{"data_time": 0.016207442618906498, "eta_seconds": 238649.68762673438, "fast_rcnn/cls_accuracy": 0.5625, "fast_rcnn/false_negative": 0.4284436493738819, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.030459830770269036, "loss_cls": 3.4607167840003967, "loss_mask": 0.6931896284222603, "loss_rpn_cls": 0.6953437626361847, "loss_rpn_loc": 0.1578398603014648, "lr": 2.8809999999999996e-06, "mask_rcnn/accuracy": 0.501062925170068, "mask_rcnn/false_negative": 0.5688855192881626, "mask_rcnn/false_positive": 0.39744077821193874, "roi_head/num_bg_samples": 502.5, "roi_head/num_fg_samples": 9.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8839532099664211, "total_loss": 5.008177533745766}
{"data_time": 0.015570127870887518, "eta_seconds": 242359.00023732334, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.958050847457627, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.07090170495212078, "loss_cls": 2.1699859872460365, "loss_mask": 0.6928231492638588, "loss_rpn_cls": 0.6679589450359344, "loss_rpn_loc": 0.18687252514064312, "lr": 4.8610000000000006e-06, "mask_rcnn/accuracy": 0.5028252551020408, "mask_rcnn/false_negative": 0.5393449413924714, "mask_rcnn/false_positive": 0.4535483182763598, "roi_head/num_bg_samples": 498.375, "roi_head/num_fg_samples": 13.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9058119857218117, "total_loss": 3.732724071945995}
{"data_time": 0.01503004296682775, "eta_seconds": 245937.134307269, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.9768778401496926, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.12681227549910545, "loss_cls": 1.134402684867382, "loss_mask": 0.692364402115345, "loss_rpn_cls": 0.6130627915263176, "loss_rpn_loc": 0.16111962730064988, "lr": 6.841e-06, "mask_rcnn/accuracy": 0.5207522977843175, "mask_rcnn/false_negative": 0.45627004529186, "mask_rcnn/false_positive": 0.5015031572673345, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9311837945133448, "total_loss": 2.840730131138116}
{"data_time": 0.015769450459629297, "eta_seconds": 249820.05021765828, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.11528314556926489, "loss_cls": 0.6438558734953403, "loss_mask": 0.6905421912670135, "loss_rpn_cls": 0.5478918328881264, "loss_rpn_loc": 0.18327608611434698, "lr": 8.821e-06, "mask_rcnn/accuracy": 0.5466150489121269, "mask_rcnn/false_negative": 0.28640384315933154, "mask_rcnn/false_positive": 0.6392359430848162, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9420292805880308, "total_loss": 2.119081729091704}
{"data_time": 0.02133817784488201, "eta_seconds": 251479.45130737498, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.14144022529944777, "loss_cls": 0.587634090334177, "loss_mask": 0.6886121481657028, "loss_rpn_cls": 0.4811129719018936, "loss_rpn_loc": 0.1496106036938727, "lr": 1.0801e-05, "mask_rcnn/accuracy": 0.5637388131382992, "mask_rcnn/false_negative": 0.24715631888823347, "mask_rcnn/false_positive": 0.6350912095707517, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9823860947508365, "total_loss": 2.088754186872393}
{"data_time": 0.014942600158974528, "eta_seconds": 253231.1822559312, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.17833468411117792, "loss_cls": 0.5983720161020756, "loss_mask": 0.6826255768537521, "loss_rpn_cls": 0.45661868900060654, "loss_rpn_loc": 0.1661798655986786, "lr": 1.2781000000000002e-05, "mask_rcnn/accuracy": 0.5815431876976143, "mask_rcnn/false_negative": 0.2079446282593544, "mask_rcnn/false_positive": 0.627739507021359, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9700846737250686, "total_loss": 2.0701239919289947}
{"data_time": 0.01375566772185266, "eta_seconds": 253117.18923927285, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.16392168728634715, "loss_cls": 0.48091452941298485, "loss_mask": 0.6791260093450546, "loss_rpn_cls": 0.38385841250419617, "loss_rpn_loc": 0.15509328432381153, "lr": 1.4761000000000003e-05, "mask_rcnn/accuracy": 0.5981106574003845, "mask_rcnn/false_negative": 0.26308800215439604, "mask_rcnn/false_positive": 0.5885383167331489, "roi_head/num_bg_samples": 489.125, "roi_head/num_fg_samples": 22.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9308153064921498, "total_loss": 1.8981408297549933}
{"data_time": 0.0256545499432832, "eta_seconds": 253553.01531462, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.17701380420476198, "loss_cls": 0.406893253326416, "loss_mask": 0.671350970864296, "loss_rpn_cls": 0.3371616844087839, "loss_rpn_loc": 0.14646150125190616, "lr": 1.6741e-05, "mask_rcnn/accuracy": 0.6026580215419501, "mask_rcnn/false_negative": 0.20275867268452596, "mask_rcnn/false_positive": 0.617439241209462, "roi_head/num_bg_samples": 488.875, "roi_head/num_fg_samples": 21.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9843187665101141, "total_loss": 1.8051985260099173}
{"data_time": 0.021596885519102216, "eta_seconds": 253980.12826466002, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.19436697103083134, "loss_cls": 0.446820005774498, "loss_mask": 0.6697566881775856, "loss_rpn_cls": 0.3197821583598852, "loss_rpn_loc": 0.1514233434572816, "lr": 1.8721e-05, "mask_rcnn/accuracy": 0.6042026070943982, "mask_rcnn/false_negative": 0.20692373598886762, "mask_rcnn/false_positive": 0.6412079609575935, "roi_head/num_bg_samples": 484.625, "roi_head/num_fg_samples": 27.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9642107165418565, "total_loss": 1.8078643013723195}
{"data_time": 0.01904525188729167, "eta_seconds": 253060.91179409996, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.20093179773539305, "loss_cls": 0.43463159538805485, "loss_mask": 0.6671469509601593, "loss_rpn_cls": 0.2892654724419117, "loss_rpn_loc": 0.13652310986071825, "lr": 2.0700999999999997e-05, "mask_rcnn/accuracy": 0.6103538726831226, "mask_rcnn/false_negative": 0.23845158669669891, "mask_rcnn/false_positive": 0.5607333331881017, "roi_head/num_bg_samples": 480.875, "roi_head/num_fg_samples": 31.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9275051285512745, "total_loss": 1.7185461606131867}
{"data_time": 0.0259087891317904, "eta_seconds": 253042.152645709, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 219, "loss_box_reg": 0.19651667773723602, "loss_cls": 0.4362187460064888, "loss_mask": 0.6602267771959305, "loss_rpn_cls": 0.264558594673872, "loss_rpn_loc": 0.14300331752747297, "lr": 2.2681e-05, "mask_rcnn/accuracy": 0.6088422054285374, "mask_rcnn/false_negative": 0.27283197904544926, "mask_rcnn/false_positive": 0.5468966638127812, "roi_head/num_bg_samples": 484.875, "roi_head/num_fg_samples": 27.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9488067256752402, "total_loss": 1.7495680269785225}
{"data_time": 0.014362438349053264, "eta_seconds": 252956.58163301647, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 239, "loss_box_reg": 0.168725848197937, "loss_cls": 0.35750587470829487, "loss_mask": 0.652391716837883, "loss_rpn_cls": 0.25899142771959305, "loss_rpn_loc": 0.1559476158581674, "lr": 2.4661e-05, "mask_rcnn/accuracy": 0.6167641480934478, "mask_rcnn/false_negative": 0.1996072895931505, "mask_rcnn/false_positive": 0.5110633658326229, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9224234235007316, "total_loss": 1.5650264113210142}
{"data_time": 0.01608139299787581, "eta_seconds": 252869.92271784693, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 259, "loss_box_reg": 0.15682869125157595, "loss_cls": 0.3470485080033541, "loss_mask": 0.6435517221689224, "loss_rpn_cls": 0.24267195258289576, "loss_rpn_loc": 0.1773152956739068, "lr": 2.6641000000000005e-05, "mask_rcnn/accuracy": 0.6492561388590523, "mask_rcnn/false_negative": 0.2515375015847052, "mask_rcnn/false_positive": 0.4266071591030499, "roi_head/num_bg_samples": 489.625, "roi_head/num_fg_samples": 22.375, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9356225396040827, "total_loss": 1.5276915775611997}
{"data_time": 0.018461298430338502, "eta_seconds": 252919.0732430946, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 279, "loss_box_reg": 0.14285990316420794, "loss_cls": 0.3272519912570715, "loss_mask": 0.6356423646211624, "loss_rpn_cls": 0.20781435817480087, "loss_rpn_loc": 0.13708687899634242, "lr": 2.8621000000000003e-05, "mask_rcnn/accuracy": 0.6534852007027976, "mask_rcnn/false_negative": 0.29014589198255714, "mask_rcnn/false_positive": 0.3926471076744214, "roi_head/num_bg_samples": 487.625, "roi_head/num_fg_samples": 24.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9496122542768717, "total_loss": 1.449752225074917}
{"data_time": 0.017179783433675766, "eta_seconds": 252783.46955019515, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 299, "loss_box_reg": 0.1508686998859048, "loss_cls": 0.3206842616200447, "loss_mask": 0.6155078932642937, "loss_rpn_cls": 0.20182048343122005, "loss_rpn_loc": 0.1717752635013312, "lr": 3.0601e-05, "mask_rcnn/accuracy": 0.6559600392952212, "mask_rcnn/false_negative": 0.2861703268275006, "mask_rcnn/false_positive": 0.39632243718887217, "roi_head/num_bg_samples": 486.625, "roi_head/num_fg_samples": 25.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9210241008549929, "total_loss": 1.4520594542846084}
{"data_time": 0.017338762059807777, "eta_seconds": 252199.23780020326, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 319, "loss_box_reg": 0.14767128881067038, "loss_cls": 0.33302195742726326, "loss_mask": 0.5964422225952148, "loss_rpn_cls": 0.16802864894270897, "loss_rpn_loc": 0.14222123567014933, "lr": 3.2581e-05, "mask_rcnn/accuracy": 0.6825708072852452, "mask_rcnn/false_negative": 0.20119853224649314, "mask_rcnn/false_positive": 0.40961921040337457, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9143089605495334, "total_loss": 1.3730763355270028}
{"data_time": 0.02024499257095158, "eta_seconds": 252219.9245194858, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 339, "loss_box_reg": 0.20238311029970646, "loss_cls": 0.38900110870599747, "loss_mask": 0.5964837446808815, "loss_rpn_cls": 0.1694020889699459, "loss_rpn_loc": 0.1307075023651123, "lr": 3.4560999999999997e-05, "mask_rcnn/accuracy": 0.7018863002140847, "mask_rcnn/false_negative": 0.23670846538431173, "mask_rcnn/false_positive": 0.33185750903087563, "roi_head/num_bg_samples": 482.125, "roi_head/num_fg_samples": 29.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9454663754440844, "total_loss": 1.4980866077821702}
{"data_time": 0.025784564204514027, "eta_seconds": 252482.6949280221, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 359, "loss_box_reg": 0.203048350289464, "loss_cls": 0.3779948242008686, "loss_mask": 0.5807283148169518, "loss_rpn_cls": 0.1623022574931383, "loss_rpn_loc": 0.11855064798146486, "lr": 3.6541e-05, "mask_rcnn/accuracy": 0.6844585497436899, "mask_rcnn/false_negative": 0.23112910742353615, "mask_rcnn/false_positive": 0.39826092497512194, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9674277466256171, "total_loss": 1.4639916294254363}
{"data_time": 0.01649769046343863, "eta_seconds": 252708.48743093666, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 379, "loss_box_reg": 0.20387264527380466, "loss_cls": 0.36393274553120136, "loss_mask": 0.5660693272948265, "loss_rpn_cls": 0.17006025835871696, "loss_rpn_loc": 0.15413019456900656, "lr": 3.8521e-05, "mask_rcnn/accuracy": 0.7088903838150726, "mask_rcnn/false_negative": 0.2640463618067489, "mask_rcnn/false_positive": 0.30441101435875645, "roi_head/num_bg_samples": 483.625, "roi_head/num_fg_samples": 28.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9518903924617916, "total_loss": 1.4669741750694811}
{"data_time": 0.013742996146902442, "eta_seconds": 252486.81585695595, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.9906452430065502, "fast_rcnn/fg_cls_accuracy": 0.006491638933399071, "iteration": 399, "loss_box_reg": 0.20687248930335045, "loss_cls": 0.3704122342169285, "loss_mask": 0.5412153862416744, "loss_rpn_cls": 0.18352640140801668, "loss_rpn_loc": 0.13877108367159963, "lr": 4.0501e-05, "mask_rcnn/accuracy": 0.7297085842533735, "mask_rcnn/false_negative": 0.23384194316432216, "mask_rcnn/false_positive": 0.33220528986794107, "roi_head/num_bg_samples": 479.875, "roi_head/num_fg_samples": 32.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9172966124024242, "total_loss": 1.473457279149443}
{"data_time": 0.01708233542740345, "eta_seconds": 252372.11944262031, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.9974747474747474, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 419, "loss_box_reg": 0.22947187162935734, "loss_cls": 0.4008265361189842, "loss_mask": 0.5403393320739269, "loss_rpn_cls": 0.1554694352671504, "loss_rpn_loc": 0.13090637838467956, "lr": 4.2480999999999995e-05, "mask_rcnn/accuracy": 0.7255292656976158, "mask_rcnn/false_negative": 0.2437785454229665, "mask_rcnn/false_positive": 0.3024395722384562, "roi_head/num_bg_samples": 480.0, "roi_head/num_fg_samples": 32.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9177057822234929, "total_loss": 1.5239112079143524}
{"data_time": 0.013635635143145919, "eta_seconds": 252161.09786116518, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.9778645833333333, "fast_rcnn/fg_cls_accuracy": 0.00914534120734908, "iteration": 439, "loss_box_reg": 0.22225393913686275, "loss_cls": 0.3805592656135559, "loss_mask": 0.5289835259318352, "loss_rpn_cls": 0.171668978407979, "loss_rpn_loc": 0.16640134365297854, "lr": 4.4461e-05, "mask_rcnn/accuracy": 0.7314079203109816, "mask_rcnn/false_negative": 0.21964416360558453, "mask_rcnn/false_positive": 0.3397953016140824, "roi_head/num_bg_samples": 479.875, "roi_head/num_fg_samples": 32.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9156708295922726, "total_loss": 1.4841497298330069}
{"data_time": 0.013624256011098623, "eta_seconds": 252107.68543715123, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.9484053087405042, "fast_rcnn/fg_cls_accuracy": 0.04134790528233151, "iteration": 459, "loss_box_reg": 0.22544202953577042, "loss_cls": 0.37710574828088284, "loss_mask": 0.5080541186034679, "loss_rpn_cls": 0.12881605420261621, "loss_rpn_loc": 0.13964887498877943, "lr": 4.6441e-05, "mask_rcnn/accuracy": 0.731497277817972, "mask_rcnn/false_negative": 0.22039641920507558, "mask_rcnn/false_positive": 0.31843667864613057, "roi_head/num_bg_samples": 476.75, "roi_head/num_fg_samples": 35.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9292075547855347, "total_loss": 1.4356760857626796}
{"data_time": 0.017532975180074573, "eta_seconds": 252315.94937374815, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.9651754864520822, "fast_rcnn/fg_cls_accuracy": 0.022281177690896034, "iteration": 479, "loss_box_reg": 0.2654371578246355, "loss_cls": 0.4336458947509527, "loss_mask": 0.5098967663943768, "loss_rpn_cls": 0.15053725894540548, "loss_rpn_loc": 0.17855224898084998, "lr": 4.8421e-05, "mask_rcnn/accuracy": 0.7635400313971743, "mask_rcnn/false_negative": 0.19130722984495865, "mask_rcnn/false_positive": 0.3093206029629668, "roi_head/num_bg_samples": 473.625, "roi_head/num_fg_samples": 38.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9796252278611064, "total_loss": 1.5215080087073147}
{"data_time": 0.015172131359577179, "eta_seconds": 252393.16347718704, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.9550053966540746, "fast_rcnn/fg_cls_accuracy": 0.044405192244495566, "iteration": 499, "loss_box_reg": 0.2279731221497059, "loss_cls": 0.388630960136652, "loss_mask": 0.4872415214776993, "loss_rpn_cls": 0.1274827979505062, "loss_rpn_loc": 0.14834562549367547, "lr": 5.0401e-05, "mask_rcnn/accuracy": 0.754177854089123, "mask_rcnn/false_negative": 0.20518280530907584, "mask_rcnn/false_positive": 0.2966709392052869, "roi_head/num_bg_samples": 470.125, "roi_head/num_fg_samples": 41.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9530661241151392, "total_loss": 1.4204742447473109}
{"data_time": 0.014003037940710783, "eta_seconds": 252694.02290356345, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.9489954153182308, "fast_rcnn/fg_cls_accuracy": 0.05100458468176915, "iteration": 519, "loss_box_reg": 0.28597142081707716, "loss_cls": 0.43692939169704914, "loss_mask": 0.5031299889087677, "loss_rpn_cls": 0.13389812596142292, "loss_rpn_loc": 0.12933678459376097, "lr": 5.2381000000000006e-05, "mask_rcnn/accuracy": 0.748932051985671, "mask_rcnn/false_negative": 0.19794248959627342, "mask_rcnn/false_positive": 0.3007028836529997, "roi_head/num_bg_samples": 470.125, "roi_head/num_fg_samples": 41.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9748006470035762, "total_loss": 1.5499369592871517}
{"data_time": 0.015709828352555633, "eta_seconds": 252675.26870860253, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.9406209211262353, "fast_rcnn/fg_cls_accuracy": 0.057669225180833256, "iteration": 539, "loss_box_reg": 0.26238484028726816, "loss_cls": 0.4201137199997902, "loss_mask": 0.5058369003236294, "loss_rpn_cls": 0.14499891456216574, "loss_rpn_loc": 0.13664246071130037, "lr": 5.4361000000000004e-05, "mask_rcnn/accuracy": 0.7629408013205282, "mask_rcnn/false_negative": 0.20436103132458283, "mask_rcnn/false_positive": 0.256781498662893, "roi_head/num_bg_samples": 474.0, "roi_head/num_fg_samples": 38.0, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9368679744657129, "total_loss": 1.5102868396788836}
{"data_time": 0.015370390843600035, "eta_seconds": 252681.9574341178, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.948773178497846, "fast_rcnn/fg_cls_accuracy": 0.047338472661715134, "iteration": 559, "loss_box_reg": 0.2905566915869713, "loss_cls": 0.44491783902049065, "loss_mask": 0.47802403196692467, "loss_rpn_cls": 0.14115723222494125, "loss_rpn_loc": 0.14996693236753345, "lr": 5.6341e-05, "mask_rcnn/accuracy": 0.7438249569308243, "mask_rcnn/false_negative": 0.16611951180880996, "mask_rcnn/false_positive": 0.32652969632481993, "roi_head/num_bg_samples": 470.375, "roi_head/num_fg_samples": 41.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9445614872965962, "total_loss": 1.5444209924899042}
{"data_time": 0.018014702945947647, "eta_seconds": 253075.78192258254, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.9578297191610381, "fast_rcnn/fg_cls_accuracy": 0.04217028083896196, "iteration": 579, "loss_box_reg": 0.2688415963202715, "loss_cls": 0.41222397796809673, "loss_mask": 0.4839525781571865, "loss_rpn_cls": 0.12291010096669197, "loss_rpn_loc": 0.10044759360607713, "lr": 5.8321000000000006e-05, "mask_rcnn/accuracy": 0.7561138177075342, "mask_rcnn/false_negative": 0.21590008938260585, "mask_rcnn/false_positive": 0.2827950424636957, "roi_head/num_bg_samples": 462.625, "roi_head/num_fg_samples": 49.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9495595353655517, "total_loss": 1.398319750558585}
{"data_time": 0.01488210796378553, "eta_seconds": 253210.37310697138, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.9623969780219781, "fast_rcnn/fg_cls_accuracy": 0.03760302197802198, "iteration": 599, "loss_box_reg": 0.2782363314181566, "loss_cls": 0.402163065969944, "loss_mask": 0.49040767922997475, "loss_rpn_cls": 0.11897959467023611, "loss_rpn_loc": 0.12137435842305422, "lr": 6.0301e-05, "mask_rcnn/accuracy": 0.758472287438327, "mask_rcnn/false_negative": 0.19017240929473397, "mask_rcnn/false_positive": 0.3162746600355961, "roi_head/num_bg_samples": 477.25, "roi_head/num_fg_samples": 34.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.944874658016488, "total_loss": 1.4021321728359908}
{"data_time": 0.013979008421301842, "eta_seconds": 253509.73584679887, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.9058276015467269, "fast_rcnn/fg_cls_accuracy": 0.056909660107334524, "iteration": 619, "loss_box_reg": 0.30258104018867016, "loss_cls": 0.43104497715830803, "loss_mask": 0.49257347732782364, "loss_rpn_cls": 0.11807541642338037, "loss_rpn_loc": 0.11427213391289115, "lr": 6.2281e-05, "mask_rcnn/accuracy": 0.7736698328216185, "mask_rcnn/false_negative": 0.17618614813524358, "mask_rcnn/false_positive": 0.2674067722095127, "roi_head/num_bg_samples": 474.375, "roi_head/num_fg_samples": 37.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9661730267107487, "total_loss": 1.4984768307767808}
{"data_time": 0.016172850504517555, "eta_seconds": 253419.52365135774, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.9015725653656688, "fast_rcnn/fg_cls_accuracy": 0.09268030819754958, "iteration": 639, "loss_box_reg": 0.2617419450543821, "loss_cls": 0.3727112840861082, "loss_mask": 0.47035904228687286, "loss_rpn_cls": 0.11035267589613795, "loss_rpn_loc": 0.122185661457479, "lr": 6.4261e-05, "mask_rcnn/accuracy": 0.76420580637238, "mask_rcnn/false_negative": 0.14632696654512312, "mask_rcnn/false_positive": 0.31797602146217047, "roi_head/num_bg_samples": 472.75, "roi_head/num_fg_samples": 39.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9259246115107089, "total_loss": 1.340794624760747}
{"data_time": 0.028500783955678344, "eta_seconds": 254270.86272653192, "fast_rcnn/cls_accuracy": 0.899169921875, "fast_rcnn/false_negative": 0.8959166666666667, "fast_rcnn/fg_cls_accuracy": 0.09532137179196003, "iteration": 659, "loss_box_reg": 0.3124056961387396, "loss_cls": 0.43044519424438477, "loss_mask": 0.47385817021131516, "loss_rpn_cls": 0.10868585202842951, "loss_rpn_loc": 0.12419444089755416, "lr": 6.624099999999999e-05, "mask_rcnn/accuracy": 0.769463412416618, "mask_rcnn/false_negative": 0.15828433127964142, "mask_rcnn/false_positive": 0.3045209350634789, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.9847428996581584, "total_loss": 1.481960036791861}
{"data_time": 0.015571494121104479, "eta_seconds": 254294.7846495174, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.8899889988998899, "fast_rcnn/fg_cls_accuracy": 0.07739016659295297, "iteration": 679, "loss_box_reg": 0.3027741452679038, "loss_cls": 0.4174571670591831, "loss_mask": 0.45139990374445915, "loss_rpn_cls": 0.11598603148013353, "loss_rpn_loc": 0.11323761008679867, "lr": 6.8221e-05, "mask_rcnn/accuracy": 0.7665800599615611, "mask_rcnn/false_negative": 0.1874305220197066, "mask_rcnn/false_positive": 0.26242999496424063, "roi_head/num_bg_samples": 465.625, "roi_head/num_fg_samples": 46.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9596746447496116, "total_loss": 1.393930708989501}
{"data_time": 0.01474552950821817, "eta_seconds": 254398.35988727864, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.8952966558791802, "fast_rcnn/fg_cls_accuracy": 0.08570048309178743, "iteration": 699, "loss_box_reg": 0.3057172857224941, "loss_cls": 0.42586718685925007, "loss_mask": 0.46816759929060936, "loss_rpn_cls": 0.12726319301873446, "loss_rpn_loc": 0.13240478932857513, "lr": 7.0201e-05, "mask_rcnn/accuracy": 0.7788410834132311, "mask_rcnn/false_negative": 0.15111259860444462, "mask_rcnn/false_positive": 0.2804185802075915, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9593260025139898, "total_loss": 1.4628049340099096}
{"data_time": 0.014998201513662934, "eta_seconds": 254731.92462231964, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.8751535836177474, "fast_rcnn/fg_cls_accuracy": 0.11373026111664516, "iteration": 719, "loss_box_reg": 0.2949218191206455, "loss_cls": 0.4072970524430275, "loss_mask": 0.4602266736328602, "loss_rpn_cls": 0.10184980323538184, "loss_rpn_loc": 0.11081918654963374, "lr": 7.218099999999999e-05, "mask_rcnn/accuracy": 0.7683589953838679, "mask_rcnn/false_negative": 0.18771960831785814, "mask_rcnn/false_positive": 0.26454215607486564, "roi_head/num_bg_samples": 465.375, "roi_head/num_fg_samples": 46.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9726866648998111, "total_loss": 1.3553140023723245}
{"data_time": 0.02643666253425181, "eta_seconds": 255140.7880587317, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.8462292093871041, "fast_rcnn/fg_cls_accuracy": 0.11933294957001064, "iteration": 739, "loss_box_reg": 0.29899231158196926, "loss_cls": 0.39219142869114876, "loss_mask": 0.44110551849007607, "loss_rpn_cls": 0.09879929386079311, "loss_rpn_loc": 0.09998041205108166, "lr": 7.4161e-05, "mask_rcnn/accuracy": 0.772110031350228, "mask_rcnn/false_negative": 0.19271225684925763, "mask_rcnn/false_positive": 0.2508581274643872, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9784094973001629, "total_loss": 1.3611023440025747}
{"data_time": 0.01642421609722078, "eta_seconds": 255397.28345385753, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.9001459245361685, "fast_rcnn/fg_cls_accuracy": 0.08907068989941919, "iteration": 759, "loss_box_reg": 0.3230508677661419, "loss_cls": 0.4475894533097744, "loss_mask": 0.4602905176579952, "loss_rpn_cls": 0.11850328091531992, "loss_rpn_loc": 0.1430970209185034, "lr": 7.6141e-05, "mask_rcnn/accuracy": 0.7821851807306877, "mask_rcnn/false_negative": 0.15736574193227068, "mask_rcnn/false_positive": 0.29622167889087087, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9755001105368137, "total_loss": 1.5109874876216054}
{"data_time": 0.016890520928427577, "eta_seconds": 255608.52209926117, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.8640894835451287, "fast_rcnn/fg_cls_accuracy": 0.10981925011203506, "iteration": 779, "loss_box_reg": 0.3362076114863157, "loss_cls": 0.44621119648218155, "loss_mask": 0.4663635529577732, "loss_rpn_cls": 0.10943220742046833, "loss_rpn_loc": 0.12743725161999464, "lr": 7.8121e-05, "mask_rcnn/accuracy": 0.7728099218410769, "mask_rcnn/false_negative": 0.1871185606709717, "mask_rcnn/false_positive": 0.2698789503940554, "roi_head/num_bg_samples": 461.875, "roi_head/num_fg_samples": 50.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9840647026430815, "total_loss": 1.495990137802437}
{"data_time": 0.015297722537070513, "eta_seconds": 255589.53327806666, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.8049242424242424, "fast_rcnn/fg_cls_accuracy": 0.17319235064209937, "iteration": 799, "loss_box_reg": 0.28769306279718876, "loss_cls": 0.3672144375741482, "loss_mask": 0.4451889730989933, "loss_rpn_cls": 0.09242664463818073, "loss_rpn_loc": 0.10476077324710786, "lr": 8.0101e-05, "mask_rcnn/accuracy": 0.7907140620150824, "mask_rcnn/false_negative": 0.16023581833958866, "mask_rcnn/false_positive": 0.26896381012038595, "roi_head/num_bg_samples": 472.625, "roi_head/num_fg_samples": 39.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9482034766115248, "total_loss": 1.3261629089247435}
{"data_time": 0.01990202139131725, "eta_seconds": 255720.85007280577, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.8714478778581343, "fast_rcnn/fg_cls_accuracy": 0.12089999269486448, "iteration": 819, "loss_box_reg": 0.2860396485775709, "loss_cls": 0.398723267018795, "loss_mask": 0.44473885372281075, "loss_rpn_cls": 0.11089479271322489, "loss_rpn_loc": 0.11177716590464115, "lr": 8.2081e-05, "mask_rcnn/accuracy": 0.7810390983316403, "mask_rcnn/false_negative": 0.18348841171732588, "mask_rcnn/false_positive": 0.23496398603245255, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9896553524304181, "total_loss": 1.357994590420276}
{"data_time": 0.015774649800732732, "eta_seconds": 256053.49773656577, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.8288693234476368, "fast_rcnn/fg_cls_accuracy": 0.1659965034965035, "iteration": 839, "loss_box_reg": 0.3076918553560972, "loss_cls": 0.3931135665625334, "loss_mask": 0.43415410071611404, "loss_rpn_cls": 0.11675985436886549, "loss_rpn_loc": 0.13069424452260137, "lr": 8.406100000000001e-05, "mask_rcnn/accuracy": 0.802285219205146, "mask_rcnn/false_negative": 0.16813059154525273, "mask_rcnn/false_positive": 0.23842780908515293, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9715824639424682, "total_loss": 1.412210083566606}
{"data_time": 0.015068640932440758, "eta_seconds": 256034.47161844, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.793939393939394, "fast_rcnn/fg_cls_accuracy": 0.15917477356591747, "iteration": 859, "loss_box_reg": 0.29668594896793365, "loss_cls": 0.40580928698182106, "loss_mask": 0.4269595630466938, "loss_rpn_cls": 0.10120571963489056, "loss_rpn_loc": 0.12126875668764114, "lr": 8.6041e-05, "mask_rcnn/accuracy": 0.7959595274279925, "mask_rcnn/false_negative": 0.16189218859080517, "mask_rcnn/false_positive": 0.2449916860916319, "roi_head/num_bg_samples": 466.375, "roi_head/num_fg_samples": 45.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9531917429994792, "total_loss": 1.349205568432808}
{"data_time": 0.014907713746652007, "eta_seconds": 255970.05360223353, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.8396192004668807, "fast_rcnn/fg_cls_accuracy": 0.1411724421312149, "iteration": 879, "loss_box_reg": 0.29604899883270264, "loss_cls": 0.3880463279783726, "loss_mask": 0.4352703168988228, "loss_rpn_cls": 0.09309319104067981, "loss_rpn_loc": 0.12117316387593746, "lr": 8.8021e-05, "mask_rcnn/accuracy": 0.7908025325443488, "mask_rcnn/false_negative": 0.16992017447275637, "mask_rcnn/false_positive": 0.24373639490237764, "roi_head/num_bg_samples": 460.625, "roi_head/num_fg_samples": 51.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9431300344876945, "total_loss": 1.362979565281421}
{"data_time": 0.016176358330994844, "eta_seconds": 255951.03085746523, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.8166483314998166, "fast_rcnn/fg_cls_accuracy": 0.15342838887581128, "iteration": 899, "loss_box_reg": 0.34018174186348915, "loss_cls": 0.4223516955971718, "loss_mask": 0.4225822314620018, "loss_rpn_cls": 0.10833807103335857, "loss_rpn_loc": 0.12695750128477812, "lr": 9.0001e-05, "mask_rcnn/accuracy": 0.791314051669084, "mask_rcnn/false_negative": 0.17933062745586992, "mask_rcnn/false_positive": 0.23279663616076468, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9516039821319282, "total_loss": 1.4530683173798025}
{"data_time": 0.0207686189096421, "eta_seconds": 255977.3932640627, "fast_rcnn/cls_accuracy": 0.904052734375, "fast_rcnn/false_negative": 0.8583887880621093, "fast_rcnn/fg_cls_accuracy": 0.11600781429556423, "iteration": 919, "loss_box_reg": 0.31824453361332417, "loss_cls": 0.39395197853446007, "loss_mask": 0.42759209498763084, "loss_rpn_cls": 0.10838964395225048, "loss_rpn_loc": 0.12185033736750484, "lr": 9.1981e-05, "mask_rcnn/accuracy": 0.7857727804769451, "mask_rcnn/false_negative": 0.16380899626982934, "mask_rcnn/false_positive": 0.2528588495470168, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9705018161330372, "total_loss": 1.3970327973365784}
{"data_time": 0.021815454820171, "eta_seconds": 256090.2636174718, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.8330960291093181, "fast_rcnn/fg_cls_accuracy": 0.1138104205900816, "iteration": 939, "loss_box_reg": 0.3017968088388443, "loss_cls": 0.40348605811595917, "loss_mask": 0.4088914543390274, "loss_rpn_cls": 0.09606548491865396, "loss_rpn_loc": 0.10556095268111676, "lr": 9.3961e-05, "mask_rcnn/accuracy": 0.8149233142161973, "mask_rcnn/false_negative": 0.15099776605152926, "mask_rcnn/false_positive": 0.23437499881397006, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.005283968988806, "total_loss": 1.3615272764582187}
{"data_time": 0.014706513145938516, "eta_seconds": 256195.27130121365, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.7838438268103611, "fast_rcnn/fg_cls_accuracy": 0.19346659961444976, "iteration": 959, "loss_box_reg": 0.3043684847652912, "loss_cls": 0.3750002309679985, "loss_mask": 0.4121617004275322, "loss_rpn_cls": 0.0962885431945324, "loss_rpn_loc": 0.10775823495350778, "lr": 9.594100000000001e-05, "mask_rcnn/accuracy": 0.8025606221958415, "mask_rcnn/false_negative": 0.14540338725294777, "mask_rcnn/false_positive": 0.2431010944376997, "roi_head/num_bg_samples": 468.375, "roi_head/num_fg_samples": 43.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9933803041931242, "total_loss": 1.3221346721984446}
{"data_time": 0.014418096980080009, "eta_seconds": 256492.96708024107, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.8190595387091006, "fast_rcnn/fg_cls_accuracy": 0.17101734310745575, "iteration": 979, "loss_box_reg": 0.3122874442487955, "loss_cls": 0.3863969501107931, "loss_mask": 0.4318973086774349, "loss_rpn_cls": 0.0951358200982213, "loss_rpn_loc": 0.11641722079366446, "lr": 9.792100000000001e-05, "mask_rcnn/accuracy": 0.810629984037814, "mask_rcnn/false_negative": 0.14757204374799313, "mask_rcnn/false_positive": 0.2353809802750418, "roi_head/num_bg_samples": 465.375, "roi_head/num_fg_samples": 46.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9788661825004965, "total_loss": 1.335780244320631}
{"data_time": 0.013792576501145959, "eta_seconds": 256587.9231900908, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.7402482269503546, "fast_rcnn/fg_cls_accuracy": 0.2081203007518797, "iteration": 999, "loss_box_reg": 0.27200847677886486, "loss_cls": 0.3460496123880148, "loss_mask": 0.41203004494309425, "loss_rpn_cls": 0.09249949990771711, "loss_rpn_loc": 0.11127401993144304, "lr": 9.9901e-05, "mask_rcnn/accuracy": 0.8165504145656188, "mask_rcnn/false_negative": 0.1551885770052624, "mask_rcnn/false_positive": 0.21123690094518005, "roi_head/num_bg_samples": 468.125, "roi_head/num_fg_samples": 43.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.962072340073064, "total_loss": 1.2831154498271644}
{"data_time": 0.016582796582952142, "eta_seconds": 256870.4075882351, "fast_rcnn/cls_accuracy": 0.905029296875, "fast_rcnn/false_negative": 0.8090211323763956, "fast_rcnn/fg_cls_accuracy": 0.15933454140558478, "iteration": 1019, "loss_box_reg": 0.3113491013646126, "loss_cls": 0.376270929351449, "loss_mask": 0.41892480850219727, "loss_rpn_cls": 0.09598720562644303, "loss_rpn_loc": 0.1222467077895999, "lr": 0.0001, "mask_rcnn/accuracy": 0.7977414776991039, "mask_rcnn/false_negative": 0.15108224023118777, "mask_rcnn/false_positive": 0.2470060184940535, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9848243945743889, "total_loss": 1.364707374945283}
{"data_time": 0.01537753688171506, "eta_seconds": 257188.09244144708, "fast_rcnn/cls_accuracy": 0.894775390625, "fast_rcnn/false_negative": 0.7593598414975746, "fast_rcnn/fg_cls_accuracy": 0.18536585365853658, "iteration": 1039, "loss_box_reg": 0.2894723229110241, "loss_cls": 0.378833657130599, "loss_mask": 0.4131360091269016, "loss_rpn_cls": 0.08701501227915287, "loss_rpn_loc": 0.10550657659769058, "lr": 0.0001, "mask_rcnn/accuracy": 0.7916133949892641, "mask_rcnn/false_negative": 0.1442444304459912, "mask_rcnn/false_positive": 0.2425418820068913, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9693813056219369, "total_loss": 1.2973356207367033}
{"data_time": 0.01692460710182786, "eta_seconds": 257338.5503261024, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.7365174985656914, "fast_rcnn/fg_cls_accuracy": 0.2448051948051948, "iteration": 1059, "loss_box_reg": 0.3116561435163021, "loss_cls": 0.3903211019933224, "loss_mask": 0.39929500594735146, "loss_rpn_cls": 0.10548209119588137, "loss_rpn_loc": 0.13076255610212684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8199517732006745, "mask_rcnn/false_negative": 0.14408255668252476, "mask_rcnn/false_positive": 0.2286504031740791, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.030903336359188, "total_loss": 1.3706648400984704}
{"data_time": 0.013591818511486053, "eta_seconds": 257292.39445980638, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.788015230842456, "fast_rcnn/fg_cls_accuracy": 0.1807195908924875, "iteration": 1079, "loss_box_reg": 0.3081025294959545, "loss_cls": 0.3708686865866184, "loss_mask": 0.4079333432018757, "loss_rpn_cls": 0.0962688447907567, "loss_rpn_loc": 0.11243326868861914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8139794964912875, "mask_rcnn/false_negative": 0.15192595429114225, "mask_rcnn/false_positive": 0.19800543583482383, "roi_head/num_bg_samples": 466.875, "roi_head/num_fg_samples": 45.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9351547779515386, "total_loss": 1.3015987980179489}
{"data_time": 0.017714817309752107, "eta_seconds": 257300.27583360206, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.7894736842105263, "fast_rcnn/fg_cls_accuracy": 0.16964285714285715, "iteration": 1099, "loss_box_reg": 0.3021486047655344, "loss_cls": 0.3591722045093775, "loss_mask": 0.40404096245765686, "loss_rpn_cls": 0.0932721751742065, "loss_rpn_loc": 0.12641860754229128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8135390668067854, "mask_rcnn/false_negative": 0.15657118187590702, "mask_rcnn/false_positive": 0.21111091408731736, "roi_head/num_bg_samples": 468.375, "roi_head/num_fg_samples": 43.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9909942140802741, "total_loss": 1.2991741730365902}
{"data_time": 0.017612435156479478, "eta_seconds": 257293.00858723, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.741005291005291, "fast_rcnn/fg_cls_accuracy": 0.21495627056086014, "iteration": 1119, "loss_box_reg": 0.3170714098960161, "loss_cls": 0.3593139871954918, "loss_mask": 0.39976468309760094, "loss_rpn_cls": 0.09979182295501232, "loss_rpn_loc": 0.11109232855960727, "lr": 0.0001, "mask_rcnn/accuracy": 0.819012110338641, "mask_rcnn/false_negative": 0.13475292268707928, "mask_rcnn/false_positive": 0.2520274941832958, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.973776058992371, "total_loss": 1.324267580639571}
{"data_time": 0.026790779549628496, "eta_seconds": 257734.1255999962, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.7164378975560763, "fast_rcnn/fg_cls_accuracy": 0.21196660482374768, "iteration": 1139, "loss_box_reg": 0.2915173079818487, "loss_cls": 0.3465375490486622, "loss_mask": 0.3865868803113699, "loss_rpn_cls": 0.0832258234731853, "loss_rpn_loc": 0.10364844836294651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8322926976459983, "mask_rcnn/false_negative": 0.12536753324648914, "mask_rcnn/false_positive": 0.20460833961107086, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.981325902743265, "total_loss": 1.205608026823029}
{"data_time": 0.019171283580362797, "eta_seconds": 257818.65434274077, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.7275515681312783, "fast_rcnn/fg_cls_accuracy": 0.24768039260792885, "iteration": 1159, "loss_box_reg": 0.3448376525193453, "loss_cls": 0.38548003509640694, "loss_mask": 0.40830444172024727, "loss_rpn_cls": 0.0873064692132175, "loss_rpn_loc": 0.11225713510066271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8067985518560873, "mask_rcnn/false_negative": 0.13435947913108723, "mask_rcnn/false_positive": 0.2324363195921299, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.999018297996372, "total_loss": 1.359261889476329}
{"data_time": 0.019918175181373954, "eta_seconds": 257799.74577472545, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.6647136919879935, "fast_rcnn/fg_cls_accuracy": 0.2983722004156084, "iteration": 1179, "loss_box_reg": 0.30638097412884235, "loss_cls": 0.34614974446594715, "loss_mask": 0.39002661406993866, "loss_rpn_cls": 0.08232482150197029, "loss_rpn_loc": 0.10718722175806761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8260610385929263, "mask_rcnn/false_negative": 0.14504207402467784, "mask_rcnn/false_positive": 0.21431346547520833, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9659848213195801, "total_loss": 1.2650461671873927}
{"data_time": 0.018704960122704506, "eta_seconds": 258314.9530917406, "fast_rcnn/cls_accuracy": 0.904541015625, "fast_rcnn/false_negative": 0.6844184576485461, "fast_rcnn/fg_cls_accuracy": 0.2605844761017175, "iteration": 1199, "loss_box_reg": 0.31244255416095257, "loss_cls": 0.36557746678590775, "loss_mask": 0.39618970453739166, "loss_rpn_cls": 0.10628605308011174, "loss_rpn_loc": 0.12046703533269465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8241125754590268, "mask_rcnn/false_negative": 0.1412771352095314, "mask_rcnn/false_positive": 0.2223754647347983, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.01043802453205, "total_loss": 1.2838306683115661}
{"data_time": 0.021116628078743815, "eta_seconds": 258273.49791362882, "fast_rcnn/cls_accuracy": 0.904052734375, "fast_rcnn/false_negative": 0.7277777777777777, "fast_rcnn/fg_cls_accuracy": 0.22075949367088607, "iteration": 1219, "loss_box_reg": 0.31316905468702316, "loss_cls": 0.36291007325053215, "loss_mask": 0.39003703370690346, "loss_rpn_cls": 0.09033779380843043, "loss_rpn_loc": 0.10073533584363759, "lr": 0.0001, "mask_rcnn/accuracy": 0.83362462665893, "mask_rcnn/false_negative": 0.1278615851707262, "mask_rcnn/false_positive": 0.22848273323984541, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9420213203411549, "total_loss": 1.265849691350013}
{"data_time": 0.016236440977081656, "eta_seconds": 258449.2417590879, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.7446549209273761, "fast_rcnn/fg_cls_accuracy": 0.23349699945444624, "iteration": 1239, "loss_box_reg": 0.2887840121984482, "loss_cls": 0.3146229926496744, "loss_mask": 0.38111936673521996, "loss_rpn_cls": 0.08946682792156935, "loss_rpn_loc": 0.14740522019565105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8224933992677306, "mask_rcnn/false_negative": 0.14356968802586256, "mask_rcnn/false_positive": 0.2206858999363292, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.999204516177997, "total_loss": 1.1945101981982589}
{"data_time": 0.016114074736833572, "eta_seconds": 258643.2034533983, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.7173281242555625, "fast_rcnn/fg_cls_accuracy": 0.23069105691056913, "iteration": 1259, "loss_box_reg": 0.2907886505126953, "loss_cls": 0.322632672265172, "loss_mask": 0.3876778930425644, "loss_rpn_cls": 0.07908338541164994, "loss_rpn_loc": 0.10057694371789694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8273809523809523, "mask_rcnn/false_negative": 0.1420481946451107, "mask_rcnn/false_positive": 0.1964091282718968, "roi_head/num_bg_samples": 473.25, "roi_head/num_fg_samples": 38.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9664985123090446, "total_loss": 1.1952249724417925}
{"data_time": 0.01663454552181065, "eta_seconds": 258775.08133415133, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.6675687378220394, "fast_rcnn/fg_cls_accuracy": 0.2605769230769231, "iteration": 1279, "loss_box_reg": 0.2953406199812889, "loss_cls": 0.33723653107881546, "loss_mask": 0.37577472999691963, "loss_rpn_cls": 0.09020090661942959, "loss_rpn_loc": 0.09388842713087797, "lr": 0.0001, "mask_rcnn/accuracy": 0.8134726950235089, "mask_rcnn/false_negative": 0.16081925192316157, "mask_rcnn/false_positive": 0.20156164968867424, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9793259168509394, "total_loss": 1.2359862518496811}
{"data_time": 0.015241160290315747, "eta_seconds": 258798.38497138117, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.6972781131231836, "fast_rcnn/fg_cls_accuracy": 0.2566964285714286, "iteration": 1299, "loss_box_reg": 0.3007682114839554, "loss_cls": 0.32780255749821663, "loss_mask": 0.37335944920778275, "loss_rpn_cls": 0.08104848070070148, "loss_rpn_loc": 0.08894241228699684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8234547267182735, "mask_rcnn/false_negative": 0.13151950061022966, "mask_rcnn/false_positive": 0.20669976290435982, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9562796903774142, "total_loss": 1.1735897855833173}
{"data_time": 0.017727363854646683, "eta_seconds": 259363.86931632645, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.714585431352803, "fast_rcnn/fg_cls_accuracy": 0.21798159105851414, "iteration": 1319, "loss_box_reg": 0.30650931410491467, "loss_cls": 0.34849585965275764, "loss_mask": 0.38819127157330513, "loss_rpn_cls": 0.07526799431070685, "loss_rpn_loc": 0.1076943869702518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8032762584200347, "mask_rcnn/false_negative": 0.14266995256958165, "mask_rcnn/false_positive": 0.22867989225668056, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9636511071585119, "total_loss": 1.2106834817677736}
{"data_time": 0.015136996982619166, "eta_seconds": 259557.66045832075, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.6439175092280534, "fast_rcnn/fg_cls_accuracy": 0.2988732806555458, "iteration": 1339, "loss_box_reg": 0.27861338295042515, "loss_cls": 0.32833780720829964, "loss_mask": 0.37863918393850327, "loss_rpn_cls": 0.09539896389469504, "loss_rpn_loc": 0.10256895143538713, "lr": 0.0001, "mask_rcnn/accuracy": 0.8223594852744005, "mask_rcnn/false_negative": 0.14193109740706167, "mask_rcnn/false_positive": 0.20721420272117547, "roi_head/num_bg_samples": 463.875, "roi_head/num_fg_samples": 48.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0163151188753545, "total_loss": 1.2163435514084995}
{"data_time": 0.014258718583732843, "eta_seconds": 259538.33806864917, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.6916952474277315, "fast_rcnn/fg_cls_accuracy": 0.27305303392259916, "iteration": 1359, "loss_box_reg": 0.29789759404957294, "loss_cls": 0.348503777757287, "loss_mask": 0.37862490490078926, "loss_rpn_cls": 0.08680838160216808, "loss_rpn_loc": 0.10275065060704947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8282547028008528, "mask_rcnn/false_negative": 0.15857168783114667, "mask_rcnn/false_positive": 0.1818061485939529, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9659781623631716, "total_loss": 1.2373027021531016}
{"data_time": 0.014684053603559732, "eta_seconds": 259549.00052879937, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.6447175670924645, "fast_rcnn/fg_cls_accuracy": 0.3047388136288999, "iteration": 1379, "loss_box_reg": 0.30793972592800856, "loss_cls": 0.32897260785102844, "loss_mask": 0.3891706131398678, "loss_rpn_cls": 0.08208634983748198, "loss_rpn_loc": 0.09771984559483826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8289312187139006, "mask_rcnn/false_negative": 0.1102388615215139, "mask_rcnn/false_positive": 0.23073443040568464, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9435676103457808, "total_loss": 1.2326135262846947}
{"data_time": 0.01784719154238701, "eta_seconds": 259932.93488002382, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.6922926447574335, "fast_rcnn/fg_cls_accuracy": 0.2612849162011173, "iteration": 1399, "loss_box_reg": 0.2890477553009987, "loss_cls": 0.33115983568131924, "loss_mask": 0.37477968260645866, "loss_rpn_cls": 0.07782562915235758, "loss_rpn_loc": 0.11221824446693063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8281560372738073, "mask_rcnn/false_negative": 0.13887402203135107, "mask_rcnn/false_positive": 0.1947184452717342, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9749335653614253, "total_loss": 1.2196335250046104}
{"data_time": 0.014511664630845189, "eta_seconds": 260021.8174195476, "fast_rcnn/cls_accuracy": 0.901123046875, "fast_rcnn/false_negative": 0.7058556611927398, "fast_rcnn/fg_cls_accuracy": 0.23462858926342073, "iteration": 1419, "loss_box_reg": 0.3199770860373974, "loss_cls": 0.35047299787402153, "loss_mask": 0.38411442935466766, "loss_rpn_cls": 0.09957472654059529, "loss_rpn_loc": 0.11523931776173413, "lr": 0.0001, "mask_rcnn/accuracy": 0.8182349905327717, "mask_rcnn/false_negative": 0.1349553048254712, "mask_rcnn/false_positive": 0.23991988018979019, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9577294106129557, "total_loss": 1.2741326708346605}
{"data_time": 0.017988038016483188, "eta_seconds": 260374.15864991024, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.7021001235366786, "fast_rcnn/fg_cls_accuracy": 0.23918964930200887, "iteration": 1439, "loss_box_reg": 0.3233609665185213, "loss_cls": 0.34307624213397503, "loss_mask": 0.3527042791247368, "loss_rpn_cls": 0.07911409810185432, "loss_rpn_loc": 0.09450643137097359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8376688838158803, "mask_rcnn/false_negative": 0.12927029600766118, "mask_rcnn/false_positive": 0.20685373908642765, "roi_head/num_bg_samples": 460.625, "roi_head/num_fg_samples": 51.375, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9883576880674809, "total_loss": 1.210868516471237}
{"data_time": 0.017484514508396387, "eta_seconds": 260538.12464136165, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.6543451817813217, "fast_rcnn/fg_cls_accuracy": 0.3228946751114239, "iteration": 1459, "loss_box_reg": 0.31200310960412025, "loss_cls": 0.35209842398762703, "loss_mask": 0.38306014984846115, "loss_rpn_cls": 0.08699294878169894, "loss_rpn_loc": 0.09863493498414755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8273500412423739, "mask_rcnn/false_negative": 0.13169462987048552, "mask_rcnn/false_positive": 0.21959149478290763, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9806559043936431, "total_loss": 1.2169741648249328}
{"data_time": 0.01391908060759306, "eta_seconds": 260510.21791835316, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.655376649170095, "fast_rcnn/fg_cls_accuracy": 0.3373979330967912, "iteration": 1479, "loss_box_reg": 0.336539288982749, "loss_cls": 0.34514081105589867, "loss_mask": 0.36608216539025307, "loss_rpn_cls": 0.091348921880126, "loss_rpn_loc": 0.11223694682121277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8167315077046229, "mask_rcnn/false_negative": 0.1608234246795259, "mask_rcnn/false_positive": 0.21018182836300617, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9683821660000831, "total_loss": 1.2862746025202796}
{"data_time": 0.012664760928601027, "eta_seconds": 260617.27227957454, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.6922360708466471, "fast_rcnn/fg_cls_accuracy": 0.29509814876894996, "iteration": 1499, "loss_box_reg": 0.28565448708832264, "loss_cls": 0.3088294118642807, "loss_mask": 0.3555535785853863, "loss_rpn_cls": 0.07423613918945193, "loss_rpn_loc": 0.10492472304031253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8305503854348393, "mask_rcnn/false_negative": 0.12120427087460756, "mask_rcnn/false_positive": 0.21334774693652309, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9709295178763568, "total_loss": 1.130082071525976}
{"data_time": 0.014137727441266179, "eta_seconds": 260527.6349838078, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.6123711874061415, "fast_rcnn/fg_cls_accuracy": 0.308777052559258, "iteration": 1519, "loss_box_reg": 0.2891288436949253, "loss_cls": 0.3174368403851986, "loss_mask": 0.3537249006330967, "loss_rpn_cls": 0.07531688129529357, "loss_rpn_loc": 0.09003704227507114, "lr": 0.0001, "mask_rcnn/accuracy": 0.8438456788375, "mask_rcnn/false_negative": 0.12024968980289175, "mask_rcnn/false_positive": 0.1977139292756196, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9642478276509792, "total_loss": 1.16144853644073}
{"data_time": 0.0164581504650414, "eta_seconds": 260712.3890483845, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.714980125472918, "fast_rcnn/fg_cls_accuracy": 0.23213021939136588, "iteration": 1539, "loss_box_reg": 0.28798910789191723, "loss_cls": 0.33239082992076874, "loss_mask": 0.3709132485091686, "loss_rpn_cls": 0.0878156473627314, "loss_rpn_loc": 0.11738947266712785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8189271624532607, "mask_rcnn/false_negative": 0.11963472371099437, "mask_rcnn/false_positive": 0.23294690758792047, "roi_head/num_bg_samples": 465.125, "roi_head/num_fg_samples": 46.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9634070189204067, "total_loss": 1.1967261581448838}
{"data_time": 0.017698458395898342, "eta_seconds": 260800.27055399492, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.670001685061926, "fast_rcnn/fg_cls_accuracy": 0.31502974031626285, "iteration": 1559, "loss_box_reg": 0.28246116265654564, "loss_cls": 0.31979459151625633, "loss_mask": 0.37878381088376045, "loss_rpn_cls": 0.08048901334404945, "loss_rpn_loc": 0.12614115979522467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8336071502791929, "mask_rcnn/false_negative": 0.14388807225798197, "mask_rcnn/false_positive": 0.18145849264165176, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9723551287315786, "total_loss": 1.1428924384526908}
{"data_time": 0.01635943865403533, "eta_seconds": 260950.4490447184, "fast_rcnn/cls_accuracy": 0.899169921875, "fast_rcnn/false_negative": 0.6561255809874594, "fast_rcnn/fg_cls_accuracy": 0.2708684539670455, "iteration": 1579, "loss_box_reg": 0.29372031427919865, "loss_cls": 0.3152722343802452, "loss_mask": 0.3852543793618679, "loss_rpn_cls": 0.08513098349794745, "loss_rpn_loc": 0.1128104372182861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8208117460140122, "mask_rcnn/false_negative": 0.13059890382763994, "mask_rcnn/false_positive": 0.2324002681005176, "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": 0.979325243504718, "total_loss": 1.1936733503825963}
{"data_time": 0.01552770403213799, "eta_seconds": 261319.46397330612, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.6535478777746819, "fast_rcnn/fg_cls_accuracy": 0.23712609821745975, "iteration": 1599, "loss_box_reg": 0.32080369628965855, "loss_cls": 0.36221232265233994, "loss_mask": 0.37247078865766525, "loss_rpn_cls": 0.09017117042094469, "loss_rpn_loc": 0.11426606867462397, "lr": 0.0001, "mask_rcnn/accuracy": 0.826469318915942, "mask_rcnn/false_negative": 0.1507813643574657, "mask_rcnn/false_positive": 0.19397201277538684, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9868425528984517, "total_loss": 1.3069159663282335}
{"data_time": 0.021560480818152428, "eta_seconds": 261323.93188719638, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.6374056242477295, "fast_rcnn/fg_cls_accuracy": 0.3339354768431946, "iteration": 1619, "loss_box_reg": 0.3091293014585972, "loss_cls": 0.3279163185507059, "loss_mask": 0.38215772062540054, "loss_rpn_cls": 0.08498668018728495, "loss_rpn_loc": 0.10983730014413595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8149814551658647, "mask_rcnn/false_negative": 0.16786401626946384, "mask_rcnn/false_positive": 0.20443025108191348, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9953808642458171, "total_loss": 1.217231709510088}
{"data_time": 0.017787945456802845, "eta_seconds": 261616.39694199897, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.6179298642533937, "fast_rcnn/fg_cls_accuracy": 0.35212712352433057, "iteration": 1639, "loss_box_reg": 0.27390933595597744, "loss_cls": 0.3141110260039568, "loss_mask": 0.3496605008840561, "loss_rpn_cls": 0.08195015043020248, "loss_rpn_loc": 0.11373180616647005, "lr": 0.0001, "mask_rcnn/accuracy": 0.827250921201814, "mask_rcnn/false_negative": 0.11881591776967498, "mask_rcnn/false_positive": 0.20906968468943304, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9848482110537589, "total_loss": 1.1431512725539505}
{"data_time": 0.013732475927099586, "eta_seconds": 261357.17767158058, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.689241769205188, "fast_rcnn/fg_cls_accuracy": 0.2363804029130805, "iteration": 1659, "loss_box_reg": 0.26358627527952194, "loss_cls": 0.288426510989666, "loss_mask": 0.3604176603257656, "loss_rpn_cls": 0.0765490592457354, "loss_rpn_loc": 0.09071364952251315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8268546929261216, "mask_rcnn/false_negative": 0.12640502258469238, "mask_rcnn/false_positive": 0.20844518875001947, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.9432989282067865, "total_loss": 1.1002470455132425}
{"data_time": 0.014450720511376858, "eta_seconds": 261461.18104621768, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.6587096887391655, "fast_rcnn/fg_cls_accuracy": 0.2874010520402431, "iteration": 1679, "loss_box_reg": 0.2951799426227808, "loss_cls": 0.332449471578002, "loss_mask": 0.3571463078260422, "loss_rpn_cls": 0.08500437205657363, "loss_rpn_loc": 0.10664562974125147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8325683757109401, "mask_rcnn/false_negative": 0.13012083250537848, "mask_rcnn/false_positive": 0.1963258979487634, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9905939283780754, "total_loss": 1.204728608718142}
{"data_time": 0.014501612167805433, "eta_seconds": 261667.9376889486, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.6666476798055745, "fast_rcnn/fg_cls_accuracy": 0.2903789705909847, "iteration": 1699, "loss_box_reg": 0.3011836688965559, "loss_cls": 0.3092079721391201, "loss_mask": 0.35486153699457645, "loss_rpn_cls": 0.0761135807260871, "loss_rpn_loc": 0.10619812831282616, "lr": 0.0001, "mask_rcnn/accuracy": 0.855677789916196, "mask_rcnn/false_negative": 0.13799779759495956, "mask_rcnn/false_positive": 0.18383533412785957, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9903908611740917, "total_loss": 1.1470914157107472}
{"data_time": 0.015484876930713654, "eta_seconds": 261674.88617411815, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.6932080702294778, "fast_rcnn/fg_cls_accuracy": 0.24018268863629688, "iteration": 1719, "loss_box_reg": 0.2624007072299719, "loss_cls": 0.30842561461031437, "loss_mask": 0.3566896431148052, "loss_rpn_cls": 0.07784407283179462, "loss_rpn_loc": 0.08675683406181633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8357609421582646, "mask_rcnn/false_negative": 0.13421707930168497, "mask_rcnn/false_positive": 0.18739496468758426, "roi_head/num_bg_samples": 461.625, "roi_head/num_fg_samples": 50.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9900071469601244, "total_loss": 1.1325328752864152}
{"data_time": 0.023123832885175943, "eta_seconds": 261518.90983626712, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.6383892771222363, "fast_rcnn/fg_cls_accuracy": 0.3312613931805277, "iteration": 1739, "loss_box_reg": 0.28769964911043644, "loss_cls": 0.32631867937743664, "loss_mask": 0.36850521340966225, "loss_rpn_cls": 0.09113870561122894, "loss_rpn_loc": 0.123054179828614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8388646437348525, "mask_rcnn/false_negative": 0.1406357159447727, "mask_rcnn/false_positive": 0.20885820752055995, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9574281680397689, "total_loss": 1.2135716287884861}
{"data_time": 0.016317667672410607, "eta_seconds": 261635.8709830977, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.6799431009957326, "fast_rcnn/fg_cls_accuracy": 0.26813443565780015, "iteration": 1759, "loss_box_reg": 0.2869091369211674, "loss_cls": 0.32108291517943144, "loss_mask": 0.35604801028966904, "loss_rpn_cls": 0.07842979347333312, "loss_rpn_loc": 0.09521229867823422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8408301528981252, "mask_rcnn/false_negative": 0.12735749955334003, "mask_rcnn/false_positive": 0.18767643616398122, "roi_head/num_bg_samples": 461.375, "roi_head/num_fg_samples": 50.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9887811145745218, "total_loss": 1.1695118797942996}
{"data_time": 0.017283628461882472, "eta_seconds": 261573.1492881477, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.6677083333333333, "fast_rcnn/fg_cls_accuracy": 0.2886775362318841, "iteration": 1779, "loss_box_reg": 0.2914377488195896, "loss_cls": 0.29859407618641853, "loss_mask": 0.35567592084407806, "loss_rpn_cls": 0.08176437485963106, "loss_rpn_loc": 0.12012172513641417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8508663404496738, "mask_rcnn/false_negative": 0.12855962163166124, "mask_rcnn/false_positive": 0.1849575330805065, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9673077741172165, "total_loss": 1.1047679693438113}
{"data_time": 0.021048468304798007, "eta_seconds": 261611.79867354222, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.6305226174791392, "fast_rcnn/fg_cls_accuracy": 0.3152650195333122, "iteration": 1799, "loss_box_reg": 0.313167130574584, "loss_cls": 0.3238595761358738, "loss_mask": 0.3598845489323139, "loss_rpn_cls": 0.09038140950724483, "loss_rpn_loc": 0.1092653670348227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8282716518516863, "mask_rcnn/false_negative": 0.1351384196486516, "mask_rcnn/false_positive": 0.19214872257690824, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0054172230884433, "total_loss": 1.2065044804476202}
{"data_time": 0.03208504756912589, "eta_seconds": 261658.90157504939, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.6706150061500615, "fast_rcnn/fg_cls_accuracy": 0.27789966359514406, "iteration": 1819, "loss_box_reg": 0.3016287684440613, "loss_cls": 0.32097804360091686, "loss_mask": 0.35271379351615906, "loss_rpn_cls": 0.08143826620653272, "loss_rpn_loc": 0.11547378019895405, "lr": 0.0001, "mask_rcnn/accuracy": 0.8278497714132043, "mask_rcnn/false_negative": 0.1239865733185857, "mask_rcnn/false_positive": 0.19388997840547245, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0394350776914507, "total_loss": 1.1913969264132902}
{"data_time": 0.016677214531227946, "eta_seconds": 261657.3066163063, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.6225910297124462, "fast_rcnn/fg_cls_accuracy": 0.3423569427771108, "iteration": 1839, "loss_box_reg": 0.3043428473174572, "loss_cls": 0.3051631096750498, "loss_mask": 0.37041350454092026, "loss_rpn_cls": 0.06722727976739407, "loss_rpn_loc": 0.09954804927110672, "lr": 0.0001, "mask_rcnn/accuracy": 0.8378493474161317, "mask_rcnn/false_negative": 0.13578782287954902, "mask_rcnn/false_positive": 0.18190634848727383, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9764030040241778, "total_loss": 1.1555718295276165}
{"data_time": 0.01704862294718623, "eta_seconds": 261774.52930991538, "fast_rcnn/cls_accuracy": 0.901123046875, "fast_rcnn/false_negative": 0.5662300293774397, "fast_rcnn/fg_cls_accuracy": 0.3327201297081567, "iteration": 1859, "loss_box_reg": 0.30384697765111923, "loss_cls": 0.29986574314534664, "loss_mask": 0.3444584868848324, "loss_rpn_cls": 0.07861187029629946, "loss_rpn_loc": 0.11108574457466602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8445151079233651, "mask_rcnn/false_negative": 0.11677796181793494, "mask_rcnn/false_positive": 0.18395892130890773, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9699574215337634, "total_loss": 1.151463792892173}
{"data_time": 0.018858944531530142, "eta_seconds": 261940.68413557485, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.5890502535730752, "fast_rcnn/fg_cls_accuracy": 0.3557793948678667, "iteration": 1879, "loss_box_reg": 0.29364142566919327, "loss_cls": 0.31874121353030205, "loss_mask": 0.3648571912199259, "loss_rpn_cls": 0.07652630098164082, "loss_rpn_loc": 0.1122319819405675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8339818733020492, "mask_rcnn/false_negative": 0.1288121539545956, "mask_rcnn/false_positive": 0.19685262109160084, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.986230926355347, "total_loss": 1.1897678181994706}
{"data_time": 0.024328780360519886, "eta_seconds": 262033.60891600605, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.6792665259975436, "fast_rcnn/fg_cls_accuracy": 0.2621560920830994, "iteration": 1899, "loss_box_reg": 0.26351090613752604, "loss_cls": 0.31914389319717884, "loss_mask": 0.3656409904360771, "loss_rpn_cls": 0.07876974833197892, "loss_rpn_loc": 0.10795815475285053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8423947050376116, "mask_rcnn/false_negative": 0.13816509913304248, "mask_rcnn/false_positive": 0.18441971200063978, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9778177659027278, "total_loss": 1.1368864667601883}
{"data_time": 0.023242295952513814, "eta_seconds": 261958.00560168922, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.5939925515993179, "fast_rcnn/fg_cls_accuracy": 0.3566499005731665, "iteration": 1919, "loss_box_reg": 0.2611550372093916, "loss_cls": 0.2968834210187197, "loss_mask": 0.34694986417889595, "loss_rpn_cls": 0.07451281906105578, "loss_rpn_loc": 0.09416530095040798, "lr": 0.0001, "mask_rcnn/accuracy": 0.842154042836887, "mask_rcnn/false_negative": 0.11395118524158418, "mask_rcnn/false_positive": 0.19939488504531264, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9743255688808858, "total_loss": 1.081459035165608}
{"data_time": 0.01984269148670137, "eta_seconds": 261882.06694533117, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.6428438071767297, "fast_rcnn/fg_cls_accuracy": 0.3034751512928663, "iteration": 1939, "loss_box_reg": 0.274044718593359, "loss_cls": 0.3112277891486883, "loss_mask": 0.35018226504325867, "loss_rpn_cls": 0.06697258725762367, "loss_rpn_loc": 0.08324141963385046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8403384295584126, "mask_rcnn/false_negative": 0.12460244434853013, "mask_rcnn/false_positive": 0.203216168896312, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.988584035076201, "total_loss": 1.1671741264872253}
{"data_time": 0.01605732715688646, "eta_seconds": 261860.69003091194, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.6674615042638321, "fast_rcnn/fg_cls_accuracy": 0.3192857142857143, "iteration": 1959, "loss_box_reg": 0.3025614842772484, "loss_cls": 0.3397476151585579, "loss_mask": 0.3625454902648926, "loss_rpn_cls": 0.06795588391833007, "loss_rpn_loc": 0.1033648676238954, "lr": 0.0001, "mask_rcnn/accuracy": 0.83596631834552, "mask_rcnn/false_negative": 0.12488512980396468, "mask_rcnn/false_positive": 0.20151214254784938, "roi_head/num_bg_samples": 461.375, "roi_head/num_fg_samples": 50.625, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9818122999276966, "total_loss": 1.1585857369937003}
{"data_time": 0.023582794005051255, "eta_seconds": 261842.98881850205, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.6342271717919385, "fast_rcnn/fg_cls_accuracy": 0.31935171411768776, "iteration": 1979, "loss_box_reg": 0.3230886571109295, "loss_cls": 0.3471850659698248, "loss_mask": 0.3511557765305042, "loss_rpn_cls": 0.07580779725685716, "loss_rpn_loc": 0.0929232572671026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8435653453041574, "mask_rcnn/false_negative": 0.1471306459500715, "mask_rcnn/false_positive": 0.19296311995844656, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9920008566696197, "total_loss": 1.1848904953803867}
{"data_time": 0.016195127042010427, "eta_seconds": 261980.4577054456, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.6098414572440547, "fast_rcnn/fg_cls_accuracy": 0.32147352686649355, "iteration": 1999, "loss_box_reg": 0.28462759032845497, "loss_cls": 0.2945337016135454, "loss_mask": 0.3456324115395546, "loss_rpn_cls": 0.077901441603899, "loss_rpn_loc": 0.11444453708827496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8391607338373736, "mask_rcnn/false_negative": 0.12921516795266139, "mask_rcnn/false_positive": 0.18844403555141398, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9757430842146277, "total_loss": 1.1517770406790078}
{"data_time": 0.016317610861733556, "eta_seconds": 261916.3241973566, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.6009544995403421, "fast_rcnn/fg_cls_accuracy": 0.37278431686017466, "iteration": 2019, "loss_box_reg": 0.29737732745707035, "loss_cls": 0.31431124173104763, "loss_mask": 0.34752847999334335, "loss_rpn_cls": 0.08658882137387991, "loss_rpn_loc": 0.12267627380788326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8392187196597165, "mask_rcnn/false_negative": 0.12498808983979931, "mask_rcnn/false_positive": 0.21005335617415394, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9848776957951486, "total_loss": 1.1885755429975688}
{"data_time": 0.015937927644699812, "eta_seconds": 262165.44584255666, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.6194501860272841, "fast_rcnn/fg_cls_accuracy": 0.319634703196347, "iteration": 2039, "loss_box_reg": 0.28725433349609375, "loss_cls": 0.30625451542437077, "loss_mask": 0.35043181478977203, "loss_rpn_cls": 0.07819229084998369, "loss_rpn_loc": 0.09877053205855191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8440591895856604, "mask_rcnn/false_negative": 0.12581015306861526, "mask_rcnn/false_positive": 0.19385070446861563, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9874043236486614, "total_loss": 1.1236130446195602}
{"data_time": 0.016053256578743458, "eta_seconds": 262145.8783365227, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.5998730427422767, "fast_rcnn/fg_cls_accuracy": 0.32917476357041064, "iteration": 2059, "loss_box_reg": 0.30151562951505184, "loss_cls": 0.31120637990534306, "loss_mask": 0.35338040441274643, "loss_rpn_cls": 0.08416817523539066, "loss_rpn_loc": 0.10071944422088563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8314336122674326, "mask_rcnn/false_negative": 0.11625165497242919, "mask_rcnn/false_positive": 0.19769106321388472, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9991447406355292, "total_loss": 1.1184395249001682}
{"data_time": 0.017089962726458907, "eta_seconds": 262484.1767634265, "fast_rcnn/cls_accuracy": 0.902099609375, "fast_rcnn/false_negative": 0.6257765166040341, "fast_rcnn/fg_cls_accuracy": 0.3272808908045977, "iteration": 2079, "loss_box_reg": 0.3081771358847618, "loss_cls": 0.32017645612359047, "loss_mask": 0.372395321726799, "loss_rpn_cls": 0.07474788557738066, "loss_rpn_loc": 0.10127943847328424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8288298941877416, "mask_rcnn/false_negative": 0.1269937890903482, "mask_rcnn/false_positive": 0.21074831036365793, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9995690032374114, "total_loss": 1.2075449689291418}
{"data_time": 0.020387816010043025, "eta_seconds": 262252.64813967515, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.6520101565806178, "fast_rcnn/fg_cls_accuracy": 0.31931644766831163, "iteration": 2099, "loss_box_reg": 0.2858506701886654, "loss_cls": 0.29999811947345734, "loss_mask": 0.3562516123056412, "loss_rpn_cls": 0.07199711562134326, "loss_rpn_loc": 0.08770364732481539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8425788491221518, "mask_rcnn/false_negative": 0.11539483125222093, "mask_rcnn/false_positive": 0.20406233979043828, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9623960400931537, "total_loss": 1.116630100645125}
{"data_time": 0.014975205063819885, "eta_seconds": 262411.996170152, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.5722086113427857, "fast_rcnn/fg_cls_accuracy": 0.3775385612120306, "iteration": 2119, "loss_box_reg": 0.322213402017951, "loss_cls": 0.3251084238290787, "loss_mask": 0.346859198063612, "loss_rpn_cls": 0.08077572332695127, "loss_rpn_loc": 0.11489387368783355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8492893459926782, "mask_rcnn/false_negative": 0.12505039819440103, "mask_rcnn/false_positive": 0.17627851751875878, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9951932644471526, "total_loss": 1.2069544838741422}
{"data_time": 0.01680874382145703, "eta_seconds": 262470.49271473195, "fast_rcnn/cls_accuracy": 0.891357421875, "fast_rcnn/false_negative": 0.6265441363227042, "fast_rcnn/fg_cls_accuracy": 0.3075280112044818, "iteration": 2139, "loss_box_reg": 0.30810981802642345, "loss_cls": 0.32639670744538307, "loss_mask": 0.3538193851709366, "loss_rpn_cls": 0.07368301297537982, "loss_rpn_loc": 0.09568085346836597, "lr": 0.0001, "mask_rcnn/accuracy": 0.8324659990241072, "mask_rcnn/false_negative": 0.13681441978758022, "mask_rcnn/false_positive": 0.194087303941674, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.008899621432647, "total_loss": 1.1361151497112587}
{"data_time": 0.015137490117922425, "eta_seconds": 262341.852735132, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4754840620134305, "fast_rcnn/fg_cls_accuracy": 0.483816762318391, "iteration": 2159, "loss_box_reg": 0.28915210999548435, "loss_cls": 0.3104329891502857, "loss_mask": 0.3373330682516098, "loss_rpn_cls": 0.07394108595326543, "loss_rpn_loc": 0.10177368856966496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8637731331124366, "mask_rcnn/false_negative": 0.11294930000730743, "mask_rcnn/false_positive": 0.17148532585798038, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9793081781826913, "total_loss": 1.1039850017987192}
{"data_time": 0.02614086284302175, "eta_seconds": 262514.7300595464, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.6386727241109469, "fast_rcnn/fg_cls_accuracy": 0.34260836171775866, "iteration": 2179, "loss_box_reg": 0.2705484349280596, "loss_cls": 0.28466376196593046, "loss_mask": 0.32716311141848564, "loss_rpn_cls": 0.07498173555359244, "loss_rpn_loc": 0.08440616307780147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8528803731637582, "mask_rcnn/false_negative": 0.12730835861143514, "mask_rcnn/false_positive": 0.17452458737617632, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.986995305866003, "total_loss": 1.0455962197156623}
{"data_time": 0.018441443564370275, "eta_seconds": 262302.6738443412, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5501378523553738, "fast_rcnn/fg_cls_accuracy": 0.3706881903143585, "iteration": 2199, "loss_box_reg": 0.3159917648881674, "loss_cls": 0.3329528383910656, "loss_mask": 0.3564457446336746, "loss_rpn_cls": 0.08189424988813698, "loss_rpn_loc": 0.11425194144248962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8428348243422157, "mask_rcnn/false_negative": 0.1269094196996909, "mask_rcnn/false_positive": 0.1794337465999989, "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": 0.9825745378620923, "total_loss": 1.221564978826791}
{"data_time": 0.021223186515271664, "eta_seconds": 262392.10236373823, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.6382599255583126, "fast_rcnn/fg_cls_accuracy": 0.3311491935483871, "iteration": 2219, "loss_box_reg": 0.2918186876922846, "loss_cls": 0.3045387342572212, "loss_mask": 0.3533433862030506, "loss_rpn_cls": 0.07356652338057756, "loss_rpn_loc": 0.09197753528133035, "lr": 0.0001, "mask_rcnn/accuracy": 0.8331223307289419, "mask_rcnn/false_negative": 0.11731727685974438, "mask_rcnn/false_positive": 0.19186224239820915, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9824367985129356, "total_loss": 1.1081804097630084}
{"data_time": 0.01708939392119646, "eta_seconds": 262513.2894426584, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.5827723607087973, "fast_rcnn/fg_cls_accuracy": 0.32677165354330706, "iteration": 2239, "loss_box_reg": 0.27845442295074463, "loss_cls": 0.3013552650809288, "loss_mask": 0.3549686037003994, "loss_rpn_cls": 0.06995361112058163, "loss_rpn_loc": 0.1009001606144011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8330567781908336, "mask_rcnn/false_negative": 0.11026980686100074, "mask_rcnn/false_positive": 0.21117962140985225, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0344372047111392, "total_loss": 1.1043369551189244}
{"data_time": 0.019930659094825387, "eta_seconds": 262802.19029809814, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.6016748792991886, "fast_rcnn/fg_cls_accuracy": 0.3709760248848197, "iteration": 2259, "loss_box_reg": 0.2965588942170143, "loss_cls": 0.3100827168673277, "loss_mask": 0.3447810970246792, "loss_rpn_cls": 0.0728539046831429, "loss_rpn_loc": 0.10019503929652274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8416045309510868, "mask_rcnn/false_negative": 0.13686601623228586, "mask_rcnn/false_positive": 0.17888476025041047, "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": 0.9929634255822748, "total_loss": 1.1117054962087423}
{"data_time": 0.01582052488811314, "eta_seconds": 262594.7304159589, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.5753991988835119, "fast_rcnn/fg_cls_accuracy": 0.36694032358730616, "iteration": 2279, "loss_box_reg": 0.2849512565881014, "loss_cls": 0.2871918808668852, "loss_mask": 0.34350469149649143, "loss_rpn_cls": 0.07537929667159915, "loss_rpn_loc": 0.10797203076072037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8534001179158713, "mask_rcnn/false_negative": 0.10864644054105022, "mask_rcnn/false_positive": 0.16908529194289507, "roi_head/num_bg_samples": 472.375, "roi_head/num_fg_samples": 39.625, "rpn/num_neg_anchors": 240.625, "rpn/num_pos_anchors": 15.375, "time": 0.9644570469390601, "total_loss": 1.083071929984726}
{"data_time": 0.020867666229605675, "eta_seconds": 263002.3031116696, "fast_rcnn/cls_accuracy": 0.906005859375, "fast_rcnn/false_negative": 0.62953458163039, "fast_rcnn/fg_cls_accuracy": 0.34592867656898163, "iteration": 2299, "loss_box_reg": 0.29185648262500763, "loss_cls": 0.309774799272418, "loss_mask": 0.33741241693496704, "loss_rpn_cls": 0.08155541261658072, "loss_rpn_loc": 0.10023843497037888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8509492240292343, "mask_rcnn/false_negative": 0.12310785673818062, "mask_rcnn/false_positive": 0.18164318743989338, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0081074996851385, "total_loss": 1.1427161442115903}
{"data_time": 0.019811326870694757, "eta_seconds": 263072.1852758154, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.6098015873015874, "fast_rcnn/fg_cls_accuracy": 0.34085567781219955, "iteration": 2319, "loss_box_reg": 0.31143682077527046, "loss_cls": 0.3224023971706629, "loss_mask": 0.3612745516002178, "loss_rpn_cls": 0.08046563575044274, "loss_rpn_loc": 0.11279122484847903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8441086387161499, "mask_rcnn/false_negative": 0.12243740523659409, "mask_rcnn/false_positive": 0.19884240290411284, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9805774404667318, "total_loss": 1.2152557806111872}
{"data_time": 0.014484382700175047, "eta_seconds": 262963.0050462065, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.5389880696935885, "fast_rcnn/fg_cls_accuracy": 0.42814563462949373, "iteration": 2339, "loss_box_reg": 0.2843056246638298, "loss_cls": 0.2799899224191904, "loss_mask": 0.3507634177803993, "loss_rpn_cls": 0.07682921970263124, "loss_rpn_loc": 0.0948575281072408, "lr": 0.0001, "mask_rcnn/accuracy": 0.839536920789258, "mask_rcnn/false_negative": 0.12580169500826596, "mask_rcnn/false_positive": 0.175379738288828, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9619376033078879, "total_loss": 1.0921492924680933}
{"data_time": 0.0157928338740021, "eta_seconds": 262991.564981034, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.5720606035310322, "fast_rcnn/fg_cls_accuracy": 0.3527117884356791, "iteration": 2359, "loss_box_reg": 0.2737543862313032, "loss_cls": 0.2708767354488373, "loss_mask": 0.33230161666870117, "loss_rpn_cls": 0.06545756291598082, "loss_rpn_loc": 0.0896298591978848, "lr": 0.0001, "mask_rcnn/accuracy": 0.8396803434852553, "mask_rcnn/false_negative": 0.11609644645037683, "mask_rcnn/false_positive": 0.20344418821782184, "roi_head/num_bg_samples": 464.375, "roi_head/num_fg_samples": 47.625, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 0.984063976444304, "total_loss": 1.0057518645189703}
{"data_time": 0.019653284922242165, "eta_seconds": 263092.09950249176, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5874461775936307, "fast_rcnn/fg_cls_accuracy": 0.36219586220850825, "iteration": 2379, "loss_box_reg": 0.2964920084923506, "loss_cls": 0.2962415963411331, "loss_mask": 0.3360479734838009, "loss_rpn_cls": 0.07627883413806558, "loss_rpn_loc": 0.0972518757916987, "lr": 0.0001, "mask_rcnn/accuracy": 0.8571794700968285, "mask_rcnn/false_negative": 0.1381144837936346, "mask_rcnn/false_positive": 0.1802731215775545, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9924552054144442, "total_loss": 1.0775350029580295}
{"data_time": 0.015994867542758584, "eta_seconds": 263150.12135496363, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.6141991570073762, "fast_rcnn/fg_cls_accuracy": 0.3276653171390014, "iteration": 2399, "loss_box_reg": 0.2677184995263815, "loss_cls": 0.28765403758734465, "loss_mask": 0.3427574150264263, "loss_rpn_cls": 0.0655517284758389, "loss_rpn_loc": 0.09581972844898701, "lr": 0.0001, "mask_rcnn/accuracy": 0.839444605368225, "mask_rcnn/false_negative": 0.13153739508764872, "mask_rcnn/false_positive": 0.19801523581863117, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9846984869800508, "total_loss": 1.0678467359393835}
{"data_time": 0.02484462782740593, "eta_seconds": 263533.24339729734, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.5529539516101667, "fast_rcnn/fg_cls_accuracy": 0.39928732183045756, "iteration": 2419, "loss_box_reg": 0.2787730544805527, "loss_cls": 0.27707001008093357, "loss_mask": 0.33716892823576927, "loss_rpn_cls": 0.0744201447814703, "loss_rpn_loc": 0.10961460054386407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8505046511339789, "mask_rcnn/false_negative": 0.11556534799348203, "mask_rcnn/false_positive": 0.20089256071145278, "roi_head/num_bg_samples": 462.875, "roi_head/num_fg_samples": 49.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0297235986217856, "total_loss": 1.0613936316221952}
{"data_time": 0.014452458592131734, "eta_seconds": 263491.47277870215, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.5917890520694259, "fast_rcnn/fg_cls_accuracy": 0.3528947687826193, "iteration": 2439, "loss_box_reg": 0.2732849307358265, "loss_cls": 0.27218231558799744, "loss_mask": 0.34165000542998314, "loss_rpn_cls": 0.07033370155841112, "loss_rpn_loc": 0.09763732505962253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8523592481788664, "mask_rcnn/false_negative": 0.12718495038758287, "mask_rcnn/false_positive": 0.1779819909779718, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9930525424424559, "total_loss": 1.036678054369986}
{"data_time": 0.015337046701461077, "eta_seconds": 263205.6501253741, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.4895574234496955, "fast_rcnn/fg_cls_accuracy": 0.46884706501710977, "iteration": 2459, "loss_box_reg": 0.26907961070537567, "loss_cls": 0.255634943023324, "loss_mask": 0.33431215584278107, "loss_rpn_cls": 0.07953759282827377, "loss_rpn_loc": 0.11974691599607468, "lr": 0.0001, "mask_rcnn/accuracy": 0.8427355476754723, "mask_rcnn/false_negative": 0.1134447534105602, "mask_rcnn/false_positive": 0.1748595400158035, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9547841700259596, "total_loss": 1.08876565634273}
{"data_time": 0.01779050729237497, "eta_seconds": 263301.7128315568, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.5275124232680503, "fast_rcnn/fg_cls_accuracy": 0.4088678927890546, "iteration": 2479, "loss_box_reg": 0.29445335641503334, "loss_cls": 0.2949965838342905, "loss_mask": 0.33537568151950836, "loss_rpn_cls": 0.06491942412685603, "loss_rpn_loc": 0.100988426245749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8437746173588672, "mask_rcnn/false_negative": 0.1346219334584398, "mask_rcnn/false_positive": 0.1793496802476576, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9966733823530376, "total_loss": 1.112231746665202}
{"data_time": 0.015664749778807163, "eta_seconds": 263282.0281939348, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.6025246305418719, "fast_rcnn/fg_cls_accuracy": 0.32166325054256084, "iteration": 2499, "loss_box_reg": 0.29383232444524765, "loss_cls": 0.30196864530444145, "loss_mask": 0.34261342510581017, "loss_rpn_cls": 0.06755471602082253, "loss_rpn_loc": 0.10916303005069494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8510018656089047, "mask_rcnn/false_negative": 0.1265616586286517, "mask_rcnn/false_positive": 0.1753150355566337, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9750137249939144, "total_loss": 1.1495756839867681}
{"data_time": 0.019593504024669528, "eta_seconds": 263146.6221706476, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.5383894314614579, "fast_rcnn/fg_cls_accuracy": 0.43659574468085105, "iteration": 2519, "loss_box_reg": 0.2906787469983101, "loss_cls": 0.2982532735913992, "loss_mask": 0.338491789996624, "loss_rpn_cls": 0.0723606557585299, "loss_rpn_loc": 0.12004369078204036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8464201944664873, "mask_rcnn/false_negative": 0.1403044400214889, "mask_rcnn/false_positive": 0.16675252513188243, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9631542824208736, "total_loss": 1.0992669535335153}
{"data_time": 0.01836553541943431, "eta_seconds": 263242.65891869087, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5492955135335558, "fast_rcnn/fg_cls_accuracy": 0.38051538746755653, "iteration": 2539, "loss_box_reg": 0.28685090132057667, "loss_cls": 0.2932823374867439, "loss_mask": 0.33293385058641434, "loss_rpn_cls": 0.07618009462021291, "loss_rpn_loc": 0.10482268827036023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8475696650027591, "mask_rcnn/false_negative": 0.12558034631991433, "mask_rcnn/false_positive": 0.1797965073244387, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9796560578979552, "total_loss": 1.1011808954644948}
{"data_time": 0.016713973134756088, "eta_seconds": 263285.7532324083, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.5983509631922945, "fast_rcnn/fg_cls_accuracy": 0.3538322632423756, "iteration": 2559, "loss_box_reg": 0.29270383156836033, "loss_cls": 0.2973610293120146, "loss_mask": 0.3418876379728317, "loss_rpn_cls": 0.07963512069545686, "loss_rpn_loc": 0.12075525196269155, "lr": 0.0001, "mask_rcnn/accuracy": 0.8438222222375988, "mask_rcnn/false_negative": 0.12342122550815743, "mask_rcnn/false_positive": 0.18881625951228892, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.970372699201107, "total_loss": 1.159648478962481}
{"data_time": 0.027917191619053483, "eta_seconds": 263392.9093009606, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.5408357075023742, "fast_rcnn/fg_cls_accuracy": 0.3940217391304348, "iteration": 2579, "loss_box_reg": 0.2882013823837042, "loss_cls": 0.3036234248429537, "loss_mask": 0.33950214833021164, "loss_rpn_cls": 0.06600992940366268, "loss_rpn_loc": 0.09628389915451407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8448580501279459, "mask_rcnn/false_negative": 0.12022246740584666, "mask_rcnn/false_positive": 0.18290666417394696, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0015193733852357, "total_loss": 1.1282232673838735}
{"data_time": 0.013955502538010478, "eta_seconds": 263293.9456076827, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5517009670874068, "fast_rcnn/fg_cls_accuracy": 0.41963363141176924, "iteration": 2599, "loss_box_reg": 0.28965272940695286, "loss_cls": 0.29976597987115383, "loss_mask": 0.34014345705509186, "loss_rpn_cls": 0.07111631613224745, "loss_rpn_loc": 0.09864904824644327, "lr": 0.0001, "mask_rcnn/accuracy": 0.8528590720005217, "mask_rcnn/false_negative": 0.11318336007961018, "mask_rcnn/false_positive": 0.19156513248550236, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9738819634076208, "total_loss": 1.1405309825204313}
{"data_time": 0.015813845442608, "eta_seconds": 262965.14495192096, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5529176397856848, "fast_rcnn/fg_cls_accuracy": 0.3719606593206447, "iteration": 2619, "loss_box_reg": 0.3030367624014616, "loss_cls": 0.30876031704247, "loss_mask": 0.3409381154924631, "loss_rpn_cls": 0.08914571860805154, "loss_rpn_loc": 0.11193483043462038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8409452221124291, "mask_rcnn/false_negative": 0.11631707738004167, "mask_rcnn/false_positive": 0.20399631514298658, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9487552982755005, "total_loss": 1.1468309247866273}
{"data_time": 0.015390653861686587, "eta_seconds": 262834.3570306152, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.5405831363278172, "fast_rcnn/fg_cls_accuracy": 0.4150533794451545, "iteration": 2639, "loss_box_reg": 0.26794165931642056, "loss_cls": 0.2685692682862282, "loss_mask": 0.3347737267613411, "loss_rpn_cls": 0.06632504239678383, "loss_rpn_loc": 0.11244287295266986, "lr": 0.0001, "mask_rcnn/accuracy": 0.8478074419422942, "mask_rcnn/false_negative": 0.1341131035429622, "mask_rcnn/false_positive": 0.19488148731631416, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9696537295822054, "total_loss": 1.1080060431268066}
{"data_time": 0.01277817296795547, "eta_seconds": 263008.8902762858, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.6260376267265428, "fast_rcnn/fg_cls_accuracy": 0.3414239482200647, "iteration": 2659, "loss_box_reg": 0.2901702281087637, "loss_cls": 0.2813351918011904, "loss_mask": 0.34413381665945053, "loss_rpn_cls": 0.07072062510997057, "loss_rpn_loc": 0.10237564099952579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8476108955032394, "mask_rcnn/false_negative": 0.13689894230640248, "mask_rcnn/false_positive": 0.1786989251533163, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9976680898107588, "total_loss": 1.102359306998551}
{"data_time": 0.017370016546919942, "eta_seconds": 262829.8720595706, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.570703933747412, "fast_rcnn/fg_cls_accuracy": 0.3485505547741835, "iteration": 2679, "loss_box_reg": 0.27378923259675503, "loss_cls": 0.2709826398640871, "loss_mask": 0.3234705775976181, "loss_rpn_cls": 0.06803871691226959, "loss_rpn_loc": 0.10632056533358991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8445504962724351, "mask_rcnn/false_negative": 0.11062309703527812, "mask_rcnn/false_positive": 0.19407586655197046, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9674627336207777, "total_loss": 1.064038927666843}
{"data_time": 0.0170242702588439, "eta_seconds": 262957.3705560062, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.5871031746031745, "fast_rcnn/fg_cls_accuracy": 0.3754079513425308, "iteration": 2699, "loss_box_reg": 0.2741332734003663, "loss_cls": 0.28922974318265915, "loss_mask": 0.3299739621579647, "loss_rpn_cls": 0.07596688438206911, "loss_rpn_loc": 0.09855962102301419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8553411310653052, "mask_rcnn/false_negative": 0.1181296979444823, "mask_rcnn/false_positive": 0.17852649908272944, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9891867039259523, "total_loss": 1.089496674016118}
{"data_time": 0.015641461359336972, "eta_seconds": 262755.7112026587, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.5530248077760046, "fast_rcnn/fg_cls_accuracy": 0.39778951698456344, "iteration": 2719, "loss_box_reg": 0.2781506162136793, "loss_cls": 0.2940604407340288, "loss_mask": 0.3186118081212044, "loss_rpn_cls": 0.06496200384572148, "loss_rpn_loc": 0.10382781171938404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8712034830856422, "mask_rcnn/false_negative": 0.10935140860519484, "mask_rcnn/false_positive": 0.1533400413264285, "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": 0.9605801925063133, "total_loss": 1.0487265863921493}
{"data_time": 0.020259033888578415, "eta_seconds": 262770.8798692236, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.4802827380952381, "fast_rcnn/fg_cls_accuracy": 0.42075517075517077, "iteration": 2739, "loss_box_reg": 0.2889179792255163, "loss_cls": 0.28732105158269405, "loss_mask": 0.3188126180320978, "loss_rpn_cls": 0.07517201523296535, "loss_rpn_loc": 0.09934285399504006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8555189671749381, "mask_rcnn/false_negative": 0.11902781223628184, "mask_rcnn/false_positive": 0.18578946303448748, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9965629652142525, "total_loss": 1.0760204927064478}
{"data_time": 0.01836521807126701, "eta_seconds": 262740.65367878415, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.519875772217661, "fast_rcnn/fg_cls_accuracy": 0.46011477923600774, "iteration": 2759, "loss_box_reg": 0.3005588725209236, "loss_cls": 0.28073556534945965, "loss_mask": 0.3267922103404999, "loss_rpn_cls": 0.07286332221701741, "loss_rpn_loc": 0.08766741817817092, "lr": 0.0001, "mask_rcnn/accuracy": 0.8622683941997852, "mask_rcnn/false_negative": 0.11779185823501435, "mask_rcnn/false_positive": 0.17769009192937357, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.98956183437258, "total_loss": 1.092728864401579}
{"data_time": 0.016844322439283133, "eta_seconds": 262923.5224966612, "fast_rcnn/cls_accuracy": 0.902587890625, "fast_rcnn/false_negative": 0.5196270591007432, "fast_rcnn/fg_cls_accuracy": 0.43564766030519453, "iteration": 2779, "loss_box_reg": 0.27163405902683735, "loss_cls": 0.27717090398073196, "loss_mask": 0.3271587938070297, "loss_rpn_cls": 0.05815045349299908, "loss_rpn_loc": 0.07799670845270157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8633188422897069, "mask_rcnn/false_negative": 0.1206817096014007, "mask_rcnn/false_positive": 0.16165209271139463, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0048534974921495, "total_loss": 1.023132417583838}
{"data_time": 0.02161120786331594, "eta_seconds": 262903.84406521916, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5683167522464698, "fast_rcnn/fg_cls_accuracy": 0.38243312946724634, "iteration": 2799, "loss_box_reg": 0.32537247240543365, "loss_cls": 0.30874553322792053, "loss_mask": 0.3286166340112686, "loss_rpn_cls": 0.08385730138979852, "loss_rpn_loc": 0.0932358792051673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8416438335664732, "mask_rcnn/false_negative": 0.12413125780784862, "mask_rcnn/false_positive": 0.1919796045109285, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9936954600270838, "total_loss": 1.1324888351373374}
{"data_time": 0.014202934456989169, "eta_seconds": 262599.00937119965, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.5677517571066784, "fast_rcnn/fg_cls_accuracy": 0.400252990248667, "iteration": 2819, "loss_box_reg": 0.26655976846814156, "loss_cls": 0.2739658020436764, "loss_mask": 0.3159893788397312, "loss_rpn_cls": 0.07521303743124008, "loss_rpn_loc": 0.09483177168294787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8554817102279508, "mask_rcnn/false_negative": 0.12157689679535523, "mask_rcnn/false_positive": 0.16973293937325484, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9734093819279224, "total_loss": 1.0320061554666609}
{"data_time": 0.019741978030651808, "eta_seconds": 262654.5227868017, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.5774201127819549, "fast_rcnn/fg_cls_accuracy": 0.4169407894736842, "iteration": 2839, "loss_box_reg": 0.30889404006302357, "loss_cls": 0.3071283549070358, "loss_mask": 0.3396284617483616, "loss_rpn_cls": 0.07920023938640952, "loss_rpn_loc": 0.12453495245426893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8417603081518176, "mask_rcnn/false_negative": 0.12588845954165306, "mask_rcnn/false_positive": 0.20731429063597948, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9947301796637475, "total_loss": 1.1735837939195335}
{"data_time": 0.015816560247913003, "eta_seconds": 262739.6534560714, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.5371963702761025, "fast_rcnn/fg_cls_accuracy": 0.4120926243567753, "iteration": 2859, "loss_box_reg": 0.2992365937680006, "loss_cls": 0.2924691326916218, "loss_mask": 0.344171654433012, "loss_rpn_cls": 0.07295702956616879, "loss_rpn_loc": 0.13043689774349332, "lr": 0.0001, "mask_rcnn/accuracy": 0.853360788251954, "mask_rcnn/false_negative": 0.13954620189209405, "mask_rcnn/false_positive": 0.16527974186335842, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0030639139004052, "total_loss": 1.1624079237226397}
{"data_time": 0.01824297523126006, "eta_seconds": 262622.67404085025, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.5762594268476622, "fast_rcnn/fg_cls_accuracy": 0.3376131687242798, "iteration": 2879, "loss_box_reg": 0.2911838386207819, "loss_cls": 0.29903344810009, "loss_mask": 0.33934973180294037, "loss_rpn_cls": 0.07650258066132665, "loss_rpn_loc": 0.10688780900090933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8491756092275466, "mask_rcnn/false_negative": 0.13184377138358905, "mask_rcnn/false_positive": 0.19545302798554065, "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": 0.9452369608916342, "total_loss": 1.1168815004639328}
{"data_time": 0.019462059950456023, "eta_seconds": 262603.01076786127, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5652271704903284, "fast_rcnn/fg_cls_accuracy": 0.3893773050861995, "iteration": 2899, "loss_box_reg": 0.27275266870856285, "loss_cls": 0.27083634585142136, "loss_mask": 0.32410843297839165, "loss_rpn_cls": 0.07494793087244034, "loss_rpn_loc": 0.1120619778521359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8510328700445695, "mask_rcnn/false_negative": 0.11414074325935561, "mask_rcnn/false_positive": 0.16210295737071967, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9739089119248092, "total_loss": 1.067485932726413}
{"data_time": 0.021623309701681137, "eta_seconds": 262653.2358051557, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.5124072227761161, "fast_rcnn/fg_cls_accuracy": 0.4476833142077866, "iteration": 2919, "loss_box_reg": 0.2955686040222645, "loss_cls": 0.30222223326563835, "loss_mask": 0.34523721784353256, "loss_rpn_cls": 0.07040029997006059, "loss_rpn_loc": 0.09545739740133286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8632997575406814, "mask_rcnn/false_negative": 0.11217657944363985, "mask_rcnn/false_positive": 0.151949236606006, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9787057552020997, "total_loss": 1.1321148667484522}
{"data_time": 0.021662217332050204, "eta_seconds": 262579.57519012503, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5509209100758397, "fast_rcnn/fg_cls_accuracy": 0.4171087533156499, "iteration": 2939, "loss_box_reg": 0.28439154475927353, "loss_cls": 0.27532533556222916, "loss_mask": 0.32899412512779236, "loss_rpn_cls": 0.06514310836791992, "loss_rpn_loc": 0.1066334517672658, "lr": 0.0001, "mask_rcnn/accuracy": 0.8590808803360054, "mask_rcnn/false_negative": 0.11254777152869963, "mask_rcnn/false_positive": 0.16006252696888715, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9829630926251411, "total_loss": 1.0478446893393993}
{"data_time": 0.018536507384851575, "eta_seconds": 262559.9107270688, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.5425292529252925, "fast_rcnn/fg_cls_accuracy": 0.40843214756258234, "iteration": 2959, "loss_box_reg": 0.2794184461236, "loss_cls": 0.283845754340291, "loss_mask": 0.33921643905341625, "loss_rpn_cls": 0.06544136675074697, "loss_rpn_loc": 0.07798313372768462, "lr": 0.0001, "mask_rcnn/accuracy": 0.8621954534709637, "mask_rcnn/false_negative": 0.1116792059231298, "mask_rcnn/false_positive": 0.14561511321736115, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9812428359873593, "total_loss": 1.1017200406640768}
{"data_time": 0.023452423280104995, "eta_seconds": 262540.24626401253, "fast_rcnn/cls_accuracy": 0.889892578125, "fast_rcnn/false_negative": 0.5938054645901557, "fast_rcnn/fg_cls_accuracy": 0.38423913043478264, "iteration": 2979, "loss_box_reg": 0.3158431965857744, "loss_cls": 0.31704139709472656, "loss_mask": 0.336630504578352, "loss_rpn_cls": 0.07432272145524621, "loss_rpn_loc": 0.13716461951844394, "lr": 0.0001, "mask_rcnn/accuracy": 0.831206312757405, "mask_rcnn/false_negative": 0.1218572620792708, "mask_rcnn/false_positive": 0.2182208230418345, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 0.9913241409230977, "total_loss": 1.2191608003340662}
{"data_time": 0.014243828831240535, "eta_seconds": 262645.38688142784, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5691940615058324, "fast_rcnn/fg_cls_accuracy": 0.36821256038647343, "iteration": 2999, "loss_box_reg": 0.27469518780708313, "loss_cls": 0.27440585009753704, "loss_mask": 0.3304862193763256, "loss_rpn_cls": 0.09907146356999874, "loss_rpn_loc": 0.10925535019487143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8750245359761951, "mask_rcnn/false_negative": 0.11344572270322827, "mask_rcnn/false_positive": 0.1351245187772312, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0134711482096463, "total_loss": 1.0994136397494003}
{"data_time": 0.015394110698252916, "eta_seconds": 262713.7772330968, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.5226692662176533, "fast_rcnn/fg_cls_accuracy": 0.44455645161290325, "iteration": 3019, "loss_box_reg": 0.268414793536067, "loss_cls": 0.2661219257861376, "loss_mask": 0.3309915326535702, "loss_rpn_cls": 0.06742836674675345, "loss_rpn_loc": 0.09587999037466943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8646414369551885, "mask_rcnn/false_negative": 0.11618250238029372, "mask_rcnn/false_positive": 0.13576343155324, "roi_head/num_bg_samples": 460.125, "roi_head/num_fg_samples": 51.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9932041415013373, "total_loss": 1.0191611163318157}
{"data_time": 0.021940194070339203, "eta_seconds": 262694.09682428464, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.5423192678582396, "fast_rcnn/fg_cls_accuracy": 0.3904668557446335, "iteration": 3039, "loss_box_reg": 0.2854910232126713, "loss_cls": 0.29526180401444435, "loss_mask": 0.3361067846417427, "loss_rpn_cls": 0.06966598052531481, "loss_rpn_loc": 0.09969913959503174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8539081939151667, "mask_rcnn/false_negative": 0.12258638706289676, "mask_rcnn/false_positive": 0.17298791825057475, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9919174944516271, "total_loss": 1.1127035056706518}
{"data_time": 0.014619336696341634, "eta_seconds": 262627.6356788445, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.5963818789905746, "fast_rcnn/fg_cls_accuracy": 0.3932806324110672, "iteration": 3059, "loss_box_reg": 0.2715962268412113, "loss_cls": 0.2728739492595196, "loss_mask": 0.32806631550192833, "loss_rpn_cls": 0.05667439056560397, "loss_rpn_loc": 0.07366612239275128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8436133889771866, "mask_rcnn/false_negative": 0.12249524140313145, "mask_rcnn/false_positive": 0.19520854103291702, "roi_head/num_bg_samples": 462.625, "roi_head/num_fg_samples": 49.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9933504979126155, "total_loss": 1.0053287481423467}
{"data_time": 0.019329052651301026, "eta_seconds": 262441.9239487313, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5860606894022735, "fast_rcnn/fg_cls_accuracy": 0.3452529021558872, "iteration": 3079, "loss_box_reg": 0.2664113501086831, "loss_cls": 0.2633139118552208, "loss_mask": 0.34053318575024605, "loss_rpn_cls": 0.07558635575696826, "loss_rpn_loc": 0.09620970161631703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8490639550723202, "mask_rcnn/false_negative": 0.10600223238802833, "mask_rcnn/false_positive": 0.19383692084979054, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9721715277992189, "total_loss": 1.043016580864787}
{"data_time": 0.021005326183512807, "eta_seconds": 262547.01782267075, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.5422709451486429, "fast_rcnn/fg_cls_accuracy": 0.41730453799890654, "iteration": 3099, "loss_box_reg": 0.2628286015242338, "loss_cls": 0.26183207891881466, "loss_mask": 0.32025828398764133, "loss_rpn_cls": 0.06668959325179458, "loss_rpn_loc": 0.09634266141802073, "lr": 0.0001, "mask_rcnn/accuracy": 0.8581179302918605, "mask_rcnn/false_negative": 0.11365807641606641, "mask_rcnn/false_positive": 0.16577950350282425, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9561988401692361, "total_loss": 1.0364246251992881}
{"data_time": 0.01496313652023673, "eta_seconds": 262541.21951535344, "fast_rcnn/cls_accuracy": 0.906494140625, "fast_rcnn/false_negative": 0.5036896114377954, "fast_rcnn/fg_cls_accuracy": 0.4655349487973327, "iteration": 3119, "loss_box_reg": 0.2840389646589756, "loss_cls": 0.27413504011929035, "loss_mask": 0.32800815626978874, "loss_rpn_cls": 0.0664276231545955, "loss_rpn_loc": 0.09137038234621286, "lr": 0.0001, "mask_rcnn/accuracy": 0.854118760364533, "mask_rcnn/false_negative": 0.12199326535318318, "mask_rcnn/false_positive": 0.16967318275032794, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.007176382932812, "total_loss": 1.0792336071608588}
{"data_time": 0.015862561063840985, "eta_seconds": 262436.8822336523, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.5505599640970196, "fast_rcnn/fg_cls_accuracy": 0.4049012158054711, "iteration": 3139, "loss_box_reg": 0.3090286757797003, "loss_cls": 0.286192798987031, "loss_mask": 0.3407353051006794, "loss_rpn_cls": 0.06456057634204626, "loss_rpn_loc": 0.10107177868485451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8512948335613304, "mask_rcnn/false_negative": 0.10916782282757959, "mask_rcnn/false_positive": 0.18842762667543814, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9971105842851102, "total_loss": 1.110695403534919}
{"data_time": 0.015067813452333212, "eta_seconds": 262417.213727152, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.5008196721311475, "fast_rcnn/fg_cls_accuracy": 0.47548252477829944, "iteration": 3159, "loss_box_reg": 0.2796263238415122, "loss_cls": 0.27981525380164385, "loss_mask": 0.3130939453840256, "loss_rpn_cls": 0.06497225584462285, "loss_rpn_loc": 0.08674296643584967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8644246946189718, "mask_rcnn/false_negative": 0.11216122897239503, "mask_rcnn/false_positive": 0.1587332592848738, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9827288824599236, "total_loss": 1.0346222582738847}
{"data_time": 0.02471883362159133, "eta_seconds": 262397.54522065166, "fast_rcnn/cls_accuracy": 0.905029296875, "fast_rcnn/false_negative": 0.5977319415912498, "fast_rcnn/fg_cls_accuracy": 0.36376853736551323, "iteration": 3179, "loss_box_reg": 0.28346063382923603, "loss_cls": 0.29418917931616306, "loss_mask": 0.34856018610298634, "loss_rpn_cls": 0.07086493913084269, "loss_rpn_loc": 0.09542154427617788, "lr": 0.0001, "mask_rcnn/accuracy": 0.8352905363499281, "mask_rcnn/false_negative": 0.12028354772814887, "mask_rcnn/false_positive": 0.19974250891610457, "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": 0.9856392783112824, "total_loss": 1.1350811095908284}
{"data_time": 0.01866977708414197, "eta_seconds": 262377.87671415135, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.5135416666666667, "fast_rcnn/fg_cls_accuracy": 0.4360180613016593, "iteration": 3199, "loss_box_reg": 0.30558756925165653, "loss_cls": 0.2828357145190239, "loss_mask": 0.3215050883591175, "loss_rpn_cls": 0.07215234357863665, "loss_rpn_loc": 0.10844577616080642, "lr": 0.0001, "mask_rcnn/accuracy": 0.860972731789345, "mask_rcnn/false_negative": 0.11818847988028625, "mask_rcnn/false_positive": 0.1581560549926033, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9748980414588004, "total_loss": 1.0727746482007205}
{"data_time": 0.018191946437582374, "eta_seconds": 262560.3287345497, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.47423986486486486, "fast_rcnn/fg_cls_accuracy": 0.4764384920634921, "iteration": 3219, "loss_box_reg": 0.25878749787807465, "loss_cls": 0.25037109572440386, "loss_mask": 0.3195158913731575, "loss_rpn_cls": 0.06623214739374816, "loss_rpn_loc": 0.09080844884738326, "lr": 0.0001, "mask_rcnn/accuracy": 0.864695275814827, "mask_rcnn/false_negative": 0.11309973977416649, "mask_rcnn/false_positive": 0.15708696821035417, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9921503446530551, "total_loss": 0.9860002014320344}
{"data_time": 0.01742409123107791, "eta_seconds": 262284.60824428126, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.5083081570996979, "fast_rcnn/fg_cls_accuracy": 0.4706506868836573, "iteration": 3239, "loss_box_reg": 0.29159466456621885, "loss_cls": 0.2757264357060194, "loss_mask": 0.33206821605563164, "loss_rpn_cls": 0.07722423574887216, "loss_rpn_loc": 0.09957069251686335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8445599687856509, "mask_rcnn/false_negative": 0.1264715192953584, "mask_rcnn/false_positive": 0.16829331274614157, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9811659185215831, "total_loss": 1.0815108158858493}
{"data_time": 0.01550539443269372, "eta_seconds": 262139.27903301083, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.46770074647163706, "fast_rcnn/fg_cls_accuracy": 0.47834830144474816, "iteration": 3259, "loss_box_reg": 0.30431236140429974, "loss_cls": 0.29053655453026295, "loss_mask": 0.32544602267444134, "loss_rpn_cls": 0.06746397796086967, "loss_rpn_loc": 0.1077587129548192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8491499592794864, "mask_rcnn/false_negative": 0.1197288838371617, "mask_rcnn/false_positive": 0.16723432202597, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.979603762505576, "total_loss": 1.099613681435585}
{"data_time": 0.01750745833851397, "eta_seconds": 262383.82070269436, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5765167209233502, "fast_rcnn/fg_cls_accuracy": 0.3991460274866737, "iteration": 3279, "loss_box_reg": 0.28785357624292374, "loss_cls": 0.2750823963433504, "loss_mask": 0.324843468144536, "loss_rpn_cls": 0.07362712430767715, "loss_rpn_loc": 0.11637400044128299, "lr": 0.0001, "mask_rcnn/accuracy": 0.8518331593807629, "mask_rcnn/false_negative": 0.10809902644256898, "mask_rcnn/false_positive": 0.1837934355786755, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0250504191499203, "total_loss": 1.0852598201017827}
{"data_time": 0.016696424456313252, "eta_seconds": 262172.6767064072, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.5521026183549325, "fast_rcnn/fg_cls_accuracy": 0.37108969982044865, "iteration": 3299, "loss_box_reg": 0.2781497221440077, "loss_cls": 0.27428295835852623, "loss_mask": 0.3252471536397934, "loss_rpn_cls": 0.07007923140190542, "loss_rpn_loc": 0.09941776213236153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8392081264323912, "mask_rcnn/false_negative": 0.10516872331595929, "mask_rcnn/false_positive": 0.20007146258171532, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9625106048770249, "total_loss": 1.0549885293003172}
{"data_time": 0.016083539463579655, "eta_seconds": 262344.4709995296, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4877478240278984, "fast_rcnn/fg_cls_accuracy": 0.4847601232394366, "iteration": 3319, "loss_box_reg": 0.2837632466107607, "loss_cls": 0.2784744184464216, "loss_mask": 0.3231036700308323, "loss_rpn_cls": 0.06914457329548895, "loss_rpn_loc": 0.10575021174736321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8544037699010651, "mask_rcnn/false_negative": 0.1165137487905589, "mask_rcnn/false_positive": 0.17569384334308527, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0054483921267092, "total_loss": 1.077127669705078}
{"data_time": 0.01565004442818463, "eta_seconds": 262478.24211032595, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5851477740366628, "fast_rcnn/fg_cls_accuracy": 0.3079508354138659, "iteration": 3339, "loss_box_reg": 0.2647316884249449, "loss_cls": 0.2708667255938053, "loss_mask": 0.3401850610971451, "loss_rpn_cls": 0.06400483520701528, "loss_rpn_loc": 0.07883971882984042, "lr": 0.0001, "mask_rcnn/accuracy": 0.855533434595957, "mask_rcnn/false_negative": 0.12082012802604138, "mask_rcnn/false_positive": 0.17500669692565834, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9783497964963317, "total_loss": 1.0299455123022199}
{"data_time": 0.022243692306801677, "eta_seconds": 262561.9484787807, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.5741936611410645, "fast_rcnn/fg_cls_accuracy": 0.38026509254454244, "iteration": 3359, "loss_box_reg": 0.2794157788157463, "loss_cls": 0.29092610254883766, "loss_mask": 0.3389849439263344, "loss_rpn_cls": 0.0693123685196042, "loss_rpn_loc": 0.11149478307925165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8398497218575763, "mask_rcnn/false_negative": 0.11127562997617488, "mask_rcnn/false_positive": 0.20281554781651112, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.011598452925682, "total_loss": 1.0692078028805554}
{"data_time": 0.023639391642063856, "eta_seconds": 262722.0085149631, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.5349969567863664, "fast_rcnn/fg_cls_accuracy": 0.4268075154590138, "iteration": 3379, "loss_box_reg": 0.28999066073447466, "loss_cls": 0.2744098100811243, "loss_mask": 0.3243302945047617, "loss_rpn_cls": 0.06486255023628473, "loss_rpn_loc": 0.11016240902245045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8565536943123706, "mask_rcnn/false_negative": 0.11644081670050024, "mask_rcnn/false_positive": 0.15404354031621006, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0049063374754041, "total_loss": 1.076241856557317}
{"data_time": 0.022746320581063628, "eta_seconds": 262721.5989298187, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.5356694422416072, "fast_rcnn/fg_cls_accuracy": 0.42358954451345754, "iteration": 3399, "loss_box_reg": 0.2761537451297045, "loss_cls": 0.2757315691560507, "loss_mask": 0.32078555040061474, "loss_rpn_cls": 0.06504486314952374, "loss_rpn_loc": 0.09675737202633172, "lr": 0.0001, "mask_rcnn/accuracy": 0.873934827630841, "mask_rcnn/false_negative": 0.11405983672483533, "mask_rcnn/false_positive": 0.14350262735865718, "roi_head/num_bg_samples": 462.375, "roi_head/num_fg_samples": 49.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9956882116384804, "total_loss": 1.0232788110151887}
{"data_time": 0.014615742489695549, "eta_seconds": 262363.49214354996, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.5254412575841148, "fast_rcnn/fg_cls_accuracy": 0.43165504511895, "iteration": 3419, "loss_box_reg": 0.29801297932863235, "loss_cls": 0.3083119112998247, "loss_mask": 0.3375597633421421, "loss_rpn_cls": 0.08043193724006414, "loss_rpn_loc": 0.095163679914549, "lr": 0.0001, "mask_rcnn/accuracy": 0.866558233615907, "mask_rcnn/false_negative": 0.11817779532502878, "mask_rcnn/false_positive": 0.15462507533630948, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9665943037252873, "total_loss": 1.1163767876569182}
{"data_time": 0.018534238915890455, "eta_seconds": 262343.80848445, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.5199403802771512, "fast_rcnn/fg_cls_accuracy": 0.44497103738809896, "iteration": 3439, "loss_box_reg": 0.27337076887488365, "loss_cls": 0.27670785412192345, "loss_mask": 0.3266008161008358, "loss_rpn_cls": 0.08517323364503682, "loss_rpn_loc": 0.11112140584737062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8534825521736495, "mask_rcnn/false_negative": 0.11485797449558013, "mask_rcnn/false_positive": 0.16570542585220718, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9961366220377386, "total_loss": 1.0913388112094253}
{"data_time": 0.015087000094354153, "eta_seconds": 262640.0721422257, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.47749970316231083, "fast_rcnn/fg_cls_accuracy": 0.49806201550387597, "iteration": 3459, "loss_box_reg": 0.2753325682133436, "loss_cls": 0.27649994753301144, "loss_mask": 0.3189022187143564, "loss_rpn_cls": 0.07096625468693674, "loss_rpn_loc": 0.09289774112403393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8674373420062889, "mask_rcnn/false_negative": 0.1134405883440141, "mask_rcnn/false_positive": 0.14905045582703397, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9936547244433314, "total_loss": 1.0531539174262434}
{"data_time": 0.01801189500838518, "eta_seconds": 262578.1353996601, "fast_rcnn/cls_accuracy": 0.906982421875, "fast_rcnn/false_negative": 0.5943834900731453, "fast_rcnn/fg_cls_accuracy": 0.3585490830636462, "iteration": 3479, "loss_box_reg": 0.2916376069188118, "loss_cls": 0.28926066122949123, "loss_mask": 0.32275307178497314, "loss_rpn_cls": 0.06802124017849565, "loss_rpn_loc": 0.10583523008972406, "lr": 0.0001, "mask_rcnn/accuracy": 0.861778719732051, "mask_rcnn/false_negative": 0.1209350633689866, "mask_rcnn/false_positive": 0.1718541931383041, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9845710603985935, "total_loss": 1.1322422628290951}
{"data_time": 0.014647142495959997, "eta_seconds": 262558.4312021965, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.5505050505050505, "fast_rcnn/fg_cls_accuracy": 0.3905160267699894, "iteration": 3499, "loss_box_reg": 0.2963494509458542, "loss_cls": 0.2895503332838416, "loss_mask": 0.3267469294369221, "loss_rpn_cls": 0.0625923709012568, "loss_rpn_loc": 0.09831469971686602, "lr": 0.0001, "mask_rcnn/accuracy": 0.849278677788218, "mask_rcnn/false_negative": 0.1128931409773194, "mask_rcnn/false_positive": 0.1608100161814487, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.95281479251571, "total_loss": 1.0960835376754403}
{"data_time": 0.015409775311127305, "eta_seconds": 262658.64850914106, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.5194612578666773, "fast_rcnn/fg_cls_accuracy": 0.43108389786347057, "iteration": 3519, "loss_box_reg": 0.29288108460605145, "loss_cls": 0.2861025333404541, "loss_mask": 0.32641393691301346, "loss_rpn_cls": 0.060924258548766375, "loss_rpn_loc": 0.11067586462013423, "lr": 0.0001, "mask_rcnn/accuracy": 0.862841427521178, "mask_rcnn/false_negative": 0.1181617140852782, "mask_rcnn/false_positive": 0.15725511077700516, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9949727593921125, "total_loss": 1.1009187556337565}
{"data_time": 0.01546136848628521, "eta_seconds": 262638.93531126436, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5778692665184886, "fast_rcnn/fg_cls_accuracy": 0.38500241994030815, "iteration": 3539, "loss_box_reg": 0.2611399795860052, "loss_cls": 0.26660518161952496, "loss_mask": 0.31103559769690037, "loss_rpn_cls": 0.05685477494262159, "loss_rpn_loc": 0.10406513419002295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8461967799721539, "mask_rcnn/false_negative": 0.11784883705432492, "mask_rcnn/false_positive": 0.18547087849036942, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9851894108578563, "total_loss": 0.994825555710122}
{"data_time": 0.015508298994973302, "eta_seconds": 262684.53000132926, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.487823585810163, "fast_rcnn/fg_cls_accuracy": 0.4672863843382503, "iteration": 3559, "loss_box_reg": 0.2961361948400736, "loss_cls": 0.2932597976177931, "loss_mask": 0.32137082517147064, "loss_rpn_cls": 0.06929062027484179, "loss_rpn_loc": 0.0966386494692415, "lr": 0.0001, "mask_rcnn/accuracy": 0.860494084996636, "mask_rcnn/false_negative": 0.12126403281245794, "mask_rcnn/false_positive": 0.1466491171063991, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9994101820047945, "total_loss": 1.0521751870401204}
{"data_time": 0.01679973304271698, "eta_seconds": 262623.68111633696, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.5727409988385598, "fast_rcnn/fg_cls_accuracy": 0.3643903538426865, "iteration": 3579, "loss_box_reg": 0.2783604897558689, "loss_cls": 0.2803816292434931, "loss_mask": 0.3233834132552147, "loss_rpn_cls": 0.07142950128763914, "loss_rpn_loc": 0.10969881666824222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8379612271919692, "mask_rcnn/false_negative": 0.13809781380766822, "mask_rcnn/false_positive": 0.15602078951944454, "roi_head/num_bg_samples": 464.125, "roi_head/num_fg_samples": 47.875, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9974479011725634, "total_loss": 1.0748532889410853}
{"data_time": 0.02234584162943065, "eta_seconds": 262695.7568921149, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.5206426361972097, "fast_rcnn/fg_cls_accuracy": 0.43462121212121213, "iteration": 3599, "loss_box_reg": 0.2500564269721508, "loss_cls": 0.27389049902558327, "loss_mask": 0.31128760427236557, "loss_rpn_cls": 0.06297915754839778, "loss_rpn_loc": 0.09142532525584102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764791773519708, "mask_rcnn/false_negative": 0.11596612803134536, "mask_rcnn/false_positive": 0.12060049086281228, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9848598984535784, "total_loss": 0.9903708036290482}
{"data_time": 0.016996350372210145, "eta_seconds": 262930.0874672411, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.5194805194805194, "fast_rcnn/fg_cls_accuracy": 0.4468025078369906, "iteration": 3619, "loss_box_reg": 0.2821006737649441, "loss_cls": 0.2813744731247425, "loss_mask": 0.33004219084978104, "loss_rpn_cls": 0.06278122053481638, "loss_rpn_loc": 0.10026889340952039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8562073857929531, "mask_rcnn/false_negative": 0.1359396277775761, "mask_rcnn/false_positive": 0.1841065386706811, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9783495760057122, "total_loss": 1.0560190505348146}
{"data_time": 0.022345077013596892, "eta_seconds": 263224.82528280467, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.488659666967435, "fast_rcnn/fg_cls_accuracy": 0.47580374615599663, "iteration": 3639, "loss_box_reg": 0.2656465731561184, "loss_cls": 0.26067702285945415, "loss_mask": 0.3244692701846361, "loss_rpn_cls": 0.06488905195146799, "loss_rpn_loc": 0.09416243340820074, "lr": 0.0001, "mask_rcnn/accuracy": 0.850785954496069, "mask_rcnn/false_negative": 0.11985292907815392, "mask_rcnn/false_positive": 0.17515616149934932, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0019206607248634, "total_loss": 1.0306216469034553}
{"data_time": 0.018604150041937828, "eta_seconds": 263264.0593265975, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.5147845865667648, "fast_rcnn/fg_cls_accuracy": 0.4336051417084289, "iteration": 3659, "loss_box_reg": 0.24753093253821135, "loss_cls": 0.24905948899686337, "loss_mask": 0.32277050614356995, "loss_rpn_cls": 0.05592114687897265, "loss_rpn_loc": 0.0794205591082573, "lr": 0.0001, "mask_rcnn/accuracy": 0.855335936206691, "mask_rcnn/false_negative": 0.12456292585130119, "mask_rcnn/false_positive": 0.16778849173989446, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0138649649452418, "total_loss": 0.9432570890057832}
{"data_time": 0.01801305846311152, "eta_seconds": 263277.31901112944, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5217971110271904, "fast_rcnn/fg_cls_accuracy": 0.4174871616664736, "iteration": 3679, "loss_box_reg": 0.2907520793378353, "loss_cls": 0.2708013504743576, "loss_mask": 0.33365051820874214, "loss_rpn_cls": 0.06813518237322569, "loss_rpn_loc": 0.09046219009906054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8369701099085582, "mask_rcnn/false_negative": 0.11864684951162811, "mask_rcnn/false_positive": 0.16680074555438545, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9884971361607313, "total_loss": 1.021579708205536}
{"data_time": 0.015166023280471563, "eta_seconds": 263210.07680119947, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.48421186656480775, "fast_rcnn/fg_cls_accuracy": 0.44852941176470584, "iteration": 3699, "loss_box_reg": 0.28472336288541555, "loss_cls": 0.25288306549191475, "loss_mask": 0.32627917267382145, "loss_rpn_cls": 0.07272756146267056, "loss_rpn_loc": 0.11143111949786544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8525459323967032, "mask_rcnn/false_negative": 0.1256530364302276, "mask_rcnn/false_positive": 0.17333820793031887, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9810759844258428, "total_loss": 1.0465578907169402}
{"data_time": 0.01612246152944863, "eta_seconds": 263313.01242881455, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.5038167938931297, "fast_rcnn/fg_cls_accuracy": 0.45242089431364607, "iteration": 3719, "loss_box_reg": 0.2855181246995926, "loss_cls": 0.27519986405968666, "loss_mask": 0.319707527756691, "loss_rpn_cls": 0.06966031971387565, "loss_rpn_loc": 0.12112241331487894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8472254103961901, "mask_rcnn/false_negative": 0.11049564427037153, "mask_rcnn/false_positive": 0.17941462260331786, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0002782091032714, "total_loss": 1.0843524981755763}
{"data_time": 0.022692584432661533, "eta_seconds": 263192.42010330316, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.507252766251729, "fast_rcnn/fg_cls_accuracy": 0.4634746130478808, "iteration": 3739, "loss_box_reg": 0.27445267513394356, "loss_cls": 0.2789678853005171, "loss_mask": 0.3213324658572674, "loss_rpn_cls": 0.06938215717673302, "loss_rpn_loc": 0.10022396687418222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8589781360913931, "mask_rcnn/false_negative": 0.10290763079711795, "mask_rcnn/false_positive": 0.18212473752332553, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.983459530165419, "total_loss": 1.0112231196835637}
{"data_time": 0.015244109323248267, "eta_seconds": 263165.2142190933, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.5466717007434945, "fast_rcnn/fg_cls_accuracy": 0.39807912844036697, "iteration": 3759, "loss_box_reg": 0.2879803776741028, "loss_cls": 0.2771800309419632, "loss_mask": 0.32413168996572495, "loss_rpn_cls": 0.0685453056357801, "loss_rpn_loc": 0.09256965015083551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8532373032373032, "mask_rcnn/false_negative": 0.11849871341811245, "mask_rcnn/false_positive": 0.1817367801784168, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9867176814004779, "total_loss": 1.0874855052679777}
{"data_time": 0.013978017028421164, "eta_seconds": 262934.6511543682, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.5284640171858217, "fast_rcnn/fg_cls_accuracy": 0.3618148148148148, "iteration": 3779, "loss_box_reg": 0.27899211272597313, "loss_cls": 0.29604640416800976, "loss_mask": 0.320276640355587, "loss_rpn_cls": 0.06369280139915645, "loss_rpn_loc": 0.08644661703146994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8516431897070167, "mask_rcnn/false_negative": 0.11914466412191713, "mask_rcnn/false_positive": 0.14619701981214134, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9573401364032179, "total_loss": 1.0270495302975178}
{"data_time": 0.018698876025155187, "eta_seconds": 262761.93847018294, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.5421304709980312, "fast_rcnn/fg_cls_accuracy": 0.3961172951688626, "iteration": 3799, "loss_box_reg": 0.2738006170839071, "loss_cls": 0.2807818800210953, "loss_mask": 0.3196409158408642, "loss_rpn_cls": 0.057598241372033954, "loss_rpn_loc": 0.09372906165663153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8487083264941365, "mask_rcnn/false_negative": 0.12031173039671654, "mask_rcnn/false_positive": 0.16041536505551018, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9780590690206736, "total_loss": 1.0771577592822723}
{"data_time": 0.01800765353254974, "eta_seconds": 262774.9884193437, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.4986847924765474, "fast_rcnn/fg_cls_accuracy": 0.46398496240601506, "iteration": 3819, "loss_box_reg": 0.30376894399523735, "loss_cls": 0.27504283748567104, "loss_mask": 0.32974909245967865, "loss_rpn_cls": 0.06500757951289415, "loss_rpn_loc": 0.1005662395618856, "lr": 0.0001, "mask_rcnn/accuracy": 0.836352640830223, "mask_rcnn/false_negative": 0.12808777897613954, "mask_rcnn/false_positive": 0.17962624757653106, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.98376145795919, "total_loss": 1.060684846714139}
{"data_time": 0.015669085318222642, "eta_seconds": 262755.24426212534, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.5121202630754775, "fast_rcnn/fg_cls_accuracy": 0.446486094097364, "iteration": 3839, "loss_box_reg": 0.28382004983723164, "loss_cls": 0.27852065674960613, "loss_mask": 0.31962754018604755, "loss_rpn_cls": 0.07656982401385903, "loss_rpn_loc": 0.10488142492249608, "lr": 0.0001, "mask_rcnn/accuracy": 0.8525720037799416, "mask_rcnn/false_negative": 0.1275094029417494, "mask_rcnn/false_positive": 0.16497973014375752, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9997409195639193, "total_loss": 1.0749563220888376}
{"data_time": 0.013927728869020939, "eta_seconds": 262702.71339013707, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.48580786026200873, "fast_rcnn/fg_cls_accuracy": 0.44852531084938163, "iteration": 3859, "loss_box_reg": 0.267888693138957, "loss_cls": 0.27449239883571863, "loss_mask": 0.31960007920861244, "loss_rpn_cls": 0.0637441910803318, "loss_rpn_loc": 0.08701994130387902, "lr": 0.0001, "mask_rcnn/accuracy": 0.8614250584797187, "mask_rcnn/false_negative": 0.10793874240868817, "mask_rcnn/false_positive": 0.15337377398964255, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9957494533155113, "total_loss": 1.0096453512087464}
{"data_time": 0.017928156070411205, "eta_seconds": 262772.3492905218, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.5385681891804341, "fast_rcnn/fg_cls_accuracy": 0.45337868480725624, "iteration": 3879, "loss_box_reg": 0.2962515000253916, "loss_cls": 0.2870878102257848, "loss_mask": 0.3128999210894108, "loss_rpn_cls": 0.05580913508310914, "loss_rpn_loc": 0.08690855745226145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8533964997085948, "mask_rcnn/false_negative": 0.12180580644197092, "mask_rcnn/false_positive": 0.18424324726957936, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9791442977730185, "total_loss": 1.0623924714745954}
{"data_time": 0.020305597223341465, "eta_seconds": 262696.0117904702, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.5110975609756098, "fast_rcnn/fg_cls_accuracy": 0.44108843537414966, "iteration": 3899, "loss_box_reg": 0.2729532402008772, "loss_cls": 0.26855581626296043, "loss_mask": 0.3158356547355652, "loss_rpn_cls": 0.05369435460306704, "loss_rpn_loc": 0.09234381222631782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697144252271825, "mask_rcnn/false_negative": 0.1150142239678944, "mask_rcnn/false_positive": 0.16943967261560242, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9677942239213735, "total_loss": 0.9976865884382278}
{"data_time": 0.016957702580839396, "eta_seconds": 262643.4883100912, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5032239379296679, "fast_rcnn/fg_cls_accuracy": 0.4297593097876622, "iteration": 3919, "loss_box_reg": 0.2726866193115711, "loss_cls": 0.2793585676699877, "loss_mask": 0.3163907341659069, "loss_rpn_cls": 0.06539399432949722, "loss_rpn_loc": 0.0994739979505539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8541083887226656, "mask_rcnn/false_negative": 0.12556423941656036, "mask_rcnn/false_positive": 0.16298996481895353, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9594560915138572, "total_loss": 1.0453644022345543}
{"data_time": 0.015278984094038606, "eta_seconds": 262623.7466167426, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.4719198416625433, "fast_rcnn/fg_cls_accuracy": 0.46764895631724623, "iteration": 3939, "loss_box_reg": 0.28101388923823833, "loss_cls": 0.2700655721127987, "loss_mask": 0.3144246004521847, "loss_rpn_cls": 0.05671423999592662, "loss_rpn_loc": 0.08268667780794203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8488604359106066, "mask_rcnn/false_negative": 0.12201730690259482, "mask_rcnn/false_positive": 0.1764431643811655, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9894885688554496, "total_loss": 0.9908719302620739}
{"data_time": 0.02453675027936697, "eta_seconds": 262750.12598189525, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4866919044845661, "fast_rcnn/fg_cls_accuracy": 0.4752475247524752, "iteration": 3959, "loss_box_reg": 0.25707652047276497, "loss_cls": 0.2728037890046835, "loss_mask": 0.3101918622851372, "loss_rpn_cls": 0.06602925644256175, "loss_rpn_loc": 0.09920376958325505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8632249494053881, "mask_rcnn/false_negative": 0.11898853402265407, "mask_rcnn/false_positive": 0.14537877296212542, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9990976168774068, "total_loss": 1.00980713381432}
{"data_time": 0.018517298391088843, "eta_seconds": 262617.0351615967, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.517384064187314, "fast_rcnn/fg_cls_accuracy": 0.4552041860994198, "iteration": 3979, "loss_box_reg": 0.27107306104153395, "loss_cls": 0.27322669327259064, "loss_mask": 0.3140875808894634, "loss_rpn_cls": 0.06713983591180295, "loss_rpn_loc": 0.096942592645064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8504604012821009, "mask_rcnn/false_negative": 0.1265395002865165, "mask_rcnn/false_positive": 0.17537798527899606, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9807828583288938, "total_loss": 1.0067138402955607}
{"data_time": 0.015083886915817857, "eta_seconds": 262485.66825548187, "fast_rcnn/cls_accuracy": 0.906982421875, "fast_rcnn/false_negative": 0.5413487946292341, "fast_rcnn/fg_cls_accuracy": 0.3959767320065839, "iteration": 3999, "loss_box_reg": 0.2925910949707031, "loss_cls": 0.2898596115410328, "loss_mask": 0.32210162468254566, "loss_rpn_cls": 0.07002855371683836, "loss_rpn_loc": 0.10769540630280972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8579657104069698, "mask_rcnn/false_negative": 0.11387746477086483, "mask_rcnn/false_positive": 0.17676589653827507, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9643884995020926, "total_loss": 1.104530531913042}
{"data_time": 0.018308867467567325, "eta_seconds": 262423.9317307016, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.48839461883408075, "fast_rcnn/fg_cls_accuracy": 0.49292236209411633, "iteration": 4019, "loss_box_reg": 0.28566328436136246, "loss_cls": 0.2654270566999912, "loss_mask": 0.320588830858469, "loss_rpn_cls": 0.05858022999018431, "loss_rpn_loc": 0.09421264193952084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8622975675525286, "mask_rcnn/false_negative": 0.1312738560401327, "mask_rcnn/false_positive": 0.16320295057944, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9775630191434175, "total_loss": 1.0223960112780333}
{"data_time": 0.026040053460747004, "eta_seconds": 262446.1967264209, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.44836978237127406, "fast_rcnn/fg_cls_accuracy": 0.4840202187692225, "iteration": 4039, "loss_box_reg": 0.26343248412013054, "loss_cls": 0.266831086948514, "loss_mask": 0.3057693298906088, "loss_rpn_cls": 0.05626497557386756, "loss_rpn_loc": 0.08805970591492951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736294663775215, "mask_rcnn/false_negative": 0.11559871563669469, "mask_rcnn/false_positive": 0.14494118414695265, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.004697478376329, "total_loss": 1.0020400271750987}
{"data_time": 0.015676434384658933, "eta_seconds": 262384.4665180193, "fast_rcnn/cls_accuracy": 0.902099609375, "fast_rcnn/false_negative": 0.4785164558920215, "fast_rcnn/fg_cls_accuracy": 0.4298319107713253, "iteration": 4059, "loss_box_reg": 0.27090623416006565, "loss_cls": 0.262893739156425, "loss_mask": 0.3320008721202612, "loss_rpn_cls": 0.0655289723072201, "loss_rpn_loc": 0.107265364844352, "lr": 0.0001, "mask_rcnn/accuracy": 0.843323756798952, "mask_rcnn/false_negative": 0.14017646255366936, "mask_rcnn/false_positive": 0.17854306247689275, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9797651919070631, "total_loss": 1.0642101163975894}
{"data_time": 0.018736522877588868, "eta_seconds": 262384.0387981385, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.49212515906879256, "fast_rcnn/fg_cls_accuracy": 0.42410096818810517, "iteration": 4079, "loss_box_reg": 0.26565223559737206, "loss_cls": 0.2671391572803259, "loss_mask": 0.309281961992383, "loss_rpn_cls": 0.06939729629084468, "loss_rpn_loc": 0.08577195089310408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8560476216623263, "mask_rcnn/false_negative": 0.1132904108015312, "mask_rcnn/false_positive": 0.16572968613513805, "roi_head/num_bg_samples": 460.125, "roi_head/num_fg_samples": 51.875, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9813962557818741, "total_loss": 1.002998833777383}
{"data_time": 0.01864169747568667, "eta_seconds": 262555.11677570175, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5019354838709678, "fast_rcnn/fg_cls_accuracy": 0.42055436937623913, "iteration": 4099, "loss_box_reg": 0.2710161190479994, "loss_cls": 0.26710683666169643, "loss_mask": 0.32903125137090683, "loss_rpn_cls": 0.0693486095406115, "loss_rpn_loc": 0.09744001808576286, "lr": 0.0001, "mask_rcnn/accuracy": 0.844868285856009, "mask_rcnn/false_negative": 0.1261499569384138, "mask_rcnn/false_positive": 0.16736824149805357, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0367860447149724, "total_loss": 1.0368653575424105}
{"data_time": 0.01937771518714726, "eta_seconds": 262535.36836526357, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.5689170182841069, "fast_rcnn/fg_cls_accuracy": 0.4069305009942286, "iteration": 4119, "loss_box_reg": 0.2842938844114542, "loss_cls": 0.27482508309185505, "loss_mask": 0.3254789486527443, "loss_rpn_cls": 0.06105326488614082, "loss_rpn_loc": 0.09414283186197281, "lr": 0.0001, "mask_rcnn/accuracy": 0.857977157553316, "mask_rcnn/false_negative": 0.103132047152409, "mask_rcnn/false_positive": 0.1597771843477956, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0024937419220805, "total_loss": 1.0234095943160355}
{"data_time": 0.015038456069305539, "eta_seconds": 262347.51790376846, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.5389469124512682, "fast_rcnn/fg_cls_accuracy": 0.4431213816112256, "iteration": 4139, "loss_box_reg": 0.26082723774015903, "loss_cls": 0.2745867893099785, "loss_mask": 0.3104851711541414, "loss_rpn_cls": 0.06896005221642554, "loss_rpn_loc": 0.09874400473199785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8463152852007532, "mask_rcnn/false_negative": 0.1217475366001809, "mask_rcnn/false_positive": 0.17736112558723546, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9421169348061085, "total_loss": 1.0405546652618796}
{"data_time": 0.021116949385032058, "eta_seconds": 262406.5879899077, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4928660472545239, "fast_rcnn/fg_cls_accuracy": 0.474937343358396, "iteration": 4159, "loss_box_reg": 0.25947844982147217, "loss_cls": 0.25253238901495934, "loss_mask": 0.31133592687547207, "loss_rpn_cls": 0.05904810898937285, "loss_rpn_loc": 0.08896838687360287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8502531799226005, "mask_rcnn/false_negative": 0.1175370768299482, "mask_rcnn/false_positive": 0.1656257100624708, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0064998443704098, "total_loss": 0.9393426333554089}
{"data_time": 0.014377729967236519, "eta_seconds": 262285.3685067734, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.5062750158979539, "fast_rcnn/fg_cls_accuracy": 0.46705756929637526, "iteration": 4179, "loss_box_reg": 0.2667189836502075, "loss_cls": 0.25436624325811863, "loss_mask": 0.3176692146807909, "loss_rpn_cls": 0.060649426421150565, "loss_rpn_loc": 0.09077206812798977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8616836752722715, "mask_rcnn/false_negative": 0.10546412520945367, "mask_rcnn/false_positive": 0.170712512328995, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9633259198162705, "total_loss": 0.9916556410025805}
{"data_time": 0.014093687990680337, "eta_seconds": 262288.310610177, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.5301872405320681, "fast_rcnn/fg_cls_accuracy": 0.4632346632346632, "iteration": 4199, "loss_box_reg": 0.2619285359978676, "loss_cls": 0.247226532548666, "loss_mask": 0.31964265927672386, "loss_rpn_cls": 0.06655707233585417, "loss_rpn_loc": 0.08168305014260113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742575232063269, "mask_rcnn/false_negative": 0.11187914966103228, "mask_rcnn/false_positive": 0.1557762376971092, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9821741909254342, "total_loss": 0.956721230992116}
{"data_time": 0.014051883481442928, "eta_seconds": 262327.08828975447, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.47962061009997436, "fast_rcnn/fg_cls_accuracy": 0.5030910688508128, "iteration": 4219, "loss_box_reg": 0.2894205618649721, "loss_cls": 0.2707428950816393, "loss_mask": 0.3127698563039303, "loss_rpn_cls": 0.06153425620868802, "loss_rpn_loc": 0.10808855714276433, "lr": 0.0001, "mask_rcnn/accuracy": 0.8554647425956587, "mask_rcnn/false_negative": 0.11052261195210529, "mask_rcnn/false_positive": 0.17493675715279142, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0115628361236304, "total_loss": 1.076564866118133}
{"data_time": 0.013352484675124288, "eta_seconds": 262290.25247715414, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.48832491886043994, "fast_rcnn/fg_cls_accuracy": 0.47647848362332834, "iteration": 4239, "loss_box_reg": 0.2968180663883686, "loss_cls": 0.27665712498128414, "loss_mask": 0.3192403316497803, "loss_rpn_cls": 0.057905296329408884, "loss_rpn_loc": 0.10041631013154984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8568650029572547, "mask_rcnn/false_negative": 0.1184869857938461, "mask_rcnn/false_positive": 0.1586011626464, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.972148246364668, "total_loss": 1.0326359227765352}
{"data_time": 0.012740483973175287, "eta_seconds": 262270.5135960225, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.5254907591103686, "fast_rcnn/fg_cls_accuracy": 0.4112780393242869, "iteration": 4259, "loss_box_reg": 0.26986326836049557, "loss_cls": 0.25740016624331474, "loss_mask": 0.31764955073595047, "loss_rpn_cls": 0.0655658757314086, "loss_rpn_loc": 0.11481120297685266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8561349030112909, "mask_rcnn/false_negative": 0.13729540583587863, "mask_rcnn/false_positive": 0.154365337150742, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9740419771987945, "total_loss": 1.048779126489535}
{"data_time": 0.02358097513206303, "eta_seconds": 262190.0771849137, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.46636981485821416, "fast_rcnn/fg_cls_accuracy": 0.48675266284857893, "iteration": 4279, "loss_box_reg": 0.25096237286925316, "loss_cls": 0.2357135135680437, "loss_mask": 0.3095664642751217, "loss_rpn_cls": 0.05605739774182439, "loss_rpn_loc": 0.09529856080189347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8625429032527625, "mask_rcnn/false_negative": 0.12124932554505918, "mask_rcnn/false_positive": 0.1625890019858911, "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": 0.984376555075869, "total_loss": 0.9627029476687312}
{"data_time": 0.01951258652843535, "eta_seconds": 262248.1276190374, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.5873856209150327, "fast_rcnn/fg_cls_accuracy": 0.35892160224693415, "iteration": 4299, "loss_box_reg": 0.2846752032637596, "loss_cls": 0.2960039172321558, "loss_mask": 0.33027882501482964, "loss_rpn_cls": 0.06725438451394439, "loss_rpn_loc": 0.10253377538174391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8529751471519347, "mask_rcnn/false_negative": 0.11873243676117964, "mask_rcnn/false_positive": 0.16560242203952802, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9853532824199647, "total_loss": 1.1207756460644305}
{"data_time": 0.01894464553333819, "eta_seconds": 262095.19644476473, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.49837123904288083, "fast_rcnn/fg_cls_accuracy": 0.4075757575757576, "iteration": 4319, "loss_box_reg": 0.30237577110528946, "loss_cls": 0.28441737964749336, "loss_mask": 0.32784315943717957, "loss_rpn_cls": 0.0796308028511703, "loss_rpn_loc": 0.12055650912225246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8591020631410872, "mask_rcnn/false_negative": 0.11811108177864672, "mask_rcnn/false_positive": 0.14951962531293003, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9710748307406902, "total_loss": 1.0954060228541493}
{"data_time": 0.01642430666834116, "eta_seconds": 262222.0119699696, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.49222755977762184, "fast_rcnn/fg_cls_accuracy": 0.43789942622568456, "iteration": 4339, "loss_box_reg": 0.28915764950215816, "loss_cls": 0.2806031024083495, "loss_mask": 0.3028532303869724, "loss_rpn_cls": 0.07088473672047257, "loss_rpn_loc": 0.10423022322356701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8634696264050781, "mask_rcnn/false_negative": 0.11285133012644136, "mask_rcnn/false_positive": 0.15379701178251637, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0242824361193925, "total_loss": 1.0744374077767134}
{"data_time": 0.016106127528473735, "eta_seconds": 262149.1268674657, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.504488727858293, "fast_rcnn/fg_cls_accuracy": 0.4626831501831502, "iteration": 4359, "loss_box_reg": 0.29978893138468266, "loss_cls": 0.27269116044044495, "loss_mask": 0.3166618309915066, "loss_rpn_cls": 0.06618123617954552, "loss_rpn_loc": 0.0908027810510248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8631332981213364, "mask_rcnn/false_negative": 0.127890799406157, "mask_rcnn/false_positive": 0.17119663623811254, "roi_head/num_bg_samples": 464.375, "roi_head/num_fg_samples": 47.625, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9892950996290892, "total_loss": 1.046400360763073}
{"data_time": 0.018775813980028033, "eta_seconds": 262004.5751124015, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.487410071942446, "fast_rcnn/fg_cls_accuracy": 0.487410071942446, "iteration": 4379, "loss_box_reg": 0.2716894652694464, "loss_cls": 0.25787119567394257, "loss_mask": 0.3067607022821903, "loss_rpn_cls": 0.0595287315081805, "loss_rpn_loc": 0.08831638598348945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8683650150875735, "mask_rcnn/false_negative": 0.09456784321428596, "mask_rcnn/false_positive": 0.1474262292527234, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 235.625, "rpn/num_pos_anchors": 20.375, "time": 0.9860928405541927, "total_loss": 0.9946570480242372}
{"data_time": 0.017618217738345265, "eta_seconds": 261973.66768792272, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.48396991632013964, "fast_rcnn/fg_cls_accuracy": 0.4740699259836385, "iteration": 4399, "loss_box_reg": 0.28456268459558487, "loss_cls": 0.2897773655131459, "loss_mask": 0.3078337386250496, "loss_rpn_cls": 0.06529764272272587, "loss_rpn_loc": 0.10413719620555639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8542332454960007, "mask_rcnn/false_negative": 0.12604515108616368, "mask_rcnn/false_positive": 0.15542179596288744, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9930671630427241, "total_loss": 1.0638252724893391}
{"data_time": 0.015567238675430417, "eta_seconds": 261965.11956310365, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.508776766841283, "fast_rcnn/fg_cls_accuracy": 0.44611513926859225, "iteration": 4419, "loss_box_reg": 0.277083121240139, "loss_cls": 0.2634195014834404, "loss_mask": 0.31221060268580914, "loss_rpn_cls": 0.057640972547233105, "loss_rpn_loc": 0.08057320199441165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8529071777087095, "mask_rcnn/false_negative": 0.10466047966458357, "mask_rcnn/false_positive": 0.179843622471958, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9754245404619724, "total_loss": 0.9948058454319835}
{"data_time": 0.02156475093215704, "eta_seconds": 261786.126855053, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.5348441869354417, "fast_rcnn/fg_cls_accuracy": 0.38757124471410187, "iteration": 4439, "loss_box_reg": 0.3064844775944948, "loss_cls": 0.2996526062488556, "loss_mask": 0.327934667468071, "loss_rpn_cls": 0.07125332811847329, "loss_rpn_loc": 0.11502296617254615, "lr": 0.0001, "mask_rcnn/accuracy": 0.8417520312303736, "mask_rcnn/false_negative": 0.12425120787012359, "mask_rcnn/false_positive": 0.17740228822750895, "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": 0.969705588882789, "total_loss": 1.148012404795736}
{"data_time": 0.015057538636028767, "eta_seconds": 261766.41107505187, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.5192371752165224, "fast_rcnn/fg_cls_accuracy": 0.4334992533598805, "iteration": 4459, "loss_box_reg": 0.28831990621984005, "loss_cls": 0.2822010852396488, "loss_mask": 0.3190995454788208, "loss_rpn_cls": 0.07641388848423958, "loss_rpn_loc": 0.11208544997498393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8611863047266688, "mask_rcnn/false_negative": 0.10895329665595153, "mask_rcnn/false_positive": 0.16478703895962765, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.988879497628659, "total_loss": 1.1032694121822715}
{"data_time": 0.014137473423033953, "eta_seconds": 261746.69529505074, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.5285449980177085, "fast_rcnn/fg_cls_accuracy": 0.4121761513065861, "iteration": 4479, "loss_box_reg": 0.27067103795707226, "loss_cls": 0.2591411769390106, "loss_mask": 0.31965241953730583, "loss_rpn_cls": 0.057079031597822905, "loss_rpn_loc": 0.09353566821664572, "lr": 0.0001, "mask_rcnn/accuracy": 0.85225629123766, "mask_rcnn/false_negative": 0.11122113555228574, "mask_rcnn/false_positive": 0.1836949563467854, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9740969147533178, "total_loss": 1.0052888663485646}
{"data_time": 0.018419265979900956, "eta_seconds": 261806.78398290183, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.5357505807200929, "fast_rcnn/fg_cls_accuracy": 0.44901401141670993, "iteration": 4499, "loss_box_reg": 0.2537798509001732, "loss_cls": 0.24426721967756748, "loss_mask": 0.3272871170192957, "loss_rpn_cls": 0.0661624614149332, "loss_rpn_loc": 0.09151085279881954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8658775470125206, "mask_rcnn/false_negative": 0.11346443095756713, "mask_rcnn/false_positive": 0.17148216877177624, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9934552523773164, "total_loss": 1.055556708946824}
{"data_time": 0.022515351185575128, "eta_seconds": 261577.59903972037, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5100987554112555, "fast_rcnn/fg_cls_accuracy": 0.47026967285587973, "iteration": 4519, "loss_box_reg": 0.282960319891572, "loss_cls": 0.2763822916895151, "loss_mask": 0.3105486370623112, "loss_rpn_cls": 0.05826361500658095, "loss_rpn_loc": 0.08296389551833272, "lr": 0.0001, "mask_rcnn/accuracy": 0.8647759304534027, "mask_rcnn/false_negative": 0.10891140272730031, "mask_rcnn/false_positive": 0.14793909020808446, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9584422518964857, "total_loss": 1.0300594763830304}
{"data_time": 0.01917870552279055, "eta_seconds": 261657.07075174432, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.502550240279598, "fast_rcnn/fg_cls_accuracy": 0.43392857142857144, "iteration": 4539, "loss_box_reg": 0.3030630350112915, "loss_cls": 0.2879420444369316, "loss_mask": 0.31500083208084106, "loss_rpn_cls": 0.06631796900182962, "loss_rpn_loc": 0.09516942291520536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8613855924940925, "mask_rcnn/false_negative": 0.11763196820910818, "mask_rcnn/false_positive": 0.14229341759198674, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0250196128617972, "total_loss": 1.0544733910355717}
{"data_time": 0.015429649967700243, "eta_seconds": 261747.61860799044, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5171487317713733, "fast_rcnn/fg_cls_accuracy": 0.43967770034843207, "iteration": 4559, "loss_box_reg": 0.31080199405550957, "loss_cls": 0.28029578924179077, "loss_mask": 0.3155743945389986, "loss_rpn_cls": 0.06644050520844758, "loss_rpn_loc": 0.09733528969809413, "lr": 0.0001, "mask_rcnn/accuracy": 0.8374312314601449, "mask_rcnn/false_negative": 0.12489743118805244, "mask_rcnn/false_positive": 0.18561483389197292, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0540165796410292, "total_loss": 1.0523725436069071}
{"data_time": 0.022865227423608303, "eta_seconds": 261807.29736591224, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5164419102784565, "fast_rcnn/fg_cls_accuracy": 0.40981084261019096, "iteration": 4579, "loss_box_reg": 0.26768583431839943, "loss_cls": 0.24743270128965378, "loss_mask": 0.3141875732690096, "loss_rpn_cls": 0.051859489060007036, "loss_rpn_loc": 0.09439734532497823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8527730416879395, "mask_rcnn/false_negative": 0.11069764192909287, "mask_rcnn/false_positive": 0.17640913535581895, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9936085790395737, "total_loss": 0.9760244957869872}
{"data_time": 0.0213312734849751, "eta_seconds": 261787.5695912633, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.48495716278143053, "fast_rcnn/fg_cls_accuracy": 0.47086834733893557, "iteration": 4599, "loss_box_reg": 0.2775729391723871, "loss_cls": 0.27158545330166817, "loss_mask": 0.3166330177336931, "loss_rpn_cls": 0.06451857835054398, "loss_rpn_loc": 0.08752249367535114, "lr": 0.0001, "mask_rcnn/accuracy": 0.865217289199131, "mask_rcnn/false_negative": 0.11201520889161558, "mask_rcnn/false_positive": 0.15574626757780397, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9849134611431509, "total_loss": 1.041222392814234}
{"data_time": 0.023646235931664705, "eta_seconds": 261854.5938707376, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.42979570094629316, "fast_rcnn/fg_cls_accuracy": 0.5255194218608852, "iteration": 4619, "loss_box_reg": 0.2629640530794859, "loss_cls": 0.2615147177129984, "loss_mask": 0.31145800836384296, "loss_rpn_cls": 0.06247794511727989, "loss_rpn_loc": 0.09217139752581716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8680353588232252, "mask_rcnn/false_negative": 0.11149198035336638, "mask_rcnn/false_positive": 0.14484592436041727, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0054532852955163, "total_loss": 0.9785157807637006}
{"data_time": 0.019079894525930285, "eta_seconds": 261748.11404196545, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5846786957898069, "fast_rcnn/fg_cls_accuracy": 0.3732193732193732, "iteration": 4639, "loss_box_reg": 0.2865481320768595, "loss_cls": 0.2735638730227947, "loss_mask": 0.31683299876749516, "loss_rpn_cls": 0.06597932055592537, "loss_rpn_loc": 0.08473391411826015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8484004088526796, "mask_rcnn/false_negative": 0.13058340953857173, "mask_rcnn/false_positive": 0.16812021011646533, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9598407831508666, "total_loss": 1.0180988961365074}
{"data_time": 0.01381486002355814, "eta_seconds": 261600.96167737152, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5283183270403717, "fast_rcnn/fg_cls_accuracy": 0.44694804102909025, "iteration": 4659, "loss_box_reg": 0.283963480964303, "loss_cls": 0.28336592204868793, "loss_mask": 0.3138806205242872, "loss_rpn_cls": 0.05848275264725089, "loss_rpn_loc": 0.09851093636825681, "lr": 0.0001, "mask_rcnn/accuracy": 0.8486414218453482, "mask_rcnn/false_negative": 0.12543116023164264, "mask_rcnn/false_positive": 0.16313600205794526, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9872732276562601, "total_loss": 1.0587142289150506}
{"data_time": 0.016870575957000256, "eta_seconds": 261566.97789288126, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4965986394557823, "fast_rcnn/fg_cls_accuracy": 0.44740259740259736, "iteration": 4679, "loss_box_reg": 0.27078469656407833, "loss_cls": 0.2689470313489437, "loss_mask": 0.3151274472475052, "loss_rpn_cls": 0.07081098202615976, "loss_rpn_loc": 0.11249716533347964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8592327441423784, "mask_rcnn/false_negative": 0.11019433763584041, "mask_rcnn/false_positive": 0.17837489955351152, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9784953242633492, "total_loss": 1.0486031651962548}
{"data_time": 0.015764120500534773, "eta_seconds": 261547.2607982112, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.46421757322175733, "fast_rcnn/fg_cls_accuracy": 0.46825396825396826, "iteration": 4699, "loss_box_reg": 0.29091848619282246, "loss_cls": 0.255680575966835, "loss_mask": 0.31893433816730976, "loss_rpn_cls": 0.06220364710316062, "loss_rpn_loc": 0.0838877814821899, "lr": 0.0001, "mask_rcnn/accuracy": 0.867483949829932, "mask_rcnn/false_negative": 0.11852047199192328, "mask_rcnn/false_positive": 0.15767126822105457, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9786601280793548, "total_loss": 1.039805558975786}
{"data_time": 0.016482086619362235, "eta_seconds": 261492.47199989855, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4699238245337536, "fast_rcnn/fg_cls_accuracy": 0.48733062330623306, "iteration": 4719, "loss_box_reg": 0.27780808322131634, "loss_cls": 0.2577330358326435, "loss_mask": 0.304931940510869, "loss_rpn_cls": 0.059899600921198726, "loss_rpn_loc": 0.09982870775274932, "lr": 0.0001, "mask_rcnn/accuracy": 0.8712918754577016, "mask_rcnn/false_negative": 0.08518762401906715, "mask_rcnn/false_positive": 0.18506601374225223, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.991808106424287, "total_loss": 1.0108503026422113}
{"data_time": 0.014876042027026415, "eta_seconds": 261472.75754935574, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.5186732186732187, "fast_rcnn/fg_cls_accuracy": 0.45887054369544644, "iteration": 4739, "loss_box_reg": 0.2572812829166651, "loss_cls": 0.23188299965113401, "loss_mask": 0.3008560296148062, "loss_rpn_cls": 0.062374064698815346, "loss_rpn_loc": 0.08967905677855015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768998326264337, "mask_rcnn/false_negative": 0.10246721931372015, "mask_rcnn/false_positive": 0.139580997768086, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9775718110613525, "total_loss": 0.9526699369307607}
{"data_time": 0.018135919934138656, "eta_seconds": 261488.10951420106, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.5263602364579563, "fast_rcnn/fg_cls_accuracy": 0.41335714285714287, "iteration": 4759, "loss_box_reg": 0.26456233486533165, "loss_cls": 0.2538847588002682, "loss_mask": 0.3254050090909004, "loss_rpn_cls": 0.06361046619713306, "loss_rpn_loc": 0.10950158443301916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8529348123177842, "mask_rcnn/false_negative": 0.11839870311345009, "mask_rcnn/false_positive": 0.1873255588418694, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0026204742025584, "total_loss": 1.0445174991618842}
{"data_time": 0.015808152500540018, "eta_seconds": 261598.85596457403, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.5038323965252938, "fast_rcnn/fg_cls_accuracy": 0.42801672640382316, "iteration": 4779, "loss_box_reg": 0.2444455400109291, "loss_cls": 0.2397119989618659, "loss_mask": 0.2976246550679207, "loss_rpn_cls": 0.06819922477006912, "loss_rpn_loc": 0.10742191295139492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8651037710513871, "mask_rcnn/false_negative": 0.10335928275689932, "mask_rcnn/false_positive": 0.1634920132700601, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9932139641605318, "total_loss": 0.9645277471281588}
{"data_time": 0.020519606536254287, "eta_seconds": 261714.90906961262, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.49459766706207986, "fast_rcnn/fg_cls_accuracy": 0.4469603921939134, "iteration": 4799, "loss_box_reg": 0.27691425383090973, "loss_cls": 0.2647589221596718, "loss_mask": 0.3167815636843443, "loss_rpn_cls": 0.0680830767378211, "loss_rpn_loc": 0.1116687806788832, "lr": 0.0001, "mask_rcnn/accuracy": 0.8581260679285836, "mask_rcnn/false_negative": 0.11116227663824006, "mask_rcnn/false_positive": 0.16668127380241604, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0054998600389808, "total_loss": 1.0316763087175786}
{"data_time": 0.013188071083277464, "eta_seconds": 261671.45641277544, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.46291285743232774, "fast_rcnn/fg_cls_accuracy": 0.49584437086092714, "iteration": 4819, "loss_box_reg": 0.26297583617269993, "loss_cls": 0.25413843989372253, "loss_mask": 0.30505223013460636, "loss_rpn_cls": 0.06821639207191765, "loss_rpn_loc": 0.10218828963115811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8744840912415043, "mask_rcnn/false_negative": 0.12407569802421475, "mask_rcnn/false_positive": 0.13453305848961172, "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": 0.9522953620180488, "total_loss": 1.0092257773503661}
{"data_time": 0.01868165540508926, "eta_seconds": 261651.7210287787, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.4417421920845015, "fast_rcnn/fg_cls_accuracy": 0.5485598494717036, "iteration": 4839, "loss_box_reg": 0.25289603509008884, "loss_cls": 0.25409894809126854, "loss_mask": 0.3152226973325014, "loss_rpn_cls": 0.0599001154769212, "loss_rpn_loc": 0.09018685156479478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779526803770041, "mask_rcnn/false_negative": 0.10235578037256193, "mask_rcnn/false_positive": 0.15072488643664766, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9881163965910673, "total_loss": 0.9750837669707835}
{"data_time": 0.014179593417793512, "eta_seconds": 261677.12059472222, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.55491961414791, "fast_rcnn/fg_cls_accuracy": 0.4227152554483744, "iteration": 4859, "loss_box_reg": 0.2845214232802391, "loss_cls": 0.2834261143580079, "loss_mask": 0.3159583080559969, "loss_rpn_cls": 0.06286399671807885, "loss_rpn_loc": 0.08259227708913386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8490759241602255, "mask_rcnn/false_negative": 0.12388368420561015, "mask_rcnn/false_positive": 0.1724139931578582, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0002560312859714, "total_loss": 1.0717217295896262}
{"data_time": 0.020842847181484103, "eta_seconds": 261542.09378946573, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.48634575329784774, "fast_rcnn/fg_cls_accuracy": 0.4689107440411505, "iteration": 4879, "loss_box_reg": 0.29081607423722744, "loss_cls": 0.2569293826818466, "loss_mask": 0.3025658242404461, "loss_rpn_cls": 0.05302302702330053, "loss_rpn_loc": 0.0997613740619272, "lr": 0.0001, "mask_rcnn/accuracy": 0.8636353326992381, "mask_rcnn/false_negative": 0.10670069580450715, "mask_rcnn/false_positive": 0.15447055271351212, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9573704453650862, "total_loss": 1.026089660008438}
{"data_time": 0.014314607018604875, "eta_seconds": 261637.64301750343, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4775974025974026, "fast_rcnn/fg_cls_accuracy": 0.45206117625670394, "iteration": 4899, "loss_box_reg": 0.2982880771160126, "loss_cls": 0.2601853050291538, "loss_mask": 0.3142598494887352, "loss_rpn_cls": 0.06463709170930088, "loss_rpn_loc": 0.10033474769443274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8537492335369522, "mask_rcnn/false_negative": 0.12186595378375628, "mask_rcnn/false_positive": 0.16779640059281303, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9879159156698734, "total_loss": 1.033652743557468}
{"data_time": 0.02048175223171711, "eta_seconds": 261808.58226109296, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.49214455504382704, "fast_rcnn/fg_cls_accuracy": 0.46888485123779244, "iteration": 4919, "loss_box_reg": 0.3002459742128849, "loss_cls": 0.27331668976694345, "loss_mask": 0.3124915938824415, "loss_rpn_cls": 0.05941510514821857, "loss_rpn_loc": 0.09758945181965828, "lr": 0.0001, "mask_rcnn/accuracy": 0.8612335023535791, "mask_rcnn/false_negative": 0.11982248398305542, "mask_rcnn/false_positive": 0.15442365688836054, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0021483695600182, "total_loss": 1.0414811803493649}
{"data_time": 0.015206355834379792, "eta_seconds": 261854.77059163153, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.537002487562189, "fast_rcnn/fg_cls_accuracy": 0.40531690531690534, "iteration": 4939, "loss_box_reg": 0.26219858415424824, "loss_cls": 0.2349573504179716, "loss_mask": 0.30797727406024933, "loss_rpn_cls": 0.06842580228112638, "loss_rpn_loc": 0.09414822282269597, "lr": 0.0001, "mask_rcnn/accuracy": 0.8662601597706809, "mask_rcnn/false_negative": 0.10431869196681315, "mask_rcnn/false_positive": 0.15897776309528053, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0099318854045123, "total_loss": 0.9514352134428918}
{"data_time": 0.018723076209425926, "eta_seconds": 261736.60113630816, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5158076790038049, "fast_rcnn/fg_cls_accuracy": 0.45128263595941165, "iteration": 4959, "loss_box_reg": 0.26970263570547104, "loss_cls": 0.26039342768490314, "loss_mask": 0.31293600611388683, "loss_rpn_cls": 0.056958123575896025, "loss_rpn_loc": 0.08157172240316868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8725829310731926, "mask_rcnn/false_negative": 0.10825944025656808, "mask_rcnn/false_positive": 0.14621183741773813, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9914823696017265, "total_loss": 1.0057892110198736}
{"data_time": 0.015845489455386996, "eta_seconds": 261658.08679282665, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.474044227886057, "fast_rcnn/fg_cls_accuracy": 0.49782407144614105, "iteration": 4979, "loss_box_reg": 0.24871111661195755, "loss_cls": 0.24169044382870197, "loss_mask": 0.3057244122028351, "loss_rpn_cls": 0.05666192481294274, "loss_rpn_loc": 0.08769871317781508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8634287546742769, "mask_rcnn/false_negative": 0.11704090892049168, "mask_rcnn/false_positive": 0.15386966120546366, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9659077164251357, "total_loss": 0.9368777768686414}
{"data_time": 0.01571049215272069, "eta_seconds": 261795.49613967538, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.5259090135572069, "fast_rcnn/fg_cls_accuracy": 0.4436634948096886, "iteration": 4999, "loss_box_reg": 0.25773769430816174, "loss_cls": 0.2342503508552909, "loss_mask": 0.3212447613477707, "loss_rpn_cls": 0.05489382240921259, "loss_rpn_loc": 0.10643680626526475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8579173849532125, "mask_rcnn/false_negative": 0.11247046292625479, "mask_rcnn/false_positive": 0.18056847902893847, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9923574558924884, "total_loss": 0.9688358968123794}
{"data_time": 0.01474878191947937, "eta_seconds": 261831.08276870102, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4968957528957529, "fast_rcnn/fg_cls_accuracy": 0.46075819672131146, "iteration": 5019, "loss_box_reg": 0.26603327319025993, "loss_cls": 0.2612986480817199, "loss_mask": 0.3246834985911846, "loss_rpn_cls": 0.07087080390192568, "loss_rpn_loc": 0.10577162576373667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8566050904847406, "mask_rcnn/false_negative": 0.10769022547196773, "mask_rcnn/false_positive": 0.1774487305269219, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.9979240535758436, "total_loss": 1.0154387664515525}
{"data_time": 0.023093749303370714, "eta_seconds": 261694.80754226446, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.4942570088476708, "fast_rcnn/fg_cls_accuracy": 0.47773802925715053, "iteration": 5039, "loss_box_reg": 0.25384828355163336, "loss_cls": 0.25028173346072435, "loss_mask": 0.3084853123873472, "loss_rpn_cls": 0.06675775768235326, "loss_rpn_loc": 0.10824401583522558, "lr": 0.0001, "mask_rcnn/accuracy": 0.8615143966513934, "mask_rcnn/false_negative": 0.08902265137710438, "mask_rcnn/false_positive": 0.16486660856473662, "roi_head/num_bg_samples": 461.625, "roi_head/num_fg_samples": 50.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.975303815677762, "total_loss": 0.9985799386631697}
{"data_time": 0.01247307239100337, "eta_seconds": 261711.48961256258, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4139516129032258, "fast_rcnn/fg_cls_accuracy": 0.5167520693732756, "iteration": 5059, "loss_box_reg": 0.27481961622834206, "loss_cls": 0.2699223617091775, "loss_mask": 0.30810535699129105, "loss_rpn_cls": 0.0551331068854779, "loss_rpn_loc": 0.0820711839478463, "lr": 0.0001, "mask_rcnn/accuracy": 0.8605559673193601, "mask_rcnn/false_negative": 0.10953119431376317, "mask_rcnn/false_positive": 0.14806926563908512, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9901010268367827, "total_loss": 1.0111752795055509}
{"data_time": 0.013930969405919313, "eta_seconds": 261655.30047590844, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.508578431372549, "fast_rcnn/fg_cls_accuracy": 0.4642693014705882, "iteration": 5079, "loss_box_reg": 0.28198958560824394, "loss_cls": 0.2631198428571224, "loss_mask": 0.3116521257907152, "loss_rpn_cls": 0.05965043976902962, "loss_rpn_loc": 0.09851519507355988, "lr": 0.0001, "mask_rcnn/accuracy": 0.865231141765253, "mask_rcnn/false_negative": 0.11989770717731034, "mask_rcnn/false_positive": 0.15449149164177617, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9495594499167055, "total_loss": 1.0518001427408308}
{"data_time": 0.018148250645026565, "eta_seconds": 261505.3070488153, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.485999775996416, "fast_rcnn/fg_cls_accuracy": 0.46021823141623097, "iteration": 5099, "loss_box_reg": 0.28663829155266285, "loss_cls": 0.26905916072428226, "loss_mask": 0.29689838364720345, "loss_rpn_cls": 0.06587285874411464, "loss_rpn_loc": 0.08668290870264173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8681240164036601, "mask_rcnn/false_negative": 0.1215844656921674, "mask_rcnn/false_positive": 0.1429508399994261, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9559546569362283, "total_loss": 1.0148980030789971}
{"data_time": 0.016277638031169772, "eta_seconds": 261420.5163428001, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.47471617238183506, "fast_rcnn/fg_cls_accuracy": 0.5011737089201878, "iteration": 5119, "loss_box_reg": 0.28528379276394844, "loss_cls": 0.27238129265606403, "loss_mask": 0.32020748779177666, "loss_rpn_cls": 0.06385708693414927, "loss_rpn_loc": 0.10494312504306436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8534932627165231, "mask_rcnn/false_negative": 0.11594569203586014, "mask_rcnn/false_positive": 0.17764591147520353, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9870406084228307, "total_loss": 1.0716224655043334}
{"data_time": 0.014788780361413956, "eta_seconds": 261558.84461576585, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.4648347601951579, "fast_rcnn/fg_cls_accuracy": 0.4946511892568567, "iteration": 5139, "loss_box_reg": 0.27098217234015465, "loss_cls": 0.2470395602285862, "loss_mask": 0.31180783174932003, "loss_rpn_cls": 0.06275190529413521, "loss_rpn_loc": 0.07709063403308392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8726084505187435, "mask_rcnn/false_negative": 0.11100411211158406, "mask_rcnn/false_positive": 0.1392394672644856, "roi_head/num_bg_samples": 463.375, "roi_head/num_fg_samples": 48.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.999125458067283, "total_loss": 0.9769797949120402}
{"data_time": 0.017492178361862898, "eta_seconds": 261401.92749364302, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4905935978452295, "fast_rcnn/fg_cls_accuracy": 0.49417797575883143, "iteration": 5159, "loss_box_reg": 0.25802952982485294, "loss_cls": 0.2375483587384224, "loss_mask": 0.31216960214078426, "loss_rpn_cls": 0.04945230181328952, "loss_rpn_loc": 0.0928798260865733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8622036891679749, "mask_rcnn/false_negative": 0.12657372421611246, "mask_rcnn/false_positive": 0.15354839266912756, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9749453195836395, "total_loss": 0.9628351398278028}
{"data_time": 0.016100649256259203, "eta_seconds": 261460.62389433384, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.4847239454094293, "fast_rcnn/fg_cls_accuracy": 0.5016945145018916, "iteration": 5179, "loss_box_reg": 0.25108041521161795, "loss_cls": 0.2574783619493246, "loss_mask": 0.311321921646595, "loss_rpn_cls": 0.05762239312753081, "loss_rpn_loc": 0.09837640100158751, "lr": 0.0001, "mask_rcnn/accuracy": 0.8728123478598402, "mask_rcnn/false_negative": 0.11337333653719339, "mask_rcnn/false_positive": 0.15066494906827615, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9828180933836848, "total_loss": 0.9626094803679734}
{"data_time": 0.015711900079622865, "eta_seconds": 261382.6965631917, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4825060135578395, "fast_rcnn/fg_cls_accuracy": 0.48730845712948884, "iteration": 5199, "loss_box_reg": 0.27365443855524063, "loss_cls": 0.23922914825379848, "loss_mask": 0.29229120537638664, "loss_rpn_cls": 0.056916225934401155, "loss_rpn_loc": 0.09088523359969258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8620443951806958, "mask_rcnn/false_negative": 0.11855699408959998, "mask_rcnn/false_positive": 0.15529286855327806, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9755858371499926, "total_loss": 0.9928713631816208}
{"data_time": 0.01595980837009847, "eta_seconds": 261342.70639543422, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.5211130868436651, "fast_rcnn/fg_cls_accuracy": 0.44468085106382976, "iteration": 5219, "loss_box_reg": 0.2748983260244131, "loss_cls": 0.2496321825310588, "loss_mask": 0.31205442920327187, "loss_rpn_cls": 0.062400348484516144, "loss_rpn_loc": 0.09382302360609174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8612717437518486, "mask_rcnn/false_negative": 0.10355284973470058, "mask_rcnn/false_positive": 0.1812578392250582, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.01141736516729, "total_loss": 1.0045713540166616}
{"data_time": 0.018513924442231655, "eta_seconds": 261343.21277217008, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.4719601677148847, "fast_rcnn/fg_cls_accuracy": 0.4478729864946933, "iteration": 5239, "loss_box_reg": 0.2799521954730153, "loss_cls": 0.25630418583750725, "loss_mask": 0.2995583713054657, "loss_rpn_cls": 0.06738330936059356, "loss_rpn_loc": 0.09888290194794536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8640839198460197, "mask_rcnn/false_negative": 0.11155800656276342, "mask_rcnn/false_positive": 0.16138021848857032, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9611943517811596, "total_loss": 1.0264142319792882}
{"data_time": 0.017380803590640426, "eta_seconds": 261381.6387349367, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.48842646926063016, "fast_rcnn/fg_cls_accuracy": 0.48209755789739384, "iteration": 5259, "loss_box_reg": 0.2715268786996603, "loss_cls": 0.2523308265954256, "loss_mask": 0.3036307692527771, "loss_rpn_cls": 0.06204275204800069, "loss_rpn_loc": 0.08107592933811247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8581621264577259, "mask_rcnn/false_negative": 0.13538401210829581, "mask_rcnn/false_positive": 0.15989234657860069, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9865205513779074, "total_loss": 0.9548656370025128}
{"data_time": 0.02924141683615744, "eta_seconds": 261396.3145662099, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.45036764705882354, "fast_rcnn/fg_cls_accuracy": 0.5195009350163629, "iteration": 5279, "loss_box_reg": 0.2558511458337307, "loss_cls": 0.23817235883325338, "loss_mask": 0.28474779427051544, "loss_rpn_cls": 0.061167288571596146, "loss_rpn_loc": 0.09092489234171808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8672243137376532, "mask_rcnn/false_negative": 0.10089250484982978, "mask_rcnn/false_positive": 0.17073395113312811, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9883530181832612, "total_loss": 0.9441533486824483}
{"data_time": 0.017743749311193824, "eta_seconds": 261376.56567571685, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5091668656003819, "fast_rcnn/fg_cls_accuracy": 0.4736213893530675, "iteration": 5299, "loss_box_reg": 0.2539217174053192, "loss_cls": 0.24189350940287113, "loss_mask": 0.2904426548629999, "loss_rpn_cls": 0.06958920927718282, "loss_rpn_loc": 0.09693377395160496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8624707002424541, "mask_rcnn/false_negative": 0.1088844543184557, "mask_rcnn/false_positive": 0.1623468834384321, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9749657397624105, "total_loss": 0.9440407990477979}
{"data_time": 0.016564634162932634, "eta_seconds": 261381.08809522353, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5250294440799614, "fast_rcnn/fg_cls_accuracy": 0.42385057471264365, "iteration": 5319, "loss_box_reg": 0.2799848113209009, "loss_cls": 0.2747581470757723, "loss_mask": 0.3077680002897978, "loss_rpn_cls": 0.06783322803676128, "loss_rpn_loc": 0.08804881945252419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8480900955150934, "mask_rcnn/false_negative": 0.10504452645665603, "mask_rcnn/false_positive": 0.20441958543190597, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9876710313837975, "total_loss": 1.0290314117446542}
{"data_time": 0.014961924171075225, "eta_seconds": 261268.38264831807, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.41943335993615327, "fast_rcnn/fg_cls_accuracy": 0.5514179755671902, "iteration": 5339, "loss_box_reg": 0.26424339413642883, "loss_cls": 0.2532676197588444, "loss_mask": 0.3014007844030857, "loss_rpn_cls": 0.0657419478520751, "loss_rpn_loc": 0.11024396098218858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827218000739742, "mask_rcnn/false_negative": 0.10342381162247136, "mask_rcnn/false_positive": 0.1320993747742618, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.006744456011802, "total_loss": 0.9936183067038655}
{"data_time": 0.01753524993546307, "eta_seconds": 261282.9072856903, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.502016129032258, "fast_rcnn/fg_cls_accuracy": 0.43443267259056734, "iteration": 5359, "loss_box_reg": 0.27366877533495426, "loss_cls": 0.27130226790905, "loss_mask": 0.31069803051650524, "loss_rpn_cls": 0.06158999679610133, "loss_rpn_loc": 0.09264386561699212, "lr": 0.0001, "mask_rcnn/accuracy": 0.8647821886967828, "mask_rcnn/false_negative": 0.12301170078635984, "mask_rcnn/false_positive": 0.14510347063839035, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9900934800971299, "total_loss": 1.030880416277796}
{"data_time": 0.01440935954451561, "eta_seconds": 261321.83592170943, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.49460644855381697, "fast_rcnn/fg_cls_accuracy": 0.47599206349206347, "iteration": 5379, "loss_box_reg": 0.2812928054481745, "loss_cls": 0.27313171699643135, "loss_mask": 0.3057650290429592, "loss_rpn_cls": 0.06429080851376057, "loss_rpn_loc": 0.09700645436532795, "lr": 0.0001, "mask_rcnn/accuracy": 0.8515702870385068, "mask_rcnn/false_negative": 0.11574954791299757, "mask_rcnn/false_positive": 0.170485773460413, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0048216439317912, "total_loss": 1.0241170232184231}
{"data_time": 0.016216443153098226, "eta_seconds": 261375.63279038295, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.43624295164942506, "fast_rcnn/fg_cls_accuracy": 0.4939606427051842, "iteration": 5399, "loss_box_reg": 0.2616390325129032, "loss_cls": 0.22825542278587818, "loss_mask": 0.3158031962811947, "loss_rpn_cls": 0.07111998368054628, "loss_rpn_loc": 0.10349433682858944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8733719820763383, "mask_rcnn/false_negative": 0.10116907138791846, "mask_rcnn/false_positive": 0.14931128485035317, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0044070917647332, "total_loss": 0.9293965846300125}
{"data_time": 0.015074631897732615, "eta_seconds": 261555.5474668322, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.5031492317892249, "fast_rcnn/fg_cls_accuracy": 0.4204820322584144, "iteration": 5419, "loss_box_reg": 0.28513515926897526, "loss_cls": 0.2635435154661536, "loss_mask": 0.3008749056607485, "loss_rpn_cls": 0.06974313873797655, "loss_rpn_loc": 0.10480321431532502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8587974419239012, "mask_rcnn/false_negative": 0.10461812758604971, "mask_rcnn/false_positive": 0.17998544277428885, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9949797771405429, "total_loss": 1.007973701460287}
{"data_time": 0.01641576294787228, "eta_seconds": 261738.98115286604, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.526367924528302, "fast_rcnn/fg_cls_accuracy": 0.42814685314685313, "iteration": 5439, "loss_box_reg": 0.26753067411482334, "loss_cls": 0.2554665878415108, "loss_mask": 0.31208808347582817, "loss_rpn_cls": 0.06107638590037823, "loss_rpn_loc": 0.08564206305891275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8579017160142746, "mask_rcnn/false_negative": 0.12820319301590608, "mask_rcnn/false_positive": 0.1476711818459981, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9913605086039752, "total_loss": 1.0026994661893696}
{"data_time": 0.017247592099010944, "eta_seconds": 261669.5251880167, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.49817436661698955, "fast_rcnn/fg_cls_accuracy": 0.4462258556421552, "iteration": 5459, "loss_box_reg": 0.275744566693902, "loss_cls": 0.2618877086788416, "loss_mask": 0.3228877428919077, "loss_rpn_cls": 0.06230608746409416, "loss_rpn_loc": 0.09283675369806588, "lr": 0.0001, "mask_rcnn/accuracy": 0.8538533584994488, "mask_rcnn/false_negative": 0.11156194892288038, "mask_rcnn/false_positive": 0.1832539974696506, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.985980817116797, "total_loss": 1.0487052551470697}
{"data_time": 0.015348308021202683, "eta_seconds": 261767.0486949291, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.42984934086629, "fast_rcnn/fg_cls_accuracy": 0.5118737599206349, "iteration": 5479, "loss_box_reg": 0.2834929134696722, "loss_cls": 0.268257649615407, "loss_mask": 0.2983839213848114, "loss_rpn_cls": 0.06475949916057289, "loss_rpn_loc": 0.09426852187607437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736252975766577, "mask_rcnn/false_negative": 0.10476377278673522, "mask_rcnn/false_positive": 0.14228827740418504, "roi_head/num_bg_samples": 461.875, "roi_head/num_fg_samples": 50.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9954620355274528, "total_loss": 1.0414365148171782}
{"data_time": 0.01355613931082189, "eta_seconds": 261584.12758028135, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5025225850189983, "fast_rcnn/fg_cls_accuracy": 0.4586466165413534, "iteration": 5499, "loss_box_reg": 0.23725849017500877, "loss_cls": 0.26486657559871674, "loss_mask": 0.3041956406086683, "loss_rpn_cls": 0.0638960120268166, "loss_rpn_loc": 0.08331569912843406, "lr": 0.0001, "mask_rcnn/accuracy": 0.8621894598246769, "mask_rcnn/false_negative": 0.10177524952317166, "mask_rcnn/false_positive": 0.18444700044761622, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9706637249328196, "total_loss": 0.9565602025249973}
{"data_time": 0.022956693544983864, "eta_seconds": 261564.34806212783, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3924358361230671, "fast_rcnn/fg_cls_accuracy": 0.5685078909612626, "iteration": 5519, "loss_box_reg": 0.2687452118843794, "loss_cls": 0.23761706613004208, "loss_mask": 0.30514472909271717, "loss_rpn_cls": 0.05453026667237282, "loss_rpn_loc": 0.09330527647398412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8673181030237833, "mask_rcnn/false_negative": 0.10858491067212239, "mask_rcnn/false_positive": 0.15761108886228226, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9638696990441531, "total_loss": 0.9476150687551126}
{"data_time": 0.022853790782392025, "eta_seconds": 261484.89987938665, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.4938264633916808, "fast_rcnn/fg_cls_accuracy": 0.47837401292175163, "iteration": 5539, "loss_box_reg": 0.28703740052878857, "loss_cls": 0.25535778887569904, "loss_mask": 0.3154140952974558, "loss_rpn_cls": 0.05992302647791803, "loss_rpn_loc": 0.0834150961600244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8591902298302498, "mask_rcnn/false_negative": 0.11677936809925821, "mask_rcnn/false_positive": 0.17233430555414114, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9960654326714575, "total_loss": 0.9743594701867551}
{"data_time": 0.01814791699871421, "eta_seconds": 261465.12487372383, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.5062189054726368, "fast_rcnn/fg_cls_accuracy": 0.43850006723141055, "iteration": 5559, "loss_box_reg": 0.2660537678748369, "loss_cls": 0.23490253370255232, "loss_mask": 0.30329811945557594, "loss_rpn_cls": 0.058976512402296066, "loss_rpn_loc": 0.0966869278345257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8728205128205129, "mask_rcnn/false_negative": 0.10519888514514969, "mask_rcnn/false_positive": 0.1598153740298641, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0179813436698169, "total_loss": 1.0139521567616612}
{"data_time": 0.014601262519136071, "eta_seconds": 261257.13230882306, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.461607250755287, "fast_rcnn/fg_cls_accuracy": 0.4789787252022901, "iteration": 5579, "loss_box_reg": 0.2609918676316738, "loss_cls": 0.25184499472379684, "loss_mask": 0.3227597903460264, "loss_rpn_cls": 0.058365656062960625, "loss_rpn_loc": 0.08537607407197356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8607194796354088, "mask_rcnn/false_negative": 0.10138637662936377, "mask_rcnn/false_positive": 0.16049819185996508, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9809401039965451, "total_loss": 0.9984768202994019}
{"data_time": 0.020091112004593015, "eta_seconds": 261425.5748623982, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.5064186695102946, "fast_rcnn/fg_cls_accuracy": 0.48086378737541524, "iteration": 5599, "loss_box_reg": 0.275322487577796, "loss_cls": 0.24699479341506958, "loss_mask": 0.3097558207809925, "loss_rpn_cls": 0.05719670606777072, "loss_rpn_loc": 0.09225523239001632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8661752098380335, "mask_rcnn/false_negative": 0.09957959217838011, "mask_rcnn/false_positive": 0.16324265204385754, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.006334912031889, "total_loss": 1.002134890644811}
{"data_time": 0.014415194978937507, "eta_seconds": 261238.21293074638, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4146683900873596, "fast_rcnn/fg_cls_accuracy": 0.5423518277534602, "iteration": 5619, "loss_box_reg": 0.2671723458915949, "loss_cls": 0.26516590639948845, "loss_mask": 0.31097982451319695, "loss_rpn_cls": 0.059986055828630924, "loss_rpn_loc": 0.10767121170647442, "lr": 0.0001, "mask_rcnn/accuracy": 0.862777862322323, "mask_rcnn/false_negative": 0.10608410404546004, "mask_rcnn/false_positive": 0.15239033013390585, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.993637302191928, "total_loss": 1.0012414508964866}
{"data_time": 0.014444792410358787, "eta_seconds": 261387.50380111858, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.50390625, "fast_rcnn/fg_cls_accuracy": 0.4384986552760639, "iteration": 5639, "loss_box_reg": 0.2876454424113035, "loss_cls": 0.26816785521805286, "loss_mask": 0.30677638575434685, "loss_rpn_cls": 0.066270568408072, "loss_rpn_loc": 0.10095370467752218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8677574646288508, "mask_rcnn/false_negative": 0.12205449182104759, "mask_rcnn/false_positive": 0.14614819597622844, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9840718249324709, "total_loss": 1.017791140358895}
{"data_time": 0.021498223301023245, "eta_seconds": 261198.68827488273, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4697351176105401, "fast_rcnn/fg_cls_accuracy": 0.46616541353383456, "iteration": 5659, "loss_box_reg": 0.27845012582838535, "loss_cls": 0.27348585054278374, "loss_mask": 0.3024215679615736, "loss_rpn_cls": 0.05243145418353379, "loss_rpn_loc": 0.08276150398887694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8602015146398452, "mask_rcnn/false_negative": 0.11287662043983479, "mask_rcnn/false_positive": 0.16450823562171651, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9630258807446808, "total_loss": 1.0034785349853337}
{"data_time": 0.027427880559116602, "eta_seconds": 261347.95356601477, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.5038595058198897, "fast_rcnn/fg_cls_accuracy": 0.47453303355240406, "iteration": 5679, "loss_box_reg": 0.2841442208737135, "loss_cls": 0.2757417019456625, "loss_mask": 0.31107416935265064, "loss_rpn_cls": 0.06325911683961749, "loss_rpn_loc": 0.0977389570325613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8617980884489187, "mask_rcnn/false_negative": 0.12779901446159447, "mask_rcnn/false_positive": 0.14717446378919585, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9926160753238946, "total_loss": 1.0522903625387698}
{"data_time": 0.014722626423463225, "eta_seconds": 261307.78830202762, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.4779839379673221, "fast_rcnn/fg_cls_accuracy": 0.468982685924464, "iteration": 5699, "loss_box_reg": 0.2919200174510479, "loss_cls": 0.29209054820239544, "loss_mask": 0.30037613958120346, "loss_rpn_cls": 0.060918356757611036, "loss_rpn_loc": 0.0878122434951365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766814511846373, "mask_rcnn/false_negative": 0.10396145472074929, "mask_rcnn/false_positive": 0.1470737454249017, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9806029698811471, "total_loss": 1.0298954162281007}
{"data_time": 0.01556865544989705, "eta_seconds": 261288.01472743042, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5216078170108817, "fast_rcnn/fg_cls_accuracy": 0.4446995464852608, "iteration": 5719, "loss_box_reg": 0.28471081517636776, "loss_cls": 0.2790803164243698, "loss_mask": 0.30918819084763527, "loss_rpn_cls": 0.05292742676101625, "loss_rpn_loc": 0.09188353456556797, "lr": 0.0001, "mask_rcnn/accuracy": 0.8702424076688091, "mask_rcnn/false_negative": 0.1147454304568919, "mask_rcnn/false_positive": 0.15128119012008487, "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": 0.9884585370309651, "total_loss": 1.0179049642756581}
{"data_time": 0.018215297954156995, "eta_seconds": 261181.0602843808, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.506559877955759, "fast_rcnn/fg_cls_accuracy": 0.43389792294901786, "iteration": 5739, "loss_box_reg": 0.273836812004447, "loss_cls": 0.26661589927971363, "loss_mask": 0.29885658249258995, "loss_rpn_cls": 0.05418093455955386, "loss_rpn_loc": 0.08794267161283642, "lr": 0.0001, "mask_rcnn/accuracy": 0.8604960705070486, "mask_rcnn/false_negative": 0.11293105665134116, "mask_rcnn/false_positive": 0.15344452264347497, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9653634203132242, "total_loss": 0.9914863985031843}
{"data_time": 0.018363798037171364, "eta_seconds": 261368.7070452422, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.47948287334833173, "fast_rcnn/fg_cls_accuracy": 0.4802406613859672, "iteration": 5759, "loss_box_reg": 0.2608663383871317, "loss_cls": 0.24602168053388596, "loss_mask": 0.2957982271909714, "loss_rpn_cls": 0.056163018685765564, "loss_rpn_loc": 0.07453634589910507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8702784720429432, "mask_rcnn/false_negative": 0.11220375814857242, "mask_rcnn/false_positive": 0.14748679691538602, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0119608789682388, "total_loss": 0.9369974511209875}
{"data_time": 0.014311104081571102, "eta_seconds": 261288.30851833802, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.5229113457257195, "fast_rcnn/fg_cls_accuracy": 0.4491525423728814, "iteration": 5779, "loss_box_reg": 0.28848376497626305, "loss_cls": 0.26258043199777603, "loss_mask": 0.3036118634045124, "loss_rpn_cls": 0.05415641376748681, "loss_rpn_loc": 0.08563622832298279, "lr": 0.0001, "mask_rcnn/accuracy": 0.8680290183271171, "mask_rcnn/false_negative": 0.1134180358671238, "mask_rcnn/false_positive": 0.14584154895631074, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.984962590970099, "total_loss": 1.005092527717352}
{"data_time": 0.014724609674885869, "eta_seconds": 261060.35197935998, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.4316115702479339, "fast_rcnn/fg_cls_accuracy": 0.5272268326417704, "iteration": 5799, "loss_box_reg": 0.2641550414264202, "loss_cls": 0.2488722987473011, "loss_mask": 0.3095700368285179, "loss_rpn_cls": 0.06389553321059793, "loss_rpn_loc": 0.08389181457459927, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748508735628944, "mask_rcnn/false_negative": 0.10338190997911845, "mask_rcnn/false_positive": 0.14761069950383238, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9952247096225619, "total_loss": 0.9546652707504109}
{"data_time": 0.021313760429620743, "eta_seconds": 261189.1468544444, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.44050032003413697, "fast_rcnn/fg_cls_accuracy": 0.5284635604576847, "iteration": 5819, "loss_box_reg": 0.255827609449625, "loss_cls": 0.24143991619348526, "loss_mask": 0.30281621031463146, "loss_rpn_cls": 0.06951868464238942, "loss_rpn_loc": 0.09824468055739999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8672022392052816, "mask_rcnn/false_negative": 0.10485366530536727, "mask_rcnn/false_positive": 0.159083117274756, "roi_head/num_bg_samples": 460.875, "roi_head/num_fg_samples": 51.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9863978039938956, "total_loss": 0.9634714040439576}
{"data_time": 0.015167837962508202, "eta_seconds": 261169.3732798472, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4740464679022294, "fast_rcnn/fg_cls_accuracy": 0.45480098216593434, "iteration": 5839, "loss_box_reg": 0.2522376514971256, "loss_cls": 0.2409224547445774, "loss_mask": 0.29620940051972866, "loss_rpn_cls": 0.06386519083753228, "loss_rpn_loc": 0.09244787297211587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8740872073373275, "mask_rcnn/false_negative": 0.11176707487107465, "mask_rcnn/false_positive": 0.17470780706201133, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.963935241336003, "total_loss": 0.9389098037499934}
{"data_time": 0.01790675101801753, "eta_seconds": 261319.38779161312, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.48466056677509184, "fast_rcnn/fg_cls_accuracy": 0.4668891506347337, "iteration": 5859, "loss_box_reg": 0.28664557449519634, "loss_cls": 0.2828353513032198, "loss_mask": 0.31203610822558403, "loss_rpn_cls": 0.06371348607353866, "loss_rpn_loc": 0.09310155373532325, "lr": 0.0001, "mask_rcnn/accuracy": 0.8706927726851541, "mask_rcnn/false_negative": 0.10976795234167508, "mask_rcnn/false_positive": 0.14946995505704358, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0013627607841045, "total_loss": 1.0307063600048423}
{"data_time": 0.014122056774795055, "eta_seconds": 261551.90749433823, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5120689655172415, "fast_rcnn/fg_cls_accuracy": 0.4436153441933789, "iteration": 5879, "loss_box_reg": 0.27022677287459373, "loss_cls": 0.26580134220421314, "loss_mask": 0.31630614399909973, "loss_rpn_cls": 0.0640392703935504, "loss_rpn_loc": 0.08167418837547302, "lr": 0.0001, "mask_rcnn/accuracy": 0.85833797848532, "mask_rcnn/false_negative": 0.12511843822308913, "mask_rcnn/false_positive": 0.1529418797707252, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.032146551180631, "total_loss": 1.0063722155755386}
{"data_time": 0.016860138392075896, "eta_seconds": 261532.10195840802, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.49520745798319327, "fast_rcnn/fg_cls_accuracy": 0.44756258234519103, "iteration": 5899, "loss_box_reg": 0.27057781908661127, "loss_cls": 0.2628172468394041, "loss_mask": 0.31895763240754604, "loss_rpn_cls": 0.06035563303157687, "loss_rpn_loc": 0.0937514454126358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8610124994053565, "mask_rcnn/false_negative": 0.11129957566790358, "mask_rcnn/false_positive": 0.16089270599977673, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9943677671253681, "total_loss": 0.9934612018987536}
{"data_time": 0.013736346503719687, "eta_seconds": 261512.2964224778, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.45516059808943654, "fast_rcnn/fg_cls_accuracy": 0.5063025210084033, "iteration": 5919, "loss_box_reg": 0.26766105368733406, "loss_cls": 0.2538625728338957, "loss_mask": 0.30990212969481945, "loss_rpn_cls": 0.06277411570772529, "loss_rpn_loc": 0.08763123620883562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8524705172967805, "mask_rcnn/false_negative": 0.12291437172132724, "mask_rcnn/false_positive": 0.16761098378531125, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9981361599639058, "total_loss": 0.9806824363768101}
{"data_time": 0.024560410529375076, "eta_seconds": 261441.1008533556, "fast_rcnn/cls_accuracy": 0.907958984375, "fast_rcnn/false_negative": 0.43319948480945525, "fast_rcnn/fg_cls_accuracy": 0.49239364756606135, "iteration": 5939, "loss_box_reg": 0.27210729382932186, "loss_cls": 0.25283790100365877, "loss_mask": 0.2918686829507351, "loss_rpn_cls": 0.055384145583957434, "loss_rpn_loc": 0.09423463116399944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8679871814386868, "mask_rcnn/false_negative": 0.1158960706498808, "mask_rcnn/false_positive": 0.14481519384189978, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.000792684732005, "total_loss": 0.9614261975511909}
{"data_time": 0.015922665828838944, "eta_seconds": 261355.11589636095, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.48397013614404916, "fast_rcnn/fg_cls_accuracy": 0.49672615482892163, "iteration": 5959, "loss_box_reg": 0.27656896226108074, "loss_cls": 0.2523843888193369, "loss_mask": 0.3039963636547327, "loss_rpn_cls": 0.05585277872160077, "loss_rpn_loc": 0.08641543285921216, "lr": 0.0001, "mask_rcnn/accuracy": 0.8587014281069514, "mask_rcnn/false_negative": 0.11548377306428255, "mask_rcnn/false_positive": 0.1508081688753928, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9794268528930843, "total_loss": 0.9610549444332719}
{"data_time": 0.020044833654537797, "eta_seconds": 261401.49756609462, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.44026095935417253, "fast_rcnn/fg_cls_accuracy": 0.492073475092343, "iteration": 5979, "loss_box_reg": 0.2744266353547573, "loss_cls": 0.2627518568187952, "loss_mask": 0.3065693285316229, "loss_rpn_cls": 0.07978470483794808, "loss_rpn_loc": 0.09749578032642603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8734356914121147, "mask_rcnn/false_negative": 0.11105681574886422, "mask_rcnn/false_positive": 0.1374031996651457, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9848541524261236, "total_loss": 1.018570905784145}
{"data_time": 0.023941664258018136, "eta_seconds": 261433.07427875698, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.43951830378210743, "fast_rcnn/fg_cls_accuracy": 0.5129710893133712, "iteration": 5999, "loss_box_reg": 0.25860185734927654, "loss_cls": 0.2644609743729234, "loss_mask": 0.2906260844320059, "loss_rpn_cls": 0.06007322762161493, "loss_rpn_loc": 0.08995306072756648, "lr": 0.0001, "mask_rcnn/accuracy": 0.862180809214619, "mask_rcnn/false_negative": 0.10784717150351227, "mask_rcnn/false_positive": 0.16913044480990194, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.003520710626617, "total_loss": 0.9941839417442679}
{"data_time": 0.014809543266892433, "eta_seconds": 261361.89427883364, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4676927327991158, "fast_rcnn/fg_cls_accuracy": 0.4885768903993203, "iteration": 6019, "loss_box_reg": 0.29513205774128437, "loss_cls": 0.2617708072066307, "loss_mask": 0.30424452014267445, "loss_rpn_cls": 0.054535103030502796, "loss_rpn_loc": 0.07929993490688503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8591420807453416, "mask_rcnn/false_negative": 0.1179406660917012, "mask_rcnn/false_positive": 0.15767823370071227, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9869435327127576, "total_loss": 1.0014175027608871}
{"data_time": 0.014100226573646069, "eta_seconds": 261308.41716707684, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5041750877566217, "fast_rcnn/fg_cls_accuracy": 0.4737690830047518, "iteration": 6039, "loss_box_reg": 0.2710748976096511, "loss_cls": 0.26491112262010574, "loss_mask": 0.3103899694979191, "loss_rpn_cls": 0.06124550267122686, "loss_rpn_loc": 0.10230480914469808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8608237467919498, "mask_rcnn/false_negative": 0.11079816582639329, "mask_rcnn/false_positive": 0.15547043262671303, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9841929285321385, "total_loss": 1.002683418104425}
{"data_time": 0.01711187488399446, "eta_seconds": 261202.44779940695, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.47096761546302834, "fast_rcnn/fg_cls_accuracy": 0.47396322105305194, "iteration": 6059, "loss_box_reg": 0.27896573767066, "loss_cls": 0.25136670656502247, "loss_mask": 0.315947949886322, "loss_rpn_cls": 0.04956596810370684, "loss_rpn_loc": 0.08654813631437719, "lr": 0.0001, "mask_rcnn/accuracy": 0.8653702702980738, "mask_rcnn/false_negative": 0.10977099913428581, "mask_rcnn/false_positive": 0.15500898774170174, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9665887588635087, "total_loss": 0.9748465423472226}
{"data_time": 0.01700679585337639, "eta_seconds": 261213.7936097011, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.47674710424710426, "fast_rcnn/fg_cls_accuracy": 0.4716707021791767, "iteration": 6079, "loss_box_reg": 0.2812117263674736, "loss_cls": 0.26601754128932953, "loss_mask": 0.30912761576473713, "loss_rpn_cls": 0.06959420326165855, "loss_rpn_loc": 0.10296430066227913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8669697783811253, "mask_rcnn/false_negative": 0.0967048507347825, "mask_rcnn/false_positive": 0.16778560241795676, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9925413990858942, "total_loss": 1.0181254987837747}
{"data_time": 0.015350569039583206, "eta_seconds": 261577.2015481023, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4815331010452962, "fast_rcnn/fg_cls_accuracy": 0.47693379790940765, "iteration": 6099, "loss_box_reg": 0.28235153667628765, "loss_cls": 0.2715914063155651, "loss_mask": 0.303990975022316, "loss_rpn_cls": 0.060538707533851266, "loss_rpn_loc": 0.07264304766431451, "lr": 0.0001, "mask_rcnn/accuracy": 0.869861401095033, "mask_rcnn/false_negative": 0.10800990957069238, "mask_rcnn/false_positive": 0.15231150999293047, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0050711517687887, "total_loss": 1.0126778869889677}
{"data_time": 0.012970009353011847, "eta_seconds": 261474.49645383283, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.46591848544973546, "fast_rcnn/fg_cls_accuracy": 0.4907407407407407, "iteration": 6119, "loss_box_reg": 0.26925320737063885, "loss_cls": 0.26074804551899433, "loss_mask": 0.30355182476341724, "loss_rpn_cls": 0.0587948695756495, "loss_rpn_loc": 0.08955341670662165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8719502935547261, "mask_rcnn/false_negative": 0.09458233728878379, "mask_rcnn/false_positive": 0.14422960420745587, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9815468883607537, "total_loss": 0.988370394334197}
{"data_time": 0.020497556077316403, "eta_seconds": 261387.23613375798, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.511049723756906, "fast_rcnn/fg_cls_accuracy": 0.48278274084278994, "iteration": 6139, "loss_box_reg": 0.28941778652369976, "loss_cls": 0.26589211635291576, "loss_mask": 0.3027892354875803, "loss_rpn_cls": 0.056877878960222006, "loss_rpn_loc": 0.08673275983892381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8501050078834222, "mask_rcnn/false_negative": 0.110157754121773, "mask_rcnn/false_positive": 0.19445027117397712, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9887790323700756, "total_loss": 0.9813830042257905}
{"data_time": 0.020374992629513144, "eta_seconds": 261532.01828349382, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.447265625, "fast_rcnn/fg_cls_accuracy": 0.515859375, "iteration": 6159, "loss_box_reg": 0.27943364158272743, "loss_cls": 0.24534163624048233, "loss_mask": 0.3111756220459938, "loss_rpn_cls": 0.062293010065332055, "loss_rpn_loc": 0.10082444234285504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8534826085799447, "mask_rcnn/false_negative": 0.11402207367156217, "mask_rcnn/false_positive": 0.1707902819043377, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9910653838887811, "total_loss": 1.023464959813282}
{"data_time": 0.01289086346514523, "eta_seconds": 261619.15405006148, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4950332978902009, "fast_rcnn/fg_cls_accuracy": 0.46661262930368996, "iteration": 6179, "loss_box_reg": 0.25096243247389793, "loss_cls": 0.2490763571113348, "loss_mask": 0.29925577715039253, "loss_rpn_cls": 0.05957057746127248, "loss_rpn_loc": 0.09085778309963644, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768004089602646, "mask_rcnn/false_negative": 0.09985525971707498, "mask_rcnn/false_positive": 0.15349222650550115, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9756120350211859, "total_loss": 0.9593320486601442}
{"data_time": 0.018107874551787972, "eta_seconds": 261492.3681897577, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.44113773243770726, "fast_rcnn/fg_cls_accuracy": 0.5155237855765893, "iteration": 6199, "loss_box_reg": 0.2648362200707197, "loss_cls": 0.24459071271121502, "loss_mask": 0.31174251064658165, "loss_rpn_cls": 0.05748847499489784, "loss_rpn_loc": 0.09272193722426891, "lr": 0.0001, "mask_rcnn/accuracy": 0.8618500885931295, "mask_rcnn/false_negative": 0.10603175582528654, "mask_rcnn/false_positive": 0.15411187157807205, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9439550924580544, "total_loss": 1.0133105837740004}
{"data_time": 0.018399460008367896, "eta_seconds": 261356.29272277933, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.45200205715965025, "fast_rcnn/fg_cls_accuracy": 0.49377709205789433, "iteration": 6219, "loss_box_reg": 0.2903749383985996, "loss_cls": 0.25050064362585545, "loss_mask": 0.3136129640042782, "loss_rpn_cls": 0.06122915749438107, "loss_rpn_loc": 0.10216590063646436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8647667703224701, "mask_rcnn/false_negative": 0.09968444206016645, "mask_rcnn/false_positive": 0.1673921479604462, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9906282627489418, "total_loss": 1.0264364338945597}
{"data_time": 0.02030319068580866, "eta_seconds": 261452.71809602156, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4304693537721192, "fast_rcnn/fg_cls_accuracy": 0.5515683634364568, "iteration": 6239, "loss_box_reg": 0.27290409337729216, "loss_cls": 0.2452590987086296, "loss_mask": 0.2958642728626728, "loss_rpn_cls": 0.05919360322877765, "loss_rpn_loc": 0.08808273472823203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8651028105756018, "mask_rcnn/false_negative": 0.10730794842270502, "mask_rcnn/false_positive": 0.15992370939843817, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9973925678059459, "total_loss": 0.9773636807221919}
{"data_time": 0.017482981085777283, "eta_seconds": 261577.55790483672, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.44467787114845936, "fast_rcnn/fg_cls_accuracy": 0.5123869907244334, "iteration": 6259, "loss_box_reg": 0.2798121552914381, "loss_cls": 0.26684384420514107, "loss_mask": 0.29334513656795025, "loss_rpn_cls": 0.06735689332708716, "loss_rpn_loc": 0.10551449423655868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8690199564674355, "mask_rcnn/false_negative": 0.1000267746217508, "mask_rcnn/false_positive": 0.13231933163886594, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.0244298353791237, "total_loss": 1.0042762618977576}
{"data_time": 0.014597706962376833, "eta_seconds": 261588.48218940198, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.46303167420814484, "fast_rcnn/fg_cls_accuracy": 0.521131221719457, "iteration": 6279, "loss_box_reg": 0.27208639681339264, "loss_cls": 0.2513638408854604, "loss_mask": 0.29631727933883667, "loss_rpn_cls": 0.07368910172954202, "loss_rpn_loc": 0.1069657327607274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8682689158920763, "mask_rcnn/false_negative": 0.10215486966309968, "mask_rcnn/false_positive": 0.1685737508054274, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.012902935501188, "total_loss": 0.9825655792374164}
{"data_time": 0.014504991471767426, "eta_seconds": 261393.24295541737, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.42194358729192927, "fast_rcnn/fg_cls_accuracy": 0.5438095238095237, "iteration": 6299, "loss_box_reg": 0.28309119306504726, "loss_cls": 0.25686512887477875, "loss_mask": 0.3080887906253338, "loss_rpn_cls": 0.06427979608997703, "loss_rpn_loc": 0.08777698315680027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8692022786558232, "mask_rcnn/false_negative": 0.11396446010497865, "mask_rcnn/false_positive": 0.1535545722797917, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9640418214257807, "total_loss": 0.9941826681606472}
{"data_time": 0.019467428559437394, "eta_seconds": 261242.39735782146, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4357226260876116, "fast_rcnn/fg_cls_accuracy": 0.5440465019288916, "iteration": 6319, "loss_box_reg": 0.2725078072398901, "loss_cls": 0.24844218790531158, "loss_mask": 0.3111728932708502, "loss_rpn_cls": 0.06273812195286155, "loss_rpn_loc": 0.10680573852732778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8673808827287275, "mask_rcnn/false_negative": 0.11335070070619761, "mask_rcnn/false_positive": 0.15133861040002738, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9793778667226434, "total_loss": 0.9826957575860433}
{"data_time": 0.018926431890577078, "eta_seconds": 261110.52706192713, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.4929205903960462, "fast_rcnn/fg_cls_accuracy": 0.4441834760983697, "iteration": 6339, "loss_box_reg": 0.27695630863308907, "loss_cls": 0.26746999099850655, "loss_mask": 0.29195520654320717, "loss_rpn_cls": 0.06706263171508908, "loss_rpn_loc": 0.07635351666249335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8665678526287113, "mask_rcnn/false_negative": 0.1036311921609303, "mask_rcnn/false_positive": 0.1596497925994734, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9663275023922324, "total_loss": 1.0006824565352872}
{"data_time": 0.016075983410701156, "eta_seconds": 261169.235191131, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.4518939393939394, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 6359, "loss_box_reg": 0.2817320991307497, "loss_cls": 0.26415580324828625, "loss_mask": 0.29882759042084217, "loss_rpn_cls": 0.058084628311917186, "loss_rpn_loc": 0.09008646477013826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8661719642723651, "mask_rcnn/false_negative": 0.12183420086806013, "mask_rcnn/false_positive": 0.15267605978535795, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0142699496354908, "total_loss": 0.9803870865143836}
{"data_time": 0.014456135919317603, "eta_seconds": 261070.91384383384, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5060102807433768, "fast_rcnn/fg_cls_accuracy": 0.44699359767126856, "iteration": 6379, "loss_box_reg": 0.2725707460194826, "loss_cls": 0.2583815548568964, "loss_mask": 0.30095536075532436, "loss_rpn_cls": 0.06800649152137339, "loss_rpn_loc": 0.09231366124004126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8632136085448636, "mask_rcnn/false_negative": 0.10735193176965638, "mask_rcnn/false_positive": 0.15645721582458955, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9814599195960909, "total_loss": 1.004017060622573}
{"data_time": 0.020598652306944132, "eta_seconds": 260857.9747285694, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4328009140789583, "fast_rcnn/fg_cls_accuracy": 0.4605811023046861, "iteration": 6399, "loss_box_reg": 0.2856075298041105, "loss_cls": 0.2606588676571846, "loss_mask": 0.29678214341402054, "loss_rpn_cls": 0.05921493470668793, "loss_rpn_loc": 0.09174091788008809, "lr": 0.0001, "mask_rcnn/accuracy": 0.866042071590541, "mask_rcnn/false_negative": 0.09311588416612768, "mask_rcnn/false_positive": 0.16229321366842892, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9776228796690702, "total_loss": 1.0074893236160278}
{"data_time": 0.01699064509011805, "eta_seconds": 260846.18167374283, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4394396551724138, "fast_rcnn/fg_cls_accuracy": 0.5106372650995077, "iteration": 6419, "loss_box_reg": 0.28534889593720436, "loss_cls": 0.2687320336699486, "loss_mask": 0.3043458629399538, "loss_rpn_cls": 0.061894102953374386, "loss_rpn_loc": 0.0939951307955198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8612428439661964, "mask_rcnn/false_negative": 0.10597848094633688, "mask_rcnn/false_positive": 0.1620845561670505, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0053587974980474, "total_loss": 1.0555108204716817}
{"data_time": 0.01621220796369016, "eta_seconds": 260777.1758559905, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.49143735362997654, "fast_rcnn/fg_cls_accuracy": 0.41719187675070024, "iteration": 6439, "loss_box_reg": 0.24126693233847618, "loss_cls": 0.23579096514731646, "loss_mask": 0.29867153614759445, "loss_rpn_cls": 0.05456488800700754, "loss_rpn_loc": 0.07174575002864003, "lr": 0.0001, "mask_rcnn/accuracy": 0.8658669017996943, "mask_rcnn/false_negative": 0.11935032272492037, "mask_rcnn/false_positive": 0.13269039476314173, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9706124975346029, "total_loss": 0.9382608529413119}
{"data_time": 0.017124801874160767, "eta_seconds": 260696.3548103301, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.4413413963716327, "fast_rcnn/fg_cls_accuracy": 0.5271671826625387, "iteration": 6459, "loss_box_reg": 0.2726955767720938, "loss_cls": 0.26349157094955444, "loss_mask": 0.3106721378862858, "loss_rpn_cls": 0.059094536351040006, "loss_rpn_loc": 0.08700828347355127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8679994891729585, "mask_rcnn/false_negative": 0.10654256465960772, "mask_rcnn/false_positive": 0.1624866608578721, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9630649411119521, "total_loss": 1.0159941385500133}
{"data_time": 0.015592679847031832, "eta_seconds": 260759.1477963701, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.4631467695983825, "fast_rcnn/fg_cls_accuracy": 0.49996474006374997, "iteration": 6479, "loss_box_reg": 0.29035641625523567, "loss_cls": 0.2691543763503432, "loss_mask": 0.31892969459295273, "loss_rpn_cls": 0.0589431244879961, "loss_rpn_loc": 0.0938898278400302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8516882619384387, "mask_rcnn/false_negative": 0.12633198455145137, "mask_rcnn/false_positive": 0.14784792018493437, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0192957678809762, "total_loss": 1.0535783008672297}
{"data_time": 0.02452911459840834, "eta_seconds": 260767.01142359525, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.49069821323920243, "fast_rcnn/fg_cls_accuracy": 0.43269800513529527, "iteration": 6499, "loss_box_reg": 0.2572158146649599, "loss_cls": 0.2573077157139778, "loss_mask": 0.2925202287733555, "loss_rpn_cls": 0.06568414042703807, "loss_rpn_loc": 0.10587768675759435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8571899332129616, "mask_rcnn/false_negative": 0.11172601221237304, "mask_rcnn/false_positive": 0.16751590398813415, "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": 0.9831325935665518, "total_loss": 0.9646172672510147}
{"data_time": 0.018744304543361068, "eta_seconds": 260785.31473973766, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.4138086014831619, "fast_rcnn/fg_cls_accuracy": 0.565131073349842, "iteration": 6519, "loss_box_reg": 0.25678628869354725, "loss_cls": 0.23925229161977768, "loss_mask": 0.3001808524131775, "loss_rpn_cls": 0.06537952553480864, "loss_rpn_loc": 0.10979811614379287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8720974295443671, "mask_rcnn/false_negative": 0.10586423990887647, "mask_rcnn/false_positive": 0.15890960494207323, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9769705461803824, "total_loss": 0.9778737253509462}
{"data_time": 0.01821833197027445, "eta_seconds": 260699.77640570607, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4614691541233835, "fast_rcnn/fg_cls_accuracy": 0.5123779763272434, "iteration": 6539, "loss_box_reg": 0.27000960521399975, "loss_cls": 0.2572840806096792, "loss_mask": 0.29361542873084545, "loss_rpn_cls": 0.06602529995143414, "loss_rpn_loc": 0.10358886700123549, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767149135625272, "mask_rcnn/false_negative": 0.09496917268147251, "mask_rcnn/false_positive": 0.1590435611454272, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9733195542357862, "total_loss": 0.9831097116693854}
{"data_time": 0.015026580076664686, "eta_seconds": 260317.08228088915, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.43831676171707823, "fast_rcnn/fg_cls_accuracy": 0.5162326961107448, "iteration": 6559, "loss_box_reg": 0.2641779277473688, "loss_cls": 0.23567436076700687, "loss_mask": 0.30764284171164036, "loss_rpn_cls": 0.05540498811751604, "loss_rpn_loc": 0.09141519898548722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8593373684877679, "mask_rcnn/false_negative": 0.11160401327225902, "mask_rcnn/false_positive": 0.1540282534345681, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.970739497570321, "total_loss": 0.9495596284978092}
{"data_time": 0.023691509384661913, "eta_seconds": 260297.3193684779, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.4816269002315514, "fast_rcnn/fg_cls_accuracy": 0.48480842405361596, "iteration": 6579, "loss_box_reg": 0.2567207431420684, "loss_cls": 0.23424293845891953, "loss_mask": 0.29640297032892704, "loss_rpn_cls": 0.05426135612651706, "loss_rpn_loc": 0.10218830232042819, "lr": 0.0001, "mask_rcnn/accuracy": 0.8715198162987904, "mask_rcnn/false_negative": 0.10363663416109593, "mask_rcnn/false_positive": 0.15016815621141597, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9775202020537108, "total_loss": 0.9388626145664603}
{"data_time": 0.014265245292335749, "eta_seconds": 260277.55645606667, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.48514350127253353, "fast_rcnn/fg_cls_accuracy": 0.4706867145891536, "iteration": 6599, "loss_box_reg": 0.26319955848157406, "loss_cls": 0.25121975876390934, "loss_mask": 0.3216240033507347, "loss_rpn_cls": 0.05834692972712219, "loss_rpn_loc": 0.09396392665803432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8574717538522971, "mask_rcnn/false_negative": 0.12397973758277192, "mask_rcnn/false_positive": 0.163015723734104, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0120635840576142, "total_loss": 1.0000903378240764}
{"data_time": 0.020575787173584104, "eta_seconds": 260231.59098943695, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.45547730829420974, "fast_rcnn/fg_cls_accuracy": 0.4543809523809524, "iteration": 6619, "loss_box_reg": 0.22710297629237175, "loss_cls": 0.2668552603572607, "loss_mask": 0.2979075014591217, "loss_rpn_cls": 0.06264212669339031, "loss_rpn_loc": 0.10414758278056979, "lr": 0.0001, "mask_rcnn/accuracy": 0.8708242225461613, "mask_rcnn/false_negative": 0.09477261870933565, "mask_rcnn/false_positive": 0.15329946697556368, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9911026265472174, "total_loss": 0.9169249408878386}
{"data_time": 0.01761974045075476, "eta_seconds": 260038.63714151084, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3872578372666432, "fast_rcnn/fg_cls_accuracy": 0.5789049703284015, "iteration": 6639, "loss_box_reg": 0.27993110567331314, "loss_cls": 0.24604366440325975, "loss_mask": 0.2990474868565798, "loss_rpn_cls": 0.05716124502941966, "loss_rpn_loc": 0.08424854092299938, "lr": 0.0001, "mask_rcnn/accuracy": 0.877842161779119, "mask_rcnn/false_negative": 0.10163344069157709, "mask_rcnn/false_positive": 0.1209119320998519, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9723800721112639, "total_loss": 0.9728739614947699}
{"data_time": 0.018002411350607872, "eta_seconds": 260169.262868003, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4776552396137833, "fast_rcnn/fg_cls_accuracy": 0.5012072434607646, "iteration": 6659, "loss_box_reg": 0.26884290389716625, "loss_cls": 0.24819092452526093, "loss_mask": 0.2990049533545971, "loss_rpn_cls": 0.06111964304000139, "loss_rpn_loc": 0.1022409456782043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8710535504248165, "mask_rcnn/false_negative": 0.11590156773684718, "mask_rcnn/false_positive": 0.14455349511222, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 0.9938807873986661, "total_loss": 0.9921543537639081}
{"data_time": 0.021245451411232352, "eta_seconds": 260330.80924653448, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.4303874092009685, "fast_rcnn/fg_cls_accuracy": 0.5082506021926566, "iteration": 6679, "loss_box_reg": 0.2764355447143316, "loss_cls": 0.2588836308568716, "loss_mask": 0.2952827736735344, "loss_rpn_cls": 0.051603417843580246, "loss_rpn_loc": 0.0820830138400197, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801628738720763, "mask_rcnn/false_negative": 0.10492292162167961, "mask_rcnn/false_positive": 0.13742010073228245, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.020637036068365, "total_loss": 0.9817770242225379}
{"data_time": 0.020076104206964374, "eta_seconds": 260500.5447000498, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.48339633327997833, "fast_rcnn/fg_cls_accuracy": 0.4709263015551048, "iteration": 6699, "loss_box_reg": 0.2751126941293478, "loss_cls": 0.25599426962435246, "loss_mask": 0.3030780367553234, "loss_rpn_cls": 0.049824145855382085, "loss_rpn_loc": 0.092912916559726, "lr": 0.0001, "mask_rcnn/accuracy": 0.8595207297834909, "mask_rcnn/false_negative": 0.11292447721082544, "mask_rcnn/false_positive": 0.15432202769096745, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9907083068974316, "total_loss": 0.9895709094125777}
{"data_time": 0.02280881511978805, "eta_seconds": 260549.2932356894, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.4206703271562572, "fast_rcnn/fg_cls_accuracy": 0.5565637602558754, "iteration": 6719, "loss_box_reg": 0.26929451897740364, "loss_cls": 0.2465749941766262, "loss_mask": 0.29428376257419586, "loss_rpn_cls": 0.0669731548987329, "loss_rpn_loc": 0.09153078217059374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8712027914614122, "mask_rcnn/false_negative": 0.10783152850265994, "mask_rcnn/false_positive": 0.12903814839393118, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9948429621290416, "total_loss": 0.9752791607752442}
{"data_time": 0.015233573270961642, "eta_seconds": 260567.56474261172, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4346293311845286, "fast_rcnn/fg_cls_accuracy": 0.5133051790295847, "iteration": 6739, "loss_box_reg": 0.24892329052090645, "loss_cls": 0.22699713706970215, "loss_mask": 0.31107148714363575, "loss_rpn_cls": 0.05778064113110304, "loss_rpn_loc": 0.10514581063762307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8671269853185626, "mask_rcnn/false_negative": 0.11600944810503126, "mask_rcnn/false_positive": 0.1436392363408019, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9800299403723329, "total_loss": 0.972361329710111}
{"data_time": 0.015983258141204715, "eta_seconds": 260119.45315677673, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.41947458595088516, "fast_rcnn/fg_cls_accuracy": 0.5381482712765957, "iteration": 6759, "loss_box_reg": 0.25672874227166176, "loss_cls": 0.2541686398908496, "loss_mask": 0.2891387529671192, "loss_rpn_cls": 0.051100864773616195, "loss_rpn_loc": 0.07551709283143282, "lr": 0.0001, "mask_rcnn/accuracy": 0.8663401327827887, "mask_rcnn/false_negative": 0.10328734727597508, "mask_rcnn/false_positive": 0.16777040011653754, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9826910058036447, "total_loss": 0.9312913513276726}
{"data_time": 0.014791932888329029, "eta_seconds": 260152.49116885476, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.43709929311195134, "fast_rcnn/fg_cls_accuracy": 0.5035755383856649, "iteration": 6779, "loss_box_reg": 0.271295053884387, "loss_cls": 0.25324381701648235, "loss_mask": 0.2946767210960388, "loss_rpn_cls": 0.0723670416045934, "loss_rpn_loc": 0.10617223125882447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8761751788722392, "mask_rcnn/false_negative": 0.10913443761260919, "mask_rcnn/false_positive": 0.14486412626735096, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9853947493247688, "total_loss": 1.0174511806108057}
{"data_time": 0.01612765295431018, "eta_seconds": 260132.72424452007, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.43397700471698114, "fast_rcnn/fg_cls_accuracy": 0.5233298396801367, "iteration": 6799, "loss_box_reg": 0.27996810153126717, "loss_cls": 0.24279366619884968, "loss_mask": 0.29711973294615746, "loss_rpn_cls": 0.05718941357918084, "loss_rpn_loc": 0.08261528797447681, "lr": 0.0001, "mask_rcnn/accuracy": 0.8599589854560331, "mask_rcnn/false_negative": 0.11474388904620944, "mask_rcnn/false_positive": 0.16452655889823564, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9942820728756487, "total_loss": 0.9527928882744163}
{"data_time": 0.014994810800999403, "eta_seconds": 260060.164419543, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.43484455958549223, "fast_rcnn/fg_cls_accuracy": 0.52890756302521, "iteration": 6819, "loss_box_reg": 0.27251281309872866, "loss_cls": 0.233088793233037, "loss_mask": 0.2955574858933687, "loss_rpn_cls": 0.06582030560821295, "loss_rpn_loc": 0.09892800822854042, "lr": 0.0001, "mask_rcnn/accuracy": 0.866982231102307, "mask_rcnn/false_negative": 0.11801951122709586, "mask_rcnn/false_positive": 0.1691707693703985, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9845508113503456, "total_loss": 0.9848582469858229}
{"data_time": 0.018522899132221937, "eta_seconds": 259775.55103872903, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.400259453656209, "fast_rcnn/fg_cls_accuracy": 0.5612888091061157, "iteration": 6839, "loss_box_reg": 0.2539610415697098, "loss_cls": 0.21475026430562139, "loss_mask": 0.3067906517535448, "loss_rpn_cls": 0.05844644922763109, "loss_rpn_loc": 0.0926916350144893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8631742426124436, "mask_rcnn/false_negative": 0.12895070523717347, "mask_rcnn/false_positive": 0.14757540329848132, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9720749878324568, "total_loss": 0.8961658186744899}
{"data_time": 0.019833025289699435, "eta_seconds": 259700.81384290475, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.46862745098039216, "fast_rcnn/fg_cls_accuracy": 0.5077371489136195, "iteration": 6859, "loss_box_reg": 0.2753396350890398, "loss_cls": 0.2558050602674484, "loss_mask": 0.3056890033185482, "loss_rpn_cls": 0.0618217377923429, "loss_rpn_loc": 0.09194974938873202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8616342640445214, "mask_rcnn/false_negative": 0.10789591971371583, "mask_rcnn/false_positive": 0.15428535301732232, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9909476595930755, "total_loss": 0.9888527997536585}
{"data_time": 0.019725814694538713, "eta_seconds": 259192.36578468233, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.46835622831402307, "fast_rcnn/fg_cls_accuracy": 0.4936003004825056, "iteration": 6879, "loss_box_reg": 0.25859003886580467, "loss_cls": 0.24019025452435017, "loss_mask": 0.30453849397599697, "loss_rpn_cls": 0.058765585999935865, "loss_rpn_loc": 0.10154644213616848, "lr": 0.0001, "mask_rcnn/accuracy": 0.8713975011648086, "mask_rcnn/false_negative": 0.10936424956788453, "mask_rcnn/false_positive": 0.15055273724800522, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9466801218222827, "total_loss": 0.9966584015637636}
{"data_time": 0.014601725852116942, "eta_seconds": 259132.78020818252, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.47757444168734486, "fast_rcnn/fg_cls_accuracy": 0.49190446650124064, "iteration": 6899, "loss_box_reg": 0.25057948753237724, "loss_cls": 0.2657228522002697, "loss_mask": 0.30369699001312256, "loss_rpn_cls": 0.06274617835879326, "loss_rpn_loc": 0.09316233452409506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8650692749926058, "mask_rcnn/false_negative": 0.11389790869321058, "mask_rcnn/false_positive": 0.16380338972467326, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.953532696235925, "total_loss": 0.962478392990306}
{"data_time": 0.015159768285229802, "eta_seconds": 259057.23948882893, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.48633145987478654, "iteration": 6919, "loss_box_reg": 0.2767800372093916, "loss_cls": 0.2673648837953806, "loss_mask": 0.3029243368655443, "loss_rpn_cls": 0.05267396289855242, "loss_rpn_loc": 0.10249537043273449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8630897857556561, "mask_rcnn/false_negative": 0.1278888483949305, "mask_rcnn/false_positive": 0.1468092507020769, "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": 1.026688419515267, "total_loss": 1.0026076037902385}
{"data_time": 0.02168995630927384, "eta_seconds": 259025.0979746459, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4174180327868853, "fast_rcnn/fg_cls_accuracy": 0.5635245901639345, "iteration": 6939, "loss_box_reg": 0.2556840209290385, "loss_cls": 0.24742859415709972, "loss_mask": 0.2865665592253208, "loss_rpn_cls": 0.05751919327303767, "loss_rpn_loc": 0.09833437670022249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742262012947672, "mask_rcnn/false_negative": 0.10782885791909361, "mask_rcnn/false_positive": 0.12512583992241028, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9854072199668735, "total_loss": 0.9663690917659551}
{"data_time": 0.019517439417541027, "eta_seconds": 259056.83462798595, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.5483569828230022, "fast_rcnn/fg_cls_accuracy": 0.4106471994535519, "iteration": 6959, "loss_box_reg": 0.24781705811619759, "loss_cls": 0.23574515990912914, "loss_mask": 0.29645275324583054, "loss_rpn_cls": 0.057315469020977616, "loss_rpn_loc": 0.07670744438655674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864548118673752, "mask_rcnn/false_negative": 0.10035004617247116, "mask_rcnn/false_positive": 0.13690090562068227, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9952204115688801, "total_loss": 0.9422536540077999}
{"data_time": 0.02072315546683967, "eta_seconds": 258998.15694979392, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.44996021823141624, "fast_rcnn/fg_cls_accuracy": 0.5147569821482865, "iteration": 6979, "loss_box_reg": 0.2533575687557459, "loss_cls": 0.2399423085153103, "loss_mask": 0.3126871157437563, "loss_rpn_cls": 0.0642220969311893, "loss_rpn_loc": 0.08866758132353425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8616284351578469, "mask_rcnn/false_negative": 0.11372474640443675, "mask_rcnn/false_positive": 0.16683363620913488, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9787552803754807, "total_loss": 0.9747885630931705}
{"data_time": 0.013352066744118929, "eta_seconds": 258917.07895998843, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.4394862604540024, "fast_rcnn/fg_cls_accuracy": 0.539247311827957, "iteration": 6999, "loss_box_reg": 0.266635300591588, "loss_cls": 0.24787708930671215, "loss_mask": 0.29887834191322327, "loss_rpn_cls": 0.06206488306634128, "loss_rpn_loc": 0.11529487324878573, "lr": 0.0001, "mask_rcnn/accuracy": 0.8671862676229912, "mask_rcnn/false_negative": 0.10066744576571346, "mask_rcnn/false_positive": 0.1548637481185703, "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": 0.9496717937290668, "total_loss": 0.992996703600511}
{"data_time": 0.017212524311617017, "eta_seconds": 258878.50238088984, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.44485294117647056, "fast_rcnn/fg_cls_accuracy": 0.5367647058823529, "iteration": 7019, "loss_box_reg": 0.26232519932091236, "loss_cls": 0.23843609727919102, "loss_mask": 0.3013316411525011, "loss_rpn_cls": 0.06699603272136301, "loss_rpn_loc": 0.08053294499404728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8721187915320568, "mask_rcnn/false_negative": 0.10413198056006281, "mask_rcnn/false_positive": 0.13879244459407936, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9762469995766878, "total_loss": 0.9840949365170673}
{"data_time": 0.01429403480142355, "eta_seconds": 258672.129773926, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4354537757794455, "fast_rcnn/fg_cls_accuracy": 0.5508484742731259, "iteration": 7039, "loss_box_reg": 0.24653867073357105, "loss_cls": 0.21641838643699884, "loss_mask": 0.28887628577649593, "loss_rpn_cls": 0.05224849469959736, "loss_rpn_loc": 0.10008317662868649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822535462039549, "mask_rcnn/false_negative": 0.0948991782668816, "mask_rcnn/false_positive": 0.14682515290713938, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9617761466652155, "total_loss": 0.9289252646267414}
{"data_time": 0.019093954004347324, "eta_seconds": 258549.97989955824, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4106503732487985, "fast_rcnn/fg_cls_accuracy": 0.5318179257506619, "iteration": 7059, "loss_box_reg": 0.25792512856423855, "loss_cls": 0.23406332824379206, "loss_mask": 0.30553165078163147, "loss_rpn_cls": 0.048561109928414226, "loss_rpn_loc": 0.07157133938744664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8619474598084539, "mask_rcnn/false_negative": 0.10805959718841146, "mask_rcnn/false_positive": 0.15766018360256578, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9679139493964612, "total_loss": 0.921493524685502}
{"data_time": 0.013905821833759546, "eta_seconds": 258198.81826814264, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4188237533307956, "fast_rcnn/fg_cls_accuracy": 0.5049156118143461, "iteration": 7079, "loss_box_reg": 0.2671216828748584, "loss_cls": 0.2433679960668087, "loss_mask": 0.30061985552310944, "loss_rpn_cls": 0.06793834664858878, "loss_rpn_loc": 0.09100145054981112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8684167666391849, "mask_rcnn/false_negative": 0.11620175933007848, "mask_rcnn/false_positive": 0.1669957156784813, "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": 0.9611995900049806, "total_loss": 0.9751166338101029}
{"data_time": 0.01621146546676755, "eta_seconds": 258055.51784988493, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.4574561403508772, "fast_rcnn/fg_cls_accuracy": 0.5070865302642796, "iteration": 7099, "loss_box_reg": 0.27389824762940407, "loss_cls": 0.2559536825865507, "loss_mask": 0.30752158910036087, "loss_rpn_cls": 0.05291438056156039, "loss_rpn_loc": 0.09413529327139258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8673105464652822, "mask_rcnn/false_negative": 0.11671431848298158, "mask_rcnn/false_positive": 0.14490383131508308, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0200033937580884, "total_loss": 1.0043758749961853}
{"data_time": 0.01577823399566114, "eta_seconds": 258125.13682048768, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.48394792893775507, "fast_rcnn/fg_cls_accuracy": 0.46735392862944714, "iteration": 7119, "loss_box_reg": 0.2625365052372217, "loss_cls": 0.25951530598104, "loss_mask": 0.30156456865370274, "loss_rpn_cls": 0.05313819902949035, "loss_rpn_loc": 0.08485254494007677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782191998176082, "mask_rcnn/false_negative": 0.10776703540079388, "mask_rcnn/false_positive": 0.11989800925237794, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9914956830907613, "total_loss": 0.9536941184196621}
{"data_time": 0.016381651861593127, "eta_seconds": 258016.2549335137, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4680873848789891, "fast_rcnn/fg_cls_accuracy": 0.4761218037606079, "iteration": 7139, "loss_box_reg": 0.27337585017085075, "loss_cls": 0.24200754426419735, "loss_mask": 0.30104622058570385, "loss_rpn_cls": 0.06019542645663023, "loss_rpn_loc": 0.10003830259665847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8678027160224195, "mask_rcnn/false_negative": 0.12218803417148391, "mask_rcnn/false_positive": 0.1539366595548516, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9821728928945959, "total_loss": 1.0082742418162525}
{"data_time": 0.025673784548416734, "eta_seconds": 258085.86032371037, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4776785714285714, "fast_rcnn/fg_cls_accuracy": 0.4788461538461538, "iteration": 7159, "loss_box_reg": 0.2827136870473623, "loss_cls": 0.2927211970090866, "loss_mask": 0.3051671274006367, "loss_rpn_cls": 0.06264555570669472, "loss_rpn_loc": 0.09000894008204341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8671267573677239, "mask_rcnn/false_negative": 0.11129295052945351, "mask_rcnn/false_positive": 0.16282281239208798, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0144948461093009, "total_loss": 1.0297619805205613}
{"data_time": 0.023228836711496115, "eta_seconds": 258658.52624308318, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.46018311351860575, "fast_rcnn/fg_cls_accuracy": 0.504500464992693, "iteration": 7179, "loss_box_reg": 0.25479556620121, "loss_cls": 0.23529700376093388, "loss_mask": 0.2940940074622631, "loss_rpn_cls": 0.0581249778624624, "loss_rpn_loc": 0.08516951440833509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773501319513075, "mask_rcnn/false_negative": 0.10826134112965975, "mask_rcnn/false_positive": 0.13755054357274984, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0271872107405216, "total_loss": 0.9444542007986456}
{"data_time": 0.017059791833162308, "eta_seconds": 258675.00851545483, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4520821867547239, "fast_rcnn/fg_cls_accuracy": 0.5062895569620254, "iteration": 7199, "loss_box_reg": 0.25664932280778885, "loss_cls": 0.2372644580900669, "loss_mask": 0.30212027579545975, "loss_rpn_cls": 0.06065075076185167, "loss_rpn_loc": 0.0915819073561579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8718771262419132, "mask_rcnn/false_negative": 0.10051197712780499, "mask_rcnn/false_positive": 0.15087123569278543, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9661607607267797, "total_loss": 0.9480403123889118}
{"data_time": 0.018178565427660942, "eta_seconds": 258655.3224417474, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.5100455825566879, "fast_rcnn/fg_cls_accuracy": 0.4603119276087373, "iteration": 7219, "loss_box_reg": 0.26918455585837364, "loss_cls": 0.24716168269515038, "loss_mask": 0.30250969529151917, "loss_rpn_cls": 0.058427525451406837, "loss_rpn_loc": 0.09188314457423985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8657183317880157, "mask_rcnn/false_negative": 0.12079341182311283, "mask_rcnn/false_positive": 0.16179880362630272, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9936191299930215, "total_loss": 0.9753575213253498}
{"data_time": 0.017038034508004785, "eta_seconds": 258635.63636804, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.48298303638109463, "fast_rcnn/fg_cls_accuracy": 0.4777731702260004, "iteration": 7239, "loss_box_reg": 0.27432523015886545, "loss_cls": 0.26620807126164436, "loss_mask": 0.30727099254727364, "loss_rpn_cls": 0.05542881367728114, "loss_rpn_loc": 0.10222139582037926, "lr": 0.0001, "mask_rcnn/accuracy": 0.853781927559512, "mask_rcnn/false_negative": 0.11801159393549983, "mask_rcnn/false_positive": 0.17192263860699072, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9883110870141536, "total_loss": 1.0214306693524122}
{"data_time": 0.015957336174324155, "eta_seconds": 258579.79295756668, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.442002442002442, "fast_rcnn/fg_cls_accuracy": 0.492334825668159, "iteration": 7259, "loss_box_reg": 0.24489548616111279, "loss_cls": 0.21909324266016483, "loss_mask": 0.28246103413403034, "loss_rpn_cls": 0.05555125465616584, "loss_rpn_loc": 0.08335142652504146, "lr": 0.0001, "mask_rcnn/accuracy": 0.86734903727834, "mask_rcnn/false_negative": 0.09998953278309558, "mask_rcnn/false_positive": 0.15569848845563694, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0101602880749851, "total_loss": 0.8807705559302121}
{"data_time": 0.026314827846363187, "eta_seconds": 258494.40485186875, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.404, "fast_rcnn/fg_cls_accuracy": 0.5646850393700787, "iteration": 7279, "loss_box_reg": 0.2617043983191252, "loss_cls": 0.2546014366671443, "loss_mask": 0.30289437621831894, "loss_rpn_cls": 0.05618504947051406, "loss_rpn_loc": 0.08723883843049407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855096431588156, "mask_rcnn/false_negative": 0.09215298140182027, "mask_rcnn/false_positive": 0.13414515654085987, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9954902189783752, "total_loss": 0.9727174855070189}
{"data_time": 0.017978940391913056, "eta_seconds": 258602.86932641175, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3899835796387521, "fast_rcnn/fg_cls_accuracy": 0.5966748768472906, "iteration": 7299, "loss_box_reg": 0.2785856854170561, "loss_cls": 0.2491367170587182, "loss_mask": 0.30344878509640694, "loss_rpn_cls": 0.06374073727056384, "loss_rpn_loc": 0.09909900464117527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8755098442848166, "mask_rcnn/false_negative": 0.11201844645113054, "mask_rcnn/false_positive": 0.14702274203094803, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9821735708974302, "total_loss": 1.0037965176161379}
{"data_time": 0.014715971425175667, "eta_seconds": 258520.7429934293, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.4137832591070001, "fast_rcnn/fg_cls_accuracy": 0.5573568581899746, "iteration": 7319, "loss_box_reg": 0.2532125264406204, "loss_cls": 0.24654091522097588, "loss_mask": 0.28252701088786125, "loss_rpn_cls": 0.05588720738887787, "loss_rpn_loc": 0.08918871358036995, "lr": 0.0001, "mask_rcnn/accuracy": 0.874208174837251, "mask_rcnn/false_negative": 0.11027554216047561, "mask_rcnn/false_positive": 0.12462443120182187, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9651939575560391, "total_loss": 0.9554805466905236}
{"data_time": 0.023576728999614716, "eta_seconds": 258571.3359145075, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4511144598637008, "fast_rcnn/fg_cls_accuracy": 0.5073964243473491, "iteration": 7339, "loss_box_reg": 0.2701013404875994, "loss_cls": 0.26444370672106743, "loss_mask": 0.3148010093718767, "loss_rpn_cls": 0.0624827491119504, "loss_rpn_loc": 0.10437303874641657, "lr": 0.0001, "mask_rcnn/accuracy": 0.871724572492845, "mask_rcnn/false_negative": 0.10423279352379847, "mask_rcnn/false_positive": 0.15549064957304828, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.009233737597242, "total_loss": 1.0322873913682997}
{"data_time": 0.017955029383301735, "eta_seconds": 258543.80510045215, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.46815157416423236, "fast_rcnn/fg_cls_accuracy": 0.491386678455644, "iteration": 7359, "loss_box_reg": 0.27256253361701965, "loss_cls": 0.2520885691046715, "loss_mask": 0.30023916997015476, "loss_rpn_cls": 0.052705415058881044, "loss_rpn_loc": 0.08840604336000979, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741041611831282, "mask_rcnn/false_negative": 0.11037629744003766, "mask_rcnn/false_positive": 0.140275351982079, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9983649088535458, "total_loss": 0.9789848597720265}
{"data_time": 0.018585381796583533, "eta_seconds": 258542.97823753674, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.47237281490394367, "fast_rcnn/fg_cls_accuracy": 0.47221180378814265, "iteration": 7379, "loss_box_reg": 0.2726072743535042, "loss_cls": 0.27995770145207644, "loss_mask": 0.30517425760626793, "loss_rpn_cls": 0.06278167339041829, "loss_rpn_loc": 0.09049408044666052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697946665317537, "mask_rcnn/false_negative": 0.11082263972725628, "mask_rcnn/false_positive": 0.1467400146141103, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0223019933328032, "total_loss": 1.052849714178592}
{"data_time": 0.015062463702633977, "eta_seconds": 258504.42894981243, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.432, "fast_rcnn/fg_cls_accuracy": 0.4966442953020134, "iteration": 7399, "loss_box_reg": 0.2752135004848242, "loss_cls": 0.24703906662762165, "loss_mask": 0.3019267860800028, "loss_rpn_cls": 0.05469441507011652, "loss_rpn_loc": 0.08212894084863365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8652611629758287, "mask_rcnn/false_negative": 0.1013115405342924, "mask_rcnn/false_positive": 0.14417594885899454, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9408889750484377, "total_loss": 1.012193222064525}
{"data_time": 0.013703833799809217, "eta_seconds": 258403.2845146209, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.4531537361215176, "fast_rcnn/fg_cls_accuracy": 0.5120534866045982, "iteration": 7419, "loss_box_reg": 0.25420574471354485, "loss_cls": 0.24717861786484718, "loss_mask": 0.2867979481816292, "loss_rpn_cls": 0.05624034954234958, "loss_rpn_loc": 0.08435699110850692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8542390662169776, "mask_rcnn/false_negative": 0.12277335163109074, "mask_rcnn/false_positive": 0.158344902544862, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9930890938267112, "total_loss": 0.9354515459854156}
{"data_time": 0.015601514605805278, "eta_seconds": 258235.01101389527, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.40786516853932586, "fast_rcnn/fg_cls_accuracy": 0.5747844186738031, "iteration": 7439, "loss_box_reg": 0.27070334274321795, "loss_cls": 0.23871358577162027, "loss_mask": 0.29392263665795326, "loss_rpn_cls": 0.05615734285674989, "loss_rpn_loc": 0.1094234709162265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8659991660598666, "mask_rcnn/false_negative": 0.11231025343742168, "mask_rcnn/false_positive": 0.16031885944527674, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9438382904045284, "total_loss": 0.9872064700466581}
{"data_time": 0.01796601852402091, "eta_seconds": 258437.48106746934, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.43637322593018796, "fast_rcnn/fg_cls_accuracy": 0.5284509305127862, "iteration": 7459, "loss_box_reg": 0.27904448099434376, "loss_cls": 0.25055518187582493, "loss_mask": 0.29461335204541683, "loss_rpn_cls": 0.05671493918634951, "loss_rpn_loc": 0.10668652877211571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8624409880434802, "mask_rcnn/false_negative": 0.10633300988984148, "mask_rcnn/false_positive": 0.16480521060175773, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0077185360714793, "total_loss": 0.9842453671153635}
{"data_time": 0.015032500494271517, "eta_seconds": 258195.66990923136, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.4983221476510067, "fast_rcnn/fg_cls_accuracy": 0.4732632186203377, "iteration": 7479, "loss_box_reg": 0.25089578330516815, "loss_cls": 0.22852220758795738, "loss_mask": 0.3142429981380701, "loss_rpn_cls": 0.05892805592156947, "loss_rpn_loc": 0.0851292316801846, "lr": 0.0001, "mask_rcnn/accuracy": 0.873539492132731, "mask_rcnn/false_negative": 0.10666772101394262, "mask_rcnn/false_positive": 0.1541813123649291, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9676130779553205, "total_loss": 0.9285246324725449}
{"data_time": 0.025517507921904325, "eta_seconds": 258262.4936127104, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.47317298797409807, "fast_rcnn/fg_cls_accuracy": 0.47220749381406857, "iteration": 7499, "loss_box_reg": 0.25912487506866455, "loss_cls": 0.2373060528188944, "loss_mask": 0.2912221923470497, "loss_rpn_cls": 0.05196047108620405, "loss_rpn_loc": 0.09492706810124218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8657357679914071, "mask_rcnn/false_negative": 0.1068419700040226, "mask_rcnn/false_positive": 0.15952966286172976, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9927629095036536, "total_loss": 0.9286573100835085}
{"data_time": 0.023694748990237713, "eta_seconds": 258315.9478664212, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4854111405835544, "fast_rcnn/fg_cls_accuracy": 0.492584581018224, "iteration": 7519, "loss_box_reg": 0.2748893592506647, "loss_cls": 0.2502586003392935, "loss_mask": 0.3085138536989689, "loss_rpn_cls": 0.05818301159888506, "loss_rpn_loc": 0.09014787967316806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777429707597851, "mask_rcnn/false_negative": 0.10758305524505465, "mask_rcnn/false_positive": 0.13967514546563203, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0150936644058675, "total_loss": 1.0032790631521493}
{"data_time": 0.015195096144452691, "eta_seconds": 258338.66355015896, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.43972158399783756, "fast_rcnn/fg_cls_accuracy": 0.4971930974224552, "iteration": 7539, "loss_box_reg": 0.25921340472996235, "loss_cls": 0.24093408789485693, "loss_mask": 0.2944759428501129, "loss_rpn_cls": 0.05548842716962099, "loss_rpn_loc": 0.08870535530149937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8699842775528133, "mask_rcnn/false_negative": 0.10438114036623104, "mask_rcnn/false_positive": 0.1612116199426829, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9913241483736783, "total_loss": 0.9395639658905566}
{"data_time": 0.016213989350944757, "eta_seconds": 258318.97760460153, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.44545530076437356, "fast_rcnn/fg_cls_accuracy": 0.4858824525745258, "iteration": 7559, "loss_box_reg": 0.27237957157194614, "loss_cls": 0.24401808809489012, "loss_mask": 0.304828979074955, "loss_rpn_cls": 0.05841902643442154, "loss_rpn_loc": 0.085866843117401, "lr": 0.0001, "mask_rcnn/accuracy": 0.867143353273262, "mask_rcnn/false_negative": 0.10754546686852601, "mask_rcnn/false_positive": 0.16846366220589692, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9710460861679167, "total_loss": 0.9790521936956793}
{"data_time": 0.019135372946038842, "eta_seconds": 258299.2916590441, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4641328879660558, "fast_rcnn/fg_cls_accuracy": 0.5138344183857557, "iteration": 7579, "loss_box_reg": 0.2596675641834736, "loss_cls": 0.24296757392585278, "loss_mask": 0.30665507167577744, "loss_rpn_cls": 0.06079606921412051, "loss_rpn_loc": 0.09138676943257451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729737734491683, "mask_rcnn/false_negative": 0.11216705590431982, "mask_rcnn/false_positive": 0.13479049332654622, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9820193944033235, "total_loss": 0.9834346778225154}
{"data_time": 0.019414065405726433, "eta_seconds": 258217.25899875164, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39268232990699947, "fast_rcnn/fg_cls_accuracy": 0.5702622075679071, "iteration": 7599, "loss_box_reg": 0.2586055267602205, "loss_cls": 0.22629781626164913, "loss_mask": 0.2874928433448076, "loss_rpn_cls": 0.05442499276250601, "loss_rpn_loc": 0.0823307828977704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801743143971286, "mask_rcnn/false_negative": 0.1023154858376244, "mask_rcnn/false_positive": 0.14720683121311984, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9796948139555752, "total_loss": 0.9103129470022395}
{"data_time": 0.01493609114550054, "eta_seconds": 258206.46580450237, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.5177932650795609, "fast_rcnn/fg_cls_accuracy": 0.4592340262965203, "iteration": 7619, "loss_box_reg": 0.25485650077462196, "loss_cls": 0.22758422326296568, "loss_mask": 0.2895843666046858, "loss_rpn_cls": 0.057221195194870234, "loss_rpn_loc": 0.08275064826011658, "lr": 0.0001, "mask_rcnn/accuracy": 0.8682714979556179, "mask_rcnn/false_negative": 0.11370509326212072, "mask_rcnn/false_positive": 0.16438645261634077, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.010178520111367, "total_loss": 0.9258918361738324}
{"data_time": 0.016560693504288793, "eta_seconds": 258268.17204597406, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.41030965428522226, "fast_rcnn/fg_cls_accuracy": 0.5750736910345107, "iteration": 7639, "loss_box_reg": 0.2776602227240801, "loss_cls": 0.24274713546037674, "loss_mask": 0.2937757596373558, "loss_rpn_cls": 0.0504273371770978, "loss_rpn_loc": 0.08183376712258905, "lr": 0.0001, "mask_rcnn/accuracy": 0.87797006197521, "mask_rcnn/false_negative": 0.09545553475079742, "mask_rcnn/false_positive": 0.13742030742964817, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.01019590604119, "total_loss": 0.964838171377778}
{"data_time": 0.01566587807610631, "eta_seconds": 258194.21271050815, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.5160264252507952, "fast_rcnn/fg_cls_accuracy": 0.46913564175995837, "iteration": 7659, "loss_box_reg": 0.24441352672874928, "loss_cls": 0.24118289723992348, "loss_mask": 0.2999285254627466, "loss_rpn_cls": 0.04669537686277181, "loss_rpn_loc": 0.08141168346628547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8663738491753714, "mask_rcnn/false_negative": 0.10261979570434687, "mask_rcnn/false_positive": 0.16291024637553628, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9802450281567872, "total_loss": 0.9386604456230998}
{"data_time": 0.01796431210823357, "eta_seconds": 258085.39933137596, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.45615790142276424, "fast_rcnn/fg_cls_accuracy": 0.4697766015605586, "iteration": 7679, "loss_box_reg": 0.2605525217950344, "loss_cls": 0.24830683693289757, "loss_mask": 0.29439911991357803, "loss_rpn_cls": 0.0568963666446507, "loss_rpn_loc": 0.09692094614729285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8640938016086801, "mask_rcnn/false_negative": 0.11301083311763724, "mask_rcnn/false_positive": 0.14603706077145628, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.97555938269943, "total_loss": 0.9727665740065277}
{"data_time": 0.018754227086901665, "eta_seconds": 257652.59593257215, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3962335692618807, "fast_rcnn/fg_cls_accuracy": 0.5747997711670481, "iteration": 7699, "loss_box_reg": 0.25533681362867355, "loss_cls": 0.22638088930398226, "loss_mask": 0.3062587659806013, "loss_rpn_cls": 0.06310973654035479, "loss_rpn_loc": 0.0827654842287302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8641078363438706, "mask_rcnn/false_negative": 0.1011774764861885, "mask_rcnn/false_positive": 0.17710280259856892, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9492447944357991, "total_loss": 0.9298846449237317}
{"data_time": 0.015703787095844746, "eta_seconds": 257757.8850680124, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.4158726213163201, "fast_rcnn/fg_cls_accuracy": 0.5634476841373393, "iteration": 7719, "loss_box_reg": 0.2716436320915818, "loss_cls": 0.2570313969627023, "loss_mask": 0.29252990894019604, "loss_rpn_cls": 0.05717679811641574, "loss_rpn_loc": 0.09474217228125781, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853329683311962, "mask_rcnn/false_negative": 0.08549723177931651, "mask_rcnn/false_positive": 0.1421277428355054, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0534432986751199, "total_loss": 0.9811774619156495}
{"data_time": 0.01420003455132246, "eta_seconds": 257804.41707224585, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.41445158310237673, "fast_rcnn/fg_cls_accuracy": 0.542292490118577, "iteration": 7739, "loss_box_reg": 0.2514132596552372, "loss_cls": 0.20342682674527168, "loss_mask": 0.2915624938905239, "loss_rpn_cls": 0.04696635587606579, "loss_rpn_loc": 0.07139584136893973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8574278784105678, "mask_rcnn/false_negative": 0.11701241686929657, "mask_rcnn/false_positive": 0.15806443470359116, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9909720411524177, "total_loss": 0.9005531268194318}
{"data_time": 0.016406278125941753, "eta_seconds": 258006.690761894, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.47236619156782617, "fast_rcnn/fg_cls_accuracy": 0.5094501718213058, "iteration": 7759, "loss_box_reg": 0.25987004674971104, "loss_cls": 0.23331834189593792, "loss_mask": 0.2844565510749817, "loss_rpn_cls": 0.05365136987529695, "loss_rpn_loc": 0.08013856643810868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8637339137853676, "mask_rcnn/false_negative": 0.12024413027209774, "mask_rcnn/false_positive": 0.15778384488705546, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.007933394284919, "total_loss": 0.9114416035590693}
{"data_time": 0.020632369443774223, "eta_seconds": 258043.107514102, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.45539598225020217, "fast_rcnn/fg_cls_accuracy": 0.5141866330390921, "iteration": 7779, "loss_box_reg": 0.245665043592453, "loss_cls": 0.21529144793748856, "loss_mask": 0.2826207969337702, "loss_rpn_cls": 0.05177355511114001, "loss_rpn_loc": 0.09675696562044322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780123346877902, "mask_rcnn/false_negative": 0.10597307332755634, "mask_rcnn/false_positive": 0.1282625241996182, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0486633793916553, "total_loss": 0.872647256590426}
{"data_time": 0.018634186359122396, "eta_seconds": 258040.38986046799, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.45798597526108287, "fast_rcnn/fg_cls_accuracy": 0.47638980685907323, "iteration": 7799, "loss_box_reg": 0.26419428922235966, "loss_cls": 0.25431290082633495, "loss_mask": 0.3016332555562258, "loss_rpn_cls": 0.054042832693085074, "loss_rpn_loc": 0.08224097196944058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8686800498181033, "mask_rcnn/false_negative": 0.11353415534482386, "mask_rcnn/false_positive": 0.15575758768695877, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9972544286865741, "total_loss": 0.9814002481289208}
{"data_time": 0.014650616561993957, "eta_seconds": 258101.81471820455, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4045870684722487, "fast_rcnn/fg_cls_accuracy": 0.5503964175598297, "iteration": 7819, "loss_box_reg": 0.2741417996585369, "loss_cls": 0.2558290362358093, "loss_mask": 0.2920451872050762, "loss_rpn_cls": 0.06156826135702431, "loss_rpn_loc": 0.08816344011574984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8732576962525056, "mask_rcnn/false_negative": 0.10565639410683558, "mask_rcnn/false_positive": 0.1383761790696081, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0015384266152978, "total_loss": 0.9920303581748158}
{"data_time": 0.014903279952704906, "eta_seconds": 258454.0556812659, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4193688252965406, "fast_rcnn/fg_cls_accuracy": 0.514144674387697, "iteration": 7839, "loss_box_reg": 0.25101215578615665, "loss_cls": 0.23056955728679895, "loss_mask": 0.2948615048080683, "loss_rpn_cls": 0.05231506051495671, "loss_rpn_loc": 0.09615608479361981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8668348200672544, "mask_rcnn/false_negative": 0.11610746615400115, "mask_rcnn/false_positive": 0.16240564100800384, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.011989209568128, "total_loss": 0.9100649910978973}
{"data_time": 0.01655907300300896, "eta_seconds": 258318.13772461843, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4227829783385339, "fast_rcnn/fg_cls_accuracy": 0.54771502957444, "iteration": 7859, "loss_box_reg": 0.2746164184063673, "loss_cls": 0.2435562014579773, "loss_mask": 0.29294876754283905, "loss_rpn_cls": 0.052462254418060184, "loss_rpn_loc": 0.09416185086593032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8701101780674121, "mask_rcnn/false_negative": 0.1096282537821665, "mask_rcnn/false_positive": 0.14111113022043625, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9770611030980945, "total_loss": 0.9716685167513788}
{"data_time": 0.01836928352713585, "eta_seconds": 258425.821580505, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.4449848324980217, "fast_rcnn/fg_cls_accuracy": 0.534511008704557, "iteration": 7879, "loss_box_reg": 0.2948431335389614, "loss_cls": 0.2692785281687975, "loss_mask": 0.3065985143184662, "loss_rpn_cls": 0.06509190006181598, "loss_rpn_loc": 0.10007018479518592, "lr": 0.0001, "mask_rcnn/accuracy": 0.8654485507331908, "mask_rcnn/false_negative": 0.1225146094936298, "mask_rcnn/false_positive": 0.16425051819182207, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9892892851494253, "total_loss": 1.0646980300080031}
{"data_time": 0.01986624300479889, "eta_seconds": 258451.83411501348, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4839701361440492, "fast_rcnn/fg_cls_accuracy": 0.5058126017205301, "iteration": 7899, "loss_box_reg": 0.25290196016430855, "loss_cls": 0.24259047582745552, "loss_mask": 0.2996626105159521, "loss_rpn_cls": 0.05594380502589047, "loss_rpn_loc": 0.10868226853199303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773189301265287, "mask_rcnn/false_negative": 0.10639809137484421, "mask_rcnn/false_positive": 0.1479075730256686, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9957591153215617, "total_loss": 0.9644794554915279}
{"data_time": 0.017261675093322992, "eta_seconds": 258314.00364160538, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.470475621013763, "fast_rcnn/fg_cls_accuracy": 0.4916918429003021, "iteration": 7919, "loss_box_reg": 0.2500520460307598, "loss_cls": 0.2301049381494522, "loss_mask": 0.29071930423378944, "loss_rpn_cls": 0.05402796412818134, "loss_rpn_loc": 0.0887163458392024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8636501035385993, "mask_rcnn/false_negative": 0.10688390471782591, "mask_rcnn/false_positive": 0.15351949526011574, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9577072504907846, "total_loss": 0.928504521260038}
{"data_time": 0.018796189920976758, "eta_seconds": 258461.59281574655, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.41291060097051135, "fast_rcnn/fg_cls_accuracy": 0.581144900633326, "iteration": 7939, "loss_box_reg": 0.24804384261369705, "loss_cls": 0.22057859506458044, "loss_mask": 0.2770977262407541, "loss_rpn_cls": 0.047766697010956705, "loss_rpn_loc": 0.07499112433288246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832577875783082, "mask_rcnn/false_negative": 0.1069199776791673, "mask_rcnn/false_positive": 0.14441347295645096, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0349202791694552, "total_loss": 0.8530909160617739}
{"data_time": 0.019118041498586535, "eta_seconds": 258488.9664232824, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.45824986111344923, "fast_rcnn/fg_cls_accuracy": 0.5257045583506714, "iteration": 7959, "loss_box_reg": 0.2668908052146435, "loss_cls": 0.23993576876819134, "loss_mask": 0.3018902037292719, "loss_rpn_cls": 0.0633258051238954, "loss_rpn_loc": 0.08251290675252676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8740496694135953, "mask_rcnn/false_negative": 0.10737024106667392, "mask_rcnn/false_positive": 0.13837893225904857, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.996220214990899, "total_loss": 0.9472160546574742}
{"data_time": 0.021848379401490092, "eta_seconds": 258616.45806476008, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.46153205384512863, "fast_rcnn/fg_cls_accuracy": 0.5078526901894329, "iteration": 7979, "loss_box_reg": 0.25809205137193203, "loss_cls": 0.24192853458225727, "loss_mask": 0.28097167797386646, "loss_rpn_cls": 0.06193183595314622, "loss_rpn_loc": 0.09957524272613227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8656051028006139, "mask_rcnn/false_negative": 0.12213709813431592, "mask_rcnn/false_positive": 0.15101153278257823, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9910841465461999, "total_loss": 0.9826542364899069}
{"data_time": 0.022370537975803018, "eta_seconds": 258883.06511426345, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.46913043478260874, "fast_rcnn/fg_cls_accuracy": 0.5062200956937799, "iteration": 7999, "loss_box_reg": 0.2526055555790663, "loss_cls": 0.2310055922716856, "loss_mask": 0.29176503233611584, "loss_rpn_cls": 0.05351274134591222, "loss_rpn_loc": 0.08770197909325361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8716774824683972, "mask_rcnn/false_negative": 0.09659126544236307, "mask_rcnn/false_positive": 0.14837942193631343, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9794281423091888, "total_loss": 0.9198595641646534}
{"data_time": 0.017762838630005717, "eta_seconds": 259015.9027109621, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.48746801857291766, "fast_rcnn/fg_cls_accuracy": 0.46007259528130673, "iteration": 8019, "loss_box_reg": 0.26779481023550034, "loss_cls": 0.2522205878049135, "loss_mask": 0.3022171128541231, "loss_rpn_cls": 0.05795598076656461, "loss_rpn_loc": 0.07921020360663533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8533842628230384, "mask_rcnn/false_negative": 0.11744487664484754, "mask_rcnn/false_positive": 0.18130575353929182, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9969906145706773, "total_loss": 0.9604943725280464}
{"data_time": 0.014663147507235408, "eta_seconds": 259130.3821692802, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.44576376895029746, "fast_rcnn/fg_cls_accuracy": 0.5356337555171753, "iteration": 8039, "loss_box_reg": 0.27009096555411816, "loss_cls": 0.2540923207998276, "loss_mask": 0.28753970190882683, "loss_rpn_cls": 0.057687103282660246, "loss_rpn_loc": 0.10833562491461635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789579183946306, "mask_rcnn/false_negative": 0.1050720997283297, "mask_rcnn/false_positive": 0.15076958420270437, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9731359814759344, "total_loss": 0.9783909243997186}
{"data_time": 0.014259591465815902, "eta_seconds": 259249.65665235184, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.36698620528407766, "fast_rcnn/fg_cls_accuracy": 0.5580808080808081, "iteration": 8059, "loss_box_reg": 0.26419842429459095, "loss_cls": 0.23790547996759415, "loss_mask": 0.2989043779671192, "loss_rpn_cls": 0.05096042063087225, "loss_rpn_loc": 0.07204993884079158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8695079548653691, "mask_rcnn/false_negative": 0.11041717193873746, "mask_rcnn/false_positive": 0.14878259016032508, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9865068399813026, "total_loss": 0.9045607422012836}
{"data_time": 0.01886452385224402, "eta_seconds": 259246.38187654316, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.46144146321811297, "fast_rcnn/fg_cls_accuracy": 0.5179038672876655, "iteration": 8079, "loss_box_reg": 0.2555267997086048, "loss_cls": 0.23918280377984047, "loss_mask": 0.3077215440571308, "loss_rpn_cls": 0.05203245230950415, "loss_rpn_loc": 0.07855534600093961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8683641574468832, "mask_rcnn/false_negative": 0.11330766977919587, "mask_rcnn/false_positive": 0.1567198166016509, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.9803138279821724, "total_loss": 0.9585035496857017}
{"data_time": 0.016663312446326017, "eta_seconds": 258936.80784793105, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5072463768115942, "fast_rcnn/fg_cls_accuracy": 0.4653416302900839, "iteration": 8099, "loss_box_reg": 0.2547786673530936, "loss_cls": 0.2448400454595685, "loss_mask": 0.2988263685256243, "loss_rpn_cls": 0.06283187260851264, "loss_rpn_loc": 0.09526348230428994, "lr": 0.0001, "mask_rcnn/accuracy": 0.861280104299657, "mask_rcnn/false_negative": 0.11148684585193527, "mask_rcnn/false_positive": 0.15681002472753897, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9698177957907319, "total_loss": 0.955734847811982}
{"data_time": 0.025918400613591075, "eta_seconds": 258797.82843617722, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.43281557593508424, "fast_rcnn/fg_cls_accuracy": 0.5344930121914957, "iteration": 8119, "loss_box_reg": 0.27896044310182333, "loss_cls": 0.24560847971588373, "loss_mask": 0.3125195372849703, "loss_rpn_cls": 0.05852526659145951, "loss_rpn_loc": 0.08309725066646934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757246695686123, "mask_rcnn/false_negative": 0.09554858436436084, "mask_rcnn/false_positive": 0.14917111488161144, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9838994988240302, "total_loss": 0.9944992954842746}
{"data_time": 0.014446581481024623, "eta_seconds": 258897.26041641552, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4257532083646979, "fast_rcnn/fg_cls_accuracy": 0.5431178511759414, "iteration": 8139, "loss_box_reg": 0.2567560141906142, "loss_cls": 0.23295136913657188, "loss_mask": 0.2944365069270134, "loss_rpn_cls": 0.05610369052737951, "loss_rpn_loc": 0.10106339724734426, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800715739506003, "mask_rcnn/false_negative": 0.09771142675416583, "mask_rcnn/false_positive": 0.1369160058313546, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9985557191539556, "total_loss": 0.9873112342320383}
{"data_time": 0.021181596908718348, "eta_seconds": 258569.85314497724, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.4441933745180149, "fast_rcnn/fg_cls_accuracy": 0.4973249211356467, "iteration": 8159, "loss_box_reg": 0.2753881588578224, "loss_cls": 0.2510190149769187, "loss_mask": 0.28935797326266766, "loss_rpn_cls": 0.06445804750546813, "loss_rpn_loc": 0.09520390070974827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8693743569453881, "mask_rcnn/false_negative": 0.10396001886122566, "mask_rcnn/false_positive": 0.14844253189745354, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9765094514004886, "total_loss": 0.9694219708908349}
{"data_time": 0.018241451354697347, "eta_seconds": 258057.73974910378, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.49164321156022406, "fast_rcnn/fg_cls_accuracy": 0.47252850883556274, "iteration": 8179, "loss_box_reg": 0.26857268810272217, "loss_cls": 0.24465253856033087, "loss_mask": 0.30513159185647964, "loss_rpn_cls": 0.05917347362264991, "loss_rpn_loc": 0.0867384267039597, "lr": 0.0001, "mask_rcnn/accuracy": 0.8580223244348972, "mask_rcnn/false_negative": 0.12187865589633501, "mask_rcnn/false_positive": 0.1688170502026598, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9621773222461343, "total_loss": 0.9683121126145124}
{"data_time": 0.022372214356437325, "eta_seconds": 258101.81984552182, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3643669907202828, "fast_rcnn/fg_cls_accuracy": 0.5945606410430531, "iteration": 8199, "loss_box_reg": 0.2677396181970835, "loss_cls": 0.2602762449532747, "loss_mask": 0.29693931713700294, "loss_rpn_cls": 0.05915557639673352, "loss_rpn_loc": 0.11283540818840265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8763419714208751, "mask_rcnn/false_negative": 0.09620436256266582, "mask_rcnn/false_positive": 0.14510360956354132, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.025443894090131, "total_loss": 1.009160912130028}
{"data_time": 0.014368248404935002, "eta_seconds": 258082.10236501414, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.4567775088290147, "fast_rcnn/fg_cls_accuracy": 0.4899671052631579, "iteration": 8219, "loss_box_reg": 0.26483932696282864, "loss_cls": 0.2462497390806675, "loss_mask": 0.2963440101593733, "loss_rpn_cls": 0.05320315668359399, "loss_rpn_loc": 0.09182501211762428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741299574485665, "mask_rcnn/false_negative": 0.09606850559871655, "mask_rcnn/false_positive": 0.1625295137190561, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0027713605668396, "total_loss": 0.9206882896833122}
{"data_time": 0.014629861107096076, "eta_seconds": 258049.80604752898, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4289355802047782, "fast_rcnn/fg_cls_accuracy": 0.5564663023679417, "iteration": 8239, "loss_box_reg": 0.2591944541782141, "loss_cls": 0.239098128862679, "loss_mask": 0.2914841268211603, "loss_rpn_cls": 0.046732327435165644, "loss_rpn_loc": 0.07775849220342934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817387322115571, "mask_rcnn/false_negative": 0.09367577925540777, "mask_rcnn/false_positive": 0.13761134629695787, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9847113010473549, "total_loss": 0.8916918691247702}
{"data_time": 0.017536527011543512, "eta_seconds": 257840.8277627267, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4225217391304348, "fast_rcnn/fg_cls_accuracy": 0.55725, "iteration": 8259, "loss_box_reg": 0.26524458825588226, "loss_cls": 0.25437171291559935, "loss_mask": 0.30201003700494766, "loss_rpn_cls": 0.058082540752366185, "loss_rpn_loc": 0.08946296921931207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816711467195574, "mask_rcnn/false_negative": 0.09634971097863015, "mask_rcnn/false_positive": 0.1254165772908768, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9740101848728955, "total_loss": 0.9701045993715525}
{"data_time": 0.024095975561067462, "eta_seconds": 257732.80035196804, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.4255688622754491, "fast_rcnn/fg_cls_accuracy": 0.5243025751072962, "iteration": 8279, "loss_box_reg": 0.25380480103194714, "loss_cls": 0.22776301391422749, "loss_mask": 0.2951048109680414, "loss_rpn_cls": 0.059795264853164554, "loss_rpn_loc": 0.100737044820562, "lr": 0.0001, "mask_rcnn/accuracy": 0.872633354477097, "mask_rcnn/false_negative": 0.10202020238947318, "mask_rcnn/false_positive": 0.1531212619829695, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9696277359034866, "total_loss": 0.9777132966555655}
{"data_time": 0.023746104910969734, "eta_seconds": 257681.23382369522, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4948460896737978, "fast_rcnn/fg_cls_accuracy": 0.4843544532895946, "iteration": 8299, "loss_box_reg": 0.25847903173416853, "loss_cls": 0.24390540085732937, "loss_mask": 0.28699544444680214, "loss_rpn_cls": 0.05495463823899627, "loss_rpn_loc": 0.08297525509260595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8715705285731088, "mask_rcnn/false_negative": 0.1324713533312561, "mask_rcnn/false_positive": 0.12318452034295013, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9774749246425927, "total_loss": 0.9594629157800227}
{"data_time": 0.017225597985088825, "eta_seconds": 257893.8278005831, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.44162955067443244, "fast_rcnn/fg_cls_accuracy": 0.5312131295321676, "iteration": 8319, "loss_box_reg": 0.26036441419273615, "loss_cls": 0.2291688621044159, "loss_mask": 0.2887514978647232, "loss_rpn_cls": 0.06049992027692497, "loss_rpn_loc": 0.07902411697432399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8638079017965341, "mask_rcnn/false_negative": 0.11021502096526656, "mask_rcnn/false_positive": 0.152533080118475, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0095346730668098, "total_loss": 0.9361328603699803}
{"data_time": 0.016134448815137148, "eta_seconds": 257802.42940418422, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.4316672176970936, "fast_rcnn/fg_cls_accuracy": 0.48174603174603176, "iteration": 8339, "loss_box_reg": 0.27991373278200626, "loss_cls": 0.25858775712549686, "loss_mask": 0.2992798537015915, "loss_rpn_cls": 0.06561068445444107, "loss_rpn_loc": 0.0962779470719397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769424392504257, "mask_rcnn/false_negative": 0.09917735541670392, "mask_rcnn/false_positive": 0.14340793898991439, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9866148214787245, "total_loss": 0.979731785831973}
{"data_time": 0.014071392128244042, "eta_seconds": 257654.01912000962, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.41715797430083146, "fast_rcnn/fg_cls_accuracy": 0.5256697139218629, "iteration": 8359, "loss_box_reg": 0.27633370365947485, "loss_cls": 0.23034259118139744, "loss_mask": 0.2859572730958462, "loss_rpn_cls": 0.06053456850349903, "loss_rpn_loc": 0.09792870283126831, "lr": 0.0001, "mask_rcnn/accuracy": 0.8585178296171331, "mask_rcnn/false_negative": 0.10829042318525825, "mask_rcnn/false_positive": 0.17853808720228806, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9649520621169358, "total_loss": 0.9570287044625729}
{"data_time": 0.01628102152608335, "eta_seconds": 257539.93760228157, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.42209921671018275, "fast_rcnn/fg_cls_accuracy": 0.5334723371745083, "iteration": 8379, "loss_box_reg": 0.2468313481658697, "loss_cls": 0.2390221506357193, "loss_mask": 0.28932301327586174, "loss_rpn_cls": 0.05426105530932546, "loss_rpn_loc": 0.08704832219518721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813540331276113, "mask_rcnn/false_negative": 0.09746734297346916, "mask_rcnn/false_positive": 0.15215575491302616, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9782103390898556, "total_loss": 0.9380861413665116}
{"data_time": 0.01553857047110796, "eta_seconds": 257614.6285040304, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.4620574542105802, "fast_rcnn/fg_cls_accuracy": 0.5184805376156397, "iteration": 8399, "loss_box_reg": 0.24005690775811672, "loss_cls": 0.22746935114264488, "loss_mask": 0.27685568667948246, "loss_rpn_cls": 0.05042021838016808, "loss_rpn_loc": 0.06964687677100301, "lr": 0.0001, "mask_rcnn/accuracy": 0.881369865673709, "mask_rcnn/false_negative": 0.10696266439237814, "mask_rcnn/false_positive": 0.11930057172563369, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9812262251507491, "total_loss": 0.8630671781720594}
{"data_time": 0.015180167742073536, "eta_seconds": 257500.56141734123, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.4650276348389556, "fast_rcnn/fg_cls_accuracy": 0.481736034432251, "iteration": 8419, "loss_box_reg": 0.24311135336756706, "loss_cls": 0.2153865178115666, "loss_mask": 0.29536055214703083, "loss_rpn_cls": 0.04744175844825804, "loss_rpn_loc": 0.0806392696686089, "lr": 0.0001, "mask_rcnn/accuracy": 0.872225548764852, "mask_rcnn/false_negative": 0.0989928334623396, "mask_rcnn/false_positive": 0.15729810311503192, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9731728790793568, "total_loss": 0.8791859385091811}
{"data_time": 0.01955170137807727, "eta_seconds": 257807.3467205558, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.41875720333049693, "fast_rcnn/fg_cls_accuracy": 0.5401666713431914, "iteration": 8439, "loss_box_reg": 0.26978811249136925, "loss_cls": 0.24722490832209587, "loss_mask": 0.2873695008456707, "loss_rpn_cls": 0.05105559295043349, "loss_rpn_loc": 0.09589991811662912, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773333255046276, "mask_rcnn/false_negative": 0.10248881007744032, "mask_rcnn/false_positive": 0.15151088551902187, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0215176925994456, "total_loss": 0.9740252500632778}
{"data_time": 0.016821118304505944, "eta_seconds": 257684.19852621853, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.49946901465250704, "fast_rcnn/fg_cls_accuracy": 0.4368835142420048, "iteration": 8459, "loss_box_reg": 0.26138447411358356, "loss_cls": 0.2534147948026657, "loss_mask": 0.29267978854477406, "loss_rpn_cls": 0.055890711140818894, "loss_rpn_loc": 0.08528459840454161, "lr": 0.0001, "mask_rcnn/accuracy": 0.865798823070989, "mask_rcnn/false_negative": 0.103121750049791, "mask_rcnn/false_positive": 0.1636395653545868, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.998982053482905, "total_loss": 0.934936857316643}
{"data_time": 0.01145159499719739, "eta_seconds": 257767.92060850188, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.47580645161290325, "fast_rcnn/fg_cls_accuracy": 0.48244548638571916, "iteration": 8479, "loss_box_reg": 0.24876940809190273, "loss_cls": 0.22350140661001205, "loss_mask": 0.29143393971025944, "loss_rpn_cls": 0.05150440114084631, "loss_rpn_loc": 0.08268947713077068, "lr": 0.0001, "mask_rcnn/accuracy": 0.8679928231114342, "mask_rcnn/false_negative": 0.11580225394359178, "mask_rcnn/false_positive": 0.13479880533663316, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9785673054866493, "total_loss": 0.9055534250801429}
{"data_time": 0.016724213492125273, "eta_seconds": 257716.4321684977, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3883429345984412, "fast_rcnn/fg_cls_accuracy": 0.5638614703880191, "iteration": 8499, "loss_box_reg": 0.2645963691174984, "loss_cls": 0.23491058498620987, "loss_mask": 0.2842034362256527, "loss_rpn_cls": 0.05050076148472726, "loss_rpn_loc": 0.09170364611782134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8666086507968793, "mask_rcnn/false_negative": 0.09737565541879281, "mask_rcnn/false_positive": 0.15414595887095725, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9829277629032731, "total_loss": 0.9156862481031567}
{"data_time": 0.025282968068495393, "eta_seconds": 257728.49449644797, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.42605426301770266, "fast_rcnn/fg_cls_accuracy": 0.49863753817242196, "iteration": 8519, "loss_box_reg": 0.26919964887201786, "loss_cls": 0.2543288767337799, "loss_mask": 0.30369021743535995, "loss_rpn_cls": 0.050811873632483184, "loss_rpn_loc": 0.08596512011718005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697081622081622, "mask_rcnn/false_negative": 0.10981118986763183, "mask_rcnn/false_positive": 0.15744295274545395, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0093377681914717, "total_loss": 0.9527897433144972}
{"data_time": 0.017542271176353097, "eta_seconds": 257786.26459043473, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.4100424986169089, "fast_rcnn/fg_cls_accuracy": 0.5645270524493942, "iteration": 8539, "loss_box_reg": 0.2667730636894703, "loss_cls": 0.2424447275698185, "loss_mask": 0.2965413071215153, "loss_rpn_cls": 0.061681983061134815, "loss_rpn_loc": 0.1045112709980458, "lr": 0.0001, "mask_rcnn/accuracy": 0.8637796260942447, "mask_rcnn/false_negative": 0.11647544854710122, "mask_rcnn/false_positive": 0.16206184843466692, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.0083734914660454, "total_loss": 0.975863526109606}
{"data_time": 0.017671036068350077, "eta_seconds": 257834.71811309457, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4615794894430957, "fast_rcnn/fg_cls_accuracy": 0.49027269507732263, "iteration": 8559, "loss_box_reg": 0.2756896708160639, "loss_cls": 0.24091756530106068, "loss_mask": 0.3025501184165478, "loss_rpn_cls": 0.06248867278918624, "loss_rpn_loc": 0.11248448817059398, "lr": 0.0001, "mask_rcnn/accuracy": 0.8642771197382996, "mask_rcnn/false_negative": 0.11228953057374755, "mask_rcnn/false_positive": 0.14991526599500066, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9845903464592993, "total_loss": 0.963838467374444}
{"data_time": 0.02498209197074175, "eta_seconds": 257814.9939149525, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.40555555555555556, "fast_rcnn/fg_cls_accuracy": 0.5563979376611203, "iteration": 8579, "loss_box_reg": 0.2674768203869462, "loss_cls": 0.2527688732370734, "loss_mask": 0.294589638710022, "loss_rpn_cls": 0.060541525948792696, "loss_rpn_loc": 0.08556118654087186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8723654302358393, "mask_rcnn/false_negative": 0.09726924428831388, "mask_rcnn/false_positive": 0.15525171357145312, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9788572331890464, "total_loss": 0.9834710415452719}
{"data_time": 0.01657353714108467, "eta_seconds": 258559.75313615054, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.408920296570899, "fast_rcnn/fg_cls_accuracy": 0.5842215013901761, "iteration": 8599, "loss_box_reg": 0.26911695674061775, "loss_cls": 0.23943119402974844, "loss_mask": 0.2802932094782591, "loss_rpn_cls": 0.04906737606506795, "loss_rpn_loc": 0.08765047462657094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936619679587563, "mask_rcnn/false_negative": 0.10596973989786332, "mask_rcnn/false_positive": 0.12202744405460839, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9918880055192858, "total_loss": 0.9129277917090803}
{"data_time": 0.022502732230350375, "eta_seconds": 258430.040423451, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.4795696711940367, "fast_rcnn/fg_cls_accuracy": 0.5022522522522522, "iteration": 8619, "loss_box_reg": 0.2480409312993288, "loss_cls": 0.22172435745596886, "loss_mask": 0.30136984027922153, "loss_rpn_cls": 0.05484862043522298, "loss_rpn_loc": 0.08364683005493134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8646757335952258, "mask_rcnn/false_negative": 0.10915539940042865, "mask_rcnn/false_positive": 0.14564525996908326, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0064094299450517, "total_loss": 0.9315742815379053}
{"data_time": 0.023302983725443482, "eta_seconds": 257938.57128331438, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.4180002759191557, "fast_rcnn/fg_cls_accuracy": 0.5306826178747361, "iteration": 8639, "loss_box_reg": 0.23664390109479427, "loss_cls": 0.22161085158586502, "loss_mask": 0.28423332050442696, "loss_rpn_cls": 0.05284431157633662, "loss_rpn_loc": 0.08202815684489906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8692505101817003, "mask_rcnn/false_negative": 0.10594587357230695, "mask_rcnn/false_positive": 0.15023288793258122, "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": 0.9725962597876787, "total_loss": 0.9041512237163261}
{"data_time": 0.017022327752783895, "eta_seconds": 258003.24924070388, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.44944132011247595, "fast_rcnn/fg_cls_accuracy": 0.504105603876246, "iteration": 8659, "loss_box_reg": 0.2622435614466667, "loss_cls": 0.22678995691239834, "loss_mask": 0.2960529625415802, "loss_rpn_cls": 0.04637167020700872, "loss_rpn_loc": 0.08705535577610135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8715761842163404, "mask_rcnn/false_negative": 0.12089576074871118, "mask_rcnn/false_positive": 0.14109346106522264, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9772909621242434, "total_loss": 0.9241559931542724}
{"data_time": 0.016920797526836395, "eta_seconds": 258376.14779318683, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.434699719281183, "fast_rcnn/fg_cls_accuracy": 0.5384496363917686, "iteration": 8679, "loss_box_reg": 0.28147781267762184, "loss_cls": 0.24531563557684422, "loss_mask": 0.29232385382056236, "loss_rpn_cls": 0.04666121653281152, "loss_rpn_loc": 0.07017493317835033, "lr": 0.0001, "mask_rcnn/accuracy": 0.8671392711889025, "mask_rcnn/false_negative": 0.09926882476811474, "mask_rcnn/false_positive": 0.16669512922687288, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9911093944683671, "total_loss": 0.9277002580929548}
{"data_time": 0.017711128806695342, "eta_seconds": 258540.28729568236, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.40763602488966066, "fast_rcnn/fg_cls_accuracy": 0.552119105006079, "iteration": 8699, "loss_box_reg": 0.2755799572914839, "loss_cls": 0.25920327939093113, "loss_mask": 0.2933889087289572, "loss_rpn_cls": 0.05892526125535369, "loss_rpn_loc": 0.08683521253988147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752613645420972, "mask_rcnn/false_negative": 0.11005546288736, "mask_rcnn/false_positive": 0.14578489374746964, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9733511377125978, "total_loss": 0.9882562517886981}
{"data_time": 0.02214306080713868, "eta_seconds": 258456.53517324477, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.43158331604067235, "fast_rcnn/fg_cls_accuracy": 0.5508391138957262, "iteration": 8719, "loss_box_reg": 0.2401822879910469, "loss_cls": 0.2165746120736003, "loss_mask": 0.2949215956032276, "loss_rpn_cls": 0.05275244708172977, "loss_rpn_loc": 0.08768782916013151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8619427393164327, "mask_rcnn/false_negative": 0.12404193351670273, "mask_rcnn/false_positive": 0.13806520449973286, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0033483358565718, "total_loss": 0.9130384300369769}
{"data_time": 0.022093204082921147, "eta_seconds": 258465.92948795296, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4229299363057325, "fast_rcnn/fg_cls_accuracy": 0.4832489686046172, "iteration": 8739, "loss_box_reg": 0.2808727268129587, "loss_cls": 0.2660061791539192, "loss_mask": 0.2891318127512932, "loss_rpn_cls": 0.05398270161822438, "loss_rpn_loc": 0.09104182233568281, "lr": 0.0001, "mask_rcnn/accuracy": 0.880330985459723, "mask_rcnn/false_negative": 0.09739535842216011, "mask_rcnn/false_positive": 0.14547031327684867, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9975444343872368, "total_loss": 0.9917629576520994}
{"data_time": 0.018348331796005368, "eta_seconds": 258416.967424443, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.46252378861074517, "fast_rcnn/fg_cls_accuracy": 0.49127634660421543, "iteration": 8759, "loss_box_reg": 0.24665574543178082, "loss_cls": 0.23071953654289246, "loss_mask": 0.28483978286385536, "loss_rpn_cls": 0.06568043911829591, "loss_rpn_loc": 0.08296850300393999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8674927915999344, "mask_rcnn/false_negative": 0.11561943178517592, "mask_rcnn/false_positive": 0.1579303144379643, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.999897941481322, "total_loss": 0.9047577306628227}
{"data_time": 0.01969869341701269, "eta_seconds": 258277.27432472166, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.40166666666666667, "fast_rcnn/fg_cls_accuracy": 0.5174897119341564, "iteration": 8779, "loss_box_reg": 0.26335335429757833, "loss_cls": 0.2353767231106758, "loss_mask": 0.2922092732042074, "loss_rpn_cls": 0.05744347791187465, "loss_rpn_loc": 0.0908863078802824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729551310490752, "mask_rcnn/false_negative": 0.12009252025800782, "mask_rcnn/false_positive": 0.13671501332572533, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0095563915092498, "total_loss": 0.9384660059586167}
{"data_time": 0.01750091416761279, "eta_seconds": 258148.4190045856, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.37632181186868685, "fast_rcnn/fg_cls_accuracy": 0.5900055991041433, "iteration": 8799, "loss_box_reg": 0.27709675021469593, "loss_cls": 0.2512883823364973, "loss_mask": 0.28513710759580135, "loss_rpn_cls": 0.04856019793078303, "loss_rpn_loc": 0.09580548852682114, "lr": 0.0001, "mask_rcnn/accuracy": 0.879565721352473, "mask_rcnn/false_negative": 0.11696011661492436, "mask_rcnn/false_positive": 0.12678291059700164, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9890550936106592, "total_loss": 0.9543458211701363}
{"data_time": 0.022952342638745904, "eta_seconds": 257987.0003227098, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4184984520123839, "fast_rcnn/fg_cls_accuracy": 0.5425285498814911, "iteration": 8819, "loss_box_reg": 0.27350251004099846, "loss_cls": 0.24107643216848373, "loss_mask": 0.2748345509171486, "loss_rpn_cls": 0.05308512970805168, "loss_rpn_loc": 0.08022604743018746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8721126828657885, "mask_rcnn/false_negative": 0.10714301714433636, "mask_rcnn/false_positive": 0.1387492056249522, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9910192934330553, "total_loss": 0.9426974004600197}
{"data_time": 0.015231135534122586, "eta_seconds": 257642.93733689003, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.4823220015433979, "fast_rcnn/fg_cls_accuracy": 0.47754666262004375, "iteration": 8839, "loss_box_reg": 0.27045819349586964, "loss_cls": 0.22801686823368073, "loss_mask": 0.2898652143776417, "loss_rpn_cls": 0.05310187395662069, "loss_rpn_loc": 0.09776292962487787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8703077526084724, "mask_rcnn/false_negative": 0.10516712327281526, "mask_rcnn/false_positive": 0.15396452779941094, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9905152400024235, "total_loss": 0.9577320229727775}
{"data_time": 0.012799087446182966, "eta_seconds": 258061.59999242984, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.45321553140584014, "fast_rcnn/fg_cls_accuracy": 0.5008107311320755, "iteration": 8859, "loss_box_reg": 0.27500778436660767, "loss_cls": 0.25871707685291767, "loss_mask": 0.2982519716024399, "loss_rpn_cls": 0.053780990885570645, "loss_rpn_loc": 0.09223362663760781, "lr": 0.0001, "mask_rcnn/accuracy": 0.8709764200972432, "mask_rcnn/false_negative": 0.11176702495571829, "mask_rcnn/false_positive": 0.1472204514104115, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0030019015539438, "total_loss": 0.9797000729013234}
{"data_time": 0.013761149486526847, "eta_seconds": 258041.83575868607, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4314564029460679, "fast_rcnn/fg_cls_accuracy": 0.5093725592293673, "iteration": 8879, "loss_box_reg": 0.2591147627681494, "loss_cls": 0.23584210127592087, "loss_mask": 0.28197407722473145, "loss_rpn_cls": 0.061233992455527186, "loss_rpn_loc": 0.09522627526894212, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821290872870027, "mask_rcnn/false_negative": 0.1071114510515967, "mask_rcnn/false_positive": 0.13693654534677185, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9875002023763955, "total_loss": 0.9528525101486593}
{"data_time": 0.015456852037459612, "eta_seconds": 258022.0715249423, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.46707872291378516, "fast_rcnn/fg_cls_accuracy": 0.5101345051051331, "iteration": 8899, "loss_box_reg": 0.2662367494776845, "loss_cls": 0.24328036233782768, "loss_mask": 0.29651231691241264, "loss_rpn_cls": 0.05643448210321367, "loss_rpn_loc": 0.0809664404951036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8695040255744804, "mask_rcnn/false_negative": 0.10914268570499017, "mask_rcnn/false_positive": 0.15591183828597163, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0130982554983348, "total_loss": 0.9421062281471677}
{"data_time": 0.02138015883974731, "eta_seconds": 258350.7869457733, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.4433012048192771, "fast_rcnn/fg_cls_accuracy": 0.511855421686747, "iteration": 8919, "loss_box_reg": 0.23818750493228436, "loss_cls": 0.22576139494776726, "loss_mask": 0.2843890767544508, "loss_rpn_cls": 0.043825993314385414, "loss_rpn_loc": 0.08089210488833487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8655023336787382, "mask_rcnn/false_negative": 0.11687198325682518, "mask_rcnn/false_positive": 0.12974438186338472, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0121537244413048, "total_loss": 0.8952175814192742}
{"data_time": 0.01333005609922111, "eta_seconds": 257735.79668787774, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.43441558441558437, "fast_rcnn/fg_cls_accuracy": 0.5370531822144725, "iteration": 8939, "loss_box_reg": 0.2636243272572756, "loss_cls": 0.23015703819692135, "loss_mask": 0.2819525022059679, "loss_rpn_cls": 0.05804938031360507, "loss_rpn_loc": 0.08961813128553331, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741987066576483, "mask_rcnn/false_negative": 0.11522598252346675, "mask_rcnn/false_positive": 0.14280342045334196, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9730400475673378, "total_loss": 0.969986092299223}
{"data_time": 0.018082976574078202, "eta_seconds": 257398.63469358534, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.5042065626681012, "fast_rcnn/fg_cls_accuracy": 0.482603550295858, "iteration": 8959, "loss_box_reg": 0.2627380173653364, "loss_cls": 0.22846285067498684, "loss_mask": 0.29460785910487175, "loss_rpn_cls": 0.059883980778977275, "loss_rpn_loc": 0.09526002674829215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8616201372068542, "mask_rcnn/false_negative": 0.10727942539240076, "mask_rcnn/false_positive": 0.16170680252353892, "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": 0.9838912594132125, "total_loss": 0.9695474219042808}
{"data_time": 0.01623701397329569, "eta_seconds": 257657.57218748797, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.4225, "fast_rcnn/fg_cls_accuracy": 0.5302601809954751, "iteration": 8979, "loss_box_reg": 0.24940801411867142, "loss_cls": 0.24881339259445667, "loss_mask": 0.29149081371724606, "loss_rpn_cls": 0.05836828029714525, "loss_rpn_loc": 0.09688801085576415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8690715317162164, "mask_rcnn/false_negative": 0.11532638834072606, "mask_rcnn/false_positive": 0.14870366960881756, "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": 1.0180955659598112, "total_loss": 0.9491090569645166}
{"data_time": 0.017834096681326628, "eta_seconds": 257593.51563756354, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.4554580678215761, "fast_rcnn/fg_cls_accuracy": 0.5207829954126835, "iteration": 8999, "loss_box_reg": 0.26400971226394176, "loss_cls": 0.23611461278051138, "loss_mask": 0.29218567349016666, "loss_rpn_cls": 0.055037122685462236, "loss_rpn_loc": 0.08052187826251611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8692372119466641, "mask_rcnn/false_negative": 0.11113727415950525, "mask_rcnn/false_positive": 0.13761385504375873, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.977547779912129, "total_loss": 0.9159048609435558}
{"data_time": 0.024238196900114417, "eta_seconds": 257573.77667084802, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.39528118939883644, "fast_rcnn/fg_cls_accuracy": 0.5654698487108459, "iteration": 9019, "loss_box_reg": 0.2759128184989095, "loss_cls": 0.23161263018846512, "loss_mask": 0.293194979429245, "loss_rpn_cls": 0.05198769341222942, "loss_rpn_loc": 0.09001429518684745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729282129358645, "mask_rcnn/false_negative": 0.0943771300520962, "mask_rcnn/false_positive": 0.14372243354581682, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9859310875181109, "total_loss": 0.9623609520494938}
{"data_time": 0.016743721906095743, "eta_seconds": 257883.7218887359, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3864304465117404, "fast_rcnn/fg_cls_accuracy": 0.49547445255474454, "iteration": 9039, "loss_box_reg": 0.2535981237888336, "loss_cls": 0.23544187750667334, "loss_mask": 0.2826447933912277, "loss_rpn_cls": 0.05534733389504254, "loss_rpn_loc": 0.07984986109659076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785768398268399, "mask_rcnn/false_negative": 0.09882968770048325, "mask_rcnn/false_positive": 0.14650274369469207, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0219810856506228, "total_loss": 0.8924001692794263}
{"data_time": 0.01664447272196412, "eta_seconds": 257749.9343908718, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.44220647773279353, "fast_rcnn/fg_cls_accuracy": 0.5046296296296297, "iteration": 9059, "loss_box_reg": 0.22909614630043507, "loss_cls": 0.22809237986803055, "loss_mask": 0.29591337963938713, "loss_rpn_cls": 0.04863550094887614, "loss_rpn_loc": 0.07676329161040485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8692613606323358, "mask_rcnn/false_negative": 0.10669449457086118, "mask_rcnn/false_positive": 0.1537276836879497, "roi_head/num_bg_samples": 463.625, "roi_head/num_fg_samples": 48.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9835794225800782, "total_loss": 0.8920124006108381}
{"data_time": 0.0133493363391608, "eta_seconds": 257963.07008592412, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.45090322170276376, "fast_rcnn/fg_cls_accuracy": 0.5341159207630227, "iteration": 9079, "loss_box_reg": 0.2494398932904005, "loss_cls": 0.22327023185789585, "loss_mask": 0.29431307688355446, "loss_rpn_cls": 0.06559169013053179, "loss_rpn_loc": 0.08572608325630426, "lr": 0.0001, "mask_rcnn/accuracy": 0.8648891914042487, "mask_rcnn/false_negative": 0.11879226710856479, "mask_rcnn/false_positive": 0.14628533282900108, "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": 1.0334529797546566, "total_loss": 0.9247289663180709}
{"data_time": 0.02012846921570599, "eta_seconds": 258370.332242921, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.44778557818397846, "fast_rcnn/fg_cls_accuracy": 0.5295452446602198, "iteration": 9099, "loss_box_reg": 0.2666564527899027, "loss_cls": 0.23768932558596134, "loss_mask": 0.29670001566410065, "loss_rpn_cls": 0.05842068558558822, "loss_rpn_loc": 0.10043453518301249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794212435596083, "mask_rcnn/false_negative": 0.10315701399170692, "mask_rcnn/false_positive": 0.14397370049523975, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0084343168418854, "total_loss": 0.9547071354463696}
{"data_time": 0.01632796972990036, "eta_seconds": 258326.3802125305, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.4197316925952608, "fast_rcnn/fg_cls_accuracy": 0.5074468085106383, "iteration": 9119, "loss_box_reg": 0.25183219835162163, "loss_cls": 0.23555562365800142, "loss_mask": 0.28081474266946316, "loss_rpn_cls": 0.06361357145942748, "loss_rpn_loc": 0.07743972912430763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785841083391301, "mask_rcnn/false_negative": 0.1052403430887083, "mask_rcnn/false_positive": 0.13428593654951831, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9785171644762158, "total_loss": 0.9347907833871432}
{"data_time": 0.02195052243769169, "eta_seconds": 258279.93665899616, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4130178621528102, "fast_rcnn/fg_cls_accuracy": 0.5592309094222707, "iteration": 9139, "loss_box_reg": 0.26500011794269085, "loss_cls": 0.23219295404851437, "loss_mask": 0.2904173005372286, "loss_rpn_cls": 0.06090071354992688, "loss_rpn_loc": 0.08576987544074655, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773917959320825, "mask_rcnn/false_negative": 0.11320863654913951, "mask_rcnn/false_positive": 0.14429966607529854, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.9827187967021018, "total_loss": 0.9324694883543998}
{"data_time": 0.017967876978218555, "eta_seconds": 258260.1344711054, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.43566399954762647, "fast_rcnn/fg_cls_accuracy": 0.514804421034453, "iteration": 9159, "loss_box_reg": 0.27075558714568615, "loss_cls": 0.238306799903512, "loss_mask": 0.2962225191295147, "loss_rpn_cls": 0.057619240833446383, "loss_rpn_loc": 0.09857619227841496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8654150830859785, "mask_rcnn/false_negative": 0.10742519938993692, "mask_rcnn/false_positive": 0.15974705422475377, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9562291090842336, "total_loss": 0.957652254961431}
{"data_time": 0.016814622096717358, "eta_seconds": 258364.77509834804, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4221774193548387, "fast_rcnn/fg_cls_accuracy": 0.5060817805383022, "iteration": 9179, "loss_box_reg": 0.2496757758781314, "loss_cls": 0.22294412180781364, "loss_mask": 0.2796274833381176, "loss_rpn_cls": 0.05549459904432297, "loss_rpn_loc": 0.09259756840765476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791059170821538, "mask_rcnn/false_negative": 0.1114603337669634, "mask_rcnn/false_positive": 0.13473896171105765, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9847098186146468, "total_loss": 0.9052509947214276}
{"data_time": 0.02061877236701548, "eta_seconds": 258322.342575714, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4448745774030636, "fast_rcnn/fg_cls_accuracy": 0.5109649122807017, "iteration": 9199, "loss_box_reg": 0.2577724438160658, "loss_cls": 0.23643289040774107, "loss_mask": 0.2849896103143692, "loss_rpn_cls": 0.05103117227554321, "loss_rpn_loc": 0.07546915544662625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8706726378856142, "mask_rcnn/false_negative": 0.11319165985308888, "mask_rcnn/false_positive": 0.14818703250124793, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.991564087336883, "total_loss": 0.9271695546340197}
{"data_time": 0.018046218901872635, "eta_seconds": 258325.15163770877, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.37254595636098525, "fast_rcnn/fg_cls_accuracy": 0.5845075889911107, "iteration": 9219, "loss_box_reg": 0.2624830733984709, "loss_cls": 0.21653559803962708, "loss_mask": 0.2834071218967438, "loss_rpn_cls": 0.05128825223073363, "loss_rpn_loc": 0.09568169876001775, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736795046721244, "mask_rcnn/false_negative": 0.11263206416284509, "mask_rcnn/false_positive": 0.13406732630031828, "roi_head/num_bg_samples": 459.125, "roi_head/num_fg_samples": 52.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9982316505629569, "total_loss": 0.9434569843579084}
{"data_time": 0.01675064000301063, "eta_seconds": 258305.33990738913, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.4161988773055333, "fast_rcnn/fg_cls_accuracy": 0.5355900929671422, "iteration": 9239, "loss_box_reg": 0.25168543960899115, "loss_cls": 0.22940283920615911, "loss_mask": 0.2934242896735668, "loss_rpn_cls": 0.06802838365547359, "loss_rpn_loc": 0.09708943776786327, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748389778325123, "mask_rcnn/false_negative": 0.10746104680827046, "mask_rcnn/false_positive": 0.142642048397976, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.989327834919095, "total_loss": 0.9688561231596395}
{"data_time": 0.02231425605714321, "eta_seconds": 258369.3135921564, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3969111969111969, "fast_rcnn/fg_cls_accuracy": 0.5506199827981652, "iteration": 9259, "loss_box_reg": 0.2632215851917863, "loss_cls": 0.23576885648071766, "loss_mask": 0.29442668333649635, "loss_rpn_cls": 0.05344745726324618, "loss_rpn_loc": 0.07766850898042321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742952343030437, "mask_rcnn/false_negative": 0.10200477743106642, "mask_rcnn/false_positive": 0.15750093478034155, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9982077265158296, "total_loss": 0.9509455198422074}
{"data_time": 0.01601761276833713, "eta_seconds": 258377.20644885674, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.392553778268064, "fast_rcnn/fg_cls_accuracy": 0.5644578952957418, "iteration": 9279, "loss_box_reg": 0.24561951495707035, "loss_cls": 0.23261376656591892, "loss_mask": 0.2805313728749752, "loss_rpn_cls": 0.057966994820162654, "loss_rpn_loc": 0.09266281058080494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897487912807633, "mask_rcnn/false_negative": 0.08407857131688512, "mask_rcnn/false_positive": 0.141521102317006, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9872133026365191, "total_loss": 0.8993104944238439}
{"data_time": 0.015810781624168158, "eta_seconds": 258409.9280259339, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.42697822167529975, "fast_rcnn/fg_cls_accuracy": 0.5129823154628572, "iteration": 9299, "loss_box_reg": 0.26414542458951473, "loss_cls": 0.24751580972224474, "loss_mask": 0.2898571714758873, "loss_rpn_cls": 0.060571310576051474, "loss_rpn_loc": 0.0831103038508445, "lr": 0.0001, "mask_rcnn/accuracy": 0.863199063721769, "mask_rcnn/false_negative": 0.10926108642061033, "mask_rcnn/false_positive": 0.1501783801897666, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.9700201954692602, "total_loss": 0.9557118653319776}
{"data_time": 0.017486277502030134, "eta_seconds": 258275.26197846048, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4410352805089647, "fast_rcnn/fg_cls_accuracy": 0.4794207519596121, "iteration": 9319, "loss_box_reg": 0.2617962919175625, "loss_cls": 0.24516399390995502, "loss_mask": 0.2873225808143616, "loss_rpn_cls": 0.060465334448963404, "loss_rpn_loc": 0.08754494693130255, "lr": 0.0001, "mask_rcnn/accuracy": 0.861822358128113, "mask_rcnn/false_negative": 0.12027364085660958, "mask_rcnn/false_positive": 0.15866401897065321, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9835276317317039, "total_loss": 0.9179104233626276}
{"data_time": 0.018581018084660172, "eta_seconds": 258289.72895849962, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4340944954980043, "fast_rcnn/fg_cls_accuracy": 0.4904601571268238, "iteration": 9339, "loss_box_reg": 0.25819749757647514, "loss_cls": 0.23904294054955244, "loss_mask": 0.29338948242366314, "loss_rpn_cls": 0.05343890516087413, "loss_rpn_loc": 0.08991149836219847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796638909709242, "mask_rcnn/false_negative": 0.0930614315443879, "mask_rcnn/false_positive": 0.14522395639940766, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9932783956173807, "total_loss": 0.9343982329592109}
{"data_time": 0.014042569091543555, "eta_seconds": 258199.77355409414, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.4640742413665667, "fast_rcnn/fg_cls_accuracy": 0.4940087655844432, "iteration": 9359, "loss_box_reg": 0.26681748405098915, "loss_cls": 0.2508721426129341, "loss_mask": 0.29955791123211384, "loss_rpn_cls": 0.05302670109085739, "loss_rpn_loc": 0.07399290101602674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8538533481439411, "mask_rcnn/false_negative": 0.11577423776586254, "mask_rcnn/false_positive": 0.18055076960492095, "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": 0.9581387613434345, "total_loss": 0.9566095913760364}
{"data_time": 0.01736210100352764, "eta_seconds": 258278.10503490735, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.33902771634969775, "fast_rcnn/fg_cls_accuracy": 0.5729821128162873, "iteration": 9379, "loss_box_reg": 0.2593806926161051, "loss_cls": 0.233424948528409, "loss_mask": 0.2866329774260521, "loss_rpn_cls": 0.04922048968728632, "loss_rpn_loc": 0.08491110452450812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790920619397424, "mask_rcnn/false_negative": 0.10186949478625132, "mask_rcnn/false_positive": 0.13903231099530644, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0039626765064895, "total_loss": 0.9192181791877374}
{"data_time": 0.014896605629473925, "eta_seconds": 258258.28475211747, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.39537815126050424, "fast_rcnn/fg_cls_accuracy": 0.5875106202209006, "iteration": 9399, "loss_box_reg": 0.2662342842668295, "loss_cls": 0.2573314644396305, "loss_mask": 0.2816402968019247, "loss_rpn_cls": 0.0642311975825578, "loss_rpn_loc": 0.09970731660723686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930469148557763, "mask_rcnn/false_negative": 0.10277516125581435, "mask_rcnn/false_positive": 0.12270149369898704, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9810734714847058, "total_loss": 0.9666360549163073}
{"data_time": 0.02703594439662993, "eta_seconds": 258393.39274480473, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.442464686331533, "fast_rcnn/fg_cls_accuracy": 0.46977501844111136, "iteration": 9419, "loss_box_reg": 0.2729939632117748, "loss_cls": 0.2517612501978874, "loss_mask": 0.2832849472761154, "loss_rpn_cls": 0.06198246614076197, "loss_rpn_loc": 0.09831053367815912, "lr": 0.0001, "mask_rcnn/accuracy": 0.8659220457617578, "mask_rcnn/false_negative": 0.11455242407569662, "mask_rcnn/false_positive": 0.16950268819914238, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.010252303443849, "total_loss": 0.9937307985965163}
{"data_time": 0.024338017916306853, "eta_seconds": 258263.0769511126, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.37433619472454427, "fast_rcnn/fg_cls_accuracy": 0.5912746079412746, "iteration": 9439, "loss_box_reg": 0.2502028988674283, "loss_cls": 0.21720495261251926, "loss_mask": 0.28068434074521065, "loss_rpn_cls": 0.05300242966040969, "loss_rpn_loc": 0.08522000105585903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770899893387587, "mask_rcnn/false_negative": 0.09168922824333514, "mask_rcnn/false_positive": 0.14215882602069124, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9817951794248074, "total_loss": 0.896898050326854}
{"data_time": 0.015995286405086517, "eta_seconds": 258136.55345967505, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.4677445855115758, "fast_rcnn/fg_cls_accuracy": 0.48069498069498073, "iteration": 9459, "loss_box_reg": 0.26098730228841305, "loss_cls": 0.23194714915007353, "loss_mask": 0.28412499465048313, "loss_rpn_cls": 0.05796014703810215, "loss_rpn_loc": 0.10440176352858543, "lr": 0.0001, "mask_rcnn/accuracy": 0.874901633919835, "mask_rcnn/false_negative": 0.11111839942596977, "mask_rcnn/false_positive": 0.13723275743692043, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9636961449868977, "total_loss": 0.9282714686123654}
{"data_time": 0.013984875986352563, "eta_seconds": 258153.09530108236, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.42441660455249125, "fast_rcnn/fg_cls_accuracy": 0.5556689621249384, "iteration": 9479, "loss_box_reg": 0.2599847111850977, "loss_cls": 0.2631741091609001, "loss_mask": 0.28527926094830036, "loss_rpn_cls": 0.052081004716455936, "loss_rpn_loc": 0.07469010539352894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884250986620967, "mask_rcnn/false_negative": 0.09555761013278807, "mask_rcnn/false_positive": 0.10646450068376942, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9928386814426631, "total_loss": 0.9622904666466638}
{"data_time": 0.02408368792384863, "eta_seconds": 258159.18333816808, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.37031348621922994, "fast_rcnn/fg_cls_accuracy": 0.6002619570728409, "iteration": 9499, "loss_box_reg": 0.2510862350463867, "loss_cls": 0.2219450082629919, "loss_mask": 0.27913271449506283, "loss_rpn_cls": 0.04867041087709367, "loss_rpn_loc": 0.08336756261996925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815333090059518, "mask_rcnn/false_negative": 0.0949604445528652, "mask_rcnn/false_positive": 0.1428495215503897, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0079275970347226, "total_loss": 0.8649278191151097}
{"data_time": 0.018933359533548355, "eta_seconds": 258077.10695162416, "fast_rcnn/cls_accuracy": 0.902587890625, "fast_rcnn/false_negative": 0.4554067762223575, "fast_rcnn/fg_cls_accuracy": 0.4917300611739087, "iteration": 9519, "loss_box_reg": 0.2878477331250906, "loss_cls": 0.2649579532444477, "loss_mask": 0.28587405756115913, "loss_rpn_cls": 0.06670897197909653, "loss_rpn_loc": 0.09488032758235931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8716449021787016, "mask_rcnn/false_negative": 0.10510268047831628, "mask_rcnn/false_positive": 0.16601002310233848, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9591256699059159, "total_loss": 1.0218843161128461}
{"data_time": 0.014078144449740648, "eta_seconds": 258021.45879335236, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.45820493066255774, "fast_rcnn/fg_cls_accuracy": 0.5085594811401264, "iteration": 9539, "loss_box_reg": 0.26852026022970676, "loss_cls": 0.24811732582747936, "loss_mask": 0.29118435829877853, "loss_rpn_cls": 0.05830544629134238, "loss_rpn_loc": 0.08639455842785537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8720481335167296, "mask_rcnn/false_negative": 0.11704574621592466, "mask_rcnn/false_positive": 0.14566433466470946, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0015838488470763, "total_loss": 0.9475966501049697}
{"data_time": 0.021089346148073673, "eta_seconds": 258001.64604215883, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4640201610533122, "fast_rcnn/fg_cls_accuracy": 0.49720772946859904, "iteration": 9559, "loss_box_reg": 0.2640860406681895, "loss_cls": 0.24618241004645824, "loss_mask": 0.30150476284325123, "loss_rpn_cls": 0.05349891982041299, "loss_rpn_loc": 0.08374025300145149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8657277729908452, "mask_rcnn/false_negative": 0.1183730598172319, "mask_rcnn/false_positive": 0.1470924998191325, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9896389616187662, "total_loss": 0.9313572309911251}
{"data_time": 0.021448104176670313, "eta_seconds": 257981.8332909653, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4417087542087542, "fast_rcnn/fg_cls_accuracy": 0.5213433772755807, "iteration": 9579, "loss_box_reg": 0.27628130838274956, "loss_cls": 0.2586242910474539, "loss_mask": 0.29217451624572277, "loss_rpn_cls": 0.05931379832327366, "loss_rpn_loc": 0.08676374633796513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8626378375556008, "mask_rcnn/false_negative": 0.1073185081867873, "mask_rcnn/false_positive": 0.15009122193592442, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9847369994968176, "total_loss": 0.9868974646087736}
{"data_time": 0.012705013155937195, "eta_seconds": 257948.72876163572, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.42522881548350727, "fast_rcnn/fg_cls_accuracy": 0.5300524902042929, "iteration": 9599, "loss_box_reg": 0.28095918521285057, "loss_cls": 0.26183767430484295, "loss_mask": 0.2828773930668831, "loss_rpn_cls": 0.05251673934981227, "loss_rpn_loc": 0.08762583672069013, "lr": 0.0001, "mask_rcnn/accuracy": 0.8727836381999776, "mask_rcnn/false_negative": 0.11309475945000858, "mask_rcnn/false_positive": 0.14595072045215224, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0014634348917753, "total_loss": 0.9917009235359728}
{"data_time": 0.015619829762727022, "eta_seconds": 257928.9170313161, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3815632220540196, "fast_rcnn/fg_cls_accuracy": 0.5678860013103297, "iteration": 9619, "loss_box_reg": 0.2504805065691471, "loss_cls": 0.2334587462246418, "loss_mask": 0.2851547244936228, "loss_rpn_cls": 0.04649822600185871, "loss_rpn_loc": 0.0938169271685183, "lr": 0.0001, "mask_rcnn/accuracy": 0.883314899386328, "mask_rcnn/false_negative": 0.09528425809314683, "mask_rcnn/false_positive": 0.14226610529605488, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.995423928136006, "total_loss": 0.8812437132000923}
{"data_time": 0.018817397532984614, "eta_seconds": 257876.0550903622, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.40511597456041903, "fast_rcnn/fg_cls_accuracy": 0.5614305100453447, "iteration": 9639, "loss_box_reg": 0.26976471673697233, "loss_cls": 0.24714046716690063, "loss_mask": 0.2982129901647568, "loss_rpn_cls": 0.0595306713366881, "loss_rpn_loc": 0.10107514704577625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8694287018784786, "mask_rcnn/false_negative": 0.11360618417846025, "mask_rcnn/false_positive": 0.14672385358889725, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9801005995832384, "total_loss": 0.9870520487893373}
{"data_time": 0.013640800723806024, "eta_seconds": 257972.63882857282, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.4256827309236948, "fast_rcnn/fg_cls_accuracy": 0.5420386582300425, "iteration": 9659, "loss_box_reg": 0.2568072322756052, "loss_cls": 0.22183611243963242, "loss_mask": 0.28145277313888073, "loss_rpn_cls": 0.06046295748092234, "loss_rpn_loc": 0.09022375522181392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866453803541765, "mask_rcnn/false_negative": 0.10386128064683714, "mask_rcnn/false_positive": 0.13918082041036553, "roi_head/num_bg_samples": 466.625, "roi_head/num_fg_samples": 45.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9896428417414427, "total_loss": 0.9415214217733592}
{"data_time": 0.020163227105513215, "eta_seconds": 257869.48184035718, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.4387416745276277, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 9679, "loss_box_reg": 0.2581498436629772, "loss_cls": 0.24420627765357494, "loss_mask": 0.287909172475338, "loss_rpn_cls": 0.062372718937695026, "loss_rpn_loc": 0.09729981888085604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8722618238106501, "mask_rcnn/false_negative": 0.10289731470949073, "mask_rcnn/false_positive": 0.15528398650007175, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9847706540022045, "total_loss": 0.9401448932476342}
{"data_time": 0.0188924849499017, "eta_seconds": 257992.50038333703, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.39881601259689925, "fast_rcnn/fg_cls_accuracy": 0.5429474759111856, "iteration": 9699, "loss_box_reg": 0.2595996782183647, "loss_cls": 0.23833107482641935, "loss_mask": 0.28907630778849125, "loss_rpn_cls": 0.057871715631335974, "loss_rpn_loc": 0.09139046794734895, "lr": 0.0001, "mask_rcnn/accuracy": 0.8703426510735481, "mask_rcnn/false_negative": 0.11404109141360004, "mask_rcnn/false_positive": 0.14321997095967803, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0099226194433868, "total_loss": 0.9619705372024328}
{"data_time": 0.01784671889618039, "eta_seconds": 257877.3765370343, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.4316289389708815, "fast_rcnn/fg_cls_accuracy": 0.5387823185988323, "iteration": 9719, "loss_box_reg": 0.2699781507253647, "loss_cls": 0.2493012584745884, "loss_mask": 0.29464005678892136, "loss_rpn_cls": 0.05788548616692424, "loss_rpn_loc": 0.08108551753684878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8718111584211015, "mask_rcnn/false_negative": 0.1021591457852814, "mask_rcnn/false_positive": 0.14545106951097267, "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": 0.9707398950122297, "total_loss": 1.0098026860505342}
{"data_time": 0.016005800338461995, "eta_seconds": 257895.4574814206, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.4012457849381791, "fast_rcnn/fg_cls_accuracy": 0.5656302889738607, "iteration": 9739, "loss_box_reg": 0.2525999415665865, "loss_cls": 0.24156196229159832, "loss_mask": 0.27546277083456516, "loss_rpn_cls": 0.046079544350504875, "loss_rpn_loc": 0.08192315674386919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782294686079191, "mask_rcnn/false_negative": 0.10944936800010785, "mask_rcnn/false_positive": 0.14724468518483114, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.0234401484485716, "total_loss": 0.936552238301374}
{"data_time": 0.015026082983240485, "eta_seconds": 257837.74577377364, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.46793795325347365, "fast_rcnn/fg_cls_accuracy": 0.49496799531730895, "iteration": 9759, "loss_box_reg": 0.27189566753804684, "loss_cls": 0.24531977344304323, "loss_mask": 0.2856982406228781, "loss_rpn_cls": 0.05977954831905663, "loss_rpn_loc": 0.08490957459434867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8733018784154467, "mask_rcnn/false_negative": 0.10796454697830263, "mask_rcnn/false_positive": 0.153293711540835, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.009966338519007, "total_loss": 0.9542051060125232}
{"data_time": 0.018433169461786747, "eta_seconds": 257700.66358278506, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.39188873305282845, "fast_rcnn/fg_cls_accuracy": 0.5837961201977938, "iteration": 9779, "loss_box_reg": 0.251896632835269, "loss_cls": 0.23343655094504356, "loss_mask": 0.28297850862145424, "loss_rpn_cls": 0.05449618923012167, "loss_rpn_loc": 0.07667740271426737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8719476577809699, "mask_rcnn/false_negative": 0.09784124828674833, "mask_rcnn/false_positive": 0.15151671248757315, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9725211267359555, "total_loss": 0.887627117568627}
{"data_time": 0.014509191503748298, "eta_seconds": 257680.85721405223, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.4141813473898368, "fast_rcnn/fg_cls_accuracy": 0.5628705964422742, "iteration": 9799, "loss_box_reg": 0.29654373601078987, "loss_cls": 0.2513127438724041, "loss_mask": 0.2819782942533493, "loss_rpn_cls": 0.061009562108665705, "loss_rpn_loc": 0.1163101460551843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818672276147247, "mask_rcnn/false_negative": 0.1056307210261956, "mask_rcnn/false_positive": 0.13900014377634773, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9901328149717301, "total_loss": 1.0123691348126158}
{"data_time": 0.01918308180756867, "eta_seconds": 257661.0508453194, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3683987307970218, "fast_rcnn/fg_cls_accuracy": 0.5867644799508374, "iteration": 9819, "loss_box_reg": 0.28249258920550346, "loss_cls": 0.24690462835133076, "loss_mask": 0.3031561952084303, "loss_rpn_cls": 0.05902602802962065, "loss_rpn_loc": 0.09475322999060154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8677394948893413, "mask_rcnn/false_negative": 0.10673588674189555, "mask_rcnn/false_positive": 0.16316330512136434, "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": 0.9876944134011865, "total_loss": 1.0093412324786186}
{"data_time": 0.014077771687880158, "eta_seconds": 257710.9879978001, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4286868258294032, "fast_rcnn/fg_cls_accuracy": 0.495465544236361, "iteration": 9839, "loss_box_reg": 0.2876319922506809, "loss_cls": 0.25546408724039793, "loss_mask": 0.29987794160842896, "loss_rpn_cls": 0.04984881216660142, "loss_rpn_loc": 0.0949717981275171, "lr": 0.0001, "mask_rcnn/accuracy": 0.864475183153345, "mask_rcnn/false_negative": 0.12650537639123793, "mask_rcnn/false_positive": 0.1578496534838853, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0083987747784704, "total_loss": 1.0287581882439554}
{"data_time": 0.014799915486946702, "eta_seconds": 257574.74804318044, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4124344726357727, "fast_rcnn/fg_cls_accuracy": 0.5397435897435897, "iteration": 9859, "loss_box_reg": 0.25407361797988415, "loss_cls": 0.23609286732971668, "loss_mask": 0.2726339101791382, "loss_rpn_cls": 0.04844686115393415, "loss_rpn_loc": 0.07760639500338584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8687580146608482, "mask_rcnn/false_negative": 0.09835877106782565, "mask_rcnn/false_positive": 0.14352886432294587, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9685109739657491, "total_loss": 0.8875192186096683}
{"data_time": 0.01972856535576284, "eta_seconds": 257573.81946060807, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.4295890976667355, "fast_rcnn/fg_cls_accuracy": 0.5432112068965518, "iteration": 9879, "loss_box_reg": 0.2769354470074177, "loss_cls": 0.2591668274253607, "loss_mask": 0.2885689977556467, "loss_rpn_cls": 0.06323617580346763, "loss_rpn_loc": 0.10860654804855585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8684325250309435, "mask_rcnn/false_negative": 0.10699332045514118, "mask_rcnn/false_positive": 0.14913477400578756, "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": 1.009665556019172, "total_loss": 0.9982770085334778}
{"data_time": 0.014347903430461884, "eta_seconds": 257444.614278269, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.5091743119266054, "fast_rcnn/fg_cls_accuracy": 0.4395251715478924, "iteration": 9899, "loss_box_reg": 0.26584573835134506, "loss_cls": 0.24957077484577894, "loss_mask": 0.28947982750833035, "loss_rpn_cls": 0.06737468671053648, "loss_rpn_loc": 0.10829300805926323, "lr": 0.0001, "mask_rcnn/accuracy": 0.882264342467301, "mask_rcnn/false_negative": 0.09707315626035895, "mask_rcnn/false_positive": 0.154870919935982, "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": 0.9760987348854542, "total_loss": 0.978995356708765}
{"data_time": 0.016324449563398957, "eta_seconds": 257424.81846017763, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.46443794909268055, "fast_rcnn/fg_cls_accuracy": 0.4854153982398849, "iteration": 9919, "loss_box_reg": 0.28087441343814135, "loss_cls": 0.25911230966448784, "loss_mask": 0.28581384010612965, "loss_rpn_cls": 0.06434672162868083, "loss_rpn_loc": 0.10577669716440141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775933036215272, "mask_rcnn/false_negative": 0.10549691567525182, "mask_rcnn/false_positive": 0.14161468146022926, "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": 1.0036109366919845, "total_loss": 0.98839180637151}
{"data_time": 0.017811200581490993, "eta_seconds": 257407.53831032664, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4000552533151989, "fast_rcnn/fg_cls_accuracy": 0.5795865477338475, "iteration": 9939, "loss_box_reg": 0.2556765992194414, "loss_cls": 0.23377816565334797, "loss_mask": 0.2908876221626997, "loss_rpn_cls": 0.0485913238953799, "loss_rpn_loc": 0.0896985495928675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789957251629394, "mask_rcnn/false_negative": 0.11370278548495863, "mask_rcnn/false_positive": 0.1438952114671651, "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": 0.9744762531481683, "total_loss": 0.9408541587181389}
{"data_time": 0.013594733085483313, "eta_seconds": 257245.42510715313, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.437384983437615, "fast_rcnn/fg_cls_accuracy": 0.5147156684815487, "iteration": 9959, "loss_box_reg": 0.2779503855854273, "loss_cls": 0.24328214582055807, "loss_mask": 0.2806809227913618, "loss_rpn_cls": 0.05980882316362113, "loss_rpn_loc": 0.099033884704113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782986241852214, "mask_rcnn/false_negative": 0.11804753092960307, "mask_rcnn/false_positive": 0.14038604123140552, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9619349872227758, "total_loss": 0.993950271862559}
{"data_time": 0.015816393541172147, "eta_seconds": 256992.4101329781, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.4110520334442731, "fast_rcnn/fg_cls_accuracy": 0.5520456480102149, "iteration": 9979, "loss_box_reg": 0.2637024335563183, "loss_cls": 0.24493864737451077, "loss_mask": 0.2789453100413084, "loss_rpn_cls": 0.05807393928989768, "loss_rpn_loc": 0.09947728016413748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762158723708906, "mask_rcnn/false_negative": 0.09556966861400504, "mask_rcnn/false_positive": 0.1382384209446236, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9646642801817507, "total_loss": 0.9495459661702625}
{"bbox/AP": 30.078799146055946, "bbox/AP-airplane": 43.72938374740346, "bbox/AP-apple": 12.61876413577637, "bbox/AP-backpack": 8.409697610059718, "bbox/AP-banana": 18.88842428646071, "bbox/AP-baseball bat": 19.073570272870533, "bbox/AP-baseball glove": 30.496847180696346, "bbox/AP-bear": 61.16429856226448, "bbox/AP-bed": 30.82080383241458, "bbox/AP-bench": 15.129486567304454, "bbox/AP-bicycle": 18.417657181533624, "bbox/AP-bird": 28.951225990510277, "bbox/AP-boat": 17.345349416727018, "bbox/AP-book": 9.869394673488038, "bbox/AP-bottle": 30.885119908587406, "bbox/AP-bowl": 31.212592999379694, "bbox/AP-broccoli": 17.541932130904573, "bbox/AP-bus": 52.864015594971455, "bbox/AP-cake": 27.87897064095898, "bbox/AP-car": 35.081110314981665, "bbox/AP-carrot": 14.198415516491893, "bbox/AP-cat": 50.527884305094204, "bbox/AP-cell phone": 25.562593579176163, "bbox/AP-chair": 18.014681037085516, "bbox/AP-clock": 45.81362122242854, "bbox/AP-couch": 28.14688968944849, "bbox/AP-cow": 47.22701498344995, "bbox/AP-cup": 33.248173239761506, "bbox/AP-dining table": 17.183067340586152, "bbox/AP-dog": 49.22321586090251, "bbox/AP-donut": 40.456080493028054, "bbox/AP-elephant": 47.19004596787888, "bbox/AP-fire hydrant": 57.15325868853647, "bbox/AP-fork": 14.294545197345885, "bbox/AP-frisbee": 58.90838001945669, "bbox/AP-giraffe": 58.66728284117831, "bbox/AP-hair drier": 0.49504950495049505, "bbox/AP-handbag": 6.9010501591254405, "bbox/AP-horse": 45.40529213104066, "bbox/AP-hot dog": 21.35062375510887, "bbox/AP-keyboard": 34.59347630754037, "bbox/AP-kite": 34.347344050672916, "bbox/AP-knife": 6.691342322436766, "bbox/AP-laptop": 40.677220580060016, "bbox/AP-microwave": 39.4762430344307, "bbox/AP-motorcycle": 31.324974908817758, "bbox/AP-mouse": 45.11668157781272, "bbox/AP-orange": 23.404162687258083, "bbox/AP-oven": 20.403062758453224, "bbox/AP-parking meter": 28.515977579367007, "bbox/AP-person": 46.48446829477934, "bbox/AP-pizza": 39.84046199823407, "bbox/AP-potted plant": 15.514237642390885, "bbox/AP-refrigerator": 34.66842246231893, "bbox/AP-remote": 18.99491989835587, "bbox/AP-sandwich": 22.5584458141926, "bbox/AP-scissors": 14.354004101660697, "bbox/AP-sheep": 41.402580338338616, "bbox/AP-sink": 27.31597121250216, "bbox/AP-skateboard": 32.12598695431333, "bbox/AP-skis": 12.289857699463887, "bbox/AP-snowboard": 21.267640505940918, "bbox/AP-spoon": 7.447385183707869, "bbox/AP-sports ball": 41.89152722305637, "bbox/AP-stop sign": 54.88648818964423, "bbox/AP-suitcase": 21.76660674712212, "bbox/AP-surfboard": 24.57457659511857, "bbox/AP-teddy bear": 30.94237453604861, "bbox/AP-tennis racket": 33.050825257306585, "bbox/AP-tie": 18.84409374672667, "bbox/AP-toaster": 31.91191532946398, "bbox/AP-toilet": 44.103112012568666, "bbox/AP-toothbrush": 9.034408170654991, "bbox/AP-traffic light": 22.363484938568174, "bbox/AP-train": 46.682585015874736, "bbox/AP-truck": 20.283065801008824, "bbox/AP-tv": 42.483297019314115, "bbox/AP-umbrella": 25.37749690959796, "bbox/AP-vase": 29.146243569400614, "bbox/AP-wine glass": 24.889347937689323, "bbox/AP-zebra": 54.91180419289439, "bbox/AP50": 52.870130973319796, "bbox/AP75": 31.279059378505142, "bbox/APl": 37.46848186395291, "bbox/APm": 32.93303586001175, "bbox/APs": 18.30216696113722, "data_time": 0.015233114128932357, "eta_seconds": 257205.85497561842, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.37465198321891685, "fast_rcnn/fg_cls_accuracy": 0.5631956946783592, "iteration": 9999, "loss_box_reg": 0.23537957109510899, "loss_cls": 0.2448767852038145, "loss_mask": 0.2887482102960348, "loss_rpn_cls": 0.058127129916101694, "loss_rpn_loc": 0.08086313353851438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8721475835491828, "mask_rcnn/false_negative": 0.10171075093496643, "mask_rcnn/false_positive": 0.1485358341822287, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "segm/AP": 29.748881588383014, "segm/AP-airplane": 42.77631884018679, "segm/AP-apple": 13.294103007789888, "segm/AP-backpack": 9.846278658194102, "segm/AP-banana": 14.885107169823044, "segm/AP-baseball bat": 17.48120276974343, "segm/AP-baseball glove": 36.280178419407186, "segm/AP-bear": 67.23898500748612, "segm/AP-bed": 23.23744645671958, "segm/AP-bench": 11.688333776796815, "segm/AP-bicycle": 9.696570599269595, "segm/AP-bird": 26.090752531140875, "segm/AP-boat": 15.807514492806227, "segm/AP-book": 6.352407310350845, "segm/AP-bottle": 31.04166150771365, "segm/AP-bowl": 31.243323272762463, "segm/AP-broccoli": 17.970666135245022, "segm/AP-bus": 55.82750419585655, "segm/AP-cake": 29.995264359787722, "segm/AP-car": 33.07757592058571, "segm/AP-carrot": 13.163412513592634, "segm/AP-cat": 60.410138012728, "segm/AP-cell phone": 27.688472308338852, "segm/AP-chair": 12.331606934592308, "segm/AP-clock": 48.24459385248521, "segm/AP-couch": 26.736638349720355, "segm/AP-cow": 40.86085846091083, "segm/AP-cup": 35.38452855613471, "segm/AP-dining table": 9.792861530811637, "segm/AP-dog": 51.93976813536041, "segm/AP-donut": 43.301361533938525, "segm/AP-elephant": 46.902323410233606, "segm/AP-fire hydrant": 59.354708644127975, "segm/AP-fork": 5.530200616672511, "segm/AP-frisbee": 60.31586391906906, "segm/AP-giraffe": 44.09254546984535, "segm/AP-hair drier": 1.9801980198019802, "segm/AP-handbag": 8.58303167773687, "segm/AP-horse": 34.076794611138375, "segm/AP-hot dog": 20.04497176458848, "segm/AP-keyboard": 38.968561748061596, "segm/AP-kite": 26.01881618710443, "segm/AP-knife": 4.6727586978603695, "segm/AP-laptop": 47.209647923769964, "segm/AP-microwave": 45.86345418696785, "segm/AP-motorcycle": 24.38536619334684, "segm/AP-mouse": 52.217929522979425, "segm/AP-orange": 24.814902584557046, "segm/AP-oven": 19.66374183149012, "segm/AP-parking meter": 33.26890948972659, "segm/AP-person": 40.27902739576657, "segm/AP-pizza": 41.909392185657964, "segm/AP-potted plant": 14.203310766221303, "segm/AP-refrigerator": 37.87715807506774, "segm/AP-remote": 20.251939006339335, "segm/AP-sandwich": 24.875807504906867, "segm/AP-scissors": 11.48390672370627, "segm/AP-sheep": 37.81230724684921, "segm/AP-sink": 28.002902650831192, "segm/AP-skateboard": 17.494427105302137, "segm/AP-skis": 1.2981701694611005, "segm/AP-snowboard": 16.402126673554697, "segm/AP-spoon": 4.18721305123505, "segm/AP-sports ball": 43.96615855493728, "segm/AP-stop sign": 58.83498008417883, "segm/AP-suitcase": 24.833742213245976, "segm/AP-surfboard": 21.608211185543396, "segm/AP-teddy bear": 33.201710202037745, "segm/AP-tennis racket": 46.46207682248513, "segm/AP-tie": 20.143072377589522, "segm/AP-toaster": 37.16899965858655, "segm/AP-toilet": 47.492163014320106, "segm/AP-toothbrush": 7.36671325142077, "segm/AP-traffic light": 22.333105699743385, "segm/AP-train": 51.32582291254562, "segm/AP-truck": 21.814159892180175, "segm/AP-tv": 46.72792556891806, "segm/AP-umbrella": 36.91821030845131, "segm/AP-vase": 30.833078210612452, "segm/AP-wine glass": 22.399775561166038, "segm/AP-zebra": 48.75277187842155, "segm/AP50": 50.1179246960472, "segm/AP75": 31.048711485383627, "segm/APl": 41.86074370326248, "segm/APm": 32.40116655655016, "segm/APs": 14.60012393852007, "time": 1.002674905816093, "total_loss": 0.9052482715342194}
{"data_time": 0.027429094072431326, "eta_seconds": 257305.11114873458, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4031297379250596, "fast_rcnn/fg_cls_accuracy": 0.5513157894736842, "iteration": 10019, "loss_box_reg": 0.23627816140651703, "loss_cls": 0.22680178843438625, "loss_mask": 0.28263686038553715, "loss_rpn_cls": 0.05760679906234145, "loss_rpn_loc": 0.07401553238742054, "lr": 0.0001, "mask_rcnn/accuracy": 0.866921137047896, "mask_rcnn/false_negative": 0.09482243314220853, "mask_rcnn/false_positive": 0.15336510757187077, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9928331980481744, "total_loss": 0.9046775079332292}
{"data_time": 0.014041098300367594, "eta_seconds": 257103.21062308736, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.49516583915965817, "fast_rcnn/fg_cls_accuracy": 0.4766597259212629, "iteration": 10039, "loss_box_reg": 0.25704587809741497, "loss_cls": 0.23692217376083136, "loss_mask": 0.28964986465871334, "loss_rpn_cls": 0.05304496758617461, "loss_rpn_loc": 0.08345762407407165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772017369687952, "mask_rcnn/false_negative": 0.10931726597413739, "mask_rcnn/false_positive": 0.14564561862886943, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.973004954867065, "total_loss": 0.9229816549923271}
{"data_time": 0.01937838364392519, "eta_seconds": 257094.35354108457, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.47188083830052235, "fast_rcnn/fg_cls_accuracy": 0.49331500540438933, "iteration": 10059, "loss_box_reg": 0.2611387353390455, "loss_cls": 0.23274577036499977, "loss_mask": 0.2886807229369879, "loss_rpn_cls": 0.0649208182003349, "loss_rpn_loc": 0.1097807614132762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8646725695344684, "mask_rcnn/false_negative": 0.1106337608186769, "mask_rcnn/false_positive": 0.16847869548795158, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9802562014665455, "total_loss": 0.9751517919357866}
{"data_time": 0.015445278026163578, "eta_seconds": 256926.44322389737, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4176724137931035, "fast_rcnn/fg_cls_accuracy": 0.5711880387931034, "iteration": 10079, "loss_box_reg": 0.24118519201874733, "loss_cls": 0.2211462389677763, "loss_mask": 0.26737168803811073, "loss_rpn_cls": 0.05211845110170543, "loss_rpn_loc": 0.08153331885114312, "lr": 0.0001, "mask_rcnn/accuracy": 0.8724215778134363, "mask_rcnn/false_negative": 0.10696692591824078, "mask_rcnn/false_positive": 0.13623836553825436, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.989422045648098, "total_loss": 0.8542647180147469}
{"data_time": 0.0195067145396024, "eta_seconds": 256856.01101780776, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.419470302871378, "fast_rcnn/fg_cls_accuracy": 0.4956862009582431, "iteration": 10099, "loss_box_reg": 0.28309073857963085, "loss_cls": 0.25099845603108406, "loss_mask": 0.2922478951513767, "loss_rpn_cls": 0.051756294909864664, "loss_rpn_loc": 0.08083718665875494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762665497286627, "mask_rcnn/false_negative": 0.10423028134252849, "mask_rcnn/false_positive": 0.1552108902451147, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0092174268793315, "total_loss": 0.9583324017003179}
{"data_time": 0.016650320030748844, "eta_seconds": 256967.88592082448, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.43568633735293727, "fast_rcnn/fg_cls_accuracy": 0.516048831798043, "iteration": 10119, "loss_box_reg": 0.241096006706357, "loss_cls": 0.21613719873130322, "loss_mask": 0.277821047231555, "loss_rpn_cls": 0.04907415364868939, "loss_rpn_loc": 0.0787940255831927, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767602738610831, "mask_rcnn/false_negative": 0.10678668717423848, "mask_rcnn/false_positive": 0.1385399118986656, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9958097236230969, "total_loss": 0.8927993678953499}
{"data_time": 0.017541613895446062, "eta_seconds": 257161.90680212807, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.47991949910554565, "fast_rcnn/fg_cls_accuracy": 0.5046375717651365, "iteration": 10139, "loss_box_reg": 0.28735061176121235, "loss_cls": 0.25695523247122765, "loss_mask": 0.3013634420931339, "loss_rpn_cls": 0.05338399903848767, "loss_rpn_loc": 0.08786677056923509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8702028008184638, "mask_rcnn/false_negative": 0.11458713877353222, "mask_rcnn/false_positive": 0.16937387477417432, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.016990798059851, "total_loss": 1.0038866229588166}
{"data_time": 0.015581404557451606, "eta_seconds": 257166.55158430338, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.43293226381461675, "fast_rcnn/fg_cls_accuracy": 0.5030721375262424, "iteration": 10159, "loss_box_reg": 0.2646640595048666, "loss_cls": 0.24004216864705086, "loss_mask": 0.27703143656253815, "loss_rpn_cls": 0.05556689342483878, "loss_rpn_loc": 0.0897218429017812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8624691355513703, "mask_rcnn/false_negative": 0.11273482033442406, "mask_rcnn/false_positive": 0.16812447850293513, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9813979992177337, "total_loss": 0.9267682896461338}
{"data_time": 0.019504667492583394, "eta_seconds": 257008.7572271889, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4205298412162976, "fast_rcnn/fg_cls_accuracy": 0.5290340457316338, "iteration": 10179, "loss_box_reg": 0.26957400888204575, "loss_cls": 0.23943219520151615, "loss_mask": 0.2903600838035345, "loss_rpn_cls": 0.05612457264214754, "loss_rpn_loc": 0.09235761454328895, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797211056789545, "mask_rcnn/false_negative": 0.1088377405126794, "mask_rcnn/false_positive": 0.12385272499097671, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9574843710288405, "total_loss": 0.9543248002883047}
{"data_time": 0.014629114186391234, "eta_seconds": 256807.82529073767, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.43750315959759367, "fast_rcnn/fg_cls_accuracy": 0.5545807406814589, "iteration": 10199, "loss_box_reg": 0.25165257044136524, "loss_cls": 0.22528417315334082, "loss_mask": 0.300400672480464, "loss_rpn_cls": 0.05957707017660141, "loss_rpn_loc": 0.09614237258210778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8679611571043512, "mask_rcnn/false_negative": 0.0995882930818871, "mask_rcnn/false_positive": 0.15570502478141274, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9761191974394023, "total_loss": 0.9207038222812116}
{"data_time": 0.020258979871869087, "eta_seconds": 256755.20461635664, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.40446815337718595, "fast_rcnn/fg_cls_accuracy": 0.5716519020323085, "iteration": 10219, "loss_box_reg": 0.2641982492059469, "loss_cls": 0.24294404312968254, "loss_mask": 0.2957261521369219, "loss_rpn_cls": 0.0520530694629997, "loss_rpn_loc": 0.09455858683213592, "lr": 0.0001, "mask_rcnn/accuracy": 0.8644984857344473, "mask_rcnn/false_negative": 0.10764612525821779, "mask_rcnn/false_positive": 0.1623979343929799, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9966461311560124, "total_loss": 0.9508355697616935}
{"data_time": 0.018561530392616987, "eta_seconds": 256884.57920968533, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.471380147496679, "fast_rcnn/fg_cls_accuracy": 0.5115661215702442, "iteration": 10239, "loss_box_reg": 0.22340663149952888, "loss_cls": 0.22682007309049368, "loss_mask": 0.2889936789870262, "loss_rpn_cls": 0.04150921828113496, "loss_rpn_loc": 0.08099684375338256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8709476897705848, "mask_rcnn/false_negative": 0.09354833043526575, "mask_rcnn/false_positive": 0.15139595824616892, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0217322276439518, "total_loss": 0.8577224935870618}
{"data_time": 0.015972228022292256, "eta_seconds": 256937.0695874188, "fast_rcnn/cls_accuracy": 0.905517578125, "fast_rcnn/false_negative": 0.46665851272015657, "fast_rcnn/fg_cls_accuracy": 0.49216524216524216, "iteration": 10259, "loss_box_reg": 0.2693649232387543, "loss_cls": 0.24822170194238424, "loss_mask": 0.29825763031840324, "loss_rpn_cls": 0.06021608226001263, "loss_rpn_loc": 0.10400436189956963, "lr": 0.0001, "mask_rcnn/accuracy": 0.8599650836492942, "mask_rcnn/false_negative": 0.10909247471746944, "mask_rcnn/false_positive": 0.17674213805231426, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 0.9970542162191123, "total_loss": 0.9700171514414251}
{"data_time": 0.02016489952802658, "eta_seconds": 256917.2854132764, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.46705226192935345, "fast_rcnn/fg_cls_accuracy": 0.5091123785758845, "iteration": 10279, "loss_box_reg": 0.2871826235204935, "loss_cls": 0.2502912785857916, "loss_mask": 0.2914199400693178, "loss_rpn_cls": 0.051929088309407234, "loss_rpn_loc": 0.09748389292508364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8587731812133126, "mask_rcnn/false_negative": 0.11343346664745307, "mask_rcnn/false_positive": 0.15832208511322068, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9904588966164738, "total_loss": 0.9757325106766075}
{"data_time": 0.01720313704572618, "eta_seconds": 256708.9770131046, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.39499766245909307, "fast_rcnn/fg_cls_accuracy": 0.5780789656401883, "iteration": 10299, "loss_box_reg": 0.2593049891293049, "loss_cls": 0.22945052199065685, "loss_mask": 0.28868938982486725, "loss_rpn_cls": 0.05402264138683677, "loss_rpn_loc": 0.0787891885265708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768441858634801, "mask_rcnn/false_negative": 0.09385986419724152, "mask_rcnn/false_positive": 0.15086971195478482, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9537988810334355, "total_loss": 0.9062517022248358}
{"data_time": 0.01421073148958385, "eta_seconds": 256738.39197054505, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4108076369421926, "fast_rcnn/fg_cls_accuracy": 0.5715773922266838, "iteration": 10319, "loss_box_reg": 0.2519381679594517, "loss_cls": 0.2329527735710144, "loss_mask": 0.2924544680863619, "loss_rpn_cls": 0.056312848697416484, "loss_rpn_loc": 0.10254418337717652, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887209297102068, "mask_rcnn/false_negative": 0.10861541975805097, "mask_rcnn/false_positive": 0.11859055701318279, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9863488778937608, "total_loss": 0.9665463243145496}
{"data_time": 0.01778211910277605, "eta_seconds": 256618.82193491329, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.427961001444391, "fast_rcnn/fg_cls_accuracy": 0.5116885756877625, "iteration": 10339, "loss_box_reg": 0.24498200975358486, "loss_cls": 0.23096207901835442, "loss_mask": 0.2863101400434971, "loss_rpn_cls": 0.055547818541526794, "loss_rpn_loc": 0.0818929283414036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8711280774716834, "mask_rcnn/false_negative": 0.0938701396759004, "mask_rcnn/false_positive": 0.16087486197979584, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9764182837679982, "total_loss": 0.8922952236607671}
{"data_time": 0.024349432671442628, "eta_seconds": 256765.90755313635, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.426437587657784, "fast_rcnn/fg_cls_accuracy": 0.5175324675324675, "iteration": 10359, "loss_box_reg": 0.2770387129858136, "loss_cls": 0.24450154229998589, "loss_mask": 0.2844888921827078, "loss_rpn_cls": 0.05109947104938328, "loss_rpn_loc": 0.08671908639371395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827917036379769, "mask_rcnn/false_negative": 0.09958761137755293, "mask_rcnn/false_positive": 0.14121173154825406, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9814664162695408, "total_loss": 0.9636213990161195}
{"data_time": 0.014326788485050201, "eta_seconds": 256746.12894371152, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4372802197802198, "fast_rcnn/fg_cls_accuracy": 0.5213579502493276, "iteration": 10379, "loss_box_reg": 0.29303225688636303, "loss_cls": 0.23917879350483418, "loss_mask": 0.29848748818039894, "loss_rpn_cls": 0.05683779064565897, "loss_rpn_loc": 0.08382560173049569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751089112036864, "mask_rcnn/false_negative": 0.0996379532450036, "mask_rcnn/false_positive": 0.15895413859728474, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.035995895974338, "total_loss": 0.9745947872288525}
{"data_time": 0.015087129082530737, "eta_seconds": 256726.3503342867, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4383908045977012, "fast_rcnn/fg_cls_accuracy": 0.5388149752475248, "iteration": 10399, "loss_box_reg": 0.26493383944034576, "loss_cls": 0.2434529811143875, "loss_mask": 0.2929036561399698, "loss_rpn_cls": 0.053992656990885735, "loss_rpn_loc": 0.08919087960384786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741706323310054, "mask_rcnn/false_negative": 0.11122641507573644, "mask_rcnn/false_positive": 0.1477944185508701, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9768806761130691, "total_loss": 0.978778368094936}
{"data_time": 0.013097975868731737, "eta_seconds": 256557.53335250542, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.40891675374433994, "fast_rcnn/fg_cls_accuracy": 0.5542476473822073, "iteration": 10419, "loss_box_reg": 0.229914840310812, "loss_cls": 0.19932278618216515, "loss_mask": 0.26669404096901417, "loss_rpn_cls": 0.04555808077566326, "loss_rpn_loc": 0.07108959904871881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897307481966488, "mask_rcnn/false_negative": 0.09434898781593232, "mask_rcnn/false_positive": 0.1309442426045071, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9819509354420006, "total_loss": 0.8145631802035496}
{"data_time": 0.01903375331312418, "eta_seconds": 256537.7662261203, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.543560606060606, "iteration": 10439, "loss_box_reg": 0.2642598859965801, "loss_cls": 0.243430451489985, "loss_mask": 0.27595696598291397, "loss_rpn_cls": 0.05422413256019354, "loss_rpn_loc": 0.09745353367179632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837718577545814, "mask_rcnn/false_negative": 0.09614657016206901, "mask_rcnn/false_positive": 0.12823447583901876, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0031357486732304, "total_loss": 0.9307843302376568}
{"data_time": 0.02567813452333212, "eta_seconds": 256599.9778652005, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4680249009620826, "fast_rcnn/fg_cls_accuracy": 0.4853136629452419, "iteration": 10459, "loss_box_reg": 0.2750581353902817, "loss_cls": 0.24863241985440254, "loss_mask": 0.2854541130363941, "loss_rpn_cls": 0.05421318975277245, "loss_rpn_loc": 0.10093411593697965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776923172246881, "mask_rcnn/false_negative": 0.11060321324569541, "mask_rcnn/false_positive": 0.14403139245498325, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9828020031563938, "total_loss": 1.005539198871702}
{"data_time": 0.023171085165813565, "eta_seconds": 256498.23197335005, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.4492450842696629, "fast_rcnn/fg_cls_accuracy": 0.5089905532097616, "iteration": 10479, "loss_box_reg": 0.25846243649721146, "loss_cls": 0.2410280555486679, "loss_mask": 0.2828343492001295, "loss_rpn_cls": 0.049628257285803556, "loss_rpn_loc": 0.09094996773637831, "lr": 0.0001, "mask_rcnn/accuracy": 0.877077449393191, "mask_rcnn/false_negative": 0.10574229532151408, "mask_rcnn/false_positive": 0.13690884827869004, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9847915410064161, "total_loss": 0.9418575316667557}
{"data_time": 0.02275341795757413, "eta_seconds": 256560.4309779592, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.4268888888888889, "fast_rcnn/fg_cls_accuracy": 0.5292038449933187, "iteration": 10499, "loss_box_reg": 0.28101532720029354, "loss_cls": 0.23180516809225082, "loss_mask": 0.28047406300902367, "loss_rpn_cls": 0.05407173652201891, "loss_rpn_loc": 0.0966925488319248, "lr": 0.0001, "mask_rcnn/accuracy": 0.88070179939792, "mask_rcnn/false_negative": 0.10659716300171033, "mask_rcnn/false_positive": 0.1321120849910813, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0144746706355363, "total_loss": 0.9444691630778834}
{"data_time": 0.014950854936614633, "eta_seconds": 256540.65753433853, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.41154970760233917, "fast_rcnn/fg_cls_accuracy": 0.5324988689488765, "iteration": 10519, "loss_box_reg": 0.2657050210982561, "loss_cls": 0.24121603555977345, "loss_mask": 0.2871280051767826, "loss_rpn_cls": 0.053976481314748526, "loss_rpn_loc": 0.089905452914536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820650406654846, "mask_rcnn/false_negative": 0.0972986667613715, "mask_rcnn/false_positive": 0.141843202932693, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.975571870803833, "total_loss": 0.9641883142758161}
{"data_time": 0.013948955107480288, "eta_seconds": 256471.7411467852, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3856601868215097, "fast_rcnn/fg_cls_accuracy": 0.584443866041992, "iteration": 10539, "loss_box_reg": 0.2506090793758631, "loss_cls": 0.2276643104851246, "loss_mask": 0.2915627881884575, "loss_rpn_cls": 0.05572227342054248, "loss_rpn_loc": 0.0896028084680438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796504177499536, "mask_rcnn/false_negative": 0.10461173385712821, "mask_rcnn/false_positive": 0.13211207094357308, "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": 0.9914740915410221, "total_loss": 0.9566342008765787}
{"data_time": 0.01473022298887372, "eta_seconds": 256398.0314205587, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4338226990400903, "fast_rcnn/fg_cls_accuracy": 0.5141517476555839, "iteration": 10559, "loss_box_reg": 0.27374082803726196, "loss_cls": 0.2495843693614006, "loss_mask": 0.28629806265234947, "loss_rpn_cls": 0.05421037948690355, "loss_rpn_loc": 0.10094029875472188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784594888470593, "mask_rcnn/false_negative": 0.10640561162249293, "mask_rcnn/false_positive": 0.17311285510321017, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 0.9682741949800402, "total_loss": 0.9751751834992319}
{"data_time": 0.02013483177870512, "eta_seconds": 256620.52280114032, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.42514895729890767, "fast_rcnn/fg_cls_accuracy": 0.5503503246127146, "iteration": 10579, "loss_box_reg": 0.27062010392546654, "loss_cls": 0.2520713396370411, "loss_mask": 0.2972282338887453, "loss_rpn_cls": 0.05511386529542506, "loss_rpn_loc": 0.08560862112790346, "lr": 0.0001, "mask_rcnn/accuracy": 0.8680204024498938, "mask_rcnn/false_negative": 0.10511461365910624, "mask_rcnn/false_positive": 0.14824009763826024, "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": 1.019601407693699, "total_loss": 0.9623068016953766}
{"data_time": 0.022952901665121317, "eta_seconds": 256649.37387011014, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.4838515585575094, "fast_rcnn/fg_cls_accuracy": 0.4931257521058965, "iteration": 10599, "loss_box_reg": 0.25524356961250305, "loss_cls": 0.23739704303443432, "loss_mask": 0.29694351740181446, "loss_rpn_cls": 0.05601519055198878, "loss_rpn_loc": 0.08793957228772342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8583927849471276, "mask_rcnn/false_negative": 0.10607493375675636, "mask_rcnn/false_positive": 0.17042720260879812, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9897458606865257, "total_loss": 0.9314667419530451}
{"data_time": 0.019283977104350924, "eta_seconds": 256465.87165283505, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.44504839910647803, "fast_rcnn/fg_cls_accuracy": 0.5177005012531328, "iteration": 10619, "loss_box_reg": 0.2534410562366247, "loss_cls": 0.22272837720811367, "loss_mask": 0.2861521225422621, "loss_rpn_cls": 0.055791573715396225, "loss_rpn_loc": 0.09339374373666942, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768901971702802, "mask_rcnn/false_negative": 0.09850749823561339, "mask_rcnn/false_positive": 0.15381540878375954, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9811366393696517, "total_loss": 0.9057962987571955}
{"data_time": 0.016576987225562334, "eta_seconds": 256396.97234891355, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3637584281601979, "fast_rcnn/fg_cls_accuracy": 0.5926481620405102, "iteration": 10639, "loss_box_reg": 0.23882506042718887, "loss_cls": 0.21868376480415463, "loss_mask": 0.27957689575850964, "loss_rpn_cls": 0.048641209257766604, "loss_rpn_loc": 0.0844568507745862, "lr": 0.0001, "mask_rcnn/accuracy": 0.866112672846526, "mask_rcnn/false_negative": 0.09825667058031234, "mask_rcnn/false_positive": 0.16383013820484338, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9640064721461385, "total_loss": 0.8995832772925496}
{"data_time": 0.020575742004439235, "eta_seconds": 256590.01009820495, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.446995943890485, "fast_rcnn/fg_cls_accuracy": 0.526755434976618, "iteration": 10659, "loss_box_reg": 0.2672529723495245, "loss_cls": 0.24906926229596138, "loss_mask": 0.29037383012473583, "loss_rpn_cls": 0.05121465655975044, "loss_rpn_loc": 0.10105351521633565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791837207323874, "mask_rcnn/false_negative": 0.1017058145629269, "mask_rcnn/false_positive": 0.13256317887793556, "roi_head/num_bg_samples": 461.125, "roi_head/num_fg_samples": 50.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0302314748987556, "total_loss": 0.9622633884428069}
{"data_time": 0.01990877790376544, "eta_seconds": 256660.89659322985, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3758460045292785, "fast_rcnn/fg_cls_accuracy": 0.5882221322479596, "iteration": 10679, "loss_box_reg": 0.25823676213622093, "loss_cls": 0.23525709751993418, "loss_mask": 0.28321537747979164, "loss_rpn_cls": 0.05401807418093085, "loss_rpn_loc": 0.08870441140607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8674864327162388, "mask_rcnn/false_negative": 0.10927165212577349, "mask_rcnn/false_positive": 0.16016521644130285, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0050913307350129, "total_loss": 0.9347539327573031}
{"data_time": 0.016001811949536204, "eta_seconds": 256576.90068057273, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.42266819571865444, "fast_rcnn/fg_cls_accuracy": 0.5225808812765335, "iteration": 10699, "loss_box_reg": 0.2758864760398865, "loss_cls": 0.2335476651787758, "loss_mask": 0.2861235812306404, "loss_rpn_cls": 0.05300326319411397, "loss_rpn_loc": 0.09548922721296549, "lr": 0.0001, "mask_rcnn/accuracy": 0.8672835533295886, "mask_rcnn/false_negative": 0.11059390564494696, "mask_rcnn/false_positive": 0.14690419227479024, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0158814759925008, "total_loss": 0.9560621397104114}
{"data_time": 0.01691880403086543, "eta_seconds": 256564.93372628465, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.40622568093385214, "fast_rcnn/fg_cls_accuracy": 0.5200520833333333, "iteration": 10719, "loss_box_reg": 0.26394984498620033, "loss_cls": 0.24227053113281727, "loss_mask": 0.29216899164021015, "loss_rpn_cls": 0.060969558311626315, "loss_rpn_loc": 0.10402617836371064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8702645194038384, "mask_rcnn/false_negative": 0.10317678988791218, "mask_rcnn/false_positive": 0.13255486143006878, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9748200324829668, "total_loss": 0.9607047464232892}
{"data_time": 0.023420360404998064, "eta_seconds": 256545.14315749984, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4454295642744479, "fast_rcnn/fg_cls_accuracy": 0.5309850650630915, "iteration": 10739, "loss_box_reg": 0.264185830950737, "loss_cls": 0.23279544804245234, "loss_mask": 0.288835009559989, "loss_rpn_cls": 0.06075745681300759, "loss_rpn_loc": 0.08981103030964732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759076886568581, "mask_rcnn/false_negative": 0.09063080569246258, "mask_rcnn/false_positive": 0.15525046128039854, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0060872051399201, "total_loss": 0.9270087932236493}
{"data_time": 0.013231948483735323, "eta_seconds": 256543.3145868685, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.4135925731301454, "fast_rcnn/fg_cls_accuracy": 0.5553468208092486, "iteration": 10759, "loss_box_reg": 0.25987859908491373, "loss_cls": 0.24457433447241783, "loss_mask": 0.283020569011569, "loss_rpn_cls": 0.06085392623208463, "loss_rpn_loc": 0.09980352083221078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851210537634551, "mask_rcnn/false_negative": 0.09841546795835783, "mask_rcnn/false_positive": 0.12666630672649204, "roi_head/num_bg_samples": 461.625, "roi_head/num_fg_samples": 50.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0090372015256435, "total_loss": 0.9726713311392814}
{"data_time": 0.02207538648508489, "eta_seconds": 256561.9220071612, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3984311383746811, "fast_rcnn/fg_cls_accuracy": 0.5550887021475257, "iteration": 10779, "loss_box_reg": 0.2520371023565531, "loss_cls": 0.23646977730095387, "loss_mask": 0.2821319680660963, "loss_rpn_cls": 0.05215119989588857, "loss_rpn_loc": 0.07966992678120732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921594373899466, "mask_rcnn/false_negative": 0.10703315079194131, "mask_rcnn/false_positive": 0.14250104161487678, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9869562720414251, "total_loss": 0.9041704363189638}
{"data_time": 0.016112342942506075, "eta_seconds": 256503.7306778133, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4496266859344894, "fast_rcnn/fg_cls_accuracy": 0.510145403762425, "iteration": 10799, "loss_box_reg": 0.269263569265604, "loss_cls": 0.24403641186654568, "loss_mask": 0.27329894341528416, "loss_rpn_cls": 0.05630795331671834, "loss_rpn_loc": 0.08063082117587328, "lr": 0.0001, "mask_rcnn/accuracy": 0.8705009451069584, "mask_rcnn/false_negative": 0.11893928207971466, "mask_rcnn/false_positive": 0.13507846689763758, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9643286711070687, "total_loss": 0.9421543937642127}
{"data_time": 0.015570136485621333, "eta_seconds": 256546.63107111584, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3820678713963461, "fast_rcnn/fg_cls_accuracy": 0.569774011299435, "iteration": 10819, "loss_box_reg": 0.2560666808858514, "loss_cls": 0.2311945240944624, "loss_mask": 0.29155901819467545, "loss_rpn_cls": 0.05343461409211159, "loss_rpn_loc": 0.08845561277121305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840395570814653, "mask_rcnn/false_negative": 0.10457895466119538, "mask_rcnn/false_positive": 0.1175610412321469, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0080101306084543, "total_loss": 0.9352990726474673}
{"data_time": 0.01712116040289402, "eta_seconds": 256435.17439102754, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3934716599190283, "fast_rcnn/fg_cls_accuracy": 0.5501476793248945, "iteration": 10839, "loss_box_reg": 0.27026110235601664, "loss_cls": 0.244043143466115, "loss_mask": 0.29613422974944115, "loss_rpn_cls": 0.05156743689440191, "loss_rpn_loc": 0.10420272941701114, "lr": 0.0001, "mask_rcnn/accuracy": 0.8657564542349279, "mask_rcnn/false_negative": 0.13254277169159406, "mask_rcnn/false_positive": 0.1404511202934795, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9796964812558144, "total_loss": 0.9806339694187045}
{"data_time": 0.020837208488956094, "eta_seconds": 256415.38467236795, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.38259930783130686, "fast_rcnn/fg_cls_accuracy": 0.5563901819720694, "iteration": 10859, "loss_box_reg": 0.2691344637423754, "loss_cls": 0.23418473452329636, "loss_mask": 0.27861003391444683, "loss_rpn_cls": 0.050095693906769156, "loss_rpn_loc": 0.09264592174440622, "lr": 0.0001, "mask_rcnn/accuracy": 0.88226459433009, "mask_rcnn/false_negative": 0.09620397339032787, "mask_rcnn/false_positive": 0.13247673274719446, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9705854987259954, "total_loss": 0.9283439910504967}
{"data_time": 0.016295440960675478, "eta_seconds": 256462.94742109254, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.44875, "fast_rcnn/fg_cls_accuracy": 0.5077960701009028, "iteration": 10879, "loss_box_reg": 0.2806299328804016, "loss_cls": 0.24824704602360725, "loss_mask": 0.2878969796001911, "loss_rpn_cls": 0.060347497230395675, "loss_rpn_loc": 0.08296035276725888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749390885050767, "mask_rcnn/false_negative": 0.10442012643461687, "mask_rcnn/false_positive": 0.14296998876708483, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0141529131215066, "total_loss": 0.9864066098816693}
{"data_time": 0.016023789532482624, "eta_seconds": 256443.1525038788, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.43190053446870186, "fast_rcnn/fg_cls_accuracy": 0.5342512908777969, "iteration": 10899, "loss_box_reg": 0.2510928399860859, "loss_cls": 0.2229506392031908, "loss_mask": 0.2962685953825712, "loss_rpn_cls": 0.05281912977807224, "loss_rpn_loc": 0.08790103811770678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8709614142432172, "mask_rcnn/false_negative": 0.12104149199824052, "mask_rcnn/false_positive": 0.13992907652278175, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9786969830747694, "total_loss": 0.910345426062122}
{"data_time": 0.022125041112303734, "eta_seconds": 256367.02803843655, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4324379952660286, "fast_rcnn/fg_cls_accuracy": 0.531885162601626, "iteration": 10919, "loss_box_reg": 0.2592026870697737, "loss_cls": 0.2195292953401804, "loss_mask": 0.28041492216289043, "loss_rpn_cls": 0.05869036144576967, "loss_rpn_loc": 0.09166818298399448, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784863198092177, "mask_rcnn/false_negative": 0.10246501043760897, "mask_rcnn/false_positive": 0.13955191771754377, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.987240124726668, "total_loss": 0.9248956728260964}
{"data_time": 0.02036048611626029, "eta_seconds": 256365.18699612003, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.428204584040747, "fast_rcnn/fg_cls_accuracy": 0.5452624127818788, "iteration": 10939, "loss_box_reg": 0.2523803897202015, "loss_cls": 0.23478278703987598, "loss_mask": 0.2806078977882862, "loss_rpn_cls": 0.04977838275954127, "loss_rpn_loc": 0.09573946660384536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8743490739993001, "mask_rcnn/false_negative": 0.09746039531051756, "mask_rcnn/false_positive": 0.1423181258292502, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.954888116568327, "total_loss": 0.9449875885620713}
{"data_time": 0.02442453010007739, "eta_seconds": 256345.39504159242, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.39617141253317, "fast_rcnn/fg_cls_accuracy": 0.5804950045413261, "iteration": 10959, "loss_box_reg": 0.23812706023454666, "loss_cls": 0.23122170567512512, "loss_mask": 0.28332704678177834, "loss_rpn_cls": 0.04626611201092601, "loss_rpn_loc": 0.07745851995423436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731257039378975, "mask_rcnn/false_negative": 0.10215817881977393, "mask_rcnn/false_positive": 0.1470881597857206, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9689231326337904, "total_loss": 0.8905306267552078}
{"data_time": 0.023765148129314184, "eta_seconds": 256474.08907607663, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.40700629847904896, "fast_rcnn/fg_cls_accuracy": 0.5420723335205642, "iteration": 10979, "loss_box_reg": 0.2733741672709584, "loss_cls": 0.2505836468189955, "loss_mask": 0.28361934423446655, "loss_rpn_cls": 0.0536207917612046, "loss_rpn_loc": 0.10189475025981665, "lr": 0.0001, "mask_rcnn/accuracy": 0.8725490304883587, "mask_rcnn/false_negative": 0.10277261214325226, "mask_rcnn/false_positive": 0.1508011349887485, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.992888581706211, "total_loss": 0.9718490426894277}
{"data_time": 0.02361602010205388, "eta_seconds": 256276.85664175078, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4751173708920188, "fast_rcnn/fg_cls_accuracy": 0.48043974871502, "iteration": 10999, "loss_box_reg": 0.24622970167547464, "loss_cls": 0.22379464469850063, "loss_mask": 0.2878182791173458, "loss_rpn_cls": 0.051479589426890016, "loss_rpn_loc": 0.08143484778702259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8691013115079219, "mask_rcnn/false_negative": 0.11007803549077241, "mask_rcnn/false_positive": 0.1550254595677314, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9793645029421896, "total_loss": 0.888987646671012}
{"data_time": 0.015021621715277433, "eta_seconds": 256233.8274667738, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3909563156935415, "fast_rcnn/fg_cls_accuracy": 0.5764323470441703, "iteration": 11019, "loss_box_reg": 0.2956225760281086, "loss_cls": 0.2439494226127863, "loss_mask": 0.3030912894755602, "loss_rpn_cls": 0.0582012259401381, "loss_rpn_loc": 0.09202631376683712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8646762723630952, "mask_rcnn/false_negative": 0.10908197697217378, "mask_rcnn/false_positive": 0.14609941493491693, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0179601397830993, "total_loss": 0.9939741671551019}
{"data_time": 0.017183932941406965, "eta_seconds": 256304.5880833827, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.45092941635252826, "fast_rcnn/fg_cls_accuracy": 0.4830696323473209, "iteration": 11039, "loss_box_reg": 0.25202301144599915, "loss_cls": 0.22198656294494867, "loss_mask": 0.2869745194911957, "loss_rpn_cls": 0.05236329580657184, "loss_rpn_loc": 0.11135927867144346, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801898577372491, "mask_rcnn/false_negative": 0.11170684132630031, "mask_rcnn/false_positive": 0.1398019630893097, "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": 1.016937057953328, "total_loss": 0.9414337100461125}
{"data_time": 0.016449623042717576, "eta_seconds": 256305.47711324878, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.42278114634610103, "fast_rcnn/fg_cls_accuracy": 0.5567894303465828, "iteration": 11059, "loss_box_reg": 0.278916385024786, "loss_cls": 0.25258804950863123, "loss_mask": 0.28929123654961586, "loss_rpn_cls": 0.06357205705717206, "loss_rpn_loc": 0.08514066436327994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769460014972796, "mask_rcnn/false_negative": 0.1087029872465928, "mask_rcnn/false_positive": 0.1505579864592622, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9767640808131546, "total_loss": 0.9909212539205328}
{"data_time": 0.016057001426815987, "eta_seconds": 256295.96983809024, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.44730057911451526, "fast_rcnn/fg_cls_accuracy": 0.529973728206353, "iteration": 11079, "loss_box_reg": 0.24873446859419346, "loss_cls": 0.21506965532898903, "loss_mask": 0.27468630112707615, "loss_rpn_cls": 0.04594021965749562, "loss_rpn_loc": 0.07621570269111544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834450657367324, "mask_rcnn/false_negative": 0.09415555718387783, "mask_rcnn/false_positive": 0.12987841990943153, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.004492242122069, "total_loss": 0.859660436399281}
{"data_time": 0.01674553705379367, "eta_seconds": 256269.40141310915, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4080071401249522, "fast_rcnn/fg_cls_accuracy": 0.5365312180398613, "iteration": 11099, "loss_box_reg": 0.268914133310318, "loss_cls": 0.2366726128384471, "loss_mask": 0.2868765015155077, "loss_rpn_cls": 0.0514549296349287, "loss_rpn_loc": 0.09009987255558372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747700183200494, "mask_rcnn/false_negative": 0.09485891508920703, "mask_rcnn/false_positive": 0.15149833062559975, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9895209176465869, "total_loss": 0.918709279038012}
{"data_time": 0.015201016329228878, "eta_seconds": 256222.4825359136, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.39647560610595634, "fast_rcnn/fg_cls_accuracy": 0.561122094416487, "iteration": 11119, "loss_box_reg": 0.25100605748593807, "loss_cls": 0.2300177402794361, "loss_mask": 0.28607152216136456, "loss_rpn_cls": 0.04931776272132993, "loss_rpn_loc": 0.07845952408388257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731812125018776, "mask_rcnn/false_negative": 0.10704821305534853, "mask_rcnn/false_positive": 0.1653909008365229, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9945744734723121, "total_loss": 0.9374273379798979}
{"data_time": 0.014785559149459004, "eta_seconds": 255854.89699262194, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.42714394268345635, "fast_rcnn/fg_cls_accuracy": 0.5286131996658312, "iteration": 11139, "loss_box_reg": 0.2564182039350271, "loss_cls": 0.22731782123446465, "loss_mask": 0.28875698149204254, "loss_rpn_cls": 0.05051309522241354, "loss_rpn_loc": 0.09263186808675528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8732503711533596, "mask_rcnn/false_negative": 0.11321150393901147, "mask_rcnn/false_positive": 0.14908633094509957, "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": 0.9560973234474659, "total_loss": 0.9357365655014291}
{"data_time": 0.024366301018744707, "eta_seconds": 255930.81759500317, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.4526375496313103, "fast_rcnn/fg_cls_accuracy": 0.4655576022718551, "iteration": 11159, "loss_box_reg": 0.2762051187455654, "loss_cls": 0.23696610890328884, "loss_mask": 0.2773451190441847, "loss_rpn_cls": 0.05812139133922756, "loss_rpn_loc": 0.0951343271881342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816792330989822, "mask_rcnn/false_negative": 0.0965350759343809, "mask_rcnn/false_positive": 0.14400751878725132, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9873765897937119, "total_loss": 0.9108336572535336}
{"data_time": 0.01403950760141015, "eta_seconds": 256163.0984623963, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.461283962620861, "fast_rcnn/fg_cls_accuracy": 0.5332063955058608, "iteration": 11179, "loss_box_reg": 0.2733989953994751, "loss_cls": 0.2449643388390541, "loss_mask": 0.29580651596188545, "loss_rpn_cls": 0.061307855881750584, "loss_rpn_loc": 0.1123487091390416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8628556771392768, "mask_rcnn/false_negative": 0.10428004675250632, "mask_rcnn/false_positive": 0.17306644735235827, "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": 1.0050904741510749, "total_loss": 0.9881341500440612}
{"data_time": 0.013598337536677718, "eta_seconds": 256111.1183868721, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3916659113568386, "fast_rcnn/fg_cls_accuracy": 0.5649880755824619, "iteration": 11199, "loss_box_reg": 0.2581149972975254, "loss_cls": 0.23292799666523933, "loss_mask": 0.28556983917951584, "loss_rpn_cls": 0.04782854556106031, "loss_rpn_loc": 0.08611684665083885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8738062661873596, "mask_rcnn/false_negative": 0.09923909232807102, "mask_rcnn/false_positive": 0.13787669082973575, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9823463740758598, "total_loss": 0.9266187062021345}
{"data_time": 0.013795120874419808, "eta_seconds": 256073.3960569091, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3965017381387488, "fast_rcnn/fg_cls_accuracy": 0.5652309945413394, "iteration": 11219, "loss_box_reg": 0.26558178290724754, "loss_cls": 0.23517888970673084, "loss_mask": 0.2873459029942751, "loss_rpn_cls": 0.054222875740379095, "loss_rpn_loc": 0.08223243523389101, "lr": 0.0001, "mask_rcnn/accuracy": 0.8654581048837445, "mask_rcnn/false_negative": 0.10624493899487418, "mask_rcnn/false_positive": 0.15822323527113374, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9796420454513282, "total_loss": 0.9408448708127253}
{"data_time": 0.01754054194316268, "eta_seconds": 255756.0578915663, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4303243354826175, "fast_rcnn/fg_cls_accuracy": 0.5152572924564741, "iteration": 11239, "loss_box_reg": 0.2927434407174587, "loss_cls": 0.25791075080633163, "loss_mask": 0.29166089557111263, "loss_rpn_cls": 0.06766954157501459, "loss_rpn_loc": 0.12298963172361255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747639427511037, "mask_rcnn/false_negative": 0.12170761358686978, "mask_rcnn/false_positive": 0.13312299925398913, "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": 0.9666493295226246, "total_loss": 1.0273433735128492}
{"data_time": 0.017672840505838394, "eta_seconds": 255498.240229683, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4524447354843831, "fast_rcnn/fg_cls_accuracy": 0.5127024130239564, "iteration": 11259, "loss_box_reg": 0.2593573369085789, "loss_cls": 0.24194070510566235, "loss_mask": 0.30300500616431236, "loss_rpn_cls": 0.053677395451813936, "loss_rpn_loc": 0.07711641630157828, "lr": 0.0001, "mask_rcnn/accuracy": 0.8698778659773336, "mask_rcnn/false_negative": 0.11211738229767695, "mask_rcnn/false_positive": 0.16328803577081358, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9770680298097432, "total_loss": 0.9651090642437339}
{"data_time": 0.017816842766478658, "eta_seconds": 255478.49081017077, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.44011580658268995, "fast_rcnn/fg_cls_accuracy": 0.5036231884057971, "iteration": 11279, "loss_box_reg": 0.23850254528224468, "loss_cls": 0.21610868722200394, "loss_mask": 0.27411039359867573, "loss_rpn_cls": 0.04943874501623213, "loss_rpn_loc": 0.0830296992789954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764210566084121, "mask_rcnn/false_negative": 0.09296770775979064, "mask_rcnn/false_positive": 0.15075790564053498, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9825864199083298, "total_loss": 0.8799955388531089}
{"data_time": 0.016021846095100045, "eta_seconds": 255792.39109808113, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4076653486700216, "fast_rcnn/fg_cls_accuracy": 0.5375586303939963, "iteration": 11299, "loss_box_reg": 0.2861804235726595, "loss_cls": 0.24197730608284473, "loss_mask": 0.29014337807893753, "loss_rpn_cls": 0.05198636930435896, "loss_rpn_loc": 0.11347080662380904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767825861918072, "mask_rcnn/false_negative": 0.1000664796823791, "mask_rcnn/false_positive": 0.14419268445525646, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9889135069679469, "total_loss": 0.9669152486603707}
{"data_time": 0.018311270512640476, "eta_seconds": 255804.78580285795, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4001850252867892, "fast_rcnn/fg_cls_accuracy": 0.5471297744025017, "iteration": 11319, "loss_box_reg": 0.2615226311609149, "loss_cls": 0.22734383679926395, "loss_mask": 0.29174378141760826, "loss_rpn_cls": 0.054529250133782625, "loss_rpn_loc": 0.0869949790649116, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866738190407434, "mask_rcnn/false_negative": 0.10763661488097223, "mask_rcnn/false_positive": 0.13194495447407284, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9972937349230051, "total_loss": 0.9506329344585538}
{"data_time": 0.01892984821461141, "eta_seconds": 255940.43142453767, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.45313314565738716, "fast_rcnn/fg_cls_accuracy": 0.5288812428318215, "iteration": 11339, "loss_box_reg": 0.25486055575311184, "loss_cls": 0.23417347483336926, "loss_mask": 0.2791397422552109, "loss_rpn_cls": 0.04518171609379351, "loss_rpn_loc": 0.07173768430948257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793271384640813, "mask_rcnn/false_negative": 0.11162533529239799, "mask_rcnn/false_positive": 0.13980501863033307, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9886097619310021, "total_loss": 0.8966390952700749}
{"data_time": 0.015297785867005587, "eta_seconds": 255952.78075572103, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4754506714084248, "fast_rcnn/fg_cls_accuracy": 0.49404920212765957, "iteration": 11359, "loss_box_reg": 0.26559255830943584, "loss_cls": 0.23654421232640743, "loss_mask": 0.28823860734701157, "loss_rpn_cls": 0.05854571470990777, "loss_rpn_loc": 0.0940074659883976, "lr": 0.0001, "mask_rcnn/accuracy": 0.868265535380819, "mask_rcnn/false_negative": 0.1067839336868516, "mask_rcnn/false_positive": 0.1498051280616517, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9967810271773487, "total_loss": 0.950751616852358}
{"data_time": 0.014847556129097939, "eta_seconds": 255713.2902426971, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40944634452921747, "fast_rcnn/fg_cls_accuracy": 0.5388674705383754, "iteration": 11379, "loss_box_reg": 0.2502466570585966, "loss_cls": 0.22809776104986668, "loss_mask": 0.2887428682297468, "loss_rpn_cls": 0.05445665307343006, "loss_rpn_loc": 0.08101988327689469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8750212526624654, "mask_rcnn/false_negative": 0.11298080799965662, "mask_rcnn/false_positive": 0.13844694117159195, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.9757796754129231, "total_loss": 0.8746188078075647}
{"data_time": 0.01349501358345151, "eta_seconds": 255895.27869354934, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.4030991591967202, "fast_rcnn/fg_cls_accuracy": 0.535800859529673, "iteration": 11399, "loss_box_reg": 0.2626306936144829, "loss_cls": 0.25101798586547375, "loss_mask": 0.3018702156841755, "loss_rpn_cls": 0.04625876969657838, "loss_rpn_loc": 0.07644962891936302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739722587641328, "mask_rcnn/false_negative": 0.11294730645468026, "mask_rcnn/false_positive": 0.13403448875504675, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0225209628697485, "total_loss": 0.9460360481170937}
{"data_time": 0.015107744140550494, "eta_seconds": 255875.48787539825, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.4174026665376146, "fast_rcnn/fg_cls_accuracy": 0.5300245098039216, "iteration": 11419, "loss_box_reg": 0.25244164653122425, "loss_cls": 0.2333902344107628, "loss_mask": 0.2737616542726755, "loss_rpn_cls": 0.04771566577255726, "loss_rpn_loc": 0.07336524687707424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799318051164128, "mask_rcnn/false_negative": 0.10076880467728534, "mask_rcnn/false_positive": 0.13310835985193742, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9863180913962424, "total_loss": 0.8636607425287366}
{"data_time": 0.02183966781012714, "eta_seconds": 255905.76747715473, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.4431147522484399, "fast_rcnn/fg_cls_accuracy": 0.5063075654947496, "iteration": 11439, "loss_box_reg": 0.2567762229591608, "loss_cls": 0.24810495041310787, "loss_mask": 0.2944220080971718, "loss_rpn_cls": 0.055247189942747355, "loss_rpn_loc": 0.08680397877469659, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822624932538725, "mask_rcnn/false_negative": 0.10642087885238771, "mask_rcnn/false_positive": 0.11789265709460506, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0038269434589893, "total_loss": 0.9740522436331958}
{"data_time": 0.02263680100440979, "eta_seconds": 255853.8197362516, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.4233863636363636, "fast_rcnn/fg_cls_accuracy": 0.5490050171937538, "iteration": 11459, "loss_box_reg": 0.25583431124687195, "loss_cls": 0.2351633571088314, "loss_mask": 0.2770778089761734, "loss_rpn_cls": 0.052982750814408064, "loss_rpn_loc": 0.07816049456596375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8690938016758087, "mask_rcnn/false_negative": 0.10991472095507743, "mask_rcnn/false_positive": 0.15022679225069108, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9607570820953697, "total_loss": 0.8809855652507395}
{"data_time": 0.022322309901937842, "eta_seconds": 255866.17809480987, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.43546576879910215, "fast_rcnn/fg_cls_accuracy": 0.5534463034463035, "iteration": 11479, "loss_box_reg": 0.27024308405816555, "loss_cls": 0.2352429199963808, "loss_mask": 0.28432895988225937, "loss_rpn_cls": 0.05603355658240616, "loss_rpn_loc": 0.09270499530248344, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791926492819351, "mask_rcnn/false_negative": 0.11294425439336842, "mask_rcnn/false_positive": 0.11954897826506114, "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": 1.0019054803997278, "total_loss": 0.9571795156225562}
{"data_time": 0.023529856000095606, "eta_seconds": 255846.38340363745, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.40541362530413627, "fast_rcnn/fg_cls_accuracy": 0.54362889255932, "iteration": 11499, "loss_box_reg": 0.24280213098973036, "loss_cls": 0.20929204858839512, "loss_mask": 0.27868407033383846, "loss_rpn_cls": 0.049623961094766855, "loss_rpn_loc": 0.07246334152296185, "lr": 0.0001, "mask_rcnn/accuracy": 0.898854497518336, "mask_rcnn/false_negative": 0.09842357831356366, "mask_rcnn/false_positive": 0.11530309343549436, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 1.006910658441484, "total_loss": 0.8359060992952436}
{"data_time": 0.01648101327009499, "eta_seconds": 255826.58871246502, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.45365952136250187, "fast_rcnn/fg_cls_accuracy": 0.481098554442403, "iteration": 11519, "loss_box_reg": 0.2636606674641371, "loss_cls": 0.23040596581995487, "loss_mask": 0.29612806998193264, "loss_rpn_cls": 0.05558157619088888, "loss_rpn_loc": 0.09671113267540932, "lr": 0.0001, "mask_rcnn/accuracy": 0.865212297324945, "mask_rcnn/false_negative": 0.1063642508409827, "mask_rcnn/false_positive": 0.15015406872510487, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9753152481280267, "total_loss": 0.9082465281244367}
{"data_time": 0.018595534609630704, "eta_seconds": 255806.7940212926, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.42012224352828376, "fast_rcnn/fg_cls_accuracy": 0.5562637362637363, "iteration": 11539, "loss_box_reg": 0.26306199841201305, "loss_cls": 0.24574867449700832, "loss_mask": 0.2886676285415888, "loss_rpn_cls": 0.05595802399329841, "loss_rpn_loc": 0.09117133915424347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8708383468442126, "mask_rcnn/false_negative": 0.10247322106796847, "mask_rcnn/false_positive": 0.13917875156591308, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9883757771458477, "total_loss": 0.9310127214994282}
{"data_time": 0.013728299411013722, "eta_seconds": 255814.07532330602, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4601730068051312, "fast_rcnn/fg_cls_accuracy": 0.5074224021592442, "iteration": 11559, "loss_box_reg": 0.26132924295961857, "loss_cls": 0.22965705581009388, "loss_mask": 0.29202362336218357, "loss_rpn_cls": 0.060459279688075185, "loss_rpn_loc": 0.10373118007555604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789069929046887, "mask_rcnn/false_negative": 0.1225440705770035, "mask_rcnn/false_positive": 0.14375498319205815, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.99123575235717, "total_loss": 0.943014615913853}
{"data_time": 0.015457526315003633, "eta_seconds": 255896.12458974123, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.40619981245351755, "fast_rcnn/fg_cls_accuracy": 0.5362420531139036, "iteration": 11579, "loss_box_reg": 0.22731231711804867, "loss_cls": 0.2086435668170452, "loss_mask": 0.2785085327923298, "loss_rpn_cls": 0.04695934650953859, "loss_rpn_loc": 0.07303881412371993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816234828492604, "mask_rcnn/false_negative": 0.11399616878970599, "mask_rcnn/false_positive": 0.12941224874234297, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 1.0429659981746227, "total_loss": 0.8490489308023825}
{"data_time": 0.02370456256903708, "eta_seconds": 256028.3057615161, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.4131510704911293, "fast_rcnn/fg_cls_accuracy": 0.5253166233903874, "iteration": 11599, "loss_box_reg": 0.2599177733063698, "loss_cls": 0.22202287800610065, "loss_mask": 0.29463573358953, "loss_rpn_cls": 0.06105567188933492, "loss_rpn_loc": 0.09137750777881593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8750294924396509, "mask_rcnn/false_negative": 0.09967554876421521, "mask_rcnn/false_positive": 0.14458940491693967, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.026067815022543, "total_loss": 0.9202001551166177}
{"data_time": 0.012168223736807704, "eta_seconds": 256348.01159645896, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3550239822900012, "fast_rcnn/fg_cls_accuracy": 0.6084787632480675, "iteration": 11619, "loss_box_reg": 0.2794280517846346, "loss_cls": 0.23013089131563902, "loss_mask": 0.29526316933333874, "loss_rpn_cls": 0.05249623488634825, "loss_rpn_loc": 0.0911786719225347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796874240493744, "mask_rcnn/false_negative": 0.11325180573893964, "mask_rcnn/false_positive": 0.1392571426216901, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.0394799273926765, "total_loss": 0.9666768882889301}
{"data_time": 0.013961338205263019, "eta_seconds": 256328.1688832771, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.43813291139240507, "fast_rcnn/fg_cls_accuracy": 0.5261843835519067, "iteration": 11639, "loss_box_reg": 0.2881853114813566, "loss_cls": 0.2597408648580313, "loss_mask": 0.3030217234045267, "loss_rpn_cls": 0.06949313962832093, "loss_rpn_loc": 0.13056311151012778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8728127923949249, "mask_rcnn/false_negative": 0.09884190194449897, "mask_rcnn/false_positive": 0.15281329295664373, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9590430303942412, "total_loss": 1.0563017826061696}
{"data_time": 0.022849428234621882, "eta_seconds": 256206.0064506065, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39714183087027916, "fast_rcnn/fg_cls_accuracy": 0.5275287356321838, "iteration": 11659, "loss_box_reg": 0.22963684611022472, "loss_cls": 0.22876762319356203, "loss_mask": 0.2903165724128485, "loss_rpn_cls": 0.048270551254972816, "loss_rpn_loc": 0.0829885764978826, "lr": 0.0001, "mask_rcnn/accuracy": 0.86344527556465, "mask_rcnn/false_negative": 0.0955486935336882, "mask_rcnn/false_positive": 0.17859216015944585, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0238658187445253, "total_loss": 0.8399514411576092}
{"data_time": 0.017697663512080908, "eta_seconds": 256054.22981973737, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.35248447204968947, "fast_rcnn/fg_cls_accuracy": 0.5970371888592836, "iteration": 11679, "loss_box_reg": 0.2509929407387972, "loss_cls": 0.22979313135147095, "loss_mask": 0.3001339752227068, "loss_rpn_cls": 0.05335623153951019, "loss_rpn_loc": 0.0802343983668834, "lr": 0.0001, "mask_rcnn/accuracy": 0.887061505702379, "mask_rcnn/false_negative": 0.0948017805537755, "mask_rcnn/false_positive": 0.1411728727946478, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9924505765084177, "total_loss": 0.9260619988199323}
{"data_time": 0.018972662510350347, "eta_seconds": 255957.99080114812, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.436136715882209, "fast_rcnn/fg_cls_accuracy": 0.521149052348356, "iteration": 11699, "loss_box_reg": 0.25384187512099743, "loss_cls": 0.23231511004269123, "loss_mask": 0.28293692134320736, "loss_rpn_cls": 0.05590237211436033, "loss_rpn_loc": 0.09231751109473407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809488568615428, "mask_rcnn/false_negative": 0.10235345508364134, "mask_rcnn/false_positive": 0.13548521318791407, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9882663988973945, "total_loss": 0.9025927479378879}
{"data_time": 0.01353682903572917, "eta_seconds": 256146.50207502767, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3618208308162467, "fast_rcnn/fg_cls_accuracy": 0.6032786885245902, "iteration": 11719, "loss_box_reg": 0.2447183057665825, "loss_cls": 0.222402086481452, "loss_mask": 0.28052105009555817, "loss_rpn_cls": 0.04981916304677725, "loss_rpn_loc": 0.09058381500653923, "lr": 0.0001, "mask_rcnn/accuracy": 0.888242134424864, "mask_rcnn/false_negative": 0.09276385974810908, "mask_rcnn/false_positive": 0.1290241950561536, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9913470637984574, "total_loss": 0.9141114996746182}
{"data_time": 0.017356930067762733, "eta_seconds": 256210.02227992285, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.43534947943118335, "fast_rcnn/fg_cls_accuracy": 0.5196244921279838, "iteration": 11739, "loss_box_reg": 0.26485914271324873, "loss_cls": 0.2429462969303131, "loss_mask": 0.288008333183825, "loss_rpn_cls": 0.04167057597078383, "loss_rpn_loc": 0.07907833030913025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8706366716570798, "mask_rcnn/false_negative": 0.10231656924718008, "mask_rcnn/false_positive": 0.1386788062923618, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0057983663864434, "total_loss": 0.968317948456388}
{"data_time": 0.013502100016921759, "eta_seconds": 255996.24083518982, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.4412295901060719, "fast_rcnn/fg_cls_accuracy": 0.543799334415138, "iteration": 11759, "loss_box_reg": 0.26271642185747623, "loss_cls": 0.24968157336115837, "loss_mask": 0.2897727619856596, "loss_rpn_cls": 0.058639608789235353, "loss_rpn_loc": 0.09807659639045596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812646018003161, "mask_rcnn/false_negative": 0.1107961932378943, "mask_rcnn/false_positive": 0.11999461181761326, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9959127900656313, "total_loss": 0.9731436704751104}
{"data_time": 0.015302102779969573, "eta_seconds": 256189.26989100408, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.451063829787234, "fast_rcnn/fg_cls_accuracy": 0.5252525252525253, "iteration": 11779, "loss_box_reg": 0.2597668804228306, "loss_cls": 0.24755879305303097, "loss_mask": 0.286327688023448, "loss_rpn_cls": 0.04827258596196771, "loss_rpn_loc": 0.07832677895203233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8549694709533645, "mask_rcnn/false_negative": 0.12147541080790866, "mask_rcnn/false_positive": 0.16552195878619866, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9991294431965798, "total_loss": 0.9365194402635098}
{"data_time": 0.013963494915515184, "eta_seconds": 256357.59304789826, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.412962962962963, "fast_rcnn/fg_cls_accuracy": 0.5606622189276007, "iteration": 11799, "loss_box_reg": 0.25659842416644096, "loss_cls": 0.23069032840430737, "loss_mask": 0.2918093390762806, "loss_rpn_cls": 0.05138458567671478, "loss_rpn_loc": 0.08776940731331706, "lr": 0.0001, "mask_rcnn/accuracy": 0.880494539405624, "mask_rcnn/false_negative": 0.10485550002574678, "mask_rcnn/false_positive": 0.13960472952420933, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.010353576624766, "total_loss": 0.9454981668386608}
{"data_time": 0.01607614802196622, "eta_seconds": 256176.00312215276, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4261405261405261, "fast_rcnn/fg_cls_accuracy": 0.5029602750190986, "iteration": 11819, "loss_box_reg": 0.25073178485035896, "loss_cls": 0.23392480425536633, "loss_mask": 0.28576013073325157, "loss_rpn_cls": 0.05257774516940117, "loss_rpn_loc": 0.08008043200243264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759826454166573, "mask_rcnn/false_negative": 0.1032641989776277, "mask_rcnn/false_positive": 0.13739843688635636, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9983985044527799, "total_loss": 0.9044567241799086}
{"data_time": 0.01467084651812911, "eta_seconds": 256466.1159133725, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.42843488649940265, "fast_rcnn/fg_cls_accuracy": 0.5348134616735755, "iteration": 11839, "loss_box_reg": 0.25390725303441286, "loss_cls": 0.22948569990694523, "loss_mask": 0.2733479645103216, "loss_rpn_cls": 0.043220978404860944, "loss_rpn_loc": 0.06640004203654826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814300645853579, "mask_rcnn/false_negative": 0.09915661887447844, "mask_rcnn/false_positive": 0.13358918687160407, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0017801828216761, "total_loss": 0.882797458616551}
{"data_time": 0.016330051701515913, "eta_seconds": 256216.92073042504, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4158773291925466, "fast_rcnn/fg_cls_accuracy": 0.5439046768834004, "iteration": 11859, "loss_box_reg": 0.25381819531321526, "loss_cls": 0.2236993545666337, "loss_mask": 0.2782405875623226, "loss_rpn_cls": 0.058814539574086666, "loss_rpn_loc": 0.08931820699945092, "lr": 0.0001, "mask_rcnn/accuracy": 0.8718368495768181, "mask_rcnn/false_negative": 0.1252818159950113, "mask_rcnn/false_positive": 0.13342933163164133, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9681571845430881, "total_loss": 0.9280280625680462}
{"data_time": 0.016792812617495656, "eta_seconds": 256116.46884301677, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.4223317236621662, "fast_rcnn/fg_cls_accuracy": 0.5691041687198186, "iteration": 11879, "loss_box_reg": 0.2499275542795658, "loss_cls": 0.23038798104971647, "loss_mask": 0.2870726026594639, "loss_rpn_cls": 0.05016755417454988, "loss_rpn_loc": 0.06803117110393941, "lr": 0.0001, "mask_rcnn/accuracy": 0.867989120950191, "mask_rcnn/false_negative": 0.11084744176993513, "mask_rcnn/false_positive": 0.14509313513660635, "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": 1.0001504935789853, "total_loss": 0.8621075220871717}
{"data_time": 0.015849605202674866, "eta_seconds": 256177.21872054972, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.45197939772171886, "fast_rcnn/fg_cls_accuracy": 0.5277317353053679, "iteration": 11899, "loss_box_reg": 0.27506287675350904, "loss_cls": 0.24333093501627445, "loss_mask": 0.28568229265511036, "loss_rpn_cls": 0.05706945224665105, "loss_rpn_loc": 0.10620369296520948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768587431089934, "mask_rcnn/false_negative": 0.10360350528227674, "mask_rcnn/false_positive": 0.13657460260959098, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9949743018951267, "total_loss": 0.9610493956133723}
{"data_time": 0.016022279392927885, "eta_seconds": 256076.77932359278, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3790546802594995, "fast_rcnn/fg_cls_accuracy": 0.5874204783736716, "iteration": 11919, "loss_box_reg": 0.25430385768413544, "loss_cls": 0.22770357318222523, "loss_mask": 0.2902400381863117, "loss_rpn_cls": 0.05339821521192789, "loss_rpn_loc": 0.07978779531549662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739944526544492, "mask_rcnn/false_negative": 0.08989672797748643, "mask_rcnn/false_positive": 0.14529621772266857, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9726995860692114, "total_loss": 0.9086384368129075}
{"data_time": 0.024839667603373528, "eta_seconds": 256056.9345638808, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.44656774580335734, "fast_rcnn/fg_cls_accuracy": 0.5522332134292566, "iteration": 11939, "loss_box_reg": 0.2707159058190882, "loss_cls": 0.2501606661826372, "loss_mask": 0.2993770092725754, "loss_rpn_cls": 0.05782980099320412, "loss_rpn_loc": 0.09417477762326598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8623363273124554, "mask_rcnn/false_negative": 0.10662273411243828, "mask_rcnn/false_positive": 0.14852753589174505, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.962264098925516, "total_loss": 0.988768367562443}
{"data_time": 0.017141081392765045, "eta_seconds": 256117.66570573673, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.44466827827021216, "fast_rcnn/fg_cls_accuracy": 0.5052774668159283, "iteration": 11959, "loss_box_reg": 0.22228943556547165, "loss_cls": 0.2241674903780222, "loss_mask": 0.2678372338414192, "loss_rpn_cls": 0.04957543546333909, "loss_rpn_loc": 0.08551902906037867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784262637055953, "mask_rcnn/false_negative": 0.09556425330467896, "mask_rcnn/false_positive": 0.12351376254725763, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9664726799819618, "total_loss": 0.8269558992469683}
{"data_time": 0.01374278636649251, "eta_seconds": 256327.03450561035, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4294372294372294, "fast_rcnn/fg_cls_accuracy": 0.49047574728155485, "iteration": 11979, "loss_box_reg": 0.2794759888201952, "loss_cls": 0.24004093185067177, "loss_mask": 0.28675536438822746, "loss_rpn_cls": 0.0627428989391774, "loss_rpn_loc": 0.1050657257437706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764135986346575, "mask_rcnn/false_negative": 0.11435257261411648, "mask_rcnn/false_positive": 0.13804690803831482, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0115979262627661, "total_loss": 0.9893312838394195}
{"data_time": 0.017972822533920407, "eta_seconds": 256449.80057235807, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4229118408502521, "fast_rcnn/fg_cls_accuracy": 0.5083081570996979, "iteration": 11999, "loss_box_reg": 0.25644539203494787, "loss_cls": 0.2262102635577321, "loss_mask": 0.2884982395917177, "loss_rpn_cls": 0.05456230347044766, "loss_rpn_loc": 0.08688643714413047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813243682703787, "mask_rcnn/false_negative": 0.10238132020096483, "mask_rcnn/false_positive": 0.13172453310102653, "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": 1.0037984480150044, "total_loss": 0.9301748394500464}
{"data_time": 0.017200165893882513, "eta_seconds": 256404.7119706357, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4318391115926327, "fast_rcnn/fg_cls_accuracy": 0.5160742895691037, "iteration": 12019, "loss_box_reg": 0.25837031938135624, "loss_cls": 0.2386501431465149, "loss_mask": 0.288575341925025, "loss_rpn_cls": 0.04746741568669677, "loss_rpn_loc": 0.08048733067698777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8604253271543955, "mask_rcnn/false_negative": 0.11595605650053087, "mask_rcnn/false_positive": 0.15733403965680082, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9805811988189816, "total_loss": 0.9244054015725851}
{"data_time": 0.01807500934228301, "eta_seconds": 256381.06592882425, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4067185877466251, "fast_rcnn/fg_cls_accuracy": 0.5576103500761035, "iteration": 12039, "loss_box_reg": 0.27338517270982265, "loss_cls": 0.24814890883862972, "loss_mask": 0.27784656547009945, "loss_rpn_cls": 0.05516137508675456, "loss_rpn_loc": 0.08494008285924792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873361888786826, "mask_rcnn/false_negative": 0.09326723740947716, "mask_rcnn/false_positive": 0.1365830599880486, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9861228794325143, "total_loss": 0.9447895479388535}
{"data_time": 0.02111241710372269, "eta_seconds": 256497.3529358441, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3828030823224231, "fast_rcnn/fg_cls_accuracy": 0.5321871513878864, "iteration": 12059, "loss_box_reg": 0.2546125650405884, "loss_cls": 0.23429734725505114, "loss_mask": 0.2755787894129753, "loss_rpn_cls": 0.047255102545022964, "loss_rpn_loc": 0.0852302648127079, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820279961474385, "mask_rcnn/false_negative": 0.0970730796147835, "mask_rcnn/false_positive": 0.13605097074920608, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0461694339755923, "total_loss": 0.9112749410560355}
{"data_time": 0.020784857450053096, "eta_seconds": 256427.98791587353, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3936311527613502, "fast_rcnn/fg_cls_accuracy": 0.5263859705834815, "iteration": 12079, "loss_box_reg": 0.254741657525301, "loss_cls": 0.23426419403403997, "loss_mask": 0.27352299913764, "loss_rpn_cls": 0.061335932929068804, "loss_rpn_loc": 0.09237087005749345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883178752126304, "mask_rcnn/false_negative": 0.09570391363357758, "mask_rcnn/false_positive": 0.14306926744430876, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9906735115218908, "total_loss": 0.9066946597304195}
{"data_time": 0.015499191358685493, "eta_seconds": 256457.5766540831, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.41152255639097746, "fast_rcnn/fg_cls_accuracy": 0.5163817663817664, "iteration": 12099, "loss_box_reg": 0.2586390543729067, "loss_cls": 0.228171581402421, "loss_mask": 0.2800383176654577, "loss_rpn_cls": 0.0618277071043849, "loss_rpn_loc": 0.10017947084270418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772557634164777, "mask_rcnn/false_negative": 0.09249590561491, "mask_rcnn/false_positive": 0.1600720020525055, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9943639871198684, "total_loss": 0.9025249823462218}
{"data_time": 0.021291816141456366, "eta_seconds": 256309.92778418586, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.4059620596205962, "fast_rcnn/fg_cls_accuracy": 0.5667344173441734, "iteration": 12119, "loss_box_reg": 0.2370432522147894, "loss_cls": 0.21055271290242672, "loss_mask": 0.2873629815876484, "loss_rpn_cls": 0.05048538162373006, "loss_rpn_loc": 0.07895739981904626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8701188160676278, "mask_rcnn/false_negative": 0.09952695562081601, "mask_rcnn/false_positive": 0.17198839344495656, "roi_head/num_bg_samples": 460.125, "roi_head/num_fg_samples": 51.875, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9777422256302088, "total_loss": 0.8677183971740305}
{"data_time": 0.014813330257311463, "eta_seconds": 256466.2375357747, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4489646210596915, "fast_rcnn/fg_cls_accuracy": 0.5263690476190477, "iteration": 12139, "loss_box_reg": 0.255416895262897, "loss_cls": 0.23458706587553024, "loss_mask": 0.2907606326043606, "loss_rpn_cls": 0.05139912059530616, "loss_rpn_loc": 0.10552781261503696, "lr": 0.0001, "mask_rcnn/accuracy": 0.872206275753166, "mask_rcnn/false_negative": 0.12000130443653043, "mask_rcnn/false_positive": 0.14561285249431521, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9914014129899442, "total_loss": 0.9402706969995052}
{"data_time": 0.01586430659517646, "eta_seconds": 256348.45069877803, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.4156028368794326, "fast_rcnn/fg_cls_accuracy": 0.521209908642459, "iteration": 12159, "loss_box_reg": 0.24816876277327538, "loss_cls": 0.22872261703014374, "loss_mask": 0.30173129588365555, "loss_rpn_cls": 0.04900226288009435, "loss_rpn_loc": 0.09212178201414645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8627142676110705, "mask_rcnn/false_negative": 0.11672249043667446, "mask_rcnn/false_positive": 0.1649710922331022, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 0.9833356363233179, "total_loss": 0.9459008071571589}
{"data_time": 0.013990132370963693, "eta_seconds": 256250.29308716767, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.4594614328689506, "fast_rcnn/fg_cls_accuracy": 0.494007769237127, "iteration": 12179, "loss_box_reg": 0.24585220776498318, "loss_cls": 0.21293003112077713, "loss_mask": 0.280814116820693, "loss_rpn_cls": 0.05072029074653983, "loss_rpn_loc": 0.07838926883414388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8720752434299959, "mask_rcnn/false_negative": 0.11877868548881007, "mask_rcnn/false_positive": 0.13927323408213177, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.973101994022727, "total_loss": 0.8848146148957312}
{"data_time": 0.02002223301678896, "eta_seconds": 256230.41485482827, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4293137522148017, "fast_rcnn/fg_cls_accuracy": 0.5487682295216028, "iteration": 12199, "loss_box_reg": 0.2686738893389702, "loss_cls": 0.2375183440744877, "loss_mask": 0.2964487951248884, "loss_rpn_cls": 0.052956268191337585, "loss_rpn_loc": 0.08752793655730784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757034293943038, "mask_rcnn/false_negative": 0.10654809058633397, "mask_rcnn/false_positive": 0.14229659585739346, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9605818518903106, "total_loss": 0.9626294374465942}
{"data_time": 0.024234937969595194, "eta_seconds": 256210.53662248887, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.4442481884057971, "fast_rcnn/fg_cls_accuracy": 0.5112456747404844, "iteration": 12219, "loss_box_reg": 0.24904091469943523, "loss_cls": 0.23148634284734726, "loss_mask": 0.29353893361985683, "loss_rpn_cls": 0.06230163434520364, "loss_rpn_loc": 0.08710701996460557, "lr": 0.0001, "mask_rcnn/accuracy": 0.877390591742343, "mask_rcnn/false_negative": 0.09210993233492672, "mask_rcnn/false_positive": 0.16561570691443314, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9879245886113495, "total_loss": 0.9175271519925445}
{"data_time": 0.0157541970256716, "eta_seconds": 256268.91348168254, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.39794211566729176, "fast_rcnn/fg_cls_accuracy": 0.5461709036192286, "iteration": 12239, "loss_box_reg": 0.24917899072170258, "loss_cls": 0.22459728363901377, "loss_mask": 0.26656871661543846, "loss_rpn_cls": 0.0494001149199903, "loss_rpn_loc": 0.07458417257294059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835926455829175, "mask_rcnn/false_negative": 0.10049198388875547, "mask_rcnn/false_positive": 0.14988321625719486, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9810805697925389, "total_loss": 0.8493744204752147}
{"data_time": 0.01602413854561746, "eta_seconds": 256519.486010056, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.39653356798707484, "fast_rcnn/fg_cls_accuracy": 0.5649380208698088, "iteration": 12259, "loss_box_reg": 0.24805227015167475, "loss_cls": 0.24222428910434246, "loss_mask": 0.2739684749394655, "loss_rpn_cls": 0.0450249956920743, "loss_rpn_loc": 0.09258739184588194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8725721813633553, "mask_rcnn/false_negative": 0.09449838886453929, "mask_rcnn/false_positive": 0.14744287257224012, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0233601576182991, "total_loss": 0.9028205901850015}
{"data_time": 0.016588409431278706, "eta_seconds": 256576.39032450505, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.433336798156714, "fast_rcnn/fg_cls_accuracy": 0.5227904490377762, "iteration": 12279, "loss_box_reg": 0.25585965998470783, "loss_cls": 0.245349976234138, "loss_mask": 0.28357328101992607, "loss_rpn_cls": 0.046964786597527564, "loss_rpn_loc": 0.08160144346766174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8707303993866071, "mask_rcnn/false_negative": 0.122497319134722, "mask_rcnn/false_positive": 0.14728877962760456, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9956855685450137, "total_loss": 0.9255407243035734}
{"data_time": 0.014582531992346048, "eta_seconds": 256556.47907273378, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.37497806632742586, "fast_rcnn/fg_cls_accuracy": 0.5843291963025887, "iteration": 12299, "loss_box_reg": 0.26065427251160145, "loss_cls": 0.22963236272335052, "loss_mask": 0.2771681286394596, "loss_rpn_cls": 0.05721105623524636, "loss_rpn_loc": 0.08982319198548794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837836448076388, "mask_rcnn/false_negative": 0.09378915384162928, "mask_rcnn/false_positive": 0.13924977214061762, "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": 0.994046518811956, "total_loss": 0.9284455804154277}
{"data_time": 0.013549996307119727, "eta_seconds": 256249.61606776342, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.48534475147876754, "fast_rcnn/fg_cls_accuracy": 0.5052547301774277, "iteration": 12319, "loss_box_reg": 0.2600503284484148, "loss_cls": 0.22457098960876465, "loss_mask": 0.2828965950757265, "loss_rpn_cls": 0.04822521295864135, "loss_rpn_loc": 0.08574778283946216, "lr": 0.0001, "mask_rcnn/accuracy": 0.8733559059395494, "mask_rcnn/false_negative": 0.09473450548193461, "mask_rcnn/false_positive": 0.15742118596535354, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9771199550013989, "total_loss": 0.8990215864032507}
{"data_time": 0.013910613488405943, "eta_seconds": 256516.65656919125, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.43224467701190905, "fast_rcnn/fg_cls_accuracy": 0.5493504150126308, "iteration": 12339, "loss_box_reg": 0.2629619613289833, "loss_cls": 0.24714529421180487, "loss_mask": 0.2892117705196142, "loss_rpn_cls": 0.04972680425271392, "loss_rpn_loc": 0.08195211039856076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819026484151024, "mask_rcnn/false_negative": 0.10728511439544085, "mask_rcnn/false_positive": 0.15226369060138983, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0160571574233472, "total_loss": 0.9387539385352284}
{"data_time": 0.015616659773513675, "eta_seconds": 256186.5758883208, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.41461005454813504, "fast_rcnn/fg_cls_accuracy": 0.5509066784608581, "iteration": 12359, "loss_box_reg": 0.24773521907627583, "loss_cls": 0.22792353574186563, "loss_mask": 0.2862602286040783, "loss_rpn_cls": 0.05230524460785091, "loss_rpn_loc": 0.10010208934545517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842587824950077, "mask_rcnn/false_negative": 0.09880533034938538, "mask_rcnn/false_positive": 0.11477132899013662, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9813438612036407, "total_loss": 0.9260211691725999}
{"data_time": 0.018424727022647858, "eta_seconds": 256189.94912828784, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.418333964885689, "fast_rcnn/fg_cls_accuracy": 0.544640966759499, "iteration": 12379, "loss_box_reg": 0.26897750049829483, "loss_cls": 0.2286828812211752, "loss_mask": 0.29473430290818214, "loss_rpn_cls": 0.06408431637100875, "loss_rpn_loc": 0.09669589856639504, "lr": 0.0001, "mask_rcnn/accuracy": 0.878356736064476, "mask_rcnn/false_negative": 0.11319903366058642, "mask_rcnn/false_positive": 0.1442456085625804, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9928363871295005, "total_loss": 0.9289641682989895}
{"data_time": 0.014294293709099293, "eta_seconds": 256052.2039823234, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.37923778349310266, "fast_rcnn/fg_cls_accuracy": 0.6086942992282798, "iteration": 12399, "loss_box_reg": 0.2645188122987747, "loss_cls": 0.24162796698510647, "loss_mask": 0.28067876026034355, "loss_rpn_cls": 0.05055588553659618, "loss_rpn_loc": 0.07873036642558873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827671636963086, "mask_rcnn/false_negative": 0.09421042307370733, "mask_rcnn/false_positive": 0.1351035840725503, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.987231842475012, "total_loss": 0.9110640035942197}
{"data_time": 0.015025288332253695, "eta_seconds": 256126.91436622292, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.439083820662768, "fast_rcnn/fg_cls_accuracy": 0.534171826625387, "iteration": 12419, "loss_box_reg": 0.2805602289736271, "loss_cls": 0.2457757666707039, "loss_mask": 0.29056023247539997, "loss_rpn_cls": 0.050990116549655795, "loss_rpn_loc": 0.10147972032427788, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697740080013698, "mask_rcnn/false_negative": 0.1183905402567067, "mask_rcnn/false_positive": 0.15016391514969613, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9994558405596763, "total_loss": 0.9975980052258819}
{"data_time": 0.016252348897978663, "eta_seconds": 255948.46527251415, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.5734199134199134, "iteration": 12439, "loss_box_reg": 0.271451186388731, "loss_cls": 0.23095045797526836, "loss_mask": 0.278915211558342, "loss_rpn_cls": 0.04823941015638411, "loss_rpn_loc": 0.09600469702854753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8765772814526351, "mask_rcnn/false_negative": 0.10952003291999779, "mask_rcnn/false_positive": 0.14850069643609243, "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": 0.9661926834378392, "total_loss": 0.9540852828649804}
{"data_time": 0.020550956716760993, "eta_seconds": 255971.9978344161, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.38248169729568204, "fast_rcnn/fg_cls_accuracy": 0.5810086583702219, "iteration": 12459, "loss_box_reg": 0.2760349530726671, "loss_cls": 0.22720476612448692, "loss_mask": 0.27602182887494564, "loss_rpn_cls": 0.04874559456948191, "loss_rpn_loc": 0.0973961059935391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8699662818438993, "mask_rcnn/false_negative": 0.11279595568953019, "mask_rcnn/false_positive": 0.14504530418592587, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9885034554172307, "total_loss": 0.9340369005221874}
{"data_time": 0.014518374809995294, "eta_seconds": 255946.9866107963, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.43953465346534654, "fast_rcnn/fg_cls_accuracy": 0.5304334071496362, "iteration": 12479, "loss_box_reg": 0.2704548966139555, "loss_cls": 0.22738509997725487, "loss_mask": 0.2810547910630703, "loss_rpn_cls": 0.04342805012129247, "loss_rpn_loc": 0.07611867997911759, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785562190841865, "mask_rcnn/false_negative": 0.11922675180170313, "mask_rcnn/false_positive": 0.12554442191234527, "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": 0.9826159104704857, "total_loss": 0.9025524501921609}
{"data_time": 0.026737023377791047, "eta_seconds": 255900.31358471606, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.4015141626419527, "fast_rcnn/fg_cls_accuracy": 0.5547712321679356, "iteration": 12499, "loss_box_reg": 0.2486852235160768, "loss_cls": 0.23867743462324142, "loss_mask": 0.27269080840051174, "loss_rpn_cls": 0.04449272539932281, "loss_rpn_loc": 0.08580875466577709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697835131723497, "mask_rcnn/false_negative": 0.10559413190869174, "mask_rcnn/false_positive": 0.1596963423723068, "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": 1.0155341743957251, "total_loss": 0.884422113886103}
{"data_time": 0.021847204538062215, "eta_seconds": 255932.925005313, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.4161834319526627, "fast_rcnn/fg_cls_accuracy": 0.5655343511450381, "iteration": 12519, "loss_box_reg": 0.27217785455286503, "loss_cls": 0.23849310632795095, "loss_mask": 0.2946240585297346, "loss_rpn_cls": 0.05437582347076386, "loss_rpn_loc": 0.08675450086593628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8703888543159395, "mask_rcnn/false_negative": 0.11063391052252863, "mask_rcnn/false_positive": 0.15418752900820953, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0134940100833774, "total_loss": 0.9472701221238822}
{"data_time": 0.016441901680082083, "eta_seconds": 255889.12698965985, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.46429304491987056, "fast_rcnn/fg_cls_accuracy": 0.5108700340766941, "iteration": 12539, "loss_box_reg": 0.2424196805804968, "loss_cls": 0.22344202920794487, "loss_mask": 0.28891681507229805, "loss_rpn_cls": 0.055346777429804206, "loss_rpn_loc": 0.08362012868747115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785717723034487, "mask_rcnn/false_negative": 0.10793336161781492, "mask_rcnn/false_positive": 0.13123029223512128, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.973138032015413, "total_loss": 0.9183444256195799}
{"data_time": 0.022794373333454132, "eta_seconds": 255869.24901816994, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3934814952575786, "fast_rcnn/fg_cls_accuracy": 0.5279040111291444, "iteration": 12559, "loss_box_reg": 0.26701891608536243, "loss_cls": 0.22805688343942165, "loss_mask": 0.2704028394073248, "loss_rpn_cls": 0.05075085582211614, "loss_rpn_loc": 0.11043146392330527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772204997040745, "mask_rcnn/false_negative": 0.09993149759560684, "mask_rcnn/false_positive": 0.12512616296505394, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9960500570014119, "total_loss": 0.9242526013404131}
{"data_time": 0.01743338000960648, "eta_seconds": 255596.1539648939, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.38263535551206784, "fast_rcnn/fg_cls_accuracy": 0.573764880952381, "iteration": 12579, "loss_box_reg": 0.256658598780632, "loss_cls": 0.21626593358814716, "loss_mask": 0.2886825818568468, "loss_rpn_cls": 0.05102130677551031, "loss_rpn_loc": 0.0766267969738692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776888386933721, "mask_rcnn/false_negative": 0.09793231192708798, "mask_rcnn/false_positive": 0.1425290501970954, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9856517044827342, "total_loss": 0.9090704226400703}
{"data_time": 0.02422471111640334, "eta_seconds": 255372.42995845154, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.38399641251990246, "fast_rcnn/fg_cls_accuracy": 0.5956023137231191, "iteration": 12599, "loss_box_reg": 0.28960674069821835, "loss_cls": 0.23462339863181114, "loss_mask": 0.27522274293005466, "loss_rpn_cls": 0.05398665135726333, "loss_rpn_loc": 0.09361890191212296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847701887781008, "mask_rcnn/false_negative": 0.1091212103911972, "mask_rcnn/false_positive": 0.13801908539672725, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9763127595651895, "total_loss": 0.9802261360455304}
{"data_time": 0.015978855080902576, "eta_seconds": 255075.78623691108, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.43590492889148647, "fast_rcnn/fg_cls_accuracy": 0.4999632379972061, "iteration": 12619, "loss_box_reg": 0.23068546690046787, "loss_cls": 0.22103460878133774, "loss_mask": 0.2798336297273636, "loss_rpn_cls": 0.04935755208134651, "loss_rpn_loc": 0.06433696672320366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8708962955571661, "mask_rcnn/false_negative": 0.09762797658723485, "mask_rcnn/false_positive": 0.14606907820138193, "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": 0.9873407187405974, "total_loss": 0.85626435209997}
{"data_time": 0.01846659742295742, "eta_seconds": 255314.03989203274, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.4345128924371561, "fast_rcnn/fg_cls_accuracy": 0.4970178815831933, "iteration": 12639, "loss_box_reg": 0.28694155625998974, "loss_cls": 0.2542654452845454, "loss_mask": 0.2943725325167179, "loss_rpn_cls": 0.04807877016719431, "loss_rpn_loc": 0.09729664190672338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8659154063411079, "mask_rcnn/false_negative": 0.12733343493907198, "mask_rcnn/false_positive": 0.13724337932033526, "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": 1.0117854154668748, "total_loss": 0.9637377948965877}
{"data_time": 0.013240497326478362, "eta_seconds": 255227.8980125673, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.39556962025316456, "fast_rcnn/fg_cls_accuracy": 0.5853465575794998, "iteration": 12659, "loss_box_reg": 0.24644029699265957, "loss_cls": 0.22896315157413483, "loss_mask": 0.28572353534400463, "loss_rpn_cls": 0.053942695958539844, "loss_rpn_loc": 0.07450058474205434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8692481642047063, "mask_rcnn/false_negative": 0.10281114510555103, "mask_rcnn/false_positive": 0.16067774040838456, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9969505164772272, "total_loss": 0.9053420504787937}
{"data_time": 0.017421785974875093, "eta_seconds": 255016.32339141332, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.35710356749960714, "fast_rcnn/fg_cls_accuracy": 0.5965986684875384, "iteration": 12679, "loss_box_reg": 0.25450480356812477, "loss_cls": 0.2383152823895216, "loss_mask": 0.28649089112877846, "loss_rpn_cls": 0.057501555886119604, "loss_rpn_loc": 0.0937972110696137, "lr": 0.0001, "mask_rcnn/accuracy": 0.885040172652691, "mask_rcnn/false_negative": 0.09895342273492519, "mask_rcnn/false_positive": 0.12421162917180878, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.9816333074122667, "total_loss": 0.9449546532705426}
{"data_time": 0.01673009805381298, "eta_seconds": 254996.50244291406, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.414220730797912, "fast_rcnn/fg_cls_accuracy": 0.5629870129870129, "iteration": 12699, "loss_box_reg": 0.26185884326696396, "loss_cls": 0.2326092468574643, "loss_mask": 0.2786306217312813, "loss_rpn_cls": 0.04902519634924829, "loss_rpn_loc": 0.07587556447833776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8699931053918082, "mask_rcnn/false_negative": 0.09461332244968707, "mask_rcnn/false_positive": 0.15229759683227154, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9893682973925024, "total_loss": 0.9102924920152873}
{"data_time": 0.014744831481948495, "eta_seconds": 255222.87313342094, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.4118731563421829, "fast_rcnn/fg_cls_accuracy": 0.5312570909916043, "iteration": 12719, "loss_box_reg": 0.25488615222275257, "loss_cls": 0.23714013397693634, "loss_mask": 0.28313262946903706, "loss_rpn_cls": 0.05445217154920101, "loss_rpn_loc": 0.08879320323467255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749486456899774, "mask_rcnn/false_negative": 0.10074801278085087, "mask_rcnn/false_positive": 0.16128672347240786, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0250530578196049, "total_loss": 0.9389145676977932}
{"data_time": 0.013973713153973222, "eta_seconds": 254834.71664089244, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.44851166532582465, "fast_rcnn/fg_cls_accuracy": 0.5236091399375532, "iteration": 12739, "loss_box_reg": 0.27352964878082275, "loss_cls": 0.23234284669160843, "loss_mask": 0.2903743479400873, "loss_rpn_cls": 0.04910056130029261, "loss_rpn_loc": 0.08465334959328175, "lr": 0.0001, "mask_rcnn/accuracy": 0.8575549131990459, "mask_rcnn/false_negative": 0.11913285942436225, "mask_rcnn/false_positive": 0.17598686682637962, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9684587041847408, "total_loss": 0.9388347743079066}
{"data_time": 0.013668159488588572, "eta_seconds": 254691.98150425218, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.427823945829486, "fast_rcnn/fg_cls_accuracy": 0.5635580178516466, "iteration": 12759, "loss_box_reg": 0.24863582476973534, "loss_cls": 0.21621935069561005, "loss_mask": 0.2902831993997097, "loss_rpn_cls": 0.05287061317358166, "loss_rpn_loc": 0.08828023308888078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739753993446652, "mask_rcnn/false_negative": 0.11490769286828771, "mask_rcnn/false_positive": 0.13118190897530246, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9803228359669447, "total_loss": 0.8610331402160227}
{"data_time": 0.029468963155522943, "eta_seconds": 254617.9249996366, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4559676692576321, "fast_rcnn/fg_cls_accuracy": 0.5240800865800865, "iteration": 12779, "loss_box_reg": 0.25606791116297245, "loss_cls": 0.22433822508901358, "loss_mask": 0.29166811518371105, "loss_rpn_cls": 0.0469091918785125, "loss_rpn_loc": 0.09026894764974713, "lr": 0.0001, "mask_rcnn/accuracy": 0.8763208587949848, "mask_rcnn/false_negative": 0.09809675918041279, "mask_rcnn/false_positive": 0.15395915043863329, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9819441440049559, "total_loss": 0.9353886453900486}
{"data_time": 0.02761931554414332, "eta_seconds": 254483.5324421525, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.37829159466639156, "fast_rcnn/fg_cls_accuracy": 0.5784437624119877, "iteration": 12799, "loss_box_reg": 0.2399144433438778, "loss_cls": 0.21854885853827, "loss_mask": 0.27812773175537586, "loss_rpn_cls": 0.04874357348307967, "loss_rpn_loc": 0.09266537427902222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782456816609719, "mask_rcnn/false_negative": 0.10311399198641599, "mask_rcnn/false_positive": 0.14989175553783946, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9996707495301962, "total_loss": 0.9281363929621875}
{"data_time": 0.017238602973520756, "eta_seconds": 254487.81075769104, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.43606592465753424, "fast_rcnn/fg_cls_accuracy": 0.49277466405564185, "iteration": 12819, "loss_box_reg": 0.251448935829103, "loss_cls": 0.24901811219751835, "loss_mask": 0.29265752248466015, "loss_rpn_cls": 0.05344556784257293, "loss_rpn_loc": 0.0883528902195394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812085973502304, "mask_rcnn/false_negative": 0.09598503289202859, "mask_rcnn/false_positive": 0.139525156184849, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9978690210264176, "total_loss": 0.9351880443282425}
{"data_time": 0.02422268595546484, "eta_seconds": 254370.2485205792, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.46938533678668765, "fast_rcnn/fg_cls_accuracy": 0.5049708911777877, "iteration": 12839, "loss_box_reg": 0.24526616744697094, "loss_cls": 0.21838611643761396, "loss_mask": 0.2652972601354122, "loss_rpn_cls": 0.0531128307338804, "loss_rpn_loc": 0.08533904911018908, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757788635309915, "mask_rcnn/false_negative": 0.10647260222644839, "mask_rcnn/false_positive": 0.13898678707915232, "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": 0.9895025850273669, "total_loss": 0.9030804221983999}
{"data_time": 0.018413426354527473, "eta_seconds": 254763.6040654406, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36273650085034015, "fast_rcnn/fg_cls_accuracy": 0.5853432741242401, "iteration": 12859, "loss_box_reg": 0.25923581793904305, "loss_cls": 0.22122003138065338, "loss_mask": 0.2891960106790066, "loss_rpn_cls": 0.04575626982841641, "loss_rpn_loc": 0.08674647472798824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801754912370386, "mask_rcnn/false_negative": 0.10491240744810076, "mask_rcnn/false_positive": 0.1337656883222519, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0093083551619202, "total_loss": 0.8816193323582411}
{"data_time": 0.021470036590471864, "eta_seconds": 254518.93661420792, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.44926457558036503, "fast_rcnn/fg_cls_accuracy": 0.4889978267312062, "iteration": 12879, "loss_box_reg": 0.27417437359690666, "loss_cls": 0.2488992139697075, "loss_mask": 0.27730942517518997, "loss_rpn_cls": 0.05325052491389215, "loss_rpn_loc": 0.09290800127200782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886882960935939, "mask_rcnn/false_negative": 0.10424424721464343, "mask_rcnn/false_positive": 0.115596818417076, "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": 0.9684008930344135, "total_loss": 0.9505505820270628}
{"data_time": 0.016557097202166915, "eta_seconds": 254499.1389371222, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.44799448991167656, "fast_rcnn/fg_cls_accuracy": 0.5161335601169146, "iteration": 12899, "loss_box_reg": 0.2492582779377699, "loss_cls": 0.23759436886757612, "loss_mask": 0.27934867329895496, "loss_rpn_cls": 0.053761836839839816, "loss_rpn_loc": 0.08531485637649894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794717332609319, "mask_rcnn/false_negative": 0.10006340302562276, "mask_rcnn/false_positive": 0.14986301959783027, "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": 0.9898684774525464, "total_loss": 0.9118977102916688}
{"data_time": 0.016557509545236826, "eta_seconds": 254704.15856398642, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4209014300306435, "fast_rcnn/fg_cls_accuracy": 0.5571584104518237, "iteration": 12919, "loss_box_reg": 0.25085714273154736, "loss_cls": 0.24290417600423098, "loss_mask": 0.2733532413840294, "loss_rpn_cls": 0.048041827743873, "loss_rpn_loc": 0.08538206829689443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792919139178125, "mask_rcnn/false_negative": 0.08812941831814983, "mask_rcnn/false_positive": 0.15098091285395326, "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": 1.0189380205702037, "total_loss": 0.9559443553443998}
{"data_time": 0.020786919863894582, "eta_seconds": 254725.71552881505, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.4126696050471005, "fast_rcnn/fg_cls_accuracy": 0.5303655549274544, "iteration": 12939, "loss_box_reg": 0.2600613720715046, "loss_cls": 0.21826197765767574, "loss_mask": 0.27762919664382935, "loss_rpn_cls": 0.04665132914669812, "loss_rpn_loc": 0.07911512837745249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8563914548670991, "mask_rcnn/false_negative": 0.10738687909240052, "mask_rcnn/false_positive": 0.16121504921153884, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9884908255189657, "total_loss": 0.9091653763316572}
{"data_time": 0.01630458631552756, "eta_seconds": 254737.99417247996, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4146020646020646, "fast_rcnn/fg_cls_accuracy": 0.5548671008625241, "iteration": 12959, "loss_box_reg": 0.27998523972928524, "loss_cls": 0.25152646005153656, "loss_mask": 0.29283939488232136, "loss_rpn_cls": 0.059584750328212976, "loss_rpn_loc": 0.09243385773152113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799170832300531, "mask_rcnn/false_negative": 0.10802945056411495, "mask_rcnn/false_positive": 0.13900448940491356, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.987517690518871, "total_loss": 0.9936867076903582}
{"data_time": 0.01603971002623439, "eta_seconds": 254665.94606829342, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.39337677839790947, "fast_rcnn/fg_cls_accuracy": 0.5488566457465979, "iteration": 12979, "loss_box_reg": 0.25580149330198765, "loss_cls": 0.22677645459771156, "loss_mask": 0.29752568528056145, "loss_rpn_cls": 0.05570613197050989, "loss_rpn_loc": 0.09012703807093203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757095991333528, "mask_rcnn/false_negative": 0.10162766210181769, "mask_rcnn/false_positive": 0.13484979272577183, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9994583383668214, "total_loss": 0.921022329479456}
{"data_time": 0.019600356463342905, "eta_seconds": 254577.16775522567, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3711834766991209, "fast_rcnn/fg_cls_accuracy": 0.5941015218829757, "iteration": 12999, "loss_box_reg": 0.23896265774965286, "loss_cls": 0.2195543716661632, "loss_mask": 0.27763715013861656, "loss_rpn_cls": 0.05602648505009711, "loss_rpn_loc": 0.09701875690370798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968567447470792, "mask_rcnn/false_negative": 0.09221514370175207, "mask_rcnn/false_positive": 0.11127659272597035, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.0030250223353505, "total_loss": 0.8834530647145584}
{"data_time": 0.020925943041220307, "eta_seconds": 254474.54331345856, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.4644236004553779, "fast_rcnn/fg_cls_accuracy": 0.5088588644784611, "iteration": 13019, "loss_box_reg": 0.2655280102044344, "loss_cls": 0.24360058270394802, "loss_mask": 0.2812163159251213, "loss_rpn_cls": 0.05148086464032531, "loss_rpn_loc": 0.09486489742994308, "lr": 0.0001, "mask_rcnn/accuracy": 0.884882540239683, "mask_rcnn/false_negative": 0.0977990982827, "mask_rcnn/false_positive": 0.14256026096838081, "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": 0.9844236159697175, "total_loss": 0.9435009215958416}
{"data_time": 0.023084121057763696, "eta_seconds": 254454.7383058071, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3633148404993065, "fast_rcnn/fg_cls_accuracy": 0.6009708737864077, "iteration": 13039, "loss_box_reg": 0.2424149103462696, "loss_cls": 0.21730073913931847, "loss_mask": 0.2851966731250286, "loss_rpn_cls": 0.05100353749003261, "loss_rpn_loc": 0.08325333788525313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8755701396593356, "mask_rcnn/false_negative": 0.10524980282529804, "mask_rcnn/false_positive": 0.15308854635990596, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.992060823366046, "total_loss": 0.8870249108877033}
{"data_time": 0.014556247973814607, "eta_seconds": 254152.63514884748, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.4275295265654968, "fast_rcnn/fg_cls_accuracy": 0.5094461569056379, "iteration": 13059, "loss_box_reg": 0.2498048571869731, "loss_cls": 0.23599976021796465, "loss_mask": 0.29423338547348976, "loss_rpn_cls": 0.053023962303996086, "loss_rpn_loc": 0.06997423351276666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828855847250856, "mask_rcnn/false_negative": 0.11027904905058158, "mask_rcnn/false_positive": 0.1347448389460529, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9822401443962008, "total_loss": 0.9293679404072464}
{"data_time": 0.017914068419486284, "eta_seconds": 253945.5490699131, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.45476649786994616, "fast_rcnn/fg_cls_accuracy": 0.510529665307067, "iteration": 13079, "loss_box_reg": 0.2509278170764446, "loss_cls": 0.21438713651150465, "loss_mask": 0.2719560097903013, "loss_rpn_cls": 0.049448379897512496, "loss_rpn_loc": 0.08649120212066919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8763442482977659, "mask_rcnn/false_negative": 0.10662545165954815, "mask_rcnn/false_positive": 0.14137343645769668, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9716380969621241, "total_loss": 0.884315203409642}
{"data_time": 0.014919676817953587, "eta_seconds": 253957.2635776596, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4167209017780439, "fast_rcnn/fg_cls_accuracy": 0.5176787511352201, "iteration": 13099, "loss_box_reg": 0.2678339872509241, "loss_cls": 0.24004508927464485, "loss_mask": 0.29920255206525326, "loss_rpn_cls": 0.04944789130240679, "loss_rpn_loc": 0.07938625570386648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8660385062460456, "mask_rcnn/false_negative": 0.10530441493003843, "mask_rcnn/false_positive": 0.15563443184112588, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9906981533858925, "total_loss": 0.9454759298823774}
{"data_time": 0.013539490755647421, "eta_seconds": 253937.49267352745, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3892730769795475, "fast_rcnn/fg_cls_accuracy": 0.5719443500793984, "iteration": 13119, "loss_box_reg": 0.2561137489974499, "loss_cls": 0.22675591427832842, "loss_mask": 0.28679827600717545, "loss_rpn_cls": 0.05593941151164472, "loss_rpn_loc": 0.08409271016716957, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731617599553434, "mask_rcnn/false_negative": 0.08917887162963067, "mask_rcnn/false_positive": 0.14545272825111508, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9590884577482939, "total_loss": 0.9263390011619776}
{"data_time": 0.02204125397838652, "eta_seconds": 253917.72176939528, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.48372781065088755, "fast_rcnn/fg_cls_accuracy": 0.46243133085238347, "iteration": 13139, "loss_box_reg": 0.25222826562821865, "loss_cls": 0.23782401625066996, "loss_mask": 0.29889494366943836, "loss_rpn_cls": 0.05136327492073178, "loss_rpn_loc": 0.0892500588670373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8677850380631347, "mask_rcnn/false_negative": 0.12167248739242428, "mask_rcnn/false_positive": 0.1389389309560007, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.007798180449754, "total_loss": 0.9309214968234301}
{"data_time": 0.014605313772335649, "eta_seconds": 254055.39534291252, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.419481981981982, "fast_rcnn/fg_cls_accuracy": 0.530558968058968, "iteration": 13159, "loss_box_reg": 0.2480249833315611, "loss_cls": 0.233542550355196, "loss_mask": 0.2751940283924341, "loss_rpn_cls": 0.05024582426995039, "loss_rpn_loc": 0.08023114362731576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8716526058475338, "mask_rcnn/false_negative": 0.11911548111379898, "mask_rcnn/false_positive": 0.14010034968162186, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0099123693071306, "total_loss": 0.883084749802947}
{"data_time": 0.021455793641507626, "eta_seconds": 253878.17996113095, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.42555840091051356, "fast_rcnn/fg_cls_accuracy": 0.5395688813099121, "iteration": 13179, "loss_box_reg": 0.2557817818596959, "loss_cls": 0.2317972667515278, "loss_mask": 0.27771395072340965, "loss_rpn_cls": 0.05067418282851577, "loss_rpn_loc": 0.0985097085358575, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920633599504808, "mask_rcnn/false_negative": 0.10049979331200867, "mask_rcnn/false_positive": 0.13227698060075227, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9685026165097952, "total_loss": 0.9149976265616715}
{"data_time": 0.025575170526281, "eta_seconds": 254097.28450197726, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.4387888707037643, "fast_rcnn/fg_cls_accuracy": 0.5352726063829787, "iteration": 13199, "loss_box_reg": 0.25485874712467194, "loss_cls": 0.20772730372846127, "loss_mask": 0.2778869178146124, "loss_rpn_cls": 0.047147464007139206, "loss_rpn_loc": 0.07323252526111901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825194166369408, "mask_rcnn/false_negative": 0.10797601511057521, "mask_rcnn/false_positive": 0.12318686434095152, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 1.01044511818327, "total_loss": 0.8759692114545032}
{"data_time": 0.021437825402244925, "eta_seconds": 253996.04585015215, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.42402083184704287, "fast_rcnn/fg_cls_accuracy": 0.5521216299019608, "iteration": 13219, "loss_box_reg": 0.2635775422677398, "loss_cls": 0.2434859350323677, "loss_mask": 0.27568274922668934, "loss_rpn_cls": 0.05207104317378253, "loss_rpn_loc": 0.08150249882601202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832129140718787, "mask_rcnn/false_negative": 0.09373116038078308, "mask_rcnn/false_positive": 0.1479761769141167, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9765023780055344, "total_loss": 0.936815969645977}
{"data_time": 0.014796641422435641, "eta_seconds": 254098.4343881905, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.43556549699426816, "fast_rcnn/fg_cls_accuracy": 0.5425537231384308, "iteration": 13239, "loss_box_reg": 0.25701228342950344, "loss_cls": 0.23129029758274555, "loss_mask": 0.2827963065356016, "loss_rpn_cls": 0.05880274111405015, "loss_rpn_loc": 0.1036071078851819, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779255555753251, "mask_rcnn/false_negative": 0.10312633574811575, "mask_rcnn/false_positive": 0.14049589088608877, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.019240094581619, "total_loss": 0.9687944804318249}
{"data_time": 0.026562099112197757, "eta_seconds": 254037.91597756092, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.415312330255296, "fast_rcnn/fg_cls_accuracy": 0.5589564639415088, "iteration": 13259, "loss_box_reg": 0.2727330904453993, "loss_cls": 0.23208091594278812, "loss_mask": 0.28899497352540493, "loss_rpn_cls": 0.05857498897239566, "loss_rpn_loc": 0.09138259454630315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849897692552723, "mask_rcnn/false_negative": 0.09500892589903318, "mask_rcnn/false_positive": 0.1252066216720156, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9986908156424761, "total_loss": 0.9813771359622478}
{"data_time": 0.02373669925145805, "eta_seconds": 253861.70228568837, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.32011695906432747, "fast_rcnn/fg_cls_accuracy": 0.6340343799593611, "iteration": 13279, "loss_box_reg": 0.2661252934485674, "loss_cls": 0.2397521659731865, "loss_mask": 0.27785749360919, "loss_rpn_cls": 0.0446611987426877, "loss_rpn_loc": 0.07647080114111304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832322293324109, "mask_rcnn/false_negative": 0.09171927490642953, "mask_rcnn/false_positive": 0.13992587186755345, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9887625135015696, "total_loss": 0.9011394472327083}
{"data_time": 0.027648016344755888, "eta_seconds": 253841.9249639148, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4152718653250774, "fast_rcnn/fg_cls_accuracy": 0.5292372881355932, "iteration": 13299, "loss_box_reg": 0.27084067929536104, "loss_cls": 0.2391259903088212, "loss_mask": 0.28433517180383205, "loss_rpn_cls": 0.04811099439393729, "loss_rpn_loc": 0.1018204940482974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8726782572801366, "mask_rcnn/false_negative": 0.10536460040187157, "mask_rcnn/false_positive": 0.15181155090656523, "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": 0.9867671024985611, "total_loss": 0.9292947062058374}
{"data_time": 0.02282030857168138, "eta_seconds": 254309.12775387056, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.47895468328840973, "fast_rcnn/fg_cls_accuracy": 0.5060646900269542, "iteration": 13319, "loss_box_reg": 0.26481773518025875, "loss_cls": 0.22812192142009735, "loss_mask": 0.27791052497923374, "loss_rpn_cls": 0.04572835937142372, "loss_rpn_loc": 0.08184683183208108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881550920236759, "mask_rcnn/false_negative": 0.10917395744881764, "mask_rcnn/false_positive": 0.11647231625068982, "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": 1.0177794815972447, "total_loss": 0.9030636448878795}
{"data_time": 0.014785472070798278, "eta_seconds": 254202.93292177375, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4498866066221733, "fast_rcnn/fg_cls_accuracy": 0.5213332467448129, "iteration": 13339, "loss_box_reg": 0.27510178089141846, "loss_cls": 0.22744096629321575, "loss_mask": 0.28203882090747356, "loss_rpn_cls": 0.05705224955454469, "loss_rpn_loc": 0.09836332546547055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814078660483633, "mask_rcnn/false_negative": 0.08512094006334861, "mask_rcnn/false_positive": 0.15737632699854706, "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": 1.0015555832069367, "total_loss": 0.946986306225881}
{"data_time": 0.01659186603501439, "eta_seconds": 254382.94222682714, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.37966537966537967, "fast_rcnn/fg_cls_accuracy": 0.5849317058994479, "iteration": 13359, "loss_box_reg": 0.2777878316119313, "loss_cls": 0.24352785665541887, "loss_mask": 0.2684112936258316, "loss_rpn_cls": 0.04847649787552655, "loss_rpn_loc": 0.09098362573422492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820388632484797, "mask_rcnn/false_negative": 0.08959983225124517, "mask_rcnn/false_positive": 0.14561200113694758, "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": 1.0215212171897292, "total_loss": 0.9618917766492814}
{"data_time": 0.017216590931639075, "eta_seconds": 253943.71772343758, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.40294784857059224, "fast_rcnn/fg_cls_accuracy": 0.555957005957006, "iteration": 13379, "loss_box_reg": 0.24536761455237865, "loss_cls": 0.22129396442323923, "loss_mask": 0.27050846442580223, "loss_rpn_cls": 0.059069926384836435, "loss_rpn_loc": 0.08466365374624729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861343389713205, "mask_rcnn/false_negative": 0.10228687675013629, "mask_rcnn/false_positive": 0.12230759910162073, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9405795014463365, "total_loss": 0.9142902353778481}
{"data_time": 0.016238876152783632, "eta_seconds": 253990.08193095215, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3640853302162478, "fast_rcnn/fg_cls_accuracy": 0.581788497998736, "iteration": 13399, "loss_box_reg": 0.23674540128558874, "loss_cls": 0.22543039172887802, "loss_mask": 0.28452196903526783, "loss_rpn_cls": 0.060309984954074025, "loss_rpn_loc": 0.10206937091425061, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771557996578061, "mask_rcnn/false_negative": 0.10013917743394682, "mask_rcnn/false_positive": 0.13633452823559117, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0014572215732187, "total_loss": 0.9113491312600672}
{"data_time": 0.014195537427440286, "eta_seconds": 253798.21420761757, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3927229074071428, "fast_rcnn/fg_cls_accuracy": 0.5674402450753393, "iteration": 13419, "loss_box_reg": 0.27713513746857643, "loss_cls": 0.25751818902790546, "loss_mask": 0.2824806049466133, "loss_rpn_cls": 0.06182173686102033, "loss_rpn_loc": 0.09274682006798685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739629505530444, "mask_rcnn/false_negative": 0.10965078887685475, "mask_rcnn/false_positive": 0.13636329845339706, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9817698607221246, "total_loss": 0.9563042572699487}
{"data_time": 0.01324266497977078, "eta_seconds": 254107.55851395428, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.45267845781906096, "fast_rcnn/fg_cls_accuracy": 0.5146106651793292, "iteration": 13439, "loss_box_reg": 0.2472832165658474, "loss_cls": 0.2476343084126711, "loss_mask": 0.2709748037159443, "loss_rpn_cls": 0.05888634594157338, "loss_rpn_loc": 0.07368990918621421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870637981106064, "mask_rcnn/false_negative": 0.10786766891631572, "mask_rcnn/false_positive": 0.14422638676314414, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.00345248170197, "total_loss": 0.9148718847427517}
{"data_time": 0.014339331071823835, "eta_seconds": 254285.45012052637, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3985714285714286, "fast_rcnn/fg_cls_accuracy": 0.5494045943125921, "iteration": 13459, "loss_box_reg": 0.2557082250714302, "loss_cls": 0.2494415808469057, "loss_mask": 0.2820102907717228, "loss_rpn_cls": 0.05050024902448058, "loss_rpn_loc": 0.07894018525257707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8743359615686477, "mask_rcnn/false_negative": 0.10179281178834892, "mask_rcnn/false_positive": 0.16395273895970702, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0256543790455908, "total_loss": 0.9266329302918166}
{"data_time": 0.016119410516694188, "eta_seconds": 254232.302340921, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3744799371301775, "fast_rcnn/fg_cls_accuracy": 0.5813147189349113, "iteration": 13479, "loss_box_reg": 0.2508830912411213, "loss_cls": 0.21577280014753342, "loss_mask": 0.28368103317916393, "loss_rpn_cls": 0.0619013593532145, "loss_rpn_loc": 0.089542371686548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812640467145763, "mask_rcnn/false_negative": 0.11413407339260319, "mask_rcnn/false_positive": 0.13493577607021992, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9533708747476339, "total_loss": 0.936499813455157}
{"data_time": 0.016437259735539556, "eta_seconds": 253824.96919983532, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.43201754385964913, "fast_rcnn/fg_cls_accuracy": 0.533500417710944, "iteration": 13499, "loss_box_reg": 0.23837126232683659, "loss_cls": 0.21098842658102512, "loss_mask": 0.28139599598944187, "loss_rpn_cls": 0.04508331953547895, "loss_rpn_loc": 0.07311816798755899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840284467824397, "mask_rcnn/false_negative": 0.1049134703244632, "mask_rcnn/false_positive": 0.1348522263407298, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9735329484101385, "total_loss": 0.8758328277617693}
{"data_time": 0.013945781160145998, "eta_seconds": 253598.1404709071, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3898809523809524, "fast_rcnn/fg_cls_accuracy": 0.5700744752877454, "iteration": 13519, "loss_box_reg": 0.24731401540338993, "loss_cls": 0.21583557315170765, "loss_mask": 0.2802129629999399, "loss_rpn_cls": 0.0495661033783108, "loss_rpn_loc": 0.07655209046788514, "lr": 0.0001, "mask_rcnn/accuracy": 0.885008081796335, "mask_rcnn/false_negative": 0.10440903640765853, "mask_rcnn/false_positive": 0.12197392488095138, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9582939315587282, "total_loss": 0.8636528372298926}
{"data_time": 0.02110853954218328, "eta_seconds": 253578.36519482546, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.41163953688313176, "fast_rcnn/fg_cls_accuracy": 0.5502838973427209, "iteration": 13539, "loss_box_reg": 0.2616284443065524, "loss_cls": 0.23605731595307589, "loss_mask": 0.27968231216073036, "loss_rpn_cls": 0.06081565679050982, "loss_rpn_loc": 0.09285132971126586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8628628378061982, "mask_rcnn/false_negative": 0.1074720963819357, "mask_rcnn/false_positive": 0.16041752596271153, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9654379596468061, "total_loss": 0.9192735110409558}
{"data_time": 0.01643831515684724, "eta_seconds": 253454.64154640213, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3519365250134481, "fast_rcnn/fg_cls_accuracy": 0.6162976489385985, "iteration": 13559, "loss_box_reg": 0.2597396560013294, "loss_cls": 0.24894362408667803, "loss_mask": 0.28029469959437847, "loss_rpn_cls": 0.055769896833226085, "loss_rpn_loc": 0.08221052761655301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886545433388838, "mask_rcnn/false_negative": 0.08461906390955523, "mask_rcnn/false_positive": 0.13143379257627996, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9748806860297918, "total_loss": 0.952489466406405}
{"data_time": 0.01920909876935184, "eta_seconds": 253639.9488935899, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.45089285714285715, "fast_rcnn/fg_cls_accuracy": 0.5034126984126984, "iteration": 13579, "loss_box_reg": 0.2809039205312729, "loss_cls": 0.2553291376680136, "loss_mask": 0.2962958626449108, "loss_rpn_cls": 0.04910885076969862, "loss_rpn_loc": 0.10228787735104561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8692022263450835, "mask_rcnn/false_negative": 0.09992879514237198, "mask_rcnn/false_positive": 0.13775549970570378, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0077965455129743, "total_loss": 0.9788866580929607}
{"data_time": 0.01578353811055422, "eta_seconds": 253794.61015574634, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.38354477611940296, "fast_rcnn/fg_cls_accuracy": 0.5868139142994704, "iteration": 13599, "loss_box_reg": 0.2545820251107216, "loss_cls": 0.23475242219865322, "loss_mask": 0.28633927926421165, "loss_rpn_cls": 0.052110116463154554, "loss_rpn_loc": 0.08935914328321815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917807319006034, "mask_rcnn/false_negative": 0.10287817784834748, "mask_rcnn/false_positive": 0.11639979496742936, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.9973508855327964, "total_loss": 0.917429220629856}
{"data_time": 0.02243199711665511, "eta_seconds": 253863.46083184239, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.39151508239721733, "fast_rcnn/fg_cls_accuracy": 0.5488383186486334, "iteration": 13619, "loss_box_reg": 0.26742953062057495, "loss_cls": 0.23655338026583195, "loss_mask": 0.27599256858229637, "loss_rpn_cls": 0.052167046116665006, "loss_rpn_loc": 0.08584469673223794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790675642179402, "mask_rcnn/false_negative": 0.09881890516172646, "mask_rcnn/false_positive": 0.1403243546777671, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9884173886384815, "total_loss": 0.9149166160495952}
{"data_time": 0.020276218187063932, "eta_seconds": 253762.87788194604, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4070711128967457, "fast_rcnn/fg_cls_accuracy": 0.5669421645717347, "iteration": 13639, "loss_box_reg": 0.2550801318138838, "loss_cls": 0.24159899540245533, "loss_mask": 0.2814164627343416, "loss_rpn_cls": 0.060612605419009924, "loss_rpn_loc": 0.09177170228213072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949813906256596, "mask_rcnn/false_negative": 0.08876388090535611, "mask_rcnn/false_positive": 0.12961705751445343, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0052945730276406, "total_loss": 0.9348177562933415}
{"data_time": 0.019594634417444468, "eta_seconds": 253823.85345828254, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.45555555555555555, "fast_rcnn/fg_cls_accuracy": 0.5309153713298791, "iteration": 13659, "loss_box_reg": 0.26415517926216125, "loss_cls": 0.22863016929477453, "loss_mask": 0.28712927736341953, "loss_rpn_cls": 0.04697801102884114, "loss_rpn_loc": 0.10002646781504154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8721064741842555, "mask_rcnn/false_negative": 0.10548594306637119, "mask_rcnn/false_positive": 0.1449054977264674, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.993980557192117, "total_loss": 0.9236644958145916}
{"data_time": 0.023212619125843048, "eta_seconds": 253836.16037718952, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4298172757475083, "fast_rcnn/fg_cls_accuracy": 0.5267590936195587, "iteration": 13679, "loss_box_reg": 0.24843925796449184, "loss_cls": 0.23144808504730463, "loss_mask": 0.2851900700479746, "loss_rpn_cls": 0.06422884203493595, "loss_rpn_loc": 0.08661992661654949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8687702075769974, "mask_rcnn/false_negative": 0.12278023553766021, "mask_rcnn/false_positive": 0.14938146185774198, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9753353009000421, "total_loss": 0.9575491580180824}
{"data_time": 0.01753155142068863, "eta_seconds": 253983.5563882487, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.45243423740253286, "fast_rcnn/fg_cls_accuracy": 0.48509791122715407, "iteration": 13699, "loss_box_reg": 0.25504928082227707, "loss_cls": 0.24108418636023998, "loss_mask": 0.28740517795085907, "loss_rpn_cls": 0.04878089623525739, "loss_rpn_loc": 0.09103131270967424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8681294612915589, "mask_rcnn/false_negative": 0.11148735588540384, "mask_rcnn/false_positive": 0.14367709856627203, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.017007899004966, "total_loss": 0.94036382320337}
{"data_time": 0.01954855932854116, "eta_seconds": 253683.68834289722, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.421159624024918, "fast_rcnn/fg_cls_accuracy": 0.5584157673860912, "iteration": 13719, "loss_box_reg": 0.25814469158649445, "loss_cls": 0.23979738354682922, "loss_mask": 0.2831162326037884, "loss_rpn_cls": 0.05644163955003023, "loss_rpn_loc": 0.0849256586516276, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815071925296538, "mask_rcnn/false_negative": 0.09958777349305561, "mask_rcnn/false_positive": 0.13207165772816126, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9722878676839173, "total_loss": 0.9391965819522738}
{"data_time": 0.02265239180997014, "eta_seconds": 253750.97061880399, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.4315270935960591, "fast_rcnn/fg_cls_accuracy": 0.523229303880839, "iteration": 13739, "loss_box_reg": 0.24035224132239819, "loss_cls": 0.2197151705622673, "loss_mask": 0.27087824791669846, "loss_rpn_cls": 0.04918426810763776, "loss_rpn_loc": 0.0768266748636961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917756733375168, "mask_rcnn/false_negative": 0.09600196673195627, "mask_rcnn/false_positive": 0.11765054841715766, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9775543466676027, "total_loss": 0.8754938413621858}
{"data_time": 0.020327395759522915, "eta_seconds": 253977.48612789437, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.430490700124208, "fast_rcnn/fg_cls_accuracy": 0.5052725052725053, "iteration": 13759, "loss_box_reg": 0.24628253653645515, "loss_cls": 0.21378150396049023, "loss_mask": 0.2737268153578043, "loss_rpn_cls": 0.04846165329217911, "loss_rpn_loc": 0.07461811788380146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790689521422604, "mask_rcnn/false_negative": 0.1008138782699092, "mask_rcnn/false_positive": 0.12711592735581156, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0183245597872883, "total_loss": 0.862502665258944}
{"data_time": 0.026009581051766872, "eta_seconds": 254100.51102258265, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.39540756401221516, "fast_rcnn/fg_cls_accuracy": 0.5150276125743416, "iteration": 13779, "loss_box_reg": 0.25859440956264734, "loss_cls": 0.23851063381880522, "loss_mask": 0.28304240107536316, "loss_rpn_cls": 0.057361019775271416, "loss_rpn_loc": 0.10191355156712234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804035963906833, "mask_rcnn/false_negative": 0.09331561497712607, "mask_rcnn/false_positive": 0.13390032292487486, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0067142639309168, "total_loss": 0.9616173659451306}
{"data_time": 0.018136425409466028, "eta_seconds": 254098.88523621485, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.4072080112194161, "fast_rcnn/fg_cls_accuracy": 0.5697434087815698, "iteration": 13799, "loss_box_reg": 0.252305356785655, "loss_cls": 0.22120975516736507, "loss_mask": 0.26707595959305763, "loss_rpn_cls": 0.049833612283691764, "loss_rpn_loc": 0.08343977387994528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820115009526761, "mask_rcnn/false_negative": 0.08987098976270601, "mask_rcnn/false_positive": 0.12965452244431266, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.021008721087128, "total_loss": 0.8829960096627474}
{"data_time": 0.015185069991275668, "eta_seconds": 254079.049257664, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.42698953238561044, "fast_rcnn/fg_cls_accuracy": 0.5374741784037559, "iteration": 13819, "loss_box_reg": 0.2858281619846821, "loss_cls": 0.24612872209399939, "loss_mask": 0.27766260132193565, "loss_rpn_cls": 0.052226202096790075, "loss_rpn_loc": 0.08392184902913868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8720103134881255, "mask_rcnn/false_negative": 0.10972771356114447, "mask_rcnn/false_positive": 0.13881846505627377, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0052686755079776, "total_loss": 0.962503602844663}
{"data_time": 0.015661054058000445, "eta_seconds": 254041.00735127926, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.42115895349494264, "fast_rcnn/fg_cls_accuracy": 0.5708703292637809, "iteration": 13839, "loss_box_reg": 0.2407872350886464, "loss_cls": 0.21820832788944244, "loss_mask": 0.28335203789174557, "loss_rpn_cls": 0.05290653929114342, "loss_rpn_loc": 0.07357721030712128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793167368025376, "mask_rcnn/false_negative": 0.09492159103261268, "mask_rcnn/false_positive": 0.14292391905975754, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9769956443924457, "total_loss": 0.8913786245975643}
{"data_time": 0.014200148405507207, "eta_seconds": 253909.0206684731, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.42255389718076286, "fast_rcnn/fg_cls_accuracy": 0.5258912655971479, "iteration": 13859, "loss_box_reg": 0.22900811210274696, "loss_cls": 0.21354346815496683, "loss_mask": 0.27753344364464283, "loss_rpn_cls": 0.04859069036319852, "loss_rpn_loc": 0.07050557248294353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8760864909776291, "mask_rcnn/false_negative": 0.1044570061769755, "mask_rcnn/false_positive": 0.15467897553893414, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9799434170126915, "total_loss": 0.8393037409987301}
{"data_time": 0.02360428962856531, "eta_seconds": 254019.5413220115, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.38191527392975244, "fast_rcnn/fg_cls_accuracy": 0.5389186167970826, "iteration": 13879, "loss_box_reg": 0.25848811864852905, "loss_cls": 0.23603752441704273, "loss_mask": 0.27840182185173035, "loss_rpn_cls": 0.060274609830230474, "loss_rpn_loc": 0.11551253695506603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851951982562127, "mask_rcnn/false_negative": 0.109098752645575, "mask_rcnn/false_positive": 0.12486672452597566, "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": 1.0087423617951572, "total_loss": 0.9443135997280478}
{"data_time": 0.017949693836271763, "eta_seconds": 254072.14272164274, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.40306903622693097, "fast_rcnn/fg_cls_accuracy": 0.5369383374046932, "iteration": 13899, "loss_box_reg": 0.2590237706899643, "loss_cls": 0.219431534409523, "loss_mask": 0.2736151572316885, "loss_rpn_cls": 0.051739277550950646, "loss_rpn_loc": 0.08599499834235758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861168699764708, "mask_rcnn/false_negative": 0.10479771961367568, "mask_rcnn/false_positive": 0.12610727602538152, "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": 1.0231645295862108, "total_loss": 0.8946353796636686}
{"data_time": 0.020028141094371676, "eta_seconds": 253991.24494845048, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4592020592020592, "fast_rcnn/fg_cls_accuracy": 0.5245066495066495, "iteration": 13919, "loss_box_reg": 0.2627815892919898, "loss_cls": 0.24454034678637981, "loss_mask": 0.272072272375226, "loss_rpn_cls": 0.05196658056229353, "loss_rpn_loc": 0.07932859822176397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845830147244154, "mask_rcnn/false_negative": 0.08845328280687459, "mask_rcnn/false_positive": 0.14135195312788723, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9848296840209514, "total_loss": 0.911206355667673}
{"data_time": 0.02275940659455955, "eta_seconds": 254032.45945062023, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.43872575724558727, "fast_rcnn/fg_cls_accuracy": 0.5349378881987578, "iteration": 13939, "loss_box_reg": 0.26536924578249454, "loss_cls": 0.22714335098862648, "loss_mask": 0.27914772368967533, "loss_rpn_cls": 0.05376124125905335, "loss_rpn_loc": 0.08114326163195074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8719591727949175, "mask_rcnn/false_negative": 0.10143867674550047, "mask_rcnn/false_positive": 0.15789781842235084, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.055610568029806, "total_loss": 0.9037947221659124}
{"data_time": 0.015962504781782627, "eta_seconds": 253958.3387698233, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4284874051839533, "fast_rcnn/fg_cls_accuracy": 0.5391852094240838, "iteration": 13959, "loss_box_reg": 0.24788987822830677, "loss_cls": 0.2407513316720724, "loss_mask": 0.2717689163982868, "loss_rpn_cls": 0.05527772521600127, "loss_rpn_loc": 0.09301960910670459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777937048584658, "mask_rcnn/false_negative": 0.09525905533342735, "mask_rcnn/false_positive": 0.13301250354102456, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.970873000100255, "total_loss": 0.8807476897491142}
{"data_time": 0.019126652972772717, "eta_seconds": 253992.7761795977, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4416224906578604, "fast_rcnn/fg_cls_accuracy": 0.5162054457138948, "iteration": 13979, "loss_box_reg": 0.2480627503246069, "loss_cls": 0.21838108822703362, "loss_mask": 0.28009910322725773, "loss_rpn_cls": 0.058071883860975504, "loss_rpn_loc": 0.0931673850864172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8745835659806679, "mask_rcnn/false_negative": 0.11166344116514171, "mask_rcnn/false_positive": 0.1249768077527418, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.026799564016983, "total_loss": 0.9142685486003757}
{"data_time": 0.020123247057199478, "eta_seconds": 254091.56715869904, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.38575045207956604, "fast_rcnn/fg_cls_accuracy": 0.5862394652717233, "iteration": 13999, "loss_box_reg": 0.26316436752676964, "loss_cls": 0.2388505656272173, "loss_mask": 0.2883937284350395, "loss_rpn_cls": 0.05789661291055381, "loss_rpn_loc": 0.08998369984328747, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757589253623288, "mask_rcnn/false_negative": 0.09034105339388906, "mask_rcnn/false_positive": 0.1611897624756444, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9975307337008417, "total_loss": 0.9222599472850561}
{"data_time": 0.015384275000542402, "eta_seconds": 253892.06061349716, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.446982646982647, "fast_rcnn/fg_cls_accuracy": 0.4887330528284245, "iteration": 14019, "loss_box_reg": 0.2528806198388338, "loss_cls": 0.2332041747868061, "loss_mask": 0.28026412799954414, "loss_rpn_cls": 0.051341508980840445, "loss_rpn_loc": 0.08699192525818944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8679810155614409, "mask_rcnn/false_negative": 0.11935794749868378, "mask_rcnn/false_positive": 0.14319845286713712, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9462112169712782, "total_loss": 0.9472417808137834}
{"data_time": 0.019085765350610018, "eta_seconds": 253878.98918733, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4284619737930434, "fast_rcnn/fg_cls_accuracy": 0.5350877192982456, "iteration": 14039, "loss_box_reg": 0.2695717066526413, "loss_cls": 0.24128985404968262, "loss_mask": 0.28269449435174465, "loss_rpn_cls": 0.04836345906369388, "loss_rpn_loc": 0.08160861488431692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820357839749398, "mask_rcnn/false_negative": 0.09140356125722623, "mask_rcnn/false_positive": 0.14173295166142158, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0010459725745022, "total_loss": 0.9197554001584649}
{"data_time": 0.014305093325674534, "eta_seconds": 253852.38687951583, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.38789997880906973, "fast_rcnn/fg_cls_accuracy": 0.5861236802413273, "iteration": 14059, "loss_box_reg": 0.2531073372811079, "loss_cls": 0.2408760916441679, "loss_mask": 0.28276604786515236, "loss_rpn_cls": 0.04599590343423188, "loss_rpn_loc": 0.09080611518584192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834603533085199, "mask_rcnn/false_negative": 0.09722626869300988, "mask_rcnn/false_positive": 0.1452251593286139, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9785863023716956, "total_loss": 0.9268134250305593}
{"data_time": 0.017939253943040967, "eta_seconds": 253978.58259202912, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5800980392156863, "iteration": 14079, "loss_box_reg": 0.2518448969349265, "loss_cls": 0.21883663348853588, "loss_mask": 0.27683322690427303, "loss_rpn_cls": 0.051043714163824916, "loss_rpn_loc": 0.09281783737242222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802422957819491, "mask_rcnn/false_negative": 0.09836869107147808, "mask_rcnn/false_positive": 0.13697049348459292, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9746580480132252, "total_loss": 0.8958088466897607}
{"data_time": 0.02217192226089537, "eta_seconds": 254018.05298016407, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.40389152334442163, "fast_rcnn/fg_cls_accuracy": 0.5376070834931594, "iteration": 14099, "loss_box_reg": 0.2627410441637039, "loss_cls": 0.22703137435019016, "loss_mask": 0.3010280504822731, "loss_rpn_cls": 0.04717642115429044, "loss_rpn_loc": 0.08487739460542798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8679499157540502, "mask_rcnn/false_negative": 0.12437769600447923, "mask_rcnn/false_positive": 0.1445535532335958, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0036199081223458, "total_loss": 0.8998085639905185}
{"data_time": 0.02174679166637361, "eta_seconds": 254086.19777741842, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3794394011785316, "fast_rcnn/fg_cls_accuracy": 0.5419073793632098, "iteration": 14119, "loss_box_reg": 0.26150474790483713, "loss_cls": 0.23506991565227509, "loss_mask": 0.2704129498451948, "loss_rpn_cls": 0.04611735767684877, "loss_rpn_loc": 0.09291799669153988, "lr": 0.0001, "mask_rcnn/accuracy": 0.877983173074353, "mask_rcnn/false_negative": 0.1048199887381858, "mask_rcnn/false_positive": 0.13218196042604755, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9792783518787473, "total_loss": 0.9116666922345757}
{"data_time": 0.021710765780881047, "eta_seconds": 253861.98876045644, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.42057057057057057, "fast_rcnn/fg_cls_accuracy": 0.5258648071148071, "iteration": 14139, "loss_box_reg": 0.24542505107820034, "loss_cls": 0.23219512775540352, "loss_mask": 0.2776618264615536, "loss_rpn_cls": 0.04850568645633757, "loss_rpn_loc": 0.08673347253352404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869798741865167, "mask_rcnn/false_negative": 0.09522621503785392, "mask_rcnn/false_positive": 0.13115239007289803, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9745927415788174, "total_loss": 0.9262415014673024}
{"data_time": 0.017328885151073337, "eta_seconds": 253733.52296747267, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.38172748752953534, "fast_rcnn/fg_cls_accuracy": 0.5342910101946247, "iteration": 14159, "loss_box_reg": 0.2628985717892647, "loss_cls": 0.22445503063499928, "loss_mask": 0.28972936421632767, "loss_rpn_cls": 0.04694799764547497, "loss_rpn_loc": 0.0926502631045878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802057210259218, "mask_rcnn/false_negative": 0.10711240792997992, "mask_rcnn/false_positive": 0.13716796598257763, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9830327339004725, "total_loss": 0.9235564819537103}
{"data_time": 0.015527595533058047, "eta_seconds": 253770.6184755871, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.4346880823498092, "fast_rcnn/fg_cls_accuracy": 0.508484079834457, "iteration": 14179, "loss_box_reg": 0.2398868938907981, "loss_cls": 0.23586556687951088, "loss_mask": 0.28453635796904564, "loss_rpn_cls": 0.051513815531507134, "loss_rpn_loc": 0.08926340122707188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774307225071529, "mask_rcnn/false_negative": 0.1044173452455043, "mask_rcnn/false_positive": 0.14686059631449896, "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": 0.9662362944800407, "total_loss": 0.904759134631604}
{"data_time": 0.02034334628842771, "eta_seconds": 253646.50012389757, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.445995445995446, "fast_rcnn/fg_cls_accuracy": 0.5310916385135135, "iteration": 14199, "loss_box_reg": 0.23299682699143887, "loss_cls": 0.21045896410942078, "loss_mask": 0.27204607985913754, "loss_rpn_cls": 0.043991701561026275, "loss_rpn_loc": 0.07341821538284421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918916658141953, "mask_rcnn/false_negative": 0.09622830201107449, "mask_rcnn/false_positive": 0.12937954054294354, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9884022679179907, "total_loss": 0.8512718549463898}
{"data_time": 0.018430908443406224, "eta_seconds": 253601.66654176544, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.40855379188712526, "fast_rcnn/fg_cls_accuracy": 0.5570127399550355, "iteration": 14219, "loss_box_reg": 0.2397542018443346, "loss_cls": 0.23183474503457546, "loss_mask": 0.2781670279800892, "loss_rpn_cls": 0.04578478983603418, "loss_rpn_loc": 0.07383547513745725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8671295621605891, "mask_rcnn/false_negative": 0.10839228577641138, "mask_rcnn/false_positive": 0.15622761133078794, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9684361163526773, "total_loss": 0.892217208398506}
{"data_time": 0.015319903613999486, "eta_seconds": 253532.3304683715, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.41391377379619265, "fast_rcnn/fg_cls_accuracy": 0.5205459169453734, "iteration": 14239, "loss_box_reg": 0.2761132977902889, "loss_cls": 0.24632120691239834, "loss_mask": 0.2734361793845892, "loss_rpn_cls": 0.04543433664366603, "loss_rpn_loc": 0.0780712803825736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753563366915987, "mask_rcnn/false_negative": 0.10206782520503169, "mask_rcnn/false_positive": 0.14066150984163672, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9763501056004316, "total_loss": 0.8993783947080374}
{"data_time": 0.01358160492964089, "eta_seconds": 253464.8116235342, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.4511057930351543, "fast_rcnn/fg_cls_accuracy": 0.5067579908675799, "iteration": 14259, "loss_box_reg": 0.2526820935308933, "loss_cls": 0.24408872425556183, "loss_mask": 0.27302938513457775, "loss_rpn_cls": 0.049434765707701445, "loss_rpn_loc": 0.08315806742757559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800622979034576, "mask_rcnn/false_negative": 0.08964556222478895, "mask_rcnn/false_positive": 0.14348353377962741, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0007914565503597, "total_loss": 0.936622224515304}
{"data_time": 0.015481021022424102, "eta_seconds": 253614.51099609956, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.3820048309178744, "fast_rcnn/fg_cls_accuracy": 0.5754066431541822, "iteration": 14279, "loss_box_reg": 0.24919974617660046, "loss_cls": 0.20467828400433064, "loss_mask": 0.28042998537421227, "loss_rpn_cls": 0.04742713668383658, "loss_rpn_loc": 0.08186642592772841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814881573570987, "mask_rcnn/false_negative": 0.11174683615408491, "mask_rcnn/false_positive": 0.1253485446917546, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0146179639268667, "total_loss": 0.8868667685892433}
{"data_time": 0.018115069018676877, "eta_seconds": 253752.0595908165, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.4110834726583208, "fast_rcnn/fg_cls_accuracy": 0.5708323786455435, "iteration": 14299, "loss_box_reg": 0.25792107731103897, "loss_cls": 0.23218824714422226, "loss_mask": 0.27200194634497166, "loss_rpn_cls": 0.048149240436032414, "loss_rpn_loc": 0.07576032588258386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826562156193651, "mask_rcnn/false_negative": 0.0778812795963141, "mask_rcnn/false_positive": 0.15031108791096834, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0113826040178537, "total_loss": 0.8736038126517087}
{"data_time": 0.01810224959626794, "eta_seconds": 253491.48992925882, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.34602574867058494, "fast_rcnn/fg_cls_accuracy": 0.6037898801056696, "iteration": 14319, "loss_box_reg": 0.2732771709561348, "loss_cls": 0.22807303350418806, "loss_mask": 0.2781175747513771, "loss_rpn_cls": 0.0492736657615751, "loss_rpn_loc": 0.08492025575833395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892563349852881, "mask_rcnn/false_negative": 0.09755859371480223, "mask_rcnn/false_positive": 0.12197579995662494, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9779649262782186, "total_loss": 0.9177364013157785}
{"data_time": 0.015449786558747292, "eta_seconds": 253433.20146834478, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36745331653110325, "fast_rcnn/fg_cls_accuracy": 0.6054926108374384, "iteration": 14339, "loss_box_reg": 0.2555175796151161, "loss_cls": 0.22572036460042, "loss_mask": 0.2953657377511263, "loss_rpn_cls": 0.05825890856795013, "loss_rpn_loc": 0.08398175635375082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770901546357474, "mask_rcnn/false_negative": 0.10987241743671344, "mask_rcnn/false_positive": 0.13571081963676593, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9916684033814818, "total_loss": 0.9138989357743412}
{"data_time": 0.020624626660719514, "eta_seconds": 253266.93378328346, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4590732519422863, "fast_rcnn/fg_cls_accuracy": 0.49366947029348607, "iteration": 14359, "loss_box_reg": 0.2607317166402936, "loss_cls": 0.23590696416795254, "loss_mask": 0.2776865214109421, "loss_rpn_cls": 0.047305572777986526, "loss_rpn_loc": 0.08180912397801876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697127462095949, "mask_rcnn/false_negative": 0.10862389326921729, "mask_rcnn/false_positive": 0.1431269180420912, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.018720185616985, "total_loss": 0.9362555519328453}
{"data_time": 0.021237082313746214, "eta_seconds": 253540.31941963825, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36735270379338175, "fast_rcnn/fg_cls_accuracy": 0.606375569898046, "iteration": 14379, "loss_box_reg": 0.2634422518312931, "loss_cls": 0.23764754924923182, "loss_mask": 0.2759049292653799, "loss_rpn_cls": 0.05920109408907592, "loss_rpn_loc": 0.09879530407488346, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846946393452111, "mask_rcnn/false_negative": 0.10142238940849593, "mask_rcnn/false_positive": 0.13148449454363276, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9900400210171938, "total_loss": 0.9237944120541215}
{"data_time": 0.018599209375679493, "eta_seconds": 253629.1004659608, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.39243717783505155, "fast_rcnn/fg_cls_accuracy": 0.5891131956303071, "iteration": 14399, "loss_box_reg": 0.26405071280896664, "loss_cls": 0.2264317376539111, "loss_mask": 0.2822790667414665, "loss_rpn_cls": 0.04184973775409162, "loss_rpn_loc": 0.08100838004611433, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889054323205499, "mask_rcnn/false_negative": 0.09492425393663642, "mask_rcnn/false_positive": 0.12634980434147597, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0313723259605467, "total_loss": 0.8933086050092243}
{"data_time": 0.01796523341909051, "eta_seconds": 253729.23710736912, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.4339335382813644, "fast_rcnn/fg_cls_accuracy": 0.531986531986532, "iteration": 14419, "loss_box_reg": 0.26870832592248917, "loss_cls": 0.23236966971307993, "loss_mask": 0.28308178298175335, "loss_rpn_cls": 0.04852014873176813, "loss_rpn_loc": 0.0790425706654787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8745785593752274, "mask_rcnn/false_negative": 0.12362400748598984, "mask_rcnn/false_positive": 0.1441673477812665, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0153025155887008, "total_loss": 0.9228661882225424}
{"data_time": 0.020651328610256314, "eta_seconds": 253709.3819358293, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3969929777090581, "fast_rcnn/fg_cls_accuracy": 0.533275713050994, "iteration": 14439, "loss_box_reg": 0.2725200839340687, "loss_cls": 0.24918539635837078, "loss_mask": 0.3042400851845741, "loss_rpn_cls": 0.051640808349475265, "loss_rpn_loc": 0.09632671531289816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670802049643599, "mask_rcnn/false_negative": 0.10894156298334552, "mask_rcnn/false_positive": 0.15096301357089983, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0034807184711099, "total_loss": 0.9993478138931096}
{"data_time": 0.015080156736075878, "eta_seconds": 253492.86156380083, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3989389920424403, "fast_rcnn/fg_cls_accuracy": 0.5666445918926147, "iteration": 14459, "loss_box_reg": 0.2652996703982353, "loss_cls": 0.24341490305960178, "loss_mask": 0.28087671287357807, "loss_rpn_cls": 0.04342192050535232, "loss_rpn_loc": 0.06592690024990588, "lr": 0.0001, "mask_rcnn/accuracy": 0.874316559194516, "mask_rcnn/false_negative": 0.09848490070875052, "mask_rcnn/false_positive": 0.15371414428297586, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9661404090002179, "total_loss": 0.8971254677744582}
{"data_time": 0.018031034618616104, "eta_seconds": 253652.41407483816, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35332230493520816, "fast_rcnn/fg_cls_accuracy": 0.6289822397675932, "iteration": 14479, "loss_box_reg": 0.24890242330729961, "loss_cls": 0.22297202236950397, "loss_mask": 0.26908773742616177, "loss_rpn_cls": 0.057337228674441576, "loss_rpn_loc": 0.0850661025615409, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887700712594979, "mask_rcnn/false_negative": 0.09321610688358317, "mask_rcnn/false_positive": 0.1270686517640366, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0094353114254773, "total_loss": 0.892448473838158}
{"data_time": 0.016014867927879095, "eta_seconds": 253701.50538685266, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4786167512690355, "fast_rcnn/fg_cls_accuracy": 0.4736600587371512, "iteration": 14499, "loss_box_reg": 0.26051545049995184, "loss_cls": 0.23290466237813234, "loss_mask": 0.2728244084864855, "loss_rpn_cls": 0.053139328956604004, "loss_rpn_loc": 0.09498345083557069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8765789411318609, "mask_rcnn/false_negative": 0.10911942828618715, "mask_rcnn/false_positive": 0.13522732307041008, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.98626749496907, "total_loss": 0.9305015481077135}
{"data_time": 0.018441549502313137, "eta_seconds": 253794.73282836378, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38677937915742794, "fast_rcnn/fg_cls_accuracy": 0.5766790537478474, "iteration": 14519, "loss_box_reg": 0.258624448440969, "loss_cls": 0.22307443525642157, "loss_mask": 0.2863819431513548, "loss_rpn_cls": 0.04700386105105281, "loss_rpn_loc": 0.08292243839241564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8549330080392813, "mask_rcnn/false_negative": 0.12318760650892824, "mask_rcnn/false_positive": 0.16893252930461672, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0206006355583668, "total_loss": 0.9008411832619458}
{"data_time": 0.016589504899457097, "eta_seconds": 253917.5255926838, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.406910846408144, "fast_rcnn/fg_cls_accuracy": 0.5594290657439447, "iteration": 14539, "loss_box_reg": 0.2643932532519102, "loss_cls": 0.23075754195451736, "loss_mask": 0.2841469869017601, "loss_rpn_cls": 0.05135110369883478, "loss_rpn_loc": 0.07084798440337181, "lr": 0.0001, "mask_rcnn/accuracy": 0.876106307248927, "mask_rcnn/false_negative": 0.10222980436944575, "mask_rcnn/false_positive": 0.14535077887640266, "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": 1.007300172932446, "total_loss": 0.9176047699293122}
{"data_time": 0.016983633628115058, "eta_seconds": 254000.5983782187, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.37294167718453725, "fast_rcnn/fg_cls_accuracy": 0.5962764466862828, "iteration": 14559, "loss_box_reg": 0.26622262224555016, "loss_cls": 0.24395692814141512, "loss_mask": 0.2698314096778631, "loss_rpn_cls": 0.05317386635579169, "loss_rpn_loc": 0.07771710911765695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884785045353936, "mask_rcnn/false_negative": 0.10877448450148222, "mask_rcnn/false_positive": 0.11460783935721808, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0002971140202135, "total_loss": 0.9162876701448113}
{"data_time": 0.023470103507861495, "eta_seconds": 253949.88090588246, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.43057744343016857, "fast_rcnn/fg_cls_accuracy": 0.5381999832087986, "iteration": 14579, "loss_box_reg": 0.22828980442136526, "loss_cls": 0.22082659974694252, "loss_mask": 0.2721296939998865, "loss_rpn_cls": 0.05435414076782763, "loss_rpn_loc": 0.08952549623791128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860156293220669, "mask_rcnn/false_negative": 0.10057992511322252, "mask_rcnn/false_positive": 0.13083777497769938, "roi_head/num_bg_samples": 461.125, "roi_head/num_fg_samples": 50.875, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.9978470741771162, "total_loss": 0.8665987148415297}
{"data_time": 0.014527230523526669, "eta_seconds": 253929.99601974152, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4778492703651253, "fast_rcnn/fg_cls_accuracy": 0.4860143906082346, "iteration": 14599, "loss_box_reg": 0.24548924528062344, "loss_cls": 0.22286483459174633, "loss_mask": 0.2795382048934698, "loss_rpn_cls": 0.06268072733655572, "loss_rpn_loc": 0.08736919378861785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8725145740114228, "mask_rcnn/false_negative": 0.10320190066745277, "mask_rcnn/false_positive": 0.15961817760947034, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9942085715010762, "total_loss": 0.9377470780164003}
{"data_time": 0.01507045840844512, "eta_seconds": 253808.07977367658, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.4501642866169594, "fast_rcnn/fg_cls_accuracy": 0.5075787770088288, "iteration": 14619, "loss_box_reg": 0.2729490101337433, "loss_cls": 0.23948905244469643, "loss_mask": 0.2816623132675886, "loss_rpn_cls": 0.05630538263358176, "loss_rpn_loc": 0.08300404599867761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782648046880427, "mask_rcnn/false_negative": 0.11972432286108597, "mask_rcnn/false_positive": 0.14025485507736513, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9849559185095131, "total_loss": 0.9682235934305936}
{"data_time": 0.014664286049082875, "eta_seconds": 253729.99599158764, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.37824050147541805, "fast_rcnn/fg_cls_accuracy": 0.5674135220125787, "iteration": 14639, "loss_box_reg": 0.26241386123001575, "loss_cls": 0.23316514864563942, "loss_mask": 0.28472703136503696, "loss_rpn_cls": 0.04934240272268653, "loss_rpn_loc": 0.08894408447667956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802412867071123, "mask_rcnn/false_negative": 0.09496743384985808, "mask_rcnn/false_positive": 0.1284355702869574, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9938851459883153, "total_loss": 0.9120419411920011}
{"data_time": 0.01615573512390256, "eta_seconds": 253836.83550434653, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.43929946818265175, "fast_rcnn/fg_cls_accuracy": 0.5403705965421167, "iteration": 14659, "loss_box_reg": 0.2691693175584078, "loss_cls": 0.23253185488283634, "loss_mask": 0.2853175066411495, "loss_rpn_cls": 0.05386532749980688, "loss_rpn_loc": 0.10206334106624126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757841977657472, "mask_rcnn/false_negative": 0.09735977829584055, "mask_rcnn/false_positive": 0.16293330003024165, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0133233724627644, "total_loss": 0.9563648938201368}
{"data_time": 0.016411726363003254, "eta_seconds": 253881.27457691357, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.46116845056065237, "fast_rcnn/fg_cls_accuracy": 0.48993374108053006, "iteration": 14679, "loss_box_reg": 0.23151767812669277, "loss_cls": 0.22365141566842794, "loss_mask": 0.26749419420957565, "loss_rpn_cls": 0.046627212315797806, "loss_rpn_loc": 0.08172762533649802, "lr": 0.0001, "mask_rcnn/accuracy": 0.878377668306265, "mask_rcnn/false_negative": 0.09898641001232035, "mask_rcnn/false_positive": 0.14747539828498957, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0122577094007283, "total_loss": 0.8470581857254729}
{"data_time": 0.02485207701101899, "eta_seconds": 253861.38727669604, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.38261825960607043, "fast_rcnn/fg_cls_accuracy": 0.5730110688343134, "iteration": 14699, "loss_box_reg": 0.2633722350001335, "loss_cls": 0.22870618384331465, "loss_mask": 0.2682179044932127, "loss_rpn_cls": 0.04793776711449027, "loss_rpn_loc": 0.08172945550177246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904536558620624, "mask_rcnn/false_negative": 0.09522194832563177, "mask_rcnn/false_positive": 0.13233174238069884, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0049191021826118, "total_loss": 0.8883444981183857}
{"data_time": 0.018541009398177266, "eta_seconds": 254057.87380190566, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4382086167800453, "fast_rcnn/fg_cls_accuracy": 0.4856243154435925, "iteration": 14719, "loss_box_reg": 0.24628149345517159, "loss_cls": 0.21186372265219688, "loss_mask": 0.25845387391746044, "loss_rpn_cls": 0.04922071332111955, "loss_rpn_loc": 0.0758968717418611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788099278967785, "mask_rcnn/false_negative": 0.1191796916716753, "mask_rcnn/false_positive": 0.12130044223914631, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0121436044573784, "total_loss": 0.8354102345765568}
{"data_time": 0.03348524263128638, "eta_seconds": 254115.53340240847, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4391273141273141, "fast_rcnn/fg_cls_accuracy": 0.5189389751810293, "iteration": 14739, "loss_box_reg": 0.2529680822044611, "loss_cls": 0.24430972523987293, "loss_mask": 0.2895067632198334, "loss_rpn_cls": 0.06013465323485434, "loss_rpn_loc": 0.07424702984280884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762164499373757, "mask_rcnn/false_negative": 0.10068115169791858, "mask_rcnn/false_positive": 0.1708963132440663, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.002959941048175, "total_loss": 0.9508251082152128}
{"data_time": 0.014551091939210892, "eta_seconds": 253829.31581187062, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.4095297693545503, "fast_rcnn/fg_cls_accuracy": 0.5592347314201619, "iteration": 14759, "loss_box_reg": 0.2472056383267045, "loss_cls": 0.2219689255580306, "loss_mask": 0.28482417948544025, "loss_rpn_cls": 0.04938622214831412, "loss_rpn_loc": 0.08151383930817246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885678309785452, "mask_rcnn/false_negative": 0.08753014827153424, "mask_rcnn/false_positive": 0.15059181150537104, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9766991059295833, "total_loss": 0.9259093776345253}
{"data_time": 0.016510215122252703, "eta_seconds": 253752.94837798923, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.372366976140561, "fast_rcnn/fg_cls_accuracy": 0.5817582336841718, "iteration": 14779, "loss_box_reg": 0.2582741342484951, "loss_cls": 0.22940284200012684, "loss_mask": 0.2683921940624714, "loss_rpn_cls": 0.04987901682034135, "loss_rpn_loc": 0.06867733644321561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8765379067379475, "mask_rcnn/false_negative": 0.10712931197572206, "mask_rcnn/false_positive": 0.12993198768551867, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9873978749383241, "total_loss": 0.8786573340184987}
{"data_time": 0.0269744370598346, "eta_seconds": 253820.50990667194, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.4061719140429785, "fast_rcnn/fg_cls_accuracy": 0.5401888530631045, "iteration": 14799, "loss_box_reg": 0.26643827371299267, "loss_cls": 0.24976393207907677, "loss_mask": 0.2796799764037132, "loss_rpn_cls": 0.052543191239237785, "loss_rpn_loc": 0.09879134688526392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758791805378575, "mask_rcnn/false_negative": 0.11232810933465984, "mask_rcnn/false_positive": 0.13410597164507115, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0204660040326416, "total_loss": 0.9581131571903825}
{"data_time": 0.026448944117873907, "eta_seconds": 253769.64742545504, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4339563862928349, "fast_rcnn/fg_cls_accuracy": 0.5451935432059107, "iteration": 14819, "loss_box_reg": 0.2632261570543051, "loss_cls": 0.22804460767656565, "loss_mask": 0.2735155951231718, "loss_rpn_cls": 0.05456862924620509, "loss_rpn_loc": 0.08093049842864275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899221563879514, "mask_rcnn/false_negative": 0.09928458932373765, "mask_rcnn/false_positive": 0.13335976283129586, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.987568971933797, "total_loss": 0.8850152749801055}
{"data_time": 0.020141115644946694, "eta_seconds": 253989.1073513124, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4347970725216234, "fast_rcnn/fg_cls_accuracy": 0.534818794774547, "iteration": 14839, "loss_box_reg": 0.28825628384947777, "loss_cls": 0.25012078136205673, "loss_mask": 0.29037817753851414, "loss_rpn_cls": 0.056281618773937225, "loss_rpn_loc": 0.09212149796076119, "lr": 0.0001, "mask_rcnn/accuracy": 0.8623261156208247, "mask_rcnn/false_negative": 0.11359513083184389, "mask_rcnn/false_positive": 0.16724338043838294, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0137380897067487, "total_loss": 0.9830288650700822}
{"data_time": 0.01513299997895956, "eta_seconds": 253969.1991284443, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.38896612089383176, "fast_rcnn/fg_cls_accuracy": 0.5783296337402886, "iteration": 14859, "loss_box_reg": 0.2490221243351698, "loss_cls": 0.20488080196082592, "loss_mask": 0.28728264197707176, "loss_rpn_cls": 0.04545643494930118, "loss_rpn_loc": 0.08293332066386938, "lr": 0.0001, "mask_rcnn/accuracy": 0.8517800153308149, "mask_rcnn/false_negative": 0.13161156867217866, "mask_rcnn/false_positive": 0.14307535109897887, "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": 0.949025938520208, "total_loss": 0.8879863716429099}
{"data_time": 0.021512426203116775, "eta_seconds": 253847.07123544067, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.40377536611293574, "fast_rcnn/fg_cls_accuracy": 0.5725026088606394, "iteration": 14879, "loss_box_reg": 0.27238851599395275, "loss_cls": 0.23599358834326267, "loss_mask": 0.2690577320754528, "loss_rpn_cls": 0.04504874022677541, "loss_rpn_loc": 0.08707570028491318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764590405653586, "mask_rcnn/false_negative": 0.09232715851960818, "mask_rcnn/false_positive": 0.1436609266230362, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0040496701840311, "total_loss": 0.918623577337712}
{"data_time": 0.017470506485551596, "eta_seconds": 253878.73553300742, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.29651865749426726, "fast_rcnn/fg_cls_accuracy": 0.6691774346044752, "iteration": 14899, "loss_box_reg": 0.2411157600581646, "loss_cls": 0.21013824734836817, "loss_mask": 0.2689758278429508, "loss_rpn_cls": 0.043562915874645114, "loss_rpn_loc": 0.07355517684482038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981037708263053, "mask_rcnn/false_negative": 0.09403965066682571, "mask_rcnn/false_positive": 0.12368532846717337, "roi_head/num_bg_samples": 463.875, "roi_head/num_fg_samples": 48.125, "rpn/num_neg_anchors": 236.125, "rpn/num_pos_anchors": 19.875, "time": 1.0174990410450846, "total_loss": 0.839616458513774}
{"data_time": 0.013756929896771908, "eta_seconds": 253916.21307739988, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3948947945351977, "fast_rcnn/fg_cls_accuracy": 0.5775771847200418, "iteration": 14919, "loss_box_reg": 0.2508847787976265, "loss_cls": 0.21247713640332222, "loss_mask": 0.2753023002296686, "loss_rpn_cls": 0.05426672170870006, "loss_rpn_loc": 0.08776554651558399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844351366672796, "mask_rcnn/false_negative": 0.09715913292762576, "mask_rcnn/false_positive": 0.13230811209689494, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0116247478872538, "total_loss": 0.8905168485362083}
{"data_time": 0.013889575377106667, "eta_seconds": 253738.47365917638, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3858547507788162, "fast_rcnn/fg_cls_accuracy": 0.5783866335669782, "iteration": 14939, "loss_box_reg": 0.23703432269394398, "loss_cls": 0.2158640045672655, "loss_mask": 0.280253104865551, "loss_rpn_cls": 0.04141274426365271, "loss_rpn_loc": 0.08059096476063132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785691437222904, "mask_rcnn/false_negative": 0.09900045412941541, "mask_rcnn/false_positive": 0.14696945014286283, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.981887832051143, "total_loss": 0.8766058412147686}
{"data_time": 0.022374167572706938, "eta_seconds": 253948.3865816146, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.46614047128803476, "fast_rcnn/fg_cls_accuracy": 0.5083389005535408, "iteration": 14959, "loss_box_reg": 0.2699341345578432, "loss_cls": 0.222872419282794, "loss_mask": 0.2787044905126095, "loss_rpn_cls": 0.042128020664677024, "loss_rpn_loc": 0.0788732843939215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8710648512944431, "mask_rcnn/false_negative": 0.10273178614423392, "mask_rcnn/false_positive": 0.1486371987596849, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0114318723790348, "total_loss": 0.8874403072986752}
{"data_time": 0.014793468406423926, "eta_seconds": 253805.8555571083, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.4222653102336825, "fast_rcnn/fg_cls_accuracy": 0.5161074098147547, "iteration": 14979, "loss_box_reg": 0.23719078488647938, "loss_cls": 0.22236602753400803, "loss_mask": 0.27432815358042717, "loss_rpn_cls": 0.04509266861714423, "loss_rpn_loc": 0.0924503814894706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819133660705889, "mask_rcnn/false_negative": 0.09689718357354156, "mask_rcnn/false_positive": 0.1547070733435179, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9858542184811085, "total_loss": 0.8743179168086499}
{"data_time": 0.014101768610998988, "eta_seconds": 253581.3552082982, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3772648835202761, "fast_rcnn/fg_cls_accuracy": 0.5640850831742569, "iteration": 14999, "loss_box_reg": 0.24247028958052397, "loss_cls": 0.21954705566167831, "loss_mask": 0.2775550726801157, "loss_rpn_cls": 0.04724198149051517, "loss_rpn_loc": 0.08245970634743571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749006370504002, "mask_rcnn/false_negative": 0.10565940007613009, "mask_rcnn/false_positive": 0.1579276109334494, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9569325633347034, "total_loss": 0.8659581909887493}
{"data_time": 0.013435441767796874, "eta_seconds": 253658.8881581463, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3902623544351679, "fast_rcnn/fg_cls_accuracy": 0.5853662756496765, "iteration": 15019, "loss_box_reg": 0.24646030738949776, "loss_cls": 0.21093531604856253, "loss_mask": 0.2800997644662857, "loss_rpn_cls": 0.042191286804154515, "loss_rpn_loc": 0.09195884526707232, "lr": 0.0001, "mask_rcnn/accuracy": 0.8662720849648082, "mask_rcnn/false_negative": 0.10359653124592012, "mask_rcnn/false_positive": 0.13141056771275336, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.977458520559594, "total_loss": 0.8826649498660117}
{"data_time": 0.017450403654947877, "eta_seconds": 253400.95682118088, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.4206188166362501, "fast_rcnn/fg_cls_accuracy": 0.5263053947069848, "iteration": 15039, "loss_box_reg": 0.25767749175429344, "loss_cls": 0.2160538025200367, "loss_mask": 0.2801389005035162, "loss_rpn_cls": 0.046512036584317684, "loss_rpn_loc": 0.09069050941616297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902297517753183, "mask_rcnn/false_negative": 0.09645024412715522, "mask_rcnn/false_positive": 0.11857013589327284, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9644324642140418, "total_loss": 0.9075302630662918}
{"data_time": 0.019068160327151418, "eta_seconds": 253396.83755747974, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3924843260188088, "fast_rcnn/fg_cls_accuracy": 0.5806868046629139, "iteration": 15059, "loss_box_reg": 0.26074565947055817, "loss_cls": 0.22363329771906137, "loss_mask": 0.278285289183259, "loss_rpn_cls": 0.053517548367381096, "loss_rpn_loc": 0.08297274226788431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884537805253594, "mask_rcnn/false_negative": 0.1028348032725982, "mask_rcnn/false_positive": 0.12704943697288623, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9846812195610255, "total_loss": 0.9111902903532609}
{"data_time": 0.020198163576424122, "eta_seconds": 253433.1871574279, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.37839721725948783, "fast_rcnn/fg_cls_accuracy": 0.5365490708478513, "iteration": 15079, "loss_box_reg": 0.24377369694411755, "loss_cls": 0.22693523578345776, "loss_mask": 0.27444914542138577, "loss_rpn_cls": 0.05353422649204731, "loss_rpn_loc": 0.10065139597281814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816395656703404, "mask_rcnn/false_negative": 0.09536967002350864, "mask_rcnn/false_positive": 0.14152485954242966, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9887366939801723, "total_loss": 0.9402586400974542}
{"data_time": 0.023273249389603734, "eta_seconds": 253399.42574629094, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4132457580733443, "fast_rcnn/fg_cls_accuracy": 0.538772867087583, "iteration": 15099, "loss_box_reg": 0.23898982163518667, "loss_cls": 0.21263745427131653, "loss_mask": 0.27713507786393166, "loss_rpn_cls": 0.048439255682751536, "loss_rpn_loc": 0.06577806267887354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753695700951443, "mask_rcnn/false_negative": 0.1052634950196489, "mask_rcnn/false_positive": 0.14155598446163314, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.995009420439601, "total_loss": 0.865955377521459}
{"data_time": 0.01865834859199822, "eta_seconds": 253250.3495554626, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3542125438381861, "fast_rcnn/fg_cls_accuracy": 0.5770761035344046, "iteration": 15119, "loss_box_reg": 0.25647037476301193, "loss_cls": 0.22704639844596386, "loss_mask": 0.26368432492017746, "loss_rpn_cls": 0.048200974240899086, "loss_rpn_loc": 0.09461332205682993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864808446641683, "mask_rcnn/false_negative": 0.09273959812484761, "mask_rcnn/false_positive": 0.13175708569529848, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9441571536008269, "total_loss": 0.9150413030292839}
{"data_time": 0.02220374089665711, "eta_seconds": 253362.7319086762, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40894648829431435, "fast_rcnn/fg_cls_accuracy": 0.5358634242200933, "iteration": 15139, "loss_box_reg": 0.25116640888154507, "loss_cls": 0.21197926811873913, "loss_mask": 0.272334448993206, "loss_rpn_cls": 0.04243756551295519, "loss_rpn_loc": 0.07424082630313933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781906974852197, "mask_rcnn/false_negative": 0.08457487240193085, "mask_rcnn/false_positive": 0.13852632059552633, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9982610158622265, "total_loss": 0.8748503599781543}
{"data_time": 0.01538710342720151, "eta_seconds": 253519.61353134364, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.38739067055393583, "fast_rcnn/fg_cls_accuracy": 0.5475183776281294, "iteration": 15159, "loss_box_reg": 0.2523596901446581, "loss_cls": 0.22720210440456867, "loss_mask": 0.275467274710536, "loss_rpn_cls": 0.050695521524176, "loss_rpn_loc": 0.08490064344368875, "lr": 0.0001, "mask_rcnn/accuracy": 0.88634313823606, "mask_rcnn/false_negative": 0.10412759828804197, "mask_rcnn/false_positive": 0.13183354966212124, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.020432971417904, "total_loss": 0.8917046636343002}
{"data_time": 0.02444598451256752, "eta_seconds": 253742.10728618782, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.45339632277834524, "fast_rcnn/fg_cls_accuracy": 0.5368401759530792, "iteration": 15179, "loss_box_reg": 0.2631027139723301, "loss_cls": 0.2263379441574216, "loss_mask": 0.28783578611910343, "loss_rpn_cls": 0.050676269573159516, "loss_rpn_loc": 0.0875045913271606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8663592373716655, "mask_rcnn/false_negative": 0.11953620897199474, "mask_rcnn/false_positive": 0.1356860967233967, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.988638975424692, "total_loss": 0.910238494630903}
{"data_time": 0.0157647505402565, "eta_seconds": 253695.81006737426, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3575409786940757, "fast_rcnn/fg_cls_accuracy": 0.6020541958041958, "iteration": 15199, "loss_box_reg": 0.2554337251931429, "loss_cls": 0.22428121231496334, "loss_mask": 0.27643218636512756, "loss_rpn_cls": 0.05431082402355969, "loss_rpn_loc": 0.08847170847002417, "lr": 0.0001, "mask_rcnn/accuracy": 0.882399418822877, "mask_rcnn/false_negative": 0.09378313955283535, "mask_rcnn/false_positive": 0.1329074146515559, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9856990980915725, "total_loss": 0.9279365811962634}
{"data_time": 0.023094658041372895, "eta_seconds": 253900.9641637886, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.39043039421062653, "fast_rcnn/fg_cls_accuracy": 0.5727669751481751, "iteration": 15219, "loss_box_reg": 0.2563661327585578, "loss_cls": 0.2320605218410492, "loss_mask": 0.28132603131234646, "loss_rpn_cls": 0.048343861009925604, "loss_rpn_loc": 0.08157852781005204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819848288633354, "mask_rcnn/false_negative": 0.11296189856565284, "mask_rcnn/false_positive": 0.12062021419447636, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.014825092162937, "total_loss": 0.911307190428488}
{"data_time": 0.023210254264995456, "eta_seconds": 253997.01865643263, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3986488498843431, "fast_rcnn/fg_cls_accuracy": 0.526480301958009, "iteration": 15239, "loss_box_reg": 0.2694390341639519, "loss_cls": 0.23705342784523964, "loss_mask": 0.29757820442318916, "loss_rpn_cls": 0.05260022706352174, "loss_rpn_loc": 0.08469746680930257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801902323846762, "mask_rcnn/false_negative": 0.10861739287645761, "mask_rcnn/false_positive": 0.14030315181019698, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0415432574227452, "total_loss": 0.9676629172172397}
{"data_time": 0.01502346945926547, "eta_seconds": 253983.77046806272, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.37421531455310797, "fast_rcnn/fg_cls_accuracy": 0.5833130699088146, "iteration": 15259, "loss_box_reg": 0.27210673689842224, "loss_cls": 0.2273311000317335, "loss_mask": 0.2819143086671829, "loss_rpn_cls": 0.04462010180577636, "loss_rpn_loc": 0.0940922397421673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808071490791438, "mask_rcnn/false_negative": 0.09931537528979995, "mask_rcnn/false_positive": 0.13134702123070066, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0030286905821413, "total_loss": 0.9290028002578765}
{"data_time": 0.017807442462071776, "eta_seconds": 253772.803568542, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.43619649554501616, "fast_rcnn/fg_cls_accuracy": 0.5283336135866823, "iteration": 15279, "loss_box_reg": 0.26231540367007256, "loss_cls": 0.23035595752298832, "loss_mask": 0.2761168759316206, "loss_rpn_cls": 0.048963195411488414, "loss_rpn_loc": 0.0885187154635787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8720815805661108, "mask_rcnn/false_negative": 0.1021289262959327, "mask_rcnn/false_positive": 0.16233299616475566, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9801645977422595, "total_loss": 0.9206179974135011}
{"data_time": 0.01744504296220839, "eta_seconds": 253689.50602202676, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3926630084756679, "fast_rcnn/fg_cls_accuracy": 0.5784300897050058, "iteration": 15299, "loss_box_reg": 0.23905285634100437, "loss_cls": 0.2090009693056345, "loss_mask": 0.2769233398139477, "loss_rpn_cls": 0.0429539957549423, "loss_rpn_loc": 0.08713589375838637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759310694822693, "mask_rcnn/false_negative": 0.10582363202811734, "mask_rcnn/false_positive": 0.15049045074691264, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0078295129351318, "total_loss": 0.8414236907847226}
{"data_time": 0.02598689659498632, "eta_seconds": 253908.80565451458, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.34817886765236206, "fast_rcnn/fg_cls_accuracy": 0.6277016360003912, "iteration": 15319, "loss_box_reg": 0.26236357167363167, "loss_cls": 0.22122668009251356, "loss_mask": 0.2691853456199169, "loss_rpn_cls": 0.04308832064270973, "loss_rpn_loc": 0.0787136924918741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762722210643064, "mask_rcnn/false_negative": 0.09799284080463286, "mask_rcnn/false_positive": 0.14948278476460686, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.0030010263435543, "total_loss": 0.8760728926863521}
{"data_time": 0.01782155898399651, "eta_seconds": 253904.00795869064, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3593491450634308, "fast_rcnn/fg_cls_accuracy": 0.609961586140402, "iteration": 15339, "loss_box_reg": 0.2639463488012552, "loss_cls": 0.21714729443192482, "loss_mask": 0.2705151401460171, "loss_rpn_cls": 0.04985410114750266, "loss_rpn_loc": 0.09065965004265308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814543186090518, "mask_rcnn/false_negative": 0.0979706374437889, "mask_rcnn/false_positive": 0.14649009555073145, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0084397306200117, "total_loss": 0.8727991939522326}
{"data_time": 0.01361443242058158, "eta_seconds": 253868.92677817494, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36971329717261636, "fast_rcnn/fg_cls_accuracy": 0.5598669623059866, "iteration": 15359, "loss_box_reg": 0.264973770827055, "loss_cls": 0.23126110807061195, "loss_mask": 0.26716694608330727, "loss_rpn_cls": 0.0498556774109602, "loss_rpn_loc": 0.08887734450399876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848946336950825, "mask_rcnn/false_negative": 0.10154748180672764, "mask_rcnn/false_positive": 0.14068778157880046, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9967908870894462, "total_loss": 0.9431264997692779}
{"data_time": 0.018986319424584508, "eta_seconds": 253857.4379427731, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.38568123878764987, "fast_rcnn/fg_cls_accuracy": 0.5749826429067345, "iteration": 15379, "loss_box_reg": 0.24771978333592415, "loss_cls": 0.2241394016891718, "loss_mask": 0.2666141055524349, "loss_rpn_cls": 0.049477141234092414, "loss_rpn_loc": 0.08316822769120336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729999871189077, "mask_rcnn/false_negative": 0.10105306825981064, "mask_rcnn/false_positive": 0.14960401207424295, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9914241284132004, "total_loss": 0.8958909490611404}
{"data_time": 0.02167338691651821, "eta_seconds": 253496.67677846737, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.36009634684865516, "fast_rcnn/fg_cls_accuracy": 0.5637762287001831, "iteration": 15399, "loss_box_reg": 0.2535598035901785, "loss_cls": 0.2152932547032833, "loss_mask": 0.2838763911277056, "loss_rpn_cls": 0.0537983737885952, "loss_rpn_loc": 0.08791761565953493, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841852289696366, "mask_rcnn/false_negative": 0.10103486305159225, "mask_rcnn/false_positive": 0.12430350877493654, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.960147098870948, "total_loss": 0.9081431796075776}
{"data_time": 0.017538077663630247, "eta_seconds": 253283.2409885293, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4089154803925371, "fast_rcnn/fg_cls_accuracy": 0.5641719354046262, "iteration": 15419, "loss_box_reg": 0.27266970090568066, "loss_cls": 0.23928601201623678, "loss_mask": 0.28727205842733383, "loss_rpn_cls": 0.04361206153407693, "loss_rpn_loc": 0.07439750153571367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788165967321508, "mask_rcnn/false_negative": 0.08985607738852844, "mask_rcnn/false_positive": 0.1565573738555226, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0091052409261465, "total_loss": 0.9097448566462845}
{"data_time": 0.016331344610080123, "eta_seconds": 253263.34286291152, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.38763579069574594, "fast_rcnn/fg_cls_accuracy": 0.5991583050004146, "iteration": 15439, "loss_box_reg": 0.2610034067183733, "loss_cls": 0.22145557031035423, "loss_mask": 0.280502425506711, "loss_rpn_cls": 0.045402045361697674, "loss_rpn_loc": 0.07770394044928253, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023723755254134, "mask_rcnn/false_negative": 0.09696158481303761, "mask_rcnn/false_positive": 0.1269094423172821, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9967670028563589, "total_loss": 0.9162769033573568}
{"data_time": 0.017774540465325117, "eta_seconds": 253593.47291275393, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.37784635770826797, "fast_rcnn/fg_cls_accuracy": 0.5850522238362039, "iteration": 15459, "loss_box_reg": 0.24205957725644112, "loss_cls": 0.21728232223540545, "loss_mask": 0.27782767824828625, "loss_rpn_cls": 0.05468134814873338, "loss_rpn_loc": 0.07660011004190892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8693746880964126, "mask_rcnn/false_negative": 0.11056055913860907, "mask_rcnn/false_positive": 0.1425528470900091, "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": 1.0259370238054544, "total_loss": 0.8690537374932319}
{"data_time": 0.016626722645014524, "eta_seconds": 253596.66836533695, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.40073157081179045, "fast_rcnn/fg_cls_accuracy": 0.5440707147056354, "iteration": 15479, "loss_box_reg": 0.2530600056052208, "loss_cls": 0.22943748347461224, "loss_mask": 0.27348728850483894, "loss_rpn_cls": 0.042384145548567176, "loss_rpn_loc": 0.08549868268892169, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780631858398121, "mask_rcnn/false_negative": 0.11134891919043224, "mask_rcnn/false_positive": 0.14271742889601485, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.013238955521956, "total_loss": 0.8944286755286157}
{"data_time": 0.013020390411838889, "eta_seconds": 253723.69940509088, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.39833225897092606, "fast_rcnn/fg_cls_accuracy": 0.5786462312197607, "iteration": 15499, "loss_box_reg": 0.2614620765671134, "loss_cls": 0.2167268581688404, "loss_mask": 0.27865881100296974, "loss_rpn_cls": 0.053388409316539764, "loss_rpn_loc": 0.087634252384305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8738672788973152, "mask_rcnn/false_negative": 0.10189801073903357, "mask_rcnn/false_positive": 0.1432177082285503, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0024182158522308, "total_loss": 0.9173057298175991}
{"data_time": 0.01571452058851719, "eta_seconds": 253572.30315934867, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3834013183938314, "fast_rcnn/fg_cls_accuracy": 0.5463951935914553, "iteration": 15519, "loss_box_reg": 0.24463821668177843, "loss_cls": 0.20300098601728678, "loss_mask": 0.26981467939913273, "loss_rpn_cls": 0.042690201895311475, "loss_rpn_loc": 0.07509581849444658, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857287515915687, "mask_rcnn/false_negative": 0.09108034405123004, "mask_rcnn/false_positive": 0.12949588063348955, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9903072265442461, "total_loss": 0.845757125178352}
{"data_time": 0.02279802761040628, "eta_seconds": 253383.7626847392, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3714622467771639, "fast_rcnn/fg_cls_accuracy": 0.6010464287212179, "iteration": 15539, "loss_box_reg": 0.2456411411985755, "loss_cls": 0.22214326076209545, "loss_mask": 0.2848730497062206, "loss_rpn_cls": 0.05353851732797921, "loss_rpn_loc": 0.11056262964848429, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895983522839641, "mask_rcnn/false_negative": 0.09037880810205945, "mask_rcnn/false_positive": 0.12988687129557863, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9994785725139081, "total_loss": 0.9434224490541965}
{"data_time": 0.018367445096373558, "eta_seconds": 253590.8597195614, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.43557090438161017, "fast_rcnn/fg_cls_accuracy": 0.533124719736406, "iteration": 15559, "loss_box_reg": 0.2860088963061571, "loss_cls": 0.2502654902637005, "loss_mask": 0.29011812061071396, "loss_rpn_cls": 0.04918233212083578, "loss_rpn_loc": 0.08673458313569427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773352459313921, "mask_rcnn/false_negative": 0.09123814195425539, "mask_rcnn/false_positive": 0.13122113107221106, "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": 1.0128863111604005, "total_loss": 0.9593122570076957}
{"data_time": 0.023238483583554626, "eta_seconds": 253643.94342885353, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.42377188029361945, "fast_rcnn/fg_cls_accuracy": 0.5442789968652038, "iteration": 15579, "loss_box_reg": 0.25532033294439316, "loss_cls": 0.23324719164520502, "loss_mask": 0.27326374873518944, "loss_rpn_cls": 0.050204727333039045, "loss_rpn_loc": 0.09074785141274333, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959639121274556, "mask_rcnn/false_negative": 0.08281370361033563, "mask_rcnn/false_positive": 0.1295915631193511, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.015759592410177, "total_loss": 0.9162416579201818}
{"data_time": 0.016439099796116352, "eta_seconds": 253550.99321119487, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.4278547854785478, "fast_rcnn/fg_cls_accuracy": 0.5568887397214297, "iteration": 15599, "loss_box_reg": 0.26421484909951687, "loss_cls": 0.24074356816709042, "loss_mask": 0.29247613437473774, "loss_rpn_cls": 0.04542119987308979, "loss_rpn_loc": 0.078684315783903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862723828474177, "mask_rcnn/false_negative": 0.10988888127303505, "mask_rcnn/false_positive": 0.12456805560490435, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9763237591832876, "total_loss": 0.9161697418894619}
{"data_time": 0.01427833503112197, "eta_seconds": 253531.0599570116, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3934876748834111, "fast_rcnn/fg_cls_accuracy": 0.5903564290473018, "iteration": 15619, "loss_box_reg": 0.23848276026546955, "loss_cls": 0.20870330650359392, "loss_mask": 0.2600002624094486, "loss_rpn_cls": 0.04543011914938688, "loss_rpn_loc": 0.08239030255936086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870505590163409, "mask_rcnn/false_negative": 0.09808755348306314, "mask_rcnn/false_positive": 0.12032599647486267, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9862973568961024, "total_loss": 0.8568097217939794}
{"data_time": 0.018538449192419648, "eta_seconds": 253642.95535833575, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.43549946927703737, "fast_rcnn/fg_cls_accuracy": 0.5422924378635643, "iteration": 15639, "loss_box_reg": 0.2625674959272146, "loss_cls": 0.22654608730226755, "loss_mask": 0.2824728228151798, "loss_rpn_cls": 0.042580763110890985, "loss_rpn_loc": 0.09041611663997173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8663291078604796, "mask_rcnn/false_negative": 0.09654943931943291, "mask_rcnn/false_positive": 0.1536329231326558, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0228422894142568, "total_loss": 0.9194678575731814}
{"data_time": 0.013344707665964961, "eta_seconds": 253264.27022414748, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35618248632860555, "fast_rcnn/fg_cls_accuracy": 0.6157445254895113, "iteration": 15659, "loss_box_reg": 0.2727761045098305, "loss_cls": 0.22208533249795437, "loss_mask": 0.26765235140919685, "loss_rpn_cls": 0.04671155125834048, "loss_rpn_loc": 0.08064564573578537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915875135809124, "mask_rcnn/false_negative": 0.10249230774997373, "mask_rcnn/false_positive": 0.13501225698530872, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9772421990055591, "total_loss": 0.9075529674300924}
{"data_time": 0.015094911679625511, "eta_seconds": 253239.37904533, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.461342817769131, "fast_rcnn/fg_cls_accuracy": 0.5107003891050583, "iteration": 15679, "loss_box_reg": 0.2438759244978428, "loss_cls": 0.21754074469208717, "loss_mask": 0.2786549888551235, "loss_rpn_cls": 0.045826348941773176, "loss_rpn_loc": 0.08205392165109515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769168992383278, "mask_rcnn/false_negative": 0.10505765711480491, "mask_rcnn/false_positive": 0.1392484095022577, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9985241228714585, "total_loss": 0.8699559881351888}
{"data_time": 0.01484452560544014, "eta_seconds": 253041.26699217595, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3942821883998354, "fast_rcnn/fg_cls_accuracy": 0.5659274156006182, "iteration": 15699, "loss_box_reg": 0.24844994209706783, "loss_cls": 0.22983803320676088, "loss_mask": 0.26796339824795723, "loss_rpn_cls": 0.04817720502614975, "loss_rpn_loc": 0.07518366375006735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789804875737723, "mask_rcnn/false_negative": 0.10155400918745107, "mask_rcnn/false_positive": 0.1364890891077274, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.965315603883937, "total_loss": 0.889430221170187}
{"data_time": 0.025159516371786594, "eta_seconds": 252742.65818495303, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.43383506465974137, "fast_rcnn/fg_cls_accuracy": 0.5189520624303232, "iteration": 15719, "loss_box_reg": 0.2591877914965153, "loss_cls": 0.22503593191504478, "loss_mask": 0.27335660345852375, "loss_rpn_cls": 0.05472582415677607, "loss_rpn_loc": 0.0991307757794857, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784210854152982, "mask_rcnn/false_negative": 0.10863822814892224, "mask_rcnn/false_positive": 0.13594931429516183, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9778974440414459, "total_loss": 0.8923461735248566}
{"data_time": 0.01606532442383468, "eta_seconds": 252654.18698698282, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.36700680272108843, "fast_rcnn/fg_cls_accuracy": 0.5937100893997446, "iteration": 15739, "loss_box_reg": 0.2768713477998972, "loss_cls": 0.22523431293666363, "loss_mask": 0.26602502539753914, "loss_rpn_cls": 0.04440507269464433, "loss_rpn_loc": 0.08581885043531656, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767325965944521, "mask_rcnn/false_negative": 0.11019938796440445, "mask_rcnn/false_positive": 0.12256490261092182, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9771024531219155, "total_loss": 0.9095699351746589}
{"data_time": 0.018240395933389664, "eta_seconds": 253164.69317365438, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.37889108620815937, "fast_rcnn/fg_cls_accuracy": 0.578166461963032, "iteration": 15759, "loss_box_reg": 0.2554053543135524, "loss_cls": 0.21841828152537346, "loss_mask": 0.2824750915169716, "loss_rpn_cls": 0.05281391879543662, "loss_rpn_loc": 0.09115027799271047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8763326686581101, "mask_rcnn/false_negative": 0.1043462785627628, "mask_rcnn/false_positive": 0.1507661464412503, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0592525154352188, "total_loss": 0.8987154487986118}
{"data_time": 0.014609772013500333, "eta_seconds": 253139.80395133607, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.36904761904761907, "fast_rcnn/fg_cls_accuracy": 0.5858188984040482, "iteration": 15779, "loss_box_reg": 0.26481252163648605, "loss_cls": 0.2289816476404667, "loss_mask": 0.2750852331519127, "loss_rpn_cls": 0.06098705716431141, "loss_rpn_loc": 0.09944046102464199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8728483357628766, "mask_rcnn/false_negative": 0.10035400738806832, "mask_rcnn/false_positive": 0.1487650448492816, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9797927108593285, "total_loss": 0.9698661450529471}
{"data_time": 0.013079687021672726, "eta_seconds": 252941.76197173074, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35080055398076604, "fast_rcnn/fg_cls_accuracy": 0.6060701203558346, "iteration": 15799, "loss_box_reg": 0.24762839078903198, "loss_cls": 0.21263735741376877, "loss_mask": 0.2715721130371094, "loss_rpn_cls": 0.05429724580608308, "loss_rpn_loc": 0.07172215962782502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753674949041321, "mask_rcnn/false_negative": 0.10715458323649518, "mask_rcnn/false_positive": 0.1499529467760528, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0090978774242103, "total_loss": 0.8608298324979842}
{"data_time": 0.015081503428518772, "eta_seconds": 252676.62138348445, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3869230769230769, "fast_rcnn/fg_cls_accuracy": 0.5950231910946197, "iteration": 15819, "loss_box_reg": 0.25148498825728893, "loss_cls": 0.2212347686290741, "loss_mask": 0.27079623751342297, "loss_rpn_cls": 0.056267376290634274, "loss_rpn_loc": 0.08151416713371873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799234656151724, "mask_rcnn/false_negative": 0.0936989047481121, "mask_rcnn/false_positive": 0.14142708309915017, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9616339427884668, "total_loss": 0.893465437926352}
{"data_time": 0.020372927887365222, "eta_seconds": 252467.5245477073, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.40618517420938993, "fast_rcnn/fg_cls_accuracy": 0.5502785471974105, "iteration": 15839, "loss_box_reg": 0.23312793299555779, "loss_cls": 0.21721557527780533, "loss_mask": 0.2748181205242872, "loss_rpn_cls": 0.049098823918029666, "loss_rpn_loc": 0.07310647936537862, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855346419834151, "mask_rcnn/false_negative": 0.09790817597146353, "mask_rcnn/false_positive": 0.12787812637408474, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.986158829415217, "total_loss": 0.8554409116040915}
{"data_time": 0.014525541570037603, "eta_seconds": 252534.94486302137, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.43219473264166003, "fast_rcnn/fg_cls_accuracy": 0.5226226012793177, "iteration": 15859, "loss_box_reg": 0.2698302250355482, "loss_cls": 0.23414695635437965, "loss_mask": 0.2804693840444088, "loss_rpn_cls": 0.04596538771875203, "loss_rpn_loc": 0.06728604296222329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8693701208304543, "mask_rcnn/false_negative": 0.11123193668904047, "mask_rcnn/false_positive": 0.15552986623935755, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9458814912941307, "total_loss": 0.9262708313763142}
{"data_time": 0.014497315511107445, "eta_seconds": 252372.01857220381, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.38936726213425865, "fast_rcnn/fg_cls_accuracy": 0.598091843153701, "iteration": 15879, "loss_box_reg": 0.2654345165938139, "loss_cls": 0.24038057401776314, "loss_mask": 0.27002568915486336, "loss_rpn_cls": 0.04461202467791736, "loss_rpn_loc": 0.08149803325068206, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797128469732696, "mask_rcnn/false_negative": 0.10138181484443282, "mask_rcnn/false_positive": 0.14997052900717062, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9783496847376227, "total_loss": 0.8863791911862791}
{"data_time": 0.025746921310201287, "eta_seconds": 252240.7690369757, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38599890455976993, "fast_rcnn/fg_cls_accuracy": 0.5567466561762391, "iteration": 15899, "loss_box_reg": 0.25695208832621574, "loss_cls": 0.23232868127524853, "loss_mask": 0.2791294138878584, "loss_rpn_cls": 0.04721475369296968, "loss_rpn_loc": 0.09040916943922639, "lr": 0.0001, "mask_rcnn/accuracy": 0.876199905365372, "mask_rcnn/false_negative": 0.1062393217721472, "mask_rcnn/false_positive": 0.13284528897886555, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0094959859270602, "total_loss": 0.901711908634752}
{"data_time": 0.013977723428979516, "eta_seconds": 251930.0789360702, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.36132210392499603, "fast_rcnn/fg_cls_accuracy": 0.5521091434217527, "iteration": 15919, "loss_box_reg": 0.2553097438067198, "loss_cls": 0.20737565215677023, "loss_mask": 0.2826487198472023, "loss_rpn_cls": 0.04959948419127613, "loss_rpn_loc": 0.07418766338378191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875302044348539, "mask_rcnn/false_negative": 0.08385105765312999, "mask_rcnn/false_positive": 0.14320372696384262, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.985304705100134, "total_loss": 0.8602347057312727}
{"data_time": 0.014309342950582504, "eta_seconds": 251832.9214161029, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3902635519616652, "fast_rcnn/fg_cls_accuracy": 0.5717430368373764, "iteration": 15939, "loss_box_reg": 0.2668915335088968, "loss_cls": 0.22333353757858276, "loss_mask": 0.27626375667750835, "loss_rpn_cls": 0.04731679195538163, "loss_rpn_loc": 0.07808928843587637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799110230684453, "mask_rcnn/false_negative": 0.08077461416557104, "mask_rcnn/false_positive": 0.16954185936610022, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9779181578196585, "total_loss": 0.8828998113749549}
{"data_time": 0.015856695361435413, "eta_seconds": 251807.5037905667, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.37404827166133703, "fast_rcnn/fg_cls_accuracy": 0.6234391655245927, "iteration": 15959, "loss_box_reg": 0.26127272471785545, "loss_cls": 0.20772067876532674, "loss_mask": 0.2747112773358822, "loss_rpn_cls": 0.05039633787237108, "loss_rpn_loc": 0.0839353259652853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798485740450026, "mask_rcnn/false_negative": 0.10645927784426193, "mask_rcnn/false_positive": 0.14133132931511463, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9990648445673287, "total_loss": 0.900155469076708}
{"data_time": 0.02131416299380362, "eta_seconds": 251787.67954999115, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4290433888848102, "fast_rcnn/fg_cls_accuracy": 0.5446995464852608, "iteration": 15979, "loss_box_reg": 0.2544304560869932, "loss_cls": 0.22289491910487413, "loss_mask": 0.28706102073192596, "loss_rpn_cls": 0.051851114025339484, "loss_rpn_loc": 0.10088854236528277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8734369529479624, "mask_rcnn/false_negative": 0.10205806547835886, "mask_rcnn/false_positive": 0.1452215219089923, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.976823101285845, "total_loss": 0.9279265184886754}
{"data_time": 0.015777389518916607, "eta_seconds": 251773.44737341627, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.4516624247565951, "fast_rcnn/fg_cls_accuracy": 0.5224085266783649, "iteration": 15999, "loss_box_reg": 0.22863610461354256, "loss_cls": 0.2018578825518489, "loss_mask": 0.2883055955171585, "loss_rpn_cls": 0.04396308644209057, "loss_rpn_loc": 0.07756100594997406, "lr": 0.0001, "mask_rcnn/accuracy": 0.871877227181836, "mask_rcnn/false_negative": 0.10895872528389133, "mask_rcnn/false_positive": 0.14818712509532256, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9820239120163023, "total_loss": 0.8711863961070776}
{"data_time": 0.01534737809561193, "eta_seconds": 252121.64706812706, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4013289841976506, "fast_rcnn/fg_cls_accuracy": 0.5494076484737783, "iteration": 16019, "loss_box_reg": 0.2520410493016243, "loss_cls": 0.23689997103065252, "loss_mask": 0.27674612775444984, "loss_rpn_cls": 0.04585452994797379, "loss_rpn_loc": 0.1077829257119447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832348591895358, "mask_rcnn/false_negative": 0.10574102577627106, "mask_rcnn/false_positive": 0.1467433370202705, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.007697902387008, "total_loss": 0.8978360393084586}
{"data_time": 0.01677949563600123, "eta_seconds": 251941.3538567163, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3667075736325386, "fast_rcnn/fg_cls_accuracy": 0.6050666199158485, "iteration": 16039, "loss_box_reg": 0.22086255997419357, "loss_cls": 0.20920213591307402, "loss_mask": 0.2631409056484699, "loss_rpn_cls": 0.047440438997000456, "loss_rpn_loc": 0.07458524056710303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791252420508433, "mask_rcnn/false_negative": 0.10291122494076502, "mask_rcnn/false_positive": 0.12478525446997224, "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": 0.9569609989412129, "total_loss": 0.8217050640960224}
{"data_time": 0.019891255302354693, "eta_seconds": 251791.26355882268, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3681968999158124, "fast_rcnn/fg_cls_accuracy": 0.624390243902439, "iteration": 16059, "loss_box_reg": 0.24502200074493885, "loss_cls": 0.20457973144948483, "loss_mask": 0.26722952350974083, "loss_rpn_cls": 0.04457336012274027, "loss_rpn_loc": 0.07719754730351269, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824225266193434, "mask_rcnn/false_negative": 0.10882977542967592, "mask_rcnn/false_positive": 0.14519557076021017, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9703254820778966, "total_loss": 0.8412265185033903}
{"data_time": 0.014014128362759948, "eta_seconds": 252003.10702431947, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3961352657004831, "fast_rcnn/fg_cls_accuracy": 0.5651038515829805, "iteration": 16079, "loss_box_reg": 0.2632995117455721, "loss_cls": 0.2347451914101839, "loss_mask": 0.27340305782854557, "loss_rpn_cls": 0.05108041176572442, "loss_rpn_loc": 0.08423080760985613, "lr": 0.0001, "mask_rcnn/accuracy": 0.877442003718119, "mask_rcnn/false_negative": 0.09392666751137183, "mask_rcnn/false_positive": 0.13902239956229856, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0271915004123002, "total_loss": 0.918388155347202}
{"data_time": 0.014828580897301435, "eta_seconds": 251918.78760776017, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4397268202910883, "fast_rcnn/fg_cls_accuracy": 0.5494832468834241, "iteration": 16099, "loss_box_reg": 0.26597379706799984, "loss_cls": 0.2304528309032321, "loss_mask": 0.2791787441819906, "loss_rpn_cls": 0.041844965890049934, "loss_rpn_loc": 0.09479525731876493, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741958685791712, "mask_rcnn/false_negative": 0.11459806229498892, "mask_rcnn/false_positive": 0.1371528041541078, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9778842136729509, "total_loss": 0.9139863499440253}
{"data_time": 0.017091666348278522, "eta_seconds": 252171.5127322916, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3673233329183784, "fast_rcnn/fg_cls_accuracy": 0.5861974065499992, "iteration": 16119, "loss_box_reg": 0.242070397362113, "loss_cls": 0.20518182963132858, "loss_mask": 0.27279993146657944, "loss_rpn_cls": 0.04367927182465792, "loss_rpn_loc": 0.07929761346895248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886975737325428, "mask_rcnn/false_negative": 0.0993993038254043, "mask_rcnn/false_positive": 0.11878420693178218, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9960864305030555, "total_loss": 0.8692471694666892}
{"data_time": 0.018059091176837683, "eta_seconds": 252048.78453589976, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3761792452830189, "fast_rcnn/fg_cls_accuracy": 0.610105970535022, "iteration": 16139, "loss_box_reg": 0.2320260088890791, "loss_cls": 0.19944786094129086, "loss_mask": 0.26631285063922405, "loss_rpn_cls": 0.044737608171999454, "loss_rpn_loc": 0.07286350918002427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940133632109306, "mask_rcnn/false_negative": 0.08862162652831083, "mask_rcnn/false_positive": 0.12529014601760527, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9842726294882596, "total_loss": 0.8096367896068841}
{"data_time": 0.013336251489818096, "eta_seconds": 251753.84472612292, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.4121392190152801, "fast_rcnn/fg_cls_accuracy": 0.563672132692489, "iteration": 16159, "loss_box_reg": 0.2637991961091757, "loss_cls": 0.22890580631792545, "loss_mask": 0.26926707662642, "loss_rpn_cls": 0.0474088538903743, "loss_rpn_loc": 0.08812081720679998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875611817693585, "mask_rcnn/false_negative": 0.10284528370744477, "mask_rcnn/false_positive": 0.1575637846341888, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9608687469735742, "total_loss": 0.9173651039600372}
{"data_time": 0.01695887860842049, "eta_seconds": 251734.00909385644, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.37941198843754753, "fast_rcnn/fg_cls_accuracy": 0.5623839765510503, "iteration": 16179, "loss_box_reg": 0.26402620784938335, "loss_cls": 0.24058165214955807, "loss_mask": 0.2820203471928835, "loss_rpn_cls": 0.042282405542209744, "loss_rpn_loc": 0.08216902473941445, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859814520773985, "mask_rcnn/false_negative": 0.10654342888645635, "mask_rcnn/false_positive": 0.12187330092460437, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9964204169809818, "total_loss": 0.9208490790915675}
{"data_time": 0.019895584555342793, "eta_seconds": 251684.40388357267, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4200422903105436, "fast_rcnn/fg_cls_accuracy": 0.5372767857142857, "iteration": 16199, "loss_box_reg": 0.23222906049340963, "loss_cls": 0.20974048040807247, "loss_mask": 0.2683920469135046, "loss_rpn_cls": 0.0436626635491848, "loss_rpn_loc": 0.07538018515333533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912718891384306, "mask_rcnn/false_negative": 0.10382463957742331, "mask_rcnn/false_positive": 0.12289098164327605, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9689562025014311, "total_loss": 0.8171328019816428}
{"data_time": 0.02560562500730157, "eta_seconds": 251664.57059721462, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.40785714285714286, "fast_rcnn/fg_cls_accuracy": 0.5793877551020408, "iteration": 16219, "loss_box_reg": 0.2500595422461629, "loss_cls": 0.21586255729198456, "loss_mask": 0.26605561561882496, "loss_rpn_cls": 0.04735096707008779, "loss_rpn_loc": 0.0948236637050286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8735763994986139, "mask_rcnn/false_negative": 0.10334857937092749, "mask_rcnn/false_positive": 0.14674716873658122, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0182807005476207, "total_loss": 0.898435803479515}
{"data_time": 0.02095634094439447, "eta_seconds": 251711.43864952028, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3668229561229295, "fast_rcnn/fg_cls_accuracy": 0.5736357659434583, "iteration": 16239, "loss_box_reg": 0.2324835453182459, "loss_cls": 0.21061397157609463, "loss_mask": 0.27019944973289967, "loss_rpn_cls": 0.04899170296266675, "loss_rpn_loc": 0.08765670709544793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843831034194916, "mask_rcnn/false_negative": 0.10423122392727868, "mask_rcnn/false_positive": 0.14011220522995638, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0210902434773743, "total_loss": 0.8757086324039847}
{"data_time": 0.01882595755159855, "eta_seconds": 251548.20158990566, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.38490058949887695, "fast_rcnn/fg_cls_accuracy": 0.5691536460735303, "iteration": 16259, "loss_box_reg": 0.2547495849430561, "loss_cls": 0.22682764567434788, "loss_mask": 0.27321705035865307, "loss_rpn_cls": 0.04486419726163149, "loss_rpn_loc": 0.07926123565994203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841292610388107, "mask_rcnn/false_negative": 0.09814608422268092, "mask_rcnn/false_positive": 0.13185134898732012, "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": 0.978473245864734, "total_loss": 0.8820238229818642}
{"data_time": 0.014330792240798473, "eta_seconds": 251571.1479090806, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.42470120298699526, "fast_rcnn/fg_cls_accuracy": 0.5364409052221665, "iteration": 16279, "loss_box_reg": 0.263848127797246, "loss_cls": 0.23226696159690619, "loss_mask": 0.271242355927825, "loss_rpn_cls": 0.05374160292558372, "loss_rpn_loc": 0.09125669533386827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8716130370584786, "mask_rcnn/false_negative": 0.0959146318248332, "mask_rcnn/false_positive": 0.1473372981261593, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9867465610150248, "total_loss": 0.922892211470753}
{"data_time": 0.01572520355693996, "eta_seconds": 251470.94990005717, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.39373212182399464, "fast_rcnn/fg_cls_accuracy": 0.5787639437400403, "iteration": 16299, "loss_box_reg": 0.2536690030246973, "loss_cls": 0.21900714933872223, "loss_mask": 0.26445456594228745, "loss_rpn_cls": 0.04278342530597001, "loss_rpn_loc": 0.07622504443861544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773700336317818, "mask_rcnn/false_negative": 0.09654709622880034, "mask_rcnn/false_positive": 0.15372275200338859, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9806029296014458, "total_loss": 0.8693159930408001}
{"data_time": 0.021606857422739267, "eta_seconds": 251488.71986808255, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.43092988092988094, "fast_rcnn/fg_cls_accuracy": 0.5276409152515347, "iteration": 16319, "loss_box_reg": 0.2411903366446495, "loss_cls": 0.20667277090251446, "loss_mask": 0.27534895949065685, "loss_rpn_cls": 0.04734855645801872, "loss_rpn_loc": 0.07676314481068403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768035218238486, "mask_rcnn/false_negative": 0.10657874047270041, "mask_rcnn/false_positive": 0.14304143153370946, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0413945673499256, "total_loss": 0.8255162882851437}
{"data_time": 0.015988213010132313, "eta_seconds": 251396.65437511168, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.39762582481562947, "fast_rcnn/fg_cls_accuracy": 0.572315041528638, "iteration": 16339, "loss_box_reg": 0.2713208757340908, "loss_cls": 0.22369347047060728, "loss_mask": 0.28386245109140873, "loss_rpn_cls": 0.04841574002057314, "loss_rpn_loc": 0.08830669801682234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820080730182445, "mask_rcnn/false_negative": 0.10517911961533057, "mask_rcnn/false_positive": 0.12898762383312704, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9921187865547836, "total_loss": 0.9075085697695613}
{"data_time": 0.01974139758385718, "eta_seconds": 251290.2455575019, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35632206641482567, "fast_rcnn/fg_cls_accuracy": 0.6116337453100861, "iteration": 16359, "loss_box_reg": 0.25235731340944767, "loss_cls": 0.21968132816255093, "loss_mask": 0.27652416937053204, "loss_rpn_cls": 0.04613827937282622, "loss_rpn_loc": 0.08665903774090111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8689569056017469, "mask_rcnn/false_negative": 0.1200969075677219, "mask_rcnn/false_positive": 0.1401836662710986, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9745737304911017, "total_loss": 0.8987209636252373}
{"data_time": 0.0224042609333992, "eta_seconds": 251292.9973460175, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.368434697309417, "fast_rcnn/fg_cls_accuracy": 0.5814537435315181, "iteration": 16379, "loss_box_reg": 0.25448933988809586, "loss_cls": 0.2208056878298521, "loss_mask": 0.27623037435114384, "loss_rpn_cls": 0.040190775878727436, "loss_rpn_loc": 0.09124010568484664, "lr": 0.0001, "mask_rcnn/accuracy": 0.888972427777875, "mask_rcnn/false_negative": 0.1157935777143973, "mask_rcnn/false_positive": 0.13311912450056185, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.002239729044959, "total_loss": 0.872080986853689}
{"data_time": 0.023773597087711096, "eta_seconds": 251452.1642351523, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.4170228355110514, "fast_rcnn/fg_cls_accuracy": 0.5402279584311096, "iteration": 16399, "loss_box_reg": 0.25107300095260143, "loss_cls": 0.2246491638943553, "loss_mask": 0.2708567623049021, "loss_rpn_cls": 0.04975639027543366, "loss_rpn_loc": 0.09587270044721663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749419835219471, "mask_rcnn/false_negative": 0.10885144540594069, "mask_rcnn/false_positive": 0.14833913347930625, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9974430541042238, "total_loss": 0.8883863964583725}
{"data_time": 0.016965093091130257, "eta_seconds": 251495.98150665872, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4040523472979872, "fast_rcnn/fg_cls_accuracy": 0.5609199654704649, "iteration": 16419, "loss_box_reg": 0.2414855994284153, "loss_cls": 0.21851516794413328, "loss_mask": 0.26673526503145695, "loss_rpn_cls": 0.050457521923817694, "loss_rpn_loc": 0.08096339646726847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8743985829625969, "mask_rcnn/false_negative": 0.09499450171554055, "mask_rcnn/false_positive": 0.1505273966688631, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.003130858996883, "total_loss": 0.8768432557117194}
{"data_time": 0.01591463852673769, "eta_seconds": 251369.75642443635, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3639948674080411, "fast_rcnn/fg_cls_accuracy": 0.5995273109243697, "iteration": 16439, "loss_box_reg": 0.24243243038654327, "loss_cls": 0.21769695915281773, "loss_mask": 0.2636280804872513, "loss_rpn_cls": 0.04503450682386756, "loss_rpn_loc": 0.07525113690644503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867360785766341, "mask_rcnn/false_negative": 0.10850374636455651, "mask_rcnn/false_positive": 0.12179830241462239, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9730886856559664, "total_loss": 0.8574093870120123}
{"data_time": 0.025263592367991805, "eta_seconds": 251148.45608810429, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.37659767902026847, "fast_rcnn/fg_cls_accuracy": 0.5970243714065048, "iteration": 16459, "loss_box_reg": 0.2614027177914977, "loss_cls": 0.239100924693048, "loss_mask": 0.2808671407401562, "loss_rpn_cls": 0.061729616951197386, "loss_rpn_loc": 0.09775039600208402, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757632917504872, "mask_rcnn/false_negative": 0.11283989897432825, "mask_rcnn/false_positive": 0.14218263985062254, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9771335620898753, "total_loss": 0.9508865461684763}
{"data_time": 0.015015028417110443, "eta_seconds": 250986.53498485684, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.47456896551724137, "fast_rcnn/fg_cls_accuracy": 0.517183908045977, "iteration": 16479, "loss_box_reg": 0.2527119293808937, "loss_cls": 0.21879244688898325, "loss_mask": 0.26975887827575207, "loss_rpn_cls": 0.05182832316495478, "loss_rpn_loc": 0.0867014650721103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731249201593589, "mask_rcnn/false_negative": 0.11084530054234451, "mask_rcnn/false_positive": 0.13649722248982715, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9965157748665661, "total_loss": 0.8779177919495851}
{"data_time": 0.017199859488755465, "eta_seconds": 250966.7348479852, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3590854036392316, "fast_rcnn/fg_cls_accuracy": 0.6115167939338922, "iteration": 16499, "loss_box_reg": 0.23746504448354244, "loss_cls": 0.22137161158025265, "loss_mask": 0.27483426220715046, "loss_rpn_cls": 0.049601061386056244, "loss_rpn_loc": 0.07695666840299964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804736308398957, "mask_rcnn/false_negative": 0.08968993134696027, "mask_rcnn/false_positive": 0.14635948452372194, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0153785706497729, "total_loss": 0.848196818260476}
{"data_time": 0.02893845411017537, "eta_seconds": 250916.7986310087, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3571545533228847, "fast_rcnn/fg_cls_accuracy": 0.5941893377622869, "iteration": 16519, "loss_box_reg": 0.2425837405025959, "loss_cls": 0.2138167154043913, "loss_mask": 0.27632738277316093, "loss_rpn_cls": 0.04967279592528939, "loss_rpn_loc": 0.09706159960478544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908447609001406, "mask_rcnn/false_negative": 0.09347982783543474, "mask_rcnn/false_positive": 0.13579952454803665, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9747547484003007, "total_loss": 0.8903942283941433}
{"data_time": 0.019921622006222606, "eta_seconds": 250794.32754551526, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4469225307883455, "fast_rcnn/fg_cls_accuracy": 0.5039936102236422, "iteration": 16539, "loss_box_reg": 0.24384122155606747, "loss_cls": 0.22651970107108355, "loss_mask": 0.28114350885152817, "loss_rpn_cls": 0.04407124477438629, "loss_rpn_loc": 0.10109538119286299, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818932095864662, "mask_rcnn/false_negative": 0.09416026399412697, "mask_rcnn/false_positive": 0.13892639808873836, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9874199063051492, "total_loss": 0.8888244982808828}
{"data_time": 0.01698864414356649, "eta_seconds": 250774.5378881693, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38058680449984794, "fast_rcnn/fg_cls_accuracy": 0.5811403508771931, "iteration": 16559, "loss_box_reg": 0.2525734817609191, "loss_cls": 0.22291536536067724, "loss_mask": 0.27357175201177597, "loss_rpn_cls": 0.046535622561350465, "loss_rpn_loc": 0.07796949590556324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809490936289432, "mask_rcnn/false_negative": 0.10268427891902959, "mask_rcnn/false_positive": 0.1291674034397996, "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": 1.0054338860791177, "total_loss": 0.9065171824768186}
{"data_time": 0.01972011150792241, "eta_seconds": 250817.08111592568, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4362833225652406, "fast_rcnn/fg_cls_accuracy": 0.5140244274011718, "iteration": 16579, "loss_box_reg": 0.2473839083686471, "loss_cls": 0.22011871449649334, "loss_mask": 0.2741387356072664, "loss_rpn_cls": 0.05267316824756563, "loss_rpn_loc": 0.08612401271238923, "lr": 0.0001, "mask_rcnn/accuracy": 0.8653604356349387, "mask_rcnn/false_negative": 0.09976605292983237, "mask_rcnn/false_positive": 0.14119354655725538, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0339221458416432, "total_loss": 0.8590980318840593}
{"data_time": 0.021778173511847854, "eta_seconds": 251009.7766534891, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3601533628972653, "fast_rcnn/fg_cls_accuracy": 0.5997865983781476, "iteration": 16599, "loss_box_reg": 0.25335422717034817, "loss_cls": 0.21577902138233185, "loss_mask": 0.28520471416413784, "loss_rpn_cls": 0.04281198279932141, "loss_rpn_loc": 0.07435111096128821, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759588463790648, "mask_rcnn/false_negative": 0.10292767564286125, "mask_rcnn/false_positive": 0.1432222075104213, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.002056335331872, "total_loss": 0.887051853002049}
{"data_time": 0.021169014973565936, "eta_seconds": 250989.96530568693, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.44093740798710657, "fast_rcnn/fg_cls_accuracy": 0.5151211083388865, "iteration": 16619, "loss_box_reg": 0.2564438655972481, "loss_cls": 0.22417823784053326, "loss_mask": 0.2694969680160284, "loss_rpn_cls": 0.0482753065880388, "loss_rpn_loc": 0.09709330066107213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8718133907516883, "mask_rcnn/false_negative": 0.10968814999109758, "mask_rcnn/false_positive": 0.15706496052150967, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9859094466082752, "total_loss": 0.8927388161537237}
{"data_time": 0.021807631477713585, "eta_seconds": 251012.83951446414, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.377716947213597, "fast_rcnn/fg_cls_accuracy": 0.615620374661743, "iteration": 16639, "loss_box_reg": 0.25339687056839466, "loss_cls": 0.20737853273749352, "loss_mask": 0.291323808953166, "loss_rpn_cls": 0.04313052084762603, "loss_rpn_loc": 0.08150338148698211, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864911599497843, "mask_rcnn/false_negative": 0.10253262786659967, "mask_rcnn/false_positive": 0.12535245059068267, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.0031234878115356, "total_loss": 0.8823300410294905}
{"data_time": 0.015095614595338702, "eta_seconds": 251048.92925036605, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.41178229665071775, "fast_rcnn/fg_cls_accuracy": 0.5723817928968764, "iteration": 16659, "loss_box_reg": 0.24090426601469517, "loss_cls": 0.2148045413196087, "loss_mask": 0.28013935685157776, "loss_rpn_cls": 0.047866300330497324, "loss_rpn_loc": 0.07937069213949144, "lr": 0.0001, "mask_rcnn/accuracy": 0.883652835409386, "mask_rcnn/false_negative": 0.10468268366617327, "mask_rcnn/false_positive": 0.13371379711411738, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9694952927529812, "total_loss": 0.8398157181218266}
{"data_time": 0.018519722623750567, "eta_seconds": 251163.7248028256, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4059505017476604, "fast_rcnn/fg_cls_accuracy": 0.555087307514492, "iteration": 16679, "loss_box_reg": 0.25203023850917816, "loss_cls": 0.2161154542118311, "loss_mask": 0.2786878738552332, "loss_rpn_cls": 0.044028184842318296, "loss_rpn_loc": 0.08262823359109461, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795757618008557, "mask_rcnn/false_negative": 0.09920412621598398, "mask_rcnn/false_positive": 0.1372480390724999, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0466740606352687, "total_loss": 0.8973497664555907}
{"data_time": 0.022247085580602288, "eta_seconds": 251048.3599362895, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.4057016769638129, "fast_rcnn/fg_cls_accuracy": 0.5741610384128324, "iteration": 16699, "loss_box_reg": 0.2743867766112089, "loss_cls": 0.2401798665523529, "loss_mask": 0.27464623376727104, "loss_rpn_cls": 0.04619642626494169, "loss_rpn_loc": 0.08474721945822239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855221160453439, "mask_rcnn/false_negative": 0.09550338958011584, "mask_rcnn/false_positive": 0.14120442407321177, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9754004895221442, "total_loss": 0.9300359464250505}
{"data_time": 0.021233997540548444, "eta_seconds": 251168.73843826354, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.4028311965811966, "fast_rcnn/fg_cls_accuracy": 0.5465377417342483, "iteration": 16719, "loss_box_reg": 0.24325847066938877, "loss_cls": 0.21916458383202553, "loss_mask": 0.2859244979918003, "loss_rpn_cls": 0.04426182806491852, "loss_rpn_loc": 0.07303735008463264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8720197360381278, "mask_rcnn/false_negative": 0.10261699074124903, "mask_rcnn/false_positive": 0.14430483601310257, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0070635904558003, "total_loss": 0.8660134124802426}
{"data_time": 0.019600583240389824, "eta_seconds": 251148.9051519055, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37726401880443705, "fast_rcnn/fg_cls_accuracy": 0.5915248732240895, "iteration": 16739, "loss_box_reg": 0.24996159970760345, "loss_cls": 0.2220383584499359, "loss_mask": 0.28209300339221954, "loss_rpn_cls": 0.04734730999916792, "loss_rpn_loc": 0.08107746671885252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8760252182387982, "mask_rcnn/false_negative": 0.10871530845958294, "mask_rcnn/false_positive": 0.14372356563747124, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9811977648641914, "total_loss": 0.8970316569320858}
{"data_time": 0.019534266320988536, "eta_seconds": 250873.81856544875, "fast_rcnn/cls_accuracy": 0.903564453125, "fast_rcnn/false_negative": 0.4183654140377974, "fast_rcnn/fg_cls_accuracy": 0.5400402921178544, "iteration": 16759, "loss_box_reg": 0.2556540099903941, "loss_cls": 0.21283081080764532, "loss_mask": 0.28712422400712967, "loss_rpn_cls": 0.048946571070700884, "loss_rpn_loc": 0.08536693127825856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768547411406054, "mask_rcnn/false_negative": 0.10718840296165867, "mask_rcnn/false_positive": 0.13206658546659628, "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": 0.986332869855687, "total_loss": 0.8929093249607831}
{"data_time": 0.026273132534697652, "eta_seconds": 250842.26920603774, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.4409494308823168, "fast_rcnn/fg_cls_accuracy": 0.5004534063180109, "iteration": 16779, "loss_box_reg": 0.2739610392600298, "loss_cls": 0.2230609394609928, "loss_mask": 0.27176327258348465, "loss_rpn_cls": 0.044137830613180995, "loss_rpn_loc": 0.08005373366177082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886438607746108, "mask_rcnn/false_negative": 0.11411329275304383, "mask_rcnn/false_positive": 0.13172338481358808, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9893920351751149, "total_loss": 0.8987548612058163}
{"data_time": 0.01854175003245473, "eta_seconds": 250639.63000383228, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.39633280733072973, "fast_rcnn/fg_cls_accuracy": 0.5614877517967406, "iteration": 16799, "loss_box_reg": 0.25642991811037064, "loss_cls": 0.24031678214669228, "loss_mask": 0.2790495175868273, "loss_rpn_cls": 0.049851590767502785, "loss_rpn_loc": 0.08021165197715163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888543165063383, "mask_rcnn/false_negative": 0.09136884616583393, "mask_rcnn/false_positive": 0.12863686284077533, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9768224311992526, "total_loss": 0.8960830098949373}
{"data_time": 0.014489843277260661, "eta_seconds": 250658.51290220395, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4089553228158558, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 16819, "loss_box_reg": 0.24431677721440792, "loss_cls": 0.21025872696191072, "loss_mask": 0.26950877346098423, "loss_rpn_cls": 0.04993740888312459, "loss_rpn_loc": 0.09249341255053878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784384228514501, "mask_rcnn/false_negative": 0.10390358604673652, "mask_rcnn/false_positive": 0.13950365320943847, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.965712295146659, "total_loss": 0.8709621508605778}
{"data_time": 0.015250034863129258, "eta_seconds": 250909.60442744195, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.44188020335744504, "fast_rcnn/fg_cls_accuracy": 0.5174653887113951, "iteration": 16839, "loss_box_reg": 0.2562697120010853, "loss_cls": 0.22860535327345133, "loss_mask": 0.27651494927704334, "loss_rpn_cls": 0.04063181602396071, "loss_rpn_loc": 0.08106448641046882, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784346552042089, "mask_rcnn/false_negative": 0.10286899819171172, "mask_rcnn/false_positive": 0.14438765119367256, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0307583091780543, "total_loss": 0.9186810080427676}
{"data_time": 0.017458793940022588, "eta_seconds": 250921.572005013, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.40535588131402334, "fast_rcnn/fg_cls_accuracy": 0.5505020749013781, "iteration": 16859, "loss_box_reg": 0.26455181278288364, "loss_cls": 0.2335931956768036, "loss_mask": 0.2768884375691414, "loss_rpn_cls": 0.044384216191247106, "loss_rpn_loc": 0.07560204900801182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829251028103691, "mask_rcnn/false_negative": 0.10271716696892305, "mask_rcnn/false_positive": 0.14356704457858602, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9935464554000646, "total_loss": 0.8998238006606698}
{"data_time": 0.013979807496070862, "eta_seconds": 250965.42721495032, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.39399141043877883, "fast_rcnn/fg_cls_accuracy": 0.5935407790626902, "iteration": 16879, "loss_box_reg": 0.25225973688066006, "loss_cls": 0.21547203976660967, "loss_mask": 0.27302299067378044, "loss_rpn_cls": 0.04862558632157743, "loss_rpn_loc": 0.09351706365123391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8713534177407227, "mask_rcnn/false_negative": 0.11010722303799175, "mask_rcnn/false_positive": 0.14646872516894632, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9845158515963703, "total_loss": 0.908355247694999}
{"data_time": 0.012987412046641111, "eta_seconds": 250857.48545643874, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.363735377168213, "fast_rcnn/fg_cls_accuracy": 0.5560129972148826, "iteration": 16899, "loss_box_reg": 0.2596068885177374, "loss_cls": 0.21793534234166145, "loss_mask": 0.2763066627085209, "loss_rpn_cls": 0.05495837959460914, "loss_rpn_loc": 0.09706385270692408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786058563991777, "mask_rcnn/false_negative": 0.10940355429296712, "mask_rcnn/false_positive": 0.14163417425018476, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9888485930860043, "total_loss": 0.942716546356678}
{"data_time": 0.014491560403257608, "eta_seconds": 250858.66686925292, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.4250034073872155, "fast_rcnn/fg_cls_accuracy": 0.5601302143110536, "iteration": 16919, "loss_box_reg": 0.2753946650773287, "loss_cls": 0.22262011840939522, "loss_mask": 0.2858131490647793, "loss_rpn_cls": 0.045351732813287526, "loss_rpn_loc": 0.08257583645172417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8750637755102041, "mask_rcnn/false_negative": 0.1046672239591656, "mask_rcnn/false_positive": 0.1538403096554059, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9932759241200984, "total_loss": 0.9128523429390043}
{"data_time": 0.015699125360697508, "eta_seconds": 251036.0309769865, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38417508417508417, "fast_rcnn/fg_cls_accuracy": 0.583119658119658, "iteration": 16939, "loss_box_reg": 0.24978533945977688, "loss_cls": 0.2382916547358036, "loss_mask": 0.2753798309713602, "loss_rpn_cls": 0.05011994647793472, "loss_rpn_loc": 0.08891972759738564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880663483342055, "mask_rcnn/false_negative": 0.08866510081587546, "mask_rcnn/false_positive": 0.13599095459467803, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0006162368226796, "total_loss": 0.8962923858780414}
{"data_time": 0.015526686096563935, "eta_seconds": 250997.25108714774, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3665151720707276, "fast_rcnn/fg_cls_accuracy": 0.5527777777777778, "iteration": 16959, "loss_box_reg": 0.27610205113887787, "loss_cls": 0.2249214854091406, "loss_mask": 0.28004235960543156, "loss_rpn_cls": 0.04761060234159231, "loss_rpn_loc": 0.08330009318888187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768667594814274, "mask_rcnn/false_negative": 0.1088757436017451, "mask_rcnn/false_positive": 0.13911371566156994, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9933822678867728, "total_loss": 0.9164467349182814}
{"data_time": 0.014826983446255326, "eta_seconds": 250947.30605675373, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4253369493754109, "fast_rcnn/fg_cls_accuracy": 0.5536019536019536, "iteration": 16979, "loss_box_reg": 0.252588102594018, "loss_cls": 0.23241663072258234, "loss_mask": 0.28206613659858704, "loss_rpn_cls": 0.0546740812715143, "loss_rpn_loc": 0.09165272186510265, "lr": 0.0001, "mask_rcnn/accuracy": 0.868948173098487, "mask_rcnn/false_negative": 0.12844242524389451, "mask_rcnn/false_positive": 0.1508948410247806, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9707547784782946, "total_loss": 0.8960377529729158}
{"data_time": 0.024316265946254134, "eta_seconds": 251056.30383454263, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.402233099692985, "fast_rcnn/fg_cls_accuracy": 0.5731339911124501, "iteration": 16999, "loss_box_reg": 0.23732200637459755, "loss_cls": 0.2217043712735176, "loss_mask": 0.2797059454023838, "loss_rpn_cls": 0.04681409429758787, "loss_rpn_loc": 0.07333508832380176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789020517424847, "mask_rcnn/false_negative": 0.09167014851981661, "mask_rcnn/false_positive": 0.1478372601910833, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0421374067664146, "total_loss": 0.8398660863749683}
{"data_time": 0.01690873666666448, "eta_seconds": 250937.73545695003, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.4013333333333333, "fast_rcnn/fg_cls_accuracy": 0.57, "iteration": 17019, "loss_box_reg": 0.24844354949891567, "loss_cls": 0.21409321203827858, "loss_mask": 0.26556550711393356, "loss_rpn_cls": 0.05067915888503194, "loss_rpn_loc": 0.09015477914363146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862001555941525, "mask_rcnn/false_negative": 0.08734738802715232, "mask_rcnn/false_positive": 0.12503034188260317, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 0.9827040832024068, "total_loss": 0.8516133991070092}
{"data_time": 0.014688268769532442, "eta_seconds": 251065.73163259774, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.4367028493894165, "fast_rcnn/fg_cls_accuracy": 0.5357854566871325, "iteration": 17039, "loss_box_reg": 0.2471372503787279, "loss_cls": 0.22188293747603893, "loss_mask": 0.28843987360596657, "loss_rpn_cls": 0.0552787478081882, "loss_rpn_loc": 0.0882238494232297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8614153347028516, "mask_rcnn/false_negative": 0.1058460189350115, "mask_rcnn/false_positive": 0.17083900022860787, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9891405168455094, "total_loss": 0.9460861830739304}
{"data_time": 0.015476573957130313, "eta_seconds": 251045.8814008115, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3951969665051611, "fast_rcnn/fg_cls_accuracy": 0.5765435222672064, "iteration": 17059, "loss_box_reg": 0.2508443295955658, "loss_cls": 0.23176857270300388, "loss_mask": 0.2850461918860674, "loss_rpn_cls": 0.05346706509590149, "loss_rpn_loc": 0.08460515923798084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8712967934428013, "mask_rcnn/false_negative": 0.11257573913677009, "mask_rcnn/false_positive": 0.14418111897727065, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9763965720776469, "total_loss": 0.9300878625363111}
{"data_time": 0.021364586427807808, "eta_seconds": 250909.06352311373, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.43494010037234904, "fast_rcnn/fg_cls_accuracy": 0.5424444974934353, "iteration": 17079, "loss_box_reg": 0.25897237844765186, "loss_cls": 0.21386977843940258, "loss_mask": 0.28465017676353455, "loss_rpn_cls": 0.04521749075502157, "loss_rpn_loc": 0.09362783725373447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8667158746164516, "mask_rcnn/false_negative": 0.11182794066521058, "mask_rcnn/false_positive": 0.15003406508507539, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9627488534897566, "total_loss": 0.9044427231419832}
{"data_time": 0.01771326595917344, "eta_seconds": 250738.99308519904, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.43131230987018465, "fast_rcnn/fg_cls_accuracy": 0.5431796019044342, "iteration": 17099, "loss_box_reg": 0.2505756411701441, "loss_cls": 0.2186335613951087, "loss_mask": 0.27063737623393536, "loss_rpn_cls": 0.04971539927646518, "loss_rpn_loc": 0.07649299455806613, "lr": 0.0001, "mask_rcnn/accuracy": 0.875602507486511, "mask_rcnn/false_negative": 0.09802515256014488, "mask_rcnn/false_positive": 0.1317919699496266, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9672008249908686, "total_loss": 0.9191263292450458}
{"data_time": 0.018103185342624784, "eta_seconds": 250643.42699475586, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.390042701863354, "fast_rcnn/fg_cls_accuracy": 0.5699211134787142, "iteration": 17119, "loss_box_reg": 0.24609537236392498, "loss_cls": 0.215401460416615, "loss_mask": 0.27197955921292305, "loss_rpn_cls": 0.04322779877111316, "loss_rpn_loc": 0.09381855744868517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858290986965349, "mask_rcnn/false_negative": 0.09799789657283733, "mask_rcnn/false_positive": 0.12971763110674098, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.996834842953831, "total_loss": 0.8797267490299419}
{"data_time": 0.018907779129222035, "eta_seconds": 250608.8432224933, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.4058782012502521, "fast_rcnn/fg_cls_accuracy": 0.5754175744371823, "iteration": 17139, "loss_box_reg": 0.25641655176877975, "loss_cls": 0.22358167171478271, "loss_mask": 0.271578848361969, "loss_rpn_cls": 0.04681756370700896, "loss_rpn_loc": 0.07931806449778378, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800940408143028, "mask_rcnn/false_negative": 0.09889663380869329, "mask_rcnn/false_positive": 0.14139540802865663, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9816912882961333, "total_loss": 0.9078699164092541}
{"data_time": 0.01626015198417008, "eta_seconds": 250603.78077093512, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3789466026480431, "fast_rcnn/fg_cls_accuracy": 0.5988260988260988, "iteration": 17159, "loss_box_reg": 0.23369224462658167, "loss_cls": 0.20689949952065945, "loss_mask": 0.26646260917186737, "loss_rpn_cls": 0.046839783899486065, "loss_rpn_loc": 0.08526173420250416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856797732125592, "mask_rcnn/false_negative": 0.09080727205520744, "mask_rcnn/false_positive": 0.13264627646504762, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9656382496468723, "total_loss": 0.8525856884662062}
{"data_time": 0.016486727632582188, "eta_seconds": 250767.86780309863, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4101526407214399, "fast_rcnn/fg_cls_accuracy": 0.5370749939715458, "iteration": 17179, "loss_box_reg": 0.25600675120949745, "loss_cls": 0.21590128727257252, "loss_mask": 0.2896235026419163, "loss_rpn_cls": 0.04620482330210507, "loss_rpn_loc": 0.08224821044132113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8633944442336431, "mask_rcnn/false_negative": 0.10215740188152164, "mask_rcnn/false_positive": 0.1527075534842844, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.004374858457595, "total_loss": 0.9245660146698356}
{"data_time": 0.017476041102781892, "eta_seconds": 250906.92977830768, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.39842866496041907, "fast_rcnn/fg_cls_accuracy": 0.5579397292045383, "iteration": 17199, "loss_box_reg": 0.2526591569185257, "loss_cls": 0.2215248728170991, "loss_mask": 0.27647441253066063, "loss_rpn_cls": 0.04866141267120838, "loss_rpn_loc": 0.08426560391671956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8669103898721424, "mask_rcnn/false_negative": 0.10375989973991005, "mask_rcnn/false_positive": 0.14222935193438363, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0022154308389872, "total_loss": 0.9052247538929805}
{"data_time": 0.0145220379345119, "eta_seconds": 250728.19248187356, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36821283638259766, "fast_rcnn/fg_cls_accuracy": 0.5699303632855105, "iteration": 17219, "loss_box_reg": 0.24694213829934597, "loss_cls": 0.21219046600162983, "loss_mask": 0.28135376423597336, "loss_rpn_cls": 0.0523339023347944, "loss_rpn_loc": 0.08469834923744202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789078508954602, "mask_rcnn/false_negative": 0.10148260816500922, "mask_rcnn/false_positive": 0.12476322245491363, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9672913365066051, "total_loss": 0.8824981949292123}
{"data_time": 0.015666475286707282, "eta_seconds": 250417.75764384307, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.39156175475569854, "fast_rcnn/fg_cls_accuracy": 0.5727081138040042, "iteration": 17239, "loss_box_reg": 0.2496965043246746, "loss_cls": 0.2116073565557599, "loss_mask": 0.2703266814351082, "loss_rpn_cls": 0.05855200672522187, "loss_rpn_loc": 0.09108540567103773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850435580428306, "mask_rcnn/false_negative": 0.09643091510609175, "mask_rcnn/false_positive": 0.13590112100399054, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9764358820393682, "total_loss": 0.895578462164849}
{"data_time": 0.013412290019914508, "eta_seconds": 250366.77639654838, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4006497948016416, "fast_rcnn/fg_cls_accuracy": 0.5729441030143401, "iteration": 17259, "loss_box_reg": 0.24069319479167461, "loss_cls": 0.20194043964147568, "loss_mask": 0.28465210646390915, "loss_rpn_cls": 0.052535281516611576, "loss_rpn_loc": 0.09463422675617039, "lr": 0.0001, "mask_rcnn/accuracy": 0.875835839655011, "mask_rcnn/false_negative": 0.10511452836936101, "mask_rcnn/false_positive": 0.1430777216464897, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9541716219391674, "total_loss": 0.912205581436865}
{"data_time": 0.02487227343954146, "eta_seconds": 250451.98442464694, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.388937386600938, "fast_rcnn/fg_cls_accuracy": 0.5816477866606402, "iteration": 17279, "loss_box_reg": 0.24469373561441898, "loss_cls": 0.22037110291421413, "loss_mask": 0.2745056264102459, "loss_rpn_cls": 0.05039404518902302, "loss_rpn_loc": 0.09944492904469371, "lr": 0.0001, "mask_rcnn/accuracy": 0.882742408557626, "mask_rcnn/false_negative": 0.10877143051346869, "mask_rcnn/false_positive": 0.13163264913400138, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0026915320195258, "total_loss": 0.9243340408429503}
{"data_time": 0.015147186117246747, "eta_seconds": 250465.0189875625, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.39576434347323836, "fast_rcnn/fg_cls_accuracy": 0.550876074751146, "iteration": 17299, "loss_box_reg": 0.23177573829889297, "loss_cls": 0.2181109031662345, "loss_mask": 0.2737845294177532, "loss_rpn_cls": 0.04339644103311002, "loss_rpn_loc": 0.06989238830283284, "lr": 0.0001, "mask_rcnn/accuracy": 0.888072492387027, "mask_rcnn/false_negative": 0.10392968518009248, "mask_rcnn/false_positive": 0.1251407035897123, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9966194012667984, "total_loss": 0.8651304229861125}
{"data_time": 0.020749529590830207, "eta_seconds": 250445.19587565213, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.34545454545454546, "fast_rcnn/fg_cls_accuracy": 0.6412878787878789, "iteration": 17319, "loss_box_reg": 0.2478308565914631, "loss_cls": 0.22875992767512798, "loss_mask": 0.2726491093635559, "loss_rpn_cls": 0.04938200302422047, "loss_rpn_loc": 0.09066280070692301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876273108348617, "mask_rcnn/false_negative": 0.09247137463737494, "mask_rcnn/false_positive": 0.12489227587288113, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0087815672159195, "total_loss": 0.9071124142501503}
{"data_time": 0.016166888177394867, "eta_seconds": 250425.37276374176, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.33132260257043994, "fast_rcnn/fg_cls_accuracy": 0.6239011851503022, "iteration": 17339, "loss_box_reg": 0.2568210493773222, "loss_cls": 0.21865198109298944, "loss_mask": 0.2765012215822935, "loss_rpn_cls": 0.047862696228548884, "loss_rpn_loc": 0.08363079407718033, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900804386456329, "mask_rcnn/false_negative": 0.10254749784465941, "mask_rcnn/false_positive": 0.11709884896793245, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9959848392754793, "total_loss": 0.8867782980087213}
{"data_time": 0.017825129674747586, "eta_seconds": 250631.2897694111, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4244192103344098, "fast_rcnn/fg_cls_accuracy": 0.5470007260719507, "iteration": 17359, "loss_box_reg": 0.258795615285635, "loss_cls": 0.21937256306409836, "loss_mask": 0.2830074578523636, "loss_rpn_cls": 0.046477159135974944, "loss_rpn_loc": 0.09097406640648842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8738438402907877, "mask_rcnn/false_negative": 0.10533178475052762, "mask_rcnn/false_positive": 0.1550485628763558, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0271435335744172, "total_loss": 0.916894705966115}
{"data_time": 0.01721978886052966, "eta_seconds": 250385.72653992102, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3586051523165834, "fast_rcnn/fg_cls_accuracy": 0.6030934039480019, "iteration": 17379, "loss_box_reg": 0.25953834876418114, "loss_cls": 0.2269810065627098, "loss_mask": 0.2620713170617819, "loss_rpn_cls": 0.0476024157833308, "loss_rpn_loc": 0.0849014618434012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747218064307183, "mask_rcnn/false_negative": 0.10462010892755817, "mask_rcnn/false_positive": 0.145508042610497, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.987145307008177, "total_loss": 0.9006408900022507}
{"data_time": 0.01834986312314868, "eta_seconds": 250618.417720031, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3701609395389299, "fast_rcnn/fg_cls_accuracy": 0.6223605787339641, "iteration": 17399, "loss_box_reg": 0.2383919097483158, "loss_cls": 0.22312122955918312, "loss_mask": 0.2582292389124632, "loss_rpn_cls": 0.05271440907381475, "loss_rpn_loc": 0.08915782789699733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890126412813338, "mask_rcnn/false_negative": 0.08872056906771164, "mask_rcnn/false_positive": 0.13479485150491666, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0376185977365822, "total_loss": 0.8685550789814442}
{"data_time": 0.013498958898708224, "eta_seconds": 250369.7833800502, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.4035595633602278, "fast_rcnn/fg_cls_accuracy": 0.5637873754152825, "iteration": 17419, "loss_box_reg": 0.2572821341454983, "loss_cls": 0.21563895978033543, "loss_mask": 0.2737377732992172, "loss_rpn_cls": 0.05084889940917492, "loss_rpn_loc": 0.07905743946321309, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862415214623861, "mask_rcnn/false_negative": 0.11192476918897307, "mask_rcnn/false_positive": 0.1122099276331, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9873146570753306, "total_loss": 0.8641625987365842}
{"data_time": 0.019704364705830812, "eta_seconds": 250349.95839126408, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3587956989247312, "fast_rcnn/fg_cls_accuracy": 0.6140145487610821, "iteration": 17439, "loss_box_reg": 0.2266057189553976, "loss_cls": 0.19552725926041603, "loss_mask": 0.26985292695462704, "loss_rpn_cls": 0.046725255670025945, "loss_rpn_loc": 0.08481721219141036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929634117798062, "mask_rcnn/false_negative": 0.09657795073907369, "mask_rcnn/false_positive": 0.12026883875646387, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9872329663485289, "total_loss": 0.8301810732809827}
{"data_time": 0.019662717124447227, "eta_seconds": 250398.3579998603, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3880593337275774, "fast_rcnn/fg_cls_accuracy": 0.551855600539811, "iteration": 17459, "loss_box_reg": 0.24996205884963274, "loss_cls": 0.22628751210868359, "loss_mask": 0.2767898514866829, "loss_rpn_cls": 0.04705206211656332, "loss_rpn_loc": 0.09567190066445619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781458023998284, "mask_rcnn/false_negative": 0.10350428826262051, "mask_rcnn/false_positive": 0.13088552689030614, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9849494129884988, "total_loss": 0.9183491984149441}
{"data_time": 0.015843275235965848, "eta_seconds": 250206.41554435715, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4088893480403064, "fast_rcnn/fg_cls_accuracy": 0.5429789835244805, "iteration": 17479, "loss_box_reg": 0.2326202280819416, "loss_cls": 0.2095456998795271, "loss_mask": 0.27268224209547043, "loss_rpn_cls": 0.045213941950351, "loss_rpn_loc": 0.07319787796586752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950343984721598, "mask_rcnn/false_negative": 0.09590318391951018, "mask_rcnn/false_positive": 0.12632152694741428, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9494228423573077, "total_loss": 0.8394659322220832}
{"data_time": 0.0149619251023978, "eta_seconds": 250129.0299918037, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.41390878204971526, "fast_rcnn/fg_cls_accuracy": 0.5334179628057474, "iteration": 17499, "loss_box_reg": 0.23869110643863678, "loss_cls": 0.21089159604161978, "loss_mask": 0.2711684014648199, "loss_rpn_cls": 0.04685901664197445, "loss_rpn_loc": 0.09060732810758054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791073451882907, "mask_rcnn/false_negative": 0.10711461936288369, "mask_rcnn/false_positive": 0.13128253620958918, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.000550158554688, "total_loss": 0.8769406431820244}
{"data_time": 0.016837209463119507, "eta_seconds": 249992.7624886483, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35222916899259427, "fast_rcnn/fg_cls_accuracy": 0.6262567951123299, "iteration": 17519, "loss_box_reg": 0.24605684727430344, "loss_cls": 0.22546043619513512, "loss_mask": 0.290307117626071, "loss_rpn_cls": 0.049499719170853496, "loss_rpn_loc": 0.0832765264203772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670496629603405, "mask_rcnn/false_negative": 0.0970785325469666, "mask_rcnn/false_positive": 0.15121251194151633, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9726831340231001, "total_loss": 0.9249225261155516}
{"data_time": 0.01571860467083752, "eta_seconds": 250089.4055910129, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.44092122830440583, "fast_rcnn/fg_cls_accuracy": 0.5084955271656806, "iteration": 17539, "loss_box_reg": 0.24774803407490253, "loss_cls": 0.21466974914073944, "loss_mask": 0.277836836874485, "loss_rpn_cls": 0.05678423203062266, "loss_rpn_loc": 0.10463944706134498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820112950840713, "mask_rcnn/false_negative": 0.10534769562648225, "mask_rcnn/false_positive": 0.13127406608034528, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0168084646575153, "total_loss": 0.9010393163189292}
{"data_time": 0.025264171650633216, "eta_seconds": 249988.70500361547, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4556731229076997, "fast_rcnn/fg_cls_accuracy": 0.5079288754296939, "iteration": 17559, "loss_box_reg": 0.2713548671454191, "loss_cls": 0.23996476270258427, "loss_mask": 0.27882782369852066, "loss_rpn_cls": 0.05297419591806829, "loss_rpn_loc": 0.10619802586734295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809325748435262, "mask_rcnn/false_negative": 0.09549587651921854, "mask_rcnn/false_positive": 0.13446151244160287, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9941945464815944, "total_loss": 0.9289373438805342}
{"data_time": 0.019280237378552556, "eta_seconds": 249888.97914004046, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.3666003536693192, "fast_rcnn/fg_cls_accuracy": 0.599255700018843, "iteration": 17579, "loss_box_reg": 0.26287711039185524, "loss_cls": 0.21515329368412495, "loss_mask": 0.2820174843072891, "loss_rpn_cls": 0.04701890447176993, "loss_rpn_loc": 0.08568542147986591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8680237899757604, "mask_rcnn/false_negative": 0.1011753510760772, "mask_rcnn/false_positive": 0.16638414269281038, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.0014067748561502, "total_loss": 0.9033018576446921}
{"data_time": 0.01582234469242394, "eta_seconds": 249740.9223049879, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.43837011884550087, "fast_rcnn/fg_cls_accuracy": 0.5533726557773744, "iteration": 17599, "loss_box_reg": 0.25466255098581314, "loss_cls": 0.22679664939641953, "loss_mask": 0.2896525729447603, "loss_rpn_cls": 0.04629342700354755, "loss_rpn_loc": 0.08905015664640814, "lr": 0.0001, "mask_rcnn/accuracy": 0.870481668313301, "mask_rcnn/false_negative": 0.10700343426451084, "mask_rcnn/false_positive": 0.15172217814956357, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0142422690987587, "total_loss": 0.9010187527164817}
{"data_time": 0.01629822188988328, "eta_seconds": 249721.13300845027, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.41542584871947585, "fast_rcnn/fg_cls_accuracy": 0.5791393686718285, "iteration": 17619, "loss_box_reg": 0.2640739753842354, "loss_cls": 0.23961139284074306, "loss_mask": 0.27644613943994045, "loss_rpn_cls": 0.05195651948451996, "loss_rpn_loc": 0.09398823836818337, "lr": 0.0001, "mask_rcnn/accuracy": 0.868150524106942, "mask_rcnn/false_negative": 0.11070137083694859, "mask_rcnn/false_positive": 0.13764741979762313, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9848714959807694, "total_loss": 0.939924809965305}
{"data_time": 0.01657735207118094, "eta_seconds": 249594.28849437274, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.3820432396101714, "fast_rcnn/fg_cls_accuracy": 0.5659748738451402, "iteration": 17639, "loss_box_reg": 0.23163355514407158, "loss_cls": 0.2182837724685669, "loss_mask": 0.28011530078947544, "loss_rpn_cls": 0.05809121788479388, "loss_rpn_loc": 0.08107896544970572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757057197665246, "mask_rcnn/false_negative": 0.0995349252323999, "mask_rcnn/false_positive": 0.13583574155358352, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9840808643493801, "total_loss": 0.8711281346622854}
{"data_time": 0.014143508626148105, "eta_seconds": 249641.92216309253, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.42244020266289617, "fast_rcnn/fg_cls_accuracy": 0.5446199499242682, "iteration": 17659, "loss_box_reg": 0.26210325956344604, "loss_cls": 0.2165552545338869, "loss_mask": 0.28672187589108944, "loss_rpn_cls": 0.04197449656203389, "loss_rpn_loc": 0.08089374471455812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8713538862240839, "mask_rcnn/false_negative": 0.11734234279189387, "mask_rcnn/false_positive": 0.14630438237468735, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.016198727535084, "total_loss": 0.8821985996328294}
{"data_time": 0.013986044097691774, "eta_seconds": 249554.7268699482, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3939323015710482, "fast_rcnn/fg_cls_accuracy": 0.5761292016806723, "iteration": 17679, "loss_box_reg": 0.24440931994467974, "loss_cls": 0.19592840783298016, "loss_mask": 0.2651057094335556, "loss_rpn_cls": 0.057584544410929084, "loss_rpn_loc": 0.07767324603628367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802579507658195, "mask_rcnn/false_negative": 0.11530459569913354, "mask_rcnn/false_positive": 0.12638101929495663, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.00193604035303, "total_loss": 0.8457540535600856}
{"data_time": 0.014786690007895231, "eta_seconds": 249814.53570930753, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3517124200426439, "fast_rcnn/fg_cls_accuracy": 0.6378842676311032, "iteration": 17699, "loss_box_reg": 0.2562638930976391, "loss_cls": 0.2232898585498333, "loss_mask": 0.26808547228574753, "loss_rpn_cls": 0.04821748984977603, "loss_rpn_loc": 0.07718539051711559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812899229632329, "mask_rcnn/false_negative": 0.10178895645527222, "mask_rcnn/false_positive": 0.13594579972913762, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0083286871667951, "total_loss": 0.8857095069251955}
{"data_time": 0.019065223401412368, "eta_seconds": 249477.22445288673, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.4255726989912956, "fast_rcnn/fg_cls_accuracy": 0.5413848327837965, "iteration": 17719, "loss_box_reg": 0.24020247161388397, "loss_cls": 0.22699502855539322, "loss_mask": 0.28553211130201817, "loss_rpn_cls": 0.051326644024811685, "loss_rpn_loc": 0.09162222407758236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832396623609527, "mask_rcnn/false_negative": 0.10018083721626864, "mask_rcnn/false_positive": 0.13329974726258015, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9519449998624623, "total_loss": 0.898965435102582}
{"data_time": 0.01597607764415443, "eta_seconds": 249367.3798628198, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.38317855231980436, "fast_rcnn/fg_cls_accuracy": 0.5525013376136971, "iteration": 17739, "loss_box_reg": 0.24707934260368347, "loss_cls": 0.20381920970976353, "loss_mask": 0.2780116591602564, "loss_rpn_cls": 0.04240887984633446, "loss_rpn_loc": 0.08169950754381716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741868226934726, "mask_rcnn/false_negative": 0.11378295790264226, "mask_rcnn/false_positive": 0.15699267563159058, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9750921670347452, "total_loss": 0.8844429794698954}
{"data_time": 0.017801027512177825, "eta_seconds": 249301.62264872342, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.38497150997151, "fast_rcnn/fg_cls_accuracy": 0.522076068114612, "iteration": 17759, "loss_box_reg": 0.2333036852069199, "loss_cls": 0.20636076014488935, "loss_mask": 0.27135645411908627, "loss_rpn_cls": 0.04618052253499627, "loss_rpn_loc": 0.07402656134217978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762161704214624, "mask_rcnn/false_negative": 0.11024312731888816, "mask_rcnn/false_positive": 0.138907285833764, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.972646197071299, "total_loss": 0.846796513069421}
{"data_time": 0.021354355150833726, "eta_seconds": 249286.75261246506, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3890134095915292, "fast_rcnn/fg_cls_accuracy": 0.59645305907173, "iteration": 17779, "loss_box_reg": 0.24592474661767483, "loss_cls": 0.21087954845279455, "loss_mask": 0.2643433213233948, "loss_rpn_cls": 0.04324373556300998, "loss_rpn_loc": 0.08135115308687091, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809318352087285, "mask_rcnn/false_negative": 0.09080153051545448, "mask_rcnn/false_positive": 0.13563724760057005, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9960973369888961, "total_loss": 0.874960750574246}
{"data_time": 0.015902522020041943, "eta_seconds": 249436.0419966746, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.36791223681467583, "fast_rcnn/fg_cls_accuracy": 0.6055612623409233, "iteration": 17799, "loss_box_reg": 0.24769114423543215, "loss_cls": 0.24437346681952477, "loss_mask": 0.27356098033487797, "loss_rpn_cls": 0.04611739842221141, "loss_rpn_loc": 0.08775269915349782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938034256580984, "mask_rcnn/false_negative": 0.09719255587263931, "mask_rcnn/false_positive": 0.1326054109393741, "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": 1.0097439088858664, "total_loss": 0.9103666744194925}
{"data_time": 0.015859141247346997, "eta_seconds": 249440.86409957148, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.46258543025784404, "fast_rcnn/fg_cls_accuracy": 0.5265487790208108, "iteration": 17819, "loss_box_reg": 0.23099094815552235, "loss_cls": 0.20800255239009857, "loss_mask": 0.26580647751688957, "loss_rpn_cls": 0.04047494940459728, "loss_rpn_loc": 0.0875715974252671, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915225140516188, "mask_rcnn/false_negative": 0.08664165384540573, "mask_rcnn/false_positive": 0.12939129086033124, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9803305929526687, "total_loss": 0.8340175655903295}
{"data_time": 0.01612773258239031, "eta_seconds": 249217.13706105947, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3893162393162393, "fast_rcnn/fg_cls_accuracy": 0.595789806900918, "iteration": 17839, "loss_box_reg": 0.2591206692159176, "loss_cls": 0.24394047819077969, "loss_mask": 0.2766597140580416, "loss_rpn_cls": 0.050461360486224294, "loss_rpn_loc": 0.11481919162906706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774424274653558, "mask_rcnn/false_negative": 0.10095365271277944, "mask_rcnn/false_positive": 0.13177100205953335, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 0.9820573483593762, "total_loss": 0.9479655169416219}
{"data_time": 0.013996371533721685, "eta_seconds": 249065.98369253334, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32852090852747096, "fast_rcnn/fg_cls_accuracy": 0.6244113029827316, "iteration": 17859, "loss_box_reg": 0.24810361862182617, "loss_cls": 0.229621727950871, "loss_mask": 0.2742545399814844, "loss_rpn_cls": 0.05537950247526169, "loss_rpn_loc": 0.09068056254182011, "lr": 0.0001, "mask_rcnn/accuracy": 0.884591968124768, "mask_rcnn/false_negative": 0.09574057285340787, "mask_rcnn/false_positive": 0.1406600024129963, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9570656046271324, "total_loss": 0.9262444810010493}
{"data_time": 0.014558559050783515, "eta_seconds": 249162.98826947808, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.396002024291498, "fast_rcnn/fg_cls_accuracy": 0.5875399361022364, "iteration": 17879, "loss_box_reg": 0.2537937518209219, "loss_cls": 0.2365950671955943, "loss_mask": 0.28225425630807877, "loss_rpn_cls": 0.04700393171515316, "loss_rpn_loc": 0.08922085538506508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832300188515771, "mask_rcnn/false_negative": 0.10855904722804893, "mask_rcnn/false_positive": 0.13301840735815534, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0315486416220665, "total_loss": 0.908479621168226}
{"data_time": 0.017142376163974404, "eta_seconds": 249157.83729811665, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.36611825828797623, "fast_rcnn/fg_cls_accuracy": 0.6004115226337449, "iteration": 17899, "loss_box_reg": 0.23070035316050053, "loss_cls": 0.21214412152767181, "loss_mask": 0.2668909467756748, "loss_rpn_cls": 0.055844825925305486, "loss_rpn_loc": 0.09688315726816654, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933372916711191, "mask_rcnn/false_negative": 0.09373914082662865, "mask_rcnn/false_positive": 0.12162004712168764, "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": 0.996836428064853, "total_loss": 0.8497722630272619}
{"data_time": 0.028140617068856955, "eta_seconds": 249189.44389050826, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3640069604661166, "fast_rcnn/fg_cls_accuracy": 0.5729885876394161, "iteration": 17919, "loss_box_reg": 0.24029067903757095, "loss_cls": 0.2084293831139803, "loss_mask": 0.2851769272238016, "loss_rpn_cls": 0.04798421775922179, "loss_rpn_loc": 0.08120336104184389, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886295501964476, "mask_rcnn/false_negative": 0.10626705483114707, "mask_rcnn/false_positive": 0.12339982165889932, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0016583213582635, "total_loss": 0.8622943414375186}
{"data_time": 0.01771310670301318, "eta_seconds": 249128.61336729024, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.3806941094078282, "fast_rcnn/fg_cls_accuracy": 0.5969345484672742, "iteration": 17939, "loss_box_reg": 0.25857014395296574, "loss_cls": 0.23570650350302458, "loss_mask": 0.28944870829582214, "loss_rpn_cls": 0.052357227075845, "loss_rpn_loc": 0.08069651667028666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766637905162065, "mask_rcnn/false_negative": 0.10511140714671605, "mask_rcnn/false_positive": 0.13181322226142872, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9918040849734098, "total_loss": 0.9206482495646924}
{"data_time": 0.015572998905554414, "eta_seconds": 249103.9524753578, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3824502292378227, "fast_rcnn/fg_cls_accuracy": 0.5477370963640986, "iteration": 17959, "loss_box_reg": 0.2521266043186188, "loss_cls": 0.22669660300016403, "loss_mask": 0.28005199506878853, "loss_rpn_cls": 0.052282690769061446, "loss_rpn_loc": 0.07951170345768332, "lr": 0.0001, "mask_rcnn/accuracy": 0.882166521008098, "mask_rcnn/false_negative": 0.10399475213654254, "mask_rcnn/false_positive": 0.14245777310638474, "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": 1.0070374701172113, "total_loss": 0.8596376054920256}
{"data_time": 0.02145207650028169, "eta_seconds": 249205.55281831417, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3479976896418945, "fast_rcnn/fg_cls_accuracy": 0.6118008243942414, "iteration": 17979, "loss_box_reg": 0.23501197807490826, "loss_cls": 0.21926060132682323, "loss_mask": 0.26794444024562836, "loss_rpn_cls": 0.05065485299564898, "loss_rpn_loc": 0.07909219735302031, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864705002385254, "mask_rcnn/false_negative": 0.0970044700709492, "mask_rcnn/false_positive": 0.11857088933631668, "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": 1.00338128185831, "total_loss": 0.908919831039384}
{"data_time": 0.01611437159590423, "eta_seconds": 249064.41844068468, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.37839689426809775, "fast_rcnn/fg_cls_accuracy": 0.5880572084768765, "iteration": 17999, "loss_box_reg": 0.24446556717157364, "loss_cls": 0.2264907592907548, "loss_mask": 0.2610966134816408, "loss_rpn_cls": 0.04950245376676321, "loss_rpn_loc": 0.09179570246487856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845385582081409, "mask_rcnn/false_negative": 0.09157332534434247, "mask_rcnn/false_positive": 0.1381060171644206, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9956910002510995, "total_loss": 0.8907850440591574}
{"data_time": 0.018522542668506503, "eta_seconds": 249218.4530623397, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3825730994152047, "fast_rcnn/fg_cls_accuracy": 0.5598620689655172, "iteration": 18019, "loss_box_reg": 0.2662312602624297, "loss_cls": 0.22398321237415075, "loss_mask": 0.2775576878339052, "loss_rpn_cls": 0.054132561665028334, "loss_rpn_loc": 0.10508820437826216, "lr": 0.0001, "mask_rcnn/accuracy": 0.868451547587066, "mask_rcnn/false_negative": 0.10937971465053879, "mask_rcnn/false_positive": 0.14902064701669276, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.036733812186867, "total_loss": 0.9225775941740721}
{"data_time": 0.015845463145524263, "eta_seconds": 249223.25370183215, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.4351811967412679, "fast_rcnn/fg_cls_accuracy": 0.5393394025788893, "iteration": 18039, "loss_box_reg": 0.24836951307952404, "loss_cls": 0.23428396880626678, "loss_mask": 0.27106902562081814, "loss_rpn_cls": 0.059502278454601765, "loss_rpn_loc": 0.10125659895129502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818690101140922, "mask_rcnn/false_negative": 0.10575129442429917, "mask_rcnn/false_positive": 0.13461018248763273, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9925987995229661, "total_loss": 0.9241711483336985}
{"data_time": 0.014339200453832746, "eta_seconds": 249372.24515774287, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.40283188492658073, "fast_rcnn/fg_cls_accuracy": 0.591848966137249, "iteration": 18059, "loss_box_reg": 0.25232033990323544, "loss_cls": 0.22089934721589088, "loss_mask": 0.2769573852419853, "loss_rpn_cls": 0.05132910283282399, "loss_rpn_loc": 0.08185606310144067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757491057335902, "mask_rcnn/false_negative": 0.0970842131384283, "mask_rcnn/false_positive": 0.14085161715860461, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0103944488801062, "total_loss": 0.9004988714586943}
{"data_time": 0.0195297934114933, "eta_seconds": 249352.44899634272, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4027800335661307, "fast_rcnn/fg_cls_accuracy": 0.5587301587301587, "iteration": 18079, "loss_box_reg": 0.25492160860449076, "loss_cls": 0.20286789955571294, "loss_mask": 0.2760266438126564, "loss_rpn_cls": 0.03929260279983282, "loss_rpn_loc": 0.07134729414246976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764239508712278, "mask_rcnn/false_negative": 0.1034817494323753, "mask_rcnn/false_positive": 0.138399834446371, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.982824708102271, "total_loss": 0.8512432156130672}
{"data_time": 0.013832266675308347, "eta_seconds": 249571.75520309247, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.39743815735354604, "fast_rcnn/fg_cls_accuracy": 0.5582855019201387, "iteration": 18099, "loss_box_reg": 0.2666221186518669, "loss_cls": 0.249227998778224, "loss_mask": 0.27781822346150875, "loss_rpn_cls": 0.05415455368347466, "loss_rpn_loc": 0.08897629473358393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747127320396835, "mask_rcnn/false_negative": 0.1093833622122096, "mask_rcnn/false_positive": 0.13971043850524165, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.001703615533188, "total_loss": 0.9571218795608729}
{"data_time": 0.014988442417234182, "eta_seconds": 249408.87863500044, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.37943298618201615, "fast_rcnn/fg_cls_accuracy": 0.5608628659476117, "iteration": 18119, "loss_box_reg": 0.24436605349183083, "loss_cls": 0.22346594836562872, "loss_mask": 0.26531916484236717, "loss_rpn_cls": 0.048184193670749664, "loss_rpn_loc": 0.06296651251614094, "lr": 0.0001, "mask_rcnn/accuracy": 0.883069046227429, "mask_rcnn/false_negative": 0.10068764013563632, "mask_rcnn/false_positive": 0.14034637012493215, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9607467134483159, "total_loss": 0.8592597125098109}
{"data_time": 0.013867902103811502, "eta_seconds": 249389.07484917901, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3921669761364418, "fast_rcnn/fg_cls_accuracy": 0.5822187594684674, "iteration": 18139, "loss_box_reg": 0.2594538927078247, "loss_cls": 0.22432255931198597, "loss_mask": 0.2651495337486267, "loss_rpn_cls": 0.04963030223734677, "loss_rpn_loc": 0.10050678718835115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844915775405198, "mask_rcnn/false_negative": 0.10531177278575007, "mask_rcnn/false_positive": 0.13544587681635437, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9812221759930253, "total_loss": 0.8977733415085822}
{"data_time": 0.017581135965883732, "eta_seconds": 249468.2465787977, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35162329405781134, "fast_rcnn/fg_cls_accuracy": 0.5839926753662317, "iteration": 18159, "loss_box_reg": 0.2552121579647064, "loss_cls": 0.2178561296314001, "loss_mask": 0.27721002139151096, "loss_rpn_cls": 0.043661277275532484, "loss_rpn_loc": 0.07711747265420854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841380893653583, "mask_rcnn/false_negative": 0.10180948144954555, "mask_rcnn/false_positive": 0.14126675503297592, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9972876231186092, "total_loss": 0.8841385352425277}
{"data_time": 0.020756327779963613, "eta_seconds": 249522.24765989464, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.40049832087531145, "fast_rcnn/fg_cls_accuracy": 0.5595625484236249, "iteration": 18179, "loss_box_reg": 0.23350307159125805, "loss_cls": 0.20235780626535416, "loss_mask": 0.2688290197402239, "loss_rpn_cls": 0.04598707298282534, "loss_rpn_loc": 0.08666604431346059, "lr": 0.0001, "mask_rcnn/accuracy": 0.888862461541562, "mask_rcnn/false_negative": 0.08144963273556406, "mask_rcnn/false_positive": 0.13411772714488412, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0218444354832172, "total_loss": 0.8532818497624248}
{"data_time": 0.021208756137639284, "eta_seconds": 249556.3823032193, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.35665556338479276, "fast_rcnn/fg_cls_accuracy": 0.6296284208293217, "iteration": 18199, "loss_box_reg": 0.2546217404305935, "loss_cls": 0.20991069078445435, "loss_mask": 0.27121121995151043, "loss_rpn_cls": 0.04500670626293868, "loss_rpn_loc": 0.09021979244425893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775797761481523, "mask_rcnn/false_negative": 0.10864942817915221, "mask_rcnn/false_positive": 0.1294211327592399, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0120826784987003, "total_loss": 0.9121915095020086}
{"data_time": 0.01860171463340521, "eta_seconds": 249611.29958281294, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.34292866082603257, "fast_rcnn/fg_cls_accuracy": 0.6335419274092615, "iteration": 18219, "loss_box_reg": 0.25354317016899586, "loss_cls": 0.21788142062723637, "loss_mask": 0.2674084547907114, "loss_rpn_cls": 0.05358828045427799, "loss_rpn_loc": 0.07432623486965895, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869388061003971, "mask_rcnn/false_negative": 0.09117236868335427, "mask_rcnn/false_positive": 0.14008054649503793, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0020021030213684, "total_loss": 0.8884810513118282}
{"data_time": 0.016234200447797775, "eta_seconds": 250098.27896654606, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.39683206271266747, "fast_rcnn/fg_cls_accuracy": 0.5645959422937841, "iteration": 18239, "loss_box_reg": 0.23692962527275085, "loss_cls": 0.20643198676407337, "loss_mask": 0.2750478517264128, "loss_rpn_cls": 0.047015251358971, "loss_rpn_loc": 0.08400853420607746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884878492681476, "mask_rcnn/false_negative": 0.09919023479369399, "mask_rcnn/false_positive": 0.12259955656061275, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.010674619115889, "total_loss": 0.8673128113150597}
{"data_time": 0.014521036762744188, "eta_seconds": 250210.8062397875, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.4300001699437486, "fast_rcnn/fg_cls_accuracy": 0.558124901683184, "iteration": 18259, "loss_box_reg": 0.243392800912261, "loss_cls": 0.226724062114954, "loss_mask": 0.2794306315481663, "loss_rpn_cls": 0.05891299608629197, "loss_rpn_loc": 0.10969439730979502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8642288861206182, "mask_rcnn/false_negative": 0.1073975186963346, "mask_rcnn/false_positive": 0.14987701581174384, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0059285461902618, "total_loss": 0.9611665966222063}
{"data_time": 0.014209398301318288, "eta_seconds": 250058.54298323393, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.4017792604948568, "fast_rcnn/fg_cls_accuracy": 0.5624404672381811, "iteration": 18279, "loss_box_reg": 0.2579671461135149, "loss_cls": 0.23030905425548553, "loss_mask": 0.2832885608077049, "loss_rpn_cls": 0.05422489996999502, "loss_rpn_loc": 0.08681053947657347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8721294342562784, "mask_rcnn/false_negative": 0.10914542402819558, "mask_rcnn/false_positive": 0.14959610770869844, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9786082853097469, "total_loss": 0.9113204790046439}
{"data_time": 0.016025717603042722, "eta_seconds": 249810.16258648597, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4051574118019301, "fast_rcnn/fg_cls_accuracy": 0.5492406264831514, "iteration": 18299, "loss_box_reg": 0.25579173397272825, "loss_cls": 0.22354755317792296, "loss_mask": 0.2607356868684292, "loss_rpn_cls": 0.04797050775960088, "loss_rpn_loc": 0.07927740551531315, "lr": 0.0001, "mask_rcnn/accuracy": 0.889168758252421, "mask_rcnn/false_negative": 0.09394639145563004, "mask_rcnn/false_positive": 0.1306670058110873, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9548498627264053, "total_loss": 0.8935198459075764}
{"data_time": 0.015668901847675443, "eta_seconds": 249616.07333231717, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.4079775750794028, "fast_rcnn/fg_cls_accuracy": 0.5763566285759498, "iteration": 18319, "loss_box_reg": 0.2613581530749798, "loss_cls": 0.2205763142555952, "loss_mask": 0.2813462968915701, "loss_rpn_cls": 0.04632645717356354, "loss_rpn_loc": 0.09761457378044724, "lr": 0.0001, "mask_rcnn/accuracy": 0.883571671912008, "mask_rcnn/false_negative": 0.09622931194990945, "mask_rcnn/false_positive": 0.1225954215631177, "roi_head/num_bg_samples": 459.125, "roi_head/num_fg_samples": 52.875, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.033944578608498, "total_loss": 0.9318765357602388}
{"data_time": 0.016629432328045368, "eta_seconds": 249596.23734429013, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3606058077436582, "fast_rcnn/fg_cls_accuracy": 0.6034682080924856, "iteration": 18339, "loss_box_reg": 0.26266511529684067, "loss_cls": 0.24137556366622448, "loss_mask": 0.2833039239048958, "loss_rpn_cls": 0.05184049508534372, "loss_rpn_loc": 0.0950851165689528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757850338411226, "mask_rcnn/false_negative": 0.10398086468031288, "mask_rcnn/false_positive": 0.13267210007061706, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9923954715486616, "total_loss": 0.9321370320394635}
{"data_time": 0.015861504012718797, "eta_seconds": 249343.89008472674, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.40596794227243155, "fast_rcnn/fg_cls_accuracy": 0.5550917722956703, "iteration": 18359, "loss_box_reg": 0.25242367945611477, "loss_cls": 0.21633524354547262, "loss_mask": 0.28395526111125946, "loss_rpn_cls": 0.06830416643060744, "loss_rpn_loc": 0.09866000385954976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8740841347918655, "mask_rcnn/false_negative": 0.10730013800118499, "mask_rcnn/false_positive": 0.1423860533801266, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9727050685323775, "total_loss": 0.9663263633847237}
{"data_time": 0.016605947399511933, "eta_seconds": 249556.56536823604, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3956130483689539, "fast_rcnn/fg_cls_accuracy": 0.5653794605461551, "iteration": 18379, "loss_box_reg": 0.24668186530470848, "loss_cls": 0.21953674033284187, "loss_mask": 0.2593374066054821, "loss_rpn_cls": 0.053531862096861005, "loss_rpn_loc": 0.08363257115706801, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897046884080265, "mask_rcnn/false_negative": 0.08880549914964797, "mask_rcnn/false_positive": 0.12663969457415192, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 234.125, "rpn/num_pos_anchors": 21.875, "time": 1.021197482245043, "total_loss": 0.8916634060442448}
{"data_time": 0.01681077224202454, "eta_seconds": 249197.3410663195, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3981012658227848, "fast_rcnn/fg_cls_accuracy": 0.5689088543419252, "iteration": 18399, "loss_box_reg": 0.24592135101556778, "loss_cls": 0.1990842344239354, "loss_mask": 0.27304209768772125, "loss_rpn_cls": 0.04291759233456105, "loss_rpn_loc": 0.09420734969899058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799967211630597, "mask_rcnn/false_negative": 0.10364710346586847, "mask_rcnn/false_positive": 0.1382101060490094, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9800981127191335, "total_loss": 0.8446514969691634}
{"data_time": 0.013836700469255447, "eta_seconds": 249284.43755967077, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38935170685875353, "fast_rcnn/fg_cls_accuracy": 0.5730105520592855, "iteration": 18419, "loss_box_reg": 0.25080508925020695, "loss_cls": 0.22560547199100256, "loss_mask": 0.2699658218771219, "loss_rpn_cls": 0.049032100941985846, "loss_rpn_loc": 0.10003782087005675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869585841815845, "mask_rcnn/false_negative": 0.09308778803156897, "mask_rcnn/false_positive": 0.11231574244359038, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9990860268007964, "total_loss": 0.9086588004138321}
{"data_time": 0.014002995565533638, "eta_seconds": 249264.62005131878, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.4114184999842634, "fast_rcnn/fg_cls_accuracy": 0.5393997634535778, "iteration": 18439, "loss_box_reg": 0.24519322998821735, "loss_cls": 0.2086249217391014, "loss_mask": 0.25628991425037384, "loss_rpn_cls": 0.0406003879616037, "loss_rpn_loc": 0.08442098391242325, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919906263075934, "mask_rcnn/false_negative": 0.09525267286882108, "mask_rcnn/false_positive": 0.12763427107565384, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9899870357476175, "total_loss": 0.8233270556665957}
{"data_time": 0.014937971020117402, "eta_seconds": 249244.8025429668, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3678977272727273, "fast_rcnn/fg_cls_accuracy": 0.5828672178988327, "iteration": 18459, "loss_box_reg": 0.24350055120885372, "loss_cls": 0.1992583405226469, "loss_mask": 0.2873923797160387, "loss_rpn_cls": 0.05428799020592123, "loss_rpn_loc": 0.08990607294254005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767031394476563, "mask_rcnn/false_negative": 0.1098214957922912, "mask_rcnn/false_positive": 0.12314147872622583, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.977224237518385, "total_loss": 0.869336536154151}
{"data_time": 0.019902249332517385, "eta_seconds": 249731.85773715377, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.4286539895600298, "fast_rcnn/fg_cls_accuracy": 0.5075635673919296, "iteration": 18479, "loss_box_reg": 0.2515389285981655, "loss_cls": 0.22393124736845493, "loss_mask": 0.26857539638876915, "loss_rpn_cls": 0.05564397340640426, "loss_rpn_loc": 0.08537512109614909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8743680980665821, "mask_rcnn/false_negative": 0.0984716832847915, "mask_rcnn/false_positive": 0.15158109914684456, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9978593960404396, "total_loss": 0.9148904758039862}
{"data_time": 0.018637397792190313, "eta_seconds": 249544.12476730067, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3861967471780556, "fast_rcnn/fg_cls_accuracy": 0.5572584195465551, "iteration": 18499, "loss_box_reg": 0.24828488752245903, "loss_cls": 0.2178301466628909, "loss_mask": 0.27805677615106106, "loss_rpn_cls": 0.05977678997442126, "loss_rpn_loc": 0.1154712033458054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830255316412279, "mask_rcnn/false_negative": 0.1048612856054139, "mask_rcnn/false_positive": 0.14174243226876687, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9853944766800851, "total_loss": 0.9379131433088332}
{"data_time": 0.017240553628653288, "eta_seconds": 249884.31381667033, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.38783468542181676, "fast_rcnn/fg_cls_accuracy": 0.5679531735869764, "iteration": 18519, "loss_box_reg": 0.2679747696965933, "loss_cls": 0.2194179710932076, "loss_mask": 0.26491792500019073, "loss_rpn_cls": 0.05660122190602124, "loss_rpn_loc": 0.09790546144358814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890671059559268, "mask_rcnn/false_negative": 0.0995516938265553, "mask_rcnn/false_positive": 0.13399428028040686, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.0070228448603302, "total_loss": 0.8812951708678156}
{"data_time": 0.015478553716093302, "eta_seconds": 249945.78721529804, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3499217067919358, "fast_rcnn/fg_cls_accuracy": 0.596897498701106, "iteration": 18539, "loss_box_reg": 0.26781944558024406, "loss_cls": 0.2152330344542861, "loss_mask": 0.27894167229533195, "loss_rpn_cls": 0.05409245565533638, "loss_rpn_loc": 0.08027674676850438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850258460210738, "mask_rcnn/false_negative": 0.10114475959603358, "mask_rcnn/false_positive": 0.12355199349469462, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0065602089744061, "total_loss": 0.9266142623964697}
{"data_time": 0.016304404009133577, "eta_seconds": 250051.1767718941, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3684127733207488, "fast_rcnn/fg_cls_accuracy": 0.6057165918023583, "iteration": 18559, "loss_box_reg": 0.23811227828264236, "loss_cls": 0.2172399889677763, "loss_mask": 0.26027650013566017, "loss_rpn_cls": 0.04452609154395759, "loss_rpn_loc": 0.08196849888190627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819995606736311, "mask_rcnn/false_negative": 0.10800612682177275, "mask_rcnn/false_positive": 0.13486330547309486, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0141087945085019, "total_loss": 0.8222210460808128}
{"data_time": 0.022519695106893778, "eta_seconds": 249824.69452754594, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.4004955766710354, "fast_rcnn/fg_cls_accuracy": 0.5868146570554827, "iteration": 18579, "loss_box_reg": 0.2561470828950405, "loss_cls": 0.21135559119284153, "loss_mask": 0.2733748685568571, "loss_rpn_cls": 0.05046160984784365, "loss_rpn_loc": 0.08633217518217862, "lr": 0.0001, "mask_rcnn/accuracy": 0.875278946005509, "mask_rcnn/false_negative": 0.10312560238028012, "mask_rcnn/false_positive": 0.1318482097790296, "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": 0.9751562322489917, "total_loss": 0.8700318564660847}
{"data_time": 0.022721165558323264, "eta_seconds": 249804.82143117115, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3693907006703724, "fast_rcnn/fg_cls_accuracy": 0.6017813541178028, "iteration": 18599, "loss_box_reg": 0.2500874437391758, "loss_cls": 0.22851544246077538, "loss_mask": 0.25949855521321297, "loss_rpn_cls": 0.04844897473230958, "loss_rpn_loc": 0.07418329990468919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874145934732669, "mask_rcnn/false_negative": 0.09956983533070166, "mask_rcnn/false_positive": 0.12671681038478066, "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": 1.0065291535574943, "total_loss": 0.878876072820276}
{"data_time": 0.020985099021345377, "eta_seconds": 249957.6664390741, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.42130722812540994, "fast_rcnn/fg_cls_accuracy": 0.522309406630142, "iteration": 18619, "loss_box_reg": 0.2536219786852598, "loss_cls": 0.22998973634094, "loss_mask": 0.2779043950140476, "loss_rpn_cls": 0.05152011523023248, "loss_rpn_loc": 0.08603552356362343, "lr": 0.0001, "mask_rcnn/accuracy": 0.872450933652658, "mask_rcnn/false_negative": 0.10623106923743908, "mask_rcnn/false_positive": 0.14520275841274372, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9953005204442888, "total_loss": 0.898798207519576}
{"data_time": 0.016064651310443878, "eta_seconds": 249937.77960110456, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.4247787610619469, "fast_rcnn/fg_cls_accuracy": 0.5674321655818035, "iteration": 18639, "loss_box_reg": 0.24941150844097137, "loss_cls": 0.22022191993892193, "loss_mask": 0.28284600004553795, "loss_rpn_cls": 0.044733456801623106, "loss_rpn_loc": 0.0863289162516594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8709457165056288, "mask_rcnn/false_negative": 0.11989640976483193, "mask_rcnn/false_positive": 0.14211902478350136, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9973546776454896, "total_loss": 0.8958369875326753}
{"data_time": 0.016285768942907453, "eta_seconds": 249745.20214204676, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4086044520547945, "fast_rcnn/fg_cls_accuracy": 0.5586472602739726, "iteration": 18659, "loss_box_reg": 0.23968336544930935, "loss_cls": 0.22204309329390526, "loss_mask": 0.2799554690718651, "loss_rpn_cls": 0.05417128396220505, "loss_rpn_loc": 0.09847271861508489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842212282068679, "mask_rcnn/false_negative": 0.10013790100527308, "mask_rcnn/false_positive": 0.13019953916870228, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9699854354839772, "total_loss": 0.8976546674966812}
{"data_time": 0.019779119174927473, "eta_seconds": 249725.32904567197, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3554359618569063, "fast_rcnn/fg_cls_accuracy": 0.5987788010046227, "iteration": 18679, "loss_box_reg": 0.2530300933867693, "loss_cls": 0.2452573962509632, "loss_mask": 0.27688335068523884, "loss_rpn_cls": 0.04748213570564985, "loss_rpn_loc": 0.08236213959753513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926685267694776, "mask_rcnn/false_negative": 0.0960724728311938, "mask_rcnn/false_positive": 0.10597296351814925, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9935203329659998, "total_loss": 0.9291167329065502}
{"data_time": 0.022647471632808447, "eta_seconds": 249613.96748370025, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.42187633262260127, "fast_rcnn/fg_cls_accuracy": 0.56294013040901, "iteration": 18699, "loss_box_reg": 0.24714807607233524, "loss_cls": 0.23107670433819294, "loss_mask": 0.28829632699489594, "loss_rpn_cls": 0.04575682245194912, "loss_rpn_loc": 0.08015062403865159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747089740476555, "mask_rcnn/false_negative": 0.10039127217987254, "mask_rcnn/false_positive": 0.16219731001577514, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9996823002584279, "total_loss": 0.9148064786568284}
{"data_time": 0.024026236962527037, "eta_seconds": 249939.83691355214, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.40230223019361666, "fast_rcnn/fg_cls_accuracy": 0.5402674129353233, "iteration": 18719, "loss_box_reg": 0.22669916972517967, "loss_cls": 0.21946833655238152, "loss_mask": 0.26923025585711, "loss_rpn_cls": 0.04185115674044937, "loss_rpn_loc": 0.0862955329939723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783853232160703, "mask_rcnn/false_negative": 0.09426320628489593, "mask_rcnn/false_positive": 0.1534566979364841, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9931014201138169, "total_loss": 0.8629235802218318}
{"data_time": 0.015808175317943096, "eta_seconds": 250126.37785281986, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.424645390070922, "fast_rcnn/fg_cls_accuracy": 0.5502626620224975, "iteration": 18739, "loss_box_reg": 0.22909542731940746, "loss_cls": 0.20839840453118086, "loss_mask": 0.2618071101605892, "loss_rpn_cls": 0.04721300338860601, "loss_rpn_loc": 0.06989592756144702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769715696686975, "mask_rcnn/false_negative": 0.10086037265639825, "mask_rcnn/false_positive": 0.14844122371905266, "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": 0.9806850785389543, "total_loss": 0.816778730833903}
{"data_time": 0.016226029256358743, "eta_seconds": 250106.4680878073, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3680147332390803, "fast_rcnn/fg_cls_accuracy": 0.5858816984314992, "iteration": 18759, "loss_box_reg": 0.22889707051217556, "loss_cls": 0.192294895183295, "loss_mask": 0.2689563613384962, "loss_rpn_cls": 0.04048276925459504, "loss_rpn_loc": 0.06820572796277702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895963205761028, "mask_rcnn/false_negative": 0.09492032217728355, "mask_rcnn/false_positive": 0.11878998490532142, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9698487385176122, "total_loss": 0.787260337267071}
{"data_time": 0.014990620780736208, "eta_seconds": 249846.33671262302, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4095359456302432, "fast_rcnn/fg_cls_accuracy": 0.4989061884115097, "iteration": 18779, "loss_box_reg": 0.24778637941926718, "loss_cls": 0.2129939366132021, "loss_mask": 0.27535114251077175, "loss_rpn_cls": 0.05047560459934175, "loss_rpn_loc": 0.09068187908269465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8704974318925544, "mask_rcnn/false_negative": 0.12233189683826305, "mask_rcnn/false_positive": 0.14046136623191877, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9870391301810741, "total_loss": 0.8848551556002349}
{"data_time": 0.015433898894116282, "eta_seconds": 249493.71021799743, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.4096573594628744, "fast_rcnn/fg_cls_accuracy": 0.5291964541035172, "iteration": 18799, "loss_box_reg": 0.23626289702951908, "loss_cls": 0.21202423237264156, "loss_mask": 0.2768204156309366, "loss_rpn_cls": 0.05678445100784302, "loss_rpn_loc": 0.08582176431082189, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916089009844269, "mask_rcnn/false_negative": 0.0998862327835731, "mask_rcnn/false_positive": 0.12205415047423811, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9794572985265404, "total_loss": 0.9072170341387391}
{"data_time": 0.01710517262108624, "eta_seconds": 249473.84606909472, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.38601819970486967, "fast_rcnn/fg_cls_accuracy": 0.5530788362978595, "iteration": 18819, "loss_box_reg": 0.23181418515741825, "loss_cls": 0.20684215519577265, "loss_mask": 0.2806668970733881, "loss_rpn_cls": 0.04823612910695374, "loss_rpn_loc": 0.08074442599900067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748865622414179, "mask_rcnn/false_negative": 0.11086863789784251, "mask_rcnn/false_positive": 0.13071807534344498, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9779840770643204, "total_loss": 0.8614450925961137}
{"data_time": 0.01752482890151441, "eta_seconds": 249478.05153524503, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.35782565273220146, "fast_rcnn/fg_cls_accuracy": 0.5848929250782353, "iteration": 18839, "loss_box_reg": 0.24547565914690495, "loss_cls": 0.21435692440718412, "loss_mask": 0.2655130196362734, "loss_rpn_cls": 0.04726422007661313, "loss_rpn_loc": 0.0770730001386255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8638386390474062, "mask_rcnn/false_negative": 0.10777553808359261, "mask_rcnn/false_positive": 0.14883338654412745, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9901932952925563, "total_loss": 0.8682355623459443}
{"data_time": 0.01573641994036734, "eta_seconds": 249577.6642902149, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3620750134916352, "fast_rcnn/fg_cls_accuracy": 0.5742161301140174, "iteration": 18859, "loss_box_reg": 0.21934841945767403, "loss_cls": 0.19169075228273869, "loss_mask": 0.2637305799871683, "loss_rpn_cls": 0.04490382503718138, "loss_rpn_loc": 0.08471946441568434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872399726428476, "mask_rcnn/false_negative": 0.10202598647884012, "mask_rcnn/false_positive": 0.13093737873027034, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9733107385691255, "total_loss": 0.8033444143366069}
{"data_time": 0.016222821781411767, "eta_seconds": 249355.14461101964, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3852448132780083, "fast_rcnn/fg_cls_accuracy": 0.5763230975697259, "iteration": 18879, "loss_box_reg": 0.2374628707766533, "loss_cls": 0.2049433058127761, "loss_mask": 0.27172284573316574, "loss_rpn_cls": 0.04640962486155331, "loss_rpn_loc": 0.08696669875644147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867909341502445, "mask_rcnn/false_negative": 0.08854517778263649, "mask_rcnn/false_positive": 0.1438544107705594, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9892602572217584, "total_loss": 0.8796483299229294}
{"data_time": 0.017311327159404755, "eta_seconds": 249076.35612760205, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.41246735395189005, "fast_rcnn/fg_cls_accuracy": 0.5726425348308686, "iteration": 18899, "loss_box_reg": 0.2548595145344734, "loss_cls": 0.214892465621233, "loss_mask": 0.26315425895154476, "loss_rpn_cls": 0.052930537378415465, "loss_rpn_loc": 0.0912314634770155, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836305761713676, "mask_rcnn/false_negative": 0.09123086670651898, "mask_rcnn/false_positive": 0.11671130644446552, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9651169970165938, "total_loss": 0.9015814382582903}
{"data_time": 0.025287211872637272, "eta_seconds": 249294.98584861867, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.36909346001052257, "fast_rcnn/fg_cls_accuracy": 0.5990726525870296, "iteration": 18919, "loss_box_reg": 0.24435859359800816, "loss_cls": 0.2185572488233447, "loss_mask": 0.27859753370285034, "loss_rpn_cls": 0.04936139704659581, "loss_rpn_loc": 0.08476292830891907, "lr": 0.0001, "mask_rcnn/accuracy": 0.8761984532138345, "mask_rcnn/false_negative": 0.10716456305606177, "mask_rcnn/false_positive": 0.12848971535124556, "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": 1.0350232999771833, "total_loss": 0.8980851325031836}
{"data_time": 0.020028332946822047, "eta_seconds": 249275.12803550344, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.37603018358872753, "fast_rcnn/fg_cls_accuracy": 0.612394946101553, "iteration": 18939, "loss_box_reg": 0.2605044674128294, "loss_cls": 0.22657147701829672, "loss_mask": 0.2808579932898283, "loss_rpn_cls": 0.04650564829353243, "loss_rpn_loc": 0.08694991294760257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934480187840275, "mask_rcnn/false_negative": 0.08569294849858791, "mask_rcnn/false_positive": 0.1341774295740853, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.000915300566703, "total_loss": 0.9196291328407824}
{"data_time": 0.023886638460680842, "eta_seconds": 249255.2702223882, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39986726397876227, "fast_rcnn/fg_cls_accuracy": 0.568058934847256, "iteration": 18959, "loss_box_reg": 0.23712325654923916, "loss_cls": 0.21411618776619434, "loss_mask": 0.2741270922124386, "loss_rpn_cls": 0.051093017449602485, "loss_rpn_loc": 0.10421857004985213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819182192966473, "mask_rcnn/false_negative": 0.10311402615573825, "mask_rcnn/false_positive": 0.13280857833970927, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0050458873156458, "total_loss": 0.8725612864363939}
{"data_time": 0.014891923172399402, "eta_seconds": 249235.41240927298, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.39261350270524586, "fast_rcnn/fg_cls_accuracy": 0.5713562753036436, "iteration": 18979, "loss_box_reg": 0.2386724390089512, "loss_cls": 0.21333271451294422, "loss_mask": 0.2744203470647335, "loss_rpn_cls": 0.05135304108262062, "loss_rpn_loc": 0.08240028703585267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8760303286909255, "mask_rcnn/false_negative": 0.11839394433939662, "mask_rcnn/false_positive": 0.13781199798393268, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9986449414864182, "total_loss": 0.8787569971755147}
{"data_time": 0.01634164503775537, "eta_seconds": 249170.5350803677, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3784396055072747, "fast_rcnn/fg_cls_accuracy": 0.5806122448979592, "iteration": 18999, "loss_box_reg": 0.24840524420142174, "loss_cls": 0.20508845336735249, "loss_mask": 0.2630559206008911, "loss_rpn_cls": 0.04120329534634948, "loss_rpn_loc": 0.06878295564092696, "lr": 0.0001, "mask_rcnn/accuracy": 0.883839986869775, "mask_rcnn/false_negative": 0.09685395514330425, "mask_rcnn/false_positive": 0.12626125171869776, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9949686259496957, "total_loss": 0.8241617104504257}
{"data_time": 0.019298171624541283, "eta_seconds": 249056.65835570544, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.39093114387012506, "fast_rcnn/fg_cls_accuracy": 0.5669836956521739, "iteration": 19019, "loss_box_reg": 0.26326195430010557, "loss_cls": 0.22512688301503658, "loss_mask": 0.27385076880455017, "loss_rpn_cls": 0.04472429025918245, "loss_rpn_loc": 0.07764162123203278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729604791310963, "mask_rcnn/false_negative": 0.11258301736822869, "mask_rcnn/false_positive": 0.14478021496650456, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.003795633558184, "total_loss": 0.8649138677865267}
{"data_time": 0.022248507710173726, "eta_seconds": 248937.48440375552, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37858082530136655, "fast_rcnn/fg_cls_accuracy": 0.5920986372076921, "iteration": 19039, "loss_box_reg": 0.24348209984600544, "loss_cls": 0.19987119361758232, "loss_mask": 0.2748182434588671, "loss_rpn_cls": 0.04118851153180003, "loss_rpn_loc": 0.07462432095780969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753859992445199, "mask_rcnn/false_negative": 0.09928259501494362, "mask_rcnn/false_positive": 0.13894786828088457, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.979748755460605, "total_loss": 0.8492706520482898}
{"data_time": 0.027416988974437118, "eta_seconds": 248685.01992242876, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3810847722173446, "fast_rcnn/fg_cls_accuracy": 0.6061022539857064, "iteration": 19059, "loss_box_reg": 0.25913454592227936, "loss_cls": 0.2206736309453845, "loss_mask": 0.27001574262976646, "loss_rpn_cls": 0.049506289418786764, "loss_rpn_loc": 0.08963435655459762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823024399066075, "mask_rcnn/false_negative": 0.0983202694781265, "mask_rcnn/false_positive": 0.1436879420518593, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.985686112428084, "total_loss": 0.8936660164035857}
{"data_time": 0.019446671474725008, "eta_seconds": 249091.11817675643, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.4093984321745058, "fast_rcnn/fg_cls_accuracy": 0.528774154589372, "iteration": 19079, "loss_box_reg": 0.25076030660420656, "loss_cls": 0.22862571105360985, "loss_mask": 0.28257509507238865, "loss_rpn_cls": 0.04868417349644005, "loss_rpn_loc": 0.09410455962643027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8715176205712001, "mask_rcnn/false_negative": 0.10708972274979982, "mask_rcnn/false_positive": 0.15759730938931182, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0073358889203519, "total_loss": 0.909178388537839}
{"data_time": 0.020469266455620527, "eta_seconds": 248977.27142181247, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3698607893654333, "fast_rcnn/fg_cls_accuracy": 0.6026291153066001, "iteration": 19099, "loss_box_reg": 0.24156706035137177, "loss_cls": 0.211468992754817, "loss_mask": 0.26543692126870155, "loss_rpn_cls": 0.04656091763172299, "loss_rpn_loc": 0.07414655527099967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827901795547081, "mask_rcnn/false_negative": 0.09867129208206998, "mask_rcnn/false_positive": 0.13467597297543182, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9823712296783924, "total_loss": 0.8418243618216366}
{"data_time": 0.015292346011847258, "eta_seconds": 249051.4097249508, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4004053691874749, "fast_rcnn/fg_cls_accuracy": 0.5638533620362163, "iteration": 19119, "loss_box_reg": 0.26598470099270344, "loss_cls": 0.22937324829399586, "loss_mask": 0.2720783110707998, "loss_rpn_cls": 0.04630926554091275, "loss_rpn_loc": 0.07431675639236346, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848462718279629, "mask_rcnn/false_negative": 0.10228865704875292, "mask_rcnn/false_positive": 0.14162165873864607, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9870007964782417, "total_loss": 0.8901865286752582}
{"data_time": 0.021308348514139652, "eta_seconds": 249076.54990435112, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3570884260227714, "fast_rcnn/fg_cls_accuracy": 0.6143986327707756, "iteration": 19139, "loss_box_reg": 0.2453546654433012, "loss_cls": 0.20500153303146362, "loss_mask": 0.2725970819592476, "loss_rpn_cls": 0.04694102081703022, "loss_rpn_loc": 0.07304016593843699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847110303160118, "mask_rcnn/false_negative": 0.09082285035308105, "mask_rcnn/false_positive": 0.11931974480113022, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.986235836520791, "total_loss": 0.8589899346698076}
{"data_time": 0.016744458116590977, "eta_seconds": 249077.11243321188, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3741443322891287, "fast_rcnn/fg_cls_accuracy": 0.5835124956162421, "iteration": 19159, "loss_box_reg": 0.2815762460231781, "loss_cls": 0.24331471603363752, "loss_mask": 0.2663955930620432, "loss_rpn_cls": 0.04946551821194589, "loss_rpn_loc": 0.07942295912653208, "lr": 0.0001, "mask_rcnn/accuracy": 0.892608668077074, "mask_rcnn/false_negative": 0.09448621425888623, "mask_rcnn/false_positive": 0.13432124921077934, "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": 0.9986059907823801, "total_loss": 0.9540866455063224}
{"data_time": 0.013365891529247165, "eta_seconds": 248991.84704724234, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.44371854432830043, "fast_rcnn/fg_cls_accuracy": 0.5434668989547038, "iteration": 19179, "loss_box_reg": 0.26723128044977784, "loss_cls": 0.23426657728850842, "loss_mask": 0.28893689066171646, "loss_rpn_cls": 0.05770014715380967, "loss_rpn_loc": 0.13559201988391578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697925321163104, "mask_rcnn/false_negative": 0.09855903247919452, "mask_rcnn/false_positive": 0.16498639132933574, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 1.002876084530726, "total_loss": 1.0255525750108063}
{"data_time": 0.018809710629284382, "eta_seconds": 248878.03775444627, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.39669421487603307, "fast_rcnn/fg_cls_accuracy": 0.5931937380801018, "iteration": 19199, "loss_box_reg": 0.2519599739462137, "loss_cls": 0.23002097103744745, "loss_mask": 0.2721360642462969, "loss_rpn_cls": 0.04602778691332787, "loss_rpn_loc": 0.08666272280970588, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813740003704349, "mask_rcnn/false_negative": 0.10436939518347282, "mask_rcnn/false_positive": 0.13981904233926315, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.999220035970211, "total_loss": 0.8988635062705725}
{"data_time": 0.015353968134149909, "eta_seconds": 248952.1385954367, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.4072866620910547, "fast_rcnn/fg_cls_accuracy": 0.5730827754108339, "iteration": 19219, "loss_box_reg": 0.25852106884121895, "loss_cls": 0.2340051857754588, "loss_mask": 0.27200610749423504, "loss_rpn_cls": 0.05004199920222163, "loss_rpn_loc": 0.09588671691017225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792696617699682, "mask_rcnn/false_negative": 0.10555912655280217, "mask_rcnn/false_positive": 0.15375039211053865, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.014147391775623, "total_loss": 0.9235913858865388}
{"data_time": 0.018898623762652278, "eta_seconds": 248624.2727863975, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.38157023057409234, "fast_rcnn/fg_cls_accuracy": 0.6090593910159783, "iteration": 19239, "loss_box_reg": 0.24151237308979034, "loss_cls": 0.21214140858501196, "loss_mask": 0.26875736378133297, "loss_rpn_cls": 0.04482236388139427, "loss_rpn_loc": 0.07018629880622029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752754541925049, "mask_rcnn/false_negative": 0.106335211375131, "mask_rcnn/false_positive": 0.14454857308241134, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9843509888742119, "total_loss": 0.8524978463537991}
{"data_time": 0.015863804379478097, "eta_seconds": 248571.7613270413, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.35857386432834004, "fast_rcnn/fg_cls_accuracy": 0.6039915966386554, "iteration": 19259, "loss_box_reg": 0.24735073372721672, "loss_cls": 0.22356359101831913, "loss_mask": 0.2683664243668318, "loss_rpn_cls": 0.0561930937692523, "loss_rpn_loc": 0.07928167725913227, "lr": 0.0001, "mask_rcnn/accuracy": 0.887546786532944, "mask_rcnn/false_negative": 0.10499099957003552, "mask_rcnn/false_positive": 0.12699855591342268, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9863480431959033, "total_loss": 0.8939818881917745}
{"data_time": 0.014651766046881676, "eta_seconds": 248699.41859144717, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4055942837225514, "fast_rcnn/fg_cls_accuracy": 0.5429558011049724, "iteration": 19279, "loss_box_reg": 0.23577480390667915, "loss_cls": 0.21592904441058636, "loss_mask": 0.26591007970273495, "loss_rpn_cls": 0.04746246011927724, "loss_rpn_loc": 0.07226384524255991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866372608761479, "mask_rcnn/false_negative": 0.09208944363790678, "mask_rcnn/false_positive": 0.13599043930458418, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.005236238008365, "total_loss": 0.8339236069004983}
{"data_time": 0.013188420329242945, "eta_seconds": 248583.7416581344, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3416293150900369, "fast_rcnn/fg_cls_accuracy": 0.639491502920871, "iteration": 19299, "loss_box_reg": 0.25438418611884117, "loss_cls": 0.22116016410291195, "loss_mask": 0.2763249333947897, "loss_rpn_cls": 0.04833846283145249, "loss_rpn_loc": 0.09324381564510986, "lr": 0.0001, "mask_rcnn/accuracy": 0.87933163626257, "mask_rcnn/false_negative": 0.10005873635651742, "mask_rcnn/false_positive": 0.12882348133232796, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9779969921801239, "total_loss": 0.8646700649987906}
{"data_time": 0.016983248991891742, "eta_seconds": 248659.74095606245, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.39334641633959155, "fast_rcnn/fg_cls_accuracy": 0.5723019158563589, "iteration": 19319, "loss_box_reg": 0.24553794413805008, "loss_cls": 0.21294224821031094, "loss_mask": 0.2713007442653179, "loss_rpn_cls": 0.044101680628955364, "loss_rpn_loc": 0.0784326505381614, "lr": 0.0001, "mask_rcnn/accuracy": 0.885435036047828, "mask_rcnn/false_negative": 0.08784684553311753, "mask_rcnn/false_positive": 0.14559202546333194, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0115105900913477, "total_loss": 0.8636036871466786}
{"data_time": 0.018654569517821074, "eta_seconds": 248846.09452341683, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4045988205377915, "fast_rcnn/fg_cls_accuracy": 0.564791378833932, "iteration": 19339, "loss_box_reg": 0.255065793171525, "loss_cls": 0.21604947373270988, "loss_mask": 0.28040711767971516, "loss_rpn_cls": 0.053737961454316974, "loss_rpn_loc": 0.09443716146051884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8761957025707336, "mask_rcnn/false_negative": 0.10512872188848674, "mask_rcnn/false_positive": 0.13361460889626367, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0258421308826655, "total_loss": 0.9159005412366241}
{"data_time": 0.016072761500254273, "eta_seconds": 248956.9136740826, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.41142022846874604, "fast_rcnn/fg_cls_accuracy": 0.5843126684636119, "iteration": 19359, "loss_box_reg": 0.24907840881496668, "loss_cls": 0.237072485499084, "loss_mask": 0.26166196539998055, "loss_rpn_cls": 0.053451535291969776, "loss_rpn_loc": 0.09095528698526323, "lr": 0.0001, "mask_rcnn/accuracy": 0.886112538248583, "mask_rcnn/false_negative": 0.09483495649217398, "mask_rcnn/false_positive": 0.15321923398120174, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0050321493763477, "total_loss": 0.8974385142792016}
{"data_time": 0.013850491028279066, "eta_seconds": 248890.90547871776, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.37739090968034755, "fast_rcnn/fg_cls_accuracy": 0.5958836245721492, "iteration": 19379, "loss_box_reg": 0.26296489872038364, "loss_cls": 0.23502434231340885, "loss_mask": 0.27151648327708244, "loss_rpn_cls": 0.04548922984395176, "loss_rpn_loc": 0.07937034731730819, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861672380256516, "mask_rcnn/false_negative": 0.09668577896645923, "mask_rcnn/false_positive": 0.1497221196714456, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9633058602921665, "total_loss": 0.8903309274464846}
{"data_time": 0.019910456612706184, "eta_seconds": 248917.18228026293, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4134636327162263, "fast_rcnn/fg_cls_accuracy": 0.5373514431239388, "iteration": 19399, "loss_box_reg": 0.2365464847534895, "loss_cls": 0.20126104913651943, "loss_mask": 0.2781382482498884, "loss_rpn_cls": 0.04909042548388243, "loss_rpn_loc": 0.08874149713665247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861411981827179, "mask_rcnn/false_negative": 0.09105451260432057, "mask_rcnn/false_positive": 0.14167078142960984, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.001100883120671, "total_loss": 0.872247698600404}
{"data_time": 0.015026059933006763, "eta_seconds": 248659.7236862406, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4025170735697051, "fast_rcnn/fg_cls_accuracy": 0.5577463718562419, "iteration": 19419, "loss_box_reg": 0.23973726481199265, "loss_cls": 0.2294478677213192, "loss_mask": 0.27445792593061924, "loss_rpn_cls": 0.05116729182191193, "loss_rpn_loc": 0.08731686184182763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790972072193184, "mask_rcnn/false_negative": 0.10065204986712874, "mask_rcnn/false_positive": 0.15454572754062032, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9540924360044301, "total_loss": 0.8706937801325694}
{"data_time": 0.022264637518674135, "eta_seconds": 248834.45667989552, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.399457397657677, "fast_rcnn/fg_cls_accuracy": 0.5530913978494624, "iteration": 19439, "loss_box_reg": 0.24225861206650734, "loss_cls": 0.2126501351594925, "loss_mask": 0.26829892210662365, "loss_rpn_cls": 0.04956204001791775, "loss_rpn_loc": 0.08880871534347534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754328177014232, "mask_rcnn/false_negative": 0.10425826279187225, "mask_rcnn/false_positive": 0.14945976546095494, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0005341845098883, "total_loss": 0.8782899440266192}
{"data_time": 0.014413414057344198, "eta_seconds": 248857.58518953342, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37607085970123555, "fast_rcnn/fg_cls_accuracy": 0.5712419993739813, "iteration": 19459, "loss_box_reg": 0.24349362961947918, "loss_cls": 0.21686668507754803, "loss_mask": 0.26879188418388367, "loss_rpn_cls": 0.049402051605284214, "loss_rpn_loc": 0.09829383180476725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818429983255791, "mask_rcnn/false_negative": 0.0858632957731218, "mask_rcnn/false_positive": 0.1393624927345395, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9687501210719347, "total_loss": 0.8738448445219547}
{"data_time": 0.016525413608178496, "eta_seconds": 248662.17421317473, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.4648063186015448, "fast_rcnn/fg_cls_accuracy": 0.5191619275665968, "iteration": 19479, "loss_box_reg": 0.22326371259987354, "loss_cls": 0.20292668230831623, "loss_mask": 0.26234077475965023, "loss_rpn_cls": 0.045224473578855395, "loss_rpn_loc": 0.06920102145522833, "lr": 0.0001, "mask_rcnn/accuracy": 0.881509680795395, "mask_rcnn/false_negative": 0.09510643227823887, "mask_rcnn/false_positive": 0.15295041758664452, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9422322378959507, "total_loss": 0.8387109810719267}
{"data_time": 0.025377774378284812, "eta_seconds": 248642.32253073715, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.388137365989715, "fast_rcnn/fg_cls_accuracy": 0.5669642857142857, "iteration": 19499, "loss_box_reg": 0.25493231043219566, "loss_cls": 0.22378542367368937, "loss_mask": 0.27564794942736626, "loss_rpn_cls": 0.03974667424336076, "loss_rpn_loc": 0.0695854825899005, "lr": 0.0001, "mask_rcnn/accuracy": 0.887954399742446, "mask_rcnn/false_negative": 0.08849845246724374, "mask_rcnn/false_positive": 0.133000738742097, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9859357688110322, "total_loss": 0.870123159722425}
{"data_time": 0.026369985193014145, "eta_seconds": 248611.25334121287, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38854255795949966, "fast_rcnn/fg_cls_accuracy": 0.5510192652329748, "iteration": 19519, "loss_box_reg": 0.23183218855410814, "loss_cls": 0.2025469560176134, "loss_mask": 0.2597044389694929, "loss_rpn_cls": 0.05072020785883069, "loss_rpn_loc": 0.08010938065126538, "lr": 0.0001, "mask_rcnn/accuracy": 0.884008513807621, "mask_rcnn/false_negative": 0.09503967045132355, "mask_rcnn/false_positive": 0.1395345014362088, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.010426733409986, "total_loss": 0.828236659290269}
{"data_time": 0.023104306077584624, "eta_seconds": 248778.12240189407, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.38798498122653313, "fast_rcnn/fg_cls_accuracy": 0.5606416416778063, "iteration": 19539, "loss_box_reg": 0.24316170997917652, "loss_cls": 0.22581038251519203, "loss_mask": 0.2774761337786913, "loss_rpn_cls": 0.04567425325512886, "loss_rpn_loc": 0.0931080577429384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870791162601954, "mask_rcnn/false_negative": 0.09373559742135255, "mask_rcnn/false_positive": 0.13361208019587656, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0340307459700853, "total_loss": 0.8725722336675972}
{"data_time": 0.022069404367357492, "eta_seconds": 248582.7674834244, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3751431265575537, "fast_rcnn/fg_cls_accuracy": 0.5584644808743169, "iteration": 19559, "loss_box_reg": 0.22949905321002007, "loss_cls": 0.2042903294786811, "loss_mask": 0.2681163568049669, "loss_rpn_cls": 0.04921172116883099, "loss_rpn_loc": 0.08389341435395181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889560125804241, "mask_rcnn/false_negative": 0.09156104918407704, "mask_rcnn/false_positive": 0.11972042868293437, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.984626232413575, "total_loss": 0.8221420163754374}
{"data_time": 0.014544450910761952, "eta_seconds": 248738.3910080744, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3897222222222222, "fast_rcnn/fg_cls_accuracy": 0.567, "iteration": 19579, "loss_box_reg": 0.2583539057523012, "loss_cls": 0.24335438013076782, "loss_mask": 0.27556557953357697, "loss_rpn_cls": 0.04715360049158335, "loss_rpn_loc": 0.07139368052594364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8785660896778802, "mask_rcnn/false_negative": 0.10748598774386162, "mask_rcnn/false_positive": 0.13434731011522538, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.01641826890409, "total_loss": 0.910317160829436}
{"data_time": 0.021899794228374958, "eta_seconds": 248609.91991180927, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3947984749455338, "fast_rcnn/fg_cls_accuracy": 0.5894179894179894, "iteration": 19599, "loss_box_reg": 0.2379166278988123, "loss_cls": 0.2138438355177641, "loss_mask": 0.27044358663260937, "loss_rpn_cls": 0.04507956828456372, "loss_rpn_loc": 0.0699451258406043, "lr": 0.0001, "mask_rcnn/accuracy": 0.876031628436046, "mask_rcnn/false_negative": 0.09465374086825047, "mask_rcnn/false_positive": 0.15290129496713042, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9815033294726163, "total_loss": 0.856069162604399}
{"data_time": 0.01526588830165565, "eta_seconds": 248698.65961425472, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38341213050515377, "fast_rcnn/fg_cls_accuracy": 0.5779017857142856, "iteration": 19619, "loss_box_reg": 0.2407412314787507, "loss_cls": 0.22140660230070353, "loss_mask": 0.2761239502578974, "loss_rpn_cls": 0.0467734036501497, "loss_rpn_loc": 0.08249073615297675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847332262231815, "mask_rcnn/false_negative": 0.0960365901115193, "mask_rcnn/false_positive": 0.12763510533677538, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0277250078506768, "total_loss": 0.9066302769351751}
{"data_time": 0.0166507619433105, "eta_seconds": 248715.42434163392, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3921839658205579, "fast_rcnn/fg_cls_accuracy": 0.5440256086357372, "iteration": 19639, "loss_box_reg": 0.23742317035794258, "loss_cls": 0.20775379054248333, "loss_mask": 0.28453556448221207, "loss_rpn_cls": 0.045037755742669106, "loss_rpn_loc": 0.07920005777850747, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670503981310808, "mask_rcnn/false_negative": 0.1019918427400495, "mask_rcnn/false_positive": 0.14971678887853138, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0024879772681743, "total_loss": 0.8481240177061409}
{"data_time": 0.02017824398353696, "eta_seconds": 248733.40875532012, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.3907407407407407, "fast_rcnn/fg_cls_accuracy": 0.5668682089029091, "iteration": 19659, "loss_box_reg": 0.25762820057570934, "loss_cls": 0.22372771799564362, "loss_mask": 0.2687076050788164, "loss_rpn_cls": 0.05531041696667671, "loss_rpn_loc": 0.08487092913128436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826666666666667, "mask_rcnn/false_negative": 0.09631289119085584, "mask_rcnn/false_positive": 0.13043354761471168, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0029075627680868, "total_loss": 0.911917119519785}
{"data_time": 0.019496888387948275, "eta_seconds": 248839.91050500423, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.35481072555205045, "fast_rcnn/fg_cls_accuracy": 0.6363816441069661, "iteration": 19679, "loss_box_reg": 0.23533658124506474, "loss_cls": 0.2011134708300233, "loss_mask": 0.27399868331849575, "loss_rpn_cls": 0.047803375928197056, "loss_rpn_loc": 0.08388830511830747, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881169401850053, "mask_rcnn/false_negative": 0.10438581077245968, "mask_rcnn/false_positive": 0.1204932819146537, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0355239531490952, "total_loss": 0.8487830166704953}
{"data_time": 0.025496855843812227, "eta_seconds": 248780.75997582637, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3926687031380172, "fast_rcnn/fg_cls_accuracy": 0.5923328523328524, "iteration": 19699, "loss_box_reg": 0.23416123818606138, "loss_cls": 0.20902630127966404, "loss_mask": 0.2766199018806219, "loss_rpn_cls": 0.047182609559968114, "loss_rpn_loc": 0.0722675243159756, "lr": 0.0001, "mask_rcnn/accuracy": 0.885625441301554, "mask_rcnn/false_negative": 0.0907687839574288, "mask_rcnn/false_positive": 0.1422623891229141, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9862818855326623, "total_loss": 0.853039602516219}
{"data_time": 0.024414818035438657, "eta_seconds": 248673.79381353967, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4201965506201367, "fast_rcnn/fg_cls_accuracy": 0.5368121114437026, "iteration": 19719, "loss_box_reg": 0.24180456064641476, "loss_cls": 0.2079543238505721, "loss_mask": 0.26936281472444534, "loss_rpn_cls": 0.04343903250992298, "loss_rpn_loc": 0.07013688329607248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798315871905991, "mask_rcnn/false_negative": 0.10625480276019944, "mask_rcnn/false_positive": 0.14353431090761348, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9816673600580543, "total_loss": 0.8279542713426054}
{"data_time": 0.022639998933300376, "eta_seconds": 248638.11540290248, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.285984268735776, "fast_rcnn/fg_cls_accuracy": 0.662352616064849, "iteration": 19739, "loss_box_reg": 0.24307669699192047, "loss_cls": 0.2022702805697918, "loss_mask": 0.26376561261713505, "loss_rpn_cls": 0.0416826531291008, "loss_rpn_loc": 0.08326797839254141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929840111609588, "mask_rcnn/false_negative": 0.09264174994401217, "mask_rcnn/false_positive": 0.13277622902413272, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9677534815855324, "total_loss": 0.8476945364382118}
{"data_time": 0.02044464461505413, "eta_seconds": 248820.14345094562, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3623391217691835, "fast_rcnn/fg_cls_accuracy": 0.6112570150386452, "iteration": 19759, "loss_box_reg": 0.25404354743659496, "loss_cls": 0.21716057136654854, "loss_mask": 0.2780704963952303, "loss_rpn_cls": 0.053140383679419756, "loss_rpn_loc": 0.08351046836469322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8750466140715286, "mask_rcnn/false_negative": 0.10672325387113579, "mask_rcnn/false_positive": 0.13997045361231208, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0206296159885824, "total_loss": 0.8713903643656522}
{"data_time": 0.021618273574858904, "eta_seconds": 248954.6942400327, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3594195250659631, "fast_rcnn/fg_cls_accuracy": 0.6074705882352941, "iteration": 19779, "loss_box_reg": 0.25061078649014235, "loss_cls": 0.22516909427940845, "loss_mask": 0.2844368927180767, "loss_rpn_cls": 0.05087189795449376, "loss_rpn_loc": 0.09771356312558055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8750968601330958, "mask_rcnn/false_negative": 0.10209398624535052, "mask_rcnn/false_positive": 0.13194979586075234, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9934221599251032, "total_loss": 0.931749239214696}
{"data_time": 0.017786966869607568, "eta_seconds": 248913.76466746442, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3322406697885625, "fast_rcnn/fg_cls_accuracy": 0.6338724443088191, "iteration": 19799, "loss_box_reg": 0.23412593454122543, "loss_cls": 0.20751375565305352, "loss_mask": 0.2616872526705265, "loss_rpn_cls": 0.042659179074689746, "loss_rpn_loc": 0.09421947598457336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823369618523949, "mask_rcnn/false_negative": 0.08717894821372096, "mask_rcnn/false_positive": 0.14766067671658106, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9779992233961821, "total_loss": 0.8231708826497197}
{"data_time": 0.013836049940437078, "eta_seconds": 248866.897117435, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38745301929341014, "fast_rcnn/fg_cls_accuracy": 0.56622033120594, "iteration": 19819, "loss_box_reg": 0.23788015823811293, "loss_cls": 0.21781924553215504, "loss_mask": 0.2645660452544689, "loss_rpn_cls": 0.041194048477336764, "loss_rpn_loc": 0.07175018265843391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885549316392289, "mask_rcnn/false_negative": 0.10065116478501468, "mask_rcnn/false_positive": 0.12540520132847965, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9863256614189595, "total_loss": 0.8505725730210543}
{"data_time": 0.016907169949263334, "eta_seconds": 248894.99764641747, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.38351328903654486, "fast_rcnn/fg_cls_accuracy": 0.5936930783242258, "iteration": 19839, "loss_box_reg": 0.2663631387986243, "loss_cls": 0.23038209974765778, "loss_mask": 0.26974327489733696, "loss_rpn_cls": 0.049319400219246745, "loss_rpn_loc": 0.0705313659273088, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777982181837081, "mask_rcnn/false_negative": 0.1011686671689514, "mask_rcnn/false_positive": 0.1341948874299741, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0198999885469675, "total_loss": 0.9020203762920573}
{"data_time": 0.015224734088405967, "eta_seconds": 249120.08025033865, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.37724458204334366, "fast_rcnn/fg_cls_accuracy": 0.6057275541795666, "iteration": 19859, "loss_box_reg": 0.2600772986188531, "loss_cls": 0.21766809560358524, "loss_mask": 0.26903577521443367, "loss_rpn_cls": 0.04439511941745877, "loss_rpn_loc": 0.08756888890638947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914940028285856, "mask_rcnn/false_negative": 0.08911902045128657, "mask_rcnn/false_positive": 0.12969569703482942, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0076478037517518, "total_loss": 0.9044615963357501}
{"data_time": 0.018702967325225472, "eta_seconds": 249393.556364635, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3737611364289527, "fast_rcnn/fg_cls_accuracy": 0.5832645231773778, "iteration": 19879, "loss_box_reg": 0.2626514360308647, "loss_cls": 0.21953673847019672, "loss_mask": 0.2741904892027378, "loss_rpn_cls": 0.05448987614363432, "loss_rpn_loc": 0.09759289934299886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847131713442153, "mask_rcnn/false_negative": 0.08503118464469846, "mask_rcnn/false_positive": 0.13945329815069002, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0145915679167956, "total_loss": 0.9060082980431616}
{"data_time": 0.014081563567742705, "eta_seconds": 249535.64927449916, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.406116452991453, "fast_rcnn/fg_cls_accuracy": 0.5587606837606838, "iteration": 19899, "loss_box_reg": 0.24223674461245537, "loss_cls": 0.2224109284579754, "loss_mask": 0.2620485760271549, "loss_rpn_cls": 0.055046369321644306, "loss_rpn_loc": 0.09547069552354515, "lr": 0.0001, "mask_rcnn/accuracy": 0.881462121058741, "mask_rcnn/false_negative": 0.10119842396640538, "mask_rcnn/false_positive": 0.12995443098035023, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9965915714856237, "total_loss": 0.9014420225284994}
{"data_time": 0.013741560513153672, "eta_seconds": 249353.67253985256, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.4138057585159977, "fast_rcnn/fg_cls_accuracy": 0.543465091625019, "iteration": 19919, "loss_box_reg": 0.27510724775493145, "loss_cls": 0.22561013512313366, "loss_mask": 0.2696182820945978, "loss_rpn_cls": 0.045025919447652996, "loss_rpn_loc": 0.08017142314929515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898129931293197, "mask_rcnn/false_negative": 0.08539193069008073, "mask_rcnn/false_positive": 0.12160882602895552, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0058323596604168, "total_loss": 0.9134697784902528}
{"data_time": 0.01751087070442736, "eta_seconds": 249374.8049981892, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4763753327417924, "fast_rcnn/fg_cls_accuracy": 0.5084776934029426, "iteration": 19939, "loss_box_reg": 0.2652696892619133, "loss_cls": 0.21310282871127129, "loss_mask": 0.27340633049607277, "loss_rpn_cls": 0.05149996979162097, "loss_rpn_loc": 0.07844954385655001, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786296933196527, "mask_rcnn/false_negative": 0.10586034806395037, "mask_rcnn/false_positive": 0.14522399846523398, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.004965630825609, "total_loss": 0.8927514695096761}
{"data_time": 0.0225280427839607, "eta_seconds": 249354.85980063677, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.41750700280112046, "fast_rcnn/fg_cls_accuracy": 0.5437840887718638, "iteration": 19959, "loss_box_reg": 0.2601712979376316, "loss_cls": 0.22496825456619263, "loss_mask": 0.2727561928331852, "loss_rpn_cls": 0.04517812200356275, "loss_rpn_loc": 0.07787559763528407, "lr": 0.0001, "mask_rcnn/accuracy": 0.880782625086276, "mask_rcnn/false_negative": 0.09965265528791234, "mask_rcnn/false_positive": 0.14635173969608864, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9995922844391316, "total_loss": 0.890412162989378}
{"data_time": 0.01813976000994444, "eta_seconds": 249293.8468026789, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3591503042035398, "fast_rcnn/fg_cls_accuracy": 0.6033394031954887, "iteration": 19979, "loss_box_reg": 0.2598246242851019, "loss_cls": 0.21343063283711672, "loss_mask": 0.27610117197036743, "loss_rpn_cls": 0.044488687766715884, "loss_rpn_loc": 0.07025060709565878, "lr": 0.0001, "mask_rcnn/accuracy": 0.873132454518901, "mask_rcnn/false_negative": 0.10705346848814729, "mask_rcnn/false_positive": 0.14575034639532325, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9859708929434419, "total_loss": 0.8455091884825379}
{"bbox/AP": 33.669028916656316, "bbox/AP-airplane": 54.4536859945807, "bbox/AP-apple": 15.018801540010815, "bbox/AP-backpack": 12.914713992355187, "bbox/AP-banana": 21.645639243085576, "bbox/AP-baseball bat": 23.372014042863903, "bbox/AP-baseball glove": 34.15783849431123, "bbox/AP-bear": 64.69897253538176, "bbox/AP-bed": 37.18547260270416, "bbox/AP-bench": 18.44214848383967, "bbox/AP-bicycle": 21.909181172169067, "bbox/AP-bird": 31.409569902475386, "bbox/AP-boat": 22.76223599766801, "bbox/AP-book": 9.369071929888424, "bbox/AP-bottle": 35.04311100175352, "bbox/AP-bowl": 34.21232822423039, "bbox/AP-broccoli": 20.688052542466778, "bbox/AP-bus": 56.46694823952184, "bbox/AP-cake": 31.20730525843586, "bbox/AP-car": 39.103270776751934, "bbox/AP-carrot": 17.769546428734706, "bbox/AP-cat": 56.21310938362184, "bbox/AP-cell phone": 27.584741182285942, "bbox/AP-chair": 20.289505320518963, "bbox/AP-clock": 46.7284986799604, "bbox/AP-couch": 27.158380071267647, "bbox/AP-cow": 50.81998395677576, "bbox/AP-cup": 35.45703920028943, "bbox/AP-dining table": 18.636485174262912, "bbox/AP-dog": 51.203471369483466, "bbox/AP-donut": 38.77508822317136, "bbox/AP-elephant": 58.2868219348679, "bbox/AP-fire hydrant": 59.14601779938149, "bbox/AP-fork": 18.725813726709017, "bbox/AP-frisbee": 59.775800144241956, "bbox/AP-giraffe": 60.969496614980415, "bbox/AP-hair drier": 1.4959174488877458, "bbox/AP-handbag": 9.114499991217926, "bbox/AP-horse": 49.765595860701545, "bbox/AP-hot dog": 26.235947370634516, "bbox/AP-keyboard": 42.43741886604207, "bbox/AP-kite": 37.53947820899653, "bbox/AP-knife": 9.115354105005483, "bbox/AP-laptop": 46.60958402879115, "bbox/AP-microwave": 44.9234586010068, "bbox/AP-motorcycle": 33.18383296877104, "bbox/AP-mouse": 55.42856059575843, "bbox/AP-orange": 26.2594838248803, "bbox/AP-oven": 23.998618124603542, "bbox/AP-parking meter": 37.19667516308833, "bbox/AP-person": 50.30040384153026, "bbox/AP-pizza": 45.07914603641401, "bbox/AP-potted plant": 17.678179717585284, "bbox/AP-refrigerator": 40.057662393384796, "bbox/AP-remote": 21.326466649269047, "bbox/AP-sandwich": 21.588942878423296, "bbox/AP-scissors": 13.04560697650445, "bbox/AP-sheep": 46.00463210308963, "bbox/AP-sink": 29.29941032495284, "bbox/AP-skateboard": 39.259916372162316, "bbox/AP-skis": 12.49295171254411, "bbox/AP-snowboard": 25.27409668975693, "bbox/AP-spoon": 8.009391225230814, "bbox/AP-sports ball": 44.96142728019748, "bbox/AP-stop sign": 59.394409589354716, "bbox/AP-suitcase": 29.97811775567073, "bbox/AP-surfboard": 30.675503173898, "bbox/AP-teddy bear": 38.14287924392939, "bbox/AP-tennis racket": 38.96751780625124, "bbox/AP-tie": 23.81286153557457, "bbox/AP-toaster": 21.93378712871287, "bbox/AP-toilet": 51.595962351908064, "bbox/AP-toothbrush": 12.176611403014293, "bbox/AP-traffic light": 24.57551632613226, "bbox/AP-train": 53.03601692065546, "bbox/AP-truck": 22.89316671107222, "bbox/AP-tv": 47.05558424885737, "bbox/AP-umbrella": 30.546792544883544, "bbox/AP-vase": 31.646745235672974, "bbox/AP-wine glass": 28.020237803408282, "bbox/AP-zebra": 59.78778300903167, "bbox/AP50": 56.90540070392361, "bbox/AP75": 35.7620035382825, "bbox/APl": 42.06765814060122, "bbox/APm": 36.658590501761715, "bbox/APs": 21.181963348085432, "data_time": 0.019210238242521882, "eta_seconds": 249100.0274894759, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35260102800425386, "fast_rcnn/fg_cls_accuracy": 0.6212921065862242, "iteration": 19999, "loss_box_reg": 0.23681757971644402, "loss_cls": 0.21018124371767044, "loss_mask": 0.28412156365811825, "loss_rpn_cls": 0.04144915542565286, "loss_rpn_loc": 0.07297408033628017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826576683304901, "mask_rcnn/false_negative": 0.1108760658810866, "mask_rcnn/false_positive": 0.1221659479158986, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "segm/AP": 32.270357571000325, "segm/AP-airplane": 45.76973561234649, "segm/AP-apple": 15.288781768298437, "segm/AP-backpack": 12.068357151219507, "segm/AP-banana": 17.2283880524146, "segm/AP-baseball bat": 18.93737541748069, "segm/AP-baseball glove": 39.38471548352382, "segm/AP-bear": 69.42607348458037, "segm/AP-bed": 27.572569623205023, "segm/AP-bench": 14.10857289718017, "segm/AP-bicycle": 12.965656013013852, "segm/AP-bird": 28.914694087387264, "segm/AP-boat": 19.107585284620136, "segm/AP-book": 6.412774594837176, "segm/AP-bottle": 34.9202234975598, "segm/AP-bowl": 33.387149176525085, "segm/AP-broccoli": 21.212537820803863, "segm/AP-bus": 58.66250942020547, "segm/AP-cake": 31.575907672132146, "segm/AP-car": 37.3580544184416, "segm/AP-carrot": 16.30180869891012, "segm/AP-cat": 64.41870982307701, "segm/AP-cell phone": 29.194637549339024, "segm/AP-chair": 12.48412798730823, "segm/AP-clock": 49.225349394221425, "segm/AP-couch": 24.18081866165212, "segm/AP-cow": 44.697750308400344, "segm/AP-cup": 37.56185598030377, "segm/AP-dining table": 10.711608537988562, "segm/AP-dog": 55.300384432104885, "segm/AP-donut": 42.16831391607624, "segm/AP-elephant": 55.38713346724119, "segm/AP-fire hydrant": 62.82815890555145, "segm/AP-fork": 7.79581487481025, "segm/AP-frisbee": 60.7844701012896, "segm/AP-giraffe": 47.56828209287319, "segm/AP-hair drier": 0.3913962824853913, "segm/AP-handbag": 10.267093364598045, "segm/AP-horse": 36.53104043861114, "segm/AP-hot dog": 22.686285213560414, "segm/AP-keyboard": 45.557779943424876, "segm/AP-kite": 27.555056606490364, "segm/AP-knife": 5.83567736669243, "segm/AP-laptop": 49.62440435815785, "segm/AP-microwave": 51.49428342804576, "segm/AP-motorcycle": 24.29440053577416, "segm/AP-mouse": 56.06828016134124, "segm/AP-orange": 28.247530278995963, "segm/AP-oven": 22.1206364056727, "segm/AP-parking meter": 42.02137507158073, "segm/AP-person": 44.10416966065899, "segm/AP-pizza": 47.23590126020431, "segm/AP-potted plant": 16.667106765325123, "segm/AP-refrigerator": 42.644087556374686, "segm/AP-remote": 24.686862429113678, "segm/AP-sandwich": 25.607836617242707, "segm/AP-scissors": 11.501386642091033, "segm/AP-sheep": 42.690461954724654, "segm/AP-sink": 28.39982123793625, "segm/AP-skateboard": 19.115376264321178, "segm/AP-skis": 0.6058025147610732, "segm/AP-snowboard": 16.744477801038926, "segm/AP-spoon": 4.603200944244349, "segm/AP-sports ball": 45.169292566802895, "segm/AP-stop sign": 63.896811788053384, "segm/AP-suitcase": 31.244034976602407, "segm/AP-surfboard": 28.206015955697467, "segm/AP-teddy bear": 39.93076736125574, "segm/AP-tennis racket": 49.70625508728762, "segm/AP-tie": 22.699284500371448, "segm/AP-toaster": 24.251237623762375, "segm/AP-toilet": 53.46513037229713, "segm/AP-toothbrush": 7.536543770780687, "segm/AP-traffic light": 24.974330165183037, "segm/AP-train": 55.321180692172156, "segm/AP-truck": 23.23365114602724, "segm/AP-tv": 51.59821376104418, "segm/AP-umbrella": 40.020041603473736, "segm/AP-vase": 31.23042791318069, "segm/AP-wine glass": 24.92900818941452, "segm/AP-zebra": 52.00376089622806, "segm/AP50": 53.45212458956817, "segm/AP75": 34.01716447970086, "segm/APl": 45.161612223513295, "segm/APm": 35.176382997517685, "segm/APs": 16.39629213749074, "time": 0.9862681606318802, "total_loss": 0.8544378600781783}
{"data_time": 0.01578850205987692, "eta_seconds": 249080.09948727675, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.39010717444461784, "fast_rcnn/fg_cls_accuracy": 0.5814042771015812, "iteration": 20019, "loss_box_reg": 0.27257795818150043, "loss_cls": 0.24032456800341606, "loss_mask": 0.28173400089144707, "loss_rpn_cls": 0.0536217181943357, "loss_rpn_loc": 0.10652292100712657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747726781390522, "mask_rcnn/false_negative": 0.10272240495188818, "mask_rcnn/false_positive": 0.13276026705611596, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.999591727508232, "total_loss": 1.0009993724524975}
{"data_time": 0.015000478131696582, "eta_seconds": 248940.81418155693, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3795568316772147, "fast_rcnn/fg_cls_accuracy": 0.547019827363886, "iteration": 20039, "loss_box_reg": 0.24166899733245373, "loss_cls": 0.21148891560733318, "loss_mask": 0.2745296321809292, "loss_rpn_cls": 0.04249384789727628, "loss_rpn_loc": 0.08682151639368385, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791442287733401, "mask_rcnn/false_negative": 0.10805814666474714, "mask_rcnn/false_positive": 0.13145998956814742, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9841530565172434, "total_loss": 0.8713935173582286}
{"data_time": 0.014295940985903144, "eta_seconds": 249178.92382059246, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.4224928819993673, "fast_rcnn/fg_cls_accuracy": 0.5629555927943024, "iteration": 20059, "loss_box_reg": 0.2525458224117756, "loss_cls": 0.24006572924554348, "loss_mask": 0.281658336520195, "loss_rpn_cls": 0.04751252545975149, "loss_rpn_loc": 0.07573446747846901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823013372185686, "mask_rcnn/false_negative": 0.08808843793879309, "mask_rcnn/false_positive": 0.13812548917792852, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0085310575086623, "total_loss": 0.916717239189893}
{"data_time": 0.015857667895033956, "eta_seconds": 249020.31548067927, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3091025641025641, "fast_rcnn/fg_cls_accuracy": 0.6705470012985981, "iteration": 20079, "loss_box_reg": 0.2649827394634485, "loss_cls": 0.2318563349545002, "loss_mask": 0.2648077942430973, "loss_rpn_cls": 0.046003042720258236, "loss_rpn_loc": 0.08443981828168035, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845978301823938, "mask_rcnn/false_negative": 0.09828642901498245, "mask_rcnn/false_positive": 0.13282125350494084, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9992308595683426, "total_loss": 0.9096150880213827}
{"data_time": 0.01488569169305265, "eta_seconds": 249068.87857883703, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.39283664179204103, "fast_rcnn/fg_cls_accuracy": 0.573157514450867, "iteration": 20099, "loss_box_reg": 0.24910078570246696, "loss_cls": 0.22288602963089943, "loss_mask": 0.28398197516798973, "loss_rpn_cls": 0.057343462482094765, "loss_rpn_loc": 0.09020885964855552, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850138128944629, "mask_rcnn/false_negative": 0.10206096920475602, "mask_rcnn/false_positive": 0.1268266797678428, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.000362021382898, "total_loss": 0.908724884968251}
{"data_time": 0.013730647042393684, "eta_seconds": 249048.94509515725, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.40921658986175113, "fast_rcnn/fg_cls_accuracy": 0.514291725526735, "iteration": 20119, "loss_box_reg": 0.2595846727490425, "loss_cls": 0.243100943043828, "loss_mask": 0.2783761713653803, "loss_rpn_cls": 0.04343241499736905, "loss_rpn_loc": 0.08767124719452113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846998859458095, "mask_rcnn/false_negative": 0.09419283051774784, "mask_rcnn/false_positive": 0.13915965417597967, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.9887187052518129, "total_loss": 0.9073753226548433}
{"data_time": 0.012623821618035436, "eta_seconds": 248957.37472055014, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.34872851678250094, "fast_rcnn/fg_cls_accuracy": 0.6229183187946075, "iteration": 20139, "loss_box_reg": 0.24437480978667736, "loss_cls": 0.22857963759452105, "loss_mask": 0.26623841375112534, "loss_rpn_cls": 0.04816595511510968, "loss_rpn_loc": 0.07452591462060809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989354953828921, "mask_rcnn/false_negative": 0.08805578574422435, "mask_rcnn/false_positive": 0.12749019839798972, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.986297479365021, "total_loss": 0.8991976124234498}
{"data_time": 0.012651068158447742, "eta_seconds": 248937.44697103277, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.37492745497290014, "fast_rcnn/fg_cls_accuracy": 0.5977169219267959, "iteration": 20159, "loss_box_reg": 0.2316666217520833, "loss_cls": 0.20728382421657443, "loss_mask": 0.2608067113906145, "loss_rpn_cls": 0.04386658815201372, "loss_rpn_loc": 0.09072226041462272, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922930858734026, "mask_rcnn/false_negative": 0.0928435617551682, "mask_rcnn/false_positive": 0.1329638086263102, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.0033049415796995, "total_loss": 0.824953425093554}
{"data_time": 0.018963491078466177, "eta_seconds": 248850.71661219, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3432195145678292, "fast_rcnn/fg_cls_accuracy": 0.6193348515623398, "iteration": 20179, "loss_box_reg": 0.2434527836740017, "loss_cls": 0.21016634069383144, "loss_mask": 0.26154947467148304, "loss_rpn_cls": 0.04037190321832895, "loss_rpn_loc": 0.07426597736775875, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002245671417219, "mask_rcnn/false_negative": 0.08872878969111189, "mask_rcnn/false_positive": 0.11844854796860455, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9979648115113378, "total_loss": 0.8483591920230538}
{"data_time": 0.01972313062287867, "eta_seconds": 248712.4713958241, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3353202511235377, "fast_rcnn/fg_cls_accuracy": 0.6188987897326772, "iteration": 20199, "loss_box_reg": 0.23586944863200188, "loss_cls": 0.21095318160951138, "loss_mask": 0.25981147959828377, "loss_rpn_cls": 0.0538711529225111, "loss_rpn_loc": 0.08415538200642914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959037093558349, "mask_rcnn/false_negative": 0.09978891570004107, "mask_rcnn/false_positive": 0.1311684916453228, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9803088782355189, "total_loss": 0.8389013767009601}
{"data_time": 0.016666182782500982, "eta_seconds": 248692.55846777, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3968534341110746, "fast_rcnn/fg_cls_accuracy": 0.5657363504060842, "iteration": 20219, "loss_box_reg": 0.2389100268483162, "loss_cls": 0.22445247881114483, "loss_mask": 0.26261599361896515, "loss_rpn_cls": 0.04079757601721212, "loss_rpn_loc": 0.0574869723059237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826963582385691, "mask_rcnn/false_negative": 0.10160065909855717, "mask_rcnn/false_positive": 0.13978281012464586, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0110295889899135, "total_loss": 0.8358934870921075}
{"data_time": 0.021176962181925774, "eta_seconds": 248790.94940781593, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.4303213317847464, "fast_rcnn/fg_cls_accuracy": 0.5376543209876543, "iteration": 20239, "loss_box_reg": 0.2511097453534603, "loss_cls": 0.22995297610759735, "loss_mask": 0.28378965333104134, "loss_rpn_cls": 0.04632984334602952, "loss_rpn_loc": 0.07506258180364966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837747282242316, "mask_rcnn/false_negative": 0.09230492248732647, "mask_rcnn/false_positive": 0.13856958508029404, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.998889098642394, "total_loss": 0.9331608347129077}
{"data_time": 0.01778263389132917, "eta_seconds": 248946.64807006717, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.3976047904191617, "fast_rcnn/fg_cls_accuracy": 0.562888198757764, "iteration": 20259, "loss_box_reg": 0.23786926828324795, "loss_cls": 0.215750552713871, "loss_mask": 0.2706807032227516, "loss_rpn_cls": 0.039957931730896235, "loss_rpn_loc": 0.08105022483505309, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802864709872045, "mask_rcnn/false_negative": 0.10092610680547508, "mask_rcnn/false_positive": 0.1376170555697378, "roi_head/num_bg_samples": 462.625, "roi_head/num_fg_samples": 49.375, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0069469648879021, "total_loss": 0.8675739028258249}
{"data_time": 0.02198613085784018, "eta_seconds": 249067.39672550932, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3852596854004908, "fast_rcnn/fg_cls_accuracy": 0.5753598014888337, "iteration": 20279, "loss_box_reg": 0.24793564155697823, "loss_cls": 0.22342306189239025, "loss_mask": 0.2644551759585738, "loss_rpn_cls": 0.04395945754367858, "loss_rpn_loc": 0.0993042173795402, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902126583391978, "mask_rcnn/false_negative": 0.09658329076176046, "mask_rcnn/false_positive": 0.12385826942498179, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0158259335439652, "total_loss": 0.8709020746173337}
{"data_time": 0.02537151542492211, "eta_seconds": 249219.4952883292, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3374528301886792, "fast_rcnn/fg_cls_accuracy": 0.6087974683544304, "iteration": 20299, "loss_box_reg": 0.26258487440645695, "loss_cls": 0.20964697375893593, "loss_mask": 0.26675231754779816, "loss_rpn_cls": 0.04709655814804137, "loss_rpn_loc": 0.07514294143766165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845557953263034, "mask_rcnn/false_negative": 0.09989599532093466, "mask_rcnn/false_positive": 0.13279695253098095, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9979538153856993, "total_loss": 0.8804625831544399}
{"data_time": 0.016405996400862932, "eta_seconds": 249090.20309887826, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.36908996666395644, "fast_rcnn/fg_cls_accuracy": 0.5943879472693032, "iteration": 20319, "loss_box_reg": 0.25514164939522743, "loss_cls": 0.22866328060626984, "loss_mask": 0.26189940981566906, "loss_rpn_cls": 0.048639352433383465, "loss_rpn_loc": 0.0686578641179949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932371761284745, "mask_rcnn/false_negative": 0.09915490677908398, "mask_rcnn/false_positive": 0.1286264485692455, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0110818911343813, "total_loss": 0.8759771271143109}
{"data_time": 0.016902985982596874, "eta_seconds": 248758.0972253764, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.35670194003527333, "fast_rcnn/fg_cls_accuracy": 0.6355053718774193, "iteration": 20339, "loss_box_reg": 0.23238492850214243, "loss_cls": 0.19525456987321377, "loss_mask": 0.26741015166044235, "loss_rpn_cls": 0.044292936217971146, "loss_rpn_loc": 0.07963602337986231, "lr": 0.0001, "mask_rcnn/accuracy": 0.88375092293187, "mask_rcnn/false_negative": 0.091619995064945, "mask_rcnn/false_positive": 0.13154570362412538, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9603823351208121, "total_loss": 0.8033931020181626}
{"data_time": 0.017227684147655964, "eta_seconds": 248643.59448714182, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.41276683087027916, "fast_rcnn/fg_cls_accuracy": 0.5577193166334766, "iteration": 20359, "loss_box_reg": 0.25228193774819374, "loss_cls": 0.20972931291908026, "loss_mask": 0.2751821707934141, "loss_rpn_cls": 0.048465779051184654, "loss_rpn_loc": 0.08604206563904881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770161305052822, "mask_rcnn/false_negative": 0.11093912316965568, "mask_rcnn/false_positive": 0.13909799213860452, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9885850877035409, "total_loss": 0.8768218508921564}
{"data_time": 0.017493176506832242, "eta_seconds": 248623.6743145343, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.391512182938336, "fast_rcnn/fg_cls_accuracy": 0.5443117841195885, "iteration": 20379, "loss_box_reg": 0.231369411572814, "loss_cls": 0.21068197675049305, "loss_mask": 0.26018682308495045, "loss_rpn_cls": 0.047632670612074435, "loss_rpn_loc": 0.0749392316211015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799355815248993, "mask_rcnn/false_negative": 0.09451492116736164, "mask_rcnn/false_positive": 0.1335896203644897, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9801174199674278, "total_loss": 0.8451951935421675}
{"data_time": 0.018897839356213808, "eta_seconds": 248513.342115283, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.38451146169266975, "fast_rcnn/fg_cls_accuracy": 0.5773237023480393, "iteration": 20399, "loss_box_reg": 0.25311487540602684, "loss_cls": 0.21933075785636902, "loss_mask": 0.26882691495120525, "loss_rpn_cls": 0.05345422914251685, "loss_rpn_loc": 0.0972087187692523, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807027459884506, "mask_rcnn/false_negative": 0.08816652391810831, "mask_rcnn/false_positive": 0.1513484807947974, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.987003966467455, "total_loss": 0.8844829285517335}
{"data_time": 0.014171650633215904, "eta_seconds": 248611.6477946937, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3860760949576739, "fast_rcnn/fg_cls_accuracy": 0.5931588902900378, "iteration": 20419, "loss_box_reg": 0.238980395719409, "loss_cls": 0.21762046962976456, "loss_mask": 0.26250382885336876, "loss_rpn_cls": 0.04636315884999931, "loss_rpn_loc": 0.0752909667789936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954592130970035, "mask_rcnn/false_negative": 0.09570957053640664, "mask_rcnn/false_positive": 0.12246341981338783, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9969535123091191, "total_loss": 0.8340916272718459}
{"data_time": 0.0156762704718858, "eta_seconds": 248281.33105114102, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3621297280874981, "fast_rcnn/fg_cls_accuracy": 0.6207520453115167, "iteration": 20439, "loss_box_reg": 0.2564174011349678, "loss_cls": 0.21662700176239014, "loss_mask": 0.28280395828187466, "loss_rpn_cls": 0.045316265197470784, "loss_rpn_loc": 0.07188106037210673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8671623876624612, "mask_rcnn/false_negative": 0.11820313800011262, "mask_rcnn/false_positive": 0.14082571505146452, "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": 0.9642285772133619, "total_loss": 0.8822549987817183}
{"data_time": 0.017867436399683356, "eta_seconds": 248492.60391223244, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4172580530470028, "fast_rcnn/fg_cls_accuracy": 0.5464704786738686, "iteration": 20459, "loss_box_reg": 0.2513725273311138, "loss_cls": 0.22811314277350903, "loss_mask": 0.2824017535895109, "loss_rpn_cls": 0.04918129346333444, "loss_rpn_loc": 0.07380276219919324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8743357301711894, "mask_rcnn/false_negative": 0.10816677778324452, "mask_rcnn/false_positive": 0.13415663306573858, "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": 1.004565032897517, "total_loss": 0.9009909299202263}
{"data_time": 0.017064522486180067, "eta_seconds": 248408.4921769239, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4103847868073095, "fast_rcnn/fg_cls_accuracy": 0.5666468578220175, "iteration": 20479, "loss_box_reg": 0.24261745996773243, "loss_cls": 0.20705809071660042, "loss_mask": 0.2773883696645498, "loss_rpn_cls": 0.04134069220162928, "loss_rpn_loc": 0.06767050083726645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939926431476797, "mask_rcnn/false_negative": 0.08596634150845096, "mask_rcnn/false_positive": 0.13531727125513787, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 234.125, "rpn/num_pos_anchors": 21.875, "time": 0.9548649983480573, "total_loss": 0.8291644635610282}
{"data_time": 0.015019677579402924, "eta_seconds": 248352.36335208174, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3579576766229472, "fast_rcnn/fg_cls_accuracy": 0.5879564359227407, "iteration": 20499, "loss_box_reg": 0.23966288194060326, "loss_cls": 0.20982286520302296, "loss_mask": 0.2708821836858988, "loss_rpn_cls": 0.04917595814913511, "loss_rpn_loc": 0.08181175566278398, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804164858300212, "mask_rcnn/false_negative": 0.11298777509813099, "mask_rcnn/false_positive": 0.13806774298990593, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 206.625, "rpn/num_pos_anchors": 49.375, "time": 0.9696809505112469, "total_loss": 0.8482488347217441}
{"data_time": 0.01472648698836565, "eta_seconds": 248168.5383619275, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.38117347394762713, "fast_rcnn/fg_cls_accuracy": 0.5325210378681626, "iteration": 20519, "loss_box_reg": 0.24015457928180695, "loss_cls": 0.222714738920331, "loss_mask": 0.2719899360090494, "loss_rpn_cls": 0.049359813798218966, "loss_rpn_loc": 0.09078122675418854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833045469350194, "mask_rcnn/false_negative": 0.10271793467774748, "mask_rcnn/false_positive": 0.13704644466115984, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.977793731726706, "total_loss": 0.8645744330715388}
{"data_time": 0.02181186992675066, "eta_seconds": 248044.56915470306, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37841587227776485, "fast_rcnn/fg_cls_accuracy": 0.5881314621723829, "iteration": 20539, "loss_box_reg": 0.2323436588048935, "loss_cls": 0.22277296520769596, "loss_mask": 0.27298277989029884, "loss_rpn_cls": 0.045945127960294485, "loss_rpn_loc": 0.08642708603292704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865966016931635, "mask_rcnn/false_negative": 0.09766511088580193, "mask_rcnn/false_positive": 0.12045278305359965, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0072522971313447, "total_loss": 0.8538467159960419}
{"data_time": 0.021179485134780407, "eta_seconds": 247823.99533022195, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3660092698579498, "fast_rcnn/fg_cls_accuracy": 0.6001670075622525, "iteration": 20559, "loss_box_reg": 0.2650274857878685, "loss_cls": 0.23187648691236973, "loss_mask": 0.2734495270997286, "loss_rpn_cls": 0.05288740713149309, "loss_rpn_loc": 0.08094523404724896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8709635598496486, "mask_rcnn/false_negative": 0.11190642471619142, "mask_rcnn/false_positive": 0.1426846184210152, "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": 0.9658455774188042, "total_loss": 0.904351188801229}
{"data_time": 0.015776393935084343, "eta_seconds": 247752.3071673559, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3807627969220475, "fast_rcnn/fg_cls_accuracy": 0.5939773213521609, "iteration": 20579, "loss_box_reg": 0.23977087624371052, "loss_cls": 0.2206476554274559, "loss_mask": 0.27325483970344067, "loss_rpn_cls": 0.04571322142146528, "loss_rpn_loc": 0.07085946435108781, "lr": 0.0001, "mask_rcnn/accuracy": 0.883053297028789, "mask_rcnn/false_negative": 0.10579187892534841, "mask_rcnn/false_positive": 0.1224329392412522, "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": 0.987559120869264, "total_loss": 0.8999538576463237}
{"data_time": 0.014412210090085864, "eta_seconds": 247617.08574979566, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.42103863878057424, "fast_rcnn/fg_cls_accuracy": 0.5216700491348003, "iteration": 20599, "loss_box_reg": 0.25091233383864164, "loss_cls": 0.20850936509668827, "loss_mask": 0.2793118227273226, "loss_rpn_cls": 0.043894687900319695, "loss_rpn_loc": 0.0704350033774972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8737785357089545, "mask_rcnn/false_negative": 0.11739517101215999, "mask_rcnn/false_positive": 0.14264960945919752, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9703163621015847, "total_loss": 0.8741456733550876}
{"data_time": 0.025520660914480686, "eta_seconds": 247556.01759794634, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40204081632653066, "fast_rcnn/fg_cls_accuracy": 0.5807658180328987, "iteration": 20619, "loss_box_reg": 0.24919411726295948, "loss_cls": 0.21201978251338005, "loss_mask": 0.2782990802079439, "loss_rpn_cls": 0.04960435931570828, "loss_rpn_loc": 0.0878443974070251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842527809169269, "mask_rcnn/false_negative": 0.0993207394466494, "mask_rcnn/false_positive": 0.13591083936718612, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0036476275417954, "total_loss": 0.8603151303250343}
{"data_time": 0.012345338007435203, "eta_seconds": 247364.15833789855, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3613005846612404, "fast_rcnn/fg_cls_accuracy": 0.6074405594405594, "iteration": 20639, "loss_box_reg": 0.2225556569173932, "loss_cls": 0.19531329534947872, "loss_mask": 0.2641914151608944, "loss_rpn_cls": 0.042347160167992115, "loss_rpn_loc": 0.07664120569825172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896608466499807, "mask_rcnn/false_negative": 0.09702915657074102, "mask_rcnn/false_positive": 0.12270173107564285, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9787611495703459, "total_loss": 0.8231144740711898}
{"data_time": 0.01581322797574103, "eta_seconds": 247294.92543945555, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.34573434932018526, "fast_rcnn/fg_cls_accuracy": 0.637282634199755, "iteration": 20659, "loss_box_reg": 0.2469496913254261, "loss_cls": 0.22497802041471004, "loss_mask": 0.26549951173365116, "loss_rpn_cls": 0.04886899399571121, "loss_rpn_loc": 0.08240976929664612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962856450294485, "mask_rcnn/false_negative": 0.10287406401030666, "mask_rcnn/false_positive": 0.1112471310994118, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.9955690717324615, "total_loss": 0.8486952607054263}
{"data_time": 0.023199592484161258, "eta_seconds": 247206.28371653147, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4228547854785478, "fast_rcnn/fg_cls_accuracy": 0.5547296850028842, "iteration": 20679, "loss_box_reg": 0.2553433058783412, "loss_cls": 0.22513079177588224, "loss_mask": 0.27925039641559124, "loss_rpn_cls": 0.043290006928145885, "loss_rpn_loc": 0.06704173446632922, "lr": 0.0001, "mask_rcnn/accuracy": 0.88071426996629, "mask_rcnn/false_negative": 0.09635094202710323, "mask_rcnn/false_positive": 0.14011067997050547, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9949048734270036, "total_loss": 0.8814272020244971}
{"data_time": 0.014159530634060502, "eta_seconds": 247145.73824093677, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3453396695107463, "fast_rcnn/fg_cls_accuracy": 0.6236470155527533, "iteration": 20699, "loss_box_reg": 0.24374345690011978, "loss_cls": 0.2095363289117813, "loss_mask": 0.2718773204833269, "loss_rpn_cls": 0.03936361544765532, "loss_rpn_loc": 0.07063314656261355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883122086786259, "mask_rcnn/false_negative": 0.08941842317872498, "mask_rcnn/false_positive": 0.12530629236223886, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9572602943517268, "total_loss": 0.8420429372927174}
{"data_time": 0.015433213673532009, "eta_seconds": 247235.41755653918, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3640842677539925, "fast_rcnn/fg_cls_accuracy": 0.606217454043541, "iteration": 20719, "loss_box_reg": 0.24184624291956425, "loss_cls": 0.20777670294046402, "loss_mask": 0.271523529663682, "loss_rpn_cls": 0.04738966841250658, "loss_rpn_loc": 0.08300031675025821, "lr": 0.0001, "mask_rcnn/accuracy": 0.88370014511773, "mask_rcnn/false_negative": 0.11328999133420073, "mask_rcnn/false_positive": 0.11635275273119802, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0019834437407553, "total_loss": 0.8542859596200287}
{"data_time": 0.01562491082586348, "eta_seconds": 247450.1448763488, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.39730691327754386, "fast_rcnn/fg_cls_accuracy": 0.5561240721102864, "iteration": 20739, "loss_box_reg": 0.253286762163043, "loss_cls": 0.2031910214573145, "loss_mask": 0.2557967212051153, "loss_rpn_cls": 0.047561164014041424, "loss_rpn_loc": 0.08278111193794757, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874602142471555, "mask_rcnn/false_negative": 0.09595772240005107, "mask_rcnn/false_positive": 0.1361203121151415, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0326933111064136, "total_loss": 0.886964243138209}
{"data_time": 0.013599991798400879, "eta_seconds": 247245.11880068108, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.380895008605852, "fast_rcnn/fg_cls_accuracy": 0.5784313725490196, "iteration": 20759, "loss_box_reg": 0.2508327718824148, "loss_cls": 0.216368081048131, "loss_mask": 0.27813238091766834, "loss_rpn_cls": 0.044785702135413885, "loss_rpn_loc": 0.07786971610039473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864702798935076, "mask_rcnn/false_negative": 0.09920240536969421, "mask_rcnn/false_positive": 0.11994578612124539, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9940188194159418, "total_loss": 0.888022254453972}
{"data_time": 0.014819459058344364, "eta_seconds": 247175.9096736228, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.4608797000101348, "fast_rcnn/fg_cls_accuracy": 0.5135917030567685, "iteration": 20779, "loss_box_reg": 0.22949043475091457, "loss_cls": 0.21559545770287514, "loss_mask": 0.2685915771871805, "loss_rpn_cls": 0.041709810961037874, "loss_rpn_loc": 0.06767782976385206, "lr": 0.0001, "mask_rcnn/accuracy": 0.882493126829053, "mask_rcnn/false_negative": 0.11125659438826738, "mask_rcnn/false_positive": 0.13971790319968064, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.979041917482391, "total_loss": 0.8322497857734561}
{"data_time": 0.014338407199829817, "eta_seconds": 247345.90022647753, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4208721740062145, "fast_rcnn/fg_cls_accuracy": 0.5525960967137438, "iteration": 20799, "loss_box_reg": 0.26886243000626564, "loss_cls": 0.2426987886428833, "loss_mask": 0.28037650138139725, "loss_rpn_cls": 0.04901093081571162, "loss_rpn_loc": 0.08432688261382282, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759165613744111, "mask_rcnn/false_negative": 0.10269426069310347, "mask_rcnn/false_positive": 0.1558200814125118, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0070238574407995, "total_loss": 0.9357280202675611}
{"data_time": 0.016276890644803643, "eta_seconds": 247375.85181841627, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.4053844032787707, "fast_rcnn/fg_cls_accuracy": 0.5658516131879772, "iteration": 20819, "loss_box_reg": 0.25925893895328045, "loss_cls": 0.2407722631469369, "loss_mask": 0.2855878621339798, "loss_rpn_cls": 0.05202599032782018, "loss_rpn_loc": 0.08739152154885232, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903210033181341, "mask_rcnn/false_negative": 0.09045209561531385, "mask_rcnn/false_positive": 0.12871802702327034, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.997746066423133, "total_loss": 0.9344605510123074}
{"data_time": 0.015343951527029276, "eta_seconds": 247350.87096762843, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3498910675381264, "fast_rcnn/fg_cls_accuracy": 0.5901894260672886, "iteration": 20839, "loss_box_reg": 0.26967337168753147, "loss_cls": 0.21989231370389462, "loss_mask": 0.2637161184102297, "loss_rpn_cls": 0.04656240134499967, "loss_rpn_loc": 0.09464556025341153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836421576019571, "mask_rcnn/false_negative": 0.09633617648135606, "mask_rcnn/false_positive": 0.1485997955585959, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0064653134904802, "total_loss": 0.8892233432270586}
{"data_time": 0.019372970098629594, "eta_seconds": 247072.07364405505, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4236617183985605, "fast_rcnn/fg_cls_accuracy": 0.5617364976022963, "iteration": 20859, "loss_box_reg": 0.23933195136487484, "loss_cls": 0.21297079417854548, "loss_mask": 0.26827026903629303, "loss_rpn_cls": 0.05318912072107196, "loss_rpn_loc": 0.0909848147421144, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795618280091757, "mask_rcnn/false_negative": 0.0998861689680221, "mask_rcnn/false_positive": 0.12370067284346901, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9738576549571007, "total_loss": 0.9006981267593801}
{"data_time": 0.015270696487277746, "eta_seconds": 246941.28319244832, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3256486323411102, "fast_rcnn/fg_cls_accuracy": 0.641805990943922, "iteration": 20879, "loss_box_reg": 0.24418649449944496, "loss_cls": 0.22343603428453207, "loss_mask": 0.2665653917938471, "loss_rpn_cls": 0.04842979600653052, "loss_rpn_loc": 0.08037731098011136, "lr": 0.0001, "mask_rcnn/accuracy": 0.884638664981574, "mask_rcnn/false_negative": 0.1058927659059335, "mask_rcnn/false_positive": 0.13939585153495757, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9740993788000196, "total_loss": 0.8897701577516273}
{"data_time": 0.024728238582611084, "eta_seconds": 246836.29344387446, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4027749392556259, "fast_rcnn/fg_cls_accuracy": 0.5662087912087912, "iteration": 20899, "loss_box_reg": 0.25777993351221085, "loss_cls": 0.21578495111316442, "loss_mask": 0.27039717696607113, "loss_rpn_cls": 0.04943439504131675, "loss_rpn_loc": 0.08484397758729756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908699757292564, "mask_rcnn/false_negative": 0.09460390800936463, "mask_rcnn/false_positive": 0.1211663318205033, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9815614724066108, "total_loss": 0.8560078711016104}
{"data_time": 0.021062975050881505, "eta_seconds": 246789.923006529, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4134007585335019, "fast_rcnn/fg_cls_accuracy": 0.5534134007585335, "iteration": 20919, "loss_box_reg": 0.2582150064408779, "loss_cls": 0.21412839274853468, "loss_mask": 0.2705753706395626, "loss_rpn_cls": 0.04740211390890181, "loss_rpn_loc": 0.09964444884099066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736871421171473, "mask_rcnn/false_negative": 0.11049133985110034, "mask_rcnn/false_positive": 0.14324343480214435, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0079367707949132, "total_loss": 0.9122962120454758}
{"data_time": 0.018327677622437477, "eta_seconds": 246491.91489906516, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.39383247800586507, "fast_rcnn/fg_cls_accuracy": 0.5719066469531486, "iteration": 20939, "loss_box_reg": 0.2514587379992008, "loss_cls": 0.22568311356008053, "loss_mask": 0.27992100454866886, "loss_rpn_cls": 0.04892820538952947, "loss_rpn_loc": 0.09184644836932421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783421994484453, "mask_rcnn/false_negative": 0.09255673562265285, "mask_rcnn/false_positive": 0.13822576969268816, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 0.9743039859458804, "total_loss": 0.8915353186894208}
{"data_time": 0.012981232954189181, "eta_seconds": 246195.0592573732, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4195247688284388, "fast_rcnn/fg_cls_accuracy": 0.5501260977660126, "iteration": 20959, "loss_box_reg": 0.2560237143188715, "loss_cls": 0.22163274232298136, "loss_mask": 0.2757376115769148, "loss_rpn_cls": 0.04916150914505124, "loss_rpn_loc": 0.09116190485656261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812009942768197, "mask_rcnn/false_negative": 0.09125810657122846, "mask_rcnn/false_positive": 0.15579495121295203, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9579520544502884, "total_loss": 0.9249964822083712}
{"data_time": 0.021430747117847204, "eta_seconds": 246175.2877299674, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.39535933550018054, "fast_rcnn/fg_cls_accuracy": 0.5712943071965628, "iteration": 20979, "loss_box_reg": 0.25728737376630306, "loss_cls": 0.2159202555194497, "loss_mask": 0.278104942291975, "loss_rpn_cls": 0.05150753748603165, "loss_rpn_loc": 0.09143524919636548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8725276649494749, "mask_rcnn/false_negative": 0.11014068750304003, "mask_rcnn/false_positive": 0.14725211791142523, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9679659840185195, "total_loss": 0.9315337092848495}
{"data_time": 0.014479960780590773, "eta_seconds": 246155.51620256156, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.35860597439544806, "fast_rcnn/fg_cls_accuracy": 0.5918192385934321, "iteration": 20999, "loss_box_reg": 0.2423857133835554, "loss_cls": 0.2251600082963705, "loss_mask": 0.2634890303015709, "loss_rpn_cls": 0.04421629919670522, "loss_rpn_loc": 0.07864818023517728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857429934038827, "mask_rcnn/false_negative": 0.0973751819872429, "mask_rcnn/false_positive": 0.14220397689178885, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9943424286320806, "total_loss": 0.8537691531237215}
{"data_time": 0.024515270022675395, "eta_seconds": 246076.4211298246, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38278388278388276, "fast_rcnn/fg_cls_accuracy": 0.5756144440354967, "iteration": 21019, "loss_box_reg": 0.2603463251143694, "loss_cls": 0.22562051750719547, "loss_mask": 0.27479952573776245, "loss_rpn_cls": 0.04803986300248653, "loss_rpn_loc": 0.08021121076308191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858390651160686, "mask_rcnn/false_negative": 0.0904510794445269, "mask_rcnn/false_positive": 0.13145387928140495, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9945056694559753, "total_loss": 0.9323359142290428}
{"data_time": 0.017026014160364866, "eta_seconds": 246196.40540361404, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3856985251422599, "fast_rcnn/fg_cls_accuracy": 0.5768356335457427, "iteration": 21039, "loss_box_reg": 0.2742214985191822, "loss_cls": 0.2518286034464836, "loss_mask": 0.28606645204126835, "loss_rpn_cls": 0.054271092056296766, "loss_rpn_loc": 0.09634712059050798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896740343527316, "mask_rcnn/false_negative": 0.1016522194619535, "mask_rcnn/false_positive": 0.11817151809483861, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.025070192059502, "total_loss": 0.9372608175035566}
{"data_time": 0.02037133672274649, "eta_seconds": 246212.8675586544, "fast_rcnn/cls_accuracy": 0.913818359375, "fast_rcnn/false_negative": 0.39561844405594404, "fast_rcnn/fg_cls_accuracy": 0.5711481545961004, "iteration": 21059, "loss_box_reg": 0.26530294120311737, "loss_cls": 0.22451410721987486, "loss_mask": 0.2803917657583952, "loss_rpn_cls": 0.048673911951482296, "loss_rpn_loc": 0.08330434066010639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8712123639404421, "mask_rcnn/false_negative": 0.10250405652399593, "mask_rcnn/false_positive": 0.16834183081986298, "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": 1.0144405330065638, "total_loss": 0.9299831599928439}
{"data_time": 0.016025380929931998, "eta_seconds": 246076.43009293824, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.38703634319970026, "fast_rcnn/fg_cls_accuracy": 0.5807156353330185, "iteration": 21079, "loss_box_reg": 0.2591127334162593, "loss_cls": 0.21902442816644907, "loss_mask": 0.29379616118967533, "loss_rpn_cls": 0.04380709445104003, "loss_rpn_loc": 0.09352201293222606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739982046537623, "mask_rcnn/false_negative": 0.10457399911208551, "mask_rcnn/false_positive": 0.15631010004206186, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9949323120526969, "total_loss": 0.8988372394815087}
{"data_time": 0.01594650512561202, "eta_seconds": 245956.4071988454, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3923087248322148, "fast_rcnn/fg_cls_accuracy": 0.5956620780874933, "iteration": 21099, "loss_box_reg": 0.22223727405071259, "loss_cls": 0.2153864884749055, "loss_mask": 0.27385170198976994, "loss_rpn_cls": 0.05112426052801311, "loss_rpn_loc": 0.08310316735878587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787897424560379, "mask_rcnn/false_negative": 0.10184289366231129, "mask_rcnn/false_positive": 0.13539426827575196, "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": 0.9748965573962778, "total_loss": 0.8491257128771394}
{"data_time": 0.015581938903778791, "eta_seconds": 246034.28406380117, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3732037193575655, "fast_rcnn/fg_cls_accuracy": 0.6095371603829115, "iteration": 21119, "loss_box_reg": 0.24137641210108995, "loss_cls": 0.2211933545768261, "loss_mask": 0.2710187900811434, "loss_rpn_cls": 0.04339237371459603, "loss_rpn_loc": 0.0806798884877935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842127781216036, "mask_rcnn/false_negative": 0.11447031666928235, "mask_rcnn/false_positive": 0.13326281951491115, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.002631003037095, "total_loss": 0.8528296367730945}
{"data_time": 0.021782322553917766, "eta_seconds": 246014.5127455704, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.43688333581238536, "fast_rcnn/fg_cls_accuracy": 0.5528715444869858, "iteration": 21139, "loss_box_reg": 0.24412834085524082, "loss_cls": 0.22095705941319466, "loss_mask": 0.2847863882780075, "loss_rpn_cls": 0.048349154414609075, "loss_rpn_loc": 0.08580823102965951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8735577629024167, "mask_rcnn/false_negative": 0.09733594109702413, "mask_rcnn/false_positive": 0.14950906491055116, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9876309635583311, "total_loss": 0.9067495218478143}
{"data_time": 0.02260386012494564, "eta_seconds": 245938.0537952669, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3693183950756296, "fast_rcnn/fg_cls_accuracy": 0.6008333333333333, "iteration": 21159, "loss_box_reg": 0.2507701776921749, "loss_cls": 0.20867549814283848, "loss_mask": 0.2682826668024063, "loss_rpn_cls": 0.04814288718625903, "loss_rpn_loc": 0.07717122929170728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872516415554821, "mask_rcnn/false_negative": 0.09379583122695768, "mask_rcnn/false_positive": 0.12978352403796933, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.011409132508561, "total_loss": 0.8784099807962775}
{"data_time": 0.014250209089368582, "eta_seconds": 245993.87941444293, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3895264116575592, "fast_rcnn/fg_cls_accuracy": 0.5878172018863688, "iteration": 21179, "loss_box_reg": 0.24456973373889923, "loss_cls": 0.21878276951611042, "loss_mask": 0.25529866106808186, "loss_rpn_cls": 0.048320028465241194, "loss_rpn_loc": 0.081704136217013, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014068843736164, "mask_rcnn/false_negative": 0.06831686811164103, "mask_rcnn/false_positive": 0.11402245681885527, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.9988981650676578, "total_loss": 0.8497851748252288}
{"data_time": 0.01743512647226453, "eta_seconds": 246057.89610296488, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.39371557902678234, "fast_rcnn/fg_cls_accuracy": 0.5902055389366014, "iteration": 21199, "loss_box_reg": 0.2631583195179701, "loss_cls": 0.22614321112632751, "loss_mask": 0.2729214783757925, "loss_rpn_cls": 0.05139697308186442, "loss_rpn_loc": 0.11595424532424659, "lr": 0.0001, "mask_rcnn/accuracy": 0.881615493159004, "mask_rcnn/false_negative": 0.10288059493149884, "mask_rcnn/false_positive": 0.12468384064518, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9830216760747135, "total_loss": 0.9268642301904038}
{"data_time": 0.017935704439878464, "eta_seconds": 245774.84591342043, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3674193548387097, "fast_rcnn/fg_cls_accuracy": 0.5975323959194927, "iteration": 21219, "loss_box_reg": 0.24230950325727463, "loss_cls": 0.22164798062294722, "loss_mask": 0.26715734973549843, "loss_rpn_cls": 0.0559074436314404, "loss_rpn_loc": 0.06927230069413781, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890724929485655, "mask_rcnn/false_negative": 0.09736516295649084, "mask_rcnn/false_positive": 0.13118784964566255, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9744869424030185, "total_loss": 0.8476438000798225}
{"data_time": 0.014404863584786654, "eta_seconds": 245675.27507451363, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.41206109773101784, "fast_rcnn/fg_cls_accuracy": 0.5789467643075228, "iteration": 21239, "loss_box_reg": 0.24105552956461906, "loss_cls": 0.21047505736351013, "loss_mask": 0.2662515137344599, "loss_rpn_cls": 0.04655091208405793, "loss_rpn_loc": 0.08726243954151869, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789087957597467, "mask_rcnn/false_negative": 0.11641027636643028, "mask_rcnn/false_positive": 0.12310466767683512, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.945822931593284, "total_loss": 0.8560527574736625}
{"data_time": 0.016812917543575168, "eta_seconds": 245590.20589365624, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.3448793755912961, "fast_rcnn/fg_cls_accuracy": 0.6210873379747552, "iteration": 21259, "loss_box_reg": 0.22528216429054737, "loss_cls": 0.18149713333696127, "loss_mask": 0.27123761735856533, "loss_rpn_cls": 0.04737531626597047, "loss_rpn_loc": 0.08400388550944626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816414322563801, "mask_rcnn/false_negative": 0.09213768032457281, "mask_rcnn/false_positive": 0.12680919999412527, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.9962667454965413, "total_loss": 0.8172594212228432}
{"data_time": 0.022099893307313323, "eta_seconds": 245451.5797013417, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.395486541192109, "fast_rcnn/fg_cls_accuracy": 0.597079626817097, "iteration": 21279, "loss_box_reg": 0.22751062363386154, "loss_cls": 0.20123100653290749, "loss_mask": 0.26727596670389175, "loss_rpn_cls": 0.05129172024317086, "loss_rpn_loc": 0.09266860550269485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860406453084027, "mask_rcnn/false_negative": 0.09767248021026007, "mask_rcnn/false_positive": 0.1357733476265004, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9940028458368033, "total_loss": 0.849605493596755}
{"data_time": 0.01684631546959281, "eta_seconds": 245467.88646045607, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4394076370054673, "fast_rcnn/fg_cls_accuracy": 0.5193568859741908, "iteration": 21299, "loss_box_reg": 0.2540479972958565, "loss_cls": 0.21495980024337769, "loss_mask": 0.27978515811264515, "loss_rpn_cls": 0.05497252778150141, "loss_rpn_loc": 0.0901186466217041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8763828848452353, "mask_rcnn/false_negative": 0.10780163284649383, "mask_rcnn/false_positive": 0.13129465111529282, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0215730974450707, "total_loss": 0.9164020984899253}
{"data_time": 0.017229787074029446, "eta_seconds": 245379.42257530987, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31225198412698413, "fast_rcnn/fg_cls_accuracy": 0.6687763713080168, "iteration": 21319, "loss_box_reg": 0.2593651693314314, "loss_cls": 0.22055967152118683, "loss_mask": 0.2790211644023657, "loss_rpn_cls": 0.05091404169797897, "loss_rpn_loc": 0.08539962465874851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829472559293987, "mask_rcnn/false_negative": 0.10088986687267404, "mask_rcnn/false_positive": 0.12751601034906793, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9520128678996116, "total_loss": 0.8919476934242994}
{"data_time": 0.020866452949121594, "eta_seconds": 245511.21893349104, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3914283861764897, "fast_rcnn/fg_cls_accuracy": 0.5906640327592239, "iteration": 21339, "loss_box_reg": 0.2670372184365988, "loss_cls": 0.2289500506594777, "loss_mask": 0.26977530494332314, "loss_rpn_cls": 0.046060516964644194, "loss_rpn_loc": 0.0784547752700746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872965515457615, "mask_rcnn/false_negative": 0.10180341203217297, "mask_rcnn/false_positive": 0.11587632437661875, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9994228940922767, "total_loss": 0.891641004011035}
{"data_time": 0.018575596623122692, "eta_seconds": 245491.47219344974, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.39043744998666313, "fast_rcnn/fg_cls_accuracy": 0.5628349049543482, "iteration": 21359, "loss_box_reg": 0.22832509642466903, "loss_cls": 0.2059715697541833, "loss_mask": 0.2705040108412504, "loss_rpn_cls": 0.044712328002788126, "loss_rpn_loc": 0.08212279574945569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776436264689925, "mask_rcnn/false_negative": 0.09517758757632261, "mask_rcnn/false_positive": 0.1590724777044779, "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": 0.9832660416141152, "total_loss": 0.8395037705777213}
{"data_time": 0.01804456813260913, "eta_seconds": 245352.89379763417, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36929778478241837, "fast_rcnn/fg_cls_accuracy": 0.5963671544981332, "iteration": 21379, "loss_box_reg": 0.24606519751250744, "loss_cls": 0.20228861458599567, "loss_mask": 0.26375623047351837, "loss_rpn_cls": 0.046527322847396135, "loss_rpn_loc": 0.09518092183861881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893891358178481, "mask_rcnn/false_negative": 0.08739412699031385, "mask_rcnn/false_positive": 0.13656739417712294, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9504601999651641, "total_loss": 0.8259135656990111}
{"data_time": 0.02105534984730184, "eta_seconds": 245534.99820129946, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3622770716326732, "fast_rcnn/fg_cls_accuracy": 0.5692119132246598, "iteration": 21399, "loss_box_reg": 0.26213952898979187, "loss_cls": 0.22834128327667713, "loss_mask": 0.27314901910722256, "loss_rpn_cls": 0.04681929759681225, "loss_rpn_loc": 0.08450322644785047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890184708968014, "mask_rcnn/false_negative": 0.09991364262589547, "mask_rcnn/false_positive": 0.11224801664935984, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0055584653746337, "total_loss": 0.8947118166834116}
{"data_time": 0.01547662285156548, "eta_seconds": 245477.39296571352, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.384913554049818, "fast_rcnn/fg_cls_accuracy": 0.5783601845548748, "iteration": 21419, "loss_box_reg": 0.26322331465780735, "loss_cls": 0.22327703051269054, "loss_mask": 0.26002983935177326, "loss_rpn_cls": 0.04472858691588044, "loss_rpn_loc": 0.06403256393969059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822886007558218, "mask_rcnn/false_negative": 0.1026753944090329, "mask_rcnn/false_positive": 0.13454835152959846, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.001368361292407, "total_loss": 0.8843114388873801}
{"data_time": 0.01757221855223179, "eta_seconds": 245528.94200680777, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3649452269170579, "fast_rcnn/fg_cls_accuracy": 0.5733449477351917, "iteration": 21439, "loss_box_reg": 0.2480256836861372, "loss_cls": 0.22795871645212173, "loss_mask": 0.2685514837503433, "loss_rpn_cls": 0.04575194336939603, "loss_rpn_loc": 0.07364246575161815, "lr": 0.0001, "mask_rcnn/accuracy": 0.888089989810071, "mask_rcnn/false_negative": 0.10788666034111932, "mask_rcnn/false_positive": 0.1155898029219008, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.9707717685960233, "total_loss": 0.8761020981473848}
{"data_time": 0.015888327034190297, "eta_seconds": 245311.8923003599, "fast_rcnn/cls_accuracy": 0.904052734375, "fast_rcnn/false_negative": 0.4939613526570048, "fast_rcnn/fg_cls_accuracy": 0.4698198198198198, "iteration": 21459, "loss_box_reg": 0.25063691288232803, "loss_cls": 0.22202718537300825, "loss_mask": 0.2718106657266617, "loss_rpn_cls": 0.04711668356321752, "loss_rpn_loc": 0.07967357523739338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8596368255382363, "mask_rcnn/false_negative": 0.11765035254921302, "mask_rcnn/false_positive": 0.13418061921286062, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9778961932752281, "total_loss": 0.9064068691805005}
{"data_time": 0.02121279272250831, "eta_seconds": 245505.0159562379, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.4019297377535873, "fast_rcnn/fg_cls_accuracy": 0.5545151199165798, "iteration": 21479, "loss_box_reg": 0.23952279053628445, "loss_cls": 0.21761587262153625, "loss_mask": 0.2722442653030157, "loss_rpn_cls": 0.0518911553081125, "loss_rpn_loc": 0.08560053934343159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809485392704625, "mask_rcnn/false_negative": 0.08883139234119874, "mask_rcnn/false_positive": 0.14316231687181988, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0094948324840516, "total_loss": 0.8948318299371749}
{"data_time": 0.026586021529510617, "eta_seconds": 245719.3874118384, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3471938863722812, "fast_rcnn/fg_cls_accuracy": 0.5971518065268066, "iteration": 21499, "loss_box_reg": 0.22854786179959774, "loss_cls": 0.1851004995405674, "loss_mask": 0.25946842692792416, "loss_rpn_cls": 0.03868674603290856, "loss_rpn_loc": 0.07072818605229259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928293677283998, "mask_rcnn/false_negative": 0.08816085411534566, "mask_rcnn/false_positive": 0.1303084895793361, "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": 1.0034556011669338, "total_loss": 0.8103526546619833}
{"data_time": 0.021063783671706915, "eta_seconds": 245895.82951456308, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3819194679418916, "fast_rcnn/fg_cls_accuracy": 0.5887329931972789, "iteration": 21519, "loss_box_reg": 0.25424446910619736, "loss_cls": 0.21601278334856033, "loss_mask": 0.26659489423036575, "loss_rpn_cls": 0.048380067106336355, "loss_rpn_loc": 0.0871394119458273, "lr": 0.0001, "mask_rcnn/accuracy": 0.886681943462793, "mask_rcnn/false_negative": 0.1029340722546076, "mask_rcnn/false_positive": 0.13671480610185544, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9895575458649546, "total_loss": 0.8934190006693825}
{"data_time": 0.0133928416762501, "eta_seconds": 245853.09126168955, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.35716021232057416, "fast_rcnn/fg_cls_accuracy": 0.5978154971963021, "iteration": 21539, "loss_box_reg": 0.23650682903826237, "loss_cls": 0.22081049717962742, "loss_mask": 0.2769459243863821, "loss_rpn_cls": 0.0560000070836395, "loss_rpn_loc": 0.07974180346354842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880218406180161, "mask_rcnn/false_negative": 0.10393586711101414, "mask_rcnn/false_positive": 0.12052272898481671, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0186033258214593, "total_loss": 0.8764050342142582}
{"data_time": 0.017564136534929276, "eta_seconds": 246123.63435084, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3580763831744034, "fast_rcnn/fg_cls_accuracy": 0.6278438235471606, "iteration": 21559, "loss_box_reg": 0.26626649126410484, "loss_cls": 0.2249715682119131, "loss_mask": 0.27524259872734547, "loss_rpn_cls": 0.05696175619959831, "loss_rpn_loc": 0.09212901350110769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897930875561397, "mask_rcnn/false_negative": 0.09754538297758245, "mask_rcnn/false_positive": 0.15131903569612037, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0089148555416614, "total_loss": 0.9327737744897604}
{"data_time": 0.01606074837036431, "eta_seconds": 245933.24318983592, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3625040180006429, "fast_rcnn/fg_cls_accuracy": 0.6215686274509804, "iteration": 21579, "loss_box_reg": 0.22007307596504688, "loss_cls": 0.19841766823083162, "loss_mask": 0.26916832849383354, "loss_rpn_cls": 0.041006399609614164, "loss_rpn_loc": 0.07151416025590152, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879516538758361, "mask_rcnn/false_negative": 0.08783177333549202, "mask_rcnn/false_positive": 0.1245818019886464, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9862448291387409, "total_loss": 0.7942623029230163}
{"data_time": 0.018930788384750485, "eta_seconds": 246035.2958880365, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3654498977505113, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 21599, "loss_box_reg": 0.23435536958277225, "loss_cls": 0.20111490041017532, "loss_mask": 0.2710318025201559, "loss_rpn_cls": 0.049345074919983745, "loss_rpn_loc": 0.093844432849437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729955709277576, "mask_rcnn/false_negative": 0.10349585263693402, "mask_rcnn/false_positive": 0.1370642244794737, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9890587928239256, "total_loss": 0.8428575000725687}
{"data_time": 0.020355746615678072, "eta_seconds": 245893.64360152744, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.38353216947136415, "fast_rcnn/fg_cls_accuracy": 0.5407160263644244, "iteration": 21619, "loss_box_reg": 0.24344315379858017, "loss_cls": 0.22512156143784523, "loss_mask": 0.2823164276778698, "loss_rpn_cls": 0.04985812725499272, "loss_rpn_loc": 0.09250980173237622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766622194152545, "mask_rcnn/false_negative": 0.10017549420353478, "mask_rcnn/false_positive": 0.14857989547048578, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9875210532918572, "total_loss": 0.891436800127849}
{"data_time": 0.016608229838311672, "eta_seconds": 245759.096970642, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3862598904443092, "fast_rcnn/fg_cls_accuracy": 0.5769250382457929, "iteration": 21639, "loss_box_reg": 0.24205948691815138, "loss_cls": 0.21157185826450586, "loss_mask": 0.26933875121176243, "loss_rpn_cls": 0.05537234339863062, "loss_rpn_loc": 0.0935283733997494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8703030467888169, "mask_rcnn/false_negative": 0.10784764049078252, "mask_rcnn/false_positive": 0.14507351567295934, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 0.9721755129285157, "total_loss": 0.9149938605260104}
{"data_time": 0.018591185100376606, "eta_seconds": 245739.30641685147, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.36644274453461734, "fast_rcnn/fg_cls_accuracy": 0.5794775498122213, "iteration": 21659, "loss_box_reg": 0.22839929722249508, "loss_cls": 0.21232800371944904, "loss_mask": 0.25135448575019836, "loss_rpn_cls": 0.052810000255703926, "loss_rpn_loc": 0.08542314823716879, "lr": 0.0001, "mask_rcnn/accuracy": 0.889757064107022, "mask_rcnn/false_negative": 0.08762642103589169, "mask_rcnn/false_positive": 0.13081071835299152, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0000289171002805, "total_loss": 0.8338249297812581}
{"data_time": 0.020447172690182924, "eta_seconds": 245554.5814460516, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.4003367003367003, "fast_rcnn/fg_cls_accuracy": 0.5809152872444012, "iteration": 21679, "loss_box_reg": 0.24135608598589897, "loss_cls": 0.22078422643244267, "loss_mask": 0.2583102732896805, "loss_rpn_cls": 0.04925368167459965, "loss_rpn_loc": 0.08678204356692731, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819076352096993, "mask_rcnn/false_negative": 0.10624996582919935, "mask_rcnn/false_positive": 0.14003389996138016, "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": 0.947566848481074, "total_loss": 0.8669300610199571}
{"data_time": 0.015795829240232706, "eta_seconds": 245699.72530927043, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.30569465376699567, "fast_rcnn/fg_cls_accuracy": 0.6450870646766169, "iteration": 21699, "loss_box_reg": 0.23295151628553867, "loss_cls": 0.2065132763236761, "loss_mask": 0.2731515932828188, "loss_rpn_cls": 0.04370481288060546, "loss_rpn_loc": 0.08811187278479338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915686929640834, "mask_rcnn/false_negative": 0.08309370517422278, "mask_rcnn/false_positive": 0.12147323429317691, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0135462288744748, "total_loss": 0.8476927408482879}
{"data_time": 0.027595498599112034, "eta_seconds": 245669.3727455847, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.37295727238177967, "fast_rcnn/fg_cls_accuracy": 0.5872197187686627, "iteration": 21719, "loss_box_reg": 0.2718965373933315, "loss_cls": 0.2327900156378746, "loss_mask": 0.27317443303763866, "loss_rpn_cls": 0.05705134430900216, "loss_rpn_loc": 0.09637631569057703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910778590135312, "mask_rcnn/false_negative": 0.08848958375247612, "mask_rcnn/false_positive": 0.12625446672136614, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9861832656897604, "total_loss": 0.9433699306100607}
{"data_time": 0.02506371820345521, "eta_seconds": 245649.58304260857, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.433321479374111, "fast_rcnn/fg_cls_accuracy": 0.5212061560486757, "iteration": 21739, "loss_box_reg": 0.24130121245980263, "loss_cls": 0.2204223033040762, "loss_mask": 0.27948002703487873, "loss_rpn_cls": 0.05067281052470207, "loss_rpn_loc": 0.08415835222695023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8740411197601743, "mask_rcnn/false_negative": 0.11435693626944979, "mask_rcnn/false_positive": 0.1451460044125857, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0291520662140101, "total_loss": 0.8820014006923884}
{"data_time": 0.02057126141153276, "eta_seconds": 245509.21130085364, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.39951584507042254, "fast_rcnn/fg_cls_accuracy": 0.5373263888888888, "iteration": 21759, "loss_box_reg": 0.2545823520049453, "loss_cls": 0.23359107226133347, "loss_mask": 0.27172466553747654, "loss_rpn_cls": 0.047176511492580175, "loss_rpn_loc": 0.08110315538942814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859392186074297, "mask_rcnn/false_negative": 0.09871632716578535, "mask_rcnn/false_positive": 0.1257405645201423, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9702795741613954, "total_loss": 0.9048174693016335}
{"data_time": 0.023556656436994672, "eta_seconds": 245772.66231425107, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.35428419589567495, "fast_rcnn/fg_cls_accuracy": 0.6006206183197333, "iteration": 21779, "loss_box_reg": 0.2368274163454771, "loss_cls": 0.20725508406758308, "loss_mask": 0.27151506021618843, "loss_rpn_cls": 0.04411553405225277, "loss_rpn_loc": 0.07858227286487818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815038352075524, "mask_rcnn/false_negative": 0.10617439366569095, "mask_rcnn/false_positive": 0.12353365760046955, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0175381910521537, "total_loss": 0.8121401951648295}
{"data_time": 0.016628069570288062, "eta_seconds": 245915.03583369777, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.39424342105263155, "fast_rcnn/fg_cls_accuracy": 0.5607380319148936, "iteration": 21799, "loss_box_reg": 0.2526514418423176, "loss_cls": 0.2180571686476469, "loss_mask": 0.2699022823944688, "loss_rpn_cls": 0.04249353753402829, "loss_rpn_loc": 0.0669030835852027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8674393845949968, "mask_rcnn/false_negative": 0.08965851776973353, "mask_rcnn/false_positive": 0.15021604062209806, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0114134177565575, "total_loss": 0.8571040140232071}
{"data_time": 0.021343405358493328, "eta_seconds": 245984.15453545284, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4160887171848818, "fast_rcnn/fg_cls_accuracy": 0.5484841811642076, "iteration": 21819, "loss_box_reg": 0.24477181769907475, "loss_cls": 0.21801967360079288, "loss_mask": 0.27381100691854954, "loss_rpn_cls": 0.041301831835880876, "loss_rpn_loc": 0.07844724063761532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820961918880148, "mask_rcnn/false_negative": 0.10511476125057535, "mask_rcnn/false_positive": 0.14001060526695364, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9950540461577475, "total_loss": 0.8364009957294911}
{"data_time": 0.013885487103834748, "eta_seconds": 246063.56071293354, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.44925605152120807, "fast_rcnn/fg_cls_accuracy": 0.5292010733741032, "iteration": 21839, "loss_box_reg": 0.2229392323642969, "loss_cls": 0.21238422580063343, "loss_mask": 0.2635070104151964, "loss_rpn_cls": 0.04210380866425112, "loss_rpn_loc": 0.057026457507163286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8746735943970101, "mask_rcnn/false_negative": 0.09998904506920132, "mask_rcnn/false_positive": 0.1453758357726607, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.009528721915558, "total_loss": 0.796235493151471}
{"data_time": 0.016439705155789852, "eta_seconds": 246128.12969005667, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3505945606530356, "fast_rcnn/fg_cls_accuracy": 0.6361757105943153, "iteration": 21859, "loss_box_reg": 0.23832438699901104, "loss_cls": 0.2177634947001934, "loss_mask": 0.2693254239857197, "loss_rpn_cls": 0.04793238791171461, "loss_rpn_loc": 0.06963062810245901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937998052870664, "mask_rcnn/false_negative": 0.08175083268904754, "mask_rcnn/false_positive": 0.11506751533286684, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9915226106531918, "total_loss": 0.8625883699860424}
{"data_time": 0.016351206926628947, "eta_seconds": 246126.01520134136, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.39750041021714155, "fast_rcnn/fg_cls_accuracy": 0.5569575939975338, "iteration": 21879, "loss_box_reg": 0.22744158282876015, "loss_cls": 0.21377776004374027, "loss_mask": 0.27082495763897896, "loss_rpn_cls": 0.05048233876004815, "loss_rpn_loc": 0.1039904486387968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867948813671811, "mask_rcnn/false_negative": 0.10791415297493122, "mask_rcnn/false_positive": 0.1223850822642448, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9721901025623083, "total_loss": 0.8690209985943511}
{"data_time": 0.014202118385583162, "eta_seconds": 246176.06683750637, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.36592670894996476, "fast_rcnn/fg_cls_accuracy": 0.5725301827659368, "iteration": 21899, "loss_box_reg": 0.25765224546194077, "loss_cls": 0.23165131360292435, "loss_mask": 0.2694979812949896, "loss_rpn_cls": 0.05051941005513072, "loss_rpn_loc": 0.08462903019972146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8707410573685753, "mask_rcnn/false_negative": 0.09644777047298098, "mask_rcnn/false_positive": 0.14312755663003843, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9971075335051864, "total_loss": 0.8983207936398685}
{"data_time": 0.01898381649516523, "eta_seconds": 246086.33665625006, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4045096852300242, "fast_rcnn/fg_cls_accuracy": 0.570950239515104, "iteration": 21919, "loss_box_reg": 0.23627173714339733, "loss_cls": 0.2123218709602952, "loss_mask": 0.2779850121587515, "loss_rpn_cls": 0.04179525305517018, "loss_rpn_loc": 0.08881730260327458, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880069918521841, "mask_rcnn/false_negative": 0.10147304177179928, "mask_rcnn/false_positive": 0.1367981143977604, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9726134955417365, "total_loss": 0.875922245439142}
{"data_time": 0.01503932592459023, "eta_seconds": 246096.64986941498, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.38586956521739135, "fast_rcnn/fg_cls_accuracy": 0.5654793200140202, "iteration": 21939, "loss_box_reg": 0.24814348295331, "loss_cls": 0.22489524632692337, "loss_mask": 0.2726011648774147, "loss_rpn_cls": 0.04087109328247607, "loss_rpn_loc": 0.08626186661422253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822174883742824, "mask_rcnn/false_negative": 0.10062680037311583, "mask_rcnn/false_positive": 0.12931718492058555, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 0.9870757292956114, "total_loss": 0.8399767943192273}
{"data_time": 0.016970247961580753, "eta_seconds": 246411.33778536692, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.4191985645933014, "fast_rcnn/fg_cls_accuracy": 0.5506908865083062, "iteration": 21959, "loss_box_reg": 0.26694492995738983, "loss_cls": 0.23015629593282938, "loss_mask": 0.28410083428025246, "loss_rpn_cls": 0.05608756560832262, "loss_rpn_loc": 0.10041068796999753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769893483709272, "mask_rcnn/false_negative": 0.11222732388397685, "mask_rcnn/false_positive": 0.13865123775480306, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.0228739308658987, "total_loss": 0.9473994630388916}
{"data_time": 0.015125656966120005, "eta_seconds": 246239.9222480785, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3728711803768776, "fast_rcnn/fg_cls_accuracy": 0.5588948592152543, "iteration": 21979, "loss_box_reg": 0.22022912092506886, "loss_cls": 0.1994092222303152, "loss_mask": 0.2628919053822756, "loss_rpn_cls": 0.047786343144252896, "loss_rpn_loc": 0.0823890317697078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828604704055228, "mask_rcnn/false_negative": 0.11594737103605557, "mask_rcnn/false_positive": 0.13015264327583276, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9758590580895543, "total_loss": 0.8523784156423062}
{"data_time": 0.017807478550821543, "eta_seconds": 246076.84230431914, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.4286613583775691, "fast_rcnn/fg_cls_accuracy": 0.5467417979850168, "iteration": 21999, "loss_box_reg": 0.23261679243296385, "loss_cls": 0.19164681900292635, "loss_mask": 0.27330363914370537, "loss_rpn_cls": 0.040137967793270946, "loss_rpn_loc": 0.07825488178059459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8705226520073825, "mask_rcnn/false_negative": 0.10341169385427075, "mask_rcnn/false_positive": 0.15570019799270846, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9831251315772533, "total_loss": 0.8529253432061523}
{"data_time": 0.014879096997901797, "eta_seconds": 246130.5823711306, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.45147575429265574, "fast_rcnn/fg_cls_accuracy": 0.5217013033914443, "iteration": 22019, "loss_box_reg": 0.269135819748044, "loss_cls": 0.24398846179246902, "loss_mask": 0.2822997737675905, "loss_rpn_cls": 0.04790152097120881, "loss_rpn_loc": 0.09068571520037949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729396461912777, "mask_rcnn/false_negative": 0.11259840416855917, "mask_rcnn/false_positive": 0.1379051945089803, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0002337764017284, "total_loss": 0.9426194147672504}
{"data_time": 0.013957790331915021, "eta_seconds": 246182.27947480045, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4302602757376627, "fast_rcnn/fg_cls_accuracy": 0.5191090464909683, "iteration": 22039, "loss_box_reg": 0.25475860852748156, "loss_cls": 0.22267301380634308, "loss_mask": 0.26952591724693775, "loss_rpn_cls": 0.04358468274585903, "loss_rpn_loc": 0.09324085316620767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766972272912446, "mask_rcnn/false_negative": 0.10920598262598627, "mask_rcnn/false_positive": 0.1406509480320356, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0308650438673794, "total_loss": 0.903031611815095}
{"data_time": 0.013329661451280117, "eta_seconds": 246005.03691439517, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3669154783125371, "fast_rcnn/fg_cls_accuracy": 0.5934803921568628, "iteration": 22059, "loss_box_reg": 0.23362882621586323, "loss_cls": 0.20636771619319916, "loss_mask": 0.2660276461392641, "loss_rpn_cls": 0.0453664226224646, "loss_rpn_loc": 0.09046555869281292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860309993794495, "mask_rcnn/false_negative": 0.10137035990734014, "mask_rcnn/false_positive": 0.12254865511309634, "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": 0.9834140404127538, "total_loss": 0.873046969762072}
{"data_time": 0.014891253551468253, "eta_seconds": 245997.46267776936, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3853236496408302, "fast_rcnn/fg_cls_accuracy": 0.5735156239966093, "iteration": 22079, "loss_box_reg": 0.2479923665523529, "loss_cls": 0.22434228099882603, "loss_mask": 0.2706378363072872, "loss_rpn_cls": 0.05269368574954569, "loss_rpn_loc": 0.07689455011859536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797681533653979, "mask_rcnn/false_negative": 0.09949407617961867, "mask_rcnn/false_positive": 0.1417946177318568, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.992687872145325, "total_loss": 0.8748609640169889}
{"data_time": 0.015409211162477732, "eta_seconds": 246053.68088106625, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.34911073953028804, "fast_rcnn/fg_cls_accuracy": 0.5878919661249714, "iteration": 22099, "loss_box_reg": 0.2540168296545744, "loss_cls": 0.2287664795294404, "loss_mask": 0.27553167939186096, "loss_rpn_cls": 0.05174054182134569, "loss_rpn_loc": 0.07946195965632796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842548112014696, "mask_rcnn/false_negative": 0.09757999450471486, "mask_rcnn/false_positive": 0.14158467094474736, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9928289463277906, "total_loss": 0.8884470642078668}
{"data_time": 0.01585913961753249, "eta_seconds": 245887.94393079355, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.43537739469903824, "fast_rcnn/fg_cls_accuracy": 0.5451454138702461, "iteration": 22119, "loss_box_reg": 0.2587392218410969, "loss_cls": 0.24151993915438652, "loss_mask": 0.27595266327261925, "loss_rpn_cls": 0.05616915685823187, "loss_rpn_loc": 0.07735889800824225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824902812446715, "mask_rcnn/false_negative": 0.09869233077684278, "mask_rcnn/false_positive": 0.1422388437356739, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9691528580151498, "total_loss": 0.9201221675029956}
{"data_time": 0.01942859496921301, "eta_seconds": 245925.66124708392, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3992590036803365, "fast_rcnn/fg_cls_accuracy": 0.5357160883280757, "iteration": 22139, "loss_box_reg": 0.2457232791930437, "loss_cls": 0.20926804468035698, "loss_mask": 0.2661025580018759, "loss_rpn_cls": 0.041829458670690656, "loss_rpn_loc": 0.07503523048944771, "lr": 0.0001, "mask_rcnn/accuracy": 0.883464121320042, "mask_rcnn/false_negative": 0.09566724797845741, "mask_rcnn/false_positive": 0.12849425486011523, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.014175948454067, "total_loss": 0.8354809386655688}
{"data_time": 0.018820369616150856, "eta_seconds": 245835.8795234561, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4414189644541948, "fast_rcnn/fg_cls_accuracy": 0.5082323748357904, "iteration": 22159, "loss_box_reg": 0.24433028511703014, "loss_cls": 0.20993201807141304, "loss_mask": 0.26537448167800903, "loss_rpn_cls": 0.04494391102343798, "loss_rpn_loc": 0.06774286460131407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826781179916524, "mask_rcnn/false_negative": 0.1024086886260271, "mask_rcnn/false_positive": 0.12134959201288732, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9617840284481645, "total_loss": 0.8504464332945645}
{"data_time": 0.02815341600216925, "eta_seconds": 245808.66325529292, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3858129528985507, "fast_rcnn/fg_cls_accuracy": 0.5740489130434783, "iteration": 22179, "loss_box_reg": 0.257598465308547, "loss_cls": 0.22517304681241512, "loss_mask": 0.27746890112757683, "loss_rpn_cls": 0.050397633109241724, "loss_rpn_loc": 0.08159576798789203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820714631705577, "mask_rcnn/false_negative": 0.09908284367680709, "mask_rcnn/false_positive": 0.13663635510668945, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0156482856255025, "total_loss": 0.8996653987560421}
{"data_time": 0.01599840447306633, "eta_seconds": 245806.5260751173, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.37327532330176433, "fast_rcnn/fg_cls_accuracy": 0.5945811830091305, "iteration": 22199, "loss_box_reg": 0.25345273222774267, "loss_cls": 0.21777906827628613, "loss_mask": 0.27922032959759235, "loss_rpn_cls": 0.0513919482473284, "loss_rpn_loc": 0.10685445787385106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794833287530468, "mask_rcnn/false_negative": 0.10365428859878523, "mask_rcnn/false_positive": 0.13910356312468225, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9947558250278234, "total_loss": 0.9180346552748233}
{"data_time": 0.020496445009484887, "eta_seconds": 245846.28557977267, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.38729525769659545, "fast_rcnn/fg_cls_accuracy": 0.6045789411810807, "iteration": 22219, "loss_box_reg": 0.24238229356706142, "loss_cls": 0.2168589700013399, "loss_mask": 0.25430523976683617, "loss_rpn_cls": 0.051024619257077575, "loss_rpn_loc": 0.07900328258983791, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971206441502115, "mask_rcnn/false_negative": 0.09587539171832198, "mask_rcnn/false_positive": 0.11384845146309314, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9981952521484345, "total_loss": 0.8534039522055537}
{"data_time": 0.01691653160378337, "eta_seconds": 245799.02431527153, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.37952787952787953, "fast_rcnn/fg_cls_accuracy": 0.5533962533962533, "iteration": 22239, "loss_box_reg": 0.23200672771781683, "loss_cls": 0.20457824040204287, "loss_mask": 0.26799347810447216, "loss_rpn_cls": 0.04632049798965454, "loss_rpn_loc": 0.06939618429169059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806077625382137, "mask_rcnn/false_negative": 0.09455027762379367, "mask_rcnn/false_positive": 0.1526380837016119, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9885726128704846, "total_loss": 0.8162121840287}
{"data_time": 0.015981286764144897, "eta_seconds": 245747.00875645503, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3995626025150355, "fast_rcnn/fg_cls_accuracy": 0.5291449671305388, "iteration": 22259, "loss_box_reg": 0.24943305552005768, "loss_cls": 0.2178914938122034, "loss_mask": 0.26830613426864147, "loss_rpn_cls": 0.041965891141444445, "loss_rpn_loc": 0.06942604342475533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824904650488916, "mask_rcnn/false_negative": 0.10159730967014588, "mask_rcnn/false_positive": 0.13592732372671174, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9785792781040072, "total_loss": 0.8292353197466582}
{"data_time": 0.0161070441827178, "eta_seconds": 245709.47486724705, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3976047904191617, "fast_rcnn/fg_cls_accuracy": 0.5594855743059336, "iteration": 22279, "loss_box_reg": 0.2604211289435625, "loss_cls": 0.2178756333887577, "loss_mask": 0.2790452856570482, "loss_rpn_cls": 0.05271253676619381, "loss_rpn_loc": 0.10870513343252242, "lr": 0.0001, "mask_rcnn/accuracy": 0.873489144245378, "mask_rcnn/false_negative": 0.10778388942812869, "mask_rcnn/false_positive": 0.14025424025170793, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.996656559407711, "total_loss": 0.9023357057012618}
{"data_time": 0.013401493430137634, "eta_seconds": 245513.4355631424, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3814364029573002, "fast_rcnn/fg_cls_accuracy": 0.567425847457627, "iteration": 22299, "loss_box_reg": 0.24277752079069614, "loss_cls": 0.20728660095483065, "loss_mask": 0.2561585661023855, "loss_rpn_cls": 0.044381218729540706, "loss_rpn_loc": 0.08619996439665556, "lr": 0.0001, "mask_rcnn/accuracy": 0.883983716301669, "mask_rcnn/false_negative": 0.10264372522507474, "mask_rcnn/false_positive": 0.12758956546778183, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9700407267082483, "total_loss": 0.8124843423720449}
{"data_time": 0.016538316616788507, "eta_seconds": 245687.49143779278, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33797481860862144, "fast_rcnn/fg_cls_accuracy": 0.6204791499599038, "iteration": 22319, "loss_box_reg": 0.23310441616922617, "loss_cls": 0.21883149724453688, "loss_mask": 0.2635700237005949, "loss_rpn_cls": 0.050580986542627215, "loss_rpn_loc": 0.07863999996334314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786993955929017, "mask_rcnn/false_negative": 0.1039237530996641, "mask_rcnn/false_positive": 0.1354874203681366, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0179935295600444, "total_loss": 0.8860036602709442}
{"data_time": 0.023333005839958787, "eta_seconds": 245699.8157972237, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3513445378151261, "fast_rcnn/fg_cls_accuracy": 0.6166674296177614, "iteration": 22339, "loss_box_reg": 0.25053028017282486, "loss_cls": 0.22042635269463062, "loss_mask": 0.2645087745040655, "loss_rpn_cls": 0.04542096215300262, "loss_rpn_loc": 0.0777638757135719, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762409608979158, "mask_rcnn/false_negative": 0.10443996568094527, "mask_rcnn/false_positive": 0.13422383652803452, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9992742801550776, "total_loss": 0.85497379838489}
{"data_time": 0.01829197071492672, "eta_seconds": 245797.54143017344, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.39417790976068395, "fast_rcnn/fg_cls_accuracy": 0.5707594021406606, "iteration": 22359, "loss_box_reg": 0.23561634682118893, "loss_cls": 0.21477949060499668, "loss_mask": 0.2729094345122576, "loss_rpn_cls": 0.05443488364107907, "loss_rpn_loc": 0.08914208831265569, "lr": 0.0001, "mask_rcnn/accuracy": 0.873224465546715, "mask_rcnn/false_negative": 0.11180666592543984, "mask_rcnn/false_positive": 0.1354154633653271, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0169330583885312, "total_loss": 0.8836302401032299}
{"data_time": 0.020774831296876073, "eta_seconds": 246067.24888681434, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.41704144398507614, "fast_rcnn/fg_cls_accuracy": 0.5420248464943596, "iteration": 22379, "loss_box_reg": 0.23845463246107101, "loss_cls": 0.19978441670536995, "loss_mask": 0.2700686138123274, "loss_rpn_cls": 0.04372879886068404, "loss_rpn_loc": 0.08034848258830607, "lr": 0.0001, "mask_rcnn/accuracy": 0.871902509895266, "mask_rcnn/false_negative": 0.09799800215318782, "mask_rcnn/false_positive": 0.13959833862214327, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9878997111227363, "total_loss": 0.850493436679244}
{"data_time": 0.01940546603873372, "eta_seconds": 245667.69032832235, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.39215587044534417, "fast_rcnn/fg_cls_accuracy": 0.5623868588669125, "iteration": 22399, "loss_box_reg": 0.24207507260143757, "loss_cls": 0.21924686152487993, "loss_mask": 0.26248573884367943, "loss_rpn_cls": 0.04409722168929875, "loss_rpn_loc": 0.0915317622711882, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926675283302922, "mask_rcnn/false_negative": 0.08806250164775094, "mask_rcnn/false_positive": 0.13736249600987271, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9515723476652056, "total_loss": 0.8542851584497839}
{"data_time": 0.01665792940184474, "eta_seconds": 245660.0992649328, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.35971640654739245, "fast_rcnn/fg_cls_accuracy": 0.5823589864546128, "iteration": 22419, "loss_box_reg": 0.2608399000018835, "loss_cls": 0.21389590203762054, "loss_mask": 0.27161054499447346, "loss_rpn_cls": 0.04640831344295293, "loss_rpn_loc": 0.07221225230023265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842755584235912, "mask_rcnn/false_negative": 0.09853968049480095, "mask_rcnn/false_positive": 0.12572376975661992, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9992801153566688, "total_loss": 0.8852678021066822}
{"data_time": 0.015811840072274208, "eta_seconds": 245718.13663565554, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.35189520624303233, "fast_rcnn/fg_cls_accuracy": 0.6226831312235039, "iteration": 22439, "loss_box_reg": 0.23697256483137608, "loss_cls": 0.20020526461303234, "loss_mask": 0.2587279509752989, "loss_rpn_cls": 0.04671252495609224, "loss_rpn_loc": 0.07698367047123611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813920911828204, "mask_rcnn/false_negative": 0.10073646285528357, "mask_rcnn/false_positive": 0.13381120773400285, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.0003890765365213, "total_loss": 0.8491724077612162}
{"data_time": 0.01680081570520997, "eta_seconds": 245858.47852242645, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3498552704328878, "fast_rcnn/fg_cls_accuracy": 0.6163565676201055, "iteration": 22459, "loss_box_reg": 0.24028868228197098, "loss_cls": 0.2096043210476637, "loss_mask": 0.2776754293590784, "loss_rpn_cls": 0.05033105472102761, "loss_rpn_loc": 0.08053860859945416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842984912937326, "mask_rcnn/false_negative": 0.09338005550232592, "mask_rcnn/false_positive": 0.13396838704927072, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9917096470016986, "total_loss": 0.863347009755671}
{"data_time": 0.014859633054584265, "eta_seconds": 245600.56454502046, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.381578947368421, "fast_rcnn/fg_cls_accuracy": 0.5671113306982871, "iteration": 22479, "loss_box_reg": 0.251641308888793, "loss_cls": 0.21240385435521603, "loss_mask": 0.2577409688383341, "loss_rpn_cls": 0.05008181184530258, "loss_rpn_loc": 0.08969478355720639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780078638421771, "mask_rcnn/false_negative": 0.1049859775667794, "mask_rcnn/false_positive": 0.13677270600676517, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9752936381846666, "total_loss": 0.8575751981697977}
{"data_time": 0.016804133541882038, "eta_seconds": 245580.71963838302, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.40919979129114886, "fast_rcnn/fg_cls_accuracy": 0.5381277533039648, "iteration": 22499, "loss_box_reg": 0.23785128444433212, "loss_cls": 0.20597563032060862, "loss_mask": 0.2613458801060915, "loss_rpn_cls": 0.043840189347974956, "loss_rpn_loc": 0.08360873651690781, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879780051818403, "mask_rcnn/false_negative": 0.08879963466924361, "mask_rcnn/false_positive": 0.12985624719973415, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.011654218658805, "total_loss": 0.8131536401342601}
{"data_time": 0.02017982304096222, "eta_seconds": 245681.56516443007, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.37583450228595183, "fast_rcnn/fg_cls_accuracy": 0.6021537488581266, "iteration": 22519, "loss_box_reg": 0.231301324442029, "loss_cls": 0.2003138456493616, "loss_mask": 0.2640326954424381, "loss_rpn_cls": 0.0448016868904233, "loss_rpn_loc": 0.07464451342821121, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803180500344008, "mask_rcnn/false_negative": 0.10542616814236283, "mask_rcnn/false_positive": 0.13393816785758217, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9933071660343558, "total_loss": 0.8251434138510376}
{"data_time": 0.023951427079737186, "eta_seconds": 245593.48794190213, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3643578643578643, "fast_rcnn/fg_cls_accuracy": 0.6092796092796093, "iteration": 22539, "loss_box_reg": 0.2531640660017729, "loss_cls": 0.22603785805404186, "loss_mask": 0.2683770414441824, "loss_rpn_cls": 0.04945466388016939, "loss_rpn_loc": 0.08898734510876238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858192240237441, "mask_rcnn/false_negative": 0.10765460117793142, "mask_rcnn/false_positive": 0.12735015045693446, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9923971996176988, "total_loss": 0.9367379131726921}
{"data_time": 0.021048623835667968, "eta_seconds": 245528.31516232342, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.43646951827729863, "fast_rcnn/fg_cls_accuracy": 0.5399879534198903, "iteration": 22559, "loss_box_reg": 0.23165807034820318, "loss_cls": 0.18232874851673841, "loss_mask": 0.26191364228725433, "loss_rpn_cls": 0.04103039996698499, "loss_rpn_loc": 0.0683817791286856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858441657247196, "mask_rcnn/false_negative": 0.0985153875548005, "mask_rcnn/false_positive": 0.11942936268145124, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.989083508728072, "total_loss": 0.7898522245232016}
{"data_time": 0.015046939486637712, "eta_seconds": 245503.83704302832, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.38780061285716577, "fast_rcnn/fg_cls_accuracy": 0.5815313718539525, "iteration": 22579, "loss_box_reg": 0.25888222455978394, "loss_cls": 0.23026244714856148, "loss_mask": 0.26984369941055775, "loss_rpn_cls": 0.0424668526975438, "loss_rpn_loc": 0.08116305654402822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803824897523693, "mask_rcnn/false_negative": 0.10132408618733504, "mask_rcnn/false_positive": 0.13876337810142284, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9810853938106447, "total_loss": 0.8733845679089427}
{"data_time": 0.02196814422495663, "eta_seconds": 245483.99193454534, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3758981208548268, "fast_rcnn/fg_cls_accuracy": 0.6087323736780259, "iteration": 22599, "loss_box_reg": 0.2573187481611967, "loss_cls": 0.21525144297629595, "loss_mask": 0.27026939019560814, "loss_rpn_cls": 0.050313096260651946, "loss_rpn_loc": 0.08219330385327339, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810035413536483, "mask_rcnn/false_negative": 0.09931718990888022, "mask_rcnn/false_positive": 0.1306412336579217, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9909666106104851, "total_loss": 0.8747862986056134}
{"data_time": 0.014708427479490638, "eta_seconds": 245429.64301464614, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.34000196136118466, "fast_rcnn/fg_cls_accuracy": 0.6163779012749264, "iteration": 22619, "loss_box_reg": 0.22406925912946463, "loss_cls": 0.1994486227631569, "loss_mask": 0.2488943487405777, "loss_rpn_cls": 0.04763782536610961, "loss_rpn_loc": 0.07413439592346549, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969852536388039, "mask_rcnn/false_negative": 0.07770500023144138, "mask_rcnn/false_positive": 0.13690901600958422, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9786566554103047, "total_loss": 0.8762794248759747}
{"data_time": 0.018510148394852877, "eta_seconds": 245704.38952051103, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.4042238009555128, "fast_rcnn/fg_cls_accuracy": 0.5399613873180618, "iteration": 22639, "loss_box_reg": 0.2425345778465271, "loss_cls": 0.2385939098894596, "loss_mask": 0.26953018829226494, "loss_rpn_cls": 0.04199721780605614, "loss_rpn_loc": 0.07130945671815425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741375858327393, "mask_rcnn/false_negative": 0.10352246891013367, "mask_rcnn/false_positive": 0.1561379984667566, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9988308034371585, "total_loss": 0.8333399092080072}
{"data_time": 0.015745860990136862, "eta_seconds": 245574.2273888085, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.403448275862069, "fast_rcnn/fg_cls_accuracy": 0.5793574682330376, "iteration": 22659, "loss_box_reg": 0.22626513708382845, "loss_cls": 0.1999183464795351, "loss_mask": 0.25532584078609943, "loss_rpn_cls": 0.040683557046577334, "loss_rpn_loc": 0.08224091574084014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887279766659415, "mask_rcnn/false_negative": 0.09607718612095949, "mask_rcnn/false_positive": 0.11861676045153333, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9837723607197404, "total_loss": 0.8084942497080192}
{"data_time": 0.022664742544293404, "eta_seconds": 245637.32365694828, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3481749528005035, "fast_rcnn/fg_cls_accuracy": 0.6300392316017316, "iteration": 22679, "loss_box_reg": 0.2361065186560154, "loss_cls": 0.20047334861010313, "loss_mask": 0.2642915342003107, "loss_rpn_cls": 0.04396849742624909, "loss_rpn_loc": 0.08088826888706535, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863825418820459, "mask_rcnn/false_negative": 0.10455316702931575, "mask_rcnn/false_positive": 0.1237760189494049, "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": 0.960069488035515, "total_loss": 0.8199796722619794}
{"data_time": 0.021292493445798755, "eta_seconds": 245534.51295080595, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3601008228927274, "fast_rcnn/fg_cls_accuracy": 0.5703386158227064, "iteration": 22699, "loss_box_reg": 0.22941801603883505, "loss_cls": 0.21261454932391644, "loss_mask": 0.2575022056698799, "loss_rpn_cls": 0.04074808082077652, "loss_rpn_loc": 0.07267597934696823, "lr": 0.0001, "mask_rcnn/accuracy": 0.893797068712618, "mask_rcnn/false_negative": 0.1000517379342915, "mask_rcnn/false_positive": 0.11029847906606202, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0284269030671567, "total_loss": 0.7961469317087904}
{"data_time": 0.017076247138902545, "eta_seconds": 245624.92497021332, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.38515327464568894, "fast_rcnn/fg_cls_accuracy": 0.5801119230664746, "iteration": 22719, "loss_box_reg": 0.2661381233483553, "loss_cls": 0.25434399023652077, "loss_mask": 0.2690835688263178, "loss_rpn_cls": 0.048357381543610245, "loss_rpn_loc": 0.09227292542345822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872722661337713, "mask_rcnn/false_negative": 0.09450345417676018, "mask_rcnn/false_positive": 0.11016655068321496, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0124309959355742, "total_loss": 0.9236822456587106}
{"data_time": 0.027400697115808725, "eta_seconds": 245605.0588326389, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3398924308015217, "fast_rcnn/fg_cls_accuracy": 0.6093565525383706, "iteration": 22739, "loss_box_reg": 0.25447705015540123, "loss_cls": 0.20719405822455883, "loss_mask": 0.26059180311858654, "loss_rpn_cls": 0.041899990290403366, "loss_rpn_loc": 0.07950283342506737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907069451712308, "mask_rcnn/false_negative": 0.08185440345713657, "mask_rcnn/false_positive": 0.12419543482182374, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.004584999056533, "total_loss": 0.8457202040590346}
{"data_time": 0.02799826650880277, "eta_seconds": 245585.19269506447, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.38031014687243714, "fast_rcnn/fg_cls_accuracy": 0.5854105108972902, "iteration": 22759, "loss_box_reg": 0.26940834149718285, "loss_cls": 0.221138508990407, "loss_mask": 0.2674203384667635, "loss_rpn_cls": 0.04559113644063473, "loss_rpn_loc": 0.0742301371647045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899106564585999, "mask_rcnn/false_negative": 0.08688614121675989, "mask_rcnn/false_positive": 0.1357030862645781, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9752816788386554, "total_loss": 0.8703359082574025}
{"data_time": 0.019926738692447543, "eta_seconds": 245355.2981855534, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3407239148684016, "fast_rcnn/fg_cls_accuracy": 0.6370333544246588, "iteration": 22779, "loss_box_reg": 0.24131036549806595, "loss_cls": 0.20620284508913755, "loss_mask": 0.2636871300637722, "loss_rpn_cls": 0.05007507582195103, "loss_rpn_loc": 0.08412200165912509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813208698277087, "mask_rcnn/false_negative": 0.10727056626138712, "mask_rcnn/false_positive": 0.13249568138980733, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0047413501888514, "total_loss": 0.8591602738015354}
{"data_time": 0.025252060731872916, "eta_seconds": 245056.39023017138, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.34099645180366644, "fast_rcnn/fg_cls_accuracy": 0.6319716304845189, "iteration": 22799, "loss_box_reg": 0.23575405962765217, "loss_cls": 0.19596469029784203, "loss_mask": 0.25747727788984776, "loss_rpn_cls": 0.042334160301834345, "loss_rpn_loc": 0.09010872454382479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917843389693965, "mask_rcnn/false_negative": 0.09433859305632636, "mask_rcnn/false_positive": 0.12242619451708367, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9758450041990727, "total_loss": 0.8409507462056354}
{"data_time": 0.016123234992846847, "eta_seconds": 245090.0310880039, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.39507343904738046, "fast_rcnn/fg_cls_accuracy": 0.565095328124644, "iteration": 22819, "loss_box_reg": 0.2520261872559786, "loss_cls": 0.22641031444072723, "loss_mask": 0.2648938838392496, "loss_rpn_cls": 0.05496826069429517, "loss_rpn_loc": 0.08382241451181471, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787738915144603, "mask_rcnn/false_negative": 0.10358606605030479, "mask_rcnn/false_positive": 0.1355553239699489, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0119709845166653, "total_loss": 0.897932666586712}
{"data_time": 0.017325027845799923, "eta_seconds": 245003.47551967017, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.4102105336297943, "fast_rcnn/fg_cls_accuracy": 0.5491261398176293, "iteration": 22839, "loss_box_reg": 0.24465884268283844, "loss_cls": 0.21996242739260197, "loss_mask": 0.26902744360268116, "loss_rpn_cls": 0.0456187785603106, "loss_rpn_loc": 0.10107340314425528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870710943889608, "mask_rcnn/false_negative": 0.09721608665544557, "mask_rcnn/false_positive": 0.13291771058669827, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.984490278409794, "total_loss": 0.8789358183275908}
{"data_time": 0.014827233739197254, "eta_seconds": 244996.91052380484, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3571139467013186, "fast_rcnn/fg_cls_accuracy": 0.620012501302219, "iteration": 22859, "loss_box_reg": 0.22970719449222088, "loss_cls": 0.19616876915097237, "loss_mask": 0.26586890406906605, "loss_rpn_cls": 0.04765936825424433, "loss_rpn_loc": 0.07948852563276887, "lr": 0.0001, "mask_rcnn/accuracy": 0.87861197873642, "mask_rcnn/false_negative": 0.09640943578995506, "mask_rcnn/false_positive": 0.1323592538890483, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.999312145402655, "total_loss": 0.8058682295668405}
{"data_time": 0.01790603413246572, "eta_seconds": 244996.04772573337, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.35822805623304377, "fast_rcnn/fg_cls_accuracy": 0.5719254658385093, "iteration": 22879, "loss_box_reg": 0.24616228975355625, "loss_cls": 0.21792899444699287, "loss_mask": 0.2703420761972666, "loss_rpn_cls": 0.05493247788399458, "loss_rpn_loc": 0.08790118517936207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8755309596978372, "mask_rcnn/false_negative": 0.0874488593811322, "mask_rcnn/false_positive": 0.1316234180323193, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0074984659440815, "total_loss": 0.872278327238746}
{"data_time": 0.019122145837172866, "eta_seconds": 245010.70750807412, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.361129679144385, "fast_rcnn/fg_cls_accuracy": 0.6207420814479638, "iteration": 22899, "loss_box_reg": 0.23230422660708427, "loss_cls": 0.20389954280108213, "loss_mask": 0.26786983758211136, "loss_rpn_cls": 0.04972226871177554, "loss_rpn_loc": 0.09032053221017122, "lr": 0.0001, "mask_rcnn/accuracy": 0.881585120123999, "mask_rcnn/false_negative": 0.10561064929530348, "mask_rcnn/false_positive": 0.1304363841152701, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.050334277562797, "total_loss": 0.8567866907687858}
{"data_time": 0.02172955800779164, "eta_seconds": 245126.78021949716, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.33572099376760867, "fast_rcnn/fg_cls_accuracy": 0.6200160381932789, "iteration": 22919, "loss_box_reg": 0.2520122639834881, "loss_cls": 0.2153326217085123, "loss_mask": 0.27007488906383514, "loss_rpn_cls": 0.04346412164159119, "loss_rpn_loc": 0.07014416391029954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905924320277562, "mask_rcnn/false_negative": 0.08914239386810993, "mask_rcnn/false_positive": 0.13257621614469114, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9967728571500629, "total_loss": 0.8332515577785671}
{"data_time": 0.015230450313538313, "eta_seconds": 245196.50501465425, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4202665441176471, "fast_rcnn/fg_cls_accuracy": 0.5387909252905663, "iteration": 22939, "loss_box_reg": 0.24533219076693058, "loss_cls": 0.21662500966340303, "loss_mask": 0.2761574536561966, "loss_rpn_cls": 0.051846160320565104, "loss_rpn_loc": 0.09609944699332118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8733058649302486, "mask_rcnn/false_negative": 0.10794436650452843, "mask_rcnn/false_positive": 0.15676869469930738, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.988003573846072, "total_loss": 0.9149648642051034}
{"data_time": 0.014579023933038116, "eta_seconds": 245000.35602599382, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3376495690737177, "fast_rcnn/fg_cls_accuracy": 0.6149732620320856, "iteration": 22959, "loss_box_reg": 0.25177759677171707, "loss_cls": 0.22325672768056393, "loss_mask": 0.269543768838048, "loss_rpn_cls": 0.044941200176253915, "loss_rpn_loc": 0.09478115994716063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808354120124382, "mask_rcnn/false_negative": 0.09368517507739335, "mask_rcnn/false_positive": 0.1303948901267455, "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": 0.9957367496099323, "total_loss": 0.9112375570693985}
{"data_time": 0.017359339399263263, "eta_seconds": 245225.33559540287, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.34280792420327305, "fast_rcnn/fg_cls_accuracy": 0.6285368217054264, "iteration": 22979, "loss_box_reg": 0.25413492508232594, "loss_cls": 0.20963351987302303, "loss_mask": 0.27030395343899727, "loss_rpn_cls": 0.04825005657039583, "loss_rpn_loc": 0.07622832199558616, "lr": 0.0001, "mask_rcnn/accuracy": 0.887379944891789, "mask_rcnn/false_negative": 0.088841701505948, "mask_rcnn/false_positive": 0.13457062881948728, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9905646231491119, "total_loss": 0.8781696218065917}
{"data_time": 0.015757872024551034, "eta_seconds": 245205.4809005931, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.33547464735036214, "fast_rcnn/fg_cls_accuracy": 0.6227409638554218, "iteration": 22999, "loss_box_reg": 0.2518294770270586, "loss_cls": 0.21294492902234197, "loss_mask": 0.26817576587200165, "loss_rpn_cls": 0.042587249306961894, "loss_rpn_loc": 0.07754294230835512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843436963897012, "mask_rcnn/false_negative": 0.09519549413096542, "mask_rcnn/false_positive": 0.12872973995029643, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9888320183381438, "total_loss": 0.8490812894888222}
{"data_time": 0.02507867105305195, "eta_seconds": 245185.62620578334, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3868466833068603, "fast_rcnn/fg_cls_accuracy": 0.6006042296072507, "iteration": 23019, "loss_box_reg": 0.24597680382430553, "loss_cls": 0.20101103838533163, "loss_mask": 0.26858074590563774, "loss_rpn_cls": 0.04574231198057532, "loss_rpn_loc": 0.08186298422515392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779916737591311, "mask_rcnn/false_negative": 0.10094315135026716, "mask_rcnn/false_positive": 0.15125056628422728, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.997444988694042, "total_loss": 0.8450937448069453}
{"data_time": 0.017665943829342723, "eta_seconds": 244933.23467681184, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3292410714285714, "fast_rcnn/fg_cls_accuracy": 0.6352216748768473, "iteration": 23039, "loss_box_reg": 0.2651004046201706, "loss_cls": 0.22834508307278156, "loss_mask": 0.2673512380570173, "loss_rpn_cls": 0.05648651719093323, "loss_rpn_loc": 0.09667763649486005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874116493401871, "mask_rcnn/false_negative": 0.11287707322122789, "mask_rcnn/false_positive": 0.1131027450021601, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0088839009404182, "total_loss": 0.9159080008976161}
{"data_time": 0.014971751952543855, "eta_seconds": 244931.7286858987, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.36468253968253966, "fast_rcnn/fg_cls_accuracy": 0.6146277135321566, "iteration": 23059, "loss_box_reg": 0.22764987125992775, "loss_cls": 0.197462840937078, "loss_mask": 0.2500016912817955, "loss_rpn_cls": 0.04496170300990343, "loss_rpn_loc": 0.07030941371340305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936292521770232, "mask_rcnn/false_negative": 0.09694455594848363, "mask_rcnn/false_positive": 0.11429636166750545, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.9927859958261251, "total_loss": 0.8166310612577945}
{"data_time": 0.025604771682992578, "eta_seconds": 245126.06212135404, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.39804122791361773, "fast_rcnn/fg_cls_accuracy": 0.586940032125647, "iteration": 23079, "loss_box_reg": 0.2578653544187546, "loss_cls": 0.21317209023982286, "loss_mask": 0.27195364981889725, "loss_rpn_cls": 0.04707141756080091, "loss_rpn_loc": 0.08266987837851048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8665853365688013, "mask_rcnn/false_negative": 0.12103481111235426, "mask_rcnn/false_positive": 0.13840525733705322, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.005617436952889, "total_loss": 0.8653659546398558}
{"data_time": 0.023063056636601686, "eta_seconds": 244873.72708821204, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.37674180327868856, "fast_rcnn/fg_cls_accuracy": 0.5793465131568888, "iteration": 23099, "loss_box_reg": 0.2297265511006117, "loss_cls": 0.19794640550389886, "loss_mask": 0.25933349318802357, "loss_rpn_cls": 0.039645432494580746, "loss_rpn_loc": 0.08404001360759139, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838239804118369, "mask_rcnn/false_negative": 0.09559719341562718, "mask_rcnn/false_positive": 0.13361067879945657, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9842545504216105, "total_loss": 0.7847091427538544}
{"data_time": 0.01987709617242217, "eta_seconds": 245086.3527317345, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.36796536796536794, "fast_rcnn/fg_cls_accuracy": 0.5890733091126263, "iteration": 23119, "loss_box_reg": 0.2495680171996355, "loss_cls": 0.20819617714732885, "loss_mask": 0.2747134752571583, "loss_rpn_cls": 0.04633994330652058, "loss_rpn_loc": 0.08785572648048401, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773352980507434, "mask_rcnn/false_negative": 0.10000897828956859, "mask_rcnn/false_positive": 0.1421145694622161, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9795984525699168, "total_loss": 0.8829478858970106}
{"data_time": 0.01650026417337358, "eta_seconds": 244834.05536247883, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.41530054644808745, "fast_rcnn/fg_cls_accuracy": 0.5665425150074388, "iteration": 23139, "loss_box_reg": 0.24277805909514427, "loss_cls": 0.22507219575345516, "loss_mask": 0.2650385294109583, "loss_rpn_cls": 0.04488278669305146, "loss_rpn_loc": 0.08065742312464863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793288381358748, "mask_rcnn/false_negative": 0.10270860067091192, "mask_rcnn/false_positive": 0.14043484853418353, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9872018380556256, "total_loss": 0.8737971233204007}
{"data_time": 0.014392281416803598, "eta_seconds": 245092.466505412, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.39239389055184587, "fast_rcnn/fg_cls_accuracy": 0.5456512717139977, "iteration": 23159, "loss_box_reg": 0.26689033303409815, "loss_cls": 0.2235282100737095, "loss_mask": 0.26562804728746414, "loss_rpn_cls": 0.04656510381028056, "loss_rpn_loc": 0.08601214038208127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797828075052515, "mask_rcnn/false_negative": 0.10096841924964182, "mask_rcnn/false_positive": 0.13535274548422838, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.015666657825932, "total_loss": 0.8995717176003382}
{"data_time": 0.01374680851586163, "eta_seconds": 245072.6080978196, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3378866408972212, "fast_rcnn/fg_cls_accuracy": 0.6085278170674211, "iteration": 23179, "loss_box_reg": 0.24279552837833762, "loss_cls": 0.21932458505034447, "loss_mask": 0.259235305711627, "loss_rpn_cls": 0.03896554349921644, "loss_rpn_loc": 0.07288064993917942, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020967462233083, "mask_rcnn/false_negative": 0.09054740603886119, "mask_rcnn/false_positive": 0.1072892944083782, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0380106538068503, "total_loss": 0.8295469104195945}
{"data_time": 0.013054116163402796, "eta_seconds": 245052.7496902272, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3874708126060536, "fast_rcnn/fg_cls_accuracy": 0.579838668417552, "iteration": 23199, "loss_box_reg": 0.23876864649355412, "loss_cls": 0.21544156409800053, "loss_mask": 0.2754451781511307, "loss_rpn_cls": 0.045089552411809564, "loss_rpn_loc": 0.0887992032803595, "lr": 0.0001, "mask_rcnn/accuracy": 0.874030927416938, "mask_rcnn/false_negative": 0.10489370095197145, "mask_rcnn/false_positive": 0.14580299351355885, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9943356758449227, "total_loss": 0.8703786651603878}
{"data_time": 0.019404097460210323, "eta_seconds": 245132.86247821525, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.32762065487274983, "fast_rcnn/fg_cls_accuracy": 0.6328323818694546, "iteration": 23219, "loss_box_reg": 0.22588814608752728, "loss_cls": 0.21643703151494265, "loss_mask": 0.2460199035704136, "loss_rpn_cls": 0.045473729027435184, "loss_rpn_loc": 0.0857083125738427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991728393985238, "mask_rcnn/false_negative": 0.08945912068629833, "mask_rcnn/false_positive": 0.11978632043723758, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.010493433335796, "total_loss": 0.8423435083823279}
{"data_time": 0.01924488670192659, "eta_seconds": 245575.6851204671, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.36923076923076925, "fast_rcnn/fg_cls_accuracy": 0.5633779264214047, "iteration": 23239, "loss_box_reg": 0.2600676715373993, "loss_cls": 0.21674071718007326, "loss_mask": 0.2709412947297096, "loss_rpn_cls": 0.05105834361165762, "loss_rpn_loc": 0.07626382098533213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841463698960164, "mask_rcnn/false_negative": 0.0947660990883166, "mask_rcnn/false_positive": 0.1378524109317438, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0356517834588885, "total_loss": 0.8578766064019874}
{"data_time": 0.022113774670287967, "eta_seconds": 245637.93173571117, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3017569578155085, "fast_rcnn/fg_cls_accuracy": 0.6702772064234899, "iteration": 23259, "loss_box_reg": 0.22507456876337528, "loss_cls": 0.1953994920477271, "loss_mask": 0.2639086414128542, "loss_rpn_cls": 0.03709017694927752, "loss_rpn_loc": 0.06942990247625858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853300406143023, "mask_rcnn/false_negative": 0.09454836192206464, "mask_rcnn/false_positive": 0.12345662884614247, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.9975308608263731, "total_loss": 0.775094117037952}
{"data_time": 0.02120476891286671, "eta_seconds": 245738.31811599433, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.3710440385880834, "fast_rcnn/fg_cls_accuracy": 0.594183538274552, "iteration": 23279, "loss_box_reg": 0.25621000677347183, "loss_cls": 0.22519868146628141, "loss_mask": 0.2592482902109623, "loss_rpn_cls": 0.04787076229695231, "loss_rpn_loc": 0.08193342993035913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816508509208218, "mask_rcnn/false_negative": 0.11415952770629723, "mask_rcnn/false_positive": 0.13095070540851445, "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": 0.9999848869629204, "total_loss": 0.9003236829303205}
{"data_time": 0.02320173173211515, "eta_seconds": 246077.54864434246, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.38255926463473633, "fast_rcnn/fg_cls_accuracy": 0.567955629276384, "iteration": 23299, "loss_box_reg": 0.24442616291344166, "loss_cls": 0.20407522656023502, "loss_mask": 0.29010842368006706, "loss_rpn_cls": 0.04674708587117493, "loss_rpn_loc": 0.0868928141426295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8595447325271572, "mask_rcnn/false_negative": 0.10611465436104556, "mask_rcnn/false_positive": 0.15208089802721741, "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": 1.0151035892777145, "total_loss": 0.8405445127282292}
{"data_time": 0.01503651193343103, "eta_seconds": 245719.24317775294, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.4159906588003933, "fast_rcnn/fg_cls_accuracy": 0.5574189554770966, "iteration": 23319, "loss_box_reg": 0.24011868610978127, "loss_cls": 0.2055661603808403, "loss_mask": 0.26448601484298706, "loss_rpn_cls": 0.04407958057709038, "loss_rpn_loc": 0.07857886282727122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787529348022395, "mask_rcnn/false_negative": 0.09279436619027275, "mask_rcnn/false_positive": 0.1400940787383002, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9681695434264839, "total_loss": 0.8279489255510271}
{"data_time": 0.021065243519842625, "eta_seconds": 245657.64555273112, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.37038590604026844, "fast_rcnn/fg_cls_accuracy": 0.5815240229724051, "iteration": 23339, "loss_box_reg": 0.24646898172795773, "loss_cls": 0.18888753419741988, "loss_mask": 0.25129518285393715, "loss_rpn_cls": 0.04607729730196297, "loss_rpn_loc": 0.09179020230658352, "lr": 0.0001, "mask_rcnn/accuracy": 0.884979657301086, "mask_rcnn/false_negative": 0.0961190404789771, "mask_rcnn/false_positive": 0.12330701715607004, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9869597018696368, "total_loss": 0.8329976128297858}
{"data_time": 0.01762271299958229, "eta_seconds": 245456.26105573028, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.39478319783197835, "fast_rcnn/fg_cls_accuracy": 0.5718105423987776, "iteration": 23359, "loss_box_reg": 0.2488609179854393, "loss_cls": 0.21964669786393642, "loss_mask": 0.276794645935297, "loss_rpn_cls": 0.05354035459458828, "loss_rpn_loc": 0.08665856043808162, "lr": 0.0001, "mask_rcnn/accuracy": 0.879563057492352, "mask_rcnn/false_negative": 0.09974116876733258, "mask_rcnn/false_positive": 0.12006546622645381, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.005790617549792, "total_loss": 0.8863679422065616}
{"data_time": 0.026369647588580847, "eta_seconds": 245402.76226441376, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37233354880413705, "fast_rcnn/fg_cls_accuracy": 0.6011472674176053, "iteration": 23379, "loss_box_reg": 0.24202389642596245, "loss_cls": 0.19910709001123905, "loss_mask": 0.25295358523726463, "loss_rpn_cls": 0.04441107762977481, "loss_rpn_loc": 0.08130549639463425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840963047068539, "mask_rcnn/false_negative": 0.09370281459907533, "mask_rcnn/false_positive": 0.13694667095018215, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9795065519865602, "total_loss": 0.8688201550394297}
{"data_time": 0.015271119074895978, "eta_seconds": 245618.64854525775, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.4349192942942943, "fast_rcnn/fg_cls_accuracy": 0.5329413382848498, "iteration": 23399, "loss_box_reg": 0.23234308324754238, "loss_cls": 0.19910472352057695, "loss_mask": 0.2573108933866024, "loss_rpn_cls": 0.037577662034891546, "loss_rpn_loc": 0.07223867252469063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8720599868446106, "mask_rcnn/false_negative": 0.12234375570127393, "mask_rcnn/false_positive": 0.13926781595546903, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9880838585086167, "total_loss": 0.7912197588011622}
{"data_time": 0.0156254549510777, "eta_seconds": 245481.78494366817, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.39419667480891973, "fast_rcnn/fg_cls_accuracy": 0.5927933673469388, "iteration": 23419, "loss_box_reg": 0.255704078823328, "loss_cls": 0.22054559458047152, "loss_mask": 0.2668649684637785, "loss_rpn_cls": 0.04878240078687668, "loss_rpn_loc": 0.07963302079588175, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927832657885849, "mask_rcnn/false_negative": 0.09248605116994132, "mask_rcnn/false_positive": 0.1294003980366351, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9853606270626187, "total_loss": 0.8557116494048387}
{"data_time": 0.020552073372527957, "eta_seconds": 245578.8077263534, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.4073060402174326, "fast_rcnn/fg_cls_accuracy": 0.5194864791441809, "iteration": 23439, "loss_box_reg": 0.23147820495069027, "loss_cls": 0.19977757707238197, "loss_mask": 0.260048383846879, "loss_rpn_cls": 0.04026534711010754, "loss_rpn_loc": 0.06459722598083317, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767975448779021, "mask_rcnn/false_negative": 0.09700366586908533, "mask_rcnn/false_positive": 0.16895973887375076, "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": 1.0041642086580396, "total_loss": 0.8282805726630613}
{"data_time": 0.017528242897242308, "eta_seconds": 245654.87137941644, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4118891831541777, "fast_rcnn/fg_cls_accuracy": 0.5659549077270596, "iteration": 23459, "loss_box_reg": 0.2436557887122035, "loss_cls": 0.224011255428195, "loss_mask": 0.2790943868458271, "loss_rpn_cls": 0.050782880862243474, "loss_rpn_loc": 0.10320502612739801, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769445834068814, "mask_rcnn/false_negative": 0.09603154543640754, "mask_rcnn/false_positive": 0.1424521271388069, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0127711745444685, "total_loss": 0.8941509095020592}
{"data_time": 0.014934246661141515, "eta_seconds": 245798.64473018795, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3601510555504489, "fast_rcnn/fg_cls_accuracy": 0.5928394153874437, "iteration": 23479, "loss_box_reg": 0.25170330330729485, "loss_cls": 0.22638245299458504, "loss_mask": 0.26245153695344925, "loss_rpn_cls": 0.04750792938284576, "loss_rpn_loc": 0.07960542687214911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792797750524898, "mask_rcnn/false_negative": 0.10053955815890933, "mask_rcnn/false_positive": 0.147975763838355, "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": 1.0285584970843047, "total_loss": 0.8799142462667078}
{"data_time": 0.02049866854213178, "eta_seconds": 245558.32299939357, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3167180277349769, "fast_rcnn/fg_cls_accuracy": 0.6296676898438542, "iteration": 23499, "loss_box_reg": 0.24078282341361046, "loss_cls": 0.20435932837426662, "loss_mask": 0.2688054330646992, "loss_rpn_cls": 0.04929886828176677, "loss_rpn_loc": 0.07550517097115517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873676580049548, "mask_rcnn/false_negative": 0.0958363337205598, "mask_rcnn/false_positive": 0.12387238851786471, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9826659907121211, "total_loss": 0.8796042811591178}
{"data_time": 0.014774229377508163, "eta_seconds": 245499.12608854473, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3382414000705848, "fast_rcnn/fg_cls_accuracy": 0.6335158285134002, "iteration": 23519, "loss_box_reg": 0.23012165538966656, "loss_cls": 0.19653822388499975, "loss_mask": 0.2582898922264576, "loss_rpn_cls": 0.045703827403485775, "loss_rpn_loc": 0.07522775058168918, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797224587219695, "mask_rcnn/false_negative": 0.09803460713352094, "mask_rcnn/false_positive": 0.1425804104839163, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9799621675629169, "total_loss": 0.8350156922824681}
{"data_time": 0.01540134777314961, "eta_seconds": 245277.12495862506, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3469309031293698, "fast_rcnn/fg_cls_accuracy": 0.623527879693799, "iteration": 23539, "loss_box_reg": 0.24473346769809723, "loss_cls": 0.21159968059509993, "loss_mask": 0.27092257514595985, "loss_rpn_cls": 0.049414832377806306, "loss_rpn_loc": 0.09344132151454687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8702155862344938, "mask_rcnn/false_negative": 0.10152179908853046, "mask_rcnn/false_positive": 0.13239772361911756, "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": 0.9852919306140393, "total_loss": 0.8569291613530368}
{"data_time": 0.018363842042163014, "eta_seconds": 245359.5717879478, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.37107676112911714, "fast_rcnn/fg_cls_accuracy": 0.5968065432002292, "iteration": 23559, "loss_box_reg": 0.23859948478639126, "loss_cls": 0.21410294342786074, "loss_mask": 0.2636728547513485, "loss_rpn_cls": 0.052093111095018685, "loss_rpn_loc": 0.07620364637114108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879976562954581, "mask_rcnn/false_negative": 0.08417355857659865, "mask_rcnn/false_positive": 0.1280640100222507, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9952738031279296, "total_loss": 0.8626761754276231}
{"data_time": 0.01637203455902636, "eta_seconds": 245481.58080036286, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3717232696280992, "fast_rcnn/fg_cls_accuracy": 0.5799071008094188, "iteration": 23579, "loss_box_reg": 0.2619056925177574, "loss_cls": 0.22913099266588688, "loss_mask": 0.2802263330668211, "loss_rpn_cls": 0.04952530516311526, "loss_rpn_loc": 0.07421158743090928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812266813760159, "mask_rcnn/false_negative": 0.10138156000339502, "mask_rcnn/false_positive": 0.1334942227463818, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0012594640720636, "total_loss": 0.9097085834946483}
{"data_time": 0.01563815539702773, "eta_seconds": 245572.2047790885, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36190889789615904, "fast_rcnn/fg_cls_accuracy": 0.6050802139037432, "iteration": 23599, "loss_box_reg": 0.23901931382715702, "loss_cls": 0.20588021352887154, "loss_mask": 0.26573588140308857, "loss_rpn_cls": 0.05260428041219711, "loss_rpn_loc": 0.08061512722633779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813925209896175, "mask_rcnn/false_negative": 0.10455022349512863, "mask_rcnn/false_positive": 0.11946687937797132, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9790035316254944, "total_loss": 0.8500646078027785}
{"data_time": 0.019403520738705993, "eta_seconds": 245552.27197025903, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.36990691956445376, "fast_rcnn/fg_cls_accuracy": 0.6049605382657304, "iteration": 23619, "loss_box_reg": 0.24557777773588896, "loss_cls": 0.2090804548934102, "loss_mask": 0.27526018023490906, "loss_rpn_cls": 0.039976054453291, "loss_rpn_loc": 0.08666173228994012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822949130391072, "mask_rcnn/false_negative": 0.10261897666043546, "mask_rcnn/false_positive": 0.13530163318041716, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9678779514506459, "total_loss": 0.868588924407959}
{"data_time": 0.01468097628094256, "eta_seconds": 245532.33916142955, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3075, "fast_rcnn/fg_cls_accuracy": 0.68625, "iteration": 23639, "loss_box_reg": 0.24676414765417576, "loss_cls": 0.20641828700900078, "loss_mask": 0.2681015860289335, "loss_rpn_cls": 0.0509229174349457, "loss_rpn_loc": 0.07896641630213708, "lr": 0.0001, "mask_rcnn/accuracy": 0.903345465341309, "mask_rcnn/false_negative": 0.09390068888833292, "mask_rcnn/false_positive": 0.12547504697840267, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0007994265761226, "total_loss": 0.8346564774401486}
{"data_time": 0.01701269601471722, "eta_seconds": 245380.56739260443, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4118995773024209, "fast_rcnn/fg_cls_accuracy": 0.5487668669061491, "iteration": 23659, "loss_box_reg": 0.2538302820175886, "loss_cls": 0.2122237253934145, "loss_mask": 0.27826565131545067, "loss_rpn_cls": 0.04206567967776209, "loss_rpn_loc": 0.08675595931708813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809555303602923, "mask_rcnn/false_negative": 0.0965108047977211, "mask_rcnn/false_positive": 0.14116595688864264, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9413066625129431, "total_loss": 0.9169161792378873}
{"data_time": 0.024904528399929404, "eta_seconds": 245492.4735437706, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.33126482548288716, "fast_rcnn/fg_cls_accuracy": 0.651170267489712, "iteration": 23679, "loss_box_reg": 0.2570071164518595, "loss_cls": 0.21238293405622244, "loss_mask": 0.2555978503078222, "loss_rpn_cls": 0.046329416800290346, "loss_rpn_loc": 0.08397689182311296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867455181311088, "mask_rcnn/false_negative": 0.09903319754491682, "mask_rcnn/false_positive": 0.12742508613390371, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.001017474103719, "total_loss": 0.8909036666154861}
{"data_time": 0.025430114939808846, "eta_seconds": 245579.28848387673, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34989308624376336, "fast_rcnn/fg_cls_accuracy": 0.6082706766917293, "iteration": 23699, "loss_box_reg": 0.24890018068253994, "loss_cls": 0.2306047584861517, "loss_mask": 0.270672719925642, "loss_rpn_cls": 0.05258859973400831, "loss_rpn_loc": 0.08180171181447804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834008775259434, "mask_rcnn/false_negative": 0.10331275492009043, "mask_rcnn/false_positive": 0.13172980547245075, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0161113571375608, "total_loss": 0.8937165865208954}
{"data_time": 0.014476892538368702, "eta_seconds": 245479.73924349062, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3603883644178371, "fast_rcnn/fg_cls_accuracy": 0.5929692562459501, "iteration": 23719, "loss_box_reg": 0.25059602595865726, "loss_cls": 0.2125363713130355, "loss_mask": 0.2761570066213608, "loss_rpn_cls": 0.04942618194036186, "loss_rpn_loc": 0.10355951404199004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867019259933273, "mask_rcnn/false_negative": 0.10382511907074887, "mask_rcnn/false_positive": 0.12676151726884166, "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": 0.9925783607177436, "total_loss": 0.925906723481603}
{"data_time": 0.017403458012267947, "eta_seconds": 245300.87897256948, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3662757437070938, "fast_rcnn/fg_cls_accuracy": 0.6117268898248726, "iteration": 23739, "loss_box_reg": 0.256971662864089, "loss_cls": 0.21373259089887142, "loss_mask": 0.2746327854692936, "loss_rpn_cls": 0.0515448316000402, "loss_rpn_loc": 0.08907933905720711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777609437271845, "mask_rcnn/false_negative": 0.10674191303871483, "mask_rcnn/false_positive": 0.14178269660406545, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9840084963943809, "total_loss": 0.869318023789674}
{"data_time": 0.01803189911879599, "eta_seconds": 245439.86921925098, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.35284230537395095, "fast_rcnn/fg_cls_accuracy": 0.5927737184281687, "iteration": 23759, "loss_box_reg": 0.2192357536405325, "loss_cls": 0.1909753354266286, "loss_mask": 0.2597384136170149, "loss_rpn_cls": 0.05007378733716905, "loss_rpn_loc": 0.08373830805066973, "lr": 0.0001, "mask_rcnn/accuracy": 0.88255151604181, "mask_rcnn/false_negative": 0.09294892977239706, "mask_rcnn/false_positive": 0.13379551645819215, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0269960430450737, "total_loss": 0.8040348902577534}
{"data_time": 0.019310648320242763, "eta_seconds": 245381.76144670695, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.36532882011605416, "fast_rcnn/fg_cls_accuracy": 0.6074510468763246, "iteration": 23779, "loss_box_reg": 0.23720889165997505, "loss_cls": 0.21220283210277557, "loss_mask": 0.2692567780613899, "loss_rpn_cls": 0.04899732652120292, "loss_rpn_loc": 0.07519231387414038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809745440729484, "mask_rcnn/false_negative": 0.09592560549596947, "mask_rcnn/false_positive": 0.14144642584364614, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.968768194783479, "total_loss": 0.8513007287401706}
{"data_time": 0.016989740077406168, "eta_seconds": 245372.87669079378, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.35734953703703703, "fast_rcnn/fg_cls_accuracy": 0.6247106481481481, "iteration": 23799, "loss_box_reg": 0.2356789344921708, "loss_cls": 0.20334403961896896, "loss_mask": 0.2727225720882416, "loss_rpn_cls": 0.03776520537212491, "loss_rpn_loc": 0.07212234660983086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854086974202042, "mask_rcnn/false_negative": 0.09233006708442518, "mask_rcnn/false_positive": 0.13276444063517495, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9801065374631435, "total_loss": 0.8207567429635674}
{"data_time": 0.01268163532949984, "eta_seconds": 245137.19427135307, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.41449332630839475, "fast_rcnn/fg_cls_accuracy": 0.539626980929358, "iteration": 23819, "loss_box_reg": 0.24592916294932365, "loss_cls": 0.20112491585314274, "loss_mask": 0.2670326717197895, "loss_rpn_cls": 0.04855213686823845, "loss_rpn_loc": 0.07860257022548467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798100593112677, "mask_rcnn/false_negative": 0.10841739111252374, "mask_rcnn/false_positive": 0.12291790399353933, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9494908053893596, "total_loss": 0.8551062869373709}
{"data_time": 0.014878626447170973, "eta_seconds": 245219.621864222, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3431303985080487, "fast_rcnn/fg_cls_accuracy": 0.617350566113817, "iteration": 23839, "loss_box_reg": 0.2484504897147417, "loss_cls": 0.2103690281510353, "loss_mask": 0.2612495571374893, "loss_rpn_cls": 0.04655232420191169, "loss_rpn_loc": 0.08559650043025613, "lr": 0.0001, "mask_rcnn/accuracy": 0.878900317692763, "mask_rcnn/false_negative": 0.09665904307810842, "mask_rcnn/false_positive": 0.14029663477824827, "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": 1.0105369475204498, "total_loss": 0.8683095881715417}
{"data_time": 0.016398901119828224, "eta_seconds": 245097.3637092812, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31395954187118846, "fast_rcnn/fg_cls_accuracy": 0.657991967871486, "iteration": 23859, "loss_box_reg": 0.21771463006734848, "loss_cls": 0.17999716382473707, "loss_mask": 0.2574714384973049, "loss_rpn_cls": 0.04164742445573211, "loss_rpn_loc": 0.06440513115376234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788958787713146, "mask_rcnn/false_negative": 0.09073724537009818, "mask_rcnn/false_positive": 0.13339469296911477, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9699534506071359, "total_loss": 0.774906468577683}
{"data_time": 0.013867438537999988, "eta_seconds": 244990.03883203492, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.443941660433807, "fast_rcnn/fg_cls_accuracy": 0.5190307247175531, "iteration": 23879, "loss_box_reg": 0.22004434466362, "loss_cls": 0.22304660081863403, "loss_mask": 0.2790970429778099, "loss_rpn_cls": 0.04654364928137511, "loss_rpn_loc": 0.0746278113219887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822201868100201, "mask_rcnn/false_negative": 0.1036070529495486, "mask_rcnn/false_positive": 0.1267320563291588, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9903998873196542, "total_loss": 0.8587561135645956}
{"data_time": 0.025578647619113326, "eta_seconds": 244878.87407366652, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3617614269788183, "fast_rcnn/fg_cls_accuracy": 0.5927518427518428, "iteration": 23899, "loss_box_reg": 0.23603839240968227, "loss_cls": 0.21372542902827263, "loss_mask": 0.2662932574748993, "loss_rpn_cls": 0.039880480617284775, "loss_rpn_loc": 0.07481587922666222, "lr": 0.0001, "mask_rcnn/accuracy": 0.885181841790099, "mask_rcnn/false_negative": 0.08647027815997554, "mask_rcnn/false_positive": 0.1446257059728534, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9924584578257054, "total_loss": 0.8739844551309943}
{"data_time": 0.020352822029963136, "eta_seconds": 244632.02131010592, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.35245992260917636, "fast_rcnn/fg_cls_accuracy": 0.6011720581340834, "iteration": 23919, "loss_box_reg": 0.26907156594097614, "loss_cls": 0.22664762381464243, "loss_mask": 0.269358079880476, "loss_rpn_cls": 0.04945091949775815, "loss_rpn_loc": 0.06803817488253117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917588454917577, "mask_rcnn/false_negative": 0.10189157373459871, "mask_rcnn/false_positive": 0.1147588659323292, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9892042819410563, "total_loss": 0.8920480529777706}
{"data_time": 0.015664655482396483, "eta_seconds": 244612.13899367955, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3442306235320858, "fast_rcnn/fg_cls_accuracy": 0.6160190211395031, "iteration": 23939, "loss_box_reg": 0.2300941776484251, "loss_cls": 0.20877007395029068, "loss_mask": 0.25348858907818794, "loss_rpn_cls": 0.05122423358261585, "loss_rpn_loc": 0.08436762262135744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809307340180077, "mask_rcnn/false_negative": 0.10570409285310656, "mask_rcnn/false_positive": 0.11727869730179619, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9901379034854472, "total_loss": 0.8367462255991995}
{"data_time": 0.015372785972431302, "eta_seconds": 244400.56926312856, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3497787754570889, "fast_rcnn/fg_cls_accuracy": 0.5963390767105414, "iteration": 23959, "loss_box_reg": 0.23973014205694199, "loss_cls": 0.20572111662477255, "loss_mask": 0.25597933307290077, "loss_rpn_cls": 0.050701152766123414, "loss_rpn_loc": 0.08028429030673578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914303268655948, "mask_rcnn/false_negative": 0.08263265013507567, "mask_rcnn/false_positive": 0.12973582622923407, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9827541429549456, "total_loss": 0.8565936162194703}
{"data_time": 0.019094218499958515, "eta_seconds": 244380.70252851117, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3400921525022166, "fast_rcnn/fg_cls_accuracy": 0.637864642273356, "iteration": 23979, "loss_box_reg": 0.24249301850795746, "loss_cls": 0.22376569639891386, "loss_mask": 0.26591772213578224, "loss_rpn_cls": 0.0463148879352957, "loss_rpn_loc": 0.09546175529249012, "lr": 0.0001, "mask_rcnn/accuracy": 0.890282114152461, "mask_rcnn/false_negative": 0.10161008591806583, "mask_rcnn/false_positive": 0.1227837896097333, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9980337654706091, "total_loss": 0.9248274308629334}
{"data_time": 0.015240584034472704, "eta_seconds": 244229.46810163558, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.36114205004035516, "fast_rcnn/fg_cls_accuracy": 0.5978803997421018, "iteration": 23999, "loss_box_reg": 0.2376739690080285, "loss_cls": 0.19466686807572842, "loss_mask": 0.26333702728152275, "loss_rpn_cls": 0.0447775914799422, "loss_rpn_loc": 0.09550613502506167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853237615155347, "mask_rcnn/false_negative": 0.10807335977215624, "mask_rcnn/false_positive": 0.12201392304461053, "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": 0.970060596242547, "total_loss": 0.8390813890146092}
{"data_time": 0.01349729741923511, "eta_seconds": 244134.83808238525, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.37356492969396193, "fast_rcnn/fg_cls_accuracy": 0.5615090213231274, "iteration": 24019, "loss_box_reg": 0.2565952204167843, "loss_cls": 0.22499954421073198, "loss_mask": 0.270003505051136, "loss_rpn_cls": 0.0436767702922225, "loss_rpn_loc": 0.08923814631998539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843809094434234, "mask_rcnn/false_negative": 0.11550419630809539, "mask_rcnn/false_positive": 0.12606024166916324, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9761210579890758, "total_loss": 0.8961040538270026}
{"data_time": 0.018007259350270033, "eta_seconds": 244114.98810774647, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.42597926267281105, "fast_rcnn/fg_cls_accuracy": 0.5529692082111437, "iteration": 24039, "loss_box_reg": 0.23951560072600842, "loss_cls": 0.2254241555929184, "loss_mask": 0.25790025293827057, "loss_rpn_cls": 0.044898627791553736, "loss_rpn_loc": 0.06771616241894662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824603195769454, "mask_rcnn/false_negative": 0.10291655038650235, "mask_rcnn/false_positive": 0.13942854647912967, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9973498783074319, "total_loss": 0.850259275175631}
{"data_time": 0.01451819040812552, "eta_seconds": 244094.17343398556, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.39242678576781276, "fast_rcnn/fg_cls_accuracy": 0.5826828151239123, "iteration": 24059, "loss_box_reg": 0.24453091993927956, "loss_cls": 0.2100499290972948, "loss_mask": 0.269061092287302, "loss_rpn_cls": 0.050999294966459274, "loss_rpn_loc": 0.09010311320889741, "lr": 0.0001, "mask_rcnn/accuracy": 0.876361135654637, "mask_rcnn/false_negative": 0.09904926485688167, "mask_rcnn/false_positive": 0.14494946468597175, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9904693814460188, "total_loss": 0.8655195126193576}
{"data_time": 0.024749189149588346, "eta_seconds": 244092.58760273457, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.41705990833401135, "fast_rcnn/fg_cls_accuracy": 0.542483660130719, "iteration": 24079, "loss_box_reg": 0.23764089308679104, "loss_cls": 0.22007222287356853, "loss_mask": 0.26627409271895885, "loss_rpn_cls": 0.04818766238167882, "loss_rpn_loc": 0.07982231304049492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852370564863379, "mask_rcnn/false_negative": 0.09474572106283607, "mask_rcnn/false_positive": 0.1338842329415778, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0300623793154955, "total_loss": 0.8652103615459055}
{"data_time": 0.017927441047504544, "eta_seconds": 244261.50212080684, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4114219653179191, "fast_rcnn/fg_cls_accuracy": 0.543, "iteration": 24099, "loss_box_reg": 0.24817604012787342, "loss_cls": 0.21630580816417933, "loss_mask": 0.264001052826643, "loss_rpn_cls": 0.05386059358716011, "loss_rpn_loc": 0.08276798226870596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857955994897959, "mask_rcnn/false_negative": 0.09756263490468099, "mask_rcnn/false_positive": 0.14018525116091474, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0180341785307974, "total_loss": 0.8777979188598692}
{"data_time": 0.02008921350352466, "eta_seconds": 244335.79904076643, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3900368518031061, "fast_rcnn/fg_cls_accuracy": 0.5769117719100574, "iteration": 24119, "loss_box_reg": 0.23710859287530184, "loss_cls": 0.2105958415195346, "loss_mask": 0.27185370214283466, "loss_rpn_cls": 0.046279980917461216, "loss_rpn_loc": 0.08725194144062698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783580785533911, "mask_rcnn/false_negative": 0.0907694390403751, "mask_rcnn/false_positive": 0.13796062378251805, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9996696230955422, "total_loss": 0.8455190921085887}
{"data_time": 0.01472730003297329, "eta_seconds": 244364.3696822645, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.33984710097391124, "fast_rcnn/fg_cls_accuracy": 0.591417495177326, "iteration": 24139, "loss_box_reg": 0.23688725009560585, "loss_cls": 0.20343127474188805, "loss_mask": 0.25364696979522705, "loss_rpn_cls": 0.04921694123186171, "loss_rpn_loc": 0.10457665077410638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820679470753625, "mask_rcnn/false_negative": 0.09366451242737395, "mask_rcnn/false_positive": 0.1531328235842533, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9995588958263397, "total_loss": 0.8638234881218523}
{"data_time": 0.01670505409128964, "eta_seconds": 244296.0502528958, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.38131987017670393, "fast_rcnn/fg_cls_accuracy": 0.6066703350452434, "iteration": 24159, "loss_box_reg": 0.2587419394403696, "loss_cls": 0.212398836389184, "loss_mask": 0.2823785338550806, "loss_rpn_cls": 0.04472471494227648, "loss_rpn_loc": 0.08053370052948594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843680014997463, "mask_rcnn/false_negative": 0.10796257304554657, "mask_rcnn/false_positive": 0.12619987927576948, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0143095911480486, "total_loss": 0.8844749622512609}
{"data_time": 0.023440364515408874, "eta_seconds": 244084.20328569598, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.37408978437610463, "fast_rcnn/fg_cls_accuracy": 0.5776666666666667, "iteration": 24179, "loss_box_reg": 0.25600740127265453, "loss_cls": 0.21736008115112782, "loss_mask": 0.2776886895298958, "loss_rpn_cls": 0.046611327677965164, "loss_rpn_loc": 0.07720843190327287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873918258452157, "mask_rcnn/false_negative": 0.10490142933206001, "mask_rcnn/false_positive": 0.13463017426916193, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9573984055314213, "total_loss": 0.8588681846158579}
{"data_time": 0.016894923523068428, "eta_seconds": 243973.47931340337, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3974149872648465, "fast_rcnn/fg_cls_accuracy": 0.5687427586021071, "iteration": 24199, "loss_box_reg": 0.2583323735743761, "loss_cls": 0.23185215331614017, "loss_mask": 0.27554245106875896, "loss_rpn_cls": 0.04662506515160203, "loss_rpn_loc": 0.08398705371655524, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860835213321163, "mask_rcnn/false_negative": 0.10774569120726682, "mask_rcnn/false_positive": 0.13435171359018433, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9598097417037934, "total_loss": 0.8947534030303359}
{"data_time": 0.021035198587924242, "eta_seconds": 243935.37426447496, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.37959331880900504, "fast_rcnn/fg_cls_accuracy": 0.5755037507989369, "iteration": 24219, "loss_box_reg": 0.25992651656270027, "loss_cls": 0.2213974166661501, "loss_mask": 0.2636340241879225, "loss_rpn_cls": 0.04581390542443842, "loss_rpn_loc": 0.08816073602065444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788865574210472, "mask_rcnn/false_negative": 0.0886925826169622, "mask_rcnn/false_positive": 0.14905353802700577, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.00615274021402, "total_loss": 0.8735590429278091}
{"data_time": 0.014027470955625176, "eta_seconds": 243841.2282371521, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.36643356643356645, "fast_rcnn/fg_cls_accuracy": 0.6125874125874127, "iteration": 24239, "loss_box_reg": 0.24015594087541103, "loss_cls": 0.21791599690914154, "loss_mask": 0.26719295233488083, "loss_rpn_cls": 0.04317287262529135, "loss_rpn_loc": 0.09342148900032043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868471469223582, "mask_rcnn/false_negative": 0.09050681467824367, "mask_rcnn/false_positive": 0.12890204493456242, "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": 1.0004897816106677, "total_loss": 0.8522030849708244}
{"data_time": 0.016629002522677183, "eta_seconds": 243800.48974832986, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.4000776397515528, "fast_rcnn/fg_cls_accuracy": 0.5735422740524782, "iteration": 24259, "loss_box_reg": 0.22542406991124153, "loss_cls": 0.21838756278157234, "loss_mask": 0.24870219454169273, "loss_rpn_cls": 0.04780454165302217, "loss_rpn_loc": 0.0772183877415955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819716722055014, "mask_rcnn/false_negative": 0.10514190606307267, "mask_rcnn/false_positive": 0.1330004312641832, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9900779414456338, "total_loss": 0.8091415140079334}
{"data_time": 0.020862269215285778, "eta_seconds": 243809.88981743343, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3565795238790711, "fast_rcnn/fg_cls_accuracy": 0.5998606529405073, "iteration": 24279, "loss_box_reg": 0.24993029236793518, "loss_cls": 0.22103161551058292, "loss_mask": 0.26612492091953754, "loss_rpn_cls": 0.04875548416748643, "loss_rpn_loc": 0.08788779389578849, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857305825501132, "mask_rcnn/false_negative": 0.10609054634748773, "mask_rcnn/false_positive": 0.11934704689269024, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0205061975866556, "total_loss": 0.8755538628902286}
{"data_time": 0.02133997925557196, "eta_seconds": 243819.45428587496, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.30152251168513944, "fast_rcnn/fg_cls_accuracy": 0.6878301413521409, "iteration": 24299, "loss_box_reg": 0.24982105568051338, "loss_cls": 0.19740779884159565, "loss_mask": 0.2862036405131221, "loss_rpn_cls": 0.04279974056407809, "loss_rpn_loc": 0.07612569304183125, "lr": 0.0001, "mask_rcnn/accuracy": 0.877051581850689, "mask_rcnn/false_negative": 0.10439455377225249, "mask_rcnn/false_positive": 0.12054545274571296, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.004976445576176, "total_loss": 0.8641251458320767}
{"data_time": 0.013713560998439789, "eta_seconds": 243799.60736244917, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3802429401993356, "fast_rcnn/fg_cls_accuracy": 0.57058668381056, "iteration": 24319, "loss_box_reg": 0.24747936986386776, "loss_cls": 0.20964125636965036, "loss_mask": 0.2652869503945112, "loss_rpn_cls": 0.04834715975448489, "loss_rpn_loc": 0.08750284370034933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968773550218181, "mask_rcnn/false_negative": 0.08971355586150018, "mask_rcnn/false_positive": 0.11313923541105408, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9440514871384948, "total_loss": 0.8677517800824717}
{"data_time": 0.01449309941381216, "eta_seconds": 243779.76043902338, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37766237822853016, "fast_rcnn/fg_cls_accuracy": 0.5715426450276243, "iteration": 24339, "loss_box_reg": 0.25032792799174786, "loss_cls": 0.23013566248118877, "loss_mask": 0.2556186970323324, "loss_rpn_cls": 0.05333208618685603, "loss_rpn_loc": 0.08456991822458804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875964908904959, "mask_rcnn/false_negative": 0.08885890035289291, "mask_rcnn/false_positive": 0.13527376008861958, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.985250863712281, "total_loss": 0.8909146477235481}
{"data_time": 0.01460250373929739, "eta_seconds": 243759.91351559758, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3523293015996879, "fast_rcnn/fg_cls_accuracy": 0.6084026714782921, "iteration": 24359, "loss_box_reg": 0.2617050390690565, "loss_cls": 0.22273037675768137, "loss_mask": 0.26894802786409855, "loss_rpn_cls": 0.04607159341685474, "loss_rpn_loc": 0.09181904047727585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860365984801415, "mask_rcnn/false_negative": 0.09654427959715114, "mask_rcnn/false_positive": 0.1267576545163574, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0214589941315353, "total_loss": 0.8683478573802859}
{"data_time": 0.015156545443460345, "eta_seconds": 243771.90313252155, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3604021875356044, "fast_rcnn/fg_cls_accuracy": 0.5872241579558652, "iteration": 24379, "loss_box_reg": 0.23286817967891693, "loss_cls": 0.20240554586052895, "loss_mask": 0.26513853296637535, "loss_rpn_cls": 0.04496524599380791, "loss_rpn_loc": 0.07146447082050145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845807170558904, "mask_rcnn/false_negative": 0.098450774404379, "mask_rcnn/false_positive": 0.13114653035976825, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9898805329576135, "total_loss": 0.8163481613155454}
{"data_time": 0.018584760604426265, "eta_seconds": 243743.6717595905, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.39062025316455695, "fast_rcnn/fg_cls_accuracy": 0.6062151898734177, "iteration": 24399, "loss_box_reg": 0.25973362289369106, "loss_cls": 0.21883392985910177, "loss_mask": 0.273785712197423, "loss_rpn_cls": 0.047608723398298025, "loss_rpn_loc": 0.09059170633554459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817927075625358, "mask_rcnn/false_negative": 0.10829745270615439, "mask_rcnn/false_positive": 0.13714761507848788, "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": 0.9825757215730846, "total_loss": 0.8848674315959215}
{"data_time": 0.01915852865204215, "eta_seconds": 243723.82292638533, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.42275950999355255, "fast_rcnn/fg_cls_accuracy": 0.5456302888824045, "iteration": 24419, "loss_box_reg": 0.25724841468036175, "loss_cls": 0.2174658551812172, "loss_mask": 0.26181926392018795, "loss_rpn_cls": 0.050593936000950634, "loss_rpn_loc": 0.08938226895406842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836682433899379, "mask_rcnn/false_negative": 0.1121073474481524, "mask_rcnn/false_positive": 0.11913637432205659, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9909719433635473, "total_loss": 0.8694000712130219}
{"data_time": 0.021074339048936963, "eta_seconds": 243638.00348234363, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3857083045108676, "fast_rcnn/fg_cls_accuracy": 0.5922065678520924, "iteration": 24439, "loss_box_reg": 0.24491312354803085, "loss_cls": 0.21560111455619335, "loss_mask": 0.2645575050264597, "loss_rpn_cls": 0.041277917101979256, "loss_rpn_loc": 0.07508603436872363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955040981819617, "mask_rcnn/false_negative": 0.085130315779927, "mask_rcnn/false_positive": 0.1371976304842384, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9860867019742727, "total_loss": 0.8660482987761497}
{"data_time": 0.01758368848823011, "eta_seconds": 243565.0086398935, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37436974789915967, "fast_rcnn/fg_cls_accuracy": 0.5657628175159732, "iteration": 24459, "loss_box_reg": 0.2401413358747959, "loss_cls": 0.21364779770374298, "loss_mask": 0.26467212103307247, "loss_rpn_cls": 0.038875907426699996, "loss_rpn_loc": 0.08080541668459773, "lr": 0.0001, "mask_rcnn/accuracy": 0.884777634552054, "mask_rcnn/false_negative": 0.09693752866713413, "mask_rcnn/false_positive": 0.13404262030321146, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0044017881155014, "total_loss": 0.86479570629308}
{"data_time": 0.01665772800333798, "eta_seconds": 243355.50806650892, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3153846153846154, "fast_rcnn/fg_cls_accuracy": 0.6182791435368755, "iteration": 24479, "loss_box_reg": 0.23508553951978683, "loss_cls": 0.2210722379386425, "loss_mask": 0.24987762421369553, "loss_rpn_cls": 0.04667178471572697, "loss_rpn_loc": 0.07360982685349882, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868278845037807, "mask_rcnn/false_negative": 0.08894140426975475, "mask_rcnn/false_positive": 0.12651043324162, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9809793515596539, "total_loss": 0.8179335291497409}
{"data_time": 0.019607099937275052, "eta_seconds": 243644.42759356461, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.35486719979445674, "fast_rcnn/fg_cls_accuracy": 0.62332341657401, "iteration": 24499, "loss_box_reg": 0.24549309723079205, "loss_cls": 0.2228068932890892, "loss_mask": 0.27001465298235416, "loss_rpn_cls": 0.04220075672492385, "loss_rpn_loc": 0.07019376289099455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864595409014693, "mask_rcnn/false_negative": 0.09911451544805751, "mask_rcnn/false_positive": 0.12754344102624793, "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": 1.0237859839107841, "total_loss": 0.8667909459909424}
{"data_time": 0.018213735427707434, "eta_seconds": 243568.8259698823, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.40331238683565873, "fast_rcnn/fg_cls_accuracy": 0.5468483007404594, "iteration": 24519, "loss_box_reg": 0.2507178410887718, "loss_cls": 0.21137739066034555, "loss_mask": 0.27017559111118317, "loss_rpn_cls": 0.04880396323278546, "loss_rpn_loc": 0.09106334648095071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827672915186586, "mask_rcnn/false_negative": 0.0981677836347027, "mask_rcnn/false_positive": 0.12765594031429223, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.956050415057689, "total_loss": 0.8884673030115664}
{"data_time": 0.015339778969064355, "eta_seconds": 243522.6996566495, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36331070889894423, "fast_rcnn/fg_cls_accuracy": 0.6188914027149321, "iteration": 24539, "loss_box_reg": 0.2505398280918598, "loss_cls": 0.21607954893261194, "loss_mask": 0.2733473200351, "loss_rpn_cls": 0.051917989272624254, "loss_rpn_loc": 0.08131492440588772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803459541711421, "mask_rcnn/false_negative": 0.09778938656725998, "mask_rcnn/false_positive": 0.12665703219528618, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9751641075126827, "total_loss": 0.8747173068695702}
{"data_time": 0.01597110414877534, "eta_seconds": 243276.2133424729, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.38443654266958427, "fast_rcnn/fg_cls_accuracy": 0.5823697544497857, "iteration": 24559, "loss_box_reg": 0.24837741255760193, "loss_cls": 0.20887531526386738, "loss_mask": 0.26477599889039993, "loss_rpn_cls": 0.038742801640182734, "loss_rpn_loc": 0.08250558888539672, "lr": 0.0001, "mask_rcnn/accuracy": 0.878801512163586, "mask_rcnn/false_negative": 0.09254435111389586, "mask_rcnn/false_positive": 0.13985530794174073, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9609767061192542, "total_loss": 0.8472448936663568}
{"data_time": 0.022236422868445516, "eta_seconds": 243256.3896614639, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.38243529956597133, "fast_rcnn/fg_cls_accuracy": 0.5768058101962056, "iteration": 24579, "loss_box_reg": 0.24823008850216866, "loss_cls": 0.22854419611394405, "loss_mask": 0.2645943444222212, "loss_rpn_cls": 0.04629749432206154, "loss_rpn_loc": 0.07473884476348758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799837584775473, "mask_rcnn/false_negative": 0.09751104701259423, "mask_rcnn/false_positive": 0.11658446480762283, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9961192787159234, "total_loss": 0.8781650711316615}
{"data_time": 0.022940211463719606, "eta_seconds": 243426.1347244028, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3868686868686869, "fast_rcnn/fg_cls_accuracy": 0.5677083333333333, "iteration": 24599, "loss_box_reg": 0.2460723901167512, "loss_cls": 0.2161165103316307, "loss_mask": 0.2599788215011358, "loss_rpn_cls": 0.050321499118581414, "loss_rpn_loc": 0.08909913431853056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807045184596205, "mask_rcnn/false_negative": 0.09926848029118698, "mask_rcnn/false_positive": 0.14897549025328288, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.012547291815281, "total_loss": 0.877937680343166}
{"data_time": 0.01836224179714918, "eta_seconds": 243265.3165401332, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.36530303030303035, "fast_rcnn/fg_cls_accuracy": 0.5788888888888888, "iteration": 24619, "loss_box_reg": 0.25267912819981575, "loss_cls": 0.2353854076936841, "loss_mask": 0.27607343904674053, "loss_rpn_cls": 0.04695321014150977, "loss_rpn_loc": 0.10655324766412377, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739635516989178, "mask_rcnn/false_negative": 0.1117799798673743, "mask_rcnn/false_positive": 0.16595925256570973, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9596751050557941, "total_loss": 0.9083481077104807}
{"data_time": 0.02478466392494738, "eta_seconds": 243175.82063976675, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.41280276816608996, "fast_rcnn/fg_cls_accuracy": 0.5479149291075897, "iteration": 24639, "loss_box_reg": 0.22894510999321938, "loss_cls": 0.20419848896563053, "loss_mask": 0.2659449353814125, "loss_rpn_cls": 0.04497567703947425, "loss_rpn_loc": 0.0806110268458724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805434310519069, "mask_rcnn/false_negative": 0.10249169349109893, "mask_rcnn/false_positive": 0.12796143264164136, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9893577811308205, "total_loss": 0.8225148275960237}
{"data_time": 0.01855146000161767, "eta_seconds": 243403.64676021505, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.37362229311188755, "fast_rcnn/fg_cls_accuracy": 0.5815826330532213, "iteration": 24659, "loss_box_reg": 0.24809723533689976, "loss_cls": 0.21517958119511604, "loss_mask": 0.26377524249255657, "loss_rpn_cls": 0.049801903776824474, "loss_rpn_loc": 0.07994029531255364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820510074939525, "mask_rcnn/false_negative": 0.09870535923577434, "mask_rcnn/false_positive": 0.1115509150073776, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9891090276651084, "total_loss": 0.8586234503891319}
{"data_time": 0.016756826546043158, "eta_seconds": 243442.36274078488, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3222690473549961, "fast_rcnn/fg_cls_accuracy": 0.6629125873157948, "iteration": 24679, "loss_box_reg": 0.2316072452813387, "loss_cls": 0.1921393619850278, "loss_mask": 0.2615027390420437, "loss_rpn_cls": 0.046563285402953625, "loss_rpn_loc": 0.08049013675190508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813490411687883, "mask_rcnn/false_negative": 0.10071344392473353, "mask_rcnn/false_positive": 0.12418236857609394, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0184516503941268, "total_loss": 0.8495431081391871}
{"data_time": 0.018066484481096268, "eta_seconds": 243061.93663554732, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4046232226796298, "fast_rcnn/fg_cls_accuracy": 0.5560477994753716, "iteration": 24699, "loss_box_reg": 0.26289197616279125, "loss_cls": 0.2262949664145708, "loss_mask": 0.2641688473522663, "loss_rpn_cls": 0.038830926874652505, "loss_rpn_loc": 0.07491354341618717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899240365394815, "mask_rcnn/false_negative": 0.09336134565919794, "mask_rcnn/false_positive": 0.12559093742447253, "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": 1.0095952195115387, "total_loss": 0.8714907992398366}
{"data_time": 0.013454390922561288, "eta_seconds": 242987.67430331558, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.35310173697270475, "fast_rcnn/fg_cls_accuracy": 0.6102733425323609, "iteration": 24719, "loss_box_reg": 0.2481788843870163, "loss_cls": 0.2138172034174204, "loss_mask": 0.2609216384589672, "loss_rpn_cls": 0.0436520439106971, "loss_rpn_loc": 0.08163904037792236, "lr": 0.0001, "mask_rcnn/accuracy": 0.889562121599359, "mask_rcnn/false_negative": 0.09310954688681573, "mask_rcnn/false_positive": 0.13241787083018783, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9879317325539887, "total_loss": 0.8685444807633758}
{"data_time": 0.022517156321555376, "eta_seconds": 243076.71083350666, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.36056701030927835, "fast_rcnn/fg_cls_accuracy": 0.5999228395061729, "iteration": 24739, "loss_box_reg": 0.2612291295081377, "loss_cls": 0.21325705386698246, "loss_mask": 0.2583712004125118, "loss_rpn_cls": 0.04132010554894805, "loss_rpn_loc": 0.07701002166140825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937673598411886, "mask_rcnn/false_negative": 0.09296092682634373, "mask_rcnn/false_positive": 0.13254790939784863, "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": 1.002107704989612, "total_loss": 0.8416441816370934}
{"data_time": 0.02635797788389027, "eta_seconds": 242948.04813333787, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3547250368577589, "fast_rcnn/fg_cls_accuracy": 0.6205831903945112, "iteration": 24759, "loss_box_reg": 0.23412240855395794, "loss_cls": 0.20375882554799318, "loss_mask": 0.2661206219345331, "loss_rpn_cls": 0.052756913122721016, "loss_rpn_loc": 0.08336202497594059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854750512215588, "mask_rcnn/false_negative": 0.10928165113687172, "mask_rcnn/false_positive": 0.1286028660682556, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.008475620066747, "total_loss": 0.8747736350633204}
{"data_time": 0.013391146436333656, "eta_seconds": 243037.06691100262, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3808605421850383, "fast_rcnn/fg_cls_accuracy": 0.5809329213595136, "iteration": 24779, "loss_box_reg": 0.2369530312716961, "loss_cls": 0.20623716246336699, "loss_mask": 0.2807352840900421, "loss_rpn_cls": 0.03894169442355633, "loss_rpn_loc": 0.06553268595598638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926050020945007, "mask_rcnn/false_negative": 0.08711333614770675, "mask_rcnn/false_positive": 0.12403502247201137, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9888787176460028, "total_loss": 0.8297651461325586}
{"data_time": 0.01559943100437522, "eta_seconds": 243178.05672641844, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.4161682929388312, "fast_rcnn/fg_cls_accuracy": 0.5566272464289461, "iteration": 24799, "loss_box_reg": 0.23669530265033245, "loss_cls": 0.1964786583557725, "loss_mask": 0.25045465864241123, "loss_rpn_cls": 0.036490771744865924, "loss_rpn_loc": 0.07215425721369684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847720726785807, "mask_rcnn/false_negative": 0.10618972585548125, "mask_rcnn/false_positive": 0.13012093866674623, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.999191441340372, "total_loss": 0.813397228717804}
{"data_time": 0.01878576446324587, "eta_seconds": 243234.15632784367, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3335903505993365, "fast_rcnn/fg_cls_accuracy": 0.6046603264499238, "iteration": 24819, "loss_box_reg": 0.23729345574975014, "loss_cls": 0.21336241625249386, "loss_mask": 0.2562521155923605, "loss_rpn_cls": 0.048584209056571126, "loss_rpn_loc": 0.08449863805435598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889466393269873, "mask_rcnn/false_negative": 0.10255531633758552, "mask_rcnn/false_positive": 0.12545553791742065, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9733204052317888, "total_loss": 0.8666166679468006}
{"data_time": 0.01692336704581976, "eta_seconds": 242977.60102724656, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.33764908077704286, "fast_rcnn/fg_cls_accuracy": 0.6340935819892473, "iteration": 24839, "loss_box_reg": 0.23945480026304722, "loss_cls": 0.1965921251103282, "loss_mask": 0.2611649762839079, "loss_rpn_cls": 0.051368957152590156, "loss_rpn_loc": 0.08742717956192791, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766099475340954, "mask_rcnn/false_negative": 0.11126812748541814, "mask_rcnn/false_positive": 0.1315623023782918, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9876916070934385, "total_loss": 0.8499520826153457}
{"data_time": 0.02469599316827953, "eta_seconds": 243118.5514923092, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3474854932301741, "fast_rcnn/fg_cls_accuracy": 0.6229137883393202, "iteration": 24859, "loss_box_reg": 0.2444602120667696, "loss_cls": 0.21757995430380106, "loss_mask": 0.2654663696885109, "loss_rpn_cls": 0.048146135406568646, "loss_rpn_loc": 0.07836441555991769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883161157174023, "mask_rcnn/false_negative": 0.09713418667979618, "mask_rcnn/false_positive": 0.13102205894149022, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9852198327425867, "total_loss": 0.8475146096025128}
{"data_time": 0.014964609406888485, "eta_seconds": 243007.55721867085, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.37322816105486223, "fast_rcnn/fg_cls_accuracy": 0.5922875293518031, "iteration": 24879, "loss_box_reg": 0.25620401091873646, "loss_cls": 0.21492155641317368, "loss_mask": 0.26645608991384506, "loss_rpn_cls": 0.04528496426064521, "loss_rpn_loc": 0.08986529149115086, "lr": 0.0001, "mask_rcnn/accuracy": 0.883766381725165, "mask_rcnn/false_negative": 0.10835572078181277, "mask_rcnn/false_positive": 0.125145930674452, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9849365826230496, "total_loss": 0.8755360478535295}
{"data_time": 0.014050813391804695, "eta_seconds": 242863.76139165368, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3490241891148983, "fast_rcnn/fg_cls_accuracy": 0.6075453545904343, "iteration": 24899, "loss_box_reg": 0.23204338736832142, "loss_cls": 0.19626845209859312, "loss_mask": 0.25594025664031506, "loss_rpn_cls": 0.04376701172441244, "loss_rpn_loc": 0.0749025079421699, "lr": 0.0001, "mask_rcnn/accuracy": 0.893995301042495, "mask_rcnn/false_negative": 0.09028017132251556, "mask_rcnn/false_positive": 0.1270417842179602, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9755475176498294, "total_loss": 0.7858104329789057}
{"data_time": 0.01470325724221766, "eta_seconds": 242843.94386726432, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.39661016949152544, "fast_rcnn/fg_cls_accuracy": 0.565990018883194, "iteration": 24919, "loss_box_reg": 0.23716345615684986, "loss_cls": 0.2170243514701724, "loss_mask": 0.2661766391247511, "loss_rpn_cls": 0.04695008764974773, "loss_rpn_loc": 0.08047511917538941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8744935216354583, "mask_rcnn/false_negative": 0.10876781330639146, "mask_rcnn/false_positive": 0.1318065155901862, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9879036410711706, "total_loss": 0.8535956252599135}
{"data_time": 0.023780354065820575, "eta_seconds": 242824.12634287495, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.32796041454298336, "fast_rcnn/fg_cls_accuracy": 0.6206395348837209, "iteration": 24939, "loss_box_reg": 0.25518286041915417, "loss_cls": 0.21797704510390759, "loss_mask": 0.2611380349844694, "loss_rpn_cls": 0.046068563824519515, "loss_rpn_loc": 0.06853592162951827, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013123424542597, "mask_rcnn/false_negative": 0.08517980178817916, "mask_rcnn/false_positive": 0.12029742239373734, "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": 1.003092477330938, "total_loss": 0.8667941300664097}
{"data_time": 0.01651980192400515, "eta_seconds": 243030.17990956083, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.38186612364243944, "fast_rcnn/fg_cls_accuracy": 0.5808440018966334, "iteration": 24959, "loss_box_reg": 0.24749132618308067, "loss_cls": 0.21309523843228817, "loss_mask": 0.2662882152944803, "loss_rpn_cls": 0.041074273409321904, "loss_rpn_loc": 0.07520972099155188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838929187089031, "mask_rcnn/false_negative": 0.11183567718117185, "mask_rcnn/false_positive": 0.14585114142184402, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0089059825986624, "total_loss": 0.8639496960677207}
{"data_time": 0.02942065428942442, "eta_seconds": 243075.42614996433, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3605430096388157, "fast_rcnn/fg_cls_accuracy": 0.6127559357877534, "iteration": 24979, "loss_box_reg": 0.24473482184112072, "loss_cls": 0.20733910892158747, "loss_mask": 0.26779136434197426, "loss_rpn_cls": 0.04856087337248027, "loss_rpn_loc": 0.0925460068974644, "lr": 0.0001, "mask_rcnn/accuracy": 0.890840207382295, "mask_rcnn/false_negative": 0.09005915691726525, "mask_rcnn/false_positive": 0.1308914663400759, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0026338391471654, "total_loss": 0.8693438903428614}
{"data_time": 0.023819669615477324, "eta_seconds": 243281.01346152835, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.385859375, "fast_rcnn/fg_cls_accuracy": 0.5883579881656804, "iteration": 24999, "loss_box_reg": 0.23322585225105286, "loss_cls": 0.20751678943634033, "loss_mask": 0.26398917846381664, "loss_rpn_cls": 0.05088002164848149, "loss_rpn_loc": 0.08920559170655906, "lr": 0.0001, "mask_rcnn/accuracy": 0.882480662603156, "mask_rcnn/false_negative": 0.0969139643419608, "mask_rcnn/false_positive": 0.14576374229629058, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9882137801032513, "total_loss": 0.8597849615616724}
{"data_time": 0.013854073593392968, "eta_seconds": 243265.11439366266, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.39372663343421754, "fast_rcnn/fg_cls_accuracy": 0.5812352164385947, "iteration": 25019, "loss_box_reg": 0.2522261403501034, "loss_cls": 0.22463409416377544, "loss_mask": 0.27357204258441925, "loss_rpn_cls": 0.04311063955537975, "loss_rpn_loc": 0.10334419831633568, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875661173014161, "mask_rcnn/false_negative": 0.08750836333369699, "mask_rcnn/false_positive": 0.13310190120935006, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9738524039275944, "total_loss": 0.89789322251454}
{"data_time": 0.020812810864299536, "eta_seconds": 243302.9590271786, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36540629004616404, "fast_rcnn/fg_cls_accuracy": 0.5627298085457081, "iteration": 25039, "loss_box_reg": 0.24009321257472038, "loss_cls": 0.21881387569010258, "loss_mask": 0.2769423630088568, "loss_rpn_cls": 0.04938165610656142, "loss_rpn_loc": 0.0849592408630997, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956708658839295, "mask_rcnn/false_negative": 0.09679425047933114, "mask_rcnn/false_positive": 0.1207928482653117, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0519868314731866, "total_loss": 0.8986899682786316}
{"data_time": 0.01966608944348991, "eta_seconds": 243388.67994489614, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3716428241808952, "fast_rcnn/fg_cls_accuracy": 0.5745767881653194, "iteration": 25059, "loss_box_reg": 0.2458892986178398, "loss_cls": 0.2204357422888279, "loss_mask": 0.27406738512218, "loss_rpn_cls": 0.042867292067967355, "loss_rpn_loc": 0.06979331374168396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791334949087435, "mask_rcnn/false_negative": 0.10811547138428551, "mask_rcnn/false_positive": 0.11900502044529329, "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": 1.0124912208411843, "total_loss": 0.8566243820823729}
{"data_time": 0.024778506020084023, "eta_seconds": 243205.5343999341, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.4058083898965172, "fast_rcnn/fg_cls_accuracy": 0.5704905421305095, "iteration": 25079, "loss_box_reg": 0.2482189331203699, "loss_cls": 0.2150579011067748, "loss_mask": 0.2567177228629589, "loss_rpn_cls": 0.05001160083338618, "loss_rpn_loc": 0.10207398352213204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794486352823339, "mask_rcnn/false_negative": 0.09667301246400545, "mask_rcnn/false_positive": 0.13388255194359452, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 1.0126765905879438, "total_loss": 0.8575115237617865}
{"data_time": 0.017019288381561637, "eta_seconds": 243003.3144863788, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.37778132188907576, "fast_rcnn/fg_cls_accuracy": 0.574726250369932, "iteration": 25099, "loss_box_reg": 0.2570985537022352, "loss_cls": 0.2123273191973567, "loss_mask": 0.26660787500441074, "loss_rpn_cls": 0.04442071449011564, "loss_rpn_loc": 0.07821135385893285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925506367542657, "mask_rcnn/false_negative": 0.09503883861230905, "mask_rcnn/false_positive": 0.1359327111710587, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9591608315240592, "total_loss": 0.8674827457871288}
{"data_time": 0.021585467038676143, "eta_seconds": 243084.61060853675, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3589539115854905, "fast_rcnn/fg_cls_accuracy": 0.6141194331983806, "iteration": 25119, "loss_box_reg": 0.24756484106183052, "loss_cls": 0.22162644751369953, "loss_mask": 0.27332621067762375, "loss_rpn_cls": 0.049636200768873096, "loss_rpn_loc": 0.09916159906424582, "lr": 0.0001, "mask_rcnn/accuracy": 0.881291978253752, "mask_rcnn/false_negative": 0.0984679066036914, "mask_rcnn/false_positive": 0.13259324480598053, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9942178570199758, "total_loss": 0.8995991442352533}
{"data_time": 0.015365800354629755, "eta_seconds": 242809.6672216896, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3902981054143845, "fast_rcnn/fg_cls_accuracy": 0.5872747747747749, "iteration": 25139, "loss_box_reg": 0.242759482935071, "loss_cls": 0.22140613943338394, "loss_mask": 0.2535365391522646, "loss_rpn_cls": 0.04683677037246525, "loss_rpn_loc": 0.09686250519007444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890820118622836, "mask_rcnn/false_negative": 0.10839257358559577, "mask_rcnn/false_positive": 0.1125444774331614, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9792983280494809, "total_loss": 0.8865876612253487}
{"data_time": 0.015411238884553313, "eta_seconds": 242709.51909217052, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3700832408904997, "fast_rcnn/fg_cls_accuracy": 0.6038748832866481, "iteration": 25159, "loss_box_reg": 0.25533729046583176, "loss_cls": 0.21544560603797436, "loss_mask": 0.2829633057117462, "loss_rpn_cls": 0.047325601102784276, "loss_rpn_loc": 0.07577221980318427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828332262731766, "mask_rcnn/false_negative": 0.11079187158080483, "mask_rcnn/false_positive": 0.1310850180311957, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.006892430363223, "total_loss": 0.8977269311435521}
{"data_time": 0.01524927606806159, "eta_seconds": 242923.9340651501, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.4032051282051282, "fast_rcnn/fg_cls_accuracy": 0.5483810429386448, "iteration": 25179, "loss_box_reg": 0.2349365409463644, "loss_cls": 0.19782768934965134, "loss_mask": 0.2606867775321007, "loss_rpn_cls": 0.0400656049605459, "loss_rpn_loc": 0.08138943510130048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767913272433687, "mask_rcnn/false_negative": 0.10466736153894515, "mask_rcnn/false_positive": 0.1440661728339574, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9964839699678123, "total_loss": 0.8294152009766549}
{"data_time": 0.016350013902410865, "eta_seconds": 243060.21862998605, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35939286297566553, "fast_rcnn/fg_cls_accuracy": 0.5984693877551021, "iteration": 25199, "loss_box_reg": 0.24002251960337162, "loss_cls": 0.20604213373735547, "loss_mask": 0.2560197189450264, "loss_rpn_cls": 0.045978802954778075, "loss_rpn_loc": 0.08495990233495831, "lr": 0.0001, "mask_rcnn/accuracy": 0.8710370596534023, "mask_rcnn/false_negative": 0.099861520145935, "mask_rcnn/false_positive": 0.16070609250130408, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9893220933154225, "total_loss": 0.8516028019948862}
{"data_time": 0.01558233192190528, "eta_seconds": 242985.34377963748, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3432001515889773, "fast_rcnn/fg_cls_accuracy": 0.5981809322722105, "iteration": 25219, "loss_box_reg": 0.24224581755697727, "loss_cls": 0.21603461727499962, "loss_mask": 0.2746594753116369, "loss_rpn_cls": 0.04030315880663693, "loss_rpn_loc": 0.0675658646505326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777104591836735, "mask_rcnn/false_negative": 0.11334217348843267, "mask_rcnn/false_positive": 0.1286268692016747, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9885707686189562, "total_loss": 0.8234663802431896}
{"data_time": 0.014623983530327678, "eta_seconds": 242794.8393081501, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3573270390352269, "fast_rcnn/fg_cls_accuracy": 0.5989068697931006, "iteration": 25239, "loss_box_reg": 0.25533011369407177, "loss_cls": 0.2086471365764737, "loss_mask": 0.2717377692461014, "loss_rpn_cls": 0.0436288567725569, "loss_rpn_loc": 0.08440952561795712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8694853376791725, "mask_rcnn/false_negative": 0.10119432247982216, "mask_rcnn/false_positive": 0.1664641998074922, "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": 0.9805836188606918, "total_loss": 0.8386157386703417}
{"data_time": 0.01524221757426858, "eta_seconds": 242945.63704807777, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35623306233062335, "fast_rcnn/fg_cls_accuracy": 0.5724916816366341, "iteration": 25259, "loss_box_reg": 0.24720091000199318, "loss_cls": 0.20246251113712788, "loss_mask": 0.26322074607014656, "loss_rpn_cls": 0.04542256519198418, "loss_rpn_loc": 0.08101382432505488, "lr": 0.0001, "mask_rcnn/accuracy": 0.886661495562014, "mask_rcnn/false_negative": 0.10827133283782911, "mask_rcnn/false_positive": 0.12710783456363006, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9967673420906067, "total_loss": 0.8456297781085595}
{"data_time": 0.015256186947226524, "eta_seconds": 242852.0829724148, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.358135399083675, "fast_rcnn/fg_cls_accuracy": 0.5715144170075241, "iteration": 25279, "loss_box_reg": 0.24513485562056303, "loss_cls": 0.20577833615243435, "loss_mask": 0.2576110064983368, "loss_rpn_cls": 0.051090970169752836, "loss_rpn_loc": 0.08289300184696913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883138131628043, "mask_rcnn/false_negative": 0.09862442022988735, "mask_rcnn/false_positive": 0.12171909505150327, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0102625219151378, "total_loss": 0.8511830265633762}
{"data_time": 0.02415355108678341, "eta_seconds": 242692.96859235037, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3548720066061106, "fast_rcnn/fg_cls_accuracy": 0.6229768872431916, "iteration": 25299, "loss_box_reg": 0.24005684908479452, "loss_cls": 0.1997606223449111, "loss_mask": 0.25800902396440506, "loss_rpn_cls": 0.04855344840325415, "loss_rpn_loc": 0.08876904379576445, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833306760204082, "mask_rcnn/false_negative": 0.09481084114915353, "mask_rcnn/false_positive": 0.13520320599820496, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9931044070981443, "total_loss": 0.8365441679488868}
{"data_time": 0.013995502842590213, "eta_seconds": 242914.57763087936, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.376147148795984, "fast_rcnn/fg_cls_accuracy": 0.5692868151884545, "iteration": 25319, "loss_box_reg": 0.2395147792994976, "loss_cls": 0.2086943183094263, "loss_mask": 0.27657017670571804, "loss_rpn_cls": 0.04376109316945076, "loss_rpn_loc": 0.07026969094295055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794506117198166, "mask_rcnn/false_negative": 0.09712063191522893, "mask_rcnn/false_positive": 0.14144765210667198, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0026973618660122, "total_loss": 0.8685086935292929}
{"data_time": 0.01755494112148881, "eta_seconds": 242947.3544271104, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.30929083271559177, "fast_rcnn/fg_cls_accuracy": 0.6544443570173368, "iteration": 25339, "loss_box_reg": 0.22768884152173996, "loss_cls": 0.20119901932775974, "loss_mask": 0.256611168384552, "loss_rpn_cls": 0.039363980293273926, "loss_rpn_loc": 0.08256472315406427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891777017702258, "mask_rcnn/false_negative": 0.09189309622699396, "mask_rcnn/false_positive": 0.12275397290006884, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0335372732952237, "total_loss": 0.8309582976507954}
{"data_time": 0.01720601669512689, "eta_seconds": 242874.86624006182, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3592819524284878, "fast_rcnn/fg_cls_accuracy": 0.6015050167224081, "iteration": 25359, "loss_box_reg": 0.23245692998170853, "loss_cls": 0.20538516528904438, "loss_mask": 0.2619967721402645, "loss_rpn_cls": 0.04235282260924578, "loss_rpn_loc": 0.07958530529867858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984237279677727, "mask_rcnn/false_negative": 0.09160638584282293, "mask_rcnn/false_positive": 0.11973038985015799, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9901979689020663, "total_loss": 0.839790374157019}
{"data_time": 0.016113861231133342, "eta_seconds": 242826.51685339864, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3836957779063042, "fast_rcnn/fg_cls_accuracy": 0.5790956661746947, "iteration": 25379, "loss_box_reg": 0.23200706019997597, "loss_cls": 0.20464868657290936, "loss_mask": 0.2600222025066614, "loss_rpn_cls": 0.05366547219455242, "loss_rpn_loc": 0.10129211423918605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883279325243612, "mask_rcnn/false_negative": 0.09424110052061922, "mask_rcnn/false_positive": 0.13727333099940253, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9699496992398053, "total_loss": 0.8699532991740853}
{"data_time": 0.02041862951591611, "eta_seconds": 242861.64001999423, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4158691447313094, "fast_rcnn/fg_cls_accuracy": 0.5396080368906455, "iteration": 25399, "loss_box_reg": 0.23880648333579302, "loss_cls": 0.20191342569887638, "loss_mask": 0.265559121966362, "loss_rpn_cls": 0.0463519103359431, "loss_rpn_loc": 0.07883019093424082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852908115278945, "mask_rcnn/false_negative": 0.098931337122784, "mask_rcnn/false_positive": 0.125144825591845, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9969907747581601, "total_loss": 0.8347267573699355}
{"data_time": 0.016990773379802704, "eta_seconds": 243131.43786754925, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3021705240436503, "fast_rcnn/fg_cls_accuracy": 0.6459858811159926, "iteration": 25419, "loss_box_reg": 0.24137870408594608, "loss_cls": 0.2092574154958129, "loss_mask": 0.25731765292584896, "loss_rpn_cls": 0.042999678291380405, "loss_rpn_loc": 0.07691371813416481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914674515989875, "mask_rcnn/false_negative": 0.09135728392329238, "mask_rcnn/false_positive": 0.12216265826015185, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0019559185020626, "total_loss": 0.8325862844940275}
{"data_time": 0.014600994531065226, "eta_seconds": 242952.0589959249, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33337194217939214, "fast_rcnn/fg_cls_accuracy": 0.6077672327672328, "iteration": 25439, "loss_box_reg": 0.24009398743510246, "loss_cls": 0.2139347717165947, "loss_mask": 0.26185879297554493, "loss_rpn_cls": 0.03811150067485869, "loss_rpn_loc": 0.07128092064522207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958443062736998, "mask_rcnn/false_negative": 0.09145249927599172, "mask_rcnn/false_positive": 0.13848975515992512, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9812401395756751, "total_loss": 0.8275952021358535}
{"data_time": 0.01569403544999659, "eta_seconds": 242775.58776301797, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4021222125849864, "fast_rcnn/fg_cls_accuracy": 0.5735226129286666, "iteration": 25459, "loss_box_reg": 0.24703805148601532, "loss_cls": 0.20914995297789574, "loss_mask": 0.2613823302090168, "loss_rpn_cls": 0.04120188462547958, "loss_rpn_loc": 0.07403218327090144, "lr": 0.0001, "mask_rcnn/accuracy": 0.88884956549544, "mask_rcnn/false_negative": 0.09215859410542224, "mask_rcnn/false_positive": 0.12604785282873956, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9704238753765821, "total_loss": 0.8284895897959359}
{"data_time": 0.01451113959774375, "eta_seconds": 242782.2085759975, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.313430557512564, "fast_rcnn/fg_cls_accuracy": 0.6445128205128206, "iteration": 25479, "loss_box_reg": 0.2342330813407898, "loss_cls": 0.1912621119990945, "loss_mask": 0.26017913594841957, "loss_rpn_cls": 0.04879344976507127, "loss_rpn_loc": 0.07269742339849472, "lr": 0.0001, "mask_rcnn/accuracy": 0.894254325148973, "mask_rcnn/false_negative": 0.09569208153578025, "mask_rcnn/false_positive": 0.10297401492386782, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.9778142306022346, "total_loss": 0.8194029650185257}
{"data_time": 0.014803116908296943, "eta_seconds": 242452.68167811446, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35190246806668113, "fast_rcnn/fg_cls_accuracy": 0.58586723279916, "iteration": 25499, "loss_box_reg": 0.23207666166126728, "loss_cls": 0.20003435481339693, "loss_mask": 0.2568622510880232, "loss_rpn_cls": 0.039499561535194516, "loss_rpn_loc": 0.07401934929657727, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945071942191049, "mask_rcnn/false_negative": 0.0996750302379525, "mask_rcnn/false_positive": 0.10343738522599694, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9841839994769543, "total_loss": 0.8168387298937887}
{"data_time": 0.026036399882286787, "eta_seconds": 242716.02067679167, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32176346037507564, "fast_rcnn/fg_cls_accuracy": 0.6333476501884283, "iteration": 25519, "loss_box_reg": 0.2525865472853184, "loss_cls": 0.21217123232781887, "loss_mask": 0.26122760586440563, "loss_rpn_cls": 0.04274311859626323, "loss_rpn_loc": 0.07805547886528075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959464638216181, "mask_rcnn/false_negative": 0.0891372293230724, "mask_rcnn/false_positive": 0.13079638173996472, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.9995215947274119, "total_loss": 0.8435029238462448}
{"data_time": 0.017700695898383856, "eta_seconds": 242722.63499299996, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3761120996441281, "fast_rcnn/fg_cls_accuracy": 0.5820497271073377, "iteration": 25539, "loss_box_reg": 0.24424052238464355, "loss_cls": 0.2191759143024683, "loss_mask": 0.25565329380333424, "loss_rpn_cls": 0.04288253537379205, "loss_rpn_loc": 0.08460185816511512, "lr": 0.0001, "mask_rcnn/accuracy": 0.896754574389634, "mask_rcnn/false_negative": 0.10137371205263385, "mask_rcnn/false_positive": 0.11087047490617101, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9807672435417771, "total_loss": 0.8353924195980653}
{"data_time": 0.02016383083537221, "eta_seconds": 243116.89556524158, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4001739046422878, "fast_rcnn/fg_cls_accuracy": 0.5777216149617741, "iteration": 25559, "loss_box_reg": 0.2515295688062906, "loss_cls": 0.19808002095669508, "loss_mask": 0.2539518717676401, "loss_rpn_cls": 0.04515362624078989, "loss_rpn_loc": 0.07328556652646512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753553530232744, "mask_rcnn/false_negative": 0.09345035557661427, "mask_rcnn/false_positive": 0.1366539635038727, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0085742443334311, "total_loss": 0.7981958733871579}
{"data_time": 0.015061804791912436, "eta_seconds": 243212.7405601507, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3345572551648486, "fast_rcnn/fg_cls_accuracy": 0.6362855168033476, "iteration": 25579, "loss_box_reg": 0.2602219842374325, "loss_cls": 0.21683720964938402, "loss_mask": 0.26767171919345856, "loss_rpn_cls": 0.043637843686155975, "loss_rpn_loc": 0.09553128317929804, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015024787624409, "mask_rcnn/false_negative": 0.0865219611600766, "mask_rcnn/false_positive": 0.115283036362202, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0138312478084117, "total_loss": 0.8818460889160633}
{"data_time": 0.015588190173730254, "eta_seconds": 243118.96374775097, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3751417736890946, "fast_rcnn/fg_cls_accuracy": 0.6117089427617184, "iteration": 25599, "loss_box_reg": 0.264202281832695, "loss_cls": 0.2291336776688695, "loss_mask": 0.2759867496788502, "loss_rpn_cls": 0.04703959450125694, "loss_rpn_loc": 0.08115060068666935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815051410677043, "mask_rcnn/false_negative": 0.10940809334719852, "mask_rcnn/false_positive": 0.1427056044543335, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9921569949947298, "total_loss": 0.8707889071956743}
{"data_time": 0.013375965179875493, "eta_seconds": 243245.13979917392, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3210030395136778, "fast_rcnn/fg_cls_accuracy": 0.6289850017439833, "iteration": 25619, "loss_box_reg": 0.26233991980552673, "loss_cls": 0.21591687947511673, "loss_mask": 0.26803332194685936, "loss_rpn_cls": 0.034952925983816385, "loss_rpn_loc": 0.06757875718176365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889533025943297, "mask_rcnn/false_negative": 0.08987246537948668, "mask_rcnn/false_positive": 0.12805129034340154, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9831057277042419, "total_loss": 0.8736550386529416}
{"data_time": 0.01287427288480103, "eta_seconds": 243225.23267585784, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.35851670018533854, "fast_rcnn/fg_cls_accuracy": 0.6027579256001465, "iteration": 25639, "loss_box_reg": 0.23078924603760242, "loss_cls": 0.19523015897721052, "loss_mask": 0.26467059925198555, "loss_rpn_cls": 0.039270827546715736, "loss_rpn_loc": 0.07431018562056124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893349953617811, "mask_rcnn/false_negative": 0.08889325004332169, "mask_rcnn/false_positive": 0.1300940093001333, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9865605116356164, "total_loss": 0.7927757860161364}
{"data_time": 0.0185158783569932, "eta_seconds": 243266.92604138982, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3634365268364169, "fast_rcnn/fg_cls_accuracy": 0.5967254744720663, "iteration": 25659, "loss_box_reg": 0.24953005649149418, "loss_cls": 0.20958203449845314, "loss_mask": 0.2620974015444517, "loss_rpn_cls": 0.04610735713504255, "loss_rpn_loc": 0.0831189975142479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815585290459549, "mask_rcnn/false_negative": 0.09824616252507357, "mask_rcnn/false_positive": 0.139701597173101, "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": 0.9984875810332596, "total_loss": 0.8585116426693276}
{"data_time": 0.023497267393395305, "eta_seconds": 243027.50373948365, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3077745713800713, "fast_rcnn/fg_cls_accuracy": 0.6691765154403355, "iteration": 25679, "loss_box_reg": 0.2100552897900343, "loss_cls": 0.18218678142875433, "loss_mask": 0.2591129280626774, "loss_rpn_cls": 0.0399608098086901, "loss_rpn_loc": 0.08256451436318457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909834988812801, "mask_rcnn/false_negative": 0.096923498897044, "mask_rcnn/false_positive": 0.12725034460353637, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9877898958511651, "total_loss": 0.7775978173594922}
{"data_time": 0.01560026197694242, "eta_seconds": 243019.487903337, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3601720771296071, "fast_rcnn/fg_cls_accuracy": 0.6005685645231587, "iteration": 25699, "loss_box_reg": 0.25745536386966705, "loss_cls": 0.21914942748844624, "loss_mask": 0.2736973036080599, "loss_rpn_cls": 0.04620636161416769, "loss_rpn_loc": 0.09594381600618362, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884308377606361, "mask_rcnn/false_negative": 0.08804814659387598, "mask_rcnn/false_positive": 0.13777383322355297, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.014629704412073, "total_loss": 0.8560845479369164}
{"data_time": 0.02688977844081819, "eta_seconds": 243207.1895448584, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3536680690622342, "fast_rcnn/fg_cls_accuracy": 0.6196161470535232, "iteration": 25719, "loss_box_reg": 0.24639762751758099, "loss_cls": 0.22009646706283092, "loss_mask": 0.264059079810977, "loss_rpn_cls": 0.044311788165941834, "loss_rpn_loc": 0.07574292155914009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925936878475785, "mask_rcnn/false_negative": 0.09639257308093815, "mask_rcnn/false_positive": 0.1208420216847324, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0127093244809657, "total_loss": 0.8813021250534803}
{"data_time": 0.018509409157559276, "eta_seconds": 242979.6975655714, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.4034688781879793, "fast_rcnn/fg_cls_accuracy": 0.5682402055234426, "iteration": 25739, "loss_box_reg": 0.2562682665884495, "loss_cls": 0.22195388469845057, "loss_mask": 0.2661833707243204, "loss_rpn_cls": 0.055253198370337486, "loss_rpn_loc": 0.07837709272280335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866707982125235, "mask_rcnn/false_negative": 0.09416637451140832, "mask_rcnn/false_positive": 0.13151500816813844, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9625461206305772, "total_loss": 0.8825386597309262}
{"data_time": 0.016202463302761316, "eta_seconds": 242947.92695371434, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38065434681543464, "fast_rcnn/fg_cls_accuracy": 0.5901441190144119, "iteration": 25759, "loss_box_reg": 0.23025966063141823, "loss_cls": 0.1898509981110692, "loss_mask": 0.2593943662941456, "loss_rpn_cls": 0.045225081499665976, "loss_rpn_loc": 0.06483285827562213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919286292704014, "mask_rcnn/false_negative": 0.08959057498142053, "mask_rcnn/false_positive": 0.12650697880575396, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9921439022291452, "total_loss": 0.7893401443725452}
{"data_time": 0.02409374644048512, "eta_seconds": 243013.72841665987, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.37228127755461937, "fast_rcnn/fg_cls_accuracy": 0.5584745762711865, "iteration": 25779, "loss_box_reg": 0.25123715586960316, "loss_cls": 0.2191938366740942, "loss_mask": 0.2673437874764204, "loss_rpn_cls": 0.04397232457995415, "loss_rpn_loc": 0.08277919213287532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781718166477303, "mask_rcnn/false_negative": 0.08598186531676316, "mask_rcnn/false_positive": 0.1528304936251959, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0278384848497808, "total_loss": 0.881737309275195}
{"data_time": 0.015600135084241629, "eta_seconds": 243065.9756893292, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3735575899510326, "fast_rcnn/fg_cls_accuracy": 0.6009259259259259, "iteration": 25799, "loss_box_reg": 0.24140948709100485, "loss_cls": 0.2101576328277588, "loss_mask": 0.25865327566862106, "loss_rpn_cls": 0.04086888546589762, "loss_rpn_loc": 0.08209423662628978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8765975687449727, "mask_rcnn/false_negative": 0.10074116340714404, "mask_rcnn/false_positive": 0.13692700023351156, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0064715412445366, "total_loss": 0.8359513034811243}
{"data_time": 0.017347100423648953, "eta_seconds": 243167.96505982056, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3600705257373145, "fast_rcnn/fg_cls_accuracy": 0.6238360208948444, "iteration": 25819, "loss_box_reg": 0.2528900420293212, "loss_cls": 0.2245365958660841, "loss_mask": 0.26872966438531876, "loss_rpn_cls": 0.05064755119383335, "loss_rpn_loc": 0.0736296740360558, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816282515011069, "mask_rcnn/false_negative": 0.09914898287413522, "mask_rcnn/false_positive": 0.13283201539559683, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9972016320098191, "total_loss": 0.8608681110199541}
{"data_time": 0.018664021510630846, "eta_seconds": 243258.41820836067, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3331341142720535, "fast_rcnn/fg_cls_accuracy": 0.6356177679370327, "iteration": 25839, "loss_box_reg": 0.24869959615170956, "loss_cls": 0.1982599189504981, "loss_mask": 0.25602671317756176, "loss_rpn_cls": 0.0394007267896086, "loss_rpn_loc": 0.0699544291710481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936856674685583, "mask_rcnn/false_negative": 0.0965788423336668, "mask_rcnn/false_positive": 0.11549433390245756, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9920803625136614, "total_loss": 0.8112844835268334}
{"data_time": 0.021611874690279365, "eta_seconds": 243272.15220229235, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3688821176918682, "fast_rcnn/fg_cls_accuracy": 0.5908652934858154, "iteration": 25859, "loss_box_reg": 0.25166684947907925, "loss_cls": 0.2063515093177557, "loss_mask": 0.27013788372278214, "loss_rpn_cls": 0.056414670194499195, "loss_rpn_loc": 0.09709826833568513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794164406762475, "mask_rcnn/false_negative": 0.09970531806632374, "mask_rcnn/false_positive": 0.13977042777412482, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0134753631427884, "total_loss": 0.9057636773213744}
{"data_time": 0.015384142054244876, "eta_seconds": 243272.36201421358, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3031133752633073, "fast_rcnn/fg_cls_accuracy": 0.6728167281672817, "iteration": 25879, "loss_box_reg": 0.2443731939420104, "loss_cls": 0.21196838468313217, "loss_mask": 0.2630302309989929, "loss_rpn_cls": 0.0461127741727978, "loss_rpn_loc": 0.08591153752058744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902258906863845, "mask_rcnn/false_negative": 0.10506080736002232, "mask_rcnn/false_positive": 0.1320197845002087, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9910017733927816, "total_loss": 0.8590307356789708}
{"data_time": 0.017254302045330405, "eta_seconds": 243241.350882384, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.38752215911146487, "fast_rcnn/fg_cls_accuracy": 0.5347993953260337, "iteration": 25899, "loss_box_reg": 0.2270454466342926, "loss_cls": 0.21953119710087776, "loss_mask": 0.27722383476793766, "loss_rpn_cls": 0.0459871293278411, "loss_rpn_loc": 0.0811059360858053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804444606558908, "mask_rcnn/false_negative": 0.08894432690303569, "mask_rcnn/false_positive": 0.14435292336884026, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9834948587231338, "total_loss": 0.848090467392467}
{"data_time": 0.017054843483492732, "eta_seconds": 243307.6453248784, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.41059749473450835, "fast_rcnn/fg_cls_accuracy": 0.5646878383255143, "iteration": 25919, "loss_box_reg": 0.24690980277955532, "loss_cls": 0.2093757688999176, "loss_mask": 0.263291435316205, "loss_rpn_cls": 0.04810233740136027, "loss_rpn_loc": 0.07892382750287652, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802392815660395, "mask_rcnn/false_negative": 0.10677868401095054, "mask_rcnn/false_positive": 0.12939221215731905, "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": 1.0324572182726115, "total_loss": 0.8778381096199155}
{"data_time": 0.01447142194956541, "eta_seconds": 243280.89715511538, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3880984935995663, "fast_rcnn/fg_cls_accuracy": 0.5492380759448083, "iteration": 25939, "loss_box_reg": 0.22692249529063702, "loss_cls": 0.20874893758445978, "loss_mask": 0.26241783425211906, "loss_rpn_cls": 0.04168472206220031, "loss_rpn_loc": 0.08287557633593678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786764405143642, "mask_rcnn/false_negative": 0.10557462919582539, "mask_rcnn/false_positive": 0.12278635801772975, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.983399007236585, "total_loss": 0.8456295508658513}
{"data_time": 0.017969202250242233, "eta_seconds": 243228.8436144404, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3600274981357196, "fast_rcnn/fg_cls_accuracy": 0.5877043538117364, "iteration": 25959, "loss_box_reg": 0.2528555393218994, "loss_cls": 0.21039216965436935, "loss_mask": 0.2741275765001774, "loss_rpn_cls": 0.04790439922362566, "loss_rpn_loc": 0.07362446398474276, "lr": 0.0001, "mask_rcnn/accuracy": 0.883571459227273, "mask_rcnn/false_negative": 0.08877465238969379, "mask_rcnn/false_positive": 0.14102023626206273, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9968863485846668, "total_loss": 0.8749018921516836}
{"data_time": 0.01936660544015467, "eta_seconds": 243137.72241041064, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.4097610216442087, "fast_rcnn/fg_cls_accuracy": 0.5402222222222222, "iteration": 25979, "loss_box_reg": 0.25000368244946003, "loss_cls": 0.20321872178465128, "loss_mask": 0.26675211917608976, "loss_rpn_cls": 0.04745960934087634, "loss_rpn_loc": 0.08201414183713496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777709191603198, "mask_rcnn/false_negative": 0.1065132049468018, "mask_rcnn/false_positive": 0.138646714184661, "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": 0.965452364878729, "total_loss": 0.8771951298695058}
{"data_time": 0.02325495146214962, "eta_seconds": 243152.7786804363, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3592408465774159, "fast_rcnn/fg_cls_accuracy": 0.5711534934898221, "iteration": 25999, "loss_box_reg": 0.24270008131861687, "loss_cls": 0.19707254227250814, "loss_mask": 0.2615169696509838, "loss_rpn_cls": 0.04073231667280197, "loss_rpn_loc": 0.08493802393786609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917870745210383, "mask_rcnn/false_negative": 0.08662626116380998, "mask_rcnn/false_positive": 0.11696390684402375, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 1.0067893755622208, "total_loss": 0.8260112644638866}
{"data_time": 0.016682286746799946, "eta_seconds": 243169.04304643162, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3879359942466739, "fast_rcnn/fg_cls_accuracy": 0.5843221862639338, "iteration": 26019, "loss_box_reg": 0.2428699117153883, "loss_cls": 0.21481931116431952, "loss_mask": 0.2694577556103468, "loss_rpn_cls": 0.04450332967098802, "loss_rpn_loc": 0.08043112873565406, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697464864098668, "mask_rcnn/false_negative": 0.11885622256190873, "mask_rcnn/false_positive": 0.13088174912591094, "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": 0.9846456095110625, "total_loss": 0.8466363064944744}
{"data_time": 0.014970286749303341, "eta_seconds": 243059.15672555566, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.3872689403801094, "fast_rcnn/fg_cls_accuracy": 0.5489728355278065, "iteration": 26039, "loss_box_reg": 0.23807550594210625, "loss_cls": 0.21251733042299747, "loss_mask": 0.2581507693976164, "loss_rpn_cls": 0.046283123549073935, "loss_rpn_loc": 0.0786246529314667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865446905625477, "mask_rcnn/false_negative": 0.09549272819743923, "mask_rcnn/false_positive": 0.12176192945164117, "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": 0.9758124346844852, "total_loss": 0.803675050381571}
{"data_time": 0.014130783500149846, "eta_seconds": 243039.23057727516, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.4091239696137061, "fast_rcnn/fg_cls_accuracy": 0.5593944099378882, "iteration": 26059, "loss_box_reg": 0.2508881911635399, "loss_cls": 0.2124784290790558, "loss_mask": 0.26127392053604126, "loss_rpn_cls": 0.04103937768377364, "loss_rpn_loc": 0.07715377281419933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957180787265868, "mask_rcnn/false_negative": 0.09374945126950403, "mask_rcnn/false_positive": 0.10563424458445249, "roi_head/num_bg_samples": 462.125, "roi_head/num_fg_samples": 49.875, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 1.0042263814248145, "total_loss": 0.8359564370475709}
{"data_time": 0.013994921464473009, "eta_seconds": 242964.13771009073, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3837810218978102, "fast_rcnn/fg_cls_accuracy": 0.5670723461798512, "iteration": 26079, "loss_box_reg": 0.23939798213541508, "loss_cls": 0.21101038251072168, "loss_mask": 0.26372383907437325, "loss_rpn_cls": 0.04361501848325133, "loss_rpn_loc": 0.07036439678631723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878896907600249, "mask_rcnn/false_negative": 0.09911928878667275, "mask_rcnn/false_positive": 0.12705545605377638, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9896015925332904, "total_loss": 0.8635599468834698}
{"data_time": 0.017757451394572854, "eta_seconds": 242984.52127876226, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.31920437985751293, "fast_rcnn/fg_cls_accuracy": 0.6346859056122449, "iteration": 26099, "loss_box_reg": 0.22876021638512611, "loss_cls": 0.2010709084570408, "loss_mask": 0.2615261450409889, "loss_rpn_cls": 0.048169560031965375, "loss_rpn_loc": 0.08473109407350421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754031461429681, "mask_rcnn/false_negative": 0.0916517032499943, "mask_rcnn/false_positive": 0.12784360540139134, "roi_head/num_bg_samples": 462.625, "roi_head/num_fg_samples": 49.375, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9965232929680496, "total_loss": 0.830918055260554}
{"data_time": 0.015108713647350669, "eta_seconds": 242821.1143777892, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36717171717171715, "fast_rcnn/fg_cls_accuracy": 0.6062561094819159, "iteration": 26119, "loss_box_reg": 0.2434268668293953, "loss_cls": 0.227563900873065, "loss_mask": 0.26167391054332256, "loss_rpn_cls": 0.04112142929807305, "loss_rpn_loc": 0.06907752784900367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807699426275466, "mask_rcnn/false_negative": 0.09691733584091947, "mask_rcnn/false_positive": 0.1419051648415213, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.950392440194264, "total_loss": 0.8357407376170158}
{"data_time": 0.015831887954846025, "eta_seconds": 242859.8047104571, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3415931931685061, "fast_rcnn/fg_cls_accuracy": 0.6142415905315615, "iteration": 26139, "loss_box_reg": 0.2324571441859007, "loss_cls": 0.21638232003897429, "loss_mask": 0.25256582722067833, "loss_rpn_cls": 0.040537149645388126, "loss_rpn_loc": 0.07741129165515304, "lr": 0.0001, "mask_rcnn/accuracy": 0.889339547024496, "mask_rcnn/false_negative": 0.09562324946044057, "mask_rcnn/false_positive": 0.13105057728914782, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9937799309846014, "total_loss": 0.8128670481964946}
{"data_time": 0.01885421248152852, "eta_seconds": 242781.28805100918, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3375926665393496, "fast_rcnn/fg_cls_accuracy": 0.6321527953453073, "iteration": 26159, "loss_box_reg": 0.231305168941617, "loss_cls": 0.19937011320143938, "loss_mask": 0.2666047289967537, "loss_rpn_cls": 0.04611776350066066, "loss_rpn_loc": 0.09087862423621118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893049923032932, "mask_rcnn/false_negative": 0.09142148886373766, "mask_rcnn/false_positive": 0.12648587972132297, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9926970221567899, "total_loss": 0.8291216539219022}
{"data_time": 0.019855128368362784, "eta_seconds": 242864.52958541457, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4117308930378001, "fast_rcnn/fg_cls_accuracy": 0.5393115358721423, "iteration": 26179, "loss_box_reg": 0.24535507149994373, "loss_cls": 0.21751202456653118, "loss_mask": 0.2775664161890745, "loss_rpn_cls": 0.04830692568793893, "loss_rpn_loc": 0.08624720969237387, "lr": 0.0001, "mask_rcnn/accuracy": 0.87707200767916, "mask_rcnn/false_negative": 0.11754260304326242, "mask_rcnn/false_positive": 0.1406525382129633, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0050806039944291, "total_loss": 0.879438741481863}
{"data_time": 0.016221716767176986, "eta_seconds": 242909.55416387878, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.31746031746031744, "fast_rcnn/fg_cls_accuracy": 0.6530797101449275, "iteration": 26199, "loss_box_reg": 0.24183965846896172, "loss_cls": 0.2170438300818205, "loss_mask": 0.2549706008285284, "loss_rpn_cls": 0.0432163302320987, "loss_rpn_loc": 0.08580217219423503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850323048474048, "mask_rcnn/false_negative": 0.08927049252739817, "mask_rcnn/false_positive": 0.12706201933931063, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0334204249083996, "total_loss": 0.8418520586565137}
{"data_time": 0.015628861496225, "eta_seconds": 242824.6863355441, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3792808219178082, "fast_rcnn/fg_cls_accuracy": 0.5937063268351612, "iteration": 26219, "loss_box_reg": 0.23919484205543995, "loss_cls": 0.2079716082662344, "loss_mask": 0.2687263786792755, "loss_rpn_cls": 0.04599082691129297, "loss_rpn_loc": 0.08665087469853461, "lr": 0.0001, "mask_rcnn/accuracy": 0.8763722326780362, "mask_rcnn/false_negative": 0.09894847635765514, "mask_rcnn/false_positive": 0.12556021697236802, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.965684647904709, "total_loss": 0.847336946753785}
{"data_time": 0.01707304804585874, "eta_seconds": 242869.7002583556, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.40235351911396927, "fast_rcnn/fg_cls_accuracy": 0.5721506074376332, "iteration": 26239, "loss_box_reg": 0.26333431992679834, "loss_cls": 0.22263137437403202, "loss_mask": 0.26653061620891094, "loss_rpn_cls": 0.046212937391828746, "loss_rpn_loc": 0.09064360579941422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773996041094986, "mask_rcnn/false_negative": 0.10909568124663022, "mask_rcnn/false_positive": 0.14876750056998733, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0023820253554732, "total_loss": 0.8777418830431998}
{"data_time": 0.01391552947461605, "eta_seconds": 242740.29689217918, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3864167565623876, "fast_rcnn/fg_cls_accuracy": 0.5627158402293608, "iteration": 26259, "loss_box_reg": 0.2372012948617339, "loss_cls": 0.2096798401325941, "loss_mask": 0.275012731552124, "loss_rpn_cls": 0.04227380431257188, "loss_rpn_loc": 0.07891766168177128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8703226833746827, "mask_rcnn/false_negative": 0.1050984052640128, "mask_rcnn/false_positive": 0.13160301804594016, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9789810164365917, "total_loss": 0.854731960920617}
{"data_time": 0.015474023064598441, "eta_seconds": 242555.84470929578, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3887292074363992, "fast_rcnn/fg_cls_accuracy": 0.5797273076430675, "iteration": 26279, "loss_box_reg": 0.23873707838356495, "loss_cls": 0.2181395497173071, "loss_mask": 0.2618765737861395, "loss_rpn_cls": 0.0502320930827409, "loss_rpn_loc": 0.08515602070838213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764702983098344, "mask_rcnn/false_negative": 0.09819449377044095, "mask_rcnn/false_positive": 0.1321657761373816, "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": 0.9971957204397768, "total_loss": 0.8915579289896414}
{"data_time": 0.01458824728615582, "eta_seconds": 242615.10617933236, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3835834059464859, "fast_rcnn/fg_cls_accuracy": 0.6007215267889401, "iteration": 26299, "loss_box_reg": 0.22707560006529093, "loss_cls": 0.20509306155145168, "loss_mask": 0.2746862396597862, "loss_rpn_cls": 0.04048659629188478, "loss_rpn_loc": 0.08013771113473922, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840206180520829, "mask_rcnn/false_negative": 0.09682756068478449, "mask_rcnn/false_positive": 0.13195783800742, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.017725778510794, "total_loss": 0.8553285067901015}
{"data_time": 0.01865722076036036, "eta_seconds": 242632.16785114259, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4096557962954724, "fast_rcnn/fg_cls_accuracy": 0.5685356465789625, "iteration": 26319, "loss_box_reg": 0.24286159314215183, "loss_cls": 0.2029993962496519, "loss_mask": 0.26938669197261333, "loss_rpn_cls": 0.044140452751889825, "loss_rpn_loc": 0.07790525862947106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857641207265268, "mask_rcnn/false_negative": 0.08587875433384784, "mask_rcnn/false_positive": 0.14524160529650199, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0098646460101008, "total_loss": 0.8778030092362314}
{"data_time": 0.021530994912609458, "eta_seconds": 242660.62501332723, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3263360289170613, "fast_rcnn/fg_cls_accuracy": 0.6560714511368457, "iteration": 26339, "loss_box_reg": 0.2570103369653225, "loss_cls": 0.21314555034041405, "loss_mask": 0.26411817967891693, "loss_rpn_cls": 0.03920379187911749, "loss_rpn_loc": 0.07445230823941529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926892842833811, "mask_rcnn/false_negative": 0.09736591948863607, "mask_rcnn/false_positive": 0.11378213394087577, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0032572420313954, "total_loss": 0.8633420751430094}
{"data_time": 0.01682929089292884, "eta_seconds": 242592.33985248022, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.34168632075471694, "fast_rcnn/fg_cls_accuracy": 0.5917443064182195, "iteration": 26359, "loss_box_reg": 0.25551761500537395, "loss_cls": 0.22156949993222952, "loss_mask": 0.26082257740199566, "loss_rpn_cls": 0.05004897597245872, "loss_rpn_loc": 0.09274560399353504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905484519904803, "mask_rcnn/false_negative": 0.10437545445871457, "mask_rcnn/false_positive": 0.12873809199708566, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9755191467702389, "total_loss": 0.9126043749274686}
{"data_time": 0.027679699240252376, "eta_seconds": 242572.42585314903, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3966578073089701, "fast_rcnn/fg_cls_accuracy": 0.5832976588628762, "iteration": 26379, "loss_box_reg": 0.22958560660481453, "loss_cls": 0.2033395553007722, "loss_mask": 0.2618347089737654, "loss_rpn_cls": 0.04369335062801838, "loss_rpn_loc": 0.06977512687444687, "lr": 0.0001, "mask_rcnn/accuracy": 0.884183589341052, "mask_rcnn/false_negative": 0.09649485177112052, "mask_rcnn/false_positive": 0.12774944718284503, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9595115655101836, "total_loss": 0.8500312732066959}
{"data_time": 0.019311168463900685, "eta_seconds": 242660.23043878376, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.453475935828877, "fast_rcnn/fg_cls_accuracy": 0.5167704764870757, "iteration": 26399, "loss_box_reg": 0.2289730031043291, "loss_cls": 0.2082651499658823, "loss_mask": 0.25890797190368176, "loss_rpn_cls": 0.044190092012286186, "loss_rpn_loc": 0.08388326247222722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869519185133803, "mask_rcnn/false_negative": 0.08448951579760924, "mask_rcnn/false_positive": 0.13317929976056941, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0174586500506848, "total_loss": 0.8045739098452032}
{"data_time": 0.018407591385766864, "eta_seconds": 242391.17740554735, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.388145896656535, "fast_rcnn/fg_cls_accuracy": 0.5827572964669738, "iteration": 26419, "loss_box_reg": 0.2549123065546155, "loss_cls": 0.21360373683273792, "loss_mask": 0.2662298697978258, "loss_rpn_cls": 0.0425761048682034, "loss_rpn_loc": 0.09400609822478145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8624347541719231, "mask_rcnn/false_negative": 0.11083890705393754, "mask_rcnn/false_positive": 0.1312858240681127, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9937614721711725, "total_loss": 0.8803900963393971}
{"data_time": 0.022883493220433593, "eta_seconds": 242371.27501804382, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3428149444778732, "fast_rcnn/fg_cls_accuracy": 0.5913226707286113, "iteration": 26439, "loss_box_reg": 0.2589968405663967, "loss_cls": 0.21341039147228003, "loss_mask": 0.2629053667187691, "loss_rpn_cls": 0.050818076357245445, "loss_rpn_loc": 0.08367720944806933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843096846384428, "mask_rcnn/false_negative": 0.09398948977830426, "mask_rcnn/false_positive": 0.13900532324308706, "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": 0.9838058513123542, "total_loss": 0.8622534989845008}
{"data_time": 0.019491279497742653, "eta_seconds": 242600.46190911904, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3236979018593279, "fast_rcnn/fg_cls_accuracy": 0.6532609916455718, "iteration": 26459, "loss_box_reg": 0.255511986091733, "loss_cls": 0.2187661025673151, "loss_mask": 0.2846078872680664, "loss_rpn_cls": 0.04939115897286683, "loss_rpn_loc": 0.08692890172824264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814526560088336, "mask_rcnn/false_negative": 0.08812855817401177, "mask_rcnn/false_positive": 0.12949431896695124, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0233709504827857, "total_loss": 0.8924767528660595}
{"data_time": 0.01864679343998432, "eta_seconds": 242659.60769198835, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.356949276689251, "fast_rcnn/fg_cls_accuracy": 0.627302691814686, "iteration": 26479, "loss_box_reg": 0.25188499689102173, "loss_cls": 0.2345151463523507, "loss_mask": 0.26793440245091915, "loss_rpn_cls": 0.0462267033290118, "loss_rpn_loc": 0.08696306217461824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957539993628362, "mask_rcnn/false_negative": 0.0924203688335034, "mask_rcnn/false_positive": 0.12906701401663423, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0053571937605739, "total_loss": 0.8714060431811959}
{"data_time": 0.017019802937284112, "eta_seconds": 242639.67835495714, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35885668276972627, "fast_rcnn/fg_cls_accuracy": 0.5933119335347432, "iteration": 26499, "loss_box_reg": 0.2434797715395689, "loss_cls": 0.2183803915977478, "loss_mask": 0.2746999189257622, "loss_rpn_cls": 0.043822175823152065, "loss_rpn_loc": 0.08067209599539638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805674146092393, "mask_rcnn/false_negative": 0.09599675393731491, "mask_rcnn/false_positive": 0.1529747374168044, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9590351679362357, "total_loss": 0.870372288278304}
{"data_time": 0.015071416040882468, "eta_seconds": 242481.36328591034, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.38414423740510695, "fast_rcnn/fg_cls_accuracy": 0.5568783068783069, "iteration": 26519, "loss_box_reg": 0.25240146182477474, "loss_cls": 0.22254794649779797, "loss_mask": 0.282706156373024, "loss_rpn_cls": 0.04250212211627513, "loss_rpn_loc": 0.07772255642339587, "lr": 0.0001, "mask_rcnn/accuracy": 0.875310625026408, "mask_rcnn/false_negative": 0.11049644693830285, "mask_rcnn/false_positive": 0.14286243019423464, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.9835187452845275, "total_loss": 0.8936072129290551}
{"data_time": 0.018677845364436507, "eta_seconds": 242616.0969339125, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.42083550433689887, "fast_rcnn/fg_cls_accuracy": 0.548113050012524, "iteration": 26539, "loss_box_reg": 0.2651571212336421, "loss_cls": 0.21926364675164223, "loss_mask": 0.2529086545109749, "loss_rpn_cls": 0.04591134446673095, "loss_rpn_loc": 0.08721700357273221, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754362962303635, "mask_rcnn/false_negative": 0.10896268712400314, "mask_rcnn/false_positive": 0.13089261000962066, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0035853241570294, "total_loss": 0.8574930067989044}
{"data_time": 0.018703683046624064, "eta_seconds": 242216.01789020002, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3671355498721227, "fast_rcnn/fg_cls_accuracy": 0.6147818282242474, "iteration": 26559, "loss_box_reg": 0.24306979775428772, "loss_cls": 0.21139198169112206, "loss_mask": 0.2607537657022476, "loss_rpn_cls": 0.04742259415797889, "loss_rpn_loc": 0.07754312315955758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863490686841833, "mask_rcnn/false_negative": 0.10898988390453994, "mask_rcnn/false_positive": 0.1235698204671918, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9790088396985084, "total_loss": 0.8571996610844508}
{"data_time": 0.015221705893054605, "eta_seconds": 242196.11844738945, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3859909156108057, "fast_rcnn/fg_cls_accuracy": 0.5597644376899696, "iteration": 26579, "loss_box_reg": 0.2363270130008459, "loss_cls": 0.20922517590224743, "loss_mask": 0.25653225742280483, "loss_rpn_cls": 0.049840246327221394, "loss_rpn_loc": 0.07281386153772473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846259360984428, "mask_rcnn/false_negative": 0.08660594405495137, "mask_rcnn/false_positive": 0.13871102665998486, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 1.012682914501056, "total_loss": 0.858446714002639}
{"data_time": 0.014053492108359933, "eta_seconds": 242274.30337765254, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.40522273425499233, "fast_rcnn/fg_cls_accuracy": 0.5402032749858836, "iteration": 26599, "loss_box_reg": 0.24345071241259575, "loss_cls": 0.21631671022623777, "loss_mask": 0.25673756189644337, "loss_rpn_cls": 0.04669758304953575, "loss_rpn_loc": 0.07000629557296634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874266975621491, "mask_rcnn/false_negative": 0.10584445794938167, "mask_rcnn/false_positive": 0.13147843370030393, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0363920375239104, "total_loss": 0.8294555190950632}
{"data_time": 0.0152525226585567, "eta_seconds": 242381.7734373454, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.41076900950336875, "fast_rcnn/fg_cls_accuracy": 0.5662987593907973, "iteration": 26619, "loss_box_reg": 0.24209354631602764, "loss_cls": 0.1968499030917883, "loss_mask": 0.2788392659276724, "loss_rpn_cls": 0.04195468174293637, "loss_rpn_loc": 0.10046971391420811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8697193430328902, "mask_rcnn/false_negative": 0.12109009937892491, "mask_rcnn/false_positive": 0.13904449717498227, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9988700808025897, "total_loss": 0.8516179877333343}
{"data_time": 0.02608736976981163, "eta_seconds": 242516.44356295466, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3288888888888889, "fast_rcnn/fg_cls_accuracy": 0.639356462437757, "iteration": 26639, "loss_box_reg": 0.2567798886448145, "loss_cls": 0.22236973186954856, "loss_mask": 0.26932439394295216, "loss_rpn_cls": 0.04703482027980499, "loss_rpn_loc": 0.07746056281030178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769836795223256, "mask_rcnn/false_negative": 0.09721275170309768, "mask_rcnn/false_positive": 0.12850411944064005, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.0018708310090005, "total_loss": 0.8930293202865869}
{"data_time": 0.014089825795963407, "eta_seconds": 242401.2334769033, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.39054510893757294, "fast_rcnn/fg_cls_accuracy": 0.5505079825834542, "iteration": 26659, "loss_box_reg": 0.2665548315271735, "loss_cls": 0.22994478046894073, "loss_mask": 0.26783636398613453, "loss_rpn_cls": 0.04461577720940113, "loss_rpn_loc": 0.0871050558052957, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839912952598826, "mask_rcnn/false_negative": 0.0939176542759386, "mask_rcnn/false_positive": 0.13862473167864076, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.988143851980567, "total_loss": 0.9015628914348781}
{"data_time": 0.020223402185365558, "eta_seconds": 242381.3106336817, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3361029671940555, "fast_rcnn/fg_cls_accuracy": 0.6346508657394265, "iteration": 26679, "loss_box_reg": 0.2593216337263584, "loss_cls": 0.22549788001924753, "loss_mask": 0.2675919644534588, "loss_rpn_cls": 0.04161370173096657, "loss_rpn_loc": 0.09807966102380306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791065649125824, "mask_rcnn/false_negative": 0.10277517663569795, "mask_rcnn/false_positive": 0.1349373688071508, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9743986676912755, "total_loss": 0.8953017161693424}
{"data_time": 0.01525183068588376, "eta_seconds": 242174.7658659937, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.39255757516531486, "fast_rcnn/fg_cls_accuracy": 0.5880816714150048, "iteration": 26699, "loss_box_reg": 0.2441706880927086, "loss_cls": 0.23157306667417288, "loss_mask": 0.2562840171158314, "loss_rpn_cls": 0.045394259301247075, "loss_rpn_loc": 0.07800397765822709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874540271355015, "mask_rcnn/false_negative": 0.10417831278270942, "mask_rcnn/false_positive": 0.12376998235663937, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9855452280025929, "total_loss": 0.8709423691034317}
{"data_time": 0.01872991304844618, "eta_seconds": 242092.64159299433, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.37336863258670516, "fast_rcnn/fg_cls_accuracy": 0.6106036645217581, "iteration": 26719, "loss_box_reg": 0.2695216927677393, "loss_cls": 0.22651266120374203, "loss_mask": 0.2770851571112871, "loss_rpn_cls": 0.05022191989701241, "loss_rpn_loc": 0.09315570024773479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870757081011684, "mask_rcnn/false_negative": 0.09217335482982184, "mask_rcnn/false_positive": 0.13357671299810803, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0164915565401316, "total_loss": 0.9221330574946478}
{"data_time": 0.014840692514553666, "eta_seconds": 242134.95086133014, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.36795944909460765, "fast_rcnn/fg_cls_accuracy": 0.5899882903981265, "iteration": 26739, "loss_box_reg": 0.2309202030301094, "loss_cls": 0.20004087127745152, "loss_mask": 0.2661608513444662, "loss_rpn_cls": 0.043141144793480635, "loss_rpn_loc": 0.08222976792603731, "lr": 0.0001, "mask_rcnn/accuracy": 0.888123078397161, "mask_rcnn/false_negative": 0.09094662681688717, "mask_rcnn/false_positive": 0.1373088890900146, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9870320765767246, "total_loss": 0.8157712395768613}
{"data_time": 0.020818290067836642, "eta_seconds": 241959.70950865187, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31714371197766034, "fast_rcnn/fg_cls_accuracy": 0.6304717138449993, "iteration": 26759, "loss_box_reg": 0.2317018173635006, "loss_cls": 0.2023295359686017, "loss_mask": 0.26932686381042004, "loss_rpn_cls": 0.04129230324178934, "loss_rpn_loc": 0.07196555146947503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870783884023408, "mask_rcnn/false_negative": 0.10004218324149294, "mask_rcnn/false_positive": 0.11951069527122653, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9741804925724864, "total_loss": 0.8466291214572266}
{"data_time": 0.013347811996936798, "eta_seconds": 241798.43555041123, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.35127821874033605, "fast_rcnn/fg_cls_accuracy": 0.5973631750634287, "iteration": 26779, "loss_box_reg": 0.24685081653296947, "loss_cls": 0.21040182560682297, "loss_mask": 0.2657075300812721, "loss_rpn_cls": 0.045809846837073565, "loss_rpn_loc": 0.07249509869143367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864447062193985, "mask_rcnn/false_negative": 0.09700201763724772, "mask_rcnn/false_positive": 0.12913900950751728, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9870597035624087, "total_loss": 0.8761109395418316}
{"data_time": 0.018538992619141936, "eta_seconds": 241625.81324577332, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.35508917312196, "fast_rcnn/fg_cls_accuracy": 0.6106482931412465, "iteration": 26799, "loss_box_reg": 0.2685238728299737, "loss_cls": 0.20493328850716352, "loss_mask": 0.26290521770715714, "loss_rpn_cls": 0.038468730403110385, "loss_rpn_loc": 0.08159376098774374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828060490295171, "mask_rcnn/false_negative": 0.1044553593932886, "mask_rcnn/false_positive": 0.11534446926870853, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9845578861422837, "total_loss": 0.8730890557635576}
{"data_time": 0.023780095390975475, "eta_seconds": 241345.96720414236, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.377101408050064, "fast_rcnn/fg_cls_accuracy": 0.5922920073486363, "iteration": 26819, "loss_box_reg": 0.25832874327898026, "loss_cls": 0.23101432994008064, "loss_mask": 0.2664937097579241, "loss_rpn_cls": 0.053525025956332684, "loss_rpn_loc": 0.07929160282947123, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834204594688646, "mask_rcnn/false_negative": 0.10521469624221394, "mask_rcnn/false_positive": 0.14240395807292772, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9671682335902005, "total_loss": 0.8843275841791183}
{"data_time": 0.01888681505806744, "eta_seconds": 241384.65646907687, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.37698135198135196, "fast_rcnn/fg_cls_accuracy": 0.6064180264180264, "iteration": 26839, "loss_box_reg": 0.24330365285277367, "loss_cls": 0.20617157965898514, "loss_mask": 0.25919787771999836, "loss_rpn_cls": 0.04154434252995998, "loss_rpn_loc": 0.10219461563974619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876287134572138, "mask_rcnn/false_negative": 0.09037591012183327, "mask_rcnn/false_positive": 0.1384117893320215, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9964015921577811, "total_loss": 0.9004682947415859}
{"data_time": 0.01702155009843409, "eta_seconds": 241532.1002760809, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3360246353719819, "fast_rcnn/fg_cls_accuracy": 0.6543794105437941, "iteration": 26859, "loss_box_reg": 0.23698509112000465, "loss_cls": 0.20840241573750973, "loss_mask": 0.2632784768939018, "loss_rpn_cls": 0.04392798547632992, "loss_rpn_loc": 0.09017652180045843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862059612096205, "mask_rcnn/false_negative": 0.09932374905391882, "mask_rcnn/false_positive": 0.1119429882359147, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0185843894723803, "total_loss": 0.835437391884625}
{"data_time": 0.015671322122216225, "eta_seconds": 241528.08481788263, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3965744400527009, "fast_rcnn/fg_cls_accuracy": 0.5513676844783715, "iteration": 26879, "loss_box_reg": 0.23882862646132708, "loss_cls": 0.2134800897911191, "loss_mask": 0.2504142113029957, "loss_rpn_cls": 0.047606431879103184, "loss_rpn_loc": 0.09436940820887685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890490243381997, "mask_rcnn/false_negative": 0.09642028259208812, "mask_rcnn/false_positive": 0.1424788665504399, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0100497999228537, "total_loss": 0.8476901247631758}
{"data_time": 0.026627203216776252, "eta_seconds": 241492.3647985328, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37657456171993364, "fast_rcnn/fg_cls_accuracy": 0.5971534166863254, "iteration": 26899, "loss_box_reg": 0.2275149431079626, "loss_cls": 0.20553579833358526, "loss_mask": 0.2585676275193691, "loss_rpn_cls": 0.04216579860076308, "loss_rpn_loc": 0.08122037420980632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880518531326449, "mask_rcnn/false_negative": 0.09782217722784786, "mask_rcnn/false_positive": 0.12565794125483948, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9678278297651559, "total_loss": 0.8139158394187689}
{"data_time": 0.019147771410644054, "eta_seconds": 241124.84077399597, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.4228309076644732, "fast_rcnn/fg_cls_accuracy": 0.5512454386799936, "iteration": 26919, "loss_box_reg": 0.23326112143695354, "loss_cls": 0.22087115235626698, "loss_mask": 0.25685288570821285, "loss_rpn_cls": 0.04266726190689951, "loss_rpn_loc": 0.08681558608077466, "lr": 0.0001, "mask_rcnn/accuracy": 0.884672437357159, "mask_rcnn/false_negative": 0.10536131149287142, "mask_rcnn/false_positive": 0.11054691557753488, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0004586628638208, "total_loss": 0.8735268551390618}
{"data_time": 0.020949708065018058, "eta_seconds": 241226.87222896144, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3454644808743169, "fast_rcnn/fg_cls_accuracy": 0.6301585705186228, "iteration": 26939, "loss_box_reg": 0.24499616771936417, "loss_cls": 0.2174457497894764, "loss_mask": 0.2689691595733166, "loss_rpn_cls": 0.04046901734545827, "loss_rpn_loc": 0.07998565351590514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870279136777129, "mask_rcnn/false_negative": 0.09865309812235915, "mask_rcnn/false_positive": 0.12331015771459017, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 1.0008367274422199, "total_loss": 0.8621692163869739}
{"data_time": 0.022895251866430044, "eta_seconds": 241265.532605052, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32156288156288154, "fast_rcnn/fg_cls_accuracy": 0.6066363458528952, "iteration": 26959, "loss_box_reg": 0.23351050540804863, "loss_cls": 0.2031749552115798, "loss_mask": 0.2558665778487921, "loss_rpn_cls": 0.04801873839460313, "loss_rpn_loc": 0.0857044761069119, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875882184269057, "mask_rcnn/false_negative": 0.08847303837664035, "mask_rcnn/false_positive": 0.13819627642855326, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.01982246292755, "total_loss": 0.8535881633870304}
{"data_time": 0.02174114133231342, "eta_seconds": 241016.8692269316, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2983829152893901, "fast_rcnn/fg_cls_accuracy": 0.6798015982364287, "iteration": 26979, "loss_box_reg": 0.23110357858240604, "loss_cls": 0.20233903359621763, "loss_mask": 0.2551288418471813, "loss_rpn_cls": 0.05311591224744916, "loss_rpn_loc": 0.09295393852517009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967359125371344, "mask_rcnn/false_negative": 0.10061021563450086, "mask_rcnn/false_positive": 0.10355609626889808, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9569330275990069, "total_loss": 0.8495305113028735}
{"data_time": 0.013901186641305685, "eta_seconds": 240916.14286601543, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.38247316064217474, "fast_rcnn/fg_cls_accuracy": 0.5665903141361257, "iteration": 26999, "loss_box_reg": 0.23278820794075727, "loss_cls": 0.20529245771467686, "loss_mask": 0.2718719206750393, "loss_rpn_cls": 0.053254676749929786, "loss_rpn_loc": 0.06886888132430613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947921530475679, "mask_rcnn/false_negative": 0.09111262838741255, "mask_rcnn/false_positive": 0.12196664190424755, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9887969782575965, "total_loss": 0.8511790663469583}
{"data_time": 0.015403376193717122, "eta_seconds": 240834.35994528234, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3905757984705353, "fast_rcnn/fg_cls_accuracy": 0.5505852842809364, "iteration": 27019, "loss_box_reg": 0.23919329699128866, "loss_cls": 0.21526972390711308, "loss_mask": 0.2658860981464386, "loss_rpn_cls": 0.04919644014444202, "loss_rpn_loc": 0.08764282031916082, "lr": 0.0001, "mask_rcnn/accuracy": 0.880282101663813, "mask_rcnn/false_negative": 0.11300566000026036, "mask_rcnn/false_positive": 0.12694027285550125, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9806365815456957, "total_loss": 0.896280714776367}
{"data_time": 0.012474088463932276, "eta_seconds": 240855.8654694818, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3683186299948106, "fast_rcnn/fg_cls_accuracy": 0.5955794898903132, "iteration": 27039, "loss_box_reg": 0.22981133870780468, "loss_cls": 0.20293051190674305, "loss_mask": 0.2633470855653286, "loss_rpn_cls": 0.04217942198738456, "loss_rpn_loc": 0.06266498129116371, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893362294629157, "mask_rcnn/false_negative": 0.0951767802541397, "mask_rcnn/false_positive": 0.12405835412659733, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9833880020305514, "total_loss": 0.8305459871189669}
{"data_time": 0.01672889431938529, "eta_seconds": 240836.0386777902, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.40397408963585435, "fast_rcnn/fg_cls_accuracy": 0.5646827076154203, "iteration": 27059, "loss_box_reg": 0.25760630145668983, "loss_cls": 0.22635033447295427, "loss_mask": 0.26941390335559845, "loss_rpn_cls": 0.046796471113339067, "loss_rpn_loc": 0.10650638910010457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736241650229312, "mask_rcnn/false_negative": 0.1086654237530165, "mask_rcnn/false_positive": 0.13260082650826066, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0158302783966064, "total_loss": 0.9173680017702281}
{"data_time": 0.022592775523662567, "eta_seconds": 240917.69349274226, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3571428571428571, "fast_rcnn/fg_cls_accuracy": 0.621776773950687, "iteration": 27079, "loss_box_reg": 0.22170377522706985, "loss_cls": 0.19533512741327286, "loss_mask": 0.2538106422871351, "loss_rpn_cls": 0.04362463188590482, "loss_rpn_loc": 0.07173698884434998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854026035392348, "mask_rcnn/false_negative": 0.0984200193806368, "mask_rcnn/false_positive": 0.11800873189261812, "roi_head/num_bg_samples": 461.875, "roi_head/num_fg_samples": 50.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0186092094518244, "total_loss": 0.7979491872247308}
{"data_time": 0.02290177857503295, "eta_seconds": 240897.8583459044, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.39483378256963164, "fast_rcnn/fg_cls_accuracy": 0.5850646209136775, "iteration": 27099, "loss_box_reg": 0.25028563290834427, "loss_cls": 0.21804273687303066, "loss_mask": 0.2792732138186693, "loss_rpn_cls": 0.04687355522764847, "loss_rpn_loc": 0.09287359024165198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741976147519857, "mask_rcnn/false_negative": 0.10575026729785639, "mask_rcnn/false_positive": 0.13548900512434725, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.006185435457155, "total_loss": 0.897200632141903}
{"data_time": 0.01477726362645626, "eta_seconds": 240817.02490702271, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.34054119469454935, "fast_rcnn/fg_cls_accuracy": 0.6088481906443071, "iteration": 27119, "loss_box_reg": 0.21866617910563946, "loss_cls": 0.20374304428696632, "loss_mask": 0.2555999383330345, "loss_rpn_cls": 0.0399131013546139, "loss_rpn_loc": 0.0870444942265749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844618458178726, "mask_rcnn/false_negative": 0.09518812491630156, "mask_rcnn/false_positive": 0.13395775769302942, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9710226729512215, "total_loss": 0.8127005384303629}
{"data_time": 0.02067569736391306, "eta_seconds": 240580.0017066812, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3966410099006784, "fast_rcnn/fg_cls_accuracy": 0.5327863095795486, "iteration": 27139, "loss_box_reg": 0.2590619307011366, "loss_cls": 0.2119775526225567, "loss_mask": 0.2740212455391884, "loss_rpn_cls": 0.05985515075735748, "loss_rpn_loc": 0.10158072062768042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805637801410557, "mask_rcnn/false_negative": 0.09079707279671492, "mask_rcnn/false_positive": 0.1410865146365582, "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": 0.9585440717637539, "total_loss": 0.9410604614531621}
{"data_time": 0.020841171499341726, "eta_seconds": 240497.74338016286, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3684417693077264, "fast_rcnn/fg_cls_accuracy": 0.5869254320589775, "iteration": 27159, "loss_box_reg": 0.24042404256761074, "loss_cls": 0.19589470233768225, "loss_mask": 0.25627262331545353, "loss_rpn_cls": 0.042240402894094586, "loss_rpn_loc": 0.08389165205881, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009130178449566, "mask_rcnn/false_negative": 0.09534109083627257, "mask_rcnn/false_positive": 0.1303963393201418, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9758112595882267, "total_loss": 0.8497949419543147}
{"data_time": 0.023738224990665913, "eta_seconds": 240253.2777935313, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3588347385453926, "fast_rcnn/fg_cls_accuracy": 0.6184902054467272, "iteration": 27179, "loss_box_reg": 0.22897240705788136, "loss_cls": 0.19554246123880148, "loss_mask": 0.2526385560631752, "loss_rpn_cls": 0.04386675055138767, "loss_rpn_loc": 0.0826628883369267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893205009276438, "mask_rcnn/false_negative": 0.09560552386345406, "mask_rcnn/false_positive": 0.12398967885727086, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9750797119922936, "total_loss": 0.8300895087886602}
{"data_time": 0.025352948578074574, "eta_seconds": 239957.07272430882, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.41875367430922983, "fast_rcnn/fg_cls_accuracy": 0.5379931897253682, "iteration": 27199, "loss_box_reg": 0.2550368756055832, "loss_cls": 0.21937930211424828, "loss_mask": 0.26856509782373905, "loss_rpn_cls": 0.048517070012167096, "loss_rpn_loc": 0.08187144808471203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764941112652413, "mask_rcnn/false_negative": 0.11151205431630323, "mask_rcnn/false_positive": 0.1340945171432321, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9845387109089643, "total_loss": 0.8831282155588269}
{"data_time": 0.022873772541061044, "eta_seconds": 240213.7006124435, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.34484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6219573274566763, "iteration": 27219, "loss_box_reg": 0.2476556971669197, "loss_cls": 0.2102094180881977, "loss_mask": 0.26853828877210617, "loss_rpn_cls": 0.05209814081899822, "loss_rpn_loc": 0.1010381483938545, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885567525689142, "mask_rcnn/false_negative": 0.09273481088877916, "mask_rcnn/false_positive": 0.1334826412664634, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.003826626809314, "total_loss": 0.8955637371400371}
{"data_time": 0.016607276862487197, "eta_seconds": 240036.84007546864, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.343326045151603, "fast_rcnn/fg_cls_accuracy": 0.6243843765746143, "iteration": 27239, "loss_box_reg": 0.2383196596056223, "loss_cls": 0.2174822110682726, "loss_mask": 0.2748047634959221, "loss_rpn_cls": 0.04963066359050572, "loss_rpn_loc": 0.08232074091210961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8761130111385214, "mask_rcnn/false_negative": 0.09902351984310692, "mask_rcnn/false_positive": 0.13152937739982923, "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": 0.9706992278806865, "total_loss": 0.8678342697676271}
{"data_time": 0.015362335601821542, "eta_seconds": 240017.0644254377, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.36719648510693287, "fast_rcnn/fg_cls_accuracy": 0.5858499709245978, "iteration": 27259, "loss_box_reg": 0.24301996733993292, "loss_cls": 0.2108594086021185, "loss_mask": 0.2628708891570568, "loss_rpn_cls": 0.04507650027517229, "loss_rpn_loc": 0.07529361918568611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8739261376027772, "mask_rcnn/false_negative": 0.1102906720308033, "mask_rcnn/false_positive": 0.13860820069665797, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9649394846055657, "total_loss": 0.8455722804646939}
{"data_time": 0.015111844055354595, "eta_seconds": 240154.3348408118, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.37072223924813563, "fast_rcnn/fg_cls_accuracy": 0.6066576186098098, "iteration": 27279, "loss_box_reg": 0.2569310571998358, "loss_cls": 0.21640842780470848, "loss_mask": 0.27418752759695053, "loss_rpn_cls": 0.04489641368854791, "loss_rpn_loc": 0.07514105318114161, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798108164291873, "mask_rcnn/false_negative": 0.10615331753540336, "mask_rcnn/false_positive": 0.14522888411740226, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.011566451517865, "total_loss": 0.8575568529777229}
{"data_time": 0.024360350565984845, "eta_seconds": 240134.5462502679, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.40878090366581415, "fast_rcnn/fg_cls_accuracy": 0.5565006684491979, "iteration": 27299, "loss_box_reg": 0.2545505091547966, "loss_cls": 0.2108447328209877, "loss_mask": 0.2618604712188244, "loss_rpn_cls": 0.043505750596523285, "loss_rpn_loc": 0.09225329593755305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884216280497161, "mask_rcnn/false_negative": 0.09505557382380499, "mask_rcnn/false_positive": 0.12405813056089032, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.994406322715804, "total_loss": 0.9096746253781021}
{"data_time": 0.01590338908135891, "eta_seconds": 239897.03079473227, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3998724157683695, "fast_rcnn/fg_cls_accuracy": 0.5354460034121871, "iteration": 27319, "loss_box_reg": 0.21915489993989468, "loss_cls": 0.2079220898449421, "loss_mask": 0.2633157391101122, "loss_rpn_cls": 0.05760279041714966, "loss_rpn_loc": 0.10411426774226129, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806347066192564, "mask_rcnn/false_negative": 0.1029223791120551, "mask_rcnn/false_positive": 0.14813759417156946, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9758813574444503, "total_loss": 0.8888572736177593}
{"data_time": 0.01673549134284258, "eta_seconds": 239692.80674715526, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.41145135760379886, "fast_rcnn/fg_cls_accuracy": 0.5682860505702342, "iteration": 27339, "loss_box_reg": 0.2410686118528247, "loss_cls": 0.2011276576668024, "loss_mask": 0.2664844896644354, "loss_rpn_cls": 0.04519570269621909, "loss_rpn_loc": 0.08059919206425548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774258742173373, "mask_rcnn/false_negative": 0.11199587023432328, "mask_rcnn/false_positive": 0.12111971936578933, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9738211915828288, "total_loss": 0.8419011642690748}
{"data_time": 0.014414160279557109, "eta_seconds": 239636.22448464856, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3733540372670807, "fast_rcnn/fg_cls_accuracy": 0.573498665480427, "iteration": 27359, "loss_box_reg": 0.2428696658462286, "loss_cls": 0.20642756577581167, "loss_mask": 0.26471162773668766, "loss_rpn_cls": 0.04725354490801692, "loss_rpn_loc": 0.08050640858709812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782139716892863, "mask_rcnn/false_negative": 0.10205927641654576, "mask_rcnn/false_positive": 0.14883830361488778, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9728918033652008, "total_loss": 0.8295258049620315}
{"data_time": 0.013897157507017255, "eta_seconds": 239703.01559944171, "fast_rcnn/cls_accuracy": 0.912353515625, "fast_rcnn/false_negative": 0.36224962528954896, "fast_rcnn/fg_cls_accuracy": 0.6171029953643171, "iteration": 27379, "loss_box_reg": 0.24963742680847645, "loss_cls": 0.23413976095616817, "loss_mask": 0.2633191104978323, "loss_rpn_cls": 0.04338942305184901, "loss_rpn_loc": 0.08466611569747329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8743940396393577, "mask_rcnn/false_negative": 0.1032345295106844, "mask_rcnn/false_positive": 0.14235847193159007, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9888512522447854, "total_loss": 0.901509519200772}
{"data_time": 0.015234535094350576, "eta_seconds": 239575.41640046984, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3699763760591872, "fast_rcnn/fg_cls_accuracy": 0.6083628145816817, "iteration": 27399, "loss_box_reg": 0.26543200202286243, "loss_cls": 0.21592015959322453, "loss_mask": 0.26984097994863987, "loss_rpn_cls": 0.04519415146205574, "loss_rpn_loc": 0.08274488954339176, "lr": 0.0001, "mask_rcnn/accuracy": 0.889882413589945, "mask_rcnn/false_negative": 0.09740901043544244, "mask_rcnn/false_positive": 0.11417233094255239, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0002222233451903, "total_loss": 0.8778902104822919}
{"data_time": 0.026211974443867803, "eta_seconds": 239705.6730529759, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.33090909090909093, "fast_rcnn/fg_cls_accuracy": 0.6416666666666666, "iteration": 27419, "loss_box_reg": 0.2463231859728694, "loss_cls": 0.19931679777801037, "loss_mask": 0.26226548105478287, "loss_rpn_cls": 0.03986761730629951, "loss_rpn_loc": 0.08855461527127773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917473039204953, "mask_rcnn/false_negative": 0.09583662044302882, "mask_rcnn/false_positive": 0.12138443219849152, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0213541141711175, "total_loss": 0.8435879107564688}
{"data_time": 0.017278642393648624, "eta_seconds": 239723.18210303783, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.37072513126152973, "fast_rcnn/fg_cls_accuracy": 0.5956843940714909, "iteration": 27439, "loss_box_reg": 0.2517637237906456, "loss_cls": 0.21714952867478132, "loss_mask": 0.2671407889574766, "loss_rpn_cls": 0.04557650303468108, "loss_rpn_loc": 0.08731508743949234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897936483430111, "mask_rcnn/false_negative": 0.09889492093856891, "mask_rcnn/false_positive": 0.125991294864157, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9861982106231153, "total_loss": 0.8862239809241146}
{"data_time": 0.014095434453338385, "eta_seconds": 239666.14701240323, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34068627450980393, "fast_rcnn/fg_cls_accuracy": 0.6324179292929293, "iteration": 27459, "loss_box_reg": 0.23816900327801704, "loss_cls": 0.2156601632013917, "loss_mask": 0.2739640697836876, "loss_rpn_cls": 0.0448944850359112, "loss_rpn_loc": 0.0727180759422481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803151300842917, "mask_rcnn/false_negative": 0.09584869172821607, "mask_rcnn/false_positive": 0.14298036891914168, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0030890691559762, "total_loss": 0.846180803142488}
{"data_time": 0.01689956453628838, "eta_seconds": 239517.71003139205, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.37718408597558806, "fast_rcnn/fg_cls_accuracy": 0.5879545729128912, "iteration": 27479, "loss_box_reg": 0.23359709046781063, "loss_cls": 0.20003659091889858, "loss_mask": 0.2651927974075079, "loss_rpn_cls": 0.05168740451335907, "loss_rpn_loc": 0.08595327474176884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878253425768527, "mask_rcnn/false_negative": 0.09092724347982628, "mask_rcnn/false_positive": 0.1371522932695559, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9690101405140013, "total_loss": 0.8517258284846321}
{"data_time": 0.01733860233798623, "eta_seconds": 239534.76319205947, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.36661279896574017, "fast_rcnn/fg_cls_accuracy": 0.5886091724825524, "iteration": 27499, "loss_box_reg": 0.25631786324083805, "loss_cls": 0.21687721833586693, "loss_mask": 0.26443566009402275, "loss_rpn_cls": 0.05495283694472164, "loss_rpn_loc": 0.09022992197424173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774387371580467, "mask_rcnn/false_negative": 0.10127203859248796, "mask_rcnn/false_positive": 0.1555922571985503, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9841566709801555, "total_loss": 0.912771295523271}
{"data_time": 0.015974449925124645, "eta_seconds": 239606.85795154423, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3765292678336156, "fast_rcnn/fg_cls_accuracy": 0.6029562542720437, "iteration": 27519, "loss_box_reg": 0.25663959234952927, "loss_cls": 0.22050231136381626, "loss_mask": 0.28832908160984516, "loss_rpn_cls": 0.050617451313883066, "loss_rpn_loc": 0.090980205219239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796330403569474, "mask_rcnn/false_negative": 0.09452031448928855, "mask_rcnn/false_positive": 0.1370271639954821, "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": 0.9848999760579318, "total_loss": 0.9133329837350175}
{"data_time": 0.01678534410893917, "eta_seconds": 239458.4528047638, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3898787035195864, "fast_rcnn/fg_cls_accuracy": 0.5623517786561265, "iteration": 27539, "loss_box_reg": 0.22828600369393826, "loss_cls": 0.19900604244321585, "loss_mask": 0.26242566481232643, "loss_rpn_cls": 0.04631759226322174, "loss_rpn_loc": 0.08645510184578598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825686360645657, "mask_rcnn/false_negative": 0.10117159720185293, "mask_rcnn/false_positive": 0.12830495916698187, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9969769807066768, "total_loss": 0.8490940020419657}
{"data_time": 0.01940336264669895, "eta_seconds": 239694.58548707888, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3843799618926643, "fast_rcnn/fg_cls_accuracy": 0.5791203556684662, "iteration": 27559, "loss_box_reg": 0.24384887516498566, "loss_cls": 0.20897441264241934, "loss_mask": 0.26336907036602497, "loss_rpn_cls": 0.039516664925031364, "loss_rpn_loc": 0.08956381626194343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851392853159222, "mask_rcnn/false_negative": 0.11354993040227467, "mask_rcnn/false_positive": 0.11220316517315866, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9942590445280075, "total_loss": 0.8416538250166923}
{"data_time": 0.01352740591391921, "eta_seconds": 239280.11426582467, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3624817409819019, "fast_rcnn/fg_cls_accuracy": 0.6021341035923611, "iteration": 27579, "loss_box_reg": 0.22557016741484404, "loss_cls": 0.19825434871017933, "loss_mask": 0.2636081762611866, "loss_rpn_cls": 0.049902064725756645, "loss_rpn_loc": 0.07680183742195368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8746660884900321, "mask_rcnn/false_negative": 0.10104156422816558, "mask_rcnn/false_positive": 0.14083528758897057, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9782282561063766, "total_loss": 0.8283072169870138}
{"data_time": 0.016004331409931183, "eta_seconds": 239217.82481689006, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.32174688057041, "fast_rcnn/fg_cls_accuracy": 0.6581196581196581, "iteration": 27599, "loss_box_reg": 0.23264776170253754, "loss_cls": 0.20544900093227625, "loss_mask": 0.26450812071561813, "loss_rpn_cls": 0.042192549677565694, "loss_rpn_loc": 0.0882994884159416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831248854071245, "mask_rcnn/false_negative": 0.09362689683364957, "mask_rcnn/false_positive": 0.13308285246323778, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0046241143718362, "total_loss": 0.8500972196925431}
{"data_time": 0.015125415520742536, "eta_seconds": 239162.2765976889, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.35796894470813906, "fast_rcnn/fg_cls_accuracy": 0.5944814867357071, "iteration": 27619, "loss_box_reg": 0.23633410967886448, "loss_cls": 0.2098861262202263, "loss_mask": 0.2522597275674343, "loss_rpn_cls": 0.05536209000274539, "loss_rpn_loc": 0.08487434452399611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954811696672212, "mask_rcnn/false_negative": 0.09415309574893807, "mask_rcnn/false_positive": 0.1066397550823808, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9742264912929386, "total_loss": 0.8470762848155573}
{"data_time": 0.01552603137679398, "eta_seconds": 238807.56028702483, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32909517973856206, "fast_rcnn/fg_cls_accuracy": 0.6559080561063377, "iteration": 27639, "loss_box_reg": 0.22119480278342962, "loss_cls": 0.20054342225193977, "loss_mask": 0.2582989018410444, "loss_rpn_cls": 0.04899345082230866, "loss_rpn_loc": 0.08967898844275624, "lr": 0.0001, "mask_rcnn/accuracy": 0.885982723596822, "mask_rcnn/false_negative": 0.08259274004144349, "mask_rcnn/false_positive": 0.11676937929133516, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.966039925115183, "total_loss": 0.8144723759032786}
{"data_time": 0.02004387346096337, "eta_seconds": 238787.85344098695, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3859420289855072, "fast_rcnn/fg_cls_accuracy": 0.571766648321409, "iteration": 27659, "loss_box_reg": 0.2656135316938162, "loss_cls": 0.22008210141211748, "loss_mask": 0.25839167460799217, "loss_rpn_cls": 0.04603768512606621, "loss_rpn_loc": 0.10014912439510226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897772161011643, "mask_rcnn/false_negative": 0.09308481401552157, "mask_rcnn/false_positive": 0.12809036119158185, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9964015414007008, "total_loss": 0.859575834358111}
{"data_time": 0.01627941057085991, "eta_seconds": 238890.27437886223, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3647836701478367, "fast_rcnn/fg_cls_accuracy": 0.5902566081420026, "iteration": 27679, "loss_box_reg": 0.2504372335970402, "loss_cls": 0.21258409414440393, "loss_mask": 0.26943193562328815, "loss_rpn_cls": 0.03866027295589447, "loss_rpn_loc": 0.08411333709955215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975169530986207, "mask_rcnn/false_negative": 0.10245714467439962, "mask_rcnn/false_positive": 0.11006816699632059, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0019163384567946, "total_loss": 0.853567719575949}
{"data_time": 0.023447754327207804, "eta_seconds": 238863.92723952886, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37264150943396224, "fast_rcnn/fg_cls_accuracy": 0.5737068412270568, "iteration": 27699, "loss_box_reg": 0.22746897116303444, "loss_cls": 0.19630196504294872, "loss_mask": 0.24854456633329391, "loss_rpn_cls": 0.04351068951655179, "loss_rpn_loc": 0.08837536571081728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889139835609248, "mask_rcnn/false_negative": 0.10765420087393293, "mask_rcnn/false_positive": 0.12673774818548394, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9742955975234509, "total_loss": 0.8000337700359523}
{"data_time": 0.019511786056682467, "eta_seconds": 238728.7329028733, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.38401800608184145, "fast_rcnn/fg_cls_accuracy": 0.592594544140672, "iteration": 27719, "loss_box_reg": 0.2569645717740059, "loss_cls": 0.21404387708753347, "loss_mask": 0.2611286696046591, "loss_rpn_cls": 0.04882544558495283, "loss_rpn_loc": 0.09823581483215094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887070733245287, "mask_rcnn/false_negative": 0.0911335503695897, "mask_rcnn/false_positive": 0.12281172380937008, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9974444550462067, "total_loss": 0.8862019118387252}
{"data_time": 0.015689474996179342, "eta_seconds": 238737.7024701191, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.36554878048780487, "fast_rcnn/fg_cls_accuracy": 0.6007113821138211, "iteration": 27739, "loss_box_reg": 0.24200713820755482, "loss_cls": 0.21201527304947376, "loss_mask": 0.24973152205348015, "loss_rpn_cls": 0.04633571219164878, "loss_rpn_loc": 0.07716933323536068, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865663109756098, "mask_rcnn/false_negative": 0.08514924161594857, "mask_rcnn/false_positive": 0.11100568708366326, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0095660714432597, "total_loss": 0.8152056015678681}
{"data_time": 0.015759302536025643, "eta_seconds": 238766.37490332127, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3675141242937853, "fast_rcnn/fg_cls_accuracy": 0.5615604575163399, "iteration": 27759, "loss_box_reg": 0.25261845253407955, "loss_cls": 0.212118623778224, "loss_mask": 0.27882304042577744, "loss_rpn_cls": 0.04084027954377234, "loss_rpn_loc": 0.08263789745979011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939231381972066, "mask_rcnn/false_negative": 0.10985649999372935, "mask_rcnn/false_positive": 0.13118142824927578, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9599777525290847, "total_loss": 0.85820785863325}
{"data_time": 0.01641821046359837, "eta_seconds": 238746.6616953537, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3579910141206675, "fast_rcnn/fg_cls_accuracy": 0.6113505747126438, "iteration": 27779, "loss_box_reg": 0.24885267578065395, "loss_cls": 0.22174110263586044, "loss_mask": 0.2687474172562361, "loss_rpn_cls": 0.050173894967883825, "loss_rpn_loc": 0.0803658197983168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925839681110539, "mask_rcnn/false_negative": 0.0874144287505716, "mask_rcnn/false_positive": 0.14699857046945736, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 0.9891887379344553, "total_loss": 0.844178179744631}
{"data_time": 0.02211957541294396, "eta_seconds": 238857.89396991022, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3877907382831599, "fast_rcnn/fg_cls_accuracy": 0.5861145108809218, "iteration": 27799, "loss_box_reg": 0.24354456923902035, "loss_cls": 0.20724791660904884, "loss_mask": 0.27063998207449913, "loss_rpn_cls": 0.04035206278786063, "loss_rpn_loc": 0.08329384634271264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784473514482875, "mask_rcnn/false_negative": 0.0925347791486289, "mask_rcnn/false_positive": 0.13661571445341947, "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": 1.0045225464273244, "total_loss": 0.8537574489600956}
{"data_time": 0.016024553682655096, "eta_seconds": 239361.774595296, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3798448656954339, "fast_rcnn/fg_cls_accuracy": 0.5653929686439527, "iteration": 27819, "loss_box_reg": 0.25374951027333736, "loss_cls": 0.219418628141284, "loss_mask": 0.2590538989752531, "loss_rpn_cls": 0.039936979534104466, "loss_rpn_loc": 0.07972065336070955, "lr": 0.0001, "mask_rcnn/accuracy": 0.881146107636603, "mask_rcnn/false_negative": 0.1010270773270307, "mask_rcnn/false_positive": 0.15099358061477053, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0201473508495837, "total_loss": 0.8591899378225207}
{"data_time": 0.020614991430193186, "eta_seconds": 239082.72044660524, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.38451979407065506, "fast_rcnn/fg_cls_accuracy": 0.5590779733221594, "iteration": 27839, "loss_box_reg": 0.26767077669501305, "loss_cls": 0.2271868558600545, "loss_mask": 0.2766915112733841, "loss_rpn_cls": 0.04663220816291869, "loss_rpn_loc": 0.08723626332357526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753110391859467, "mask_rcnn/false_negative": 0.10489634973507575, "mask_rcnn/false_positive": 0.14230323696463135, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9742385924328119, "total_loss": 0.8941856828751042}
{"data_time": 0.01938076806254685, "eta_seconds": 238989.44144892506, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3665760869565218, "fast_rcnn/fg_cls_accuracy": 0.615096618357488, "iteration": 27859, "loss_box_reg": 0.23531669564545155, "loss_cls": 0.20147578977048397, "loss_mask": 0.27003431133925915, "loss_rpn_cls": 0.04828726453706622, "loss_rpn_loc": 0.07560504600405693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766872397424716, "mask_rcnn/false_negative": 0.10097422209780937, "mask_rcnn/false_positive": 0.14064834917830943, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.013831390067935, "total_loss": 0.8454167162999511}
{"data_time": 0.015164085431024432, "eta_seconds": 238945.29415846802, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.38873295910184447, "fast_rcnn/fg_cls_accuracy": 0.5931827500093183, "iteration": 27879, "loss_box_reg": 0.24565491825342178, "loss_cls": 0.22452085465192795, "loss_mask": 0.25688226893544197, "loss_rpn_cls": 0.044555880362167954, "loss_rpn_loc": 0.08249553968198597, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852868909191584, "mask_rcnn/false_negative": 0.09724575579006693, "mask_rcnn/false_positive": 0.136502600171918, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0050680364947766, "total_loss": 0.8789507034234703}
{"data_time": 0.017063933424651623, "eta_seconds": 239023.48290437367, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3694046116783297, "fast_rcnn/fg_cls_accuracy": 0.5981055761340797, "iteration": 27899, "loss_box_reg": 0.2411365620791912, "loss_cls": 0.21645973902195692, "loss_mask": 0.2655305936932564, "loss_rpn_cls": 0.03950539312791079, "loss_rpn_loc": 0.06675172969698906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794169817942517, "mask_rcnn/false_negative": 0.09315690606153802, "mask_rcnn/false_positive": 0.12513486009295752, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9931026450358331, "total_loss": 0.8318119031609967}
{"data_time": 0.019101682119071484, "eta_seconds": 238905.81864316016, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.38659952263850716, "fast_rcnn/fg_cls_accuracy": 0.5915632495567837, "iteration": 27919, "loss_box_reg": 0.22782190795987844, "loss_cls": 0.19888641219586134, "loss_mask": 0.25002909637987614, "loss_rpn_cls": 0.04298421577550471, "loss_rpn_loc": 0.06992682488635182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883661829750912, "mask_rcnn/false_negative": 0.09161479995649865, "mask_rcnn/false_positive": 0.1361353933702645, "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": 0.9727490080986172, "total_loss": 0.7904167308006436}
{"data_time": 0.013753966428339481, "eta_seconds": 238910.48235370778, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3476662404092072, "fast_rcnn/fg_cls_accuracy": 0.5780387375782112, "iteration": 27939, "loss_box_reg": 0.24565685912966728, "loss_cls": 0.21382341161370277, "loss_mask": 0.26623925380408764, "loss_rpn_cls": 0.045273629017174244, "loss_rpn_loc": 0.08612182782962918, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934652200096327, "mask_rcnn/false_negative": 0.0946755564457721, "mask_rcnn/false_positive": 0.11877442237968745, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0033660938497633, "total_loss": 0.8544121321756393}
{"data_time": 0.016353841172531247, "eta_seconds": 238866.3431278523, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31910868194240066, "fast_rcnn/fg_cls_accuracy": 0.625406283856988, "iteration": 27959, "loss_box_reg": 0.24488667212426662, "loss_cls": 0.20887169986963272, "loss_mask": 0.2589993253350258, "loss_rpn_cls": 0.052490678848698735, "loss_rpn_loc": 0.0895452240947634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921826716489613, "mask_rcnn/false_negative": 0.09754912916585026, "mask_rcnn/false_positive": 0.12412133643169318, "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": 1.0129376575350761, "total_loss": 0.8511600830825046}
{"data_time": 0.015961823984980583, "eta_seconds": 239279.3416085746, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.34183281341832816, "fast_rcnn/fg_cls_accuracy": 0.6077360862947522, "iteration": 27979, "loss_box_reg": 0.24837561417371035, "loss_cls": 0.2056173700839281, "loss_mask": 0.245192414149642, "loss_rpn_cls": 0.042217226000502706, "loss_rpn_loc": 0.061359650222584605, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031861651284838, "mask_rcnn/false_negative": 0.07976762574682522, "mask_rcnn/false_positive": 0.12306108190468934, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9825228080153465, "total_loss": 0.8196555887116119}
{"data_time": 0.020182722946628928, "eta_seconds": 239259.5680905506, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3831394651636887, "fast_rcnn/fg_cls_accuracy": 0.5845809538509029, "iteration": 27999, "loss_box_reg": 0.2532321736216545, "loss_cls": 0.205993277952075, "loss_mask": 0.2694895341992378, "loss_rpn_cls": 0.035591705702245235, "loss_rpn_loc": 0.07380733051104471, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862374118438808, "mask_rcnn/false_negative": 0.10542643068634261, "mask_rcnn/false_positive": 0.13031105649695157, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.98700359207578, "total_loss": 0.8701175604946911}
{"data_time": 0.015276615507900715, "eta_seconds": 239258.94077311736, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.37588028169014087, "fast_rcnn/fg_cls_accuracy": 0.5863750208715979, "iteration": 28019, "loss_box_reg": 0.23720654100179672, "loss_cls": 0.20940218213945627, "loss_mask": 0.2561398409307003, "loss_rpn_cls": 0.04670885275118053, "loss_rpn_loc": 0.0934109145309776, "lr": 0.0001, "mask_rcnn/accuracy": 0.896544466198907, "mask_rcnn/false_negative": 0.08985906853728662, "mask_rcnn/false_positive": 0.11540256933032647, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9670349708758295, "total_loss": 0.8381968478206545}
{"data_time": 0.01595569448545575, "eta_seconds": 239610.02044764347, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3660887452248016, "fast_rcnn/fg_cls_accuracy": 0.5894285105021857, "iteration": 28039, "loss_box_reg": 0.26604670099914074, "loss_cls": 0.2268033642321825, "loss_mask": 0.2657877206802368, "loss_rpn_cls": 0.0448200898244977, "loss_rpn_loc": 0.096503468696028, "lr": 0.0001, "mask_rcnn/accuracy": 0.879236081360025, "mask_rcnn/false_negative": 0.10563303286157705, "mask_rcnn/false_positive": 0.13689950363464182, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0103443446569145, "total_loss": 0.9003957731183618}
{"data_time": 0.026017786003649235, "eta_seconds": 239465.66618708428, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.41173447009156205, "fast_rcnn/fg_cls_accuracy": 0.5513646189875698, "iteration": 28059, "loss_box_reg": 0.22740395739674568, "loss_cls": 0.2024914287030697, "loss_mask": 0.26207716576755047, "loss_rpn_cls": 0.04516224015969783, "loss_rpn_loc": 0.0785838682204485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747169514882174, "mask_rcnn/false_negative": 0.09972196134449511, "mask_rcnn/false_positive": 0.12031815927626499, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.990034767659381, "total_loss": 0.8207711605355144}
{"data_time": 0.015607684385031462, "eta_seconds": 239489.1193690896, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.36514069597351606, "fast_rcnn/fg_cls_accuracy": 0.6191236306729264, "iteration": 28079, "loss_box_reg": 0.2456944826990366, "loss_cls": 0.2256365306675434, "loss_mask": 0.2617741674184799, "loss_rpn_cls": 0.04499329999089241, "loss_rpn_loc": 0.08267580147366971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832355761320375, "mask_rcnn/false_negative": 0.09055820486729016, "mask_rcnn/false_positive": 0.14005528852232413, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0104813799262047, "total_loss": 0.8429110733559355}
{"data_time": 0.017993718152865767, "eta_seconds": 239550.6031835219, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3638063952605195, "fast_rcnn/fg_cls_accuracy": 0.609317555762779, "iteration": 28099, "loss_box_reg": 0.2613789103925228, "loss_cls": 0.21762428153306246, "loss_mask": 0.25907365046441555, "loss_rpn_cls": 0.05107607250101864, "loss_rpn_loc": 0.08823341550305486, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863786762314807, "mask_rcnn/false_negative": 0.08889486351729214, "mask_rcnn/false_positive": 0.1363719710053915, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0153543876949698, "total_loss": 0.9214838605839759}
{"data_time": 0.023091379553079605, "eta_seconds": 239777.11480352096, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.357597270883275, "fast_rcnn/fg_cls_accuracy": 0.6042314388757617, "iteration": 28119, "loss_box_reg": 0.24087432213127613, "loss_cls": 0.2118620853871107, "loss_mask": 0.25876910239458084, "loss_rpn_cls": 0.04094230791088194, "loss_rpn_loc": 0.07487822230905294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918627667993481, "mask_rcnn/false_negative": 0.11337083499469021, "mask_rcnn/false_positive": 0.12295812107033666, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.988084266660735, "total_loss": 0.8366253548301756}
{"data_time": 0.01694104541093111, "eta_seconds": 239799.16811564472, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.42277992277992277, "fast_rcnn/fg_cls_accuracy": 0.5524795952460503, "iteration": 28139, "loss_box_reg": 0.24621489271521568, "loss_cls": 0.2226504608988762, "loss_mask": 0.2644978780299425, "loss_rpn_cls": 0.04984306683763862, "loss_rpn_loc": 0.08577313367277384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813440282422624, "mask_rcnn/false_negative": 0.0971360263041815, "mask_rcnn/false_positive": 0.13261460188760832, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9755808759946376, "total_loss": 0.8696871028514579}
{"data_time": 0.022350038634613156, "eta_seconds": 239931.82772321627, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.35584693647573973, "fast_rcnn/fg_cls_accuracy": 0.6172916666666667, "iteration": 28159, "loss_box_reg": 0.23919726721942425, "loss_cls": 0.1991406213492155, "loss_mask": 0.261291965842247, "loss_rpn_cls": 0.03968203847762197, "loss_rpn_loc": 0.0839702149387449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800389452596016, "mask_rcnn/false_negative": 0.10283413845648434, "mask_rcnn/false_positive": 0.13075443111646184, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0394452528562397, "total_loss": 0.8128034740220755}
{"data_time": 0.018203674582764506, "eta_seconds": 240006.4056117041, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35565941881731356, "fast_rcnn/fg_cls_accuracy": 0.6147976705987755, "iteration": 28179, "loss_box_reg": 0.22271467745304108, "loss_cls": 0.18765558395534754, "loss_mask": 0.25837986171245575, "loss_rpn_cls": 0.03776276402641088, "loss_rpn_loc": 0.07112157763913274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983367923104747, "mask_rcnn/false_negative": 0.08882016583342425, "mask_rcnn/false_positive": 0.11729073041931148, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9840327191632241, "total_loss": 0.7885947747272439}
{"data_time": 0.01330257160589099, "eta_seconds": 239986.55560710467, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.37380451238875967, "fast_rcnn/fg_cls_accuracy": 0.5632527538468133, "iteration": 28199, "loss_box_reg": 0.2236823057755828, "loss_cls": 0.20192770846188068, "loss_mask": 0.2550917714834213, "loss_rpn_cls": 0.043156998115591705, "loss_rpn_loc": 0.07509391568601131, "lr": 0.0001, "mask_rcnn/accuracy": 0.882952835512085, "mask_rcnn/false_negative": 0.1048760718953187, "mask_rcnn/false_positive": 0.14253092929298805, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9682404848281294, "total_loss": 0.7926987339742482}
{"data_time": 0.016531140310689807, "eta_seconds": 240051.05610938277, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.37164796689742974, "fast_rcnn/fg_cls_accuracy": 0.5942340592777546, "iteration": 28219, "loss_box_reg": 0.2651678118854761, "loss_cls": 0.2357313083484769, "loss_mask": 0.2746150139719248, "loss_rpn_cls": 0.045316075906157494, "loss_rpn_loc": 0.09674560301937163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767370804453857, "mask_rcnn/false_negative": 0.10267647770427976, "mask_rcnn/false_positive": 0.11602404609812589, "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": 1.012263065436855, "total_loss": 0.9021524604177102}
{"data_time": 0.020614627050235868, "eta_seconds": 239901.41951359808, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.417939761795694, "fast_rcnn/fg_cls_accuracy": 0.5290736984448952, "iteration": 28239, "loss_box_reg": 0.2387009933590889, "loss_cls": 0.21538596600294113, "loss_mask": 0.27792949229478836, "loss_rpn_cls": 0.05159169831313193, "loss_rpn_loc": 0.09348669089376926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815279230256969, "mask_rcnn/false_negative": 0.09939377994048287, "mask_rcnn/false_positive": 0.13331633271026733, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9642372231464833, "total_loss": 0.9032587106339633}
{"data_time": 0.01831587264314294, "eta_seconds": 239927.00559330638, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3895423388054267, "fast_rcnn/fg_cls_accuracy": 0.5674470612900971, "iteration": 28259, "loss_box_reg": 0.24902169220149517, "loss_cls": 0.21727503277361393, "loss_mask": 0.26599586568772793, "loss_rpn_cls": 0.04153402731753886, "loss_rpn_loc": 0.08341680222656578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842070776080009, "mask_rcnn/false_negative": 0.09159459340581244, "mask_rcnn/false_positive": 0.14270695690361856, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9865630315616727, "total_loss": 0.8861092358129099}
{"data_time": 0.0165290345903486, "eta_seconds": 239660.36102254875, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31796218487394956, "fast_rcnn/fg_cls_accuracy": 0.6589526092568689, "iteration": 28279, "loss_box_reg": 0.24067764542996883, "loss_cls": 0.1925334446132183, "loss_mask": 0.24004464223980904, "loss_rpn_cls": 0.041751829092390835, "loss_rpn_loc": 0.06358357425779104, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939727551688215, "mask_rcnn/false_negative": 0.08770793479246648, "mask_rcnn/false_positive": 0.12103964320270617, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9753554654307663, "total_loss": 0.788614502584096}
{"data_time": 0.015022538369521499, "eta_seconds": 239743.9753235085, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3301518173307827, "fast_rcnn/fg_cls_accuracy": 0.6287712372523426, "iteration": 28299, "loss_box_reg": 0.24847636930644512, "loss_cls": 0.22303063236176968, "loss_mask": 0.2636139336973429, "loss_rpn_cls": 0.04537534643895924, "loss_rpn_loc": 0.08660866715945303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917477811413601, "mask_rcnn/false_negative": 0.08512940612411958, "mask_rcnn/false_positive": 0.13094850424852236, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 1.0075810321141034, "total_loss": 0.8695355422096327}
{"data_time": 0.0189427079167217, "eta_seconds": 239822.03453030437, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3134433962264151, "fast_rcnn/fg_cls_accuracy": 0.6446853496328759, "iteration": 28319, "loss_box_reg": 0.2526232935488224, "loss_cls": 0.20683373417705297, "loss_mask": 0.27150698751211166, "loss_rpn_cls": 0.04548310680547729, "loss_rpn_loc": 0.08695808099582791, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830964171424451, "mask_rcnn/false_negative": 0.09679390923823068, "mask_rcnn/false_positive": 0.13709888410043414, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9839176773093641, "total_loss": 0.8577610267093405}
{"data_time": 0.015134815126657486, "eta_seconds": 239704.2990346672, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3470581142994936, "fast_rcnn/fg_cls_accuracy": 0.6267970828905902, "iteration": 28339, "loss_box_reg": 0.26638201624155045, "loss_cls": 0.2335412073880434, "loss_mask": 0.2726405896246433, "loss_rpn_cls": 0.04846660443581641, "loss_rpn_loc": 0.0880471826530993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749583006279436, "mask_rcnn/false_negative": 0.09864909211402928, "mask_rcnn/false_positive": 0.1231738206463604, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.966688203625381, "total_loss": 0.9224301564972848}
{"data_time": 0.015405518934130669, "eta_seconds": 239852.75275758468, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.36122215235357524, "fast_rcnn/fg_cls_accuracy": 0.5724255010548522, "iteration": 28359, "loss_box_reg": 0.2571370527148247, "loss_cls": 0.2154174605384469, "loss_mask": 0.27297467179596424, "loss_rpn_cls": 0.04400076996535063, "loss_rpn_loc": 0.07638097531162202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856528935343223, "mask_rcnn/false_negative": 0.0828074758389766, "mask_rcnn/false_positive": 0.145587441294309, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9953944655135274, "total_loss": 0.8827886942308396}
{"data_time": 0.013605738524347544, "eta_seconds": 239762.4957928341, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3400509519978546, "fast_rcnn/fg_cls_accuracy": 0.6085638998682477, "iteration": 28379, "loss_box_reg": 0.21698823384940624, "loss_cls": 0.18620813731104136, "loss_mask": 0.25061390176415443, "loss_rpn_cls": 0.04280917579308152, "loss_rpn_loc": 0.06081806169822812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916379917218387, "mask_rcnn/false_negative": 0.0850540409625076, "mask_rcnn/false_positive": 0.11560569811301413, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9800597573630512, "total_loss": 0.7716339151374996}
{"data_time": 0.02145021501928568, "eta_seconds": 239742.64954701066, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.39126406576376255, "fast_rcnn/fg_cls_accuracy": 0.5670412294472444, "iteration": 28399, "loss_box_reg": 0.2345578372478485, "loss_cls": 0.21011846791952848, "loss_mask": 0.2601234186440706, "loss_rpn_cls": 0.04220089060254395, "loss_rpn_loc": 0.08347833761945367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898546323291221, "mask_rcnn/false_negative": 0.08847538161421306, "mask_rcnn/false_positive": 0.12328893622130627, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9839440754149109, "total_loss": 0.8440178090240806}
{"data_time": 0.01680687628686428, "eta_seconds": 239558.74690201133, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3700908455625437, "fast_rcnn/fg_cls_accuracy": 0.6086098682575193, "iteration": 28419, "loss_box_reg": 0.24627212062478065, "loss_cls": 0.21379723213613033, "loss_mask": 0.26286526769399643, "loss_rpn_cls": 0.044751079054549336, "loss_rpn_loc": 0.08256754605099559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893022378115811, "mask_rcnn/false_negative": 0.09953360904443728, "mask_rcnn/false_positive": 0.12942396285914812, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 236.625, "rpn/num_pos_anchors": 19.375, "time": 1.005744127323851, "total_loss": 0.8625840733293444}
{"data_time": 0.01872166246175766, "eta_seconds": 239569.80946308933, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.34800128949065123, "fast_rcnn/fg_cls_accuracy": 0.5987525329280649, "iteration": 28439, "loss_box_reg": 0.23022923059761524, "loss_cls": 0.20920313894748688, "loss_mask": 0.25670443661510944, "loss_rpn_cls": 0.04385003226343542, "loss_rpn_loc": 0.07199788349680603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891975014304787, "mask_rcnn/false_negative": 0.09337712666479794, "mask_rcnn/false_positive": 0.14717744937052657, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9934363029897213, "total_loss": 0.8217070205137134}
{"data_time": 0.016426681773737073, "eta_seconds": 239634.19479104225, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2976007082779991, "fast_rcnn/fg_cls_accuracy": 0.6799675781976666, "iteration": 28459, "loss_box_reg": 0.2477797009050846, "loss_cls": 0.20962857827544212, "loss_mask": 0.26554087921977043, "loss_rpn_cls": 0.044844443211331964, "loss_rpn_loc": 0.07528079545591027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877464180116491, "mask_rcnn/false_negative": 0.09680650374603308, "mask_rcnn/false_positive": 0.1292741881498461, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0015404061414301, "total_loss": 0.8868082952685654}
{"data_time": 0.016969372984021902, "eta_seconds": 239887.70302044228, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.4201396348012889, "fast_rcnn/fg_cls_accuracy": 0.5378036437246964, "iteration": 28479, "loss_box_reg": 0.2809767108410597, "loss_cls": 0.24753819406032562, "loss_mask": 0.2711863424628973, "loss_rpn_cls": 0.053573290817439556, "loss_rpn_loc": 0.0830761413089931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816976550235479, "mask_rcnn/false_negative": 0.09795109058250678, "mask_rcnn/false_positive": 0.13927992138575165, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0079716190230101, "total_loss": 0.9286580546759069}
{"data_time": 0.012570471037179232, "eta_seconds": 239901.94752649404, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3764985014985015, "fast_rcnn/fg_cls_accuracy": 0.5582048548466458, "iteration": 28499, "loss_box_reg": 0.24933312088251114, "loss_cls": 0.2229775618761778, "loss_mask": 0.266906613484025, "loss_rpn_cls": 0.04576598037965596, "loss_rpn_loc": 0.07622769568115473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835439436154475, "mask_rcnn/false_negative": 0.10170641660764657, "mask_rcnn/false_positive": 0.13177894193632042, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9979995642788708, "total_loss": 0.8588555734604597}
{"data_time": 0.014950255630537868, "eta_seconds": 239793.68565415032, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3823775989268947, "fast_rcnn/fg_cls_accuracy": 0.5850463139195534, "iteration": 28519, "loss_box_reg": 0.2672127392143011, "loss_cls": 0.2260965295135975, "loss_mask": 0.27053840830922127, "loss_rpn_cls": 0.04384476272389293, "loss_rpn_loc": 0.08715691789984703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813147127020753, "mask_rcnn/false_negative": 0.11206045018448556, "mask_rcnn/false_positive": 0.13039867070108774, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9682805009651929, "total_loss": 0.9052257155999541}
{"data_time": 0.021022426430135965, "eta_seconds": 239865.88513274677, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.40206862028844337, "fast_rcnn/fg_cls_accuracy": 0.573086540552294, "iteration": 28539, "loss_box_reg": 0.2434449214488268, "loss_cls": 0.2103223605081439, "loss_mask": 0.2707150597125292, "loss_rpn_cls": 0.052843202371150255, "loss_rpn_loc": 0.10105449287220836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861376969414092, "mask_rcnn/false_negative": 0.0921268139596597, "mask_rcnn/false_positive": 0.14650659893328535, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.0249983929097652, "total_loss": 0.8664569738321006}
{"data_time": 0.020714304642751813, "eta_seconds": 239782.55540784448, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3284653465346534, "fast_rcnn/fg_cls_accuracy": 0.6570610687022901, "iteration": 28559, "loss_box_reg": 0.22803214751183987, "loss_cls": 0.18433369509875774, "loss_mask": 0.25177591666579247, "loss_rpn_cls": 0.03795988124329597, "loss_rpn_loc": 0.06432129861786962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901035233424897, "mask_rcnn/false_negative": 0.09362243076160118, "mask_rcnn/false_positive": 0.11085577431083837, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 236.125, "rpn/num_pos_anchors": 19.875, "time": 0.9664713402744383, "total_loss": 0.7896938668563962}
{"data_time": 0.014174270909279585, "eta_seconds": 239796.26529182307, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32788395118581626, "fast_rcnn/fg_cls_accuracy": 0.6268564356435644, "iteration": 28579, "loss_box_reg": 0.18946211505681276, "loss_cls": 0.188840308226645, "loss_mask": 0.2518582232296467, "loss_rpn_cls": 0.03933989780489355, "loss_rpn_loc": 0.056461819796822965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966288878304414, "mask_rcnn/false_negative": 0.08578620014116539, "mask_rcnn/false_positive": 0.12291465217036954, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.9862313717603683, "total_loss": 0.739529270445928}
{"data_time": 0.01586365164257586, "eta_seconds": 239776.3998071663, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.37100009158347835, "fast_rcnn/fg_cls_accuracy": 0.6171799252043031, "iteration": 28599, "loss_box_reg": 0.24785085767507553, "loss_cls": 0.21646796725690365, "loss_mask": 0.2709122747182846, "loss_rpn_cls": 0.045750219374895096, "loss_rpn_loc": 0.08227732917293906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8690679996187265, "mask_rcnn/false_negative": 0.09941823394640337, "mask_rcnn/false_positive": 0.14353141752790838, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.002921213163063, "total_loss": 0.8659608222078532}
{"data_time": 0.01458600745536387, "eta_seconds": 239785.6525592599, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.37473867595818816, "fast_rcnn/fg_cls_accuracy": 0.5837290545036597, "iteration": 28619, "loss_box_reg": 0.2550282422453165, "loss_cls": 0.22775871865451336, "loss_mask": 0.27325068041682243, "loss_rpn_cls": 0.047986233374103904, "loss_rpn_loc": 0.09225176787003875, "lr": 0.0001, "mask_rcnn/accuracy": 0.888396064349392, "mask_rcnn/false_negative": 0.09617505058421777, "mask_rcnn/false_positive": 0.12325450210048383, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9964705759193748, "total_loss": 0.895577866001986}
{"data_time": 0.017090717563405633, "eta_seconds": 239736.66883785278, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.4057402017193529, "fast_rcnn/fg_cls_accuracy": 0.5478252683110525, "iteration": 28639, "loss_box_reg": 0.25156762450933456, "loss_cls": 0.2220738437026739, "loss_mask": 0.26418800093233585, "loss_rpn_cls": 0.0385051507037133, "loss_rpn_loc": 0.09544933680444956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798340928132431, "mask_rcnn/false_negative": 0.10027279198325656, "mask_rcnn/false_positive": 0.14184432848916567, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9657179180067033, "total_loss": 0.8682231949642301}
{"data_time": 0.018936283187940717, "eta_seconds": 239743.0062776152, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.38569457578247324, "fast_rcnn/fg_cls_accuracy": 0.6126163280675644, "iteration": 28659, "loss_box_reg": 0.23890549689531326, "loss_cls": 0.22376473061740398, "loss_mask": 0.2623513210564852, "loss_rpn_cls": 0.041400925954803824, "loss_rpn_loc": 0.0731998011469841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889656868392121, "mask_rcnn/false_negative": 0.09597014331799014, "mask_rcnn/false_positive": 0.12866768226457093, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0059813370462507, "total_loss": 0.8466599695384502}
{"data_time": 0.020626336568966508, "eta_seconds": 239723.13862150535, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3720782196873249, "fast_rcnn/fg_cls_accuracy": 0.6014826317638142, "iteration": 28679, "loss_box_reg": 0.24705162178725004, "loss_cls": 0.21367838140577078, "loss_mask": 0.2602791842073202, "loss_rpn_cls": 0.04245117516256869, "loss_rpn_loc": 0.071390823693946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857067656262909, "mask_rcnn/false_negative": 0.08956779727874728, "mask_rcnn/false_positive": 0.11812829613554335, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0127102381084114, "total_loss": 0.858011239208281}
{"data_time": 0.016494942596182227, "eta_seconds": 239706.1809700448, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33606960439072364, "fast_rcnn/fg_cls_accuracy": 0.6274536782241791, "iteration": 28699, "loss_box_reg": 0.22319468297064304, "loss_cls": 0.19077543076127768, "loss_mask": 0.26581013202667236, "loss_rpn_cls": 0.03777607379015535, "loss_rpn_loc": 0.06636680790688843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834575253009898, "mask_rcnn/false_negative": 0.09103362380388194, "mask_rcnn/false_positive": 0.13253281287261126, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9863839431200176, "total_loss": 0.7730332794599235}
{"data_time": 0.016825751634314656, "eta_seconds": 239697.1272741258, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.404677310200566, "fast_rcnn/fg_cls_accuracy": 0.5658453303802141, "iteration": 28719, "loss_box_reg": 0.2535775862634182, "loss_cls": 0.2181641859933734, "loss_mask": 0.2670487929135561, "loss_rpn_cls": 0.05278266966342926, "loss_rpn_loc": 0.10828070744173601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810652493672653, "mask_rcnn/false_negative": 0.11267177366330441, "mask_rcnn/false_positive": 0.1456111662992843, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9959268292877823, "total_loss": 0.9303608930204064}
{"data_time": 0.020761012565344572, "eta_seconds": 239828.4676375799, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3776209483504857, "fast_rcnn/fg_cls_accuracy": 0.5582033957033957, "iteration": 28739, "loss_box_reg": 0.23479918763041496, "loss_cls": 0.20455718040466309, "loss_mask": 0.26163724809885025, "loss_rpn_cls": 0.04705823748372495, "loss_rpn_loc": 0.09471570956520736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889508928571428, "mask_rcnn/false_negative": 0.09300760214103555, "mask_rcnn/false_positive": 0.13487102403631418, "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": 1.0226143340114504, "total_loss": 0.8471903388854116}
{"data_time": 0.016816372983157635, "eta_seconds": 239838.16873661242, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.40273865414710486, "fast_rcnn/fg_cls_accuracy": 0.5544331328695151, "iteration": 28759, "loss_box_reg": 0.2455640323460102, "loss_cls": 0.2113017812371254, "loss_mask": 0.2720178943127394, "loss_rpn_cls": 0.04868332948535681, "loss_rpn_loc": 0.08016036031767726, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853038115549864, "mask_rcnn/false_negative": 0.10969480823256299, "mask_rcnn/false_positive": 0.11828194276212722, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9993277860339731, "total_loss": 0.8533986562397331}
{"data_time": 0.021240923553705215, "eta_seconds": 239802.9370124638, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.36056771545827637, "fast_rcnn/fg_cls_accuracy": 0.6222498962224989, "iteration": 28779, "loss_box_reg": 0.23960932902991772, "loss_cls": 0.21318739280104637, "loss_mask": 0.2581514324992895, "loss_rpn_cls": 0.04233263432979584, "loss_rpn_loc": 0.07405242952518165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871807302884159, "mask_rcnn/false_negative": 0.10093346570146425, "mask_rcnn/false_positive": 0.12754152078673814, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.98194062220864, "total_loss": 0.8135481025092304}
{"data_time": 0.017061511520296335, "eta_seconds": 239798.40117422864, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3779181837652602, "fast_rcnn/fg_cls_accuracy": 0.5879665719482654, "iteration": 28799, "loss_box_reg": 0.23870973102748394, "loss_cls": 0.22039594314992428, "loss_mask": 0.2529282793402672, "loss_rpn_cls": 0.03466223122086376, "loss_rpn_loc": 0.06200427422299981, "lr": 0.0001, "mask_rcnn/accuracy": 0.890497564021037, "mask_rcnn/false_negative": 0.10207988352881509, "mask_rcnn/false_positive": 0.12057296684742566, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0189214814454317, "total_loss": 0.8132783165201545}
{"data_time": 0.019033984979614615, "eta_seconds": 239652.2802367434, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3724218329646679, "fast_rcnn/fg_cls_accuracy": 0.5615062761506275, "iteration": 28819, "loss_box_reg": 0.23370082955807447, "loss_cls": 0.20248182211071253, "loss_mask": 0.26196241192519665, "loss_rpn_cls": 0.0463574503082782, "loss_rpn_loc": 0.07103487988933921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838158080715699, "mask_rcnn/false_negative": 0.09806867169286516, "mask_rcnn/false_positive": 0.1476928389180448, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9823450453113765, "total_loss": 0.8553023452404886}
{"data_time": 0.020687398267909884, "eta_seconds": 239793.94689180888, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3255271011841725, "fast_rcnn/fg_cls_accuracy": 0.6364970645792564, "iteration": 28839, "loss_box_reg": 0.2238543052226305, "loss_cls": 0.20489285793155432, "loss_mask": 0.2477678805589676, "loss_rpn_cls": 0.03148514885106124, "loss_rpn_loc": 0.06060634972527623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800053160497594, "mask_rcnn/false_negative": 0.103017921534367, "mask_rcnn/false_positive": 0.12759517898820022, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 1.0071059875190258, "total_loss": 0.7673478080541827}
{"data_time": 0.02627645735628903, "eta_seconds": 239820.67028819583, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.36760457971166727, "fast_rcnn/fg_cls_accuracy": 0.6045182841068917, "iteration": 28859, "loss_box_reg": 0.23642144352197647, "loss_cls": 0.20254509337246418, "loss_mask": 0.267377519980073, "loss_rpn_cls": 0.04429793171584606, "loss_rpn_loc": 0.103705283254385, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912464303127394, "mask_rcnn/false_negative": 0.10409725659735691, "mask_rcnn/false_positive": 0.12110525905451801, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0444671183358878, "total_loss": 0.8532574482960626}
{"data_time": 0.015316244913265109, "eta_seconds": 239785.96118979156, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33997955010224945, "fast_rcnn/fg_cls_accuracy": 0.6352637614678899, "iteration": 28879, "loss_box_reg": 0.247509453445673, "loss_cls": 0.20473545975983143, "loss_mask": 0.24938577227294445, "loss_rpn_cls": 0.04390620382037014, "loss_rpn_loc": 0.07583501935005188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824000850340137, "mask_rcnn/false_negative": 0.10572047952363434, "mask_rcnn/false_positive": 0.12388720366710429, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9766181737650186, "total_loss": 0.8467222664039582}
{"data_time": 0.015476737404242158, "eta_seconds": 239912.1883129701, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.38727487243611725, "fast_rcnn/fg_cls_accuracy": 0.5637280734773771, "iteration": 28899, "loss_box_reg": 0.2577748792245984, "loss_cls": 0.2167795319110155, "loss_mask": 0.2741768918931484, "loss_rpn_cls": 0.04631632915697992, "loss_rpn_loc": 0.09852260956540704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8728119410161713, "mask_rcnn/false_negative": 0.10881133492420937, "mask_rcnn/false_positive": 0.14932140492895368, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0378475859761238, "total_loss": 0.8947039057966322}
{"data_time": 0.016794756520539522, "eta_seconds": 239995.75288290158, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.36645153821665266, "fast_rcnn/fg_cls_accuracy": 0.6180167665132792, "iteration": 28919, "loss_box_reg": 0.2608626242727041, "loss_cls": 0.22230336256325245, "loss_mask": 0.27882190607488155, "loss_rpn_cls": 0.0437052947236225, "loss_rpn_loc": 0.08251913310959935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8744812015320877, "mask_rcnn/false_negative": 0.1091455859698533, "mask_rcnn/false_positive": 0.1335626222904845, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.0057008662261069, "total_loss": 0.9171572264749557}
{"data_time": 0.02426508255302906, "eta_seconds": 239989.64829464443, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.39994958661020363, "fast_rcnn/fg_cls_accuracy": 0.560882800608828, "iteration": 28939, "loss_box_reg": 0.2520954366773367, "loss_cls": 0.21630273945629597, "loss_mask": 0.26402104273438454, "loss_rpn_cls": 0.046836819499731064, "loss_rpn_loc": 0.08959576149936765, "lr": 0.0001, "mask_rcnn/accuracy": 0.882966984974385, "mask_rcnn/false_negative": 0.09100905452007924, "mask_rcnn/false_positive": 0.13611425807553537, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0137387302238494, "total_loss": 0.8854122291086242}
{"data_time": 0.020093418890610337, "eta_seconds": 239894.90216704085, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.33325419436530546, "fast_rcnn/fg_cls_accuracy": 0.6167062054021744, "iteration": 28959, "loss_box_reg": 0.2486371211707592, "loss_cls": 0.20362615305930376, "loss_mask": 0.26382023468613625, "loss_rpn_cls": 0.051653239177539945, "loss_rpn_loc": 0.07664210698567331, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917355735397607, "mask_rcnn/false_negative": 0.10143869727700165, "mask_rcnn/false_positive": 0.12157004927335494, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9612958780489862, "total_loss": 0.8224417094606906}
{"data_time": 0.02140484401024878, "eta_seconds": 239910.21431426983, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6010737628384687, "iteration": 28979, "loss_box_reg": 0.2236663494259119, "loss_cls": 0.19859940372407436, "loss_mask": 0.2632528133690357, "loss_rpn_cls": 0.04355069901794195, "loss_rpn_loc": 0.06860056496225297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928517373829874, "mask_rcnn/false_negative": 0.0932311063482799, "mask_rcnn/false_positive": 0.11414589985513304, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.00056591629982, "total_loss": 0.8267411402193829}
{"data_time": 0.014698721002787352, "eta_seconds": 239921.7809641268, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3124461052026445, "fast_rcnn/fg_cls_accuracy": 0.6481866632003119, "iteration": 28999, "loss_box_reg": 0.23230621591210365, "loss_cls": 0.19969262788072228, "loss_mask": 0.24923632852733135, "loss_rpn_cls": 0.0379786571720615, "loss_rpn_loc": 0.07030663639307022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956723912938473, "mask_rcnn/false_negative": 0.10849389561806799, "mask_rcnn/false_positive": 0.12393003688368787, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0071266915183514, "total_loss": 0.7893251427449286}
{"data_time": 0.0174172455444932, "eta_seconds": 239901.87044288497, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.29082806210465784, "fast_rcnn/fg_cls_accuracy": 0.6644152714358194, "iteration": 29019, "loss_box_reg": 0.25406406447291374, "loss_cls": 0.22083425801247358, "loss_mask": 0.2757739871740341, "loss_rpn_cls": 0.04545690608210862, "loss_rpn_loc": 0.08245821157470345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921179430387021, "mask_rcnn/false_negative": 0.09460262833574583, "mask_rcnn/false_positive": 0.11550053662318005, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9895546224433929, "total_loss": 0.8779976917430758}
{"data_time": 0.02192843589000404, "eta_seconds": 239800.57182200253, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.40185375460227757, "fast_rcnn/fg_cls_accuracy": 0.5735946032765821, "iteration": 29039, "loss_box_reg": 0.25359484553337097, "loss_cls": 0.21966690849512815, "loss_mask": 0.2634400650858879, "loss_rpn_cls": 0.046528620179742575, "loss_rpn_loc": 0.08761357353068888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842572839239086, "mask_rcnn/false_negative": 0.09911148393702379, "mask_rcnn/false_positive": 0.11848435098462004, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9960629437118769, "total_loss": 0.8920248248614371}
{"data_time": 0.01809013681486249, "eta_seconds": 239784.8464194499, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.39835858585858586, "fast_rcnn/fg_cls_accuracy": 0.5710192432046737, "iteration": 29059, "loss_box_reg": 0.24736588168889284, "loss_cls": 0.2083179596811533, "loss_mask": 0.26533761993050575, "loss_rpn_cls": 0.04238956095650792, "loss_rpn_loc": 0.0815459827426821, "lr": 0.0001, "mask_rcnn/accuracy": 0.879686009809181, "mask_rcnn/false_negative": 0.09905883944158478, "mask_rcnn/false_positive": 0.13668003888369823, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9768871611449867, "total_loss": 0.86185676115565}
{"data_time": 0.013918895041570067, "eta_seconds": 239732.93610742316, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3840186819501127, "fast_rcnn/fg_cls_accuracy": 0.5539831744581792, "iteration": 29079, "loss_box_reg": 0.2526328135281801, "loss_cls": 0.21825102157890797, "loss_mask": 0.26720401644706726, "loss_rpn_cls": 0.05016592633910477, "loss_rpn_loc": 0.08802702487446368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850502863368153, "mask_rcnn/false_negative": 0.09649542481229767, "mask_rcnn/false_positive": 0.13188436682708254, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9955870469566435, "total_loss": 0.8836446809582412}
{"data_time": 0.017885811859741807, "eta_seconds": 239641.4468715666, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35873170731707316, "fast_rcnn/fg_cls_accuracy": 0.6039955487255577, "iteration": 29099, "loss_box_reg": 0.22717536985874176, "loss_cls": 0.20731260254979134, "loss_mask": 0.2582557462155819, "loss_rpn_cls": 0.04353755991905928, "loss_rpn_loc": 0.07945328764617443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912123555174283, "mask_rcnn/false_negative": 0.09145721029762018, "mask_rcnn/false_positive": 0.13371250275416616, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9922828618437052, "total_loss": 0.8340776960831136}
{"data_time": 0.021096503594890237, "eta_seconds": 239660.8817823045, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35770166453265045, "fast_rcnn/fg_cls_accuracy": 0.6238421955403087, "iteration": 29119, "loss_box_reg": 0.2378030512481928, "loss_cls": 0.21245105005800724, "loss_mask": 0.26044232584536076, "loss_rpn_cls": 0.03930653783027083, "loss_rpn_loc": 0.06532026408240199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920061867805472, "mask_rcnn/false_negative": 0.09058221581872217, "mask_rcnn/false_positive": 0.12143165199324873, "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": 0.9971448038704693, "total_loss": 0.823999993619509}
{"data_time": 0.017665542429313064, "eta_seconds": 239705.22996840999, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4142950416714675, "fast_rcnn/fg_cls_accuracy": 0.5335590243034709, "iteration": 29139, "loss_box_reg": 0.2327562440186739, "loss_cls": 0.21329903788864613, "loss_mask": 0.2578492555767298, "loss_rpn_cls": 0.04763257852755487, "loss_rpn_loc": 0.07578144455328584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931632422779543, "mask_rcnn/false_negative": 0.09826646907343173, "mask_rcnn/false_positive": 0.12242297732939039, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9878810700029135, "total_loss": 0.8654103323351592}
{"data_time": 0.015045812353491783, "eta_seconds": 239655.82085249014, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.36385172798216275, "fast_rcnn/fg_cls_accuracy": 0.6113566116101613, "iteration": 29159, "loss_box_reg": 0.244388859719038, "loss_cls": 0.20570345036685467, "loss_mask": 0.26480104960501194, "loss_rpn_cls": 0.04815504013095051, "loss_rpn_loc": 0.08028928027488291, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884436926944691, "mask_rcnn/false_negative": 0.09384360577239435, "mask_rcnn/false_positive": 0.1331376383144371, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9965370434802026, "total_loss": 0.8861518546473235}
{"data_time": 0.022150088334456086, "eta_seconds": 239677.6332321437, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.37650430819625436, "fast_rcnn/fg_cls_accuracy": 0.5686270948367722, "iteration": 29179, "loss_box_reg": 0.23183817323297262, "loss_cls": 0.21205740049481392, "loss_mask": 0.25931401178240776, "loss_rpn_cls": 0.04358231904916465, "loss_rpn_loc": 0.07947079022414982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852280630230941, "mask_rcnn/false_negative": 0.09105152835133046, "mask_rcnn/false_positive": 0.14979383618344264, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0131987335626036, "total_loss": 0.8553354903124273}
{"data_time": 0.018371816026046872, "eta_seconds": 239725.1391628757, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3821106293214579, "fast_rcnn/fg_cls_accuracy": 0.5710877192982455, "iteration": 29199, "loss_box_reg": 0.24721373990178108, "loss_cls": 0.20321257133036852, "loss_mask": 0.2741555739194155, "loss_rpn_cls": 0.05197071307338774, "loss_rpn_loc": 0.07708557927981019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811142672529538, "mask_rcnn/false_negative": 0.1039432514624265, "mask_rcnn/false_positive": 0.12149745215627306, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9847100584302098, "total_loss": 0.8575171057600528}
{"data_time": 0.012866973876953125, "eta_seconds": 239596.11586473417, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4006571054640637, "fast_rcnn/fg_cls_accuracy": 0.5555141579731744, "iteration": 29219, "loss_box_reg": 0.24512381851673126, "loss_cls": 0.21770390029996634, "loss_mask": 0.2619757242500782, "loss_rpn_cls": 0.04314148460980505, "loss_rpn_loc": 0.07887274760287255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859419883513318, "mask_rcnn/false_negative": 0.09701716681033686, "mask_rcnn/false_positive": 0.13333963165656376, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9868763566482812, "total_loss": 0.8413989101536572}
{"data_time": 0.015865005552768707, "eta_seconds": 239617.9178513866, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32020334331337325, "fast_rcnn/fg_cls_accuracy": 0.6596054466409647, "iteration": 29239, "loss_box_reg": 0.2886032983660698, "loss_cls": 0.22787762805819511, "loss_mask": 0.26888137869536877, "loss_rpn_cls": 0.04385773546528071, "loss_rpn_loc": 0.08931743213906884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858422141864697, "mask_rcnn/false_negative": 0.10383668670673243, "mask_rcnn/false_positive": 0.12355156589465202, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9707711094524711, "total_loss": 0.9255194764118642}
{"data_time": 0.018155043479055166, "eta_seconds": 239585.80529185012, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.38111035111719105, "fast_rcnn/fg_cls_accuracy": 0.5573015873015873, "iteration": 29259, "loss_box_reg": 0.2459249049425125, "loss_cls": 0.21173954755067825, "loss_mask": 0.2622078154236078, "loss_rpn_cls": 0.0479518948122859, "loss_rpn_loc": 0.09253824548795819, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777725727523855, "mask_rcnn/false_negative": 0.11183937151269181, "mask_rcnn/false_positive": 0.13479221259029034, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9861650879029185, "total_loss": 0.8532627876847982}
{"data_time": 0.02244694740511477, "eta_seconds": 239739.50634615496, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.36592893495821077, "fast_rcnn/fg_cls_accuracy": 0.6110749185667752, "iteration": 29279, "loss_box_reg": 0.2347763441503048, "loss_cls": 0.21413422655314207, "loss_mask": 0.25958842039108276, "loss_rpn_cls": 0.0467385808005929, "loss_rpn_loc": 0.08617565827444196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817744464460247, "mask_rcnn/false_negative": 0.10563638982287069, "mask_rcnn/false_positive": 0.14047711526997475, "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": 1.0347841072361916, "total_loss": 0.8162229430163279}
{"data_time": 0.016918678767979145, "eta_seconds": 239591.68776634615, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.33511513157894735, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 29299, "loss_box_reg": 0.23331422917544842, "loss_cls": 0.19560660142451525, "loss_mask": 0.26060932874679565, "loss_rpn_cls": 0.0424181807320565, "loss_rpn_loc": 0.08738105231896043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821266363879241, "mask_rcnn/false_negative": 0.09227492542265453, "mask_rcnn/false_positive": 0.13170324827503851, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9966819400433451, "total_loss": 0.8177070284727961}
{"data_time": 0.021680460311472416, "eta_seconds": 239699.66927298345, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.31707960568920446, "fast_rcnn/fg_cls_accuracy": 0.5911933107821172, "iteration": 29319, "loss_box_reg": 0.25105333141982555, "loss_cls": 0.22033833153545856, "loss_mask": 0.252596290782094, "loss_rpn_cls": 0.04530162247829139, "loss_rpn_loc": 0.08484438911546022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985553027688141, "mask_rcnn/false_negative": 0.09437985231828963, "mask_rcnn/false_positive": 0.1074231684262927, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0016563904937357, "total_loss": 0.8645043281139806}
{"data_time": 0.01708414708264172, "eta_seconds": 239745.47326955013, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3301250703891408, "fast_rcnn/fg_cls_accuracy": 0.6408911302901112, "iteration": 29339, "loss_box_reg": 0.24599366635084152, "loss_cls": 0.2113801147788763, "loss_mask": 0.26396877504885197, "loss_rpn_cls": 0.039853908121585846, "loss_rpn_loc": 0.08475624769926071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941220232225642, "mask_rcnn/false_negative": 0.09025970998540331, "mask_rcnn/false_positive": 0.1041242084812152, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9923572710249573, "total_loss": 0.829241659026593}
{"data_time": 0.01914682611823082, "eta_seconds": 239866.0480749607, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3440303657694962, "fast_rcnn/fg_cls_accuracy": 0.624938574938575, "iteration": 29359, "loss_box_reg": 0.23321779444813728, "loss_cls": 0.20158643275499344, "loss_mask": 0.2601677477359772, "loss_rpn_cls": 0.039883910212665796, "loss_rpn_loc": 0.06533361261244863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8738827110638334, "mask_rcnn/false_negative": 0.09648181926701227, "mask_rcnn/false_positive": 0.15275458333400999, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0210329620167613, "total_loss": 0.8465770588954911}
{"data_time": 0.014501660130918026, "eta_seconds": 239802.88842685055, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34946787379513666, "fast_rcnn/fg_cls_accuracy": 0.6196956394498098, "iteration": 29379, "loss_box_reg": 0.2498364858329296, "loss_cls": 0.22101126424968243, "loss_mask": 0.2711339835077524, "loss_rpn_cls": 0.0424324928317219, "loss_rpn_loc": 0.08218018291518092, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793444243726198, "mask_rcnn/false_negative": 0.10456680668006868, "mask_rcnn/false_positive": 0.12573916726973255, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.963667850010097, "total_loss": 0.8529907900374383}
{"data_time": 0.01850699447095394, "eta_seconds": 239782.95634402893, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3542088198727481, "fast_rcnn/fg_cls_accuracy": 0.6000767899368615, "iteration": 29399, "loss_box_reg": 0.24975885078310966, "loss_cls": 0.22640522196888924, "loss_mask": 0.2545103784650564, "loss_rpn_cls": 0.04385793430265039, "loss_rpn_loc": 0.09147981670685112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932356326115247, "mask_rcnn/false_negative": 0.08682330430690582, "mask_rcnn/false_positive": 0.11807971542991205, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9909358592703938, "total_loss": 0.8803310607327148}
{"data_time": 0.012391366064548492, "eta_seconds": 239649.90772514604, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.402084601339014, "fast_rcnn/fg_cls_accuracy": 0.5788553551711446, "iteration": 29419, "loss_box_reg": 0.2438787091523409, "loss_cls": 0.21989623084664345, "loss_mask": 0.26689451187849045, "loss_rpn_cls": 0.0487555218860507, "loss_rpn_loc": 0.08377069723792374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8744045157307418, "mask_rcnn/false_negative": 0.1022823425543391, "mask_rcnn/false_positive": 0.13819367073602956, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9760502947028726, "total_loss": 0.847240936011076}
{"data_time": 0.025722417049109936, "eta_seconds": 239645.85327733308, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.35210645661773476, "fast_rcnn/fg_cls_accuracy": 0.6292647828362115, "iteration": 29439, "loss_box_reg": 0.21895781718194485, "loss_cls": 0.1978550897911191, "loss_mask": 0.2667320566251874, "loss_rpn_cls": 0.03989324008580297, "loss_rpn_loc": 0.06828391924500465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901031069193568, "mask_rcnn/false_negative": 0.09431237247845872, "mask_rcnn/false_positive": 0.1091374515752637, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9970406598877162, "total_loss": 0.8165221418021247}
{"data_time": 0.02326318621635437, "eta_seconds": 239625.92927888967, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3574040314599719, "fast_rcnn/fg_cls_accuracy": 0.6051282051282052, "iteration": 29459, "loss_box_reg": 0.23406953364610672, "loss_cls": 0.20814451668411493, "loss_mask": 0.2707318402826786, "loss_rpn_cls": 0.0409069312736392, "loss_rpn_loc": 0.07871366385370493, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863085716416992, "mask_rcnn/false_negative": 0.09277276439796729, "mask_rcnn/false_positive": 0.13366738482257598, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.004676774609834, "total_loss": 0.8725483478046954}
{"data_time": 0.011875363066792488, "eta_seconds": 239546.26984959468, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3371097046413502, "fast_rcnn/fg_cls_accuracy": 0.6574472573839663, "iteration": 29479, "loss_box_reg": 0.22322856821119785, "loss_cls": 0.2057054340839386, "loss_mask": 0.2678697034716606, "loss_rpn_cls": 0.04336083051748574, "loss_rpn_loc": 0.08594826748594642, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025749179307521, "mask_rcnn/false_negative": 0.08057428016537765, "mask_rcnn/false_positive": 0.12855455270464844, "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": 0.9816073775291443, "total_loss": 0.8438444463536143}
{"data_time": 0.013027723878622055, "eta_seconds": 239548.77034865785, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.36711229946524065, "fast_rcnn/fg_cls_accuracy": 0.6068688477127968, "iteration": 29499, "loss_box_reg": 0.2357568945735693, "loss_cls": 0.21256037801504135, "loss_mask": 0.2781878300011158, "loss_rpn_cls": 0.04907052929047495, "loss_rpn_loc": 0.08324498729780316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8699612705122617, "mask_rcnn/false_negative": 0.10207082133213649, "mask_rcnn/false_positive": 0.15445897164284672, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.009436386404559, "total_loss": 0.8852553670294583}
{"data_time": 0.020918499678373337, "eta_seconds": 239562.41242993623, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36662155424175513, "fast_rcnn/fg_cls_accuracy": 0.613319729805798, "iteration": 29519, "loss_box_reg": 0.2582977320998907, "loss_cls": 0.21224444173276424, "loss_mask": 0.2779019270092249, "loss_rpn_cls": 0.04999344050884247, "loss_rpn_loc": 0.08519504009746015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787932081030685, "mask_rcnn/false_negative": 0.1126874768678264, "mask_rcnn/false_positive": 0.12555497539161237, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9870055494830012, "total_loss": 0.8930246338713914}
{"data_time": 0.017630174290388823, "eta_seconds": 239486.51275583543, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.38642951251646906, "fast_rcnn/fg_cls_accuracy": 0.5812349033816425, "iteration": 29539, "loss_box_reg": 0.2277721669524908, "loss_cls": 0.20831008069217205, "loss_mask": 0.2647199481725693, "loss_rpn_cls": 0.04179928475059569, "loss_rpn_loc": 0.07308680610731244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975642864898798, "mask_rcnn/false_negative": 0.08380784033652813, "mask_rcnn/false_positive": 0.11587994977420703, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.019137762952596, "total_loss": 0.8217736601363868}
{"data_time": 0.020500827580690384, "eta_seconds": 239451.330342805, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.35969484858737943, "fast_rcnn/fg_cls_accuracy": 0.6193889922742909, "iteration": 29559, "loss_box_reg": 0.25189619325101376, "loss_cls": 0.2068941993638873, "loss_mask": 0.26652459241449833, "loss_rpn_cls": 0.04059811308979988, "loss_rpn_loc": 0.08132887119427323, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791136303441072, "mask_rcnn/false_negative": 0.09427461246050903, "mask_rcnn/false_positive": 0.13504020692570826, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9724689132999629, "total_loss": 0.8479214317630976}
{"data_time": 0.020389907527714968, "eta_seconds": 239495.7246651873, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3507746754182013, "fast_rcnn/fg_cls_accuracy": 0.6155325309926704, "iteration": 29579, "loss_box_reg": 0.2442921046167612, "loss_cls": 0.21015112195163965, "loss_mask": 0.2792431153357029, "loss_rpn_cls": 0.04749349062331021, "loss_rpn_loc": 0.09308653976768255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877804302543397, "mask_rcnn/false_negative": 0.0967707038387978, "mask_rcnn/false_positive": 0.15369178454908228, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0158963035792112, "total_loss": 0.8890240031760186}
{"data_time": 0.01610168255865574, "eta_seconds": 239475.80155357718, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.372149302707137, "fast_rcnn/fg_cls_accuracy": 0.6012393336042259, "iteration": 29599, "loss_box_reg": 0.24536165967583656, "loss_cls": 0.20270736515522003, "loss_mask": 0.2605556584894657, "loss_rpn_cls": 0.04560601129196584, "loss_rpn_loc": 0.08533362520392984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810332203407472, "mask_rcnn/false_negative": 0.09675480536028609, "mask_rcnn/false_positive": 0.12115736251160084, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0049943635240197, "total_loss": 0.8609092159895226}
{"data_time": 0.020491216331720352, "eta_seconds": 239455.87844196707, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32602168021680217, "fast_rcnn/fg_cls_accuracy": 0.630126050420168, "iteration": 29619, "loss_box_reg": 0.250762777402997, "loss_cls": 0.21266061067581177, "loss_mask": 0.2649488113820553, "loss_rpn_cls": 0.037872083485126495, "loss_rpn_loc": 0.09779670368880033, "lr": 0.0001, "mask_rcnn/accuracy": 0.886461246224445, "mask_rcnn/false_negative": 0.10341084893829233, "mask_rcnn/false_positive": 0.1183544836608016, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.010290216654539, "total_loss": 0.8732959607150406}
{"data_time": 0.02127468748949468, "eta_seconds": 239521.57338950783, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3577786688051323, "fast_rcnn/fg_cls_accuracy": 0.5992125984251968, "iteration": 29639, "loss_box_reg": 0.2651733998209238, "loss_cls": 0.23098664171993732, "loss_mask": 0.2560161668807268, "loss_rpn_cls": 0.046381925232708454, "loss_rpn_loc": 0.07110066479071975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855872706225347, "mask_rcnn/false_negative": 0.10136359255986654, "mask_rcnn/false_positive": 0.11959998729232835, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9893516504671425, "total_loss": 0.8689760058186948}
{"data_time": 0.02216532686725259, "eta_seconds": 239424.52095788438, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3721870286576169, "fast_rcnn/fg_cls_accuracy": 0.6099547511312218, "iteration": 29659, "loss_box_reg": 0.2376020196825266, "loss_cls": 0.19655965268611908, "loss_mask": 0.24674675427377224, "loss_rpn_cls": 0.04004137753508985, "loss_rpn_loc": 0.08516140561550856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934899865702167, "mask_rcnn/false_negative": 0.08068986615374926, "mask_rcnn/false_positive": 0.11729081418603082, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.974375530378893, "total_loss": 0.8140958354342729}
{"data_time": 0.023689676076173782, "eta_seconds": 239369.48228769004, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4118434843367882, "fast_rcnn/fg_cls_accuracy": 0.5724764635095916, "iteration": 29679, "loss_box_reg": 0.22921837866306305, "loss_cls": 0.1884302394464612, "loss_mask": 0.26893891021609306, "loss_rpn_cls": 0.042576939798891544, "loss_rpn_loc": 0.07232884096447378, "lr": 0.0001, "mask_rcnn/accuracy": 0.8748369667915475, "mask_rcnn/false_negative": 0.11338625952252829, "mask_rcnn/false_positive": 0.1330077235549217, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9670615494251251, "total_loss": 0.7823724239133298}
{"data_time": 0.01992261246778071, "eta_seconds": 239349.56139202695, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30106886547564515, "fast_rcnn/fg_cls_accuracy": 0.6655539913332307, "iteration": 29699, "loss_box_reg": 0.20042956992983818, "loss_cls": 0.17660962231457233, "loss_mask": 0.2523301150649786, "loss_rpn_cls": 0.03852258180268109, "loss_rpn_loc": 0.0843932933639735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959882280049566, "mask_rcnn/false_negative": 0.08419611203340671, "mask_rcnn/false_positive": 0.11128147197686082, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.959279649425298, "total_loss": 0.7867884923471138}
{"data_time": 0.026867183623835444, "eta_seconds": 239369.79301667772, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.37760416666666663, "fast_rcnn/fg_cls_accuracy": 0.5670367899351887, "iteration": 29719, "loss_box_reg": 0.2540482934564352, "loss_cls": 0.20766179915517569, "loss_mask": 0.262664970010519, "loss_rpn_cls": 0.0417854858096689, "loss_rpn_loc": 0.07679410511627793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831236052672411, "mask_rcnn/false_negative": 0.10232158826044002, "mask_rcnn/false_positive": 0.13476321330886856, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.038415142800659, "total_loss": 0.8445969754538964}
{"data_time": 0.01633908855728805, "eta_seconds": 239324.23275775742, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3426268656716418, "fast_rcnn/fg_cls_accuracy": 0.6272083460249771, "iteration": 29739, "loss_box_reg": 0.24216227792203426, "loss_cls": 0.20395310688763857, "loss_mask": 0.24858684837818146, "loss_rpn_cls": 0.04311222676187754, "loss_rpn_loc": 0.09292843658477068, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866363249845393, "mask_rcnn/false_negative": 0.09300763090717239, "mask_rcnn/false_positive": 0.12569043099310628, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.024462741566822, "total_loss": 0.8684625099413097}
{"data_time": 0.018749301321804523, "eta_seconds": 239270.37167117, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.40535117056856185, "fast_rcnn/fg_cls_accuracy": 0.5892073255976513, "iteration": 29759, "loss_box_reg": 0.2588741071522236, "loss_cls": 0.2146167028695345, "loss_mask": 0.2732240464538336, "loss_rpn_cls": 0.04001715057529509, "loss_rpn_loc": 0.07482030778191984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900307766767395, "mask_rcnn/false_negative": 0.08962388301815319, "mask_rcnn/false_positive": 0.13088208301062487, "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": 0.9745490769855678, "total_loss": 0.8388708798447624}
{"data_time": 0.018324888311326504, "eta_seconds": 239284.38855018932, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3908776819673083, "fast_rcnn/fg_cls_accuracy": 0.603954359376361, "iteration": 29779, "loss_box_reg": 0.2627155873924494, "loss_cls": 0.20750979892909527, "loss_mask": 0.2752209771424532, "loss_rpn_cls": 0.04471183568239212, "loss_rpn_loc": 0.08551680343225598, "lr": 0.0001, "mask_rcnn/accuracy": 0.867739267307293, "mask_rcnn/false_negative": 0.11035258160546357, "mask_rcnn/false_positive": 0.14716743570787943, "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": 1.010654574027285, "total_loss": 0.86979427235201}
{"data_time": 0.015101795550435781, "eta_seconds": 239230.5331144482, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3427197802197802, "fast_rcnn/fg_cls_accuracy": 0.625204720929628, "iteration": 29799, "loss_box_reg": 0.23242894560098648, "loss_cls": 0.20931410044431686, "loss_mask": 0.25365517660975456, "loss_rpn_cls": 0.03985768347047269, "loss_rpn_loc": 0.08110305579612032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924318811813272, "mask_rcnn/false_negative": 0.09146035403780947, "mask_rcnn/false_positive": 0.12109327476194143, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9928129364270717, "total_loss": 0.8293287344276905}
{"data_time": 0.017560166539624333, "eta_seconds": 239063.58453037217, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.35224231698895025, "fast_rcnn/fg_cls_accuracy": 0.5621902533039648, "iteration": 29819, "loss_box_reg": 0.25290817208588123, "loss_cls": 0.21682611294090748, "loss_mask": 0.26819143258035183, "loss_rpn_cls": 0.050920006819069386, "loss_rpn_loc": 0.08154211519286036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919247785211023, "mask_rcnn/false_negative": 0.09152012018167902, "mask_rcnn/false_positive": 0.12166424878592966, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9792799148708582, "total_loss": 0.876098016044125}
{"data_time": 0.01657522819004953, "eta_seconds": 239006.72125887126, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3310819618706208, "fast_rcnn/fg_cls_accuracy": 0.628066412525291, "iteration": 29839, "loss_box_reg": 0.23685852717608213, "loss_cls": 0.200939757283777, "loss_mask": 0.25387907586991787, "loss_rpn_cls": 0.03567315964028239, "loss_rpn_loc": 0.08226920384913683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952040411469464, "mask_rcnn/false_negative": 0.09311159334970964, "mask_rcnn/false_positive": 0.116358374431653, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 1.0269609824754298, "total_loss": 0.8425172901479527}
{"data_time": 0.01605973718687892, "eta_seconds": 238724.739313568, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3938470319634703, "fast_rcnn/fg_cls_accuracy": 0.5748461385745482, "iteration": 29859, "loss_box_reg": 0.2631660047918558, "loss_cls": 0.22355559468269348, "loss_mask": 0.27017295360565186, "loss_rpn_cls": 0.04212748899590224, "loss_rpn_loc": 0.09414006653241813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857424820297577, "mask_rcnn/false_negative": 0.09141786060774584, "mask_rcnn/false_positive": 0.12619663670356657, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9795556219760329, "total_loss": 0.8930828417651355}
{"data_time": 0.015079441713169217, "eta_seconds": 238847.6336782705, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.32981192476990795, "fast_rcnn/fg_cls_accuracy": 0.6539471602594527, "iteration": 29879, "loss_box_reg": 0.23652317095547915, "loss_cls": 0.20201208349317312, "loss_mask": 0.25029493495821953, "loss_rpn_cls": 0.040587248862721026, "loss_rpn_loc": 0.10243343468755484, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016414340855959, "mask_rcnn/false_negative": 0.08020933949003944, "mask_rcnn/false_positive": 0.124519521139147, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0255197451915592, "total_loss": 0.8476517554372549}
{"data_time": 0.01605517533607781, "eta_seconds": 238657.18238574918, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3604386737089202, "fast_rcnn/fg_cls_accuracy": 0.5728596580543889, "iteration": 29899, "loss_box_reg": 0.25014254450798035, "loss_cls": 0.22049098648130894, "loss_mask": 0.2712574079632759, "loss_rpn_cls": 0.04796006274409592, "loss_rpn_loc": 0.08340944326482713, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777418294904169, "mask_rcnn/false_negative": 0.1064502333502344, "mask_rcnn/false_positive": 0.12985178095991573, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.992378102382645, "total_loss": 0.8438172268215567}
{"data_time": 0.020175890997052193, "eta_seconds": 238589.8184095323, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.35657652396567985, "fast_rcnn/fg_cls_accuracy": 0.6143355146474221, "iteration": 29919, "loss_box_reg": 0.24426602385938168, "loss_cls": 0.1909929048269987, "loss_mask": 0.2678392957895994, "loss_rpn_cls": 0.039621188538149, "loss_rpn_loc": 0.0834954772144556, "lr": 0.0001, "mask_rcnn/accuracy": 0.882266986963813, "mask_rcnn/false_negative": 0.1039689527271287, "mask_rcnn/false_positive": 0.1427067194319591, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0054368879646063, "total_loss": 0.8665077276527882}
{"data_time": 0.014067892916500568, "eta_seconds": 238176.44443615805, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.30782539260047914, "fast_rcnn/fg_cls_accuracy": 0.6308352369237977, "iteration": 29939, "loss_box_reg": 0.2548172064125538, "loss_cls": 0.20965559966862202, "loss_mask": 0.2801909167319536, "loss_rpn_cls": 0.045928143488708884, "loss_rpn_loc": 0.08580801519565284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749474120005145, "mask_rcnn/false_negative": 0.10085793074437749, "mask_rcnn/false_positive": 0.1460917925088608, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9536846445407718, "total_loss": 0.8665018423926085}
{"data_time": 0.013606423744931817, "eta_seconds": 238278.01328683272, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3872010594375633, "fast_rcnn/fg_cls_accuracy": 0.5845213056009971, "iteration": 29959, "loss_box_reg": 0.22947873547673225, "loss_cls": 0.19385094661265612, "loss_mask": 0.2605750784277916, "loss_rpn_cls": 0.03833219816442579, "loss_rpn_loc": 0.07677623815834522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866222861095657, "mask_rcnn/false_negative": 0.09815243372461413, "mask_rcnn/false_positive": 0.1446433965101312, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.987687416607514, "total_loss": 0.8002192339627072}
{"data_time": 0.0157036071177572, "eta_seconds": 238382.09378656466, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.32265060240963855, "fast_rcnn/fg_cls_accuracy": 0.6208484848484848, "iteration": 29979, "loss_box_reg": 0.23137993924319744, "loss_cls": 0.1834401162341237, "loss_mask": 0.2566838376224041, "loss_rpn_cls": 0.044075573328882456, "loss_rpn_loc": 0.06776634091511369, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902621567895124, "mask_rcnn/false_negative": 0.08121915676339075, "mask_rcnn/false_positive": 0.13549419340145386, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0243734773248434, "total_loss": 0.7860979429678991}
{"bbox/AP": 36.346463376933606, "bbox/AP-airplane": 56.79392955794449, "bbox/AP-apple": 16.48881044311971, "bbox/AP-backpack": 11.093175389006884, "bbox/AP-banana": 24.03003216568972, "bbox/AP-baseball bat": 27.589807824539058, "bbox/AP-baseball glove": 33.73476650398592, "bbox/AP-bear": 69.80950666441524, "bbox/AP-bed": 36.681193652516406, "bbox/AP-bench": 20.6907356590066, "bbox/AP-bicycle": 24.964990883700438, "bbox/AP-bird": 33.484993255177784, "bbox/AP-boat": 23.72786526960148, "bbox/AP-book": 12.33202309175391, "bbox/AP-bottle": 35.90279512594106, "bbox/AP-bowl": 38.078112303799365, "bbox/AP-broccoli": 22.03608318615424, "bbox/AP-bus": 59.39085791747307, "bbox/AP-cake": 32.79467274586065, "bbox/AP-car": 39.55907724231108, "bbox/AP-carrot": 19.306516779954293, "bbox/AP-cat": 57.08393538296404, "bbox/AP-cell phone": 30.491577104243138, "bbox/AP-chair": 23.353277201451156, "bbox/AP-clock": 49.541404199421606, "bbox/AP-couch": 36.00003950400726, "bbox/AP-cow": 49.96743796278581, "bbox/AP-cup": 38.03065251087634, "bbox/AP-dining table": 23.047054267206622, "bbox/AP-dog": 57.56720968536233, "bbox/AP-donut": 42.42450231490077, "bbox/AP-elephant": 57.15561255604845, "bbox/AP-fire hydrant": 61.0335167430313, "bbox/AP-fork": 22.307570675069467, "bbox/AP-frisbee": 61.598100322195414, "bbox/AP-giraffe": 61.16705980560114, "bbox/AP-hair drier": 8.25082508250825, "bbox/AP-handbag": 9.823467514587392, "bbox/AP-horse": 50.927840589696046, "bbox/AP-hot dog": 29.75968512830099, "bbox/AP-keyboard": 41.8986933146193, "bbox/AP-kite": 40.89277478302267, "bbox/AP-knife": 11.066170820571969, "bbox/AP-laptop": 50.07523970598502, "bbox/AP-microwave": 46.52005892020629, "bbox/AP-motorcycle": 37.63133275410137, "bbox/AP-mouse": 55.19169812637418, "bbox/AP-orange": 28.134264107770036, "bbox/AP-oven": 27.284040727405696, "bbox/AP-parking meter": 40.43542630761096, "bbox/AP-person": 50.82342146526535, "bbox/AP-pizza": 49.849923091381996, "bbox/AP-potted plant": 20.685056663835045, "bbox/AP-refrigerator": 47.114190060992925, "bbox/AP-remote": 28.674854283834637, "bbox/AP-sandwich": 26.762274736050053, "bbox/AP-scissors": 22.013134389863996, "bbox/AP-sheep": 48.9428732321903, "bbox/AP-sink": 30.894384528311942, "bbox/AP-skateboard": 42.97578384576687, "bbox/AP-skis": 16.2949998727122, "bbox/AP-snowboard": 28.571486641838504, "bbox/AP-spoon": 11.916852147561759, "bbox/AP-sports ball": 45.35315103539832, "bbox/AP-stop sign": 60.02575777074014, "bbox/AP-suitcase": 32.87440318664699, "bbox/AP-surfboard": 31.226519860789242, "bbox/AP-teddy bear": 41.10190818161019, "bbox/AP-tennis racket": 41.70649351395039, "bbox/AP-tie": 26.079377095283146, "bbox/AP-toaster": 34.400177023939406, "bbox/AP-toilet": 53.76918753795561, "bbox/AP-toothbrush": 16.20318090884652, "bbox/AP-traffic light": 25.72965402680765, "bbox/AP-train": 53.14585301353072, "bbox/AP-truck": 30.121320255288676, "bbox/AP-tv": 49.2448524889135, "bbox/AP-umbrella": 33.73038598950817, "bbox/AP-vase": 31.687235293378063, "bbox/AP-wine glass": 29.335336466119482, "bbox/AP-zebra": 59.31262776650006, "bbox/AP50": 59.304356118736145, "bbox/AP75": 39.550642554157946, "bbox/APl": 45.77172144262197, "bbox/APm": 39.47152839276833, "bbox/APs": 22.978712719755958, "data_time": 0.0208456099499017, "eta_seconds": 238390.6934224069, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3053689687795648, "fast_rcnn/fg_cls_accuracy": 0.641150954308849, "iteration": 29999, "loss_box_reg": 0.22415472380816936, "loss_cls": 0.18907213397324085, "loss_mask": 0.26060151867568493, "loss_rpn_cls": 0.04268792038783431, "loss_rpn_loc": 0.06788101233541965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948624332283248, "mask_rcnn/false_negative": 0.10066887379387443, "mask_rcnn/false_positive": 0.11433577403434568, "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, "segm/AP": 34.77640153558028, "segm/AP-airplane": 48.555759334121646, "segm/AP-apple": 17.483079754777584, "segm/AP-backpack": 11.683872894296881, "segm/AP-banana": 18.475761667705633, "segm/AP-baseball bat": 23.9042056563577, "segm/AP-baseball glove": 39.38721394630982, "segm/AP-bear": 72.0994292469175, "segm/AP-bed": 30.45498601397542, "segm/AP-bench": 15.994804675884952, "segm/AP-bicycle": 16.118671407300393, "segm/AP-bird": 30.131359867212115, "segm/AP-boat": 22.484407136879874, "segm/AP-book": 9.045621889761359, "segm/AP-bottle": 35.61803704645593, "segm/AP-bowl": 37.91253873325697, "segm/AP-broccoli": 20.33318702914509, "segm/AP-bus": 60.74408259966596, "segm/AP-cake": 33.80460250148917, "segm/AP-car": 37.577434440519944, "segm/AP-carrot": 17.038370183281685, "segm/AP-cat": 65.19783932658541, "segm/AP-cell phone": 31.649224527565273, "segm/AP-chair": 16.38689521633703, "segm/AP-clock": 50.965167662339105, "segm/AP-couch": 33.27765606129635, "segm/AP-cow": 43.31793935389774, "segm/AP-cup": 39.50765124618943, "segm/AP-dining table": 13.376068583350042, "segm/AP-dog": 59.34255383507432, "segm/AP-donut": 45.15894104406367, "segm/AP-elephant": 53.671586915191206, "segm/AP-fire hydrant": 63.77485159919518, "segm/AP-fork": 11.299336618183672, "segm/AP-frisbee": 63.08344121451594, "segm/AP-giraffe": 47.672688189786236, "segm/AP-hair drier": 7.593297791317593, "segm/AP-handbag": 10.890816438809564, "segm/AP-horse": 37.966443630025, "segm/AP-hot dog": 22.54459173911305, "segm/AP-keyboard": 44.958931823813415, "segm/AP-kite": 31.01352228258083, "segm/AP-knife": 7.380225702102315, "segm/AP-laptop": 53.36736607583682, "segm/AP-microwave": 51.97022869130474, "segm/AP-motorcycle": 29.271050349148968, "segm/AP-mouse": 58.428214566733175, "segm/AP-orange": 28.99902701843035, "segm/AP-oven": 25.276130848848677, "segm/AP-parking meter": 43.21930371546911, "segm/AP-person": 44.7412931476513, "segm/AP-pizza": 49.6190352242908, "segm/AP-potted plant": 19.435153736364114, "segm/AP-refrigerator": 48.48588690900539, "segm/AP-remote": 28.42296639827068, "segm/AP-sandwich": 28.277845769194066, "segm/AP-scissors": 16.850239086499926, "segm/AP-sheep": 44.22630236226841, "segm/AP-sink": 32.63410938442838, "segm/AP-skateboard": 25.463120513756454, "segm/AP-skis": 1.8286967543413695, "segm/AP-snowboard": 19.782543049866437, "segm/AP-spoon": 8.10116098764405, "segm/AP-sports ball": 47.75230254460116, "segm/AP-stop sign": 63.418089250748935, "segm/AP-suitcase": 36.95980203656143, "segm/AP-surfboard": 28.91571060370634, "segm/AP-teddy bear": 41.574391587199614, "segm/AP-tennis racket": 52.3864706878626, "segm/AP-tie": 26.926266375852776, "segm/AP-toaster": 38.21199645952122, "segm/AP-toilet": 54.140671773612794, "segm/AP-toothbrush": 10.834985949212497, "segm/AP-traffic light": 25.545956147406756, "segm/AP-train": 55.74576843501702, "segm/AP-truck": 30.994021063673927, "segm/AP-tv": 54.165113091722375, "segm/AP-umbrella": 43.71569784454941, "segm/AP-vase": 33.51649440752156, "segm/AP-wine glass": 27.317544930664965, "segm/AP-zebra": 52.7140682409854, "segm/AP50": 56.4315862717222, "segm/AP75": 37.01346573848171, "segm/APl": 49.31355568313453, "segm/APm": 37.6939883106797, "segm/APs": 18.279684862455213, "time": 1.0228112619370222, "total_loss": 0.8036350718757603}
{"data_time": 0.02153700590133667, "eta_seconds": 238156.5958937211, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.39011788120024493, "fast_rcnn/fg_cls_accuracy": 0.5737722729248153, "iteration": 30019, "loss_box_reg": 0.22307155281305313, "loss_cls": 0.19575914181768894, "loss_mask": 0.26875043474137783, "loss_rpn_cls": 0.03502609487622976, "loss_rpn_loc": 0.06711489171721041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8668340058590724, "mask_rcnn/false_negative": 0.099556654484697, "mask_rcnn/false_positive": 0.14685287659302565, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9802126064896584, "total_loss": 0.7853989557479508}
{"data_time": 0.02354437392205, "eta_seconds": 238020.2987119276, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.36866768866281097, "fast_rcnn/fg_cls_accuracy": 0.616159420289855, "iteration": 30039, "loss_box_reg": 0.2258104244247079, "loss_cls": 0.20721918158233166, "loss_mask": 0.2660260181874037, "loss_rpn_cls": 0.04139509331434965, "loss_rpn_loc": 0.07497620861977339, "lr": 0.0001, "mask_rcnn/accuracy": 0.8714441385310214, "mask_rcnn/false_negative": 0.10161010587069455, "mask_rcnn/false_positive": 0.14524946196674487, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9680299242027104, "total_loss": 0.8195956904673949}
{"data_time": 0.020485831424593925, "eta_seconds": 238017.4476474803, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3733197681588359, "fast_rcnn/fg_cls_accuracy": 0.5969994058229352, "iteration": 30059, "loss_box_reg": 0.2750284196808934, "loss_cls": 0.21118038706481457, "loss_mask": 0.2649975884705782, "loss_rpn_cls": 0.03943375265225768, "loss_rpn_loc": 0.0804170174524188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863089596740952, "mask_rcnn/false_negative": 0.08957896955157504, "mask_rcnn/false_positive": 0.1398042078808552, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9932524929754436, "total_loss": 0.8774414358194917}
{"data_time": 0.015650472370907664, "eta_seconds": 237997.60790023953, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29461688114659, "fast_rcnn/fg_cls_accuracy": 0.6688946528332003, "iteration": 30079, "loss_box_reg": 0.23131833132356405, "loss_cls": 0.18741270480677485, "loss_mask": 0.24805676378309727, "loss_rpn_cls": 0.039400775684043765, "loss_rpn_loc": 0.07109642529394478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916588474192766, "mask_rcnn/false_negative": 0.08536674369414315, "mask_rcnn/false_positive": 0.13691665091303382, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0002879342064261, "total_loss": 0.809054926270619}
{"data_time": 0.017322065075859427, "eta_seconds": 237937.10811680648, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3175408711287766, "fast_rcnn/fg_cls_accuracy": 0.6408156028368794, "iteration": 30099, "loss_box_reg": 0.2277769222855568, "loss_cls": 0.19970691110938787, "loss_mask": 0.24844319000840187, "loss_rpn_cls": 0.03688897239044309, "loss_rpn_loc": 0.07379264978226274, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022792078474958, "mask_rcnn/false_negative": 0.08135587135093006, "mask_rcnn/false_positive": 0.11697207097236398, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 236.125, "rpn/num_pos_anchors": 19.875, "time": 0.9697845499031246, "total_loss": 0.778030524845235}
{"data_time": 0.015289846574887633, "eta_seconds": 237799.12758604623, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.33592414674079274, "fast_rcnn/fg_cls_accuracy": 0.6241591928251121, "iteration": 30119, "loss_box_reg": 0.2540742177516222, "loss_cls": 0.2174517186358571, "loss_mask": 0.26555253006517887, "loss_rpn_cls": 0.04201156919589266, "loss_rpn_loc": 0.09041612641885877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808517215487908, "mask_rcnn/false_negative": 0.09340615522618657, "mask_rcnn/false_positive": 0.1445462535843296, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9854722411837429, "total_loss": 0.8465264657861553}
{"data_time": 0.015964246820658445, "eta_seconds": 237709.27661583293, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38941898584083146, "fast_rcnn/fg_cls_accuracy": 0.5717227624622356, "iteration": 30139, "loss_box_reg": 0.22292775474488735, "loss_cls": 0.20163663011044264, "loss_mask": 0.25042759254574776, "loss_rpn_cls": 0.043478286010213196, "loss_rpn_loc": 0.06967118242755532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851933796362124, "mask_rcnn/false_negative": 0.100223117593213, "mask_rcnn/false_positive": 0.13053207505489167, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9735495417844504, "total_loss": 0.7967804602812976}
{"data_time": 0.025047865929082036, "eta_seconds": 237630.2557810396, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31513747018854343, "fast_rcnn/fg_cls_accuracy": 0.6302331228751821, "iteration": 30159, "loss_box_reg": 0.2125848550349474, "loss_cls": 0.19114469643682241, "loss_mask": 0.25078569166362286, "loss_rpn_cls": 0.04567293566651642, "loss_rpn_loc": 0.07227015122771263, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917861504910976, "mask_rcnn/false_negative": 0.08902092108792267, "mask_rcnn/false_positive": 0.11726456157905613, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9834897089749575, "total_loss": 0.7714840003754944}
{"data_time": 0.023140585981309414, "eta_seconds": 237339.20636592899, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2969451931716083, "fast_rcnn/fg_cls_accuracy": 0.6479050448702401, "iteration": 30179, "loss_box_reg": 0.21463610790669918, "loss_cls": 0.17904028855264187, "loss_mask": 0.2567009460180998, "loss_rpn_cls": 0.04384372313506901, "loss_rpn_loc": 0.0766373680671677, "lr": 0.0001, "mask_rcnn/accuracy": 0.89169956415505, "mask_rcnn/false_negative": 0.09467004345392444, "mask_rcnn/false_positive": 0.1336170030966194, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9579451656900346, "total_loss": 0.7671670103445649}
{"data_time": 0.013558628968894482, "eta_seconds": 237523.44781397842, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2787037037037037, "fast_rcnn/fg_cls_accuracy": 0.6756410256410257, "iteration": 30199, "loss_box_reg": 0.23575134947896004, "loss_cls": 0.20060139521956444, "loss_mask": 0.2551704943180084, "loss_rpn_cls": 0.046449753106571734, "loss_rpn_loc": 0.08514237380586565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903515292943138, "mask_rcnn/false_negative": 0.09484256860446799, "mask_rcnn/false_positive": 0.11884042566013622, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0008957909885794, "total_loss": 0.8293569555971771}
{"data_time": 0.028798132902011275, "eta_seconds": 237457.43912428152, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3485417706162621, "fast_rcnn/fg_cls_accuracy": 0.6200363500640994, "iteration": 30219, "loss_box_reg": 0.23036153800785542, "loss_cls": 0.20884638000279665, "loss_mask": 0.2586089037358761, "loss_rpn_cls": 0.04752550949342549, "loss_rpn_loc": 0.09141720784828067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877286208601087, "mask_rcnn/false_negative": 0.10391806703059225, "mask_rcnn/false_positive": 0.12088267200408091, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9803530788049102, "total_loss": 0.8502864214824513}
{"data_time": 0.020932819927111268, "eta_seconds": 237514.59751110524, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29800724637681164, "fast_rcnn/fg_cls_accuracy": 0.6576801363193768, "iteration": 30239, "loss_box_reg": 0.2506268871948123, "loss_cls": 0.20501294545829296, "loss_mask": 0.2557814475148916, "loss_rpn_cls": 0.04357226239517331, "loss_rpn_loc": 0.07539654080756009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859171168467388, "mask_rcnn/false_negative": 0.08850953356993754, "mask_rcnn/false_positive": 0.13630162895520928, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.991406582063064, "total_loss": 0.8506772585678846}
{"data_time": 0.01819420768879354, "eta_seconds": 237680.47046892345, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.34741855801213073, "fast_rcnn/fg_cls_accuracy": 0.588791333286129, "iteration": 30259, "loss_box_reg": 0.24040252063423395, "loss_cls": 0.20153825357556343, "loss_mask": 0.26480833254754543, "loss_rpn_cls": 0.03887435840442777, "loss_rpn_loc": 0.07849356764927506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810041202748983, "mask_rcnn/false_negative": 0.09823918760504324, "mask_rcnn/false_positive": 0.1246759513367762, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0074499279726297, "total_loss": 0.8327225323300809}
{"data_time": 0.020418991101905704, "eta_seconds": 237474.97211946175, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.37921371297659956, "fast_rcnn/fg_cls_accuracy": 0.6082539682539683, "iteration": 30279, "loss_box_reg": 0.2599583761766553, "loss_cls": 0.21308564394712448, "loss_mask": 0.27035000920295715, "loss_rpn_cls": 0.04763490171171725, "loss_rpn_loc": 0.09531489503569901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8737469040289871, "mask_rcnn/false_negative": 0.10599101585868208, "mask_rcnn/false_positive": 0.13564164112317634, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9809357123449445, "total_loss": 0.8928452336695045}
{"data_time": 0.022086156997829676, "eta_seconds": 237424.39716851804, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.37902837902837905, "fast_rcnn/fg_cls_accuracy": 0.585252477583766, "iteration": 30299, "loss_box_reg": 0.23574532847851515, "loss_cls": 0.20373614504933357, "loss_mask": 0.2540867514908314, "loss_rpn_cls": 0.042968035908415914, "loss_rpn_loc": 0.08011031290516257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823117112583589, "mask_rcnn/false_negative": 0.10550714872371972, "mask_rcnn/false_positive": 0.12655971530342883, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9843150875531137, "total_loss": 0.8354965832550079}
{"data_time": 0.013929604087024927, "eta_seconds": 237404.58703942597, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.34327675276752767, "fast_rcnn/fg_cls_accuracy": 0.6333627292705304, "iteration": 30319, "loss_box_reg": 0.2557971142232418, "loss_cls": 0.22153017669916153, "loss_mask": 0.2625889237970114, "loss_rpn_cls": 0.04177269310457632, "loss_rpn_loc": 0.08479781227651983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866386612322386, "mask_rcnn/false_negative": 0.10200860707298298, "mask_rcnn/false_positive": 0.11992084832048347, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0026300658937544, "total_loss": 0.8940061386092566}
{"data_time": 0.01695715938694775, "eta_seconds": 237065.19029415213, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.36998665888434923, "fast_rcnn/fg_cls_accuracy": 0.5791418016481955, "iteration": 30339, "loss_box_reg": 0.2533912993967533, "loss_cls": 0.21372916735708714, "loss_mask": 0.25589348934590816, "loss_rpn_cls": 0.045643321704119444, "loss_rpn_loc": 0.08915939065627754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867780295974892, "mask_rcnn/false_negative": 0.11223403250149656, "mask_rcnn/false_positive": 0.12448288821467192, "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": 0.9821520943660289, "total_loss": 0.8517132252454758}
{"data_time": 0.016083833063021302, "eta_seconds": 237032.98892489634, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3728583821296899, "fast_rcnn/fg_cls_accuracy": 0.5897732795837265, "iteration": 30359, "loss_box_reg": 0.2486741840839386, "loss_cls": 0.206895275041461, "loss_mask": 0.2641256060451269, "loss_rpn_cls": 0.045695437118411064, "loss_rpn_loc": 0.08610856346786022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832186760343759, "mask_rcnn/false_negative": 0.09093637904180982, "mask_rcnn/false_positive": 0.12690342994345533, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.014429208356887, "total_loss": 0.8361046471400186}
{"data_time": 0.025635035941377282, "eta_seconds": 237299.9129273789, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3705078705078705, "fast_rcnn/fg_cls_accuracy": 0.5936152134856238, "iteration": 30379, "loss_box_reg": 0.2361571528017521, "loss_cls": 0.20217246934771538, "loss_mask": 0.268802547827363, "loss_rpn_cls": 0.04561579041182995, "loss_rpn_loc": 0.07160856109112501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919436109167574, "mask_rcnn/false_negative": 0.09990085415402328, "mask_rcnn/false_positive": 0.12470984640109442, "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": 1.0116756514180452, "total_loss": 0.8668466908857226}
{"data_time": 0.017149683088064194, "eta_seconds": 237356.09594453126, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.31849506425777613, "fast_rcnn/fg_cls_accuracy": 0.6354054779806659, "iteration": 30399, "loss_box_reg": 0.2219576444476843, "loss_cls": 0.19934756588190794, "loss_mask": 0.24470837600529194, "loss_rpn_cls": 0.035655989311635494, "loss_rpn_loc": 0.05957374535501003, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954040232391769, "mask_rcnn/false_negative": 0.09112135523833542, "mask_rcnn/false_positive": 0.129922975883983, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.000260799890384, "total_loss": 0.780160438735038}
{"data_time": 0.01694753742776811, "eta_seconds": 237431.78725765552, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.36767212628770474, "fast_rcnn/fg_cls_accuracy": 0.5980670418399805, "iteration": 30419, "loss_box_reg": 0.25341600738465786, "loss_cls": 0.2282584086060524, "loss_mask": 0.26335238106548786, "loss_rpn_cls": 0.04325108136981726, "loss_rpn_loc": 0.07366926898248494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826448269405416, "mask_rcnn/false_negative": 0.1064862965190306, "mask_rcnn/false_positive": 0.12336064643327666, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9935431161429733, "total_loss": 0.8889641130808741}
{"data_time": 0.016131303273141384, "eta_seconds": 237084.40375090577, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3427384661029521, "fast_rcnn/fg_cls_accuracy": 0.5975460122699386, "iteration": 30439, "loss_box_reg": 0.23234312795102596, "loss_cls": 0.19991572853177786, "loss_mask": 0.24818819761276245, "loss_rpn_cls": 0.043225145898759365, "loss_rpn_loc": 0.07168561988510191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930665873398478, "mask_rcnn/false_negative": 0.09231831237215604, "mask_rcnn/false_positive": 0.11354740636449939, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.965052995365113, "total_loss": 0.8319753053365275}
{"data_time": 0.014360502129420638, "eta_seconds": 236946.48953960277, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.26744417862838915, "fast_rcnn/fg_cls_accuracy": 0.7163958015913323, "iteration": 30459, "loss_box_reg": 0.22369323298335075, "loss_cls": 0.19378021266311407, "loss_mask": 0.2552805319428444, "loss_rpn_cls": 0.04166265670210123, "loss_rpn_loc": 0.0818949465174228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762382074706672, "mask_rcnn/false_negative": 0.08943384840443726, "mask_rcnn/false_positive": 0.14590323923215526, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.997631290461868, "total_loss": 0.8109056265093386}
{"data_time": 0.0157739978749305, "eta_seconds": 237200.88116336614, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35606609956770324, "fast_rcnn/fg_cls_accuracy": 0.617964838308926, "iteration": 30479, "loss_box_reg": 0.23516562767326832, "loss_cls": 0.20180495828390121, "loss_mask": 0.25732616521418095, "loss_rpn_cls": 0.04862487525679171, "loss_rpn_loc": 0.09153004363179207, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007018094302142, "mask_rcnn/false_negative": 0.09832441002416054, "mask_rcnn/false_positive": 0.10968736471208977, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9926042398437858, "total_loss": 0.8247894090600312}
{"data_time": 0.018813768168911338, "eta_seconds": 236865.7502225833, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.36071726438698914, "fast_rcnn/fg_cls_accuracy": 0.5867465867465868, "iteration": 30499, "loss_box_reg": 0.2364454437047243, "loss_cls": 0.19116584490984678, "loss_mask": 0.25077936984598637, "loss_rpn_cls": 0.041186357266269624, "loss_rpn_loc": 0.07315459963865578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859471489072686, "mask_rcnn/false_negative": 0.09565235261952676, "mask_rcnn/false_positive": 0.12882158940772814, "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": 0.9667239026166499, "total_loss": 0.7902875244617462}
{"data_time": 0.026172557147219777, "eta_seconds": 236874.7295432072, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35643939393939394, "fast_rcnn/fg_cls_accuracy": 0.6101597737176057, "iteration": 30519, "loss_box_reg": 0.24712046328932047, "loss_cls": 0.2143851425498724, "loss_mask": 0.2736739460378885, "loss_rpn_cls": 0.04332170565612614, "loss_rpn_loc": 0.07777818420436233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8745149185825523, "mask_rcnn/false_negative": 0.10731479161502039, "mask_rcnn/false_positive": 0.13567863417467146, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0122590898536146, "total_loss": 0.8534269771771505}
{"data_time": 0.018449528608471155, "eta_seconds": 236826.19018079247, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.37834224598930477, "fast_rcnn/fg_cls_accuracy": 0.5866766569034807, "iteration": 30539, "loss_box_reg": 0.24525639414787292, "loss_cls": 0.20506841130554676, "loss_mask": 0.26030973717570305, "loss_rpn_cls": 0.045644068624824286, "loss_rpn_loc": 0.07276659621857107, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798452992036475, "mask_rcnn/false_negative": 0.1022279126660328, "mask_rcnn/false_positive": 0.1334801512713161, "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": 0.9893356824759394, "total_loss": 0.7946434775367379}
{"data_time": 0.017124386969953775, "eta_seconds": 236806.41015989706, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3497141730731323, "fast_rcnn/fg_cls_accuracy": 0.6346850998463902, "iteration": 30559, "loss_box_reg": 0.24743911996483803, "loss_cls": 0.22285070456564426, "loss_mask": 0.2697741612792015, "loss_rpn_cls": 0.046071999706327915, "loss_rpn_loc": 0.08571769949048758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945043352725367, "mask_rcnn/false_negative": 0.097608088919513, "mask_rcnn/false_positive": 0.10008233672355771, "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": 0.968353034928441, "total_loss": 0.8802473093383014}
{"data_time": 0.014450853457674384, "eta_seconds": 236786.63013900165, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.39095041877547365, "fast_rcnn/fg_cls_accuracy": 0.5663935375155966, "iteration": 30579, "loss_box_reg": 0.23286784067749977, "loss_cls": 0.2068484164774418, "loss_mask": 0.2626939471811056, "loss_rpn_cls": 0.040638385340571404, "loss_rpn_loc": 0.06747841322794557, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904753012991455, "mask_rcnn/false_negative": 0.08624104180996553, "mask_rcnn/false_positive": 0.14602643088263415, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9970261864364147, "total_loss": 0.8511101106414571}
{"data_time": 0.02009564731270075, "eta_seconds": 236491.1193054635, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.37639521828148736, "fast_rcnn/fg_cls_accuracy": 0.5732862977183243, "iteration": 30599, "loss_box_reg": 0.23620183020830154, "loss_cls": 0.195209008641541, "loss_mask": 0.26684965938329697, "loss_rpn_cls": 0.049475206062197685, "loss_rpn_loc": 0.09074066858738661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8722115929705215, "mask_rcnn/false_negative": 0.11985299851617648, "mask_rcnn/false_positive": 0.15401555187995447, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9803205388598144, "total_loss": 0.8524748678319156}
{"data_time": 0.016969448421150446, "eta_seconds": 236361.60672935192, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3560391401261853, "fast_rcnn/fg_cls_accuracy": 0.5983558124598587, "iteration": 30619, "loss_box_reg": 0.23268944583833218, "loss_cls": 0.19841644912958145, "loss_mask": 0.2631731182336807, "loss_rpn_cls": 0.041585601633414626, "loss_rpn_loc": 0.06593845970928669, "lr": 0.0001, "mask_rcnn/accuracy": 0.87142414925621, "mask_rcnn/false_negative": 0.10052714040977116, "mask_rcnn/false_positive": 0.1347152195023372, "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": 0.9642519415356219, "total_loss": 0.7881312055978924}
{"data_time": 0.024642926175147295, "eta_seconds": 236457.76598900557, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3434112160765366, "fast_rcnn/fg_cls_accuracy": 0.6018073896225157, "iteration": 30639, "loss_box_reg": 0.23184056766331196, "loss_cls": 0.21393401734530926, "loss_mask": 0.27030639722943306, "loss_rpn_cls": 0.04077135073021054, "loss_rpn_loc": 0.0824330747127533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835577737084186, "mask_rcnn/false_negative": 0.11562207058944339, "mask_rcnn/false_positive": 0.13240162103981662, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0090784174390137, "total_loss": 0.8509787360671908}
{"data_time": 0.017434737645089626, "eta_seconds": 236732.68680901732, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3549468331021729, "fast_rcnn/fg_cls_accuracy": 0.6048776357015835, "iteration": 30659, "loss_box_reg": 0.24531561136245728, "loss_cls": 0.20188059750944376, "loss_mask": 0.26571111008524895, "loss_rpn_cls": 0.04182383802253753, "loss_rpn_loc": 0.0653976434841752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878329126717539, "mask_rcnn/false_negative": 0.07791312754028701, "mask_rcnn/false_positive": 0.1368793029390197, "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": 1.0084599743131548, "total_loss": 0.8162143838126212}
{"data_time": 0.019740037620067596, "eta_seconds": 236712.90468427353, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3838481933653965, "fast_rcnn/fg_cls_accuracy": 0.5842474769635806, "iteration": 30679, "loss_box_reg": 0.2435447722673416, "loss_cls": 0.20681020431220531, "loss_mask": 0.2702923845499754, "loss_rpn_cls": 0.04404611513018608, "loss_rpn_loc": 0.0791293962392956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858633446903348, "mask_rcnn/false_negative": 0.1027945196932468, "mask_rcnn/false_positive": 0.1233320741114359, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9869598944205791, "total_loss": 0.8320157742127776}
{"data_time": 0.016005180310457945, "eta_seconds": 236996.81111380924, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.333791542006954, "fast_rcnn/fg_cls_accuracy": 0.6053670813553773, "iteration": 30699, "loss_box_reg": 0.24113053549081087, "loss_cls": 0.21116633154451847, "loss_mask": 0.2578770127147436, "loss_rpn_cls": 0.04362837807275355, "loss_rpn_loc": 0.07592508650850505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886541454238445, "mask_rcnn/false_negative": 0.09586366994814921, "mask_rcnn/false_positive": 0.1280207916653603, "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": 0.9840227297972888, "total_loss": 0.8451656863326207}
{"data_time": 0.026556319324299693, "eta_seconds": 236673.34043478593, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.27989036602209943, "fast_rcnn/fg_cls_accuracy": 0.6979789883491254, "iteration": 30719, "loss_box_reg": 0.2360147014260292, "loss_cls": 0.1903898138552904, "loss_mask": 0.2528761066496372, "loss_rpn_cls": 0.04497141041792929, "loss_rpn_loc": 0.0840809135697782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832688799228047, "mask_rcnn/false_negative": 0.08721844517392743, "mask_rcnn/false_positive": 0.13203069167139925, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9818902451079339, "total_loss": 0.838137703598477}
{"data_time": 0.015851275995373726, "eta_seconds": 236628.38997183833, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.404696445565643, "fast_rcnn/fg_cls_accuracy": 0.5547756019506248, "iteration": 30739, "loss_box_reg": 0.23599094711244106, "loss_cls": 0.22028831578791142, "loss_mask": 0.2579950150102377, "loss_rpn_cls": 0.0436897655017674, "loss_rpn_loc": 0.09273631195537746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829489790613596, "mask_rcnn/false_negative": 0.09239189402824238, "mask_rcnn/false_positive": 0.13112139954368085, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0063483794219792, "total_loss": 0.890092040412128}
{"data_time": 0.017002119915559888, "eta_seconds": 236830.48019836657, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3629595067488752, "fast_rcnn/fg_cls_accuracy": 0.6062727891974196, "iteration": 30759, "loss_box_reg": 0.2713477872312069, "loss_cls": 0.22571302205324173, "loss_mask": 0.26114210672676563, "loss_rpn_cls": 0.04311807604972273, "loss_rpn_loc": 0.10632560029625893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846548423502919, "mask_rcnn/false_negative": 0.09378611781024687, "mask_rcnn/false_positive": 0.12874224619962743, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0200445631053299, "total_loss": 0.9093587836250663}
{"data_time": 0.014908614801242948, "eta_seconds": 236524.7182033863, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.32964939024390244, "fast_rcnn/fg_cls_accuracy": 0.6096886068476978, "iteration": 30779, "loss_box_reg": 0.25554448179900646, "loss_cls": 0.21676139906048775, "loss_mask": 0.25550231523811817, "loss_rpn_cls": 0.03839168103877455, "loss_rpn_loc": 0.08596066292375326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991411236309196, "mask_rcnn/false_negative": 0.0840429902645314, "mask_rcnn/false_positive": 0.12043073577228454, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9819586775265634, "total_loss": 0.8664230256108567}
{"data_time": 0.014950448414310813, "eta_seconds": 236569.0499091521, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35189935064935063, "fast_rcnn/fg_cls_accuracy": 0.6049361207897793, "iteration": 30799, "loss_box_reg": 0.24164566956460476, "loss_cls": 0.19620794989168644, "loss_mask": 0.26594746299088, "loss_rpn_cls": 0.040917569072917104, "loss_rpn_loc": 0.07290631625801325, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905281939586451, "mask_rcnn/false_negative": 0.09675183405044241, "mask_rcnn/false_positive": 0.12237923192540281, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9957023051101714, "total_loss": 0.8389734546653926}
{"data_time": 0.01482703979127109, "eta_seconds": 236837.56306041963, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3565784148757162, "fast_rcnn/fg_cls_accuracy": 0.6145678840013261, "iteration": 30819, "loss_box_reg": 0.25061781145632267, "loss_cls": 0.2175645548850298, "loss_mask": 0.2694322448223829, "loss_rpn_cls": 0.04034311487339437, "loss_rpn_loc": 0.07250215951353312, "lr": 0.0001, "mask_rcnn/accuracy": 0.887126337847169, "mask_rcnn/false_negative": 0.09296125458766219, "mask_rcnn/false_positive": 0.13288174092817934, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9988143905065954, "total_loss": 0.8785692498786375}
{"data_time": 0.014093807665631175, "eta_seconds": 236817.75893272832, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.36357282892826026, "fast_rcnn/fg_cls_accuracy": 0.6108060436634718, "iteration": 30839, "loss_box_reg": 0.2389989271759987, "loss_cls": 0.2195454677566886, "loss_mask": 0.2697723042219877, "loss_rpn_cls": 0.05027571739628911, "loss_rpn_loc": 0.08994471421465278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842830665045429, "mask_rcnn/false_negative": 0.10951519373046288, "mask_rcnn/false_positive": 0.12219076990664493, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0013279325794429, "total_loss": 0.8476636544801295}
{"data_time": 0.016580279916524887, "eta_seconds": 236941.42764818855, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3138314536340852, "fast_rcnn/fg_cls_accuracy": 0.6022476727094561, "iteration": 30859, "loss_box_reg": 0.26110345125198364, "loss_cls": 0.2285015657544136, "loss_mask": 0.2563246451318264, "loss_rpn_cls": 0.043689548037946224, "loss_rpn_loc": 0.08927819749806076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855406274058332, "mask_rcnn/false_negative": 0.09643658655723286, "mask_rcnn/false_positive": 0.1237985646973457, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9977071890607476, "total_loss": 0.8889410744304769}
{"data_time": 0.015433282358571887, "eta_seconds": 236818.54355843738, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3690523320549301, "fast_rcnn/fg_cls_accuracy": 0.6066607195955991, "iteration": 30879, "loss_box_reg": 0.25891055539250374, "loss_cls": 0.21612203121185303, "loss_mask": 0.26659558713436127, "loss_rpn_cls": 0.043205575784668326, "loss_rpn_loc": 0.08125870395451784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808041879480042, "mask_rcnn/false_negative": 0.10895397992906736, "mask_rcnn/false_positive": 0.14207848692574465, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.997391713084653, "total_loss": 0.8424810986034572}
{"data_time": 0.014614841435104609, "eta_seconds": 236798.73605228495, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.35435132957292503, "fast_rcnn/fg_cls_accuracy": 0.591314886185716, "iteration": 30899, "loss_box_reg": 0.23634124547243118, "loss_cls": 0.21299817878752947, "loss_mask": 0.25110371224582195, "loss_rpn_cls": 0.04592983622569591, "loss_rpn_loc": 0.07791618024930358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902131365728222, "mask_rcnn/false_negative": 0.08649365697449168, "mask_rcnn/false_positive": 0.13785313076200656, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9892158615402877, "total_loss": 0.8563560182228684}
{"data_time": 0.014988825656473637, "eta_seconds": 236598.20996577851, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3170090721451543, "fast_rcnn/fg_cls_accuracy": 0.6520424326789229, "iteration": 30919, "loss_box_reg": 0.24744451604783535, "loss_cls": 0.20465715043246746, "loss_mask": 0.25954326428472996, "loss_rpn_cls": 0.04000653314869851, "loss_rpn_loc": 0.09605331951752305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941833727959232, "mask_rcnn/false_negative": 0.09813583002287525, "mask_rcnn/false_positive": 0.11273383212162606, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9824478996451944, "total_loss": 0.8445816689636558}
{"data_time": 0.01854480803012848, "eta_seconds": 236900.6210913323, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32715915915915916, "fast_rcnn/fg_cls_accuracy": 0.6161778518606713, "iteration": 30939, "loss_box_reg": 0.24487345479428768, "loss_cls": 0.20301362639293075, "loss_mask": 0.25921484641730785, "loss_rpn_cls": 0.04106588545255363, "loss_rpn_loc": 0.08274942659772933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814902493172958, "mask_rcnn/false_negative": 0.09312125566473718, "mask_rcnn/false_positive": 0.13715532609351255, "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": 1.0080814680550247, "total_loss": 0.8446915878448635}
{"data_time": 0.022998155560344458, "eta_seconds": 236880.80174714327, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3569561395391876, "fast_rcnn/fg_cls_accuracy": 0.611683483802443, "iteration": 30959, "loss_box_reg": 0.2553365081548691, "loss_cls": 0.210363844409585, "loss_mask": 0.26154465787112713, "loss_rpn_cls": 0.036957720993086696, "loss_rpn_loc": 0.08419599640183151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8723529708984273, "mask_rcnn/false_negative": 0.11590395275727206, "mask_rcnn/false_positive": 0.13630765186777816, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9750039451755583, "total_loss": 0.8428824152797461}
{"data_time": 0.020560037810355425, "eta_seconds": 236752.26225683466, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3567461584868164, "fast_rcnn/fg_cls_accuracy": 0.6294746863799283, "iteration": 30979, "loss_box_reg": 0.2311205044388771, "loss_cls": 0.19910386204719543, "loss_mask": 0.26697415113449097, "loss_rpn_cls": 0.0439800521126017, "loss_rpn_loc": 0.0951243961462751, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837535090229056, "mask_rcnn/false_negative": 0.10833209910427187, "mask_rcnn/false_positive": 0.13328911385357342, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0005770090501755, "total_loss": 0.8092591681051999}
{"data_time": 0.02147199446335435, "eta_seconds": 236519.04041250236, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.31239259542868336, "fast_rcnn/fg_cls_accuracy": 0.6686107079575101, "iteration": 30999, "loss_box_reg": 0.24330597929656506, "loss_cls": 0.21350885182619095, "loss_mask": 0.25783575139939785, "loss_rpn_cls": 0.0384745285846293, "loss_rpn_loc": 0.07417259365320206, "lr": 0.0001, "mask_rcnn/accuracy": 0.8753145777803082, "mask_rcnn/false_negative": 0.10352268412064695, "mask_rcnn/false_positive": 0.13029665511133945, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9846128090284765, "total_loss": 0.8675985250156373}
{"data_time": 0.023308973060920835, "eta_seconds": 236780.23950928822, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2962830349531117, "fast_rcnn/fg_cls_accuracy": 0.6526359832635984, "iteration": 31019, "loss_box_reg": 0.2280303630977869, "loss_cls": 0.19577008299529552, "loss_mask": 0.24858614429831505, "loss_rpn_cls": 0.044375601690262556, "loss_rpn_loc": 0.07771771098487079, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057504514269216, "mask_rcnn/false_negative": 0.08654927066831461, "mask_rcnn/false_positive": 0.11061700488247367, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0086800609715283, "total_loss": 0.8366524043667596}
{"data_time": 0.0177647415548563, "eta_seconds": 236963.75769171864, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.34312978391925764, "fast_rcnn/fg_cls_accuracy": 0.64151933888776, "iteration": 31039, "loss_box_reg": 0.22541248984634876, "loss_cls": 0.18311360850930214, "loss_mask": 0.24739152006804943, "loss_rpn_cls": 0.040832761442288756, "loss_rpn_loc": 0.08644379943143576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913797749159349, "mask_rcnn/false_negative": 0.07935418173317169, "mask_rcnn/false_positive": 0.12369650219405058, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0167570745106786, "total_loss": 0.7699041723972186}
{"data_time": 0.013919437304139137, "eta_seconds": 237059.74735169206, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3613147605083089, "fast_rcnn/fg_cls_accuracy": 0.5968963831867058, "iteration": 31059, "loss_box_reg": 0.2363467887043953, "loss_cls": 0.2025365438312292, "loss_mask": 0.263509314507246, "loss_rpn_cls": 0.04237959091551602, "loss_rpn_loc": 0.09282592451199889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932074269161209, "mask_rcnn/false_negative": 0.09595433464293858, "mask_rcnn/false_positive": 0.1267274541065082, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9952669963240623, "total_loss": 0.8798913813661784}
{"data_time": 0.016695821657776833, "eta_seconds": 236697.1316942945, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3768624852767962, "fast_rcnn/fg_cls_accuracy": 0.6132312429103873, "iteration": 31079, "loss_box_reg": 0.23751887120306492, "loss_cls": 0.19318003300577402, "loss_mask": 0.25944856740534306, "loss_rpn_cls": 0.04289427166804671, "loss_rpn_loc": 0.08711393969133496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845442038604059, "mask_rcnn/false_negative": 0.09650718093752433, "mask_rcnn/false_positive": 0.12268674567594681, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9542661590967327, "total_loss": 0.8022653562948108}
{"data_time": 0.018499495228752494, "eta_seconds": 236755.52432530094, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3660558591025343, "fast_rcnn/fg_cls_accuracy": 0.6282913857242501, "iteration": 31099, "loss_box_reg": 0.2423370936885476, "loss_cls": 0.2163491416722536, "loss_mask": 0.2662193328142166, "loss_rpn_cls": 0.05120545765385032, "loss_rpn_loc": 0.08237743726931512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815394588534595, "mask_rcnn/false_negative": 0.10289137509125279, "mask_rcnn/false_positive": 0.12652014731274708, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9996048605535179, "total_loss": 0.8803299271967262}
{"data_time": 0.019224050687626004, "eta_seconds": 236936.5469000861, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.4049881703470032, "fast_rcnn/fg_cls_accuracy": 0.5739108579088472, "iteration": 31119, "loss_box_reg": 0.23708585370332003, "loss_cls": 0.19943060167133808, "loss_mask": 0.2545158416032791, "loss_rpn_cls": 0.04071760457009077, "loss_rpn_loc": 0.06278068688698113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871806721787407, "mask_rcnn/false_negative": 0.1003245846480958, "mask_rcnn/false_positive": 0.12370719956154291, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0098319335374981, "total_loss": 0.8087479623500258}
{"data_time": 0.01661397749558091, "eta_seconds": 237047.0148813352, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3574828559903187, "fast_rcnn/fg_cls_accuracy": 0.6141918189796619, "iteration": 31139, "loss_box_reg": 0.2249713335186243, "loss_cls": 0.19757748488336802, "loss_mask": 0.25302827544510365, "loss_rpn_cls": 0.04367456049658358, "loss_rpn_loc": 0.08325813012197614, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055848460750822, "mask_rcnn/false_negative": 0.08294244667680561, "mask_rcnn/false_positive": 0.10784273435473575, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9965988933108747, "total_loss": 0.8282082488294691}
{"data_time": 0.018306260462850332, "eta_seconds": 237256.6134280339, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3344034268207349, "fast_rcnn/fg_cls_accuracy": 0.6285876347135564, "iteration": 31159, "loss_box_reg": 0.2546315137296915, "loss_cls": 0.19814992789179087, "loss_mask": 0.2750418819487095, "loss_rpn_cls": 0.04567618481814861, "loss_rpn_loc": 0.09758511371910572, "lr": 0.0001, "mask_rcnn/accuracy": 0.890801258519937, "mask_rcnn/false_negative": 0.09961453053476034, "mask_rcnn/false_positive": 0.1270266338135016, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0086830796208233, "total_loss": 0.8645196692086756}
{"data_time": 0.01603822293691337, "eta_seconds": 237255.96252763644, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.34433712681715045, "fast_rcnn/fg_cls_accuracy": 0.625136165577342, "iteration": 31179, "loss_box_reg": 0.2642238298431039, "loss_cls": 0.22049440070986748, "loss_mask": 0.27023664861917496, "loss_rpn_cls": 0.04210555413737893, "loss_rpn_loc": 0.08533939043991268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898707237506069, "mask_rcnn/false_negative": 0.09552051192084651, "mask_rcnn/false_positive": 0.13183874010680413, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9892777320928872, "total_loss": 0.874266441212967}
{"data_time": 0.019297177204862237, "eta_seconds": 237225.35087345168, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38825540060158603, "fast_rcnn/fg_cls_accuracy": 0.5631242740998839, "iteration": 31199, "loss_box_reg": 0.2732258327305317, "loss_cls": 0.23037277720868587, "loss_mask": 0.27622075006365776, "loss_rpn_cls": 0.046404375112615526, "loss_rpn_loc": 0.07693655206821859, "lr": 0.0001, "mask_rcnn/accuracy": 0.88680666909621, "mask_rcnn/false_negative": 0.10157845885401715, "mask_rcnn/false_positive": 0.13418147284625656, "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": 0.9858126807957888, "total_loss": 0.9202183149755001}
{"data_time": 0.02842534356750548, "eta_seconds": 237266.39257632196, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.4005049005049005, "fast_rcnn/fg_cls_accuracy": 0.5561005846521166, "iteration": 31219, "loss_box_reg": 0.2679939903318882, "loss_cls": 0.2192986775189638, "loss_mask": 0.27893402613699436, "loss_rpn_cls": 0.04045052023138851, "loss_rpn_loc": 0.07779848854988813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8656560910811877, "mask_rcnn/false_negative": 0.11664872673085695, "mask_rcnn/false_positive": 0.14600062740401065, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0181540898047388, "total_loss": 0.9099840976414271}
{"data_time": 0.01356579503044486, "eta_seconds": 237360.29605969787, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.37088685235964786, "fast_rcnn/fg_cls_accuracy": 0.593070523728493, "iteration": 31239, "loss_box_reg": 0.23768271505832672, "loss_cls": 0.2006535939872265, "loss_mask": 0.26658173464238644, "loss_rpn_cls": 0.042028219322673976, "loss_rpn_loc": 0.08570028701797128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767425760112962, "mask_rcnn/false_negative": 0.09618218002141227, "mask_rcnn/false_positive": 0.15599454076245417, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0025426840875298, "total_loss": 0.8287986030336469}
{"data_time": 0.01791902049444616, "eta_seconds": 237251.5324801812, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.40247027963613613, "fast_rcnn/fg_cls_accuracy": 0.5828815916444343, "iteration": 31259, "loss_box_reg": 0.22673930414021015, "loss_cls": 0.19428834784775972, "loss_mask": 0.262872776016593, "loss_rpn_cls": 0.041394908796064556, "loss_rpn_loc": 0.06453949958086014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936760333721292, "mask_rcnn/false_negative": 0.09040976562913294, "mask_rcnn/false_positive": 0.12081613261814729, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9903127760626376, "total_loss": 0.7840163096552715}
{"data_time": 0.01761279650963843, "eta_seconds": 237231.6571737826, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3357886517438834, "fast_rcnn/fg_cls_accuracy": 0.639344262295082, "iteration": 31279, "loss_box_reg": 0.24250723235309124, "loss_cls": 0.20826146844774485, "loss_mask": 0.26074402034282684, "loss_rpn_cls": 0.04721034108661115, "loss_rpn_loc": 0.08117296907585114, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004263606127383, "mask_rcnn/false_negative": 0.08801088051196224, "mask_rcnn/false_positive": 0.11761762303172882, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.979778939858079, "total_loss": 0.8703396439086646}
{"data_time": 0.018104585353285074, "eta_seconds": 237211.78186738398, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.31963993453355155, "fast_rcnn/fg_cls_accuracy": 0.6656146621544545, "iteration": 31299, "loss_box_reg": 0.24218972399830818, "loss_cls": 0.2055642595514655, "loss_mask": 0.25484754145145416, "loss_rpn_cls": 0.046365430345758796, "loss_rpn_loc": 0.08547593571711332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931594185139283, "mask_rcnn/false_negative": 0.09218659357692555, "mask_rcnn/false_positive": 0.12549631549217205, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.97118259081617, "total_loss": 0.8166393485153094}
{"data_time": 0.01761013618670404, "eta_seconds": 237191.90656098537, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3614630467571644, "fast_rcnn/fg_cls_accuracy": 0.6298125338910837, "iteration": 31319, "loss_box_reg": 0.2641694154590368, "loss_cls": 0.2104378705844283, "loss_mask": 0.2713713441044092, "loss_rpn_cls": 0.04369578044861555, "loss_rpn_loc": 0.08753897086717188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836758103539035, "mask_rcnn/false_negative": 0.09740488437973793, "mask_rcnn/false_positive": 0.12361714143862677, "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": 1.013641014462337, "total_loss": 0.9024044864345342}
{"data_time": 0.016152357449755073, "eta_seconds": 237260.88229857385, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3890175536250323, "fast_rcnn/fg_cls_accuracy": 0.5316437294049234, "iteration": 31339, "loss_box_reg": 0.23666768707334995, "loss_cls": 0.2031612703576684, "loss_mask": 0.2660372108221054, "loss_rpn_cls": 0.04293635534122586, "loss_rpn_loc": 0.08888607076369226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880954980125899, "mask_rcnn/false_negative": 0.10515214313735272, "mask_rcnn/false_positive": 0.11447196891001435, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0025463735219091, "total_loss": 0.8468847481999546}
{"data_time": 0.018789105117321014, "eta_seconds": 237130.57250438258, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3648358547501873, "fast_rcnn/fg_cls_accuracy": 0.575449385052034, "iteration": 31359, "loss_box_reg": 0.24388095550239086, "loss_cls": 0.21838025376200676, "loss_mask": 0.2604205198585987, "loss_rpn_cls": 0.04712359327822924, "loss_rpn_loc": 0.09203167050145566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881109185845211, "mask_rcnn/false_negative": 0.11213541615296292, "mask_rcnn/false_positive": 0.11856010904961276, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.990428787888959, "total_loss": 0.8649912492837757}
{"data_time": 0.021280322456732392, "eta_seconds": 237177.94563501142, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3359208288232565, "fast_rcnn/fg_cls_accuracy": 0.6016441470986925, "iteration": 31379, "loss_box_reg": 0.23547856323421001, "loss_cls": 0.1950005916878581, "loss_mask": 0.26223744451999664, "loss_rpn_cls": 0.04386902303667739, "loss_rpn_loc": 0.07085079397074878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851957449646526, "mask_rcnn/false_negative": 0.1018590082001063, "mask_rcnn/false_positive": 0.12816169985728088, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0351978112012148, "total_loss": 0.819068577606231}
{"data_time": 0.016395957907661796, "eta_seconds": 237026.6696750652, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.36476075777561123, "fast_rcnn/fg_cls_accuracy": 0.6013909864950642, "iteration": 31399, "loss_box_reg": 0.22902849316596985, "loss_cls": 0.19736980739980936, "loss_mask": 0.27228694409132004, "loss_rpn_cls": 0.03953818837180734, "loss_rpn_loc": 0.07768414868041873, "lr": 0.0001, "mask_rcnn/accuracy": 0.890283491866595, "mask_rcnn/false_negative": 0.09985863426969185, "mask_rcnn/false_positive": 0.12268272765299551, "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": 0.9764854302629828, "total_loss": 0.8040551061276346}
{"data_time": 0.025626081507652998, "eta_seconds": 237010.10159447324, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.38497930218805443, "fast_rcnn/fg_cls_accuracy": 0.5977135461604832, "iteration": 31419, "loss_box_reg": 0.2417977023869753, "loss_cls": 0.2083084136247635, "loss_mask": 0.2607359755784273, "loss_rpn_cls": 0.03888387279585004, "loss_rpn_loc": 0.07436849595978856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772830457722111, "mask_rcnn/false_negative": 0.11055482865114077, "mask_rcnn/false_positive": 0.13517066054533122, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0005503830034286, "total_loss": 0.8679800854297355}
{"data_time": 0.025625624461099505, "eta_seconds": 236997.66527339816, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3494496855345912, "fast_rcnn/fg_cls_accuracy": 0.6266229328959956, "iteration": 31439, "loss_box_reg": 0.24413668643683195, "loss_cls": 0.20775782596319914, "loss_mask": 0.26472134701907635, "loss_rpn_cls": 0.04150094382930547, "loss_rpn_loc": 0.06343752122484148, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924569155920317, "mask_rcnn/false_negative": 0.08732618634054475, "mask_rcnn/false_positive": 0.12145930001879757, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9789677201770246, "total_loss": 0.844451837008819}
{"data_time": 0.022530913585796952, "eta_seconds": 236937.45413961355, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.35778289810547875, "fast_rcnn/fg_cls_accuracy": 0.6099507218812138, "iteration": 31459, "loss_box_reg": 0.21551205217838287, "loss_cls": 0.19534962344914675, "loss_mask": 0.2597338743507862, "loss_rpn_cls": 0.03971683944109827, "loss_rpn_loc": 0.0771635927958414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876336610349722, "mask_rcnn/false_negative": 0.08294305691482964, "mask_rcnn/false_positive": 0.1353102511594036, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9679778967984021, "total_loss": 0.820514552295208}
{"data_time": 0.018045565113425255, "eta_seconds": 236957.92723428458, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3720883534136546, "fast_rcnn/fg_cls_accuracy": 0.574629225563672, "iteration": 31479, "loss_box_reg": 0.2546013714745641, "loss_cls": 0.2281952127814293, "loss_mask": 0.26047048904001713, "loss_rpn_cls": 0.04662870103493333, "loss_rpn_loc": 0.08519731555134058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883736611941844, "mask_rcnn/false_negative": 0.10043610928371666, "mask_rcnn/false_positive": 0.1169555068146522, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.004780787974596, "total_loss": 0.8688195265131071}
{"data_time": 0.01641492871567607, "eta_seconds": 237101.82028077543, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.33513740068518116, "fast_rcnn/fg_cls_accuracy": 0.6150965921423921, "iteration": 31499, "loss_box_reg": 0.2216616477817297, "loss_cls": 0.19127313420176506, "loss_mask": 0.25183274410665035, "loss_rpn_cls": 0.03635676088742912, "loss_rpn_loc": 0.07247983780689538, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032611788293607, "mask_rcnn/false_negative": 0.08792331533561684, "mask_rcnn/false_positive": 0.11373619021576911, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0112126122694463, "total_loss": 0.7870044505689293}
{"data_time": 0.02280096895992756, "eta_seconds": 236971.5845241584, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.34321580636365545, "fast_rcnn/fg_cls_accuracy": 0.6062935629356294, "iteration": 31519, "loss_box_reg": 0.23707595095038414, "loss_cls": 0.20369758643209934, "loss_mask": 0.2619844600558281, "loss_rpn_cls": 0.03847071051131934, "loss_rpn_loc": 0.07606961647979915, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949764429581357, "mask_rcnn/false_negative": 0.09504889027986668, "mask_rcnn/false_positive": 0.1375856052250959, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.985663688974455, "total_loss": 0.8147347229532897}
{"data_time": 0.02740611508488655, "eta_seconds": 237062.05477632582, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3638833992094862, "fast_rcnn/fg_cls_accuracy": 0.6116244949799087, "iteration": 31539, "loss_box_reg": 0.2377110794186592, "loss_cls": 0.19785870937630534, "loss_mask": 0.25040988996624947, "loss_rpn_cls": 0.0391132696531713, "loss_rpn_loc": 0.07694889511913061, "lr": 0.0001, "mask_rcnn/accuracy": 0.89494780743325, "mask_rcnn/false_negative": 0.08445102006403517, "mask_rcnn/false_positive": 0.1378092433579755, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0247577647678554, "total_loss": 0.8112830395111814}
{"data_time": 0.016653718193992972, "eta_seconds": 237294.45218103938, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.33003826530612246, "fast_rcnn/fg_cls_accuracy": 0.6207812500000001, "iteration": 31559, "loss_box_reg": 0.26759030297398567, "loss_cls": 0.2115648975595832, "loss_mask": 0.2619025409221649, "loss_rpn_cls": 0.037696703569963574, "loss_rpn_loc": 0.07543586753308773, "lr": 0.0001, "mask_rcnn/accuracy": 0.88132765796674, "mask_rcnn/false_negative": 0.09999692028907717, "mask_rcnn/false_positive": 0.13444016339322135, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0149573176167905, "total_loss": 0.8546441304497421}
{"data_time": 0.015222388785332441, "eta_seconds": 237284.06077099964, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.37666297117516634, "fast_rcnn/fg_cls_accuracy": 0.6174008008736804, "iteration": 31579, "loss_box_reg": 0.23553302325308323, "loss_cls": 0.19368401169776917, "loss_mask": 0.24758351780474186, "loss_rpn_cls": 0.038751287618651986, "loss_rpn_loc": 0.07088486000429839, "lr": 0.0001, "mask_rcnn/accuracy": 0.89252441040009, "mask_rcnn/false_negative": 0.10347797195156186, "mask_rcnn/false_positive": 0.1228417500438786, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 1.0132207435090095, "total_loss": 0.7921925059054047}
{"data_time": 0.01490815612487495, "eta_seconds": 237449.15081746876, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3608574831282255, "fast_rcnn/fg_cls_accuracy": 0.6134823043613309, "iteration": 31599, "loss_box_reg": 0.24062037281692028, "loss_cls": 0.19328722171485424, "loss_mask": 0.26328001730144024, "loss_rpn_cls": 0.042951653245836496, "loss_rpn_loc": 0.07792122010141611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900704284503203, "mask_rcnn/false_negative": 0.09628277092475433, "mask_rcnn/false_positive": 0.128798770139246, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9903884548693895, "total_loss": 0.8246758906170726}
{"data_time": 0.014955343445762992, "eta_seconds": 237533.6346619483, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36625393081761004, "fast_rcnn/fg_cls_accuracy": 0.6101112048065774, "iteration": 31619, "loss_box_reg": 0.23995587602257729, "loss_cls": 0.2176677379757166, "loss_mask": 0.2562559153884649, "loss_rpn_cls": 0.049381932243704796, "loss_rpn_loc": 0.07739414251409471, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775849579341681, "mask_rcnn/false_negative": 0.09983026425010594, "mask_rcnn/false_positive": 0.14151842559364708, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0032920739613473, "total_loss": 0.8621519892476499}
{"data_time": 0.021837118780240417, "eta_seconds": 237409.3103559222, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.397125, "fast_rcnn/fg_cls_accuracy": 0.5797714032421479, "iteration": 31639, "loss_box_reg": 0.254452146589756, "loss_cls": 0.2234267396852374, "loss_mask": 0.2705095447599888, "loss_rpn_cls": 0.04241458815522492, "loss_rpn_loc": 0.09461812674999237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798902902282408, "mask_rcnn/false_negative": 0.1023766546785778, "mask_rcnn/false_positive": 0.1446673877929473, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.978819074574858, "total_loss": 0.8936536914552562}
{"data_time": 0.017168164951726794, "eta_seconds": 237194.9326154543, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34017798440875363, "fast_rcnn/fg_cls_accuracy": 0.6205, "iteration": 31659, "loss_box_reg": 0.2445136122405529, "loss_cls": 0.20213260035961866, "loss_mask": 0.26535226963460445, "loss_rpn_cls": 0.040660448372364044, "loss_rpn_loc": 0.07780539360828698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913742903176308, "mask_rcnn/false_negative": 0.08780030258406891, "mask_rcnn/false_positive": 0.11490721368813606, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9698054087348282, "total_loss": 0.8466404539067298}
{"data_time": 0.014673092169687152, "eta_seconds": 237217.89150495082, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.37268125238375927, "fast_rcnn/fg_cls_accuracy": 0.6117938173906807, "iteration": 31679, "loss_box_reg": 0.24028520844876766, "loss_cls": 0.20671812444925308, "loss_mask": 0.2663639336824417, "loss_rpn_cls": 0.03816208941861987, "loss_rpn_loc": 0.07238401868380606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810863808856697, "mask_rcnn/false_negative": 0.10746940272781814, "mask_rcnn/false_positive": 0.12583288878070806, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0235133660025895, "total_loss": 0.844064116710797}
{"data_time": 0.021425017155706882, "eta_seconds": 237352.14363017585, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.33704557091653864, "fast_rcnn/fg_cls_accuracy": 0.6109565200291047, "iteration": 31699, "loss_box_reg": 0.22961556538939476, "loss_cls": 0.21103129908442497, "loss_mask": 0.24698678962886333, "loss_rpn_cls": 0.04216800630092621, "loss_rpn_loc": 0.06653606949839741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798331158474135, "mask_rcnn/false_negative": 0.0984761346610176, "mask_rcnn/false_positive": 0.12760780555758025, "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": 0.9983246410265565, "total_loss": 0.798859613481909}
{"data_time": 0.013300882885232568, "eta_seconds": 237178.07648455724, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3032661242777974, "fast_rcnn/fg_cls_accuracy": 0.6443857698721512, "iteration": 31719, "loss_box_reg": 0.21494400780647993, "loss_cls": 0.2006815578788519, "loss_mask": 0.2690284885466099, "loss_rpn_cls": 0.04938350978773087, "loss_rpn_loc": 0.09635657316539437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903257306124575, "mask_rcnn/false_negative": 0.08935513408105478, "mask_rcnn/false_positive": 0.12444101079442621, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9610805108677596, "total_loss": 0.8349676694488153}
{"data_time": 0.018315532943233848, "eta_seconds": 237121.57256991137, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3302678499611229, "fast_rcnn/fg_cls_accuracy": 0.6340146689264217, "iteration": 31739, "loss_box_reg": 0.21735754050314426, "loss_cls": 0.1829152200371027, "loss_mask": 0.2511114701628685, "loss_rpn_cls": 0.04141697031445801, "loss_rpn_loc": 0.06970672821626067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944214779989816, "mask_rcnn/false_negative": 0.08976907301666494, "mask_rcnn/false_positive": 0.11176900760947411, "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": 0.9870499614626169, "total_loss": 0.7718771738000214}
{"data_time": 0.019611787982285023, "eta_seconds": 237069.37180511653, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3625983578515224, "fast_rcnn/fg_cls_accuracy": 0.5966832168068361, "iteration": 31759, "loss_box_reg": 0.27807703986763954, "loss_cls": 0.22638873755931854, "loss_mask": 0.2810568753629923, "loss_rpn_cls": 0.044036757899448276, "loss_rpn_loc": 0.101273313164711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8715794979619362, "mask_rcnn/false_negative": 0.10777954445330613, "mask_rcnn/false_positive": 0.14118393617439773, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0182947129942477, "total_loss": 0.8953542311210185}
{"data_time": 0.025471243308857083, "eta_seconds": 237075.50913675223, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.353997353997354, "fast_rcnn/fg_cls_accuracy": 0.5946027352653859, "iteration": 31779, "loss_box_reg": 0.24465092085301876, "loss_cls": 0.2027523061260581, "loss_mask": 0.2537183314561844, "loss_rpn_cls": 0.04095998065895401, "loss_rpn_loc": 0.08608820848166943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782513783429446, "mask_rcnn/false_negative": 0.10459300836821883, "mask_rcnn/false_positive": 0.13185429054777079, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9667686528991908, "total_loss": 0.847310658544302}
{"data_time": 0.019247279036790133, "eta_seconds": 237055.6052236352, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.30871336267440774, "fast_rcnn/fg_cls_accuracy": 0.6219996841772818, "iteration": 31799, "loss_box_reg": 0.2339430321007967, "loss_cls": 0.1956071499735117, "loss_mask": 0.24579904600977898, "loss_rpn_cls": 0.04203662741929293, "loss_rpn_loc": 0.09343912079930305, "lr": 0.0001, "mask_rcnn/accuracy": 0.892659601022405, "mask_rcnn/false_negative": 0.08650125289629125, "mask_rcnn/false_positive": 0.1357356514204262, "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": 0.9883945705369115, "total_loss": 0.8293618906755}
{"data_time": 0.0240464024245739, "eta_seconds": 237035.7013105182, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3659260396280236, "fast_rcnn/fg_cls_accuracy": 0.6218994778067886, "iteration": 31819, "loss_box_reg": 0.2405280377715826, "loss_cls": 0.19716499466449022, "loss_mask": 0.24477308429777622, "loss_rpn_cls": 0.04525338800158352, "loss_rpn_loc": 0.08041681488975883, "lr": 0.0001, "mask_rcnn/accuracy": 0.888968104997681, "mask_rcnn/false_negative": 0.09878057063251197, "mask_rcnn/false_positive": 0.11771233597073977, "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": 0.9908605595119298, "total_loss": 0.8288484584772959}
{"data_time": 0.01804907596670091, "eta_seconds": 237022.05037878826, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.32814897698209716, "fast_rcnn/fg_cls_accuracy": 0.636357843137255, "iteration": 31839, "loss_box_reg": 0.25485680252313614, "loss_cls": 0.20233266800642014, "loss_mask": 0.2659959029406309, "loss_rpn_cls": 0.04455595591571182, "loss_rpn_loc": 0.08102937135845423, "lr": 0.0001, "mask_rcnn/accuracy": 0.887981391634858, "mask_rcnn/false_negative": 0.0902490119870199, "mask_rcnn/false_positive": 0.13631236111148265, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0107834748923779, "total_loss": 0.8793734029168263}
{"data_time": 0.02161863842047751, "eta_seconds": 237013.25687795877, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.40424908901613743, "fast_rcnn/fg_cls_accuracy": 0.5554435483870968, "iteration": 31859, "loss_box_reg": 0.23269610852003098, "loss_cls": 0.20576733071357012, "loss_mask": 0.2582587692886591, "loss_rpn_cls": 0.039837760385125875, "loss_rpn_loc": 0.06836584326811135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799112578269945, "mask_rcnn/false_negative": 0.0912529628325983, "mask_rcnn/false_positive": 0.1264567351142224, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0152159796562046, "total_loss": 0.859182090498507}
{"data_time": 0.024608908919617534, "eta_seconds": 236975.98957116716, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3588619402985075, "fast_rcnn/fg_cls_accuracy": 0.584036044973545, "iteration": 31879, "loss_box_reg": 0.22753982059657574, "loss_cls": 0.1857842719182372, "loss_mask": 0.25865125469863415, "loss_rpn_cls": 0.04561655828729272, "loss_rpn_loc": 0.08811158570460975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791500425144744, "mask_rcnn/false_negative": 0.08300581892732839, "mask_rcnn/false_positive": 0.1433612775764178, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9907013245392591, "total_loss": 0.7993926375638694}
{"data_time": 0.012517143273726106, "eta_seconds": 237198.26957280748, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33087654320987653, "fast_rcnn/fg_cls_accuracy": 0.6529195011337868, "iteration": 31899, "loss_box_reg": 0.24180915113538504, "loss_cls": 0.19829540885984898, "loss_mask": 0.26754617877304554, "loss_rpn_cls": 0.041397659573704004, "loss_rpn_loc": 0.07936107646673918, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800504889455782, "mask_rcnn/false_negative": 0.09658623177918346, "mask_rcnn/false_positive": 0.13980923975350024, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0307973918970674, "total_loss": 0.8105270199012011}
{"data_time": 0.02348847291432321, "eta_seconds": 237204.99407172203, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3850737463126844, "fast_rcnn/fg_cls_accuracy": 0.5805255255255255, "iteration": 31919, "loss_box_reg": 0.2715041693300009, "loss_cls": 0.21617812663316727, "loss_mask": 0.25792189687490463, "loss_rpn_cls": 0.05085405148565769, "loss_rpn_loc": 0.09555140184238553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816906330397589, "mask_rcnn/false_negative": 0.1030100589142863, "mask_rcnn/false_positive": 0.1352442051002925, "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": 0.9854172635823488, "total_loss": 0.9073753301054239}
{"data_time": 0.019045810215175152, "eta_seconds": 236986.49924896192, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3431361689558411, "fast_rcnn/fg_cls_accuracy": 0.6374219359875097, "iteration": 31939, "loss_box_reg": 0.24322684481739998, "loss_cls": 0.21889221295714378, "loss_mask": 0.26794796995818615, "loss_rpn_cls": 0.04750810330733657, "loss_rpn_loc": 0.08188115595839918, "lr": 0.0001, "mask_rcnn/accuracy": 0.879115917697628, "mask_rcnn/false_negative": 0.10798994592079483, "mask_rcnn/false_positive": 0.11880888857514661, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9703626278787851, "total_loss": 0.8497980464017019}
{"data_time": 0.014918647473677993, "eta_seconds": 236966.58943637274, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.37650909352483486, "fast_rcnn/fg_cls_accuracy": 0.5963576158940398, "iteration": 31959, "loss_box_reg": 0.24345825985074043, "loss_cls": 0.20543967839330435, "loss_mask": 0.2602194920182228, "loss_rpn_cls": 0.042621913948096335, "loss_rpn_loc": 0.08311112155206501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790260964254754, "mask_rcnn/false_negative": 0.10133018075214766, "mask_rcnn/false_positive": 0.1367389575497445, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9790509855374694, "total_loss": 0.8495839363895357}
{"data_time": 0.016401380067691207, "eta_seconds": 236946.67962378357, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.38757793764988013, "fast_rcnn/fg_cls_accuracy": 0.5983573141486811, "iteration": 31979, "loss_box_reg": 0.23692926578223705, "loss_cls": 0.21311710216104984, "loss_mask": 0.26714146696031094, "loss_rpn_cls": 0.046506385842803866, "loss_rpn_loc": 0.09274407895281911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867886601351013, "mask_rcnn/false_negative": 0.09839908463730647, "mask_rcnn/false_positive": 0.1329046243513743, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9951086910441518, "total_loss": 0.8358379858545959}
{"data_time": 0.02367315534502268, "eta_seconds": 236962.90679834783, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.33538533015854577, "fast_rcnn/fg_cls_accuracy": 0.6228835682852241, "iteration": 31999, "loss_box_reg": 0.23422704823315144, "loss_cls": 0.195337425917387, "loss_mask": 0.2581642661243677, "loss_rpn_cls": 0.03725632920395583, "loss_rpn_loc": 0.09001554502174258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976623387450218, "mask_rcnn/false_negative": 0.09442649112137896, "mask_rcnn/false_positive": 0.10927108243246568, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9784672905225307, "total_loss": 0.8310252299997956}
{"data_time": 0.021543707000091672, "eta_seconds": 237009.79220226407, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3283790541941622, "fast_rcnn/fg_cls_accuracy": 0.6228878354614267, "iteration": 32019, "loss_box_reg": 0.26362453028559685, "loss_cls": 0.21364019438624382, "loss_mask": 0.26555511355400085, "loss_rpn_cls": 0.048985754838213325, "loss_rpn_loc": 0.09055317286401987, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903789630782495, "mask_rcnn/false_negative": 0.09711431222954861, "mask_rcnn/false_positive": 0.11830393122357702, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0191731203813106, "total_loss": 0.8876448657829314}
{"data_time": 0.016738804522901773, "eta_seconds": 236923.08109972626, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.34516460905349794, "fast_rcnn/fg_cls_accuracy": 0.5960040400133234, "iteration": 32039, "loss_box_reg": 0.24063900113105774, "loss_cls": 0.19376071263104677, "loss_mask": 0.25416951067745686, "loss_rpn_cls": 0.035660843132063746, "loss_rpn_loc": 0.06920731463469565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851260409496968, "mask_rcnn/false_negative": 0.11163246632706467, "mask_rcnn/false_positive": 0.12260984879124823, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9758353554643691, "total_loss": 0.811444383696653}
{"data_time": 0.02222231519408524, "eta_seconds": 236993.55927003082, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.37481167608286253, "fast_rcnn/fg_cls_accuracy": 0.602165725047081, "iteration": 32059, "loss_box_reg": 0.2425534352660179, "loss_cls": 0.2053530402481556, "loss_mask": 0.26182787492871284, "loss_rpn_cls": 0.038653144147247076, "loss_rpn_loc": 0.07932544592767954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901694888889826, "mask_rcnn/false_negative": 0.10104076831827274, "mask_rcnn/false_positive": 0.11867195572879984, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0147238110657781, "total_loss": 0.8306864504702389}
{"data_time": 0.015056286472827196, "eta_seconds": 237362.21865296364, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3748006379585327, "fast_rcnn/fg_cls_accuracy": 0.5903201024327784, "iteration": 32079, "loss_box_reg": 0.21980534214526415, "loss_cls": 0.18521434254944324, "loss_mask": 0.2582299765199423, "loss_rpn_cls": 0.03863616310991347, "loss_rpn_loc": 0.07104380382224917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815890550081158, "mask_rcnn/false_negative": 0.10115984782324478, "mask_rcnn/false_positive": 0.12853417667637262, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0231153385248035, "total_loss": 0.7804672783240676}
{"data_time": 0.019969978369772434, "eta_seconds": 237292.3417767277, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.36886730108379595, "fast_rcnn/fg_cls_accuracy": 0.5911800261929547, "iteration": 32099, "loss_box_reg": 0.22016851790249348, "loss_cls": 0.19148170854896307, "loss_mask": 0.24968294240534306, "loss_rpn_cls": 0.04065979551523924, "loss_rpn_loc": 0.07142586633563042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812905422824027, "mask_rcnn/false_negative": 0.0843361519735281, "mask_rcnn/false_positive": 0.1354119611523202, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9889293212909251, "total_loss": 0.7749716227408499}
{"data_time": 0.014492749935016036, "eta_seconds": 237272.3928619083, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.36115942028985504, "fast_rcnn/fg_cls_accuracy": 0.6101242236024844, "iteration": 32119, "loss_box_reg": 0.20910002198070288, "loss_cls": 0.18999292328953743, "loss_mask": 0.26468179374933243, "loss_rpn_cls": 0.04149920784402639, "loss_rpn_loc": 0.07309248897945508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936969593449409, "mask_rcnn/false_negative": 0.0966277246063194, "mask_rcnn/false_positive": 0.11899763192715776, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9985954579897225, "total_loss": 0.7774207566399127}
{"data_time": 0.014149667229503393, "eta_seconds": 237275.0965325348, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36041562517358217, "fast_rcnn/fg_cls_accuracy": 0.6162756162756162, "iteration": 32139, "loss_box_reg": 0.2634588684886694, "loss_cls": 0.2084563635289669, "loss_mask": 0.28607449494302273, "loss_rpn_cls": 0.05165276280604303, "loss_rpn_loc": 0.08866625325754285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848851363098461, "mask_rcnn/false_negative": 0.10188540218679379, "mask_rcnn/false_positive": 0.1278276528985957, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0001033742446452, "total_loss": 0.9016006262972951}
{"data_time": 0.015121666947379708, "eta_seconds": 237012.8398963809, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35058922558922556, "fast_rcnn/fg_cls_accuracy": 0.6167840375586855, "iteration": 32159, "loss_box_reg": 0.2140416745096445, "loss_cls": 0.1831220150925219, "loss_mask": 0.252819761633873, "loss_rpn_cls": 0.044192667119205, "loss_rpn_loc": 0.08102753479033709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911174343619952, "mask_rcnn/false_negative": 0.09936523909937206, "mask_rcnn/false_positive": 0.12828272406775115, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9685773560777307, "total_loss": 0.7884938890347257}
{"data_time": 0.013044357765465975, "eta_seconds": 237212.5461174501, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3286246276067527, "fast_rcnn/fg_cls_accuracy": 0.6643856366390448, "iteration": 32179, "loss_box_reg": 0.2352120503783226, "loss_cls": 0.20565086416900158, "loss_mask": 0.25932939164340496, "loss_rpn_cls": 0.03775083366781473, "loss_rpn_loc": 0.07431446597911417, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001878271671542, "mask_rcnn/false_negative": 0.09484310514989272, "mask_rcnn/false_positive": 0.10610977683582205, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0046655281912535, "total_loss": 0.8110827109776437}
{"data_time": 0.020438568433746696, "eta_seconds": 237242.49998182058, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3175805675805676, "fast_rcnn/fg_cls_accuracy": 0.647671497584541, "iteration": 32199, "loss_box_reg": 0.26275232806801796, "loss_cls": 0.21852529793977737, "loss_mask": 0.248285174369812, "loss_rpn_cls": 0.04983833828009665, "loss_rpn_loc": 0.07776250457391143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919693550948979, "mask_rcnn/false_negative": 0.0955444469724485, "mask_rcnn/false_positive": 0.10512739422360394, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.016706616152078, "total_loss": 0.8477082603494637}
{"data_time": 0.018827892607077956, "eta_seconds": 237195.29325446114, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.38888888888888884, "fast_rcnn/fg_cls_accuracy": 0.5675901760021415, "iteration": 32219, "loss_box_reg": 0.2557550948113203, "loss_cls": 0.21763220615684986, "loss_mask": 0.2644038461148739, "loss_rpn_cls": 0.04733966593630612, "loss_rpn_loc": 0.09021680383011699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986127324039412, "mask_rcnn/false_negative": 0.09723897941105158, "mask_rcnn/false_positive": 0.12954526403492844, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0158480026293546, "total_loss": 0.8802418890409172}
{"data_time": 0.016068891156464815, "eta_seconds": 237109.5082655549, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3415004462726532, "fast_rcnn/fg_cls_accuracy": 0.6127225819506272, "iteration": 32239, "loss_box_reg": 0.24772838689386845, "loss_cls": 0.20125665701925755, "loss_mask": 0.2502278722822666, "loss_rpn_cls": 0.0421133479103446, "loss_rpn_loc": 0.08034207724267617, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824268220133904, "mask_rcnn/false_negative": 0.09633885408942318, "mask_rcnn/false_positive": 0.12739806769465334, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9984542136080563, "total_loss": 0.8413367785979062}
{"data_time": 0.015249916119500995, "eta_seconds": 237155.3916154243, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3562230251932149, "fast_rcnn/fg_cls_accuracy": 0.5996757366417595, "iteration": 32259, "loss_box_reg": 0.2267310805618763, "loss_cls": 0.19429150968790054, "loss_mask": 0.2597837299108505, "loss_rpn_cls": 0.03873561811633408, "loss_rpn_loc": 0.07965928607154638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839251644535365, "mask_rcnn/false_negative": 0.10133767628295291, "mask_rcnn/false_positive": 0.12952305389445806, "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": 1.0116666674148291, "total_loss": 0.7861763928085566}
{"data_time": 0.023134450893849134, "eta_seconds": 237135.4407959059, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3460732683780797, "fast_rcnn/fg_cls_accuracy": 0.5645835468844318, "iteration": 32279, "loss_box_reg": 0.24654443003237247, "loss_cls": 0.22290469147264957, "loss_mask": 0.26215480268001556, "loss_rpn_cls": 0.04006564733572304, "loss_rpn_loc": 0.08673237566836178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903685591862875, "mask_rcnn/false_negative": 0.09116378648955, "mask_rcnn/false_positive": 0.1374286691486978, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9844061229377985, "total_loss": 0.8778784250607714}
{"data_time": 0.017056910088285804, "eta_seconds": 237061.74496070016, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3686795853988283, "fast_rcnn/fg_cls_accuracy": 0.6237244897959184, "iteration": 32299, "loss_box_reg": 0.23850831016898155, "loss_cls": 0.21882585994899273, "loss_mask": 0.24923276528716087, "loss_rpn_cls": 0.04611502285115421, "loss_rpn_loc": 0.07644028915092349, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940700646229236, "mask_rcnn/false_negative": 0.10532696048531971, "mask_rcnn/false_positive": 0.11926110211093768, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9846823194529861, "total_loss": 0.8508355608209968}
{"data_time": 0.015183530049398541, "eta_seconds": 236962.68935803324, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3609537730677873, "fast_rcnn/fg_cls_accuracy": 0.5775499400997409, "iteration": 32319, "loss_box_reg": 0.23482792265713215, "loss_cls": 0.19607405550777912, "loss_mask": 0.25889852456748486, "loss_rpn_cls": 0.04378738719969988, "loss_rpn_loc": 0.07373669859953225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898828967562635, "mask_rcnn/false_negative": 0.0941730130054943, "mask_rcnn/false_positive": 0.12918091737181675, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9876488742884248, "total_loss": 0.8858498451299965}
{"data_time": 0.015345007181167603, "eta_seconds": 236781.26142279245, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3613674769270766, "fast_rcnn/fg_cls_accuracy": 0.6205890382909016, "iteration": 32339, "loss_box_reg": 0.23723460733890533, "loss_cls": 0.19409920182079077, "loss_mask": 0.25509789027273655, "loss_rpn_cls": 0.041259408462792635, "loss_rpn_loc": 0.06414994149236009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911278316040221, "mask_rcnn/false_negative": 0.09993900638679784, "mask_rcnn/false_positive": 0.12116981717448745, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9778449514415115, "total_loss": 0.8337178786750883}
{"data_time": 0.01978727476671338, "eta_seconds": 236796.26202309504, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3940639269406393, "fast_rcnn/fg_cls_accuracy": 0.5815492957746479, "iteration": 32359, "loss_box_reg": 0.2533981315791607, "loss_cls": 0.2184286885894835, "loss_mask": 0.2696953173726797, "loss_rpn_cls": 0.04700074950233102, "loss_rpn_loc": 0.09300573542714119, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797524280796656, "mask_rcnn/false_negative": 0.1101039625457257, "mask_rcnn/false_positive": 0.13862051258514263, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.006225693039596, "total_loss": 0.89458012371324}
{"data_time": 0.021852055564522743, "eta_seconds": 236699.84564297367, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3801121079844724, "fast_rcnn/fg_cls_accuracy": 0.5746395890883977, "iteration": 32379, "loss_box_reg": 0.23876717686653137, "loss_cls": 0.21003906335681677, "loss_mask": 0.25993249379098415, "loss_rpn_cls": 0.045738940592855215, "loss_rpn_loc": 0.0746033302275464, "lr": 0.0001, "mask_rcnn/accuracy": 0.880035012743609, "mask_rcnn/false_negative": 0.10278538563686287, "mask_rcnn/false_positive": 0.13223617793687037, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9635413845535368, "total_loss": 0.8588960188208148}
{"data_time": 0.017681671539321542, "eta_seconds": 236773.6745685339, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3382403286545703, "fast_rcnn/fg_cls_accuracy": 0.6231852654387866, "iteration": 32399, "loss_box_reg": 0.24260606057941914, "loss_cls": 0.19581717811524868, "loss_mask": 0.2464610803872347, "loss_rpn_cls": 0.04277571476995945, "loss_rpn_loc": 0.09875805955380201, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963399277236668, "mask_rcnn/false_negative": 0.0867643392252, "mask_rcnn/false_positive": 0.12210618243349253, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9948877948336303, "total_loss": 0.879213914158754}
{"data_time": 0.01512080617249012, "eta_seconds": 236736.4750523772, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4103787338819413, "fast_rcnn/fg_cls_accuracy": 0.5461805190711359, "iteration": 32419, "loss_box_reg": 0.26291208155453205, "loss_cls": 0.22953320108354092, "loss_mask": 0.260390467941761, "loss_rpn_cls": 0.05067169154062867, "loss_rpn_loc": 0.09203204466030002, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886884789625988, "mask_rcnn/false_negative": 0.09277164396026596, "mask_rcnn/false_positive": 0.12034260224309486, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9850014413241297, "total_loss": 0.8796899651642889}
{"data_time": 0.015349446097388864, "eta_seconds": 236843.05151419714, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.32590247844827586, "fast_rcnn/fg_cls_accuracy": 0.6333142430942169, "iteration": 32439, "loss_box_reg": 0.23211349546909332, "loss_cls": 0.2004248918965459, "loss_mask": 0.24780543334782124, "loss_rpn_cls": 0.05055822397116572, "loss_rpn_loc": 0.10353035503067076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897277871737777, "mask_rcnn/false_negative": 0.09889623403432851, "mask_rcnn/false_positive": 0.12467874339411986, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0062960244249552, "total_loss": 0.8410948116797954}
{"data_time": 0.015364766819402575, "eta_seconds": 236845.0346872816, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3472366253888855, "fast_rcnn/fg_cls_accuracy": 0.597610121836926, "iteration": 32459, "loss_box_reg": 0.2390359966084361, "loss_cls": 0.18579376116394997, "loss_mask": 0.2559205926954746, "loss_rpn_cls": 0.04711298015899956, "loss_rpn_loc": 0.07732972502708435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770516350292916, "mask_rcnn/false_negative": 0.09547191782426157, "mask_rcnn/false_positive": 0.13034225526388782, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9903859773185104, "total_loss": 0.8044178527779877}
{"data_time": 0.01719835097901523, "eta_seconds": 236882.22828382626, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.39536314665180644, "fast_rcnn/fg_cls_accuracy": 0.5752499218994065, "iteration": 32479, "loss_box_reg": 0.2467335481196642, "loss_cls": 0.21590630151331425, "loss_mask": 0.26711530052125454, "loss_rpn_cls": 0.04849705519154668, "loss_rpn_loc": 0.08761207456700504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892442117438708, "mask_rcnn/false_negative": 0.097241650046022, "mask_rcnn/false_positive": 0.12745740888393137, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0232045075390488, "total_loss": 0.8849577924702317}
{"data_time": 0.01497389399446547, "eta_seconds": 236732.27100807708, "fast_rcnn/cls_accuracy": 0.908935546875, "fast_rcnn/false_negative": 0.3280647325171894, "fast_rcnn/fg_cls_accuracy": 0.5930519814719506, "iteration": 32499, "loss_box_reg": 0.23884286358952522, "loss_cls": 0.20941010676324368, "loss_mask": 0.27030162513256073, "loss_rpn_cls": 0.04984221467748284, "loss_rpn_loc": 0.0813202119898051, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754576533941201, "mask_rcnn/false_negative": 0.09904307935963498, "mask_rcnn/false_positive": 0.1329357230879003, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9938319958746433, "total_loss": 0.8450789886992425}
{"data_time": 0.01749268197454512, "eta_seconds": 236712.33565893956, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3537416503213327, "fast_rcnn/fg_cls_accuracy": 0.6025509322812026, "iteration": 32519, "loss_box_reg": 0.26339864265173674, "loss_cls": 0.21374799869954586, "loss_mask": 0.25909849628806114, "loss_rpn_cls": 0.04316971078515053, "loss_rpn_loc": 0.09293967322446406, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933442488743348, "mask_rcnn/false_negative": 0.0980132096758542, "mask_rcnn/false_positive": 0.12125941875285107, "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": 0.9748837505467236, "total_loss": 0.8742608606116846}
{"data_time": 0.020974470069631934, "eta_seconds": 236515.46853938606, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3406316590563166, "fast_rcnn/fg_cls_accuracy": 0.6244444444444445, "iteration": 32539, "loss_box_reg": 0.24348966218531132, "loss_cls": 0.19491180405020714, "loss_mask": 0.2569472175091505, "loss_rpn_cls": 0.039745976915583014, "loss_rpn_loc": 0.08767719066236168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897052992693388, "mask_rcnn/false_negative": 0.09805911336433501, "mask_rcnn/false_positive": 0.11826251360205947, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9750390138942748, "total_loss": 0.8433888615109026}
{"data_time": 0.01620875531807542, "eta_seconds": 236479.17356342077, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3755630938702559, "fast_rcnn/fg_cls_accuracy": 0.5830507806339693, "iteration": 32559, "loss_box_reg": 0.23976778704673052, "loss_cls": 0.2052718587219715, "loss_mask": 0.2626426760107279, "loss_rpn_cls": 0.048330708872526884, "loss_rpn_loc": 0.07690443145111203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873446013020593, "mask_rcnn/false_negative": 0.0942384050466773, "mask_rcnn/false_positive": 0.13846603162717844, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0017115825321525, "total_loss": 0.8185171150835231}
{"data_time": 0.02109429007396102, "eta_seconds": 236475.62764516566, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.38699530516431924, "fast_rcnn/fg_cls_accuracy": 0.5834603658536586, "iteration": 32579, "loss_box_reg": 0.24739025719463825, "loss_cls": 0.20316684059798717, "loss_mask": 0.27397830970585346, "loss_rpn_cls": 0.035227990010753274, "loss_rpn_loc": 0.07484908890910447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803869047619047, "mask_rcnn/false_negative": 0.10214409236365939, "mask_rcnn/false_positive": 0.12877095052137782, "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": 1.0021817502565682, "total_loss": 0.8440895356470719}
{"data_time": 0.014798318967223167, "eta_seconds": 236439.33542771265, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32590233545647557, "fast_rcnn/fg_cls_accuracy": 0.6353853169174647, "iteration": 32599, "loss_box_reg": 0.23609264940023422, "loss_cls": 0.19921017345041037, "loss_mask": 0.2566432934254408, "loss_rpn_cls": 0.03852171474136412, "loss_rpn_loc": 0.07071108650416136, "lr": 0.0001, "mask_rcnn/accuracy": 0.898001075430172, "mask_rcnn/false_negative": 0.08890215392765513, "mask_rcnn/false_positive": 0.10083232468837584, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9868562875781208, "total_loss": 0.8215136902872473}
{"data_time": 0.0154773760586977, "eta_seconds": 236435.78675094526, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3751626333593546, "fast_rcnn/fg_cls_accuracy": 0.5714602693954265, "iteration": 32619, "loss_box_reg": 0.2600370720028877, "loss_cls": 0.2315161731094122, "loss_mask": 0.2654101327061653, "loss_rpn_cls": 0.05875514494255185, "loss_rpn_loc": 0.10386920906603336, "lr": 0.0001, "mask_rcnn/accuracy": 0.89262808626389, "mask_rcnn/false_negative": 0.08620339592373971, "mask_rcnn/false_positive": 0.11098873369906943, "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": 1.007964817341417, "total_loss": 0.8992652827873826}
{"data_time": 0.01695914100855589, "eta_seconds": 236399.49729200453, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.4038866737981782, "fast_rcnn/fg_cls_accuracy": 0.5572376911344883, "iteration": 32639, "loss_box_reg": 0.24254797957837582, "loss_cls": 0.20556200807914138, "loss_mask": 0.2591151352971792, "loss_rpn_cls": 0.04503198154270649, "loss_rpn_loc": 0.08157562580890954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8676031958876347, "mask_rcnn/false_negative": 0.11118614049072043, "mask_rcnn/false_positive": 0.132168964774473, "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": 0.9719083970412612, "total_loss": 0.8655597406905144}
{"data_time": 0.014184198575094342, "eta_seconds": 236395.94585672487, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32129359313825334, "fast_rcnn/fg_cls_accuracy": 0.648278905560459, "iteration": 32659, "loss_box_reg": 0.2505388129502535, "loss_cls": 0.21804741583764553, "loss_mask": 0.2615621853619814, "loss_rpn_cls": 0.04833613452501595, "loss_rpn_loc": 0.08412605884950608, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894636690499601, "mask_rcnn/false_negative": 0.09604537301257565, "mask_rcnn/false_positive": 0.11250113168680118, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.989545505028218, "total_loss": 0.8748970269225538}
{"data_time": 0.014829972060397267, "eta_seconds": 236318.23940064758, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.35234718000675447, "fast_rcnn/fg_cls_accuracy": 0.6105042016806723, "iteration": 32679, "loss_box_reg": 0.2306112889200449, "loss_cls": 0.188083385117352, "loss_mask": 0.26206132024526596, "loss_rpn_cls": 0.04009489668533206, "loss_rpn_loc": 0.06984426674898714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941682668027879, "mask_rcnn/false_negative": 0.08764927652710663, "mask_rcnn/false_positive": 0.13124308415205918, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9862734561320394, "total_loss": 0.776950478204526}
{"data_time": 0.0174693432636559, "eta_seconds": 236203.6169209052, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3531301677297425, "fast_rcnn/fg_cls_accuracy": 0.5998920669185106, "iteration": 32699, "loss_box_reg": 0.2309074681252241, "loss_cls": 0.2017849199473858, "loss_mask": 0.2500247433781624, "loss_rpn_cls": 0.047128143487498164, "loss_rpn_loc": 0.08278749429155141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840785466249812, "mask_rcnn/false_negative": 0.09909726068126667, "mask_rcnn/false_positive": 0.12686097274773486, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9766837093047798, "total_loss": 0.8087065885774791}
{"data_time": 0.015133310109376907, "eta_seconds": 236208.83882258087, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3866242968807071, "fast_rcnn/fg_cls_accuracy": 0.5785822805053574, "iteration": 32719, "loss_box_reg": 0.23637604899704456, "loss_cls": 0.2037136098369956, "loss_mask": 0.2744055911898613, "loss_rpn_cls": 0.04443426476791501, "loss_rpn_loc": 0.0818837620317936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772094823816146, "mask_rcnn/false_negative": 0.10011429290519991, "mask_rcnn/false_positive": 0.152042548369185, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9653687609825283, "total_loss": 0.8382885471219197}
{"data_time": 0.018170147202908993, "eta_seconds": 236292.7275313437, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3852941176470588, "fast_rcnn/fg_cls_accuracy": 0.5950641025641026, "iteration": 32739, "loss_box_reg": 0.23104639910161495, "loss_cls": 0.19786174036562443, "loss_mask": 0.2550482861697674, "loss_rpn_cls": 0.04024346568621695, "loss_rpn_loc": 0.08280744170770049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862729466786714, "mask_rcnn/false_negative": 0.09614018429109858, "mask_rcnn/false_positive": 0.13043771788689273, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.003075229935348, "total_loss": 0.8188064572168514}
{"data_time": 0.016481360886245966, "eta_seconds": 236272.80906826258, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3745982567557144, "fast_rcnn/fg_cls_accuracy": 0.5825600252263616, "iteration": 32759, "loss_box_reg": 0.21533318795263767, "loss_cls": 0.19598484225571156, "loss_mask": 0.25783570669591427, "loss_rpn_cls": 0.04392358218319714, "loss_rpn_loc": 0.06436234409920871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978627699584022, "mask_rcnn/false_negative": 0.0917017306138225, "mask_rcnn/false_positive": 0.11107240180448318, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0148812509141862, "total_loss": 0.8039949331432581}
{"data_time": 0.019051472889259458, "eta_seconds": 236364.50117291883, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.39373040752351096, "fast_rcnn/fg_cls_accuracy": 0.599293271615143, "iteration": 32779, "loss_box_reg": 0.24797711335122585, "loss_cls": 0.20111569669097662, "loss_mask": 0.25746110640466213, "loss_rpn_cls": 0.048842021729797125, "loss_rpn_loc": 0.08977076853625476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867329750685471, "mask_rcnn/false_negative": 0.0962456395777826, "mask_rcnn/false_positive": 0.13902105794127356, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0287595551926643, "total_loss": 0.8987952512688935}
{"data_time": 0.02280950639396906, "eta_seconds": 236344.5732999593, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3499330026228761, "fast_rcnn/fg_cls_accuracy": 0.6365683865683865, "iteration": 32799, "loss_box_reg": 0.24231452029198408, "loss_cls": 0.20526325795799494, "loss_mask": 0.26373651437461376, "loss_rpn_cls": 0.04540707799606025, "loss_rpn_loc": 0.08469053579028696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8764764368206213, "mask_rcnn/false_negative": 0.11115514031224485, "mask_rcnn/false_positive": 0.12339326969990676, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9926908153574914, "total_loss": 0.8551671442110091}
{"data_time": 0.02092436794191599, "eta_seconds": 236285.6443994539, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.36120324304403906, "fast_rcnn/fg_cls_accuracy": 0.6058813932620932, "iteration": 32819, "loss_box_reg": 0.24531239457428455, "loss_cls": 0.213948056101799, "loss_mask": 0.2641665153205395, "loss_rpn_cls": 0.0498926118016243, "loss_rpn_loc": 0.09171058610081673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754698565451671, "mask_rcnn/false_negative": 0.11046566065089729, "mask_rcnn/false_positive": 0.13379319593898562, "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": 0.9737662433180958, "total_loss": 0.8672009566798806}
{"data_time": 0.02947323746047914, "eta_seconds": 236229.1749755293, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.40062260536398464, "fast_rcnn/fg_cls_accuracy": 0.5718989463601533, "iteration": 32839, "loss_box_reg": 0.24460865184664726, "loss_cls": 0.202016806229949, "loss_mask": 0.2622620537877083, "loss_rpn_cls": 0.0478358909022063, "loss_rpn_loc": 0.08982212329283357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920410118070217, "mask_rcnn/false_negative": 0.09838962031940236, "mask_rcnn/false_positive": 0.12628982027791025, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0181717255618423, "total_loss": 0.8649760633707047}
{"data_time": 0.014269596198573709, "eta_seconds": 236173.21675285697, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3991460541813899, "fast_rcnn/fg_cls_accuracy": 0.5586538461538462, "iteration": 32859, "loss_box_reg": 0.26232382375746965, "loss_cls": 0.2164235534146428, "loss_mask": 0.2692704312503338, "loss_rpn_cls": 0.04520003776997328, "loss_rpn_loc": 0.09148162230849266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872691821712486, "mask_rcnn/false_negative": 0.09486653363213943, "mask_rcnn/false_positive": 0.13272248797772102, "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": 0.9845257294364274, "total_loss": 0.8764409382129088}
{"data_time": 0.014390026917681098, "eta_seconds": 236154.40373562276, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34550739957716703, "fast_rcnn/fg_cls_accuracy": 0.6393312449916224, "iteration": 32879, "loss_box_reg": 0.22663835249841213, "loss_cls": 0.18216285668313503, "loss_mask": 0.25293939374387264, "loss_rpn_cls": 0.04123600269667804, "loss_rpn_loc": 0.07243441604077816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844179756520147, "mask_rcnn/false_negative": 0.09859585460126719, "mask_rcnn/false_positive": 0.1285678369805635, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9943276769481599, "total_loss": 0.7938925829948857}
{"data_time": 0.016504171071574092, "eta_seconds": 235819.43986786064, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.29499892088918733, "fast_rcnn/fg_cls_accuracy": 0.6593300789873915, "iteration": 32899, "loss_box_reg": 0.2492943862453103, "loss_cls": 0.2130274260416627, "loss_mask": 0.2617672458291054, "loss_rpn_cls": 0.043341286247596145, "loss_rpn_loc": 0.08501541777513921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809040282248307, "mask_rcnn/false_negative": 0.10045556367580812, "mask_rcnn/false_positive": 0.12211203857488674, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9780741282738745, "total_loss": 0.8716358072124422}
{"data_time": 0.01607150095514953, "eta_seconds": 235799.54788642935, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32674676963565374, "fast_rcnn/fg_cls_accuracy": 0.6347926267281105, "iteration": 32919, "loss_box_reg": 0.26042809896171093, "loss_cls": 0.21285701915621758, "loss_mask": 0.27035302855074406, "loss_rpn_cls": 0.040698301047086716, "loss_rpn_loc": 0.07474295049905777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914910810509662, "mask_rcnn/false_negative": 0.09296242428190518, "mask_rcnn/false_positive": 0.12187684137146496, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9848517174832523, "total_loss": 0.880201555788517}
{"data_time": 0.01669474714435637, "eta_seconds": 235741.02984376252, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.34782523318605796, "fast_rcnn/fg_cls_accuracy": 0.6284176349965824, "iteration": 32939, "loss_box_reg": 0.23283728770911694, "loss_cls": 0.19661759957671165, "loss_mask": 0.258510310202837, "loss_rpn_cls": 0.04263328178785741, "loss_rpn_loc": 0.08374834223650396, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004477329940939, "mask_rcnn/false_negative": 0.08191062079866414, "mask_rcnn/false_positive": 0.11778133039300835, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9808701328001916, "total_loss": 0.819472718052566}
{"data_time": 0.020594319328665733, "eta_seconds": 235721.14112108946, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.35870718293738313, "fast_rcnn/fg_cls_accuracy": 0.6173209701690714, "iteration": 32959, "loss_box_reg": 0.2456713505089283, "loss_cls": 0.1998139964416623, "loss_mask": 0.2629029396921396, "loss_rpn_cls": 0.04174229665659368, "loss_rpn_loc": 0.07611434371210635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889081302163723, "mask_rcnn/false_negative": 0.09993364622954704, "mask_rcnn/false_positive": 0.12880405114495502, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9847846624907106, "total_loss": 0.8287719180807471}
{"data_time": 0.02923497650772333, "eta_seconds": 235582.8057319671, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3187591240875912, "fast_rcnn/fg_cls_accuracy": 0.6444410852305589, "iteration": 32979, "loss_box_reg": 0.24028820358216763, "loss_cls": 0.2094723479822278, "loss_mask": 0.2587145268917084, "loss_rpn_cls": 0.04503748915158212, "loss_rpn_loc": 0.08337938878685236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808679212773289, "mask_rcnn/false_negative": 0.09605313363654917, "mask_rcnn/false_positive": 0.14827266969974254, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9726094391662627, "total_loss": 0.84375720389653}
{"data_time": 0.01731485896743834, "eta_seconds": 235527.8766718693, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.37495017141034837, "fast_rcnn/fg_cls_accuracy": 0.6000972563472564, "iteration": 32999, "loss_box_reg": 0.2483202163130045, "loss_cls": 0.2142691072076559, "loss_mask": 0.27763256430625916, "loss_rpn_cls": 0.04151002923026681, "loss_rpn_loc": 0.08244996448047459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842864657517625, "mask_rcnn/false_negative": 0.0888641739408311, "mask_rcnn/false_positive": 0.136269126378963, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9779703104868531, "total_loss": 0.8826105713378638}
{"data_time": 0.013220718363299966, "eta_seconds": 235457.79717543162, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.5922733077905491, "iteration": 33019, "loss_box_reg": 0.22328238748013973, "loss_cls": 0.2091195359826088, "loss_mask": 0.26630206778645515, "loss_rpn_cls": 0.04886371269822121, "loss_rpn_loc": 0.09298738441430032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806773948803659, "mask_rcnn/false_negative": 0.09569235440692496, "mask_rcnn/false_positive": 0.13010437289333182, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.0125388011801988, "total_loss": 0.8672605596948415}
{"data_time": 0.017757632303982973, "eta_seconds": 235581.1718390882, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.34824656119431013, "fast_rcnn/fg_cls_accuracy": 0.5867376629422718, "iteration": 33039, "loss_box_reg": 0.21843750961124897, "loss_cls": 0.19652750249952078, "loss_mask": 0.25607685931026936, "loss_rpn_cls": 0.0372001196956262, "loss_rpn_loc": 0.06060312339104712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844171412831188, "mask_rcnn/false_negative": 0.09280979234675951, "mask_rcnn/false_positive": 0.12448404451287903, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.011798169463873, "total_loss": 0.7612103963037953}
{"data_time": 0.01786626107059419, "eta_seconds": 235468.24936131947, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.38915424751525046, "fast_rcnn/fg_cls_accuracy": 0.5676541516928315, "iteration": 33059, "loss_box_reg": 0.23562188725918531, "loss_cls": 0.20858460385352373, "loss_mask": 0.2593900114297867, "loss_rpn_cls": 0.036802735179662704, "loss_rpn_loc": 0.05308317905291915, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758630038391944, "mask_rcnn/false_negative": 0.10893027284075879, "mask_rcnn/false_positive": 0.13401072853155557, "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": 0.9946959293447435, "total_loss": 0.8084716135635972}
{"data_time": 0.02510648826137185, "eta_seconds": 235175.06810007617, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35154061624649857, "fast_rcnn/fg_cls_accuracy": 0.6386554621848739, "iteration": 33079, "loss_box_reg": 0.2349083013832569, "loss_cls": 0.20303752832114697, "loss_mask": 0.25059729628264904, "loss_rpn_cls": 0.03870854794513434, "loss_rpn_loc": 0.08417157281655818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822233714010225, "mask_rcnn/false_negative": 0.08274618157051734, "mask_rcnn/false_positive": 0.1184071643648298, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9792585400864482, "total_loss": 0.8256377883953974}
{"data_time": 0.01572757912799716, "eta_seconds": 235232.97628120054, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33072512558849054, "fast_rcnn/fg_cls_accuracy": 0.6366516516516516, "iteration": 33099, "loss_box_reg": 0.24746301770210266, "loss_cls": 0.21160656958818436, "loss_mask": 0.2595185413956642, "loss_rpn_cls": 0.04618986905552447, "loss_rpn_loc": 0.06787345558404922, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840169391620285, "mask_rcnn/false_negative": 0.10669741681912051, "mask_rcnn/false_positive": 0.1259314826303095, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.008689664537087, "total_loss": 0.8562202136963606}
{"data_time": 0.01453686598688364, "eta_seconds": 235180.7464435883, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3434713779128673, "fast_rcnn/fg_cls_accuracy": 0.6050595238095238, "iteration": 33119, "loss_box_reg": 0.22404333855956793, "loss_cls": 0.1871961820870638, "loss_mask": 0.2639116272330284, "loss_rpn_cls": 0.037619723472744226, "loss_rpn_loc": 0.06655285554006696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793582472140735, "mask_rcnn/false_negative": 0.09310226703168399, "mask_rcnn/false_positive": 0.1470217939761277, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.987301541492343, "total_loss": 0.7821040998678654}
{"data_time": 0.02871382632292807, "eta_seconds": 235207.2863701498, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.42748649043376663, "fast_rcnn/fg_cls_accuracy": 0.5125234767665554, "iteration": 33139, "loss_box_reg": 0.2368559744209051, "loss_cls": 0.21640621032565832, "loss_mask": 0.27220423333346844, "loss_rpn_cls": 0.04412847151979804, "loss_rpn_loc": 0.08570599288213998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771530440146997, "mask_rcnn/false_negative": 0.11139642309614493, "mask_rcnn/false_positive": 0.13583922704955886, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.031850494677201, "total_loss": 0.8378360781352967}
{"data_time": 0.015865513356402516, "eta_seconds": 235305.1749540586, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3631246296662058, "fast_rcnn/fg_cls_accuracy": 0.6149911119889394, "iteration": 33159, "loss_box_reg": 0.22357487119734287, "loss_cls": 0.20406178385019302, "loss_mask": 0.2458528894931078, "loss_rpn_cls": 0.039105431525968015, "loss_rpn_loc": 0.07484288956038654, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921013615991548, "mask_rcnn/false_negative": 0.10204492683802745, "mask_rcnn/false_positive": 0.11574881289745165, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9941856821533293, "total_loss": 0.8165821487782523}
{"data_time": 0.016166082583367825, "eta_seconds": 235153.53922715876, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.341037387505789, "fast_rcnn/fg_cls_accuracy": 0.6236774378038319, "iteration": 33179, "loss_box_reg": 0.24759643338620663, "loss_cls": 0.21461319364607334, "loss_mask": 0.2527473885565996, "loss_rpn_cls": 0.04429862694814801, "loss_rpn_loc": 0.09722840785980225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884110221874848, "mask_rcnn/false_negative": 0.0859347455979667, "mask_rcnn/false_positive": 0.12831199563410897, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9784059196244925, "total_loss": 0.8848062140168622}
{"data_time": 0.01944391499273479, "eta_seconds": 235147.70502597094, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3661113462606809, "fast_rcnn/fg_cls_accuracy": 0.5966581557082199, "iteration": 33199, "loss_box_reg": 0.246501587331295, "loss_cls": 0.20415868796408176, "loss_mask": 0.26094422303140163, "loss_rpn_cls": 0.045821637264452875, "loss_rpn_loc": 0.08792678033933043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857415431339566, "mask_rcnn/false_negative": 0.09081255198669698, "mask_rcnn/false_positive": 0.1355712835266246, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 206.625, "rpn/num_pos_anchors": 49.375, "time": 1.003233682597056, "total_loss": 0.8521866630762815}
{"data_time": 0.02114689745940268, "eta_seconds": 235101.1866405839, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.34878516624040923, "fast_rcnn/fg_cls_accuracy": 0.613927265339293, "iteration": 33219, "loss_box_reg": 0.22644597478210926, "loss_cls": 0.18347137607634068, "loss_mask": 0.25627071782946587, "loss_rpn_cls": 0.04427641024813056, "loss_rpn_loc": 0.08444660902023315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906282998613604, "mask_rcnn/false_negative": 0.08381481132003646, "mask_rcnn/false_positive": 0.14432796834002865, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.989530494203791, "total_loss": 0.7956781646353193}
{"data_time": 0.0168877684045583, "eta_seconds": 235187.82908488065, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.35358978610512354, "fast_rcnn/fg_cls_accuracy": 0.6089171974522293, "iteration": 33239, "loss_box_reg": 0.2195581067353487, "loss_cls": 0.18452971056103706, "loss_mask": 0.2657256443053484, "loss_rpn_cls": 0.030840187973808497, "loss_rpn_loc": 0.06557993323076516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911413392121538, "mask_rcnn/false_negative": 0.0993175888921127, "mask_rcnn/false_positive": 0.11977644651873157, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 1.0339065645821393, "total_loss": 0.7592757453676313}
{"data_time": 0.015435158973559737, "eta_seconds": 235269.49165948667, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.35410930758167247, "fast_rcnn/fg_cls_accuracy": 0.6023550724637681, "iteration": 33259, "loss_box_reg": 0.23213489539921284, "loss_cls": 0.21212533861398697, "loss_mask": 0.25868101231753826, "loss_rpn_cls": 0.045120079652406275, "loss_rpn_loc": 0.088041125331074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924407848659001, "mask_rcnn/false_negative": 0.10657806538846426, "mask_rcnn/false_positive": 0.11532298018343308, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0369675438851118, "total_loss": 0.835376879083924}
{"data_time": 0.018689774442464113, "eta_seconds": 235249.6158893034, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3247656813266042, "fast_rcnn/fg_cls_accuracy": 0.6215201060539107, "iteration": 33279, "loss_box_reg": 0.2578914640471339, "loss_cls": 0.2171036535874009, "loss_mask": 0.26989913173019886, "loss_rpn_cls": 0.042630743933841586, "loss_rpn_loc": 0.09317818167619407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859246768882991, "mask_rcnn/false_negative": 0.1037842457489592, "mask_rcnn/false_positive": 0.1313552697910368, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9619410142768174, "total_loss": 0.8882422759197652}
{"data_time": 0.02169106132350862, "eta_seconds": 235299.48801139835, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.35429292929292927, "fast_rcnn/fg_cls_accuracy": 0.615422322775264, "iteration": 33299, "loss_box_reg": 0.24797993153333664, "loss_cls": 0.20874974317848682, "loss_mask": 0.25747064501047134, "loss_rpn_cls": 0.04312946123536676, "loss_rpn_loc": 0.07911617564968765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940500456847127, "mask_rcnn/false_negative": 0.10301930747611264, "mask_rcnn/false_positive": 0.10548267784568754, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0093756751157343, "total_loss": 0.8789722414221615}
{"data_time": 0.01824289560317993, "eta_seconds": 235279.60634785704, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3058899219657978, "fast_rcnn/fg_cls_accuracy": 0.6724500525762356, "iteration": 33319, "loss_box_reg": 0.2444912139326334, "loss_cls": 0.2042284570634365, "loss_mask": 0.25411926582455635, "loss_rpn_cls": 0.03783885610755533, "loss_rpn_loc": 0.07151846727356315, "lr": 0.0001, "mask_rcnn/accuracy": 0.900420203758036, "mask_rcnn/false_negative": 0.08735132513326069, "mask_rcnn/false_positive": 0.12469094788878768, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9908125603105873, "total_loss": 0.825659912195988}
{"data_time": 0.0141113658901304, "eta_seconds": 235491.57335285563, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3362573099415205, "fast_rcnn/fg_cls_accuracy": 0.650910931174089, "iteration": 33339, "loss_box_reg": 0.24006243236362934, "loss_cls": 0.2182359155267477, "loss_mask": 0.26978414319455624, "loss_rpn_cls": 0.03715729748364538, "loss_rpn_loc": 0.08209164993604645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942661470681733, "mask_rcnn/false_negative": 0.08883996462477885, "mask_rcnn/false_positive": 0.12918956226504746, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.029084837064147, "total_loss": 0.8492888911860064}
{"data_time": 0.029647588031366467, "eta_seconds": 235471.67209591717, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3869520759376447, "fast_rcnn/fg_cls_accuracy": 0.5850678949381614, "iteration": 33359, "loss_box_reg": 0.26475171744823456, "loss_cls": 0.21735510602593422, "loss_mask": 0.2666207756847143, "loss_rpn_cls": 0.037146871676668525, "loss_rpn_loc": 0.08148922701366246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809071730901337, "mask_rcnn/false_negative": 0.10358017812447487, "mask_rcnn/false_positive": 0.13775874121445442, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0062093334272504, "total_loss": 0.8778940143529326}
{"data_time": 0.013955172384157777, "eta_seconds": 235675.23762548342, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3367122933884298, "fast_rcnn/fg_cls_accuracy": 0.6118920972644377, "iteration": 33379, "loss_box_reg": 0.24832476675510406, "loss_cls": 0.2103114053606987, "loss_mask": 0.2675650380551815, "loss_rpn_cls": 0.04270655591972172, "loss_rpn_loc": 0.08160184137523174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906116661391106, "mask_rcnn/false_negative": 0.0861350530566159, "mask_rcnn/false_positive": 0.13868329576840338, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0020371705759317, "total_loss": 0.8860379426041618}
{"data_time": 0.02119778306223452, "eta_seconds": 235703.45727060921, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3508409785932721, "fast_rcnn/fg_cls_accuracy": 0.5892857142857142, "iteration": 33399, "loss_box_reg": 0.2515528406947851, "loss_cls": 0.21422352641820908, "loss_mask": 0.27262886613607407, "loss_rpn_cls": 0.03890683292411268, "loss_rpn_loc": 0.07727027824148536, "lr": 0.0001, "mask_rcnn/accuracy": 0.885305010668235, "mask_rcnn/false_negative": 0.08870105990025909, "mask_rcnn/false_positive": 0.132829166537317, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.0097110201604664, "total_loss": 0.8648264722432941}
{"data_time": 0.024264062754809856, "eta_seconds": 235720.286025214, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3447983159038436, "fast_rcnn/fg_cls_accuracy": 0.6383914252111622, "iteration": 33419, "loss_box_reg": 0.24152168445289135, "loss_cls": 0.21854341588914394, "loss_mask": 0.2648343965411186, "loss_rpn_cls": 0.04094039590563625, "loss_rpn_loc": 0.07755440846085548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840677685694549, "mask_rcnn/false_negative": 0.10823796012148423, "mask_rcnn/false_positive": 0.12025825859116257, "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": 1.001298940507695, "total_loss": 0.8751531463349238}
{"data_time": 0.015212893253192306, "eta_seconds": 235404.06182551757, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.35787592008412195, "fast_rcnn/fg_cls_accuracy": 0.6124453037549609, "iteration": 33439, "loss_box_reg": 0.2516316995024681, "loss_cls": 0.20500795170664787, "loss_mask": 0.2632694188505411, "loss_rpn_cls": 0.04095267504453659, "loss_rpn_loc": 0.0731254427228123, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810801270049304, "mask_rcnn/false_negative": 0.08798569561417494, "mask_rcnn/false_positive": 0.1410081597357571, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9762814734131098, "total_loss": 0.828664974309504}
{"data_time": 0.02809937600977719, "eta_seconds": 235676.05830533896, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36185766096745325, "fast_rcnn/fg_cls_accuracy": 0.6054013963552007, "iteration": 33459, "loss_box_reg": 0.22896545752882957, "loss_cls": 0.20830924017354846, "loss_mask": 0.27066986449062824, "loss_rpn_cls": 0.04039715905673802, "loss_rpn_loc": 0.07078778767026961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825503935622578, "mask_rcnn/false_negative": 0.10668918650847298, "mask_rcnn/false_positive": 0.14675326347946693, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9991867891512811, "total_loss": 0.8379475647816435}
{"data_time": 0.016619516536593437, "eta_seconds": 235275.8558422979, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33038101604278075, "fast_rcnn/fg_cls_accuracy": 0.6143892339544514, "iteration": 33479, "loss_box_reg": 0.21994369477033615, "loss_cls": 0.2018081983551383, "loss_mask": 0.2594936341047287, "loss_rpn_cls": 0.04372108913958073, "loss_rpn_loc": 0.09094288991764188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930517829875633, "mask_rcnn/false_negative": 0.0856165158221299, "mask_rcnn/false_positive": 0.13254823965933843, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9939883234910667, "total_loss": 0.8148849948775023}
{"data_time": 0.014302459545433521, "eta_seconds": 235199.27379488945, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3812740933050114, "fast_rcnn/fg_cls_accuracy": 0.602568283734203, "iteration": 33499, "loss_box_reg": 0.19413099344819784, "loss_cls": 0.17357136961072683, "loss_mask": 0.24109335988759995, "loss_rpn_cls": 0.04587820079177618, "loss_rpn_loc": 0.077129774261266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846899224806202, "mask_rcnn/false_negative": 0.10142075446067253, "mask_rcnn/false_positive": 0.1141649483075439, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9647781660314649, "total_loss": 0.7427667998708785}
{"data_time": 0.01991716749034822, "eta_seconds": 235324.4527413696, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32029064848454686, "fast_rcnn/fg_cls_accuracy": 0.6451693357836703, "iteration": 33519, "loss_box_reg": 0.24296117946505547, "loss_cls": 0.20635371562093496, "loss_mask": 0.25762635469436646, "loss_rpn_cls": 0.04254645528271794, "loss_rpn_loc": 0.08252344583161175, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762155488107277, "mask_rcnn/false_negative": 0.110860479684983, "mask_rcnn/false_positive": 0.13823889504748638, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0143963408190757, "total_loss": 0.839817754458636}
{"data_time": 0.02319681691005826, "eta_seconds": 235691.41001403797, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3553492673210983, "fast_rcnn/fg_cls_accuracy": 0.6207235142118863, "iteration": 33539, "loss_box_reg": 0.2439539898186922, "loss_cls": 0.20993108209222555, "loss_mask": 0.2546106744557619, "loss_rpn_cls": 0.0401681512594223, "loss_rpn_loc": 0.08405821188353002, "lr": 0.0001, "mask_rcnn/accuracy": 0.902303565180085, "mask_rcnn/false_negative": 0.08100072564985879, "mask_rcnn/false_positive": 0.12110277624243035, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.036639860831201, "total_loss": 0.8417317550629377}
{"data_time": 0.022423366084694862, "eta_seconds": 235681.476317551, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3652340405659937, "fast_rcnn/fg_cls_accuracy": 0.5802202105569925, "iteration": 33559, "loss_box_reg": 0.24740405194461346, "loss_cls": 0.2020064126700163, "loss_mask": 0.2588839456439018, "loss_rpn_cls": 0.048288354417309165, "loss_rpn_loc": 0.08202252443879843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817083774694019, "mask_rcnn/false_negative": 0.0958035339875575, "mask_rcnn/false_positive": 0.12314056036393009, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.042239309521392, "total_loss": 0.8509580859681591}
{"data_time": 0.018883152632042766, "eta_seconds": 235699.9217836326, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3630269704111024, "fast_rcnn/fg_cls_accuracy": 0.625558867362146, "iteration": 33579, "loss_box_reg": 0.25425346940755844, "loss_cls": 0.2040624781511724, "loss_mask": 0.2587783057242632, "loss_rpn_cls": 0.03753782669082284, "loss_rpn_loc": 0.09001592267304659, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831145358400998, "mask_rcnn/false_negative": 0.10471484275201258, "mask_rcnn/false_positive": 0.1256513407498976, "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": 1.040644931141287, "total_loss": 0.8633016953244805}
{"data_time": 0.029740080004557967, "eta_seconds": 235779.65459637344, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.3713681865348227, "fast_rcnn/fg_cls_accuracy": 0.5959937114459677, "iteration": 33599, "loss_box_reg": 0.25829119235277176, "loss_cls": 0.22567841690033674, "loss_mask": 0.27323703095316887, "loss_rpn_cls": 0.04298712266609073, "loss_rpn_loc": 0.0972397536970675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784130621856514, "mask_rcnn/false_negative": 0.11398070081522718, "mask_rcnn/false_positive": 0.14727114949252113, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0082000498659909, "total_loss": 0.9068269132403657}
{"data_time": 0.013287222478538752, "eta_seconds": 235638.7302310951, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3347832538813971, "fast_rcnn/fg_cls_accuracy": 0.6045857988165682, "iteration": 33619, "loss_box_reg": 0.22493726387619972, "loss_cls": 0.1850345879793167, "loss_mask": 0.2555709481239319, "loss_rpn_cls": 0.03945051017217338, "loss_rpn_loc": 0.061414402443915606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864387569821507, "mask_rcnn/false_negative": 0.10265542538263238, "mask_rcnn/false_positive": 0.12192274933993966, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9615431171841919, "total_loss": 0.8026682583149523}
{"data_time": 0.01653904072009027, "eta_seconds": 235739.75956175476, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3533657706265857, "fast_rcnn/fg_cls_accuracy": 0.6269470404984423, "iteration": 33639, "loss_box_reg": 0.23155492171645164, "loss_cls": 0.1981461476534605, "loss_mask": 0.2676788419485092, "loss_rpn_cls": 0.041121274465695024, "loss_rpn_loc": 0.08316510380245745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867497488931644, "mask_rcnn/false_negative": 0.10516885089610598, "mask_rcnn/false_positive": 0.1254006526001901, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.000027007656172, "total_loss": 0.8214704389683902}
{"data_time": 0.019327735994011164, "eta_seconds": 235816.87996020075, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.340006460930374, "fast_rcnn/fg_cls_accuracy": 0.6205273325895895, "iteration": 33659, "loss_box_reg": 0.2297251559793949, "loss_cls": 0.19844378251582384, "loss_mask": 0.25961022078990936, "loss_rpn_cls": 0.03987467708066106, "loss_rpn_loc": 0.07119999267160892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952295146007198, "mask_rcnn/false_negative": 0.07822504604744206, "mask_rcnn/false_positive": 0.11782176747105726, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0100840094964951, "total_loss": 0.8225734354928136}
{"data_time": 0.016905835131183267, "eta_seconds": 235812.38655213267, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.41022217474898526, "fast_rcnn/fg_cls_accuracy": 0.5599774970963995, "iteration": 33679, "loss_box_reg": 0.24423504434525967, "loss_cls": 0.19706647377461195, "loss_mask": 0.2616613619029522, "loss_rpn_cls": 0.042884983122348785, "loss_rpn_loc": 0.09574137208983302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820440855321944, "mask_rcnn/false_negative": 0.09307572753741751, "mask_rcnn/false_positive": 0.14350647161335106, "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": 1.021642500301823, "total_loss": 0.8419805058510974}
{"data_time": 0.015945816645398736, "eta_seconds": 235972.18536355067, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.36700136147038803, "fast_rcnn/fg_cls_accuracy": 0.5851769911504425, "iteration": 33699, "loss_box_reg": 0.24199303798377514, "loss_cls": 0.20654617622494698, "loss_mask": 0.24463485181331635, "loss_rpn_cls": 0.04297799663618207, "loss_rpn_loc": 0.08240486867725849, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859444797974515, "mask_rcnn/false_negative": 0.09027652066790938, "mask_rcnn/false_positive": 0.1303239827236425, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0212339728605002, "total_loss": 0.8135043235961348}
{"data_time": 0.021516911452636123, "eta_seconds": 236242.48774752952, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.36270915991029845, "fast_rcnn/fg_cls_accuracy": 0.606012284431845, "iteration": 33719, "loss_box_reg": 0.23177122604101896, "loss_cls": 0.19406816456466913, "loss_mask": 0.25834375619888306, "loss_rpn_cls": 0.03889082255773246, "loss_rpn_loc": 0.09377014404162765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815938477907745, "mask_rcnn/false_negative": 0.0969487217084215, "mask_rcnn/false_positive": 0.12914175016712176, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0042899821419269, "total_loss": 0.8000645018182695}
{"data_time": 0.024182723369449377, "eta_seconds": 236054.0651945863, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3143751316541783, "fast_rcnn/fg_cls_accuracy": 0.6436510857563489, "iteration": 33739, "loss_box_reg": 0.2206159047782421, "loss_cls": 0.18426033295691013, "loss_mask": 0.2605349514633417, "loss_rpn_cls": 0.037378228502348065, "loss_rpn_loc": 0.06923123099841177, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938433683132343, "mask_rcnn/false_negative": 0.09371357375024397, "mask_rcnn/false_positive": 0.11456994855762198, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0013620685786009, "total_loss": 0.7794287162832916}
{"data_time": 0.023821184877306223, "eta_seconds": 236107.1726498194, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.33818289420148695, "fast_rcnn/fg_cls_accuracy": 0.6384812118827463, "iteration": 33759, "loss_box_reg": 0.2588453833013773, "loss_cls": 0.21007082238793373, "loss_mask": 0.2596491165459156, "loss_rpn_cls": 0.04007373983040452, "loss_rpn_loc": 0.09387853601947427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917764969556038, "mask_rcnn/false_negative": 0.09227779137645226, "mask_rcnn/false_positive": 0.11277256167906848, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0051144000608474, "total_loss": 0.8706965638557449}
{"data_time": 0.021902380511164665, "eta_seconds": 236182.49727324117, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.28406746754034706, "fast_rcnn/fg_cls_accuracy": 0.7016761577307402, "iteration": 33779, "loss_box_reg": 0.20511916652321815, "loss_cls": 0.1958670224994421, "loss_mask": 0.250900462269783, "loss_rpn_cls": 0.04084100550971925, "loss_rpn_loc": 0.08409400028176606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956968204629658, "mask_rcnn/false_negative": 0.09335952033392286, "mask_rcnn/false_positive": 0.1081138474070647, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0421211139764637, "total_loss": 0.7688231214415282}
{"data_time": 0.01839029206894338, "eta_seconds": 236299.2693190463, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.369033890704081, "fast_rcnn/fg_cls_accuracy": 0.5849808981103921, "iteration": 33799, "loss_box_reg": 0.24076220765709877, "loss_cls": 0.22383658774197102, "loss_mask": 0.2679829765111208, "loss_rpn_cls": 0.04282517277169973, "loss_rpn_loc": 0.07754382165148854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878155779731782, "mask_rcnn/false_negative": 0.0988538309983989, "mask_rcnn/false_positive": 0.13701350033517173, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0046802815049887, "total_loss": 0.877540540532209}
{"data_time": 0.0237758734729141, "eta_seconds": 236394.95199667756, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.33831755593803786, "fast_rcnn/fg_cls_accuracy": 0.6417878528656973, "iteration": 33819, "loss_box_reg": 0.23583660647273064, "loss_cls": 0.2148654442280531, "loss_mask": 0.25521818920969963, "loss_rpn_cls": 0.04346002696547657, "loss_rpn_loc": 0.07557332282885909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840331687321895, "mask_rcnn/false_negative": 0.09371192903938032, "mask_rcnn/false_positive": 0.12189775245366193, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0169127495028079, "total_loss": 0.831682477844879}
{"data_time": 0.01673019351437688, "eta_seconds": 236302.79832422733, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.40913850790488593, "fast_rcnn/fg_cls_accuracy": 0.563627099913169, "iteration": 33839, "loss_box_reg": 0.23009394574910402, "loss_cls": 0.19656138494610786, "loss_mask": 0.2682557161897421, "loss_rpn_cls": 0.042005288414657116, "loss_rpn_loc": 0.0770554393529892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8761029867062958, "mask_rcnn/false_negative": 0.1072460741943654, "mask_rcnn/false_positive": 0.13418849007867584, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9731541599612683, "total_loss": 0.8154243702301756}
{"data_time": 0.015530747827142477, "eta_seconds": 236354.9155919021, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32258833664066944, "fast_rcnn/fg_cls_accuracy": 0.6237854916050384, "iteration": 33859, "loss_box_reg": 0.24657593481242657, "loss_cls": 0.20853300672024488, "loss_mask": 0.2627633661031723, "loss_rpn_cls": 0.036816314910538495, "loss_rpn_loc": 0.09569553262554109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981988683976924, "mask_rcnn/false_negative": 0.08984341285585404, "mask_rcnn/false_positive": 0.10020410942335291, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.021934816148132, "total_loss": 0.8417493934975937}
{"data_time": 0.016892080660909414, "eta_seconds": 236375.16585932113, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.30192924063116366, "fast_rcnn/fg_cls_accuracy": 0.6228690777625825, "iteration": 33879, "loss_box_reg": 0.24799571093171835, "loss_cls": 0.22121788002550602, "loss_mask": 0.2615223117172718, "loss_rpn_cls": 0.05533627071417868, "loss_rpn_loc": 0.09767110738903284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913069973528858, "mask_rcnn/false_negative": 0.09239433981575917, "mask_rcnn/false_positive": 0.1168251450888487, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 0.9992712375242263, "total_loss": 0.8668429586105049}
{"data_time": 0.021525617223232985, "eta_seconds": 236404.61809972767, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3522624620185596, "fast_rcnn/fg_cls_accuracy": 0.601746632996633, "iteration": 33899, "loss_box_reg": 0.22453415673226118, "loss_cls": 0.19783645123243332, "loss_mask": 0.2554193679243326, "loss_rpn_cls": 0.043069751700386405, "loss_rpn_loc": 0.09485165006481111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891584202102625, "mask_rcnn/false_negative": 0.09332409170756124, "mask_rcnn/false_positive": 0.12185015744723848, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9922454128973186, "total_loss": 0.7978567688260227}
{"data_time": 0.021446394035592675, "eta_seconds": 236273.15300235525, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3438015077413602, "fast_rcnn/fg_cls_accuracy": 0.6374587724237792, "iteration": 33919, "loss_box_reg": 0.23948152549564838, "loss_cls": 0.19648832082748413, "loss_mask": 0.25875161960721016, "loss_rpn_cls": 0.04318196722306311, "loss_rpn_loc": 0.08211176376789808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898353984450924, "mask_rcnn/false_negative": 0.08051470851480771, "mask_rcnn/false_positive": 0.12546662973527745, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9740342565346509, "total_loss": 0.8127186915371567}
{"data_time": 0.016147761372849345, "eta_seconds": 236315.10101961438, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35913221545446816, "fast_rcnn/fg_cls_accuracy": 0.6170501606160328, "iteration": 33939, "loss_box_reg": 0.25519404374063015, "loss_cls": 0.21955802664160728, "loss_mask": 0.2637368254363537, "loss_rpn_cls": 0.04887825855985284, "loss_rpn_loc": 0.08983429847285151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794980889367157, "mask_rcnn/false_negative": 0.09718477178777138, "mask_rcnn/false_positive": 0.1377697417609296, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9826741248834878, "total_loss": 0.868899505585432}
{"data_time": 0.013506161980330944, "eta_seconds": 236254.82457996346, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3496315789473684, "fast_rcnn/fg_cls_accuracy": 0.619396551724138, "iteration": 33959, "loss_box_reg": 0.23382591642439365, "loss_cls": 0.19905892200767994, "loss_mask": 0.25572239235043526, "loss_rpn_cls": 0.04142140259500593, "loss_rpn_loc": 0.0804174654185772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961822319144177, "mask_rcnn/false_negative": 0.09064930746606153, "mask_rcnn/false_positive": 0.126842751360976, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9585094996728003, "total_loss": 0.8230980812804773}
{"data_time": 0.014546837192028761, "eta_seconds": 236356.42623902764, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3909814323607427, "fast_rcnn/fg_cls_accuracy": 0.5919964372057513, "iteration": 33979, "loss_box_reg": 0.24331384897232056, "loss_cls": 0.2304290160536766, "loss_mask": 0.26353796012699604, "loss_rpn_cls": 0.04711849149316549, "loss_rpn_loc": 0.08785970066674054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899124736101337, "mask_rcnn/false_negative": 0.09176439605823158, "mask_rcnn/false_positive": 0.12551787712854756, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9992523726541549, "total_loss": 0.8807064486900344}
{"data_time": 0.01662939158268273, "eta_seconds": 236610.35674903542, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.31676362522963875, "fast_rcnn/fg_cls_accuracy": 0.6214316386121608, "iteration": 33999, "loss_box_reg": 0.24277912452816963, "loss_cls": 0.2128690117970109, "loss_mask": 0.24907859601080418, "loss_rpn_cls": 0.04378274572081864, "loss_rpn_loc": 0.06789781432598829, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981848965301416, "mask_rcnn/false_negative": 0.08543383302107355, "mask_rcnn/false_positive": 0.1034141010444718, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0301000904291868, "total_loss": 0.8226694038603455}
{"data_time": 0.012846697121858597, "eta_seconds": 236570.9888012102, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26102941176470584, "fast_rcnn/fg_cls_accuracy": 0.6912689393939394, "iteration": 34019, "loss_box_reg": 0.23249378241598606, "loss_cls": 0.18792175687849522, "loss_mask": 0.25574216805398464, "loss_rpn_cls": 0.03998769598547369, "loss_rpn_loc": 0.0717704868875444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887137465816561, "mask_rcnn/false_negative": 0.08380175517854967, "mask_rcnn/false_positive": 0.1318972692912683, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0051659278105944, "total_loss": 0.8035462445113808}
{"data_time": 0.018266539089381695, "eta_seconds": 236214.99295343645, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3212374902353825, "fast_rcnn/fg_cls_accuracy": 0.6434058025907128, "iteration": 34039, "loss_box_reg": 0.24717598594725132, "loss_cls": 0.20386177394539118, "loss_mask": 0.26318094693124294, "loss_rpn_cls": 0.04768178192898631, "loss_rpn_loc": 0.07911584968678653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859577329910594, "mask_rcnn/false_negative": 0.09180969772306699, "mask_rcnn/false_positive": 0.13415242180005277, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9487553187645972, "total_loss": 0.8444906503427774}
{"data_time": 0.016888743499293923, "eta_seconds": 236194.97134020086, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.37719643325465513, "fast_rcnn/fg_cls_accuracy": 0.5999027710257656, "iteration": 34059, "loss_box_reg": 0.23327348660677671, "loss_cls": 0.19076169468462467, "loss_mask": 0.24884805642068386, "loss_rpn_cls": 0.04492915910668671, "loss_rpn_loc": 0.08633785648271441, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921406429894096, "mask_rcnn/false_negative": 0.09303691139370246, "mask_rcnn/false_positive": 0.11623569777721805, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9965490191243589, "total_loss": 0.7758449830580503}
{"data_time": 0.0266749516595155, "eta_seconds": 236298.6604705453, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.36437688282860314, "fast_rcnn/fg_cls_accuracy": 0.6105914942154147, "iteration": 34079, "loss_box_reg": 0.25456819124519825, "loss_cls": 0.21714568883180618, "loss_mask": 0.2717370092868805, "loss_rpn_cls": 0.048576744040474296, "loss_rpn_loc": 0.09174070972949266, "lr": 0.0001, "mask_rcnn/accuracy": 0.889225073670021, "mask_rcnn/false_negative": 0.10368435675023507, "mask_rcnn/false_positive": 0.11728103126263026, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9880453664809465, "total_loss": 0.9013954070396721}
{"data_time": 0.014928679447621107, "eta_seconds": 236154.9281137297, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.4070888589916074, "fast_rcnn/fg_cls_accuracy": 0.5721228384019081, "iteration": 34099, "loss_box_reg": 0.238163061439991, "loss_cls": 0.2041738871484995, "loss_mask": 0.2541495971381664, "loss_rpn_cls": 0.04200716549530625, "loss_rpn_loc": 0.08518491173163056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883802032717849, "mask_rcnn/false_negative": 0.10181957432716768, "mask_rcnn/false_positive": 0.12955228172741312, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9806103170849383, "total_loss": 0.859182070591487}
{"data_time": 0.01661125454120338, "eta_seconds": 236047.77972842567, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3697047640348915, "fast_rcnn/fg_cls_accuracy": 0.6006307058015117, "iteration": 34119, "loss_box_reg": 0.2301671151071787, "loss_cls": 0.19857853092253208, "loss_mask": 0.25698075257241726, "loss_rpn_cls": 0.0441829664632678, "loss_rpn_loc": 0.08008440112462267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895509065695244, "mask_rcnn/false_negative": 0.0835855822056519, "mask_rcnn/false_positive": 0.1344962487118884, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.971323071513325, "total_loss": 0.8067613240564242}
{"data_time": 0.018566766055300832, "eta_seconds": 235976.62451467942, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.36863136863136864, "fast_rcnn/fg_cls_accuracy": 0.5893095879477203, "iteration": 34139, "loss_box_reg": 0.24766746535897255, "loss_cls": 0.1949450271204114, "loss_mask": 0.266606530174613, "loss_rpn_cls": 0.045988628175109625, "loss_rpn_loc": 0.07389111269731075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847135812834276, "mask_rcnn/false_negative": 0.0986681288337605, "mask_rcnn/false_positive": 0.12901828343482485, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.994544189888984, "total_loss": 0.8318327780580148}
{"data_time": 0.014797020005062222, "eta_seconds": 235964.47861768305, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.40283269664678417, "fast_rcnn/fg_cls_accuracy": 0.5558421890240772, "iteration": 34159, "loss_box_reg": 0.26761525496840477, "loss_cls": 0.2154520098119974, "loss_mask": 0.2572496775537729, "loss_rpn_cls": 0.04246508644428104, "loss_rpn_loc": 0.10004588682204485, "lr": 0.0001, "mask_rcnn/accuracy": 0.876745131446599, "mask_rcnn/false_negative": 0.11160387598041888, "mask_rcnn/false_positive": 0.13258742738413587, "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": 1.0036088346969336, "total_loss": 0.8893744996748865}
{"data_time": 0.018890140345320106, "eta_seconds": 235939.064365644, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.403448275862069, "fast_rcnn/fg_cls_accuracy": 0.564314883863574, "iteration": 34179, "loss_box_reg": 0.2380840089172125, "loss_cls": 0.20344356540590525, "loss_mask": 0.26317888870835304, "loss_rpn_cls": 0.03853104333393276, "loss_rpn_loc": 0.06584402569569647, "lr": 0.0001, "mask_rcnn/accuracy": 0.882657560715856, "mask_rcnn/false_negative": 0.10789318244076516, "mask_rcnn/false_positive": 0.14727256976636646, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9787462181411684, "total_loss": 0.8217102483613417}
{"data_time": 0.019014957826584578, "eta_seconds": 235711.7626936175, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.33429852419204187, "fast_rcnn/fg_cls_accuracy": 0.6493919638939385, "iteration": 34199, "loss_box_reg": 0.22533224895596504, "loss_cls": 0.19517584145069122, "loss_mask": 0.25794410333037376, "loss_rpn_cls": 0.03886745683848858, "loss_rpn_loc": 0.06509138701949269, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886004401760704, "mask_rcnn/false_negative": 0.08296925184746778, "mask_rcnn/false_positive": 0.12989706047081004, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9876892329193652, "total_loss": 0.787542162113823}
{"data_time": 0.016376735409721732, "eta_seconds": 235510.30811625533, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.39178101978910873, "fast_rcnn/fg_cls_accuracy": 0.5845676063067368, "iteration": 34219, "loss_box_reg": 0.23837530799210072, "loss_cls": 0.219476368278265, "loss_mask": 0.24896088242530823, "loss_rpn_cls": 0.038432015338912606, "loss_rpn_loc": 0.06987401167862117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861155538242025, "mask_rcnn/false_negative": 0.0897143850998351, "mask_rcnn/false_positive": 0.13764754389812084, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9471665569581091, "total_loss": 0.8170582794118673}
{"data_time": 0.014303583651781082, "eta_seconds": 235227.82590558752, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.39190501289982527, "fast_rcnn/fg_cls_accuracy": 0.5587802587055668, "iteration": 34239, "loss_box_reg": 0.23164683766663074, "loss_cls": 0.20296621229499578, "loss_mask": 0.26058690436184406, "loss_rpn_cls": 0.04438704741187394, "loss_rpn_loc": 0.07485990296117961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936400849185115, "mask_rcnn/false_negative": 0.0915460911449005, "mask_rcnn/false_positive": 0.12766610246154597, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9761237069033086, "total_loss": 0.8372177390847355}
{"data_time": 0.022357556968927383, "eta_seconds": 235121.7307246523, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.36042500476462735, "fast_rcnn/fg_cls_accuracy": 0.5919307579612922, "iteration": 34259, "loss_box_reg": 0.2200903231278062, "loss_cls": 0.20327857695519924, "loss_mask": 0.25914209708571434, "loss_rpn_cls": 0.04595269728451967, "loss_rpn_loc": 0.07764396991115063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937935282270463, "mask_rcnn/false_negative": 0.0903521868083351, "mask_rcnn/false_positive": 0.11592883445928673, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0073410151526332, "total_loss": 0.8039468370843679}
{"data_time": 0.016866585006937385, "eta_seconds": 235187.91619640775, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3709204612077389, "fast_rcnn/fg_cls_accuracy": 0.6108512358512359, "iteration": 34279, "loss_box_reg": 0.24582091439515352, "loss_cls": 0.20795807987451553, "loss_mask": 0.26355232670903206, "loss_rpn_cls": 0.03755149943754077, "loss_rpn_loc": 0.07407098216935992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883150491675778, "mask_rcnn/false_negative": 0.08457778210818544, "mask_rcnn/false_positive": 0.14631588057118206, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0062816485296935, "total_loss": 0.84101682016626}
{"data_time": 0.0157080281060189, "eta_seconds": 235081.83563163038, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.33083475775492477, "fast_rcnn/fg_cls_accuracy": 0.6237028824833704, "iteration": 34299, "loss_box_reg": 0.25672631710767746, "loss_cls": 0.21577400248497725, "loss_mask": 0.250460147857666, "loss_rpn_cls": 0.04329403443261981, "loss_rpn_loc": 0.07363957306370139, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852725486275461, "mask_rcnn/false_negative": 0.09469255208697347, "mask_rcnn/false_positive": 0.1293832459792348, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9634858365170658, "total_loss": 0.847374927427154}
{"data_time": 0.027945044450461864, "eta_seconds": 235022.52960953861, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31194651218322067, "fast_rcnn/fg_cls_accuracy": 0.6602997296867547, "iteration": 34319, "loss_box_reg": 0.24623920023441315, "loss_cls": 0.21092769037932158, "loss_mask": 0.25360570289194584, "loss_rpn_cls": 0.0418154097860679, "loss_rpn_loc": 0.0780831933952868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919118181839949, "mask_rcnn/false_negative": 0.09840912618481093, "mask_rcnn/false_positive": 0.12040020163190032, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9864532076753676, "total_loss": 0.8402054911712185}
{"data_time": 0.016251227585598826, "eta_seconds": 234988.48657266237, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3338898851854142, "fast_rcnn/fg_cls_accuracy": 0.6417862145582766, "iteration": 34339, "loss_box_reg": 0.2516734581440687, "loss_cls": 0.21626739855855703, "loss_mask": 0.27160659432411194, "loss_rpn_cls": 0.039608403109014034, "loss_rpn_loc": 0.07126064831390977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898025811794609, "mask_rcnn/false_negative": 0.09861598559647933, "mask_rcnn/false_positive": 0.12050137899550493, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9962816231418401, "total_loss": 0.8309994218288921}
{"data_time": 0.020066705998033285, "eta_seconds": 234950.88990490884, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39329951633832727, "fast_rcnn/fg_cls_accuracy": 0.5717002042678951, "iteration": 34359, "loss_box_reg": 0.22854968532919884, "loss_cls": 0.2136797308921814, "loss_mask": 0.260347705334425, "loss_rpn_cls": 0.03537010448053479, "loss_rpn_loc": 0.06160576199181378, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792022676458086, "mask_rcnn/false_negative": 0.09926584318669582, "mask_rcnn/false_positive": 0.12887671024060612, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9932394761126488, "total_loss": 0.7833817331120372}
{"data_time": 0.020699174609035254, "eta_seconds": 234788.00611406565, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.33826262847146293, "fast_rcnn/fg_cls_accuracy": 0.6273339412218559, "iteration": 34379, "loss_box_reg": 0.23115086555480957, "loss_cls": 0.1978816520422697, "loss_mask": 0.24956626258790493, "loss_rpn_cls": 0.04433395713567734, "loss_rpn_loc": 0.06341776181943715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939818193622338, "mask_rcnn/false_negative": 0.09563465263973281, "mask_rcnn/false_positive": 0.12474017559004512, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9755573433358222, "total_loss": 0.790464784251526}
{"data_time": 0.016772655537351966, "eta_seconds": 234825.33581592143, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.33719742393959584, "fast_rcnn/fg_cls_accuracy": 0.6308195621172721, "iteration": 34399, "loss_box_reg": 0.23186273779720068, "loss_cls": 0.2073229206725955, "loss_mask": 0.25030906684696674, "loss_rpn_cls": 0.045192800695076585, "loss_rpn_loc": 0.07673021056689322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962601597684355, "mask_rcnn/false_negative": 0.0906914963197428, "mask_rcnn/false_positive": 0.11571671066283463, "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": 1.0187686304561794, "total_loss": 0.8122940540779382}
{"data_time": 0.019732676912099123, "eta_seconds": 234748.14735740423, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.5821882558797797, "iteration": 34419, "loss_box_reg": 0.22075880505144596, "loss_cls": 0.18876341544091702, "loss_mask": 0.25111534260213375, "loss_rpn_cls": 0.043602653313428164, "loss_rpn_loc": 0.05970661039464176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989752974305072, "mask_rcnn/false_negative": 0.0864624135672927, "mask_rcnn/false_positive": 0.12928251487235462, "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": 0.9890378450509161, "total_loss": 0.7538848589174449}
{"data_time": 0.01606713584624231, "eta_seconds": 234756.84830755927, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3674511753559837, "fast_rcnn/fg_cls_accuracy": 0.5815805928999801, "iteration": 34439, "loss_box_reg": 0.243239127099514, "loss_cls": 0.21447300352156162, "loss_mask": 0.2568102180957794, "loss_rpn_cls": 0.03608488827012479, "loss_rpn_loc": 0.06903411238454282, "lr": 0.0001, "mask_rcnn/accuracy": 0.8741365074493814, "mask_rcnn/false_negative": 0.10306600920624256, "mask_rcnn/false_positive": 0.1413899724739358, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9813745422288775, "total_loss": 0.8455122091108933}
{"data_time": 0.015996211441233754, "eta_seconds": 234589.24786225427, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3335290519877676, "fast_rcnn/fg_cls_accuracy": 0.6551418439716312, "iteration": 34459, "loss_box_reg": 0.2195355650037527, "loss_cls": 0.18127274326980114, "loss_mask": 0.26544848643243313, "loss_rpn_cls": 0.04425281845033169, "loss_rpn_loc": 0.0838020364753902, "lr": 0.0001, "mask_rcnn/accuracy": 0.890870538902311, "mask_rcnn/false_negative": 0.08511020969686472, "mask_rcnn/false_positive": 0.1289174733902272, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9861511073540896, "total_loss": 0.8210161998867989}
{"data_time": 0.016775312600657344, "eta_seconds": 234688.3592224121, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.4124939231891104, "fast_rcnn/fg_cls_accuracy": 0.5689661911276138, "iteration": 34479, "loss_box_reg": 0.23615723010152578, "loss_cls": 0.21054404322057962, "loss_mask": 0.25690461322665215, "loss_rpn_cls": 0.04966455604881048, "loss_rpn_loc": 0.09014551632571965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816643842110918, "mask_rcnn/false_negative": 0.09868920537769746, "mask_rcnn/false_positive": 0.13624448940721232, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.014187278226018, "total_loss": 0.8374592404579744}
{"data_time": 0.013999555492773652, "eta_seconds": 234776.421096758, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3292175360710322, "fast_rcnn/fg_cls_accuracy": 0.6200205546870476, "iteration": 34499, "loss_box_reg": 0.23541760444641113, "loss_cls": 0.1994691574946046, "loss_mask": 0.255061749368906, "loss_rpn_cls": 0.03495539724826813, "loss_rpn_loc": 0.06807261006906629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920788581867466, "mask_rcnn/false_negative": 0.09609395210878731, "mask_rcnn/false_positive": 0.12587821846890285, "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": 0.9991686635185033, "total_loss": 0.8235517002176493}
{"data_time": 0.01712613203562796, "eta_seconds": 234791.35781195015, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.36428724568668824, "fast_rcnn/fg_cls_accuracy": 0.6207710811466908, "iteration": 34519, "loss_box_reg": 0.24531896971166134, "loss_cls": 0.2202610820531845, "loss_mask": 0.26228681951761246, "loss_rpn_cls": 0.04358017258346081, "loss_rpn_loc": 0.0941818724386394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804859915409238, "mask_rcnn/false_negative": 0.09620615964703705, "mask_rcnn/false_positive": 0.1309067212016335, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0097606375347823, "total_loss": 0.9132675962755457}
{"data_time": 0.024211842101067305, "eta_seconds": 234628.57108742, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3747194163860831, "fast_rcnn/fg_cls_accuracy": 0.5876318401070877, "iteration": 34539, "loss_box_reg": 0.23563432041555643, "loss_cls": 0.20226937159895897, "loss_mask": 0.2558193691074848, "loss_rpn_cls": 0.039628026192076504, "loss_rpn_loc": 0.08158979564905167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770163449645892, "mask_rcnn/false_negative": 0.10877959648031968, "mask_rcnn/false_positive": 0.14658025128722957, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0045119372662157, "total_loss": 0.8133214220870286}
{"data_time": 0.013597414596006274, "eta_seconds": 234276.69547749683, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3939521711768408, "fast_rcnn/fg_cls_accuracy": 0.5965498765317058, "iteration": 34559, "loss_box_reg": 0.23630663566291332, "loss_cls": 0.20757116470485926, "loss_mask": 0.2582569532096386, "loss_rpn_cls": 0.04951969045214355, "loss_rpn_loc": 0.08717168867588043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8757828484310038, "mask_rcnn/false_negative": 0.10287594057868257, "mask_rcnn/false_positive": 0.1331452316776801, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9573323773220181, "total_loss": 0.8691838070517406}
{"data_time": 0.01995700248517096, "eta_seconds": 233885.4166111257, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3210140722472073, "fast_rcnn/fg_cls_accuracy": 0.6450435971329342, "iteration": 34579, "loss_box_reg": 0.2181568443775177, "loss_cls": 0.18821759056299925, "loss_mask": 0.26156673207879066, "loss_rpn_cls": 0.046615029918029904, "loss_rpn_loc": 0.08806400652974844, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927501127048318, "mask_rcnn/false_negative": 0.0953924753003984, "mask_rcnn/false_positive": 0.1328411777162507, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 234.875, "rpn/num_pos_anchors": 21.125, "time": 0.9875818260479718, "total_loss": 0.8167148781940341}
{"data_time": 0.014336318708956242, "eta_seconds": 233638.71353971772, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3100759534583064, "fast_rcnn/fg_cls_accuracy": 0.6737915892218563, "iteration": 34599, "loss_box_reg": 0.23310596123337746, "loss_cls": 0.19274769769981503, "loss_mask": 0.2677759137004614, "loss_rpn_cls": 0.04330543568357825, "loss_rpn_loc": 0.09388496354222298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901744732989891, "mask_rcnn/false_negative": 0.10682529812488772, "mask_rcnn/false_positive": 0.1349952053324303, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9646783520001918, "total_loss": 0.8350539187667891}
{"data_time": 0.017030004179105163, "eta_seconds": 233845.67735080607, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3997869338631194, "fast_rcnn/fg_cls_accuracy": 0.5583599361532323, "iteration": 34619, "loss_box_reg": 0.2353572892025113, "loss_cls": 0.21048465464264154, "loss_mask": 0.2789741661399603, "loss_rpn_cls": 0.04269517760258168, "loss_rpn_loc": 0.06993954326026142, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826199105544025, "mask_rcnn/false_negative": 0.11203884753466214, "mask_rcnn/false_positive": 0.11883120449972215, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.020446483977139, "total_loss": 0.8459795096423477}
{"data_time": 0.021303388522937894, "eta_seconds": 233639.0203280747, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.36688580170346485, "fast_rcnn/fg_cls_accuracy": 0.6051221961834616, "iteration": 34639, "loss_box_reg": 0.2136495765298605, "loss_cls": 0.19754806905984879, "loss_mask": 0.2462381087243557, "loss_rpn_cls": 0.0436867387033999, "loss_rpn_loc": 0.10149372601881623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984633215452008, "mask_rcnn/false_negative": 0.0909858918062707, "mask_rcnn/false_positive": 0.11341271090159957, "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": 0.9864226991776377, "total_loss": 0.7964890035800636}
{"data_time": 0.015371734974905849, "eta_seconds": 233579.16246574838, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.38922093644682454, "fast_rcnn/fg_cls_accuracy": 0.5783042648230867, "iteration": 34659, "loss_box_reg": 0.24601707234978676, "loss_cls": 0.20865529868751764, "loss_mask": 0.26461644656956196, "loss_rpn_cls": 0.037750501884147525, "loss_rpn_loc": 0.08790932781994343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731938416575875, "mask_rcnn/false_negative": 0.10877872489220419, "mask_rcnn/false_positive": 0.13238389146147786, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9751603228505701, "total_loss": 0.8533218986121938}
{"data_time": 0.013444324489682913, "eta_seconds": 233535.14042311348, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3766025641025641, "fast_rcnn/fg_cls_accuracy": 0.5782051282051281, "iteration": 34679, "loss_box_reg": 0.23926007747650146, "loss_cls": 0.21409045811742544, "loss_mask": 0.26364766992628574, "loss_rpn_cls": 0.0449506810400635, "loss_rpn_loc": 0.08410139381885529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926614643996557, "mask_rcnn/false_negative": 0.09104459536081765, "mask_rcnn/false_positive": 0.11489312930370893, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0097730124834925, "total_loss": 0.861532638547942}
{"data_time": 0.021484769647940993, "eta_seconds": 233382.02890867833, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.40700728090453053, "fast_rcnn/fg_cls_accuracy": 0.5851392172314158, "iteration": 34699, "loss_box_reg": 0.23081675358116627, "loss_cls": 0.19461868796497583, "loss_mask": 0.2549066487699747, "loss_rpn_cls": 0.042316808947362006, "loss_rpn_loc": 0.08630415110383183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837147292779546, "mask_rcnn/false_negative": 0.09760257597603797, "mask_rcnn/false_positive": 0.14281953075801102, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9710161918774247, "total_loss": 0.8003810795489699}
{"data_time": 0.015566871035844088, "eta_seconds": 233284.12740580738, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.36293656450463296, "fast_rcnn/fg_cls_accuracy": 0.6014047959914102, "iteration": 34719, "loss_box_reg": 0.25786067359149456, "loss_cls": 0.20656629838049412, "loss_mask": 0.2682310678064823, "loss_rpn_cls": 0.05175872542895377, "loss_rpn_loc": 0.0894816538784653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906594397665826, "mask_rcnn/false_negative": 0.11833130664979111, "mask_rcnn/false_positive": 0.11851691878381909, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9542539790272713, "total_loss": 0.8925590561702847}
{"data_time": 0.017520229564979672, "eta_seconds": 233342.35495561268, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.3859529809783547, "fast_rcnn/fg_cls_accuracy": 0.5920927168391672, "iteration": 34739, "loss_box_reg": 0.233173462562263, "loss_cls": 0.19845733419060707, "loss_mask": 0.2492199819535017, "loss_rpn_cls": 0.044061284395866096, "loss_rpn_loc": 0.08936298498883843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987936184527587, "mask_rcnn/false_negative": 0.08194748599485892, "mask_rcnn/false_positive": 0.12651695009877512, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0280034334864467, "total_loss": 0.823236039141193}
{"data_time": 0.01608538907021284, "eta_seconds": 233032.07860482857, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.38054861978082954, "fast_rcnn/fg_cls_accuracy": 0.577809971572272, "iteration": 34759, "loss_box_reg": 0.2590421107597649, "loss_cls": 0.2185997422784567, "loss_mask": 0.2678365893661976, "loss_rpn_cls": 0.04799977783113718, "loss_rpn_loc": 0.08424417721107602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829981155323621, "mask_rcnn/false_negative": 0.10195682769057517, "mask_rcnn/false_positive": 0.1249594912757663, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9807818690314889, "total_loss": 0.8780963432509452}
{"data_time": 0.014023791765794158, "eta_seconds": 232818.1811795337, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31030873888016747, "fast_rcnn/fg_cls_accuracy": 0.6389160830383814, "iteration": 34779, "loss_box_reg": 0.23121744953095913, "loss_cls": 0.19685409776866436, "loss_mask": 0.26841551065444946, "loss_rpn_cls": 0.03987328533548862, "loss_rpn_loc": 0.0761620569974184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934545335009985, "mask_rcnn/false_negative": 0.09379928551065114, "mask_rcnn/false_positive": 0.12033598818494118, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9860075998585671, "total_loss": 0.816509535186924}
{"data_time": 0.019975682254880667, "eta_seconds": 232917.8233321756, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3659863945578231, "fast_rcnn/fg_cls_accuracy": 0.5731636784268364, "iteration": 34799, "loss_box_reg": 0.24101067706942558, "loss_cls": 0.20999403856694698, "loss_mask": 0.2651428021490574, "loss_rpn_cls": 0.04129258787725121, "loss_rpn_loc": 0.08536950591951609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810507187734502, "mask_rcnn/false_negative": 0.09125457716304891, "mask_rcnn/false_positive": 0.14649710618484235, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0225969178136438, "total_loss": 0.8596828548470512}
{"data_time": 0.028367452323436737, "eta_seconds": 232855.12565713376, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.39231463159120006, "fast_rcnn/fg_cls_accuracy": 0.5740312833274084, "iteration": 34819, "loss_box_reg": 0.2662570159882307, "loss_cls": 0.2258196258917451, "loss_mask": 0.26266623847186565, "loss_rpn_cls": 0.04576115740928799, "loss_rpn_loc": 0.08576321136206388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796062688724393, "mask_rcnn/false_negative": 0.10972373640568223, "mask_rcnn/false_positive": 0.13537391018027706, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 203.875, "rpn/num_pos_anchors": 52.125, "time": 1.0367230034898967, "total_loss": 0.9314081887714565}
{"data_time": 0.024037562077865005, "eta_seconds": 233205.86673315614, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30719329556917824, "fast_rcnn/fg_cls_accuracy": 0.6539431430879252, "iteration": 34839, "loss_box_reg": 0.23907742463052273, "loss_cls": 0.20546366460621357, "loss_mask": 0.2518825810402632, "loss_rpn_cls": 0.04537305375561118, "loss_rpn_loc": 0.06680800067260861, "lr": 0.0001, "mask_rcnn/accuracy": 0.89834557817398, "mask_rcnn/false_negative": 0.08948099450380434, "mask_rcnn/false_positive": 0.11257121168141006, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0259881690144539, "total_loss": 0.8230403311317787}
{"data_time": 0.018485067412257195, "eta_seconds": 233038.57942687813, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3507986266606956, "fast_rcnn/fg_cls_accuracy": 0.6455641688199828, "iteration": 34859, "loss_box_reg": 0.2729858569800854, "loss_cls": 0.2131776949390769, "loss_mask": 0.26460941694676876, "loss_rpn_cls": 0.042790016857907176, "loss_rpn_loc": 0.0823899523820728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882297855851201, "mask_rcnn/false_negative": 0.10045120081440992, "mask_rcnn/false_positive": 0.1403360471390101, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9924958229530603, "total_loss": 0.875053274910897}
{"data_time": 0.019138849340379238, "eta_seconds": 232795.71878775954, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2947869036321284, "fast_rcnn/fg_cls_accuracy": 0.6803271788540322, "iteration": 34879, "loss_box_reg": 0.25665663182735443, "loss_cls": 0.20359677635133266, "loss_mask": 0.2586876917630434, "loss_rpn_cls": 0.04291976010426879, "loss_rpn_loc": 0.07862833072431386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992748532136475, "mask_rcnn/false_negative": 0.08097938578033395, "mask_rcnn/false_positive": 0.11771438506911076, "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": 0.9707864765077829, "total_loss": 0.8375417133793235}
{"data_time": 0.016003003111109138, "eta_seconds": 232854.85147242434, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33290657562502224, "fast_rcnn/fg_cls_accuracy": 0.6400312066574203, "iteration": 34899, "loss_box_reg": 0.2266387064009905, "loss_cls": 0.20240451395511627, "loss_mask": 0.25840246118605137, "loss_rpn_cls": 0.03241214295849204, "loss_rpn_loc": 0.08094558212906122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899364116223747, "mask_rcnn/false_negative": 0.10130647747457296, "mask_rcnn/false_positive": 0.12404085188076419, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9919707733206451, "total_loss": 0.7968846667790785}
{"data_time": 0.015231972560286522, "eta_seconds": 233159.71893595532, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3612199102407181, "fast_rcnn/fg_cls_accuracy": 0.6248209810239885, "iteration": 34919, "loss_box_reg": 0.24303363636136055, "loss_cls": 0.20550628006458282, "loss_mask": 0.2600709814578295, "loss_rpn_cls": 0.04465653863735497, "loss_rpn_loc": 0.09518161846790463, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834345863298593, "mask_rcnn/false_negative": 0.09444907768889046, "mask_rcnn/false_positive": 0.13886793176303508, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0155212411191314, "total_loss": 0.844473460689187}
{"data_time": 0.013340074336156249, "eta_seconds": 232977.8293423541, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3692063492063492, "fast_rcnn/fg_cls_accuracy": 0.5860528360528361, "iteration": 34939, "loss_box_reg": 0.2407140862196684, "loss_cls": 0.20581375248730183, "loss_mask": 0.2532152906060219, "loss_rpn_cls": 0.04415920446626842, "loss_rpn_loc": 0.08282049186527729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815869161043284, "mask_rcnn/false_negative": 0.09411430464939571, "mask_rcnn/false_positive": 0.13288587783036945, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9665524619631469, "total_loss": 0.8336801260011271}
{"data_time": 0.014975188998505473, "eta_seconds": 232958.00650313497, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3846075057358243, "fast_rcnn/fg_cls_accuracy": 0.577759966052948, "iteration": 34959, "loss_box_reg": 0.23778520710766315, "loss_cls": 0.20305855199694633, "loss_mask": 0.26498131453990936, "loss_rpn_cls": 0.04184638860169798, "loss_rpn_loc": 0.0736307566985488, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843922032923297, "mask_rcnn/false_negative": 0.10783762275582615, "mask_rcnn/false_positive": 0.14596730013854958, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9733202294446528, "total_loss": 0.8361546847736463}
{"data_time": 0.024637148017063737, "eta_seconds": 233130.64144786913, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.36915933528836753, "fast_rcnn/fg_cls_accuracy": 0.6239491691104595, "iteration": 34979, "loss_box_reg": 0.2430820157751441, "loss_cls": 0.22038888838142157, "loss_mask": 0.25321242585778236, "loss_rpn_cls": 0.0411143527016975, "loss_rpn_loc": 0.0733725861646235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840525940180317, "mask_rcnn/false_negative": 0.10047511766528062, "mask_rcnn/false_positive": 0.1132875836149109, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0204972217325121, "total_loss": 0.8569741835235618}
{"data_time": 0.016445432091131806, "eta_seconds": 232986.86945461668, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3578643578643579, "fast_rcnn/fg_cls_accuracy": 0.6227888017228118, "iteration": 34999, "loss_box_reg": 0.270318441092968, "loss_cls": 0.2242132155224681, "loss_mask": 0.2671746499836445, "loss_rpn_cls": 0.044252601685002446, "loss_rpn_loc": 0.08899879967793822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927898994478428, "mask_rcnn/false_negative": 0.09319885109513898, "mask_rcnn/false_positive": 0.12794690739847925, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0347252250649035, "total_loss": 0.8939236954320222}
{"data_time": 0.02124358550645411, "eta_seconds": 233060.53579875268, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.364073956603668, "fast_rcnn/fg_cls_accuracy": 0.6032883452198249, "iteration": 35019, "loss_box_reg": 0.246176203712821, "loss_cls": 0.21533491648733616, "loss_mask": 0.25168849527835846, "loss_rpn_cls": 0.0447750553721562, "loss_rpn_loc": 0.09098178357817233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899511687681709, "mask_rcnn/false_negative": 0.08123177611729504, "mask_rcnn/false_positive": 0.12216292627939024, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0226797841023654, "total_loss": 0.8702522250823677}
{"data_time": 0.020104398019611835, "eta_seconds": 233127.61320563033, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.39691776272087154, "fast_rcnn/fg_cls_accuracy": 0.5993169335138246, "iteration": 35039, "loss_box_reg": 0.2601739186793566, "loss_cls": 0.199870184995234, "loss_mask": 0.26268807612359524, "loss_rpn_cls": 0.04684502864256501, "loss_rpn_loc": 0.07387983007356524, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793654055131428, "mask_rcnn/false_negative": 0.10497851499049124, "mask_rcnn/false_positive": 0.14026522085525722, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9975860710255802, "total_loss": 0.8490793022792786}
{"data_time": 0.02072307583875954, "eta_seconds": 233107.76917999145, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3613318805281374, "fast_rcnn/fg_cls_accuracy": 0.5902941852928263, "iteration": 35059, "loss_box_reg": 0.2341862916946411, "loss_cls": 0.20093314535915852, "loss_mask": 0.25713528133928776, "loss_rpn_cls": 0.05161381606012583, "loss_rpn_loc": 0.07650401978753507, "lr": 0.0001, "mask_rcnn/accuracy": 0.887694133794375, "mask_rcnn/false_negative": 0.10719559815398302, "mask_rcnn/false_positive": 0.11624335277721297, "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": 1.004578959196806, "total_loss": 0.8260707994922996}
{"data_time": 0.021628010319545865, "eta_seconds": 233039.98087170534, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.4002327208157336, "fast_rcnn/fg_cls_accuracy": 0.5519296187683285, "iteration": 35079, "loss_box_reg": 0.23311403580009937, "loss_cls": 0.20669931545853615, "loss_mask": 0.25931480526924133, "loss_rpn_cls": 0.043482521548867226, "loss_rpn_loc": 0.07066451106220484, "lr": 0.0001, "mask_rcnn/accuracy": 0.880778789858693, "mask_rcnn/false_negative": 0.11676459710157058, "mask_rcnn/false_positive": 0.14272914083543004, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9856819021515548, "total_loss": 0.8241443759761751}
{"data_time": 0.017519423505291343, "eta_seconds": 233139.9800541345, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.36552005121937026, "fast_rcnn/fg_cls_accuracy": 0.5866865143973578, "iteration": 35099, "loss_box_reg": 0.20367799326777458, "loss_cls": 0.19410483725368977, "loss_mask": 0.2627698592841625, "loss_rpn_cls": 0.05420804233290255, "loss_rpn_loc": 0.08188511431217194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894768819884276, "mask_rcnn/false_negative": 0.10035708949524036, "mask_rcnn/false_positive": 0.12468769770416172, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9971119640395045, "total_loss": 0.8070780052803457}
{"data_time": 0.02050824137404561, "eta_seconds": 233549.51908171177, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3310530884412792, "fast_rcnn/fg_cls_accuracy": 0.6201343459407975, "iteration": 35119, "loss_box_reg": 0.23029177263379097, "loss_cls": 0.19845799915492535, "loss_mask": 0.261583736166358, "loss_rpn_cls": 0.04280601954087615, "loss_rpn_loc": 0.089996503200382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909982775097215, "mask_rcnn/false_negative": 0.1001048453792884, "mask_rcnn/false_positive": 0.13253044916474183, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0187222890090197, "total_loss": 0.8111497219651937}
{"data_time": 0.018309785518795252, "eta_seconds": 233623.5050156433, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3275824175824176, "fast_rcnn/fg_cls_accuracy": 0.6625146697962232, "iteration": 35139, "loss_box_reg": 0.21451367903500795, "loss_cls": 0.17877849098294973, "loss_mask": 0.2542250957340002, "loss_rpn_cls": 0.03683881461620331, "loss_rpn_loc": 0.06936104188207537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904141972833848, "mask_rcnn/false_negative": 0.09577407343077535, "mask_rcnn/false_positive": 0.12101093989454653, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0162233603186905, "total_loss": 0.7662577803712338}
{"data_time": 0.022519693011417985, "eta_seconds": 233309.1973364912, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2812330623306233, "fast_rcnn/fg_cls_accuracy": 0.690836718524015, "iteration": 35159, "loss_box_reg": 0.2367014791816473, "loss_cls": 0.18182437494397163, "loss_mask": 0.25972296856343746, "loss_rpn_cls": 0.035358733584871516, "loss_rpn_loc": 0.07178765570279211, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875427572923968, "mask_rcnn/false_negative": 0.08488627210548766, "mask_rcnn/false_positive": 0.15330248429754878, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9804850753862411, "total_loss": 0.8287064003525302}
{"data_time": 0.021368185058236122, "eta_seconds": 233718.39877933264, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.34463357992769755, "fast_rcnn/fg_cls_accuracy": 0.6126923076923076, "iteration": 35179, "loss_box_reg": 0.24765978381037712, "loss_cls": 0.22598197497427464, "loss_mask": 0.2693400774151087, "loss_rpn_cls": 0.04288355476455763, "loss_rpn_loc": 0.08551149675622582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898859897596798, "mask_rcnn/false_negative": 0.1091084991050181, "mask_rcnn/false_positive": 0.11680531029470873, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.020207287510857, "total_loss": 0.9022759005893022}
{"data_time": 0.01765891700051725, "eta_seconds": 233656.7681901157, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31383413627844375, "fast_rcnn/fg_cls_accuracy": 0.6488796107172894, "iteration": 35199, "loss_box_reg": 0.22914155386388302, "loss_cls": 0.20303217507898808, "loss_mask": 0.2560072708874941, "loss_rpn_cls": 0.04025371838361025, "loss_rpn_loc": 0.07519364356994629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877975320941889, "mask_rcnn/false_negative": 0.0851846160913564, "mask_rcnn/false_positive": 0.13348092937481013, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9872408374212682, "total_loss": 0.8151791845448315}
{"data_time": 0.019316872116178274, "eta_seconds": 233767.26812998764, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3790476818571523, "fast_rcnn/fg_cls_accuracy": 0.5787305810890717, "iteration": 35219, "loss_box_reg": 0.23244524467736483, "loss_cls": 0.199751871638, "loss_mask": 0.26624045707285404, "loss_rpn_cls": 0.045342001831158996, "loss_rpn_loc": 0.0921334033482708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872167902562316, "mask_rcnn/false_negative": 0.10226817240439334, "mask_rcnn/false_positive": 0.12685748936049634, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0096308488864452, "total_loss": 0.8696034671738744}
{"data_time": 0.018394113052636385, "eta_seconds": 233675.93696797267, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3198913043478261, "fast_rcnn/fg_cls_accuracy": 0.656107427055703, "iteration": 35239, "loss_box_reg": 0.24926929734647274, "loss_cls": 0.2076452486217022, "loss_mask": 0.26212791353464127, "loss_rpn_cls": 0.04813733557239175, "loss_rpn_loc": 0.08201943046879023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948846559386672, "mask_rcnn/false_negative": 0.10292251216400994, "mask_rcnn/false_positive": 0.11310429644457977, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9787262030877173, "total_loss": 0.8656986365676858}
{"data_time": 0.016868446487933397, "eta_seconds": 233686.90669475123, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.38572192513368986, "fast_rcnn/fg_cls_accuracy": 0.5498033044846578, "iteration": 35259, "loss_box_reg": 0.22811395023018122, "loss_cls": 0.2113375379703939, "loss_mask": 0.26883323304355145, "loss_rpn_cls": 0.04014299041591585, "loss_rpn_loc": 0.06841277796775103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8711977791116446, "mask_rcnn/false_negative": 0.10629435192327713, "mask_rcnn/false_positive": 0.14746441287320192, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0114876844454557, "total_loss": 0.8421434869524091}
{"data_time": 0.018615582026541233, "eta_seconds": 233630.97719941288, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31004508901594385, "fast_rcnn/fg_cls_accuracy": 0.6508667388949079, "iteration": 35279, "loss_box_reg": 0.24345627054572105, "loss_cls": 0.2070629857480526, "loss_mask": 0.26020992547273636, "loss_rpn_cls": 0.044089941307902336, "loss_rpn_loc": 0.07149351947009563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968345842116304, "mask_rcnn/false_negative": 0.09160939776739002, "mask_rcnn/false_positive": 0.1283106853726664, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.00839177146554, "total_loss": 0.8376990158576518}
{"data_time": 0.015576401958242059, "eta_seconds": 233704.14337718394, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.27519809150549546, "fast_rcnn/fg_cls_accuracy": 0.6627833510548133, "iteration": 35299, "loss_box_reg": 0.24398736096918583, "loss_cls": 0.20772162545472383, "loss_mask": 0.25476531125605106, "loss_rpn_cls": 0.04514448647387326, "loss_rpn_loc": 0.08356928871944547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955392399436901, "mask_rcnn/false_negative": 0.09337928925290656, "mask_rcnn/false_positive": 0.12740349294288889, "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": 1.0120799080468714, "total_loss": 0.8185866042040288}
{"data_time": 0.017925195628777146, "eta_seconds": 233718.6162516754, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3534548577972896, "fast_rcnn/fg_cls_accuracy": 0.6195294712876296, "iteration": 35319, "loss_box_reg": 0.2469261633232236, "loss_cls": 0.22108988370746374, "loss_mask": 0.2667720429599285, "loss_rpn_cls": 0.04893359402194619, "loss_rpn_loc": 0.08178491238504648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814999278213029, "mask_rcnn/false_negative": 0.1104223690905696, "mask_rcnn/false_positive": 0.1290925789112475, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9945499654859304, "total_loss": 0.8704522217158228}
{"data_time": 0.017195250606164336, "eta_seconds": 233607.26559167728, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.3171981121215609, "fast_rcnn/fg_cls_accuracy": 0.6402453902192478, "iteration": 35339, "loss_box_reg": 0.23536764364689589, "loss_cls": 0.19144176226109266, "loss_mask": 0.24720454402267933, "loss_rpn_cls": 0.038750861305743456, "loss_rpn_loc": 0.0778239982901141, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061820454677598, "mask_rcnn/false_negative": 0.08558946662800923, "mask_rcnn/false_positive": 0.10603020512314747, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9946713079698384, "total_loss": 0.8216235021827742}
{"data_time": 0.014861730160191655, "eta_seconds": 233754.55427879468, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3616640423066639, "fast_rcnn/fg_cls_accuracy": 0.604405197396551, "iteration": 35359, "loss_box_reg": 0.24720651283860207, "loss_cls": 0.2064068866893649, "loss_mask": 0.2657574135810137, "loss_rpn_cls": 0.041411930753383785, "loss_rpn_loc": 0.07853904692456126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876779563719862, "mask_rcnn/false_negative": 0.09137039375587384, "mask_rcnn/false_positive": 0.12290006853105238, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0119687193073332, "total_loss": 0.8623365978710353}
{"data_time": 0.01764478045515716, "eta_seconds": 233782.546075508, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.34686527724502403, "fast_rcnn/fg_cls_accuracy": 0.5788765996189577, "iteration": 35379, "loss_box_reg": 0.2411770299077034, "loss_cls": 0.20618535298854113, "loss_mask": 0.2510209269821644, "loss_rpn_cls": 0.04025582829490304, "loss_rpn_loc": 0.07957241660915315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867103788613606, "mask_rcnn/false_negative": 0.0860027109887185, "mask_rcnn/false_positive": 0.12889850871150807, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9715933559928089, "total_loss": 0.8359637032262981}
{"data_time": 0.021418846445158124, "eta_seconds": 233638.94397751428, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3527324879227053, "fast_rcnn/fg_cls_accuracy": 0.5867049022915423, "iteration": 35399, "loss_box_reg": 0.2358820727095008, "loss_cls": 0.19468863494694233, "loss_mask": 0.26497126929461956, "loss_rpn_cls": 0.0470072760945186, "loss_rpn_loc": 0.08121890691109002, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927433804175797, "mask_rcnn/false_negative": 0.09935333805311866, "mask_rcnn/false_positive": 0.12449693512526797, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9849952994845808, "total_loss": 0.8326663761399686}
{"data_time": 0.015562144573777914, "eta_seconds": 233496.7681630049, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34147638411010317, "fast_rcnn/fg_cls_accuracy": 0.6237110952720362, "iteration": 35419, "loss_box_reg": 0.2402626797556877, "loss_cls": 0.2077685482800007, "loss_mask": 0.2585455495864153, "loss_rpn_cls": 0.041516784811392426, "loss_rpn_loc": 0.08508319524116814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804262232917561, "mask_rcnn/false_negative": 0.09542255055094047, "mask_rcnn/false_positive": 0.1376086023945386, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9696610271930695, "total_loss": 0.8143577015725896}
{"data_time": 0.013450811617076397, "eta_seconds": 233696.95593118668, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36078854519919157, "fast_rcnn/fg_cls_accuracy": 0.5888352589162863, "iteration": 35439, "loss_box_reg": 0.23684890940785408, "loss_cls": 0.22418033983558416, "loss_mask": 0.27288914285600185, "loss_rpn_cls": 0.05216082185506821, "loss_rpn_loc": 0.08350268332287669, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838732085609284, "mask_rcnn/false_negative": 0.11204375846582845, "mask_rcnn/false_positive": 0.1344324512445591, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0207749579567462, "total_loss": 0.8856708048842847}
{"data_time": 0.013479112880304456, "eta_seconds": 233752.13110996876, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.34271255060728745, "fast_rcnn/fg_cls_accuracy": 0.5974957191780822, "iteration": 35459, "loss_box_reg": 0.24440231919288635, "loss_cls": 0.2170857284218073, "loss_mask": 0.2549136057496071, "loss_rpn_cls": 0.04029115417506546, "loss_rpn_loc": 0.07165910629555583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908082159561581, "mask_rcnn/false_negative": 0.0933575830002723, "mask_rcnn/false_positive": 0.10224232853925425, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9928836924955249, "total_loss": 0.8365238830447197}
{"data_time": 0.01734075485728681, "eta_seconds": 233682.9030160606, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.33794698975634546, "fast_rcnn/fg_cls_accuracy": 0.6343710717055818, "iteration": 35479, "loss_box_reg": 0.23296642303466797, "loss_cls": 0.1974045243114233, "loss_mask": 0.2645924687385559, "loss_rpn_cls": 0.03825807454995811, "loss_rpn_loc": 0.06744469609111547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885180917377189, "mask_rcnn/false_negative": 0.0911741586647172, "mask_rcnn/false_positive": 0.137932097742002, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.999699859181419, "total_loss": 0.8292984459549189}
{"data_time": 0.013071518624201417, "eta_seconds": 233770.15526068863, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.4045456622047604, "fast_rcnn/fg_cls_accuracy": 0.5874050477824062, "iteration": 35499, "loss_box_reg": 0.257862102240324, "loss_cls": 0.23187376651912928, "loss_mask": 0.26026399433612823, "loss_rpn_cls": 0.05120010138489306, "loss_rpn_loc": 0.09738641604781151, "lr": 0.0001, "mask_rcnn/accuracy": 0.885448988718063, "mask_rcnn/false_negative": 0.10497606879467074, "mask_rcnn/false_positive": 0.13298202929572644, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0023373565636575, "total_loss": 0.8770338601898402}
{"data_time": 0.0185651364736259, "eta_seconds": 233643.04579228163, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3475176621398899, "fast_rcnn/fg_cls_accuracy": 0.6258517825990574, "iteration": 35519, "loss_box_reg": 0.248080650344491, "loss_cls": 0.20193669851869345, "loss_mask": 0.27066588029265404, "loss_rpn_cls": 0.05061298655346036, "loss_rpn_loc": 0.09703905077185482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898711153569792, "mask_rcnn/false_negative": 0.10366459578988019, "mask_rcnn/false_positive": 0.12472443871532096, "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": 0.9995284194592386, "total_loss": 0.8761247870279476}
{"data_time": 0.015603911830112338, "eta_seconds": 233408.1628339924, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.40051787117954407, "fast_rcnn/fg_cls_accuracy": 0.5658824906367041, "iteration": 35539, "loss_box_reg": 0.22253935784101486, "loss_cls": 0.19162292312830687, "loss_mask": 0.24827611073851585, "loss_rpn_cls": 0.03875129285734147, "loss_rpn_loc": 0.07986327889375389, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839804312725925, "mask_rcnn/false_negative": 0.09785539701573479, "mask_rcnn/false_positive": 0.1284948138739738, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9727727957069874, "total_loss": 0.8171437927521765}
{"data_time": 0.02000577957369387, "eta_seconds": 233555.30900579877, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.36637156409274374, "fast_rcnn/fg_cls_accuracy": 0.6141066963882278, "iteration": 35559, "loss_box_reg": 0.24680693866685033, "loss_cls": 0.21394981862977147, "loss_mask": 0.27281604148447514, "loss_rpn_cls": 0.0468655526638031, "loss_rpn_loc": 0.09488569106906652, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881445792676437, "mask_rcnn/false_negative": 0.09375209410321801, "mask_rcnn/false_positive": 0.13750039105206646, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9796053299214691, "total_loss": 0.8863872834481299}
{"data_time": 0.014345848700031638, "eta_seconds": 233557.471049577, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.3941197691197691, "fast_rcnn/fg_cls_accuracy": 0.5811297136598341, "iteration": 35579, "loss_box_reg": 0.2633405225351453, "loss_cls": 0.21304071694612503, "loss_mask": 0.27878037095069885, "loss_rpn_cls": 0.05455131235066801, "loss_rpn_loc": 0.08847153000533581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8701659987720143, "mask_rcnn/false_negative": 0.10607261845192052, "mask_rcnn/false_positive": 0.14567552266092845, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.9974996766541153, "total_loss": 0.9165279001463205}
{"data_time": 0.0150217623449862, "eta_seconds": 233716.83575250208, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3722178351028048, "fast_rcnn/fg_cls_accuracy": 0.6047657311216974, "iteration": 35599, "loss_box_reg": 0.22905816324055195, "loss_cls": 0.20469961687922478, "loss_mask": 0.25496964529156685, "loss_rpn_cls": 0.041054534958675504, "loss_rpn_loc": 0.07913768570870161, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983321545568081, "mask_rcnn/false_negative": 0.09263945176680158, "mask_rcnn/false_positive": 0.10814746938957398, "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": 1.011495263548568, "total_loss": 0.8314681677147746}
{"data_time": 0.017284800298511982, "eta_seconds": 233517.61822625995, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3169561362332447, "fast_rcnn/fg_cls_accuracy": 0.6357089412644968, "iteration": 35619, "loss_box_reg": 0.2168166320770979, "loss_cls": 0.19266967894509435, "loss_mask": 0.26122151874005795, "loss_rpn_cls": 0.045280774123966694, "loss_rpn_loc": 0.08015295153018087, "lr": 0.0001, "mask_rcnn/accuracy": 0.892660565732317, "mask_rcnn/false_negative": 0.0921547426721459, "mask_rcnn/false_positive": 0.13020275200757908, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0005911991465837, "total_loss": 0.7663729341002181}
{"data_time": 0.016281408723443747, "eta_seconds": 233728.13612868078, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3670598760727658, "fast_rcnn/fg_cls_accuracy": 0.6253934855363001, "iteration": 35639, "loss_box_reg": 0.24616878479719162, "loss_cls": 0.20940877962857485, "loss_mask": 0.2640196196734905, "loss_rpn_cls": 0.043013581773266196, "loss_rpn_loc": 0.0742703857831657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910701980915519, "mask_rcnn/false_negative": 0.09720310002134816, "mask_rcnn/false_positive": 0.12611758023300873, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.00005419482477, "total_loss": 0.8511626524850726}
{"data_time": 0.017525078961625695, "eta_seconds": 233773.99895319715, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3261123492924465, "fast_rcnn/fg_cls_accuracy": 0.6334374053449521, "iteration": 35659, "loss_box_reg": 0.2386620482429862, "loss_cls": 0.20169137977063656, "loss_mask": 0.24297854863107204, "loss_rpn_cls": 0.04828381375409663, "loss_rpn_loc": 0.07982968690339476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931849768745406, "mask_rcnn/false_negative": 0.09288436711933568, "mask_rcnn/false_positive": 0.12481257015725275, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9944950989447534, "total_loss": 0.8476736135780811}
{"data_time": 0.015588549664244056, "eta_seconds": 233813.7264261581, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3384158324278085, "fast_rcnn/fg_cls_accuracy": 0.6248907927740044, "iteration": 35679, "loss_box_reg": 0.24336163513362408, "loss_cls": 0.2104749595746398, "loss_mask": 0.24878479354083538, "loss_rpn_cls": 0.03972183971200138, "loss_rpn_loc": 0.07798682583961636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921934949358419, "mask_rcnn/false_negative": 0.10018813430986645, "mask_rcnn/false_positive": 0.13057041106747597, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0114142515230924, "total_loss": 0.8390860648360103}
{"data_time": 0.017702721059322357, "eta_seconds": 233973.75726846512, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.34802275103773883, "fast_rcnn/fg_cls_accuracy": 0.6017459361830223, "iteration": 35699, "loss_box_reg": 0.22353799641132355, "loss_cls": 0.18112475890666246, "loss_mask": 0.2658026944845915, "loss_rpn_cls": 0.038626279099844396, "loss_rpn_loc": 0.0849275654181838, "lr": 0.0001, "mask_rcnn/accuracy": 0.890036922335482, "mask_rcnn/false_negative": 0.08932672620939844, "mask_rcnn/false_positive": 0.12530152618015647, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9928482344839722, "total_loss": 0.7983530680648983}
{"data_time": 0.013831380289047956, "eta_seconds": 233870.09104502387, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3008840616317252, "fast_rcnn/fg_cls_accuracy": 0.6704160042395337, "iteration": 35719, "loss_box_reg": 0.23656589910387993, "loss_cls": 0.19320310465991497, "loss_mask": 0.24792638793587685, "loss_rpn_cls": 0.03342389588942751, "loss_rpn_loc": 0.08257089741528034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976586006222012, "mask_rcnn/false_negative": 0.09513398274904258, "mask_rcnn/false_positive": 0.10847290661914288, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.969826330896467, "total_loss": 0.78417793038534}
{"data_time": 0.022076840046793222, "eta_seconds": 233753.85606261436, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.3453529461255854, "fast_rcnn/fg_cls_accuracy": 0.6141675460922466, "iteration": 35739, "loss_box_reg": 0.2659415863454342, "loss_cls": 0.20853769220411777, "loss_mask": 0.25643994845449924, "loss_rpn_cls": 0.04789499728940427, "loss_rpn_loc": 0.1055123140104115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928649538723356, "mask_rcnn/false_negative": 0.09705551217614253, "mask_rcnn/false_positive": 0.12057489754558845, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 207.125, "rpn/num_pos_anchors": 48.875, "time": 1.0027305539697409, "total_loss": 0.9181045363657176}
{"data_time": 0.014140326529741287, "eta_seconds": 233608.45966368914, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.37366424535916065, "fast_rcnn/fg_cls_accuracy": 0.5866263115415657, "iteration": 35759, "loss_box_reg": 0.25590429082512856, "loss_cls": 0.21829750575125217, "loss_mask": 0.27197195030748844, "loss_rpn_cls": 0.052211038186214864, "loss_rpn_loc": 0.09059200016781688, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801108026249369, "mask_rcnn/false_negative": 0.10394671068987088, "mask_rcnn/false_positive": 0.12289207811482085, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9667553182225674, "total_loss": 0.8987368467496708}
{"data_time": 0.014504238730296493, "eta_seconds": 233346.42647708766, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3348116052266985, "fast_rcnn/fg_cls_accuracy": 0.6545297948057849, "iteration": 35779, "loss_box_reg": 0.19842191692441702, "loss_cls": 0.17486101295799017, "loss_mask": 0.24171206913888454, "loss_rpn_cls": 0.0328712408663705, "loss_rpn_loc": 0.0767492214217782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974483172515617, "mask_rcnn/false_negative": 0.08028923658784425, "mask_rcnn/false_positive": 0.12301052343856947, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9754592664539814, "total_loss": 0.7268118972424418}
{"data_time": 0.01796953589655459, "eta_seconds": 233121.09667388722, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.35381239489766625, "fast_rcnn/fg_cls_accuracy": 0.5996575342465753, "iteration": 35799, "loss_box_reg": 0.23168775252997875, "loss_cls": 0.20565803349018097, "loss_mask": 0.2630881108343601, "loss_rpn_cls": 0.04393312556203455, "loss_rpn_loc": 0.0834807027131319, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894153452033822, "mask_rcnn/false_negative": 0.09413674304277227, "mask_rcnn/false_positive": 0.14416594441287156, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9999871531035751, "total_loss": 0.825459499261342}
{"data_time": 0.017388625536113977, "eta_seconds": 232962.99625776708, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35889241813862205, "fast_rcnn/fg_cls_accuracy": 0.6072607762113109, "iteration": 35819, "loss_box_reg": 0.2385678756982088, "loss_cls": 0.20573733281344175, "loss_mask": 0.2650125212967396, "loss_rpn_cls": 0.038656911347061396, "loss_rpn_loc": 0.06429150886833668, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854369128603823, "mask_rcnn/false_negative": 0.09006185503898917, "mask_rcnn/false_positive": 0.13187901570225832, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.997721164021641, "total_loss": 0.7980636587599292}
{"data_time": 0.018423230852931738, "eta_seconds": 232916.56042413786, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.33683473389355745, "fast_rcnn/fg_cls_accuracy": 0.6104476878470686, "iteration": 35839, "loss_box_reg": 0.2281176596879959, "loss_cls": 0.21846167277544737, "loss_mask": 0.2454981990158558, "loss_rpn_cls": 0.04291429149452597, "loss_rpn_loc": 0.07679396471939981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995102457700355, "mask_rcnn/false_negative": 0.08387566739053545, "mask_rcnn/false_positive": 0.10437314311660767, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9983789438847452, "total_loss": 0.7970961515093222}
{"data_time": 0.02215723996050656, "eta_seconds": 232733.47781945486, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3249917026219714, "fast_rcnn/fg_cls_accuracy": 0.5959986717582599, "iteration": 35859, "loss_box_reg": 0.23739554174244404, "loss_cls": 0.20632050558924675, "loss_mask": 0.25916343927383423, "loss_rpn_cls": 0.03660345706157386, "loss_rpn_loc": 0.07668127241777256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921395024607672, "mask_rcnn/false_negative": 0.09895953445360035, "mask_rcnn/false_positive": 0.11908193556268681, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9627633043564856, "total_loss": 0.8343631491297856}
{"data_time": 0.016584690660238266, "eta_seconds": 232713.597963145, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.3368151290208554, "fast_rcnn/fg_cls_accuracy": 0.634567277625439, "iteration": 35879, "loss_box_reg": 0.23168860003352165, "loss_cls": 0.2074643261730671, "loss_mask": 0.24867291375994682, "loss_rpn_cls": 0.0493173276190646, "loss_rpn_loc": 0.08203080453677103, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042187088222939, "mask_rcnn/false_negative": 0.08529243244869167, "mask_rcnn/false_positive": 0.11189692430995256, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9708701423369348, "total_loss": 0.8151818049373105}
{"data_time": 0.015055360039696097, "eta_seconds": 232799.63213042356, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2893539581437671, "fast_rcnn/fg_cls_accuracy": 0.6466145833333333, "iteration": 35899, "loss_box_reg": 0.2309233257547021, "loss_cls": 0.2104997131973505, "loss_mask": 0.26470612920820713, "loss_rpn_cls": 0.03796023363247514, "loss_rpn_loc": 0.08228755404707044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979326886393197, "mask_rcnn/false_negative": 0.10080454075532733, "mask_rcnn/false_positive": 0.1272743701315252, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0180736701004207, "total_loss": 0.8302855078363791}
{"data_time": 0.016540995566174388, "eta_seconds": 232739.1388381645, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.3609592607054536, "fast_rcnn/fg_cls_accuracy": 0.579686177383453, "iteration": 35919, "loss_box_reg": 0.24700757302343845, "loss_cls": 0.22252086456865072, "loss_mask": 0.2410319373011589, "loss_rpn_cls": 0.04692728421650827, "loss_rpn_loc": 0.08844587951898575, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988916988839435, "mask_rcnn/false_negative": 0.08122014119917863, "mask_rcnn/false_positive": 0.12064326317469873, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0188620889093727, "total_loss": 0.8659138327930123}
{"data_time": 0.015746986027806997, "eta_seconds": 232719.2534025153, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.37768839772258944, "fast_rcnn/fg_cls_accuracy": 0.5944091922483279, "iteration": 35939, "loss_box_reg": 0.24956229515373707, "loss_cls": 0.21646469552069902, "loss_mask": 0.2740896958857775, "loss_rpn_cls": 0.04791619721800089, "loss_rpn_loc": 0.09711525496095419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851001504552083, "mask_rcnn/false_negative": 0.09780382064807294, "mask_rcnn/false_positive": 0.1276296371624317, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9867369991261512, "total_loss": 0.8847250564722344}
{"data_time": 0.013928994536399841, "eta_seconds": 232634.0785379056, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.34136892865343893, "fast_rcnn/fg_cls_accuracy": 0.6268710103455866, "iteration": 35959, "loss_box_reg": 0.25683240965008736, "loss_cls": 0.21477367728948593, "loss_mask": 0.255286380648613, "loss_rpn_cls": 0.045382340205833316, "loss_rpn_loc": 0.09657325083389878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908818397841531, "mask_rcnn/false_negative": 0.09751909534380876, "mask_rcnn/false_positive": 0.11276080799126376, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9602599563077092, "total_loss": 0.8711621718248352}
{"data_time": 0.015259600477293134, "eta_seconds": 232630.8019140456, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3551253608149049, "fast_rcnn/fg_cls_accuracy": 0.6121616242038217, "iteration": 35979, "loss_box_reg": 0.23509740643203259, "loss_cls": 0.20781647600233555, "loss_mask": 0.25565939024090767, "loss_rpn_cls": 0.04204934393055737, "loss_rpn_loc": 0.0667866482399404, "lr": 0.0001, "mask_rcnn/accuracy": 0.895946867419063, "mask_rcnn/false_negative": 0.09384029648768807, "mask_rcnn/false_positive": 0.1318531369054785, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.0483201714232564, "total_loss": 0.8113697153748944}
{"data_time": 0.014068922260776162, "eta_seconds": 232584.66999744996, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3844797178130511, "fast_rcnn/fg_cls_accuracy": 0.5962962962962963, "iteration": 35999, "loss_box_reg": 0.22370183374732733, "loss_cls": 0.1935274200513959, "loss_mask": 0.25269629433751106, "loss_rpn_cls": 0.04184501455165446, "loss_rpn_loc": 0.0857259368058294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842998576209843, "mask_rcnn/false_negative": 0.10469020014432126, "mask_rcnn/false_positive": 0.1321449233234035, "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": 0.9879652771633118, "total_loss": 0.8059771304251626}
{"data_time": 0.014338042587041855, "eta_seconds": 232429.41488160752, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.34107700699161997, "fast_rcnn/fg_cls_accuracy": 0.6398323994644717, "iteration": 36019, "loss_box_reg": 0.22060366719961166, "loss_cls": 0.2011946253478527, "loss_mask": 0.25360732339322567, "loss_rpn_cls": 0.03667825064621866, "loss_rpn_loc": 0.06489689636509866, "lr": 0.0001, "mask_rcnn/accuracy": 0.893680204605539, "mask_rcnn/false_negative": 0.09013118311570646, "mask_rcnn/false_positive": 0.12399195352364056, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9809968890622258, "total_loss": 0.7883990559494123}
{"data_time": 0.01605017716065049, "eta_seconds": 232314.6235433407, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31979591836734694, "fast_rcnn/fg_cls_accuracy": 0.6236524912995501, "iteration": 36039, "loss_box_reg": 0.24066542834043503, "loss_cls": 0.2013950366526842, "loss_mask": 0.2657966185361147, "loss_rpn_cls": 0.046988805290311575, "loss_rpn_loc": 0.07083013327792287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789360544006772, "mask_rcnn/false_negative": 0.10579328270062463, "mask_rcnn/false_positive": 0.13613192826694015, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9687736225314438, "total_loss": 0.8444723798893392}
{"data_time": 0.016968082869425416, "eta_seconds": 232294.7641978506, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.356098783673254, "fast_rcnn/fg_cls_accuracy": 0.6164260108545452, "iteration": 36059, "loss_box_reg": 0.2235653270035982, "loss_cls": 0.20571758784353733, "loss_mask": 0.2413855902850628, "loss_rpn_cls": 0.04755212634336203, "loss_rpn_loc": 0.07165690354304388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872362961482305, "mask_rcnn/false_negative": 0.10207193365953762, "mask_rcnn/false_positive": 0.12453690885901059, "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": 1.0042485375888646, "total_loss": 0.7498824174981564}
{"data_time": 0.01601950847543776, "eta_seconds": 232309.76415395737, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3713458551052111, "fast_rcnn/fg_cls_accuracy": 0.6083496129078938, "iteration": 36079, "loss_box_reg": 0.229129521176219, "loss_cls": 0.20200517494231462, "loss_mask": 0.26395287923514843, "loss_rpn_cls": 0.045888238586485386, "loss_rpn_loc": 0.08387102046981454, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867517874825896, "mask_rcnn/false_negative": 0.09135303781933271, "mask_rcnn/false_positive": 0.11409235842018792, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9974520273972303, "total_loss": 0.839376209070906}
{"data_time": 0.014606176409870386, "eta_seconds": 232213.01686943043, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.32168518997156886, "fast_rcnn/fg_cls_accuracy": 0.6213042261404982, "iteration": 36099, "loss_box_reg": 0.22609182074666023, "loss_cls": 0.2006534654647112, "loss_mask": 0.27062361873686314, "loss_rpn_cls": 0.04722321964800358, "loss_rpn_loc": 0.08053759671747684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941409860412852, "mask_rcnn/false_negative": 0.08540301139648328, "mask_rcnn/false_positive": 0.1267241617213859, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 236.375, "rpn/num_pos_anchors": 19.625, "time": 0.9765586864668876, "total_loss": 0.8334112836746499}
{"data_time": 0.01546869263984263, "eta_seconds": 232117.2796305176, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3841258552615445, "fast_rcnn/fg_cls_accuracy": 0.5826856991805446, "iteration": 36119, "loss_box_reg": 0.22230221517384052, "loss_cls": 0.1892419010400772, "loss_mask": 0.2583978623151779, "loss_rpn_cls": 0.04394246358424425, "loss_rpn_loc": 0.056998091749846935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846247139408758, "mask_rcnn/false_negative": 0.11155799192591061, "mask_rcnn/false_positive": 0.11793654562607297, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0030172988772392, "total_loss": 0.7810815330594778}
{"data_time": 0.02340146154165268, "eta_seconds": 232215.32681589015, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3566202090592334, "fast_rcnn/fg_cls_accuracy": 0.5919667625936584, "iteration": 36139, "loss_box_reg": 0.2369137406349182, "loss_cls": 0.19604887813329697, "loss_mask": 0.251168891787529, "loss_rpn_cls": 0.04039987607393414, "loss_rpn_loc": 0.08094521216116846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866641779363456, "mask_rcnn/false_negative": 0.09602860348000258, "mask_rcnn/false_positive": 0.13937026369260447, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.021980786230415, "total_loss": 0.8065082298708148}
{"data_time": 0.017764515709131956, "eta_seconds": 232217.75272820145, "fast_rcnn/cls_accuracy": 0.911865234375, "fast_rcnn/false_negative": 0.39856103731815307, "fast_rcnn/fg_cls_accuracy": 0.5831807836928558, "iteration": 36159, "loss_box_reg": 0.2624462991952896, "loss_cls": 0.20430634450167418, "loss_mask": 0.2581911627203226, "loss_rpn_cls": 0.04198612680193037, "loss_rpn_loc": 0.08257311186753213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893768445442787, "mask_rcnn/false_negative": 0.0957267388272788, "mask_rcnn/false_positive": 0.11595394880521104, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9887933139689267, "total_loss": 0.8756165056256577}
{"data_time": 0.017746797995641828, "eta_seconds": 232086.40100542456, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3500171275535625, "fast_rcnn/fg_cls_accuracy": 0.6160714285714286, "iteration": 36179, "loss_box_reg": 0.25123273953795433, "loss_cls": 0.22339024767279625, "loss_mask": 0.26116721145808697, "loss_rpn_cls": 0.04573365580290556, "loss_rpn_loc": 0.09723149612545967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900043655855199, "mask_rcnn/false_negative": 0.09485260174101912, "mask_rcnn/false_positive": 0.13728785644306984, "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": 1.0161157879047096, "total_loss": 0.9175725392997265}
{"data_time": 0.017378992401063442, "eta_seconds": 232233.19840896875, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.35932585603228295, "fast_rcnn/fg_cls_accuracy": 0.6174272226593234, "iteration": 36199, "loss_box_reg": 0.24809707701206207, "loss_cls": 0.2095651887357235, "loss_mask": 0.26214528642594814, "loss_rpn_cls": 0.04309709300287068, "loss_rpn_loc": 0.08830760326236486, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781253734120866, "mask_rcnn/false_negative": 0.11031906422329427, "mask_rcnn/false_positive": 0.13600285498782788, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0154857549350709, "total_loss": 0.8693098928779364}
{"data_time": 0.015180672518908978, "eta_seconds": 232170.72787240148, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.39646540352560256, "fast_rcnn/fg_cls_accuracy": 0.5677655677655677, "iteration": 36219, "loss_box_reg": 0.24434720166027546, "loss_cls": 0.19483124651014805, "loss_mask": 0.26190156303346157, "loss_rpn_cls": 0.04954165080562234, "loss_rpn_loc": 0.09403483103960752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877410439982445, "mask_rcnn/false_negative": 0.09663608957891257, "mask_rcnn/false_positive": 0.13695838947212852, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.000425174832344, "total_loss": 0.8654709057882428}
{"data_time": 0.024022840661928058, "eta_seconds": 232247.91619878262, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3823774460131955, "fast_rcnn/fg_cls_accuracy": 0.5844916900496439, "iteration": 36239, "loss_box_reg": 0.236588004976511, "loss_cls": 0.20083038974553347, "loss_mask": 0.25348147936165333, "loss_rpn_cls": 0.04392868489958346, "loss_rpn_loc": 0.08130207401700318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915251422111816, "mask_rcnn/false_negative": 0.08546873466419554, "mask_rcnn/false_positive": 0.13046012771484033, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0175784358289093, "total_loss": 0.8186208535917103}
{"data_time": 0.024154062615707517, "eta_seconds": 232334.7119299369, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.37669497329132995, "fast_rcnn/fg_cls_accuracy": 0.5790020790020789, "iteration": 36259, "loss_box_reg": 0.27513809502124786, "loss_cls": 0.22714587673544884, "loss_mask": 0.265898322686553, "loss_rpn_cls": 0.04911431926302612, "loss_rpn_loc": 0.09491573623381555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803810194852011, "mask_rcnn/false_negative": 0.10359482068707196, "mask_rcnn/false_positive": 0.12800452420930777, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0091330781579018, "total_loss": 0.9354819218860939}
{"data_time": 0.01989346742630005, "eta_seconds": 232165.1906478405, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3821790785279629, "fast_rcnn/fg_cls_accuracy": 0.5849586518957716, "iteration": 36279, "loss_box_reg": 0.2441863063722849, "loss_cls": 0.21298365015536547, "loss_mask": 0.254908062517643, "loss_rpn_cls": 0.04288537957472727, "loss_rpn_loc": 0.08325551147572696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893262323354564, "mask_rcnn/false_negative": 0.1005549425018119, "mask_rcnn/false_positive": 0.13856601942234048, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9614056849386543, "total_loss": 0.8614199585281312}
{"data_time": 0.01673313952051103, "eta_seconds": 232107.67812172417, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3221604938271605, "fast_rcnn/fg_cls_accuracy": 0.6277987421383648, "iteration": 36299, "loss_box_reg": 0.23628732655197382, "loss_cls": 0.20669589936733246, "loss_mask": 0.2621854208409786, "loss_rpn_cls": 0.04593182366807014, "loss_rpn_loc": 0.07050568494014442, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907880366298971, "mask_rcnn/false_negative": 0.09251300271160617, "mask_rcnn/false_positive": 0.12627870265426341, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9885855664033443, "total_loss": 0.8377897676546127}
{"data_time": 0.020432964665815234, "eta_seconds": 232087.8143923171, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.3616605025106902, "fast_rcnn/fg_cls_accuracy": 0.5894335843184948, "iteration": 36319, "loss_box_reg": 0.2671457752585411, "loss_cls": 0.228726327419281, "loss_mask": 0.2715526092797518, "loss_rpn_cls": 0.046638959320262074, "loss_rpn_loc": 0.08533685142174363, "lr": 0.0001, "mask_rcnn/accuracy": 0.879644165358451, "mask_rcnn/false_negative": 0.10305498637515972, "mask_rcnn/false_positive": 0.12906035299489338, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9997840027790517, "total_loss": 0.9232643697177991}
{"data_time": 0.019975694827735424, "eta_seconds": 232120.77084655408, "fast_rcnn/cls_accuracy": 0.914306640625, "fast_rcnn/false_negative": 0.439010989010989, "fast_rcnn/fg_cls_accuracy": 0.5207359307359307, "iteration": 36339, "loss_box_reg": 0.25360215455293655, "loss_cls": 0.23030713852494955, "loss_mask": 0.26671850867569447, "loss_rpn_cls": 0.0470291415695101, "loss_rpn_loc": 0.08956926548853517, "lr": 0.0001, "mask_rcnn/accuracy": 0.892163548988521, "mask_rcnn/false_negative": 0.10000917090629216, "mask_rcnn/false_positive": 0.11705412352051567, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.002247354015708, "total_loss": 0.8945819362998009}
{"data_time": 0.0196488369256258, "eta_seconds": 232048.08693350293, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.34968096156699807, "fast_rcnn/fg_cls_accuracy": 0.5798634812286689, "iteration": 36359, "loss_box_reg": 0.2381417267024517, "loss_cls": 0.21075129136443138, "loss_mask": 0.2608149126172066, "loss_rpn_cls": 0.04044907144270837, "loss_rpn_loc": 0.07167926151305437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781065618771278, "mask_rcnn/false_negative": 0.10667639734509264, "mask_rcnn/false_positive": 0.12799464161527463, "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": 0.9922758569009602, "total_loss": 0.8148535585496575}
{"data_time": 0.027460345532745123, "eta_seconds": 232051.61415635608, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3534090909090909, "fast_rcnn/fg_cls_accuracy": 0.6173457859456202, "iteration": 36379, "loss_box_reg": 0.2126405294984579, "loss_cls": 0.18028129823505878, "loss_mask": 0.24494216963648796, "loss_rpn_cls": 0.03742717066779733, "loss_rpn_loc": 0.0771947936154902, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997622446470126, "mask_rcnn/false_negative": 0.08549488867108974, "mask_rcnn/false_positive": 0.09604302878967068, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9894247003830969, "total_loss": 0.7599998940131627}
{"data_time": 0.016420021886005998, "eta_seconds": 232031.74842447042, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3257854365871598, "fast_rcnn/fg_cls_accuracy": 0.6360252650575231, "iteration": 36399, "loss_box_reg": 0.24177716299891472, "loss_cls": 0.20723231695592403, "loss_mask": 0.2590292729437351, "loss_rpn_cls": 0.043531322036869824, "loss_rpn_loc": 0.0838235686533153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915288383565347, "mask_rcnn/false_negative": 0.08985758500489383, "mask_rcnn/false_positive": 0.12023020111739126, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9799038209021091, "total_loss": 0.8343909216346219}
{"data_time": 0.015553493052721024, "eta_seconds": 232069.0805343585, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3764887769125057, "fast_rcnn/fg_cls_accuracy": 0.5943075379125781, "iteration": 36419, "loss_box_reg": 0.22075791656970978, "loss_cls": 0.19740531127899885, "loss_mask": 0.25380316376686096, "loss_rpn_cls": 0.04507746500894427, "loss_rpn_loc": 0.07416212931275368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904813420850076, "mask_rcnn/false_negative": 0.08567537758606855, "mask_rcnn/false_positive": 0.1285267397248797, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9797552707605064, "total_loss": 0.8086523237871006}
{"data_time": 0.012797898845747113, "eta_seconds": 232006.25503897667, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.34682356483340027, "fast_rcnn/fg_cls_accuracy": 0.6279236106144053, "iteration": 36439, "loss_box_reg": 0.22685639467090368, "loss_cls": 0.18264596909284592, "loss_mask": 0.2662009485065937, "loss_rpn_cls": 0.03683889703825116, "loss_rpn_loc": 0.0786956938682124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782354538222914, "mask_rcnn/false_negative": 0.1091100670578044, "mask_rcnn/false_positive": 0.14010460441340972, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9988110868725926, "total_loss": 0.7906314884312451}
{"data_time": 0.015690725529566407, "eta_seconds": 232029.3392755976, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3452080706179067, "fast_rcnn/fg_cls_accuracy": 0.605453972257251, "iteration": 36459, "loss_box_reg": 0.23029189370572567, "loss_cls": 0.20846181735396385, "loss_mask": 0.26192704029381275, "loss_rpn_cls": 0.041659422451630235, "loss_rpn_loc": 0.07315382827073336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864057973911574, "mask_rcnn/false_negative": 0.09076451705781027, "mask_rcnn/false_positive": 0.1322855868868813, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 1.0024918224662542, "total_loss": 0.8270316441776231}
{"data_time": 0.01515586324967444, "eta_seconds": 232049.67854099348, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33972104305639783, "fast_rcnn/fg_cls_accuracy": 0.5967505558924602, "iteration": 36479, "loss_box_reg": 0.22289657592773438, "loss_cls": 0.18947754427790642, "loss_mask": 0.2588627766817808, "loss_rpn_cls": 0.0365682061528787, "loss_rpn_loc": 0.09249759581871331, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921427431732186, "mask_rcnn/false_negative": 0.07719275633316808, "mask_rcnn/false_positive": 0.12085006280270727, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0229835230857134, "total_loss": 0.7730079034809023}
{"data_time": 0.018036472611129284, "eta_seconds": 231946.65418565273, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2824473180076628, "fast_rcnn/fg_cls_accuracy": 0.6647509578544062, "iteration": 36499, "loss_box_reg": 0.23559702187776566, "loss_cls": 0.21043800376355648, "loss_mask": 0.26020064018666744, "loss_rpn_cls": 0.04346264596097171, "loss_rpn_loc": 0.06772851315326989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970560987723386, "mask_rcnn/false_negative": 0.08697695919195145, "mask_rcnn/false_positive": 0.12984505682873476, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9612136997748166, "total_loss": 0.8177176236640662}
{"data_time": 0.027681440580636263, "eta_seconds": 231926.78723454475, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.40539580846466505, "fast_rcnn/fg_cls_accuracy": 0.5668621824626551, "iteration": 36519, "loss_box_reg": 0.22863166965544224, "loss_cls": 0.20295544900000095, "loss_mask": 0.2713692896068096, "loss_rpn_cls": 0.050129167502745986, "loss_rpn_loc": 0.08421758003532887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797489812909469, "mask_rcnn/false_negative": 0.10544887472257976, "mask_rcnn/false_positive": 0.1263783926840678, "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": 1.0089515070430934, "total_loss": 0.8604798237793148}
{"data_time": 0.026830638758838177, "eta_seconds": 231990.05632143002, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.34341310668754194, "fast_rcnn/fg_cls_accuracy": 0.6190959019856359, "iteration": 36539, "loss_box_reg": 0.26070268638432026, "loss_cls": 0.22474531829357147, "loss_mask": 0.26786454394459724, "loss_rpn_cls": 0.0502870618365705, "loss_rpn_loc": 0.10094903456047177, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941272503796198, "mask_rcnn/false_negative": 0.10563050246770392, "mask_rcnn/false_positive": 0.10995390310214115, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9982514488510787, "total_loss": 0.9363752107601613}
{"data_time": 0.015142978867515922, "eta_seconds": 232299.22558095306, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30302878347206896, "fast_rcnn/fg_cls_accuracy": 0.6644391654616815, "iteration": 36559, "loss_box_reg": 0.23012121580541134, "loss_cls": 0.1983980555087328, "loss_mask": 0.24765121191740036, "loss_rpn_cls": 0.0482361672911793, "loss_rpn_loc": 0.07787691568955779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961141905661134, "mask_rcnn/false_negative": 0.09056784122262443, "mask_rcnn/false_positive": 0.13809511077002998, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0012805212754756, "total_loss": 0.8250102500896901}
{"data_time": 0.017046571476384997, "eta_seconds": 232230.36213446874, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.37879542060726734, "fast_rcnn/fg_cls_accuracy": 0.5641488302638128, "iteration": 36579, "loss_box_reg": 0.21025747433304787, "loss_cls": 0.1958105992525816, "loss_mask": 0.2544002514332533, "loss_rpn_cls": 0.03951627263450064, "loss_rpn_loc": 0.0708636922063306, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001221666401868, "mask_rcnn/false_negative": 0.08604935971921532, "mask_rcnn/false_positive": 0.11590633109685167, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.003790270537138, "total_loss": 0.7861769540468231}
{"data_time": 0.015369558474048972, "eta_seconds": 232140.30294790864, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3754419975186104, "fast_rcnn/fg_cls_accuracy": 0.5988600702067751, "iteration": 36599, "loss_box_reg": 0.24391735345125198, "loss_cls": 0.2070041038095951, "loss_mask": 0.26142652332782745, "loss_rpn_cls": 0.038718499476090074, "loss_rpn_loc": 0.07290278282016516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868379418911172, "mask_rcnn/false_negative": 0.10187445000377071, "mask_rcnn/false_positive": 0.12655985920688567, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9903986742720008, "total_loss": 0.8517959710443392}
{"data_time": 0.016189187299460173, "eta_seconds": 232184.33478472754, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3745521885521885, "fast_rcnn/fg_cls_accuracy": 0.598804780876494, "iteration": 36619, "loss_box_reg": 0.23074845876544714, "loss_cls": 0.22187995351850986, "loss_mask": 0.2606609519571066, "loss_rpn_cls": 0.041007658932358027, "loss_rpn_loc": 0.08134224102832377, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963728734389473, "mask_rcnn/false_negative": 0.08818555891592614, "mask_rcnn/false_positive": 0.1250903592031365, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0032428989652544, "total_loss": 0.8015935868024826}
{"data_time": 0.015710876556113362, "eta_seconds": 232026.84698315337, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3166607711354793, "fast_rcnn/fg_cls_accuracy": 0.6530361985614903, "iteration": 36639, "loss_box_reg": 0.2229240983724594, "loss_cls": 0.19338751677423716, "loss_mask": 0.25080922804772854, "loss_rpn_cls": 0.03605574351968244, "loss_rpn_loc": 0.06230716733261943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921765220032236, "mask_rcnn/false_negative": 0.0931447730079188, "mask_rcnn/false_positive": 0.12222716357615102, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9794321756344289, "total_loss": 0.7912401408539154}
{"data_time": 0.02334615495055914, "eta_seconds": 232006.961240354, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.417470506592644, "fast_rcnn/fg_cls_accuracy": 0.5313636363636364, "iteration": 36659, "loss_box_reg": 0.2329586325213313, "loss_cls": 0.20594443753361702, "loss_mask": 0.25543571449816227, "loss_rpn_cls": 0.04759774426929653, "loss_rpn_loc": 0.08735225955024362, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807550882112645, "mask_rcnn/false_negative": 0.09991952995833306, "mask_rcnn/false_positive": 0.1363758106321729, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9853603483643383, "total_loss": 0.8552523554535583}
{"data_time": 0.019111206056550145, "eta_seconds": 231895.943162404, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3235802469135802, "fast_rcnn/fg_cls_accuracy": 0.6435654008438818, "iteration": 36679, "loss_box_reg": 0.2208036556839943, "loss_cls": 0.19630678370594978, "loss_mask": 0.26176688075065613, "loss_rpn_cls": 0.04122647875919938, "loss_rpn_loc": 0.06677898578345776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855798481364376, "mask_rcnn/false_negative": 0.10565642824923459, "mask_rcnn/false_positive": 0.1266771011502199, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.994917623931542, "total_loss": 0.7899702882859856}
{"data_time": 0.014042169554159045, "eta_seconds": 231967.18975475524, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.31959761549925486, "fast_rcnn/fg_cls_accuracy": 0.6573572411420708, "iteration": 36699, "loss_box_reg": 0.2339127492159605, "loss_cls": 0.18750715255737305, "loss_mask": 0.2620122693479061, "loss_rpn_cls": 0.043621358810923994, "loss_rpn_loc": 0.0811097901314497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859785064109852, "mask_rcnn/false_negative": 0.0972665843390608, "mask_rcnn/false_positive": 0.13667160534819334, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9890868780203164, "total_loss": 0.8228234087582678}
{"data_time": 0.016625097021460533, "eta_seconds": 232140.00746883452, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3495127004834625, "fast_rcnn/fg_cls_accuracy": 0.6206413890857547, "iteration": 36719, "loss_box_reg": 0.23762320168316364, "loss_cls": 0.19666527025401592, "loss_mask": 0.26402048021554947, "loss_rpn_cls": 0.039755371515639126, "loss_rpn_loc": 0.08763190056197345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992929121856212, "mask_rcnn/false_negative": 0.09397454828724777, "mask_rcnn/false_positive": 0.12053531614450676, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9939143152441829, "total_loss": 0.8371674232184887}
{"data_time": 0.017341478960588574, "eta_seconds": 232001.0585502535, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.3623496626576709, "fast_rcnn/fg_cls_accuracy": 0.6103826768713833, "iteration": 36739, "loss_box_reg": 0.23447455279529095, "loss_cls": 0.20763277634978294, "loss_mask": 0.2581545654684305, "loss_rpn_cls": 0.04358558251988143, "loss_rpn_loc": 0.081357900518924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897481065257431, "mask_rcnn/false_negative": 0.08717322863854421, "mask_rcnn/false_positive": 0.12458089857618464, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9736776573117822, "total_loss": 0.836463401792571}
{"data_time": 0.022913354448974133, "eta_seconds": 232114.48124748655, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3573066188197767, "fast_rcnn/fg_cls_accuracy": 0.6255371419053963, "iteration": 36759, "loss_box_reg": 0.2326960638165474, "loss_cls": 0.20240271277725697, "loss_mask": 0.26231524907052517, "loss_rpn_cls": 0.04354800272267312, "loss_rpn_loc": 0.08232807950116694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847100039822411, "mask_rcnn/false_negative": 0.08110300687136504, "mask_rcnn/false_positive": 0.13685950168938776, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.9747224061284214, "total_loss": 0.856115049100481}
{"data_time": 0.022779399529099464, "eta_seconds": 232169.22843857668, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3622923509614412, "fast_rcnn/fg_cls_accuracy": 0.6086216408972858, "iteration": 36779, "loss_box_reg": 0.23688860516995192, "loss_cls": 0.22622724017128348, "loss_mask": 0.24951938353478909, "loss_rpn_cls": 0.04437711392529309, "loss_rpn_loc": 0.07915157079696655, "lr": 0.0001, "mask_rcnn/accuracy": 0.886900643745609, "mask_rcnn/false_negative": 0.09567515427854492, "mask_rcnn/false_positive": 0.13295546853300072, "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": 0.9584023607894778, "total_loss": 0.8285144441761076}
{"data_time": 0.016849846113473177, "eta_seconds": 232086.22370408848, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3852583849641757, "fast_rcnn/fg_cls_accuracy": 0.5833395487600224, "iteration": 36799, "loss_box_reg": 0.26623864471912384, "loss_cls": 0.21500211209058762, "loss_mask": 0.267340375110507, "loss_rpn_cls": 0.042120758444070816, "loss_rpn_loc": 0.0742797264829278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775157182219699, "mask_rcnn/false_negative": 0.12029204458037658, "mask_rcnn/false_positive": 0.12450765542283013, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9889182467013597, "total_loss": 0.8500671574147418}
{"data_time": 0.01504399161785841, "eta_seconds": 232129.4086583797, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3888384983623079, "fast_rcnn/fg_cls_accuracy": 0.5937515747039557, "iteration": 36819, "loss_box_reg": 0.2566123828291893, "loss_cls": 0.21314417198300362, "loss_mask": 0.2625008560717106, "loss_rpn_cls": 0.041944137774407864, "loss_rpn_loc": 0.08609555196017027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896274588166605, "mask_rcnn/false_negative": 0.08702292694709834, "mask_rcnn/false_positive": 0.1133501589846517, "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": 1.0038041819352657, "total_loss": 0.8691267794929445}
{"data_time": 0.01823405735194683, "eta_seconds": 232118.13400556333, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36838684518393344, "fast_rcnn/fg_cls_accuracy": 0.5997832253920676, "iteration": 36839, "loss_box_reg": 0.23404146172106266, "loss_cls": 0.20468510501086712, "loss_mask": 0.26660181023180485, "loss_rpn_cls": 0.04302933602593839, "loss_rpn_loc": 0.08055613655596972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838285552316165, "mask_rcnn/false_negative": 0.09866505388080082, "mask_rcnn/false_positive": 0.1328415893741804, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0060301260091364, "total_loss": 0.8174252077005804}
{"data_time": 0.02495586546137929, "eta_seconds": 232478.9811855508, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3650238726790451, "fast_rcnn/fg_cls_accuracy": 0.5717333640871871, "iteration": 36859, "loss_box_reg": 0.2516031563282013, "loss_cls": 0.21525243762880564, "loss_mask": 0.2628201860934496, "loss_rpn_cls": 0.0449812482111156, "loss_rpn_loc": 0.07382778613828123, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827579533697804, "mask_rcnn/false_negative": 0.1134159817005691, "mask_rcnn/false_positive": 0.13074368046527968, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0147295156493783, "total_loss": 0.8590715011814609}
{"data_time": 0.02571248053573072, "eta_seconds": 232514.20535877347, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.32917985232067515, "fast_rcnn/fg_cls_accuracy": 0.609353023909986, "iteration": 36879, "loss_box_reg": 0.2666196431964636, "loss_cls": 0.22895087487995625, "loss_mask": 0.2647733371704817, "loss_rpn_cls": 0.05184560059569776, "loss_rpn_loc": 0.08298259566072375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816145240974212, "mask_rcnn/false_negative": 0.11250276234360462, "mask_rcnn/false_positive": 0.12866405350268856, "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": 0.9774984696414322, "total_loss": 0.8958436251850799}
{"data_time": 0.02677157847210765, "eta_seconds": 232501.5297270147, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33771809628208643, "fast_rcnn/fg_cls_accuracy": 0.6407137312579156, "iteration": 36899, "loss_box_reg": 0.2323834877461195, "loss_cls": 0.21047983039170504, "loss_mask": 0.25902752950787544, "loss_rpn_cls": 0.04980244510807097, "loss_rpn_loc": 0.09802645817399025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788797525273752, "mask_rcnn/false_negative": 0.10338173312157387, "mask_rcnn/false_positive": 0.12507579166554897, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0218815163243562, "total_loss": 0.8521373600233346}
{"data_time": 0.015632182592526078, "eta_seconds": 232333.99385882542, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.39046144773698954, "fast_rcnn/fg_cls_accuracy": 0.525984077841663, "iteration": 36919, "loss_box_reg": 0.23866407573223114, "loss_cls": 0.21987806633114815, "loss_mask": 0.2720352504402399, "loss_rpn_cls": 0.04917461844161153, "loss_rpn_loc": 0.10435074474662542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803421223701835, "mask_rcnn/false_negative": 0.11383990729899332, "mask_rcnn/false_positive": 0.14748917163778297, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9841461905743927, "total_loss": 0.877394852694124}
{"data_time": 0.015347749693319201, "eta_seconds": 232399.20800851192, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.34779494104472697, "fast_rcnn/fg_cls_accuracy": 0.597872340425532, "iteration": 36939, "loss_box_reg": 0.25052390806376934, "loss_cls": 0.21549172326922417, "loss_mask": 0.2571708429604769, "loss_rpn_cls": 0.05414035159628838, "loss_rpn_loc": 0.09420966450124979, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787485827664399, "mask_rcnn/false_negative": 0.09458589786753914, "mask_rcnn/false_positive": 0.13161185420991328, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9876677633728832, "total_loss": 0.8938316475832835}
{"data_time": 0.01965275011025369, "eta_seconds": 232504.91118097678, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3734586829160088, "fast_rcnn/fg_cls_accuracy": 0.6254126489124336, "iteration": 36959, "loss_box_reg": 0.21718419529497623, "loss_cls": 0.18727938272058964, "loss_mask": 0.2633772734552622, "loss_rpn_cls": 0.04250978818163276, "loss_rpn_loc": 0.0863503236323595, "lr": 0.0001, "mask_rcnn/accuracy": 0.889775391567557, "mask_rcnn/false_negative": 0.08979224527547205, "mask_rcnn/false_positive": 0.12913044429591378, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0282705405261368, "total_loss": 0.8231023277621716}
{"data_time": 0.015973442466929555, "eta_seconds": 232414.4652226381, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3086033059740735, "fast_rcnn/fg_cls_accuracy": 0.6562313892087188, "iteration": 36979, "loss_box_reg": 0.22936311922967434, "loss_cls": 0.19200276210904121, "loss_mask": 0.256445387378335, "loss_rpn_cls": 0.03878959291614592, "loss_rpn_loc": 0.07126631494611502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952460676008014, "mask_rcnn/false_negative": 0.09237247468119932, "mask_rcnn/false_positive": 0.11727637780922465, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9836914232000709, "total_loss": 0.8162273361813277}
{"data_time": 0.025343883084133267, "eta_seconds": 232401.78647101857, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.34579922269081287, "fast_rcnn/fg_cls_accuracy": 0.6068068622025456, "iteration": 36999, "loss_box_reg": 0.2627781592309475, "loss_cls": 0.2223326526582241, "loss_mask": 0.25924744829535484, "loss_rpn_cls": 0.046082385699264705, "loss_rpn_loc": 0.08900823490694165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863582659761258, "mask_rcnn/false_negative": 0.09595153504744855, "mask_rcnn/false_positive": 0.13439779969799637, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9930104888044298, "total_loss": 0.8952063955366611}
{"data_time": 0.015458744950592518, "eta_seconds": 232451.83433240745, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.371967256715624, "fast_rcnn/fg_cls_accuracy": 0.6220625364148378, "iteration": 37019, "loss_box_reg": 0.2573473285883665, "loss_cls": 0.21417109854519367, "loss_mask": 0.2675761245191097, "loss_rpn_cls": 0.05249925237149, "loss_rpn_loc": 0.08663236303254962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914047700080925, "mask_rcnn/false_negative": 0.10376257916525117, "mask_rcnn/false_positive": 0.12038709044704972, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0120959524065256, "total_loss": 0.8912257889751345}
{"data_time": 0.017333475407212973, "eta_seconds": 232542.56341814995, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3468013468013468, "fast_rcnn/fg_cls_accuracy": 0.6112371021866658, "iteration": 37039, "loss_box_reg": 0.23464031144976616, "loss_cls": 0.2023437898606062, "loss_mask": 0.2600850239396095, "loss_rpn_cls": 0.039703362504951656, "loss_rpn_loc": 0.0961104609305039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976759862988123, "mask_rcnn/false_negative": 0.09966905437880666, "mask_rcnn/false_positive": 0.1147750196681595, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0001601921394467, "total_loss": 0.8499804806197062}
{"data_time": 0.015811584889888763, "eta_seconds": 232540.17130931374, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33445496842804917, "fast_rcnn/fg_cls_accuracy": 0.6301965230536659, "iteration": 37059, "loss_box_reg": 0.2365877442061901, "loss_cls": 0.19540341943502426, "loss_mask": 0.25103078596293926, "loss_rpn_cls": 0.03866056562401354, "loss_rpn_loc": 0.09161262772977352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878843886935405, "mask_rcnn/false_negative": 0.09411300980321197, "mask_rcnn/false_positive": 0.12523399904686286, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.010962140513584, "total_loss": 0.831382941105403}
{"data_time": 0.015277717495337129, "eta_seconds": 232748.42174118385, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.32079138524276796, "fast_rcnn/fg_cls_accuracy": 0.6415085951393005, "iteration": 37079, "loss_box_reg": 0.23950206860899925, "loss_cls": 0.18947825487703085, "loss_mask": 0.2574994396418333, "loss_rpn_cls": 0.04627152194734663, "loss_rpn_loc": 0.07808405114337802, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039421637174937, "mask_rcnn/false_negative": 0.09588251294544858, "mask_rcnn/false_positive": 0.11924982536376699, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0032148170284927, "total_loss": 0.8393079986562952}
{"data_time": 0.033459378872066736, "eta_seconds": 232875.9337364696, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33431793770139634, "fast_rcnn/fg_cls_accuracy": 0.6249826641703071, "iteration": 37099, "loss_box_reg": 0.21074862405657768, "loss_cls": 0.17904801666736603, "loss_mask": 0.2498312834650278, "loss_rpn_cls": 0.03456455119885504, "loss_rpn_loc": 0.07507916283793747, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865669652934136, "mask_rcnn/false_negative": 0.10068700970649579, "mask_rcnn/false_positive": 0.12928677006091718, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0244455430656672, "total_loss": 0.7359500121092424}
{"data_time": 0.013251983327791095, "eta_seconds": 232855.93580313027, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.29294928794230146, "fast_rcnn/fg_cls_accuracy": 0.6535205535205535, "iteration": 37119, "loss_box_reg": 0.22906336560845375, "loss_cls": 0.1922933179885149, "loss_mask": 0.2584990318864584, "loss_rpn_cls": 0.04230633866973221, "loss_rpn_loc": 0.07592160580679774, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919685353921856, "mask_rcnn/false_negative": 0.08833437503982075, "mask_rcnn/false_positive": 0.10923641568262712, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9987072560470551, "total_loss": 0.7881593382917345}
{"data_time": 0.01492331549525261, "eta_seconds": 232806.14620140754, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28936195481131793, "fast_rcnn/fg_cls_accuracy": 0.6577669902912622, "iteration": 37139, "loss_box_reg": 0.23509853705763817, "loss_cls": 0.19360923022031784, "loss_mask": 0.2668518200516701, "loss_rpn_cls": 0.03593888692557812, "loss_rpn_loc": 0.09084393223747611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915963715986669, "mask_rcnn/false_negative": 0.09950442959311116, "mask_rcnn/false_positive": 0.12891806250806714, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.003986888565123, "total_loss": 0.8238844651496038}
{"data_time": 0.016942265909165144, "eta_seconds": 232690.66325603053, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.33086185844806537, "fast_rcnn/fg_cls_accuracy": 0.6487221590669867, "iteration": 37159, "loss_box_reg": 0.22644823137670755, "loss_cls": 0.19694862142205238, "loss_mask": 0.27238727547228336, "loss_rpn_cls": 0.04092925111763179, "loss_rpn_loc": 0.10853191511705518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811692358014417, "mask_rcnn/false_negative": 0.09898044247194823, "mask_rcnn/false_positive": 0.13562312449591296, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9936535505112261, "total_loss": 0.8429491163697094}
{"data_time": 0.020079711452126503, "eta_seconds": 232530.56946974713, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.353243917654398, "fast_rcnn/fg_cls_accuracy": 0.5977972984903328, "iteration": 37179, "loss_box_reg": 0.23136216029524803, "loss_cls": 0.195307987742126, "loss_mask": 0.253939488902688, "loss_rpn_cls": 0.0416288860142231, "loss_rpn_loc": 0.07621991308405995, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019818143214468, "mask_rcnn/false_negative": 0.08896121702239564, "mask_rcnn/false_positive": 0.12333561653512634, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9997175650205463, "total_loss": 0.7926659107906744}
{"data_time": 0.015011179959401488, "eta_seconds": 232314.10318650305, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3325794102244614, "fast_rcnn/fg_cls_accuracy": 0.6078625748799796, "iteration": 37199, "loss_box_reg": 0.24308132752776146, "loss_cls": 0.20721188932657242, "loss_mask": 0.2626461647450924, "loss_rpn_cls": 0.048979033599607646, "loss_rpn_loc": 0.0885544721968472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773096356626879, "mask_rcnn/false_negative": 0.11891750262634035, "mask_rcnn/false_positive": 0.13195050842736994, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9884867940563709, "total_loss": 0.8447400454897434}
{"data_time": 0.02225998230278492, "eta_seconds": 232490.6191958068, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.32927311982727603, "fast_rcnn/fg_cls_accuracy": 0.651100223482895, "iteration": 37219, "loss_box_reg": 0.24556678161025047, "loss_cls": 0.20434611849486828, "loss_mask": 0.24862591922283173, "loss_rpn_cls": 0.044016829458996654, "loss_rpn_loc": 0.0846269961912185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899115805742587, "mask_rcnn/false_negative": 0.09551016328115519, "mask_rcnn/false_positive": 0.12482560404673314, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.043700021924451, "total_loss": 0.7938954679993913}
{"data_time": 0.01869505294598639, "eta_seconds": 232554.10787813365, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35727969348659006, "fast_rcnn/fg_cls_accuracy": 0.618431855500821, "iteration": 37239, "loss_box_reg": 0.24076220206916332, "loss_cls": 0.20135246496647596, "loss_mask": 0.2569310609251261, "loss_rpn_cls": 0.041305459570139647, "loss_rpn_loc": 0.0687955201137811, "lr": 0.0001, "mask_rcnn/accuracy": 0.890186751697543, "mask_rcnn/false_negative": 0.09717151286214766, "mask_rcnn/false_positive": 0.1257235983385065, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0186172493267804, "total_loss": 0.826279015513137}
{"data_time": 0.023457007948309183, "eta_seconds": 232340.5145983072, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3347889374090247, "fast_rcnn/fg_cls_accuracy": 0.6015795206971677, "iteration": 37259, "loss_box_reg": 0.2310033943504095, "loss_cls": 0.192013724707067, "loss_mask": 0.2547449767589569, "loss_rpn_cls": 0.03902038699015975, "loss_rpn_loc": 0.07118798373267055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857891134365066, "mask_rcnn/false_negative": 0.0899282312069811, "mask_rcnn/false_positive": 0.12143638509696261, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9960712650790811, "total_loss": 0.8320588666247204}
{"data_time": 0.014208291890099645, "eta_seconds": 232320.54892720655, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3492867769318281, "fast_rcnn/fg_cls_accuracy": 0.6268049356786558, "iteration": 37279, "loss_box_reg": 0.21859819069504738, "loss_cls": 0.19974664971232414, "loss_mask": 0.25880997627973557, "loss_rpn_cls": 0.042389531154185534, "loss_rpn_loc": 0.08154979953542352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826033315111759, "mask_rcnn/false_negative": 0.09915919014072859, "mask_rcnn/false_positive": 0.13239544325523217, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9885018244385719, "total_loss": 0.8433927104342729}
{"data_time": 0.015152652747929096, "eta_seconds": 232199.9984434573, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3861012035634599, "fast_rcnn/fg_cls_accuracy": 0.5963175570134334, "iteration": 37299, "loss_box_reg": 0.2674855422228575, "loss_cls": 0.2034596772864461, "loss_mask": 0.2688328865915537, "loss_rpn_cls": 0.05097900005057454, "loss_rpn_loc": 0.09318755613639951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894461052218324, "mask_rcnn/false_negative": 0.10553026189456981, "mask_rcnn/false_positive": 0.12636564715658288, "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": 0.9621292077936232, "total_loss": 0.8789176860591397}
{"data_time": 0.016745683504268527, "eta_seconds": 232180.04141737707, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3222419003984831, "fast_rcnn/fg_cls_accuracy": 0.6290717412668632, "iteration": 37319, "loss_box_reg": 0.24513621535152197, "loss_cls": 0.1935566160827875, "loss_mask": 0.25609725154936314, "loss_rpn_cls": 0.036945011117495596, "loss_rpn_loc": 0.08205504878424108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847030961848721, "mask_rcnn/false_negative": 0.09864962221322596, "mask_rcnn/false_positive": 0.1270499953449914, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9941763891838491, "total_loss": 0.8419491226086393}
{"data_time": 0.014809695538133383, "eta_seconds": 232216.47304581013, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3131690816247181, "fast_rcnn/fg_cls_accuracy": 0.6324714137214137, "iteration": 37339, "loss_box_reg": 0.21971486322581768, "loss_cls": 0.18510428443551064, "loss_mask": 0.25589568354189396, "loss_rpn_cls": 0.03682810766622424, "loss_rpn_loc": 0.06885177735239267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929067657847286, "mask_rcnn/false_negative": 0.10089225418652165, "mask_rcnn/false_positive": 0.12122662329128565, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.005653799045831, "total_loss": 0.7577223324915394}
{"data_time": 0.015546610113233328, "eta_seconds": 232224.5611076802, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31496890919308934, "fast_rcnn/fg_cls_accuracy": 0.6503431512725193, "iteration": 37359, "loss_box_reg": 0.23165861330926418, "loss_cls": 0.20676768384873867, "loss_mask": 0.25808356143534184, "loss_rpn_cls": 0.040828555822372437, "loss_rpn_loc": 0.08317544916644692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929271063757671, "mask_rcnn/false_negative": 0.09364776184466372, "mask_rcnn/false_positive": 0.12419809909522578, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.994904070859775, "total_loss": 0.8070340938866138}
{"data_time": 0.014059220906347036, "eta_seconds": 232143.88952732552, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.35461784807175545, "fast_rcnn/fg_cls_accuracy": 0.5931300361211448, "iteration": 37379, "loss_box_reg": 0.2358977608382702, "loss_cls": 0.1996202073059976, "loss_mask": 0.25691587291657925, "loss_rpn_cls": 0.04122686944901943, "loss_rpn_loc": 0.068273980403319, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860896379946811, "mask_rcnn/false_negative": 0.09896223209977922, "mask_rcnn/false_positive": 0.1281161411721355, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9754361009690911, "total_loss": 0.8281223003286868}
{"data_time": 0.01475536753423512, "eta_seconds": 232156.58742566593, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3278549481500448, "fast_rcnn/fg_cls_accuracy": 0.6395084647141946, "iteration": 37399, "loss_box_reg": 0.23852977249771357, "loss_cls": 0.2028730995953083, "loss_mask": 0.24559753946959972, "loss_rpn_cls": 0.03574798069894314, "loss_rpn_loc": 0.06592616369016469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949675242096335, "mask_rcnn/false_negative": 0.09364192099266049, "mask_rcnn/false_positive": 0.11488285320461566, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9970849198289216, "total_loss": 0.7885012491606176}
{"data_time": 0.018680684501305223, "eta_seconds": 232052.7411324205, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.344298665645151, "fast_rcnn/fg_cls_accuracy": 0.6105229085745312, "iteration": 37419, "loss_box_reg": 0.22467347607016563, "loss_cls": 0.19049518881365657, "loss_mask": 0.24928746558725834, "loss_rpn_cls": 0.043187485658563673, "loss_rpn_loc": 0.0740464647533372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890846434145971, "mask_rcnn/false_negative": 0.09777264975957489, "mask_rcnn/false_positive": 0.12581419171391867, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9835756889078766, "total_loss": 0.7843179064220749}
{"data_time": 0.016393843572586775, "eta_seconds": 232013.7111007981, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32580469600373196, "fast_rcnn/fg_cls_accuracy": 0.6222006670750799, "iteration": 37439, "loss_box_reg": 0.23267018236219883, "loss_cls": 0.2011202834546566, "loss_mask": 0.2719359491020441, "loss_rpn_cls": 0.037165636429563165, "loss_rpn_loc": 0.07590425468515605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891357906173982, "mask_rcnn/false_negative": 0.10093211117671605, "mask_rcnn/false_positive": 0.11559144902023549, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9853888947982341, "total_loss": 0.8268989425851032}
{"data_time": 0.016112205805256963, "eta_seconds": 231920.01878800336, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3540052461662631, "fast_rcnn/fg_cls_accuracy": 0.6346953188054882, "iteration": 37459, "loss_box_reg": 0.2295364961028099, "loss_cls": 0.18614006415009499, "loss_mask": 0.2440552618354559, "loss_rpn_cls": 0.032153207808732986, "loss_rpn_loc": 0.06621342967264354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009554734429059, "mask_rcnn/false_negative": 0.08399146668113171, "mask_rcnn/false_positive": 0.12395826213363695, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9860531410668045, "total_loss": 0.7540581559296697}
{"data_time": 0.017828657291829586, "eta_seconds": 231588.09459225275, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33368985136505974, "fast_rcnn/fg_cls_accuracy": 0.611887854864082, "iteration": 37479, "loss_box_reg": 0.22466182708740234, "loss_cls": 0.20052896905690432, "loss_mask": 0.2582786213606596, "loss_rpn_cls": 0.04182254592888057, "loss_rpn_loc": 0.07960323477163911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907712185773411, "mask_rcnn/false_negative": 0.10469904593652665, "mask_rcnn/false_positive": 0.11377265860317601, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9717010394670069, "total_loss": 0.838013848522678}
{"data_time": 0.02600279450416565, "eta_seconds": 231588.85089622345, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.36321160597508084, "fast_rcnn/fg_cls_accuracy": 0.6115172096235755, "iteration": 37499, "loss_box_reg": 0.22405128087848425, "loss_cls": 0.1917748935520649, "loss_mask": 0.2507652249187231, "loss_rpn_cls": 0.04093571822158992, "loss_rpn_loc": 0.07920216198544949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866364432365061, "mask_rcnn/false_negative": 0.11328549146162761, "mask_rcnn/false_positive": 0.12973781827139305, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9883398080710322, "total_loss": 0.803255079430528}
{"data_time": 0.015989061910659075, "eta_seconds": 231548.25490627438, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39424812030075185, "fast_rcnn/fg_cls_accuracy": 0.5906365159128979, "iteration": 37519, "loss_box_reg": 0.21928510908037424, "loss_cls": 0.18650577310472727, "loss_mask": 0.24793622456490993, "loss_rpn_cls": 0.03725017490796745, "loss_rpn_loc": 0.07701773557346314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878171870792773, "mask_rcnn/false_negative": 0.100878395442281, "mask_rcnn/false_positive": 0.1284956733098359, "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": 0.9893975113518536, "total_loss": 0.7654971822630614}
{"data_time": 0.021808210527524352, "eta_seconds": 231514.19418919832, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.32593841512112876, "fast_rcnn/fg_cls_accuracy": 0.668411867364747, "iteration": 37539, "loss_box_reg": 0.22233638167381287, "loss_cls": 0.1938420608639717, "loss_mask": 0.24581491202116013, "loss_rpn_cls": 0.040969176683574915, "loss_rpn_loc": 0.06005767942406237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976678827373659, "mask_rcnn/false_negative": 0.08528990403768583, "mask_rcnn/false_positive": 0.1223173930148754, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9895458817481995, "total_loss": 0.7834897255524993}
{"data_time": 0.024300268851220608, "eta_seconds": 231069.63545948267, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2871450304259635, "fast_rcnn/fg_cls_accuracy": 0.6879124104731713, "iteration": 37559, "loss_box_reg": 0.24159738793969154, "loss_cls": 0.19479313306510448, "loss_mask": 0.2519060168415308, "loss_rpn_cls": 0.034749110927805305, "loss_rpn_loc": 0.08046547940466553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904255238027456, "mask_rcnn/false_negative": 0.10573806372894806, "mask_rcnn/false_positive": 0.13081162644436833, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.979162520961836, "total_loss": 0.8102764135692269}
{"data_time": 0.016673512989655137, "eta_seconds": 231197.94917091727, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36395659170297107, "fast_rcnn/fg_cls_accuracy": 0.5770409673191561, "iteration": 37579, "loss_box_reg": 0.24558554776012897, "loss_cls": 0.21126557141542435, "loss_mask": 0.2635669894516468, "loss_rpn_cls": 0.03964708326384425, "loss_rpn_loc": 0.07282343972474337, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796546689304684, "mask_rcnn/false_negative": 0.09456819660194962, "mask_rcnn/false_positive": 0.14339312126291243, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.015590101480484, "total_loss": 0.8368392888223752}
{"data_time": 0.01953865773975849, "eta_seconds": 231380.47784026712, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3319367182794175, "fast_rcnn/fg_cls_accuracy": 0.6183517640863613, "iteration": 37599, "loss_box_reg": 0.24032991379499435, "loss_cls": 0.19040317554026842, "loss_mask": 0.2711833380162716, "loss_rpn_cls": 0.039567892788909376, "loss_rpn_loc": 0.07350256945937872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810796010905004, "mask_rcnn/false_negative": 0.09035598774052864, "mask_rcnn/false_positive": 0.1564423699704209, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.0018279324285686, "total_loss": 0.8165769974002615}
{"data_time": 0.017819989938288927, "eta_seconds": 231360.56557883509, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3538245792962774, "fast_rcnn/fg_cls_accuracy": 0.5910084310677782, "iteration": 37619, "loss_box_reg": 0.23791489098221064, "loss_cls": 0.2050419095903635, "loss_mask": 0.2553431149572134, "loss_rpn_cls": 0.042141111160162836, "loss_rpn_loc": 0.08126326045021415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878019658342571, "mask_rcnn/false_negative": 0.10107348676578086, "mask_rcnn/false_positive": 0.1490843378614691, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.006871016928926, "total_loss": 0.8318338830722496}
{"data_time": 0.022609112551435828, "eta_seconds": 231340.65331740305, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.374342632675966, "fast_rcnn/fg_cls_accuracy": 0.6198738170347003, "iteration": 37639, "loss_box_reg": 0.2308825720101595, "loss_cls": 0.19805689714848995, "loss_mask": 0.24732902087271214, "loss_rpn_cls": 0.046076906961388886, "loss_rpn_loc": 0.09292926965281367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915164255977348, "mask_rcnn/false_negative": 0.11031216904355039, "mask_rcnn/false_positive": 0.11910187555842516, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.987968489760533, "total_loss": 0.8317661714972928}
{"data_time": 0.01631475565955043, "eta_seconds": 231004.5217443211, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.35702282593474305, "fast_rcnn/fg_cls_accuracy": 0.611044202434337, "iteration": 37659, "loss_box_reg": 0.25869140587747097, "loss_cls": 0.21822740975767374, "loss_mask": 0.2685049921274185, "loss_rpn_cls": 0.04245845042169094, "loss_rpn_loc": 0.08977269346360117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833492070227912, "mask_rcnn/false_negative": 0.10805254693743044, "mask_rcnn/false_positive": 0.12178377508210422, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9720644599292427, "total_loss": 0.9017973591107875}
{"data_time": 0.014851921470835805, "eta_seconds": 230938.3311612904, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33954933064368237, "fast_rcnn/fg_cls_accuracy": 0.6251128923007451, "iteration": 37679, "loss_box_reg": 0.2389440070837736, "loss_cls": 0.19636757858097553, "loss_mask": 0.26078268326818943, "loss_rpn_cls": 0.045847350847907364, "loss_rpn_loc": 0.0808305226964876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842175446733718, "mask_rcnn/false_negative": 0.08587343840138603, "mask_rcnn/false_positive": 0.138005381483952, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9752267263829708, "total_loss": 0.8251121274661273}
{"data_time": 0.0182474406901747, "eta_seconds": 230900.44409632683, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3745860927152318, "fast_rcnn/fg_cls_accuracy": 0.5804109478606123, "iteration": 37699, "loss_box_reg": 0.22580271027982235, "loss_cls": 0.1871073879301548, "loss_mask": 0.2620895765721798, "loss_rpn_cls": 0.04103847220540047, "loss_rpn_loc": 0.08180818567052484, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822154728753928, "mask_rcnn/false_negative": 0.08418491186304772, "mask_rcnn/false_positive": 0.14974811013007794, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9697929723188281, "total_loss": 0.7970051241572946}
{"data_time": 0.026981723261997104, "eta_seconds": 230898.56905193068, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3402329749103943, "fast_rcnn/fg_cls_accuracy": 0.6215771722433714, "iteration": 37719, "loss_box_reg": 0.2350742295384407, "loss_cls": 0.20222121383994818, "loss_mask": 0.2574169132858515, "loss_rpn_cls": 0.03728734818287194, "loss_rpn_loc": 0.0859110439196229, "lr": 0.0001, "mask_rcnn/accuracy": 0.891489741833129, "mask_rcnn/false_negative": 0.0989901218233758, "mask_rcnn/false_positive": 0.13114055314580197, "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": 1.014123596251011, "total_loss": 0.8395614949986339}
{"data_time": 0.016732754418626428, "eta_seconds": 230860.6850874424, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3359678933953405, "fast_rcnn/fg_cls_accuracy": 0.6151530981751694, "iteration": 37739, "loss_box_reg": 0.22613807674497366, "loss_cls": 0.18638789094984531, "loss_mask": 0.25628114491701126, "loss_rpn_cls": 0.032911258400417864, "loss_rpn_loc": 0.07800750597380102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893152543293521, "mask_rcnn/false_negative": 0.10169641331725984, "mask_rcnn/false_positive": 0.12349784357225169, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9718466878402978, "total_loss": 0.8040351863019168}
{"data_time": 0.016693838173523545, "eta_seconds": 230870.81457197666, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3035714285714286, "fast_rcnn/fg_cls_accuracy": 0.6533744347460301, "iteration": 37759, "loss_box_reg": 0.23098071105778217, "loss_cls": 0.1947587337344885, "loss_mask": 0.264827199280262, "loss_rpn_cls": 0.0388946367893368, "loss_rpn_loc": 0.09268371877260506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798342603139193, "mask_rcnn/false_negative": 0.10390944648335715, "mask_rcnn/false_positive": 0.13263768269755855, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0101854240056127, "total_loss": 0.8567465038504452}
{"data_time": 0.015391127904877067, "eta_seconds": 230850.93248322606, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3186438497169326, "fast_rcnn/fg_cls_accuracy": 0.6218922651933702, "iteration": 37779, "loss_box_reg": 0.22826102375984192, "loss_cls": 0.19175054784864187, "loss_mask": 0.2569674290716648, "loss_rpn_cls": 0.04373368248343468, "loss_rpn_loc": 0.0963539993390441, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829792692939245, "mask_rcnn/false_negative": 0.1017830996793788, "mask_rcnn/false_positive": 0.12840564703293983, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.972965891007334, "total_loss": 0.8169643968576565}
{"data_time": 0.014312359737232327, "eta_seconds": 231006.98716021143, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.3370909905871806, "fast_rcnn/fg_cls_accuracy": 0.6380522230063514, "iteration": 37799, "loss_box_reg": 0.2422887608408928, "loss_cls": 0.20821827929466963, "loss_mask": 0.2550929579883814, "loss_rpn_cls": 0.0355885517783463, "loss_rpn_loc": 0.08196093328297138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853624797931485, "mask_rcnn/false_negative": 0.09421751382214089, "mask_rcnn/false_positive": 0.12918039802545483, "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": 1.0005899760872126, "total_loss": 0.850358837749809}
{"data_time": 0.025344741996377707, "eta_seconds": 230987.08991756197, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.35016599232285506, "fast_rcnn/fg_cls_accuracy": 0.6079359508248039, "iteration": 37819, "loss_box_reg": 0.2434697039425373, "loss_cls": 0.20136522129178047, "loss_mask": 0.2520464677363634, "loss_rpn_cls": 0.03522755845915526, "loss_rpn_loc": 0.06991597171872854, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005904014218538, "mask_rcnn/false_negative": 0.09299257863190755, "mask_rcnn/false_positive": 0.12247949939580194, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0052199612837285, "total_loss": 0.7965306568657979}
{"data_time": 0.015657626558095217, "eta_seconds": 230791.28621697426, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3943452380952381, "fast_rcnn/fg_cls_accuracy": 0.5783110119047619, "iteration": 37839, "loss_box_reg": 0.24221085757017136, "loss_cls": 0.21269657090306282, "loss_mask": 0.26117670722305775, "loss_rpn_cls": 0.041235966491512954, "loss_rpn_loc": 0.08728632470592856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812293586994809, "mask_rcnn/false_negative": 0.09768492042297769, "mask_rcnn/false_positive": 0.13635653185178576, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.991834559943527, "total_loss": 0.826033492339775}
{"data_time": 0.01595520251430571, "eta_seconds": 230757.233697474, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32922087104072395, "fast_rcnn/fg_cls_accuracy": 0.6342587621750134, "iteration": 37859, "loss_box_reg": 0.23464385326951742, "loss_cls": 0.1767003433778882, "loss_mask": 0.2706057634204626, "loss_rpn_cls": 0.033220193814486265, "loss_rpn_loc": 0.06875523715279996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843516737095356, "mask_rcnn/false_negative": 0.10300047044059352, "mask_rcnn/false_positive": 0.12307078091467147, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9845986815635115, "total_loss": 0.7881328095681965}
{"data_time": 0.01973258052021265, "eta_seconds": 230730.97907389514, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.34184926184926184, "fast_rcnn/fg_cls_accuracy": 0.6493506493506493, "iteration": 37879, "loss_box_reg": 0.2268458902835846, "loss_cls": 0.19647743925452232, "loss_mask": 0.253837576135993, "loss_rpn_cls": 0.047830885741859674, "loss_rpn_loc": 0.08022098266519606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906255928977096, "mask_rcnn/false_negative": 0.10488430666455531, "mask_rcnn/false_positive": 0.10410733979357743, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9772361509967595, "total_loss": 0.817382353823632}
{"data_time": 0.016698873601853848, "eta_seconds": 230686.2102043582, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.366519304450339, "fast_rcnn/fg_cls_accuracy": 0.6026252361409681, "iteration": 37899, "loss_box_reg": 0.23626764584332705, "loss_cls": 0.20432836562395096, "loss_mask": 0.258536109700799, "loss_rpn_cls": 0.04138992074877024, "loss_rpn_loc": 0.07807747926563025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873057849337818, "mask_rcnn/false_negative": 0.10126689468389811, "mask_rcnn/false_positive": 0.12039927575788001, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9975814314093441, "total_loss": 0.8507380546070635}
{"data_time": 0.015247511444613338, "eta_seconds": 230674.56415157765, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.35889609889968965, "fast_rcnn/fg_cls_accuracy": 0.6232732732732733, "iteration": 37919, "loss_box_reg": 0.23877885937690735, "loss_cls": 0.2006640499457717, "loss_mask": 0.26809793896973133, "loss_rpn_cls": 0.04748854413628578, "loss_rpn_loc": 0.08496151899453253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8727672382908703, "mask_rcnn/false_negative": 0.1076265088239572, "mask_rcnn/false_positive": 0.14410373373399976, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9810054288245738, "total_loss": 0.8527154125040397}
{"data_time": 0.018078996567055583, "eta_seconds": 230567.72294398863, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.34103252683313107, "fast_rcnn/fg_cls_accuracy": 0.6208784769246797, "iteration": 37939, "loss_box_reg": 0.22470003366470337, "loss_cls": 0.17279738746583462, "loss_mask": 0.2572126444429159, "loss_rpn_cls": 0.03971085511147976, "loss_rpn_loc": 0.07261367444880307, "lr": 0.0001, "mask_rcnn/accuracy": 0.883929155554171, "mask_rcnn/false_negative": 0.10037062134383107, "mask_rcnn/false_positive": 0.12829425640232922, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.979833198711276, "total_loss": 0.7451697688084096}
{"data_time": 0.016626254422590137, "eta_seconds": 230138.23981283233, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3380601792573623, "fast_rcnn/fg_cls_accuracy": 0.6019860737458458, "iteration": 37959, "loss_box_reg": 0.24028010480105877, "loss_cls": 0.20017347764223814, "loss_mask": 0.26103163324296474, "loss_rpn_cls": 0.044029027572833, "loss_rpn_loc": 0.07932779227849096, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864274517537116, "mask_rcnn/false_negative": 0.09126678821582555, "mask_rcnn/false_positive": 0.12793538425708617, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9801574186421931, "total_loss": 0.8442312092520297}
{"data_time": 0.015875553945079446, "eta_seconds": 230118.40372941457, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31961352657004827, "fast_rcnn/fg_cls_accuracy": 0.6377382175054205, "iteration": 37979, "loss_box_reg": 0.2346468735486269, "loss_cls": 0.20161489583551884, "loss_mask": 0.26370951533317566, "loss_rpn_cls": 0.03953433292917907, "loss_rpn_loc": 0.07387385750189424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934692039190829, "mask_rcnn/false_negative": 0.09281339450133258, "mask_rcnn/false_positive": 0.1231509317485676, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9788032423239201, "total_loss": 0.8155630535911769}
{"data_time": 0.01470726914703846, "eta_seconds": 230185.4094453156, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.42872385528547197, "fast_rcnn/fg_cls_accuracy": 0.5217532117024721, "iteration": 37999, "loss_box_reg": 0.2584986798465252, "loss_cls": 0.22608572617173195, "loss_mask": 0.272263515740633, "loss_rpn_cls": 0.048703881446272135, "loss_rpn_loc": 0.10178103111684322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8727891961976575, "mask_rcnn/false_negative": 0.10697779228934387, "mask_rcnn/false_positive": 0.14976211566141, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0035441480576992, "total_loss": 0.9151148432865739}
{"data_time": 0.012359178392216563, "eta_seconds": 230239.34434109833, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3428087660371125, "fast_rcnn/fg_cls_accuracy": 0.6319915700737618, "iteration": 38019, "loss_box_reg": 0.23875880893319845, "loss_cls": 0.18728000530973077, "loss_mask": 0.26051384024322033, "loss_rpn_cls": 0.041475530015304685, "loss_rpn_loc": 0.08069384179543704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8756280330888941, "mask_rcnn/false_negative": 0.10457397713909922, "mask_rcnn/false_positive": 0.13517883590869917, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0220927235204726, "total_loss": 0.8191988982725888}
{"data_time": 0.019462341675534844, "eta_seconds": 230219.49441055767, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.37346185397867104, "fast_rcnn/fg_cls_accuracy": 0.5685834017367262, "iteration": 38039, "loss_box_reg": 0.2295204307883978, "loss_cls": 0.17926533333957195, "loss_mask": 0.2617227081209421, "loss_rpn_cls": 0.04327154834754765, "loss_rpn_loc": 0.08544525457546115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862751808829641, "mask_rcnn/false_negative": 0.11436352504656858, "mask_rcnn/false_positive": 0.11575861081174633, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9913241046015173, "total_loss": 0.8467477371450514}
{"data_time": 0.021313953446224332, "eta_seconds": 230039.05939574353, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3558522643638683, "fast_rcnn/fg_cls_accuracy": 0.5948760170476559, "iteration": 38059, "loss_box_reg": 0.24144197069108486, "loss_cls": 0.21134619042277336, "loss_mask": 0.25014838203787804, "loss_rpn_cls": 0.038403364131227136, "loss_rpn_loc": 0.07184343552216887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796055051118808, "mask_rcnn/false_negative": 0.09820818043973915, "mask_rcnn/false_positive": 0.13485987432141913, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9939336818642914, "total_loss": 0.8342992432881147}
{"data_time": 0.01640125038102269, "eta_seconds": 229790.00209849328, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3917082540480379, "fast_rcnn/fg_cls_accuracy": 0.5787084038353074, "iteration": 38079, "loss_box_reg": 0.2356200572103262, "loss_cls": 0.20155945420265198, "loss_mask": 0.25964423082768917, "loss_rpn_cls": 0.037657951936125755, "loss_rpn_loc": 0.07204382051713765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988686134211015, "mask_rcnn/false_negative": 0.08563600044026483, "mask_rcnn/false_positive": 0.1262461686528097, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9794741254299879, "total_loss": 0.8171507094521075}
{"data_time": 0.014714785385876894, "eta_seconds": 229718.2655416662, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.2956890103938308, "fast_rcnn/fg_cls_accuracy": 0.6084903185181298, "iteration": 38099, "loss_box_reg": 0.2261034781113267, "loss_cls": 0.18580281734466553, "loss_mask": 0.2615645583719015, "loss_rpn_cls": 0.04002301162108779, "loss_rpn_loc": 0.06360924441833049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899462997184259, "mask_rcnn/false_negative": 0.10298367514467166, "mask_rcnn/false_positive": 0.12410003879407097, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9964380913879722, "total_loss": 0.7720243377261795}
{"data_time": 0.014278191840276122, "eta_seconds": 229698.4537033271, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3208096694335226, "fast_rcnn/fg_cls_accuracy": 0.643885727557775, "iteration": 38119, "loss_box_reg": 0.24329965002834797, "loss_cls": 0.2009002733975649, "loss_mask": 0.2591518722474575, "loss_rpn_cls": 0.04259089776314795, "loss_rpn_loc": 0.0885919532738626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893779216364646, "mask_rcnn/false_negative": 0.08497095570144722, "mask_rcnn/false_positive": 0.1257551266516181, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.01263112667948, "total_loss": 0.8525555278174579}
{"data_time": 0.01677778735756874, "eta_seconds": 229510.2199078165, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38700204290091933, "fast_rcnn/fg_cls_accuracy": 0.6044848600266617, "iteration": 38139, "loss_box_reg": 0.22799096815288067, "loss_cls": 0.1877361163496971, "loss_mask": 0.25676456093788147, "loss_rpn_cls": 0.03831009170971811, "loss_rpn_loc": 0.0868260512361303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829159005994052, "mask_rcnn/false_negative": 0.09879768416803637, "mask_rcnn/false_positive": 0.1269295366453948, "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": 0.9819284314289689, "total_loss": 0.7846726134885103}
{"data_time": 0.016579079441726208, "eta_seconds": 229458.79603385925, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.34676278433928376, "fast_rcnn/fg_cls_accuracy": 0.6352165894471684, "iteration": 38159, "loss_box_reg": 0.25124951638281345, "loss_cls": 0.20791466068476439, "loss_mask": 0.25630003213882446, "loss_rpn_cls": 0.0440159912686795, "loss_rpn_loc": 0.08328744675964117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868064465962662, "mask_rcnn/false_negative": 0.10989806443013475, "mask_rcnn/false_positive": 0.11942139444845085, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0046617889311165, "total_loss": 0.8691999425645918}
{"data_time": 0.01768808369524777, "eta_seconds": 229505.88675378356, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2794553930917567, "fast_rcnn/fg_cls_accuracy": 0.6973732684939582, "iteration": 38179, "loss_box_reg": 0.21788813918828964, "loss_cls": 0.19063691794872284, "loss_mask": 0.25147803127765656, "loss_rpn_cls": 0.036287625844124705, "loss_rpn_loc": 0.0679076825035736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967683220510733, "mask_rcnn/false_negative": 0.07870234499153722, "mask_rcnn/false_positive": 0.12912233628117867, "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": 1.0132331720087677, "total_loss": 0.7938187859253958}
{"data_time": 0.016303963493555784, "eta_seconds": 229543.8677540049, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.37432617633622656, "fast_rcnn/fg_cls_accuracy": 0.5815671765420509, "iteration": 38199, "loss_box_reg": 0.2410927601158619, "loss_cls": 0.20206984132528305, "loss_mask": 0.2691010348498821, "loss_rpn_cls": 0.03956046840175986, "loss_rpn_loc": 0.08464537607505918, "lr": 0.0001, "mask_rcnn/accuracy": 0.8664888287186219, "mask_rcnn/false_negative": 0.10670351678551532, "mask_rcnn/false_positive": 0.13855462778901675, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0032070949673653, "total_loss": 0.8421065325383097}
{"data_time": 0.01350514660589397, "eta_seconds": 229226.95650888607, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.31239399869536855, "fast_rcnn/fg_cls_accuracy": 0.6513675213675214, "iteration": 38219, "loss_box_reg": 0.20668267272412777, "loss_cls": 0.1874741157516837, "loss_mask": 0.2413231860846281, "loss_rpn_cls": 0.03877825022209436, "loss_rpn_loc": 0.06663863873109221, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055508632333042, "mask_rcnn/false_negative": 0.08625543926841835, "mask_rcnn/false_positive": 0.0968769632955565, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.974361342843622, "total_loss": 0.7449363709893078}
{"data_time": 0.015751228667795658, "eta_seconds": 229073.1344907172, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.37681880914826493, "fast_rcnn/fg_cls_accuracy": 0.5875727551428445, "iteration": 38239, "loss_box_reg": 0.226031007245183, "loss_cls": 0.20297441259026527, "loss_mask": 0.24827483110129833, "loss_rpn_cls": 0.038878452382050455, "loss_rpn_loc": 0.0643056349363178, "lr": 0.0001, "mask_rcnn/accuracy": 0.894481378763128, "mask_rcnn/false_negative": 0.08910085570616683, "mask_rcnn/false_positive": 0.11952610965843222, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.991911242948845, "total_loss": 0.7957167837303132}
{"data_time": 0.014012499479576945, "eta_seconds": 229024.34764775913, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35344341396164936, "fast_rcnn/fg_cls_accuracy": 0.6046331229505306, "iteration": 38259, "loss_box_reg": 0.24286924302577972, "loss_cls": 0.20214588660746813, "loss_mask": 0.2644787449389696, "loss_rpn_cls": 0.047958850394934416, "loss_rpn_loc": 0.09039708692580462, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776298563726892, "mask_rcnn/false_negative": 0.11408141125045028, "mask_rcnn/false_positive": 0.13196831511202917, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9772335432935506, "total_loss": 0.8870392086682841}
{"data_time": 0.01795228384435177, "eta_seconds": 228983.91745448112, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3306849315068493, "fast_rcnn/fg_cls_accuracy": 0.6433388204575126, "iteration": 38279, "loss_box_reg": 0.24808184802532196, "loss_cls": 0.20550433173775673, "loss_mask": 0.2721463181078434, "loss_rpn_cls": 0.0451814909465611, "loss_rpn_loc": 0.08312226110137999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786803656012019, "mask_rcnn/false_negative": 0.09177711464574322, "mask_rcnn/false_positive": 0.12070988780142294, "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": 0.9864229785744101, "total_loss": 0.8538615131983534}
{"data_time": 0.013643801445141435, "eta_seconds": 229013.83008931298, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.34468382494698285, "fast_rcnn/fg_cls_accuracy": 0.6106600386633527, "iteration": 38299, "loss_box_reg": 0.23419122770428658, "loss_cls": 0.2005655812099576, "loss_mask": 0.2657714057713747, "loss_rpn_cls": 0.04731104150414467, "loss_rpn_loc": 0.07687811437062919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879573440048341, "mask_rcnn/false_negative": 0.10990468267761644, "mask_rcnn/false_positive": 0.13446016274774844, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9578987383283675, "total_loss": 0.8157621208811179}
{"data_time": 0.01627302193082869, "eta_seconds": 229065.40790975094, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.35626549470362856, "fast_rcnn/fg_cls_accuracy": 0.6121569317382125, "iteration": 38319, "loss_box_reg": 0.23789973929524422, "loss_cls": 0.19450615532696247, "loss_mask": 0.2555548809468746, "loss_rpn_cls": 0.03485374944284558, "loss_rpn_loc": 0.08005828922614455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782656344850865, "mask_rcnn/false_negative": 0.09260025057294247, "mask_rcnn/false_positive": 0.13917847761721172, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9976603945251554, "total_loss": 0.8098352397792041}
{"data_time": 0.01670221285894513, "eta_seconds": 228878.7716127606, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.36565098735871887, "fast_rcnn/fg_cls_accuracy": 0.6121341106073224, "iteration": 38339, "loss_box_reg": 0.2570985406637192, "loss_cls": 0.20409243181347847, "loss_mask": 0.2655476350337267, "loss_rpn_cls": 0.04720872617326677, "loss_rpn_loc": 0.09843048243783414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932399244044811, "mask_rcnn/false_negative": 0.09478962488563869, "mask_rcnn/false_positive": 0.1395544178011413, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9750938178040087, "total_loss": 0.8853675881400704}
{"data_time": 0.016130688367411494, "eta_seconds": 228755.3186789155, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.41044766803155897, "fast_rcnn/fg_cls_accuracy": 0.5599619964945042, "iteration": 38359, "loss_box_reg": 0.24003281444311142, "loss_cls": 0.2047956557944417, "loss_mask": 0.2536649852991104, "loss_rpn_cls": 0.04792255978100002, "loss_rpn_loc": 0.0947270980104804, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051499686554283, "mask_rcnn/false_negative": 0.08557665710680215, "mask_rcnn/false_positive": 0.10485067308010806, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9586419279221445, "total_loss": 0.8516994847450405}
{"data_time": 0.017543042078614235, "eta_seconds": 228885.09822547436, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.32840625410589935, "fast_rcnn/fg_cls_accuracy": 0.6362699818844186, "iteration": 38379, "loss_box_reg": 0.24624859169125557, "loss_cls": 0.20281330309808254, "loss_mask": 0.2555744890123606, "loss_rpn_cls": 0.044404698768630624, "loss_rpn_loc": 0.10252326540648937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890141896257772, "mask_rcnn/false_negative": 0.09307939060046017, "mask_rcnn/false_positive": 0.1234151636890119, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0324510717764497, "total_loss": 0.852441985392943}
{"data_time": 0.021541024558246136, "eta_seconds": 228885.98824208602, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.40920523138833, "fast_rcnn/fg_cls_accuracy": 0.5549939467312348, "iteration": 38399, "loss_box_reg": 0.25986787490546703, "loss_cls": 0.21700708661228418, "loss_mask": 0.26342942379415035, "loss_rpn_cls": 0.04116659821011126, "loss_rpn_loc": 0.08168884413316846, "lr": 0.0001, "mask_rcnn/accuracy": 0.880426320338502, "mask_rcnn/false_negative": 0.09903945581127035, "mask_rcnn/false_positive": 0.12567145015462022, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.013184986077249, "total_loss": 0.880685608368367}
{"data_time": 0.018612586427479982, "eta_seconds": 229047.5477904454, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3779925888561229, "fast_rcnn/fg_cls_accuracy": 0.5901947850380258, "iteration": 38419, "loss_box_reg": 0.21947274170815945, "loss_cls": 0.18617314659059048, "loss_mask": 0.2551240436732769, "loss_rpn_cls": 0.03779971651965752, "loss_rpn_loc": 0.08545337908435613, "lr": 0.0001, "mask_rcnn/accuracy": 0.878115345888513, "mask_rcnn/false_negative": 0.11117212746131858, "mask_rcnn/false_positive": 0.13643815271637627, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.032893141033128, "total_loss": 0.7791149450931698}
{"data_time": 0.015408199513331056, "eta_seconds": 228953.70884404518, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.39087301587301587, "fast_rcnn/fg_cls_accuracy": 0.591128152812467, "iteration": 38439, "loss_box_reg": 0.22052425239235163, "loss_cls": 0.1999631905928254, "loss_mask": 0.24683140963315964, "loss_rpn_cls": 0.03397955105174333, "loss_rpn_loc": 0.07233357871882617, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979422723461099, "mask_rcnn/false_negative": 0.08995967675274016, "mask_rcnn/false_positive": 0.10943084834618852, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9690682417713106, "total_loss": 0.7762070951284841}
{"data_time": 0.016137971775606275, "eta_seconds": 228887.3509830935, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3845519062551576, "fast_rcnn/fg_cls_accuracy": 0.5705627057767135, "iteration": 38459, "loss_box_reg": 0.24545043148100376, "loss_cls": 0.20983820036053658, "loss_mask": 0.25434497371315956, "loss_rpn_cls": 0.043242755462415516, "loss_rpn_loc": 0.08284756122156978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942893309921371, "mask_rcnn/false_negative": 0.08809561081201432, "mask_rcnn/false_positive": 0.11078297964498107, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.971183143556118, "total_loss": 0.8527441620826721}
{"data_time": 0.02222187048755586, "eta_seconds": 229073.52780513465, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2598663926002055, "fast_rcnn/fg_cls_accuracy": 0.6698794810305602, "iteration": 38479, "loss_box_reg": 0.22199101094156504, "loss_cls": 0.19748848117887974, "loss_mask": 0.2547575943171978, "loss_rpn_cls": 0.04035165149252862, "loss_rpn_loc": 0.07335401186719537, "lr": 0.0001, "mask_rcnn/accuracy": 0.9115381205673758, "mask_rcnn/false_negative": 0.07951862077599653, "mask_rcnn/false_positive": 0.09129730390780141, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0223574042320251, "total_loss": 0.8028677463298663}
{"data_time": 0.02426295611076057, "eta_seconds": 229094.91584356874, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.40242182462927145, "fast_rcnn/fg_cls_accuracy": 0.571787893781956, "iteration": 38499, "loss_box_reg": 0.21944047324359417, "loss_cls": 0.19220783654600382, "loss_mask": 0.2542650159448385, "loss_rpn_cls": 0.04068354447372258, "loss_rpn_loc": 0.07381918630562723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841207707236326, "mask_rcnn/false_negative": 0.10174963979620635, "mask_rcnn/false_positive": 0.13431725604568626, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9983386064413935, "total_loss": 0.7776478787418455}
{"data_time": 0.01897630002349615, "eta_seconds": 229169.28075992502, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.35076616451829995, "fast_rcnn/fg_cls_accuracy": 0.6154431154431155, "iteration": 38519, "loss_box_reg": 0.2544859331101179, "loss_cls": 0.2121353019028902, "loss_mask": 0.2563255038112402, "loss_rpn_cls": 0.03992350539192557, "loss_rpn_loc": 0.08205454889684916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899316382646116, "mask_rcnn/false_negative": 0.08835101836586165, "mask_rcnn/false_positive": 0.1393481469152604, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9997347104363143, "total_loss": 0.884478185325861}
{"data_time": 0.01747080497443676, "eta_seconds": 229260.46370872762, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30079206823972526, "fast_rcnn/fg_cls_accuracy": 0.6789522949888008, "iteration": 38539, "loss_box_reg": 0.23330276180058718, "loss_cls": 0.18620359431952238, "loss_mask": 0.2578454799950123, "loss_rpn_cls": 0.03747244458645582, "loss_rpn_loc": 0.0797396240523085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864167958367861, "mask_rcnn/false_negative": 0.10179394818334592, "mask_rcnn/false_positive": 0.12616525405563567, "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": 1.0066016418859363, "total_loss": 0.7657182636903599}
{"data_time": 0.014354698825627565, "eta_seconds": 229951.7098946683, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.34053666077738515, "fast_rcnn/fg_cls_accuracy": 0.6144937275985664, "iteration": 38559, "loss_box_reg": 0.22216670401394367, "loss_cls": 0.1864972859621048, "loss_mask": 0.24524728022515774, "loss_rpn_cls": 0.04271976929157972, "loss_rpn_loc": 0.07697124301921576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934137360858071, "mask_rcnn/false_negative": 0.09531520005242049, "mask_rcnn/false_positive": 0.11717739524965251, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0002899975515902, "total_loss": 0.7497859061695635}
{"data_time": 0.015432346845045686, "eta_seconds": 229989.28358373698, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3658517514595496, "fast_rcnn/fg_cls_accuracy": 0.5997445788156798, "iteration": 38579, "loss_box_reg": 0.21867245249450207, "loss_cls": 0.19024262577295303, "loss_mask": 0.2514942158013582, "loss_rpn_cls": 0.039397343643940985, "loss_rpn_loc": 0.07693352433852851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860278281535108, "mask_rcnn/false_negative": 0.09036851366380944, "mask_rcnn/false_positive": 0.14046271182600967, "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": 1.0072175660170615, "total_loss": 0.7905215425416827}
{"data_time": 0.017046208260580897, "eta_seconds": 229911.9671172928, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3334435626102293, "fast_rcnn/fg_cls_accuracy": 0.6184615384615384, "iteration": 38599, "loss_box_reg": 0.22659200988709927, "loss_cls": 0.18840206414461136, "loss_mask": 0.24714116007089615, "loss_rpn_cls": 0.0415599076077342, "loss_rpn_loc": 0.08220001962035894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972724848301117, "mask_rcnn/false_negative": 0.10204359744488173, "mask_rcnn/false_positive": 0.11928168481055822, "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": 1.0124087459407747, "total_loss": 0.7798298504203558}
{"data_time": 0.013839900959283113, "eta_seconds": 229970.59593745973, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3532651503962979, "fast_rcnn/fg_cls_accuracy": 0.6007851239669422, "iteration": 38619, "loss_box_reg": 0.2550306832417846, "loss_cls": 0.22430026438087225, "loss_mask": 0.2568542845547199, "loss_rpn_cls": 0.042003675596788526, "loss_rpn_loc": 0.08515853236895055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853531081651349, "mask_rcnn/false_negative": 0.09041723232802952, "mask_rcnn/false_positive": 0.13668213897506737, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0070804469287395, "total_loss": 0.891154725686647}
{"data_time": 0.013981810538098216, "eta_seconds": 229929.6545239538, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.35351651788936744, "fast_rcnn/fg_cls_accuracy": 0.6075188901275859, "iteration": 38639, "loss_box_reg": 0.22115123830735683, "loss_cls": 0.18596362508833408, "loss_mask": 0.2468148861080408, "loss_rpn_cls": 0.037958676111884415, "loss_rpn_loc": 0.06725163268856704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832449176175218, "mask_rcnn/false_negative": 0.09183068764493574, "mask_rcnn/false_positive": 0.12750000695778752, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9814786051865667, "total_loss": 0.7535390643170103}
{"data_time": 0.014295611530542374, "eta_seconds": 229973.4269413771, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3783008989682296, "fast_rcnn/fg_cls_accuracy": 0.5944555112881806, "iteration": 38659, "loss_box_reg": 0.2415920179337263, "loss_cls": 0.20817216858267784, "loss_mask": 0.2517606783658266, "loss_rpn_cls": 0.04293477372266352, "loss_rpn_loc": 0.09227799391373992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767952953458611, "mask_rcnn/false_negative": 0.10076048069684823, "mask_rcnn/false_positive": 0.14516819904228656, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.012345812516287, "total_loss": 0.8068711378145963}
{"data_time": 0.02215863694436848, "eta_seconds": 230065.8038936183, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3441652629608834, "fast_rcnn/fg_cls_accuracy": 0.6558347370391167, "iteration": 38679, "loss_box_reg": 0.2342976462095976, "loss_cls": 0.19139904901385307, "loss_mask": 0.25596253387629986, "loss_rpn_cls": 0.03950830007670447, "loss_rpn_loc": 0.07153378566727042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995645338519634, "mask_rcnn/false_negative": 0.08267294433448016, "mask_rcnn/false_positive": 0.13021929638890795, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9937648824416101, "total_loss": 0.7948748160270043}
{"data_time": 0.018349992111325264, "eta_seconds": 230205.41587220505, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.307202743902439, "fast_rcnn/fg_cls_accuracy": 0.6721384205856256, "iteration": 38699, "loss_box_reg": 0.25807605870068073, "loss_cls": 0.1847677305340767, "loss_mask": 0.25961602479219437, "loss_rpn_cls": 0.03713079006411135, "loss_rpn_loc": 0.08611070597544312, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035255483724027, "mask_rcnn/false_negative": 0.08917095543266218, "mask_rcnn/false_positive": 0.11484814662725226, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0161323540378362, "total_loss": 0.825352017651312}
{"data_time": 0.02388717490248382, "eta_seconds": 230091.69493576512, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3494658230474017, "fast_rcnn/fg_cls_accuracy": 0.6423930301130072, "iteration": 38719, "loss_box_reg": 0.23670192807912827, "loss_cls": 0.20028328336775303, "loss_mask": 0.25218656845390797, "loss_rpn_cls": 0.05118386331014335, "loss_rpn_loc": 0.09312117309309542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989347697637102, "mask_rcnn/false_negative": 0.08752512145827161, "mask_rcnn/false_positive": 0.11030061907058092, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9947600096929818, "total_loss": 0.8399728371296078}
{"data_time": 0.015294341137632728, "eta_seconds": 230165.60516474769, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3219086021505376, "fast_rcnn/fg_cls_accuracy": 0.6318563309542691, "iteration": 38739, "loss_box_reg": 0.25193148106336594, "loss_cls": 0.21454726485535502, "loss_mask": 0.2518585789948702, "loss_rpn_cls": 0.039105379255488515, "loss_rpn_loc": 0.08695102762430906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790863580494397, "mask_rcnn/false_negative": 0.09621139020317478, "mask_rcnn/false_positive": 0.13382399565051833, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9927399377338588, "total_loss": 0.8649952682899311}
{"data_time": 0.014868922531604767, "eta_seconds": 230065.24269956164, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.371937321937322, "fast_rcnn/fg_cls_accuracy": 0.6142524142524142, "iteration": 38759, "loss_box_reg": 0.24205132387578487, "loss_cls": 0.19636701047420502, "loss_mask": 0.2632416430860758, "loss_rpn_cls": 0.03600975451990962, "loss_rpn_loc": 0.0690548149868846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931196980784346, "mask_rcnn/false_negative": 0.09414545756680465, "mask_rcnn/false_positive": 0.11142599246963528, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9870819156058133, "total_loss": 0.7995955208898522}
{"data_time": 0.01433230983093381, "eta_seconds": 230132.78919818345, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3360966447536925, "fast_rcnn/fg_cls_accuracy": 0.6004630148239424, "iteration": 38779, "loss_box_reg": 0.2491120770573616, "loss_cls": 0.21845673583447933, "loss_mask": 0.2633768655359745, "loss_rpn_cls": 0.044850891339592636, "loss_rpn_loc": 0.08763691456988454, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941521069456875, "mask_rcnn/false_negative": 0.09660723561013651, "mask_rcnn/false_positive": 0.11207992957251073, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9986038529314101, "total_loss": 0.8633595865685493}
{"data_time": 0.014769541565328836, "eta_seconds": 230081.24423399568, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.38616396550528287, "fast_rcnn/fg_cls_accuracy": 0.5796639896612203, "iteration": 38799, "loss_box_reg": 0.2570702489465475, "loss_cls": 0.20729110855609179, "loss_mask": 0.25764409452676773, "loss_rpn_cls": 0.03966142772696912, "loss_rpn_loc": 0.08176401141099632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817152510939382, "mask_rcnn/false_negative": 0.11056601196164989, "mask_rcnn/false_positive": 0.1263498552801002, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0008587380871177, "total_loss": 0.8571856773924083}
{"data_time": 0.0196780557744205, "eta_seconds": 229959.29668343626, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.34223550141729875, "fast_rcnn/fg_cls_accuracy": 0.6182628462044626, "iteration": 38819, "loss_box_reg": 0.24029640294611454, "loss_cls": 0.19386278744786978, "loss_mask": 0.2466105055063963, "loss_rpn_cls": 0.03769313753582537, "loss_rpn_loc": 0.0785259623080492, "lr": 0.0001, "mask_rcnn/accuracy": 0.894695448889801, "mask_rcnn/false_negative": 0.08460234186386098, "mask_rcnn/false_positive": 0.12725864445833374, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.0041570749599487, "total_loss": 0.7893500518985093}
{"data_time": 0.015069838147610426, "eta_seconds": 230071.31018684246, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3538512942203311, "fast_rcnn/fg_cls_accuracy": 0.6399503586722308, "iteration": 38839, "loss_box_reg": 0.2346823513507843, "loss_cls": 0.21121474355459213, "loss_mask": 0.2678020056337118, "loss_rpn_cls": 0.04031392023898661, "loss_rpn_loc": 0.0797156139742583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767834786585331, "mask_rcnn/false_negative": 0.11010233739753761, "mask_rcnn/false_positive": 0.13452589376577853, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0017506235744804, "total_loss": 0.7923386860638857}
{"data_time": 0.01958281430415809, "eta_seconds": 230126.6129042348, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3073463268365817, "fast_rcnn/fg_cls_accuracy": 0.6585850431427642, "iteration": 38859, "loss_box_reg": 0.20904734265059233, "loss_cls": 0.18585006520152092, "loss_mask": 0.23750963620841503, "loss_rpn_cls": 0.041673830477520823, "loss_rpn_loc": 0.07236002618446946, "lr": 0.0001, "mask_rcnn/accuracy": 0.894003202440288, "mask_rcnn/false_negative": 0.09515410795006285, "mask_rcnn/false_positive": 0.1113005843979287, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0012539320159703, "total_loss": 0.7666008998639882}
{"data_time": 0.01811060542240739, "eta_seconds": 230202.99307236448, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3160742977205714, "fast_rcnn/fg_cls_accuracy": 0.660066222687818, "iteration": 38879, "loss_box_reg": 0.24352971464395523, "loss_cls": 0.19407615065574646, "loss_mask": 0.2591467145830393, "loss_rpn_cls": 0.040566217503510416, "loss_rpn_loc": 0.0870473706163466, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008402559741846, "mask_rcnn/false_negative": 0.08810767678894055, "mask_rcnn/false_positive": 0.10951361381205957, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9923938075080514, "total_loss": 0.8362778965383768}
{"data_time": 0.014891558792442083, "eta_seconds": 230203.771448927, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3657802454704851, "fast_rcnn/fg_cls_accuracy": 0.6172706019871421, "iteration": 38899, "loss_box_reg": 0.2579936012625694, "loss_cls": 0.2125395629554987, "loss_mask": 0.2604919746518135, "loss_rpn_cls": 0.04603837919421494, "loss_rpn_loc": 0.09415813244413584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772646480309212, "mask_rcnn/false_negative": 0.10074667294090706, "mask_rcnn/false_positive": 0.13624728724504884, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.0082479955162853, "total_loss": 0.8898557109059766}
{"data_time": 0.023066205205395818, "eta_seconds": 230098.81119239144, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.35530544001304953, "fast_rcnn/fg_cls_accuracy": 0.6127584882891778, "iteration": 38919, "loss_box_reg": 0.2252241186797619, "loss_cls": 0.19514955021440983, "loss_mask": 0.25740122981369495, "loss_rpn_cls": 0.0384410364786163, "loss_rpn_loc": 0.0817113108932972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860876349362556, "mask_rcnn/false_negative": 0.1015605263805055, "mask_rcnn/false_positive": 0.13019721286897323, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.963980644242838, "total_loss": 0.832827276433818}
{"data_time": 0.017071058740839362, "eta_seconds": 230119.49552154634, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3355258224512314, "fast_rcnn/fg_cls_accuracy": 0.6452020714179478, "iteration": 38939, "loss_box_reg": 0.26276364363729954, "loss_cls": 0.2067562248557806, "loss_mask": 0.25884224101901054, "loss_rpn_cls": 0.04475398873910308, "loss_rpn_loc": 0.0945386562962085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963237372168236, "mask_rcnn/false_negative": 0.09275731364830184, "mask_rcnn/false_positive": 0.12003237426426086, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9706665703561157, "total_loss": 0.8642030323389918}
{"data_time": 0.017599642043933272, "eta_seconds": 230302.52325758338, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.41816976127320954, "fast_rcnn/fg_cls_accuracy": 0.5462158531124048, "iteration": 38959, "loss_box_reg": 0.25014797877520323, "loss_cls": 0.2186353486031294, "loss_mask": 0.25559138134121895, "loss_rpn_cls": 0.042267293436452746, "loss_rpn_loc": 0.08884633984416723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857248233345063, "mask_rcnn/false_negative": 0.09722907959480014, "mask_rcnn/false_positive": 0.13573661915718238, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.048767375992611, "total_loss": 0.8729364072205499}
{"data_time": 0.014732788549736142, "eta_seconds": 230371.1728346115, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.34721395601052785, "fast_rcnn/fg_cls_accuracy": 0.624470860124019, "iteration": 38979, "loss_box_reg": 0.2385595254600048, "loss_cls": 0.19666952267289162, "loss_mask": 0.26585571095347404, "loss_rpn_cls": 0.044211332919076085, "loss_rpn_loc": 0.07250250375363976, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006627941414033, "mask_rcnn/false_negative": 0.09189414859892653, "mask_rcnn/false_positive": 0.11689405933058555, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9947418363299221, "total_loss": 0.8340495191514492}
{"data_time": 0.015487786615267396, "eta_seconds": 230401.37574914843, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3762026394210302, "fast_rcnn/fg_cls_accuracy": 0.5833915320820602, "iteration": 38999, "loss_box_reg": 0.25740870274603367, "loss_cls": 0.2176945824176073, "loss_mask": 0.2707456983625889, "loss_rpn_cls": 0.04264670261181891, "loss_rpn_loc": 0.09036862035281956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751122245289217, "mask_rcnn/false_negative": 0.1062532753936236, "mask_rcnn/false_positive": 0.13278069512049345, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0243295710533857, "total_loss": 0.8765552507247776}
{"data_time": 0.014356252737343311, "eta_seconds": 230275.34397533163, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3647088408300715, "fast_rcnn/fg_cls_accuracy": 0.6181551889048302, "iteration": 39019, "loss_box_reg": 0.23439091350883245, "loss_cls": 0.19640707410871983, "loss_mask": 0.24878757260739803, "loss_rpn_cls": 0.04046645201742649, "loss_rpn_loc": 0.0734816724434495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867458021545356, "mask_rcnn/false_negative": 0.10865121506931702, "mask_rcnn/false_positive": 0.13078555480408577, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9868649144191295, "total_loss": 0.8188870865851641}
{"data_time": 0.01568568148650229, "eta_seconds": 230147.1369467117, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3467395760988712, "fast_rcnn/fg_cls_accuracy": 0.6100795755968169, "iteration": 39039, "loss_box_reg": 0.23520128056406975, "loss_cls": 0.2038703914731741, "loss_mask": 0.26152461394667625, "loss_rpn_cls": 0.047736440086737275, "loss_rpn_loc": 0.09955120435915887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840207667947816, "mask_rcnn/false_negative": 0.09981414659890639, "mask_rcnn/false_positive": 0.1368048790163142, "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": 0.9541783886961639, "total_loss": 0.8547185002826154}
{"data_time": 0.014506733510643244, "eta_seconds": 230044.3919446785, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3572865660398159, "fast_rcnn/fg_cls_accuracy": 0.6242753623188406, "iteration": 39059, "loss_box_reg": 0.23321525007486343, "loss_cls": 0.202393701300025, "loss_mask": 0.260872196406126, "loss_rpn_cls": 0.03696008428232744, "loss_rpn_loc": 0.06291618081741035, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881716895658869, "mask_rcnn/false_negative": 0.09848622595275135, "mask_rcnn/false_positive": 0.12607055808079487, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9808547049760818, "total_loss": 0.7990818764083087}
{"data_time": 0.024704061914235353, "eta_seconds": 230024.46950664744, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3301814774974843, "fast_rcnn/fg_cls_accuracy": 0.6585576259489303, "iteration": 39079, "loss_box_reg": 0.25511527620255947, "loss_cls": 0.2131961928680539, "loss_mask": 0.2561657391488552, "loss_rpn_cls": 0.04504148056730628, "loss_rpn_loc": 0.0859224817249924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869627051519127, "mask_rcnn/false_negative": 0.09565635883626386, "mask_rcnn/false_positive": 0.12470778717228363, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9794493007939309, "total_loss": 0.8716957758879289}
{"data_time": 0.017073944211006165, "eta_seconds": 230004.54706861638, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3316387964391049, "fast_rcnn/fg_cls_accuracy": 0.649114722289595, "iteration": 39099, "loss_box_reg": 0.22019528597593307, "loss_cls": 0.1952154878526926, "loss_mask": 0.2576568201184273, "loss_rpn_cls": 0.03983617154881358, "loss_rpn_loc": 0.09950332064181566, "lr": 0.0001, "mask_rcnn/accuracy": 0.891447344663779, "mask_rcnn/false_negative": 0.09035623017676392, "mask_rcnn/false_positive": 0.12005516359146803, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9980554084759206, "total_loss": 0.8412012058543041}
{"data_time": 0.0180565498303622, "eta_seconds": 229984.6246305853, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3440613790354723, "fast_rcnn/fg_cls_accuracy": 0.6176994301994302, "iteration": 39119, "loss_box_reg": 0.24372729659080505, "loss_cls": 0.2010424006730318, "loss_mask": 0.2701547257602215, "loss_rpn_cls": 0.03948608716018498, "loss_rpn_loc": 0.07827796833589673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850988554336463, "mask_rcnn/false_negative": 0.09204350417229382, "mask_rcnn/false_positive": 0.1224711433068841, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0044879603665322, "total_loss": 0.8212167480960488}
{"data_time": 0.012660241220146418, "eta_seconds": 230013.96862919908, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.31148092403822036, "fast_rcnn/fg_cls_accuracy": 0.6564636468641714, "iteration": 39139, "loss_box_reg": 0.24888211116194725, "loss_cls": 0.2059364509768784, "loss_mask": 0.25479844585061073, "loss_rpn_cls": 0.041525625449139625, "loss_rpn_loc": 0.07623104471713305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825551262684003, "mask_rcnn/false_negative": 0.09651932175918362, "mask_rcnn/false_positive": 0.13043976736714147, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9950699040200561, "total_loss": 0.818954108748585}
{"data_time": 0.017447256948798895, "eta_seconds": 229971.0997459013, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3718916223404255, "fast_rcnn/fg_cls_accuracy": 0.6186447251773051, "iteration": 39159, "loss_box_reg": 0.23096876125782728, "loss_cls": 0.20842222683131695, "loss_mask": 0.2563362158834934, "loss_rpn_cls": 0.03991839895024896, "loss_rpn_loc": 0.0729854078963399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771340494664319, "mask_rcnn/false_negative": 0.09416110901369358, "mask_rcnn/false_positive": 0.14713568186085157, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9985497004818171, "total_loss": 0.8318376193055883}
{"data_time": 0.02303078630939126, "eta_seconds": 229904.18337211479, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32639902019055855, "fast_rcnn/fg_cls_accuracy": 0.6610772357723578, "iteration": 39179, "loss_box_reg": 0.22099455259740353, "loss_cls": 0.18969983281567693, "loss_mask": 0.24728060141205788, "loss_rpn_cls": 0.04113482357934117, "loss_rpn_loc": 0.0749835348688066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874447955574802, "mask_rcnn/false_negative": 0.11506613899897347, "mask_rcnn/false_positive": 0.11527290877608055, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9972452188376337, "total_loss": 0.7773415746632963}
{"data_time": 0.027405304601415992, "eta_seconds": 229904.93487846106, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3386513963743263, "fast_rcnn/fg_cls_accuracy": 0.6278172464478197, "iteration": 39199, "loss_box_reg": 0.2328084446489811, "loss_cls": 0.19418551679700613, "loss_mask": 0.2545831613242626, "loss_rpn_cls": 0.038543129339814186, "loss_rpn_loc": 0.07539887086022645, "lr": 0.0001, "mask_rcnn/accuracy": 0.871307454649449, "mask_rcnn/false_negative": 0.09768110788299267, "mask_rcnn/false_positive": 0.14573503490243925, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0124572773929685, "total_loss": 0.8126721573062241}
{"data_time": 0.026387353660538793, "eta_seconds": 229911.3255907083, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36187817572472164, "fast_rcnn/fg_cls_accuracy": 0.6121654057240711, "iteration": 39219, "loss_box_reg": 0.23247622698545456, "loss_cls": 0.20567358192056417, "loss_mask": 0.26617923751473427, "loss_rpn_cls": 0.03901034942828119, "loss_rpn_loc": 0.06617908738553524, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007667256973217, "mask_rcnn/false_negative": 0.10184493989118845, "mask_rcnn/false_positive": 0.11282377507953652, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9920199254993349, "total_loss": 0.8156412135576829}
{"data_time": 0.01416615815833211, "eta_seconds": 229914.33509864844, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.35715685314000195, "fast_rcnn/fg_cls_accuracy": 0.5982484380976667, "iteration": 39239, "loss_box_reg": 0.25414218939840794, "loss_cls": 0.20099318772554398, "loss_mask": 0.2811420541256666, "loss_rpn_cls": 0.04345532110892236, "loss_rpn_loc": 0.09550289902836084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801628905150577, "mask_rcnn/false_negative": 0.10658638384353497, "mask_rcnn/false_positive": 0.12675137639112127, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0061769105959684, "total_loss": 0.8967547630891204}
{"data_time": 0.023997772485017776, "eta_seconds": 230003.480853769, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34178020310071916, "fast_rcnn/fg_cls_accuracy": 0.6151851851851852, "iteration": 39259, "loss_box_reg": 0.2554063852876425, "loss_cls": 0.21728496253490448, "loss_mask": 0.2476812843233347, "loss_rpn_cls": 0.04187420173548162, "loss_rpn_loc": 0.08143095322884619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940064970275294, "mask_rcnn/false_negative": 0.09595069510002856, "mask_rcnn/false_positive": 0.12064882371231822, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0007978535722941, "total_loss": 0.8639674792648293}
{"data_time": 0.015528702875599265, "eta_seconds": 230016.13716334105, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3228760633143103, "fast_rcnn/fg_cls_accuracy": 0.6192361903483455, "iteration": 39279, "loss_box_reg": 0.23221794329583645, "loss_cls": 0.18972305208444595, "loss_mask": 0.25833088532090187, "loss_rpn_cls": 0.03549933526664972, "loss_rpn_loc": 0.07467190478928387, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976573084112881, "mask_rcnn/false_negative": 0.09351498300126954, "mask_rcnn/false_positive": 0.12798829749289098, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9882219664286822, "total_loss": 0.8056663838215172}
{"data_time": 0.01692518126219511, "eta_seconds": 229935.63560955226, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.37064304461942255, "fast_rcnn/fg_cls_accuracy": 0.5942324618788211, "iteration": 39299, "loss_box_reg": 0.24684253707528114, "loss_cls": 0.20181911531835794, "loss_mask": 0.26615397073328495, "loss_rpn_cls": 0.04426673008129001, "loss_rpn_loc": 0.08580091525800526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762857664995822, "mask_rcnn/false_negative": 0.11586646894749096, "mask_rcnn/false_positive": 0.14386690743178768, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9841352896764874, "total_loss": 0.8331585351843387}
{"data_time": 0.015533042140305042, "eta_seconds": 229751.09188448638, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3758051945074846, "fast_rcnn/fg_cls_accuracy": 0.5837814098683664, "iteration": 39319, "loss_box_reg": 0.24821397569030523, "loss_cls": 0.21274786535650492, "loss_mask": 0.2685304684564471, "loss_rpn_cls": 0.0377377598779276, "loss_rpn_loc": 0.0784291469026357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809427471686613, "mask_rcnn/false_negative": 0.08815735332935236, "mask_rcnn/false_positive": 0.1493044828182645, "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": 0.9759058386553079, "total_loss": 0.8343185789708514}
{"data_time": 0.018608913756906986, "eta_seconds": 229814.7015680978, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36000561167227835, "fast_rcnn/fg_cls_accuracy": 0.6269150521609538, "iteration": 39339, "loss_box_reg": 0.24463748559355736, "loss_cls": 0.19562267698347569, "loss_mask": 0.2516221906989813, "loss_rpn_cls": 0.043573122820816934, "loss_rpn_loc": 0.0749095689971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968183621023096, "mask_rcnn/false_negative": 0.08702497386747626, "mask_rcnn/false_positive": 0.128848916752899, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9728644271381199, "total_loss": 0.8087057953234762}
{"data_time": 0.011391137028113008, "eta_seconds": 229837.73179510608, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.34954545454545455, "fast_rcnn/fg_cls_accuracy": 0.6159386068476977, "iteration": 39359, "loss_box_reg": 0.22430948074907064, "loss_cls": 0.19245776906609535, "loss_mask": 0.25926584377884865, "loss_rpn_cls": 0.04044282785616815, "loss_rpn_loc": 0.07130462973145768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879996454032459, "mask_rcnn/false_negative": 0.10826940604086407, "mask_rcnn/false_positive": 0.11192042768603828, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9791928615886718, "total_loss": 0.82530347420834}
{"data_time": 0.015171396313235164, "eta_seconds": 229628.85695954785, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.30292238625571954, "fast_rcnn/fg_cls_accuracy": 0.6706387546967257, "iteration": 39379, "loss_box_reg": 0.2421964341774583, "loss_cls": 0.20983412954956293, "loss_mask": 0.2419525720179081, "loss_rpn_cls": 0.04489053739234805, "loss_rpn_loc": 0.08584140613675117, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023368994900864, "mask_rcnn/false_negative": 0.08280497966126227, "mask_rcnn/false_positive": 0.11990139682800643, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.977137228474021, "total_loss": 0.821651809674222}
{"data_time": 0.01404625247232616, "eta_seconds": 229425.87497206405, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3723364028648961, "fast_rcnn/fg_cls_accuracy": 0.5922293452256522, "iteration": 39399, "loss_box_reg": 0.22702455148100853, "loss_cls": 0.19800365902483463, "loss_mask": 0.2517420519143343, "loss_rpn_cls": 0.0407460811547935, "loss_rpn_loc": 0.07702189637348056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946762686873662, "mask_rcnn/false_negative": 0.09385897207032405, "mask_rcnn/false_positive": 0.11333754238172264, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9800105774775147, "total_loss": 0.838850571308285}
{"data_time": 0.015973291359841824, "eta_seconds": 229194.3180530006, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3283297932963788, "fast_rcnn/fg_cls_accuracy": 0.6566562973598149, "iteration": 39419, "loss_box_reg": 0.24770098738372326, "loss_cls": 0.19684721948578954, "loss_mask": 0.2721472270786762, "loss_rpn_cls": 0.04199055605567992, "loss_rpn_loc": 0.08324364805594087, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835102410903197, "mask_rcnn/false_negative": 0.10784581678305893, "mask_rcnn/false_positive": 0.12232031020225922, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9830587639007717, "total_loss": 0.8609123805072159}
{"data_time": 0.021491289837285876, "eta_seconds": 229230.07335927337, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36160735468564653, "fast_rcnn/fg_cls_accuracy": 0.5902065350024857, "iteration": 39439, "loss_box_reg": 0.22496982291340828, "loss_cls": 0.20182238426059484, "loss_mask": 0.253873310983181, "loss_rpn_cls": 0.0422043576836586, "loss_rpn_loc": 0.07203993503935635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968669909006658, "mask_rcnn/false_negative": 0.08631996806654202, "mask_rcnn/false_positive": 0.12767727642194937, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9852898521348834, "total_loss": 0.7999706000555307}
{"data_time": 0.014315053820610046, "eta_seconds": 229288.0736733321, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4061910070605723, "fast_rcnn/fg_cls_accuracy": 0.5815013006317354, "iteration": 39459, "loss_box_reg": 0.2534773126244545, "loss_cls": 0.21750214137136936, "loss_mask": 0.270518122240901, "loss_rpn_cls": 0.04545452061574906, "loss_rpn_loc": 0.09636953729204834, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794599765581909, "mask_rcnn/false_negative": 0.10444755210990209, "mask_rcnn/false_positive": 0.12454643145595219, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.9931508514564484, "total_loss": 0.885358540341258}
{"data_time": 0.01789462985470891, "eta_seconds": 229346.28230078146, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3427619545335772, "fast_rcnn/fg_cls_accuracy": 0.6356162400092668, "iteration": 39479, "loss_box_reg": 0.25370853021740913, "loss_cls": 0.19976361840963364, "loss_mask": 0.2504225801676512, "loss_rpn_cls": 0.03808821248821914, "loss_rpn_loc": 0.0920523228123784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8767012040101063, "mask_rcnn/false_negative": 0.10559374796608792, "mask_rcnn/false_positive": 0.1400992928992612, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.018822490470484, "total_loss": 0.8475533798336983}
{"data_time": 0.017974684480577707, "eta_seconds": 229114.7988169687, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33942414174972313, "fast_rcnn/fg_cls_accuracy": 0.6146512148695555, "iteration": 39499, "loss_box_reg": 0.2212078534066677, "loss_cls": 0.19178600423038006, "loss_mask": 0.25802815333008766, "loss_rpn_cls": 0.03961427172180265, "loss_rpn_loc": 0.09637395245954394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894620348139255, "mask_rcnn/false_negative": 0.0952241832473009, "mask_rcnn/false_positive": 0.11757498783472961, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9586039779242128, "total_loss": 0.8088056532433257}
{"data_time": 0.01596033852547407, "eta_seconds": 228800.60255387798, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3130988253550098, "fast_rcnn/fg_cls_accuracy": 0.6430098699049096, "iteration": 39519, "loss_box_reg": 0.24021498672664165, "loss_cls": 0.2099979044869542, "loss_mask": 0.25537420623004436, "loss_rpn_cls": 0.04287067800760269, "loss_rpn_loc": 0.08151528285816312, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929716030745912, "mask_rcnn/false_negative": 0.10781702667848064, "mask_rcnn/false_positive": 0.12260025128762585, "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": 0.9881322814617306, "total_loss": 0.8628140543587506}
{"data_time": 0.016513559501618147, "eta_seconds": 228831.28433497623, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3285100068932481, "fast_rcnn/fg_cls_accuracy": 0.6435418398787107, "iteration": 39539, "loss_box_reg": 0.2293612789362669, "loss_cls": 0.19442524015903473, "loss_mask": 0.25658439099788666, "loss_rpn_cls": 0.0376842999830842, "loss_rpn_loc": 0.08635003352537751, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975959823595203, "mask_rcnn/false_negative": 0.07466981845800236, "mask_rcnn/false_positive": 0.1141593088839365, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0092635999899358, "total_loss": 0.7851848476566374}
{"data_time": 0.015819228952750564, "eta_seconds": 228760.8940147329, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39014084507042257, "fast_rcnn/fg_cls_accuracy": 0.5377096242027462, "iteration": 39559, "loss_box_reg": 0.22722021862864494, "loss_cls": 0.20339605771005154, "loss_mask": 0.2570048086345196, "loss_rpn_cls": 0.04063451802358031, "loss_rpn_loc": 0.07550803106278181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870820307298897, "mask_rcnn/false_negative": 0.10061801348458665, "mask_rcnn/false_positive": 0.12653773975180918, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9915247820317745, "total_loss": 0.8125775456428528}
{"data_time": 0.014547369442880154, "eta_seconds": 228694.26745521836, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3497510736138031, "fast_rcnn/fg_cls_accuracy": 0.6175749629460723, "iteration": 39579, "loss_box_reg": 0.24863597936928272, "loss_cls": 0.21687964303418994, "loss_mask": 0.25069765001535416, "loss_rpn_cls": 0.03728537098504603, "loss_rpn_loc": 0.07246170495636761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908894868627062, "mask_rcnn/false_negative": 0.08411764909221181, "mask_rcnn/false_positive": 0.10471795883770374, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9966765991412103, "total_loss": 0.8035524216247723}
{"data_time": 0.014874927001073956, "eta_seconds": 228628.16410660744, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.35110612501968197, "fast_rcnn/fg_cls_accuracy": 0.6098807221147646, "iteration": 39599, "loss_box_reg": 0.21679508965462446, "loss_cls": 0.18249930068850517, "loss_mask": 0.248190613463521, "loss_rpn_cls": 0.036824153386987746, "loss_rpn_loc": 0.06340482668019831, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910704345377798, "mask_rcnn/false_negative": 0.09255416029355745, "mask_rcnn/false_positive": 0.12848571388826535, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9745051565114409, "total_loss": 0.7490561903105117}
{"data_time": 0.015363933518528938, "eta_seconds": 228456.92175083328, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.262374245472837, "fast_rcnn/fg_cls_accuracy": 0.6678403755868545, "iteration": 39619, "loss_box_reg": 0.2139989584684372, "loss_cls": 0.17761394521221519, "loss_mask": 0.26107231341302395, "loss_rpn_cls": 0.040890544070862234, "loss_rpn_loc": 0.09393039578571916, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071484929771516, "mask_rcnn/false_negative": 0.08471551123029755, "mask_rcnn/false_positive": 0.10901900749108819, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9853987686801702, "total_loss": 0.793292174115777}
{"data_time": 0.023857018211856484, "eta_seconds": 228347.4119523447, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29384420800083455, "fast_rcnn/fg_cls_accuracy": 0.614245525429736, "iteration": 39639, "loss_box_reg": 0.2346455082297325, "loss_cls": 0.20872137136757374, "loss_mask": 0.2696446608752012, "loss_rpn_cls": 0.03998649725690484, "loss_rpn_loc": 0.068107133731246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778650347687338, "mask_rcnn/false_negative": 0.12536703039546418, "mask_rcnn/false_positive": 0.12366247484722406, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9611474154517055, "total_loss": 0.8359709158539772}
{"data_time": 0.01849090284667909, "eta_seconds": 228315.20132570062, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.35726544622425627, "fast_rcnn/fg_cls_accuracy": 0.5894569198917026, "iteration": 39659, "loss_box_reg": 0.23496460728347301, "loss_cls": 0.18789106979966164, "loss_mask": 0.26027506589889526, "loss_rpn_cls": 0.03805373760405928, "loss_rpn_loc": 0.08020985743496567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926868802440885, "mask_rcnn/false_negative": 0.08224421073043392, "mask_rcnn/false_positive": 0.1211950819696148, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9952594409696758, "total_loss": 0.7938015630934387}
{"data_time": 0.01609853352420032, "eta_seconds": 228181.94707674906, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3673974197303327, "fast_rcnn/fg_cls_accuracy": 0.5831913987651692, "iteration": 39679, "loss_box_reg": 0.23602346424013376, "loss_cls": 0.20125959161669016, "loss_mask": 0.25350633077323437, "loss_rpn_cls": 0.04831117729190737, "loss_rpn_loc": 0.0893066800199449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807387107156621, "mask_rcnn/false_negative": 0.09463827089007376, "mask_rcnn/false_positive": 0.14843413508903988, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9886099668219686, "total_loss": 0.820234780665487}
{"data_time": 0.01748002297244966, "eta_seconds": 228281.1932197539, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3370629150536619, "fast_rcnn/fg_cls_accuracy": 0.6281566611220324, "iteration": 39699, "loss_box_reg": 0.23364856280386448, "loss_cls": 0.18728656601160765, "loss_mask": 0.2772705815732479, "loss_rpn_cls": 0.042691310634836555, "loss_rpn_loc": 0.0934915510006249, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019355204917874, "mask_rcnn/false_negative": 0.0968201334122206, "mask_rcnn/false_positive": 0.11675945088433738, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.036447121296078, "total_loss": 0.8390679210424423}
{"data_time": 0.01242838054895401, "eta_seconds": 228261.36853949167, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3578637543387848, "fast_rcnn/fg_cls_accuracy": 0.6204727411361037, "iteration": 39719, "loss_box_reg": 0.24454018473625183, "loss_cls": 0.1920745624229312, "loss_mask": 0.2520121783018112, "loss_rpn_cls": 0.04873489122837782, "loss_rpn_loc": 0.08372028893791139, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870725777961149, "mask_rcnn/false_negative": 0.09994075856867135, "mask_rcnn/false_positive": 0.12347997579222833, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9925778445322067, "total_loss": 0.8220016319537535}
{"data_time": 0.017542441375553608, "eta_seconds": 228241.54385922942, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.36794410625345875, "fast_rcnn/fg_cls_accuracy": 0.6103729261488768, "iteration": 39739, "loss_box_reg": 0.24199478328227997, "loss_cls": 0.20198436453938484, "loss_mask": 0.262430801987648, "loss_rpn_cls": 0.0403157405089587, "loss_rpn_loc": 0.09214981412515044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747825843965118, "mask_rcnn/false_negative": 0.11638520378772356, "mask_rcnn/false_positive": 0.1327921280402079, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9897616989910603, "total_loss": 0.84164146380499}
{"data_time": 0.014606493525207043, "eta_seconds": 228159.2436823249, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3334712543554007, "fast_rcnn/fg_cls_accuracy": 0.6239091501139693, "iteration": 39759, "loss_box_reg": 0.2402514209970832, "loss_cls": 0.20568080246448517, "loss_mask": 0.26258600130677223, "loss_rpn_cls": 0.0376592765096575, "loss_rpn_loc": 0.082543728814926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8771317253446091, "mask_rcnn/false_negative": 0.10323468732303284, "mask_rcnn/false_positive": 0.13580253673451942, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9584454474970698, "total_loss": 0.8300293519860134}
{"data_time": 0.018803842831403017, "eta_seconds": 228139.42442905158, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.35652584204413473, "fast_rcnn/fg_cls_accuracy": 0.56842144480459, "iteration": 39779, "loss_box_reg": 0.21607387252151966, "loss_cls": 0.1878703935071826, "loss_mask": 0.2616951894015074, "loss_rpn_cls": 0.03757031570421532, "loss_rpn_loc": 0.07548730773851275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836374667564982, "mask_rcnn/false_negative": 0.08867127518596507, "mask_rcnn/false_positive": 0.14102573862100193, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 1.003583305515349, "total_loss": 0.7565944265807047}
{"data_time": 0.016328445402905345, "eta_seconds": 228176.43199260347, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.3511646452282927, "fast_rcnn/fg_cls_accuracy": 0.6233896191955204, "iteration": 39799, "loss_box_reg": 0.25459834188222885, "loss_cls": 0.21048326045274734, "loss_mask": 0.26750707998871803, "loss_rpn_cls": 0.04311857605352998, "loss_rpn_loc": 0.10009334213100374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809582265979644, "mask_rcnn/false_negative": 0.10497635360819094, "mask_rcnn/false_positive": 0.12755439916420497, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0063106836751103, "total_loss": 0.8649138745386153}
{"data_time": 0.019091108348220587, "eta_seconds": 228017.74078533985, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3256505978466699, "fast_rcnn/fg_cls_accuracy": 0.652212643678161, "iteration": 39819, "loss_box_reg": 0.23645620979368687, "loss_cls": 0.20916444156318903, "loss_mask": 0.26184279657900333, "loss_rpn_cls": 0.04257960873655975, "loss_rpn_loc": 0.09460885263979435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781133035070803, "mask_rcnn/false_negative": 0.10172969852707178, "mask_rcnn/false_positive": 0.14727576478564036, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9794708101544529, "total_loss": 0.8849775544367731}
{"data_time": 0.025581666035577655, "eta_seconds": 227928.6531886272, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3447969739076733, "fast_rcnn/fg_cls_accuracy": 0.5918117767312817, "iteration": 39839, "loss_box_reg": 0.24148022197186947, "loss_cls": 0.20964545384049416, "loss_mask": 0.26957319118082523, "loss_rpn_cls": 0.04735763859935105, "loss_rpn_loc": 0.07655685360077769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987336289839556, "mask_rcnn/false_negative": 0.08387257035209326, "mask_rcnn/false_positive": 0.13161449808347217, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9867722641211003, "total_loss": 0.8514880952425301}
{"data_time": 0.01708276616409421, "eta_seconds": 227926.66364564095, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2945155843767744, "fast_rcnn/fg_cls_accuracy": 0.6645159276102861, "iteration": 39859, "loss_box_reg": 0.25279312394559383, "loss_cls": 0.20038434490561485, "loss_mask": 0.2556216511875391, "loss_rpn_cls": 0.04304974328260869, "loss_rpn_loc": 0.07608983013778925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845605206019268, "mask_rcnn/false_negative": 0.09026582792178657, "mask_rcnn/false_positive": 0.12286438028712918, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0005141962319613, "total_loss": 0.8328522309893742}
{"data_time": 0.01624168734997511, "eta_seconds": 227973.0460273847, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3231321759387653, "fast_rcnn/fg_cls_accuracy": 0.6202174511423066, "iteration": 39879, "loss_box_reg": 0.23780587688088417, "loss_cls": 0.21997682843357325, "loss_mask": 0.24517283961176872, "loss_rpn_cls": 0.041996527230367064, "loss_rpn_loc": 0.08784191706217825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932739489238318, "mask_rcnn/false_negative": 0.10324535952951608, "mask_rcnn/false_positive": 0.1178863606554705, "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": 1.020830594934523, "total_loss": 0.8508174819871783}
{"data_time": 0.022985783871263266, "eta_seconds": 227997.88934465032, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3607575043218607, "fast_rcnn/fg_cls_accuracy": 0.6013270011910943, "iteration": 39899, "loss_box_reg": 0.23279129341244698, "loss_cls": 0.18559960462152958, "loss_mask": 0.25916532799601555, "loss_rpn_cls": 0.04434042004868388, "loss_rpn_loc": 0.0803907560184598, "lr": 0.0001, "mask_rcnn/accuracy": 0.880900876675297, "mask_rcnn/false_negative": 0.09853193312432958, "mask_rcnn/false_positive": 0.14346482595249077, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.0097382415551692, "total_loss": 0.8175066875992343}
{"data_time": 0.0165206475649029, "eta_seconds": 228052.3125550896, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31790145657255886, "fast_rcnn/fg_cls_accuracy": 0.6579036122159421, "iteration": 39919, "loss_box_reg": 0.23479162715375423, "loss_cls": 0.19169734325259924, "loss_mask": 0.2485017627477646, "loss_rpn_cls": 0.04408551350934431, "loss_rpn_loc": 0.07909652893431485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926383963902177, "mask_rcnn/false_negative": 0.0969705986875919, "mask_rcnn/false_positive": 0.12884538376961568, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9858205399941653, "total_loss": 0.7814990900224075}
{"data_time": 0.01651278301142156, "eta_seconds": 228174.96104898397, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3396218306832832, "fast_rcnn/fg_cls_accuracy": 0.6188805984035131, "iteration": 39939, "loss_box_reg": 0.23233473394066095, "loss_cls": 0.20231997035443783, "loss_mask": 0.24935426749289036, "loss_rpn_cls": 0.03884873888455331, "loss_rpn_loc": 0.07486122590489686, "lr": 0.0001, "mask_rcnn/accuracy": 0.889200064422542, "mask_rcnn/false_negative": 0.10477759156745162, "mask_rcnn/false_positive": 0.11648338685690829, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0147197195328772, "total_loss": 0.8142322553321719}
{"data_time": 0.013567340560257435, "eta_seconds": 228029.91777665913, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3602301454414131, "fast_rcnn/fg_cls_accuracy": 0.5963020196166806, "iteration": 39959, "loss_box_reg": 0.24299540370702744, "loss_cls": 0.2095048762857914, "loss_mask": 0.25113115832209587, "loss_rpn_cls": 0.03714950801804662, "loss_rpn_loc": 0.08502398757264018, "lr": 0.0001, "mask_rcnn/accuracy": 0.883676868211307, "mask_rcnn/false_negative": 0.0978228829177056, "mask_rcnn/false_positive": 0.13043436986486795, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0115272193215787, "total_loss": 0.8414141286630183}
{"data_time": 0.01870142319239676, "eta_seconds": 228031.82351296768, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.35998631159780986, "fast_rcnn/fg_cls_accuracy": 0.5855166323226376, "iteration": 39979, "loss_box_reg": 0.23758346401154995, "loss_cls": 0.20467490423470736, "loss_mask": 0.2666939664632082, "loss_rpn_cls": 0.04840744688408449, "loss_rpn_loc": 0.08633759152144194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931940529762212, "mask_rcnn/false_negative": 0.09005560329245599, "mask_rcnn/false_positive": 0.12399894553441834, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9970704088918865, "total_loss": 0.8493418011348695}
{"bbox/AP": 37.74886879530881, "bbox/AP-airplane": 57.22947279105173, "bbox/AP-apple": 15.937914276577136, "bbox/AP-backpack": 11.684205989133496, "bbox/AP-banana": 23.345160002555858, "bbox/AP-baseball bat": 28.049201727737465, "bbox/AP-baseball glove": 34.37143358939717, "bbox/AP-bear": 66.47910239027156, "bbox/AP-bed": 41.801323319535676, "bbox/AP-bench": 20.611139627530967, "bbox/AP-bicycle": 25.96984430584695, "bbox/AP-bird": 33.31995486548629, "bbox/AP-boat": 23.65768026969355, "bbox/AP-book": 13.104860043523587, "bbox/AP-bottle": 36.52394052043266, "bbox/AP-bowl": 37.81801860329039, "bbox/AP-broccoli": 23.031497958486398, "bbox/AP-bus": 60.637926603013895, "bbox/AP-cake": 35.71742113733016, "bbox/AP-car": 41.05535657523302, "bbox/AP-carrot": 19.928282444967124, "bbox/AP-cat": 57.83183107395475, "bbox/AP-cell phone": 33.31340260768344, "bbox/AP-chair": 24.560936967859792, "bbox/AP-clock": 49.825810245365425, "bbox/AP-couch": 38.26946943226271, "bbox/AP-cow": 56.096728982493985, "bbox/AP-cup": 40.04566604761564, "bbox/AP-dining table": 23.662147138552747, "bbox/AP-dog": 59.4872108021391, "bbox/AP-donut": 47.14136198902303, "bbox/AP-elephant": 61.0101573351264, "bbox/AP-fire hydrant": 64.62541848749552, "bbox/AP-fork": 26.59575052406949, "bbox/AP-frisbee": 61.82630290877235, "bbox/AP-giraffe": 63.70374177187564, "bbox/AP-hair drier": 1.6829642147888255, "bbox/AP-handbag": 10.846700917290805, "bbox/AP-horse": 54.344029248406024, "bbox/AP-hot dog": 32.03713148951001, "bbox/AP-keyboard": 43.989651972010144, "bbox/AP-kite": 43.015993188165744, "bbox/AP-knife": 13.381397674344145, "bbox/AP-laptop": 52.811690494340255, "bbox/AP-microwave": 47.31067147813787, "bbox/AP-motorcycle": 36.59788137725625, "bbox/AP-mouse": 58.12477482370748, "bbox/AP-orange": 29.24650556204305, "bbox/AP-oven": 28.196158425999744, "bbox/AP-parking meter": 35.9861939008878, "bbox/AP-person": 52.392919519921456, "bbox/AP-pizza": 50.829376809239136, "bbox/AP-potted plant": 22.600809996182658, "bbox/AP-refrigerator": 48.46695551745973, "bbox/AP-remote": 28.246739474350115, "bbox/AP-sandwich": 32.23526616856397, "bbox/AP-scissors": 17.29735318029807, "bbox/AP-sheep": 50.05460390676436, "bbox/AP-sink": 33.32262235274758, "bbox/AP-skateboard": 44.10613828195204, "bbox/AP-skis": 18.85901275203914, "bbox/AP-snowboard": 27.576187390793667, "bbox/AP-spoon": 13.374820592246278, "bbox/AP-sports ball": 47.101541141140956, "bbox/AP-stop sign": 61.30285945605816, "bbox/AP-suitcase": 36.06118155287475, "bbox/AP-surfboard": 35.77459193964888, "bbox/AP-teddy bear": 40.94249721242504, "bbox/AP-tennis racket": 42.32008470771414, "bbox/AP-tie": 27.598669868290376, "bbox/AP-toaster": 39.04087331810104, "bbox/AP-toilet": 54.64967598501368, "bbox/AP-toothbrush": 19.9186814217568, "bbox/AP-traffic light": 26.313263497509016, "bbox/AP-train": 58.62565474739222, "bbox/AP-truck": 31.56743308489616, "bbox/AP-tv": 51.33163071762053, "bbox/AP-umbrella": 33.43292928149716, "bbox/AP-vase": 35.626792342567995, "bbox/AP-wine glass": 30.971481685198064, "bbox/AP-zebra": 62.12543760016773, "bbox/AP50": 60.54286251113604, "bbox/AP75": 41.10291496076069, "bbox/APl": 47.72713144684079, "bbox/APm": 40.63561062886891, "bbox/APs": 23.930171183325633, "data_time": 0.018049699254333973, "eta_seconds": 227880.00793661922, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3559234007325664, "fast_rcnn/fg_cls_accuracy": 0.5819634365075447, "iteration": 39999, "loss_box_reg": 0.24347345530986786, "loss_cls": 0.2085447460412979, "loss_mask": 0.25750604271888733, "loss_rpn_cls": 0.03722167247906327, "loss_rpn_loc": 0.07010036939755082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917470245776721, "mask_rcnn/false_negative": 0.09542222590874883, "mask_rcnn/false_positive": 0.1279404353053162, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "segm/AP": 35.81817982136792, "segm/AP-airplane": 48.24556831740922, "segm/AP-apple": 17.157123834233335, "segm/AP-backpack": 12.033546645208007, "segm/AP-banana": 19.538037265402313, "segm/AP-baseball bat": 25.14107816295153, "segm/AP-baseball glove": 40.31142142558356, "segm/AP-bear": 71.44344798333626, "segm/AP-bed": 32.54231141977112, "segm/AP-bench": 16.138697457714226, "segm/AP-bicycle": 16.78213121831023, "segm/AP-bird": 30.132128971996686, "segm/AP-boat": 20.733291286050743, "segm/AP-book": 8.801191400929088, "segm/AP-bottle": 36.35247817597019, "segm/AP-bowl": 36.79961179377397, "segm/AP-broccoli": 23.02628814972368, "segm/AP-bus": 62.46591021948896, "segm/AP-cake": 36.37880994560186, "segm/AP-car": 38.804647900682774, "segm/AP-carrot": 17.82972656850404, "segm/AP-cat": 64.02184781715412, "segm/AP-cell phone": 32.23170844632598, "segm/AP-chair": 17.434179210921737, "segm/AP-clock": 51.5664101152373, "segm/AP-couch": 34.849537200605155, "segm/AP-cow": 49.363623471653916, "segm/AP-cup": 40.59599369986869, "segm/AP-dining table": 13.287853189782464, "segm/AP-dog": 59.899995745749216, "segm/AP-donut": 48.819381244513565, "segm/AP-elephant": 56.11322823188637, "segm/AP-fire hydrant": 63.669124004901064, "segm/AP-fork": 13.465805358381585, "segm/AP-frisbee": 63.47668534413159, "segm/AP-giraffe": 50.18382658342374, "segm/AP-hair drier": 0.6127959734748986, "segm/AP-handbag": 12.342806886579444, "segm/AP-horse": 39.702645021904814, "segm/AP-hot dog": 27.355565049296587, "segm/AP-keyboard": 45.13659992667225, "segm/AP-kite": 30.714578768357505, "segm/AP-knife": 9.619364103975645, "segm/AP-laptop": 55.50027158535876, "segm/AP-microwave": 50.53449723360547, "segm/AP-motorcycle": 30.307867220193142, "segm/AP-mouse": 58.56027710839451, "segm/AP-orange": 29.775598494811202, "segm/AP-oven": 28.44940516620227, "segm/AP-parking meter": 38.550334295034055, "segm/AP-person": 46.06578443222285, "segm/AP-pizza": 50.93975936023233, "segm/AP-potted plant": 20.249225809957977, "segm/AP-refrigerator": 50.508231640261734, "segm/AP-remote": 28.232044869731403, "segm/AP-sandwich": 35.37823094150238, "segm/AP-scissors": 16.385522152190852, "segm/AP-sheep": 45.52446261538695, "segm/AP-sink": 32.10585492106057, "segm/AP-skateboard": 26.155075175031417, "segm/AP-skis": 2.3630402257988847, "segm/AP-snowboard": 19.36656085868197, "segm/AP-spoon": 9.9898224151732, "segm/AP-sports ball": 47.10829218726915, "segm/AP-stop sign": 63.21734226855137, "segm/AP-suitcase": 39.68665931988969, "segm/AP-surfboard": 30.838378994394372, "segm/AP-teddy bear": 41.03220722018389, "segm/AP-tennis racket": 51.90501807086927, "segm/AP-tie": 28.2319631486849, "segm/AP-toaster": 49.53455826351866, "segm/AP-toilet": 55.49006818195122, "segm/AP-toothbrush": 11.788070942098033, "segm/AP-traffic light": 26.385725788498803, "segm/AP-train": 59.67412179802323, "segm/AP-truck": 32.107008412019034, "segm/AP-tv": 54.76261330524858, "segm/AP-umbrella": 43.02854332817277, "segm/AP-vase": 36.2106860127132, "segm/AP-wine glass": 29.403088619352935, "segm/AP-zebra": 54.98716978972391, "segm/AP50": 57.59486965088987, "segm/AP75": 38.19654155027079, "segm/APl": 50.7352131201534, "segm/APm": 38.536555755723455, "segm/APs": 19.225695531499014, "time": 0.9719530926086009, "total_loss": 0.8360032432246953}
{"data_time": 0.021065235836431384, "eta_seconds": 227904.8257176904, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2975216418416473, "fast_rcnn/fg_cls_accuracy": 0.6826298919923506, "iteration": 40019, "loss_box_reg": 0.2310586366802454, "loss_cls": 0.19181065820157528, "loss_mask": 0.2649948578327894, "loss_rpn_cls": 0.04734419542364776, "loss_rpn_loc": 0.07563188893254846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880430318555366, "mask_rcnn/false_negative": 0.09602416730278737, "mask_rcnn/false_positive": 0.1301872616462341, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9939548769034445, "total_loss": 0.8109488409245387}
{"data_time": 0.01647309586405754, "eta_seconds": 227933.37011112832, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.33124346917450365, "fast_rcnn/fg_cls_accuracy": 0.65134631969446, "iteration": 40039, "loss_box_reg": 0.23538228496909142, "loss_cls": 0.19457201287150383, "loss_mask": 0.24869819357991219, "loss_rpn_cls": 0.03991374489851296, "loss_rpn_loc": 0.08012659207452089, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898681234380275, "mask_rcnn/false_negative": 0.0980393942083985, "mask_rcnn/false_positive": 0.12292224385126649, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.952099388698116, "total_loss": 0.7831421121954918}
{"data_time": 0.014787737745791674, "eta_seconds": 227913.5463704681, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32148729498569906, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 40059, "loss_box_reg": 0.24255309905856848, "loss_cls": 0.19910512352362275, "loss_mask": 0.2491776142269373, "loss_rpn_cls": 0.04503865074366331, "loss_rpn_loc": 0.07750093820504844, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970134620113106, "mask_rcnn/false_negative": 0.09073155932472773, "mask_rcnn/false_positive": 0.10677465393112254, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9788193104323, "total_loss": 0.8357866986189038}
{"data_time": 0.014778537675738335, "eta_seconds": 227910.96633285284, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26714941331751085, "fast_rcnn/fg_cls_accuracy": 0.6962645118182578, "iteration": 40079, "loss_box_reg": 0.22748489491641521, "loss_cls": 0.19621971994638443, "loss_mask": 0.2462125401943922, "loss_rpn_cls": 0.04124763258732855, "loss_rpn_loc": 0.07352362445089966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891136067179388, "mask_rcnn/false_negative": 0.091349967004872, "mask_rcnn/false_positive": 0.12397500677029616, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9888289251830429, "total_loss": 0.8117504373658448}
{"data_time": 0.02449874533340335, "eta_seconds": 227873.89888914768, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.33513423710792134, "fast_rcnn/fg_cls_accuracy": 0.6425400016754628, "iteration": 40099, "loss_box_reg": 0.2281177369877696, "loss_cls": 0.1901561850681901, "loss_mask": 0.2631372008472681, "loss_rpn_cls": 0.03627822786802426, "loss_rpn_loc": 0.07347236946225166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852552020608881, "mask_rcnn/false_negative": 0.1068922583254189, "mask_rcnn/false_positive": 0.10740276452021288, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9796495665796101, "total_loss": 0.7920530420960858}
{"data_time": 0.01631398731842637, "eta_seconds": 227805.72804584168, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2874749301978057, "fast_rcnn/fg_cls_accuracy": 0.6888933723393524, "iteration": 40119, "loss_box_reg": 0.21971499547362328, "loss_cls": 0.18846138566732407, "loss_mask": 0.25431584753096104, "loss_rpn_cls": 0.044744222424924374, "loss_rpn_loc": 0.080207584425807, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981871220710507, "mask_rcnn/false_negative": 0.07598418983598197, "mask_rcnn/false_positive": 0.11342080560652454, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9833900122903287, "total_loss": 0.8079550493275747}
{"data_time": 0.01669334899634123, "eta_seconds": 227808.03079165053, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31012043512043513, "fast_rcnn/fg_cls_accuracy": 0.6767482517482517, "iteration": 40139, "loss_box_reg": 0.2159588262438774, "loss_cls": 0.18446481507271528, "loss_mask": 0.2543929871171713, "loss_rpn_cls": 0.04027069313451648, "loss_rpn_loc": 0.07551225833594799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898498965505655, "mask_rcnn/false_negative": 0.0891963927072625, "mask_rcnn/false_positive": 0.12681426085356667, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.022186177317053, "total_loss": 0.8012831252417527}
{"data_time": 0.02181715564802289, "eta_seconds": 227766.0889771022, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28777812928398183, "fast_rcnn/fg_cls_accuracy": 0.6781457447602, "iteration": 40159, "loss_box_reg": 0.23185084760189056, "loss_cls": 0.2103571528568864, "loss_mask": 0.25091800279915333, "loss_rpn_cls": 0.04206789843738079, "loss_rpn_loc": 0.08370551792904735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956243597071518, "mask_rcnn/false_negative": 0.08931753566367788, "mask_rcnn/false_positive": 0.10561070370388312, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9898177746217698, "total_loss": 0.8000318112317473}
{"data_time": 0.01969866151921451, "eta_seconds": 227661.12254447304, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36301563874353354, "fast_rcnn/fg_cls_accuracy": 0.6184843624699279, "iteration": 40179, "loss_box_reg": 0.21614963375031948, "loss_cls": 0.18396431859582663, "loss_mask": 0.24570262990891933, "loss_rpn_cls": 0.037394201033748686, "loss_rpn_loc": 0.0661233039572835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911836205473509, "mask_rcnn/false_negative": 0.094914031913027, "mask_rcnn/false_positive": 0.12571787737561424, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.986031617037952, "total_loss": 0.7672013617120683}
{"data_time": 0.014677821658551693, "eta_seconds": 227634.2587432824, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3475872839408137, "fast_rcnn/fg_cls_accuracy": 0.6431747796394822, "iteration": 40199, "loss_box_reg": 0.2273332169279456, "loss_cls": 0.19408416654914618, "loss_mask": 0.26040057465434074, "loss_rpn_cls": 0.03897307883016765, "loss_rpn_loc": 0.08307991782203317, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031361574132759, "mask_rcnn/false_negative": 0.09315961591171268, "mask_rcnn/false_positive": 0.10614392517419463, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9817429922986776, "total_loss": 0.81162128620781}
{"data_time": 0.014708047034218907, "eta_seconds": 227621.49829548784, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.326417004048583, "fast_rcnn/fg_cls_accuracy": 0.6306933198380567, "iteration": 40219, "loss_box_reg": 0.2378090638667345, "loss_cls": 0.1980399414896965, "loss_mask": 0.2687036916613579, "loss_rpn_cls": 0.053395035676658154, "loss_rpn_loc": 0.093132488662377, "lr": 0.0001, "mask_rcnn/accuracy": 0.887987003316894, "mask_rcnn/false_negative": 0.09960507792124004, "mask_rcnn/false_positive": 0.11681277249958538, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9933217335492373, "total_loss": 0.8779099556850269}
{"data_time": 0.014589153695851564, "eta_seconds": 227584.95272174478, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.357910349373764, "fast_rcnn/fg_cls_accuracy": 0.6164653132395068, "iteration": 40239, "loss_box_reg": 0.21901580318808556, "loss_cls": 0.18898684531450272, "loss_mask": 0.24395626410841942, "loss_rpn_cls": 0.04253357136622071, "loss_rpn_loc": 0.08006166899576783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959467916380035, "mask_rcnn/false_negative": 0.10771316720003533, "mask_rcnn/false_positive": 0.11188373898093404, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9899813116062433, "total_loss": 0.7872936114436015}
{"data_time": 0.024038585368543863, "eta_seconds": 227581.87404650263, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4037118437118437, "fast_rcnn/fg_cls_accuracy": 0.5561791213542187, "iteration": 40259, "loss_box_reg": 0.25236076675355434, "loss_cls": 0.21240728255361319, "loss_mask": 0.2647176254540682, "loss_rpn_cls": 0.04650253662839532, "loss_rpn_loc": 0.0794013049453497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870884797309558, "mask_rcnn/false_negative": 0.09804485307205993, "mask_rcnn/false_positive": 0.1296280300372677, "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": 1.0291244818363339, "total_loss": 0.8532387806335464}
{"data_time": 0.015678196912631392, "eta_seconds": 227647.17177088372, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3322362310764373, "fast_rcnn/fg_cls_accuracy": 0.626613962140278, "iteration": 40279, "loss_box_reg": 0.24819829501211643, "loss_cls": 0.21509340777993202, "loss_mask": 0.25356405787169933, "loss_rpn_cls": 0.043663673335686326, "loss_rpn_loc": 0.07773740589618683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924991803259895, "mask_rcnn/false_negative": 0.09717008999460691, "mask_rcnn/false_positive": 0.10477989679570078, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.0059565131086856, "total_loss": 0.8772166231647134}
{"data_time": 0.015486997552216053, "eta_seconds": 227686.1633181572, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.31414129951677117, "fast_rcnn/fg_cls_accuracy": 0.658817620892524, "iteration": 40299, "loss_box_reg": 0.2429864965379238, "loss_cls": 0.20449908636510372, "loss_mask": 0.25274866819381714, "loss_rpn_cls": 0.043430100195109844, "loss_rpn_loc": 0.08195737143978477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856395279165785, "mask_rcnn/false_negative": 0.10786450349152946, "mask_rcnn/false_positive": 0.12527474534233923, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9692160892300308, "total_loss": 0.8122335895895958}
{"data_time": 0.019369563553482294, "eta_seconds": 227798.07464892045, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3535423575520048, "fast_rcnn/fg_cls_accuracy": 0.6300166034155598, "iteration": 40319, "loss_box_reg": 0.2243419773876667, "loss_cls": 0.18127541430294514, "loss_mask": 0.2539976164698601, "loss_rpn_cls": 0.04458096460439265, "loss_rpn_loc": 0.09174212883226573, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878505421461189, "mask_rcnn/false_negative": 0.10468651259463828, "mask_rcnn/false_positive": 0.12244936686664593, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9964239900000393, "total_loss": 0.8107531638815999}
{"data_time": 0.015761584509164095, "eta_seconds": 227646.5140080452, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3642693260986066, "fast_rcnn/fg_cls_accuracy": 0.6073501743759178, "iteration": 40339, "loss_box_reg": 0.23437665961682796, "loss_cls": 0.20060332491993904, "loss_mask": 0.2618466541171074, "loss_rpn_cls": 0.040233224630355835, "loss_rpn_loc": 0.07456330070272088, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777216500610516, "mask_rcnn/false_negative": 0.09259513043418695, "mask_rcnn/false_positive": 0.15058891766250973, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9595295258332044, "total_loss": 0.8023918443359435}
{"data_time": 0.017770672915503383, "eta_seconds": 227891.82211352512, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3646394623721015, "fast_rcnn/fg_cls_accuracy": 0.5729471166622375, "iteration": 40359, "loss_box_reg": 0.2312813987955451, "loss_cls": 0.1950198309496045, "loss_mask": 0.2604160513728857, "loss_rpn_cls": 0.04226926079718396, "loss_rpn_loc": 0.06581693654879928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861369829416645, "mask_rcnn/false_negative": 0.09211813105762472, "mask_rcnn/false_positive": 0.1437478968117919, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.0082926251925528, "total_loss": 0.7819212498143315}
{"data_time": 0.016220021760091186, "eta_seconds": 227833.9538708562, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.37375547590601355, "fast_rcnn/fg_cls_accuracy": 0.5902628434886499, "iteration": 40379, "loss_box_reg": 0.23546182550489902, "loss_cls": 0.2001780830323696, "loss_mask": 0.25818515568971634, "loss_rpn_cls": 0.04114838340319693, "loss_rpn_loc": 0.08109118964057416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860578150414512, "mask_rcnn/false_negative": 0.08378364149779588, "mask_rcnn/false_positive": 0.14437990596891476, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9652237994596362, "total_loss": 0.8135661683045328}
{"data_time": 0.01703319139778614, "eta_seconds": 228006.2186356634, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30281620308394075, "fast_rcnn/fg_cls_accuracy": 0.651987690668876, "iteration": 40399, "loss_box_reg": 0.23192472755908966, "loss_cls": 0.18934202194213867, "loss_mask": 0.26000483334064484, "loss_rpn_cls": 0.041641949443146586, "loss_rpn_loc": 0.07489241426810622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912959906872834, "mask_rcnn/false_negative": 0.08573354833517871, "mask_rcnn/false_positive": 0.1197102760002135, "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": 1.0190620864741504, "total_loss": 0.8174114841967821}
{"data_time": 0.014720165636390448, "eta_seconds": 228018.80984914023, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.37277137367915464, "fast_rcnn/fg_cls_accuracy": 0.6150858369098713, "iteration": 40419, "loss_box_reg": 0.25493583641946316, "loss_cls": 0.2024758392944932, "loss_mask": 0.2658784966915846, "loss_rpn_cls": 0.038138970267027617, "loss_rpn_loc": 0.08824083697982132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858325700330297, "mask_rcnn/false_negative": 0.1052610168857476, "mask_rcnn/false_positive": 0.1323087957582892, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9903263349551708, "total_loss": 0.8661535168066621}
{"data_time": 0.018868116661906242, "eta_seconds": 228071.57106603496, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.34001823938330233, "fast_rcnn/fg_cls_accuracy": 0.6126810084383789, "iteration": 40439, "loss_box_reg": 0.24611933715641499, "loss_cls": 0.20702055096626282, "loss_mask": 0.25918569415807724, "loss_rpn_cls": 0.03730209218338132, "loss_rpn_loc": 0.071973264683038, "lr": 0.0001, "mask_rcnn/accuracy": 0.889404859481445, "mask_rcnn/false_negative": 0.09843833549880823, "mask_rcnn/false_positive": 0.12438829227236817, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9855513160582632, "total_loss": 0.8284903573803604}
{"data_time": 0.01616907911375165, "eta_seconds": 228051.70074271504, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3128835517842261, "fast_rcnn/fg_cls_accuracy": 0.653790259230165, "iteration": 40459, "loss_box_reg": 0.20351588167250156, "loss_cls": 0.18146609188988805, "loss_mask": 0.254822576418519, "loss_rpn_cls": 0.03819493972696364, "loss_rpn_loc": 0.0733483163639903, "lr": 0.0001, "mask_rcnn/accuracy": 0.891841412391805, "mask_rcnn/false_negative": 0.08815234722229368, "mask_rcnn/false_positive": 0.1278642246571345, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9848239244893193, "total_loss": 0.7439140903297812}
{"data_time": 0.022305417573079467, "eta_seconds": 227926.77396018058, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.41457036114570356, "fast_rcnn/fg_cls_accuracy": 0.5621782178217822, "iteration": 40479, "loss_box_reg": 0.23884199280291796, "loss_cls": 0.20385032333433628, "loss_mask": 0.2569987569004297, "loss_rpn_cls": 0.041418049950152636, "loss_rpn_loc": 0.07012130779912695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844603097988407, "mask_rcnn/false_negative": 0.0893005718745696, "mask_rcnn/false_positive": 0.1226232488633488, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0021602581255138, "total_loss": 0.8010631744982675}
{"data_time": 0.019128496991470456, "eta_seconds": 228067.65223515686, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32827182020730405, "fast_rcnn/fg_cls_accuracy": 0.652956735805573, "iteration": 40499, "loss_box_reg": 0.2172670140862465, "loss_cls": 0.2003532899543643, "loss_mask": 0.2514878362417221, "loss_rpn_cls": 0.050317310728132725, "loss_rpn_loc": 0.08175196952652186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898991319809131, "mask_rcnn/false_negative": 0.09330709665573905, "mask_rcnn/false_positive": 0.12368306364571774, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0148544490803033, "total_loss": 0.7934719624463469}
{"data_time": 0.0141048445366323, "eta_seconds": 228208.43239441514, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33257345491388046, "fast_rcnn/fg_cls_accuracy": 0.6386624034106049, "iteration": 40519, "loss_box_reg": 0.24313838966190815, "loss_cls": 0.19951770082116127, "loss_mask": 0.257668936625123, "loss_rpn_cls": 0.037967830430716276, "loss_rpn_loc": 0.07215597643516958, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798686274684082, "mask_rcnn/false_negative": 0.10054627378217097, "mask_rcnn/false_positive": 0.13173827883417402, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.017108719330281, "total_loss": 0.8052339646965265}
{"data_time": 0.013870107475668192, "eta_seconds": 227992.25271546282, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.348212916091425, "fast_rcnn/fg_cls_accuracy": 0.6082104424073336, "iteration": 40539, "loss_box_reg": 0.25130909867584705, "loss_cls": 0.2040538750588894, "loss_mask": 0.2583337835967541, "loss_rpn_cls": 0.05052691407036036, "loss_rpn_loc": 0.0888348980806768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877854319670764, "mask_rcnn/false_negative": 0.09427237866382601, "mask_rcnn/false_positive": 0.1253704585024496, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9941428494639695, "total_loss": 0.8788974242052063}
{"data_time": 0.01832495117560029, "eta_seconds": 228168.654037714, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.352221769262128, "fast_rcnn/fg_cls_accuracy": 0.5881679389312977, "iteration": 40559, "loss_box_reg": 0.22681802697479725, "loss_cls": 0.19970887806266546, "loss_mask": 0.25609949976205826, "loss_rpn_cls": 0.03583229472860694, "loss_rpn_loc": 0.067974757112097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857989389543928, "mask_rcnn/false_negative": 0.08586026647781875, "mask_rcnn/false_positive": 0.12259594652782776, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0155852111056447, "total_loss": 0.7915756329311989}
{"data_time": 0.014848996186628938, "eta_seconds": 228281.8505718978, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34125588212605107, "fast_rcnn/fg_cls_accuracy": 0.6496623452415691, "iteration": 40579, "loss_box_reg": 0.24773241207003593, "loss_cls": 0.19397089909762144, "loss_mask": 0.2587273456156254, "loss_rpn_cls": 0.04288375924807042, "loss_rpn_loc": 0.08515103021636605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852711300495102, "mask_rcnn/false_negative": 0.09646471791189841, "mask_rcnn/false_positive": 0.11672882324600578, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0377646549604833, "total_loss": 0.8378897535149008}
{"data_time": 0.016043537529185414, "eta_seconds": 228365.79827992246, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28583999522729986, "fast_rcnn/fg_cls_accuracy": 0.7014753784249856, "iteration": 40599, "loss_box_reg": 0.23080477118492126, "loss_cls": 0.1940479688346386, "loss_mask": 0.26248943619430065, "loss_rpn_cls": 0.03949296538485214, "loss_rpn_loc": 0.07517018029466271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887193610628108, "mask_rcnn/false_negative": 0.09946102342977, "mask_rcnn/false_positive": 0.11726188188783664, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9747195183299482, "total_loss": 0.8076852990780026}
{"data_time": 0.016914208186790347, "eta_seconds": 228398.02656958345, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.37924347158218125, "fast_rcnn/fg_cls_accuracy": 0.5807637571157496, "iteration": 40619, "loss_box_reg": 0.22762321215122938, "loss_cls": 0.19500473421067, "loss_mask": 0.2595776543021202, "loss_rpn_cls": 0.03763259737752378, "loss_rpn_loc": 0.07577243074774742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747516983944115, "mask_rcnn/false_negative": 0.1089671285567701, "mask_rcnn/false_positive": 0.13965440879514485, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0054909361060709, "total_loss": 0.8197888815775514}
{"data_time": 0.01309692463837564, "eta_seconds": 228455.927981399, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.35371723790322585, "fast_rcnn/fg_cls_accuracy": 0.594921875, "iteration": 40639, "loss_box_reg": 0.23454666696488857, "loss_cls": 0.20230428781360388, "loss_mask": 0.25115183368325233, "loss_rpn_cls": 0.038420993369072676, "loss_rpn_loc": 0.07238531345501542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957849383993228, "mask_rcnn/false_negative": 0.08201931850304997, "mask_rcnn/false_positive": 0.10891861906276822, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0058852634392679, "total_loss": 0.8044555173255503}
{"data_time": 0.01996285142377019, "eta_seconds": 228460.25082807988, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.34648928307464893, "fast_rcnn/fg_cls_accuracy": 0.6012520384516351, "iteration": 40659, "loss_box_reg": 0.22839326038956642, "loss_cls": 0.208134014159441, "loss_mask": 0.25511770881712437, "loss_rpn_cls": 0.0422622449696064, "loss_rpn_loc": 0.07566211139783263, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961228213913303, "mask_rcnn/false_negative": 0.09416190029277302, "mask_rcnn/false_positive": 0.11627366222526761, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9986870142165571, "total_loss": 0.7915628021582961}
{"data_time": 0.019405161263421178, "eta_seconds": 228692.38199371845, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30627131489200454, "fast_rcnn/fg_cls_accuracy": 0.6740002421820603, "iteration": 40679, "loss_box_reg": 0.23258413933217525, "loss_cls": 0.19660261366516352, "loss_mask": 0.2564383018761873, "loss_rpn_cls": 0.04646538256201893, "loss_rpn_loc": 0.08007957111112773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981505005848494, "mask_rcnn/false_negative": 0.08956937177350083, "mask_rcnn/false_positive": 0.11128578705886727, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0152814383618534, "total_loss": 0.8187801060266793}
{"data_time": 0.020141117041930556, "eta_seconds": 228483.5488972254, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3892057642057642, "fast_rcnn/fg_cls_accuracy": 0.5617809367809368, "iteration": 40699, "loss_box_reg": 0.2452220469713211, "loss_cls": 0.21811228804290295, "loss_mask": 0.2615970056504011, "loss_rpn_cls": 0.045074900262989104, "loss_rpn_loc": 0.09221915574744344, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749137439357788, "mask_rcnn/false_negative": 0.11109861624801659, "mask_rcnn/false_positive": 0.11584467412972103, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9895533055532724, "total_loss": 0.8774622650817037}
{"data_time": 0.01823775307275355, "eta_seconds": 228515.07136054337, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3282931651420854, "fast_rcnn/fg_cls_accuracy": 0.6275257314821839, "iteration": 40719, "loss_box_reg": 0.22449763491749763, "loss_cls": 0.18399182241410017, "loss_mask": 0.2576181497424841, "loss_rpn_cls": 0.036703603982459754, "loss_rpn_loc": 0.08660395420156419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953428199404763, "mask_rcnn/false_negative": 0.08861110056495995, "mask_rcnn/false_positive": 0.12280485610386072, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9803306164685637, "total_loss": 0.8148070137249306}
{"data_time": 0.023103975458070636, "eta_seconds": 228537.8035623813, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3400178019791612, "fast_rcnn/fg_cls_accuracy": 0.6293767276556534, "iteration": 40739, "loss_box_reg": 0.23215284198522568, "loss_cls": 0.1895441710948944, "loss_mask": 0.26685693860054016, "loss_rpn_cls": 0.04089569178177044, "loss_rpn_loc": 0.07296824408695102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809191068623089, "mask_rcnn/false_negative": 0.10344426907462309, "mask_rcnn/false_positive": 0.12994342771931544, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9880711508449167, "total_loss": 0.8172060865908861}
{"data_time": 0.01575986435636878, "eta_seconds": 228673.82684971206, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.31251667111229664, "fast_rcnn/fg_cls_accuracy": 0.6534853953332214, "iteration": 40759, "loss_box_reg": 0.22763210907578468, "loss_cls": 0.19009010214358568, "loss_mask": 0.2416808418929577, "loss_rpn_cls": 0.03929091524332762, "loss_rpn_loc": 0.07174167968332767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914127223740542, "mask_rcnn/false_negative": 0.09236357753268751, "mask_rcnn/false_positive": 0.11526083742704712, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9999519309494644, "total_loss": 0.7762397847836837}
{"data_time": 0.01644195499829948, "eta_seconds": 228680.64224710688, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4054031770461166, "fast_rcnn/fg_cls_accuracy": 0.5595575723199093, "iteration": 40779, "loss_box_reg": 0.25325904600322247, "loss_cls": 0.21716643683612347, "loss_mask": 0.24980543926358223, "loss_rpn_cls": 0.04443392949178815, "loss_rpn_loc": 0.09429486864246428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821193192351275, "mask_rcnn/false_negative": 0.09625205510327282, "mask_rcnn/false_positive": 0.12847123914375952, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.999678009422496, "total_loss": 0.8569003294687718}
{"data_time": 0.016040303045883775, "eta_seconds": 228572.71041758358, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3266798418972332, "fast_rcnn/fg_cls_accuracy": 0.6228840553330907, "iteration": 40799, "loss_box_reg": 0.24324670061469078, "loss_cls": 0.20721587352454662, "loss_mask": 0.25470753014087677, "loss_rpn_cls": 0.03882080432958901, "loss_rpn_loc": 0.08714801725000143, "lr": 0.0001, "mask_rcnn/accuracy": 0.883242501546073, "mask_rcnn/false_negative": 0.11115086073639435, "mask_rcnn/false_positive": 0.11949449614908722, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9731736441608518, "total_loss": 0.8121230495162308}
{"data_time": 0.02046342007815838, "eta_seconds": 228663.1533838436, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3786975831439785, "fast_rcnn/fg_cls_accuracy": 0.5980113636363636, "iteration": 40819, "loss_box_reg": 0.2387176062911749, "loss_cls": 0.19970125705003738, "loss_mask": 0.25778709910809994, "loss_rpn_cls": 0.0443529870826751, "loss_rpn_loc": 0.06665095454081893, "lr": 0.0001, "mask_rcnn/accuracy": 0.894957659934082, "mask_rcnn/false_negative": 0.07639778473460504, "mask_rcnn/false_positive": 0.13347575446617685, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0191016963217407, "total_loss": 0.8397958746063523}
{"data_time": 0.017589685507118702, "eta_seconds": 228594.02443238534, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2925095785440613, "fast_rcnn/fg_cls_accuracy": 0.6887122069362555, "iteration": 40839, "loss_box_reg": 0.24672208912670612, "loss_cls": 0.2055868413299322, "loss_mask": 0.2500762268900871, "loss_rpn_cls": 0.04445406375452876, "loss_rpn_loc": 0.08423082949593663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995884117535903, "mask_rcnn/false_negative": 0.08778900047953744, "mask_rcnn/false_positive": 0.1206908426443332, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9924248151946813, "total_loss": 0.8333551441319287}
{"data_time": 0.02243759762495756, "eta_seconds": 228375.53843141533, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36055786700805037, "fast_rcnn/fg_cls_accuracy": 0.605057194461168, "iteration": 40859, "loss_box_reg": 0.2355437707155943, "loss_cls": 0.2007506787776947, "loss_mask": 0.25862946920096874, "loss_rpn_cls": 0.03974741231650114, "loss_rpn_loc": 0.08078032894991338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885845367348022, "mask_rcnn/false_negative": 0.09751650026132244, "mask_rcnn/false_positive": 0.12083471428742013, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.987638893071562, "total_loss": 0.8065041383961216}
{"data_time": 0.013737826142460108, "eta_seconds": 228183.10299515724, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.4001192811585059, "fast_rcnn/fg_cls_accuracy": 0.5502460269537623, "iteration": 40879, "loss_box_reg": 0.22687354311347008, "loss_cls": 0.20285164006054401, "loss_mask": 0.24883386865258217, "loss_rpn_cls": 0.0486945811426267, "loss_rpn_loc": 0.0803482981864363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884929571795617, "mask_rcnn/false_negative": 0.09815680115139103, "mask_rcnn/false_positive": 0.13593024142178795, "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": 0.9770504005718976, "total_loss": 0.8040224388241768}
{"data_time": 0.014280832139775157, "eta_seconds": 228139.58489731885, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3536481318034716, "fast_rcnn/fg_cls_accuracy": 0.6420404485382458, "iteration": 40899, "loss_box_reg": 0.23556838650256395, "loss_cls": 0.18958895280957222, "loss_mask": 0.25808627530932426, "loss_rpn_cls": 0.044100922415964305, "loss_rpn_loc": 0.09259173925966024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881285586334847, "mask_rcnn/false_negative": 0.11054556286701692, "mask_rcnn/false_positive": 0.11478210423285669, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0182259525172412, "total_loss": 0.8202421455644071}
{"data_time": 0.015052231959998608, "eta_seconds": 228143.26655957848, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27267387218045114, "fast_rcnn/fg_cls_accuracy": 0.6786067375938851, "iteration": 40919, "loss_box_reg": 0.23525712080299854, "loss_cls": 0.1862673657014966, "loss_mask": 0.25122481398284435, "loss_rpn_cls": 0.03894267452415079, "loss_rpn_loc": 0.06691069260705262, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823904549515041, "mask_rcnn/false_negative": 0.10192122567734938, "mask_rcnn/false_positive": 0.13623855382046007, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0015902454033494, "total_loss": 0.8230697226244956}
{"data_time": 0.018973241792991757, "eta_seconds": 228084.72981169354, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3757598913228052, "fast_rcnn/fg_cls_accuracy": 0.581109831397767, "iteration": 40939, "loss_box_reg": 0.21754712238907814, "loss_cls": 0.18279004283249378, "loss_mask": 0.2655931916087866, "loss_rpn_cls": 0.035589664592407644, "loss_rpn_loc": 0.0725811857264489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843148852951964, "mask_rcnn/false_negative": 0.10134228668850981, "mask_rcnn/false_positive": 0.11371651629379871, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9694393544923514, "total_loss": 0.7744472307385877}
{"data_time": 0.015389352105557919, "eta_seconds": 228062.091208864, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37811004784688995, "fast_rcnn/fg_cls_accuracy": 0.6006174343975952, "iteration": 40959, "loss_box_reg": 0.237234678119421, "loss_cls": 0.19978558272123337, "loss_mask": 0.26166585832834244, "loss_rpn_cls": 0.04473256098572165, "loss_rpn_loc": 0.06451781885698438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914138136338884, "mask_rcnn/false_negative": 0.09641261585521782, "mask_rcnn/false_positive": 0.1302124086988937, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0004088920541108, "total_loss": 0.7886270108283497}
{"data_time": 0.012890216428786516, "eta_seconds": 228000.9142411407, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3704702006588799, "fast_rcnn/fg_cls_accuracy": 0.6190869086908691, "iteration": 40979, "loss_box_reg": 0.24106164555996656, "loss_cls": 0.202367028221488, "loss_mask": 0.26309940963983536, "loss_rpn_cls": 0.05134459398686886, "loss_rpn_loc": 0.07804747810587287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936655425576302, "mask_rcnn/false_negative": 0.09458332472423803, "mask_rcnn/false_positive": 0.11693469504917642, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9911176769528538, "total_loss": 0.8377393991104327}
{"data_time": 0.02038804441690445, "eta_seconds": 228024.98527406715, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3554037267080745, "fast_rcnn/fg_cls_accuracy": 0.6062018571520601, "iteration": 40999, "loss_box_reg": 0.22965007461607456, "loss_cls": 0.20738138630986214, "loss_mask": 0.2570905704051256, "loss_rpn_cls": 0.042467612540349364, "loss_rpn_loc": 0.09293128084391356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845479414852065, "mask_rcnn/false_negative": 0.11766778536005632, "mask_rcnn/false_positive": 0.11903570520575307, "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": 0.9830628535710275, "total_loss": 0.8315524966455996}
{"data_time": 0.01574945542961359, "eta_seconds": 228002.3473847611, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3380759755892727, "fast_rcnn/fg_cls_accuracy": 0.6085910489205891, "iteration": 41019, "loss_box_reg": 0.24671655800193548, "loss_cls": 0.21625643409788609, "loss_mask": 0.26751089841127396, "loss_rpn_cls": 0.034077774034813046, "loss_rpn_loc": 0.07813903642818332, "lr": 0.0001, "mask_rcnn/accuracy": 0.879365781873094, "mask_rcnn/false_negative": 0.09936551388985583, "mask_rcnn/false_positive": 0.14406322787805242, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9863908053375781, "total_loss": 0.8318359415279701}
{"data_time": 0.016135374549776316, "eta_seconds": 227985.15558231622, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3538934974578539, "fast_rcnn/fg_cls_accuracy": 0.5961801423109063, "iteration": 41039, "loss_box_reg": 0.21241950429975986, "loss_cls": 0.190778992138803, "loss_mask": 0.25183033011853695, "loss_rpn_cls": 0.03920616046525538, "loss_rpn_loc": 0.08304749173112214, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865934961748287, "mask_rcnn/false_negative": 0.09815117459225844, "mask_rcnn/false_positive": 0.12169914944180513, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9574408200569451, "total_loss": 0.7815001613926142}
{"data_time": 0.01583489659242332, "eta_seconds": 227990.939460448, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.41810899202587, "fast_rcnn/fg_cls_accuracy": 0.5558831841733396, "iteration": 41059, "loss_box_reg": 0.21405080892145634, "loss_cls": 0.19685891550034285, "loss_mask": 0.25890737399458885, "loss_rpn_cls": 0.04110373370349407, "loss_rpn_loc": 0.06445863214321434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991151147959184, "mask_rcnn/false_negative": 0.08970075943084518, "mask_rcnn/false_positive": 0.12934179724315786, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0028556226752698, "total_loss": 0.7651798779843375}
{"data_time": 0.02348694601096213, "eta_seconds": 227953.91181507148, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2941615063819032, "fast_rcnn/fg_cls_accuracy": 0.6198631066248796, "iteration": 41079, "loss_box_reg": 0.2387290894985199, "loss_cls": 0.1952975057065487, "loss_mask": 0.25451373122632504, "loss_rpn_cls": 0.04052740894258022, "loss_rpn_loc": 0.08647350769024342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953141791707634, "mask_rcnn/false_negative": 0.08519332341093624, "mask_rcnn/false_positive": 0.11876446328467785, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9886986094061285, "total_loss": 0.8167592735262588}
{"data_time": 0.014120795065537095, "eta_seconds": 227930.58262523264, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.40099181578582327, "fast_rcnn/fg_cls_accuracy": 0.54230557521428, "iteration": 41099, "loss_box_reg": 0.24953365325927734, "loss_cls": 0.2013739375397563, "loss_mask": 0.2763204090297222, "loss_rpn_cls": 0.041232584859244525, "loss_rpn_loc": 0.08123179851099849, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817576297634224, "mask_rcnn/false_negative": 0.10863347091003137, "mask_rcnn/false_positive": 0.1305133128638376, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9615440864581615, "total_loss": 0.8156069290125743}
{"data_time": 0.01663165120407939, "eta_seconds": 227905.49619881436, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3597201601655644, "fast_rcnn/fg_cls_accuracy": 0.6144111284796236, "iteration": 41119, "loss_box_reg": 0.24503113701939583, "loss_cls": 0.19885678123682737, "loss_mask": 0.2570377327501774, "loss_rpn_cls": 0.03813712834380567, "loss_rpn_loc": 0.0697955465875566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918961673629795, "mask_rcnn/false_negative": 0.09428117107344262, "mask_rcnn/false_positive": 0.1168154172948094, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9789177025668323, "total_loss": 0.8286444715922698}
{"data_time": 0.021286520874127746, "eta_seconds": 227885.5813529389, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.33375209380234505, "fast_rcnn/fg_cls_accuracy": 0.610621697744701, "iteration": 41139, "loss_box_reg": 0.2304988019168377, "loss_cls": 0.20683836471289396, "loss_mask": 0.2611644808202982, "loss_rpn_cls": 0.038667222717776895, "loss_rpn_loc": 0.07870730455033481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841679250130658, "mask_rcnn/false_negative": 0.1030597346400377, "mask_rcnn/false_positive": 0.13124299286517066, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0411319851409644, "total_loss": 0.8172316276468337}
{"data_time": 0.02483326685614884, "eta_seconds": 227880.67484898493, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3304860899969596, "fast_rcnn/fg_cls_accuracy": 0.6543560606060606, "iteration": 41159, "loss_box_reg": 0.23998036794364452, "loss_cls": 0.2078220876865089, "loss_mask": 0.256775576621294, "loss_rpn_cls": 0.045806830981746316, "loss_rpn_loc": 0.09616743633523583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919419521378215, "mask_rcnn/false_negative": 0.09725812864357128, "mask_rcnn/false_positive": 0.12434725639134714, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0050450274720788, "total_loss": 0.8266080022440292}
{"data_time": 0.015731486724689603, "eta_seconds": 227854.33383507188, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.37913686685607917, "fast_rcnn/fg_cls_accuracy": 0.5877104646457041, "iteration": 41179, "loss_box_reg": 0.24885698780417442, "loss_cls": 0.20497585274279118, "loss_mask": 0.26436587795615196, "loss_rpn_cls": 0.03778226184658706, "loss_rpn_loc": 0.07347544794902205, "lr": 0.0001, "mask_rcnn/accuracy": 0.8653730610387678, "mask_rcnn/false_negative": 0.09686117670897765, "mask_rcnn/false_positive": 0.15403629531537988, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9718756803777069, "total_loss": 0.8211512083653361}
{"data_time": 0.014428048394620419, "eta_seconds": 227840.84253385663, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3302180685358255, "fast_rcnn/fg_cls_accuracy": 0.6603229527104959, "iteration": 41199, "loss_box_reg": 0.23613721877336502, "loss_cls": 0.20420555770397186, "loss_mask": 0.2525863042101264, "loss_rpn_cls": 0.03986385895404965, "loss_rpn_loc": 0.07699652155861259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879770196734482, "mask_rcnn/false_negative": 0.10627493211479266, "mask_rcnn/false_positive": 0.11956590709085363, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9853817285038531, "total_loss": 0.8078021011315286}
{"data_time": 0.01542332605458796, "eta_seconds": 227856.94663668517, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.33830867295434225, "fast_rcnn/fg_cls_accuracy": 0.627117673992674, "iteration": 41219, "loss_box_reg": 0.23352372832596302, "loss_cls": 0.2045768853276968, "loss_mask": 0.24829469993710518, "loss_rpn_cls": 0.04025740921497345, "loss_rpn_loc": 0.0708910464309156, "lr": 0.0001, "mask_rcnn/accuracy": 0.887804605327482, "mask_rcnn/false_negative": 0.09751441206578224, "mask_rcnn/false_positive": 0.10609241966074398, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0051959631964564, "total_loss": 0.7928931886563078}
{"data_time": 0.01882412121631205, "eta_seconds": 227877.28689346462, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.4102908217358045, "fast_rcnn/fg_cls_accuracy": 0.5655992913988164, "iteration": 41239, "loss_box_reg": 0.23269341886043549, "loss_cls": 0.1976237902417779, "loss_mask": 0.25781955011188984, "loss_rpn_cls": 0.04358772863633931, "loss_rpn_loc": 0.08039776212535799, "lr": 0.0001, "mask_rcnn/accuracy": 0.881083014122577, "mask_rcnn/false_negative": 0.10663812544749401, "mask_rcnn/false_positive": 0.1180957119521862, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0123054010327905, "total_loss": 0.8050269689410925}
{"data_time": 0.022705645998939872, "eta_seconds": 227929.67436460778, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.30631792947063885, "fast_rcnn/fg_cls_accuracy": 0.6342884895580378, "iteration": 41259, "loss_box_reg": 0.23674200382083654, "loss_cls": 0.19401679001748562, "loss_mask": 0.26020063273608685, "loss_rpn_cls": 0.038281351793557405, "loss_rpn_loc": 0.07955831941217184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903272644035685, "mask_rcnn/false_negative": 0.11205977147483928, "mask_rcnn/false_positive": 0.11669829100714604, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.029579012421891, "total_loss": 0.7975863581523299}
{"data_time": 0.015890594106167555, "eta_seconds": 227909.7452158481, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3122278857385579, "fast_rcnn/fg_cls_accuracy": 0.6643678160919539, "iteration": 41279, "loss_box_reg": 0.23529239185154438, "loss_cls": 0.19927256554365158, "loss_mask": 0.2522535715252161, "loss_rpn_cls": 0.039842082653194666, "loss_rpn_loc": 0.07690965410438366, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018231111807178, "mask_rcnn/false_negative": 0.08793169163796527, "mask_rcnn/false_positive": 0.11035941106378003, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.008445757208392, "total_loss": 0.8040206489386037}
{"data_time": 0.017702484969049692, "eta_seconds": 227989.1945616342, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3170038287902166, "fast_rcnn/fg_cls_accuracy": 0.6317616959064327, "iteration": 41299, "loss_box_reg": 0.22439122945070267, "loss_cls": 0.20307312160730362, "loss_mask": 0.2603040002286434, "loss_rpn_cls": 0.035790215129964054, "loss_rpn_loc": 0.07081379741430283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983268427156115, "mask_rcnn/false_negative": 0.08899364648654795, "mask_rcnn/false_positive": 0.11285287974863153, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9990383223630488, "total_loss": 0.8293767282739282}
{"data_time": 0.016754406271502376, "eta_seconds": 228051.53864889406, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.400250562761282, "fast_rcnn/fg_cls_accuracy": 0.5735573659198914, "iteration": 41319, "loss_box_reg": 0.23037394881248474, "loss_cls": 0.20559542905539274, "loss_mask": 0.2618906833231449, "loss_rpn_cls": 0.03854872426018119, "loss_rpn_loc": 0.07719004666432738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931822002056636, "mask_rcnn/false_negative": 0.09061938155418886, "mask_rcnn/false_positive": 0.11848913575883885, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0029509395826608, "total_loss": 0.8173076033126563}
{"data_time": 0.014112113509327173, "eta_seconds": 228137.11858430877, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3713574020066682, "fast_rcnn/fg_cls_accuracy": 0.5956477732793521, "iteration": 41339, "loss_box_reg": 0.23426051251590252, "loss_cls": 0.1902261460199952, "loss_mask": 0.2529753465205431, "loss_rpn_cls": 0.04110464523546398, "loss_rpn_loc": 0.08176556555554271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901600756312573, "mask_rcnn/false_negative": 0.10353500070494429, "mask_rcnn/false_positive": 0.12047321267553474, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9902575283776969, "total_loss": 0.8028605512809008}
{"data_time": 0.01747684390284121, "eta_seconds": 228106.3954790309, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3127188940092166, "fast_rcnn/fg_cls_accuracy": 0.6553542413930531, "iteration": 41359, "loss_box_reg": 0.23131568357348442, "loss_cls": 0.19181464798748493, "loss_mask": 0.24540886282920837, "loss_rpn_cls": 0.03551927208900452, "loss_rpn_loc": 0.0662260998506099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887538655249427, "mask_rcnn/false_negative": 0.087737991864213, "mask_rcnn/false_positive": 0.11335215532977191, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9953720499761403, "total_loss": 0.7695755448658019}
{"data_time": 0.018770185532048345, "eta_seconds": 228140.3532910999, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3149796961949165, "fast_rcnn/fg_cls_accuracy": 0.6630621146036999, "iteration": 41379, "loss_box_reg": 0.22937510814517736, "loss_cls": 0.18862438015639782, "loss_mask": 0.25017249584198, "loss_rpn_cls": 0.03748000878840685, "loss_rpn_loc": 0.0808014371432364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957608238590196, "mask_rcnn/false_negative": 0.09075343002393513, "mask_rcnn/false_positive": 0.12648782430259553, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9908718711230904, "total_loss": 0.787189704598859}
{"data_time": 0.015299235936254263, "eta_seconds": 228050.0906621106, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27486772486772487, "fast_rcnn/fg_cls_accuracy": 0.627941658472632, "iteration": 41399, "loss_box_reg": 0.24295156076550484, "loss_cls": 0.2055978663265705, "loss_mask": 0.24886210076510906, "loss_rpn_cls": 0.04152747773332521, "loss_rpn_loc": 0.08564889058470726, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033659978625849, "mask_rcnn/false_negative": 0.08684406426503513, "mask_rcnn/false_positive": 0.1113523542662442, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9941065313760191, "total_loss": 0.8140108825173229}
{"data_time": 0.020166691159829497, "eta_seconds": 228046.5355082089, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3355172413793104, "fast_rcnn/fg_cls_accuracy": 0.6299809484460359, "iteration": 41419, "loss_box_reg": 0.24058458022773266, "loss_cls": 0.20590111799538136, "loss_mask": 0.24493148736655712, "loss_rpn_cls": 0.04590507782995701, "loss_rpn_loc": 0.08185938582755625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965367651125491, "mask_rcnn/false_negative": 0.09215191019992941, "mask_rcnn/false_positive": 0.11325805851419873, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9936520059127361, "total_loss": 0.8254403877072036}
{"data_time": 0.018535111797973514, "eta_seconds": 227983.29168630764, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36003861003861004, "fast_rcnn/fg_cls_accuracy": 0.594028024911032, "iteration": 41439, "loss_box_reg": 0.2208336815237999, "loss_cls": 0.20326108299195766, "loss_mask": 0.25571196153759956, "loss_rpn_cls": 0.040747149963863194, "loss_rpn_loc": 0.08128503197804093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974149835958314, "mask_rcnn/false_negative": 0.09079459922985712, "mask_rcnn/false_positive": 0.11906976933934973, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9616023171693087, "total_loss": 0.814451020094566}
{"data_time": 0.015271901385858655, "eta_seconds": 227605.47467926517, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.28687207337009224, "fast_rcnn/fg_cls_accuracy": 0.6790970933828078, "iteration": 41459, "loss_box_reg": 0.2314922120422125, "loss_cls": 0.17968422546982765, "loss_mask": 0.25792722776532173, "loss_rpn_cls": 0.04411637084558606, "loss_rpn_loc": 0.07899293256923556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876515997390944, "mask_rcnn/false_negative": 0.08781579051534838, "mask_rcnn/false_positive": 0.1386618646267056, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.970786317018792, "total_loss": 0.8221141023095697}
{"data_time": 0.016092625679448247, "eta_seconds": 227572.6805516798, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3400364349775785, "fast_rcnn/fg_cls_accuracy": 0.5980661015741862, "iteration": 41479, "loss_box_reg": 0.23372149839997292, "loss_cls": 0.19410085305571556, "loss_mask": 0.2572367675602436, "loss_rpn_cls": 0.03933579637669027, "loss_rpn_loc": 0.07940971525385976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931847091697714, "mask_rcnn/false_negative": 0.09556520649925729, "mask_rcnn/false_positive": 0.11263585863786393, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.999430586816743, "total_loss": 0.7913594825658947}
{"data_time": 0.01624756189994514, "eta_seconds": 227427.97209019773, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4266955266955267, "fast_rcnn/fg_cls_accuracy": 0.5425575657894737, "iteration": 41499, "loss_box_reg": 0.2365722805261612, "loss_cls": 0.20571135729551315, "loss_mask": 0.26155053079128265, "loss_rpn_cls": 0.04198282596189529, "loss_rpn_loc": 0.07866672682575881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779915807468821, "mask_rcnn/false_negative": 0.09974309536166259, "mask_rcnn/false_positive": 0.1459075044243196, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9900525719858706, "total_loss": 0.8492397366790101}
{"data_time": 0.017059874953702092, "eta_seconds": 227388.88574436307, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31960743658856866, "fast_rcnn/fg_cls_accuracy": 0.6332455336692624, "iteration": 41519, "loss_box_reg": 0.23017284274101257, "loss_cls": 0.191828696988523, "loss_mask": 0.2582725565880537, "loss_rpn_cls": 0.04064231622032821, "loss_rpn_loc": 0.08528049546293914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837425145725174, "mask_rcnn/false_negative": 0.09528075773125227, "mask_rcnn/false_positive": 0.12680790829379296, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9807966619264334, "total_loss": 0.8305452668573707}
{"data_time": 0.01502083009108901, "eta_seconds": 227356.32521938533, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3253446877534469, "fast_rcnn/fg_cls_accuracy": 0.6599668236088762, "iteration": 41539, "loss_box_reg": 0.22782036010175943, "loss_cls": 0.1828793240711093, "loss_mask": 0.25819921493530273, "loss_rpn_cls": 0.04672929411754012, "loss_rpn_loc": 0.08282328140921891, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908557449994735, "mask_rcnn/false_negative": 0.0979529688589565, "mask_rcnn/false_positive": 0.1172042914077979, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9941390212625265, "total_loss": 0.8437345820711926}
{"data_time": 0.014751957962289453, "eta_seconds": 227295.65751327202, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.35236809919446666, "fast_rcnn/fg_cls_accuracy": 0.6249502699630577, "iteration": 41559, "loss_box_reg": 0.2230276893824339, "loss_cls": 0.1955735282972455, "loss_mask": 0.26407364569604397, "loss_rpn_cls": 0.036483312491327524, "loss_rpn_loc": 0.07110759569332004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862742439851143, "mask_rcnn/false_negative": 0.09891375282570998, "mask_rcnn/false_positive": 0.13242924955524116, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.0309827046003193, "total_loss": 0.7996516583953053}
{"data_time": 0.013372342567890882, "eta_seconds": 226866.5674112644, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.35452632271217654, "fast_rcnn/fg_cls_accuracy": 0.6018388655134799, "iteration": 41579, "loss_box_reg": 0.24890829529613256, "loss_cls": 0.1977805132046342, "loss_mask": 0.25225566141307354, "loss_rpn_cls": 0.04377909027971327, "loss_rpn_loc": 0.07867923518642783, "lr": 0.0001, "mask_rcnn/accuracy": 0.882032120339425, "mask_rcnn/false_negative": 0.10024467408726617, "mask_rcnn/false_positive": 0.12004921362142162, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9699001864064485, "total_loss": 0.852043452381622}
{"data_time": 0.01451359805651009, "eta_seconds": 226892.1129363589, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3022724204652837, "fast_rcnn/fg_cls_accuracy": 0.6580882352941176, "iteration": 41599, "loss_box_reg": 0.22227424010634422, "loss_cls": 0.18681586533784866, "loss_mask": 0.235019164159894, "loss_rpn_cls": 0.038744156481698155, "loss_rpn_loc": 0.080772137735039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907680655557522, "mask_rcnn/false_negative": 0.09889890425229697, "mask_rcnn/false_positive": 0.12923039889704777, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9764327073935419, "total_loss": 0.7598009479697794}
{"data_time": 0.014926043106243014, "eta_seconds": 226872.24497550633, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3369976943346509, "fast_rcnn/fg_cls_accuracy": 0.6337435233160622, "iteration": 41619, "loss_box_reg": 0.22755479533225298, "loss_cls": 0.18932990729808807, "loss_mask": 0.2580933477729559, "loss_rpn_cls": 0.049959383206442, "loss_rpn_loc": 0.09913300513289869, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889277873482938, "mask_rcnn/false_negative": 0.09573400450063665, "mask_rcnn/false_positive": 0.1218316151366059, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0021581561304629, "total_loss": 0.8189389344770461}
{"data_time": 0.020983802853152156, "eta_seconds": 226774.82191214338, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.35342882923528085, "fast_rcnn/fg_cls_accuracy": 0.5983667017913593, "iteration": 41639, "loss_box_reg": 0.22421358153223991, "loss_cls": 0.1802239241078496, "loss_mask": 0.2506968528032303, "loss_rpn_cls": 0.032687170431017876, "loss_rpn_loc": 0.08584144292399287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916694533102014, "mask_rcnn/false_negative": 0.09381842492668728, "mask_rcnn/false_positive": 0.1292342518942704, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9606527530122548, "total_loss": 0.7923023009789176}
{"data_time": 0.01387755828909576, "eta_seconds": 226776.68617084157, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4019316132892407, "fast_rcnn/fg_cls_accuracy": 0.5612759822179503, "iteration": 41659, "loss_box_reg": 0.271647110581398, "loss_cls": 0.23472140543162823, "loss_mask": 0.26654817163944244, "loss_rpn_cls": 0.040047273272648454, "loss_rpn_loc": 0.08809735742397606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780219195086755, "mask_rcnn/false_negative": 0.09172133164418586, "mask_rcnn/false_positive": 0.14427323539128828, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0262280753813684, "total_loss": 0.9036000878550112}
{"data_time": 0.01852858578786254, "eta_seconds": 226735.09957514703, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.34409668030539503, "fast_rcnn/fg_cls_accuracy": 0.614792415822164, "iteration": 41679, "loss_box_reg": 0.2254830114543438, "loss_cls": 0.19296698737889528, "loss_mask": 0.2541549727320671, "loss_rpn_cls": 0.0372500047669746, "loss_rpn_loc": 0.07495094323530793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770038720623468, "mask_rcnn/false_negative": 0.10481725047546042, "mask_rcnn/false_positive": 0.13399329789894826, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.011774870334193, "total_loss": 0.7855386762530543}
{"data_time": 0.014543764060363173, "eta_seconds": 226736.9600280421, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.35305059523809523, "fast_rcnn/fg_cls_accuracy": 0.6105616605616606, "iteration": 41699, "loss_box_reg": 0.22135536931455135, "loss_cls": 0.19561721198260784, "loss_mask": 0.24904564209282398, "loss_rpn_cls": 0.0344968403223902, "loss_rpn_loc": 0.06386491865850985, "lr": 0.0001, "mask_rcnn/accuracy": 0.883738080543158, "mask_rcnn/false_negative": 0.0907844907599179, "mask_rcnn/false_positive": 0.14161723749367655, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0252636505756527, "total_loss": 0.7862251806072891}
{"data_time": 0.015962501289322972, "eta_seconds": 226717.09695664234, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3682847833675963, "fast_rcnn/fg_cls_accuracy": 0.5958884877657441, "iteration": 41719, "loss_box_reg": 0.2377339992672205, "loss_cls": 0.206700986251235, "loss_mask": 0.26768588088452816, "loss_rpn_cls": 0.04318809718824923, "loss_rpn_loc": 0.07814552076160908, "lr": 0.0001, "mask_rcnn/accuracy": 0.8689861442695213, "mask_rcnn/false_negative": 0.11462779600636641, "mask_rcnn/false_positive": 0.152828824391463, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9954589987173676, "total_loss": 0.8408459821948782}
{"data_time": 0.01595337106846273, "eta_seconds": 226684.23412681557, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3738472379668495, "fast_rcnn/fg_cls_accuracy": 0.5970882545931758, "iteration": 41739, "loss_box_reg": 0.24469644203782082, "loss_cls": 0.21294359862804413, "loss_mask": 0.27144499495625496, "loss_rpn_cls": 0.04147357540205121, "loss_rpn_loc": 0.08441738039255142, "lr": 0.0001, "mask_rcnn/accuracy": 0.8733091634235811, "mask_rcnn/false_negative": 0.09253717346548562, "mask_rcnn/false_positive": 0.1458343891015091, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9752788806799799, "total_loss": 0.8517048156354576}
{"data_time": 0.021012461045756936, "eta_seconds": 226681.26776916906, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3816891891891892, "fast_rcnn/fg_cls_accuracy": 0.6004936305732484, "iteration": 41759, "loss_box_reg": 0.24781101942062378, "loss_cls": 0.2188434898853302, "loss_mask": 0.27070458605885506, "loss_rpn_cls": 0.04619034077040851, "loss_rpn_loc": 0.08060535532422364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781140993395795, "mask_rcnn/false_negative": 0.10324115372759204, "mask_rcnn/false_positive": 0.1357145460165492, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0200310605578125, "total_loss": 0.8772411895915866}
{"data_time": 0.02003629505634308, "eta_seconds": 226667.92756588198, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.33630603267700043, "fast_rcnn/fg_cls_accuracy": 0.5799567269866247, "iteration": 41779, "loss_box_reg": 0.2570273783057928, "loss_cls": 0.22620860487222672, "loss_mask": 0.2619179170578718, "loss_rpn_cls": 0.040853799902834, "loss_rpn_loc": 0.07995868660509586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992842740600459, "mask_rcnn/false_negative": 0.09436513313171054, "mask_rcnn/false_positive": 0.11391013740072622, "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": 1.0228213067166507, "total_loss": 0.885099729988724}
{"data_time": 0.017670537577942014, "eta_seconds": 226648.06358134374, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3277927523210542, "fast_rcnn/fg_cls_accuracy": 0.6522724411431449, "iteration": 41799, "loss_box_reg": 0.22908556647598743, "loss_cls": 0.2000072207301855, "loss_mask": 0.2505465839058161, "loss_rpn_cls": 0.04650498926639557, "loss_rpn_loc": 0.07903350214473903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941959370872403, "mask_rcnn/false_negative": 0.09351043365935321, "mask_rcnn/false_positive": 0.11603058641269723, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9896443833131343, "total_loss": 0.7980168112553656}
{"data_time": 0.013743229443207383, "eta_seconds": 226608.71372646187, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3492063492063492, "fast_rcnn/fg_cls_accuracy": 0.5937371951954364, "iteration": 41819, "loss_box_reg": 0.22691328078508377, "loss_cls": 0.2000825945287943, "loss_mask": 0.25399721041321754, "loss_rpn_cls": 0.044579591834917665, "loss_rpn_loc": 0.08337460341863334, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932651244410625, "mask_rcnn/false_negative": 0.07790687143543362, "mask_rcnn/false_positive": 0.11969842972842176, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9839621388819069, "total_loss": 0.8245759273413569}
{"data_time": 0.01825884566642344, "eta_seconds": 226594.28977385163, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3348062725656087, "fast_rcnn/fg_cls_accuracy": 0.6265129428394735, "iteration": 41839, "loss_box_reg": 0.2266152035444975, "loss_cls": 0.196410043630749, "loss_mask": 0.2691115830093622, "loss_rpn_cls": 0.04099383461289108, "loss_rpn_loc": 0.07423510449007154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903412689398069, "mask_rcnn/false_negative": 0.09093980517880769, "mask_rcnn/false_positive": 0.13849893950086362, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.99144252599217, "total_loss": 0.7956118045258336}
{"data_time": 0.012534316629171371, "eta_seconds": 226578.05545684416, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35378957358823127, "fast_rcnn/fg_cls_accuracy": 0.6270700775734332, "iteration": 41859, "loss_box_reg": 0.22658963780850172, "loss_cls": 0.19910104386508465, "loss_mask": 0.27403247728943825, "loss_rpn_cls": 0.04097825614735484, "loss_rpn_loc": 0.0963615751825273, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879047634678872, "mask_rcnn/false_negative": 0.09964292964215943, "mask_rcnn/false_positive": 0.12825042050029262, "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": 0.9969336939975619, "total_loss": 0.8454006109386683}
{"data_time": 0.016502283047884703, "eta_seconds": 226666.28905230202, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3729581229581229, "fast_rcnn/fg_cls_accuracy": 0.6055464805464805, "iteration": 41879, "loss_box_reg": 0.24993069004267454, "loss_cls": 0.2230223175138235, "loss_mask": 0.27070851251482964, "loss_rpn_cls": 0.03856766747776419, "loss_rpn_loc": 0.07525930600240827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884143160840909, "mask_rcnn/false_negative": 0.0934351803892028, "mask_rcnn/false_positive": 0.12682133453315492, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0199858190026134, "total_loss": 0.855654964921996}
{"data_time": 0.014706775546073914, "eta_seconds": 226542.22387901973, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3110052426172677, "fast_rcnn/fg_cls_accuracy": 0.6392083368827555, "iteration": 41899, "loss_box_reg": 0.22717323154211044, "loss_cls": 0.1946417624130845, "loss_mask": 0.25910582207143307, "loss_rpn_cls": 0.036146181635558605, "loss_rpn_loc": 0.08936019940301776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961229559598911, "mask_rcnn/false_negative": 0.08150977149925698, "mask_rcnn/false_positive": 0.1162574823373912, "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": 0.9596387883648276, "total_loss": 0.8308809713926166}
{"data_time": 0.018337326124310493, "eta_seconds": 226574.22556271777, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3895659659296847, "fast_rcnn/fg_cls_accuracy": 0.5790747258697713, "iteration": 41919, "loss_box_reg": 0.24587593413889408, "loss_cls": 0.20459645055234432, "loss_mask": 0.27087810449302197, "loss_rpn_cls": 0.04243234312161803, "loss_rpn_loc": 0.07773356582038105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893120420211096, "mask_rcnn/false_negative": 0.08864979474358578, "mask_rcnn/false_positive": 0.1275447625108077, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0150488035287708, "total_loss": 0.8496713638305664}
{"data_time": 0.015610991045832634, "eta_seconds": 226738.286498487, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3454979817118379, "fast_rcnn/fg_cls_accuracy": 0.6204987451214523, "iteration": 41939, "loss_box_reg": 0.2528815511614084, "loss_cls": 0.21126190572977066, "loss_mask": 0.24747313745319843, "loss_rpn_cls": 0.049917050171643496, "loss_rpn_loc": 0.10627316235331818, "lr": 0.0001, "mask_rcnn/accuracy": 0.886897425186201, "mask_rcnn/false_negative": 0.09937127872361377, "mask_rcnn/false_positive": 0.13748614628827197, "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": 1.0043419455178082, "total_loss": 0.9080207766965032}
{"data_time": 0.013625127961859107, "eta_seconds": 226676.85288482346, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.33761987794245857, "fast_rcnn/fg_cls_accuracy": 0.6363235765409678, "iteration": 41959, "loss_box_reg": 0.20915664825588465, "loss_cls": 0.18299043364822865, "loss_mask": 0.25303407944738865, "loss_rpn_cls": 0.04988828953355551, "loss_rpn_loc": 0.08053028071299195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833881143447284, "mask_rcnn/false_negative": 0.09203582827632623, "mask_rcnn/false_positive": 0.11587806536218626, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9885149935726076, "total_loss": 0.7794486382044852}
{"data_time": 0.0198825818952173, "eta_seconds": 226673.50791615434, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.35508412962193603, "fast_rcnn/fg_cls_accuracy": 0.6272635330379503, "iteration": 41979, "loss_box_reg": 0.24080557003617287, "loss_cls": 0.21182499546557665, "loss_mask": 0.26287846080958843, "loss_rpn_cls": 0.039203912019729614, "loss_rpn_loc": 0.07365647912956774, "lr": 0.0001, "mask_rcnn/accuracy": 0.881214401969579, "mask_rcnn/false_negative": 0.08781287943068866, "mask_rcnn/false_positive": 0.15081465729522725, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.000124087324366, "total_loss": 0.8133267692755908}
{"data_time": 0.017720983596518636, "eta_seconds": 226569.6086268872, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.37733004385964913, "fast_rcnn/fg_cls_accuracy": 0.5942398119122256, "iteration": 41999, "loss_box_reg": 0.2385436836630106, "loss_cls": 0.21158471517264843, "loss_mask": 0.26744602620601654, "loss_rpn_cls": 0.04620478441938758, "loss_rpn_loc": 0.09059959789738059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870824463961464, "mask_rcnn/false_negative": 0.1011755058874777, "mask_rcnn/false_positive": 0.1336430470533819, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9719766341149807, "total_loss": 0.8829953445820138}
{"data_time": 0.021587699884548783, "eta_seconds": 226549.73409981467, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.29486607142857146, "fast_rcnn/fg_cls_accuracy": 0.6272681451612903, "iteration": 42019, "loss_box_reg": 0.22645346820354462, "loss_cls": 0.1848360076546669, "loss_mask": 0.24207982048392296, "loss_rpn_cls": 0.04291185340844095, "loss_rpn_loc": 0.0872339082416147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950865819839346, "mask_rcnn/false_negative": 0.09009579324275091, "mask_rcnn/false_positive": 0.1407384304738162, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.980777399847284, "total_loss": 0.8089282908476889}
{"data_time": 0.021527684526517987, "eta_seconds": 226597.33109815978, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.32146635565242887, "fast_rcnn/fg_cls_accuracy": 0.6275551429504702, "iteration": 42039, "loss_box_reg": 0.24149706261232495, "loss_cls": 0.2108946405351162, "loss_mask": 0.26776402816176414, "loss_rpn_cls": 0.039296305971220136, "loss_rpn_loc": 0.08916429220698774, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948872172834477, "mask_rcnn/false_negative": 0.09063698724740557, "mask_rcnn/false_positive": 0.11945646166391027, "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": 0.9936410936061293, "total_loss": 0.8486481625586748}
{"data_time": 0.02135272743180394, "eta_seconds": 226577.45065149385, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36062760669159855, "fast_rcnn/fg_cls_accuracy": 0.6050819672131147, "iteration": 42059, "loss_box_reg": 0.24820132181048393, "loss_cls": 0.20169710693880916, "loss_mask": 0.2679987084120512, "loss_rpn_cls": 0.04625833686441183, "loss_rpn_loc": 0.0806082480121404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903721351598772, "mask_rcnn/false_negative": 0.10145105159209229, "mask_rcnn/false_positive": 0.1214466535360303, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0116829120088369, "total_loss": 0.8429472749121487}
{"data_time": 0.0145612726919353, "eta_seconds": 226599.09786343575, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35335965128711244, "fast_rcnn/fg_cls_accuracy": 0.5968380905511811, "iteration": 42079, "loss_box_reg": 0.2379343006759882, "loss_cls": 0.19449961744248867, "loss_mask": 0.24994856119155884, "loss_rpn_cls": 0.04264351452002302, "loss_rpn_loc": 0.07385251484811306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921885609234277, "mask_rcnn/false_negative": 0.08902556446161186, "mask_rcnn/false_positive": 0.13423137578976624, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9811799053568393, "total_loss": 0.7982345003401861}
{"data_time": 0.017982203047722578, "eta_seconds": 226730.98168331198, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2834354864057834, "fast_rcnn/fg_cls_accuracy": 0.7063230132537063, "iteration": 42099, "loss_box_reg": 0.2276040781289339, "loss_cls": 0.19272721372544765, "loss_mask": 0.2630659081041813, "loss_rpn_cls": 0.041207612957805395, "loss_rpn_loc": 0.07399644260294735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994893099105329, "mask_rcnn/false_negative": 0.09345862860755647, "mask_rcnn/false_positive": 0.12146734806222984, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0041016491595656, "total_loss": 0.8447338126134127}
{"data_time": 0.012176726013422012, "eta_seconds": 226781.79674553685, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.33696551724137935, "fast_rcnn/fg_cls_accuracy": 0.6264938449096954, "iteration": 42119, "loss_box_reg": 0.2304363138973713, "loss_cls": 0.18667941447347403, "loss_mask": 0.2621094435453415, "loss_rpn_cls": 0.04048810061067343, "loss_rpn_loc": 0.08132898632902652, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862564130212708, "mask_rcnn/false_negative": 0.09282595871420657, "mask_rcnn/false_positive": 0.11307688493227457, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9891312813851982, "total_loss": 0.8045503908069804}
{"data_time": 0.015342063503339887, "eta_seconds": 226539.44559127092, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3226586345381526, "fast_rcnn/fg_cls_accuracy": 0.6332105280626639, "iteration": 42139, "loss_box_reg": 0.21324431337416172, "loss_cls": 0.1895530130714178, "loss_mask": 0.24112636409699917, "loss_rpn_cls": 0.03468350996263325, "loss_rpn_loc": 0.06657656328752637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877391693397508, "mask_rcnn/false_negative": 0.08892127422257438, "mask_rcnn/false_positive": 0.11994928055044103, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9700678270310163, "total_loss": 0.7516322336159647}
{"data_time": 0.014572503976523876, "eta_seconds": 226494.57084298134, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3317829457364341, "fast_rcnn/fg_cls_accuracy": 0.6512711864406779, "iteration": 42159, "loss_box_reg": 0.20842274092137814, "loss_cls": 0.17984635196626186, "loss_mask": 0.24159257113933563, "loss_rpn_cls": 0.04130456130951643, "loss_rpn_loc": 0.07292467029765248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965428999542047, "mask_rcnn/false_negative": 0.0881692322198187, "mask_rcnn/false_positive": 0.10811964161621548, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.0201920389663428, "total_loss": 0.757253066636622}
{"data_time": 0.017690963577479124, "eta_seconds": 226651.39204516076, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3015677491601344, "fast_rcnn/fg_cls_accuracy": 0.6511202705559078, "iteration": 42179, "loss_box_reg": 0.21323243342339993, "loss_cls": 0.1868070363998413, "loss_mask": 0.24709446355700493, "loss_rpn_cls": 0.03634519618935883, "loss_rpn_loc": 0.07353317469824106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986350410441662, "mask_rcnn/false_negative": 0.08641277968993509, "mask_rcnn/false_positive": 0.10898570213902609, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9962956923991442, "total_loss": 0.7739938726881519}
{"data_time": 0.01597470953129232, "eta_seconds": 226631.49463562295, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.34021372328458943, "fast_rcnn/fg_cls_accuracy": 0.642132385890788, "iteration": 42199, "loss_box_reg": 0.2353053828701377, "loss_cls": 0.19971778709441423, "loss_mask": 0.25290460512042046, "loss_rpn_cls": 0.04059638356557116, "loss_rpn_loc": 0.07186251087114215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927043741198794, "mask_rcnn/false_negative": 0.09867916400194694, "mask_rcnn/false_positive": 0.1309722832289775, "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": 0.9883653169963509, "total_loss": 0.7961477740900591}
{"data_time": 0.015267350943759084, "eta_seconds": 226555.49763435964, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32089965397923875, "fast_rcnn/fg_cls_accuracy": 0.6523308342945021, "iteration": 42219, "loss_box_reg": 0.23631738871335983, "loss_cls": 0.21123898401856422, "loss_mask": 0.26341654174029827, "loss_rpn_cls": 0.03955777920782566, "loss_rpn_loc": 0.08179645542986691, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774616026768313, "mask_rcnn/false_negative": 0.10359312822177678, "mask_rcnn/false_positive": 0.1305461906491035, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9981281799264252, "total_loss": 0.8414770704694092}
{"data_time": 0.018816747702658176, "eta_seconds": 226535.60515059158, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.38178269355888095, "fast_rcnn/fg_cls_accuracy": 0.6053350683148991, "iteration": 42239, "loss_box_reg": 0.2366369105875492, "loss_cls": 0.19190420676022768, "loss_mask": 0.258923077955842, "loss_rpn_cls": 0.03708006505621597, "loss_rpn_loc": 0.07288066286128014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854594313453537, "mask_rcnn/false_negative": 0.0965438476109846, "mask_rcnn/false_positive": 0.1413573223207989, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0023448984138668, "total_loss": 0.815648639225401}
{"data_time": 0.015051834052428603, "eta_seconds": 226515.71266682353, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3350473907833097, "fast_rcnn/fg_cls_accuracy": 0.6105203150912106, "iteration": 42259, "loss_box_reg": 0.2603621641173959, "loss_cls": 0.19594524055719376, "loss_mask": 0.25838277116417885, "loss_rpn_cls": 0.038871737429872155, "loss_rpn_loc": 0.09386180387809873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942804134640869, "mask_rcnn/false_negative": 0.08837432254027922, "mask_rcnn/false_positive": 0.12500814181421335, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0252070014830679, "total_loss": 0.8516314796870574}
{"data_time": 0.019475300097838044, "eta_seconds": 226408.10702012852, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3504641004641005, "fast_rcnn/fg_cls_accuracy": 0.6314119455423803, "iteration": 42279, "loss_box_reg": 0.2491422276943922, "loss_cls": 0.21127165481448174, "loss_mask": 0.2619589436799288, "loss_rpn_cls": 0.044055146630853415, "loss_rpn_loc": 0.08619359286967665, "lr": 0.0001, "mask_rcnn/accuracy": 0.883781552460897, "mask_rcnn/false_negative": 0.10570689650186851, "mask_rcnn/false_positive": 0.11105189941466598, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0003409201744944, "total_loss": 0.8686879118904471}
{"data_time": 0.01492076413705945, "eta_seconds": 226412.8219265258, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3836119554204661, "fast_rcnn/fg_cls_accuracy": 0.5980833333333333, "iteration": 42299, "loss_box_reg": 0.22498718090355396, "loss_cls": 0.19691812060773373, "loss_mask": 0.24255026876926422, "loss_rpn_cls": 0.04782630210684147, "loss_rpn_loc": 0.07251018704846501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880647076561428, "mask_rcnn/false_negative": 0.09368781285916, "mask_rcnn/false_positive": 0.11985097262935782, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.038544149370864, "total_loss": 0.7860786586534232}
{"data_time": 0.014931457117199898, "eta_seconds": 226456.03521551937, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.32148692810457513, "fast_rcnn/fg_cls_accuracy": 0.6444787096961011, "iteration": 42319, "loss_box_reg": 0.22994925640523434, "loss_cls": 0.2059282325208187, "loss_mask": 0.24888323061168194, "loss_rpn_cls": 0.04214852233417332, "loss_rpn_loc": 0.08836055535357445, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890126903930536, "mask_rcnn/false_negative": 0.09004519746865253, "mask_rcnn/false_positive": 0.11906386392938784, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9999090966302902, "total_loss": 0.8204934925306588}
{"data_time": 0.01644375314936042, "eta_seconds": 226404.4140009582, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3589700744341486, "fast_rcnn/fg_cls_accuracy": 0.6301500575133325, "iteration": 42339, "loss_box_reg": 0.25065422244369984, "loss_cls": 0.20846069417893887, "loss_mask": 0.262158777564764, "loss_rpn_cls": 0.044716147938743234, "loss_rpn_loc": 0.07359873244422488, "lr": 0.0001, "mask_rcnn/accuracy": 0.892288731314785, "mask_rcnn/false_negative": 0.08916642282231826, "mask_rcnn/false_positive": 0.11511133131018136, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9903103346005082, "total_loss": 0.8413759851828218}
{"data_time": 0.014982434222474694, "eta_seconds": 226337.24960924126, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.37088131429448795, "fast_rcnn/fg_cls_accuracy": 0.5661138502913492, "iteration": 42359, "loss_box_reg": 0.25915389135479927, "loss_cls": 0.21721353754401207, "loss_mask": 0.2578766830265522, "loss_rpn_cls": 0.04692036658525467, "loss_rpn_loc": 0.09824335505254567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985277151618447, "mask_rcnn/false_negative": 0.08138443348378463, "mask_rcnn/false_positive": 0.1171007898055939, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9877121311146766, "total_loss": 0.8760723962914199}
{"data_time": 0.02067485824227333, "eta_seconds": 226419.03726235498, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3120689655172414, "fast_rcnn/fg_cls_accuracy": 0.6776683087027915, "iteration": 42379, "loss_box_reg": 0.23774169571697712, "loss_cls": 0.18541551940143108, "loss_mask": 0.2568467613309622, "loss_rpn_cls": 0.040315150981768966, "loss_rpn_loc": 0.0908751324750483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967719502040663, "mask_rcnn/false_negative": 0.09011387265939738, "mask_rcnn/false_positive": 0.12644988735791868, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0080381853040308, "total_loss": 0.7891590226208791}
{"data_time": 0.017887459136545658, "eta_seconds": 226344.7449117899, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.33165791068902806, "fast_rcnn/fg_cls_accuracy": 0.6574206980842476, "iteration": 42399, "loss_box_reg": 0.21865435037761927, "loss_cls": 0.18405313231050968, "loss_mask": 0.24740471877157688, "loss_rpn_cls": 0.037304569326806813, "loss_rpn_loc": 0.08470201771706343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951025595372164, "mask_rcnn/false_negative": 0.09066829212220949, "mask_rcnn/false_positive": 0.12094685992142037, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 234.375, "rpn/num_pos_anchors": 21.625, "time": 0.988750509917736, "total_loss": 0.7564387515885755}
{"data_time": 0.016353252343833447, "eta_seconds": 226370.67968486343, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3399122807017544, "fast_rcnn/fg_cls_accuracy": 0.6219059405940595, "iteration": 42419, "loss_box_reg": 0.2286736574023962, "loss_cls": 0.20519796758890152, "loss_mask": 0.2465197592973709, "loss_rpn_cls": 0.04069986497052014, "loss_rpn_loc": 0.0816230638884008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919745809385242, "mask_rcnn/false_negative": 0.09781617111449803, "mask_rcnn/false_positive": 0.11074561659205173, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9949906610418111, "total_loss": 0.8174482481554151}
{"data_time": 0.01575509994290769, "eta_seconds": 226382.50075526536, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.34058395872420266, "fast_rcnn/fg_cls_accuracy": 0.6270425744775456, "iteration": 42439, "loss_box_reg": 0.20814120583236217, "loss_cls": 0.19215960428118706, "loss_mask": 0.24496516957879066, "loss_rpn_cls": 0.035232532769441605, "loss_rpn_loc": 0.05481186043471098, "lr": 0.0001, "mask_rcnn/accuracy": 0.905032285964376, "mask_rcnn/false_negative": 0.08342532379275074, "mask_rcnn/false_positive": 0.09898847944927752, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.982462793122977, "total_loss": 0.7575842187507078}
{"data_time": 0.016840886790305376, "eta_seconds": 226394.80481665116, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3508116505675213, "fast_rcnn/fg_cls_accuracy": 0.6301818181818182, "iteration": 42459, "loss_box_reg": 0.243546137586236, "loss_cls": 0.20015486143529415, "loss_mask": 0.24176426604390144, "loss_rpn_cls": 0.04462719371076673, "loss_rpn_loc": 0.08101335866376758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983740837017138, "mask_rcnn/false_negative": 0.08054385213844195, "mask_rcnn/false_positive": 0.12437035471150608, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9721770158503205, "total_loss": 0.8219224953791127}
{"data_time": 0.01766238291747868, "eta_seconds": 226417.8336084634, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.3780074487895717, "fast_rcnn/fg_cls_accuracy": 0.5839500867433829, "iteration": 42479, "loss_box_reg": 0.24095106311142445, "loss_cls": 0.21254598908126354, "loss_mask": 0.2604944985359907, "loss_rpn_cls": 0.03640845837071538, "loss_rpn_loc": 0.09350753494072706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854122514273458, "mask_rcnn/false_negative": 0.09211114384414591, "mask_rcnn/false_positive": 0.128466477708854, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0186705270316452, "total_loss": 0.8841895894147456}
{"data_time": 0.021290843840688467, "eta_seconds": 226428.9412839571, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3474798387096774, "fast_rcnn/fg_cls_accuracy": 0.6084703947368422, "iteration": 42499, "loss_box_reg": 0.23936748504638672, "loss_cls": 0.19932322390377522, "loss_mask": 0.2536197416484356, "loss_rpn_cls": 0.03599118744023144, "loss_rpn_loc": 0.07208563620224595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959207796593815, "mask_rcnn/false_negative": 0.09325692470391397, "mask_rcnn/false_positive": 0.12216845388774578, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.993787992047146, "total_loss": 0.7952858951175585}
{"data_time": 0.019193802028894424, "eta_seconds": 226509.48480830528, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3657449040767386, "fast_rcnn/fg_cls_accuracy": 0.6011904761904762, "iteration": 42519, "loss_box_reg": 0.24855578131973743, "loss_cls": 0.2110819648951292, "loss_mask": 0.2539561912417412, "loss_rpn_cls": 0.04388801765162498, "loss_rpn_loc": 0.07477202598238364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873678288787106, "mask_rcnn/false_negative": 0.0938597383598754, "mask_rcnn/false_positive": 0.13307459337242944, "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": 1.0082051493227482, "total_loss": 0.810400917660445}
{"data_time": 0.016370290890336037, "eta_seconds": 226489.57013582345, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3043584697355158, "fast_rcnn/fg_cls_accuracy": 0.6488368591432658, "iteration": 42539, "loss_box_reg": 0.23570426739752293, "loss_cls": 0.1938031017780304, "loss_mask": 0.25216272845864296, "loss_rpn_cls": 0.0357411855366081, "loss_rpn_loc": 0.07168351067230105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906294329670896, "mask_rcnn/false_negative": 0.10226528805564201, "mask_rcnn/false_positive": 0.12179813488137817, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9850103096105158, "total_loss": 0.7630810778355226}
{"data_time": 0.0158263654448092, "eta_seconds": 226500.94540877268, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3292957861944581, "fast_rcnn/fg_cls_accuracy": 0.6122948459545062, "iteration": 42559, "loss_box_reg": 0.2250271961092949, "loss_cls": 0.1914366688579321, "loss_mask": 0.25533545948565006, "loss_rpn_cls": 0.034630317764822394, "loss_rpn_loc": 0.07044443464837968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934671435620165, "mask_rcnn/false_negative": 0.10096792421116227, "mask_rcnn/false_positive": 0.12502909940338108, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0459950841031969, "total_loss": 0.7867005034349859}
{"data_time": 0.020903250901028514, "eta_seconds": 226587.7325139474, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.35727546994662335, "fast_rcnn/fg_cls_accuracy": 0.5922297297297296, "iteration": 42579, "loss_box_reg": 0.20992576144635677, "loss_cls": 0.17916017025709152, "loss_mask": 0.247247613966465, "loss_rpn_cls": 0.038178673130460083, "loss_rpn_loc": 0.07348819985054433, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906428677482303, "mask_rcnn/false_negative": 0.10158909080611409, "mask_rcnn/false_positive": 0.1223749915211831, "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": 0.9848841815255582, "total_loss": 0.7485674913041294}
{"data_time": 0.018747555324807763, "eta_seconds": 226567.8057060577, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.38413384930571365, "fast_rcnn/fg_cls_accuracy": 0.5969566259285886, "iteration": 42599, "loss_box_reg": 0.23264140263199806, "loss_cls": 0.20594779681414366, "loss_mask": 0.26046445965766907, "loss_rpn_cls": 0.0448557639028877, "loss_rpn_loc": 0.0871405613142997, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905163083572346, "mask_rcnn/false_negative": 0.10132341985284558, "mask_rcnn/false_positive": 0.11968004522684532, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.97182616754435, "total_loss": 0.8386007728986442}
{"data_time": 0.017965676495805383, "eta_seconds": 226472.76399173308, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.33614969477129963, "fast_rcnn/fg_cls_accuracy": 0.6063775833650311, "iteration": 42619, "loss_box_reg": 0.244554216042161, "loss_cls": 0.2118616672232747, "loss_mask": 0.2674750629812479, "loss_rpn_cls": 0.04425825574435294, "loss_rpn_loc": 0.08451781794428825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898920608822551, "mask_rcnn/false_negative": 0.09799948739442939, "mask_rcnn/false_positive": 0.1216181961096044, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9785564991179854, "total_loss": 0.8358982356730849}
{"data_time": 0.019317741971462965, "eta_seconds": 226749.08003397286, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3610201854882706, "fast_rcnn/fg_cls_accuracy": 0.6135531135531136, "iteration": 42639, "loss_box_reg": 0.2347959140315652, "loss_cls": 0.19368297699838877, "loss_mask": 0.2530479524284601, "loss_rpn_cls": 0.04001435945974663, "loss_rpn_loc": 0.07374220690689981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846120306742944, "mask_rcnn/false_negative": 0.10265880527642185, "mask_rcnn/false_positive": 0.12616282976500737, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0045532304793596, "total_loss": 0.8050564046716318}
{"data_time": 0.021404979983344674, "eta_seconds": 226508.02528238855, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33646628600757045, "fast_rcnn/fg_cls_accuracy": 0.6201750227173957, "iteration": 42659, "loss_box_reg": 0.22260992787778378, "loss_cls": 0.18210251443088055, "loss_mask": 0.24358011037111282, "loss_rpn_cls": 0.03769231075420976, "loss_rpn_loc": 0.07374592812266201, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948202931740878, "mask_rcnn/false_negative": 0.09234719204584699, "mask_rcnn/false_positive": 0.12650629768182486, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9974381779320538, "total_loss": 0.7579575818963349}
{"data_time": 0.01647675014100969, "eta_seconds": 226539.3083178904, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.35995554144172753, "fast_rcnn/fg_cls_accuracy": 0.594949574951159, "iteration": 42679, "loss_box_reg": 0.25343732442706823, "loss_cls": 0.19798106886446476, "loss_mask": 0.2632757555693388, "loss_rpn_cls": 0.036879136925563216, "loss_rpn_loc": 0.07663388294167817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833063068948159, "mask_rcnn/false_negative": 0.09460055709679976, "mask_rcnn/false_positive": 0.13134907382795563, "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": 1.006375090451911, "total_loss": 0.8678431627340615}
{"data_time": 0.01368916337378323, "eta_seconds": 226393.08318814728, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4118260946798117, "fast_rcnn/fg_cls_accuracy": 0.5803817427385891, "iteration": 42699, "loss_box_reg": 0.252323130145669, "loss_cls": 0.22167272586375475, "loss_mask": 0.26357544399797916, "loss_rpn_cls": 0.05311689805239439, "loss_rpn_loc": 0.09364809491671622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729918818538827, "mask_rcnn/false_negative": 0.10053215712778649, "mask_rcnn/false_positive": 0.13914836227544763, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9894861404318362, "total_loss": 0.855463670566678}
{"data_time": 0.024075333960354328, "eta_seconds": 226448.2448587194, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3312368972746331, "fast_rcnn/fg_cls_accuracy": 0.5982947232947233, "iteration": 42719, "loss_box_reg": 0.21867229044437408, "loss_cls": 0.1861297208815813, "loss_mask": 0.25855012983083725, "loss_rpn_cls": 0.03682999813463539, "loss_rpn_loc": 0.0644280738197267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910277881416082, "mask_rcnn/false_negative": 0.07761881207293445, "mask_rcnn/false_positive": 0.12385012018489935, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0086338706314564, "total_loss": 0.7768036214401945}
{"data_time": 0.02028718078508973, "eta_seconds": 226544.23460290302, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3135425161242494, "fast_rcnn/fg_cls_accuracy": 0.660865514905149, "iteration": 42739, "loss_box_reg": 0.22431701980531216, "loss_cls": 0.2036692500114441, "loss_mask": 0.24973840732127428, "loss_rpn_cls": 0.03966020862571895, "loss_rpn_loc": 0.08275227481499314, "lr": 0.0001, "mask_rcnn/accuracy": 0.889506768477073, "mask_rcnn/false_negative": 0.09263919889106556, "mask_rcnn/false_positive": 0.12131734398003596, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9814193635247648, "total_loss": 0.7799972458742559}
{"data_time": 0.02004935103468597, "eta_seconds": 226408.39124293998, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2975383920505872, "fast_rcnn/fg_cls_accuracy": 0.6873815676141257, "iteration": 42759, "loss_box_reg": 0.23309153877198696, "loss_cls": 0.20370737090706825, "loss_mask": 0.2517907377332449, "loss_rpn_cls": 0.04232244985178113, "loss_rpn_loc": 0.07263243442866951, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011845259732392, "mask_rcnn/false_negative": 0.0953325632409891, "mask_rcnn/false_positive": 0.10140786903723917, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.0335106335114688, "total_loss": 0.8070309513132088}
{"data_time": 0.017151897307485342, "eta_seconds": 226269.19725664426, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.35273125574164366, "fast_rcnn/fg_cls_accuracy": 0.6217460119121996, "iteration": 42779, "loss_box_reg": 0.21623585559427738, "loss_cls": 0.1864773305132985, "loss_mask": 0.2464351113885641, "loss_rpn_cls": 0.03602276754099876, "loss_rpn_loc": 0.07648139528464526, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043288356551094, "mask_rcnn/false_negative": 0.08104524764761269, "mask_rcnn/false_positive": 0.11273624255312242, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9673227577004582, "total_loss": 0.795421872055158}
{"data_time": 0.016970085445791483, "eta_seconds": 226222.95754998922, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3420056022408964, "fast_rcnn/fg_cls_accuracy": 0.6185132957292506, "iteration": 42799, "loss_box_reg": 0.22233468107879162, "loss_cls": 0.18940208526328206, "loss_mask": 0.25711185298860073, "loss_rpn_cls": 0.04150641825981438, "loss_rpn_loc": 0.08299932174850255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784044834474112, "mask_rcnn/false_negative": 0.09798064255937847, "mask_rcnn/false_positive": 0.14325720298082206, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9883193704299629, "total_loss": 0.7904913056408986}
{"data_time": 0.019184472737833858, "eta_seconds": 226256.22899532784, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3130608843183069, "fast_rcnn/fg_cls_accuracy": 0.6272530120481927, "iteration": 42819, "loss_box_reg": 0.20362183824181557, "loss_cls": 0.18068860843777657, "loss_mask": 0.24717077985405922, "loss_rpn_cls": 0.03470515552908182, "loss_rpn_loc": 0.06397447444032878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962163618129213, "mask_rcnn/false_negative": 0.08466968820692619, "mask_rcnn/false_positive": 0.11723928912079248, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0065502393990755, "total_loss": 0.7326556176412851}
{"data_time": 0.016712243435904384, "eta_seconds": 226222.10147316568, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.32755456349206347, "fast_rcnn/fg_cls_accuracy": 0.6079875316578999, "iteration": 42839, "loss_box_reg": 0.23995548766106367, "loss_cls": 0.19670562725514174, "loss_mask": 0.25864432007074356, "loss_rpn_cls": 0.04326850036159158, "loss_rpn_loc": 0.06057040533050895, "lr": 0.0001, "mask_rcnn/accuracy": 0.900591279148268, "mask_rcnn/false_negative": 0.0942721181154198, "mask_rcnn/false_positive": 0.11587992022833847, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9721238238271326, "total_loss": 0.8131532178376801}
{"data_time": 0.016708160052075982, "eta_seconds": 226189.5320168743, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.31158196002400407, "fast_rcnn/fg_cls_accuracy": 0.6604626051375313, "iteration": 42859, "loss_box_reg": 0.22373035177588463, "loss_cls": 0.19162734225392342, "loss_mask": 0.2491889912635088, "loss_rpn_cls": 0.044993562740273774, "loss_rpn_loc": 0.08222703752107918, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943197117957558, "mask_rcnn/false_negative": 0.08905495785560581, "mask_rcnn/false_positive": 0.12842409893930862, "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": 0.9917693110182881, "total_loss": 0.811163101461716}
{"data_time": 0.017940527526661754, "eta_seconds": 226050.73030510917, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3421875, "fast_rcnn/fg_cls_accuracy": 0.6205837291251723, "iteration": 42879, "loss_box_reg": 0.22949109226465225, "loss_cls": 0.19203663617372513, "loss_mask": 0.2600857727229595, "loss_rpn_cls": 0.03947043395601213, "loss_rpn_loc": 0.07246803748421371, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858436211730272, "mask_rcnn/false_negative": 0.0988699431443877, "mask_rcnn/false_positive": 0.130436541355764, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9985559692140669, "total_loss": 0.8053051065653563}
{"data_time": 0.016256525879725814, "eta_seconds": 226097.60104415473, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3511426283531984, "fast_rcnn/fg_cls_accuracy": 0.6051819923371647, "iteration": 42899, "loss_box_reg": 0.23943511210381985, "loss_cls": 0.2027024533599615, "loss_mask": 0.2566390819847584, "loss_rpn_cls": 0.03867664118297398, "loss_rpn_loc": 0.08252905495464802, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914382160728223, "mask_rcnn/false_negative": 0.10131088377197228, "mask_rcnn/false_positive": 0.12943487986079472, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9976025316864252, "total_loss": 0.8327689946163446}
{"data_time": 0.015686601866036654, "eta_seconds": 226010.91862312518, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3362307038663079, "fast_rcnn/fg_cls_accuracy": 0.6226647000983284, "iteration": 42919, "loss_box_reg": 0.25606036372482777, "loss_cls": 0.22516263090074062, "loss_mask": 0.2671251595020294, "loss_rpn_cls": 0.045820267871022224, "loss_rpn_loc": 0.09601456951349974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888941435327447, "mask_rcnn/false_negative": 0.10838652505117422, "mask_rcnn/false_positive": 0.12683849286300514, "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": 1.0201708069071174, "total_loss": 0.9118823520839214}
{"data_time": 0.016649356577545404, "eta_seconds": 225917.22062788438, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.29164951106536285, "fast_rcnn/fg_cls_accuracy": 0.683943762416586, "iteration": 42939, "loss_box_reg": 0.24296126328408718, "loss_cls": 0.19653856195509434, "loss_mask": 0.26210226118564606, "loss_rpn_cls": 0.04192523052915931, "loss_rpn_loc": 0.06359468563459814, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012221866201071, "mask_rcnn/false_negative": 0.088595723390846, "mask_rcnn/false_positive": 0.12035686575259236, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.978336971020326, "total_loss": 0.8048112642718479}
{"data_time": 0.015750804217532277, "eta_seconds": 225924.58881329745, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.3341543513957307, "fast_rcnn/fg_cls_accuracy": 0.6252337274186187, "iteration": 42959, "loss_box_reg": 0.23339512757956982, "loss_cls": 0.2015240229666233, "loss_mask": 0.252734936773777, "loss_rpn_cls": 0.042728750966489315, "loss_rpn_loc": 0.07720523700118065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874075249573787, "mask_rcnn/false_negative": 0.09481575402491553, "mask_rcnn/false_positive": 0.12177814633393808, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9963305308483541, "total_loss": 0.7943047935841605}
{"data_time": 0.017489366931840777, "eta_seconds": 225796.7372074118, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3281279531279531, "fast_rcnn/fg_cls_accuracy": 0.6587214672120332, "iteration": 42979, "loss_box_reg": 0.23945709504187107, "loss_cls": 0.19831277430057526, "loss_mask": 0.2566665895283222, "loss_rpn_cls": 0.04518364882096648, "loss_rpn_loc": 0.08961886819452047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858861336539907, "mask_rcnn/false_negative": 0.09678162499991788, "mask_rcnn/false_positive": 0.13139888092443083, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9690591145772487, "total_loss": 0.8443646756932139}
{"data_time": 0.019456511363387108, "eta_seconds": 225827.0514672622, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35967480795067003, "fast_rcnn/fg_cls_accuracy": 0.6261367942402425, "iteration": 42999, "loss_box_reg": 0.23817617446184158, "loss_cls": 0.1955209244042635, "loss_mask": 0.2566260416060686, "loss_rpn_cls": 0.04271938174497336, "loss_rpn_loc": 0.09151948988437653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906996307354464, "mask_rcnn/false_negative": 0.11395145193677794, "mask_rcnn/false_positive": 0.117866229470132, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9678211570717394, "total_loss": 0.8214867640053853}
{"data_time": 0.01702320226468146, "eta_seconds": 225911.3894181652, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3524675735526732, "fast_rcnn/fg_cls_accuracy": 0.6254770992366412, "iteration": 43019, "loss_box_reg": 0.2598710022866726, "loss_cls": 0.2082094307988882, "loss_mask": 0.25496077351272106, "loss_rpn_cls": 0.04376031598076224, "loss_rpn_loc": 0.0849632229655981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836398423005566, "mask_rcnn/false_negative": 0.10708375808283316, "mask_rcnn/false_positive": 0.1360345759162238, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0114931841380894, "total_loss": 0.842230909736827}
{"data_time": 0.017314248951151967, "eta_seconds": 225844.98184049502, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.4029826961129334, "fast_rcnn/fg_cls_accuracy": 0.5715557091631744, "iteration": 43039, "loss_box_reg": 0.23740722611546516, "loss_cls": 0.2037217691540718, "loss_mask": 0.26081230491399765, "loss_rpn_cls": 0.03801084845326841, "loss_rpn_loc": 0.08986785355955362, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918201059475461, "mask_rcnn/false_negative": 0.0924220729430344, "mask_rcnn/false_positive": 0.12473105800017925, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9630389509256929, "total_loss": 0.839343522908166}
{"data_time": 0.022975578904151917, "eta_seconds": 225787.62747328263, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3204059598358886, "fast_rcnn/fg_cls_accuracy": 0.6596108140225787, "iteration": 43059, "loss_box_reg": 0.24581093434244394, "loss_cls": 0.20409424602985382, "loss_mask": 0.2492929082363844, "loss_rpn_cls": 0.04921103990636766, "loss_rpn_loc": 0.09557292744284496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919207601995078, "mask_rcnn/false_negative": 0.1011202263511855, "mask_rcnn/false_positive": 0.12618406239725463, "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": 1.0048755484167486, "total_loss": 0.8565575841348618}
{"data_time": 0.014309236081317067, "eta_seconds": 225945.0544393435, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3654774184041848, "fast_rcnn/fg_cls_accuracy": 0.5890404238618525, "iteration": 43079, "loss_box_reg": 0.2353515475988388, "loss_cls": 0.21034552063792944, "loss_mask": 0.25460150465369225, "loss_rpn_cls": 0.042789821163751185, "loss_rpn_loc": 0.08368951384909451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789360427667494, "mask_rcnn/false_negative": 0.1001914287481227, "mask_rcnn/false_positive": 0.12890876323751077, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0169827074278146, "total_loss": 0.8334791131783277}
{"data_time": 0.016464156797155738, "eta_seconds": 225955.4633140564, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3076979949133495, "fast_rcnn/fg_cls_accuracy": 0.6263207547169811, "iteration": 43099, "loss_box_reg": 0.21228143759071827, "loss_cls": 0.18326252792030573, "loss_mask": 0.24507000669836998, "loss_rpn_cls": 0.03784859017468989, "loss_rpn_loc": 0.07419576868414879, "lr": 0.0001, "mask_rcnn/accuracy": 0.900017112800799, "mask_rcnn/false_negative": 0.10218290873845184, "mask_rcnn/false_positive": 0.10835161856759273, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 1.0195552876684815, "total_loss": 0.7697760368464515}
{"data_time": 0.015470464946702123, "eta_seconds": 225959.42091934383, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3700339710352226, "fast_rcnn/fg_cls_accuracy": 0.5919631682460218, "iteration": 43119, "loss_box_reg": 0.24111721478402615, "loss_cls": 0.19650430232286453, "loss_mask": 0.24717961810529232, "loss_rpn_cls": 0.047788301948457956, "loss_rpn_loc": 0.0976829428691417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950765033735165, "mask_rcnn/false_negative": 0.0957853616254078, "mask_rcnn/false_positive": 0.1167964431871249, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0078442441299558, "total_loss": 0.843385356827639}
{"data_time": 0.024298815755173564, "eta_seconds": 226028.23706767056, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3440587176372444, "fast_rcnn/fg_cls_accuracy": 0.5602185520150682, "iteration": 43139, "loss_box_reg": 0.2293551005423069, "loss_cls": 0.19851165357977152, "loss_mask": 0.25533294305205345, "loss_rpn_cls": 0.04059669398702681, "loss_rpn_loc": 0.07912030234001577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943631933476563, "mask_rcnn/false_negative": 0.09537559854699475, "mask_rcnn/false_positive": 0.11592745058938905, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9991485278587788, "total_loss": 0.8006588821299374}
{"data_time": 0.01693632104434073, "eta_seconds": 225919.58322172053, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.35495725213739315, "fast_rcnn/fg_cls_accuracy": 0.6341254015730586, "iteration": 43159, "loss_box_reg": 0.240374356508255, "loss_cls": 0.19502783473581076, "loss_mask": 0.25990257784724236, "loss_rpn_cls": 0.035999800311401486, "loss_rpn_loc": 0.06078737881034613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936020393713986, "mask_rcnn/false_negative": 0.09941950150927054, "mask_rcnn/false_positive": 0.1136637984975484, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9918985450640321, "total_loss": 0.7848951946943998}
{"data_time": 0.013769482728093863, "eta_seconds": 225845.4840821959, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.33527764097512924, "fast_rcnn/fg_cls_accuracy": 0.64196352841391, "iteration": 43179, "loss_box_reg": 0.22782327607274055, "loss_cls": 0.19732351880520582, "loss_mask": 0.2627170030027628, "loss_rpn_cls": 0.04236170346848667, "loss_rpn_loc": 0.06724880007095635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856580392573696, "mask_rcnn/false_negative": 0.0970676243919158, "mask_rcnn/false_positive": 0.12991909405574753, "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": 0.9772483380511403, "total_loss": 0.7779778096009977}
{"data_time": 0.014688772615045309, "eta_seconds": 225899.93578875437, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3386324041811847, "fast_rcnn/fg_cls_accuracy": 0.6416705959159987, "iteration": 43199, "loss_box_reg": 0.24165638349950314, "loss_cls": 0.21553717739880085, "loss_mask": 0.26219629868865013, "loss_rpn_cls": 0.04207449755631387, "loss_rpn_loc": 0.08496672566980124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921717277388255, "mask_rcnn/false_negative": 0.09953500089112041, "mask_rcnn/false_positive": 0.11758097322463557, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.0067008729092777, "total_loss": 0.8355140812927857}
{"data_time": 0.019985084421932697, "eta_seconds": 225835.96284866333, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.35145194575471694, "fast_rcnn/fg_cls_accuracy": 0.6390051457975986, "iteration": 43219, "loss_box_reg": 0.2385892104357481, "loss_cls": 0.18902530055493116, "loss_mask": 0.25047868490219116, "loss_rpn_cls": 0.04396924294997007, "loss_rpn_loc": 0.07993909541983157, "lr": 0.0001, "mask_rcnn/accuracy": 0.883983571304628, "mask_rcnn/false_negative": 0.11061804082756833, "mask_rcnn/false_positive": 0.12832030016421608, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9793166045565158, "total_loss": 0.8159080364275724}
{"data_time": 0.02662455732934177, "eta_seconds": 225830.64797572792, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35256403039684775, "fast_rcnn/fg_cls_accuracy": 0.6096859796550199, "iteration": 43239, "loss_box_reg": 0.21733749052509665, "loss_cls": 0.1927089300006628, "loss_mask": 0.27065681479871273, "loss_rpn_cls": 0.04263539984822273, "loss_rpn_loc": 0.0958271084818989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876264321518081, "mask_rcnn/false_negative": 0.10365891119449264, "mask_rcnn/false_positive": 0.13527447786222058, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9990284496452659, "total_loss": 0.8135086495894939}
{"data_time": 0.016182696912437677, "eta_seconds": 225733.15476241987, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37745976819811555, "fast_rcnn/fg_cls_accuracy": 0.5859794557577942, "iteration": 43259, "loss_box_reg": 0.22749837674200535, "loss_cls": 0.1858064802363515, "loss_mask": 0.25755113177001476, "loss_rpn_cls": 0.04155093396548182, "loss_rpn_loc": 0.08775369194336236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881886500197933, "mask_rcnn/false_negative": 0.08818514651255877, "mask_rcnn/false_positive": 0.1238107955074624, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0178004920016974, "total_loss": 0.7999387097079307}
{"data_time": 0.021837453125044703, "eta_seconds": 225664.24898151308, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.35852260178163886, "fast_rcnn/fg_cls_accuracy": 0.6268497386438932, "iteration": 43279, "loss_box_reg": 0.20099120028316975, "loss_cls": 0.17312866263091564, "loss_mask": 0.2462140116840601, "loss_rpn_cls": 0.034554399782791734, "loss_rpn_loc": 0.09358816710300744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806931763933643, "mask_rcnn/false_negative": 0.10704662439106913, "mask_rcnn/false_positive": 0.1231908951833238, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9821678719017655, "total_loss": 0.7495414188597351}
{"data_time": 0.022097329376265407, "eta_seconds": 225545.50802609883, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3501651657825843, "fast_rcnn/fg_cls_accuracy": 0.590329121182952, "iteration": 43299, "loss_box_reg": 0.2350778914988041, "loss_cls": 0.2008410170674324, "loss_mask": 0.2508130595088005, "loss_rpn_cls": 0.03631855733692646, "loss_rpn_loc": 0.07581863785162568, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899453225346082, "mask_rcnn/false_negative": 0.09427303439533269, "mask_rcnn/false_positive": 0.1219972970160723, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9876423045061529, "total_loss": 0.814794457051903}
{"data_time": 0.024468475254252553, "eta_seconds": 225525.60987805948, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2806782066709865, "fast_rcnn/fg_cls_accuracy": 0.682176973353444, "iteration": 43319, "loss_box_reg": 0.2176699284464121, "loss_cls": 0.18975791614502668, "loss_mask": 0.251602778211236, "loss_rpn_cls": 0.0424286425113678, "loss_rpn_loc": 0.07995685981586576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985249287550441, "mask_rcnn/false_negative": 0.07782930600389594, "mask_rcnn/false_positive": 0.11751138878393672, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0083837101701647, "total_loss": 0.7829026479739696}
{"data_time": 0.015423096483573318, "eta_seconds": 225604.52837927733, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3495536718192395, "fast_rcnn/fg_cls_accuracy": 0.579077644606566, "iteration": 43339, "loss_box_reg": 0.2310748938471079, "loss_cls": 0.20366995595395565, "loss_mask": 0.2541686072945595, "loss_rpn_cls": 0.04178174841217697, "loss_rpn_loc": 0.08974880329333246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841373457741606, "mask_rcnn/false_negative": 0.10005992140360295, "mask_rcnn/false_positive": 0.13178944862509334, "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": 1.015199480112642, "total_loss": 0.8258084810222499}
{"data_time": 0.014336192049086094, "eta_seconds": 225584.6215118654, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3128765060240964, "fast_rcnn/fg_cls_accuracy": 0.6633223684210526, "iteration": 43359, "loss_box_reg": 0.23457111790776253, "loss_cls": 0.20387870259582996, "loss_mask": 0.26349066011607647, "loss_rpn_cls": 0.04429516359232366, "loss_rpn_loc": 0.08160280645824969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844218278316431, "mask_rcnn/false_negative": 0.10629840310734859, "mask_rcnn/false_positive": 0.12115024231833199, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9801231981255114, "total_loss": 0.8549403878860176}
{"data_time": 0.018483262043446302, "eta_seconds": 225503.31524734385, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31362745098039213, "fast_rcnn/fg_cls_accuracy": 0.6353012048192771, "iteration": 43379, "loss_box_reg": 0.22655335627496243, "loss_cls": 0.20651773922145367, "loss_mask": 0.2641201429069042, "loss_rpn_cls": 0.04384478833526373, "loss_rpn_loc": 0.0884729236131534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953604016233359, "mask_rcnn/false_negative": 0.08440748234955608, "mask_rcnn/false_positive": 0.13076432566524207, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9962454221677035, "total_loss": 0.82666939671617}
{"data_time": 0.016259015072137117, "eta_seconds": 225626.42929647118, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3871625863151287, "fast_rcnn/fg_cls_accuracy": 0.5666578692706958, "iteration": 43399, "loss_box_reg": 0.23633510433137417, "loss_cls": 0.2106685508042574, "loss_mask": 0.2510548308491707, "loss_rpn_cls": 0.040535314939916134, "loss_rpn_loc": 0.08749595726840198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865991118669689, "mask_rcnn/false_negative": 0.09477748371336886, "mask_rcnn/false_positive": 0.13064983562449967, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0335293996613473, "total_loss": 0.8799342741258442}
{"data_time": 0.014169270871207118, "eta_seconds": 225606.51522504166, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3231523378582202, "fast_rcnn/fg_cls_accuracy": 0.6428571428571428, "iteration": 43419, "loss_box_reg": 0.23080899938941002, "loss_cls": 0.21031722333282232, "loss_mask": 0.2604149132966995, "loss_rpn_cls": 0.04228184069506824, "loss_rpn_loc": 0.07171961199492216, "lr": 0.0001, "mask_rcnn/accuracy": 0.8781995611702682, "mask_rcnn/false_negative": 0.10576849722607985, "mask_rcnn/false_positive": 0.14019535442724515, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9911851950455457, "total_loss": 0.8137785329017788}
{"data_time": 0.015129691921174526, "eta_seconds": 225628.49972248077, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.40578922524626415, "fast_rcnn/fg_cls_accuracy": 0.5370548667897652, "iteration": 43439, "loss_box_reg": 0.23044650629162788, "loss_cls": 0.20673289708793163, "loss_mask": 0.25685045681893826, "loss_rpn_cls": 0.03833645489066839, "loss_rpn_loc": 0.0651486428687349, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893616828688804, "mask_rcnn/false_negative": 0.08992024923727497, "mask_rcnn/false_positive": 0.13906386690091346, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9941222963389009, "total_loss": 0.8149141783360392}
{"data_time": 0.014561834279447794, "eta_seconds": 225608.58195237815, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.4376328656462585, "fast_rcnn/fg_cls_accuracy": 0.536412865429458, "iteration": 43459, "loss_box_reg": 0.22191566042602062, "loss_cls": 0.20872023049741983, "loss_mask": 0.2566672023385763, "loss_rpn_cls": 0.04104005452245474, "loss_rpn_loc": 0.07239596860017627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824108252367524, "mask_rcnn/false_negative": 0.09229225511194816, "mask_rcnn/false_positive": 0.14889930602503623, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9877198445610702, "total_loss": 0.8448292408138514}
{"data_time": 0.015177988214418292, "eta_seconds": 225260.79173285514, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.33620447742579196, "fast_rcnn/fg_cls_accuracy": 0.6127335615461418, "iteration": 43479, "loss_box_reg": 0.230711305513978, "loss_cls": 0.18840846419334412, "loss_mask": 0.2519931774586439, "loss_rpn_cls": 0.03884573420509696, "loss_rpn_loc": 0.09165366389788687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975163471506162, "mask_rcnn/false_negative": 0.08733181943668597, "mask_rcnn/false_positive": 0.11847503898259437, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9625737695023417, "total_loss": 0.7981259602820501}
{"data_time": 0.02443185355514288, "eta_seconds": 225293.3120353846, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.33902450837934706, "fast_rcnn/fg_cls_accuracy": 0.6329627499840266, "iteration": 43499, "loss_box_reg": 0.24078760296106339, "loss_cls": 0.21232370100915432, "loss_mask": 0.2658561635762453, "loss_rpn_cls": 0.038438399555161595, "loss_rpn_loc": 0.08655914571136236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849975907773238, "mask_rcnn/false_negative": 0.10104808290404851, "mask_rcnn/false_positive": 0.13064515256676426, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0001222887076437, "total_loss": 0.8639853677013889}
{"data_time": 0.024092706153169274, "eta_seconds": 225136.15547446534, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.32756493124926545, "fast_rcnn/fg_cls_accuracy": 0.6073976595467003, "iteration": 43519, "loss_box_reg": 0.21352775022387505, "loss_cls": 0.1843843599781394, "loss_mask": 0.26254476606845856, "loss_rpn_cls": 0.043343977304175496, "loss_rpn_loc": 0.07254253199789673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772663815976449, "mask_rcnn/false_negative": 0.09914626284573791, "mask_rcnn/false_positive": 0.13547769686283392, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9849632778204978, "total_loss": 0.790252310805954}
{"data_time": 0.014747529989108443, "eta_seconds": 225156.31816862617, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.33020113380445754, "fast_rcnn/fg_cls_accuracy": 0.6547151096579846, "iteration": 43539, "loss_box_reg": 0.22369638178497553, "loss_cls": 0.18951786495745182, "loss_mask": 0.25524239242076874, "loss_rpn_cls": 0.038473582128062844, "loss_rpn_loc": 0.07339094544295222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935330868874496, "mask_rcnn/false_negative": 0.09344448109047201, "mask_rcnn/false_positive": 0.11487909411411082, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.990986781893298, "total_loss": 0.7894232531834859}
{"data_time": 0.018775336910039186, "eta_seconds": 225188.84768326767, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3347982488885872, "fast_rcnn/fg_cls_accuracy": 0.6280070667909898, "iteration": 43559, "loss_box_reg": 0.23852673172950745, "loss_cls": 0.20952045731246471, "loss_mask": 0.25546655990183353, "loss_rpn_cls": 0.04117453983053565, "loss_rpn_loc": 0.07247693359386176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846471761474017, "mask_rcnn/false_negative": 0.10546399987740353, "mask_rcnn/false_positive": 0.1277533614636447, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0350460279732943, "total_loss": 0.8424044136190787}
{"data_time": 0.01814396190457046, "eta_seconds": 225304.30076031946, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.33905432430211213, "fast_rcnn/fg_cls_accuracy": 0.6261438228666601, "iteration": 43579, "loss_box_reg": 0.2366209775209427, "loss_cls": 0.20336624048650265, "loss_mask": 0.25222831405699253, "loss_rpn_cls": 0.04796982556581497, "loss_rpn_loc": 0.08366906363517046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953612096594743, "mask_rcnn/false_negative": 0.09504445242008677, "mask_rcnn/false_positive": 0.11945949263736896, "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": 0.9993860055692494, "total_loss": 0.8205128917470574}
{"data_time": 0.014975026249885559, "eta_seconds": 225284.39931161702, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3393296973961999, "fast_rcnn/fg_cls_accuracy": 0.6199072703955806, "iteration": 43599, "loss_box_reg": 0.23585725482553244, "loss_cls": 0.19767646677792072, "loss_mask": 0.25092555209994316, "loss_rpn_cls": 0.04497430566698313, "loss_rpn_loc": 0.08129410375840962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822903966673894, "mask_rcnn/false_negative": 0.100023900150611, "mask_rcnn/false_positive": 0.1431011051258454, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9884134952444583, "total_loss": 0.8512798000592738}
{"data_time": 0.01698527648113668, "eta_seconds": 225264.49786291458, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.35245724721899385, "fast_rcnn/fg_cls_accuracy": 0.5872065631529354, "iteration": 43619, "loss_box_reg": 0.23154777102172375, "loss_cls": 0.22057421877980232, "loss_mask": 0.2739763855934143, "loss_rpn_cls": 0.04248169809579849, "loss_rpn_loc": 0.07711969455704093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829034377991576, "mask_rcnn/false_negative": 0.11162345776243866, "mask_rcnn/false_positive": 0.13049712622156415, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9883196575101465, "total_loss": 0.8551812563091516}
{"data_time": 0.014033988816663623, "eta_seconds": 225193.31428430974, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3473319592350853, "fast_rcnn/fg_cls_accuracy": 0.6281271129141313, "iteration": 43639, "loss_box_reg": 0.2301731389015913, "loss_cls": 0.20482260920107365, "loss_mask": 0.2516063917428255, "loss_rpn_cls": 0.04012622102163732, "loss_rpn_loc": 0.08587607624940574, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955479933046816, "mask_rcnn/false_negative": 0.1021321414379067, "mask_rcnn/false_positive": 0.11067712662552548, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9921235353685915, "total_loss": 0.7911195063497871}
{"data_time": 0.015636647818610072, "eta_seconds": 225209.72674228717, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2981101466374515, "fast_rcnn/fg_cls_accuracy": 0.6401415532178218, "iteration": 43659, "loss_box_reg": 0.21221014857292175, "loss_cls": 0.18989512510597706, "loss_mask": 0.2489584069699049, "loss_rpn_cls": 0.033662593574263155, "loss_rpn_loc": 0.07096011703833938, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975623849163725, "mask_rcnn/false_negative": 0.10386216777629234, "mask_rcnn/false_positive": 0.12261919747986828, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0229780045337975, "total_loss": 0.7679220656864345}
{"data_time": 0.014108698815107346, "eta_seconds": 224977.1048524417, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.3477038183694531, "fast_rcnn/fg_cls_accuracy": 0.6405835543766578, "iteration": 43679, "loss_box_reg": 0.24595228396356106, "loss_cls": 0.20779594406485558, "loss_mask": 0.2715121004730463, "loss_rpn_cls": 0.03906144783832133, "loss_rpn_loc": 0.10072124470025301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845227534732071, "mask_rcnn/false_negative": 0.11393159003930978, "mask_rcnn/false_positive": 0.11876349752561391, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.9658820531331003, "total_loss": 0.8482545240549371}
{"data_time": 0.0210807416588068, "eta_seconds": 224997.23925443832, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3020510629206281, "fast_rcnn/fg_cls_accuracy": 0.6543252922843811, "iteration": 43699, "loss_box_reg": 0.23934320360422134, "loss_cls": 0.20718249306082726, "loss_mask": 0.2555824462324381, "loss_rpn_cls": 0.046238441253080964, "loss_rpn_loc": 0.08937994623556733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972897574902063, "mask_rcnn/false_negative": 0.0796528595426489, "mask_rcnn/false_positive": 0.1321965315322549, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0051260713953525, "total_loss": 0.833963108016178}
{"data_time": 0.01986728562042117, "eta_seconds": 224890.1033188682, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32819734701539227, "fast_rcnn/fg_cls_accuracy": 0.5853138955905755, "iteration": 43719, "loss_box_reg": 0.22120412066578865, "loss_cls": 0.18621915113180876, "loss_mask": 0.24539124220609665, "loss_rpn_cls": 0.03441729606129229, "loss_rpn_loc": 0.05569725064560771, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061637855189537, "mask_rcnn/false_negative": 0.08114970135950236, "mask_rcnn/false_positive": 0.11004523182966613, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9899956278968602, "total_loss": 0.7491076637525111}
{"data_time": 0.015882208943367004, "eta_seconds": 224964.1034458531, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.30732716650438174, "fast_rcnn/fg_cls_accuracy": 0.667327419886123, "iteration": 43739, "loss_box_reg": 0.22569396160542965, "loss_cls": 0.19701369106769562, "loss_mask": 0.26428697258234024, "loss_rpn_cls": 0.0400937924569007, "loss_rpn_loc": 0.0763715049251914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971797767026104, "mask_rcnn/false_negative": 0.09366209304657275, "mask_rcnn/false_positive": 0.112841221162221, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.006837829016149, "total_loss": 0.8142176831606776}
{"data_time": 0.023744386853650212, "eta_seconds": 225042.39041537046, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3392171999400859, "fast_rcnn/fg_cls_accuracy": 0.630016505825231, "iteration": 43759, "loss_box_reg": 0.230602553114295, "loss_cls": 0.195817356929183, "loss_mask": 0.2502219509333372, "loss_rpn_cls": 0.04435441456735134, "loss_rpn_loc": 0.08271290175616741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882981271934073, "mask_rcnn/false_negative": 0.09557882002650939, "mask_rcnn/false_positive": 0.130654561699532, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0261305246967822, "total_loss": 0.8007766348309815}
{"data_time": 0.016643289476633072, "eta_seconds": 225158.0408629682, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3488702755803733, "fast_rcnn/fg_cls_accuracy": 0.6140840701101288, "iteration": 43779, "loss_box_reg": 0.20942161045968533, "loss_cls": 0.18680917751044035, "loss_mask": 0.23980525881052017, "loss_rpn_cls": 0.037874758476391435, "loss_rpn_loc": 0.06503984285518527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931939417791449, "mask_rcnn/false_negative": 0.08861045976654824, "mask_rcnn/false_positive": 0.11559315501643307, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0032749786041677, "total_loss": 0.7426092262612656}
{"data_time": 0.0174628091044724, "eta_seconds": 225308.36136862636, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.36745727829416824, "fast_rcnn/fg_cls_accuracy": 0.5920270547243287, "iteration": 43799, "loss_box_reg": 0.2482287548482418, "loss_cls": 0.20168760139495134, "loss_mask": 0.2551366575062275, "loss_rpn_cls": 0.033232780173420906, "loss_rpn_loc": 0.06163682695478201, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913287689684024, "mask_rcnn/false_negative": 0.09185513221874236, "mask_rcnn/false_positive": 0.13070861236414585, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0250504207797348, "total_loss": 0.7985432057175785}
{"data_time": 0.016874271677806973, "eta_seconds": 225250.062090531, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36513143649040747, "fast_rcnn/fg_cls_accuracy": 0.6098155125373522, "iteration": 43819, "loss_box_reg": 0.23307642713189125, "loss_cls": 0.18665260914713144, "loss_mask": 0.2568933069705963, "loss_rpn_cls": 0.04305365041363984, "loss_rpn_loc": 0.07787523558363318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967194599098764, "mask_rcnn/false_negative": 0.08590891169836154, "mask_rcnn/false_positive": 0.11331815782601683, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9862461115699261, "total_loss": 0.7968771732412279}
{"data_time": 0.016313077649101615, "eta_seconds": 225307.37462557852, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.37154902760777914, "fast_rcnn/fg_cls_accuracy": 0.6089393503880425, "iteration": 43839, "loss_box_reg": 0.23937316983938217, "loss_cls": 0.1920200865715742, "loss_mask": 0.25621662102639675, "loss_rpn_cls": 0.04545481316745281, "loss_rpn_loc": 0.0854213428683579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893864554172469, "mask_rcnn/false_negative": 0.0928423736037254, "mask_rcnn/false_positive": 0.1365777710360212, "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": 1.0143173525575548, "total_loss": 0.8063046804163605}
{"data_time": 0.0295950451400131, "eta_seconds": 225706.9193317322, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.32035848756429974, "fast_rcnn/fg_cls_accuracy": 0.6466384863123994, "iteration": 43859, "loss_box_reg": 0.2454409245401621, "loss_cls": 0.2041413951665163, "loss_mask": 0.2630792986601591, "loss_rpn_cls": 0.04512058012187481, "loss_rpn_loc": 0.08325973770115525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894248526967684, "mask_rcnn/false_negative": 0.08523154403271771, "mask_rcnn/false_positive": 0.13920514005497692, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.058446042938158, "total_loss": 0.8656430132687092}
{"data_time": 0.023712301161140203, "eta_seconds": 225748.2757901959, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.39156721105527637, "fast_rcnn/fg_cls_accuracy": 0.5795012799848298, "iteration": 43879, "loss_box_reg": 0.23323417361825705, "loss_cls": 0.20184434205293655, "loss_mask": 0.2553776688873768, "loss_rpn_cls": 0.04054692736826837, "loss_rpn_loc": 0.07173843239434063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872027973583034, "mask_rcnn/false_negative": 0.10063054966844945, "mask_rcnn/false_positive": 0.11209971548938588, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.0054641307797283, "total_loss": 0.7827399068046361}
{"data_time": 0.017321410588920116, "eta_seconds": 225606.16688672453, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.36242861675126903, "fast_rcnn/fg_cls_accuracy": 0.598883591963808, "iteration": 43899, "loss_box_reg": 0.23610858898609877, "loss_cls": 0.20858256705105305, "loss_mask": 0.24587924219667912, "loss_rpn_cls": 0.03328039916232228, "loss_rpn_loc": 0.07330111908959225, "lr": 0.0001, "mask_rcnn/accuracy": 0.903000150060024, "mask_rcnn/false_negative": 0.08761215359778043, "mask_rcnn/false_positive": 0.10320822963989222, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9924224915448576, "total_loss": 0.8131616520695388}
{"data_time": 0.023934592958539724, "eta_seconds": 225548.46544962376, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3279143505207335, "fast_rcnn/fg_cls_accuracy": 0.6332490771217109, "iteration": 43919, "loss_box_reg": 0.2576394211500883, "loss_cls": 0.2159446608275175, "loss_mask": 0.2661783527582884, "loss_rpn_cls": 0.04176928522065282, "loss_rpn_loc": 0.08116644411347806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787276563892749, "mask_rcnn/false_negative": 0.10542181192121833, "mask_rcnn/false_positive": 0.13677003926097522, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.015244431560859, "total_loss": 0.8603684133850038}
{"data_time": 0.02611107542179525, "eta_seconds": 225566.2542521581, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4014010290744529, "fast_rcnn/fg_cls_accuracy": 0.5852277407132855, "iteration": 43939, "loss_box_reg": 0.24510369077324867, "loss_cls": 0.21129263006150723, "loss_mask": 0.25878998078405857, "loss_rpn_cls": 0.04302515019662678, "loss_rpn_loc": 0.08059674710966647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8673286315290849, "mask_rcnn/false_negative": 0.11511731600286719, "mask_rcnn/false_positive": 0.1395065720024564, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9906013519503176, "total_loss": 0.8461266194935888}
{"data_time": 0.015299601946026087, "eta_seconds": 225638.1900258176, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.35930632834657605, "fast_rcnn/fg_cls_accuracy": 0.5842199416250824, "iteration": 43959, "loss_box_reg": 0.2516958098858595, "loss_cls": 0.2196879256516695, "loss_mask": 0.265303673222661, "loss_rpn_cls": 0.04437139187939465, "loss_rpn_loc": 0.10264634329359978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841943521594684, "mask_rcnn/false_negative": 0.09257779456661261, "mask_rcnn/false_positive": 0.128310408654551, "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": 1.0322571599390358, "total_loss": 0.8879738964606076}
{"data_time": 0.01266404939815402, "eta_seconds": 225655.58941544965, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.368246336996337, "fast_rcnn/fg_cls_accuracy": 0.6089190111274407, "iteration": 43979, "loss_box_reg": 0.24414989724755287, "loss_cls": 0.20027614664286375, "loss_mask": 0.26252758130431175, "loss_rpn_cls": 0.04143661120906472, "loss_rpn_loc": 0.08686609065625817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846793635901242, "mask_rcnn/false_negative": 0.10642192532443248, "mask_rcnn/false_positive": 0.13148035761865787, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9813497867435217, "total_loss": 0.8383461742196232}
{"data_time": 0.012463451828807592, "eta_seconds": 225833.6296356283, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3889645669907777, "fast_rcnn/fg_cls_accuracy": 0.5598353909465021, "iteration": 43999, "loss_box_reg": 0.23213275894522667, "loss_cls": 0.21126079931855202, "loss_mask": 0.26151821948587894, "loss_rpn_cls": 0.05154952662996948, "loss_rpn_loc": 0.08890390291344374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843831415544942, "mask_rcnn/false_negative": 0.10001987050939459, "mask_rcnn/false_positive": 0.13687860025314771, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0013741210568696, "total_loss": 0.8511337586678565}
{"data_time": 0.01708448794670403, "eta_seconds": 225783.49466145504, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33752042483660133, "fast_rcnn/fg_cls_accuracy": 0.6442934782608696, "iteration": 44019, "loss_box_reg": 0.2375006377696991, "loss_cls": 0.19502591248601675, "loss_mask": 0.25979908369481564, "loss_rpn_cls": 0.042646421235986054, "loss_rpn_loc": 0.09385790769010782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846747099534891, "mask_rcnn/false_negative": 0.08927660638629012, "mask_rcnn/false_positive": 0.13584762120443242, "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": 0.9912364485207945, "total_loss": 0.8387672117678449}
{"data_time": 0.016055701300501823, "eta_seconds": 225776.98484287597, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.33048236159366995, "fast_rcnn/fg_cls_accuracy": 0.6351461038961039, "iteration": 44039, "loss_box_reg": 0.21816158667206764, "loss_cls": 0.1949061444029212, "loss_mask": 0.24384858831763268, "loss_rpn_cls": 0.03976123780012131, "loss_rpn_loc": 0.06526146898977458, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039933926631678, "mask_rcnn/false_negative": 0.08433038503516946, "mask_rcnn/false_positive": 0.11278531458107581, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9892756221815944, "total_loss": 0.7804299951530993}
{"data_time": 0.01439691986888647, "eta_seconds": 225530.81217951607, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31275747181145264, "fast_rcnn/fg_cls_accuracy": 0.6433265010851217, "iteration": 44059, "loss_box_reg": 0.21753498911857605, "loss_cls": 0.19227174948900938, "loss_mask": 0.25103404372930527, "loss_rpn_cls": 0.04545006132684648, "loss_rpn_loc": 0.08181946002878249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998859620718298, "mask_rcnn/false_negative": 0.0909068322425145, "mask_rcnn/false_positive": 0.10737690025540278, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9660032398533076, "total_loss": 0.7895171233685687}
{"data_time": 0.0141918680164963, "eta_seconds": 225388.84162411094, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3058316201173344, "fast_rcnn/fg_cls_accuracy": 0.6280919647971671, "iteration": 44079, "loss_box_reg": 0.2439781166613102, "loss_cls": 0.21152768842875957, "loss_mask": 0.2542272601276636, "loss_rpn_cls": 0.04201618768274784, "loss_rpn_loc": 0.08121307712281123, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940653899516555, "mask_rcnn/false_negative": 0.09619132622208712, "mask_rcnn/false_positive": 0.11563089730250592, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9999264830257744, "total_loss": 0.8524561173981056}
{"data_time": 0.014926581643521786, "eta_seconds": 225269.8099923553, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3675153105861767, "fast_rcnn/fg_cls_accuracy": 0.5943879472693032, "iteration": 44099, "loss_box_reg": 0.2182666789740324, "loss_cls": 0.20047342497855425, "loss_mask": 0.2495042271912098, "loss_rpn_cls": 0.039477308630011976, "loss_rpn_loc": 0.06305996398441494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892613604507738, "mask_rcnn/false_negative": 0.08609909476526781, "mask_rcnn/false_positive": 0.12537210717476777, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9770093865226954, "total_loss": 0.7802964197471738}
{"data_time": 0.017882742220535874, "eta_seconds": 225145.2281698212, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32486692895163155, "fast_rcnn/fg_cls_accuracy": 0.6516431381624623, "iteration": 44119, "loss_box_reg": 0.22993871476501226, "loss_cls": 0.21733924187719822, "loss_mask": 0.2509408053010702, "loss_rpn_cls": 0.04212123923934996, "loss_rpn_loc": 0.0856250359211117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913763560907899, "mask_rcnn/false_negative": 0.09520244384589875, "mask_rcnn/false_positive": 0.11415707362257485, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9815169770736247, "total_loss": 0.8341117054224014}
{"data_time": 0.015119110466912389, "eta_seconds": 225229.9215797847, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.27307467570410193, "fast_rcnn/fg_cls_accuracy": 0.6973252095756632, "iteration": 44139, "loss_box_reg": 0.23171591944992542, "loss_cls": 0.1978317927569151, "loss_mask": 0.26477560959756374, "loss_rpn_cls": 0.04195467079989612, "loss_rpn_loc": 0.08259693533182144, "lr": 0.0001, "mask_rcnn/accuracy": 0.898089324592581, "mask_rcnn/false_negative": 0.08302270511785428, "mask_rcnn/false_positive": 0.10912118523956771, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.014141890918836, "total_loss": 0.8013456715270877}
{"data_time": 0.015785881783813238, "eta_seconds": 225030.8925142698, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.33496732026143794, "fast_rcnn/fg_cls_accuracy": 0.6005603201829617, "iteration": 44159, "loss_box_reg": 0.2213386371731758, "loss_cls": 0.19394139014184475, "loss_mask": 0.25819745659828186, "loss_rpn_cls": 0.04371057520620525, "loss_rpn_loc": 0.08637286478187889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953693257771549, "mask_rcnn/false_negative": 0.09218000048910865, "mask_rcnn/false_positive": 0.10893952867943343, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9699409720487893, "total_loss": 0.7853931065183133}
{"data_time": 0.01600218703970313, "eta_seconds": 225190.03316721413, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3000327367961589, "fast_rcnn/fg_cls_accuracy": 0.6666118691435148, "iteration": 44179, "loss_box_reg": 0.24451559223234653, "loss_cls": 0.20100060664117336, "loss_mask": 0.2516854275017977, "loss_rpn_cls": 0.04760883271228522, "loss_rpn_loc": 0.0867386672180146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927978007442293, "mask_rcnn/false_negative": 0.09495995233236465, "mask_rcnn/false_positive": 0.1149692062944882, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0043931831605732, "total_loss": 0.8473398189526051}
{"data_time": 0.024222182109951973, "eta_seconds": 225170.08896092884, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.35054408172329554, "fast_rcnn/fg_cls_accuracy": 0.6052799659357037, "iteration": 44199, "loss_box_reg": 0.22829438373446465, "loss_cls": 0.19916496239602566, "loss_mask": 0.2661449611186981, "loss_rpn_cls": 0.04320811154320836, "loss_rpn_loc": 0.09793747332878411, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941054481740369, "mask_rcnn/false_negative": 0.09256052706000822, "mask_rcnn/false_positive": 0.11743956000728567, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.01284512411803, "total_loss": 0.8322316370904446}
{"data_time": 0.015095036709681153, "eta_seconds": 225235.76764849015, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35283946822408363, "fast_rcnn/fg_cls_accuracy": 0.6287830249123733, "iteration": 44219, "loss_box_reg": 0.22764296410605311, "loss_cls": 0.18712478689849377, "loss_mask": 0.24492425471544266, "loss_rpn_cls": 0.03171963419299573, "loss_rpn_loc": 0.07601374411024153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876415160752125, "mask_rcnn/false_negative": 0.09749878594044178, "mask_rcnn/false_positive": 0.13576143296032575, "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": 1.0212029900867492, "total_loss": 0.7569616460241377}
{"data_time": 0.026577741606161, "eta_seconds": 225229.2177985981, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3297493444552268, "fast_rcnn/fg_cls_accuracy": 0.6419073376477027, "iteration": 44239, "loss_box_reg": 0.24818401224911213, "loss_cls": 0.19260192848742008, "loss_mask": 0.25415026396512985, "loss_rpn_cls": 0.0431117897387594, "loss_rpn_loc": 0.09134434425504878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957559835239828, "mask_rcnn/false_negative": 0.09545171949058687, "mask_rcnn/false_positive": 0.1301675706952009, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0012313600163907, "total_loss": 0.8313211152562872}
{"data_time": 0.016965173184871674, "eta_seconds": 225110.25634207297, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3631321112515803, "fast_rcnn/fg_cls_accuracy": 0.5872978436657682, "iteration": 44259, "loss_box_reg": 0.22715924307703972, "loss_cls": 0.18368355557322502, "loss_mask": 0.2491366397589445, "loss_rpn_cls": 0.04080536623951048, "loss_rpn_loc": 0.07534144970122725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877488589720974, "mask_rcnn/false_negative": 0.1010045893196197, "mask_rcnn/false_positive": 0.11288518571116483, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9755780356936157, "total_loss": 0.7546592878643423}
{"data_time": 0.016576453112065792, "eta_seconds": 225090.31213578768, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3097335140018067, "fast_rcnn/fg_cls_accuracy": 0.639332306944332, "iteration": 44279, "loss_box_reg": 0.22298500128090382, "loss_cls": 0.18489455711096525, "loss_mask": 0.25505329482257366, "loss_rpn_cls": 0.03859285241924226, "loss_rpn_loc": 0.08496327488683164, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921904766943727, "mask_rcnn/false_negative": 0.08171935873797166, "mask_rcnn/false_positive": 0.12129423189445657, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9710886634420604, "total_loss": 0.7983223493210971}
{"data_time": 0.024333421140909195, "eta_seconds": 224953.9427327225, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3136013851481339, "fast_rcnn/fg_cls_accuracy": 0.6398550724637682, "iteration": 44299, "loss_box_reg": 0.21725186705589294, "loss_cls": 0.18135842867195606, "loss_mask": 0.24895415268838406, "loss_rpn_cls": 0.04137794720008969, "loss_rpn_loc": 0.06856100773438811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804843801339857, "mask_rcnn/false_negative": 0.09232825423474887, "mask_rcnn/false_positive": 0.12894017736261196, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9794878652319312, "total_loss": 0.7800775449723005}
{"data_time": 0.018587206955999136, "eta_seconds": 224831.25036077574, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3972704047330913, "fast_rcnn/fg_cls_accuracy": 0.5897539330375151, "iteration": 44319, "loss_box_reg": 0.24147185869514942, "loss_cls": 0.20638016983866692, "loss_mask": 0.25726377218961716, "loss_rpn_cls": 0.04264208395034075, "loss_rpn_loc": 0.107683340087533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833960068205068, "mask_rcnn/false_negative": 0.09372814802170704, "mask_rcnn/false_positive": 0.13341445569240876, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0003173127770424, "total_loss": 0.8170271296985447}
{"data_time": 0.016137217171490192, "eta_seconds": 224743.55660548434, "fast_rcnn/cls_accuracy": 0.916748046875, "fast_rcnn/false_negative": 0.3509815933024124, "fast_rcnn/fg_cls_accuracy": 0.6137920548032907, "iteration": 44339, "loss_box_reg": 0.2202400118112564, "loss_cls": 0.19099955447018147, "loss_mask": 0.24869700334966183, "loss_rpn_cls": 0.03815457224845886, "loss_rpn_loc": 0.07029571256134659, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910210969122851, "mask_rcnn/false_negative": 0.09014619282393303, "mask_rcnn/false_positive": 0.12781225005459051, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9646043907850981, "total_loss": 0.7782709064777009}
{"data_time": 0.02385668340139091, "eta_seconds": 224777.83733731136, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.31996560350218883, "fast_rcnn/fg_cls_accuracy": 0.6418690958164642, "iteration": 44359, "loss_box_reg": 0.243674511089921, "loss_cls": 0.20054974034428596, "loss_mask": 0.2507592383772135, "loss_rpn_cls": 0.04288255167193711, "loss_rpn_loc": 0.07694996311329305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942611055905954, "mask_rcnn/false_negative": 0.09251242239972794, "mask_rcnn/false_positive": 0.12724658717953818, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9984219465404749, "total_loss": 0.812833511736244}
{"data_time": 0.02153874561190605, "eta_seconds": 224764.28942188155, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3500690501764616, "fast_rcnn/fg_cls_accuracy": 0.6206648278100029, "iteration": 44379, "loss_box_reg": 0.2462060609832406, "loss_cls": 0.20701694302260876, "loss_mask": 0.25246752239763737, "loss_rpn_cls": 0.04000800277572125, "loss_rpn_loc": 0.07665018958505243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804703121931792, "mask_rcnn/false_negative": 0.0982655856727154, "mask_rcnn/false_positive": 0.14132932965736955, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0183420774992555, "total_loss": 0.8241797655355185}
{"data_time": 0.014519479358568788, "eta_seconds": 224616.81846901774, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33875921375921375, "fast_rcnn/fg_cls_accuracy": 0.6320401741454373, "iteration": 44399, "loss_box_reg": 0.21753310412168503, "loss_cls": 0.18985637743026018, "loss_mask": 0.25546696223318577, "loss_rpn_cls": 0.03572062705643475, "loss_rpn_loc": 0.07053519960027188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972806082624287, "mask_rcnn/false_negative": 0.09041643372888608, "mask_rcnn/false_positive": 0.13252271956293865, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9770892879460007, "total_loss": 0.7884582537226379}
{"data_time": 0.013691311469301581, "eta_seconds": 224424.85847235657, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.33896675762838, "fast_rcnn/fg_cls_accuracy": 0.6018303004655099, "iteration": 44419, "loss_box_reg": 0.2389256563037634, "loss_cls": 0.19412214867770672, "loss_mask": 0.24701092205941677, "loss_rpn_cls": 0.03551184688694775, "loss_rpn_loc": 0.08716684929095209, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013417988319359, "mask_rcnn/false_negative": 0.08340837304302234, "mask_rcnn/false_positive": 0.123394786900656, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9543998374138027, "total_loss": 0.8126900822389871}
{"data_time": 0.01583859510719776, "eta_seconds": 224499.399823742, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.33445744623219026, "fast_rcnn/fg_cls_accuracy": 0.622612212472466, "iteration": 44439, "loss_box_reg": 0.2667216546833515, "loss_cls": 0.20662947557866573, "loss_mask": 0.2622751332819462, "loss_rpn_cls": 0.04013596405275166, "loss_rpn_loc": 0.09257970633916557, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897320345532682, "mask_rcnn/false_negative": 0.10634286974466768, "mask_rcnn/false_positive": 0.11313240996240234, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.008079916704446, "total_loss": 0.8555331360548735}
{"data_time": 0.015397228533402085, "eta_seconds": 224657.1101469593, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.34526748971193416, "fast_rcnn/fg_cls_accuracy": 0.6420427713688188, "iteration": 44459, "loss_box_reg": 0.22462152689695358, "loss_cls": 0.20857678540050983, "loss_mask": 0.24666555784642696, "loss_rpn_cls": 0.03235652926377952, "loss_rpn_loc": 0.07398251141421497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971929190355692, "mask_rcnn/false_negative": 0.08951413297373614, "mask_rcnn/false_positive": 0.12268743544132474, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0051968456245959, "total_loss": 0.8177478171419352}
{"data_time": 0.018220871221274137, "eta_seconds": 224809.35975080356, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3417983010702901, "fast_rcnn/fg_cls_accuracy": 0.6219727807244768, "iteration": 44479, "loss_box_reg": 0.22668115608394146, "loss_cls": 0.1902571339160204, "loss_mask": 0.25550943426787853, "loss_rpn_cls": 0.036988907668273896, "loss_rpn_loc": 0.07416345435194671, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975390625231319, "mask_rcnn/false_negative": 0.09167344824365262, "mask_rcnn/false_positive": 0.1098795518780275, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9911361755803227, "total_loss": 0.7819656853098422}
{"data_time": 0.014938042964786291, "eta_seconds": 224954.72745003644, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3422251030448079, "fast_rcnn/fg_cls_accuracy": 0.6420570725440168, "iteration": 44499, "loss_box_reg": 0.22660202719271183, "loss_cls": 0.2002188265323639, "loss_mask": 0.24160481058061123, "loss_rpn_cls": 0.03428466827608645, "loss_rpn_loc": 0.06928205268923193, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826559227486404, "mask_rcnn/false_negative": 0.10974850617891466, "mask_rcnn/false_positive": 0.1125864041735449, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0132890085224062, "total_loss": 0.7684160327771679}
{"data_time": 0.020877644419670105, "eta_seconds": 225142.543694973, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.35627962085308057, "fast_rcnn/fg_cls_accuracy": 0.5980959752321982, "iteration": 44519, "loss_box_reg": 0.22421505860984325, "loss_cls": 0.19669780507683754, "loss_mask": 0.23902088031172752, "loss_rpn_cls": 0.0429473677650094, "loss_rpn_loc": 0.06760901538655162, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922771846768427, "mask_rcnn/false_negative": 0.09184374938914473, "mask_rcnn/false_positive": 0.11741840998860187, "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": 1.0281973166856915, "total_loss": 0.7955401206854731}
{"data_time": 0.017677767435088754, "eta_seconds": 225192.7061320562, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.36569005980770686, "fast_rcnn/fg_cls_accuracy": 0.6152871621621622, "iteration": 44539, "loss_box_reg": 0.26306524127721786, "loss_cls": 0.2101002810522914, "loss_mask": 0.25388937070965767, "loss_rpn_cls": 0.046143777668476105, "loss_rpn_loc": 0.09009067248553038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911986149791759, "mask_rcnn/false_negative": 0.09630657309680635, "mask_rcnn/false_positive": 0.13028152775046023, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0155506085138768, "total_loss": 0.8671145075932145}
{"data_time": 0.017055079340934753, "eta_seconds": 225172.72984303534, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3181557340866955, "fast_rcnn/fg_cls_accuracy": 0.6494317430950178, "iteration": 44559, "loss_box_reg": 0.21644194889813662, "loss_cls": 0.1799582876265049, "loss_mask": 0.25456684827804565, "loss_rpn_cls": 0.034358290140517056, "loss_rpn_loc": 0.06374839041382074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859170580912625, "mask_rcnn/false_negative": 0.10073432499955982, "mask_rcnn/false_positive": 0.13307638894745571, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0032242061570287, "total_loss": 0.7646556948311627}
{"data_time": 0.016304522287100554, "eta_seconds": 225152.7535540145, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3612419274714357, "fast_rcnn/fg_cls_accuracy": 0.5907148493917601, "iteration": 44579, "loss_box_reg": 0.22793264500796795, "loss_cls": 0.19459803588688374, "loss_mask": 0.2462884597480297, "loss_rpn_cls": 0.03496243746485561, "loss_rpn_loc": 0.07707266695797443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952176159985399, "mask_rcnn/false_negative": 0.09459162770325127, "mask_rcnn/false_positive": 0.11368507278887544, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9950540298596025, "total_loss": 0.7744361823424697}
{"data_time": 0.02519049635156989, "eta_seconds": 225303.524811659, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3861055611055611, "fast_rcnn/fg_cls_accuracy": 0.5816697191697192, "iteration": 44599, "loss_box_reg": 0.23980481177568436, "loss_cls": 0.19798136036843061, "loss_mask": 0.24740194529294968, "loss_rpn_cls": 0.04243781790137291, "loss_rpn_loc": 0.0874539171345532, "lr": 0.0001, "mask_rcnn/accuracy": 0.895294018044402, "mask_rcnn/false_negative": 0.10799501516893713, "mask_rcnn/false_positive": 0.1114987275638201, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0322430601809174, "total_loss": 0.8231537065003067}
{"data_time": 0.01811165362596512, "eta_seconds": 225158.90095625538, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31991826581378824, "fast_rcnn/fg_cls_accuracy": 0.6521381578947368, "iteration": 44619, "loss_box_reg": 0.23474998772144318, "loss_cls": 0.193655070848763, "loss_mask": 0.25230325013399124, "loss_rpn_cls": 0.042386803310364485, "loss_rpn_loc": 0.06966408365406096, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906890910583494, "mask_rcnn/false_negative": 0.0913400885507927, "mask_rcnn/false_positive": 0.1184165535664241, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.956022786675021, "total_loss": 0.7777810129337013}
{"data_time": 0.021210959181189537, "eta_seconds": 225213.59054736793, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3310774858663119, "fast_rcnn/fg_cls_accuracy": 0.6231859743310124, "iteration": 44639, "loss_box_reg": 0.2464456632733345, "loss_cls": 0.20381586998701096, "loss_mask": 0.2629219740629196, "loss_rpn_cls": 0.039838836062699556, "loss_rpn_loc": 0.0794074009754695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850094537212959, "mask_rcnn/false_negative": 0.09537349239848963, "mask_rcnn/false_positive": 0.1255982328118541, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0015567843802273, "total_loss": 0.8103461086284369}
{"data_time": 0.014475451316684484, "eta_seconds": 225174.11549598444, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2642976868923902, "fast_rcnn/fg_cls_accuracy": 0.6935406698564592, "iteration": 44659, "loss_box_reg": 0.22529634274542332, "loss_cls": 0.19168545864522457, "loss_mask": 0.24796098470687866, "loss_rpn_cls": 0.03603792726062238, "loss_rpn_loc": 0.07100851985160261, "lr": 0.0001, "mask_rcnn/accuracy": 0.900033498247784, "mask_rcnn/false_negative": 0.09113103550629233, "mask_rcnn/false_positive": 0.1141455733545243, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0048155831173062, "total_loss": 0.7901906063780189}
{"data_time": 0.018287905026227236, "eta_seconds": 225192.69700785168, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29758272901558724, "fast_rcnn/fg_cls_accuracy": 0.6797754585705249, "iteration": 44679, "loss_box_reg": 0.22829021513462067, "loss_cls": 0.18503948487341404, "loss_mask": 0.23962893150746822, "loss_rpn_cls": 0.04049544071312994, "loss_rpn_loc": 0.07879872876219451, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030148795716841, "mask_rcnn/false_negative": 0.0914716806809307, "mask_rcnn/false_positive": 0.11830203088462538, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.993059802800417, "total_loss": 0.7650013228412718}
{"data_time": 0.014941784087568521, "eta_seconds": 225134.14494206663, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3126420644471186, "fast_rcnn/fg_cls_accuracy": 0.6497693541917369, "iteration": 44699, "loss_box_reg": 0.23925373703241348, "loss_cls": 0.18659671861678362, "loss_mask": 0.25792225264012814, "loss_rpn_cls": 0.04403456568252295, "loss_rpn_loc": 0.07516576361376792, "lr": 0.0001, "mask_rcnn/accuracy": 0.897529103713895, "mask_rcnn/false_negative": 0.08907515090227477, "mask_rcnn/false_positive": 0.10242562815019013, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.964731061598286, "total_loss": 0.8003491365234368}
{"data_time": 0.01635455316863954, "eta_seconds": 225326.92473888397, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3136438923395445, "fast_rcnn/fg_cls_accuracy": 0.6298631433981752, "iteration": 44719, "loss_box_reg": 0.2400279249995947, "loss_cls": 0.19788005715236068, "loss_mask": 0.2570114806294441, "loss_rpn_cls": 0.04170413687825203, "loss_rpn_loc": 0.07041639881208539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855432279039654, "mask_rcnn/false_negative": 0.1035748443148999, "mask_rcnn/false_positive": 0.13154082785682875, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.014586630742997, "total_loss": 0.824016599683091}
{"data_time": 0.01609206316061318, "eta_seconds": 225249.93528558407, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.32968616652979726, "fast_rcnn/fg_cls_accuracy": 0.5792847503373819, "iteration": 44739, "loss_box_reg": 0.22094582952558994, "loss_cls": 0.18588247522711754, "loss_mask": 0.24608606100082397, "loss_rpn_cls": 0.046433876967057586, "loss_rpn_loc": 0.07695457176305354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796174185123411, "mask_rcnn/false_negative": 0.11000718644662327, "mask_rcnn/false_positive": 0.1198609678142744, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0016300894785672, "total_loss": 0.7906788759864867}
{"data_time": 0.02473442954942584, "eta_seconds": 225093.66850767285, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.37093283582089553, "fast_rcnn/fg_cls_accuracy": 0.6033906554185593, "iteration": 44759, "loss_box_reg": 0.24902463145554066, "loss_cls": 0.20070486888289452, "loss_mask": 0.2736457847058773, "loss_rpn_cls": 0.04904046072624624, "loss_rpn_loc": 0.0946076475083828, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851662959269169, "mask_rcnn/false_negative": 0.1027382357835855, "mask_rcnn/false_positive": 0.13429329578463978, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9964322631713003, "total_loss": 0.8811163946520537}
{"data_time": 0.020661427173763514, "eta_seconds": 225092.7535066055, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27482845792704946, "fast_rcnn/fg_cls_accuracy": 0.6796527025400265, "iteration": 44779, "loss_box_reg": 0.23435720894485712, "loss_cls": 0.19407914392650127, "loss_mask": 0.2470957189798355, "loss_rpn_cls": 0.04080636298749596, "loss_rpn_loc": 0.0935907477978617, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949525699102678, "mask_rcnn/false_negative": 0.08823715806983451, "mask_rcnn/false_positive": 0.12259878018714523, "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": 1.0103526557795703, "total_loss": 0.810413267230615}
{"data_time": 0.013847972499206662, "eta_seconds": 224992.76387654245, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33686036757416304, "fast_rcnn/fg_cls_accuracy": 0.6103764290203673, "iteration": 44799, "loss_box_reg": 0.23884712904691696, "loss_cls": 0.19702521804720163, "loss_mask": 0.242433974519372, "loss_rpn_cls": 0.0363987754099071, "loss_rpn_loc": 0.07144955266267061, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878834591055892, "mask_rcnn/false_negative": 0.10133762107215225, "mask_rcnn/false_positive": 0.12564288173153876, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0102367855142802, "total_loss": 0.8304414201993495}
{"data_time": 0.01521586999297142, "eta_seconds": 224913.03808576427, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3114590804048131, "fast_rcnn/fg_cls_accuracy": 0.6321538139729466, "iteration": 44819, "loss_box_reg": 0.22120347246527672, "loss_cls": 0.18931659404188395, "loss_mask": 0.249662471935153, "loss_rpn_cls": 0.037437206134200096, "loss_rpn_loc": 0.07672741776332259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895290227564443, "mask_rcnn/false_negative": 0.08994033387407954, "mask_rcnn/false_positive": 0.11805519887319871, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9858974202070385, "total_loss": 0.7829789707902819}
{"data_time": 0.014285774668678641, "eta_seconds": 224755.03577849828, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.37569004442502363, "fast_rcnn/fg_cls_accuracy": 0.5775858198064705, "iteration": 44839, "loss_box_reg": 0.24767780490219593, "loss_cls": 0.21738718450069427, "loss_mask": 0.26679209992289543, "loss_rpn_cls": 0.043484851252287626, "loss_rpn_loc": 0.08785412879660726, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827986797918539, "mask_rcnn/false_negative": 0.10092380203996011, "mask_rcnn/false_positive": 0.14243251159419917, "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": 0.9808787822257727, "total_loss": 0.8594849640503526}
{"data_time": 0.016221433645114303, "eta_seconds": 224256.9166155625, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3261209052093771, "fast_rcnn/fg_cls_accuracy": 0.6182095072337648, "iteration": 44859, "loss_box_reg": 0.24003522098064423, "loss_cls": 0.20548838190734386, "loss_mask": 0.25249424390494823, "loss_rpn_cls": 0.038393184542655945, "loss_rpn_loc": 0.06816242053173482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899333834341174, "mask_rcnn/false_negative": 0.09387778406395943, "mask_rcnn/false_positive": 0.13370622558661466, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9742131263483316, "total_loss": 0.8138603162951767}
{"data_time": 0.017007499001920223, "eta_seconds": 224138.91034461558, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3754136711171973, "fast_rcnn/fg_cls_accuracy": 0.6102464199747053, "iteration": 44879, "loss_box_reg": 0.2570487968623638, "loss_cls": 0.19739032443612814, "loss_mask": 0.2663327641785145, "loss_rpn_cls": 0.043348637176677585, "loss_rpn_loc": 0.09557575918734074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827259530402107, "mask_rcnn/false_negative": 0.10810177780225476, "mask_rcnn/false_positive": 0.1365114457156364, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9729441229719669, "total_loss": 0.8610628035385162}
{"data_time": 0.01993588195182383, "eta_seconds": 224142.00740854722, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.3348055131143366, "fast_rcnn/fg_cls_accuracy": 0.6181151808549508, "iteration": 44899, "loss_box_reg": 0.21630827710032463, "loss_cls": 0.1834604348987341, "loss_mask": 0.25472792237997055, "loss_rpn_cls": 0.040878951200284064, "loss_rpn_loc": 0.07757810479961336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951409752474422, "mask_rcnn/false_negative": 0.09049144594820047, "mask_rcnn/false_positive": 0.11917053622166282, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 0.9812179016880691, "total_loss": 0.8042405623127706}
{"data_time": 0.014654176076874137, "eta_seconds": 223734.28438382223, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36103522336769756, "fast_rcnn/fg_cls_accuracy": 0.582234172077922, "iteration": 44919, "loss_box_reg": 0.22604773379862309, "loss_cls": 0.1892775548622012, "loss_mask": 0.25793298706412315, "loss_rpn_cls": 0.04343075421638787, "loss_rpn_loc": 0.07038250705227256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868279544234206, "mask_rcnn/false_negative": 0.09370100384564685, "mask_rcnn/false_positive": 0.13835366684036465, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9660645863041282, "total_loss": 0.8025899501517415}
{"data_time": 0.026138522429391742, "eta_seconds": 224093.84815843776, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3100034444827165, "fast_rcnn/fg_cls_accuracy": 0.6650677697588453, "iteration": 44939, "loss_box_reg": 0.23339850269258022, "loss_cls": 0.21877065766602755, "loss_mask": 0.2513875160366297, "loss_rpn_cls": 0.03606687439605594, "loss_rpn_loc": 0.07583231828175485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893977234386248, "mask_rcnn/false_negative": 0.1009731272648956, "mask_rcnn/false_positive": 0.12718413504937054, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0237327925860882, "total_loss": 0.8432658690144308}
{"data_time": 0.023886567912995815, "eta_seconds": 223806.59619674087, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3149801587301587, "fast_rcnn/fg_cls_accuracy": 0.6644704519932623, "iteration": 44959, "loss_box_reg": 0.23660183139145374, "loss_cls": 0.2085141483694315, "loss_mask": 0.2656565271317959, "loss_rpn_cls": 0.047183549497276545, "loss_rpn_loc": 0.08367972448468208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907824839146586, "mask_rcnn/false_negative": 0.10101528699881493, "mask_rcnn/false_positive": 0.12218903825075034, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9900382582563907, "total_loss": 0.8609483623877168}
{"data_time": 0.01548676984384656, "eta_seconds": 223589.4711116515, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3455794424809333, "fast_rcnn/fg_cls_accuracy": 0.6176466422085924, "iteration": 44979, "loss_box_reg": 0.2124529890716076, "loss_cls": 0.18454432650469244, "loss_mask": 0.24439294449985027, "loss_rpn_cls": 0.03788991615874693, "loss_rpn_loc": 0.0865734153194353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950600633922401, "mask_rcnn/false_negative": 0.09582822166628185, "mask_rcnn/false_positive": 0.10186536238459654, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9444474671036005, "total_loss": 0.768903280957602}
{"data_time": 0.016813992988318205, "eta_seconds": 223604.9121071119, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3067873553673255, "fast_rcnn/fg_cls_accuracy": 0.6563786008230452, "iteration": 44999, "loss_box_reg": 0.2200346738100052, "loss_cls": 0.19191266223788261, "loss_mask": 0.25414311699569225, "loss_rpn_cls": 0.041893648565746844, "loss_rpn_loc": 0.08217029995284975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908379993516331, "mask_rcnn/false_negative": 0.08421705150946868, "mask_rcnn/false_positive": 0.13564262415472816, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0014250243548304, "total_loss": 0.7854820848442614}
{"data_time": 0.017399902222678065, "eta_seconds": 223585.0361149246, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3616289073702323, "fast_rcnn/fg_cls_accuracy": 0.6131771796452298, "iteration": 45019, "loss_box_reg": 0.2415725803002715, "loss_cls": 0.21331479400396347, "loss_mask": 0.2583273611962795, "loss_rpn_cls": 0.04257359053008258, "loss_rpn_loc": 0.08274990227073431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905100091664773, "mask_rcnn/false_negative": 0.0979468059684894, "mask_rcnn/false_positive": 0.12432331599880761, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9967415065038949, "total_loss": 0.8441933174617589}
{"data_time": 0.013396975118666887, "eta_seconds": 223503.696025908, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3121067203624465, "fast_rcnn/fg_cls_accuracy": 0.6390933214813266, "iteration": 45039, "loss_box_reg": 0.23081957921385765, "loss_cls": 0.19660712964832783, "loss_mask": 0.2440432496368885, "loss_rpn_cls": 0.03893278492614627, "loss_rpn_loc": 0.07489383406937122, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009799430965744, "mask_rcnn/false_negative": 0.08170854073504114, "mask_rcnn/false_positive": 0.11026459793444676, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9553107020910829, "total_loss": 0.7975515141151845}
{"data_time": 0.015507822390645742, "eta_seconds": 223595.12142037041, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.30244755244755245, "fast_rcnn/fg_cls_accuracy": 0.6599425392750168, "iteration": 45059, "loss_box_reg": 0.2465886678546667, "loss_cls": 0.20608393847942352, "loss_mask": 0.2573846559971571, "loss_rpn_cls": 0.04329076304566115, "loss_rpn_loc": 0.09117804607376456, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867154648042738, "mask_rcnn/false_negative": 0.10420956720028816, "mask_rcnn/false_positive": 0.1274170601934918, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9697625918779522, "total_loss": 0.8608122284058481}
{"data_time": 0.015250197146087885, "eta_seconds": 223575.24099702016, "fast_rcnn/cls_accuracy": 0.906982421875, "fast_rcnn/false_negative": 0.3885480303349484, "fast_rcnn/fg_cls_accuracy": 0.5778783459162663, "iteration": 45079, "loss_box_reg": 0.24186007678508759, "loss_cls": 0.222513722255826, "loss_mask": 0.26287737488746643, "loss_rpn_cls": 0.04441789188422263, "loss_rpn_loc": 0.07726012170314789, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793528399183272, "mask_rcnn/false_negative": 0.10664480402023634, "mask_rcnn/false_positive": 0.1399088966269012, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.0218344214372337, "total_loss": 0.8500536123756319}
{"data_time": 0.013440097449347377, "eta_seconds": 223594.6693610167, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35752928952742646, "fast_rcnn/fg_cls_accuracy": 0.6213157602046491, "iteration": 45099, "loss_box_reg": 0.22381436917930841, "loss_cls": 0.18403183203190565, "loss_mask": 0.2623156886547804, "loss_rpn_cls": 0.04014588659629226, "loss_rpn_loc": 0.08068276639096439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851862379438233, "mask_rcnn/false_negative": 0.09964017745024184, "mask_rcnn/false_positive": 0.13103068995569778, "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": 0.9838499494362622, "total_loss": 0.8023984293104149}
{"data_time": 0.016854816349223256, "eta_seconds": 223535.48015031964, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.36655031243266534, "fast_rcnn/fg_cls_accuracy": 0.618371040723982, "iteration": 45119, "loss_box_reg": 0.23080909810960293, "loss_cls": 0.19662667997181416, "loss_mask": 0.2574407234787941, "loss_rpn_cls": 0.04321476072072983, "loss_rpn_loc": 0.07202147669158876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784096275872987, "mask_rcnn/false_negative": 0.10550448266188758, "mask_rcnn/false_positive": 0.13426640647162819, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9752493544947356, "total_loss": 0.8070087195374072}
{"data_time": 0.017403237288817763, "eta_seconds": 223515.59972696938, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31519307460363777, "fast_rcnn/fg_cls_accuracy": 0.640381441408399, "iteration": 45139, "loss_box_reg": 0.2444464387372136, "loss_cls": 0.20590097457170486, "loss_mask": 0.26083060167729855, "loss_rpn_cls": 0.03662556526251137, "loss_rpn_loc": 0.08447851287201047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857983475924617, "mask_rcnn/false_negative": 0.09038666744646341, "mask_rcnn/false_positive": 0.12177740499835514, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0119727698620409, "total_loss": 0.8117734178667888}
{"data_time": 0.02018617046996951, "eta_seconds": 223865.59428515844, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.33775886524822696, "fast_rcnn/fg_cls_accuracy": 0.6452066519931524, "iteration": 45159, "loss_box_reg": 0.2214669417589903, "loss_cls": 0.1940010515972972, "loss_mask": 0.23803779296576977, "loss_rpn_cls": 0.033093453384935856, "loss_rpn_loc": 0.07304120034677908, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876189041881813, "mask_rcnn/false_negative": 0.09871317145330452, "mask_rcnn/false_positive": 0.11851070523058906, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0045923851430416, "total_loss": 0.7994452174752951}
{"data_time": 0.014457359910011292, "eta_seconds": 223845.68096063565, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3485293574252669, "fast_rcnn/fg_cls_accuracy": 0.5973785946825827, "iteration": 45179, "loss_box_reg": 0.23483907617628574, "loss_cls": 0.19331687688827515, "loss_mask": 0.25410402566194534, "loss_rpn_cls": 0.043536618584766984, "loss_rpn_loc": 0.09608157863840461, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827260812947484, "mask_rcnn/false_negative": 0.10890299718118115, "mask_rcnn/false_positive": 0.1365448617233661, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0083122835494578, "total_loss": 0.8205266939476132}
{"data_time": 0.015562012558802962, "eta_seconds": 223495.2497659251, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37006890611541776, "fast_rcnn/fg_cls_accuracy": 0.6018696838388702, "iteration": 45199, "loss_box_reg": 0.246868796646595, "loss_cls": 0.20207477919757366, "loss_mask": 0.24709017015993595, "loss_rpn_cls": 0.04253725107992068, "loss_rpn_loc": 0.07918853033334017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813631657373094, "mask_rcnn/false_negative": 0.11166910298470448, "mask_rcnn/false_positive": 0.11571837716832317, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.99645946896635, "total_loss": 0.8246262448956259}
{"data_time": 0.019020311068743467, "eta_seconds": 223377.16204043012, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.32724753694581277, "fast_rcnn/fg_cls_accuracy": 0.6679825974863036, "iteration": 45219, "loss_box_reg": 0.21871864423155785, "loss_cls": 0.18087574653327465, "loss_mask": 0.2402203120291233, "loss_rpn_cls": 0.03289245266932994, "loss_rpn_loc": 0.06575452897232026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926276429743729, "mask_rcnn/false_negative": 0.08990048132773279, "mask_rcnn/false_positive": 0.11318779619597913, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9767854094970971, "total_loss": 0.7386935591930524}
{"data_time": 0.020616654306650162, "eta_seconds": 223306.48987510242, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3388573232323232, "fast_rcnn/fg_cls_accuracy": 0.5945540308747856, "iteration": 45239, "loss_box_reg": 0.2189248576760292, "loss_cls": 0.1865033507347107, "loss_mask": 0.2483912631869316, "loss_rpn_cls": 0.04292427084874362, "loss_rpn_loc": 0.07792393490672112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911372241204174, "mask_rcnn/false_negative": 0.08974397888090085, "mask_rcnn/false_positive": 0.138095817656433, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9810716074425727, "total_loss": 0.7780633450020105}
{"data_time": 0.019686720333993435, "eta_seconds": 223347.76397709735, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3275866959790086, "fast_rcnn/fg_cls_accuracy": 0.6357335672830342, "iteration": 45259, "loss_box_reg": 0.2251828871667385, "loss_cls": 0.18943508621305227, "loss_mask": 0.24937381781637669, "loss_rpn_cls": 0.04124447493813932, "loss_rpn_loc": 0.07735719485208392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921609002525441, "mask_rcnn/false_negative": 0.0855567552939594, "mask_rcnn/false_positive": 0.1302624906351459, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9915842195041478, "total_loss": 0.7973703385214321}
{"data_time": 0.019494262523949146, "eta_seconds": 223488.35005924106, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33695652173913043, "fast_rcnn/fg_cls_accuracy": 0.635969696969697, "iteration": 45279, "loss_box_reg": 0.2247240524739027, "loss_cls": 0.20191134698688984, "loss_mask": 0.2471382338553667, "loss_rpn_cls": 0.037116468884050846, "loss_rpn_loc": 0.07390671130269766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881375715116302, "mask_rcnn/false_negative": 0.09835934293932883, "mask_rcnn/false_positive": 0.11734872755315214, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0452984641306102, "total_loss": 0.809475930465851}
{"data_time": 0.017856800463050604, "eta_seconds": 224024.59102165885, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3548430735930736, "fast_rcnn/fg_cls_accuracy": 0.6213220338983051, "iteration": 45299, "loss_box_reg": 0.23251400236040354, "loss_cls": 0.18925114441663027, "loss_mask": 0.2460554875433445, "loss_rpn_cls": 0.0445397860603407, "loss_rpn_loc": 0.07381213363260031, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855622053669812, "mask_rcnn/false_negative": 0.10227018098116236, "mask_rcnn/false_positive": 0.11988271234229611, "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": 1.03309546969831, "total_loss": 0.8041665242053568}
{"data_time": 0.015738515416160226, "eta_seconds": 223965.00703115016, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2855761632501278, "fast_rcnn/fg_cls_accuracy": 0.6946636917212847, "iteration": 45319, "loss_box_reg": 0.21571517456322908, "loss_cls": 0.1795618925243616, "loss_mask": 0.24323922209441662, "loss_rpn_cls": 0.03235473751556128, "loss_rpn_loc": 0.06711449869908392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992627457752498, "mask_rcnn/false_negative": 0.0895944749709857, "mask_rcnn/false_positive": 0.12034050822308409, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9936662395484746, "total_loss": 0.7426977423019707}
{"data_time": 0.013981528114527464, "eta_seconds": 224107.0005084155, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35810324992809894, "fast_rcnn/fg_cls_accuracy": 0.6261720977983953, "iteration": 45339, "loss_box_reg": 0.2514997273683548, "loss_cls": 0.196598120033741, "loss_mask": 0.26765875704586506, "loss_rpn_cls": 0.043425337644293904, "loss_rpn_loc": 0.09879325656220317, "lr": 0.0001, "mask_rcnn/accuracy": 0.8769868641359977, "mask_rcnn/false_negative": 0.10727355463610036, "mask_rcnn/false_positive": 0.13728346277302567, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 204.625, "rpn/num_pos_anchors": 51.375, "time": 1.0132428407669067, "total_loss": 0.8761791842989624}
{"data_time": 0.015861151507124305, "eta_seconds": 224121.60768806934, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.36418137075239543, "fast_rcnn/fg_cls_accuracy": 0.5704410574588616, "iteration": 45359, "loss_box_reg": 0.22808383777737617, "loss_cls": 0.18841086560860276, "loss_mask": 0.2513625230640173, "loss_rpn_cls": 0.0438112789997831, "loss_rpn_loc": 0.08162712870398536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859685430463576, "mask_rcnn/false_negative": 0.0953485122577898, "mask_rcnn/false_positive": 0.14266312825749788, "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": 1.0045841408427805, "total_loss": 0.7731055117910728}
{"data_time": 0.02442477410659194, "eta_seconds": 224101.65384123102, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3395604395604396, "fast_rcnn/fg_cls_accuracy": 0.6034867700275555, "iteration": 45379, "loss_box_reg": 0.2318197898566723, "loss_cls": 0.19702896662056446, "loss_mask": 0.25539620965719223, "loss_rpn_cls": 0.03633504593744874, "loss_rpn_loc": 0.0698805742431432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910751403736098, "mask_rcnn/false_negative": 0.10115981657711134, "mask_rcnn/false_positive": 0.12495520021179045, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0120944497175515, "total_loss": 0.7884201756678522}
{"data_time": 0.015878083650022745, "eta_seconds": 224200.06520026363, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.32753623188405795, "fast_rcnn/fg_cls_accuracy": 0.6272632515869112, "iteration": 45399, "loss_box_reg": 0.23060777969658375, "loss_cls": 0.20151963829994202, "loss_mask": 0.2639346942305565, "loss_rpn_cls": 0.04573305300436914, "loss_rpn_loc": 0.08135778922587633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905548271717816, "mask_rcnn/false_negative": 0.08115053470138262, "mask_rcnn/false_positive": 0.12667545042098058, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0241737968754023, "total_loss": 0.8431751308380626}
{"data_time": 0.015113662462681532, "eta_seconds": 224210.45840415638, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2802197802197802, "fast_rcnn/fg_cls_accuracy": 0.6638279753033851, "iteration": 45419, "loss_box_reg": 0.23973972909152508, "loss_cls": 0.19210054352879524, "loss_mask": 0.23975040391087532, "loss_rpn_cls": 0.03509300830774009, "loss_rpn_loc": 0.06751385889947414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831990928930765, "mask_rcnn/false_negative": 0.09374951193022635, "mask_rcnn/false_positive": 0.14084911488568386, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9968997135292739, "total_loss": 0.7843821786809713}
{"data_time": 0.02019398333504796, "eta_seconds": 224308.54311706498, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28898505455413115, "fast_rcnn/fg_cls_accuracy": 0.6761017987658103, "iteration": 45439, "loss_box_reg": 0.23294127359986305, "loss_cls": 0.2054107952862978, "loss_mask": 0.25469283759593964, "loss_rpn_cls": 0.03775328281335533, "loss_rpn_loc": 0.07839851593598723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972213918932046, "mask_rcnn/false_negative": 0.08502660024457112, "mask_rcnn/false_positive": 0.11582152815244867, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0189291196875274, "total_loss": 0.8261968938168138}
{"data_time": 0.0220252291765064, "eta_seconds": 224316.3643513294, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.34331441025900955, "fast_rcnn/fg_cls_accuracy": 0.6311923796760555, "iteration": 45459, "loss_box_reg": 0.2357268212363124, "loss_cls": 0.21112909447401762, "loss_mask": 0.26438838616013527, "loss_rpn_cls": 0.03892706544138491, "loss_rpn_loc": 0.09372652322053909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839482325258632, "mask_rcnn/false_negative": 0.09677000744656311, "mask_rcnn/false_positive": 0.14576920810524116, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0395624900702387, "total_loss": 0.8454284560866654}
{"data_time": 0.013479325221851468, "eta_seconds": 224296.38427077793, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3160366783248139, "fast_rcnn/fg_cls_accuracy": 0.6776073894717962, "iteration": 45479, "loss_box_reg": 0.24147938191890717, "loss_cls": 0.19625306874513626, "loss_mask": 0.24883812107145786, "loss_rpn_cls": 0.03777477308176458, "loss_rpn_loc": 0.06888521229848266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916408426559014, "mask_rcnn/false_negative": 0.08004206969096637, "mask_rcnn/false_positive": 0.12886734826395196, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.988154768710956, "total_loss": 0.7968678007018752}
{"data_time": 0.015082569792866707, "eta_seconds": 224108.55918528978, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.37552697238234534, "fast_rcnn/fg_cls_accuracy": 0.5973823453497376, "iteration": 45499, "loss_box_reg": 0.22522098571062088, "loss_cls": 0.19206340610980988, "loss_mask": 0.2538394574075937, "loss_rpn_cls": 0.03407667076680809, "loss_rpn_loc": 0.08869366394355893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934207860990662, "mask_rcnn/false_negative": 0.08350055552227903, "mask_rcnn/false_positive": 0.10955096240236466, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9908130320254713, "total_loss": 0.7839592508971691}
{"data_time": 0.01581232948228717, "eta_seconds": 224030.8612818271, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2835245317259706, "fast_rcnn/fg_cls_accuracy": 0.6535640343093759, "iteration": 45519, "loss_box_reg": 0.228078780695796, "loss_cls": 0.19696304947137833, "loss_mask": 0.26194648817181587, "loss_rpn_cls": 0.03775464079808444, "loss_rpn_loc": 0.07764890440739691, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923166550438089, "mask_rcnn/false_negative": 0.0998460710112066, "mask_rcnn/false_positive": 0.11357692973016972, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0177140664309263, "total_loss": 0.812896597199142}
{"data_time": 0.01844998262822628, "eta_seconds": 224010.90129774995, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3382169316573712, "fast_rcnn/fg_cls_accuracy": 0.6303087428260232, "iteration": 45539, "loss_box_reg": 0.22729270718991756, "loss_cls": 0.19519073702394962, "loss_mask": 0.25784083269536495, "loss_rpn_cls": 0.041819116682745516, "loss_rpn_loc": 0.07724857097491622, "lr": 0.0001, "mask_rcnn/accuracy": 0.88466234235402, "mask_rcnn/false_negative": 0.10995070384901569, "mask_rcnn/false_positive": 0.12414513183272541, "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": 1.0083396199624985, "total_loss": 0.8119884396437556}
{"data_time": 0.01852136687375605, "eta_seconds": 223990.9413136728, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33386566008517227, "fast_rcnn/fg_cls_accuracy": 0.645450600318241, "iteration": 45559, "loss_box_reg": 0.21464267373085022, "loss_cls": 0.18370466493070126, "loss_mask": 0.2470153644680977, "loss_rpn_cls": 0.037198224337771535, "loss_rpn_loc": 0.07437802548520267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912732675487778, "mask_rcnn/false_negative": 0.10711983846840131, "mask_rcnn/false_positive": 0.12075409978797477, "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": 1.0154189579188824, "total_loss": 0.7558166480157524}
{"data_time": 0.017553465673699975, "eta_seconds": 223902.11537284777, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3345764254342579, "fast_rcnn/fg_cls_accuracy": 0.6185789276340458, "iteration": 45579, "loss_box_reg": 0.22533154673874378, "loss_cls": 0.20403371192514896, "loss_mask": 0.2717423401772976, "loss_rpn_cls": 0.03918394120410085, "loss_rpn_loc": 0.08074724348261952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8733994472789115, "mask_rcnn/false_negative": 0.10528158914544462, "mask_rcnn/false_positive": 0.1569572804490275, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9717330795247108, "total_loss": 0.8263850949006155}
{"data_time": 0.01789686898700893, "eta_seconds": 223843.95701754838, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3425047658901753, "fast_rcnn/fg_cls_accuracy": 0.6333310085088576, "iteration": 45599, "loss_box_reg": 0.2280787155032158, "loss_cls": 0.19213118217885494, "loss_mask": 0.26060117222368717, "loss_rpn_cls": 0.04124200763180852, "loss_rpn_loc": 0.07673209626227617, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857568693441606, "mask_rcnn/false_negative": 0.08435544812046497, "mask_rcnn/false_positive": 0.139879819839215, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.021739687770605, "total_loss": 0.8170743960654363}
{"data_time": 0.014072037069126964, "eta_seconds": 223952.35740588978, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3012917066045917, "fast_rcnn/fg_cls_accuracy": 0.6827626573017267, "iteration": 45619, "loss_box_reg": 0.22375434823334217, "loss_cls": 0.18427478428930044, "loss_mask": 0.24687936156988144, "loss_rpn_cls": 0.03472418268211186, "loss_rpn_loc": 0.06960515765240416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948970928720306, "mask_rcnn/false_negative": 0.0955612521508542, "mask_rcnn/false_positive": 0.11070675139580978, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0010159614030272, "total_loss": 0.7809543157927692}
{"data_time": 0.016691992292180657, "eta_seconds": 223879.4044223521, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3385955432041583, "fast_rcnn/fg_cls_accuracy": 0.6500679347826087, "iteration": 45639, "loss_box_reg": 0.2256797645241022, "loss_cls": 0.17801757622510195, "loss_mask": 0.25980125181376934, "loss_rpn_cls": 0.03686526697129011, "loss_rpn_loc": 0.06408784561790526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825134264232009, "mask_rcnn/false_negative": 0.0989362495478989, "mask_rcnn/false_positive": 0.11638481027903039, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9822768855374306, "total_loss": 0.7641384685412049}
{"data_time": 0.014388301875442266, "eta_seconds": 223859.44726381917, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.37207149922283456, "fast_rcnn/fg_cls_accuracy": 0.5930194805194805, "iteration": 45659, "loss_box_reg": 0.2440167497843504, "loss_cls": 0.1989573184400797, "loss_mask": 0.25857942551374435, "loss_rpn_cls": 0.04370890301652253, "loss_rpn_loc": 0.09294125251471996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809898227567261, "mask_rcnn/false_negative": 0.09640567992593406, "mask_rcnn/false_positive": 0.12386075656653742, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.0150397920515388, "total_loss": 0.8538698796182871}
{"data_time": 0.01771334814839065, "eta_seconds": 223892.47175902128, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3276092774308653, "fast_rcnn/fg_cls_accuracy": 0.6377723970944309, "iteration": 45679, "loss_box_reg": 0.2527527827769518, "loss_cls": 0.21104662027209997, "loss_mask": 0.2469514049589634, "loss_rpn_cls": 0.03624255838803947, "loss_rpn_loc": 0.0707247715909034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954604213653117, "mask_rcnn/false_negative": 0.08998179947493494, "mask_rcnn/false_positive": 0.11749208662479824, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0157990630250424, "total_loss": 0.8196026780642569}
{"data_time": 0.019839542917907238, "eta_seconds": 223900.7681318093, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3289531246582234, "fast_rcnn/fg_cls_accuracy": 0.6362830864959788, "iteration": 45699, "loss_box_reg": 0.22265786118805408, "loss_cls": 0.1928867343813181, "loss_mask": 0.2547703105956316, "loss_rpn_cls": 0.041378510068170726, "loss_rpn_loc": 0.0807177945971489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775435873650159, "mask_rcnn/false_negative": 0.11286267038395542, "mask_rcnn/false_positive": 0.15411225265002396, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 205.875, "rpn/num_pos_anchors": 50.125, "time": 1.0129785370081663, "total_loss": 0.8231757385656238}
{"data_time": 0.02010209416039288, "eta_seconds": 223734.40145605244, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.32135806191221805, "fast_rcnn/fg_cls_accuracy": 0.6493737276146441, "iteration": 45719, "loss_box_reg": 0.21446584165096283, "loss_cls": 0.1775666307657957, "loss_mask": 0.25277581438422203, "loss_rpn_cls": 0.03787432983517647, "loss_rpn_loc": 0.08368367445655167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976203736998181, "mask_rcnn/false_negative": 0.0892169288485595, "mask_rcnn/false_positive": 0.1082753000197609, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9751511870417744, "total_loss": 0.8182941270642914}
{"data_time": 0.022647219942882657, "eta_seconds": 223714.45010939147, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.38107429127129133, "fast_rcnn/fg_cls_accuracy": 0.6090776315118118, "iteration": 45739, "loss_box_reg": 0.22646085359156132, "loss_cls": 0.19959187787026167, "loss_mask": 0.25837217830121517, "loss_rpn_cls": 0.037497377139516175, "loss_rpn_loc": 0.07661927619483322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844532382625181, "mask_rcnn/false_negative": 0.09588426539012632, "mask_rcnn/false_positive": 0.1336651719215892, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.004384521394968, "total_loss": 0.8012552509317175}
{"data_time": 0.018068955512717366, "eta_seconds": 223722.53075130284, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33601449275362316, "fast_rcnn/fg_cls_accuracy": 0.6358524173027991, "iteration": 45759, "loss_box_reg": 0.2268609255552292, "loss_cls": 0.19580647349357605, "loss_mask": 0.2523049283772707, "loss_rpn_cls": 0.03808034583926201, "loss_rpn_loc": 0.06052858475595713, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918118204180114, "mask_rcnn/false_negative": 0.08898615825765635, "mask_rcnn/false_positive": 0.11731259001297023, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.9973215793725103, "total_loss": 0.7769120853045024}
{"data_time": 0.016016540117561817, "eta_seconds": 223663.9432693692, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3062818336162988, "fast_rcnn/fg_cls_accuracy": 0.6559553349875931, "iteration": 45779, "loss_box_reg": 0.23531990870833397, "loss_cls": 0.18467592913657427, "loss_mask": 0.2608866561204195, "loss_rpn_cls": 0.03904288518242538, "loss_rpn_loc": 0.07451950386166573, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910842070195225, "mask_rcnn/false_negative": 0.07856939505524976, "mask_rcnn/false_positive": 0.12166673953675443, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9845392990391701, "total_loss": 0.8109024540754035}
{"data_time": 0.026905632112175226, "eta_seconds": 223682.6230576262, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3707056101792944, "fast_rcnn/fg_cls_accuracy": 0.6219584940210304, "iteration": 45799, "loss_box_reg": 0.2243122048676014, "loss_cls": 0.18849671073257923, "loss_mask": 0.2532852478325367, "loss_rpn_cls": 0.034215844701975584, "loss_rpn_loc": 0.07330449065193534, "lr": 0.0001, "mask_rcnn/accuracy": 0.893524506384948, "mask_rcnn/false_negative": 0.09288298292558754, "mask_rcnn/false_positive": 0.11480797218394863, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0287698663305491, "total_loss": 0.7814009744906798}
{"data_time": 0.016954034566879272, "eta_seconds": 223691.38806186616, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3893819496057943, "fast_rcnn/fg_cls_accuracy": 0.5792105362466509, "iteration": 45819, "loss_box_reg": 0.21224385034292936, "loss_cls": 0.18383426778018475, "loss_mask": 0.2598992381244898, "loss_rpn_cls": 0.04132042056880891, "loss_rpn_loc": 0.08026959258131683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8798080254588863, "mask_rcnn/false_negative": 0.10321438757007809, "mask_rcnn/false_positive": 0.12967532338863746, "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": 0.9857062194496393, "total_loss": 0.7709236048976891}
{"data_time": 0.020697418600320816, "eta_seconds": 223728.68406638503, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3376167627992446, "fast_rcnn/fg_cls_accuracy": 0.6437547600913938, "iteration": 45839, "loss_box_reg": 0.2232289118692279, "loss_cls": 0.1873075794428587, "loss_mask": 0.26690270751714706, "loss_rpn_cls": 0.03877823462244123, "loss_rpn_loc": 0.0761534043122083, "lr": 0.0001, "mask_rcnn/accuracy": 0.878368634621101, "mask_rcnn/false_negative": 0.09848555840536398, "mask_rcnn/false_positive": 0.13783408449706136, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0361880229320377, "total_loss": 0.8091156990267336}
{"data_time": 0.013666382990777493, "eta_seconds": 223710.81481684, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3642546718817905, "fast_rcnn/fg_cls_accuracy": 0.5956010350505763, "iteration": 45859, "loss_box_reg": 0.25031823199242353, "loss_cls": 0.20199882797896862, "loss_mask": 0.2605596836656332, "loss_rpn_cls": 0.0384908108972013, "loss_rpn_loc": 0.07134998217225075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882146151589291, "mask_rcnn/false_negative": 0.08910505629059129, "mask_rcnn/false_positive": 0.12947940254382606, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9900181607808918, "total_loss": 0.8110745551530272}
{"data_time": 0.016242004465311766, "eta_seconds": 223708.50503254682, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.31912334528902525, "fast_rcnn/fg_cls_accuracy": 0.6653729495512226, "iteration": 45879, "loss_box_reg": 0.239419499412179, "loss_cls": 0.20578484795987606, "loss_mask": 0.24416126497089863, "loss_rpn_cls": 0.034027734538540244, "loss_rpn_loc": 0.06977458810433745, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006921859652952, "mask_rcnn/false_negative": 0.08929389013712954, "mask_rcnn/false_positive": 0.11101089468608968, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9966394500806928, "total_loss": 0.8199154631001875}
{"data_time": 0.019584853434935212, "eta_seconds": 223711.71606138814, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3409210118494147, "fast_rcnn/fg_cls_accuracy": 0.6284197330580341, "iteration": 45899, "loss_box_reg": 0.22907209023833275, "loss_cls": 0.19987448770552874, "loss_mask": 0.2575044371187687, "loss_rpn_cls": 0.044809551269281656, "loss_rpn_loc": 0.07483251151279546, "lr": 0.0001, "mask_rcnn/accuracy": 0.889400442569706, "mask_rcnn/false_negative": 0.09211406101727058, "mask_rcnn/false_positive": 0.1265427628699157, "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": 1.0134352231398225, "total_loss": 0.7890223537688144}
{"data_time": 0.0163983884267509, "eta_seconds": 223766.10691977665, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3578013239148785, "fast_rcnn/fg_cls_accuracy": 0.6040180764318696, "iteration": 45919, "loss_box_reg": 0.24065630324184895, "loss_cls": 0.2007019966840744, "loss_mask": 0.2709413953125477, "loss_rpn_cls": 0.04223149089375511, "loss_rpn_loc": 0.09026904462371022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804591932927017, "mask_rcnn/false_negative": 0.1036354183259401, "mask_rcnn/false_positive": 0.1425680447162424, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9832689696922898, "total_loss": 0.8333519321167842}
{"data_time": 0.019273597979918122, "eta_seconds": 223658.1801522663, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.29985232159145203, "fast_rcnn/fg_cls_accuracy": 0.6747302685032972, "iteration": 45939, "loss_box_reg": 0.24983725510537624, "loss_cls": 0.19782958552241325, "loss_mask": 0.2531585171818733, "loss_rpn_cls": 0.03890254278667271, "loss_rpn_loc": 0.07555271871387959, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854323941571218, "mask_rcnn/false_negative": 0.1001588492193122, "mask_rcnn/false_positive": 0.1248062648954662, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0202805660665035, "total_loss": 0.8363387559074908}
{"data_time": 0.018616593442857265, "eta_seconds": 223595.86128702387, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3444246031746032, "fast_rcnn/fg_cls_accuracy": 0.586073810176304, "iteration": 45959, "loss_box_reg": 0.23727384395897388, "loss_cls": 0.19771775789558887, "loss_mask": 0.2519733812659979, "loss_rpn_cls": 0.04179027630016208, "loss_rpn_loc": 0.09639936266466975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858159322039192, "mask_rcnn/false_negative": 0.10831486526179365, "mask_rcnn/false_positive": 0.13368988274973997, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9766978926490992, "total_loss": 0.8369290528353304}
{"data_time": 0.01710360706783831, "eta_seconds": 223591.0445938632, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33252032520325203, "fast_rcnn/fg_cls_accuracy": 0.63241138133842, "iteration": 45979, "loss_box_reg": 0.23326562624424696, "loss_cls": 0.19976484216749668, "loss_mask": 0.2489764653146267, "loss_rpn_cls": 0.03844038536772132, "loss_rpn_loc": 0.0728085464797914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935183071677728, "mask_rcnn/false_negative": 0.0991421722872641, "mask_rcnn/false_positive": 0.11319649722079864, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9718801400158554, "total_loss": 0.7941393107175827}
{"data_time": 0.01710999384522438, "eta_seconds": 223555.94058334827, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3736824724110411, "fast_rcnn/fg_cls_accuracy": 0.5934981894104981, "iteration": 45999, "loss_box_reg": 0.2401426713913679, "loss_cls": 0.19950305577367544, "loss_mask": 0.255530321970582, "loss_rpn_cls": 0.0455249611986801, "loss_rpn_loc": 0.08716774708591402, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867264434579538, "mask_rcnn/false_negative": 0.11476275883950107, "mask_rcnn/false_positive": 0.13632870406230463, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9926576151046902, "total_loss": 0.8404156914912164}
{"data_time": 0.016700953477993608, "eta_seconds": 223535.98023151048, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3209546232876712, "fast_rcnn/fg_cls_accuracy": 0.6624393550228311, "iteration": 46019, "loss_box_reg": 0.23299537412822247, "loss_cls": 0.18473372422158718, "loss_mask": 0.2534810733050108, "loss_rpn_cls": 0.03913452383130789, "loss_rpn_loc": 0.07876405399292707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807861627288966, "mask_rcnn/false_negative": 0.10073239784874473, "mask_rcnn/false_positive": 0.12389004240794876, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9963043930474669, "total_loss": 0.8063598691951483}
{"data_time": 0.02325147343799472, "eta_seconds": 223695.54992918856, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3115630193300096, "fast_rcnn/fg_cls_accuracy": 0.6453513923848335, "iteration": 46039, "loss_box_reg": 0.24683775193989277, "loss_cls": 0.22325368039309978, "loss_mask": 0.2745915334671736, "loss_rpn_cls": 0.040993368020281196, "loss_rpn_loc": 0.08206885680556297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8773643839505265, "mask_rcnn/false_negative": 0.11699056637781328, "mask_rcnn/false_positive": 0.11250006162940682, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0147839011624455, "total_loss": 0.857514530303888}
{"data_time": 0.014214324299246073, "eta_seconds": 223832.38534800708, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.323943661971831, "fast_rcnn/fg_cls_accuracy": 0.6350729495005918, "iteration": 46059, "loss_box_reg": 0.22458114940673113, "loss_cls": 0.18458067439496517, "loss_mask": 0.2529359832406044, "loss_rpn_cls": 0.03431923408061266, "loss_rpn_loc": 0.08149110991507769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901680462074387, "mask_rcnn/false_negative": 0.10730207726735938, "mask_rcnn/false_positive": 0.1135919699722154, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0044417805038393, "total_loss": 0.7856068382388912}
{"data_time": 0.015316484961658716, "eta_seconds": 223655.59716084972, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3625437062937063, "fast_rcnn/fg_cls_accuracy": 0.5926026283701396, "iteration": 46079, "loss_box_reg": 0.2353245634585619, "loss_cls": 0.20820230897516012, "loss_mask": 0.2508345879614353, "loss_rpn_cls": 0.03853812022134662, "loss_rpn_loc": 0.062077156733721495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932871927179963, "mask_rcnn/false_negative": 0.09529046994321089, "mask_rcnn/false_positive": 0.12431366265328303, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.972402328858152, "total_loss": 0.7879798815120012}
{"data_time": 0.021043888991698623, "eta_seconds": 223818.4057354927, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3162707026255538, "fast_rcnn/fg_cls_accuracy": 0.6567098887293611, "iteration": 46099, "loss_box_reg": 0.2350157778710127, "loss_cls": 0.18632451817393303, "loss_mask": 0.24703666754066944, "loss_rpn_cls": 0.0336668468080461, "loss_rpn_loc": 0.0693680567201227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924984143476589, "mask_rcnn/false_negative": 0.09740208025509581, "mask_rcnn/false_positive": 0.10710448162686528, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0029953748453408, "total_loss": 0.8217181239742786}
{"data_time": 0.026427281321957707, "eta_seconds": 224114.60384003818, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.27161159003831414, "fast_rcnn/fg_cls_accuracy": 0.6898693647540983, "iteration": 46119, "loss_box_reg": 0.22914023138582706, "loss_cls": 0.18845208268612623, "loss_mask": 0.2424583025276661, "loss_rpn_cls": 0.03709691157564521, "loss_rpn_loc": 0.07265899633057415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973160518912588, "mask_rcnn/false_negative": 0.08859269760883387, "mask_rcnn/false_positive": 0.11036359782184299, "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": 1.0161318343598396, "total_loss": 0.759913008660078}
{"data_time": 0.015390166081488132, "eta_seconds": 223841.74846922513, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.38455866863282073, "fast_rcnn/fg_cls_accuracy": 0.5677181418706843, "iteration": 46139, "loss_box_reg": 0.24430041946470737, "loss_cls": 0.18729982525110245, "loss_mask": 0.23376818746328354, "loss_rpn_cls": 0.036454328685067594, "loss_rpn_loc": 0.06681313132867217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863170268107243, "mask_rcnn/false_negative": 0.10147060498939373, "mask_rcnn/false_positive": 0.12322336127295311, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9583815818186849, "total_loss": 0.7751731154276058}
{"data_time": 0.02542613330297172, "eta_seconds": 223773.05058788508, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3803718022872335, "fast_rcnn/fg_cls_accuracy": 0.5610755861616659, "iteration": 46159, "loss_box_reg": 0.22559151984751225, "loss_cls": 0.18836459796875715, "loss_mask": 0.23706209659576416, "loss_rpn_cls": 0.03707536589354277, "loss_rpn_loc": 0.06991299684159458, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903721957132267, "mask_rcnn/false_negative": 0.09386796269382924, "mask_rcnn/false_positive": 0.12556138675309358, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9853799603879452, "total_loss": 0.7887117876671255}
{"data_time": 0.016744046937674284, "eta_seconds": 223712.4430141598, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.33532870638133794, "fast_rcnn/fg_cls_accuracy": 0.6357178823190908, "iteration": 46179, "loss_box_reg": 0.2382900808006525, "loss_cls": 0.1990805622190237, "loss_mask": 0.2619792390614748, "loss_rpn_cls": 0.03875485062599182, "loss_rpn_loc": 0.08884863485582173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866999795070383, "mask_rcnn/false_negative": 0.09839664795996772, "mask_rcnn/false_positive": 0.12997657567607518, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 206.625, "rpn/num_pos_anchors": 49.375, "time": 0.9921660795807838, "total_loss": 0.8559575345134363}
{"data_time": 0.0153485843911767, "eta_seconds": 223535.7388558332, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3212460159961513, "fast_rcnn/fg_cls_accuracy": 0.6277310924369748, "iteration": 46199, "loss_box_reg": 0.2238313239067793, "loss_cls": 0.18293810356408358, "loss_mask": 0.24267605878412724, "loss_rpn_cls": 0.03651094273664057, "loss_rpn_loc": 0.07056181645020843, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032431137902857, "mask_rcnn/false_negative": 0.08840523839956699, "mask_rcnn/false_positive": 0.1084971732575821, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9687740518711507, "total_loss": 0.7764538840856403}
{"data_time": 0.022328997729346156, "eta_seconds": 223510.3467460163, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.30052988425006877, "fast_rcnn/fg_cls_accuracy": 0.6628131021194605, "iteration": 46219, "loss_box_reg": 0.21385340206325054, "loss_cls": 0.1836430672556162, "loss_mask": 0.252373818308115, "loss_rpn_cls": 0.043392898282036185, "loss_rpn_loc": 0.06061020423658192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841436341436342, "mask_rcnn/false_negative": 0.09904734701221601, "mask_rcnn/false_positive": 0.13445426497912943, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9726757518947124, "total_loss": 0.7513619145611301}
{"data_time": 0.021962753497064114, "eta_seconds": 223446.55517837033, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.28931962025316454, "fast_rcnn/fg_cls_accuracy": 0.6507417993738941, "iteration": 46239, "loss_box_reg": 0.22980960458517075, "loss_cls": 0.19553100131452084, "loss_mask": 0.252415144816041, "loss_rpn_cls": 0.04256553249433637, "loss_rpn_loc": 0.06212225905619562, "lr": 0.0001, "mask_rcnn/accuracy": 0.9102253599667479, "mask_rcnn/false_negative": 0.09510660744306279, "mask_rcnn/false_positive": 0.09249805849654116, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.9753755431156605, "total_loss": 0.7922788369469345}
{"data_time": 0.01700042630545795, "eta_seconds": 223508.17150538787, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.33376373626373623, "fast_rcnn/fg_cls_accuracy": 0.6320918709536127, "iteration": 46259, "loss_box_reg": 0.2363368822261691, "loss_cls": 0.19101137295365334, "loss_mask": 0.24823473393917084, "loss_rpn_cls": 0.040486150654032826, "loss_rpn_loc": 0.07791486941277981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855936642035837, "mask_rcnn/false_negative": 0.09986416571138927, "mask_rcnn/false_positive": 0.13746900800947806, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0188617513049394, "total_loss": 0.8081718006869778}
{"data_time": 0.020109600853174925, "eta_seconds": 223450.41904557496, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28832046332046335, "fast_rcnn/fg_cls_accuracy": 0.6599624060150375, "iteration": 46279, "loss_box_reg": 0.22217533364892006, "loss_cls": 0.1864379532635212, "loss_mask": 0.24302690103650093, "loss_rpn_cls": 0.04096529050730169, "loss_rpn_loc": 0.07672122295480222, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002678835560627, "mask_rcnn/false_negative": 0.08179924748922202, "mask_rcnn/false_positive": 0.1147319250264205, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9979837348219007, "total_loss": 0.7587563588749617}
{"data_time": 0.017339368583634496, "eta_seconds": 223256.5353057813, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.33045664206642067, "fast_rcnn/fg_cls_accuracy": 0.6115790655884996, "iteration": 46299, "loss_box_reg": 0.24417788814753294, "loss_cls": 0.1982937464490533, "loss_mask": 0.253204308450222, "loss_rpn_cls": 0.038224522257223725, "loss_rpn_loc": 0.07727773441001773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850532386867791, "mask_rcnn/false_negative": 0.09973232878746141, "mask_rcnn/false_positive": 0.114583900010537, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9822216564789414, "total_loss": 0.8405211756471545}
{"data_time": 0.017950012581422925, "eta_seconds": 223251.69562876225, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.41649796992051236, "fast_rcnn/fg_cls_accuracy": 0.5220674918950781, "iteration": 46319, "loss_box_reg": 0.2444721981883049, "loss_cls": 0.19725350104272366, "loss_mask": 0.2689235731959343, "loss_rpn_cls": 0.03634694323409349, "loss_rpn_loc": 0.07673017773777246, "lr": 0.0001, "mask_rcnn/accuracy": 0.874789689224946, "mask_rcnn/false_negative": 0.10987100063320367, "mask_rcnn/false_positive": 0.14115530091887524, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0035064422991127, "total_loss": 0.810512640979141}
{"data_time": 0.01675573317334056, "eta_seconds": 223093.82719124667, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3016100760510022, "fast_rcnn/fg_cls_accuracy": 0.6837557603686636, "iteration": 46339, "loss_box_reg": 0.20790638960897923, "loss_cls": 0.16944503970444202, "loss_mask": 0.25202332623302937, "loss_rpn_cls": 0.04616990895010531, "loss_rpn_loc": 0.07085528457537293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829574714974708, "mask_rcnn/false_negative": 0.09906106414589658, "mask_rcnn/false_positive": 0.12471301163438986, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.960253179538995, "total_loss": 0.7500815470702946}
{"data_time": 0.022393353981897235, "eta_seconds": 222925.6028495077, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3510928961748634, "fast_rcnn/fg_cls_accuracy": 0.629893699766658, "iteration": 46359, "loss_box_reg": 0.22209524177014828, "loss_cls": 0.19208666309714317, "loss_mask": 0.24852255918085575, "loss_rpn_cls": 0.04198247380554676, "loss_rpn_loc": 0.07957192696630955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912592011370922, "mask_rcnn/false_negative": 0.09211639047856388, "mask_rcnn/false_positive": 0.1195785767653429, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9905056818388402, "total_loss": 0.8396522516850382}
{"data_time": 0.02284452156163752, "eta_seconds": 222986.2632794492, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31503654175089413, "fast_rcnn/fg_cls_accuracy": 0.6763438797223288, "iteration": 46379, "loss_box_reg": 0.23534559831023216, "loss_cls": 0.1874420023523271, "loss_mask": 0.2504331525415182, "loss_rpn_cls": 0.04193476669024676, "loss_rpn_loc": 0.08312989736441523, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993292481618895, "mask_rcnn/false_negative": 0.08801748051277095, "mask_rcnn/false_positive": 0.12455676732440368, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.017621053615585, "total_loss": 0.7992062328848988}
{"data_time": 0.01452348311431706, "eta_seconds": 222672.0848475583, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31118231987996237, "fast_rcnn/fg_cls_accuracy": 0.6480703392468099, "iteration": 46399, "loss_box_reg": 0.2161350604146719, "loss_cls": 0.17736360989511013, "loss_mask": 0.25188254937529564, "loss_rpn_cls": 0.035729576484300196, "loss_rpn_loc": 0.07324656937271357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881053111937783, "mask_rcnn/false_negative": 0.09760009443305626, "mask_rcnn/false_positive": 0.12072694162922412, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9753456357866526, "total_loss": 0.755956394074019}
{"data_time": 0.01423860783688724, "eta_seconds": 222573.82606614847, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3446476560167214, "fast_rcnn/fg_cls_accuracy": 0.6339613698305486, "iteration": 46419, "loss_box_reg": 0.24740265309810638, "loss_cls": 0.19397223182022572, "loss_mask": 0.2607924025505781, "loss_rpn_cls": 0.038342629792168736, "loss_rpn_loc": 0.06639216793701053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866410615282796, "mask_rcnn/false_negative": 0.09803073532346668, "mask_rcnn/false_positive": 0.12550053301234676, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9927805729676038, "total_loss": 0.848921041819267}
{"data_time": 0.01733899535611272, "eta_seconds": 222437.22763795406, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.34951918645734126, "fast_rcnn/fg_cls_accuracy": 0.6159363792296897, "iteration": 46439, "loss_box_reg": 0.22436075285077095, "loss_cls": 0.19840618036687374, "loss_mask": 0.25051786191761494, "loss_rpn_cls": 0.037357190856710076, "loss_rpn_loc": 0.07529337983578444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861469531474562, "mask_rcnn/false_negative": 0.10202474779057946, "mask_rcnn/false_positive": 0.12998847066639635, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0053214293438941, "total_loss": 0.7642544114496559}
{"data_time": 0.01540735992603004, "eta_seconds": 222495.23941834923, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3325956596230725, "fast_rcnn/fg_cls_accuracy": 0.634695579649708, "iteration": 46459, "loss_box_reg": 0.23090984299778938, "loss_cls": 0.20450752321630716, "loss_mask": 0.2495229635387659, "loss_rpn_cls": 0.038789319805800915, "loss_rpn_loc": 0.09034923161379993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823483692866672, "mask_rcnn/false_negative": 0.10988137983670682, "mask_rcnn/false_positive": 0.1284647992397583, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.0627403049729764, "total_loss": 0.81460205395706}
{"data_time": 0.023614481557160616, "eta_seconds": 222592.4168386683, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3376241721854305, "fast_rcnn/fg_cls_accuracy": 0.632737749682857, "iteration": 46479, "loss_box_reg": 0.24305078573524952, "loss_cls": 0.1892200382426381, "loss_mask": 0.25926105491817, "loss_rpn_cls": 0.034876012592576444, "loss_rpn_loc": 0.06860902230255306, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025092088117298, "mask_rcnn/false_negative": 0.0995116108745544, "mask_rcnn/false_positive": 0.10447604052504009, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0139224713202566, "total_loss": 0.7864918046980165}
{"data_time": 0.01470713154412806, "eta_seconds": 222635.41991065722, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.32346646867425155, "fast_rcnn/fg_cls_accuracy": 0.611809652771061, "iteration": 46499, "loss_box_reg": 0.23767169658094645, "loss_cls": 0.19131961185485125, "loss_mask": 0.25597161427140236, "loss_rpn_cls": 0.04196208901703358, "loss_rpn_loc": 0.09737083991058171, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903054101387391, "mask_rcnn/false_negative": 0.09190404602842832, "mask_rcnn/false_positive": 0.12419055608065716, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9831451694481075, "total_loss": 0.7975961362244561}
{"data_time": 0.013994022505357862, "eta_seconds": 222552.58283422329, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.34574819194122375, "fast_rcnn/fg_cls_accuracy": 0.627016129032258, "iteration": 46519, "loss_box_reg": 0.23507350217550993, "loss_cls": 0.1921649631112814, "loss_mask": 0.258850397542119, "loss_rpn_cls": 0.03663180069997907, "loss_rpn_loc": 0.09035664098337293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834952947192702, "mask_rcnn/false_negative": 0.10363601661915686, "mask_rcnn/false_positive": 0.13840810242626483, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.99387649865821, "total_loss": 0.8257160870125517}
{"data_time": 0.022737029241397977, "eta_seconds": 222595.57464534882, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3231113956466069, "fast_rcnn/fg_cls_accuracy": 0.6642971033749667, "iteration": 46539, "loss_box_reg": 0.2376288641244173, "loss_cls": 0.20411177538335323, "loss_mask": 0.2543928287923336, "loss_rpn_cls": 0.048019124660640955, "loss_rpn_loc": 0.09066289942711592, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892691831566881, "mask_rcnn/false_negative": 0.0930662666879028, "mask_rcnn/false_positive": 0.12147726084822562, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0126906756777316, "total_loss": 0.8495543268509209}
{"data_time": 0.023277152329683304, "eta_seconds": 222395.7067891024, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.33197842309415115, "fast_rcnn/fg_cls_accuracy": 0.6078160341794421, "iteration": 46559, "loss_box_reg": 0.23075870797038078, "loss_cls": 0.18416244722902775, "loss_mask": 0.2603162098675966, "loss_rpn_cls": 0.04069047386292368, "loss_rpn_loc": 0.0726637679617852, "lr": 0.0001, "mask_rcnn/accuracy": 0.889199822096456, "mask_rcnn/false_negative": 0.09291813267500093, "mask_rcnn/false_positive": 0.13382107419665118, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.996097284834832, "total_loss": 0.7900054637575522}
{"data_time": 0.015949168941006064, "eta_seconds": 222492.83182755578, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3562315488614355, "fast_rcnn/fg_cls_accuracy": 0.6001101436429521, "iteration": 46579, "loss_box_reg": 0.2347460873425007, "loss_cls": 0.20552014745771885, "loss_mask": 0.249004565179348, "loss_rpn_cls": 0.03895082778763026, "loss_rpn_loc": 0.08049004967324436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819418087356894, "mask_rcnn/false_negative": 0.09905616363246478, "mask_rcnn/false_positive": 0.13507832591120536, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9898936410900205, "total_loss": 0.792412931099534}
{"data_time": 0.016089603304862976, "eta_seconds": 222319.5219639223, "fast_rcnn/cls_accuracy": 0.914794921875, "fast_rcnn/false_negative": 0.3853950103950104, "fast_rcnn/fg_cls_accuracy": 0.572602507624534, "iteration": 46599, "loss_box_reg": 0.2406831681728363, "loss_cls": 0.22011352144181728, "loss_mask": 0.25168374367058277, "loss_rpn_cls": 0.04424855159595609, "loss_rpn_loc": 0.07424987899139524, "lr": 0.0001, "mask_rcnn/accuracy": 0.879153099889412, "mask_rcnn/false_negative": 0.10692263648295985, "mask_rcnn/false_positive": 0.12816314623527086, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9797255240846425, "total_loss": 0.8491974747739732}
{"data_time": 0.017391461646184325, "eta_seconds": 222335.9872115543, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4069767441860465, "fast_rcnn/fg_cls_accuracy": 0.5431909131331096, "iteration": 46619, "loss_box_reg": 0.23152205534279346, "loss_cls": 0.19986061193048954, "loss_mask": 0.25955343432724476, "loss_rpn_cls": 0.045878821052610874, "loss_rpn_loc": 0.07628306746482849, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800281103490097, "mask_rcnn/false_negative": 0.1137057443547365, "mask_rcnn/false_positive": 0.12838775099224647, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.01480338932015, "total_loss": 0.8114535165950656}
{"data_time": 0.015578232472762465, "eta_seconds": 222316.08068570495, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.34541824563188284, "fast_rcnn/fg_cls_accuracy": 0.5962530413625304, "iteration": 46639, "loss_box_reg": 0.24206859804689884, "loss_cls": 0.19687567837536335, "loss_mask": 0.26244934648275375, "loss_rpn_cls": 0.04116833140142262, "loss_rpn_loc": 0.08885663072578609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905786605977125, "mask_rcnn/false_negative": 0.0917233455368027, "mask_rcnn/false_positive": 0.13398051702804226, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9644415471702814, "total_loss": 0.8431461837608367}
{"data_time": 0.016500374069437385, "eta_seconds": 222259.81215497945, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.36303760785088585, "fast_rcnn/fg_cls_accuracy": 0.6015816927477705, "iteration": 46659, "loss_box_reg": 0.24494649562984705, "loss_cls": 0.20111703872680664, "loss_mask": 0.24893570505082607, "loss_rpn_cls": 0.042098022531718016, "loss_rpn_loc": 0.07747497304808348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840988330478634, "mask_rcnn/false_negative": 0.08445142906575202, "mask_rcnn/false_positive": 0.13359245199040892, "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": 0.9979263469576836, "total_loss": 0.8359611770138144}
{"data_time": 0.017483980860561132, "eta_seconds": 222208.44693940133, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3135838689225644, "fast_rcnn/fg_cls_accuracy": 0.6680051217662635, "iteration": 46679, "loss_box_reg": 0.24205359816551208, "loss_cls": 0.1970418570563197, "loss_mask": 0.24656516127288342, "loss_rpn_cls": 0.041192066855728626, "loss_rpn_loc": 0.07082060631364584, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047642014887199, "mask_rcnn/false_negative": 0.08574991361585634, "mask_rcnn/false_positive": 0.11983401877807542, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9984482792206109, "total_loss": 0.8026976492255926}
{"data_time": 0.02234310796484351, "eta_seconds": 222098.23334950488, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33211143695014667, "fast_rcnn/fg_cls_accuracy": 0.5954708374063212, "iteration": 46699, "loss_box_reg": 0.22924149874597788, "loss_cls": 0.1923084408044815, "loss_mask": 0.25915344804525375, "loss_rpn_cls": 0.03555557178333402, "loss_rpn_loc": 0.07116156746633351, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915013941203226, "mask_rcnn/false_negative": 0.08583021818502162, "mask_rcnn/false_positive": 0.1267342450543141, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.984154389007017, "total_loss": 0.8081266290973872}
{"data_time": 0.015090287895873189, "eta_seconds": 222303.9916560799, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33840619011461837, "fast_rcnn/fg_cls_accuracy": 0.6224270353302612, "iteration": 46719, "loss_box_reg": 0.2380128027871251, "loss_cls": 0.20588810555636883, "loss_mask": 0.2503251787275076, "loss_rpn_cls": 0.04414225276559591, "loss_rpn_loc": 0.06947758980095387, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906282511969377, "mask_rcnn/false_negative": 0.09436926450232169, "mask_rcnn/false_positive": 0.11447938857876747, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0113294878974557, "total_loss": 0.8250704717356712}
{"data_time": 0.015151330269873142, "eta_seconds": 222098.91804241575, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3220046082949309, "fast_rcnn/fg_cls_accuracy": 0.6466600529100529, "iteration": 46739, "loss_box_reg": 0.22051429841667414, "loss_cls": 0.18711581453680992, "loss_mask": 0.25627087242901325, "loss_rpn_cls": 0.03956858883611858, "loss_rpn_loc": 0.0763608228880912, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839543621491315, "mask_rcnn/false_negative": 0.09309161334719177, "mask_rcnn/false_positive": 0.14208786312499044, "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": 0.9588753047864884, "total_loss": 0.784428593236953}
{"data_time": 0.01839461922645569, "eta_seconds": 221933.07390748523, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32093048014478864, "fast_rcnn/fg_cls_accuracy": 0.6710123203555415, "iteration": 46759, "loss_box_reg": 0.21487427689135075, "loss_cls": 0.1974555253982544, "loss_mask": 0.2589035388082266, "loss_rpn_cls": 0.03922781359869987, "loss_rpn_loc": 0.07602568983566016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900901591937985, "mask_rcnn/false_negative": 0.08870335204423441, "mask_rcnn/false_positive": 0.1297085806306802, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9653608594089746, "total_loss": 0.7836272125132382}
{"data_time": 0.022658355999737978, "eta_seconds": 221846.7869825568, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3172915607524148, "fast_rcnn/fg_cls_accuracy": 0.6592771436932983, "iteration": 46779, "loss_box_reg": 0.20772466622292995, "loss_cls": 0.17859097383916378, "loss_mask": 0.24695123173296452, "loss_rpn_cls": 0.03583264636108652, "loss_rpn_loc": 0.06348820216953754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980261434264537, "mask_rcnn/false_negative": 0.09276059067325514, "mask_rcnn/false_positive": 0.11896846048841672, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9854306224733591, "total_loss": 0.746811180957593}
{"data_time": 0.01752525311894715, "eta_seconds": 221826.91001929343, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3084029377880184, "fast_rcnn/fg_cls_accuracy": 0.6638946280991735, "iteration": 46799, "loss_box_reg": 0.24310281313955784, "loss_cls": 0.20521212834864855, "loss_mask": 0.24883263930678368, "loss_rpn_cls": 0.03785287367645651, "loss_rpn_loc": 0.07283931865822524, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023335885580783, "mask_rcnn/false_negative": 0.09014097566731882, "mask_rcnn/false_positive": 0.11033802581599851, "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": 1.0213750905822963, "total_loss": 0.8241771509638056}
{"data_time": 0.01549939182586968, "eta_seconds": 221786.76161036827, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31550752625591916, "fast_rcnn/fg_cls_accuracy": 0.6290933026164226, "iteration": 46819, "loss_box_reg": 0.22756575047969818, "loss_cls": 0.1871993988752365, "loss_mask": 0.2468718197196722, "loss_rpn_cls": 0.03535848297178745, "loss_rpn_loc": 0.07776065124198794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877656093441181, "mask_rcnn/false_negative": 0.09568919415256455, "mask_rcnn/false_positive": 0.1265993112796749, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9728044809307903, "total_loss": 0.7702430417994037}
{"data_time": 0.013526973547413945, "eta_seconds": 221715.00872075558, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3428484225406413, "fast_rcnn/fg_cls_accuracy": 0.6294644898705812, "iteration": 46839, "loss_box_reg": 0.22827078215777874, "loss_cls": 0.18304654490202665, "loss_mask": 0.250048965215683, "loss_rpn_cls": 0.03848514542914927, "loss_rpn_loc": 0.06411836598999798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854188512116494, "mask_rcnn/false_negative": 0.09381270926839941, "mask_rcnn/false_positive": 0.12306384441564222, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9881423118058592, "total_loss": 0.7548857948277146}
{"data_time": 0.021819401066750288, "eta_seconds": 221702.30728049297, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3480289330922242, "fast_rcnn/fg_cls_accuracy": 0.62654156132417, "iteration": 46859, "loss_box_reg": 0.2470587119460106, "loss_cls": 0.20064904913306236, "loss_mask": 0.25854196585714817, "loss_rpn_cls": 0.045969546772539616, "loss_rpn_loc": 0.08400351600721478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893111965796352, "mask_rcnn/false_negative": 0.09749565662973272, "mask_rcnn/false_positive": 0.13591664149109625, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9943959754891694, "total_loss": 0.8610067644622177}
{"data_time": 0.015402259537950158, "eta_seconds": 221714.04970610514, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.38091979195182046, "fast_rcnn/fg_cls_accuracy": 0.6066869073986512, "iteration": 46879, "loss_box_reg": 0.2511928351595998, "loss_cls": 0.21358349360525608, "loss_mask": 0.26081670820713043, "loss_rpn_cls": 0.04050845210440457, "loss_rpn_loc": 0.08189091016538441, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831511533579203, "mask_rcnn/false_negative": 0.0967803624790177, "mask_rcnn/false_positive": 0.12654098891897825, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0381055981852114, "total_loss": 0.8598526361165568}
{"data_time": 0.015230931574478745, "eta_seconds": 221694.17573248502, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.37530485680440384, "fast_rcnn/fg_cls_accuracy": 0.612087235444053, "iteration": 46899, "loss_box_reg": 0.24852706864476204, "loss_cls": 0.21451479475945234, "loss_mask": 0.25800097174942493, "loss_rpn_cls": 0.04053302214015275, "loss_rpn_loc": 0.0758287557400763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890441949759558, "mask_rcnn/false_negative": 0.1023850121295341, "mask_rcnn/false_positive": 0.1213670301282957, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0007031729910523, "total_loss": 0.8600348958279938}
{"data_time": 0.014985625632107258, "eta_seconds": 221775.591601599, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.33733738340697106, "fast_rcnn/fg_cls_accuracy": 0.6284210849288169, "iteration": 46919, "loss_box_reg": 0.21705387067049742, "loss_cls": 0.18604698218405247, "loss_mask": 0.2464877236634493, "loss_rpn_cls": 0.04121571336872876, "loss_rpn_loc": 0.07090610545128584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883388125365088, "mask_rcnn/false_negative": 0.09534254869467966, "mask_rcnn/false_positive": 0.12358564652583139, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0024783527478576, "total_loss": 0.7561965849017724}
{"data_time": 0.011741701746359468, "eta_seconds": 221686.98404263705, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3239272030651341, "fast_rcnn/fg_cls_accuracy": 0.6449808429118774, "iteration": 46939, "loss_box_reg": 0.25151107739657164, "loss_cls": 0.2082069329917431, "loss_mask": 0.26256965287029743, "loss_rpn_cls": 0.037210370297543705, "loss_rpn_loc": 0.07563973724609241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910962443901549, "mask_rcnn/false_negative": 0.09461242214058123, "mask_rcnn/false_positive": 0.12286496587717236, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0003812371287495, "total_loss": 0.8273621179396287}
{"data_time": 0.016113751102238894, "eta_seconds": 221688.9465933293, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2984171122994652, "fast_rcnn/fg_cls_accuracy": 0.6720538082607048, "iteration": 46959, "loss_box_reg": 0.2210015319287777, "loss_cls": 0.1815901454538107, "loss_mask": 0.2358337976038456, "loss_rpn_cls": 0.03844186954665929, "loss_rpn_loc": 0.06908001098781824, "lr": 0.0001, "mask_rcnn/accuracy": 0.892136463411477, "mask_rcnn/false_negative": 0.10160019735177384, "mask_rcnn/false_positive": 0.10630891882171555, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9653855990618467, "total_loss": 0.7293283938197419}
{"data_time": 0.01875723688863218, "eta_seconds": 221769.71133340616, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3634225486743472, "fast_rcnn/fg_cls_accuracy": 0.6180773502003767, "iteration": 46979, "loss_box_reg": 0.246927747502923, "loss_cls": 0.20771139301359653, "loss_mask": 0.2547599896788597, "loss_rpn_cls": 0.038303416687995195, "loss_rpn_loc": 0.0889704436995089, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862715348110637, "mask_rcnn/false_negative": 0.09003770796921436, "mask_rcnn/false_positive": 0.12762474805080637, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9832860403694212, "total_loss": 0.8335501863621175}
{"data_time": 0.022630986059084535, "eta_seconds": 221883.2554195542, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3111231372736623, "fast_rcnn/fg_cls_accuracy": 0.6655737543749263, "iteration": 46999, "loss_box_reg": 0.2462242627516389, "loss_cls": 0.20951182954013348, "loss_mask": 0.2649954967200756, "loss_rpn_cls": 0.03633916954277083, "loss_rpn_loc": 0.07444138266146183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917610098967031, "mask_rcnn/false_negative": 0.09378608856285936, "mask_rcnn/false_positive": 0.12701486716036414, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0239243130199611, "total_loss": 0.8251665523275733}
{"data_time": 0.016410339856520295, "eta_seconds": 221826.80692886468, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31518055115616095, "fast_rcnn/fg_cls_accuracy": 0.6464646464646464, "iteration": 47019, "loss_box_reg": 0.23554225359112024, "loss_cls": 0.19041862897574902, "loss_mask": 0.2567820344120264, "loss_rpn_cls": 0.035754455951973796, "loss_rpn_loc": 0.07241388410329819, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973793675954278, "mask_rcnn/false_negative": 0.10193277012648405, "mask_rcnn/false_positive": 0.11430690122710752, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.9827726711519063, "total_loss": 0.7797255620826036}
{"data_time": 0.018698135390877724, "eta_seconds": 221656.2932736799, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.325379418653453, "fast_rcnn/fg_cls_accuracy": 0.6265977011494253, "iteration": 47039, "loss_box_reg": 0.22733725793659687, "loss_cls": 0.19946386851370335, "loss_mask": 0.24167556129395962, "loss_rpn_cls": 0.033686539507471025, "loss_rpn_loc": 0.07143320562317967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817130703676436, "mask_rcnn/false_negative": 0.09603755707222453, "mask_rcnn/false_positive": 0.12487458196327955, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9775657632853836, "total_loss": 0.7435275632888079}
{"data_time": 0.014945413451641798, "eta_seconds": 221508.41775537003, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3445098039215686, "fast_rcnn/fg_cls_accuracy": 0.6328014695835674, "iteration": 47059, "loss_box_reg": 0.2227627169340849, "loss_cls": 0.19181822054088116, "loss_mask": 0.251096760854125, "loss_rpn_cls": 0.04098469717428088, "loss_rpn_loc": 0.07473100209608674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827380952380952, "mask_rcnn/false_negative": 0.09180994885735855, "mask_rcnn/false_positive": 0.1323341563225823, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9629684549290687, "total_loss": 0.7788945088977925}
{"data_time": 0.018575796857476234, "eta_seconds": 221547.84579388797, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.33888746475262754, "fast_rcnn/fg_cls_accuracy": 0.6075683988095897, "iteration": 47079, "loss_box_reg": 0.21635524090379477, "loss_cls": 0.18684157636016607, "loss_mask": 0.24561521410942078, "loss_rpn_cls": 0.034395506139844656, "loss_rpn_loc": 0.07808162667788565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955031677884483, "mask_rcnn/false_negative": 0.09448700995831562, "mask_rcnn/false_positive": 0.11368332311700577, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0131048986222595, "total_loss": 0.7583020909223706}
{"data_time": 0.015687829116359353, "eta_seconds": 221477.2202827502, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3405924584806509, "fast_rcnn/fg_cls_accuracy": 0.6291962630545307, "iteration": 47099, "loss_box_reg": 0.2422793172299862, "loss_cls": 0.19468400534242392, "loss_mask": 0.2583404742181301, "loss_rpn_cls": 0.03446476859971881, "loss_rpn_loc": 0.08380223740823567, "lr": 0.0001, "mask_rcnn/accuracy": 0.884497210328273, "mask_rcnn/false_negative": 0.09873168053681139, "mask_rcnn/false_positive": 0.13080560885905054, "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": 0.9975434259977192, "total_loss": 0.8015503477072343}
{"data_time": 0.014338703127577901, "eta_seconds": 221433.17225906998, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3433391654529993, "fast_rcnn/fg_cls_accuracy": 0.6286519983969816, "iteration": 47119, "loss_box_reg": 0.22791704162955284, "loss_cls": 0.18847754783928394, "loss_mask": 0.2568550668656826, "loss_rpn_cls": 0.04273741110228002, "loss_rpn_loc": 0.08557880169246346, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882027833259725, "mask_rcnn/false_negative": 0.10703269125280873, "mask_rcnn/false_positive": 0.12678107572529257, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9937540176324546, "total_loss": 0.8074027441907674}
{"data_time": 0.021270210621878505, "eta_seconds": 221424.11132262554, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3070355731225296, "fast_rcnn/fg_cls_accuracy": 0.6456126482213438, "iteration": 47139, "loss_box_reg": 0.23426738195121288, "loss_cls": 0.20956292003393173, "loss_mask": 0.2632728721946478, "loss_rpn_cls": 0.03861219948157668, "loss_rpn_loc": 0.08403640170581639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829030988229101, "mask_rcnn/false_negative": 0.10208909060832237, "mask_rcnn/false_positive": 0.131391333331931, "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": 0.9793336361180991, "total_loss": 0.8577441922388971}
{"data_time": 0.01764758420176804, "eta_seconds": 221404.24018277787, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3536720697120195, "fast_rcnn/fg_cls_accuracy": 0.6242138882486583, "iteration": 47159, "loss_box_reg": 0.24784785322844982, "loss_cls": 0.19727098383009434, "loss_mask": 0.26586364209651947, "loss_rpn_cls": 0.03865276090800762, "loss_rpn_loc": 0.09482907818164676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818264762561138, "mask_rcnn/false_negative": 0.10857973208479643, "mask_rcnn/false_positive": 0.12272615931519622, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.00181850255467, "total_loss": 0.8405933420872316}
{"data_time": 0.014730674447491765, "eta_seconds": 221304.82496561948, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3326746840186693, "fast_rcnn/fg_cls_accuracy": 0.6200558419243987, "iteration": 47179, "loss_box_reg": 0.23808827437460423, "loss_cls": 0.1922387322410941, "loss_mask": 0.2548960652202368, "loss_rpn_cls": 0.03631834976840764, "loss_rpn_loc": 0.0746961492113769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842687803195486, "mask_rcnn/false_negative": 0.10645582794000463, "mask_rcnn/false_positive": 0.13420083913966735, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9680913053452969, "total_loss": 0.8034856473095715}
{"data_time": 0.017289094626903534, "eta_seconds": 221284.9609655328, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2873814127741857, "fast_rcnn/fg_cls_accuracy": 0.6650765063110264, "iteration": 47199, "loss_box_reg": 0.21447089966386557, "loss_cls": 0.18230375368148088, "loss_mask": 0.23808971233665943, "loss_rpn_cls": 0.04139252786990255, "loss_rpn_loc": 0.06554053083527833, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998034094590217, "mask_rcnn/false_negative": 0.10199511463853796, "mask_rcnn/false_positive": 0.1140113451656069, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9824966352898628, "total_loss": 0.761548459995538}
{"data_time": 0.017485605785623193, "eta_seconds": 221349.44517601747, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29372937293729373, "fast_rcnn/fg_cls_accuracy": 0.6799282689482327, "iteration": 47219, "loss_box_reg": 0.23852431401610374, "loss_cls": 0.19696048367768526, "loss_mask": 0.2504858002066612, "loss_rpn_cls": 0.038680838770233095, "loss_rpn_loc": 0.07010074658319354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004129860899583, "mask_rcnn/false_negative": 0.09148345229547195, "mask_rcnn/false_positive": 0.11204402233086969, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.017446057870984, "total_loss": 0.8077881353674456}
{"data_time": 0.01645542006008327, "eta_seconds": 221511.16893834434, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3644796380090498, "fast_rcnn/fg_cls_accuracy": 0.611250654107797, "iteration": 47239, "loss_box_reg": 0.25096163153648376, "loss_cls": 0.2150026075541973, "loss_mask": 0.26199218817055225, "loss_rpn_cls": 0.03287602122873068, "loss_rpn_loc": 0.07512312708422542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840587057007865, "mask_rcnn/false_negative": 0.09829455239787557, "mask_rcnn/false_positive": 0.1297220295639376, "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": 1.0112137515097857, "total_loss": 0.821994502315647}
{"data_time": 0.015988976694643497, "eta_seconds": 221440.42521710973, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3338767071546429, "fast_rcnn/fg_cls_accuracy": 0.6431097686906238, "iteration": 47259, "loss_box_reg": 0.23006914742290974, "loss_cls": 0.18858044687658548, "loss_mask": 0.2440523523837328, "loss_rpn_cls": 0.03810627129860222, "loss_rpn_loc": 0.07240129471756518, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032647682652606, "mask_rcnn/false_negative": 0.0897340874998991, "mask_rcnn/false_positive": 0.10874683815133909, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0096616740338504, "total_loss": 0.7745181998470798}
{"data_time": 0.022812505951151252, "eta_seconds": 221375.30871212482, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34544144298414603, "fast_rcnn/fg_cls_accuracy": 0.6375707516124787, "iteration": 47279, "loss_box_reg": 0.22262150794267654, "loss_cls": 0.19576452765613794, "loss_mask": 0.25404360704123974, "loss_rpn_cls": 0.034817460109479725, "loss_rpn_loc": 0.06580852309707552, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949118820063237, "mask_rcnn/false_negative": 0.09320321456415587, "mask_rcnn/false_positive": 0.10708078648992672, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9984269787091762, "total_loss": 0.7817641352303326}
{"data_time": 0.022742556873708963, "eta_seconds": 221451.5053087147, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.42826315598592823, "fast_rcnn/fg_cls_accuracy": 0.5237517737517738, "iteration": 47299, "loss_box_reg": 0.20840459875762463, "loss_cls": 0.18672342225909233, "loss_mask": 0.24099266901612282, "loss_rpn_cls": 0.03599904145812616, "loss_rpn_loc": 0.06555832701269537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978190791870038, "mask_rcnn/false_negative": 0.0870273681105108, "mask_rcnn/false_positive": 0.11807088537292112, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0073130349628627, "total_loss": 0.742938922252506}
{"data_time": 0.01790071651339531, "eta_seconds": 221479.21537240967, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.34392704026948395, "fast_rcnn/fg_cls_accuracy": 0.6367803552289082, "iteration": 47319, "loss_box_reg": 0.23163306154310703, "loss_cls": 0.1849191840738058, "loss_mask": 0.24575654044747353, "loss_rpn_cls": 0.04040880361571908, "loss_rpn_loc": 0.08738918014569208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872359039769755, "mask_rcnn/false_negative": 0.10614598831310552, "mask_rcnn/false_positive": 0.1167137244598938, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0003889184445143, "total_loss": 0.8051041020080447}
{"data_time": 0.01535308500751853, "eta_seconds": 221544.95807945263, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.323982886664514, "fast_rcnn/fg_cls_accuracy": 0.6068305878943047, "iteration": 47339, "loss_box_reg": 0.24173552356660366, "loss_cls": 0.19486816134303808, "loss_mask": 0.2652384005486965, "loss_rpn_cls": 0.045033434173092246, "loss_rpn_loc": 0.08012214675545692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859816083498421, "mask_rcnn/false_negative": 0.08420571304211215, "mask_rcnn/false_positive": 0.12264433684284183, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9740926581434906, "total_loss": 0.8298329783137888}
{"data_time": 0.01843824121169746, "eta_seconds": 221531.8315716833, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.37412587412587417, "fast_rcnn/fg_cls_accuracy": 0.6161600496277916, "iteration": 47359, "loss_box_reg": 0.20808801800012589, "loss_cls": 0.17575817089527845, "loss_mask": 0.2482592575252056, "loss_rpn_cls": 0.04118717764504254, "loss_rpn_loc": 0.07803541957400739, "lr": 0.0001, "mask_rcnn/accuracy": 0.895443046449349, "mask_rcnn/false_negative": 0.09567988978974479, "mask_rcnn/false_positive": 0.1212357255978036, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9900239100679755, "total_loss": 0.7494594736490399}
{"data_time": 0.016580705530941486, "eta_seconds": 221465.23006399628, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.34217349770277034, "fast_rcnn/fg_cls_accuracy": 0.6021217427129467, "iteration": 47379, "loss_box_reg": 0.2247620765119791, "loss_cls": 0.1889309035614133, "loss_mask": 0.24260790459811687, "loss_rpn_cls": 0.050132521195337176, "loss_rpn_loc": 0.0956421559676528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796650181182941, "mask_rcnn/false_negative": 0.09141388032379813, "mask_rcnn/false_positive": 0.13150593541745703, "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": 0.985367437126115, "total_loss": 0.8318283813714515}
{"data_time": 0.014539614552631974, "eta_seconds": 221485.25854884647, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3310577819198509, "fast_rcnn/fg_cls_accuracy": 0.6307994757536042, "iteration": 47399, "loss_box_reg": 0.24223573692142963, "loss_cls": 0.19934452325105667, "loss_mask": 0.258167278021574, "loss_rpn_cls": 0.046978102531284094, "loss_rpn_loc": 0.09314142679795623, "lr": 0.0001, "mask_rcnn/accuracy": 0.888171009899766, "mask_rcnn/false_negative": 0.09341472208187965, "mask_rcnn/false_positive": 0.11457663742784792, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9865584929939359, "total_loss": 0.8639547288184986}
{"data_time": 0.016210063826292753, "eta_seconds": 221472.13021570817, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31232152300370175, "fast_rcnn/fg_cls_accuracy": 0.6856292966684294, "iteration": 47419, "loss_box_reg": 0.2363093476742506, "loss_cls": 0.19371439702808857, "loss_mask": 0.2459897343069315, "loss_rpn_cls": 0.03828489012084901, "loss_rpn_loc": 0.06540254061110318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975514826935895, "mask_rcnn/false_negative": 0.07739349879106316, "mask_rcnn/false_positive": 0.12542460701773187, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9984327028505504, "total_loss": 0.769024659646675}
{"data_time": 0.014039552304893732, "eta_seconds": 221312.29017291218, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3206628934053683, "fast_rcnn/fg_cls_accuracy": 0.6521626521626522, "iteration": 47439, "loss_box_reg": 0.24674910306930542, "loss_cls": 0.1924472665414214, "loss_mask": 0.2514033690094948, "loss_rpn_cls": 0.035997210477944463, "loss_rpn_loc": 0.06794848665595055, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038297226563317, "mask_rcnn/false_negative": 0.0942716905118484, "mask_rcnn/false_positive": 0.10340822821536422, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9813766083680093, "total_loss": 0.8175676039827522}
{"data_time": 0.019516175612807274, "eta_seconds": 221150.01908392645, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3247584541062802, "fast_rcnn/fg_cls_accuracy": 0.6498984701148991, "iteration": 47459, "loss_box_reg": 0.23494786024093628, "loss_cls": 0.20254386495798826, "loss_mask": 0.24475199915468693, "loss_rpn_cls": 0.03661170648410916, "loss_rpn_loc": 0.0781329499441199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994687951238312, "mask_rcnn/false_negative": 0.0909201046364384, "mask_rcnn/false_positive": 0.11563341085189746, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.982618911890313, "total_loss": 0.8192445491440594}
{"data_time": 0.01692772493697703, "eta_seconds": 221014.67166779563, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.31960045662100456, "fast_rcnn/fg_cls_accuracy": 0.6791495433789954, "iteration": 47479, "loss_box_reg": 0.22674708999693394, "loss_cls": 0.18720048666000366, "loss_mask": 0.23733447678387165, "loss_rpn_cls": 0.04257773933932185, "loss_rpn_loc": 0.0792507219593972, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014579309914943, "mask_rcnn/false_negative": 0.08740404142224961, "mask_rcnn/false_positive": 0.12328530687836689, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9838505641091615, "total_loss": 0.7676849092822522}
{"data_time": 0.025514696026220918, "eta_seconds": 221110.26892322116, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.37402140727277045, "fast_rcnn/fg_cls_accuracy": 0.6088234076894425, "iteration": 47499, "loss_box_reg": 0.21698569506406784, "loss_cls": 0.18371075578033924, "loss_mask": 0.24298877455294132, "loss_rpn_cls": 0.04127520159818232, "loss_rpn_loc": 0.08328238222748041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878001053855378, "mask_rcnn/false_negative": 0.09658210489045865, "mask_rcnn/false_positive": 0.11846065103313314, "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": 1.0047821996267885, "total_loss": 0.7849558910820633}
{"data_time": 0.0157228026073426, "eta_seconds": 221067.96494269744, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3490008443568815, "fast_rcnn/fg_cls_accuracy": 0.6347757046447002, "iteration": 47519, "loss_box_reg": 0.24182770168408751, "loss_cls": 0.19272197037935257, "loss_mask": 0.2573146615177393, "loss_rpn_cls": 0.031844027689658105, "loss_rpn_loc": 0.07559273962397128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991735002558676, "mask_rcnn/false_negative": 0.08950913805494078, "mask_rcnn/false_positive": 0.11604483775828736, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9796333306003362, "total_loss": 0.8283951707417145}
{"data_time": 0.014446480199694633, "eta_seconds": 220955.07756254636, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3537046499744507, "fast_rcnn/fg_cls_accuracy": 0.5708531483069567, "iteration": 47539, "loss_box_reg": 0.24149648658931255, "loss_cls": 0.18590330053120852, "loss_mask": 0.2638776432722807, "loss_rpn_cls": 0.035965879214927554, "loss_rpn_loc": 0.06609702506102622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851208162771467, "mask_rcnn/false_negative": 0.10629807668680774, "mask_rcnn/false_positive": 0.12097006345723163, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9975023460574448, "total_loss": 0.8202091543935239}
{"data_time": 0.015670627588406205, "eta_seconds": 221076.6235772241, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38839489284085726, "fast_rcnn/fg_cls_accuracy": 0.579538939321548, "iteration": 47559, "loss_box_reg": 0.24062933214008808, "loss_cls": 0.19487110245972872, "loss_mask": 0.2493912149220705, "loss_rpn_cls": 0.03555532172322273, "loss_rpn_loc": 0.06907570804469287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752402970116618, "mask_rcnn/false_negative": 0.10683005255393693, "mask_rcnn/false_positive": 0.12831213382434647, "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": 1.0213999100960791, "total_loss": 0.8231999960262328}
{"data_time": 0.017368085915222764, "eta_seconds": 220877.9129567463, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3585473325120819, "fast_rcnn/fg_cls_accuracy": 0.6079241071428572, "iteration": 47579, "loss_box_reg": 0.23692372627556324, "loss_cls": 0.2038149693980813, "loss_mask": 0.2523958794772625, "loss_rpn_cls": 0.04027610598132014, "loss_rpn_loc": 0.06955225160345435, "lr": 0.0001, "mask_rcnn/accuracy": 0.896055569283718, "mask_rcnn/false_negative": 0.09796183535755183, "mask_rcnn/false_positive": 0.1051818956105481, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9756249345373362, "total_loss": 0.8121706011006609}
{"data_time": 0.014403468696400523, "eta_seconds": 220858.05162116885, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.28343859649122805, "fast_rcnn/fg_cls_accuracy": 0.6719847625289286, "iteration": 47599, "loss_box_reg": 0.20294571574777365, "loss_cls": 0.1733556566759944, "loss_mask": 0.24529523216187954, "loss_rpn_cls": 0.03554382605943829, "loss_rpn_loc": 0.06692864582873881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988184523809524, "mask_rcnn/false_negative": 0.08184887935316297, "mask_rcnn/false_positive": 0.12353762561731771, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9811618586536497, "total_loss": 0.7482989765703678}
{"data_time": 0.015777092659845948, "eta_seconds": 220822.49391775578, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3479552909481651, "fast_rcnn/fg_cls_accuracy": 0.638234646709223, "iteration": 47619, "loss_box_reg": 0.2422576304525137, "loss_cls": 0.20498026721179485, "loss_mask": 0.2584757134318352, "loss_rpn_cls": 0.03995389584451914, "loss_rpn_loc": 0.07487781631061807, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955948219736474, "mask_rcnn/false_negative": 0.08472610983415804, "mask_rcnn/false_positive": 0.12728053968363762, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0149332594592124, "total_loss": 0.8281675718608312}
{"data_time": 0.01621682639233768, "eta_seconds": 220855.75405379757, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31282047285818926, "fast_rcnn/fg_cls_accuracy": 0.6340414257438087, "iteration": 47639, "loss_box_reg": 0.23028324078768492, "loss_cls": 0.19544347003102303, "loss_mask": 0.2540027145296335, "loss_rpn_cls": 0.03856469562742859, "loss_rpn_loc": 0.08250130712985992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871140050847925, "mask_rcnn/false_negative": 0.09540361354035126, "mask_rcnn/false_positive": 0.11725932706219813, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9909426108933985, "total_loss": 0.7823117843363434}
{"data_time": 0.015344519400969148, "eta_seconds": 220835.88935204782, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.37247274964838256, "fast_rcnn/fg_cls_accuracy": 0.6207366385372715, "iteration": 47659, "loss_box_reg": 0.23917043767869473, "loss_cls": 0.20695285871624947, "loss_mask": 0.266913041472435, "loss_rpn_cls": 0.03978725662454963, "loss_rpn_loc": 0.06761582521721721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758713655367695, "mask_rcnn/false_negative": 0.10737164474820196, "mask_rcnn/false_positive": 0.12858080091155097, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9919084061402828, "total_loss": 0.8445653237286024}
{"data_time": 0.014767182525247335, "eta_seconds": 220762.9141460359, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3440450450450451, "fast_rcnn/fg_cls_accuracy": 0.6450787019043918, "iteration": 47679, "loss_box_reg": 0.25600745901465416, "loss_cls": 0.21155394800007343, "loss_mask": 0.255139347165823, "loss_rpn_cls": 0.046737030264921486, "loss_rpn_loc": 0.10500276670791209, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936836212159488, "mask_rcnn/false_negative": 0.09163255111708607, "mask_rcnn/false_positive": 0.11588362433890331, "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": 0.9881207360886037, "total_loss": 0.8628868100931868}
{"data_time": 0.015340547310188413, "eta_seconds": 220701.3201977592, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3251808744888329, "fast_rcnn/fg_cls_accuracy": 0.6659674801727041, "iteration": 47699, "loss_box_reg": 0.2539854347705841, "loss_cls": 0.21511193923652172, "loss_mask": 0.25480991415679455, "loss_rpn_cls": 0.04340968909673393, "loss_rpn_loc": 0.08777378872036934, "lr": 0.0001, "mask_rcnn/accuracy": 0.894940795467123, "mask_rcnn/false_negative": 0.08928376903645417, "mask_rcnn/false_positive": 0.10684602352008914, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9816189995035529, "total_loss": 0.868602838832885}
{"data_time": 0.014955878490582108, "eta_seconds": 220404.14983978495, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.32454805126470476, "fast_rcnn/fg_cls_accuracy": 0.6496662727940472, "iteration": 47719, "loss_box_reg": 0.22839944995939732, "loss_cls": 0.1809918899089098, "loss_mask": 0.2543918564915657, "loss_rpn_cls": 0.04122102906694636, "loss_rpn_loc": 0.08372083434369415, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017469264910467, "mask_rcnn/false_negative": 0.0933954941562431, "mask_rcnn/false_positive": 0.1143970752658498, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9833194320090115, "total_loss": 0.7736491076648235}
{"data_time": 0.018149065552279353, "eta_seconds": 220756.4305450488, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4001831501831502, "fast_rcnn/fg_cls_accuracy": 0.5503794150651715, "iteration": 47739, "loss_box_reg": 0.22573030926287174, "loss_cls": 0.19994051661342382, "loss_mask": 0.2690995689481497, "loss_rpn_cls": 0.04360372549854219, "loss_rpn_loc": 0.0782929752022028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841747064184486, "mask_rcnn/false_negative": 0.0952053423349874, "mask_rcnn/false_positive": 0.14223879668080847, "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": 1.0138402653392404, "total_loss": 0.808033773675561}
{"data_time": 0.020416946383193135, "eta_seconds": 220794.58215348423, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3385052447552448, "fast_rcnn/fg_cls_accuracy": 0.6398467764250138, "iteration": 47759, "loss_box_reg": 0.21218834444880486, "loss_cls": 0.18143999855965376, "loss_mask": 0.24597622640430927, "loss_rpn_cls": 0.0368329364573583, "loss_rpn_loc": 0.07791618362534791, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864171245421246, "mask_rcnn/false_negative": 0.09619717853447016, "mask_rcnn/false_positive": 0.12040770709342645, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9877009454648942, "total_loss": 0.770028663566336}
{"data_time": 0.020540056750178337, "eta_seconds": 220832.01779828407, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3325193447894684, "fast_rcnn/fg_cls_accuracy": 0.6657818577300965, "iteration": 47779, "loss_box_reg": 0.2310454323887825, "loss_cls": 0.1873062588274479, "loss_mask": 0.24756598845124245, "loss_rpn_cls": 0.03339402365963906, "loss_rpn_loc": 0.06800431665033102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821970916969892, "mask_rcnn/false_negative": 0.10617550275743459, "mask_rcnn/false_positive": 0.12827677171360347, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0039570375811309, "total_loss": 0.7957173094619066}
{"data_time": 0.01854830258525908, "eta_seconds": 220643.75460259616, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.5821879270155133, "iteration": 47799, "loss_box_reg": 0.2635584967210889, "loss_cls": 0.2040253570303321, "loss_mask": 0.2575161512941122, "loss_rpn_cls": 0.040334447752684355, "loss_rpn_loc": 0.06682971306145191, "lr": 0.0001, "mask_rcnn/accuracy": 0.886935750167554, "mask_rcnn/false_negative": 0.09107826094920829, "mask_rcnn/false_positive": 0.12050098066115209, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9733916451223195, "total_loss": 0.8282139298971742}
{"data_time": 0.013800720684230328, "eta_seconds": 220639.57692981698, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33848133848133843, "fast_rcnn/fg_cls_accuracy": 0.6317073170731707, "iteration": 47819, "loss_box_reg": 0.23335345461964607, "loss_cls": 0.19540007784962654, "loss_mask": 0.23955575749278069, "loss_rpn_cls": 0.04724838654510677, "loss_rpn_loc": 0.07801253814250231, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917388377381902, "mask_rcnn/false_negative": 0.08058676420361777, "mask_rcnn/false_positive": 0.11965410816198532, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9744675364345312, "total_loss": 0.8316603479906917}
{"data_time": 0.016310913488268852, "eta_seconds": 220653.6070198007, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28982365753539413, "fast_rcnn/fg_cls_accuracy": 0.6264958502219649, "iteration": 47839, "loss_box_reg": 0.2178313983604312, "loss_cls": 0.18469375278800726, "loss_mask": 0.25189402885735035, "loss_rpn_cls": 0.03610497887711972, "loss_rpn_loc": 0.07845795201137662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998406595643085, "mask_rcnn/false_negative": 0.08708385586424819, "mask_rcnn/false_positive": 0.12090472707822178, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9892623079940677, "total_loss": 0.786575643112883}
{"data_time": 0.01617552014067769, "eta_seconds": 220542.47084449045, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3181011535048802, "fast_rcnn/fg_cls_accuracy": 0.6570603991845636, "iteration": 47859, "loss_box_reg": 0.23942998237907887, "loss_cls": 0.20852823462337255, "loss_mask": 0.24591909162700176, "loss_rpn_cls": 0.03440183697966859, "loss_rpn_loc": 0.06682569009717554, "lr": 0.0001, "mask_rcnn/accuracy": 0.892413666681106, "mask_rcnn/false_negative": 0.10193197068453896, "mask_rcnn/false_positive": 0.11013979864369286, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9641214704606682, "total_loss": 0.8053111440967768}
{"data_time": 0.025175997521728277, "eta_seconds": 220329.458376579, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3660744660744661, "fast_rcnn/fg_cls_accuracy": 0.6115545638571954, "iteration": 47879, "loss_box_reg": 0.22855413891375065, "loss_cls": 0.1893906332552433, "loss_mask": 0.256900604814291, "loss_rpn_cls": 0.04139466828200966, "loss_rpn_loc": 0.08318947453517467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8802443534586392, "mask_rcnn/false_negative": 0.10818690374541977, "mask_rcnn/false_positive": 0.141643446453517, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.95775525434874, "total_loss": 0.8135636883089319}
{"data_time": 0.021860856795683503, "eta_seconds": 220243.00181320868, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.32204442364461083, "fast_rcnn/fg_cls_accuracy": 0.6438494623655914, "iteration": 47899, "loss_box_reg": 0.2430389802902937, "loss_cls": 0.2030303031206131, "loss_mask": 0.2494926732033491, "loss_rpn_cls": 0.043581015430390835, "loss_rpn_loc": 0.09459728864021599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895856953892669, "mask_rcnn/false_negative": 0.09488218515298957, "mask_rcnn/false_positive": 0.11617279947811937, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0068595679476857, "total_loss": 0.8541411627084017}
{"data_time": 0.01530231162905693, "eta_seconds": 220346.54821187258, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3130853524437872, "fast_rcnn/fg_cls_accuracy": 0.6445889448613824, "iteration": 47919, "loss_box_reg": 0.2393565345555544, "loss_cls": 0.19926894456148148, "loss_mask": 0.25227493420243263, "loss_rpn_cls": 0.04747135122306645, "loss_rpn_loc": 0.086255700327456, "lr": 0.0001, "mask_rcnn/accuracy": 0.89877863526675, "mask_rcnn/false_negative": 0.09555244391879704, "mask_rcnn/false_positive": 0.11373796114342946, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0336151241790503, "total_loss": 0.8097902073059231}
{"data_time": 0.0201749166008085, "eta_seconds": 220269.94204530492, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29407747268142337, "fast_rcnn/fg_cls_accuracy": 0.6875801924619086, "iteration": 47939, "loss_box_reg": 0.21948006842285395, "loss_cls": 0.19530634861439466, "loss_mask": 0.24930636771023273, "loss_rpn_cls": 0.05251986067742109, "loss_rpn_loc": 0.08344810782000422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893843925286735, "mask_rcnn/false_negative": 0.10140592232106424, "mask_rcnn/false_positive": 0.13077991819633927, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0036002050619572, "total_loss": 0.8262731069116853}
{"data_time": 0.02522657415829599, "eta_seconds": 220301.4261241909, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3123585972850679, "fast_rcnn/fg_cls_accuracy": 0.6541802346415717, "iteration": 47959, "loss_box_reg": 0.22767800651490688, "loss_cls": 0.19157552812248468, "loss_mask": 0.25115614756941795, "loss_rpn_cls": 0.04015066451393068, "loss_rpn_loc": 0.06291357090231031, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025580102547703, "mask_rcnn/false_negative": 0.09984955361421394, "mask_rcnn/false_positive": 0.10828880720113863, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9832689925096929, "total_loss": 0.7765357616590336}
{"data_time": 0.015122282551601529, "eta_seconds": 220230.26449112222, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33241550116550117, "fast_rcnn/fg_cls_accuracy": 0.6268740686677006, "iteration": 47979, "loss_box_reg": 0.23888041079044342, "loss_cls": 0.20425846427679062, "loss_mask": 0.2585616372525692, "loss_rpn_cls": 0.04052717250306159, "loss_rpn_loc": 0.09183980617672205, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820932695765531, "mask_rcnn/false_negative": 0.09782010574413191, "mask_rcnn/false_positive": 0.13849862753863076, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9728773073293269, "total_loss": 0.8526321868412197}
{"data_time": 0.015145931160077453, "eta_seconds": 220055.95187237486, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3367403550699898, "fast_rcnn/fg_cls_accuracy": 0.5989458732057416, "iteration": 47999, "loss_box_reg": 0.23586221691221, "loss_cls": 0.18364690989255905, "loss_mask": 0.2526790238916874, "loss_rpn_cls": 0.04198457347229123, "loss_rpn_loc": 0.07370583759620786, "lr": 0.0001, "mask_rcnn/accuracy": 0.891631596983242, "mask_rcnn/false_negative": 0.09362248984017826, "mask_rcnn/false_positive": 0.12352159637238425, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9935216628946364, "total_loss": 0.7645756010897458}
{"data_time": 0.013562926091253757, "eta_seconds": 220009.22970492393, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3260752688172043, "fast_rcnn/fg_cls_accuracy": 0.6496849798387097, "iteration": 48019, "loss_box_reg": 0.22170333191752434, "loss_cls": 0.19217085000127554, "loss_mask": 0.2589649073779583, "loss_rpn_cls": 0.039101544534787536, "loss_rpn_loc": 0.07870491035282612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978415798267241, "mask_rcnn/false_negative": 0.08830357110809511, "mask_rcnn/false_positive": 0.1134113659560303, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9605063181370497, "total_loss": 0.8046866212971509}
{"data_time": 0.020611263113096356, "eta_seconds": 220086.85036187991, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3766165511213993, "fast_rcnn/fg_cls_accuracy": 0.6041678019858094, "iteration": 48039, "loss_box_reg": 0.24777677096426487, "loss_cls": 0.21160256396979094, "loss_mask": 0.27126971259713173, "loss_rpn_cls": 0.0487907329807058, "loss_rpn_loc": 0.10006416030228138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813455906280507, "mask_rcnn/false_negative": 0.10591864795468457, "mask_rcnn/false_positive": 0.12187173609482775, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0524418335407972, "total_loss": 0.8827235633507371}
{"data_time": 0.027570259757339954, "eta_seconds": 220150.9093827568, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3567708333333333, "fast_rcnn/fg_cls_accuracy": 0.6055924773755657, "iteration": 48059, "loss_box_reg": 0.2438954170793295, "loss_cls": 0.1991910431534052, "loss_mask": 0.2582255955785513, "loss_rpn_cls": 0.04142367374151945, "loss_rpn_loc": 0.08905371488071978, "lr": 0.0001, "mask_rcnn/accuracy": 0.878639764746761, "mask_rcnn/false_negative": 0.10035800571590461, "mask_rcnn/false_positive": 0.14719985401918056, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9740896250586957, "total_loss": 0.8508215105393901}
{"data_time": 0.022690723184496164, "eta_seconds": 220043.46300128847, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.34937246498813807, "fast_rcnn/fg_cls_accuracy": 0.6381916277645978, "iteration": 48079, "loss_box_reg": 0.24395638704299927, "loss_cls": 0.19127687253057957, "loss_mask": 0.2632153742015362, "loss_rpn_cls": 0.039247758220881224, "loss_rpn_loc": 0.0757735213264823, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025378085718518, "mask_rcnn/false_negative": 0.0890667487343326, "mask_rcnn/false_positive": 0.11345775963309652, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.989802649943158, "total_loss": 0.8033003146992996}
{"data_time": 0.016023865900933743, "eta_seconds": 220043.61964953132, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3258570473644003, "fast_rcnn/fg_cls_accuracy": 0.6158974843956875, "iteration": 48099, "loss_box_reg": 0.22581143863499165, "loss_cls": 0.1869080364704132, "loss_mask": 0.25316863507032394, "loss_rpn_cls": 0.04308021499309689, "loss_rpn_loc": 0.07202657987363636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904948365541039, "mask_rcnn/false_negative": 0.10749469626187444, "mask_rcnn/false_positive": 0.11926907242703724, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9978221582714468, "total_loss": 0.7832067105919123}
{"data_time": 0.01616329187527299, "eta_seconds": 220003.8012379501, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30605629348513597, "fast_rcnn/fg_cls_accuracy": 0.6851637206606781, "iteration": 48119, "loss_box_reg": 0.22405907697975636, "loss_cls": 0.17678200360387564, "loss_mask": 0.2514873780310154, "loss_rpn_cls": 0.03650608588941395, "loss_rpn_loc": 0.07448771339841187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932076307202385, "mask_rcnn/false_negative": 0.08164243196070514, "mask_rcnn/false_positive": 0.1257685243846246, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9988623077515513, "total_loss": 0.756254480802454}
{"data_time": 0.019164017168805003, "eta_seconds": 220122.83552473877, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31804881206706803, "fast_rcnn/fg_cls_accuracy": 0.6257525733152068, "iteration": 48139, "loss_box_reg": 0.23050523735582829, "loss_cls": 0.20405157189816236, "loss_mask": 0.25626861676573753, "loss_rpn_cls": 0.04168593243230134, "loss_rpn_loc": 0.07685680640861392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934703804070334, "mask_rcnn/false_negative": 0.10123021436100998, "mask_rcnn/false_positive": 0.11408512217881722, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0214914644602686, "total_loss": 0.8072478136746213}
{"data_time": 0.0194619819521904, "eta_seconds": 219964.13947461173, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.37433222805563227, "fast_rcnn/fg_cls_accuracy": 0.6007746628922777, "iteration": 48159, "loss_box_reg": 0.21628296095877886, "loss_cls": 0.176460356451571, "loss_mask": 0.2508650254458189, "loss_rpn_cls": 0.05267970007844269, "loss_rpn_loc": 0.08314592798706144, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878823132942996, "mask_rcnn/false_negative": 0.0924809245622679, "mask_rcnn/false_positive": 0.123718770275244, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.965437980601564, "total_loss": 0.7510836942819878}
{"data_time": 0.02020515757612884, "eta_seconds": 220168.17346891388, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3050146001796945, "fast_rcnn/fg_cls_accuracy": 0.674382141908052, "iteration": 48179, "loss_box_reg": 0.21208137646317482, "loss_cls": 0.18908246979117393, "loss_mask": 0.24733532033860683, "loss_rpn_cls": 0.03632008074782789, "loss_rpn_loc": 0.07851106254383922, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959773052348844, "mask_rcnn/false_negative": 0.09540485819524416, "mask_rcnn/false_positive": 0.10411781946933077, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9980531667824835, "total_loss": 0.7460677130147815}
{"data_time": 0.013812567573040724, "eta_seconds": 220204.91596879438, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.30485286525554983, "fast_rcnn/fg_cls_accuracy": 0.6022374652947902, "iteration": 48199, "loss_box_reg": 0.22252090461552143, "loss_cls": 0.19395951926708221, "loss_mask": 0.24870666675269604, "loss_rpn_cls": 0.03238143399357796, "loss_rpn_loc": 0.09744241100270301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906393077995866, "mask_rcnn/false_negative": 0.09153954831094861, "mask_rcnn/false_positive": 0.13122225892191672, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9863380161114037, "total_loss": 0.7966808354249224}
{"data_time": 0.021498412126675248, "eta_seconds": 220311.38546188828, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3817743949574835, "fast_rcnn/fg_cls_accuracy": 0.6001400560224089, "iteration": 48219, "loss_box_reg": 0.22964664548635483, "loss_cls": 0.1898262146860361, "loss_mask": 0.25122638419270515, "loss_rpn_cls": 0.03827897735754959, "loss_rpn_loc": 0.06782984198071063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937281469742391, "mask_rcnn/false_negative": 0.10050492223543943, "mask_rcnn/false_positive": 0.10074195704169603, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0149767338298261, "total_loss": 0.8131947877118364}
{"data_time": 0.01695973612368107, "eta_seconds": 220346.4764881879, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3443156610136886, "fast_rcnn/fg_cls_accuracy": 0.6200862074147995, "iteration": 48239, "loss_box_reg": 0.2238425873219967, "loss_cls": 0.1746710827574134, "loss_mask": 0.246744429692626, "loss_rpn_cls": 0.03775288606993854, "loss_rpn_loc": 0.08046717895194888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8766943545969184, "mask_rcnn/false_negative": 0.09634106776083506, "mask_rcnn/false_positive": 0.14267980849959028, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.031384888337925, "total_loss": 0.7658414768520743}
{"data_time": 0.018676960607990623, "eta_seconds": 220472.51191169024, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3010747872816838, "fast_rcnn/fg_cls_accuracy": 0.6481518481518482, "iteration": 48259, "loss_box_reg": 0.22309445217251778, "loss_cls": 0.20133722759783268, "loss_mask": 0.2465314343571663, "loss_rpn_cls": 0.03503191168420017, "loss_rpn_loc": 0.08017273270525038, "lr": 0.0001, "mask_rcnn/accuracy": 0.895547277977125, "mask_rcnn/false_negative": 0.09213730642240081, "mask_rcnn/false_positive": 0.131593750334906, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.027507410151884, "total_loss": 0.7973297466523945}
{"data_time": 0.016411992255598307, "eta_seconds": 220402.71144190803, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29527682648401826, "fast_rcnn/fg_cls_accuracy": 0.6592654752184826, "iteration": 48279, "loss_box_reg": 0.23258019983768463, "loss_cls": 0.20452752150595188, "loss_mask": 0.2650652751326561, "loss_rpn_cls": 0.03771286504343152, "loss_rpn_loc": 0.09254987782333046, "lr": 0.0001, "mask_rcnn/accuracy": 0.888714431084934, "mask_rcnn/false_negative": 0.09590083852139877, "mask_rcnn/false_positive": 0.11580409435447075, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9811545149423182, "total_loss": 0.8546320330351591}
{"data_time": 0.014673290308564901, "eta_seconds": 220154.7772765858, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.26614577402485917, "fast_rcnn/fg_cls_accuracy": 0.6828804347826087, "iteration": 48299, "loss_box_reg": 0.22556318249553442, "loss_cls": 0.18538859765976667, "loss_mask": 0.25443222746253014, "loss_rpn_cls": 0.04035465023480356, "loss_rpn_loc": 0.07094397558830678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870122362869617, "mask_rcnn/false_negative": 0.10095793569802464, "mask_rcnn/false_positive": 0.12925563139198054, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9834854723885655, "total_loss": 0.7825336845126003}
{"data_time": 0.015277176164090633, "eta_seconds": 220047.89321787655, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3636712950833988, "fast_rcnn/fg_cls_accuracy": 0.6126449682005237, "iteration": 48319, "loss_box_reg": 0.26782637648284435, "loss_cls": 0.20361510664224625, "loss_mask": 0.2647091634571552, "loss_rpn_cls": 0.04179212905000895, "loss_rpn_loc": 0.08590442163404077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858398498755933, "mask_rcnn/false_negative": 0.10026731707876793, "mask_rcnn/false_positive": 0.1292579499957927, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0147106335498393, "total_loss": 0.8863875402603298}
{"data_time": 0.01734543335624039, "eta_seconds": 220115.05607184488, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3518633540372671, "fast_rcnn/fg_cls_accuracy": 0.6001604278074866, "iteration": 48339, "loss_box_reg": 0.2359292022883892, "loss_cls": 0.2013707160949707, "loss_mask": 0.24862320721149445, "loss_rpn_cls": 0.037364917050581425, "loss_rpn_loc": 0.06881889421492815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983642840359828, "mask_rcnn/false_negative": 0.10076116170686109, "mask_rcnn/false_positive": 0.1113911243143125, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9853449540678412, "total_loss": 0.8142961942357942}
{"data_time": 0.017642544116824865, "eta_seconds": 220179.71644998528, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32710850878285785, "fast_rcnn/fg_cls_accuracy": 0.6533596837944664, "iteration": 48359, "loss_box_reg": 0.23439259640872478, "loss_cls": 0.19742694217711687, "loss_mask": 0.26846584118902683, "loss_rpn_cls": 0.048443933948874474, "loss_rpn_loc": 0.10116982855834067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921848058453744, "mask_rcnn/false_negative": 0.09322479394988147, "mask_rcnn/false_positive": 0.11849758677359166, "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": 1.00138548319228, "total_loss": 0.8586619487032294}
{"data_time": 0.012311958242207766, "eta_seconds": 220159.84822074417, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3243679207119741, "fast_rcnn/fg_cls_accuracy": 0.641509703196347, "iteration": 48379, "loss_box_reg": 0.22276325151324272, "loss_cls": 0.19259116984903812, "loss_mask": 0.24729949049651623, "loss_rpn_cls": 0.04232802340993658, "loss_rpn_loc": 0.08436835464090109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968394171890323, "mask_rcnn/false_negative": 0.0883589557405243, "mask_rcnn/false_positive": 0.11782310239581253, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9820944052189589, "total_loss": 0.8211725080618635}
{"data_time": 0.02085730992257595, "eta_seconds": 220055.4742647335, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31427015250544665, "fast_rcnn/fg_cls_accuracy": 0.6151043149375737, "iteration": 48399, "loss_box_reg": 0.23025881312787533, "loss_cls": 0.20999405160546303, "loss_mask": 0.2571023292839527, "loss_rpn_cls": 0.041275154100731015, "loss_rpn_loc": 0.08216461609117687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935031055673447, "mask_rcnn/false_negative": 0.09216320394125765, "mask_rcnn/false_positive": 0.12872342267822057, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.969321834621951, "total_loss": 0.811468931264244}
{"data_time": 0.017444854835048318, "eta_seconds": 219948.62946236506, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.34343129176966036, "fast_rcnn/fg_cls_accuracy": 0.620971170049644, "iteration": 48419, "loss_box_reg": 0.22541683912277222, "loss_cls": 0.20085936039686203, "loss_mask": 0.2526375539600849, "loss_rpn_cls": 0.03873044881038368, "loss_rpn_loc": 0.09616306168027222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810432670259115, "mask_rcnn/false_negative": 0.10054195019176385, "mask_rcnn/false_positive": 0.1334432776223205, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.9860776006244123, "total_loss": 0.7998865332920104}
{"data_time": 0.02438460011035204, "eta_seconds": 220153.45831703395, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3490901369906104, "fast_rcnn/fg_cls_accuracy": 0.6395933014354067, "iteration": 48439, "loss_box_reg": 0.2446514954790473, "loss_cls": 0.21412703022360802, "loss_mask": 0.25816122628748417, "loss_rpn_cls": 0.03977505909278989, "loss_rpn_loc": 0.10195240518078208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821812465165639, "mask_rcnn/false_negative": 0.08192408720858876, "mask_rcnn/false_positive": 0.1353253812169511, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.009304023347795, "total_loss": 0.8705805412610061}
{"data_time": 0.015970908338204026, "eta_seconds": 220318.1309536239, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3316064887493459, "fast_rcnn/fg_cls_accuracy": 0.6546221775095015, "iteration": 48459, "loss_box_reg": 0.22925831377506256, "loss_cls": 0.1927674887701869, "loss_mask": 0.25957185588777065, "loss_rpn_cls": 0.04001645860262215, "loss_rpn_loc": 0.08438639261294156, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926135033956341, "mask_rcnn/false_negative": 0.10921207222793033, "mask_rcnn/false_positive": 0.10573510096210431, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0186218554154038, "total_loss": 0.8240841629449278}
{"data_time": 0.015862670727074146, "eta_seconds": 220390.63880704343, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.28961988304093567, "fast_rcnn/fg_cls_accuracy": 0.6687904294287272, "iteration": 48479, "loss_box_reg": 0.23312055692076683, "loss_cls": 0.1986162457615137, "loss_mask": 0.24023318849503994, "loss_rpn_cls": 0.03588108951225877, "loss_rpn_loc": 0.06655839807353914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940983993096279, "mask_rcnn/false_negative": 0.09468757676067047, "mask_rcnn/false_positive": 0.11838156432684288, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0273843025788665, "total_loss": 0.7688330593518913}
{"data_time": 0.01531703700311482, "eta_seconds": 220311.81503133848, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3734806776775978, "fast_rcnn/fg_cls_accuracy": 0.6132534160449326, "iteration": 48499, "loss_box_reg": 0.23686245270073414, "loss_cls": 0.19378500245511532, "loss_mask": 0.2683026511222124, "loss_rpn_cls": 0.04088930715806782, "loss_rpn_loc": 0.07174844236578792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795370449839404, "mask_rcnn/false_negative": 0.09382756537991646, "mask_rcnn/false_positive": 0.15373514123330695, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.987232722574845, "total_loss": 0.7944730974268168}
{"data_time": 0.015471149468794465, "eta_seconds": 220392.9369424656, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.37013272290048094, "fast_rcnn/fg_cls_accuracy": 0.5879376318706863, "iteration": 48519, "loss_box_reg": 0.2530134916305542, "loss_cls": 0.2139764428138733, "loss_mask": 0.26239133812487125, "loss_rpn_cls": 0.04496512864716351, "loss_rpn_loc": 0.09007870825007558, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776403097196013, "mask_rcnn/false_negative": 0.12025566289396813, "mask_rcnn/false_positive": 0.12274590778622829, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.0152694010175765, "total_loss": 0.8809359070146456}
{"data_time": 0.028401088900864124, "eta_seconds": 220330.94470119104, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3172421296967939, "fast_rcnn/fg_cls_accuracy": 0.654843440150644, "iteration": 48539, "loss_box_reg": 0.2087607579305768, "loss_cls": 0.18102976772934198, "loss_mask": 0.24721946939826012, "loss_rpn_cls": 0.03265613422263414, "loss_rpn_loc": 0.07034079683944583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922178757705074, "mask_rcnn/false_negative": 0.09267881305581185, "mask_rcnn/false_positive": 0.12107030015726702, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9864217166323215, "total_loss": 0.7375127744162455}
{"data_time": 0.014477942837402225, "eta_seconds": 220192.93307334185, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29878356701520914, "fast_rcnn/fg_cls_accuracy": 0.6665482604148165, "iteration": 48559, "loss_box_reg": 0.2205622037872672, "loss_cls": 0.18655160907655954, "loss_mask": 0.25082649663090706, "loss_rpn_cls": 0.03487815638072789, "loss_rpn_loc": 0.09125661826692522, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097533336935605, "mask_rcnn/false_negative": 0.08397700379318043, "mask_rcnn/false_positive": 0.12230316760243702, "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": 1.0147069180384278, "total_loss": 0.7540231633465737}
{"data_time": 0.014944433001801372, "eta_seconds": 220232.24417263642, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3468579416855279, "fast_rcnn/fg_cls_accuracy": 0.6250464511334077, "iteration": 48579, "loss_box_reg": 0.21954643446952105, "loss_cls": 0.20303077902644873, "loss_mask": 0.251227468252182, "loss_rpn_cls": 0.0404664718080312, "loss_rpn_loc": 0.077897913986817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853222427093721, "mask_rcnn/false_negative": 0.10283131454539363, "mask_rcnn/false_positive": 0.1435868245193317, "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": 0.9793940274976194, "total_loss": 0.8141398137668148}
{"data_time": 0.017060226062312722, "eta_seconds": 220212.3514579609, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35817539835828105, "fast_rcnn/fg_cls_accuracy": 0.6107300056190298, "iteration": 48599, "loss_box_reg": 0.23447820357978344, "loss_cls": 0.19733483903110027, "loss_mask": 0.2546653877943754, "loss_rpn_cls": 0.04748671757988632, "loss_rpn_loc": 0.08034444600343704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943680658592608, "mask_rcnn/false_negative": 0.09457046063298528, "mask_rcnn/false_positive": 0.11644313206539042, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9900842108763754, "total_loss": 0.8182878121733665}
{"data_time": 0.013662115670740604, "eta_seconds": 219921.42946985085, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3349769651598042, "fast_rcnn/fg_cls_accuracy": 0.6445443143812709, "iteration": 48619, "loss_box_reg": 0.212973790243268, "loss_cls": 0.193179689347744, "loss_mask": 0.2529356200248003, "loss_rpn_cls": 0.03968502627685666, "loss_rpn_loc": 0.09092560783028603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8765837378907607, "mask_rcnn/false_negative": 0.09605118576083235, "mask_rcnn/false_positive": 0.13562305042409006, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9748923738952726, "total_loss": 0.7850803131004795}
{"data_time": 0.015225022099912167, "eta_seconds": 219901.56124060974, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3471800377042312, "fast_rcnn/fg_cls_accuracy": 0.638702285283777, "iteration": 48639, "loss_box_reg": 0.23833269719034433, "loss_cls": 0.20808822475373745, "loss_mask": 0.2520740386098623, "loss_rpn_cls": 0.03822131850756705, "loss_rpn_loc": 0.07320410571992397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847975342428076, "mask_rcnn/false_negative": 0.10689075985115229, "mask_rcnn/false_positive": 0.13429852926689367, "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": 0.9882566356100142, "total_loss": 0.8058839708101004}
{"data_time": 0.014784015249460936, "eta_seconds": 219743.2674158318, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.35433171479683107, "fast_rcnn/fg_cls_accuracy": 0.5956960594315246, "iteration": 48659, "loss_box_reg": 0.20601890794932842, "loss_cls": 0.17431611567735672, "loss_mask": 0.24621820077300072, "loss_rpn_cls": 0.03409664076752961, "loss_rpn_loc": 0.06846054771449417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918299382183583, "mask_rcnn/false_negative": 0.10413481007703596, "mask_rcnn/false_positive": 0.1151766665384274, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9686048014555126, "total_loss": 0.7390941579360515}
{"data_time": 0.016818728065118194, "eta_seconds": 219861.8247821275, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30373787041469036, "fast_rcnn/fg_cls_accuracy": 0.6580774681152575, "iteration": 48679, "loss_box_reg": 0.2332675401121378, "loss_cls": 0.17850597854703665, "loss_mask": 0.24766934290528297, "loss_rpn_cls": 0.038626179564744234, "loss_rpn_loc": 0.08263604249805212, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930043815942559, "mask_rcnn/false_negative": 0.1064916781718665, "mask_rcnn/false_positive": 0.11472916021142782, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0128399890381843, "total_loss": 0.7770880778552964}
{"data_time": 0.015840379521250725, "eta_seconds": 220014.74370453507, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.31619525949422855, "fast_rcnn/fg_cls_accuracy": 0.65026761096394, "iteration": 48699, "loss_box_reg": 0.22263082303106785, "loss_cls": 0.19003120437264442, "loss_mask": 0.24961908161640167, "loss_rpn_cls": 0.0307830972597003, "loss_rpn_loc": 0.08161862334236503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988839477117377, "mask_rcnn/false_negative": 0.09414425714014542, "mask_rcnn/false_positive": 0.1080819049987017, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.003808084409684, "total_loss": 0.7930777296423912}
{"data_time": 0.015301051549613476, "eta_seconds": 220092.9951699078, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3710996048507971, "fast_rcnn/fg_cls_accuracy": 0.5772231089232032, "iteration": 48719, "loss_box_reg": 0.25405311211943626, "loss_cls": 0.2100204871967435, "loss_mask": 0.26268170215189457, "loss_rpn_cls": 0.037905844394117594, "loss_rpn_loc": 0.07055284903617576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843842025973108, "mask_rcnn/false_negative": 0.10557945318313276, "mask_rcnn/false_positive": 0.12378943677099627, "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": 1.0000305331777781, "total_loss": 0.859382736030966}
{"data_time": 0.016066930489614606, "eta_seconds": 219936.16671524476, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.33201294941306525, "fast_rcnn/fg_cls_accuracy": 0.6360140364370523, "iteration": 48739, "loss_box_reg": 0.2419084683060646, "loss_cls": 0.20076653081923723, "loss_mask": 0.25518886372447014, "loss_rpn_cls": 0.04278170713223517, "loss_rpn_loc": 0.08408452942967415, "lr": 0.0001, "mask_rcnn/accuracy": 0.88436117972559, "mask_rcnn/false_negative": 0.09570616958824443, "mask_rcnn/false_positive": 0.11181325706652137, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9786416268907487, "total_loss": 0.842071715509519}
{"data_time": 0.018145396141335368, "eta_seconds": 220053.20974055678, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3640459326935166, "fast_rcnn/fg_cls_accuracy": 0.6059936908517349, "iteration": 48759, "loss_box_reg": 0.230877835303545, "loss_cls": 0.17218408826738596, "loss_mask": 0.2461917046457529, "loss_rpn_cls": 0.037945459596812725, "loss_rpn_loc": 0.07064099190756679, "lr": 0.0001, "mask_rcnn/accuracy": 0.893131995225352, "mask_rcnn/false_negative": 0.0984436600151285, "mask_rcnn/false_positive": 0.12201261932104487, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0302829414140433, "total_loss": 0.7514492629561573}
{"data_time": 0.02037460799328983, "eta_seconds": 219896.40604151879, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3522408963585434, "fast_rcnn/fg_cls_accuracy": 0.6282205697528278, "iteration": 48779, "loss_box_reg": 0.22492732852697372, "loss_cls": 0.18755145464092493, "loss_mask": 0.2511202823370695, "loss_rpn_cls": 0.03658434678800404, "loss_rpn_loc": 0.08010634337551892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858214824078983, "mask_rcnn/false_negative": 0.08967402423576801, "mask_rcnn/false_positive": 0.12418121212046682, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9735779040493071, "total_loss": 0.7670159130357206}
{"data_time": 0.016189242945984006, "eta_seconds": 220013.42431120574, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.360752688172043, "fast_rcnn/fg_cls_accuracy": 0.618956043956044, "iteration": 48799, "loss_box_reg": 0.21817687712609768, "loss_cls": 0.16843341756612062, "loss_mask": 0.2501763254404068, "loss_rpn_cls": 0.0383753037895076, "loss_rpn_loc": 0.07510131585877389, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057349597946696, "mask_rcnn/false_negative": 0.06846819865341969, "mask_rcnn/false_positive": 0.11372251834079489, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9994159361813217, "total_loss": 0.7400338620645925}
{"data_time": 0.016580892261117697, "eta_seconds": 220046.75084509887, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2877161665889737, "fast_rcnn/fg_cls_accuracy": 0.6625227731147114, "iteration": 48819, "loss_box_reg": 0.20205689407885075, "loss_cls": 0.18976558651775122, "loss_mask": 0.2456743586808443, "loss_rpn_cls": 0.042450375854969025, "loss_rpn_loc": 0.0834566478151828, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864723237383485, "mask_rcnn/false_negative": 0.09694070296119131, "mask_rcnn/false_positive": 0.11974832279682368, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.992001042002812, "total_loss": 0.7812647740356624}
{"data_time": 0.0152970131020993, "eta_seconds": 220068.7648218032, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.38873898183126465, "fast_rcnn/fg_cls_accuracy": 0.5861768335211117, "iteration": 48839, "loss_box_reg": 0.2402354460209608, "loss_cls": 0.1916051097214222, "loss_mask": 0.2610181011259556, "loss_rpn_cls": 0.04408491821959615, "loss_rpn_loc": 0.08901896025054157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803831129510999, "mask_rcnn/false_negative": 0.09958890081997743, "mask_rcnn/false_positive": 0.11611848774155648, "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": 1.0078881699591875, "total_loss": 0.8254901641048491}
{"data_time": 0.018669405719265342, "eta_seconds": 220302.50292439014, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3371500304321363, "fast_rcnn/fg_cls_accuracy": 0.6209170217082572, "iteration": 48859, "loss_box_reg": 0.23592345137149096, "loss_cls": 0.19010748341679573, "loss_mask": 0.25333546102046967, "loss_rpn_cls": 0.038112984388135374, "loss_rpn_loc": 0.07508799619972706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869598804004148, "mask_rcnn/false_negative": 0.09428254101566244, "mask_rcnn/false_positive": 0.12593194779739883, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.023948347195983, "total_loss": 0.7940608484786935}
{"data_time": 0.013070394285023212, "eta_seconds": 220336.71955287457, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3471996753246753, "fast_rcnn/fg_cls_accuracy": 0.6179506357516829, "iteration": 48879, "loss_box_reg": 0.23567185550928116, "loss_cls": 0.1874582078307867, "loss_mask": 0.2482021413743496, "loss_rpn_cls": 0.04032652243040502, "loss_rpn_loc": 0.07834731496404856, "lr": 0.0001, "mask_rcnn/accuracy": 0.878297253939054, "mask_rcnn/false_negative": 0.10989965369556226, "mask_rcnn/false_positive": 0.1370246073594175, "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": 0.9628556303214282, "total_loss": 0.8124722137581557}
{"data_time": 0.015603643143549562, "eta_seconds": 220403.84412962012, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2964134125636672, "fast_rcnn/fg_cls_accuracy": 0.6716360435691495, "iteration": 48899, "loss_box_reg": 0.24208271224051714, "loss_cls": 0.20561358984559774, "loss_mask": 0.2564315805211663, "loss_rpn_cls": 0.038059412967413664, "loss_rpn_loc": 0.07476591726299375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982707898231594, "mask_rcnn/false_negative": 0.11088432331051609, "mask_rcnn/false_positive": 0.10529254080986886, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0023264575283974, "total_loss": 0.8090119783300906}
{"data_time": 0.015535978367552161, "eta_seconds": 220296.8612461537, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29963963963963963, "fast_rcnn/fg_cls_accuracy": 0.6313175355450238, "iteration": 48919, "loss_box_reg": 0.21727965865284204, "loss_cls": 0.1904404815286398, "loss_mask": 0.2310271505266428, "loss_rpn_cls": 0.03234830452129245, "loss_rpn_loc": 0.07206380518618971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935128671812564, "mask_rcnn/false_negative": 0.08632898447339929, "mask_rcnn/false_positive": 0.1218776675849085, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9915816683787853, "total_loss": 0.7658343282528222}
{"data_time": 0.014578095637261868, "eta_seconds": 220091.9027948007, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.4062985794693112, "fast_rcnn/fg_cls_accuracy": 0.5600576253015277, "iteration": 48939, "loss_box_reg": 0.22708618082106113, "loss_cls": 0.18905530963093042, "loss_mask": 0.24779134802520275, "loss_rpn_cls": 0.036492100451141596, "loss_rpn_loc": 0.07766108540818095, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895971623065638, "mask_rcnn/false_negative": 0.09663870392950531, "mask_rcnn/false_positive": 0.11504740628103992, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9670249430928379, "total_loss": 0.7856415417045355}
{"data_time": 0.02185421995818615, "eta_seconds": 220006.05557749048, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3154376583169153, "fast_rcnn/fg_cls_accuracy": 0.6444038425853233, "iteration": 48959, "loss_box_reg": 0.23849213868379593, "loss_cls": 0.18832984939217567, "loss_mask": 0.24952475912868977, "loss_rpn_cls": 0.0443878339137882, "loss_rpn_loc": 0.07323297811672091, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965533900317342, "mask_rcnn/false_negative": 0.09446528777328457, "mask_rcnn/false_positive": 0.11421159843149419, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9759292423259467, "total_loss": 0.8272197647020221}
{"data_time": 0.014038537628948689, "eta_seconds": 220052.07796845585, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32837555913084987, "fast_rcnn/fg_cls_accuracy": 0.6396203642747422, "iteration": 48979, "loss_box_reg": 0.23592753149569035, "loss_cls": 0.18743963167071342, "loss_mask": 0.24039741791784763, "loss_rpn_cls": 0.04222844645846635, "loss_rpn_loc": 0.08551660855300725, "lr": 0.0001, "mask_rcnn/accuracy": 0.896621425855169, "mask_rcnn/false_negative": 0.09463543669973704, "mask_rcnn/false_positive": 0.11997900366567124, "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": 0.9881809032522142, "total_loss": 0.7946646186173894}
{"data_time": 0.016156907891854644, "eta_seconds": 219897.84999447875, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.34459961372752934, "fast_rcnn/fg_cls_accuracy": 0.629780784444198, "iteration": 48999, "loss_box_reg": 0.23073465656489134, "loss_cls": 0.20575345680117607, "loss_mask": 0.253789933398366, "loss_rpn_cls": 0.036693763453513384, "loss_rpn_loc": 0.0802990987431258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999584595526293, "mask_rcnn/false_negative": 0.09050536674633176, "mask_rcnn/false_positive": 0.12881482088138874, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9545932684559375, "total_loss": 0.8144193004118279}
{"data_time": 0.016061219852417707, "eta_seconds": 220012.253142111, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3238546279591056, "fast_rcnn/fg_cls_accuracy": 0.6601599440812467, "iteration": 49019, "loss_box_reg": 0.23856836557388306, "loss_cls": 0.20814040023833513, "loss_mask": 0.25751072727143764, "loss_rpn_cls": 0.038446002756245434, "loss_rpn_loc": 0.07138611888512969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902107968467028, "mask_rcnn/false_negative": 0.09105277540817563, "mask_rcnn/false_positive": 0.12361603228115478, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9781468298751861, "total_loss": 0.8279867998789996}
{"data_time": 0.0211466655600816, "eta_seconds": 219838.89500748366, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3493228795438347, "fast_rcnn/fg_cls_accuracy": 0.6294547398431931, "iteration": 49039, "loss_box_reg": 0.21829879889264703, "loss_cls": 0.18804245349019766, "loss_mask": 0.24565954133868217, "loss_rpn_cls": 0.04588830657303333, "loss_rpn_loc": 0.06763533083721995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965302607073962, "mask_rcnn/false_negative": 0.07261436713193008, "mask_rcnn/false_positive": 0.12898832913221575, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9823186579160392, "total_loss": 0.7693398641422391}
{"data_time": 0.014641121495515108, "eta_seconds": 219906.52334098238, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3463618035190616, "fast_rcnn/fg_cls_accuracy": 0.6361399671951886, "iteration": 49059, "loss_box_reg": 0.24368309415876865, "loss_cls": 0.20230035483837128, "loss_mask": 0.2376537900418043, "loss_rpn_cls": 0.038568054558709264, "loss_rpn_loc": 0.07264597900211811, "lr": 0.0001, "mask_rcnn/accuracy": 0.894363657438693, "mask_rcnn/false_negative": 0.09902101266857696, "mask_rcnn/false_positive": 0.12000941352460018, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0145713444799185, "total_loss": 0.8140512477839366}
{"data_time": 0.017646672669798136, "eta_seconds": 220022.06395131536, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3797335888300791, "fast_rcnn/fg_cls_accuracy": 0.5746391961154573, "iteration": 49079, "loss_box_reg": 0.24502575770020485, "loss_cls": 0.1984788402915001, "loss_mask": 0.24847274087369442, "loss_rpn_cls": 0.03932975581847131, "loss_rpn_loc": 0.07782498514279723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867426576995958, "mask_rcnn/false_negative": 0.09391087384731399, "mask_rcnn/false_positive": 0.13129101086098752, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0156926773488522, "total_loss": 0.8242114672320895}
{"data_time": 0.018719397485256195, "eta_seconds": 220063.41184768826, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.3537502976426701, "fast_rcnn/fg_cls_accuracy": 0.5686714242838563, "iteration": 49099, "loss_box_reg": 0.22717775497585535, "loss_cls": 0.18845552578568459, "loss_mask": 0.24354682117700577, "loss_rpn_cls": 0.03395875939168036, "loss_rpn_loc": 0.07450333517044783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795057256268541, "mask_rcnn/false_negative": 0.10821107033525773, "mask_rcnn/false_positive": 0.12924667636083176, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.007446489064023, "total_loss": 0.761222236091271}
{"data_time": 0.014690519543364644, "eta_seconds": 219846.80399907753, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.35580080386947344, "fast_rcnn/fg_cls_accuracy": 0.5989949748743719, "iteration": 49119, "loss_box_reg": 0.21533742919564247, "loss_cls": 0.19491548463702202, "loss_mask": 0.24182262271642685, "loss_rpn_cls": 0.042006937554106116, "loss_rpn_loc": 0.06890098482836038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973633861439312, "mask_rcnn/false_negative": 0.08027524216186785, "mask_rcnn/false_positive": 0.1309538837072467, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9716068054549396, "total_loss": 0.7675762888975441}
{"data_time": 0.023232349194586277, "eta_seconds": 219826.8975517759, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3504392715146851, "fast_rcnn/fg_cls_accuracy": 0.5979922156825517, "iteration": 49139, "loss_box_reg": 0.22720247507095337, "loss_cls": 0.1964689763262868, "loss_mask": 0.2451750636100769, "loss_rpn_cls": 0.03678996069356799, "loss_rpn_loc": 0.07286032114643604, "lr": 0.0001, "mask_rcnn/accuracy": 0.894594794439515, "mask_rcnn/false_negative": 0.09276587785371106, "mask_rcnn/false_positive": 0.11354609435037447, "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": 1.009716822532937, "total_loss": 0.7885535379173234}
{"data_time": 0.019206342520192266, "eta_seconds": 219806.9911044743, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.39341494301392993, "fast_rcnn/fg_cls_accuracy": 0.5675408406397459, "iteration": 49159, "loss_box_reg": 0.25033742748200893, "loss_cls": 0.2029505791142583, "loss_mask": 0.253901619464159, "loss_rpn_cls": 0.03410012717358768, "loss_rpn_loc": 0.06865950929932296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847389360310391, "mask_rcnn/false_negative": 0.1047832495400251, "mask_rcnn/false_positive": 0.13303149820308457, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9862145024817437, "total_loss": 0.8147025345824659}
{"data_time": 0.013876069569960237, "eta_seconds": 219852.9538367316, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.3542486231313926, "fast_rcnn/fg_cls_accuracy": 0.6245842572062084, "iteration": 49179, "loss_box_reg": 0.23532064631581306, "loss_cls": 0.20499803591519594, "loss_mask": 0.24111288599669933, "loss_rpn_cls": 0.03808521182509139, "loss_rpn_loc": 0.07992393197491765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910285129065432, "mask_rcnn/false_negative": 0.10111889286027162, "mask_rcnn/false_positive": 0.11759718611299577, "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": 1.0069523300044239, "total_loss": 0.8000116242328659}
{"data_time": 0.02020391752012074, "eta_seconds": 220051.73353627324, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2913659298142408, "fast_rcnn/fg_cls_accuracy": 0.6561414874319772, "iteration": 49199, "loss_box_reg": 0.22628873772919178, "loss_cls": 0.18904348649084568, "loss_mask": 0.24766425415873528, "loss_rpn_cls": 0.03272577025927603, "loss_rpn_loc": 0.07176898256875575, "lr": 0.0001, "mask_rcnn/accuracy": 0.889058413418547, "mask_rcnn/false_negative": 0.10027895571340219, "mask_rcnn/false_positive": 0.11489496352490085, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0047105692792684, "total_loss": 0.7818589741364121}
{"data_time": 0.021900775376707315, "eta_seconds": 219997.92394574732, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.30018659263641745, "fast_rcnn/fg_cls_accuracy": 0.6704888290932811, "iteration": 49219, "loss_box_reg": 0.2258265893906355, "loss_cls": 0.19535405188798904, "loss_mask": 0.25151287764310837, "loss_rpn_cls": 0.04128469084389508, "loss_rpn_loc": 0.08908881392562762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898044531300402, "mask_rcnn/false_negative": 0.09501924063115065, "mask_rcnn/false_positive": 0.12287610572987527, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0466685614082962, "total_loss": 0.8121221011679154}
{"data_time": 0.013916878728196025, "eta_seconds": 219727.36531526782, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.37067626346313176, "fast_rcnn/fg_cls_accuracy": 0.5825761017719219, "iteration": 49239, "loss_box_reg": 0.22513088770210743, "loss_cls": 0.17970028426498175, "loss_mask": 0.25745620392262936, "loss_rpn_cls": 0.04214510414749384, "loss_rpn_loc": 0.08959668641909957, "lr": 0.0001, "mask_rcnn/accuracy": 0.884357826459554, "mask_rcnn/false_negative": 0.10238245896351914, "mask_rcnn/false_positive": 0.12458147938360278, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0026433588936925, "total_loss": 0.801024196553044}
{"data_time": 0.02282652980647981, "eta_seconds": 219572.77221356984, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3586687202839349, "fast_rcnn/fg_cls_accuracy": 0.5922763767952053, "iteration": 49259, "loss_box_reg": 0.25226641818881035, "loss_cls": 0.2107926607131958, "loss_mask": 0.24294699542224407, "loss_rpn_cls": 0.04335201275534928, "loss_rpn_loc": 0.08512817393057048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832965400958948, "mask_rcnn/false_negative": 0.09269675384105092, "mask_rcnn/false_positive": 0.14024019262781026, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9900946954730898, "total_loss": 0.8641951256431639}
{"data_time": 0.025081215193495154, "eta_seconds": 219589.97611925006, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.38042814891319654, "fast_rcnn/fg_cls_accuracy": 0.5690126050420168, "iteration": 49279, "loss_box_reg": 0.23546820133924484, "loss_cls": 0.2075438890606165, "loss_mask": 0.26665691286325455, "loss_rpn_cls": 0.04001254611648619, "loss_rpn_loc": 0.07152371946722269, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839328895620748, "mask_rcnn/false_negative": 0.09382365622136717, "mask_rcnn/false_positive": 0.13058399632557094, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0175411091186106, "total_loss": 0.8305761445662938}
{"data_time": 0.016395438462495804, "eta_seconds": 219667.64597336296, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3786046812362602, "fast_rcnn/fg_cls_accuracy": 0.6213953187637398, "iteration": 49299, "loss_box_reg": 0.22320276033133268, "loss_cls": 0.1841435069218278, "loss_mask": 0.2516401596367359, "loss_rpn_cls": 0.036445883801206946, "loss_rpn_loc": 0.08166270609945059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940248186530203, "mask_rcnn/false_negative": 0.08555104214742154, "mask_rcnn/false_positive": 0.13534353509819416, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.991404130589217, "total_loss": 0.7777467825217173}
{"data_time": 0.017481641843914986, "eta_seconds": 219588.80194894038, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3165452433745117, "fast_rcnn/fg_cls_accuracy": 0.6606677200149009, "iteration": 49319, "loss_box_reg": 0.23498752992600203, "loss_cls": 0.20568881276994944, "loss_mask": 0.26186066679656506, "loss_rpn_cls": 0.04058459191583097, "loss_rpn_loc": 0.07432027941104025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8736518950774628, "mask_rcnn/false_negative": 0.11876589030089772, "mask_rcnn/false_positive": 0.14415863289139663, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9894553334452212, "total_loss": 0.8214986438979395}
{"data_time": 0.021389611531049013, "eta_seconds": 219568.90084309038, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3251906529097508, "fast_rcnn/fg_cls_accuracy": 0.6192484662576687, "iteration": 49339, "loss_box_reg": 0.22768235951662064, "loss_cls": 0.2012112382799387, "loss_mask": 0.2566614206880331, "loss_rpn_cls": 0.03824283659923822, "loss_rpn_loc": 0.07202809839509428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957915924681995, "mask_rcnn/false_negative": 0.09651869263500845, "mask_rcnn/false_positive": 0.1292259247657719, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9927407489158213, "total_loss": 0.8107950752601027}
{"data_time": 0.015021139057353139, "eta_seconds": 219502.67094355077, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.354232568711761, "fast_rcnn/fg_cls_accuracy": 0.6226688568943859, "iteration": 49359, "loss_box_reg": 0.22482271865010262, "loss_cls": 0.2030189409852028, "loss_mask": 0.2395444270223379, "loss_rpn_cls": 0.039599052543053403, "loss_rpn_loc": 0.07218875084072351, "lr": 0.0001, "mask_rcnn/accuracy": 0.894915149221259, "mask_rcnn/false_negative": 0.10329402979688299, "mask_rcnn/false_positive": 0.11333513552585775, "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": 0.9862529544625431, "total_loss": 0.7922713853768073}
{"data_time": 0.015527644427493215, "eta_seconds": 219482.77403719258, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3342403461806447, "fast_rcnn/fg_cls_accuracy": 0.6177659898256446, "iteration": 49379, "loss_box_reg": 0.23280919715762138, "loss_cls": 0.2140520503744483, "loss_mask": 0.24495854414999485, "loss_rpn_cls": 0.035436313482932746, "loss_rpn_loc": 0.08619418786838651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940705848792965, "mask_rcnn/false_negative": 0.08798843679918296, "mask_rcnn/false_positive": 0.12087944377336976, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9768845294602215, "total_loss": 0.8068836658494547}
{"data_time": 0.013290254399180412, "eta_seconds": 219470.5904852599, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3454563492063492, "fast_rcnn/fg_cls_accuracy": 0.6253609831029185, "iteration": 49399, "loss_box_reg": 0.23118009883910418, "loss_cls": 0.1982698868960142, "loss_mask": 0.24582700617611408, "loss_rpn_cls": 0.03574835159815848, "loss_rpn_loc": 0.07051067531574517, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001274672430548, "mask_rcnn/false_negative": 0.09708702419276423, "mask_rcnn/false_positive": 0.10615897046893692, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9890352641232312, "total_loss": 0.8279888606048189}
{"data_time": 0.01337376469746232, "eta_seconds": 219442.9802244762, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3601635827299544, "fast_rcnn/fg_cls_accuracy": 0.5768821022727273, "iteration": 49419, "loss_box_reg": 0.24598031863570213, "loss_cls": 0.20558251813054085, "loss_mask": 0.24952426366508007, "loss_rpn_cls": 0.03913693968206644, "loss_rpn_loc": 0.08004095265641809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794817823357921, "mask_rcnn/false_negative": 0.09664849774048988, "mask_rcnn/false_positive": 0.13916793912744863, "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": 0.987159094074741, "total_loss": 0.8445302527397871}
{"data_time": 0.017878921469673514, "eta_seconds": 219423.083318118, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3339160839160839, "fast_rcnn/fg_cls_accuracy": 0.6145479410165806, "iteration": 49439, "loss_box_reg": 0.1938400138169527, "loss_cls": 0.17562646232545376, "loss_mask": 0.2398054637014866, "loss_rpn_cls": 0.03531164745800197, "loss_rpn_loc": 0.06253330176696181, "lr": 0.0001, "mask_rcnn/accuracy": 0.9110074753705237, "mask_rcnn/false_negative": 0.07616587163136662, "mask_rcnn/false_positive": 0.10870975095639387, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.999201865401119, "total_loss": 0.7070286646485329}
{"data_time": 0.016145398607477546, "eta_seconds": 219410.8976682648, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3650274613115183, "fast_rcnn/fg_cls_accuracy": 0.6075149044972976, "iteration": 49459, "loss_box_reg": 0.22487356513738632, "loss_cls": 0.19413535855710506, "loss_mask": 0.2556438446044922, "loss_rpn_cls": 0.03599665313959122, "loss_rpn_loc": 0.07919178169686347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907330196551925, "mask_rcnn/false_negative": 0.09941325805004379, "mask_rcnn/false_positive": 0.1251183569545565, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0080641498789191, "total_loss": 0.7910787157597952}
{"data_time": 0.015368487918749452, "eta_seconds": 219237.01308572665, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.32571182421481826, "fast_rcnn/fg_cls_accuracy": 0.6415280679200814, "iteration": 49479, "loss_box_reg": 0.2269213441759348, "loss_cls": 0.19613383244723082, "loss_mask": 0.24466401897370815, "loss_rpn_cls": 0.03435301152057946, "loss_rpn_loc": 0.07889733603224158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863044505811672, "mask_rcnn/false_negative": 0.09917020002846755, "mask_rcnn/false_positive": 0.1319970667545823, "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": 0.9815023154951632, "total_loss": 0.7715524805244058}
{"data_time": 0.016850562067702413, "eta_seconds": 219302.81177780125, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3392531766481245, "fast_rcnn/fg_cls_accuracy": 0.6066053411033785, "iteration": 49499, "loss_box_reg": 0.2285457495599985, "loss_cls": 0.19620641227811575, "loss_mask": 0.25756897404789925, "loss_rpn_cls": 0.0478927583899349, "loss_rpn_loc": 0.08908879617229104, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877521292050081, "mask_rcnn/false_negative": 0.0948262701985323, "mask_rcnn/false_positive": 0.14224608233339003, "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": 1.0222083888947964, "total_loss": 0.8403802955290303}
{"data_time": 0.017221343237906694, "eta_seconds": 219162.85569489002, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3563084498199002, "fast_rcnn/fg_cls_accuracy": 0.6005105662018911, "iteration": 49519, "loss_box_reg": 0.23246493376791477, "loss_cls": 0.19980181567370892, "loss_mask": 0.2473216988146305, "loss_rpn_cls": 0.03589937835931778, "loss_rpn_loc": 0.06886694056447595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879151986990849, "mask_rcnn/false_negative": 0.09266284980598315, "mask_rcnn/false_positive": 0.12920637242383817, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0238262708298862, "total_loss": 0.8185967761091888}
{"data_time": 0.01544570573605597, "eta_seconds": 219263.028954803, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.35272736143637784, "fast_rcnn/fg_cls_accuracy": 0.6183255813953488, "iteration": 49539, "loss_box_reg": 0.2545505054295063, "loss_cls": 0.20151981804519892, "loss_mask": 0.2539296019822359, "loss_rpn_cls": 0.048209047643467784, "loss_rpn_loc": 0.08277819864451885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911444145764618, "mask_rcnn/false_negative": 0.0963178151771143, "mask_rcnn/false_positive": 0.12488027914836944, "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": 1.0090233555529267, "total_loss": 0.8632239766884595}
{"data_time": 0.015696767484769225, "eta_seconds": 219303.70187996887, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3248148790929075, "fast_rcnn/fg_cls_accuracy": 0.5904389152921443, "iteration": 49559, "loss_box_reg": 0.23266235180199146, "loss_cls": 0.19427114352583885, "loss_mask": 0.25968579575419426, "loss_rpn_cls": 0.04085544846020639, "loss_rpn_loc": 0.06610372010618448, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854513232837701, "mask_rcnn/false_negative": 0.10934151794956792, "mask_rcnn/false_positive": 0.1417214980368035, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9999639263842255, "total_loss": 0.807822278002277}
{"data_time": 0.020926750265061855, "eta_seconds": 219223.24613180477, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32405756772033567, "fast_rcnn/fg_cls_accuracy": 0.6333500921736216, "iteration": 49579, "loss_box_reg": 0.22735462058335543, "loss_cls": 0.19545752741396427, "loss_mask": 0.25944056175649166, "loss_rpn_cls": 0.03285595332272351, "loss_rpn_loc": 0.07760751550085843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867451650869485, "mask_rcnn/false_negative": 0.10221359492028681, "mask_rcnn/false_positive": 0.11687110501555618, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9780287819448858, "total_loss": 0.7907769628800452}
{"data_time": 0.01513117435388267, "eta_seconds": 219387.1306172572, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.37541946308724833, "fast_rcnn/fg_cls_accuracy": 0.5889845244305338, "iteration": 49599, "loss_box_reg": 0.22958452440798283, "loss_cls": 0.19464161060750484, "loss_mask": 0.248565886169672, "loss_rpn_cls": 0.045483198715373874, "loss_rpn_loc": 0.08996386989019811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850782119502947, "mask_rcnn/false_negative": 0.1003863454403271, "mask_rcnn/false_positive": 0.12678735946992867, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.018241852056235, "total_loss": 0.8224940922809765}
{"data_time": 0.015186183387413621, "eta_seconds": 219499.936273098, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3365337870685464, "fast_rcnn/fg_cls_accuracy": 0.6153774856757668, "iteration": 49619, "loss_box_reg": 0.24376508686691523, "loss_cls": 0.20892280153930187, "loss_mask": 0.25732802879065275, "loss_rpn_cls": 0.04105641832575202, "loss_rpn_loc": 0.07600998740235809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828581563439328, "mask_rcnn/false_negative": 0.08998032999797567, "mask_rcnn/false_positive": 0.11265865559260149, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9636466160882264, "total_loss": 0.8324875477264868}
{"data_time": 0.014558319700881839, "eta_seconds": 219555.63441794366, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30447689957999235, "fast_rcnn/fg_cls_accuracy": 0.6903684612447498, "iteration": 49639, "loss_box_reg": 0.2285376973450184, "loss_cls": 0.1874139867722988, "loss_mask": 0.2535507529973984, "loss_rpn_cls": 0.03499816439580172, "loss_rpn_loc": 0.0676767808618024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942748519407273, "mask_rcnn/false_negative": 0.08454912425979277, "mask_rcnn/false_positive": 0.11664770486190118, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0039703634101897, "total_loss": 0.7885351713048294}
{"data_time": 0.01441316050477326, "eta_seconds": 219765.75593366288, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.32442067736185387, "fast_rcnn/fg_cls_accuracy": 0.665266106442577, "iteration": 49659, "loss_box_reg": 0.21186225302517414, "loss_cls": 0.18727310374379158, "loss_mask": 0.2506071403622627, "loss_rpn_cls": 0.04050550842657685, "loss_rpn_loc": 0.07075866707600653, "lr": 0.0001, "mask_rcnn/accuracy": 0.884177992048508, "mask_rcnn/false_negative": 0.10332646708399913, "mask_rcnn/false_positive": 0.13487142994894302, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0053938489872962, "total_loss": 0.8163519746158272}
{"data_time": 0.014517726376652718, "eta_seconds": 219550.94161257148, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.30048543689320384, "fast_rcnn/fg_cls_accuracy": 0.6544109436069235, "iteration": 49679, "loss_box_reg": 0.21926009096205235, "loss_cls": 0.18434593733400106, "loss_mask": 0.24669013731181622, "loss_rpn_cls": 0.03405164065770805, "loss_rpn_loc": 0.08626868354622275, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068423993724221, "mask_rcnn/false_negative": 0.09030838799796406, "mask_rcnn/false_positive": 0.09563101807147947, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9734746608883142, "total_loss": 0.7589879265287891}
{"data_time": 0.02042037551291287, "eta_seconds": 219495.8534319885, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.37216819055384076, "fast_rcnn/fg_cls_accuracy": 0.5924840208911194, "iteration": 49699, "loss_box_reg": 0.24669045768678188, "loss_cls": 0.21377442125231028, "loss_mask": 0.26865003630518913, "loss_rpn_cls": 0.05275099212303758, "loss_rpn_loc": 0.07692250655964017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839023109243698, "mask_rcnn/false_negative": 0.09315654517433791, "mask_rcnn/false_positive": 0.12060609043163803, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9780573067255318, "total_loss": 0.8561919699423015}
{"data_time": 0.017232959857210517, "eta_seconds": 219152.22879461944, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3564015030014205, "fast_rcnn/fg_cls_accuracy": 0.6282608695652174, "iteration": 49719, "loss_box_reg": 0.24000396858900785, "loss_cls": 0.21389830019325018, "loss_mask": 0.25734776072204113, "loss_rpn_cls": 0.042767033679410815, "loss_rpn_loc": 0.0814965097233653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838979326430694, "mask_rcnn/false_negative": 0.10184546088055291, "mask_rcnn/false_positive": 0.13200270056638286, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 0.9752930365502834, "total_loss": 0.8103094396647066}
{"data_time": 0.01681153546087444, "eta_seconds": 219365.87861970998, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3384624797332436, "fast_rcnn/fg_cls_accuracy": 0.6068402742249054, "iteration": 49739, "loss_box_reg": 0.23790248297154903, "loss_cls": 0.19881909480318427, "loss_mask": 0.2596403155475855, "loss_rpn_cls": 0.03818593599135056, "loss_rpn_loc": 0.07543293200433254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918666501358118, "mask_rcnn/false_negative": 0.09538807615201303, "mask_rcnn/false_positive": 0.12212729011360104, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0096465919632465, "total_loss": 0.8206569926114753}
{"data_time": 0.017657015938311815, "eta_seconds": 219436.07244603336, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3495958169306127, "fast_rcnn/fg_cls_accuracy": 0.5959617131279257, "iteration": 49759, "loss_box_reg": 0.21761685516685247, "loss_cls": 0.19208569452166557, "loss_mask": 0.2552325837314129, "loss_rpn_cls": 0.0357825867831707, "loss_rpn_loc": 0.06675577070564032, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000447910376235, "mask_rcnn/false_negative": 0.09315838964578058, "mask_rcnn/false_positive": 0.1068306283903471, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0164226610213518, "total_loss": 0.7833609338849783}
{"data_time": 0.013957870658487082, "eta_seconds": 219681.1356051499, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3838974614235938, "fast_rcnn/fg_cls_accuracy": 0.603720773381295, "iteration": 49779, "loss_box_reg": 0.24337041191756725, "loss_cls": 0.21405597124248743, "loss_mask": 0.2519651986658573, "loss_rpn_cls": 0.044143072387669235, "loss_rpn_loc": 0.0870060168672353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929690170848573, "mask_rcnn/false_negative": 0.08944342299398406, "mask_rcnn/false_positive": 0.12727216786766676, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.037369660101831, "total_loss": 0.8341455119661987}
{"data_time": 0.02273288043215871, "eta_seconds": 219661.18454388343, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37358645821088515, "fast_rcnn/fg_cls_accuracy": 0.5756513080278383, "iteration": 49799, "loss_box_reg": 0.21521262638270855, "loss_cls": 0.19858457520604134, "loss_mask": 0.24747329950332642, "loss_rpn_cls": 0.03940194705501199, "loss_rpn_loc": 0.06743525993078947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815943839671544, "mask_rcnn/false_negative": 0.09305235475337695, "mask_rcnn/false_positive": 0.13690727478128759, "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": 1.0079037949908525, "total_loss": 0.7734594997018576}
{"data_time": 0.015836171340197325, "eta_seconds": 219716.2710904004, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3200568990042674, "fast_rcnn/fg_cls_accuracy": 0.6667414923228876, "iteration": 49819, "loss_box_reg": 0.24202650412917137, "loss_cls": 0.2107938900589943, "loss_mask": 0.2604573555290699, "loss_rpn_cls": 0.04076259338762611, "loss_rpn_loc": 0.09862397005781531, "lr": 0.0001, "mask_rcnn/accuracy": 0.888890155196873, "mask_rcnn/false_negative": 0.09815987993404054, "mask_rcnn/false_positive": 0.13475551971697547, "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": 1.007347650360316, "total_loss": 0.8433631275547668}
{"data_time": 0.019316550344228745, "eta_seconds": 219586.22504472733, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.34023199023199024, "fast_rcnn/fg_cls_accuracy": 0.6280447662936142, "iteration": 49839, "loss_box_reg": 0.2346218377351761, "loss_cls": 0.2023711297661066, "loss_mask": 0.25888241082429886, "loss_rpn_cls": 0.0416939256247133, "loss_rpn_loc": 0.0709885599790141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839005015672012, "mask_rcnn/false_negative": 0.1004080623652434, "mask_rcnn/false_positive": 0.12293213108945192, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9865453385282308, "total_loss": 0.7993973653065041}
{"data_time": 0.01972571131773293, "eta_seconds": 219355.43049368542, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.36345408976987925, "fast_rcnn/fg_cls_accuracy": 0.5956544079864934, "iteration": 49859, "loss_box_reg": 0.23523874953389168, "loss_cls": 0.19373270962387323, "loss_mask": 0.24758528918027878, "loss_rpn_cls": 0.041330410400405526, "loss_rpn_loc": 0.0875814410392195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965188291001062, "mask_rcnn/false_negative": 0.09804572790736435, "mask_rcnn/false_positive": 0.10864317678888238, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 0.9862669794820249, "total_loss": 0.8068729680962861}
{"data_time": 0.015449142549186945, "eta_seconds": 219351.63974110037, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3620388349514563, "fast_rcnn/fg_cls_accuracy": 0.6029292929292929, "iteration": 49879, "loss_box_reg": 0.22786653507500887, "loss_cls": 0.19702109973877668, "loss_mask": 0.248094717040658, "loss_rpn_cls": 0.042625329340808094, "loss_rpn_loc": 0.06487411865964532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890939759889389, "mask_rcnn/false_negative": 0.08368195730336422, "mask_rcnn/false_positive": 0.12481996718263039, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9961753424722701, "total_loss": 0.8099192343652248}
{"data_time": 0.01961437938734889, "eta_seconds": 219148.32816573326, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3474643199638969, "fast_rcnn/fg_cls_accuracy": 0.6043343449003826, "iteration": 49899, "loss_box_reg": 0.22908082325011492, "loss_cls": 0.1995159825310111, "loss_mask": 0.24581032432615757, "loss_rpn_cls": 0.038958537857979536, "loss_rpn_loc": 0.08412944781593978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944829610462177, "mask_rcnn/false_negative": 0.09489149605622713, "mask_rcnn/false_positive": 0.11170701709500938, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9907580805011094, "total_loss": 0.776548411231488}
{"data_time": 0.014299741946160793, "eta_seconds": 219068.60120801255, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3335504262043866, "fast_rcnn/fg_cls_accuracy": 0.6372706778606965, "iteration": 49919, "loss_box_reg": 0.228539333678782, "loss_cls": 0.19940546341240406, "loss_mask": 0.25565982423722744, "loss_rpn_cls": 0.03876189375296235, "loss_rpn_loc": 0.07243039831519127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895020673878606, "mask_rcnn/false_negative": 0.09754186068854195, "mask_rcnn/false_positive": 0.13240717077929606, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.965188802452758, "total_loss": 0.8086202180711553}
{"data_time": 0.015928691485896707, "eta_seconds": 219175.37968049292, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3793604651162791, "fast_rcnn/fg_cls_accuracy": 0.6128987560044341, "iteration": 49939, "loss_box_reg": 0.24199462682008743, "loss_cls": 0.19397496059536934, "loss_mask": 0.2530224462971091, "loss_rpn_cls": 0.038801251677796245, "loss_rpn_loc": 0.07642373349517584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916656188896207, "mask_rcnn/false_negative": 0.08763787626930736, "mask_rcnn/false_positive": 0.11665480415994736, "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": 0.992311981972307, "total_loss": 0.8262665594229475}
{"data_time": 0.015460235066711903, "eta_seconds": 219155.4600785952, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.31348453608247423, "fast_rcnn/fg_cls_accuracy": 0.668340206185567, "iteration": 49959, "loss_box_reg": 0.2258081566542387, "loss_cls": 0.19202671386301517, "loss_mask": 0.2607795372605324, "loss_rpn_cls": 0.03958919458091259, "loss_rpn_loc": 0.07756443647667766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919646694272303, "mask_rcnn/false_negative": 0.08345740505360104, "mask_rcnn/false_positive": 0.13470770803370807, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9588338828179985, "total_loss": 0.8122975321020931}
{"data_time": 0.016174731543287635, "eta_seconds": 219222.66731840093, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3326958831341301, "fast_rcnn/fg_cls_accuracy": 0.6326990255561684, "iteration": 49979, "loss_box_reg": 0.19962807977572083, "loss_cls": 0.16490082535892725, "loss_mask": 0.24513904005289078, "loss_rpn_cls": 0.03767177392728627, "loss_rpn_loc": 0.054200798738747835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8731757265633184, "mask_rcnn/false_negative": 0.09365545186844887, "mask_rcnn/false_positive": 0.13625664427682171, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.997425640001893, "total_loss": 0.704027435509488}
{"bbox/AP": 38.420876175081546, "bbox/AP-airplane": 60.63938685624499, "bbox/AP-apple": 19.03967475079522, "bbox/AP-backpack": 12.929314615012528, "bbox/AP-banana": 22.762833452622548, "bbox/AP-baseball bat": 28.748218115251756, "bbox/AP-baseball glove": 36.720959186927324, "bbox/AP-bear": 72.15013419622244, "bbox/AP-bed": 40.89416427632692, "bbox/AP-bench": 22.810361499657077, "bbox/AP-bicycle": 28.979277110585954, "bbox/AP-bird": 34.39255083690112, "bbox/AP-boat": 25.11551298496226, "bbox/AP-book": 14.004564076980932, "bbox/AP-bottle": 37.21947176064654, "bbox/AP-bowl": 39.30240794806692, "bbox/AP-broccoli": 23.225181636809427, "bbox/AP-bus": 60.059342171549304, "bbox/AP-cake": 33.709630096578294, "bbox/AP-car": 42.757591383781296, "bbox/AP-carrot": 20.047681805569496, "bbox/AP-cat": 61.515263998485715, "bbox/AP-cell phone": 30.954191332216986, "bbox/AP-chair": 25.931800758431013, "bbox/AP-clock": 49.5157445432811, "bbox/AP-couch": 40.01408801944312, "bbox/AP-cow": 55.98956910632008, "bbox/AP-cup": 40.26143727382902, "bbox/AP-dining table": 24.04226751406035, "bbox/AP-dog": 59.52288395846561, "bbox/AP-donut": 43.20651417026048, "bbox/AP-elephant": 61.76756265947346, "bbox/AP-fire hydrant": 64.12901437009265, "bbox/AP-fork": 28.84315011701003, "bbox/AP-frisbee": 65.5704415512048, "bbox/AP-giraffe": 62.400960981727785, "bbox/AP-hair drier": 0.944837340876945, "bbox/AP-handbag": 11.41774490814435, "bbox/AP-horse": 53.86553377908554, "bbox/AP-hot dog": 30.70783033085792, "bbox/AP-keyboard": 48.017518104927674, "bbox/AP-kite": 43.45555548476031, "bbox/AP-knife": 14.518656853783204, "bbox/AP-laptop": 54.479370384010096, "bbox/AP-microwave": 45.47812527426645, "bbox/AP-motorcycle": 38.843865663947966, "bbox/AP-mouse": 57.47134475998552, "bbox/AP-orange": 27.08219154816611, "bbox/AP-oven": 26.353721599015145, "bbox/AP-parking meter": 40.27096192728206, "bbox/AP-person": 53.27277855100982, "bbox/AP-pizza": 49.5754023651789, "bbox/AP-potted plant": 25.254121253628742, "bbox/AP-refrigerator": 47.22023467872851, "bbox/AP-remote": 31.001347988224083, "bbox/AP-sandwich": 29.43463189622268, "bbox/AP-scissors": 24.449680598368257, "bbox/AP-sheep": 49.62892780303631, "bbox/AP-sink": 35.05066209273734, "bbox/AP-skateboard": 47.73519403579556, "bbox/AP-skis": 18.907453457429895, "bbox/AP-snowboard": 32.758748848615035, "bbox/AP-spoon": 12.32990171636479, "bbox/AP-sports ball": 47.14060898952, "bbox/AP-stop sign": 60.42467089471444, "bbox/AP-suitcase": 33.468609571991806, "bbox/AP-surfboard": 35.64901236553954, "bbox/AP-teddy bear": 40.902955290862366, "bbox/AP-tennis racket": 44.0686674588486, "bbox/AP-tie": 29.18571836554263, "bbox/AP-toaster": 37.74337272436921, "bbox/AP-toilet": 57.26872803520641, "bbox/AP-toothbrush": 19.539119429990233, "bbox/AP-traffic light": 26.365947654492565, "bbox/AP-train": 58.72804191956295, "bbox/AP-truck": 29.993354739881372, "bbox/AP-tv": 51.623702642379044, "bbox/AP-umbrella": 34.41074143315313, "bbox/AP-vase": 33.73218341884744, "bbox/AP-wine glass": 32.41812873183158, "bbox/AP-zebra": 62.30703797954702, "bbox/AP50": 60.951320204140266, "bbox/AP75": 41.70945905921051, "bbox/APl": 48.35009134080219, "bbox/APm": 41.95361308601989, "bbox/APs": 24.097722441601302, "data_time": 0.02744919713586569, "eta_seconds": 219232.0586182177, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32351252488771587, "fast_rcnn/fg_cls_accuracy": 0.6530268490374873, "iteration": 49999, "loss_box_reg": 0.23234015703201294, "loss_cls": 0.19898603297770023, "loss_mask": 0.25183543749153614, "loss_rpn_cls": 0.035440824925899506, "loss_rpn_loc": 0.06958312750793993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987231814801855, "mask_rcnn/false_negative": 0.09139650323666439, "mask_rcnn/false_positive": 0.11399525108156705, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "segm/AP": 36.40736077264646, "segm/AP-airplane": 52.21105173956321, "segm/AP-apple": 19.291943157239654, "segm/AP-backpack": 12.480357769966973, "segm/AP-banana": 19.346278020154113, "segm/AP-baseball bat": 24.742877184884247, "segm/AP-baseball glove": 42.122052774615085, "segm/AP-bear": 75.03299530492686, "segm/AP-bed": 34.9073056963621, "segm/AP-bench": 17.480466617360122, "segm/AP-bicycle": 18.386991719488055, "segm/AP-bird": 30.40940556883156, "segm/AP-boat": 22.63902885430981, "segm/AP-book": 9.720879245082273, "segm/AP-bottle": 36.74836315087684, "segm/AP-bowl": 38.389140753828315, "segm/AP-broccoli": 22.604120555097655, "segm/AP-bus": 60.40040272751034, "segm/AP-cake": 35.27158451178566, "segm/AP-car": 40.63586540588945, "segm/AP-carrot": 17.349083679490306, "segm/AP-cat": 65.65339731741528, "segm/AP-cell phone": 32.484354961494276, "segm/AP-chair": 18.148360868442346, "segm/AP-clock": 51.064614828367205, "segm/AP-couch": 35.392335481720494, "segm/AP-cow": 50.2219634894457, "segm/AP-cup": 41.22510455387485, "segm/AP-dining table": 14.486712311090214, "segm/AP-dog": 60.17902387144544, "segm/AP-donut": 46.0058108983102, "segm/AP-elephant": 57.03099262730582, "segm/AP-fire hydrant": 63.1205671602074, "segm/AP-fork": 14.235551185827036, "segm/AP-frisbee": 65.48562101425955, "segm/AP-giraffe": 51.08815853560424, "segm/AP-hair drier": 0.12536967982512537, "segm/AP-handbag": 12.405340582439775, "segm/AP-horse": 39.7857910806955, "segm/AP-hot dog": 25.43375039358782, "segm/AP-keyboard": 49.706440315566034, "segm/AP-kite": 33.11965915284672, "segm/AP-knife": 10.254817803268855, "segm/AP-laptop": 57.55330904178049, "segm/AP-microwave": 51.76417207655313, "segm/AP-motorcycle": 31.499212155199707, "segm/AP-mouse": 61.65560790450774, "segm/AP-orange": 27.75563663118709, "segm/AP-oven": 26.510371827802924, "segm/AP-parking meter": 43.1967613428093, "segm/AP-person": 46.56430923039845, "segm/AP-pizza": 49.94231502975494, "segm/AP-potted plant": 22.09802304312091, "segm/AP-refrigerator": 50.2259567248133, "segm/AP-remote": 29.875844257126865, "segm/AP-sandwich": 32.29812676916126, "segm/AP-scissors": 20.169655239252666, "segm/AP-sheep": 44.6517759101313, "segm/AP-sink": 35.478352877539784, "segm/AP-skateboard": 28.451526617324806, "segm/AP-skis": 2.040108092685396, "segm/AP-snowboard": 20.942869190456413, "segm/AP-spoon": 9.055543906664889, "segm/AP-sports ball": 47.392864400651966, "segm/AP-stop sign": 63.90917354601662, "segm/AP-suitcase": 37.21131712687462, "segm/AP-surfboard": 30.16895063954979, "segm/AP-teddy bear": 42.647181931606944, "segm/AP-tennis racket": 53.50619520596089, "segm/AP-tie": 29.48430897882411, "segm/AP-toaster": 40.02379431491535, "segm/AP-toilet": 58.710115518654945, "segm/AP-toothbrush": 14.846401384829965, "segm/AP-traffic light": 26.233916223613065, "segm/AP-train": 59.26464938207723, "segm/AP-truck": 30.406006878582982, "segm/AP-tv": 55.460277841395666, "segm/AP-umbrella": 43.58573592214228, "segm/AP-vase": 34.9028325459001, "segm/AP-wine glass": 30.79803254801361, "segm/AP-zebra": 55.48369700353316, "segm/AP50": 58.15277684179726, "segm/AP75": 38.887737112760725, "segm/APl": 51.273763010084835, "segm/APm": 39.329953538716325, "segm/APs": 18.51697876250233, "time": 0.9951445644255728, "total_loss": 0.796927759423852}
{"data_time": 0.01594303548336029, "eta_seconds": 219343.303068541, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.32484387486311306, "fast_rcnn/fg_cls_accuracy": 0.6417378917378918, "iteration": 50019, "loss_box_reg": 0.2178682293742895, "loss_cls": 0.18547999393194914, "loss_mask": 0.26022434420883656, "loss_rpn_cls": 0.037313601933419704, "loss_rpn_loc": 0.06913976301439106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898212995487431, "mask_rcnn/false_negative": 0.0964035212815143, "mask_rcnn/false_positive": 0.1280667864656007, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0052858765702695, "total_loss": 0.7706699238624424}
{"data_time": 0.018255343195050955, "eta_seconds": 219416.53687446378, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3325736537068341, "fast_rcnn/fg_cls_accuracy": 0.6403797391934316, "iteration": 50039, "loss_box_reg": 0.2282479703426361, "loss_cls": 0.2042225142940879, "loss_mask": 0.25530235655605793, "loss_rpn_cls": 0.03732396080158651, "loss_rpn_loc": 0.07244668062776327, "lr": 0.0001, "mask_rcnn/accuracy": 0.878932391518219, "mask_rcnn/false_negative": 0.09007954655434265, "mask_rcnn/false_positive": 0.14555208731343366, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9966813521459699, "total_loss": 0.8207395812496543}
{"data_time": 0.01642872951924801, "eta_seconds": 219303.4188421443, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.33483258370814595, "fast_rcnn/fg_cls_accuracy": 0.6049080459770115, "iteration": 50059, "loss_box_reg": 0.22981459461152554, "loss_cls": 0.1953185210004449, "loss_mask": 0.25017813593149185, "loss_rpn_cls": 0.03851447580382228, "loss_rpn_loc": 0.07999932579696178, "lr": 0.0001, "mask_rcnn/accuracy": 0.894216708764008, "mask_rcnn/false_negative": 0.09246649511265168, "mask_rcnn/false_positive": 0.10657104448497223, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0038165003061295, "total_loss": 0.799096294096671}
{"data_time": 0.017941941507160664, "eta_seconds": 219123.02970940247, "fast_rcnn/cls_accuracy": 0.910888671875, "fast_rcnn/false_negative": 0.37503867503867505, "fast_rcnn/fg_cls_accuracy": 0.5919883769198838, "iteration": 50079, "loss_box_reg": 0.22839513793587685, "loss_cls": 0.1975200828164816, "loss_mask": 0.2532536257058382, "loss_rpn_cls": 0.04114251350983977, "loss_rpn_loc": 0.08075336925685406, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806215091528786, "mask_rcnn/false_negative": 0.10204010102214889, "mask_rcnn/false_positive": 0.14244143951486787, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 198.375, "rpn/num_pos_anchors": 57.625, "time": 0.9799231009092182, "total_loss": 0.8014656435698271}
{"data_time": 0.017795843770727515, "eta_seconds": 218949.19292887207, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.26484593837535014, "fast_rcnn/fg_cls_accuracy": 0.7057667103538663, "iteration": 50099, "loss_box_reg": 0.20586612448096275, "loss_cls": 0.17375674564391375, "loss_mask": 0.2560069654136896, "loss_rpn_cls": 0.030978482449427247, "loss_rpn_loc": 0.05657381494529545, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919888418273503, "mask_rcnn/false_negative": 0.09055212898529635, "mask_rcnn/false_positive": 0.12173755044204299, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9795882017351687, "total_loss": 0.7356070944806561}
{"data_time": 0.017911445582285523, "eta_seconds": 219112.47749533504, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32322532309421237, "fast_rcnn/fg_cls_accuracy": 0.5969645647065003, "iteration": 50119, "loss_box_reg": 0.24100798182189465, "loss_cls": 0.20938743464648724, "loss_mask": 0.2655702456831932, "loss_rpn_cls": 0.043599754688329995, "loss_rpn_loc": 0.07901017717085779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819062693924385, "mask_rcnn/false_negative": 0.08810707761137773, "mask_rcnn/false_positive": 0.14280851353081336, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0122090219520032, "total_loss": 0.839611733565107}
{"data_time": 0.01760806771926582, "eta_seconds": 219076.4284016611, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.32076271186440675, "fast_rcnn/fg_cls_accuracy": 0.6487240829346093, "iteration": 50139, "loss_box_reg": 0.2425058437511325, "loss_cls": 0.19688789639621973, "loss_mask": 0.25911230221390724, "loss_rpn_cls": 0.04886012920178473, "loss_rpn_loc": 0.07328888541087508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893501606727365, "mask_rcnn/false_negative": 0.09484139902819635, "mask_rcnn/false_positive": 0.14078969194125396, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0217401150148362, "total_loss": 0.8096635974943638}
{"data_time": 0.014608084922656417, "eta_seconds": 219072.61712104082, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3334653151726322, "fast_rcnn/fg_cls_accuracy": 0.6388952207279082, "iteration": 50159, "loss_box_reg": 0.20762072317302227, "loss_cls": 0.18454697262495756, "loss_mask": 0.2584042176604271, "loss_rpn_cls": 0.03394854860380292, "loss_rpn_loc": 0.08463988034054637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868663415797875, "mask_rcnn/false_negative": 0.10400726464176599, "mask_rcnn/false_positive": 0.11926824071540663, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9873979419935495, "total_loss": 0.7830118484562263}
{"data_time": 0.022356018889695406, "eta_seconds": 219004.426684808, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2855043114711262, "fast_rcnn/fg_cls_accuracy": 0.656431803490627, "iteration": 50179, "loss_box_reg": 0.2360567431896925, "loss_cls": 0.19621576461941004, "loss_mask": 0.26407989487051964, "loss_rpn_cls": 0.04180762427859008, "loss_rpn_loc": 0.07833577401470393, "lr": 0.0001, "mask_rcnn/accuracy": 0.895322950608815, "mask_rcnn/false_negative": 0.09001367271033622, "mask_rcnn/false_positive": 0.11178455221875508, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9817051431164145, "total_loss": 0.836951982579194}
{"data_time": 0.013225071365013719, "eta_seconds": 218849.62531044148, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3644310823311748, "fast_rcnn/fg_cls_accuracy": 0.6099033816425121, "iteration": 50199, "loss_box_reg": 0.25061363726854324, "loss_cls": 0.21228130906820297, "loss_mask": 0.2528267614543438, "loss_rpn_cls": 0.03697084356099367, "loss_rpn_loc": 0.07589864986948669, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971076400085447, "mask_rcnn/false_negative": 0.09121490615821465, "mask_rcnn/false_positive": 0.12139012094446817, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9775021120440215, "total_loss": 0.8307719981530681}
{"data_time": 0.015220962930470705, "eta_seconds": 218641.00504150148, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3278372156013001, "fast_rcnn/fg_cls_accuracy": 0.6199534161490683, "iteration": 50219, "loss_box_reg": 0.22863685991615057, "loss_cls": 0.19272363744676113, "loss_mask": 0.2612458262592554, "loss_rpn_cls": 0.04247737675905228, "loss_rpn_loc": 0.09566086530685425, "lr": 0.0001, "mask_rcnn/accuracy": 0.892718501364929, "mask_rcnn/false_negative": 0.09702561356616492, "mask_rcnn/false_positive": 0.1272678561421523, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9783005379140377, "total_loss": 0.8075699543114752}
{"data_time": 0.021392206428572536, "eta_seconds": 218621.10869014636, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3186265841438255, "fast_rcnn/fg_cls_accuracy": 0.6487153652392947, "iteration": 50239, "loss_box_reg": 0.22904512099921703, "loss_cls": 0.19844855088740587, "loss_mask": 0.2642241809517145, "loss_rpn_cls": 0.04074829304590821, "loss_rpn_loc": 0.07799787737894803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826245984504913, "mask_rcnn/false_negative": 0.09228710396376305, "mask_rcnn/false_positive": 0.13141462495416908, "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": 1.0058224434033036, "total_loss": 0.8198984661139548}
{"data_time": 0.02195286424830556, "eta_seconds": 218712.0824244339, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.37920582706766914, "fast_rcnn/fg_cls_accuracy": 0.5850292397660819, "iteration": 50259, "loss_box_reg": 0.2262195460498333, "loss_cls": 0.1835782788693905, "loss_mask": 0.2451644204556942, "loss_rpn_cls": 0.03783619264140725, "loss_rpn_loc": 0.0719363025855273, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990648421331119, "mask_rcnn/false_negative": 0.08839404471294428, "mask_rcnn/false_positive": 0.1104390970383738, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9994117096066475, "total_loss": 0.7792796457652003}
{"data_time": 0.01794654643163085, "eta_seconds": 218542.26200756617, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3681252474480574, "fast_rcnn/fg_cls_accuracy": 0.5840150895373148, "iteration": 50279, "loss_box_reg": 0.2221163623034954, "loss_cls": 0.19291088543832302, "loss_mask": 0.2589610032737255, "loss_rpn_cls": 0.03778114588931203, "loss_rpn_loc": 0.09200231614522636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915403584510727, "mask_rcnn/false_negative": 0.09632716662103274, "mask_rcnn/false_positive": 0.12969202608595357, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9781753423158079, "total_loss": 0.795047404943034}
{"data_time": 0.015304571017622948, "eta_seconds": 218672.26953967474, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.34871437113813036, "fast_rcnn/fg_cls_accuracy": 0.6333092485549132, "iteration": 50299, "loss_box_reg": 0.25212108716368675, "loss_cls": 0.2130101602524519, "loss_mask": 0.25899955444037914, "loss_rpn_cls": 0.050215493771247566, "loss_rpn_loc": 0.09128734550904483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894315424340469, "mask_rcnn/false_negative": 0.0936955105493007, "mask_rcnn/false_positive": 0.13352674879231932, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0385216902941465, "total_loss": 0.8752778775524348}
{"data_time": 0.015918437158688903, "eta_seconds": 218742.61477313936, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30628703094140886, "fast_rcnn/fg_cls_accuracy": 0.6578586135895677, "iteration": 50319, "loss_box_reg": 0.22490568831562996, "loss_cls": 0.1947474107146263, "loss_mask": 0.25650703720748425, "loss_rpn_cls": 0.04056265694089234, "loss_rpn_loc": 0.08818040322512388, "lr": 0.0001, "mask_rcnn/accuracy": 0.900514303575465, "mask_rcnn/false_negative": 0.08772649563270357, "mask_rcnn/false_positive": 0.12199547839041469, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0135784719604999, "total_loss": 0.8488717563450336}
{"data_time": 0.01711008930578828, "eta_seconds": 218710.23064463865, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3471777269260107, "fast_rcnn/fg_cls_accuracy": 0.6165145315286958, "iteration": 50339, "loss_box_reg": 0.19591408502310514, "loss_cls": 0.17209913535043597, "loss_mask": 0.2416693139821291, "loss_rpn_cls": 0.03676167828962207, "loss_rpn_loc": 0.0713017110247165, "lr": 0.0001, "mask_rcnn/accuracy": 0.885265988073751, "mask_rcnn/false_negative": 0.1005034116930804, "mask_rcnn/false_positive": 0.11996736645708236, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9803779004141688, "total_loss": 0.7066727006458677}
{"data_time": 0.015905411913990974, "eta_seconds": 218765.6730848644, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3235125448028674, "fast_rcnn/fg_cls_accuracy": 0.6472048300536672, "iteration": 50359, "loss_box_reg": 0.23357978090643883, "loss_cls": 0.19203615561127663, "loss_mask": 0.25890482403337955, "loss_rpn_cls": 0.03448176581878215, "loss_rpn_loc": 0.07217923505231738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877523266505316, "mask_rcnn/false_negative": 0.0986886957446434, "mask_rcnn/false_positive": 0.1276666257837547, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.007846554275602, "total_loss": 0.7930640883278102}
{"data_time": 0.014105141395702958, "eta_seconds": 218745.75269940775, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3165079365079365, "fast_rcnn/fg_cls_accuracy": 0.6399455508316552, "iteration": 50379, "loss_box_reg": 0.2128039514645934, "loss_cls": 0.1953498926013708, "loss_mask": 0.2472703531384468, "loss_rpn_cls": 0.03320682351477444, "loss_rpn_loc": 0.07610409171320498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852144516343123, "mask_rcnn/false_negative": 0.10708813641422811, "mask_rcnn/false_positive": 0.12462735612487157, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9873598180711269, "total_loss": 0.7807787670753896}
{"data_time": 0.01645694300532341, "eta_seconds": 218793.2909309864, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31744521947438875, "fast_rcnn/fg_cls_accuracy": 0.6280151118860796, "iteration": 50399, "loss_box_reg": 0.2194810016080737, "loss_cls": 0.19135108403861523, "loss_mask": 0.2562911491841078, "loss_rpn_cls": 0.038771606457885355, "loss_rpn_loc": 0.06297493586316705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909793837061092, "mask_rcnn/false_negative": 0.10066795196554762, "mask_rcnn/false_positive": 0.12182189863364128, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.000122596975416, "total_loss": 0.7889270691084675}
{"data_time": 0.01944307843223214, "eta_seconds": 218944.4608045742, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35088221495988486, "fast_rcnn/fg_cls_accuracy": 0.6279806405917998, "iteration": 50419, "loss_box_reg": 0.2567181885242462, "loss_cls": 0.21280240826308727, "loss_mask": 0.2616369817405939, "loss_rpn_cls": 0.03739915962796658, "loss_rpn_loc": 0.08734656497836113, "lr": 0.0001, "mask_rcnn/accuracy": 0.892012357104496, "mask_rcnn/false_negative": 0.103982957715706, "mask_rcnn/false_positive": 0.130305191122185, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0261677354574203, "total_loss": 0.8919263732386753}
{"data_time": 0.01535048708319664, "eta_seconds": 218924.51869137585, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36888518889609245, "fast_rcnn/fg_cls_accuracy": 0.594392523364486, "iteration": 50439, "loss_box_reg": 0.25462059676647186, "loss_cls": 0.19382421672344208, "loss_mask": 0.25846260227262974, "loss_rpn_cls": 0.04041930101811886, "loss_rpn_loc": 0.0758733251132071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888382029496391, "mask_rcnn/false_negative": 0.09747353867077237, "mask_rcnn/false_positive": 0.11064942164653377, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9969138496089727, "total_loss": 0.8114365786314011}
{"data_time": 0.015519211767241359, "eta_seconds": 218904.5765781775, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3623709970323781, "fast_rcnn/fg_cls_accuracy": 0.6038400293973543, "iteration": 50459, "loss_box_reg": 0.23539530485868454, "loss_cls": 0.20015343325212598, "loss_mask": 0.26194573752582073, "loss_rpn_cls": 0.043891537468880415, "loss_rpn_loc": 0.11570853088051081, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845505964598483, "mask_rcnn/false_negative": 0.09337060630479979, "mask_rcnn/false_positive": 0.13495687142749074, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 1.0073226985987276, "total_loss": 0.854056692449376}
{"data_time": 0.013923318823799491, "eta_seconds": 218973.51390868425, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2830153268689396, "fast_rcnn/fg_cls_accuracy": 0.6758365709988721, "iteration": 50479, "loss_box_reg": 0.2287880051881075, "loss_cls": 0.19213215447962284, "loss_mask": 0.25961457192897797, "loss_rpn_cls": 0.03979970782529563, "loss_rpn_loc": 0.07578116399236023, "lr": 0.0001, "mask_rcnn/accuracy": 0.895439943226142, "mask_rcnn/false_negative": 0.07436719857042556, "mask_rcnn/false_positive": 0.12123089531425756, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9956221175380051, "total_loss": 0.8021736475639045}
{"data_time": 0.015916074626147747, "eta_seconds": 218782.225906034, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.319702304737516, "fast_rcnn/fg_cls_accuracy": 0.636682842150945, "iteration": 50499, "loss_box_reg": 0.23770245630294085, "loss_cls": 0.19786532409489155, "loss_mask": 0.2517262436449528, "loss_rpn_cls": 0.039530263049528, "loss_rpn_loc": 0.0792121171252802, "lr": 0.0001, "mask_rcnn/accuracy": 0.900465868165448, "mask_rcnn/false_negative": 0.1015619064439818, "mask_rcnn/false_positive": 0.09609890324815235, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.9884536142926663, "total_loss": 0.8229779910179786}
{"data_time": 0.024934155866503716, "eta_seconds": 218684.62422980927, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3634584875727129, "fast_rcnn/fg_cls_accuracy": 0.6089053961748634, "iteration": 50519, "loss_box_reg": 0.24054347537457943, "loss_cls": 0.18825198989361525, "loss_mask": 0.257134385406971, "loss_rpn_cls": 0.038687922758981586, "loss_rpn_loc": 0.08753559459000826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881177463370362, "mask_rcnn/false_negative": 0.0900832424369821, "mask_rcnn/false_positive": 0.1329769944641175, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9788672178983688, "total_loss": 0.8061511311680079}
{"data_time": 0.01893626688979566, "eta_seconds": 218542.01942227315, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3379904162923031, "fast_rcnn/fg_cls_accuracy": 0.6320718819724302, "iteration": 50539, "loss_box_reg": 0.2424360979348421, "loss_cls": 0.20222930051386356, "loss_mask": 0.241368155926466, "loss_rpn_cls": 0.038754632230848074, "loss_rpn_loc": 0.07899842876940966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837687365318798, "mask_rcnn/false_negative": 0.10312289948233981, "mask_rcnn/false_positive": 0.1240230695741202, "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": 0.975805246969685, "total_loss": 0.819964686408639}
{"data_time": 0.015495821367949247, "eta_seconds": 218493.62149301916, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3606843575418994, "fast_rcnn/fg_cls_accuracy": 0.6102286715273175, "iteration": 50559, "loss_box_reg": 0.1987893208861351, "loss_cls": 0.1888184007257223, "loss_mask": 0.24660375528037548, "loss_rpn_cls": 0.042533683590590954, "loss_rpn_loc": 0.08455601590685546, "lr": 0.0001, "mask_rcnn/accuracy": 0.876924704946088, "mask_rcnn/false_negative": 0.10589996601917293, "mask_rcnn/false_positive": 0.1257411346667059, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9806214498821646, "total_loss": 0.8254601652733982}
{"data_time": 0.015983489574864507, "eta_seconds": 218502.18673851807, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3216687445691186, "fast_rcnn/fg_cls_accuracy": 0.650496807586233, "iteration": 50579, "loss_box_reg": 0.2114072274416685, "loss_cls": 0.17358685052022338, "loss_mask": 0.25072200782597065, "loss_rpn_cls": 0.03533397160936147, "loss_rpn_loc": 0.07492965669371188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979238145606675, "mask_rcnn/false_negative": 0.09441260907647506, "mask_rcnn/false_positive": 0.10928259142269071, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9686268295627087, "total_loss": 0.7999824450816959}
{"data_time": 0.019889325136318803, "eta_seconds": 218472.4051882513, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3283468934911242, "fast_rcnn/fg_cls_accuracy": 0.647401490275322, "iteration": 50599, "loss_box_reg": 0.22109081875532866, "loss_cls": 0.1939632361754775, "loss_mask": 0.23629655130207539, "loss_rpn_cls": 0.0336117607075721, "loss_rpn_loc": 0.0802291304571554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920067901762381, "mask_rcnn/false_negative": 0.09051697984537964, "mask_rcnn/false_positive": 0.12403311664531341, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0360033742617816, "total_loss": 0.7709885196527466}
{"data_time": 0.015967724146321416, "eta_seconds": 218574.09910947084, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.35104293986815477, "fast_rcnn/fg_cls_accuracy": 0.628971803390408, "iteration": 50619, "loss_box_reg": 0.21153825521469116, "loss_cls": 0.17939273174852133, "loss_mask": 0.24815228953957558, "loss_rpn_cls": 0.04028070950880647, "loss_rpn_loc": 0.07360589411109686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879279099566469, "mask_rcnn/false_negative": 0.09597622001389992, "mask_rcnn/false_positive": 0.13238995517318308, "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": 1.011033061426133, "total_loss": 0.7537092213169672}
{"data_time": 0.013299928279593587, "eta_seconds": 218442.43771288544, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.30428202288667405, "fast_rcnn/fg_cls_accuracy": 0.6561688311688312, "iteration": 50639, "loss_box_reg": 0.24520410224795341, "loss_cls": 0.18790502287447453, "loss_mask": 0.2461701538413763, "loss_rpn_cls": 0.04058828856796026, "loss_rpn_loc": 0.1001340695656836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896767317222432, "mask_rcnn/false_negative": 0.09412825767417415, "mask_rcnn/false_positive": 0.1261109967729904, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9787591143976897, "total_loss": 0.8507682702038437}
{"data_time": 0.01821640250273049, "eta_seconds": 218371.01438032463, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.35541258805760206, "fast_rcnn/fg_cls_accuracy": 0.6040744266359692, "iteration": 50659, "loss_box_reg": 0.2498615551739931, "loss_cls": 0.2155980635434389, "loss_mask": 0.25148930959403515, "loss_rpn_cls": 0.04233280778862536, "loss_rpn_loc": 0.08190058707259595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897875623453981, "mask_rcnn/false_negative": 0.09250600904857374, "mask_rcnn/false_positive": 0.14078924304926035, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.975991482147947, "total_loss": 0.840196079807356}
{"data_time": 0.013694913825020194, "eta_seconds": 218374.1390168108, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3293290857336696, "fast_rcnn/fg_cls_accuracy": 0.6418450964842717, "iteration": 50679, "loss_box_reg": 0.22130476403981447, "loss_cls": 0.198654443025589, "loss_mask": 0.24944482557475567, "loss_rpn_cls": 0.03475518571212888, "loss_rpn_loc": 0.08216352481395006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950772585709221, "mask_rcnn/false_negative": 0.08379605109859076, "mask_rcnn/false_positive": 0.12451033225333762, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9829257060773671, "total_loss": 0.7799782243091613}
{"data_time": 0.015211454825475812, "eta_seconds": 218233.16482608207, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.34143832579586775, "fast_rcnn/fg_cls_accuracy": 0.6151406116844995, "iteration": 50699, "loss_box_reg": 0.23562107235193253, "loss_cls": 0.1996691469103098, "loss_mask": 0.25641668401658535, "loss_rpn_cls": 0.04091483913362026, "loss_rpn_loc": 0.07318462757393718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875946585101703, "mask_rcnn/false_negative": 0.09906851843988684, "mask_rcnn/false_positive": 0.13464958046127562, "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": 0.9816374564543366, "total_loss": 0.8202180969528854}
{"data_time": 0.017144871409982443, "eta_seconds": 218213.26212067157, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32175209898365, "fast_rcnn/fg_cls_accuracy": 0.6420230057514379, "iteration": 50719, "loss_box_reg": 0.22780224308371544, "loss_cls": 0.18799187149852514, "loss_mask": 0.24412932991981506, "loss_rpn_cls": 0.03853146004257724, "loss_rpn_loc": 0.07277633855119348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938497103752436, "mask_rcnn/false_negative": 0.09422424845428384, "mask_rcnn/false_positive": 0.12006198296978632, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9668137875851244, "total_loss": 0.7431594670051709}
{"data_time": 0.01490339613519609, "eta_seconds": 217991.4768493548, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3710043921185872, "fast_rcnn/fg_cls_accuracy": 0.604229021172819, "iteration": 50739, "loss_box_reg": 0.24100129213184118, "loss_cls": 0.2011688444763422, "loss_mask": 0.2588253505527973, "loss_rpn_cls": 0.03424601908773184, "loss_rpn_loc": 0.07768318185117096, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794270638917356, "mask_rcnn/false_negative": 0.09494195130967256, "mask_rcnn/false_positive": 0.1460978378986218, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9888967969454825, "total_loss": 0.808959998190403}
{"data_time": 0.013658969895914197, "eta_seconds": 217734.15306519717, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3600526465566306, "fast_rcnn/fg_cls_accuracy": 0.6153646643842723, "iteration": 50759, "loss_box_reg": 0.22982783429324627, "loss_cls": 0.1938583143055439, "loss_mask": 0.2490283576771617, "loss_rpn_cls": 0.04085011989809573, "loss_rpn_loc": 0.08640237874351442, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894556969912557, "mask_rcnn/false_negative": 0.0832541501359978, "mask_rcnn/false_positive": 0.12457240232339221, "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": 0.9876227555796504, "total_loss": 0.8259895333321765}
{"data_time": 0.01958026271313429, "eta_seconds": 217568.48178972956, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3285377093402271, "fast_rcnn/fg_cls_accuracy": 0.6637581998325969, "iteration": 50779, "loss_box_reg": 0.21656160056591034, "loss_cls": 0.17873302288353443, "loss_mask": 0.25134115293622017, "loss_rpn_cls": 0.03477518493309617, "loss_rpn_loc": 0.07939171209000051, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932801245498199, "mask_rcnn/false_negative": 0.10042010580005764, "mask_rcnn/false_positive": 0.12097193281029722, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9987921805586666, "total_loss": 0.8014681246131659}
{"data_time": 0.016156167956069112, "eta_seconds": 217657.27248378098, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35446926441617416, "fast_rcnn/fg_cls_accuracy": 0.6324565425820168, "iteration": 50799, "loss_box_reg": 0.23648537322878838, "loss_cls": 0.20359787065535784, "loss_mask": 0.2534026484936476, "loss_rpn_cls": 0.040477745118550956, "loss_rpn_loc": 0.07699205819517374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878054952099036, "mask_rcnn/false_negative": 0.09652817628258856, "mask_rcnn/false_positive": 0.13454915680310986, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0131869581528008, "total_loss": 0.8262911643832922}
{"data_time": 0.01830486161634326, "eta_seconds": 217501.41920861788, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28307903128047013, "fast_rcnn/fg_cls_accuracy": 0.6504207504207504, "iteration": 50819, "loss_box_reg": 0.23220604564994574, "loss_cls": 0.1930302744731307, "loss_mask": 0.2499142363667488, "loss_rpn_cls": 0.03813717933371663, "loss_rpn_loc": 0.0799597471486777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951676038147536, "mask_rcnn/false_negative": 0.09194667606615184, "mask_rcnn/false_positive": 0.135677892902468, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.985488714883104, "total_loss": 0.8015402588061988}
{"data_time": 0.019662110367789865, "eta_seconds": 217626.32082734257, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3849685566106281, "fast_rcnn/fg_cls_accuracy": 0.5985643775211084, "iteration": 50839, "loss_box_reg": 0.23107077181339264, "loss_cls": 0.20063373167067766, "loss_mask": 0.2607104033231735, "loss_rpn_cls": 0.03793717874214053, "loss_rpn_loc": 0.06713468860834837, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845268205791368, "mask_rcnn/false_negative": 0.09301457084110512, "mask_rcnn/false_positive": 0.14616863326931614, "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": 1.039734048070386, "total_loss": 0.8033981951884925}
{"data_time": 0.01522477506659925, "eta_seconds": 217634.83991382644, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3629974443227455, "fast_rcnn/fg_cls_accuracy": 0.6268470106842464, "iteration": 50859, "loss_box_reg": 0.23932079412043095, "loss_cls": 0.1973558235913515, "loss_mask": 0.2510183732956648, "loss_rpn_cls": 0.04018780030310154, "loss_rpn_loc": 0.10089353518560529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937082138050025, "mask_rcnn/false_negative": 0.10995519940673912, "mask_rcnn/false_positive": 0.12086434288525205, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9999996013939381, "total_loss": 0.8085967167280614}
{"data_time": 0.015211287187412381, "eta_seconds": 217586.60074688494, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.35540818798449614, "fast_rcnn/fg_cls_accuracy": 0.5755975541967759, "iteration": 50879, "loss_box_reg": 0.20718809217214584, "loss_cls": 0.18978972919285297, "loss_mask": 0.2536851745098829, "loss_rpn_cls": 0.0381601492408663, "loss_rpn_loc": 0.07169340015389025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821645732657055, "mask_rcnn/false_negative": 0.09476494435257861, "mask_rcnn/false_positive": 0.14102619581131415, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9793002207297832, "total_loss": 0.7516936003230512}
{"data_time": 0.016544188372790813, "eta_seconds": 217566.74070665613, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3547619047619048, "fast_rcnn/fg_cls_accuracy": 0.6376050420168067, "iteration": 50899, "loss_box_reg": 0.2210326106287539, "loss_cls": 0.1982668600976467, "loss_mask": 0.26873480901122093, "loss_rpn_cls": 0.03873706562444568, "loss_rpn_loc": 0.06407333788229153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778378772593016, "mask_rcnn/false_negative": 0.10352705471175423, "mask_rcnn/false_positive": 0.13373850582730615, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9925034581683576, "total_loss": 0.8102904017432593}
{"data_time": 0.015967994462698698, "eta_seconds": 217571.2064338848, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.31114827201783724, "fast_rcnn/fg_cls_accuracy": 0.6470610594173812, "iteration": 50919, "loss_box_reg": 0.2254902571439743, "loss_cls": 0.20118234399706125, "loss_mask": 0.2514694258570671, "loss_rpn_cls": 0.03966572508215904, "loss_rpn_loc": 0.07813461520709097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780022719279159, "mask_rcnn/false_negative": 0.11322205695528414, "mask_rcnn/false_positive": 0.12665493513168308, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9929717825725675, "total_loss": 0.8076678954530507}
{"data_time": 0.015463054412975907, "eta_seconds": 217559.1340976581, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3265573029353828, "fast_rcnn/fg_cls_accuracy": 0.6169063350174893, "iteration": 50939, "loss_box_reg": 0.22791670076549053, "loss_cls": 0.19370262697339058, "loss_mask": 0.2616104781627655, "loss_rpn_cls": 0.040923513122834265, "loss_rpn_loc": 0.07780447113327682, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937723498997814, "mask_rcnn/false_negative": 0.10426770844685712, "mask_rcnn/false_positive": 0.10666175552310121, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0237927860580385, "total_loss": 0.7946719810715877}
{"data_time": 0.017469268525019288, "eta_seconds": 217935.53810637444, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.37167414050822123, "fast_rcnn/fg_cls_accuracy": 0.5949449449449449, "iteration": 50959, "loss_box_reg": 0.22623638715595007, "loss_cls": 0.19198601506650448, "loss_mask": 0.25079637207090855, "loss_rpn_cls": 0.0452255520503968, "loss_rpn_loc": 0.09172321564983577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814662019321617, "mask_rcnn/false_negative": 0.10280595153948482, "mask_rcnn/false_positive": 0.14600132380126513, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0252777659334242, "total_loss": 0.8156827609054744}
{"data_time": 0.022325002122670412, "eta_seconds": 218052.4280549772, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.34197809278350516, "fast_rcnn/fg_cls_accuracy": 0.6433455040091638, "iteration": 50979, "loss_box_reg": 0.21541203185915947, "loss_cls": 0.19138809433206916, "loss_mask": 0.25355593487620354, "loss_rpn_cls": 0.03504824615083635, "loss_rpn_loc": 0.07923984609078616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864069782458766, "mask_rcnn/false_negative": 0.08227689957228315, "mask_rcnn/false_positive": 0.13448710948270687, "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": 1.0052264898549765, "total_loss": 0.795167084375862}
{"data_time": 0.0229035506490618, "eta_seconds": 218138.38054100052, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.30498389045509466, "fast_rcnn/fg_cls_accuracy": 0.6586890857833266, "iteration": 50999, "loss_box_reg": 0.21458271890878677, "loss_cls": 0.17583468463271856, "loss_mask": 0.24252545274794102, "loss_rpn_cls": 0.036952302791178226, "loss_rpn_loc": 0.06933142896741629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992914276516917, "mask_rcnn/false_negative": 0.09489224761909795, "mask_rcnn/false_positive": 0.11073086002252616, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0177228525280952, "total_loss": 0.7688061567605473}
{"data_time": 0.02881392161361873, "eta_seconds": 218039.38966373913, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.33791208791208793, "fast_rcnn/fg_cls_accuracy": 0.5900099006738846, "iteration": 51019, "loss_box_reg": 0.2197473756968975, "loss_cls": 0.1928654434159398, "loss_mask": 0.24674569070339203, "loss_rpn_cls": 0.03815316403051838, "loss_rpn_loc": 0.08037835964933038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925187954928807, "mask_rcnn/false_negative": 0.09585995413151369, "mask_rcnn/false_positive": 0.126234437035977, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9885924509726465, "total_loss": 0.8042079014703631}
{"data_time": 0.020533075090497732, "eta_seconds": 217835.98982432857, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3367105897477101, "fast_rcnn/fg_cls_accuracy": 0.6353047722069884, "iteration": 51039, "loss_box_reg": 0.2091687098145485, "loss_cls": 0.18722036015242338, "loss_mask": 0.2496599592268467, "loss_rpn_cls": 0.0327667374513112, "loss_rpn_loc": 0.06844561640173197, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896565883776628, "mask_rcnn/false_negative": 0.0822677229075929, "mask_rcnn/false_positive": 0.12654183964116783, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.983497888315469, "total_loss": 0.757489898824133}
{"data_time": 0.026131585938856006, "eta_seconds": 217717.95901401434, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33268983268983265, "fast_rcnn/fg_cls_accuracy": 0.6376274995677982, "iteration": 51059, "loss_box_reg": 0.244893541559577, "loss_cls": 0.1964209172874689, "loss_mask": 0.24470629543066025, "loss_rpn_cls": 0.03981068031862378, "loss_rpn_loc": 0.07723265467211604, "lr": 0.0001, "mask_rcnn/accuracy": 0.895522451083983, "mask_rcnn/false_negative": 0.09568639442549011, "mask_rcnn/false_positive": 0.1180570611057487, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9983762407209724, "total_loss": 0.8310667157638818}
{"data_time": 0.017815229715779424, "eta_seconds": 217796.19516049512, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3292542648828485, "fast_rcnn/fg_cls_accuracy": 0.6111505520897844, "iteration": 51079, "loss_box_reg": 0.23086353112012148, "loss_cls": 0.19331876933574677, "loss_mask": 0.2598582673817873, "loss_rpn_cls": 0.04579105821903795, "loss_rpn_loc": 0.08022543741390109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856778547971877, "mask_rcnn/false_negative": 0.09103334411298578, "mask_rcnn/false_positive": 0.1264715015905769, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9867004128172994, "total_loss": 0.82070875284262}
{"data_time": 0.01517920452170074, "eta_seconds": 218038.77397454344, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.37061855670103094, "fast_rcnn/fg_cls_accuracy": 0.609963167587477, "iteration": 51099, "loss_box_reg": 0.22365950234234333, "loss_cls": 0.1784383337944746, "loss_mask": 0.23981811851263046, "loss_rpn_cls": 0.038217531982809305, "loss_rpn_loc": 0.08065112971235067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892331280397727, "mask_rcnn/false_negative": 0.10754681117777981, "mask_rcnn/false_positive": 0.11677604723183388, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0042086290195584, "total_loss": 0.7665839737746865}
{"data_time": 0.016539229545742273, "eta_seconds": 217872.14914798737, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32976827094474154, "fast_rcnn/fg_cls_accuracy": 0.6189739053516143, "iteration": 51119, "loss_box_reg": 0.23031975328922272, "loss_cls": 0.2156850229948759, "loss_mask": 0.26783841103315353, "loss_rpn_cls": 0.04094042372889817, "loss_rpn_loc": 0.07605591125320643, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857868769254376, "mask_rcnn/false_negative": 0.1082016540472169, "mask_rcnn/false_positive": 0.11802538733848073, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9821911943145096, "total_loss": 0.8432629848830402}
{"data_time": 0.01506196241825819, "eta_seconds": 217736.50316474494, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.36206287530907805, "fast_rcnn/fg_cls_accuracy": 0.6180499325236167, "iteration": 51139, "loss_box_reg": 0.20987754128873348, "loss_cls": 0.17112091276794672, "loss_mask": 0.26012706756591797, "loss_rpn_cls": 0.03800344513729215, "loss_rpn_loc": 0.06690824427641928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8780738504001613, "mask_rcnn/false_negative": 0.11113846183927784, "mask_rcnn/false_positive": 0.13293771493856885, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.99349400610663, "total_loss": 0.7576865353621542}
{"data_time": 0.016519868979230523, "eta_seconds": 217919.821032295, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32769644685532534, "fast_rcnn/fg_cls_accuracy": 0.6416265082068191, "iteration": 51159, "loss_box_reg": 0.23243476916104555, "loss_cls": 0.21324819885194302, "loss_mask": 0.25870396941900253, "loss_rpn_cls": 0.04302612110041082, "loss_rpn_loc": 0.08471140032634139, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879334758578956, "mask_rcnn/false_negative": 0.10515472308171164, "mask_rcnn/false_positive": 0.13148457378821576, "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": 1.0062978321220726, "total_loss": 0.826090064831078}
{"data_time": 0.015742384595796466, "eta_seconds": 218038.94512832165, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2998310982682485, "fast_rcnn/fg_cls_accuracy": 0.6760411562959334, "iteration": 51179, "loss_box_reg": 0.22588540986180305, "loss_cls": 0.19580714218318462, "loss_mask": 0.24606617726385593, "loss_rpn_cls": 0.03441510070115328, "loss_rpn_loc": 0.0629934431053698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851583122045034, "mask_rcnn/false_negative": 0.09062149752150486, "mask_rcnn/false_positive": 0.1348112672272987, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0104950666427612, "total_loss": 0.8012291176710278}
{"data_time": 0.024626606609672308, "eta_seconds": 217939.16740808636, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29023255813953486, "fast_rcnn/fg_cls_accuracy": 0.6792764857881137, "iteration": 51199, "loss_box_reg": 0.2285221703350544, "loss_cls": 0.1827709563076496, "loss_mask": 0.25310693494975567, "loss_rpn_cls": 0.03741863614413887, "loss_rpn_loc": 0.08883905969560146, "lr": 0.0001, "mask_rcnn/accuracy": 0.908057878336411, "mask_rcnn/false_negative": 0.0801569465350079, "mask_rcnn/false_positive": 0.09691053262846995, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9792836559936404, "total_loss": 0.7956988660153002}
{"data_time": 0.014806861290708184, "eta_seconds": 217840.24874706753, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3461363980039317, "fast_rcnn/fg_cls_accuracy": 0.6408323992684797, "iteration": 51219, "loss_box_reg": 0.24744469486176968, "loss_cls": 0.1964336670935154, "loss_mask": 0.2525886967778206, "loss_rpn_cls": 0.041521347127854824, "loss_rpn_loc": 0.08347661048173904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882392890095039, "mask_rcnn/false_negative": 0.10126361481359458, "mask_rcnn/false_positive": 0.1333636015423536, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9846429559402168, "total_loss": 0.8567507774569094}
{"data_time": 0.01538851554505527, "eta_seconds": 217538.96370652132, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32868901654805793, "fast_rcnn/fg_cls_accuracy": 0.6116702451243514, "iteration": 51239, "loss_box_reg": 0.22767971828579903, "loss_cls": 0.18840223364531994, "loss_mask": 0.2583067752420902, "loss_rpn_cls": 0.04498190991580486, "loss_rpn_loc": 0.08332575089298189, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875878045453771, "mask_rcnn/false_negative": 0.09908049941050852, "mask_rcnn/false_positive": 0.1284823954443606, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9665226589422673, "total_loss": 0.8117591716581956}
{"data_time": 0.016598517075181007, "eta_seconds": 217434.6139616752, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2852733348639065, "fast_rcnn/fg_cls_accuracy": 0.6873038953087931, "iteration": 51259, "loss_box_reg": 0.22436300292611122, "loss_cls": 0.1924083326011896, "loss_mask": 0.25335476361215115, "loss_rpn_cls": 0.03716351999901235, "loss_rpn_loc": 0.08249887567944825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959417011013207, "mask_rcnn/false_negative": 0.08451418336220087, "mask_rcnn/false_positive": 0.12081481313538736, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9670225193258375, "total_loss": 0.8251006861682981}
{"data_time": 0.015232244739308953, "eta_seconds": 217597.22184132785, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3599708348523515, "fast_rcnn/fg_cls_accuracy": 0.6210726325467362, "iteration": 51279, "loss_box_reg": 0.22929260600358248, "loss_cls": 0.18351023644208908, "loss_mask": 0.24501418322324753, "loss_rpn_cls": 0.03510064340662211, "loss_rpn_loc": 0.06276288093067706, "lr": 0.0001, "mask_rcnn/accuracy": 0.889237103964641, "mask_rcnn/false_negative": 0.09217666925655964, "mask_rcnn/false_positive": 0.10849935202742511, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.003451257944107, "total_loss": 0.7928262159693986}
{"data_time": 0.014614535728469491, "eta_seconds": 217233.5774300387, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30920794850265887, "fast_rcnn/fg_cls_accuracy": 0.6652306629942638, "iteration": 51299, "loss_box_reg": 0.24889474734663963, "loss_cls": 0.20791934989392757, "loss_mask": 0.257340744137764, "loss_rpn_cls": 0.044708812376484275, "loss_rpn_loc": 0.08357035322114825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869922351081264, "mask_rcnn/false_negative": 0.0815554638502832, "mask_rcnn/false_positive": 0.13469398052428938, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9759640705306083, "total_loss": 0.8752332401927561}
{"data_time": 0.017220185371115804, "eta_seconds": 217213.71153361164, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3373270536750677, "fast_rcnn/fg_cls_accuracy": 0.6551865222623345, "iteration": 51319, "loss_box_reg": 0.22868081089109182, "loss_cls": 0.19182289484888315, "loss_mask": 0.23882117308676243, "loss_rpn_cls": 0.03438004764029756, "loss_rpn_loc": 0.07102549076080322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999402332361517, "mask_rcnn/false_negative": 0.08345505508397051, "mask_rcnn/false_positive": 0.11996257933305274, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0204932924825698, "total_loss": 0.7806310702580959}
{"data_time": 0.016345106530934572, "eta_seconds": 217372.63186566066, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29500866132216086, "fast_rcnn/fg_cls_accuracy": 0.6813115886695029, "iteration": 51339, "loss_box_reg": 0.21973288338631392, "loss_cls": 0.18262732215225697, "loss_mask": 0.24284966103732586, "loss_rpn_cls": 0.042957955796737224, "loss_rpn_loc": 0.07488612446468323, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927395223350114, "mask_rcnn/false_negative": 0.09269385113970471, "mask_rcnn/false_positive": 0.12684612472322082, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.997757876990363, "total_loss": 0.7806143910856918}
{"data_time": 0.015557947102934122, "eta_seconds": 217352.74961633608, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38504323326532597, "fast_rcnn/fg_cls_accuracy": 0.6041417931661834, "iteration": 51359, "loss_box_reg": 0.252530038356781, "loss_cls": 0.19498400390148163, "loss_mask": 0.25722838565707207, "loss_rpn_cls": 0.03934404440224171, "loss_rpn_loc": 0.07463081041350961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819562736563584, "mask_rcnn/false_negative": 0.10196723518140634, "mask_rcnn/false_positive": 0.1261092818366193, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9979250666219741, "total_loss": 0.8560489454539493}
{"data_time": 0.017632353119552135, "eta_seconds": 217395.16817876603, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.28005147258020824, "fast_rcnn/fg_cls_accuracy": 0.6889150121908743, "iteration": 51379, "loss_box_reg": 0.24191171862185, "loss_cls": 0.18482992891222239, "loss_mask": 0.2675991952419281, "loss_rpn_cls": 0.04154404276050627, "loss_rpn_loc": 0.08753569761756808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812818502939617, "mask_rcnn/false_negative": 0.09914599949444788, "mask_rcnn/false_positive": 0.13697783602644104, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9955837377347052, "total_loss": 0.8130458606174216}
{"data_time": 0.015571799362078309, "eta_seconds": 217375.28022998013, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3616727064657639, "fast_rcnn/fg_cls_accuracy": 0.5914427191000433, "iteration": 51399, "loss_box_reg": 0.24155136197805405, "loss_cls": 0.1969058346003294, "loss_mask": 0.24874818697571754, "loss_rpn_cls": 0.030875066062435508, "loss_rpn_loc": 0.08139558194670826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848798134676088, "mask_rcnn/false_negative": 0.09012366455903786, "mask_rcnn/false_positive": 0.14252795310881516, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9966385364532471, "total_loss": 0.8100233543664217}
{"data_time": 0.017199922585859895, "eta_seconds": 217289.60663046688, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3271144278606965, "fast_rcnn/fg_cls_accuracy": 0.622631103074141, "iteration": 51419, "loss_box_reg": 0.24706004839390516, "loss_cls": 0.2114337645471096, "loss_mask": 0.2596642803400755, "loss_rpn_cls": 0.03886342514306307, "loss_rpn_loc": 0.08713363716378808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849825726994094, "mask_rcnn/false_negative": 0.11065819810842942, "mask_rcnn/false_positive": 0.11878653720120133, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.005821529077366, "total_loss": 0.8605500706471503}
{"data_time": 0.013553721131756902, "eta_seconds": 217287.45506443083, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31288461538461537, "fast_rcnn/fg_cls_accuracy": 0.6443989292667099, "iteration": 51439, "loss_box_reg": 0.21449879370629787, "loss_cls": 0.1884032003581524, "loss_mask": 0.2427357193082571, "loss_rpn_cls": 0.03506154101341963, "loss_rpn_loc": 0.05907488241791725, "lr": 0.0001, "mask_rcnn/accuracy": 0.904884082338469, "mask_rcnn/false_negative": 0.09478922623959529, "mask_rcnn/false_positive": 0.10927375876861886, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.002464598044753, "total_loss": 0.771148000145331}
{"data_time": 0.015813113190233707, "eta_seconds": 217196.3268791698, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.31581798483206935, "fast_rcnn/fg_cls_accuracy": 0.6230038326413286, "iteration": 51459, "loss_box_reg": 0.22128701955080032, "loss_cls": 0.18487475998699665, "loss_mask": 0.26061620377004147, "loss_rpn_cls": 0.04442198993638158, "loss_rpn_loc": 0.08462622296065092, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869601463512586, "mask_rcnn/false_negative": 0.09513727275104368, "mask_rcnn/false_positive": 0.13253622782142224, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.014264116762206, "total_loss": 0.8054651017300785}
{"data_time": 0.013965582009404898, "eta_seconds": 217030.31889039092, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.37286324786324787, "fast_rcnn/fg_cls_accuracy": 0.6063765182186235, "iteration": 51479, "loss_box_reg": 0.22957924008369446, "loss_cls": 0.21197907160967588, "loss_mask": 0.2609863802790642, "loss_rpn_cls": 0.03523248864803463, "loss_rpn_loc": 0.07681298675015569, "lr": 0.0001, "mask_rcnn/accuracy": 0.894235549531794, "mask_rcnn/false_negative": 0.09397606995782891, "mask_rcnn/false_positive": 0.11837966570483524, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9626862513832748, "total_loss": 0.8405427916441113}
{"data_time": 0.014048219192773104, "eta_seconds": 217010.45523316134, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3953619234376332, "fast_rcnn/fg_cls_accuracy": 0.5511256381994856, "iteration": 51499, "loss_box_reg": 0.23026485741138458, "loss_cls": 0.20384670794010162, "loss_mask": 0.25268001295626163, "loss_rpn_cls": 0.04586547380313277, "loss_rpn_loc": 0.08423730707727373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933238642968528, "mask_rcnn/false_negative": 0.09462601948680688, "mask_rcnn/false_positive": 0.123085330448234, "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": 0.9815629960503429, "total_loss": 0.8274537934921682}
{"data_time": 0.013275582576170564, "eta_seconds": 217066.1182199046, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32791353383458643, "fast_rcnn/fg_cls_accuracy": 0.6106470326496688, "iteration": 51519, "loss_box_reg": 0.22671891003847122, "loss_cls": 0.21070899348706007, "loss_mask": 0.25742391124367714, "loss_rpn_cls": 0.04056539776502177, "loss_rpn_loc": 0.07428683483158238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924833028627588, "mask_rcnn/false_negative": 0.08444663545901998, "mask_rcnn/false_positive": 0.12698773488205686, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0216672124806792, "total_loss": 0.7941956024151295}
{"data_time": 0.0186225229408592, "eta_seconds": 217188.03730497602, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.3617761286917338, "fast_rcnn/fg_cls_accuracy": 0.5884333596560498, "iteration": 51539, "loss_box_reg": 0.2538372417911887, "loss_cls": 0.21790009643882513, "loss_mask": 0.2654373738914728, "loss_rpn_cls": 0.04351667035371065, "loss_rpn_loc": 0.08561405073851347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801646867696273, "mask_rcnn/false_negative": 0.10945200370928246, "mask_rcnn/false_positive": 0.13142931539488295, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.992801480460912, "total_loss": 0.8749543763697147}
{"data_time": 0.024423829512670636, "eta_seconds": 217150.43312452734, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3279332920919682, "fast_rcnn/fg_cls_accuracy": 0.6073564284977833, "iteration": 51559, "loss_box_reg": 0.2197615522891283, "loss_cls": 0.19500986859202385, "loss_mask": 0.2510189451277256, "loss_rpn_cls": 0.038527617463842034, "loss_rpn_loc": 0.07409566105343401, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841860824757151, "mask_rcnn/false_negative": 0.08938146084799435, "mask_rcnn/false_positive": 0.1347330867893506, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.971118237124756, "total_loss": 0.8314405248966068}
{"data_time": 0.01729743741452694, "eta_seconds": 217130.5511951074, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33647798742138363, "fast_rcnn/fg_cls_accuracy": 0.6245499982524204, "iteration": 51579, "loss_box_reg": 0.24390457710251212, "loss_cls": 0.20616269018501043, "loss_mask": 0.24997223541140556, "loss_rpn_cls": 0.043685151962563396, "loss_rpn_loc": 0.09012217784766108, "lr": 0.0001, "mask_rcnn/accuracy": 0.89031999970076, "mask_rcnn/false_negative": 0.0902931684695032, "mask_rcnn/false_positive": 0.12489579692583272, "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": 0.9910864275880158, "total_loss": 0.8535883239237592}
{"data_time": 0.021488052792847157, "eta_seconds": 216986.63593567908, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3620737073707371, "fast_rcnn/fg_cls_accuracy": 0.6103077112690523, "iteration": 51599, "loss_box_reg": 0.2215836113318801, "loss_cls": 0.20230961311608553, "loss_mask": 0.26194111816585064, "loss_rpn_cls": 0.04227406904101372, "loss_rpn_loc": 0.07211433083284646, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967658793353919, "mask_rcnn/false_negative": 0.10373874267457822, "mask_rcnn/false_positive": 0.12821312445612065, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0040149665437639, "total_loss": 0.8135761374142021}
{"data_time": 0.0161187460180372, "eta_seconds": 216966.7653646227, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.35962051165692893, "fast_rcnn/fg_cls_accuracy": 0.6219368653922515, "iteration": 51619, "loss_box_reg": 0.2173486091196537, "loss_cls": 0.18691715691238642, "loss_mask": 0.236513564363122, "loss_rpn_cls": 0.040680103993508965, "loss_rpn_loc": 0.06272869766689837, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973168218363166, "mask_rcnn/false_negative": 0.08092080875798344, "mask_rcnn/false_positive": 0.11722876235878807, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9988918446470052, "total_loss": 0.7543834269163199}
{"data_time": 0.015231489902362227, "eta_seconds": 216871.40963255428, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.28953092243186584, "fast_rcnn/fg_cls_accuracy": 0.708732966457023, "iteration": 51639, "loss_box_reg": 0.20696070697158575, "loss_cls": 0.18625017628073692, "loss_mask": 0.2487504482269287, "loss_rpn_cls": 0.040470819687470794, "loss_rpn_loc": 0.06727373413741589, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086780659726104, "mask_rcnn/false_negative": 0.08388333553152086, "mask_rcnn/false_positive": 0.1021694743058375, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.9712627360131592, "total_loss": 0.7673692845273763}
{"data_time": 0.014311454957351089, "eta_seconds": 216997.5565608032, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3089849548278326, "fast_rcnn/fg_cls_accuracy": 0.6536413067700673, "iteration": 51659, "loss_box_reg": 0.2194446325302124, "loss_cls": 0.1840016981586814, "loss_mask": 0.2521346192806959, "loss_rpn_cls": 0.03905432776082307, "loss_rpn_loc": 0.06268806755542755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845636333320599, "mask_rcnn/false_negative": 0.08608108030020839, "mask_rcnn/false_positive": 0.13241270170011593, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9986078981310129, "total_loss": 0.7740683490410447}
{"data_time": 0.013876919634640217, "eta_seconds": 217158.74738270417, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31074256074256074, "fast_rcnn/fg_cls_accuracy": 0.6368507066317529, "iteration": 51679, "loss_box_reg": 0.24322784412652254, "loss_cls": 0.2041583266109228, "loss_mask": 0.25344765186309814, "loss_rpn_cls": 0.03678593202494085, "loss_rpn_loc": 0.06672763358801603, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015727689041526, "mask_rcnn/false_negative": 0.08043139004137848, "mask_rcnn/false_positive": 0.11204228549895046, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0111514187883586, "total_loss": 0.8280598726123571}
{"data_time": 0.014498131582513452, "eta_seconds": 217207.28703972418, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2957976508025645, "fast_rcnn/fg_cls_accuracy": 0.6796829442777874, "iteration": 51699, "loss_box_reg": 0.21982303820550442, "loss_cls": 0.17634409479796886, "loss_mask": 0.2385545615106821, "loss_rpn_cls": 0.03578198829200119, "loss_rpn_loc": 0.07501059025526047, "lr": 0.0001, "mask_rcnn/accuracy": 0.90140628619869, "mask_rcnn/false_negative": 0.07983976270552506, "mask_rcnn/false_positive": 0.10897064755132876, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9870000223163515, "total_loss": 0.7369632996851578}
{"data_time": 0.016450166469439864, "eta_seconds": 217253.91416676342, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.3622454188147619, "fast_rcnn/fg_cls_accuracy": 0.5999853648720341, "iteration": 51719, "loss_box_reg": 0.248454287648201, "loss_cls": 0.20735112950205803, "loss_mask": 0.2631257735192776, "loss_rpn_cls": 0.03903869492933154, "loss_rpn_loc": 0.07285213586874306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883145899584841, "mask_rcnn/false_negative": 0.10320608189919081, "mask_rcnn/false_positive": 0.125113177660251, "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": 1.0445190479513258, "total_loss": 0.8315286919823848}
{"data_time": 0.019516573287546635, "eta_seconds": 217463.39874977712, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3153505786249149, "fast_rcnn/fg_cls_accuracy": 0.6446180242008308, "iteration": 51739, "loss_box_reg": 0.21911216713488102, "loss_cls": 0.18080626521259546, "loss_mask": 0.24579180590808392, "loss_rpn_cls": 0.04031157755525783, "loss_rpn_loc": 0.06903711071936414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893228010740666, "mask_rcnn/false_negative": 0.10137928065188195, "mask_rcnn/false_positive": 0.12165321033472663, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0439973489847034, "total_loss": 0.7572360355407}
{"data_time": 0.016637671971693635, "eta_seconds": 217443.47174540162, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3470028937577512, "fast_rcnn/fg_cls_accuracy": 0.6045228691553064, "iteration": 51759, "loss_box_reg": 0.2301548570394516, "loss_cls": 0.1907996665686369, "loss_mask": 0.244908781722188, "loss_rpn_cls": 0.0383965817745775, "loss_rpn_loc": 0.07918998505920172, "lr": 0.0001, "mask_rcnn/accuracy": 0.892489894617888, "mask_rcnn/false_negative": 0.08870520875217502, "mask_rcnn/false_positive": 0.12065642827350331, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.971251385519281, "total_loss": 0.7824279544875026}
{"data_time": 0.018464199034497142, "eta_seconds": 217413.5027339682, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3051948051948052, "fast_rcnn/fg_cls_accuracy": 0.6462740347280465, "iteration": 51779, "loss_box_reg": 0.2235227320343256, "loss_cls": 0.1961269963067025, "loss_mask": 0.24798930436372757, "loss_rpn_cls": 0.03906029055360705, "loss_rpn_loc": 0.06776466127485037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861241227931373, "mask_rcnn/false_negative": 0.106197285301296, "mask_rcnn/false_positive": 0.10841421631392796, "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": 0.9841614232864231, "total_loss": 0.7580914474383462}
{"data_time": 0.014135690871626139, "eta_seconds": 217403.61773665063, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3105679156908665, "fast_rcnn/fg_cls_accuracy": 0.6772745411013568, "iteration": 51799, "loss_box_reg": 0.22730988264083862, "loss_cls": 0.1900612935423851, "loss_mask": 0.2511134445667267, "loss_rpn_cls": 0.0409196896944195, "loss_rpn_loc": 0.08892156230285764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963187060538501, "mask_rcnn/false_negative": 0.0977716101146528, "mask_rcnn/false_positive": 0.11053027995190537, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0115550744812936, "total_loss": 0.8179852194152772}
{"data_time": 0.014781597070395947, "eta_seconds": 217521.30194459576, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32616385859089775, "fast_rcnn/fg_cls_accuracy": 0.6458042932812935, "iteration": 51819, "loss_box_reg": 0.22403845563530922, "loss_cls": 0.19092628359794617, "loss_mask": 0.2493618931621313, "loss_rpn_cls": 0.03516204399056733, "loss_rpn_loc": 0.06632515136152506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825516079719559, "mask_rcnn/false_negative": 0.08965454929491765, "mask_rcnn/false_positive": 0.14830862098472952, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9993825466372073, "total_loss": 0.7633783540222794}
{"data_time": 0.014673825120553374, "eta_seconds": 217378.92929038033, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3275586220688965, "fast_rcnn/fg_cls_accuracy": 0.6267899061032864, "iteration": 51839, "loss_box_reg": 0.22420541569590569, "loss_cls": 0.19786292128264904, "loss_mask": 0.25135885551571846, "loss_rpn_cls": 0.042157885851338506, "loss_rpn_loc": 0.08147625182755291, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913923905514437, "mask_rcnn/false_negative": 0.07753822016050886, "mask_rcnn/false_positive": 0.12568847077968306, "roi_head/num_bg_samples": 465.625, "roi_head/num_fg_samples": 46.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0146021284162998, "total_loss": 0.8037822047481313}
{"data_time": 0.014471593778580427, "eta_seconds": 217481.42270691227, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3342031119933406, "fast_rcnn/fg_cls_accuracy": 0.6613093349050188, "iteration": 51859, "loss_box_reg": 0.2216695211827755, "loss_cls": 0.18135192664340138, "loss_mask": 0.25872720032930374, "loss_rpn_cls": 0.03701234725303948, "loss_rpn_loc": 0.0835573966614902, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849460957396236, "mask_rcnn/false_negative": 0.10439148633190423, "mask_rcnn/false_positive": 0.11840624718254311, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 1.0063902763649821, "total_loss": 0.7756733410060406}
{"data_time": 0.02259979653172195, "eta_seconds": 217711.5594452992, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3567220574493154, "fast_rcnn/fg_cls_accuracy": 0.6228790139833085, "iteration": 51879, "loss_box_reg": 0.24466002359986305, "loss_cls": 0.19880865421146154, "loss_mask": 0.2571601029485464, "loss_rpn_cls": 0.03834141051629558, "loss_rpn_loc": 0.07427758164703846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813962631332024, "mask_rcnn/false_negative": 0.09573561495635002, "mask_rcnn/false_positive": 0.13016472042964894, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0126974263694137, "total_loss": 0.8319452975410968}
{"data_time": 0.01614921586588025, "eta_seconds": 217441.54346922878, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3393675558960786, "fast_rcnn/fg_cls_accuracy": 0.6166048237476809, "iteration": 51899, "loss_box_reg": 0.2239365354180336, "loss_cls": 0.19116786774247885, "loss_mask": 0.24782910011708736, "loss_rpn_cls": 0.03689843416213989, "loss_rpn_loc": 0.0765899415127933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986885727365103, "mask_rcnn/false_negative": 0.0805774895332756, "mask_rcnn/false_positive": 0.10558790805238544, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9576233220286667, "total_loss": 0.7910584001801908}
{"data_time": 0.015666704857721925, "eta_seconds": 217274.0201458335, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38289561170212766, "fast_rcnn/fg_cls_accuracy": 0.5875157535769886, "iteration": 51919, "loss_box_reg": 0.2258026171475649, "loss_cls": 0.18955395556986332, "loss_mask": 0.25414509885013103, "loss_rpn_cls": 0.039177243364974856, "loss_rpn_loc": 0.10025726072490215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8707371442146531, "mask_rcnn/false_negative": 0.10730815940553497, "mask_rcnn/false_positive": 0.14628734125528597, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9697973509319127, "total_loss": 0.8152314482722431}
{"data_time": 0.018177382880821824, "eta_seconds": 217056.2991384277, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3667754165775274, "fast_rcnn/fg_cls_accuracy": 0.6092814529887359, "iteration": 51939, "loss_box_reg": 0.22824524343013763, "loss_cls": 0.19733496801927686, "loss_mask": 0.25601485185325146, "loss_rpn_cls": 0.0339616360142827, "loss_rpn_loc": 0.07033870718441904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936482675007574, "mask_rcnn/false_negative": 0.08357792302315278, "mask_rcnn/false_positive": 0.11975380838096343, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9909929824061692, "total_loss": 0.796976514859125}
{"data_time": 0.01682530390098691, "eta_seconds": 217005.61051600613, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.34046934865900386, "fast_rcnn/fg_cls_accuracy": 0.6393845228548516, "iteration": 51959, "loss_box_reg": 0.22496914863586426, "loss_cls": 0.1952696032822132, "loss_mask": 0.24351529218256474, "loss_rpn_cls": 0.046151241986081004, "loss_rpn_loc": 0.08174220542423427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980748656320431, "mask_rcnn/false_negative": 0.10702915752733924, "mask_rcnn/false_positive": 0.10179957099720408, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9784108970779926, "total_loss": 0.7710879524820484}
{"data_time": 0.021653189323842525, "eta_seconds": 216928.6885955138, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2970312299190335, "fast_rcnn/fg_cls_accuracy": 0.6904850313297749, "iteration": 51979, "loss_box_reg": 0.21741411462426186, "loss_cls": 0.18595353793352842, "loss_mask": 0.25153485126793385, "loss_rpn_cls": 0.042567191645503044, "loss_rpn_loc": 0.09552916255779564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954031217229974, "mask_rcnn/false_negative": 0.09467516453336224, "mask_rcnn/false_positive": 0.11782419690414936, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9818734060972929, "total_loss": 0.770874347712379}
{"data_time": 0.017185362754389644, "eta_seconds": 216792.52332029864, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.32506901965030044, "fast_rcnn/fg_cls_accuracy": 0.6432038834951457, "iteration": 51999, "loss_box_reg": 0.2132602073252201, "loss_cls": 0.18054899852722883, "loss_mask": 0.24092391319572926, "loss_rpn_cls": 0.03285144187975675, "loss_rpn_loc": 0.07492838241159916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858510696611542, "mask_rcnn/false_negative": 0.0989304703649505, "mask_rcnn/false_positive": 0.12064114678952062, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9820896198507398, "total_loss": 0.7261080318130553}
{"data_time": 0.013511308003216982, "eta_seconds": 216864.77842211723, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3282522343594836, "fast_rcnn/fg_cls_accuracy": 0.6380024968789013, "iteration": 52019, "loss_box_reg": 0.2492885570973158, "loss_cls": 0.20774118974804878, "loss_mask": 0.24607421085238457, "loss_rpn_cls": 0.03905583615414798, "loss_rpn_loc": 0.07080760598182678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960389629282808, "mask_rcnn/false_negative": 0.09290712073679838, "mask_rcnn/false_positive": 0.11612702604833464, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0002020858228207, "total_loss": 0.8163177720271051}
{"data_time": 0.014500211924314499, "eta_seconds": 216925.9900388401, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2958776408202409, "fast_rcnn/fg_cls_accuracy": 0.6492193836171938, "iteration": 52039, "loss_box_reg": 0.20408369973301888, "loss_cls": 0.18697128910571337, "loss_mask": 0.24597588554024696, "loss_rpn_cls": 0.03656481159850955, "loss_rpn_loc": 0.08991634543053806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996841788123099, "mask_rcnn/false_negative": 0.08824529055748792, "mask_rcnn/false_positive": 0.112782413643772, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0268322261981666, "total_loss": 0.7544047327246517}
{"data_time": 0.01924195047467947, "eta_seconds": 217144.5666797692, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3236387340157, "fast_rcnn/fg_cls_accuracy": 0.6401849516603615, "iteration": 52059, "loss_box_reg": 0.24104022048413754, "loss_cls": 0.19613377563655376, "loss_mask": 0.25683573447167873, "loss_rpn_cls": 0.035487479995936155, "loss_rpn_loc": 0.08268171257805079, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871138835841841, "mask_rcnn/false_negative": 0.09962271322832605, "mask_rcnn/false_positive": 0.12063961414854579, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0396142329555005, "total_loss": 0.7998635093681514}
{"data_time": 0.014417169848456979, "eta_seconds": 217397.10857212543, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.27426441141134067, "fast_rcnn/fg_cls_accuracy": 0.7092694566813509, "iteration": 52079, "loss_box_reg": 0.24177146144211292, "loss_cls": 0.1878006886690855, "loss_mask": 0.24777550250291824, "loss_rpn_cls": 0.03495579562149942, "loss_rpn_loc": 0.07048854022286832, "lr": 0.0001, "mask_rcnn/accuracy": 0.897033569796402, "mask_rcnn/false_negative": 0.08722584111015466, "mask_rcnn/false_positive": 0.1203595561815994, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0141248074360192, "total_loss": 0.8145642213057727}
{"data_time": 0.022955334978178144, "eta_seconds": 216896.27854719292, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3365881032547699, "fast_rcnn/fg_cls_accuracy": 0.6069469397532639, "iteration": 52099, "loss_box_reg": 0.22175095602869987, "loss_cls": 0.188762491568923, "loss_mask": 0.23834518529474735, "loss_rpn_cls": 0.032904497580602765, "loss_rpn_loc": 0.06283796951174736, "lr": 0.0001, "mask_rcnn/accuracy": 0.894685879159356, "mask_rcnn/false_negative": 0.09723187879094408, "mask_rcnn/false_positive": 0.12047782234939376, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9638894640374929, "total_loss": 0.7461612303741276}
{"data_time": 0.02763937646523118, "eta_seconds": 216879.628955964, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31976303950826246, "fast_rcnn/fg_cls_accuracy": 0.6356818181818182, "iteration": 52119, "loss_box_reg": 0.24317328911274672, "loss_cls": 0.20320006273686886, "loss_mask": 0.24650177918374538, "loss_rpn_cls": 0.038238467648625374, "loss_rpn_loc": 0.08255602605640888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867506408455997, "mask_rcnn/false_negative": 0.1002180016662085, "mask_rcnn/false_positive": 0.1189410428191653, "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": 1.001701061381027, "total_loss": 0.8429923285730183}
{"data_time": 0.01484450651332736, "eta_seconds": 216859.72078367136, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.330518018018018, "fast_rcnn/fg_cls_accuracy": 0.63559670781893, "iteration": 52139, "loss_box_reg": 0.2308233380317688, "loss_cls": 0.19036845955997705, "loss_mask": 0.2532665319740772, "loss_rpn_cls": 0.038951404858380556, "loss_rpn_loc": 0.07142739184200764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888011474356246, "mask_rcnn/false_negative": 0.0979162900354217, "mask_rcnn/false_positive": 0.11514323314600602, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9961873251013458, "total_loss": 0.7963217907818034}
{"data_time": 0.016355889616534114, "eta_seconds": 216815.9825091064, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3207452884066248, "fast_rcnn/fg_cls_accuracy": 0.6037814924801226, "iteration": 52159, "loss_box_reg": 0.2363423127681017, "loss_cls": 0.18866684660315514, "loss_mask": 0.2563777510076761, "loss_rpn_cls": 0.039750009309500456, "loss_rpn_loc": 0.08533866563811898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912691023379049, "mask_rcnn/false_negative": 0.09196287108251529, "mask_rcnn/false_positive": 0.12543272089652086, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9876104744616896, "total_loss": 0.8235802680719644}
{"data_time": 0.0175075379665941, "eta_seconds": 216816.64705438074, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.34901852871032835, "fast_rcnn/fg_cls_accuracy": 0.5732074027500615, "iteration": 52179, "loss_box_reg": 0.22261591255664825, "loss_cls": 0.18550377897918224, "loss_mask": 0.24016195721924305, "loss_rpn_cls": 0.03515288233757019, "loss_rpn_loc": 0.06640157382935286, "lr": 0.0001, "mask_rcnn/accuracy": 0.892687074829932, "mask_rcnn/false_negative": 0.08648145099877612, "mask_rcnn/false_positive": 0.12118564627921365, "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": 1.0288362065330148, "total_loss": 0.769364042324014}
{"data_time": 0.01528804237022996, "eta_seconds": 217064.4737080671, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.6107564247615969, "iteration": 52199, "loss_box_reg": 0.2090866155922413, "loss_cls": 0.17455402854830027, "loss_mask": 0.23911038227379322, "loss_rpn_cls": 0.03251702734269202, "loss_rpn_loc": 0.07076941290870309, "lr": 0.0001, "mask_rcnn/accuracy": 0.889589902041609, "mask_rcnn/false_negative": 0.09486254056853632, "mask_rcnn/false_positive": 0.1337968967147513, "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": 1.0121382668148726, "total_loss": 0.7160234883194789}
{"data_time": 0.02708294289186597, "eta_seconds": 217356.12707101274, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.35163954635108485, "fast_rcnn/fg_cls_accuracy": 0.6421130952380952, "iteration": 52219, "loss_box_reg": 0.20962736289948225, "loss_cls": 0.18112242221832275, "loss_mask": 0.24516470730304718, "loss_rpn_cls": 0.035734555684030056, "loss_rpn_loc": 0.07843035529367626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811054508668785, "mask_rcnn/false_negative": 0.10788977381812236, "mask_rcnn/false_positive": 0.12585253994617762, "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": 1.0175355782266706, "total_loss": 0.7885353765450418}
{"data_time": 0.02600853005424142, "eta_seconds": 217593.20268206298, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.3683807774716865, "fast_rcnn/fg_cls_accuracy": 0.5976585781183482, "iteration": 52239, "loss_box_reg": 0.23223797231912613, "loss_cls": 0.19423292763531208, "loss_mask": 0.2518611177802086, "loss_rpn_cls": 0.040970152243971825, "loss_rpn_loc": 0.08247364714043215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8670920598560123, "mask_rcnn/false_negative": 0.11509437769111264, "mask_rcnn/false_positive": 0.15370423728627025, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.0016335539985448, "total_loss": 0.8083677988033742}
{"data_time": 0.01405658246949315, "eta_seconds": 217518.96255967207, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3361107154726297, "fast_rcnn/fg_cls_accuracy": 0.6456107866875563, "iteration": 52259, "loss_box_reg": 0.23368446715176105, "loss_cls": 0.19963129051029682, "loss_mask": 0.2475829478353262, "loss_rpn_cls": 0.03797338192816824, "loss_rpn_loc": 0.0760198337957263, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986805177846694, "mask_rcnn/false_negative": 0.09200784907940535, "mask_rcnn/false_positive": 0.10660618710587623, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9717981650028378, "total_loss": 0.7972157321637496}
{"data_time": 0.021654504351317883, "eta_seconds": 217260.1855961699, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3152378641337632, "fast_rcnn/fg_cls_accuracy": 0.6570729805408855, "iteration": 52279, "loss_box_reg": 0.22323322109878063, "loss_cls": 0.18509596306830645, "loss_mask": 0.24908030964434147, "loss_rpn_cls": 0.03893368598073721, "loss_rpn_loc": 0.08138737524859607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976014581392213, "mask_rcnn/false_negative": 0.08359487065694673, "mask_rcnn/false_positive": 0.11812928990079063, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.972834212007001, "total_loss": 0.8013263962930068}
{"data_time": 0.016132164048030972, "eta_seconds": 217127.4745964678, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.29663147310206134, "fast_rcnn/fg_cls_accuracy": 0.6453475935828877, "iteration": 52299, "loss_box_reg": 0.22478708624839783, "loss_cls": 0.18390657659620047, "loss_mask": 0.2460562363266945, "loss_rpn_cls": 0.03630986134521663, "loss_rpn_loc": 0.06880950008053333, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012830062224984, "mask_rcnn/false_negative": 0.0803889965552391, "mask_rcnn/false_positive": 0.11243314291107329, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.974146421533078, "total_loss": 0.7523114776122384}
{"data_time": 0.018085735151544213, "eta_seconds": 216971.96869142354, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31802088639836984, "fast_rcnn/fg_cls_accuracy": 0.6626373626373627, "iteration": 52319, "loss_box_reg": 0.2361911553889513, "loss_cls": 0.18243095558136702, "loss_mask": 0.25046598725020885, "loss_rpn_cls": 0.03807613346725702, "loss_rpn_loc": 0.06734327494632453, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883483922237774, "mask_rcnn/false_negative": 0.09534924746738549, "mask_rcnn/false_positive": 0.13646194856937854, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9879539969842881, "total_loss": 0.7810924248769879}
{"data_time": 0.014801313169300556, "eta_seconds": 216952.03374391422, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33671742808798644, "fast_rcnn/fg_cls_accuracy": 0.6325704415416171, "iteration": 52339, "loss_box_reg": 0.2271541692316532, "loss_cls": 0.17892771027982235, "loss_mask": 0.26220571994781494, "loss_rpn_cls": 0.033000310184434056, "loss_rpn_loc": 0.061238626250997186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774288466431135, "mask_rcnn/false_negative": 0.1037091520701739, "mask_rcnn/false_positive": 0.13357023426052209, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9819360345136374, "total_loss": 0.7831239942461252}
{"data_time": 0.016086888732388616, "eta_seconds": 216932.0987964049, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3164625715978669, "fast_rcnn/fg_cls_accuracy": 0.6283947931397078, "iteration": 52359, "loss_box_reg": 0.23168854042887688, "loss_cls": 0.18890528474003077, "loss_mask": 0.2429521307349205, "loss_rpn_cls": 0.04394192271865904, "loss_rpn_loc": 0.09579644678160548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924050288465382, "mask_rcnn/false_negative": 0.09278159671402844, "mask_rcnn/false_positive": 0.1219176209560277, "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": 0.9988019298762083, "total_loss": 0.8011997746070847}
{"data_time": 0.014104373287409544, "eta_seconds": 216912.16384889558, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3240129414345251, "fast_rcnn/fg_cls_accuracy": 0.6507238429480149, "iteration": 52379, "loss_box_reg": 0.2366828378289938, "loss_cls": 0.19794184155762196, "loss_mask": 0.25324079766869545, "loss_rpn_cls": 0.03710572491399944, "loss_rpn_loc": 0.07967062690295279, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845320063762181, "mask_rcnn/false_negative": 0.1045846937727958, "mask_rcnn/false_positive": 0.11440804093422305, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9909341556485742, "total_loss": 0.8156974810408428}
{"data_time": 0.014733980875462294, "eta_seconds": 216735.58048307896, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3293697205977908, "fast_rcnn/fg_cls_accuracy": 0.6492324561403509, "iteration": 52399, "loss_box_reg": 0.19835953321307898, "loss_cls": 0.16244093421846628, "loss_mask": 0.2509130109101534, "loss_rpn_cls": 0.03814306412823498, "loss_rpn_loc": 0.06640691962093115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948247862693153, "mask_rcnn/false_negative": 0.08755040652409894, "mask_rcnn/false_positive": 0.10611966267768258, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9798588939011097, "total_loss": 0.7184748807922006}
{"data_time": 0.01398538937792182, "eta_seconds": 216570.6046005804, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3171608111968009, "fast_rcnn/fg_cls_accuracy": 0.6464265389823192, "iteration": 52419, "loss_box_reg": 0.2312898812815547, "loss_cls": 0.18036510981619358, "loss_mask": 0.24095278978347778, "loss_rpn_cls": 0.037614449858665466, "loss_rpn_loc": 0.07540134154260159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892877820201841, "mask_rcnn/false_negative": 0.08942445916067643, "mask_rcnn/false_positive": 0.1164092626054527, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9706424414180219, "total_loss": 0.7648373336123768}
{"data_time": 0.021534138591960073, "eta_seconds": 216550.69738442078, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3158813263525305, "fast_rcnn/fg_cls_accuracy": 0.665, "iteration": 52439, "loss_box_reg": 0.22958719171583652, "loss_cls": 0.192223628051579, "loss_mask": 0.2450606543570757, "loss_rpn_cls": 0.03253748780116439, "loss_rpn_loc": 0.06892714265268296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960638042811109, "mask_rcnn/false_negative": 0.09511802619025846, "mask_rcnn/false_positive": 0.11457162573848367, "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": 1.0083539544139057, "total_loss": 0.7743700868450105}
{"data_time": 0.020821597427129745, "eta_seconds": 216516.21117983013, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3012553988751274, "fast_rcnn/fg_cls_accuracy": 0.6499144201968335, "iteration": 52459, "loss_box_reg": 0.22454369068145752, "loss_cls": 0.1922677680850029, "loss_mask": 0.26253637857735157, "loss_rpn_cls": 0.038565222290344536, "loss_rpn_loc": 0.08770820638164878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949157325782425, "mask_rcnn/false_negative": 0.08497222087501287, "mask_rcnn/false_positive": 0.12271055525860328, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9744970249012113, "total_loss": 0.8459195347968489}
{"data_time": 0.016899800393730402, "eta_seconds": 216733.9669840783, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3138475554205892, "fast_rcnn/fg_cls_accuracy": 0.6269499290934875, "iteration": 52479, "loss_box_reg": 0.22809740528464317, "loss_cls": 0.18236960656940937, "loss_mask": 0.24844615906476974, "loss_rpn_cls": 0.04590767971239984, "loss_rpn_loc": 0.08211866370402277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841285487933062, "mask_rcnn/false_negative": 0.11095168943701741, "mask_rcnn/false_positive": 0.1115990533299171, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0050937088672072, "total_loss": 0.7931036853697151}
{"data_time": 0.02272468782030046, "eta_seconds": 216749.53972978983, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3133289124668435, "fast_rcnn/fg_cls_accuracy": 0.6692193675889329, "iteration": 52499, "loss_box_reg": 0.23130389209836721, "loss_cls": 0.18556393589824438, "loss_mask": 0.24545198865234852, "loss_rpn_cls": 0.03495918691623956, "loss_rpn_loc": 0.06525258638430387, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998175311791383, "mask_rcnn/false_negative": 0.09012503782934504, "mask_rcnn/false_positive": 0.11216737646663011, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0024680839851499, "total_loss": 0.7673842658987269}
{"data_time": 0.02011251007206738, "eta_seconds": 216729.60873763077, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3283896048567473, "fast_rcnn/fg_cls_accuracy": 0.6458153359591197, "iteration": 52519, "loss_box_reg": 0.21800309792160988, "loss_cls": 0.17092931270599365, "loss_mask": 0.25265577621757984, "loss_rpn_cls": 0.03663288109237328, "loss_rpn_loc": 0.06803250010125339, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972756639395334, "mask_rcnn/false_negative": 0.09538203353277186, "mask_rcnn/false_positive": 0.10991737390175105, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.012657350860536, "total_loss": 0.7440078227082267}
{"data_time": 0.01915493607521057, "eta_seconds": 216682.6153892139, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2714517876489707, "fast_rcnn/fg_cls_accuracy": 0.70546875, "iteration": 52539, "loss_box_reg": 0.214992206543684, "loss_cls": 0.18385587632656097, "loss_mask": 0.25260826386511326, "loss_rpn_cls": 0.03804157325066626, "loss_rpn_loc": 0.08530482847709209, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970158062745568, "mask_rcnn/false_negative": 0.10071160698898174, "mask_rcnn/false_positive": 0.11393302224479487, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9527956468518823, "total_loss": 0.7748969769454561}
{"data_time": 0.017794385086745024, "eta_seconds": 216684.0522120148, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3442083553818808, "fast_rcnn/fg_cls_accuracy": 0.5906574974840657, "iteration": 52559, "loss_box_reg": 0.2139991894364357, "loss_cls": 0.2020919993519783, "loss_mask": 0.25172627344727516, "loss_rpn_cls": 0.0373055562376976, "loss_rpn_loc": 0.07202908070757985, "lr": 0.0001, "mask_rcnn/accuracy": 0.889797228823036, "mask_rcnn/false_negative": 0.10086061102757085, "mask_rcnn/false_positive": 0.13531461720673277, "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": 0.9908647199627012, "total_loss": 0.7716614429373294}
{"data_time": 0.02104682708159089, "eta_seconds": 216449.97037302703, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2690428283989652, "fast_rcnn/fg_cls_accuracy": 0.6905731032237057, "iteration": 52579, "loss_box_reg": 0.20981845073401928, "loss_cls": 0.17969173099845648, "loss_mask": 0.24089766666293144, "loss_rpn_cls": 0.04051495541352779, "loss_rpn_loc": 0.0750508198980242, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011717569854236, "mask_rcnn/false_negative": 0.0828315917109053, "mask_rcnn/false_positive": 0.1138160959802137, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9650322909001261, "total_loss": 0.7319034788524732}
{"data_time": 0.028180573601275682, "eta_seconds": 216382.09330742247, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3459954470198675, "fast_rcnn/fg_cls_accuracy": 0.6327513546056592, "iteration": 52599, "loss_box_reg": 0.2192155197262764, "loss_cls": 0.17499919701367617, "loss_mask": 0.2403122615069151, "loss_rpn_cls": 0.038070996291935444, "loss_rpn_loc": 0.06941804103553295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976911806263745, "mask_rcnn/false_negative": 0.10159419796555316, "mask_rcnn/false_positive": 0.12218824354646776, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9756594782229513, "total_loss": 0.7548265651566908}
{"data_time": 0.021364090498536825, "eta_seconds": 216325.55690217298, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.32047297297297295, "fast_rcnn/fg_cls_accuracy": 0.6599069767441861, "iteration": 52619, "loss_box_reg": 0.23431465402245522, "loss_cls": 0.21010498329997063, "loss_mask": 0.24409480020403862, "loss_rpn_cls": 0.032317190372850746, "loss_rpn_loc": 0.05677030805964023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928025609594488, "mask_rcnn/false_negative": 0.09058518484483005, "mask_rcnn/false_positive": 0.13744988291934196, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9968798991758376, "total_loss": 0.7626032336847857}
{"data_time": 0.015215705148875713, "eta_seconds": 216582.97287316993, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.33835881730357825, "fast_rcnn/fg_cls_accuracy": 0.612597638510445, "iteration": 52639, "loss_box_reg": 0.22467533312737942, "loss_cls": 0.1831023469567299, "loss_mask": 0.25173751823604107, "loss_rpn_cls": 0.04097262996947393, "loss_rpn_loc": 0.09208187414333224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860217371847516, "mask_rcnn/false_negative": 0.08907115452454221, "mask_rcnn/false_positive": 0.13105515187483213, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.012793917907402, "total_loss": 0.7830908884643577}
{"data_time": 0.014044021256268024, "eta_seconds": 216563.04436996114, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3500816993464052, "fast_rcnn/fg_cls_accuracy": 0.6192678458812577, "iteration": 52659, "loss_box_reg": 0.2369342902675271, "loss_cls": 0.1900810357183218, "loss_mask": 0.2452234886586666, "loss_rpn_cls": 0.039084649237338454, "loss_rpn_loc": 0.08315466064959764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955803166672298, "mask_rcnn/false_negative": 0.0912199160025576, "mask_rcnn/false_positive": 0.12526497055686373, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9978249107953161, "total_loss": 0.797150919563137}
{"data_time": 0.015251683536916971, "eta_seconds": 216458.56119724922, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3355496453900709, "fast_rcnn/fg_cls_accuracy": 0.6438628607589215, "iteration": 52679, "loss_box_reg": 0.21760408021509647, "loss_cls": 0.1768740862607956, "loss_mask": 0.23815209977328777, "loss_rpn_cls": 0.03707699803635478, "loss_rpn_loc": 0.06992279691621661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951561514330043, "mask_rcnn/false_negative": 0.09460741650847385, "mask_rcnn/false_positive": 0.11606301436874557, "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": 0.9806841411627829, "total_loss": 0.7743504457175732}
{"data_time": 0.014545792946591973, "eta_seconds": 216385.29157866724, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2997764802481525, "fast_rcnn/fg_cls_accuracy": 0.6690677094052274, "iteration": 52699, "loss_box_reg": 0.23017751798033714, "loss_cls": 0.18954786751419306, "loss_mask": 0.2517117615789175, "loss_rpn_cls": 0.032667217776179314, "loss_rpn_loc": 0.06518616829998791, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932838560801789, "mask_rcnn/false_negative": 0.09169036509851747, "mask_rcnn/false_positive": 0.11486820920780147, "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": 0.9885210946667939, "total_loss": 0.7789683879818767}
{"data_time": 0.013882112922146916, "eta_seconds": 216262.6551694423, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3086725117975118, "fast_rcnn/fg_cls_accuracy": 0.6557563396383288, "iteration": 52719, "loss_box_reg": 0.22937330044806004, "loss_cls": 0.2070235339924693, "loss_mask": 0.2595776580274105, "loss_rpn_cls": 0.04665378318168223, "loss_rpn_loc": 0.08211290277540684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953335910779808, "mask_rcnn/false_negative": 0.09261579314066491, "mask_rcnn/false_positive": 0.11688952173055972, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9945705977734178, "total_loss": 0.8490607618587092}
{"data_time": 0.014238695846870542, "eta_seconds": 215963.9095404558, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31473201888364344, "fast_rcnn/fg_cls_accuracy": 0.6797060662914322, "iteration": 52739, "loss_box_reg": 0.21476143039762974, "loss_cls": 0.1978354398161173, "loss_mask": 0.2514249626547098, "loss_rpn_cls": 0.037575768772512674, "loss_rpn_loc": 0.0822012412827462, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942318751225546, "mask_rcnn/false_negative": 0.08542237062830198, "mask_rcnn/false_positive": 0.12074346797287636, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9897612382192165, "total_loss": 0.8035788438282907}
{"data_time": 0.022277503041550517, "eta_seconds": 216325.54414426908, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28134392126819496, "fast_rcnn/fg_cls_accuracy": 0.6761702641874235, "iteration": 52759, "loss_box_reg": 0.2280304990708828, "loss_cls": 0.19088359409943223, "loss_mask": 0.2468478810042143, "loss_rpn_cls": 0.03829084464814514, "loss_rpn_loc": 0.08948038727976382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907863817570039, "mask_rcnn/false_negative": 0.09353908222858695, "mask_rcnn/false_positive": 0.11875881863389309, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.017542667221278, "total_loss": 0.7811075348290615}
{"data_time": 0.015601651975885034, "eta_seconds": 216443.47335070837, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34618325474703704, "fast_rcnn/fg_cls_accuracy": 0.6147641831852357, "iteration": 52779, "loss_box_reg": 0.24110213480889797, "loss_cls": 0.1996280737221241, "loss_mask": 0.25813100300729275, "loss_rpn_cls": 0.046858217334374785, "loss_rpn_loc": 0.09375243284739554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913002631479308, "mask_rcnn/false_negative": 0.10072681267846248, "mask_rcnn/false_positive": 0.11836936669695558, "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": 1.0108304540626705, "total_loss": 0.8694994694087654}
{"data_time": 0.01396227814257145, "eta_seconds": 216285.71252133697, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2941563929210579, "fast_rcnn/fg_cls_accuracy": 0.6822329995828118, "iteration": 52799, "loss_box_reg": 0.2455863617360592, "loss_cls": 0.20856378506869078, "loss_mask": 0.24817629344761372, "loss_rpn_cls": 0.046369967982172966, "loss_rpn_loc": 0.08537979330867529, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062142057677772, "mask_rcnn/false_negative": 0.08704369835471706, "mask_rcnn/false_positive": 0.10973445865351333, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0000570507254452, "total_loss": 0.8185128619661555}
{"data_time": 0.01464535342529416, "eta_seconds": 216211.04114439338, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.36911737776963927, "fast_rcnn/fg_cls_accuracy": 0.6096820884850811, "iteration": 52819, "loss_box_reg": 0.21993833035230637, "loss_cls": 0.17993882577866316, "loss_mask": 0.2548004072159529, "loss_rpn_cls": 0.03712883614934981, "loss_rpn_loc": 0.06918573612347245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893696180380304, "mask_rcnn/false_negative": 0.09692964223840397, "mask_rcnn/false_positive": 0.13148131651057138, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0003802611026913, "total_loss": 0.7640220050234348}
{"data_time": 0.01696280250325799, "eta_seconds": 215864.5061023906, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.33183447951566447, "fast_rcnn/fg_cls_accuracy": 0.6002758386278662, "iteration": 52839, "loss_box_reg": 0.22958822548389435, "loss_cls": 0.2080500703305006, "loss_mask": 0.2644806634634733, "loss_rpn_cls": 0.040790153201669455, "loss_rpn_loc": 0.08590933145023882, "lr": 0.0001, "mask_rcnn/accuracy": 0.894122733543996, "mask_rcnn/false_negative": 0.10136817470082532, "mask_rcnn/false_positive": 0.12890115675788877, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9750770055688918, "total_loss": 0.8307644256856292}
{"data_time": 0.014283803990110755, "eta_seconds": 215953.0477560265, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.34637096774193543, "fast_rcnn/fg_cls_accuracy": 0.6110393931328187, "iteration": 52859, "loss_box_reg": 0.2550051864236593, "loss_cls": 0.2105454057455063, "loss_mask": 0.26486309990286827, "loss_rpn_cls": 0.044054796686396, "loss_rpn_loc": 0.1072820711415261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919162176782122, "mask_rcnn/false_negative": 0.09798255593561549, "mask_rcnn/false_positive": 0.13141722785569782, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.026794123928994, "total_loss": 0.9069929487304762}
{"data_time": 0.014351872960105538, "eta_seconds": 215739.43846371025, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.3262443438914027, "fast_rcnn/fg_cls_accuracy": 0.637218045112782, "iteration": 52879, "loss_box_reg": 0.20643778517842293, "loss_cls": 0.18553317803889513, "loss_mask": 0.24947775714099407, "loss_rpn_cls": 0.04102595429867506, "loss_rpn_loc": 0.08874965249560773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848045220420441, "mask_rcnn/false_negative": 0.10209134990408468, "mask_rcnn/false_positive": 0.12723256358053214, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.003406063420698, "total_loss": 0.7811956658260897}
{"data_time": 0.019215350970625877, "eta_seconds": 216131.39806818217, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30624422543886665, "fast_rcnn/fg_cls_accuracy": 0.6485294117647059, "iteration": 52899, "loss_box_reg": 0.21198556944727898, "loss_cls": 0.1926824301481247, "loss_mask": 0.2500753439962864, "loss_rpn_cls": 0.036681755911558867, "loss_rpn_loc": 0.0728861145908013, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956045769092977, "mask_rcnn/false_negative": 0.09677505557542215, "mask_rcnn/false_positive": 0.1165561628320042, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0155080065596849, "total_loss": 0.7899619280360639}
{"data_time": 0.014659233391284943, "eta_seconds": 216219.51253772713, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.33567106479536096, "fast_rcnn/fg_cls_accuracy": 0.6460798600990965, "iteration": 52919, "loss_box_reg": 0.2390438448637724, "loss_cls": 0.2043289514258504, "loss_mask": 0.25859381817281246, "loss_rpn_cls": 0.045495670987293124, "loss_rpn_loc": 0.0956383184529841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876399343432311, "mask_rcnn/false_negative": 0.10029482601040465, "mask_rcnn/false_positive": 0.12366578138282854, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9770280520897359, "total_loss": 0.8318662908859551}
{"data_time": 0.013544534100219607, "eta_seconds": 216166.76228978205, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35311008095205143, "fast_rcnn/fg_cls_accuracy": 0.6264170502529767, "iteration": 52939, "loss_box_reg": 0.23515983019024134, "loss_cls": 0.18638386018574238, "loss_mask": 0.2504146508872509, "loss_rpn_cls": 0.038636021432466805, "loss_rpn_loc": 0.09083753312006593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857204760508082, "mask_rcnn/false_negative": 0.0924067213565678, "mask_rcnn/false_positive": 0.12821779363563168, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9828123464249074, "total_loss": 0.8090006448328495}
{"data_time": 0.01567891426384449, "eta_seconds": 216179.67109447345, "fast_rcnn/cls_accuracy": 0.913330078125, "fast_rcnn/false_negative": 0.3617216117216117, "fast_rcnn/fg_cls_accuracy": 0.6200179937022042, "iteration": 52959, "loss_box_reg": 0.24649424850940704, "loss_cls": 0.2027816465124488, "loss_mask": 0.26186102628707886, "loss_rpn_cls": 0.040229323552921414, "loss_rpn_loc": 0.08596046851016581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888741234481945, "mask_rcnn/false_negative": 0.10477556365352306, "mask_rcnn/false_positive": 0.11472662481500749, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9964577790815383, "total_loss": 0.8298849076963961}
{"data_time": 0.015359957003965974, "eta_seconds": 216219.57922539208, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.314651493598862, "fast_rcnn/fg_cls_accuracy": 0.6280009842173715, "iteration": 52979, "loss_box_reg": 0.22509313933551311, "loss_cls": 0.1976353796198964, "loss_mask": 0.24141401425004005, "loss_rpn_cls": 0.03313466999679804, "loss_rpn_loc": 0.06987822754308581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912267509460631, "mask_rcnn/false_negative": 0.09668150911979931, "mask_rcnn/false_positive": 0.11890914395738886, "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": 0.9898947395849973, "total_loss": 0.7742789005860686}
{"data_time": 0.02259744214825332, "eta_seconds": 216264.86433600076, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.35492681261468867, "fast_rcnn/fg_cls_accuracy": 0.6254799681228718, "iteration": 52999, "loss_box_reg": 0.23098795861005783, "loss_cls": 0.19379470124840736, "loss_mask": 0.24566282518208027, "loss_rpn_cls": 0.03324310202151537, "loss_rpn_loc": 0.07424554694443941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920578244110426, "mask_rcnn/false_negative": 0.08757008828438256, "mask_rcnn/false_positive": 0.11843199068895945, "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": 1.0030897015240043, "total_loss": 0.7963423652108759}
{"data_time": 0.01534883282147348, "eta_seconds": 216119.90892959293, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30793416691652553, "fast_rcnn/fg_cls_accuracy": 0.6693398549910557, "iteration": 53019, "loss_box_reg": 0.22532401699572802, "loss_cls": 0.18400862580165267, "loss_mask": 0.25792066752910614, "loss_rpn_cls": 0.038035301375202835, "loss_rpn_loc": 0.0823441818356514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894413895941151, "mask_rcnn/false_negative": 0.09877260135616547, "mask_rcnn/false_positive": 0.12297595557078218, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9467610765714198, "total_loss": 0.8133201084565371}
{"data_time": 0.014252118533477187, "eta_seconds": 215955.97163960338, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.35641159118514665, "fast_rcnn/fg_cls_accuracy": 0.6033022046789256, "iteration": 53039, "loss_box_reg": 0.21914890687912703, "loss_cls": 0.18153587635606527, "loss_mask": 0.25236368365585804, "loss_rpn_cls": 0.041316135320812464, "loss_rpn_loc": 0.08371163485571742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944632282109133, "mask_rcnn/false_negative": 0.081333029698815, "mask_rcnn/false_positive": 0.12927358950436957, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9964138120412827, "total_loss": 0.7770342491567135}
{"data_time": 0.014635844621807337, "eta_seconds": 215644.59366436116, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3651179991743498, "fast_rcnn/fg_cls_accuracy": 0.6126760563380282, "iteration": 53059, "loss_box_reg": 0.23253065161406994, "loss_cls": 0.18677133414894342, "loss_mask": 0.25144116021692753, "loss_rpn_cls": 0.03560032695531845, "loss_rpn_loc": 0.07524889870546758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988440597598171, "mask_rcnn/false_negative": 0.09220561534288849, "mask_rcnn/false_positive": 0.12996936607955972, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9967549256980419, "total_loss": 0.794025817187503}
{"data_time": 0.01713433675467968, "eta_seconds": 215624.713089671, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31546787709497204, "fast_rcnn/fg_cls_accuracy": 0.661779023612612, "iteration": 53079, "loss_box_reg": 0.2193562537431717, "loss_cls": 0.17628023773431778, "loss_mask": 0.23606057837605476, "loss_rpn_cls": 0.03388145298231393, "loss_rpn_loc": 0.07635701028630137, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063516335049948, "mask_rcnn/false_negative": 0.0866519083986703, "mask_rcnn/false_positive": 0.11232416137874882, "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": 1.00634111976251, "total_loss": 0.7434261527378112}
{"data_time": 0.013913264963775873, "eta_seconds": 215976.96186618414, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3364030121909476, "fast_rcnn/fg_cls_accuracy": 0.6317686515381254, "iteration": 53099, "loss_box_reg": 0.21530877240002155, "loss_cls": 0.18163768015801907, "loss_mask": 0.24998440593481064, "loss_rpn_cls": 0.04218068695627153, "loss_rpn_loc": 0.07504006777890027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829196011940991, "mask_rcnn/false_negative": 0.09427589295483887, "mask_rcnn/false_positive": 0.134884130722577, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0131040264386684, "total_loss": 0.8351839145179838}
{"data_time": 0.01819272362627089, "eta_seconds": 215864.5280428417, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.34558563340410475, "fast_rcnn/fg_cls_accuracy": 0.5855959031657356, "iteration": 53119, "loss_box_reg": 0.2210137601941824, "loss_cls": 0.18126130662858486, "loss_mask": 0.25216439366340637, "loss_rpn_cls": 0.04597449692664668, "loss_rpn_loc": 0.07776851463131607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8700813137755102, "mask_rcnn/false_negative": 0.08897111663988533, "mask_rcnn/false_positive": 0.15041085584320657, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9803620830643922, "total_loss": 0.8022985426941887}
{"data_time": 0.018828175961971283, "eta_seconds": 215885.34451774787, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.382909287436601, "fast_rcnn/fg_cls_accuracy": 0.6148977301072587, "iteration": 53139, "loss_box_reg": 0.2518190275877714, "loss_cls": 0.21120054833590984, "loss_mask": 0.26253889314830303, "loss_rpn_cls": 0.03992482088506222, "loss_rpn_loc": 0.08069238299503922, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842989599686029, "mask_rcnn/false_negative": 0.10652307406960408, "mask_rcnn/false_positive": 0.13309218600371553, "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": 0.9989351911935955, "total_loss": 0.8631722657009959}
{"data_time": 0.015273036668077111, "eta_seconds": 215947.6676260773, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3197683109118087, "fast_rcnn/fg_cls_accuracy": 0.6611068577053484, "iteration": 53159, "loss_box_reg": 0.22208878584206104, "loss_cls": 0.1793573428876698, "loss_mask": 0.2560209799557924, "loss_rpn_cls": 0.04118735366500914, "loss_rpn_loc": 0.08488384447991848, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875816109337249, "mask_rcnn/false_negative": 0.08936532561653704, "mask_rcnn/false_positive": 0.11487091754061766, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9994339016266167, "total_loss": 0.8353746829088777}
{"data_time": 0.012625035364180803, "eta_seconds": 215525.3102162201, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29432997443224546, "fast_rcnn/fg_cls_accuracy": 0.6833012966703591, "iteration": 53179, "loss_box_reg": 0.23466434516012669, "loss_cls": 0.1879120860248804, "loss_mask": 0.2530375309288502, "loss_rpn_cls": 0.034945222083479166, "loss_rpn_loc": 0.0879260275978595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948775418873032, "mask_rcnn/false_negative": 0.09349868588356908, "mask_rcnn/false_positive": 0.12327126494677612, "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": 0.9912583085242659, "total_loss": 0.7789800919126719}
{"data_time": 0.026067411992698908, "eta_seconds": 215374.66477937996, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.35358548931383577, "fast_rcnn/fg_cls_accuracy": 0.6039794818178847, "iteration": 53199, "loss_box_reg": 0.22385934926569462, "loss_cls": 0.19883476942777634, "loss_mask": 0.2590024881064892, "loss_rpn_cls": 0.04409021092578769, "loss_rpn_loc": 0.07045266579370946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977133285784378, "mask_rcnn/false_negative": 0.0977173542961771, "mask_rcnn/false_positive": 0.12181804152398037, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9882954033091664, "total_loss": 0.7837042773608118}
{"data_time": 0.021820976166054606, "eta_seconds": 215375.1390175894, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3563554644377859, "fast_rcnn/fg_cls_accuracy": 0.6088538638761493, "iteration": 53219, "loss_box_reg": 0.22495263069868088, "loss_cls": 0.19554944336414337, "loss_mask": 0.2555845286697149, "loss_rpn_cls": 0.03900497523136437, "loss_rpn_loc": 0.0863625924102962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912798378279883, "mask_rcnn/false_negative": 0.09525786642409717, "mask_rcnn/false_positive": 0.12430021889316517, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0367270524147898, "total_loss": 0.7914170501753688}
{"data_time": 0.022444552276283503, "eta_seconds": 215334.92775635794, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3888201502430402, "fast_rcnn/fg_cls_accuracy": 0.5860509647959935, "iteration": 53239, "loss_box_reg": 0.2214793600142002, "loss_cls": 0.18827669508755207, "loss_mask": 0.26095677353441715, "loss_rpn_cls": 0.038935538148507476, "loss_rpn_loc": 0.085460803238675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824422932818264, "mask_rcnn/false_negative": 0.10333944099570919, "mask_rcnn/false_positive": 0.12858871984641396, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9938001416157931, "total_loss": 0.7879343531676568}
{"data_time": 0.019127415027469397, "eta_seconds": 215792.68290363718, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.37237046230220294, "fast_rcnn/fg_cls_accuracy": 0.595501292415993, "iteration": 53259, "loss_box_reg": 0.22210497315973043, "loss_cls": 0.19310657493770123, "loss_mask": 0.24438513070344925, "loss_rpn_cls": 0.0405637186486274, "loss_rpn_loc": 0.06474687065929174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971087269448668, "mask_rcnn/false_negative": 0.09384241383879355, "mask_rcnn/false_positive": 0.11742502800544402, "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": 1.0096787419170141, "total_loss": 0.7786612655036151}
{"data_time": 0.014668107964098454, "eta_seconds": 215822.73189995438, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2788101376660018, "fast_rcnn/fg_cls_accuracy": 0.7005010750013326, "iteration": 53279, "loss_box_reg": 0.23079676367342472, "loss_cls": 0.19181882310658693, "loss_mask": 0.24937749095261097, "loss_rpn_cls": 0.03986261552199721, "loss_rpn_loc": 0.07944467524066567, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011479691966278, "mask_rcnn/false_negative": 0.09477483881451336, "mask_rcnn/false_positive": 0.1149785713944457, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0085011774208397, "total_loss": 0.8038393098395318}
{"data_time": 0.0168697836343199, "eta_seconds": 215808.2437491743, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2894690653795524, "fast_rcnn/fg_cls_accuracy": 0.6785608018166158, "iteration": 53299, "loss_box_reg": 0.23519360460340977, "loss_cls": 0.1951998583972454, "loss_mask": 0.24841723777353764, "loss_rpn_cls": 0.04092306294478476, "loss_rpn_loc": 0.06660700077190995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943700149954109, "mask_rcnn/false_negative": 0.09772890938667246, "mask_rcnn/false_positive": 0.10233298400180568, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9769932136405259, "total_loss": 0.7913776832865551}
{"data_time": 0.025853463215753436, "eta_seconds": 215778.21294726804, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.37075098814229246, "fast_rcnn/fg_cls_accuracy": 0.6192652456239413, "iteration": 53319, "loss_box_reg": 0.2250290811061859, "loss_cls": 0.1821983177214861, "loss_mask": 0.2490159310400486, "loss_rpn_cls": 0.04048655950464308, "loss_rpn_loc": 0.0849650246091187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858981997603312, "mask_rcnn/false_negative": 0.1117415826105254, "mask_rcnn/false_positive": 0.12165658298349247, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9800238104071468, "total_loss": 0.7772091274382547}
{"data_time": 0.0160523084923625, "eta_seconds": 215762.98031304963, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31607457428068114, "fast_rcnn/fg_cls_accuracy": 0.6359417987367768, "iteration": 53339, "loss_box_reg": 0.20213958527892828, "loss_cls": 0.1681118030101061, "loss_mask": 0.2543209809809923, "loss_rpn_cls": 0.03348787489812821, "loss_rpn_loc": 0.06027146615087986, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908888537608776, "mask_rcnn/false_negative": 0.09276848658687259, "mask_rcnn/false_positive": 0.1162350928595465, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0123389775399119, "total_loss": 0.7063639415428042}
{"data_time": 0.02239776193164289, "eta_seconds": 215764.3261296302, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.322984441301273, "fast_rcnn/fg_cls_accuracy": 0.6452231974740013, "iteration": 53359, "loss_box_reg": 0.25460609793663025, "loss_cls": 0.2165846172720194, "loss_mask": 0.2616235315799713, "loss_rpn_cls": 0.03589156339876354, "loss_rpn_loc": 0.07112866907846183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916896729212485, "mask_rcnn/false_negative": 0.08585236342861263, "mask_rcnn/false_positive": 0.1283750388021832, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0108725135214627, "total_loss": 0.8088493539544288}
{"data_time": 0.018481202190741897, "eta_seconds": 215849.28564131726, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.302033827229522, "fast_rcnn/fg_cls_accuracy": 0.6700934455387719, "iteration": 53379, "loss_box_reg": 0.2510448135435581, "loss_cls": 0.20187276788055897, "loss_mask": 0.2600384261459112, "loss_rpn_cls": 0.036919633159413934, "loss_rpn_loc": 0.07259104889817536, "lr": 0.0001, "mask_rcnn/accuracy": 0.889424397483608, "mask_rcnn/false_negative": 0.09453514496623192, "mask_rcnn/false_positive": 0.11620864642182158, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0085894691292197, "total_loss": 0.8262888151803054}
{"data_time": 0.01944172359071672, "eta_seconds": 215822.57557930425, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.36305538648813146, "fast_rcnn/fg_cls_accuracy": 0.5890630196208846, "iteration": 53399, "loss_box_reg": 0.2097255503758788, "loss_cls": 0.19207367673516273, "loss_mask": 0.24567745998501778, "loss_rpn_cls": 0.035887692240066826, "loss_rpn_loc": 0.06327179563231766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807623137325732, "mask_rcnn/false_negative": 0.09800298135723653, "mask_rcnn/false_positive": 0.1285793260814856, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9716299241408706, "total_loss": 0.7350222795503214}
{"data_time": 0.015418002381920815, "eta_seconds": 215918.61289384775, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3149349894168818, "fast_rcnn/fg_cls_accuracy": 0.6499794143379136, "iteration": 53419, "loss_box_reg": 0.2333450149744749, "loss_cls": 0.19017397705465555, "loss_mask": 0.25263268686831, "loss_rpn_cls": 0.04335373139474541, "loss_rpn_loc": 0.09117723570670933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903164549718192, "mask_rcnn/false_negative": 0.0952397142077698, "mask_rcnn/false_positive": 0.12163179407769498, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0004325618501753, "total_loss": 0.8232728557195514}
{"data_time": 0.01898858859203756, "eta_seconds": 215908.4610432759, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3230436991869919, "fast_rcnn/fg_cls_accuracy": 0.6458544377776045, "iteration": 53439, "loss_box_reg": 0.2558809146285057, "loss_cls": 0.19675381109118462, "loss_mask": 0.2544181849807501, "loss_rpn_cls": 0.038100433768704534, "loss_rpn_loc": 0.06950957467779517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920976639656362, "mask_rcnn/false_negative": 0.0872816887430829, "mask_rcnn/false_positive": 0.12794911480666002, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0108386299107224, "total_loss": 0.8295659823343158}
{"data_time": 0.013432997046038508, "eta_seconds": 215888.52121495642, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.32130255335528846, "fast_rcnn/fg_cls_accuracy": 0.6266745302889882, "iteration": 53459, "loss_box_reg": 0.22845336608588696, "loss_cls": 0.1743456432595849, "loss_mask": 0.24966666661202908, "loss_rpn_cls": 0.03732694499194622, "loss_rpn_loc": 0.07995280809700489, "lr": 0.0001, "mask_rcnn/accuracy": 0.890498164118075, "mask_rcnn/false_negative": 0.09197938993994709, "mask_rcnn/false_positive": 0.12937887439557455, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9922777693718672, "total_loss": 0.7929987562820315}
{"data_time": 0.019127799198031425, "eta_seconds": 215815.53857354447, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6423100490196079, "iteration": 53479, "loss_box_reg": 0.23104185797274113, "loss_cls": 0.1885407781228423, "loss_mask": 0.24402478709816933, "loss_rpn_cls": 0.030873353884089738, "loss_rpn_loc": 0.0605191612849012, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006315103941138, "mask_rcnn/false_negative": 0.08258281521053626, "mask_rcnn/false_positive": 0.12513941456715735, "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": 0.9865245316177607, "total_loss": 0.7632089418475516}
{"data_time": 0.017347826855257154, "eta_seconds": 215758.33310023881, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.36494623655913977, "fast_rcnn/fg_cls_accuracy": 0.5985923994398571, "iteration": 53499, "loss_box_reg": 0.21638570073992014, "loss_cls": 0.20187159534543753, "loss_mask": 0.24147748574614525, "loss_rpn_cls": 0.035674717742949724, "loss_rpn_loc": 0.07198453857563436, "lr": 0.0001, "mask_rcnn/accuracy": 0.890880762176115, "mask_rcnn/false_negative": 0.09192048172617245, "mask_rcnn/false_positive": 0.1298198627574359, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9968277320731431, "total_loss": 0.7952244681073353}
{"data_time": 0.013156102737411857, "eta_seconds": 215720.7956333086, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.317744071265198, "fast_rcnn/fg_cls_accuracy": 0.6427317415730337, "iteration": 53519, "loss_box_reg": 0.2237420193850994, "loss_cls": 0.17580770049244165, "loss_mask": 0.25018973648548126, "loss_rpn_cls": 0.03617103397846222, "loss_rpn_loc": 0.0739291759673506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936764307350697, "mask_rcnn/false_negative": 0.09064686280267231, "mask_rcnn/false_positive": 0.10732555997750631, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9920048599597067, "total_loss": 0.7605436258018017}
{"data_time": 0.013816646067425609, "eta_seconds": 215798.979347134, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32165437624585735, "fast_rcnn/fg_cls_accuracy": 0.6424880983134664, "iteration": 53539, "loss_box_reg": 0.22938468679785728, "loss_cls": 0.18383133504539728, "loss_mask": 0.24592498317360878, "loss_rpn_cls": 0.03975764580536634, "loss_rpn_loc": 0.07996561448089778, "lr": 0.0001, "mask_rcnn/accuracy": 0.894531622487662, "mask_rcnn/false_negative": 0.08684937229662884, "mask_rcnn/false_positive": 0.13144239599991847, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.997658807085827, "total_loss": 0.8025471474975348}
{"data_time": 0.015686919214203954, "eta_seconds": 215680.9359149728, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.36452383181945874, "fast_rcnn/fg_cls_accuracy": 0.62087639520463, "iteration": 53559, "loss_box_reg": 0.2529562786221504, "loss_cls": 0.20016009733080864, "loss_mask": 0.2676625791937113, "loss_rpn_cls": 0.03851559921167791, "loss_rpn_loc": 0.08470677281729877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860835425786817, "mask_rcnn/false_negative": 0.10818567785041447, "mask_rcnn/false_positive": 0.12060787994213956, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.9853974368888885, "total_loss": 0.8663237649598159}
{"data_time": 0.013873508432880044, "eta_seconds": 215823.49699113518, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3061654445936177, "fast_rcnn/fg_cls_accuracy": 0.6902539173985895, "iteration": 53579, "loss_box_reg": 0.22387453448027372, "loss_cls": 0.18781634606420994, "loss_mask": 0.24296903796494007, "loss_rpn_cls": 0.04114979400765151, "loss_rpn_loc": 0.07926318934187293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988676246535015, "mask_rcnn/false_negative": 0.10221581587356209, "mask_rcnn/false_positive": 0.1238134216591423, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9910305950324982, "total_loss": 0.7846557998564094}
{"data_time": 0.02899780194275081, "eta_seconds": 215962.70194901153, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3634545868556628, "fast_rcnn/fg_cls_accuracy": 0.6162703613555514, "iteration": 53599, "loss_box_reg": 0.2531326934695244, "loss_cls": 0.21814757585525513, "loss_mask": 0.2638916615396738, "loss_rpn_cls": 0.05041763687040657, "loss_rpn_loc": 0.09761014999821782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890767454805887, "mask_rcnn/false_negative": 0.10044255372938204, "mask_rcnn/false_positive": 0.13019408225113344, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0159382175188512, "total_loss": 0.920305288862437}
{"data_time": 0.015329267596825957, "eta_seconds": 216008.16821494605, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3245923212839579, "fast_rcnn/fg_cls_accuracy": 0.6549235330836454, "iteration": 53619, "loss_box_reg": 0.22723870817571878, "loss_cls": 0.20140605326741934, "loss_mask": 0.24351306818425655, "loss_rpn_cls": 0.03478065854869783, "loss_rpn_loc": 0.08581911085639149, "lr": 0.0001, "mask_rcnn/accuracy": 0.889167178124211, "mask_rcnn/false_negative": 0.09504883563112189, "mask_rcnn/false_positive": 0.12594500484377846, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.02126077353023, "total_loss": 0.790331139229238}
{"data_time": 0.01682774256914854, "eta_seconds": 215792.26164688356, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3782411937377691, "fast_rcnn/fg_cls_accuracy": 0.5722386587771203, "iteration": 53639, "loss_box_reg": 0.2208243329077959, "loss_cls": 0.1866129795089364, "loss_mask": 0.24655660800635815, "loss_rpn_cls": 0.03642433509230614, "loss_rpn_loc": 0.07939777337014675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880464180504747, "mask_rcnn/false_negative": 0.09517763831099288, "mask_rcnn/false_positive": 0.12641232075659736, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.979944682912901, "total_loss": 0.8110236284555867}
{"data_time": 0.0183865821454674, "eta_seconds": 215701.36388972402, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3189085623678647, "fast_rcnn/fg_cls_accuracy": 0.6645348837209302, "iteration": 53659, "loss_box_reg": 0.24272001907229424, "loss_cls": 0.1895243525505066, "loss_mask": 0.2594930939376354, "loss_rpn_cls": 0.04301437537651509, "loss_rpn_loc": 0.1011957733426243, "lr": 0.0001, "mask_rcnn/accuracy": 0.89063985740368, "mask_rcnn/false_negative": 0.09583996305676332, "mask_rcnn/false_positive": 0.12081219565608477, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9782833859790117, "total_loss": 0.8410075954743661}
{"data_time": 0.017404570477083325, "eta_seconds": 215669.1831034422, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.31338759012453576, "fast_rcnn/fg_cls_accuracy": 0.6390466826888064, "iteration": 53679, "loss_box_reg": 0.1987101840786636, "loss_cls": 0.173293380998075, "loss_mask": 0.24472354538738728, "loss_rpn_cls": 0.03852347354404628, "loss_rpn_loc": 0.07881208404432982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974827863245504, "mask_rcnn/false_negative": 0.08515249178627513, "mask_rcnn/false_positive": 0.11825369879485112, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9648643415421247, "total_loss": 0.7502194829285145}
{"data_time": 0.020447741961106658, "eta_seconds": 215732.41908957716, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.29285182427401335, "fast_rcnn/fg_cls_accuracy": 0.6593828602227811, "iteration": 53699, "loss_box_reg": 0.20773636177182198, "loss_cls": 0.17168334871530533, "loss_mask": 0.2571691684424877, "loss_rpn_cls": 0.03526799217797816, "loss_rpn_loc": 0.06829901365563273, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931709965960626, "mask_rcnn/false_negative": 0.09977430019800909, "mask_rcnn/false_positive": 0.10806587396419523, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.004399708006531, "total_loss": 0.768615422421135}
{"data_time": 0.02231739810667932, "eta_seconds": 215721.85033831745, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30403545474565075, "fast_rcnn/fg_cls_accuracy": 0.6774168358581915, "iteration": 53719, "loss_box_reg": 0.2198586007580161, "loss_cls": 0.17720140889286995, "loss_mask": 0.24988276697695255, "loss_rpn_cls": 0.04321164800785482, "loss_rpn_loc": 0.07056295895017684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882847164927332, "mask_rcnn/false_negative": 0.09232400075320854, "mask_rcnn/false_positive": 0.1213723446551552, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.002890202915296, "total_loss": 0.7692981702275574}
{"data_time": 0.024305120576173067, "eta_seconds": 215755.78237053007, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.29953679876479666, "fast_rcnn/fg_cls_accuracy": 0.6716417910447761, "iteration": 53739, "loss_box_reg": 0.20822945423424244, "loss_cls": 0.17699127364903688, "loss_mask": 0.24494735710322857, "loss_rpn_cls": 0.03617604402825236, "loss_rpn_loc": 0.07689095451496542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996323738029418, "mask_rcnn/false_negative": 0.08874577472064038, "mask_rcnn/false_positive": 0.10818673539690268, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0079591220710427, "total_loss": 0.7346785017289221}
{"data_time": 0.013938755495473742, "eta_seconds": 215632.66693370417, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3485441696113074, "fast_rcnn/fg_cls_accuracy": 0.6115540963101939, "iteration": 53759, "loss_box_reg": 0.23298422433435917, "loss_cls": 0.19298198074102402, "loss_mask": 0.24636570923030376, "loss_rpn_cls": 0.03712595708202571, "loss_rpn_loc": 0.07528059161268175, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938046600205969, "mask_rcnn/false_negative": 0.09724514741421222, "mask_rcnn/false_positive": 0.12443026322061314, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9982416296843439, "total_loss": 0.790550725068897}
{"data_time": 0.015313643962144852, "eta_seconds": 215522.489911234, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2854234040004791, "fast_rcnn/fg_cls_accuracy": 0.6824031231925969, "iteration": 53779, "loss_box_reg": 0.24057851918041706, "loss_cls": 0.1833453243598342, "loss_mask": 0.2574905790388584, "loss_rpn_cls": 0.03455811971798539, "loss_rpn_loc": 0.06577662890776992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881483461004283, "mask_rcnn/false_negative": 0.09975831763424667, "mask_rcnn/false_positive": 0.10845696953433741, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9811330288648605, "total_loss": 0.7908580463263206}
{"data_time": 0.024736251449212432, "eta_seconds": 215592.77927796356, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3508483025775976, "fast_rcnn/fg_cls_accuracy": 0.6085759814573374, "iteration": 53799, "loss_box_reg": 0.22971715778112411, "loss_cls": 0.18814728036522865, "loss_mask": 0.24239803105592728, "loss_rpn_cls": 0.03508786647580564, "loss_rpn_loc": 0.0744114147964865, "lr": 0.0001, "mask_rcnn/accuracy": 0.882874042935742, "mask_rcnn/false_negative": 0.09100825234003687, "mask_rcnn/false_positive": 0.1373176727824332, "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": 1.030166954966262, "total_loss": 0.7608885843656026}
{"data_time": 0.014237788040190935, "eta_seconds": 215572.83545009326, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.315160277735128, "fast_rcnn/fg_cls_accuracy": 0.6282882744593894, "iteration": 53819, "loss_box_reg": 0.21878680028021336, "loss_cls": 0.20197692047804594, "loss_mask": 0.2481540720909834, "loss_rpn_cls": 0.03706486942246556, "loss_rpn_loc": 0.06580084771849215, "lr": 0.0001, "mask_rcnn/accuracy": 0.888469498245635, "mask_rcnn/false_negative": 0.10159991034356655, "mask_rcnn/false_positive": 0.10854481074422903, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9997928086668253, "total_loss": 0.7779993587173522}
{"data_time": 0.01437207218259573, "eta_seconds": 215521.89525008202, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3513388937664618, "fast_rcnn/fg_cls_accuracy": 0.6251684636118598, "iteration": 53839, "loss_box_reg": 0.23876231163740158, "loss_cls": 0.19031939655542374, "loss_mask": 0.2482280284166336, "loss_rpn_cls": 0.043127381475642323, "loss_rpn_loc": 0.09561433701310307, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040850783248082, "mask_rcnn/false_negative": 0.07984715650766783, "mask_rcnn/false_positive": 0.12260008900347963, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9675286086276174, "total_loss": 0.8336704283719882}
{"data_time": 0.018139868276193738, "eta_seconds": 215364.22661916353, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.35066838388772925, "fast_rcnn/fg_cls_accuracy": 0.6139190473807975, "iteration": 53859, "loss_box_reg": 0.24449891783297062, "loss_cls": 0.207086312584579, "loss_mask": 0.24881031922996044, "loss_rpn_cls": 0.05464058474171907, "loss_rpn_loc": 0.08225705893710256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848584549713925, "mask_rcnn/false_negative": 0.10203817044592124, "mask_rcnn/false_positive": 0.12481382088327855, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.977912446949631, "total_loss": 0.840713381767273}
{"data_time": 0.02004286297596991, "eta_seconds": 215259.472292969, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.30630517023959647, "fast_rcnn/fg_cls_accuracy": 0.6450477290064531, "iteration": 53879, "loss_box_reg": 0.21615274995565414, "loss_cls": 0.187642190605402, "loss_mask": 0.24983667209744453, "loss_rpn_cls": 0.037587937666103244, "loss_rpn_loc": 0.07616824680007994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901846146724819, "mask_rcnn/false_negative": 0.08800841573098979, "mask_rcnn/false_positive": 0.12045309106381925, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9839779059402645, "total_loss": 0.7947500410955399}
{"data_time": 0.019750465406104922, "eta_seconds": 215211.43345532473, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.36860242241344154, "fast_rcnn/fg_cls_accuracy": 0.573655754703007, "iteration": 53899, "loss_box_reg": 0.19547393172979355, "loss_cls": 0.16579358093440533, "loss_mask": 0.23804119788110256, "loss_rpn_cls": 0.0355626551900059, "loss_rpn_loc": 0.06807598518207669, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909591310921569, "mask_rcnn/false_negative": 0.1008404222144969, "mask_rcnn/false_positive": 0.1211860720196356, "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": 0.9835922026541084, "total_loss": 0.7012451289920136}
{"data_time": 0.015183190582320094, "eta_seconds": 215180.7100500539, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.34468042071197413, "fast_rcnn/fg_cls_accuracy": 0.5894141202474417, "iteration": 53919, "loss_box_reg": 0.23320859484374523, "loss_cls": 0.19603633508086205, "loss_mask": 0.2560995742678642, "loss_rpn_cls": 0.03665458073373884, "loss_rpn_loc": 0.0785753671079874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957548749831332, "mask_rcnn/false_negative": 0.08948270024250292, "mask_rcnn/false_positive": 0.12006353772378434, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9806132141966373, "total_loss": 0.8018711146432906}
{"data_time": 0.01850415184162557, "eta_seconds": 215131.35004576296, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3294041494906824, "fast_rcnn/fg_cls_accuracy": 0.6356048293475738, "iteration": 53939, "loss_box_reg": 0.2141469232738018, "loss_cls": 0.16830546874552965, "loss_mask": 0.25256465189158916, "loss_rpn_cls": 0.033569368068128824, "loss_rpn_loc": 0.053787763230502605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931981034329091, "mask_rcnn/false_negative": 0.0940385260923097, "mask_rcnn/false_positive": 0.12219113575460891, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9868432197254151, "total_loss": 0.7485259214881808}
{"data_time": 0.016373967053368688, "eta_seconds": 215151.6801651474, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3192104924778192, "fast_rcnn/fg_cls_accuracy": 0.6536195286195285, "iteration": 53959, "loss_box_reg": 0.2221204973757267, "loss_cls": 0.18737346306443214, "loss_mask": 0.26270726695656776, "loss_rpn_cls": 0.037896569352597, "loss_rpn_loc": 0.06870328378863633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862174569935559, "mask_rcnn/false_negative": 0.10269977726811808, "mask_rcnn/false_positive": 0.11138127798057008, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0072716413997114, "total_loss": 0.8225341176148504}
{"data_time": 0.01873975107446313, "eta_seconds": 215147.66199718695, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29836145756908783, "fast_rcnn/fg_cls_accuracy": 0.6748133941530168, "iteration": 53979, "loss_box_reg": 0.2390173077583313, "loss_cls": 0.1984358299523592, "loss_mask": 0.2530742846429348, "loss_rpn_cls": 0.0349891297519207, "loss_rpn_loc": 0.07346219476312399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961694073610009, "mask_rcnn/false_negative": 0.08529922264321277, "mask_rcnn/false_positive": 0.12200486364644902, "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": 0.9945775722153485, "total_loss": 0.8053221723530442}
{"data_time": 0.017061992781236768, "eta_seconds": 215111.84463836253, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3186142046074899, "fast_rcnn/fg_cls_accuracy": 0.6194919211730643, "iteration": 53999, "loss_box_reg": 0.2257082834839821, "loss_cls": 0.20137262903153896, "loss_mask": 0.25722533091902733, "loss_rpn_cls": 0.03874711657408625, "loss_rpn_loc": 0.08527519833296537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861616249215691, "mask_rcnn/false_negative": 0.1023939645023414, "mask_rcnn/false_positive": 0.11762916004255031, "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": 0.9916161687579006, "total_loss": 0.8350674179382622}
{"data_time": 0.01631629397161305, "eta_seconds": 215091.9268749701, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34779811266800115, "fast_rcnn/fg_cls_accuracy": 0.630887834632328, "iteration": 54019, "loss_box_reg": 0.22579186968505383, "loss_cls": 0.1998138129711151, "loss_mask": 0.26170606538653374, "loss_rpn_cls": 0.04104265104979277, "loss_rpn_loc": 0.07493256404995918, "lr": 0.0001, "mask_rcnn/accuracy": 0.894590490026155, "mask_rcnn/false_negative": 0.08933058021595791, "mask_rcnn/false_positive": 0.13269410195164583, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9790055642370135, "total_loss": 0.8042166045634076}
{"data_time": 0.016365862218663096, "eta_seconds": 215100.10936697014, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32458793542905695, "fast_rcnn/fg_cls_accuracy": 0.6614348745289089, "iteration": 54039, "loss_box_reg": 0.19435392692685127, "loss_cls": 0.16379623766988516, "loss_mask": 0.2323431335389614, "loss_rpn_cls": 0.03556345542892814, "loss_rpn_loc": 0.07449108269065619, "lr": 0.0001, "mask_rcnn/accuracy": 0.883992992974048, "mask_rcnn/false_negative": 0.09715713341067049, "mask_rcnn/false_positive": 0.12948496803488163, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.029978814534843, "total_loss": 0.7243110836716369}
{"data_time": 0.02398711978457868, "eta_seconds": 215164.9444625806, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28645703611457035, "fast_rcnn/fg_cls_accuracy": 0.6647986716479868, "iteration": 54059, "loss_box_reg": 0.19284166116267443, "loss_cls": 0.17853705864399672, "loss_mask": 0.24088985100388527, "loss_rpn_cls": 0.0354991105850786, "loss_rpn_loc": 0.07265959645155817, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023788065079636, "mask_rcnn/false_negative": 0.07908900819018112, "mask_rcnn/false_positive": 0.11800120940997913, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0224457746371627, "total_loss": 0.7221257034689188}
{"data_time": 0.015167370671406388, "eta_seconds": 215048.06581998244, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3166589434661724, "fast_rcnn/fg_cls_accuracy": 0.6372637944066515, "iteration": 54079, "loss_box_reg": 0.21503856033086777, "loss_cls": 0.18541694525629282, "loss_mask": 0.247503275051713, "loss_rpn_cls": 0.03840733575634658, "loss_rpn_loc": 0.07540846290066838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961553074584989, "mask_rcnn/false_negative": 0.09029403992725746, "mask_rcnn/false_positive": 0.11611497645748511, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9908170341514051, "total_loss": 0.7813403867185116}
{"data_time": 0.020382412476465106, "eta_seconds": 215012.25582140032, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3025227645917301, "fast_rcnn/fg_cls_accuracy": 0.6299636803874091, "iteration": 54099, "loss_box_reg": 0.23355191759765148, "loss_cls": 0.19203099608421326, "loss_mask": 0.2608773782849312, "loss_rpn_cls": 0.043938698479905725, "loss_rpn_loc": 0.09639583854004741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897960096156006, "mask_rcnn/false_negative": 0.08806068702283905, "mask_rcnn/false_positive": 0.1336596374406029, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0135739261750132, "total_loss": 0.8659038476180285}
{"data_time": 0.026791722048074007, "eta_seconds": 214956.6815981269, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3050424192665572, "fast_rcnn/fg_cls_accuracy": 0.6419342820056728, "iteration": 54119, "loss_box_reg": 0.23256747797131538, "loss_cls": 0.19258917309343815, "loss_mask": 0.26613405905663967, "loss_rpn_cls": 0.03997381986118853, "loss_rpn_loc": 0.07219537044875324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878933376820929, "mask_rcnn/false_negative": 0.09367142041672741, "mask_rcnn/false_positive": 0.11778660649904453, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9785013576038182, "total_loss": 0.8152540726587176}
{"data_time": 0.012617680011317134, "eta_seconds": 214825.74052355718, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.39333251577726003, "fast_rcnn/fg_cls_accuracy": 0.5602859148165934, "iteration": 54139, "loss_box_reg": 0.23018327727913857, "loss_cls": 0.19307451974600554, "loss_mask": 0.25667581520974636, "loss_rpn_cls": 0.03871044679544866, "loss_rpn_loc": 0.08454149309545755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973000872509628, "mask_rcnn/false_negative": 0.08571538146976351, "mask_rcnn/false_positive": 0.11985519493982438, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9700079264584929, "total_loss": 0.7939976786728948}
{"data_time": 0.014689183328300714, "eta_seconds": 214804.41450931132, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29786839284241773, "fast_rcnn/fg_cls_accuracy": 0.6812287767511648, "iteration": 54159, "loss_box_reg": 0.21716361120343208, "loss_cls": 0.18587163649499416, "loss_mask": 0.2485709022730589, "loss_rpn_cls": 0.03398645529523492, "loss_rpn_loc": 0.06459630897734314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853528327539808, "mask_rcnn/false_negative": 0.09958867488423051, "mask_rcnn/false_positive": 0.12291474807017701, "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": 0.9958709569182247, "total_loss": 0.7560301333433017}
{"data_time": 0.02385055902414024, "eta_seconds": 214784.51046793722, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3453813462323211, "fast_rcnn/fg_cls_accuracy": 0.6261831536830791, "iteration": 54179, "loss_box_reg": 0.23092457838356495, "loss_cls": 0.1779194874688983, "loss_mask": 0.25860138051211834, "loss_rpn_cls": 0.038397165946662426, "loss_rpn_loc": 0.07528728130273521, "lr": 0.0001, "mask_rcnn/accuracy": 0.886604745422398, "mask_rcnn/false_negative": 0.10686516744506441, "mask_rcnn/false_positive": 0.10725138808637705, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9797264197841287, "total_loss": 0.7620859808521345}
{"data_time": 0.014343334594741464, "eta_seconds": 214839.72614952363, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.308735648650308, "fast_rcnn/fg_cls_accuracy": 0.6473577235772358, "iteration": 54199, "loss_box_reg": 0.2632866147905588, "loss_cls": 0.21878395788371563, "loss_mask": 0.24475746043026447, "loss_rpn_cls": 0.04081510822288692, "loss_rpn_loc": 0.08679944789037108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882081414883027, "mask_rcnn/false_negative": 0.09777552448285584, "mask_rcnn/false_positive": 0.12103599980649292, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0374459803570062, "total_loss": 0.8444295467343181}
{"data_time": 0.024229677859693766, "eta_seconds": 214757.115029525, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2688959943156586, "fast_rcnn/fg_cls_accuracy": 0.6965138169837961, "iteration": 54219, "loss_box_reg": 0.2258586473762989, "loss_cls": 0.19312713667750359, "loss_mask": 0.24905834533274174, "loss_rpn_cls": 0.03144356235861778, "loss_rpn_loc": 0.06730294087901711, "lr": 0.0001, "mask_rcnn/accuracy": 0.895273678124333, "mask_rcnn/false_negative": 0.09379166506180657, "mask_rcnn/false_positive": 0.10514385774351243, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0096290833316743, "total_loss": 0.7786996455397457}
{"data_time": 0.02491385699249804, "eta_seconds": 214891.25953137875, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3383907782739799, "fast_rcnn/fg_cls_accuracy": 0.6409458475453187, "iteration": 54239, "loss_box_reg": 0.2284460887312889, "loss_cls": 0.202339394018054, "loss_mask": 0.26087793335318565, "loss_rpn_cls": 0.03657207463402301, "loss_rpn_loc": 0.08812187658622861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926296024465867, "mask_rcnn/false_negative": 0.08976896752418836, "mask_rcnn/false_positive": 0.12761636398269344, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0416248885449022, "total_loss": 0.8412493150681257}
{"data_time": 0.016106630908325315, "eta_seconds": 214999.05474220868, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.29225774225774226, "fast_rcnn/fg_cls_accuracy": 0.6668704740432199, "iteration": 54259, "loss_box_reg": 0.23198887519538403, "loss_cls": 0.1985106049105525, "loss_mask": 0.2417773399502039, "loss_rpn_cls": 0.0371333216316998, "loss_rpn_loc": 0.081695377943106, "lr": 0.0001, "mask_rcnn/accuracy": 0.9126683885033717, "mask_rcnn/false_negative": 0.08063367068948595, "mask_rcnn/false_positive": 0.10720213030489101, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0193134162109345, "total_loss": 0.7662091111997142}
{"data_time": 0.015112838940694928, "eta_seconds": 214979.12343093194, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3710125211693828, "fast_rcnn/fg_cls_accuracy": 0.6108322127595995, "iteration": 54279, "loss_box_reg": 0.21490664966404438, "loss_cls": 0.18880950845777988, "loss_mask": 0.2561078295111656, "loss_rpn_cls": 0.037809913395904005, "loss_rpn_loc": 0.08320772205479443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886304858678694, "mask_rcnn/false_negative": 0.09907543119766105, "mask_rcnn/false_positive": 0.1229590157812742, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 1.009538983227685, "total_loss": 0.7733560933265835}
{"data_time": 0.014997068094089627, "eta_seconds": 215094.18358120602, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.33002207505518766, "fast_rcnn/fg_cls_accuracy": 0.6534382483749572, "iteration": 54299, "loss_box_reg": 0.20752694457769394, "loss_cls": 0.17727324180305004, "loss_mask": 0.24973022937774658, "loss_rpn_cls": 0.034597473219037056, "loss_rpn_loc": 0.06860999274067581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969260776303686, "mask_rcnn/false_negative": 0.08842692544015512, "mask_rcnn/false_positive": 0.12362638066261386, "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": 0.9846669670660049, "total_loss": 0.7346259509213269}
{"data_time": 0.01939801382832229, "eta_seconds": 215133.79630938172, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3475891557496361, "fast_rcnn/fg_cls_accuracy": 0.6293459211939624, "iteration": 54319, "loss_box_reg": 0.22133614029735327, "loss_cls": 0.18759854044765234, "loss_mask": 0.25645916163921356, "loss_rpn_cls": 0.03656694502569735, "loss_rpn_loc": 0.08187452214770019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832859000252806, "mask_rcnn/false_negative": 0.0977838487109316, "mask_rcnn/false_positive": 0.14243728449281964, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9896248925942928, "total_loss": 0.8021132092690095}
{"data_time": 0.01799594913609326, "eta_seconds": 214862.16545398813, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31906465627395864, "fast_rcnn/fg_cls_accuracy": 0.6665827009666552, "iteration": 54339, "loss_box_reg": 0.23892109282314777, "loss_cls": 0.2052940921857953, "loss_mask": 0.2592305988073349, "loss_rpn_cls": 0.03877146076411009, "loss_rpn_loc": 0.08114054438192397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874360248347998, "mask_rcnn/false_negative": 0.09943327325014728, "mask_rcnn/false_positive": 0.13165603989851785, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9768386371433735, "total_loss": 0.8389811113011092}
{"data_time": 0.017193885520100594, "eta_seconds": 214720.8314925246, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3122557905337362, "fast_rcnn/fg_cls_accuracy": 0.6552185548617306, "iteration": 54359, "loss_box_reg": 0.21239876467734575, "loss_cls": 0.18919450137764215, "loss_mask": 0.22639815509319305, "loss_rpn_cls": 0.03878404712304473, "loss_rpn_loc": 0.08344525843858719, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996846778781199, "mask_rcnn/false_negative": 0.0844387276722792, "mask_rcnn/false_positive": 0.1121558274089822, "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": 0.9902438058052212, "total_loss": 0.7590605291188695}
{"data_time": 0.013412375235930085, "eta_seconds": 214649.05981324613, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.34305466359412184, "fast_rcnn/fg_cls_accuracy": 0.5946674776966747, "iteration": 54379, "loss_box_reg": 0.23102942295372486, "loss_cls": 0.1932333717122674, "loss_mask": 0.25049601681530476, "loss_rpn_cls": 0.03361294325441122, "loss_rpn_loc": 0.08511365682352334, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903918942345027, "mask_rcnn/false_negative": 0.09489282918057645, "mask_rcnn/false_positive": 0.12452267248659032, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0045551594812423, "total_loss": 0.8184163481928408}
{"data_time": 0.017064158571884036, "eta_seconds": 214744.99582322314, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30451298012308126, "fast_rcnn/fg_cls_accuracy": 0.6541416142038622, "iteration": 54399, "loss_box_reg": 0.2276900950819254, "loss_cls": 0.1855958281084895, "loss_mask": 0.23836954683065414, "loss_rpn_cls": 0.034529360360465944, "loss_rpn_loc": 0.06591606722213328, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071651934375149, "mask_rcnn/false_negative": 0.08772805008114912, "mask_rcnn/false_positive": 0.1186862862367764, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9980366206727922, "total_loss": 0.7601403337903321}
{"data_time": 0.016339077381417155, "eta_seconds": 214586.85498023406, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29785015984802854, "fast_rcnn/fg_cls_accuracy": 0.6300748106924551, "iteration": 54419, "loss_box_reg": 0.22099561896175146, "loss_cls": 0.19605677062645555, "loss_mask": 0.24839212372899055, "loss_rpn_cls": 0.038412429857999086, "loss_rpn_loc": 0.0719746807590127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977437215698303, "mask_rcnn/false_negative": 0.09567621056750328, "mask_rcnn/false_positive": 0.10902889028252832, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9688044630456716, "total_loss": 0.7917924542562105}
{"data_time": 0.021606961032375693, "eta_seconds": 214480.4422556702, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3039248858061242, "fast_rcnn/fg_cls_accuracy": 0.6280545633425809, "iteration": 54439, "loss_box_reg": 0.23087721131742, "loss_cls": 0.2027760110795498, "loss_mask": 0.2527059055864811, "loss_rpn_cls": 0.04276996594853699, "loss_rpn_loc": 0.07292965333908796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855083640581405, "mask_rcnn/false_negative": 0.10289182573872555, "mask_rcnn/false_positive": 0.1276260106277067, "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": 0.9703596679028124, "total_loss": 0.822986368322745}
{"data_time": 0.01392978080548346, "eta_seconds": 214531.52773358393, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3098173515981735, "fast_rcnn/fg_cls_accuracy": 0.6336842899732065, "iteration": 54459, "loss_box_reg": 0.24442376382648945, "loss_cls": 0.19435163214802742, "loss_mask": 0.26232590712606907, "loss_rpn_cls": 0.04036488197743893, "loss_rpn_loc": 0.07775571756064892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907758248165311, "mask_rcnn/false_negative": 0.09368093318081706, "mask_rcnn/false_positive": 0.13509520638543288, "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": 0.9964449296239763, "total_loss": 0.8412565509788692}
{"data_time": 0.0136278688441962, "eta_seconds": 214440.64258184284, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35853086976115367, "fast_rcnn/fg_cls_accuracy": 0.6111904761904763, "iteration": 54479, "loss_box_reg": 0.2451581321656704, "loss_cls": 0.20133112091571093, "loss_mask": 0.2543085068464279, "loss_rpn_cls": 0.04040317377075553, "loss_rpn_loc": 0.06775084417313337, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912010758215398, "mask_rcnn/false_negative": 0.0972334584302319, "mask_rcnn/false_positive": 0.13374985844205012, "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": 0.9837161747273058, "total_loss": 0.8015868203947321}
{"data_time": 0.014741470338776708, "eta_seconds": 214308.02188965026, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34369060852727074, "fast_rcnn/fg_cls_accuracy": 0.6360939835575485, "iteration": 54499, "loss_box_reg": 0.23807687684893608, "loss_cls": 0.19443199317902327, "loss_mask": 0.233596445992589, "loss_rpn_cls": 0.03255133586935699, "loss_rpn_loc": 0.07531951484270394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941831020472099, "mask_rcnn/false_negative": 0.09057193403929163, "mask_rcnn/false_positive": 0.1292398454025265, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9764766537118703, "total_loss": 0.781927702948451}
{"data_time": 0.015015288023278117, "eta_seconds": 214214.7747871466, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.30888491353607633, "fast_rcnn/fg_cls_accuracy": 0.6523776223776223, "iteration": 54519, "loss_box_reg": 0.2317584864795208, "loss_cls": 0.19084573723375797, "loss_mask": 0.2567313741892576, "loss_rpn_cls": 0.03762975870631635, "loss_rpn_loc": 0.07185662840493023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819782769411724, "mask_rcnn/false_negative": 0.10619388089766929, "mask_rcnn/false_positive": 0.11960663726226439, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.963190637063235, "total_loss": 0.7877314218203537}
{"data_time": 0.013651368906721473, "eta_seconds": 214194.8922203388, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.358029384204664, "fast_rcnn/fg_cls_accuracy": 0.5843189964157707, "iteration": 54539, "loss_box_reg": 0.2303881235420704, "loss_cls": 0.21528667584061623, "loss_mask": 0.25429392140358686, "loss_rpn_cls": 0.043453632039017975, "loss_rpn_loc": 0.09109816723503172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920938582686961, "mask_rcnn/false_negative": 0.09216099352651413, "mask_rcnn/false_positive": 0.12066369252334942, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.0146794735919684, "total_loss": 0.8498373326146975}
{"data_time": 0.013886777916923165, "eta_seconds": 214271.95809077471, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.40070304437564497, "fast_rcnn/fg_cls_accuracy": 0.5729888849413795, "iteration": 54559, "loss_box_reg": 0.2524725440889597, "loss_cls": 0.2149745225906372, "loss_mask": 0.2601622771471739, "loss_rpn_cls": 0.04311550437705591, "loss_rpn_loc": 0.09455665131099522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946888864241349, "mask_rcnn/false_negative": 0.09486603470650423, "mask_rcnn/false_positive": 0.12051471576672994, "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": 1.018698057392612, "total_loss": 0.8667257621418685}
{"data_time": 0.015095224836841226, "eta_seconds": 214341.14339727443, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3139873030894501, "fast_rcnn/fg_cls_accuracy": 0.6579118603963325, "iteration": 54579, "loss_box_reg": 0.20499012805521488, "loss_cls": 0.17442143522202969, "loss_mask": 0.24144908785820007, "loss_rpn_cls": 0.03561910439748317, "loss_rpn_loc": 0.06475221971049905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857718493241453, "mask_rcnn/false_negative": 0.09377295108599529, "mask_rcnn/false_positive": 0.13114976072124263, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0191954532638192, "total_loss": 0.7335435753921047}
{"data_time": 0.020958130713552237, "eta_seconds": 214274.5290380437, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3112284820031299, "fast_rcnn/fg_cls_accuracy": 0.6683946270213876, "iteration": 54599, "loss_box_reg": 0.23296242766082287, "loss_cls": 0.20265824906527996, "loss_mask": 0.263564795255661, "loss_rpn_cls": 0.0463496622396633, "loss_rpn_loc": 0.09884885745123029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814241979816764, "mask_rcnn/false_negative": 0.10123410338688252, "mask_rcnn/false_positive": 0.11447173523582505, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.0142644494771957, "total_loss": 0.8669752868590876}
{"data_time": 0.017205233685672283, "eta_seconds": 214098.16617382225, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.35829899394884357, "fast_rcnn/fg_cls_accuracy": 0.6158815012807662, "iteration": 54619, "loss_box_reg": 0.22883369494229555, "loss_cls": 0.19902981910854578, "loss_mask": 0.2461613416671753, "loss_rpn_cls": 0.03752713289577514, "loss_rpn_loc": 0.0651860604993999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900544156293111, "mask_rcnn/false_negative": 0.09834435285939726, "mask_rcnn/false_positive": 0.13131818378731422, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9791129387449473, "total_loss": 0.7663369907531887}
{"data_time": 0.01793892658315599, "eta_seconds": 214049.9639698118, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35904332234368674, "fast_rcnn/fg_cls_accuracy": 0.5807013170468237, "iteration": 54639, "loss_box_reg": 0.23271098546683788, "loss_cls": 0.20408328203484416, "loss_mask": 0.2595873437821865, "loss_rpn_cls": 0.0459063989110291, "loss_rpn_loc": 0.10006165271624923, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867045297848869, "mask_rcnn/false_negative": 0.09836334903335475, "mask_rcnn/false_positive": 0.12079362028690763, "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": 0.9735066455323249, "total_loss": 0.8641496778000146}
{"data_time": 0.01784677733667195, "eta_seconds": 214030.0856299186, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3418189231200469, "fast_rcnn/fg_cls_accuracy": 0.6238861099809332, "iteration": 54659, "loss_box_reg": 0.219057260081172, "loss_cls": 0.18797023128718138, "loss_mask": 0.2476445622742176, "loss_rpn_cls": 0.03658088087104261, "loss_rpn_loc": 0.07200365653261542, "lr": 0.0001, "mask_rcnn/accuracy": 0.885462312988403, "mask_rcnn/false_negative": 0.10428183101077315, "mask_rcnn/false_positive": 0.10203745743219883, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9785726880654693, "total_loss": 0.7871884042397141}
{"data_time": 0.013993656262755394, "eta_seconds": 214072.7153374534, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.36243171312508754, "fast_rcnn/fg_cls_accuracy": 0.6247234821357524, "iteration": 54679, "loss_box_reg": 0.23152904212474823, "loss_cls": 0.20293460227549076, "loss_mask": 0.2518325336277485, "loss_rpn_cls": 0.0425959094427526, "loss_rpn_loc": 0.07859308790648356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946905299694581, "mask_rcnn/false_negative": 0.07867197185028832, "mask_rcnn/false_positive": 0.12257394558860252, "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": 1.0102377210278064, "total_loss": 0.7925254993606359}
{"data_time": 0.01563464617356658, "eta_seconds": 214026.5568220988, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.34695810652022735, "fast_rcnn/fg_cls_accuracy": 0.6099539768704272, "iteration": 54699, "loss_box_reg": 0.2246540430933237, "loss_cls": 0.18697544746100903, "loss_mask": 0.259660460986197, "loss_rpn_cls": 0.03677194588817656, "loss_rpn_loc": 0.07172048068605363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855554367455565, "mask_rcnn/false_negative": 0.09071570816069083, "mask_rcnn/false_positive": 0.12411123868925653, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9920085961930454, "total_loss": 0.8061656228965148}
{"data_time": 0.016622979193925858, "eta_seconds": 214062.32674889266, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2934002869440459, "fast_rcnn/fg_cls_accuracy": 0.6193198954458631, "iteration": 54719, "loss_box_reg": 0.2237969534471631, "loss_cls": 0.19643013924360275, "loss_mask": 0.24993537925183773, "loss_rpn_cls": 0.039862575475126505, "loss_rpn_loc": 0.09334052447229624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971353343969166, "mask_rcnn/false_negative": 0.09979235274040929, "mask_rcnn/false_positive": 0.11408013843193551, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.00843579438515, "total_loss": 0.8124609554652125}
{"data_time": 0.01701330835931003, "eta_seconds": 213986.79341163486, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3419146995096362, "fast_rcnn/fg_cls_accuracy": 0.6404608256804831, "iteration": 54739, "loss_box_reg": 0.22415459342300892, "loss_cls": 0.1931986715644598, "loss_mask": 0.24698640033602715, "loss_rpn_cls": 0.04311066586524248, "loss_rpn_loc": 0.06668798811733723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944010587986179, "mask_rcnn/false_negative": 0.08499404564298257, "mask_rcnn/false_positive": 0.12458267974130613, "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": 0.9991842829622328, "total_loss": 0.7989773901645094}
{"data_time": 0.019247129559516907, "eta_seconds": 213886.38281830586, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.35193961305452415, "fast_rcnn/fg_cls_accuracy": 0.6265212981744421, "iteration": 54759, "loss_box_reg": 0.24666687473654747, "loss_cls": 0.20347308181226254, "loss_mask": 0.24433888494968414, "loss_rpn_cls": 0.04541466920636594, "loss_rpn_loc": 0.07990339817479253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827055363047962, "mask_rcnn/false_negative": 0.09428735418605408, "mask_rcnn/false_positive": 0.1394374491841227, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9809023013804108, "total_loss": 0.8180324367713183}
{"data_time": 0.016805422492325306, "eta_seconds": 213789.34204224497, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30418662641905636, "fast_rcnn/fg_cls_accuracy": 0.6247317899491813, "iteration": 54779, "loss_box_reg": 0.22435061680153012, "loss_cls": 0.18599474243819714, "loss_mask": 0.24610100500285625, "loss_rpn_cls": 0.038067476358264685, "loss_rpn_loc": 0.08006097585894167, "lr": 0.0001, "mask_rcnn/accuracy": 0.891234604910507, "mask_rcnn/false_negative": 0.09363184947665043, "mask_rcnn/false_positive": 0.11786199221016944, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9554832265712321, "total_loss": 0.774789843489998}
{"data_time": 0.016558995004743338, "eta_seconds": 213565.91568551958, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3093858479732851, "fast_rcnn/fg_cls_accuracy": 0.649668103312675, "iteration": 54799, "loss_box_reg": 0.23178486339747906, "loss_cls": 0.1911047324538231, "loss_mask": 0.26464333198964596, "loss_rpn_cls": 0.03383861621841788, "loss_rpn_loc": 0.08442083140835166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850403759226699, "mask_rcnn/false_negative": 0.09130261340673944, "mask_rcnn/false_positive": 0.1220667069468786, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9913276913575828, "total_loss": 0.7974861552938819}
{"data_time": 0.01444006129167974, "eta_seconds": 213450.01197168604, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.39000148345942737, "fast_rcnn/fg_cls_accuracy": 0.5820106936822851, "iteration": 54819, "loss_box_reg": 0.23741637729108334, "loss_cls": 0.20627927593886852, "loss_mask": 0.2396023143082857, "loss_rpn_cls": 0.04391379957087338, "loss_rpn_loc": 0.0856963477563113, "lr": 0.0001, "mask_rcnn/accuracy": 0.88916226421458, "mask_rcnn/false_negative": 0.10231381723712675, "mask_rcnn/false_positive": 0.1240773127596865, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9955131348688155, "total_loss": 0.8306511760456488}
{"data_time": 0.013316294411197305, "eta_seconds": 213411.32215197198, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2632278835386338, "fast_rcnn/fg_cls_accuracy": 0.694169269308348, "iteration": 54839, "loss_box_reg": 0.21609665267169476, "loss_cls": 0.17021121457219124, "loss_mask": 0.24764328077435493, "loss_rpn_cls": 0.031791877932846546, "loss_rpn_loc": 0.06411803641822189, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049244996318637, "mask_rcnn/false_negative": 0.08410745652661397, "mask_rcnn/false_positive": 0.10934581199351115, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9699209849350154, "total_loss": 0.7058874372160062}
{"data_time": 0.01816322491504252, "eta_seconds": 213410.33356068656, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30081877291092496, "fast_rcnn/fg_cls_accuracy": 0.684634448574969, "iteration": 54859, "loss_box_reg": 0.23933111457154155, "loss_cls": 0.20084314700216055, "loss_mask": 0.24828802421689034, "loss_rpn_cls": 0.04251001018565148, "loss_rpn_loc": 0.0876770275644958, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987651989675474, "mask_rcnn/false_negative": 0.09141412856905705, "mask_rcnn/false_positive": 0.1290023201891181, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9865891726221889, "total_loss": 0.7996529976371676}
{"data_time": 0.01480559236370027, "eta_seconds": 213465.77515816316, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3598681033190667, "fast_rcnn/fg_cls_accuracy": 0.6022866022866022, "iteration": 54879, "loss_box_reg": 0.2378507200628519, "loss_cls": 0.2060300251469016, "loss_mask": 0.2690363433212042, "loss_rpn_cls": 0.04036574298515916, "loss_rpn_loc": 0.08486190671101213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8747086264144107, "mask_rcnn/false_negative": 0.09763320180799581, "mask_rcnn/false_positive": 0.15534313564951385, "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": 0.99815942090936, "total_loss": 0.8269388682674617}
{"data_time": 0.018577316775918007, "eta_seconds": 213466.67501837946, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31092436974789917, "fast_rcnn/fg_cls_accuracy": 0.6578322326497509, "iteration": 54899, "loss_box_reg": 0.2057943558320403, "loss_cls": 0.1779950587078929, "loss_mask": 0.2540148049592972, "loss_rpn_cls": 0.03632047330029309, "loss_rpn_loc": 0.0688088065944612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920038390512848, "mask_rcnn/false_negative": 0.08788899282102938, "mask_rcnn/false_positive": 0.12494505471847991, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9923615620937198, "total_loss": 0.7439623468089849}
{"data_time": 0.016931651392951608, "eta_seconds": 213446.82688495144, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29465794144693225, "fast_rcnn/fg_cls_accuracy": 0.6885899661129019, "iteration": 54919, "loss_box_reg": 0.2526949867606163, "loss_cls": 0.19612716510891914, "loss_mask": 0.2522093318402767, "loss_rpn_cls": 0.041855660267174244, "loss_rpn_loc": 0.08855073293671012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884089828746318, "mask_rcnn/false_negative": 0.09569387205190684, "mask_rcnn/false_positive": 0.1190001862726475, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9783996874466538, "total_loss": 0.8118440890684724}
{"data_time": 0.019820234272629023, "eta_seconds": 213525.70195753593, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.34557694045360077, "fast_rcnn/fg_cls_accuracy": 0.6350003416000547, "iteration": 54939, "loss_box_reg": 0.23978807777166367, "loss_cls": 0.19883215613663197, "loss_mask": 0.2671696823090315, "loss_rpn_cls": 0.04234774422366172, "loss_rpn_loc": 0.0864210738800466, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844853164480078, "mask_rcnn/false_negative": 0.09943007596226747, "mask_rcnn/false_positive": 0.15680196204099356, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9975714778993279, "total_loss": 0.8544233615975827}
{"data_time": 0.01406821166165173, "eta_seconds": 213275.511367321, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3200252350523017, "fast_rcnn/fg_cls_accuracy": 0.6599617404045748, "iteration": 54959, "loss_box_reg": 0.23014932312071323, "loss_cls": 0.18807121366262436, "loss_mask": 0.246352918446064, "loss_rpn_cls": 0.040898239240050316, "loss_rpn_loc": 0.08167444204445928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909118040689288, "mask_rcnn/false_negative": 0.08483276370118496, "mask_rcnn/false_positive": 0.1304196763260771, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.967089036013931, "total_loss": 0.7856790422229096}
{"data_time": 0.014880941482260823, "eta_seconds": 213255.67547526676, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3318043761234736, "fast_rcnn/fg_cls_accuracy": 0.6419178082191781, "iteration": 54979, "loss_box_reg": 0.23829592764377594, "loss_cls": 0.18626663833856583, "loss_mask": 0.2633153907954693, "loss_rpn_cls": 0.041524636559188366, "loss_rpn_loc": 0.07213093107566237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884450422990026, "mask_rcnn/false_negative": 0.09574926242074913, "mask_rcnn/false_positive": 0.1409885721196292, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9886028801556677, "total_loss": 0.8296096222475171}
{"data_time": 0.018306384095922112, "eta_seconds": 213233.20735245943, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3357986346023741, "fast_rcnn/fg_cls_accuracy": 0.6381464331560609, "iteration": 54999, "loss_box_reg": 0.23512992449104786, "loss_cls": 0.19524940755218267, "loss_mask": 0.24552682600915432, "loss_rpn_cls": 0.03642343217507005, "loss_rpn_loc": 0.08344505308195949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925578698722291, "mask_rcnn/false_negative": 0.07997721055878318, "mask_rcnn/false_positive": 0.12942150289300414, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9808086520060897, "total_loss": 0.7937342529185116}
{"data_time": 0.019556316547095776, "eta_seconds": 213284.462303482, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3240214005146959, "fast_rcnn/fg_cls_accuracy": 0.6526479750778815, "iteration": 55019, "loss_box_reg": 0.22950777038931847, "loss_cls": 0.19071809574961662, "loss_mask": 0.24737163819372654, "loss_rpn_cls": 0.039904461591504514, "loss_rpn_loc": 0.07234971527941525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862641039682984, "mask_rcnn/false_negative": 0.10571655609535577, "mask_rcnn/false_positive": 0.11914117569349, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9981893810909241, "total_loss": 0.7860559790860862}
{"data_time": 0.014604364288970828, "eta_seconds": 213231.7807111889, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2916873682002363, "fast_rcnn/fg_cls_accuracy": 0.6792635658914729, "iteration": 55039, "loss_box_reg": 0.22688265424221754, "loss_cls": 0.19494945090264082, "loss_mask": 0.25700453482568264, "loss_rpn_cls": 0.038494601962156594, "loss_rpn_loc": 0.08477975381538272, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900322346983907, "mask_rcnn/false_negative": 0.09200100203144346, "mask_rcnn/false_positive": 0.13261028387430193, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.001299211755395, "total_loss": 0.8197242352180183}
{"data_time": 0.020435970975086093, "eta_seconds": 213244.77778170258, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3174951603982301, "fast_rcnn/fg_cls_accuracy": 0.6524325316688085, "iteration": 55059, "loss_box_reg": 0.24706453457474709, "loss_cls": 0.209374719299376, "loss_mask": 0.2698366064578295, "loss_rpn_cls": 0.03797683690208942, "loss_rpn_loc": 0.08500205120071769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926340228209511, "mask_rcnn/false_negative": 0.09570537536739193, "mask_rcnn/false_positive": 0.11199181806198548, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0319418727885932, "total_loss": 0.8307982333935797}
{"data_time": 0.014848809689283371, "eta_seconds": 213224.93552081287, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.38762626262626265, "fast_rcnn/fg_cls_accuracy": 0.5867055084745763, "iteration": 55079, "loss_box_reg": 0.22585398890078068, "loss_cls": 0.19736518152058125, "loss_mask": 0.24809990637004375, "loss_rpn_cls": 0.044837281078798696, "loss_rpn_loc": 0.08266772050410509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907577517735588, "mask_rcnn/false_negative": 0.0908602403052674, "mask_rcnn/false_positive": 0.12870857062981828, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.991641677217558, "total_loss": 0.8162914707500022}
{"data_time": 0.014065467519685626, "eta_seconds": 213136.66012294125, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3391333899745115, "fast_rcnn/fg_cls_accuracy": 0.6005203908241292, "iteration": 55099, "loss_box_reg": 0.24132378585636616, "loss_cls": 0.20312600675970316, "loss_mask": 0.25472006015479565, "loss_rpn_cls": 0.033171780058182776, "loss_rpn_loc": 0.08160483464598656, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837451823104441, "mask_rcnn/false_negative": 0.09827083917938054, "mask_rcnn/false_positive": 0.13099674143857926, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9926894996315241, "total_loss": 0.8318112314445898}
{"data_time": 0.02033690852113068, "eta_seconds": 213277.27992583066, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.36065891472868217, "fast_rcnn/fg_cls_accuracy": 0.6165424851358471, "iteration": 55119, "loss_box_reg": 0.2427967470139265, "loss_cls": 0.19859324768185616, "loss_mask": 0.2580097131431103, "loss_rpn_cls": 0.03945751418359578, "loss_rpn_loc": 0.07418080954812467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803631459243704, "mask_rcnn/false_negative": 0.10568574258286131, "mask_rcnn/false_positive": 0.12194546243878375, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0207312293350697, "total_loss": 0.8420152558246627}
{"data_time": 0.014774005161598325, "eta_seconds": 213418.47317329142, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35534247772147476, "fast_rcnn/fg_cls_accuracy": 0.6215132275132276, "iteration": 55139, "loss_box_reg": 0.22990494966506958, "loss_cls": 0.18933049030601978, "loss_mask": 0.24971099942922592, "loss_rpn_cls": 0.04244923940859735, "loss_rpn_loc": 0.08780479105189443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888703294797807, "mask_rcnn/false_negative": 0.09562055588560466, "mask_rcnn/false_positive": 0.12657585860349901, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0022112641017884, "total_loss": 0.8574792318977416}
{"data_time": 0.01663939212448895, "eta_seconds": 213303.96433832124, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35084452719776565, "fast_rcnn/fg_cls_accuracy": 0.6421521035598705, "iteration": 55159, "loss_box_reg": 0.25543077662587166, "loss_cls": 0.2064974643290043, "loss_mask": 0.24301686510443687, "loss_rpn_cls": 0.036934442818164825, "loss_rpn_loc": 0.08202914521098137, "lr": 0.0001, "mask_rcnn/accuracy": 0.88430767212707, "mask_rcnn/false_negative": 0.0998230705162536, "mask_rcnn/false_positive": 0.13443859268865782, "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": 0.9887437061406672, "total_loss": 0.847804490942508}
{"data_time": 0.01684100227430463, "eta_seconds": 213513.7953749625, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.31678073619544156, "fast_rcnn/fg_cls_accuracy": 0.648549336738313, "iteration": 55179, "loss_box_reg": 0.25453267991542816, "loss_cls": 0.1988342497497797, "loss_mask": 0.2593001239001751, "loss_rpn_cls": 0.036671568639576435, "loss_rpn_loc": 0.06619124789722264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855255354546729, "mask_rcnn/false_negative": 0.10520704588272994, "mask_rcnn/false_positive": 0.12029757282898315, "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": 1.0313751932699233, "total_loss": 0.8474830964114517}
{"data_time": 0.014818835072219372, "eta_seconds": 213429.65568657964, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.28926598263614833, "fast_rcnn/fg_cls_accuracy": 0.673650237951972, "iteration": 55199, "loss_box_reg": 0.21807286515831947, "loss_cls": 0.19544714502990246, "loss_mask": 0.23733020201325417, "loss_rpn_cls": 0.030494640464894474, "loss_rpn_loc": 0.06331765244249254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960263585888508, "mask_rcnn/false_negative": 0.09316763713544332, "mask_rcnn/false_positive": 0.11588464506537673, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0113516941200942, "total_loss": 0.7211470530601218}
{"data_time": 0.01204607100225985, "eta_seconds": 213339.0099048661, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3192377877596856, "fast_rcnn/fg_cls_accuracy": 0.6248099148418491, "iteration": 55219, "loss_box_reg": 0.2313210405409336, "loss_cls": 0.1917031891644001, "loss_mask": 0.24478334560990334, "loss_rpn_cls": 0.03830406162887812, "loss_rpn_loc": 0.08411238179542124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975800055599162, "mask_rcnn/false_negative": 0.09769469406013544, "mask_rcnn/false_positive": 0.11266624432847777, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9914778859820217, "total_loss": 0.8029564563184977}
{"data_time": 0.014627016615122557, "eta_seconds": 213014.5730868075, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.29071355108699504, "fast_rcnn/fg_cls_accuracy": 0.6612559975236032, "iteration": 55239, "loss_box_reg": 0.24301927164196968, "loss_cls": 0.2012920742854476, "loss_mask": 0.24713530577719212, "loss_rpn_cls": 0.03851782297715545, "loss_rpn_loc": 0.07683644467033446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933284119508609, "mask_rcnn/false_negative": 0.09850375732493605, "mask_rcnn/false_positive": 0.11571644579418192, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9799149129539728, "total_loss": 0.7989982761209831}
{"data_time": 0.013600405538454652, "eta_seconds": 212905.46731083188, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3453060311066353, "fast_rcnn/fg_cls_accuracy": 0.6206432834721096, "iteration": 55259, "loss_box_reg": 0.2101598121225834, "loss_cls": 0.19365510623902082, "loss_mask": 0.24579672701656818, "loss_rpn_cls": 0.04145283973775804, "loss_rpn_loc": 0.0750891137868166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885950030817635, "mask_rcnn/false_negative": 0.0907177205703047, "mask_rcnn/false_positive": 0.12726547269152114, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9855876408983022, "total_loss": 0.7735706840176135}
{"data_time": 0.015864324057474732, "eta_seconds": 212860.64127378166, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.35141304347826086, "fast_rcnn/fg_cls_accuracy": 0.6342391304347825, "iteration": 55279, "loss_box_reg": 0.2413193779066205, "loss_cls": 0.19639334827661514, "loss_mask": 0.25497702322900295, "loss_rpn_cls": 0.04320487496443093, "loss_rpn_loc": 0.07912611134815961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921558394648516, "mask_rcnn/false_negative": 0.10413970204122507, "mask_rcnn/false_positive": 0.11909102810562032, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9709802360739559, "total_loss": 0.8154280569870025}
{"data_time": 0.014719547936692834, "eta_seconds": 212768.39702618308, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3470545299717162, "fast_rcnn/fg_cls_accuracy": 0.6337873571820585, "iteration": 55299, "loss_box_reg": 0.21087777521461248, "loss_cls": 0.16911031771451235, "loss_mask": 0.2413770779967308, "loss_rpn_cls": 0.038453000131994486, "loss_rpn_loc": 0.07969249365851283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916108099931155, "mask_rcnn/false_negative": 0.09132383192335544, "mask_rcnn/false_positive": 0.13359114355526125, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9679337381385267, "total_loss": 0.740692799387034}
{"data_time": 0.02002265863120556, "eta_seconds": 212756.33294136263, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.29292929292929293, "fast_rcnn/fg_cls_accuracy": 0.6874458874458874, "iteration": 55319, "loss_box_reg": 0.22516914270818233, "loss_cls": 0.19626928586512804, "loss_mask": 0.2454859372228384, "loss_rpn_cls": 0.03948838519863784, "loss_rpn_loc": 0.07280213036574423, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017694450229071, "mask_rcnn/false_negative": 0.08593636260130574, "mask_rcnn/false_positive": 0.10045441691436743, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.0099971785675734, "total_loss": 0.7854369905544445}
{"data_time": 0.015985415782779455, "eta_seconds": 212898.62941829022, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3888765138765139, "fast_rcnn/fg_cls_accuracy": 0.59241519350215, "iteration": 55339, "loss_box_reg": 0.22607944160699844, "loss_cls": 0.18775046151131392, "loss_mask": 0.24195017106831074, "loss_rpn_cls": 0.03561924980022013, "loss_rpn_loc": 0.08312435261905193, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908831561567954, "mask_rcnn/false_negative": 0.10041770051559637, "mask_rcnn/false_positive": 0.120316023881718, "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": 1.0179476346820593, "total_loss": 0.7856470791157335}
{"data_time": 0.015254582045599818, "eta_seconds": 212840.6640265882, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2629616043042309, "fast_rcnn/fg_cls_accuracy": 0.7091235759519168, "iteration": 55359, "loss_box_reg": 0.2128642750903964, "loss_cls": 0.18396885320544243, "loss_mask": 0.23852785117924213, "loss_rpn_cls": 0.03451339341700077, "loss_rpn_loc": 0.08466870291158557, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015959933037059, "mask_rcnn/false_negative": 0.0902966713024417, "mask_rcnn/false_positive": 0.10621124691833886, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9747216620016843, "total_loss": 0.762994373915717}
{"data_time": 0.0135233155451715, "eta_seconds": 212692.51258541364, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3389468769800247, "fast_rcnn/fg_cls_accuracy": 0.6409203171714546, "iteration": 55379, "loss_box_reg": 0.23392523266375065, "loss_cls": 0.18842776538804173, "loss_mask": 0.25556064024567604, "loss_rpn_cls": 0.043052873807027936, "loss_rpn_loc": 0.08842253754846752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973495171883581, "mask_rcnn/false_negative": 0.09165419410695336, "mask_rcnn/false_positive": 0.11955533628046786, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9590689656324685, "total_loss": 0.7943271286785603}
{"data_time": 0.01762175909243524, "eta_seconds": 212677.0497913938, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3074956316168157, "fast_rcnn/fg_cls_accuracy": 0.6607565011820331, "iteration": 55399, "loss_box_reg": 0.24039173033088446, "loss_cls": 0.1943217497318983, "loss_mask": 0.25898735597729683, "loss_rpn_cls": 0.03745667065959424, "loss_rpn_loc": 0.07914458960294724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946083458321517, "mask_rcnn/false_negative": 0.08668993264319635, "mask_rcnn/false_positive": 0.11557427769342513, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0269097855780274, "total_loss": 0.8203471205197275}
{"data_time": 0.013385253492742777, "eta_seconds": 212746.83419744018, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.32580474672568416, "fast_rcnn/fg_cls_accuracy": 0.6532528448973525, "iteration": 55419, "loss_box_reg": 0.24060647189617157, "loss_cls": 0.19336305931210518, "loss_mask": 0.24740987457334995, "loss_rpn_cls": 0.041925515281036496, "loss_rpn_loc": 0.08278034860268235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956140736372349, "mask_rcnn/false_negative": 0.08285150652777878, "mask_rcnn/false_positive": 0.11904041556389844, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 236.125, "rpn/num_pos_anchors": 19.875, "time": 1.0067943132016808, "total_loss": 0.8046211795881391}
{"data_time": 0.014676258899271488, "eta_seconds": 212867.7748247981, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.3716093553302856, "fast_rcnn/fg_cls_accuracy": 0.5695660647005327, "iteration": 55439, "loss_box_reg": 0.2564435489475727, "loss_cls": 0.21118389815092087, "loss_mask": 0.2594681866466999, "loss_rpn_cls": 0.04239259345922619, "loss_rpn_loc": 0.07951136794872582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782236144437918, "mask_rcnn/false_negative": 0.10881814049345798, "mask_rcnn/false_positive": 0.13447492959080676, "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": 1.0122658968903124, "total_loss": 0.8498880611732602}
{"data_time": 0.015887150540947914, "eta_seconds": 212777.01479042415, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3219868084922135, "fast_rcnn/fg_cls_accuracy": 0.6488319734431105, "iteration": 55459, "loss_box_reg": 0.21627816278487444, "loss_cls": 0.19460907205939293, "loss_mask": 0.2583185862749815, "loss_rpn_cls": 0.04039525054395199, "loss_rpn_loc": 0.07283628592267632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931657687201384, "mask_rcnn/false_negative": 0.08334470918682745, "mask_rcnn/false_positive": 0.13697832499172477, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9904611324891448, "total_loss": 0.7802857435890473}
{"data_time": 0.015383333899080753, "eta_seconds": 212919.9650488142, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.35005712109672504, "fast_rcnn/fg_cls_accuracy": 0.6148956975228161, "iteration": 55479, "loss_box_reg": 0.22435123100876808, "loss_cls": 0.1974856974557042, "loss_mask": 0.2563269976526499, "loss_rpn_cls": 0.034480752889066935, "loss_rpn_loc": 0.09144326788373291, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838394971770314, "mask_rcnn/false_negative": 0.0999966034595012, "mask_rcnn/false_positive": 0.11949231689840027, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.01370664476417, "total_loss": 0.8001132922363468}
{"data_time": 0.014661834109574556, "eta_seconds": 212966.3952270057, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3045916884626562, "fast_rcnn/fg_cls_accuracy": 0.6668424522083058, "iteration": 55499, "loss_box_reg": 0.2322886772453785, "loss_cls": 0.19687807466834784, "loss_mask": 0.2519481461495161, "loss_rpn_cls": 0.035465978318825364, "loss_rpn_loc": 0.06516100862063468, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923121992699519, "mask_rcnn/false_negative": 0.08909459497486517, "mask_rcnn/false_positive": 0.12047474366034516, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9899787604808807, "total_loss": 0.794924434623681}
{"data_time": 0.015750735066831112, "eta_seconds": 213148.8197687827, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.336314460872701, "fast_rcnn/fg_cls_accuracy": 0.6224895426466107, "iteration": 55519, "loss_box_reg": 0.23617815785109997, "loss_cls": 0.19323548208922148, "loss_mask": 0.23793653398752213, "loss_rpn_cls": 0.03295652917586267, "loss_rpn_loc": 0.07454865798354149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788054659080179, "mask_rcnn/false_negative": 0.10362550721657682, "mask_rcnn/false_positive": 0.13411382216557796, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0059176126960665, "total_loss": 0.7915669840294868}
{"data_time": 0.016358620952814817, "eta_seconds": 212965.3395335935, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.31011695906432746, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 55539, "loss_box_reg": 0.22448300942778587, "loss_cls": 0.18832234758883715, "loss_mask": 0.25248442217707634, "loss_rpn_cls": 0.03777161811012775, "loss_rpn_loc": 0.05908150225877762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962340281507339, "mask_rcnn/false_negative": 0.0905438357552507, "mask_rcnn/false_positive": 0.11120406060629612, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9858542499132454, "total_loss": 0.7560851935995743}
{"data_time": 0.013457073364406824, "eta_seconds": 212906.8242073618, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3800404119179709, "fast_rcnn/fg_cls_accuracy": 0.5925705975033329, "iteration": 55559, "loss_box_reg": 0.2327032145112753, "loss_cls": 0.19448511116206646, "loss_mask": 0.2599277887493372, "loss_rpn_cls": 0.041988101322203875, "loss_rpn_loc": 0.07223768555559218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906800977613785, "mask_rcnn/false_negative": 0.10170214251288659, "mask_rcnn/false_positive": 0.13027399905413467, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9931838850025088, "total_loss": 0.7716917062643915}
{"data_time": 0.015069548040628433, "eta_seconds": 212899.86499900464, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3047526716868828, "fast_rcnn/fg_cls_accuracy": 0.6473474543334629, "iteration": 55579, "loss_box_reg": 0.23073521442711353, "loss_cls": 0.19426780473440886, "loss_mask": 0.2481394298374653, "loss_rpn_cls": 0.03530559642240405, "loss_rpn_loc": 0.08032057213131338, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051802280220809, "mask_rcnn/false_negative": 0.08626169064491349, "mask_rcnn/false_positive": 0.10266955159200357, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0144486913923174, "total_loss": 0.8040958983765449}
{"data_time": 0.015270507195964456, "eta_seconds": 212880.00678941607, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.34050816527069394, "fast_rcnn/fg_cls_accuracy": 0.620994553686651, "iteration": 55599, "loss_box_reg": 0.24448062293231487, "loss_cls": 0.19151942990720272, "loss_mask": 0.2540299389511347, "loss_rpn_cls": 0.04001851216889918, "loss_rpn_loc": 0.06636078050360084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825835205612628, "mask_rcnn/false_negative": 0.10494478732805998, "mask_rcnn/false_positive": 0.127646586635029, "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": 1.0061169676482677, "total_loss": 0.8122432560194284}
{"data_time": 0.021315633319318295, "eta_seconds": 213049.440423497, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3367058823529412, "fast_rcnn/fg_cls_accuracy": 0.641793346552104, "iteration": 55619, "loss_box_reg": 0.23378013912588358, "loss_cls": 0.18998402543365955, "loss_mask": 0.2519136257469654, "loss_rpn_cls": 0.037866395665332675, "loss_rpn_loc": 0.0714484085328877, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065240484683081, "mask_rcnn/false_negative": 0.07499842120831812, "mask_rcnn/false_positive": 0.10737909211788739, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0041404666844755, "total_loss": 0.8086083905072883}
{"data_time": 0.02617489593103528, "eta_seconds": 213190.7127955649, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3046361896881626, "fast_rcnn/fg_cls_accuracy": 0.6803364879074658, "iteration": 55639, "loss_box_reg": 0.21825498342514038, "loss_cls": 0.1882708161137998, "loss_mask": 0.25787829980254173, "loss_rpn_cls": 0.03164891875348985, "loss_rpn_loc": 0.05862884735688567, "lr": 0.0001, "mask_rcnn/accuracy": 0.901326285358668, "mask_rcnn/false_negative": 0.09784813134553086, "mask_rcnn/false_positive": 0.10264309241872255, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0169180308002979, "total_loss": 0.7550572713371366}
{"data_time": 0.015697994269430637, "eta_seconds": 213224.48739663698, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3230790491984522, "fast_rcnn/fg_cls_accuracy": 0.6596215351812367, "iteration": 55659, "loss_box_reg": 0.22094111144542694, "loss_cls": 0.18899171240627766, "loss_mask": 0.2330186478793621, "loss_rpn_cls": 0.03844251064583659, "loss_rpn_loc": 0.07639892981387675, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003697461127308, "mask_rcnn/false_negative": 0.09372640683048361, "mask_rcnn/false_positive": 0.11042935371436977, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9970735930837691, "total_loss": 0.7667549321195111}
{"data_time": 0.027604163391515613, "eta_seconds": 213204.59148477763, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.35746155146188946, "fast_rcnn/fg_cls_accuracy": 0.6227409638554218, "iteration": 55679, "loss_box_reg": 0.21931319124996662, "loss_cls": 0.17848023492842913, "loss_mask": 0.25947263836860657, "loss_rpn_cls": 0.04029808100312948, "loss_rpn_loc": 0.07206229027360678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940729558295752, "mask_rcnn/false_negative": 0.09659314781231684, "mask_rcnn/false_positive": 0.12192216084318017, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0106480868998915, "total_loss": 0.7600081535056233}
{"data_time": 0.018303402233868837, "eta_seconds": 213207.79693955556, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3792781474942279, "fast_rcnn/fg_cls_accuracy": 0.6112720088994591, "iteration": 55699, "loss_box_reg": 0.23232870735228062, "loss_cls": 0.20227824617177248, "loss_mask": 0.25441055931150913, "loss_rpn_cls": 0.04242072859779, "loss_rpn_loc": 0.07044198154471815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886024510306636, "mask_rcnn/false_negative": 0.09246292077922558, "mask_rcnn/false_positive": 0.11265908619134618, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9983410008717328, "total_loss": 0.8281384684960358}
{"data_time": 0.01837442209944129, "eta_seconds": 213219.9520611111, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.40653749084099977, "fast_rcnn/fg_cls_accuracy": 0.5451389629503232, "iteration": 55719, "loss_box_reg": 0.23974741622805595, "loss_cls": 0.20089587662369013, "loss_mask": 0.2528586611151695, "loss_rpn_cls": 0.03946460346924141, "loss_rpn_loc": 0.0812260820530355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934371638265697, "mask_rcnn/false_negative": 0.0887938877401305, "mask_rcnn/false_positive": 0.12415069369346557, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.0567036289721727, "total_loss": 0.8139456515200436}
{"data_time": 0.01733279600739479, "eta_seconds": 213200.05100155715, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.32055699920912895, "fast_rcnn/fg_cls_accuracy": 0.6523627273754378, "iteration": 55739, "loss_box_reg": 0.21658095344901085, "loss_cls": 0.1983440611511469, "loss_mask": 0.24151446111500263, "loss_rpn_cls": 0.04424155689775944, "loss_rpn_loc": 0.08180936938151717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786291525940872, "mask_rcnn/false_negative": 0.1125946202293697, "mask_rcnn/false_positive": 0.12870487118939106, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.995290249818936, "total_loss": 0.7665737807401456}
{"data_time": 0.014199758879840374, "eta_seconds": 213433.50810468197, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.33454884667571233, "fast_rcnn/fg_cls_accuracy": 0.6285758671963426, "iteration": 55759, "loss_box_reg": 0.21141032222658396, "loss_cls": 0.185631912201643, "loss_mask": 0.2536484282463789, "loss_rpn_cls": 0.040004655020311475, "loss_rpn_loc": 0.06483359856065363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943739775465256, "mask_rcnn/false_negative": 0.0980070908518867, "mask_rcnn/false_positive": 0.12413866630377313, "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": 1.0020787003450096, "total_loss": 0.7756189076462761}
{"data_time": 0.013881846098229289, "eta_seconds": 213427.77259623632, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3133476806837183, "fast_rcnn/fg_cls_accuracy": 0.6584429824561404, "iteration": 55779, "loss_box_reg": 0.23533324524760246, "loss_cls": 0.20057827327400446, "loss_mask": 0.25022921338677406, "loss_rpn_cls": 0.039101649075746536, "loss_rpn_loc": 0.10121382772922516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843620495134424, "mask_rcnn/false_negative": 0.10657102604475646, "mask_rcnn/false_positive": 0.12753067857957961, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9808321460150182, "total_loss": 0.8283664493937977}
{"data_time": 0.015881047816947103, "eta_seconds": 213443.36627754383, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3401116427432217, "fast_rcnn/fg_cls_accuracy": 0.600851126274855, "iteration": 55799, "loss_box_reg": 0.24715770408511162, "loss_cls": 0.18793646059930325, "loss_mask": 0.24289137683808804, "loss_rpn_cls": 0.033429526374675333, "loss_rpn_loc": 0.07134086871519685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886432416685764, "mask_rcnn/false_negative": 0.10603575775192331, "mask_rcnn/false_positive": 0.11599651072856146, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.984324554214254, "total_loss": 0.7942925092065707}
{"data_time": 0.016842696582898498, "eta_seconds": 213387.92052404955, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29445785903185007, "fast_rcnn/fg_cls_accuracy": 0.6711150131694469, "iteration": 55819, "loss_box_reg": 0.22529376856982708, "loss_cls": 0.19752231054008007, "loss_mask": 0.25036589428782463, "loss_rpn_cls": 0.037104837130755186, "loss_rpn_loc": 0.08249215682735667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909785193970086, "mask_rcnn/false_negative": 0.09021088169602606, "mask_rcnn/false_positive": 0.11848426995016453, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9895869351457804, "total_loss": 0.7974832172039896}
{"data_time": 0.020407388918101788, "eta_seconds": 213422.97493938357, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.289319376275898, "fast_rcnn/fg_cls_accuracy": 0.6654977574531704, "iteration": 55839, "loss_box_reg": 0.2145736962556839, "loss_cls": 0.17290947260335088, "loss_mask": 0.23571772314608097, "loss_rpn_cls": 0.027400716906413436, "loss_rpn_loc": 0.06969243939965963, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030959125814344, "mask_rcnn/false_negative": 0.07562833071344743, "mask_rcnn/false_positive": 0.10465551931183618, "roi_head/num_bg_samples": 462.625, "roi_head/num_fg_samples": 49.375, "rpn/num_neg_anchors": 235.375, "rpn/num_pos_anchors": 20.625, "time": 0.9897823925130069, "total_loss": 0.7411648247507401}
{"data_time": 0.025545747485011816, "eta_seconds": 213441.94196026772, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.34457385449414557, "fast_rcnn/fg_cls_accuracy": 0.6487250371348408, "iteration": 55859, "loss_box_reg": 0.2308671548962593, "loss_cls": 0.1914468756876886, "loss_mask": 0.25382685847580433, "loss_rpn_cls": 0.03839437454007566, "loss_rpn_loc": 0.09815631667152047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796656162464986, "mask_rcnn/false_negative": 0.09925090157248838, "mask_rcnn/false_positive": 0.1501372036543337, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.01598389307037, "total_loss": 0.8332678872393444}
{"data_time": 0.014288109028711915, "eta_seconds": 213440.9184588492, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32378321614464434, "fast_rcnn/fg_cls_accuracy": 0.6616595135908441, "iteration": 55879, "loss_box_reg": 0.23065780382603407, "loss_cls": 0.1827009655535221, "loss_mask": 0.24691136553883553, "loss_rpn_cls": 0.04113816871540621, "loss_rpn_loc": 0.06918050674721599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963184251832759, "mask_rcnn/false_negative": 0.10479637993760807, "mask_rcnn/false_positive": 0.11935300865148023, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0071580419316888, "total_loss": 0.7853463690262288}
{"data_time": 0.017671792535111308, "eta_seconds": 213387.63841378968, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.36675700090334235, "fast_rcnn/fg_cls_accuracy": 0.5698325571080062, "iteration": 55899, "loss_box_reg": 0.2368572112172842, "loss_cls": 0.19440232031047344, "loss_mask": 0.24308252148330212, "loss_rpn_cls": 0.04029515851289034, "loss_rpn_loc": 0.08036473765969276, "lr": 0.0001, "mask_rcnn/accuracy": 0.891944628932291, "mask_rcnn/false_negative": 0.09940652937992606, "mask_rcnn/false_positive": 0.10954450968030591, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9775747894309461, "total_loss": 0.810163717251271}
{"data_time": 0.014000710798427463, "eta_seconds": 213367.70495854318, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.322998193859121, "fast_rcnn/fg_cls_accuracy": 0.6433384046946315, "iteration": 55919, "loss_box_reg": 0.22021996043622494, "loss_cls": 0.1971524264663458, "loss_mask": 0.23836513422429562, "loss_rpn_cls": 0.04281425732187927, "loss_rpn_loc": 0.08753616083413363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961483475216829, "mask_rcnn/false_negative": 0.10712097680559449, "mask_rcnn/false_positive": 0.09787498262037031, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9827642559539527, "total_loss": 0.814246691763401}
{"data_time": 0.014865639386698604, "eta_seconds": 213347.77150329668, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29955918718417374, "fast_rcnn/fg_cls_accuracy": 0.6547383775644645, "iteration": 55939, "loss_box_reg": 0.21701263822615147, "loss_cls": 0.18440530076622963, "loss_mask": 0.249521616846323, "loss_rpn_cls": 0.040900380816310644, "loss_rpn_loc": 0.06959656963590533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883213702701384, "mask_rcnn/false_negative": 0.09400945209670966, "mask_rcnn/false_positive": 0.11992876240704381, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0233292623888701, "total_loss": 0.7820330990944058}
{"data_time": 0.015765378018841147, "eta_seconds": 213516.31991781294, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.32336882049119847, "fast_rcnn/fg_cls_accuracy": 0.6314998401023345, "iteration": 55959, "loss_box_reg": 0.20439133141189814, "loss_cls": 0.17158026341348886, "loss_mask": 0.24884863570332527, "loss_rpn_cls": 0.040259210392832756, "loss_rpn_loc": 0.07221726281568408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999243426265413, "mask_rcnn/false_negative": 0.09470430330968141, "mask_rcnn/false_positive": 0.10219723765056714, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.003531280439347, "total_loss": 0.7671358163934201}
{"data_time": 0.023919316940009594, "eta_seconds": 213549.36693469528, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3177784577723378, "fast_rcnn/fg_cls_accuracy": 0.6317406742625253, "iteration": 55979, "loss_box_reg": 0.2415679283440113, "loss_cls": 0.20130482502281666, "loss_mask": 0.2536911480128765, "loss_rpn_cls": 0.04406251711770892, "loss_rpn_loc": 0.07781944400630891, "lr": 0.0001, "mask_rcnn/accuracy": 0.889725862142658, "mask_rcnn/false_negative": 0.11131810731416802, "mask_rcnn/false_positive": 0.1072788620659442, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9932317207567394, "total_loss": 0.8270897269248962}
{"data_time": 0.015327267348766327, "eta_seconds": 213592.75589557365, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31931061305848607, "fast_rcnn/fg_cls_accuracy": 0.6501296818646243, "iteration": 55999, "loss_box_reg": 0.22408610489219427, "loss_cls": 0.18931707832962275, "loss_mask": 0.2455681972205639, "loss_rpn_cls": 0.03732659644447267, "loss_rpn_loc": 0.07359762955456972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919437864431488, "mask_rcnn/false_negative": 0.0978809149735192, "mask_rcnn/false_positive": 0.1232983348694077, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9997886463534087, "total_loss": 0.7708189901895821}
{"data_time": 0.016085862647742033, "eta_seconds": 213710.35365292802, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.34963653084013924, "fast_rcnn/fg_cls_accuracy": 0.6231842423170983, "iteration": 56019, "loss_box_reg": 0.23599392548203468, "loss_cls": 0.19446993991732597, "loss_mask": 0.2391162682324648, "loss_rpn_cls": 0.03550273354630917, "loss_rpn_loc": 0.08084932004567236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945918537992537, "mask_rcnn/false_negative": 0.08448739030210853, "mask_rcnn/false_positive": 0.13667627624619666, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0141436578705907, "total_loss": 0.784468874335289}
{"data_time": 0.013435441302135587, "eta_seconds": 213690.37885587662, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.36318198804185353, "fast_rcnn/fg_cls_accuracy": 0.6122436094735264, "iteration": 56039, "loss_box_reg": 0.233644244261086, "loss_cls": 0.19317048974335194, "loss_mask": 0.25714718736708164, "loss_rpn_cls": 0.047810919815674424, "loss_rpn_loc": 0.0789607847109437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925757413638213, "mask_rcnn/false_negative": 0.08579118773030796, "mask_rcnn/false_positive": 0.12874281546797736, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9992102745454758, "total_loss": 0.8283659641165286}
{"data_time": 0.026006216648966074, "eta_seconds": 213718.43039300293, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3341503584576633, "fast_rcnn/fg_cls_accuracy": 0.6386012828773944, "iteration": 56059, "loss_box_reg": 0.2315494054928422, "loss_cls": 0.1825195704586804, "loss_mask": 0.24197174049913883, "loss_rpn_cls": 0.03622202784754336, "loss_rpn_loc": 0.08490601181983948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915817441487084, "mask_rcnn/false_negative": 0.09674913297515217, "mask_rcnn/false_positive": 0.13054116994735607, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 1.0339236536528915, "total_loss": 0.8059290638775565}
{"data_time": 0.014092460507526994, "eta_seconds": 213872.8779213503, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2984072531242342, "fast_rcnn/fg_cls_accuracy": 0.6447121784249273, "iteration": 56079, "loss_box_reg": 0.23083998076617718, "loss_cls": 0.19876728951931, "loss_mask": 0.24899308569729328, "loss_rpn_cls": 0.03833321901038289, "loss_rpn_loc": 0.08803910994902253, "lr": 0.0001, "mask_rcnn/accuracy": 0.898112741062508, "mask_rcnn/false_negative": 0.08267698568820953, "mask_rcnn/false_positive": 0.132892842291571, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0049901874735951, "total_loss": 0.784248264040798}
{"data_time": 0.016296702437102795, "eta_seconds": 213852.88232692983, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3601265964849274, "fast_rcnn/fg_cls_accuracy": 0.5700597524541187, "iteration": 56099, "loss_box_reg": 0.25406969524919987, "loss_cls": 0.20985537767410278, "loss_mask": 0.2559912595897913, "loss_rpn_cls": 0.03841228596866131, "loss_rpn_loc": 0.08930226322263479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904240546623956, "mask_rcnn/false_negative": 0.09771422996619131, "mask_rcnn/false_positive": 0.12220339145888318, "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": 0.9914262401871383, "total_loss": 0.8641780185280368}
{"data_time": 0.013441409915685654, "eta_seconds": 213658.492532745, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30311730926989333, "fast_rcnn/fg_cls_accuracy": 0.6731577873035313, "iteration": 56119, "loss_box_reg": 0.21538040414452553, "loss_cls": 0.1851441850885749, "loss_mask": 0.24501761607825756, "loss_rpn_cls": 0.03450581827200949, "loss_rpn_loc": 0.08231219567824155, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877198770712452, "mask_rcnn/false_negative": 0.08890421657602265, "mask_rcnn/false_positive": 0.13978993804597684, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9990462821442634, "total_loss": 0.7649973295629025}
{"data_time": 0.016684467205777764, "eta_seconds": 213631.97161961347, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.32383166932257956, "fast_rcnn/fg_cls_accuracy": 0.6149282560706402, "iteration": 56139, "loss_box_reg": 0.24721498880535364, "loss_cls": 0.20202941447496414, "loss_mask": 0.2528262697160244, "loss_rpn_cls": 0.039858104195445776, "loss_rpn_loc": 0.08408856252208352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960387227146724, "mask_rcnn/false_negative": 0.08929402080123178, "mask_rcnn/false_positive": 0.11566396067540433, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.001902153948322, "total_loss": 0.8443620559992269}
{"data_time": 0.020926332101225853, "eta_seconds": 213538.4606005624, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.28532555006735516, "fast_rcnn/fg_cls_accuracy": 0.6737588652482269, "iteration": 56159, "loss_box_reg": 0.2140821386128664, "loss_cls": 0.1685882182791829, "loss_mask": 0.254239097237587, "loss_rpn_cls": 0.03855982003733516, "loss_rpn_loc": 0.07220139680430293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831850950256646, "mask_rcnn/false_negative": 0.08900908216933137, "mask_rcnn/false_positive": 0.13667061504526118, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9744933668989688, "total_loss": 0.775747433071956}
{"data_time": 0.017529934411868453, "eta_seconds": 213381.34261494037, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3819666116308934, "fast_rcnn/fg_cls_accuracy": 0.5909314823107926, "iteration": 56179, "loss_box_reg": 0.23710013832896948, "loss_cls": 0.19935856526717544, "loss_mask": 0.25399715825915337, "loss_rpn_cls": 0.04272038582712412, "loss_rpn_loc": 0.09429078258108348, "lr": 0.0001, "mask_rcnn/accuracy": 0.887279031083289, "mask_rcnn/false_negative": 0.09341306776506729, "mask_rcnn/false_positive": 0.1294216829471242, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0040890029631555, "total_loss": 0.8420000668847933}
{"data_time": 0.01936884899623692, "eta_seconds": 213361.38364546932, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3764686468646865, "fast_rcnn/fg_cls_accuracy": 0.5929210921425792, "iteration": 56199, "loss_box_reg": 0.22798724472522736, "loss_cls": 0.19895244296640158, "loss_mask": 0.25391209311783314, "loss_rpn_cls": 0.03534895461052656, "loss_rpn_loc": 0.08499792870134115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935496644603788, "mask_rcnn/false_negative": 0.09596026529883186, "mask_rcnn/false_positive": 0.11562068340621623, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0125901189167053, "total_loss": 0.802790456218645}
{"data_time": 0.015935725532472134, "eta_seconds": 213101.9967687875, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31654456654456653, "fast_rcnn/fg_cls_accuracy": 0.6483839082732035, "iteration": 56219, "loss_box_reg": 0.23001032322645187, "loss_cls": 0.19441625848412514, "loss_mask": 0.2584349103271961, "loss_rpn_cls": 0.03871504543349147, "loss_rpn_loc": 0.07516045006923378, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821302053209948, "mask_rcnn/false_negative": 0.095347393546232, "mask_rcnn/false_positive": 0.14816561754566054, "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": 0.9639867229852825, "total_loss": 0.7928682874771766}
{"data_time": 0.02150541450828314, "eta_seconds": 213027.72582530975, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37087055367777244, "fast_rcnn/fg_cls_accuracy": 0.6017076124212384, "iteration": 56239, "loss_box_reg": 0.22442328743636608, "loss_cls": 0.18721439130604267, "loss_mask": 0.2446471769362688, "loss_rpn_cls": 0.038535041734576225, "loss_rpn_loc": 0.08282152423635125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863032332865579, "mask_rcnn/false_negative": 0.10280583842872523, "mask_rcnn/false_positive": 0.1218089441387326, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9685423756018281, "total_loss": 0.7705330220633186}
{"data_time": 0.016102128429338336, "eta_seconds": 213035.21681749728, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31227690438216754, "fast_rcnn/fg_cls_accuracy": 0.6767787524366472, "iteration": 56259, "loss_box_reg": 0.23252301663160324, "loss_cls": 0.19119329005479813, "loss_mask": 0.2480097860097885, "loss_rpn_cls": 0.03615552629344165, "loss_rpn_loc": 0.07657941686920822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928161682067932, "mask_rcnn/false_negative": 0.08737199228752199, "mask_rcnn/false_positive": 0.12628005815084625, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9957862196024507, "total_loss": 0.7914367362391204}
{"data_time": 0.01343635655939579, "eta_seconds": 212989.75270916708, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3203272570037095, "fast_rcnn/fg_cls_accuracy": 0.6400975243810954, "iteration": 56279, "loss_box_reg": 0.2334324400871992, "loss_cls": 0.19173330999910831, "loss_mask": 0.2493968978524208, "loss_rpn_cls": 0.04145714151673019, "loss_rpn_loc": 0.08590729744173586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921422899524748, "mask_rcnn/false_negative": 0.08688333694665208, "mask_rcnn/false_positive": 0.13752815450082295, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9749429079238325, "total_loss": 0.804491808405146}
{"data_time": 0.01922200759872794, "eta_seconds": 213057.296809298, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.377335441218741, "fast_rcnn/fg_cls_accuracy": 0.6077248459657343, "iteration": 56299, "loss_box_reg": 0.2215016670525074, "loss_cls": 0.18876016046851873, "loss_mask": 0.2544894963502884, "loss_rpn_cls": 0.03760797646827996, "loss_rpn_loc": 0.07308010384440422, "lr": 0.0001, "mask_rcnn/accuracy": 0.885552582995468, "mask_rcnn/false_negative": 0.08917214417885759, "mask_rcnn/false_positive": 0.14039619639346582, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9758710397873074, "total_loss": 0.7698157313279808}
{"data_time": 0.01598254544660449, "eta_seconds": 212949.88938281313, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3258064516129032, "fast_rcnn/fg_cls_accuracy": 0.6523570840036097, "iteration": 56319, "loss_box_reg": 0.24199929274618626, "loss_cls": 0.19931601360440254, "loss_mask": 0.259843485429883, "loss_rpn_cls": 0.041553613264113665, "loss_rpn_loc": 0.07885523978620768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885031114792723, "mask_rcnn/false_negative": 0.1031995648681493, "mask_rcnn/false_positive": 0.11181808121484102, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9925738095771521, "total_loss": 0.8206843356601894}
{"data_time": 0.014502160949632525, "eta_seconds": 212692.77654916048, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.37219142645971914, "fast_rcnn/fg_cls_accuracy": 0.6171572750210261, "iteration": 56339, "loss_box_reg": 0.2196111772209406, "loss_cls": 0.20065708365291357, "loss_mask": 0.23602474108338356, "loss_rpn_cls": 0.04018968378659338, "loss_rpn_loc": 0.07342360517941415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947612637072567, "mask_rcnn/false_negative": 0.0858277252215683, "mask_rcnn/false_positive": 0.12095716895352493, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9641332319006324, "total_loss": 0.7952094236388803}
{"data_time": 0.01882323552854359, "eta_seconds": 212635.16647856683, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.36259038150508993, "fast_rcnn/fg_cls_accuracy": 0.6099391411378556, "iteration": 56359, "loss_box_reg": 0.22829928994178772, "loss_cls": 0.18432120606303215, "loss_mask": 0.2441350817680359, "loss_rpn_cls": 0.03858305048197508, "loss_rpn_loc": 0.06770727201364934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916759602018987, "mask_rcnn/false_negative": 0.0862543075918702, "mask_rcnn/false_positive": 0.12335800685410765, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.976908738957718, "total_loss": 0.7691949523286894}
{"data_time": 0.015743000898510218, "eta_seconds": 212582.78195206542, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3102423954372624, "fast_rcnn/fg_cls_accuracy": 0.6486913259788016, "iteration": 56379, "loss_box_reg": 0.21091552264988422, "loss_cls": 0.17693040147423744, "loss_mask": 0.25582258962094784, "loss_rpn_cls": 0.04338867461774498, "loss_rpn_loc": 0.08111000573262572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935322401987111, "mask_rcnn/false_negative": 0.09367457322498113, "mask_rcnn/false_positive": 0.12407271923578422, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9781668605282903, "total_loss": 0.7590548358857632}
{"data_time": 0.017869825242087245, "eta_seconds": 212533.07723253965, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3669467787114846, "fast_rcnn/fg_cls_accuracy": 0.5932721322623147, "iteration": 56399, "loss_box_reg": 0.23503495194017887, "loss_cls": 0.1919681653380394, "loss_mask": 0.2546779662370682, "loss_rpn_cls": 0.03886380326002836, "loss_rpn_loc": 0.08150740712881088, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894883591079352, "mask_rcnn/false_negative": 0.08986348122009055, "mask_rcnn/false_positive": 0.11536791305554202, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9926472080405802, "total_loss": 0.7950327852740884}
{"data_time": 0.020972229773178697, "eta_seconds": 212527.3714831099, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3427634670425904, "fast_rcnn/fg_cls_accuracy": 0.5687339522022516, "iteration": 56419, "loss_box_reg": 0.21971606090664864, "loss_cls": 0.1852546250447631, "loss_mask": 0.24559968896210194, "loss_rpn_cls": 0.044578518718481064, "loss_rpn_loc": 0.08113636123016477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8775047857417899, "mask_rcnn/false_negative": 0.11450199830970827, "mask_rcnn/false_positive": 0.12603398503709046, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.009324018843472, "total_loss": 0.7863763688364998}
{"data_time": 0.015291212359443307, "eta_seconds": 212461.07417513616, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31720283533260635, "fast_rcnn/fg_cls_accuracy": 0.6146695319349114, "iteration": 56439, "loss_box_reg": 0.20662769675254822, "loss_cls": 0.1814205525442958, "loss_mask": 0.25550148636102676, "loss_rpn_cls": 0.028121236129663885, "loss_rpn_loc": 0.07078859372995794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892200421148423, "mask_rcnn/false_negative": 0.10213070937428344, "mask_rcnn/false_positive": 0.1333046640215716, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.967741287080571, "total_loss": 0.7489892635494471}
{"data_time": 0.02838977728970349, "eta_seconds": 212465.51407371182, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3629740518962076, "fast_rcnn/fg_cls_accuracy": 0.6101511263187911, "iteration": 56459, "loss_box_reg": 0.23288146033883095, "loss_cls": 0.1949778813868761, "loss_mask": 0.25892673432826996, "loss_rpn_cls": 0.03874627675395459, "loss_rpn_loc": 0.06499115913175046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8755610577564359, "mask_rcnn/false_negative": 0.10687355511554053, "mask_rcnn/false_positive": 0.13461542457398457, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0227768474724144, "total_loss": 0.7946460656821728}
{"data_time": 0.017064213985577226, "eta_seconds": 212391.64280565456, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33095238095238094, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 56479, "loss_box_reg": 0.2252043504267931, "loss_cls": 0.20400756038725376, "loss_mask": 0.24537313356995583, "loss_rpn_cls": 0.03595294011756778, "loss_rpn_loc": 0.08932879869826138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990298036931064, "mask_rcnn/false_negative": 0.09325506456660308, "mask_rcnn/false_positive": 0.10370988983937621, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9765954746399075, "total_loss": 0.8022706306073815}
{"data_time": 0.019659186014905572, "eta_seconds": 212371.7484966619, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35343688037012555, "fast_rcnn/fg_cls_accuracy": 0.6131144238517325, "iteration": 56499, "loss_box_reg": 0.22367618046700954, "loss_cls": 0.19455770356580615, "loss_mask": 0.2518453113734722, "loss_rpn_cls": 0.036751935724169016, "loss_rpn_loc": 0.06127211777493358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787002646362412, "mask_rcnn/false_negative": 0.11298055487501998, "mask_rcnn/false_positive": 0.1252124702518349, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 235.875, "rpn/num_pos_anchors": 20.125, "time": 0.9694702979177237, "total_loss": 0.7960567066329531}
{"data_time": 0.013915123185142875, "eta_seconds": 212287.5828478206, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.32423334759663386, "fast_rcnn/fg_cls_accuracy": 0.6314342983489347, "iteration": 56519, "loss_box_reg": 0.22798103839159012, "loss_cls": 0.19281003065407276, "loss_mask": 0.26524132303893566, "loss_rpn_cls": 0.03825753298588097, "loss_rpn_loc": 0.0797726595774293, "lr": 0.0001, "mask_rcnn/accuracy": 0.899750492302184, "mask_rcnn/false_negative": 0.08591349205835194, "mask_rcnn/false_positive": 0.1279236618641943, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9815763144288212, "total_loss": 0.8212799918837845}
{"data_time": 0.018250968074426055, "eta_seconds": 212287.37562258728, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3297008547008547, "fast_rcnn/fg_cls_accuracy": 0.6435897435897436, "iteration": 56539, "loss_box_reg": 0.2113955207169056, "loss_cls": 0.1702745482325554, "loss_mask": 0.24833056516945362, "loss_rpn_cls": 0.0371257234364748, "loss_rpn_loc": 0.08826040476560593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915719346004637, "mask_rcnn/false_negative": 0.09146012287630281, "mask_rcnn/false_positive": 0.11666569776708494, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9890473266132176, "total_loss": 0.7829819626640528}
{"data_time": 0.015768932178616524, "eta_seconds": 212247.8062724322, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29991590115150735, "fast_rcnn/fg_cls_accuracy": 0.6651091382417729, "iteration": 56559, "loss_box_reg": 0.21899878233671188, "loss_cls": 0.17489297967404127, "loss_mask": 0.26425622403621674, "loss_rpn_cls": 0.04451348027214408, "loss_rpn_loc": 0.09001729870215058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8760738205689161, "mask_rcnn/false_negative": 0.09457780254269971, "mask_rcnn/false_positive": 0.14155209128880392, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9915896910242736, "total_loss": 0.78970893076621}
{"data_time": 0.01790469139814377, "eta_seconds": 212220.6062443368, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3077897938492734, "fast_rcnn/fg_cls_accuracy": 0.6596320346320346, "iteration": 56579, "loss_box_reg": 0.2438202342018485, "loss_cls": 0.19196863751858473, "loss_mask": 0.24675998464226723, "loss_rpn_cls": 0.038747749058529735, "loss_rpn_loc": 0.07171827566344291, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900495019436345, "mask_rcnn/false_negative": 0.10244741024380008, "mask_rcnn/false_positive": 0.10856856340507715, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.009085568599403, "total_loss": 0.791833883151412}
{"data_time": 0.01556339836679399, "eta_seconds": 212208.02969704382, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.30679012345679013, "fast_rcnn/fg_cls_accuracy": 0.6453193646502197, "iteration": 56599, "loss_box_reg": 0.23420637659728527, "loss_cls": 0.1894777175039053, "loss_mask": 0.26932546868920326, "loss_rpn_cls": 0.03562211059033871, "loss_rpn_loc": 0.07091580401174724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811865132300798, "mask_rcnn/false_negative": 0.08463759481066196, "mask_rcnn/false_positive": 0.13550709851548665, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0200859184842557, "total_loss": 0.7879546752665192}
{"data_time": 0.012615453219041228, "eta_seconds": 212270.2289477922, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3449708186550292, "fast_rcnn/fg_cls_accuracy": 0.6347260122427907, "iteration": 56619, "loss_box_reg": 0.21584374830126762, "loss_cls": 0.1834325361996889, "loss_mask": 0.24773703888058662, "loss_rpn_cls": 0.03291371278464794, "loss_rpn_loc": 0.07688294549006969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867309937900889, "mask_rcnn/false_negative": 0.09840459577220292, "mask_rcnn/false_positive": 0.1304385558057762, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0186000901740044, "total_loss": 0.7557556714164093}
{"data_time": 0.020261979661881924, "eta_seconds": 212168.25312165543, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.32925447065737556, "fast_rcnn/fg_cls_accuracy": 0.6383426966292135, "iteration": 56639, "loss_box_reg": 0.23014117777347565, "loss_cls": 0.19546378962695599, "loss_mask": 0.25270974077284336, "loss_rpn_cls": 0.041780643980018795, "loss_rpn_loc": 0.08756427420303226, "lr": 0.0001, "mask_rcnn/accuracy": 0.884980930807789, "mask_rcnn/false_negative": 0.10088648174317853, "mask_rcnn/false_positive": 0.1303765505240711, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.993778235046193, "total_loss": 0.8038632299285382}
{"data_time": 0.014503090409561992, "eta_seconds": 212200.8247695025, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3336593101625479, "fast_rcnn/fg_cls_accuracy": 0.606049228201919, "iteration": 56659, "loss_box_reg": 0.2300552185624838, "loss_cls": 0.18991188239306211, "loss_mask": 0.25323637016117573, "loss_rpn_cls": 0.037926878314465284, "loss_rpn_loc": 0.08724402904044837, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937277837848338, "mask_rcnn/false_negative": 0.09044009591536022, "mask_rcnn/false_positive": 0.12843333275570398, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0276991100981832, "total_loss": 0.7988756390986964}
{"data_time": 0.018591746920719743, "eta_seconds": 212148.14470069483, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31175328554360815, "fast_rcnn/fg_cls_accuracy": 0.6491225447696494, "iteration": 56679, "loss_box_reg": 0.2232374120503664, "loss_cls": 0.19587732572108507, "loss_mask": 0.24700596369802952, "loss_rpn_cls": 0.033154891803860664, "loss_rpn_loc": 0.07674112543463707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962094394554072, "mask_rcnn/false_negative": 0.0950080456889341, "mask_rcnn/false_positive": 0.1064715816316619, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9893019800074399, "total_loss": 0.7881912736338563}
{"data_time": 0.01763947238214314, "eta_seconds": 212128.2545689959, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3370058491327148, "fast_rcnn/fg_cls_accuracy": 0.6379603743770512, "iteration": 56699, "loss_box_reg": 0.23173834569752216, "loss_cls": 0.18923701159656048, "loss_mask": 0.25713758915662766, "loss_rpn_cls": 0.04152326507028192, "loss_rpn_loc": 0.08422066213097423, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824480514811619, "mask_rcnn/false_negative": 0.0914112198293843, "mask_rcnn/false_positive": 0.1254469712594595, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9917229714337736, "total_loss": 0.8061249906895682}
{"data_time": 0.01433048746548593, "eta_seconds": 211990.00237237662, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.32695578231292516, "fast_rcnn/fg_cls_accuracy": 0.6283566058002148, "iteration": 56719, "loss_box_reg": 0.20251016784459352, "loss_cls": 0.17766727972775698, "loss_mask": 0.23741826973855495, "loss_rpn_cls": 0.03311924613080919, "loss_rpn_loc": 0.06446262332610786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872766719024023, "mask_rcnn/false_negative": 0.09256994577595487, "mask_rcnn/false_positive": 0.1264901825133481, "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": 0.990716167492792, "total_loss": 0.7192931876634248}
{"data_time": 0.014772982569411397, "eta_seconds": 211970.1233398961, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3676184295911745, "fast_rcnn/fg_cls_accuracy": 0.6044629554381687, "iteration": 56739, "loss_box_reg": 0.20328951813280582, "loss_cls": 0.1736634373664856, "loss_mask": 0.25479681231081486, "loss_rpn_cls": 0.03247446706518531, "loss_rpn_loc": 0.06398021406494081, "lr": 0.0001, "mask_rcnn/accuracy": 0.882213376378409, "mask_rcnn/false_negative": 0.10538159209511325, "mask_rcnn/false_positive": 0.12345910079796173, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0065636453218758, "total_loss": 0.70315070473589}
{"data_time": 0.015001694904640317, "eta_seconds": 211844.02634597383, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.307243816254417, "fast_rcnn/fg_cls_accuracy": 0.6372447213568708, "iteration": 56759, "loss_box_reg": 0.2278345301747322, "loss_cls": 0.1928645819425583, "loss_mask": 0.2545270789414644, "loss_rpn_cls": 0.033023307914845645, "loss_rpn_loc": 0.07670469209551811, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000407368400135, "mask_rcnn/false_negative": 0.09043634502351855, "mask_rcnn/false_positive": 0.11483499736682903, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9904075444210321, "total_loss": 0.7989289134275168}
{"data_time": 0.01373607525601983, "eta_seconds": 211906.60369834397, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.306894086305851, "fast_rcnn/fg_cls_accuracy": 0.6497367851133656, "iteration": 56779, "loss_box_reg": 0.23891539685428143, "loss_cls": 0.1856123236939311, "loss_mask": 0.25509148836135864, "loss_rpn_cls": 0.035815508803352714, "loss_rpn_loc": 0.07660866505466402, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071912118042977, "mask_rcnn/false_negative": 0.09424317498913848, "mask_rcnn/false_positive": 0.09615204756333379, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9893385774921626, "total_loss": 0.7937495926162228}
{"data_time": 0.014515402959659696, "eta_seconds": 211886.7268946953, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.33375209380234505, "fast_rcnn/fg_cls_accuracy": 0.6292761434239089, "iteration": 56799, "loss_box_reg": 0.22175209037959576, "loss_cls": 0.187956677749753, "loss_mask": 0.25109410751610994, "loss_rpn_cls": 0.03406606870703399, "loss_rpn_loc": 0.07375850633252412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830506253937396, "mask_rcnn/false_negative": 0.10319763446373537, "mask_rcnn/false_positive": 0.12690343697843498, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9835735536180437, "total_loss": 0.7814952352782711}
{"data_time": 0.016117015155032277, "eta_seconds": 211959.91828851867, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3645238095238095, "fast_rcnn/fg_cls_accuracy": 0.6083333333333334, "iteration": 56819, "loss_box_reg": 0.22677353024482727, "loss_cls": 0.19382438249886036, "loss_mask": 0.2432791069149971, "loss_rpn_cls": 0.035942847025580704, "loss_rpn_loc": 0.08379529532976449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887378188071327, "mask_rcnn/false_negative": 0.10892074105800467, "mask_rcnn/false_positive": 0.1120233462362822, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0103092931676656, "total_loss": 0.7825112784048542}
{"data_time": 0.01721553271636367, "eta_seconds": 211963.3256858308, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3406903002098732, "fast_rcnn/fg_cls_accuracy": 0.6233631620771862, "iteration": 56839, "loss_box_reg": 0.2272211741656065, "loss_cls": 0.19207819923758507, "loss_mask": 0.2524655219167471, "loss_rpn_cls": 0.045466397888958454, "loss_rpn_loc": 0.09624361782334745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889442776918386, "mask_rcnn/false_negative": 0.09309573162926063, "mask_rcnn/false_positive": 0.13065801630577326, "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": 1.0180212329141796, "total_loss": 0.7988826262298971}
{"data_time": 0.01697980402968824, "eta_seconds": 211744.68099503312, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3356892867098213, "fast_rcnn/fg_cls_accuracy": 0.6506801628106256, "iteration": 56859, "loss_box_reg": 0.237513261847198, "loss_cls": 0.20131249073892832, "loss_mask": 0.2453729473054409, "loss_rpn_cls": 0.040027235983870924, "loss_rpn_loc": 0.07195002806838602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837943771258503, "mask_rcnn/false_negative": 0.09576076837687195, "mask_rcnn/false_positive": 0.13227615245370353, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9727062415331602, "total_loss": 0.7995794053422287}
{"data_time": 0.015317464480176568, "eta_seconds": 211812.85020947456, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2718124642652945, "fast_rcnn/fg_cls_accuracy": 0.6961937433635548, "iteration": 56879, "loss_box_reg": 0.2297574896365404, "loss_cls": 0.18706097546964884, "loss_mask": 0.2448333464562893, "loss_rpn_cls": 0.04098874650662765, "loss_rpn_loc": 0.0912979964632541, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928836169560992, "mask_rcnn/false_negative": 0.09424350309667112, "mask_rcnn/false_positive": 0.12603682921387727, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0207725714426488, "total_loss": 0.8409803491085768}
{"data_time": 0.026118028908967972, "eta_seconds": 211929.3532520067, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.31996062858500496, "fast_rcnn/fg_cls_accuracy": 0.6670261701187661, "iteration": 56899, "loss_box_reg": 0.22179388254880905, "loss_cls": 0.182155042886734, "loss_mask": 0.24485124461352825, "loss_rpn_cls": 0.032981389842461795, "loss_rpn_loc": 0.06223225162830204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912773482652661, "mask_rcnn/false_negative": 0.09770722585062633, "mask_rcnn/false_positive": 0.12671612286207617, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9986636640969664, "total_loss": 0.7142173451720737}
{"data_time": 0.021445106714963913, "eta_seconds": 212057.67937294208, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.35438998957247136, "fast_rcnn/fg_cls_accuracy": 0.5921947337962963, "iteration": 56919, "loss_box_reg": 0.2422219906002283, "loss_cls": 0.20714171044528484, "loss_mask": 0.25598809123039246, "loss_rpn_cls": 0.03350062482059002, "loss_rpn_loc": 0.08132377895526588, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807847036326866, "mask_rcnn/false_negative": 0.09584993638094497, "mask_rcnn/false_positive": 0.14565065907268526, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.030581244500354, "total_loss": 0.8363905344158411}
{"data_time": 0.013738426612690091, "eta_seconds": 212076.931739836, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3203978487656321, "fast_rcnn/fg_cls_accuracy": 0.6448781454329304, "iteration": 56939, "loss_box_reg": 0.23093017656356096, "loss_cls": 0.2030762005597353, "loss_mask": 0.2461891621351242, "loss_rpn_cls": 0.04192895093001425, "loss_rpn_loc": 0.0709423809312284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949401680962239, "mask_rcnn/false_negative": 0.08833057371856137, "mask_rcnn/false_positive": 0.12219872177501648, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.035686765331775, "total_loss": 0.8101091323187575}
{"data_time": 0.015264302724972367, "eta_seconds": 212005.5981044285, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.27183040956481513, "fast_rcnn/fg_cls_accuracy": 0.6582723912872532, "iteration": 56959, "loss_box_reg": 0.23069816175848246, "loss_cls": 0.1823229631409049, "loss_mask": 0.24900519102811813, "loss_rpn_cls": 0.03700138907879591, "loss_rpn_loc": 0.07262375392019749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959278563938392, "mask_rcnn/false_negative": 0.09184574478904695, "mask_rcnn/false_positive": 0.10226775344796152, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9839126691222191, "total_loss": 0.782140632160008}
{"data_time": 0.014213292161002755, "eta_seconds": 211985.69521313068, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2856631679389313, "fast_rcnn/fg_cls_accuracy": 0.6814468034351144, "iteration": 56979, "loss_box_reg": 0.22349567525088787, "loss_cls": 0.17870154604315758, "loss_mask": 0.24140067026019096, "loss_rpn_cls": 0.03833937342278659, "loss_rpn_loc": 0.08437766612041742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992745801150649, "mask_rcnn/false_negative": 0.0835737844035313, "mask_rcnn/false_positive": 0.11801365115508416, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9988704929128289, "total_loss": 0.7585982549935579}
{"data_time": 0.018935674335807562, "eta_seconds": 211999.32021531276, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.33007141688927655, "fast_rcnn/fg_cls_accuracy": 0.6338276531492666, "iteration": 56999, "loss_box_reg": 0.2503808680921793, "loss_cls": 0.19979945570230484, "loss_mask": 0.2527488861232996, "loss_rpn_cls": 0.043290442670695484, "loss_rpn_loc": 0.08203115360811353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931881795772991, "mask_rcnn/false_negative": 0.10731302632894003, "mask_rcnn/false_positive": 0.11213708782529413, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0264267791062593, "total_loss": 0.8226972847478464}
{"data_time": 0.017298660008236766, "eta_seconds": 211958.15915547777, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3438198553583169, "fast_rcnn/fg_cls_accuracy": 0.6078144078144079, "iteration": 57019, "loss_box_reg": 0.2210092395544052, "loss_cls": 0.19513674825429916, "loss_mask": 0.2597485911101103, "loss_rpn_cls": 0.05057868477888405, "loss_rpn_loc": 0.08039156557060778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830947656840513, "mask_rcnn/false_negative": 0.09230887734797996, "mask_rcnn/false_positive": 0.1323082376825468, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.010169121203944, "total_loss": 0.7953342800028622}
{"data_time": 0.019886681577190757, "eta_seconds": 211959.5081363991, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.33991379310344827, "fast_rcnn/fg_cls_accuracy": 0.6301764256114483, "iteration": 57039, "loss_box_reg": 0.2237784108147025, "loss_cls": 0.19234273862093687, "loss_mask": 0.26250966265797615, "loss_rpn_cls": 0.03396101365797222, "loss_rpn_loc": 0.060512116411700845, "lr": 0.0001, "mask_rcnn/accuracy": 0.896157174352077, "mask_rcnn/false_negative": 0.09876791428493278, "mask_rcnn/false_positive": 0.11566023145606474, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0129195428453386, "total_loss": 0.7805968255270272}
{"data_time": 0.01617589988745749, "eta_seconds": 211858.06935299188, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3212111239098239, "fast_rcnn/fg_cls_accuracy": 0.6451579726838901, "iteration": 57059, "loss_box_reg": 0.2458594711497426, "loss_cls": 0.19352328032255173, "loss_mask": 0.261063527315855, "loss_rpn_cls": 0.05152414704207331, "loss_rpn_loc": 0.08943848218768835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890510289479807, "mask_rcnn/false_negative": 0.0932587137849282, "mask_rcnn/false_positive": 0.1170994863324896, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.986934291664511, "total_loss": 0.8653370632091537}
{"data_time": 0.01397700048983097, "eta_seconds": 211838.17097134888, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3640122814836825, "fast_rcnn/fg_cls_accuracy": 0.591268673191552, "iteration": 57079, "loss_box_reg": 0.2338300533592701, "loss_cls": 0.19803780317306519, "loss_mask": 0.25008329935371876, "loss_rpn_cls": 0.04337665997445583, "loss_rpn_loc": 0.07724082842469215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929702766668126, "mask_rcnn/false_negative": 0.09529231806259224, "mask_rcnn/false_positive": 0.12341111796279783, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0067245615646243, "total_loss": 0.816216473467648}
{"data_time": 0.01741370395757258, "eta_seconds": 211850.72286147624, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3190921127862538, "fast_rcnn/fg_cls_accuracy": 0.6547952213294814, "iteration": 57099, "loss_box_reg": 0.2184487534686923, "loss_cls": 0.18154036486521363, "loss_mask": 0.25014207512140274, "loss_rpn_cls": 0.035351577564142644, "loss_rpn_loc": 0.06986739346757531, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912146738928552, "mask_rcnn/false_negative": 0.09463542691733293, "mask_rcnn/false_positive": 0.12293691079399083, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 1.0019524339586496, "total_loss": 0.7590403518406674}
{"data_time": 0.02868826175108552, "eta_seconds": 211816.5574706532, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.38541854286743515, "fast_rcnn/fg_cls_accuracy": 0.5938770676246496, "iteration": 57119, "loss_box_reg": 0.22449169121682644, "loss_cls": 0.18644127994775772, "loss_mask": 0.25646739825606346, "loss_rpn_cls": 0.03596634406130761, "loss_rpn_loc": 0.06651071610394865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840773630730677, "mask_rcnn/false_negative": 0.10886132604169671, "mask_rcnn/false_positive": 0.12262298239271925, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9895471257623285, "total_loss": 0.7793118155095726}
{"data_time": 0.015775998821482062, "eta_seconds": 211723.38783367537, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3474942217712385, "fast_rcnn/fg_cls_accuracy": 0.6442809628502171, "iteration": 57139, "loss_box_reg": 0.222415491938591, "loss_cls": 0.1896766941063106, "loss_mask": 0.24813671968877316, "loss_rpn_cls": 0.04340984870214015, "loss_rpn_loc": 0.06891762698069215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924151980891613, "mask_rcnn/false_negative": 0.10925898712840404, "mask_rcnn/false_positive": 0.11398210814546784, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9815996189136058, "total_loss": 0.7942324792966247}
{"data_time": 0.015830043936148286, "eta_seconds": 211738.7044300884, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3072991452991453, "fast_rcnn/fg_cls_accuracy": 0.6574178375921425, "iteration": 57159, "loss_box_reg": 0.22532108053565025, "loss_cls": 0.17796517070382833, "loss_mask": 0.2483161836862564, "loss_rpn_cls": 0.04032395896501839, "loss_rpn_loc": 0.08134457876440138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978878430596452, "mask_rcnn/false_negative": 0.09022443157001794, "mask_rcnn/false_positive": 0.11821395428254736, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9862444624304771, "total_loss": 0.7875214640516788}
{"data_time": 0.017350700218230486, "eta_seconds": 211738.6790631339, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.36844649763644177, "fast_rcnn/fg_cls_accuracy": 0.6147816668566868, "iteration": 57179, "loss_box_reg": 0.21228387486189604, "loss_cls": 0.18862078431993723, "loss_mask": 0.24843648821115494, "loss_rpn_cls": 0.04160664603114128, "loss_rpn_loc": 0.08552383561618626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821895770701174, "mask_rcnn/false_negative": 0.10337893721157121, "mask_rcnn/false_positive": 0.13729379499539648, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0162278639618307, "total_loss": 0.7923980216728523}
{"data_time": 0.016092043602839112, "eta_seconds": 211698.91140162945, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3075276301358306, "fast_rcnn/fg_cls_accuracy": 0.6857793023047261, "iteration": 57199, "loss_box_reg": 0.22879052348434925, "loss_cls": 0.18125527165830135, "loss_mask": 0.25233238004148006, "loss_rpn_cls": 0.0400866933632642, "loss_rpn_loc": 0.08575161802582443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890627900594176, "mask_rcnn/false_negative": 0.10038354821704204, "mask_rcnn/false_positive": 0.10521858385703131, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.009959833463654, "total_loss": 0.8057469963096082}
{"data_time": 0.01625424693338573, "eta_seconds": 211787.4033676507, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.29197410830824966, "fast_rcnn/fg_cls_accuracy": 0.6597549981439254, "iteration": 57219, "loss_box_reg": 0.23520632833242416, "loss_cls": 0.19885278306901455, "loss_mask": 0.24864153191447258, "loss_rpn_cls": 0.0348072653869167, "loss_rpn_loc": 0.06179203512147069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905582779930915, "mask_rcnn/false_negative": 0.09346790357370857, "mask_rcnn/false_positive": 0.11361264431145167, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0043025184422731, "total_loss": 0.7907010520575568}
{"data_time": 0.023573692655190825, "eta_seconds": 211962.80256936327, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.37374157583825607, "fast_rcnn/fg_cls_accuracy": 0.5857439857439858, "iteration": 57239, "loss_box_reg": 0.22200997360050678, "loss_cls": 0.19924981193616986, "loss_mask": 0.23439997341483831, "loss_rpn_cls": 0.0441547044320032, "loss_rpn_loc": 0.0770778355654329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878574880807023, "mask_rcnn/false_negative": 0.09805336384457033, "mask_rcnn/false_positive": 0.11974328631477238, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9945019073784351, "total_loss": 0.7776973553700373}
{"data_time": 0.025071661919355392, "eta_seconds": 211960.70877256803, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3348345975558365, "fast_rcnn/fg_cls_accuracy": 0.6448467508550382, "iteration": 57259, "loss_box_reg": 0.23231742810457945, "loss_cls": 0.1972522707656026, "loss_mask": 0.24483837559819221, "loss_rpn_cls": 0.04131324333138764, "loss_rpn_loc": 0.0885600745677948, "lr": 0.0001, "mask_rcnn/accuracy": 0.896203617988907, "mask_rcnn/false_negative": 0.07955247472634433, "mask_rcnn/false_positive": 0.12855251211549135, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0007324039470404, "total_loss": 0.8414978886721656}
{"data_time": 0.024373882450163364, "eta_seconds": 212045.0100814551, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.343920726155247, "fast_rcnn/fg_cls_accuracy": 0.6199946674423114, "iteration": 57279, "loss_box_reg": 0.23050611279904842, "loss_cls": 0.19164169672876596, "loss_mask": 0.24490761943161488, "loss_rpn_cls": 0.036672739777714014, "loss_rpn_loc": 0.07195314043201506, "lr": 0.0001, "mask_rcnn/accuracy": 0.885516522707164, "mask_rcnn/false_negative": 0.09599424480792662, "mask_rcnn/false_positive": 0.13440950781472216, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0122617839369923, "total_loss": 0.7546984503278509}
{"data_time": 0.023045562906190753, "eta_seconds": 212025.0735442154, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3777787078892051, "fast_rcnn/fg_cls_accuracy": 0.6024757377698554, "iteration": 57299, "loss_box_reg": 0.22147720400243998, "loss_cls": 0.19594027427956462, "loss_mask": 0.2471200618892908, "loss_rpn_cls": 0.0358349698362872, "loss_rpn_loc": 0.07740585529245436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938929924718333, "mask_rcnn/false_negative": 0.09451418770680989, "mask_rcnn/false_positive": 0.12133133993259725, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9763969124760479, "total_loss": 0.8029960396233946}
{"data_time": 0.014131743460893631, "eta_seconds": 212133.12756760046, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3208578320518619, "fast_rcnn/fg_cls_accuracy": 0.6576479076479076, "iteration": 57319, "loss_box_reg": 0.24511033482849598, "loss_cls": 0.21585717797279358, "loss_mask": 0.25934600457549095, "loss_rpn_cls": 0.04544049920514226, "loss_rpn_loc": 0.08490363904275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945040646944764, "mask_rcnn/false_negative": 0.08607581726138794, "mask_rcnn/false_positive": 0.11839742575721815, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0010637645609677, "total_loss": 0.8388671510620043}
{"data_time": 0.014756351476535201, "eta_seconds": 212317.36420376692, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37159970906601636, "fast_rcnn/fg_cls_accuracy": 0.5996265172735761, "iteration": 57339, "loss_box_reg": 0.24444043450057507, "loss_cls": 0.2219261061400175, "loss_mask": 0.2589976228773594, "loss_rpn_cls": 0.04063995310571045, "loss_rpn_loc": 0.07007842883467674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856159148495666, "mask_rcnn/false_negative": 0.09437447129363855, "mask_rcnn/false_positive": 0.1426419381116389, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.013613166520372, "total_loss": 0.8450282196281478}
{"data_time": 0.01460414263419807, "eta_seconds": 212498.39375205338, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.38003663003663, "fast_rcnn/fg_cls_accuracy": 0.6129680998613037, "iteration": 57359, "loss_box_reg": 0.2478809356689453, "loss_cls": 0.2052426990121603, "loss_mask": 0.24550406262278557, "loss_rpn_cls": 0.03660434437915683, "loss_rpn_loc": 0.07298683002591133, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856272146782508, "mask_rcnn/false_negative": 0.10066927225790957, "mask_rcnn/false_positive": 0.11259770696635968, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9802697061095387, "total_loss": 0.8117344519123435}
{"data_time": 0.019031096249818802, "eta_seconds": 212635.36251840182, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.38771300165244027, "fast_rcnn/fg_cls_accuracy": 0.5805455993628037, "iteration": 57379, "loss_box_reg": 0.23962711822241545, "loss_cls": 0.20950107648968697, "loss_mask": 0.25813430547714233, "loss_rpn_cls": 0.037392509693745524, "loss_rpn_loc": 0.08407098636962473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857769092858818, "mask_rcnn/false_negative": 0.10558389409210478, "mask_rcnn/false_positive": 0.14537571132839777, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0065681734122336, "total_loss": 0.8434729329310358}
{"data_time": 0.015684112207964063, "eta_seconds": 212615.36107333377, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3130611745798833, "fast_rcnn/fg_cls_accuracy": 0.6355023501762632, "iteration": 57399, "loss_box_reg": 0.21151873003691435, "loss_cls": 0.18770110327750444, "loss_mask": 0.2485161703079939, "loss_rpn_cls": 0.04054213501513004, "loss_rpn_loc": 0.07037584576755762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993676440170663, "mask_rcnn/false_negative": 0.09894195108866544, "mask_rcnn/false_positive": 0.10316084439086709, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 236.375, "rpn/num_pos_anchors": 19.625, "time": 1.0047451534774154, "total_loss": 0.7765211992082186}
{"data_time": 0.013792573940008879, "eta_seconds": 212570.13121388387, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3257431655312749, "fast_rcnn/fg_cls_accuracy": 0.6305395271123545, "iteration": 57419, "loss_box_reg": 0.2259550765156746, "loss_cls": 0.18785910308361053, "loss_mask": 0.25785092264413834, "loss_rpn_cls": 0.03736602468416095, "loss_rpn_loc": 0.07879101857542992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895780649599252, "mask_rcnn/false_negative": 0.09677062277194332, "mask_rcnn/false_positive": 0.12218440294468892, "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": 0.9853162122890353, "total_loss": 0.7967060828814283}
{"data_time": 0.013645418221130967, "eta_seconds": 212559.860040918, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2888092968487159, "fast_rcnn/fg_cls_accuracy": 0.6907525069156293, "iteration": 57439, "loss_box_reg": 0.2262320052832365, "loss_cls": 0.19385156221687794, "loss_mask": 0.26006630808115005, "loss_rpn_cls": 0.040220610331743956, "loss_rpn_loc": 0.08218862442299724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905595962650432, "mask_rcnn/false_negative": 0.09798373010816892, "mask_rcnn/false_positive": 0.12265638871898094, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9691401550080627, "total_loss": 0.8234639689326286}
{"data_time": 0.016411092597991228, "eta_seconds": 212197.55754664075, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.3129166666666667, "fast_rcnn/fg_cls_accuracy": 0.6509793086510713, "iteration": 57459, "loss_box_reg": 0.21938871406018734, "loss_cls": 0.19148592557758093, "loss_mask": 0.23964421823620796, "loss_rpn_cls": 0.03347172879148275, "loss_rpn_loc": 0.070162407704629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978646545406976, "mask_rcnn/false_negative": 0.07541944510598077, "mask_rcnn/false_positive": 0.12649342255280743, "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": 0.9708445048891008, "total_loss": 0.771612296346575}
{"data_time": 0.014730765484273434, "eta_seconds": 212510.13399931602, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3064327485380117, "fast_rcnn/fg_cls_accuracy": 0.6895231035334817, "iteration": 57479, "loss_box_reg": 0.23841456323862076, "loss_cls": 0.20025336742401123, "loss_mask": 0.2634435538202524, "loss_rpn_cls": 0.0349676493788138, "loss_rpn_loc": 0.08211374282836914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993369269818481, "mask_rcnn/false_negative": 0.09293205891501535, "mask_rcnn/false_positive": 0.12668856798574082, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.012826511170715, "total_loss": 0.8229468947974965}
{"data_time": 0.014874820364639163, "eta_seconds": 212515.35384799354, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.34211225065551465, "fast_rcnn/fg_cls_accuracy": 0.6171147609582592, "iteration": 57499, "loss_box_reg": 0.22284460021182895, "loss_cls": 0.17965149134397507, "loss_mask": 0.2407937701791525, "loss_rpn_cls": 0.03579460910987109, "loss_rpn_loc": 0.06929789250716567, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077797720431958, "mask_rcnn/false_negative": 0.09058273276315112, "mask_rcnn/false_positive": 0.10875518770676477, "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": 0.989382462343201, "total_loss": 0.7393751442432404}
{"data_time": 0.013245910871773958, "eta_seconds": 212495.3524029255, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3228787878787879, "fast_rcnn/fg_cls_accuracy": 0.6569887429643527, "iteration": 57519, "loss_box_reg": 0.22800259664654732, "loss_cls": 0.19272556528449059, "loss_mask": 0.26158627308905125, "loss_rpn_cls": 0.03994124021846801, "loss_rpn_loc": 0.06655946187674999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856192243505508, "mask_rcnn/false_negative": 0.09933645688574765, "mask_rcnn/false_positive": 0.12663102553257077, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9861478430684656, "total_loss": 0.7985599974635988}
{"data_time": 0.016802411759272218, "eta_seconds": 212459.8601067625, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3009433962264151, "fast_rcnn/fg_cls_accuracy": 0.6531972789115645, "iteration": 57539, "loss_box_reg": 0.22918558306992054, "loss_cls": 0.19214718975126743, "loss_mask": 0.24488496407866478, "loss_rpn_cls": 0.035465845139697194, "loss_rpn_loc": 0.08642840827815235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948973346500805, "mask_rcnn/false_negative": 0.08656051389981545, "mask_rcnn/false_positive": 0.12011166164690323, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9885377050377429, "total_loss": 0.8067652727477252}
{"data_time": 0.015509722521528602, "eta_seconds": 212418.12133274972, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2999564141280491, "fast_rcnn/fg_cls_accuracy": 0.6745725317153888, "iteration": 57559, "loss_box_reg": 0.2027842104434967, "loss_cls": 0.18065328150987625, "loss_mask": 0.24393617920577526, "loss_rpn_cls": 0.03825488849543035, "loss_rpn_loc": 0.08532651700079441, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036046177903894, "mask_rcnn/false_negative": 0.08812143971203307, "mask_rcnn/false_positive": 0.10023039907102733, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9574664381798357, "total_loss": 0.7663179796654731}
{"data_time": 0.019112391863018274, "eta_seconds": 212300.53784113377, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3747167062378588, "fast_rcnn/fg_cls_accuracy": 0.5841584158415841, "iteration": 57579, "loss_box_reg": 0.2286454727873206, "loss_cls": 0.18795514199882746, "loss_mask": 0.24477355554699898, "loss_rpn_cls": 0.03302710835123435, "loss_rpn_loc": 0.06390314956661314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904808244614649, "mask_rcnn/false_negative": 0.08724878326931022, "mask_rcnn/false_positive": 0.13071550211942184, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9969900220166892, "total_loss": 0.7937371082371101}
{"data_time": 0.015177387977018952, "eta_seconds": 211949.44651862606, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.34843223264692746, "fast_rcnn/fg_cls_accuracy": 0.6239326765188834, "iteration": 57599, "loss_box_reg": 0.23769243992865086, "loss_cls": 0.19320851005613804, "loss_mask": 0.25235695391893387, "loss_rpn_cls": 0.037083165254443884, "loss_rpn_loc": 0.06870959559455514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904449472636733, "mask_rcnn/false_negative": 0.09487603314641394, "mask_rcnn/false_positive": 0.11776870225376011, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9845896314363927, "total_loss": 0.807495181565173}
{"data_time": 0.01616773591376841, "eta_seconds": 211849.21734583564, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2932692307692307, "fast_rcnn/fg_cls_accuracy": 0.6700188191013879, "iteration": 57619, "loss_box_reg": 0.24276923760771751, "loss_cls": 0.18506998103111982, "loss_mask": 0.24207917228341103, "loss_rpn_cls": 0.03896471066400409, "loss_rpn_loc": 0.08095433333073743, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029620088533448, "mask_rcnn/false_negative": 0.09078553004176225, "mask_rcnn/false_positive": 0.1072073943702711, "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": 1.018256409559399, "total_loss": 0.8119325526058674}
{"data_time": 0.015584483509883285, "eta_seconds": 211905.38267800584, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.36616138000221043, "fast_rcnn/fg_cls_accuracy": 0.6105277213972866, "iteration": 57639, "loss_box_reg": 0.20491611771285534, "loss_cls": 0.18055769801139832, "loss_mask": 0.2443107943981886, "loss_rpn_cls": 0.030652282992377877, "loss_rpn_loc": 0.07662028702907264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914778211653211, "mask_rcnn/false_negative": 0.09387551431517827, "mask_rcnn/false_positive": 0.11583197560101169, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.009787620510906, "total_loss": 0.7624708881485276}
{"data_time": 0.01740043587051332, "eta_seconds": 211761.61525212228, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32386601314927504, "fast_rcnn/fg_cls_accuracy": 0.6404211607601438, "iteration": 57659, "loss_box_reg": 0.24189410731196404, "loss_cls": 0.20496443379670382, "loss_mask": 0.2537500448524952, "loss_rpn_cls": 0.04543017293326557, "loss_rpn_loc": 0.08643158851191401, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986079221926275, "mask_rcnn/false_negative": 0.08590896301138315, "mask_rcnn/false_positive": 0.1354912449865539, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9990144274197519, "total_loss": 0.8365995328640565}
{"data_time": 0.022961912909522653, "eta_seconds": 211741.669729352, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3579824710069487, "fast_rcnn/fg_cls_accuracy": 0.6071428571428571, "iteration": 57679, "loss_box_reg": 0.23704112693667412, "loss_cls": 0.19110450148582458, "loss_mask": 0.2588430196046829, "loss_rpn_cls": 0.03366266703233123, "loss_rpn_loc": 0.07076132018119097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981567212005597, "mask_rcnn/false_negative": 0.09836689765585163, "mask_rcnn/false_positive": 0.10980246471127075, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9918111481238157, "total_loss": 0.7889858628623188}
{"data_time": 0.020420747809112072, "eta_seconds": 211721.7242065817, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3458057202650855, "fast_rcnn/fg_cls_accuracy": 0.5819871289729446, "iteration": 57699, "loss_box_reg": 0.2217138335108757, "loss_cls": 0.1906008431687951, "loss_mask": 0.24116578698158264, "loss_rpn_cls": 0.03649932751432061, "loss_rpn_loc": 0.07784386887215078, "lr": 0.0001, "mask_rcnn/accuracy": 0.9125989406372244, "mask_rcnn/false_negative": 0.07952014423565916, "mask_rcnn/false_positive": 0.11250154315096746, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9958826734218746, "total_loss": 0.7745125454384834}
{"data_time": 0.015510092489421368, "eta_seconds": 211749.46726704016, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.35188194391958283, "fast_rcnn/fg_cls_accuracy": 0.6103658536585366, "iteration": 57719, "loss_box_reg": 0.2230675620958209, "loss_cls": 0.18568731099367142, "loss_mask": 0.24388500303030014, "loss_rpn_cls": 0.045307861641049385, "loss_rpn_loc": 0.06377500313101336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897685391705894, "mask_rcnn/false_negative": 0.09447745749213177, "mask_rcnn/false_positive": 0.12575239214238, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9834247143007815, "total_loss": 0.7765808854019269}
{"data_time": 0.020829315530136228, "eta_seconds": 211620.38824164774, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2949028593180387, "fast_rcnn/fg_cls_accuracy": 0.6766084316141525, "iteration": 57739, "loss_box_reg": 0.2309634955599904, "loss_cls": 0.19483652990311384, "loss_mask": 0.2572888806462288, "loss_rpn_cls": 0.031667591305449605, "loss_rpn_loc": 0.06991201592609286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975485880755452, "mask_rcnn/false_negative": 0.08737766268136851, "mask_rcnn/false_positive": 0.10990334653840195, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9940361480694264, "total_loss": 0.7788720531389117}
{"data_time": 0.015575707191601396, "eta_seconds": 211600.44850846753, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2886447412513763, "fast_rcnn/fg_cls_accuracy": 0.6451576576576576, "iteration": 57759, "loss_box_reg": 0.22578968107700348, "loss_cls": 0.18987723998725414, "loss_mask": 0.2563917599618435, "loss_rpn_cls": 0.0330948720802553, "loss_rpn_loc": 0.0731875547207892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950901582647984, "mask_rcnn/false_negative": 0.09394041021940427, "mask_rcnn/false_positive": 0.10565705776041344, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9926275601610541, "total_loss": 0.787666499032639}
{"data_time": 0.012731783324852586, "eta_seconds": 211641.94211550057, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.313556418455916, "fast_rcnn/fg_cls_accuracy": 0.6489237526213746, "iteration": 57779, "loss_box_reg": 0.21477187611162663, "loss_cls": 0.17665774561464787, "loss_mask": 0.2501419559121132, "loss_rpn_cls": 0.036444962956011295, "loss_rpn_loc": 0.057237473549321294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892750600436099, "mask_rcnn/false_negative": 0.09961680748709294, "mask_rcnn/false_positive": 0.14114473173628853, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.996544181369245, "total_loss": 0.7230774824274704}
{"data_time": 0.014951074961572886, "eta_seconds": 211825.5287720356, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3613794459602291, "fast_rcnn/fg_cls_accuracy": 0.6113658696364233, "iteration": 57799, "loss_box_reg": 0.2413458116352558, "loss_cls": 0.1912688221782446, "loss_mask": 0.2521892078220844, "loss_rpn_cls": 0.03703984688036144, "loss_rpn_loc": 0.08028345322236419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929954947932905, "mask_rcnn/false_negative": 0.09967285110070029, "mask_rcnn/false_positive": 0.11458427725132182, "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": 1.0319000757299364, "total_loss": 0.8145146187744103}
{"data_time": 0.016543145524337888, "eta_seconds": 211675.50577639136, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.29024584517351243, "fast_rcnn/fg_cls_accuracy": 0.6986734693877551, "iteration": 57819, "loss_box_reg": 0.22204826958477497, "loss_cls": 0.19281073287129402, "loss_mask": 0.2561995219439268, "loss_rpn_cls": 0.03972348268143833, "loss_rpn_loc": 0.09388410509563982, "lr": 0.0001, "mask_rcnn/accuracy": 0.903482729298616, "mask_rcnn/false_negative": 0.09080716895140949, "mask_rcnn/false_positive": 0.1136846496263493, "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": 0.9720277125015855, "total_loss": 0.8019824848743156}
{"data_time": 0.0168470642529428, "eta_seconds": 211520.68957574666, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.319047619047619, "fast_rcnn/fg_cls_accuracy": 0.6540808904910982, "iteration": 57839, "loss_box_reg": 0.245927719399333, "loss_cls": 0.2094721421599388, "loss_mask": 0.25353381410241127, "loss_rpn_cls": 0.03971509914845228, "loss_rpn_loc": 0.08183595212176442, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908417756315675, "mask_rcnn/false_negative": 0.0894900254811036, "mask_rcnn/false_positive": 0.12382600927280316, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9801377248950303, "total_loss": 0.8508055104175583}
{"data_time": 0.016570467269048095, "eta_seconds": 211562.16002441943, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3835813786425961, "fast_rcnn/fg_cls_accuracy": 0.5923220476621794, "iteration": 57859, "loss_box_reg": 0.23748107813298702, "loss_cls": 0.20385369565337896, "loss_mask": 0.24693258851766586, "loss_rpn_cls": 0.040349203161895275, "loss_rpn_loc": 0.08641046052798629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898226419740094, "mask_rcnn/false_negative": 0.09995879479334724, "mask_rcnn/false_positive": 0.12259485117034391, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9788561908062547, "total_loss": 0.8104891828261316}
{"data_time": 0.020693145459517837, "eta_seconds": 211375.15581471846, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2938099389712293, "fast_rcnn/fg_cls_accuracy": 0.6918685927306617, "iteration": 57879, "loss_box_reg": 0.2239757403731346, "loss_cls": 0.17094357684254646, "loss_mask": 0.24534957110881805, "loss_rpn_cls": 0.03856039198581129, "loss_rpn_loc": 0.08662816474679857, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017463178573633, "mask_rcnn/false_negative": 0.08960951512405368, "mask_rcnn/false_positive": 0.11529389610955376, "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": 0.9853676874190569, "total_loss": 0.7785044976044446}
{"data_time": 0.01953318389132619, "eta_seconds": 211347.69463345874, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3373015873015873, "fast_rcnn/fg_cls_accuracy": 0.5836769865205884, "iteration": 57899, "loss_box_reg": 0.22545868717134, "loss_cls": 0.2006972497329116, "loss_mask": 0.24668695963919163, "loss_rpn_cls": 0.0412266596686095, "loss_rpn_loc": 0.08643129304982722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918547510952908, "mask_rcnn/false_negative": 0.0902919691053693, "mask_rcnn/false_positive": 0.12602774516523013, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9967055162414908, "total_loss": 0.801261123153381}
{"data_time": 0.020841338904574513, "eta_seconds": 211184.33514639735, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.29507290095525385, "fast_rcnn/fg_cls_accuracy": 0.6826874143668036, "iteration": 57919, "loss_box_reg": 0.21844107285141945, "loss_cls": 0.1957603031769395, "loss_mask": 0.249127808958292, "loss_rpn_cls": 0.044212609296664596, "loss_rpn_loc": 0.08389798877760768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940418293510406, "mask_rcnn/false_negative": 0.0972687822570064, "mask_rcnn/false_positive": 0.10439313240564199, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.976773984497413, "total_loss": 0.7962182324845344}
{"data_time": 0.018552382476627827, "eta_seconds": 211077.90548351593, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2917218981972428, "fast_rcnn/fg_cls_accuracy": 0.687024281538506, "iteration": 57939, "loss_box_reg": 0.211996809579432, "loss_cls": 0.1870233118534088, "loss_mask": 0.2534753382205963, "loss_rpn_cls": 0.038287692703306675, "loss_rpn_loc": 0.07771333493292332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941571342467335, "mask_rcnn/false_negative": 0.08735094827193761, "mask_rcnn/false_positive": 0.11519008735243227, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0375213348306715, "total_loss": 0.760767204221338}
{"data_time": 0.018663867376744747, "eta_seconds": 211247.9269168619, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.30512656952930906, "fast_rcnn/fg_cls_accuracy": 0.6803339328307759, "iteration": 57959, "loss_box_reg": 0.21838760236278176, "loss_cls": 0.18598195537924767, "loss_mask": 0.2435337845236063, "loss_rpn_cls": 0.04246123554185033, "loss_rpn_loc": 0.0805645096115768, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039203289588178, "mask_rcnn/false_negative": 0.0875768906598419, "mask_rcnn/false_positive": 0.11360042287439238, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0027616927400231, "total_loss": 0.7539667123928666}
{"data_time": 0.024493884295225143, "eta_seconds": 211228.0016266415, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3022113594040968, "fast_rcnn/fg_cls_accuracy": 0.6613058891219213, "iteration": 57979, "loss_box_reg": 0.2265713345259428, "loss_cls": 0.18045452795922756, "loss_mask": 0.23724018596112728, "loss_rpn_cls": 0.03951171855442226, "loss_rpn_loc": 0.07697090436704457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928098368468267, "mask_rcnn/false_negative": 0.10780263956603155, "mask_rcnn/false_positive": 0.10952066872288838, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0103924481663853, "total_loss": 0.783747022273019}
{"data_time": 0.017440517200157046, "eta_seconds": 211176.70987080783, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3364599599652054, "fast_rcnn/fg_cls_accuracy": 0.6553182346961233, "iteration": 57999, "loss_box_reg": 0.2201368696987629, "loss_cls": 0.18380632810294628, "loss_mask": 0.2442961409687996, "loss_rpn_cls": 0.03912377543747425, "loss_rpn_loc": 0.06984955148072913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943810845591582, "mask_rcnn/false_negative": 0.07981335445439025, "mask_rcnn/false_positive": 0.1279100023716389, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0136494000907987, "total_loss": 0.7522588589927182}
{"data_time": 0.016408709110692143, "eta_seconds": 210841.97016499937, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.33401233331107105, "fast_rcnn/fg_cls_accuracy": 0.6349520045172219, "iteration": 58019, "loss_box_reg": 0.2415721556171775, "loss_cls": 0.1957629108801484, "loss_mask": 0.2556774988770485, "loss_rpn_cls": 0.036236902698874474, "loss_rpn_loc": 0.06744925887323916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862054663762738, "mask_rcnn/false_negative": 0.10610534388172616, "mask_rcnn/false_positive": 0.14271283697142617, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9818471698090434, "total_loss": 0.7991837026784196}
{"data_time": 0.023990028770640492, "eta_seconds": 210704.92361342534, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3872833249630948, "fast_rcnn/fg_cls_accuracy": 0.5854529548481446, "iteration": 58039, "loss_box_reg": 0.22758336551487446, "loss_cls": 0.19148118421435356, "loss_mask": 0.24638942629098892, "loss_rpn_cls": 0.0394194396212697, "loss_rpn_loc": 0.07121351105161011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874560958774411, "mask_rcnn/false_negative": 0.09725955543197229, "mask_rcnn/false_positive": 0.12513248536813093, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.981371198548004, "total_loss": 0.7732827488798648}
{"data_time": 0.01678688987158239, "eta_seconds": 210777.94979143422, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36308275058275064, "fast_rcnn/fg_cls_accuracy": 0.6001162221678493, "iteration": 58059, "loss_box_reg": 0.23384573869407177, "loss_cls": 0.19352941401302814, "loss_mask": 0.2566306162625551, "loss_rpn_cls": 0.03916721185669303, "loss_rpn_loc": 0.08857614081352949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8816499229711634, "mask_rcnn/false_negative": 0.09714808822299079, "mask_rcnn/false_positive": 0.15120340001792795, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0341298717539757, "total_loss": 0.8231008546426892}
{"data_time": 0.016411947086453438, "eta_seconds": 210665.1604649797, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2839395918584967, "fast_rcnn/fg_cls_accuracy": 0.6921033740129218, "iteration": 58079, "loss_box_reg": 0.22962774336338043, "loss_cls": 0.20361575484275818, "loss_mask": 0.24552015215158463, "loss_rpn_cls": 0.040550064586568624, "loss_rpn_loc": 0.07376092416234314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890602652786181, "mask_rcnn/false_negative": 0.0949353990583501, "mask_rcnn/false_positive": 0.12293758390171598, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.967572531895712, "total_loss": 0.7989914852660149}
{"data_time": 0.012671445729210973, "eta_seconds": 210555.2709792275, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3115842490842491, "fast_rcnn/fg_cls_accuracy": 0.6218487394957983, "iteration": 58099, "loss_box_reg": 0.21981278620660305, "loss_cls": 0.19520131684839725, "loss_mask": 0.24668428115546703, "loss_rpn_cls": 0.03495484101586044, "loss_rpn_loc": 0.06498941220343113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970977228926467, "mask_rcnn/false_negative": 0.08735663830540635, "mask_rcnn/false_positive": 0.11885459579894422, "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": 0.9785881771240383, "total_loss": 0.78649144875817}
{"data_time": 0.01842333935201168, "eta_seconds": 210488.63333431073, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.32025682720359655, "fast_rcnn/fg_cls_accuracy": 0.6494937055281882, "iteration": 58119, "loss_box_reg": 0.23754661157727242, "loss_cls": 0.1794150434434414, "loss_mask": 0.2483613844960928, "loss_rpn_cls": 0.041100432514213026, "loss_rpn_loc": 0.07887673610821366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928859775293096, "mask_rcnn/false_negative": 0.09840917217594775, "mask_rcnn/false_positive": 0.13371368476063555, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9751417373772711, "total_loss": 0.824501448078081}
{"data_time": 0.017452185275033116, "eta_seconds": 210580.56826044805, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35654008438818563, "fast_rcnn/fg_cls_accuracy": 0.6135087320651821, "iteration": 58139, "loss_box_reg": 0.23083022609353065, "loss_cls": 0.18865131307393312, "loss_mask": 0.25332583859562874, "loss_rpn_cls": 0.03736936370842159, "loss_rpn_loc": 0.08440498495474458, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007340147280034, "mask_rcnn/false_negative": 0.08660960537609944, "mask_rcnn/false_positive": 0.11147845511231241, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0294777972158045, "total_loss": 0.8212216510437429}
{"data_time": 0.015446848468855023, "eta_seconds": 210561.6466936469, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30297531705271985, "fast_rcnn/fg_cls_accuracy": 0.6593753212046459, "iteration": 58159, "loss_box_reg": 0.21934929676353931, "loss_cls": 0.19596957601606846, "loss_mask": 0.25263143330812454, "loss_rpn_cls": 0.041084412252530456, "loss_rpn_loc": 0.08242051186971366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822642488915209, "mask_rcnn/false_negative": 0.10056428772580965, "mask_rcnn/false_positive": 0.12678286865869082, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9904443703126162, "total_loss": 0.7938194978050888}
{"data_time": 0.014107358641922474, "eta_seconds": 210475.77866361476, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3352618476857828, "fast_rcnn/fg_cls_accuracy": 0.5829274041483343, "iteration": 58179, "loss_box_reg": 0.2389935962855816, "loss_cls": 0.19370866939425468, "loss_mask": 0.25320647470653057, "loss_rpn_cls": 0.03690171567723155, "loss_rpn_loc": 0.08110861526802182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885436995171407, "mask_rcnn/false_negative": 0.10472065617522834, "mask_rcnn/false_positive": 0.1334640602420908, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9697975926101208, "total_loss": 0.7889925215858966}
{"data_time": 0.014786192448809743, "eta_seconds": 210409.15867569856, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.32448097296783696, "fast_rcnn/fg_cls_accuracy": 0.6359297441771669, "iteration": 58199, "loss_box_reg": 0.23999911360442638, "loss_cls": 0.20178645476698875, "loss_mask": 0.24941440299153328, "loss_rpn_cls": 0.04156148910988122, "loss_rpn_loc": 0.07931721769273281, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997282479425337, "mask_rcnn/false_negative": 0.08643914406048497, "mask_rcnn/false_positive": 0.12237717215533594, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9991896944120526, "total_loss": 0.8036254957551137}
{"data_time": 0.014595971442759037, "eta_seconds": 210472.4858658202, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.36496926205558544, "fast_rcnn/fg_cls_accuracy": 0.565625, "iteration": 58219, "loss_box_reg": 0.22878458350896835, "loss_cls": 0.19546234514564276, "loss_mask": 0.2589105200022459, "loss_rpn_cls": 0.040667323977686465, "loss_rpn_loc": 0.09198548877611756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854358039800321, "mask_rcnn/false_negative": 0.08788523122186294, "mask_rcnn/false_positive": 0.1277051563052632, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0315427149180323, "total_loss": 0.8015672371257097}
{"data_time": 0.014959473395720124, "eta_seconds": 210438.74287841842, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3245740498034076, "fast_rcnn/fg_cls_accuracy": 0.6248201693356288, "iteration": 58239, "loss_box_reg": 0.21812325529754162, "loss_cls": 0.1840580990538001, "loss_mask": 0.24745778366923332, "loss_rpn_cls": 0.036177068774122745, "loss_rpn_loc": 0.06290937727317214, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005130114518016, "mask_rcnn/false_negative": 0.08614226693261393, "mask_rcnn/false_positive": 0.1145266194693361, "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": 0.9764270803425461, "total_loss": 0.783363121736329}
{"data_time": 0.014954498037695885, "eta_seconds": 210349.55268173944, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2810549874211782, "fast_rcnn/fg_cls_accuracy": 0.6718235294117647, "iteration": 58259, "loss_box_reg": 0.22284568846225739, "loss_cls": 0.1867174282670021, "loss_mask": 0.25124762393534184, "loss_rpn_cls": 0.03156669856980443, "loss_rpn_loc": 0.055905790999531746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971652523663942, "mask_rcnn/false_negative": 0.08370053526292727, "mask_rcnn/false_positive": 0.12409949504597056, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 0.9973949696868658, "total_loss": 0.7445169472484849}
{"data_time": 0.014315101085230708, "eta_seconds": 210238.0372979585, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.34250500827454056, "fast_rcnn/fg_cls_accuracy": 0.5814028314028314, "iteration": 58279, "loss_box_reg": 0.21032388042658567, "loss_cls": 0.1969558596611023, "loss_mask": 0.2548779174685478, "loss_rpn_cls": 0.033495439449325204, "loss_rpn_loc": 0.06762002559844404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944947753876326, "mask_rcnn/false_negative": 0.08441719003790674, "mask_rcnn/false_positive": 0.1265132093526704, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.988942067604512, "total_loss": 0.7881142108817585}
{"data_time": 0.020443021319806576, "eta_seconds": 210392.97977993265, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3595478423005899, "fast_rcnn/fg_cls_accuracy": 0.6348840189670639, "iteration": 58299, "loss_box_reg": 0.23812989331781864, "loss_cls": 0.2106823418289423, "loss_mask": 0.2540636844933033, "loss_rpn_cls": 0.04302255221409723, "loss_rpn_loc": 0.08387827011756599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964616646031454, "mask_rcnn/false_negative": 0.09208657157581884, "mask_rcnn/false_positive": 0.11726097966773544, "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": 0.9998948045540601, "total_loss": 0.8456328182946891}
{"data_time": 0.013666842598468065, "eta_seconds": 210385.19991382957, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.32095496290692055, "fast_rcnn/fg_cls_accuracy": 0.6623580542408264, "iteration": 58319, "loss_box_reg": 0.22036945819854736, "loss_cls": 0.18715018033981323, "loss_mask": 0.24412904307246208, "loss_rpn_cls": 0.03871945524588227, "loss_rpn_loc": 0.07916339626535773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918753175123605, "mask_rcnn/false_negative": 0.09330106667835748, "mask_rcnn/false_positive": 0.11307128498099206, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0020537921227515, "total_loss": 0.7735871088225394}
{"data_time": 0.01759504433721304, "eta_seconds": 210382.92421633378, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3085491905354919, "fast_rcnn/fg_cls_accuracy": 0.6581128149983636, "iteration": 58339, "loss_box_reg": 0.23090144991874695, "loss_cls": 0.1898447871208191, "loss_mask": 0.25097878091037273, "loss_rpn_cls": 0.046800242736935616, "loss_rpn_loc": 0.09116693399846554, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073325696019148, "mask_rcnn/false_negative": 0.09146060567975237, "mask_rcnn/false_positive": 0.12259247757490027, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0041853990405798, "total_loss": 0.8187291575595737}
{"data_time": 0.017397741554304957, "eta_seconds": 210299.64194024913, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30059848873236295, "fast_rcnn/fg_cls_accuracy": 0.6798837645294338, "iteration": 58359, "loss_box_reg": 0.2374918796122074, "loss_cls": 0.19734219554811716, "loss_mask": 0.25798702239990234, "loss_rpn_cls": 0.04580031125806272, "loss_rpn_loc": 0.0888904623570852, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031058255234161, "mask_rcnn/false_negative": 0.0862910997294444, "mask_rcnn/false_positive": 0.1019512435338018, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9728862859774381, "total_loss": 0.8387972731143236}
{"data_time": 0.016416379483416677, "eta_seconds": 210343.16556109115, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3509817241737194, "fast_rcnn/fg_cls_accuracy": 0.6141695205479452, "iteration": 58379, "loss_box_reg": 0.21288385055959225, "loss_cls": 0.17996332421898842, "loss_mask": 0.24804598279297352, "loss_rpn_cls": 0.03762051579542458, "loss_rpn_loc": 0.06815282383468002, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921362380568665, "mask_rcnn/false_negative": 0.08587468493862983, "mask_rcnn/false_positive": 0.12273674260382611, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0176320888567716, "total_loss": 0.7448682524263859}
{"data_time": 0.017480960581451654, "eta_seconds": 210410.7176051475, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34292545470070873, "fast_rcnn/fg_cls_accuracy": 0.629868987953926, "iteration": 58399, "loss_box_reg": 0.2348459530621767, "loss_cls": 0.19436676241457462, "loss_mask": 0.2547387685626745, "loss_rpn_cls": 0.03973592701368034, "loss_rpn_loc": 0.07529524760320783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861811391223156, "mask_rcnn/false_negative": 0.09060978128831002, "mask_rcnn/false_positive": 0.1284975832292435, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0109135215170681, "total_loss": 0.807909780414775}
{"data_time": 0.019483550684526563, "eta_seconds": 210390.83001369145, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3285250022994144, "fast_rcnn/fg_cls_accuracy": 0.6686796498123995, "iteration": 58419, "loss_box_reg": 0.22686217818409204, "loss_cls": 0.17707855068147182, "loss_mask": 0.244727972894907, "loss_rpn_cls": 0.03188664116896689, "loss_rpn_loc": 0.06858668755739927, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922658267208263, "mask_rcnn/false_negative": 0.0888690169568547, "mask_rcnn/false_positive": 0.12524328983542665, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9834633285645396, "total_loss": 0.7525374221731909}
{"data_time": 0.016819566022604704, "eta_seconds": 210339.72666663118, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3437243642329778, "fast_rcnn/fg_cls_accuracy": 0.632808595702149, "iteration": 58439, "loss_box_reg": 0.23397613875567913, "loss_cls": 0.19119200389832258, "loss_mask": 0.2495747860521078, "loss_rpn_cls": 0.04437238676473498, "loss_rpn_loc": 0.07585494150407612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959863371024085, "mask_rcnn/false_negative": 0.09767918780251536, "mask_rcnn/false_positive": 0.12249352856183235, "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": 0.9570550264324993, "total_loss": 0.8063175643328577}
{"data_time": 0.01729854359291494, "eta_seconds": 210351.05483077932, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34515230262276636, "fast_rcnn/fg_cls_accuracy": 0.6299584271609215, "iteration": 58459, "loss_box_reg": 0.23107792995870113, "loss_cls": 0.19551384449005127, "loss_mask": 0.2707650400698185, "loss_rpn_cls": 0.041007177787832916, "loss_rpn_loc": 0.08200805773958564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770851724764848, "mask_rcnn/false_negative": 0.09892022721570484, "mask_rcnn/false_positive": 0.12716507072121658, "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": 0.9745321329683065, "total_loss": 0.8838964677415788}
{"data_time": 0.014876336324959993, "eta_seconds": 210226.17859870195, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.35984946935239337, "fast_rcnn/fg_cls_accuracy": 0.6007648795242042, "iteration": 58479, "loss_box_reg": 0.2355341948568821, "loss_cls": 0.19975428096950054, "loss_mask": 0.25542986765503883, "loss_rpn_cls": 0.038696852279827, "loss_rpn_loc": 0.08481226209551096, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788707828047264, "mask_rcnn/false_negative": 0.0959658580414585, "mask_rcnn/false_positive": 0.14560713425942184, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9961523534730077, "total_loss": 0.8172022473299876}
{"data_time": 0.02456820593215525, "eta_seconds": 210280.072745285, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33019823788546254, "fast_rcnn/fg_cls_accuracy": 0.6358080677204803, "iteration": 58499, "loss_box_reg": 0.22687377128750086, "loss_cls": 0.1802827436476946, "loss_mask": 0.2425289750099182, "loss_rpn_cls": 0.036727842874825, "loss_rpn_loc": 0.07053415034897625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937056012950424, "mask_rcnn/false_negative": 0.09776851151349245, "mask_rcnn/false_positive": 0.12348408681058923, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0019332943484187, "total_loss": 0.7945929819834419}
{"data_time": 0.017632139148190618, "eta_seconds": 210308.55407221243, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3123065015479876, "fast_rcnn/fg_cls_accuracy": 0.6469224173768447, "iteration": 58519, "loss_box_reg": 0.23698615282773972, "loss_cls": 0.20424698758870363, "loss_mask": 0.2540599871426821, "loss_rpn_cls": 0.03873004834167659, "loss_rpn_loc": 0.1016904457937926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920508148618748, "mask_rcnn/false_negative": 0.09038782580513735, "mask_rcnn/false_positive": 0.12555365462020782, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.006768994498998, "total_loss": 0.843941159080714}
{"data_time": 0.019142564153298736, "eta_seconds": 210288.66485771723, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3271834477498093, "fast_rcnn/fg_cls_accuracy": 0.6214794007490636, "iteration": 58539, "loss_box_reg": 0.22383114881813526, "loss_cls": 0.18618958536535501, "loss_mask": 0.2440399955958128, "loss_rpn_cls": 0.03650562872644514, "loss_rpn_loc": 0.08348909812048078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844638972498273, "mask_rcnn/false_negative": 0.10538924385367551, "mask_rcnn/false_positive": 0.1216116043218543, "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": 0.9893802045844495, "total_loss": 0.7805809738347307}
{"data_time": 0.016408214811235666, "eta_seconds": 210295.36598872393, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.32024309570155285, "fast_rcnn/fg_cls_accuracy": 0.63840190816935, "iteration": 58559, "loss_box_reg": 0.22605913504958153, "loss_cls": 0.19687926466576755, "loss_mask": 0.25960441678762436, "loss_rpn_cls": 0.03478031768463552, "loss_rpn_loc": 0.07865719008259475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936096487666685, "mask_rcnn/false_negative": 0.09039819489952428, "mask_rcnn/false_positive": 0.1315438177655821, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.974609142402187, "total_loss": 0.7988406984368339}
{"data_time": 0.01778324507176876, "eta_seconds": 210275.47425906174, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3492756673331229, "fast_rcnn/fg_cls_accuracy": 0.6024414182308919, "iteration": 58579, "loss_box_reg": 0.20464622881263494, "loss_cls": 0.189350426197052, "loss_mask": 0.24931811727583408, "loss_rpn_cls": 0.03734420286491513, "loss_rpn_loc": 0.09072198887588456, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893609244636642, "mask_rcnn/false_negative": 0.09133598737573664, "mask_rcnn/false_positive": 0.12245372934999355, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9986489769071341, "total_loss": 0.7712341451551765}
{"data_time": 0.015807281946763396, "eta_seconds": 210255.58252939954, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.37228614850195396, "fast_rcnn/fg_cls_accuracy": 0.5924797367298433, "iteration": 58599, "loss_box_reg": 0.21504418551921844, "loss_cls": 0.1803898885846138, "loss_mask": 0.23971353471279144, "loss_rpn_cls": 0.03462188830599189, "loss_rpn_loc": 0.07077929773367941, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024064057060952, "mask_rcnn/false_negative": 0.08907087110745608, "mask_rcnn/false_positive": 0.12020721968024242, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9836770812980831, "total_loss": 0.7448560268385336}
{"data_time": 0.014976828591898084, "eta_seconds": 210209.10799973644, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.34996138996139, "fast_rcnn/fg_cls_accuracy": 0.6189634093092307, "iteration": 58619, "loss_box_reg": 0.24585296399891376, "loss_cls": 0.20813385397195816, "loss_mask": 0.2516160048544407, "loss_rpn_cls": 0.042419224279001355, "loss_rpn_loc": 0.09071671101264656, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962885628012138, "mask_rcnn/false_negative": 0.09041161833155059, "mask_rcnn/false_positive": 0.1260268438774405, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.0094521301798522, "total_loss": 0.8568025529384613}
{"data_time": 0.014507145853713155, "eta_seconds": 210145.43533857912, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.34397443444621983, "fast_rcnn/fg_cls_accuracy": 0.6205326205326205, "iteration": 58639, "loss_box_reg": 0.2500375621020794, "loss_cls": 0.20783280208706856, "loss_mask": 0.25042102113366127, "loss_rpn_cls": 0.0404325311537832, "loss_rpn_loc": 0.0904895686544478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840579433137108, "mask_rcnn/false_negative": 0.12345080548942378, "mask_rcnn/false_positive": 0.11573458035491355, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9770888753701001, "total_loss": 0.8259553839452565}
{"data_time": 0.01558668096549809, "eta_seconds": 210100.65137156285, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3552941958204592, "fast_rcnn/fg_cls_accuracy": 0.6232688058261492, "iteration": 58659, "loss_box_reg": 0.23791342973709106, "loss_cls": 0.19478571601212025, "loss_mask": 0.25203912518918514, "loss_rpn_cls": 0.03786854224745184, "loss_rpn_loc": 0.07176270999480039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840678600139162, "mask_rcnn/false_negative": 0.09661089060487096, "mask_rcnn/false_positive": 0.141177061000702, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9862327724695206, "total_loss": 0.8029036906082183}
{"data_time": 0.013843253022059798, "eta_seconds": 210105.66519563086, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3585905813429473, "fast_rcnn/fg_cls_accuracy": 0.6278118459759685, "iteration": 58679, "loss_box_reg": 0.23541673459112644, "loss_cls": 0.2000461108982563, "loss_mask": 0.24732131324708462, "loss_rpn_cls": 0.04240770859178156, "loss_rpn_loc": 0.08168891537934542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911340291102197, "mask_rcnn/false_negative": 0.10124915052799002, "mask_rcnn/false_positive": 0.13049220970973366, "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": 0.9972081279847771, "total_loss": 0.8153599505312741}
{"data_time": 0.014337197644636035, "eta_seconds": 210111.59542470705, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.28806606046007466, "fast_rcnn/fg_cls_accuracy": 0.6759184545281944, "iteration": 58699, "loss_box_reg": 0.2323295697569847, "loss_cls": 0.20125245582312346, "loss_mask": 0.25678515806794167, "loss_rpn_cls": 0.03685940126888454, "loss_rpn_loc": 0.07579567562788725, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025388396818355, "mask_rcnn/false_negative": 0.08483950544487898, "mask_rcnn/false_positive": 0.11579184872815321, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0148038864135742, "total_loss": 0.821555620059371}
{"data_time": 0.01754541741684079, "eta_seconds": 210091.70790975913, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3205087440381558, "fast_rcnn/fg_cls_accuracy": 0.6538610038610039, "iteration": 58719, "loss_box_reg": 0.2034800760447979, "loss_cls": 0.16566934436559677, "loss_mask": 0.2430195864289999, "loss_rpn_cls": 0.030721294635441154, "loss_rpn_loc": 0.07015363429673016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988353009694662, "mask_rcnn/false_negative": 0.08801609573231917, "mask_rcnn/false_positive": 0.1078133096577086, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9881368384230882, "total_loss": 0.7435159431770444}
{"data_time": 0.023424786049872637, "eta_seconds": 210139.45445844904, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.32892002384805386, "fast_rcnn/fg_cls_accuracy": 0.6474704028617665, "iteration": 58739, "loss_box_reg": 0.22613157518208027, "loss_cls": 0.19450075458735228, "loss_mask": 0.24142753332853317, "loss_rpn_cls": 0.04384381163981743, "loss_rpn_loc": 0.07884924707468599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953035693696365, "mask_rcnn/false_negative": 0.10004292217011626, "mask_rcnn/false_positive": 0.11159218044415428, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0126488232053816, "total_loss": 0.8124578749993816}
{"data_time": 0.015000928891822696, "eta_seconds": 210261.70307619497, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.31600859521890945, "fast_rcnn/fg_cls_accuracy": 0.6511111111111111, "iteration": 58759, "loss_box_reg": 0.24063923582434654, "loss_cls": 0.20219708792865276, "loss_mask": 0.258278364315629, "loss_rpn_cls": 0.033917849767021835, "loss_rpn_loc": 0.08597647026181221, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811434389073147, "mask_rcnn/false_negative": 0.10274784545388288, "mask_rcnn/false_positive": 0.12018985580933353, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0039969845674932, "total_loss": 0.8313559180824086}
{"data_time": 0.019083168590441346, "eta_seconds": 210417.2509742994, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3783517350157729, "fast_rcnn/fg_cls_accuracy": 0.5863726790450928, "iteration": 58779, "loss_box_reg": 0.23140744678676128, "loss_cls": 0.2007236573845148, "loss_mask": 0.25334638357162476, "loss_rpn_cls": 0.04389829677529633, "loss_rpn_loc": 0.07861029333434999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837629924347559, "mask_rcnn/false_negative": 0.09718070021867056, "mask_rcnn/false_positive": 0.12859521177706235, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0104813505895436, "total_loss": 0.8085871358634904}
{"data_time": 0.01612573955208063, "eta_seconds": 209961.47236526012, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3876943881000676, "fast_rcnn/fg_cls_accuracy": 0.5721731171769731, "iteration": 58799, "loss_box_reg": 0.2136369962245226, "loss_cls": 0.19959422294050455, "loss_mask": 0.2700113616883755, "loss_rpn_cls": 0.031020778347738087, "loss_rpn_loc": 0.06795616750605404, "lr": 0.0001, "mask_rcnn/accuracy": 0.869367129133368, "mask_rcnn/false_negative": 0.09953444986616959, "mask_rcnn/false_positive": 0.13185401579299888, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9391308741178364, "total_loss": 0.7794228075072169}
{"data_time": 0.014170764479786158, "eta_seconds": 209992.27033501957, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.31995057632741486, "fast_rcnn/fg_cls_accuracy": 0.6360538169748696, "iteration": 58819, "loss_box_reg": 0.23438348807394505, "loss_cls": 0.1976937334984541, "loss_mask": 0.25376263074576855, "loss_rpn_cls": 0.03798581042792648, "loss_rpn_loc": 0.06961341295391321, "lr": 0.0001, "mask_rcnn/accuracy": 0.889928241147917, "mask_rcnn/false_negative": 0.10109305171898841, "mask_rcnn/false_positive": 0.1136705072332711, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9768696811515838, "total_loss": 0.8015682362020016}
{"data_time": 0.02141081099398434, "eta_seconds": 210004.98194417916, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31083518107908353, "fast_rcnn/fg_cls_accuracy": 0.6635994087213599, "iteration": 58839, "loss_box_reg": 0.2240795847028494, "loss_cls": 0.18777003046125174, "loss_mask": 0.25904421880841255, "loss_rpn_cls": 0.04021679540164769, "loss_rpn_loc": 0.0832591240759939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793162482635923, "mask_rcnn/false_negative": 0.10755813403761036, "mask_rcnn/false_positive": 0.13882585408092257, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9954882310703397, "total_loss": 0.8114443201920949}
{"data_time": 0.014270491199567914, "eta_seconds": 210042.12651529815, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.35112526203377764, "fast_rcnn/fg_cls_accuracy": 0.6336964371689937, "iteration": 58859, "loss_box_reg": 0.21495706774294376, "loss_cls": 0.1848700363188982, "loss_mask": 0.242134727537632, "loss_rpn_cls": 0.04454593639820814, "loss_rpn_loc": 0.073132932651788, "lr": 0.0001, "mask_rcnn/accuracy": 0.9126632196063602, "mask_rcnn/false_negative": 0.08253493809797316, "mask_rcnn/false_positive": 0.10351199717115213, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9867576621472836, "total_loss": 0.7675825180485845}
{"data_time": 0.014624465256929398, "eta_seconds": 210315.85042964667, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33436672115438815, "fast_rcnn/fg_cls_accuracy": 0.6361414894043184, "iteration": 58879, "loss_box_reg": 0.22789672762155533, "loss_cls": 0.18953325785696507, "loss_mask": 0.2572345267981291, "loss_rpn_cls": 0.03723511262796819, "loss_rpn_loc": 0.07316592009738088, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828883127352515, "mask_rcnn/false_negative": 0.09806570714890339, "mask_rcnn/false_positive": 0.14001291444060682, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0007611932232976, "total_loss": 0.7994466321542859}
{"data_time": 0.017434171866625547, "eta_seconds": 210305.46225786675, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.34174553101997895, "fast_rcnn/fg_cls_accuracy": 0.6359512850019179, "iteration": 58899, "loss_box_reg": 0.23672564886510372, "loss_cls": 0.1971759833395481, "loss_mask": 0.2550118509680033, "loss_rpn_cls": 0.03967780130915344, "loss_rpn_loc": 0.08150905114598572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975047034624126, "mask_rcnn/false_negative": 0.08291366001298357, "mask_rcnn/false_positive": 0.11970086334134747, "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": 1.0122536120470613, "total_loss": 0.8119736165972427}
{"data_time": 0.016764180967584252, "eta_seconds": 210343.2340250071, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3255165389465516, "fast_rcnn/fg_cls_accuracy": 0.6479313036690086, "iteration": 58919, "loss_box_reg": 0.20979650877416134, "loss_cls": 0.18414405081421137, "loss_mask": 0.2513680588454008, "loss_rpn_cls": 0.046755664981901646, "loss_rpn_loc": 0.08598932204768062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892707779581711, "mask_rcnn/false_negative": 0.089369698904916, "mask_rcnn/false_positive": 0.13070399358463453, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0079954429529607, "total_loss": 0.7910285488469526}
{"data_time": 0.016393031692132354, "eta_seconds": 210433.88124607038, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.321194150161216, "fast_rcnn/fg_cls_accuracy": 0.6574390585598207, "iteration": 58939, "loss_box_reg": 0.22455630637705326, "loss_cls": 0.18608264531940222, "loss_mask": 0.25783253461122513, "loss_rpn_cls": 0.036139633506536484, "loss_rpn_loc": 0.07667033711913973, "lr": 0.0001, "mask_rcnn/accuracy": 0.88556332825646, "mask_rcnn/false_negative": 0.08810739523264088, "mask_rcnn/false_positive": 0.12306233618473308, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0375698127318174, "total_loss": 0.7798498838674277}
{"data_time": 0.014592255000025034, "eta_seconds": 210278.6751910299, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3563133088560789, "fast_rcnn/fg_cls_accuracy": 0.5736361451574141, "iteration": 58959, "loss_box_reg": 0.22069890052080154, "loss_cls": 0.20187602378427982, "loss_mask": 0.25147154461592436, "loss_rpn_cls": 0.04001486353809014, "loss_rpn_loc": 0.07224536966532469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886996490956136, "mask_rcnn/false_negative": 0.0997468972793207, "mask_rcnn/false_positive": 0.1148230464494099, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9832415182609111, "total_loss": 0.7725990872131661}
{"data_time": 0.018659449880942702, "eta_seconds": 210258.74734084122, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3015414313046647, "fast_rcnn/fg_cls_accuracy": 0.6567099567099567, "iteration": 58979, "loss_box_reg": 0.21669386699795723, "loss_cls": 0.18467922136187553, "loss_mask": 0.24742069281637669, "loss_rpn_cls": 0.04073934641201049, "loss_rpn_loc": 0.08973024669103324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973263093502707, "mask_rcnn/false_negative": 0.10356486106629195, "mask_rcnn/false_positive": 0.1028102535729398, "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": 0.9944711895659566, "total_loss": 0.7869140894617885}
{"data_time": 0.019899771315976977, "eta_seconds": 210215.9898537211, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.33808210784313725, "fast_rcnn/fg_cls_accuracy": 0.6389399509803921, "iteration": 58999, "loss_box_reg": 0.22941510565578938, "loss_cls": 0.19579066149890423, "loss_mask": 0.2523161396384239, "loss_rpn_cls": 0.04387191031128168, "loss_rpn_loc": 0.08283730712719262, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956634180008796, "mask_rcnn/false_negative": 0.09864775086364025, "mask_rcnn/false_positive": 0.10594640919063407, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0101077968720347, "total_loss": 0.786044395994395}
{"data_time": 0.01635580463334918, "eta_seconds": 210218.89164046384, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3520331491712707, "fast_rcnn/fg_cls_accuracy": 0.6107994389901823, "iteration": 59019, "loss_box_reg": 0.22455331590026617, "loss_cls": 0.19013758283108473, "loss_mask": 0.25256712548434734, "loss_rpn_cls": 0.03982798079960048, "loss_rpn_loc": 0.07903203344903886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810511674508945, "mask_rcnn/false_negative": 0.11217471343794655, "mask_rcnn/false_positive": 0.130532820057362, "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": 0.9887567695695907, "total_loss": 0.807135920971632}
{"data_time": 0.013999731047078967, "eta_seconds": 210223.65288002416, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2807646356033453, "fast_rcnn/fg_cls_accuracy": 0.6491805394244419, "iteration": 59039, "loss_box_reg": 0.2215624488890171, "loss_cls": 0.18942871410399675, "loss_mask": 0.24477902427315712, "loss_rpn_cls": 0.034437743423040956, "loss_rpn_loc": 0.06064419960603118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991525990944853, "mask_rcnn/false_negative": 0.08174326925409561, "mask_rcnn/false_positive": 0.12495564053735508, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9894278713036329, "total_loss": 0.7416265959036537}
{"data_time": 0.013753178529441357, "eta_seconds": 210067.68966427539, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.28461439340248695, "fast_rcnn/fg_cls_accuracy": 0.6429157829924061, "iteration": 59059, "loss_box_reg": 0.24626127630472183, "loss_cls": 0.20073705352842808, "loss_mask": 0.24929268099367619, "loss_rpn_cls": 0.040093266405165195, "loss_rpn_loc": 0.08472095569595695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935911112540629, "mask_rcnn/false_negative": 0.09052758067894706, "mask_rcnn/false_positive": 0.12258002346005584, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9853967260569334, "total_loss": 0.8099706118227914}
{"data_time": 0.015609801979735494, "eta_seconds": 210136.28710875288, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.32816680806630555, "fast_rcnn/fg_cls_accuracy": 0.6412337662337662, "iteration": 59079, "loss_box_reg": 0.23815129697322845, "loss_cls": 0.2027570717036724, "loss_mask": 0.2564762756228447, "loss_rpn_cls": 0.03942046675365418, "loss_rpn_loc": 0.09017113666050136, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919238407076859, "mask_rcnn/false_negative": 0.09048425652917147, "mask_rcnn/false_positive": 0.12391354536274672, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9989950219169259, "total_loss": 0.8633439749246463}
{"data_time": 0.015951983630657196, "eta_seconds": 210230.65167891327, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3350833952326288, "fast_rcnn/fg_cls_accuracy": 0.6210978976428116, "iteration": 59099, "loss_box_reg": 0.22020743787288666, "loss_cls": 0.17515578772872686, "loss_mask": 0.2523222789168358, "loss_rpn_cls": 0.04442926705814898, "loss_rpn_loc": 0.07104355853516608, "lr": 0.0001, "mask_rcnn/accuracy": 0.899633376543189, "mask_rcnn/false_negative": 0.08386209308737161, "mask_rcnn/false_positive": 0.11798725906272876, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9974389970302582, "total_loss": 0.7774220930878073}
{"data_time": 0.015367955667898059, "eta_seconds": 210267.554596439, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.34213264745150396, "fast_rcnn/fg_cls_accuracy": 0.6164141577466611, "iteration": 59119, "loss_box_reg": 0.25145647674798965, "loss_cls": 0.19839160051196814, "loss_mask": 0.2597272414714098, "loss_rpn_cls": 0.039254444534890354, "loss_rpn_loc": 0.08567314082756639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926480131705785, "mask_rcnn/false_negative": 0.09710313879543914, "mask_rcnn/false_positive": 0.13295568548714587, "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": 0.9986261958256364, "total_loss": 0.8326524059521034}
{"data_time": 0.01382299535907805, "eta_seconds": 210124.0019258717, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3519969785667076, "fast_rcnn/fg_cls_accuracy": 0.6283401000849778, "iteration": 59139, "loss_box_reg": 0.21031793020665646, "loss_cls": 0.18722229078412056, "loss_mask": 0.25043433904647827, "loss_rpn_cls": 0.03136281110346317, "loss_rpn_loc": 0.07399109145626426, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848018463657865, "mask_rcnn/false_negative": 0.09378561842006491, "mask_rcnn/false_positive": 0.12243399494204886, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9853732706978917, "total_loss": 0.7505821891827509}
{"data_time": 0.0217769225127995, "eta_seconds": 209839.32173556648, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3096774193548387, "fast_rcnn/fg_cls_accuracy": 0.6805336660537606, "iteration": 59159, "loss_box_reg": 0.2212431114166975, "loss_cls": 0.18028277345001698, "loss_mask": 0.239834226667881, "loss_rpn_cls": 0.036848118994385004, "loss_rpn_loc": 0.0835626304615289, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889190909899338, "mask_rcnn/false_negative": 0.10001117820424968, "mask_rcnn/false_positive": 0.11416412396395534, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9684578441083431, "total_loss": 0.7593638494145125}
{"data_time": 0.01570410467684269, "eta_seconds": 209948.18590605166, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.27858350236646384, "fast_rcnn/fg_cls_accuracy": 0.7092286016202889, "iteration": 59179, "loss_box_reg": 0.24444714933633804, "loss_cls": 0.2101615834981203, "loss_mask": 0.2501780465245247, "loss_rpn_cls": 0.03794768173247576, "loss_rpn_loc": 0.08119131624698639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936668985776128, "mask_rcnn/false_negative": 0.09826060576126688, "mask_rcnn/false_positive": 0.14362498128358558, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9878281718119979, "total_loss": 0.8477117631118745}
{"data_time": 0.01873938087373972, "eta_seconds": 209717.16383639723, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.31553985230455817, "fast_rcnn/fg_cls_accuracy": 0.6359791524265208, "iteration": 59199, "loss_box_reg": 0.22767179645597935, "loss_cls": 0.18878037575632334, "loss_mask": 0.24056007340550423, "loss_rpn_cls": 0.04230395855847746, "loss_rpn_loc": 0.08148063579574227, "lr": 0.0001, "mask_rcnn/accuracy": 0.891719149897434, "mask_rcnn/false_negative": 0.09576975517183439, "mask_rcnn/false_positive": 0.11322786350061037, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9755348053295165, "total_loss": 0.7894690067623742}
{"data_time": 0.02021689317189157, "eta_seconds": 209779.60650456604, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29639762881896947, "fast_rcnn/fg_cls_accuracy": 0.6658456878686434, "iteration": 59219, "loss_box_reg": 0.22838381491601467, "loss_cls": 0.1977855209261179, "loss_mask": 0.25024955347180367, "loss_rpn_cls": 0.03749983967281878, "loss_rpn_loc": 0.09723109612241387, "lr": 0.0001, "mask_rcnn/accuracy": 0.89004454729502, "mask_rcnn/false_negative": 0.09503414174773639, "mask_rcnn/false_positive": 0.1264271782523928, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0106692709960043, "total_loss": 0.8011259115301073}
{"data_time": 0.019079060526564717, "eta_seconds": 209976.8816188164, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.28766588602654175, "fast_rcnn/fg_cls_accuracy": 0.7039307526289205, "iteration": 59239, "loss_box_reg": 0.24324434250593185, "loss_cls": 0.18652067426592112, "loss_mask": 0.24042178876698017, "loss_rpn_cls": 0.041307051898911595, "loss_rpn_loc": 0.07428479008376598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927171893889831, "mask_rcnn/false_negative": 0.09125267113113521, "mask_rcnn/false_positive": 0.11671088163367659, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.009931860724464, "total_loss": 0.7768830235581845}
{"data_time": 0.01587301236577332, "eta_seconds": 209868.5167339025, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30261690261690266, "fast_rcnn/fg_cls_accuracy": 0.6766000528215512, "iteration": 59259, "loss_box_reg": 0.2319872509688139, "loss_cls": 0.1949134822934866, "loss_mask": 0.25202406384050846, "loss_rpn_cls": 0.03600107485544868, "loss_rpn_loc": 0.07690822798758745, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006489130815276, "mask_rcnn/false_negative": 0.09730865874656856, "mask_rcnn/false_positive": 0.11507786075390661, "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": 0.9792701569385827, "total_loss": 0.7865089268307202}
{"data_time": 0.016217055497691035, "eta_seconds": 209937.0302463323, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.33340996168582376, "fast_rcnn/fg_cls_accuracy": 0.621455938697318, "iteration": 59279, "loss_box_reg": 0.24691719748079777, "loss_cls": 0.19373919814825058, "loss_mask": 0.2546092290431261, "loss_rpn_cls": 0.041173210251145065, "loss_rpn_loc": 0.08764988975599408, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018752300139241, "mask_rcnn/false_negative": 0.08356931365843852, "mask_rcnn/false_positive": 0.11963989896316025, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0327370977029204, "total_loss": 0.8343875244027004}
{"data_time": 0.015563401626423001, "eta_seconds": 209617.67751579173, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3135632183908046, "fast_rcnn/fg_cls_accuracy": 0.6470634920634921, "iteration": 59299, "loss_box_reg": 0.21080864779651165, "loss_cls": 0.17314843833446503, "loss_mask": 0.23856220580637455, "loss_rpn_cls": 0.0359342391602695, "loss_rpn_loc": 0.07013067393563688, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018134696310897, "mask_rcnn/false_negative": 0.08549294869651453, "mask_rcnn/false_positive": 0.11982538065299102, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9482475204858929, "total_loss": 0.7490995830157772}
{"data_time": 0.01347031514160335, "eta_seconds": 209527.60748247616, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2977855477855478, "fast_rcnn/fg_cls_accuracy": 0.6864839953075248, "iteration": 59319, "loss_box_reg": 0.2190479151904583, "loss_cls": 0.18249954842031002, "loss_mask": 0.24131613411009312, "loss_rpn_cls": 0.03280113561777398, "loss_rpn_loc": 0.07346463855355978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871547537284145, "mask_rcnn/false_negative": 0.08308606787813744, "mask_rcnn/false_positive": 0.11684878056544212, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9795737008098513, "total_loss": 0.7520649976795539}
{"data_time": 0.01536915241740644, "eta_seconds": 209538.610906885, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2861692447679709, "fast_rcnn/fg_cls_accuracy": 0.7005159958720331, "iteration": 59339, "loss_box_reg": 0.23096090741455555, "loss_cls": 0.18419119343161583, "loss_mask": 0.24676374532282352, "loss_rpn_cls": 0.0386532386764884, "loss_rpn_loc": 0.07054858142510056, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051101092676781, "mask_rcnn/false_negative": 0.08946632725196937, "mask_rcnn/false_positive": 0.10309686536025434, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0526842346880585, "total_loss": 0.8127327456604689}
{"data_time": 0.025046942988410592, "eta_seconds": 209640.270965565, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2663797764960346, "fast_rcnn/fg_cls_accuracy": 0.6977310796406274, "iteration": 59359, "loss_box_reg": 0.2077463250607252, "loss_cls": 0.1684211427345872, "loss_mask": 0.24955496564507484, "loss_rpn_cls": 0.03684936719946563, "loss_rpn_loc": 0.06832872470840812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878928478748448, "mask_rcnn/false_negative": 0.1007871751068204, "mask_rcnn/false_positive": 0.10970172463586506, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9784835630562156, "total_loss": 0.7410130311618559}
{"data_time": 0.015644325641915202, "eta_seconds": 209467.12996744085, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3661198738170347, "fast_rcnn/fg_cls_accuracy": 0.6323028391167193, "iteration": 59379, "loss_box_reg": 0.22218929696828127, "loss_cls": 0.17980071250349283, "loss_mask": 0.24989966303110123, "loss_rpn_cls": 0.031013194122351706, "loss_rpn_loc": 0.06339314114302397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900759002668324, "mask_rcnn/false_negative": 0.0919746289969623, "mask_rcnn/false_positive": 0.1215511366534699, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9853198728524148, "total_loss": 0.7797052128007635}
{"data_time": 0.018852555891498923, "eta_seconds": 209449.78759819642, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.29214898810929996, "fast_rcnn/fg_cls_accuracy": 0.6698889916743755, "iteration": 59399, "loss_box_reg": 0.2252972200512886, "loss_cls": 0.18587359227240086, "loss_mask": 0.23370824940502644, "loss_rpn_cls": 0.03824489051476121, "loss_rpn_loc": 0.08016124297864735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954303736419942, "mask_rcnn/false_negative": 0.09740720485828037, "mask_rcnn/false_positive": 0.10383275931375606, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0093233285006136, "total_loss": 0.7617652234621346}
{"data_time": 0.015419652219861746, "eta_seconds": 209429.8968301434, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34643452522709484, "fast_rcnn/fg_cls_accuracy": 0.6464395006557536, "iteration": 59419, "loss_box_reg": 0.21641813777387142, "loss_cls": 0.2006242899224162, "loss_mask": 0.24114688858389854, "loss_rpn_cls": 0.03468449198408052, "loss_rpn_loc": 0.07836338505148888, "lr": 0.0001, "mask_rcnn/accuracy": 0.893242063704254, "mask_rcnn/false_negative": 0.08044483352572095, "mask_rcnn/false_positive": 0.11868665392275932, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9919049805030227, "total_loss": 0.7837122041964903}
{"data_time": 0.01318634138442576, "eta_seconds": 209777.62475639582, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3200965700965701, "fast_rcnn/fg_cls_accuracy": 0.6541012509445051, "iteration": 59439, "loss_box_reg": 0.2347019910812378, "loss_cls": 0.19302351959049702, "loss_mask": 0.24622314423322678, "loss_rpn_cls": 0.03259026212617755, "loss_rpn_loc": 0.06703951163217425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918231018168626, "mask_rcnn/false_negative": 0.08839697078005634, "mask_rcnn/false_positive": 0.1365194117492513, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0158645417541265, "total_loss": 0.7705558962188661}
{"data_time": 0.014201537007465959, "eta_seconds": 209780.47893631272, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2888799977538185, "fast_rcnn/fg_cls_accuracy": 0.6937111801242236, "iteration": 59459, "loss_box_reg": 0.22777113877236843, "loss_cls": 0.18777070473879576, "loss_mask": 0.24407696537673473, "loss_rpn_cls": 0.033350735262501985, "loss_rpn_loc": 0.07986385654658079, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014786251486978, "mask_rcnn/false_negative": 0.0857649753528083, "mask_rcnn/false_positive": 0.10206752389570752, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9922296477016062, "total_loss": 0.7764796456322074}
{"data_time": 0.014845307217910886, "eta_seconds": 209658.9359600097, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.28904376851111846, "fast_rcnn/fg_cls_accuracy": 0.631046431046431, "iteration": 59479, "loss_box_reg": 0.22210666723549366, "loss_cls": 0.17245677020400763, "loss_mask": 0.24763569794595242, "loss_rpn_cls": 0.036297803511843085, "loss_rpn_loc": 0.07518931524828076, "lr": 0.0001, "mask_rcnn/accuracy": 0.895737951434186, "mask_rcnn/false_negative": 0.08493984048298794, "mask_rcnn/false_positive": 0.11767640374994615, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9790187445469201, "total_loss": 0.7491524833021685}
{"data_time": 0.02598470007069409, "eta_seconds": 209717.84769766964, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3028860626128838, "fast_rcnn/fg_cls_accuracy": 0.6595660749506904, "iteration": 59499, "loss_box_reg": 0.24116885103285313, "loss_cls": 0.20209350623190403, "loss_mask": 0.2513715848326683, "loss_rpn_cls": 0.04589637950994074, "loss_rpn_loc": 0.09070531884208322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965189953661161, "mask_rcnn/false_negative": 0.08487530795885828, "mask_rcnn/false_positive": 0.12214078733223746, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0313865800853819, "total_loss": 0.8280795172322541}
{"data_time": 0.01756001776084304, "eta_seconds": 209370.27164680883, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3434097107479147, "fast_rcnn/fg_cls_accuracy": 0.6229130071456588, "iteration": 59519, "loss_box_reg": 0.21254438534379005, "loss_cls": 0.17600424587726593, "loss_mask": 0.23287170566618443, "loss_rpn_cls": 0.03431591158732772, "loss_rpn_loc": 0.06459942681249231, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988324255447766, "mask_rcnn/false_negative": 0.096556652577923, "mask_rcnn/false_positive": 0.11058722004515437, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9599528110120445, "total_loss": 0.7285288628190756}
{"data_time": 0.015491578727960587, "eta_seconds": 209461.12527256366, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3791417830411271, "fast_rcnn/fg_cls_accuracy": 0.6031310747014718, "iteration": 59539, "loss_box_reg": 0.22929107397794724, "loss_cls": 0.195733355358243, "loss_mask": 0.2514970153570175, "loss_rpn_cls": 0.0423145059030503, "loss_rpn_loc": 0.07460695342160761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876829235751651, "mask_rcnn/false_negative": 0.09739851270214706, "mask_rcnn/false_positive": 0.11568423612901083, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9938207459636033, "total_loss": 0.8055644583655521}
{"data_time": 0.015033472562208772, "eta_seconds": 209724.7002230212, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2732009333404041, "fast_rcnn/fg_cls_accuracy": 0.708946608946609, "iteration": 59559, "loss_box_reg": 0.22053362987935543, "loss_cls": 0.18807913549244404, "loss_mask": 0.2438428457826376, "loss_rpn_cls": 0.038473493536002934, "loss_rpn_loc": 0.07479898596648127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991326597850526, "mask_rcnn/false_negative": 0.08934658119146077, "mask_rcnn/false_positive": 0.10452345766063277, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0088500129058957, "total_loss": 0.7744651871034876}
{"data_time": 0.01465293811634183, "eta_seconds": 209421.31511856336, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.309163709001409, "fast_rcnn/fg_cls_accuracy": 0.6497174189054056, "iteration": 59579, "loss_box_reg": 0.25364944711327553, "loss_cls": 0.1957629956305027, "loss_mask": 0.24955906346440315, "loss_rpn_cls": 0.0377940432226751, "loss_rpn_loc": 0.06919767032377422, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032974156430313, "mask_rcnn/false_negative": 0.08420502903352288, "mask_rcnn/false_positive": 0.11204311832256099, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9633879151660949, "total_loss": 0.8316731848753989}
{"data_time": 0.0144531293772161, "eta_seconds": 209539.42678123713, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.38518603058662404, "fast_rcnn/fg_cls_accuracy": 0.6012925170068028, "iteration": 59599, "loss_box_reg": 0.22037671692669392, "loss_cls": 0.19080466963350773, "loss_mask": 0.2572044562548399, "loss_rpn_cls": 0.03864968102425337, "loss_rpn_loc": 0.07265550759620965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960190269341908, "mask_rcnn/false_negative": 0.09270095025591202, "mask_rcnn/false_positive": 0.12510226691298706, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9938619760796428, "total_loss": 0.8027321249246597}
{"data_time": 0.02263581706210971, "eta_seconds": 209381.50496456306, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3375169422607753, "fast_rcnn/fg_cls_accuracy": 0.5972602739726027, "iteration": 59619, "loss_box_reg": 0.21578369103372097, "loss_cls": 0.17443288443610072, "loss_mask": 0.2423404622823, "loss_rpn_cls": 0.03256489138584584, "loss_rpn_loc": 0.06499396986328065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882175900615525, "mask_rcnn/false_negative": 0.09677048674847206, "mask_rcnn/false_positive": 0.1260853195017372, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0024851828347892, "total_loss": 0.7759526870213449}
{"data_time": 0.01643459894694388, "eta_seconds": 209629.59454391152, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31888955342902714, "fast_rcnn/fg_cls_accuracy": 0.6672149122807017, "iteration": 59639, "loss_box_reg": 0.22901234589517117, "loss_cls": 0.20077908970415592, "loss_mask": 0.25474788434803486, "loss_rpn_cls": 0.03623436886118725, "loss_rpn_loc": 0.06957733840681612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849837662337663, "mask_rcnn/false_negative": 0.09274615859221721, "mask_rcnn/false_positive": 0.120811758874031, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.010586858028546, "total_loss": 0.8272347875172272}
{"data_time": 0.02409309195354581, "eta_seconds": 209625.04012977704, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3148961866584438, "fast_rcnn/fg_cls_accuracy": 0.6603053435114503, "iteration": 59659, "loss_box_reg": 0.2534616934135556, "loss_cls": 0.20343309734016657, "loss_mask": 0.24715844355523586, "loss_rpn_cls": 0.042531113838776946, "loss_rpn_loc": 0.09083310724236071, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028545485153903, "mask_rcnn/false_negative": 0.09017295228175913, "mask_rcnn/false_positive": 0.11335446122413888, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0002804300747812, "total_loss": 0.8743942787405103}
{"data_time": 0.017608745489269495, "eta_seconds": 209605.1081111282, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3029136594493451, "fast_rcnn/fg_cls_accuracy": 0.6865973072215422, "iteration": 59679, "loss_box_reg": 0.2236159211024642, "loss_cls": 0.1734772240743041, "loss_mask": 0.24567055888473988, "loss_rpn_cls": 0.037186063709668815, "loss_rpn_loc": 0.08505853731185198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868381966574005, "mask_rcnn/false_negative": 0.09407343395164694, "mask_rcnn/false_positive": 0.12953280124163719, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9978050210047513, "total_loss": 0.7762470961315557}
{"data_time": 0.021171920699998736, "eta_seconds": 209630.10993073694, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3012755102040816, "fast_rcnn/fg_cls_accuracy": 0.6627139328353819, "iteration": 59699, "loss_box_reg": 0.22486233711242676, "loss_cls": 0.18268168810755014, "loss_mask": 0.24696113727986813, "loss_rpn_cls": 0.03606603294610977, "loss_rpn_loc": 0.07228129217401147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941969106236598, "mask_rcnn/false_negative": 0.08255457940153194, "mask_rcnn/false_positive": 0.13261232392691363, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0164671847596765, "total_loss": 0.7652504919096828}
{"data_time": 0.019501305650919676, "eta_seconds": 209652.9198491294, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2990783822476736, "fast_rcnn/fg_cls_accuracy": 0.6743280940668306, "iteration": 59719, "loss_box_reg": 0.21245447732508183, "loss_cls": 0.1844569742679596, "loss_mask": 0.25003751181066036, "loss_rpn_cls": 0.0392126627266407, "loss_rpn_loc": 0.07689803978428245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995811279057078, "mask_rcnn/false_negative": 0.0836477358605747, "mask_rcnn/false_positive": 0.12594202126144557, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.006617458537221, "total_loss": 0.7737698318669572}
{"data_time": 0.031232635024935007, "eta_seconds": 209558.44119098037, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2972513743128436, "fast_rcnn/fg_cls_accuracy": 0.6681159420289855, "iteration": 59739, "loss_box_reg": 0.2323381919413805, "loss_cls": 0.18374082585796714, "loss_mask": 0.24692062474787235, "loss_rpn_cls": 0.04003812582232058, "loss_rpn_loc": 0.0772665455006063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992327732817265, "mask_rcnn/false_negative": 0.09109314052623882, "mask_rcnn/false_positive": 0.10984862341074056, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0048430352471769, "total_loss": 0.7668083352036774}
{"data_time": 0.015132197877392173, "eta_seconds": 209525.38003653288, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3630075216824008, "fast_rcnn/fg_cls_accuracy": 0.6015288544358312, "iteration": 59759, "loss_box_reg": 0.22518347576260567, "loss_cls": 0.19571556523442268, "loss_mask": 0.25033112429082394, "loss_rpn_cls": 0.04108674684539437, "loss_rpn_loc": 0.08062530972529203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833250797360768, "mask_rcnn/false_negative": 0.09376712605555412, "mask_rcnn/false_positive": 0.1283626876267221, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0031812677625567, "total_loss": 0.8058383690658957}
{"data_time": 0.01350593683309853, "eta_seconds": 209100.95312278252, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.36820083682008364, "fast_rcnn/fg_cls_accuracy": 0.6072101841820152, "iteration": 59779, "loss_box_reg": 0.25192045606672764, "loss_cls": 0.19928166922181845, "loss_mask": 0.24889634363353252, "loss_rpn_cls": 0.04129679407924414, "loss_rpn_loc": 0.08087562187574804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855002284130823, "mask_rcnn/false_negative": 0.10183881529389381, "mask_rcnn/false_positive": 0.11760292566641536, "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": 0.9777715934906155, "total_loss": 0.8422237255144864}
{"data_time": 0.01459751115180552, "eta_seconds": 209362.98789568245, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32643003064351384, "fast_rcnn/fg_cls_accuracy": 0.6630046179055564, "iteration": 59799, "loss_box_reg": 0.20545777305960655, "loss_cls": 0.1747126467525959, "loss_mask": 0.2528254855424166, "loss_rpn_cls": 0.04112473165150732, "loss_rpn_loc": 0.08488681213930249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978131007356018, "mask_rcnn/false_negative": 0.09345380666441289, "mask_rcnn/false_positive": 0.11818038968185311, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9898167245555669, "total_loss": 0.8368414181168191}
{"data_time": 0.021626272471621633, "eta_seconds": 209147.39071635995, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31886838271005347, "fast_rcnn/fg_cls_accuracy": 0.6670946733029757, "iteration": 59819, "loss_box_reg": 0.24362611956894398, "loss_cls": 0.18687456753104925, "loss_mask": 0.2530089486390352, "loss_rpn_cls": 0.04329165420494974, "loss_rpn_loc": 0.07645166711881757, "lr": 0.0001, "mask_rcnn/accuracy": 0.89057575683694, "mask_rcnn/false_negative": 0.10197263109125429, "mask_rcnn/false_positive": 0.1315228290297023, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9886245636735111, "total_loss": 0.8232057585846633}
{"data_time": 0.013923201942816377, "eta_seconds": 208912.21117617562, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3206128663875143, "fast_rcnn/fg_cls_accuracy": 0.6367016049787095, "iteration": 59839, "loss_box_reg": 0.23778430745005608, "loss_cls": 0.19869950599968433, "loss_mask": 0.2601257599890232, "loss_rpn_cls": 0.04331318766344339, "loss_rpn_loc": 0.09620095265563577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850619929782702, "mask_rcnn/false_negative": 0.09082267748887199, "mask_rcnn/false_positive": 0.13588689136755974, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9712014985270798, "total_loss": 0.8312178077176213}
{"data_time": 0.015486028045415878, "eta_seconds": 208931.94687400945, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.30133391646621477, "fast_rcnn/fg_cls_accuracy": 0.6509090625097622, "iteration": 59859, "loss_box_reg": 0.2222688915207982, "loss_cls": 0.18455199990421534, "loss_mask": 0.2529722284525633, "loss_rpn_cls": 0.034050299786031246, "loss_rpn_loc": 0.0652101063169539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914987153963296, "mask_rcnn/false_negative": 0.09423569236704901, "mask_rcnn/false_positive": 0.1106445841833882, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9933390035293996, "total_loss": 0.7892692775931209}
{"data_time": 0.014691168675199151, "eta_seconds": 208804.15176202543, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3977611940298508, "fast_rcnn/fg_cls_accuracy": 0.5889836531627577, "iteration": 59879, "loss_box_reg": 0.22902748174965382, "loss_cls": 0.20031424053013325, "loss_mask": 0.23751909472048283, "loss_rpn_cls": 0.03974547772668302, "loss_rpn_loc": 0.06911579612642527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933093366796556, "mask_rcnn/false_negative": 0.09349863821592527, "mask_rcnn/false_positive": 0.10851141622452343, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9925136254169047, "total_loss": 0.7567061055451632}
{"data_time": 0.016580383758991957, "eta_seconds": 208724.8423730256, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35990975935828873, "fast_rcnn/fg_cls_accuracy": 0.6294619465548861, "iteration": 59899, "loss_box_reg": 0.23008832894265652, "loss_cls": 0.20255650579929352, "loss_mask": 0.255118390545249, "loss_rpn_cls": 0.03736445773392916, "loss_rpn_loc": 0.07761644187849015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970026280774743, "mask_rcnn/false_negative": 0.093673715006155, "mask_rcnn/false_positive": 0.12117981267752628, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9929699611384422, "total_loss": 0.8086328783538193}
{"data_time": 0.019237132277339697, "eta_seconds": 208633.8553006202, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.33236867829397543, "fast_rcnn/fg_cls_accuracy": 0.6459899749373434, "iteration": 59919, "loss_box_reg": 0.24076898954808712, "loss_cls": 0.19112615287303925, "loss_mask": 0.2446720041334629, "loss_rpn_cls": 0.040148414904251695, "loss_rpn_loc": 0.0858745074365288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944043468064821, "mask_rcnn/false_negative": 0.09084506174305804, "mask_rcnn/false_positive": 0.12424110477106079, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9646420290227979, "total_loss": 0.7851771365385503}
{"data_time": 0.0159530034288764, "eta_seconds": 208613.99297623895, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.29508196721311475, "fast_rcnn/fg_cls_accuracy": 0.6635726091034976, "iteration": 59939, "loss_box_reg": 0.24582556262612343, "loss_cls": 0.19941597804427147, "loss_mask": 0.25908426009118557, "loss_rpn_cls": 0.035024663200601935, "loss_rpn_loc": 0.07153076003305614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937106088093553, "mask_rcnn/false_negative": 0.1012033895734678, "mask_rcnn/false_positive": 0.11460277953734646, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0094363291282207, "total_loss": 0.8213585347402841}
{"data_time": 0.014621221460402012, "eta_seconds": 208645.51538521424, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.32297898450682616, "fast_rcnn/fg_cls_accuracy": 0.6553060643572549, "iteration": 59959, "loss_box_reg": 0.2315145954489708, "loss_cls": 0.18769832886755466, "loss_mask": 0.25536815263330936, "loss_rpn_cls": 0.03702600370161235, "loss_rpn_loc": 0.07036883849650621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857032784619602, "mask_rcnn/false_negative": 0.10252350170767602, "mask_rcnn/false_positive": 0.1320844982554615, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0080842364113778, "total_loss": 0.7816985012032092}
{"data_time": 0.015145508572459221, "eta_seconds": 208625.64816798083, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3354465378994351, "fast_rcnn/fg_cls_accuracy": 0.6436507936507937, "iteration": 59979, "loss_box_reg": 0.24011206813156605, "loss_cls": 0.20355972461402416, "loss_mask": 0.271528797224164, "loss_rpn_cls": 0.04685466061346233, "loss_rpn_loc": 0.08647531177848577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969773231192697, "mask_rcnn/false_negative": 0.10147777476805953, "mask_rcnn/false_positive": 0.1178293336904073, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.996836895821616, "total_loss": 0.8656425855588168}
{"bbox/AP": 39.13030411121641, "bbox/AP-airplane": 61.004979956736015, "bbox/AP-apple": 15.387252575621105, "bbox/AP-backpack": 12.908677757413564, "bbox/AP-banana": 22.956750335923417, "bbox/AP-baseball bat": 28.654729682675466, "bbox/AP-baseball glove": 37.4936134264771, "bbox/AP-bear": 66.53177460037892, "bbox/AP-bed": 43.92872698752094, "bbox/AP-bench": 23.028529990547042, "bbox/AP-bicycle": 31.158125386409868, "bbox/AP-bird": 35.627212488265236, "bbox/AP-boat": 26.220491503454095, "bbox/AP-book": 12.930595887529565, "bbox/AP-bottle": 38.68001076956198, "bbox/AP-bowl": 39.96643493222527, "bbox/AP-broccoli": 20.800033235826383, "bbox/AP-bus": 61.77270559700799, "bbox/AP-cake": 36.13473242753405, "bbox/AP-car": 41.82960068068529, "bbox/AP-carrot": 21.81102046012614, "bbox/AP-cat": 64.00666285948992, "bbox/AP-cell phone": 33.33196593113167, "bbox/AP-chair": 26.064692277430325, "bbox/AP-clock": 49.66148896010639, "bbox/AP-couch": 37.56490452171285, "bbox/AP-cow": 54.517760780606004, "bbox/AP-cup": 40.390871203273534, "bbox/AP-dining table": 24.722626888462848, "bbox/AP-dog": 62.4595622694342, "bbox/AP-donut": 47.4255180781853, "bbox/AP-elephant": 61.153697327977866, "bbox/AP-fire hydrant": 67.78151910275628, "bbox/AP-fork": 30.074911956110217, "bbox/AP-frisbee": 64.94017221639083, "bbox/AP-giraffe": 63.67844018245577, "bbox/AP-hair drier": 2.284843869002285, "bbox/AP-handbag": 13.323101001355806, "bbox/AP-horse": 57.84981164408235, "bbox/AP-hot dog": 28.962179347204625, "bbox/AP-keyboard": 45.64607186024018, "bbox/AP-kite": 44.59737190740803, "bbox/AP-knife": 16.294819831861656, "bbox/AP-laptop": 56.571665835708096, "bbox/AP-microwave": 49.909878873765365, "bbox/AP-motorcycle": 40.69352628433383, "bbox/AP-mouse": 58.53099418726476, "bbox/AP-orange": 28.77041548367112, "bbox/AP-oven": 30.413199649470208, "bbox/AP-parking meter": 43.83956109800727, "bbox/AP-person": 53.21593172774431, "bbox/AP-pizza": 49.852483651827676, "bbox/AP-potted plant": 24.2973879627032, "bbox/AP-refrigerator": 46.55685451592384, "bbox/AP-remote": 30.878315819228547, "bbox/AP-sandwich": 26.414940032652574, "bbox/AP-scissors": 25.379149761097153, "bbox/AP-sheep": 48.894771944398514, "bbox/AP-sink": 35.43988476872913, "bbox/AP-skateboard": 46.24422546605249, "bbox/AP-skis": 19.576767072138377, "bbox/AP-snowboard": 33.6218346640897, "bbox/AP-spoon": 13.447381336847172, "bbox/AP-sports ball": 48.820806290879766, "bbox/AP-stop sign": 62.469550571310506, "bbox/AP-suitcase": 36.06538297555241, "bbox/AP-surfboard": 38.35544408174667, "bbox/AP-teddy bear": 41.71429797465768, "bbox/AP-tennis racket": 44.961224825644415, "bbox/AP-tie": 29.198538365312306, "bbox/AP-toaster": 35.969806440103476, "bbox/AP-toilet": 55.438645312020405, "bbox/AP-toothbrush": 25.328075725163536, "bbox/AP-traffic light": 27.12692241637627, "bbox/AP-train": 58.432313678554735, "bbox/AP-truck": 33.754658835894595, "bbox/AP-tv": 49.67373400395399, "bbox/AP-umbrella": 36.77723360179571, "bbox/AP-vase": 34.34865628296615, "bbox/AP-wine glass": 31.979460836073066, "bbox/AP-zebra": 61.90141384505582, "bbox/AP50": 61.65475796628601, "bbox/AP75": 42.85999976678803, "bbox/APl": 49.48726825657873, "bbox/APm": 42.243227094117294, "bbox/APs": 25.15043968442946, "data_time": 0.01619437662884593, "eta_seconds": 208574.07863019034, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3271425495262705, "fast_rcnn/fg_cls_accuracy": 0.6500566834999484, "iteration": 59999, "loss_box_reg": 0.24045370519161224, "loss_cls": 0.19289395678788424, "loss_mask": 0.25099959783256054, "loss_rpn_cls": 0.037189370254054666, "loss_rpn_loc": 0.08307461894582957, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962087020122734, "mask_rcnn/false_negative": 0.09646422963467982, "mask_rcnn/false_positive": 0.11474812723269376, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "segm/AP": 36.697869150993476, "segm/AP-airplane": 51.257002946821096, "segm/AP-apple": 15.550426077044687, "segm/AP-backpack": 13.927574514718675, "segm/AP-banana": 19.060144502286064, "segm/AP-baseball bat": 26.233400193714008, "segm/AP-baseball glove": 42.0848357326041, "segm/AP-bear": 67.13071811574227, "segm/AP-bed": 35.55125624095366, "segm/AP-bench": 17.152292799284485, "segm/AP-bicycle": 18.84472414168501, "segm/AP-bird": 30.7008405668042, "segm/AP-boat": 23.34911788632992, "segm/AP-book": 9.318939729615227, "segm/AP-bottle": 37.98753237021793, "segm/AP-bowl": 38.59110781367652, "segm/AP-broccoli": 20.651944989820333, "segm/AP-bus": 63.150320335707654, "segm/AP-cake": 36.912692851194954, "segm/AP-car": 39.6869321627791, "segm/AP-carrot": 19.635227589659753, "segm/AP-cat": 67.10540348478827, "segm/AP-cell phone": 33.981924619789055, "segm/AP-chair": 18.04150052433818, "segm/AP-clock": 50.84793262300887, "segm/AP-couch": 33.968750320628686, "segm/AP-cow": 48.236900619614126, "segm/AP-cup": 41.79331400913204, "segm/AP-dining table": 13.930577384370215, "segm/AP-dog": 61.94443343826581, "segm/AP-donut": 49.876865999275076, "segm/AP-elephant": 55.06106222941053, "segm/AP-fire hydrant": 65.35716760156366, "segm/AP-fork": 14.700275399324841, "segm/AP-frisbee": 65.6528350214725, "segm/AP-giraffe": 51.71876506901704, "segm/AP-hair drier": 0.5337925096857511, "segm/AP-handbag": 14.322476914101879, "segm/AP-horse": 42.303548668598054, "segm/AP-hot dog": 24.189669166922222, "segm/AP-keyboard": 47.174459469749046, "segm/AP-kite": 33.5693984034036, "segm/AP-knife": 11.20913294830883, "segm/AP-laptop": 58.83733162353104, "segm/AP-microwave": 53.15558087297195, "segm/AP-motorcycle": 33.47872723940479, "segm/AP-mouse": 58.39617387396198, "segm/AP-orange": 29.730937483806073, "segm/AP-oven": 28.72068101580273, "segm/AP-parking meter": 46.145467112527896, "segm/AP-person": 46.63328375370346, "segm/AP-pizza": 50.39438845482977, "segm/AP-potted plant": 22.498567192740566, "segm/AP-refrigerator": 49.20887623549525, "segm/AP-remote": 29.215728169277604, "segm/AP-sandwich": 28.597010745493805, "segm/AP-scissors": 19.496686797296977, "segm/AP-sheep": 44.128032976083794, "segm/AP-sink": 35.26427959535594, "segm/AP-skateboard": 29.11543800745577, "segm/AP-skis": 2.4622980758818045, "segm/AP-snowboard": 22.010188438395083, "segm/AP-spoon": 9.930160611152305, "segm/AP-sports ball": 49.15370480458874, "segm/AP-stop sign": 65.49414191969198, "segm/AP-suitcase": 38.09113887867412, "segm/AP-surfboard": 32.89242538368687, "segm/AP-teddy bear": 42.18593837885681, "segm/AP-tennis racket": 54.91462601740788, "segm/AP-tie": 28.98077256548272, "segm/AP-toaster": 42.20908036749621, "segm/AP-toilet": 55.16150838728046, "segm/AP-toothbrush": 13.77519036914471, "segm/AP-traffic light": 26.8442631010746, "segm/AP-train": 59.21839336856121, "segm/AP-truck": 34.66435853250244, "segm/AP-tv": 53.75457159115582, "segm/AP-umbrella": 46.8325025217217, "segm/AP-vase": 35.291972088591855, "segm/AP-wine glass": 29.957452841961008, "segm/AP-zebra": 56.690434701002545, "segm/AP50": 58.64324002511382, "segm/AP75": 39.268069655178515, "segm/APl": 51.65245869181167, "segm/APm": 39.71782362850874, "segm/APs": 19.44176849587826, "time": 0.9919016978237778, "total_loss": 0.834509018342942}
{"data_time": 0.012806753860786557, "eta_seconds": 208554.21443222556, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3745055735346997, "fast_rcnn/fg_cls_accuracy": 0.6042250988852931, "iteration": 60019, "loss_box_reg": 0.237338837236166, "loss_cls": 0.18574923183768988, "loss_mask": 0.2622681204229593, "loss_rpn_cls": 0.037507069762796164, "loss_rpn_loc": 0.0724583063274622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783033302606758, "mask_rcnn/false_negative": 0.10389962355094008, "mask_rcnn/false_positive": 0.15198831832909757, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.97856600349769, "total_loss": 0.8241143936756998}
{"data_time": 0.013815982965752482, "eta_seconds": 208562.71484856494, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.31763975353065743, "fast_rcnn/fg_cls_accuracy": 0.6580915891260719, "iteration": 60039, "loss_box_reg": 0.22849786933511496, "loss_cls": 0.20556511357426643, "loss_mask": 0.2584899477660656, "loss_rpn_cls": 0.03929004806559533, "loss_rpn_loc": 0.06889090198092163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953636425942322, "mask_rcnn/false_negative": 0.10114439596924502, "mask_rcnn/false_positive": 0.11316548035737516, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.989187145140022, "total_loss": 0.7936993872281164}
{"data_time": 0.018968557473272085, "eta_seconds": 208601.8428576691, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32946072481359456, "fast_rcnn/fg_cls_accuracy": 0.6388937055661522, "iteration": 60059, "loss_box_reg": 0.2295782770961523, "loss_cls": 0.19078726507723331, "loss_mask": 0.2513687703758478, "loss_rpn_cls": 0.03944733808748424, "loss_rpn_loc": 0.10039491066709161, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989541806094907, "mask_rcnn/false_negative": 0.08676702612256307, "mask_rcnn/false_positive": 0.11812459623626766, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0079698953777552, "total_loss": 0.8021912705153227}
{"data_time": 0.025068840011954308, "eta_seconds": 208581.97033762932, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.322473983166798, "fast_rcnn/fg_cls_accuracy": 0.6500802568218299, "iteration": 60079, "loss_box_reg": 0.24661356583237648, "loss_cls": 0.20963730942457914, "loss_mask": 0.24456163868308067, "loss_rpn_cls": 0.035465421504341066, "loss_rpn_loc": 0.08448543585836887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871496973667277, "mask_rcnn/false_negative": 0.09735912530067459, "mask_rcnn/false_positive": 0.12446863930399127, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9814544108230621, "total_loss": 0.8191527409944683}
{"data_time": 0.013705861056223512, "eta_seconds": 208562.09781758953, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.29694136385087305, "fast_rcnn/fg_cls_accuracy": 0.6669471760717463, "iteration": 60099, "loss_box_reg": 0.23534858273342252, "loss_cls": 0.193752558901906, "loss_mask": 0.2428790144622326, "loss_rpn_cls": 0.034934349125251174, "loss_rpn_loc": 0.07631490286439657, "lr": 0.0001, "mask_rcnn/accuracy": 0.9082739041424776, "mask_rcnn/false_negative": 0.08731887392009097, "mask_rcnn/false_positive": 0.1060458260500605, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0047434943262488, "total_loss": 0.7914021292235702}
{"data_time": 0.01617612107656896, "eta_seconds": 208542.22529754974, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.37234484059611395, "fast_rcnn/fg_cls_accuracy": 0.6110013751718966, "iteration": 60119, "loss_box_reg": 0.20650100894272327, "loss_cls": 0.17477093916386366, "loss_mask": 0.2487878017127514, "loss_rpn_cls": 0.03823773155454546, "loss_rpn_loc": 0.06719159649219364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936653849397356, "mask_rcnn/false_negative": 0.09056198114042777, "mask_rcnn/false_positive": 0.1304790332790854, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9939461019821465, "total_loss": 0.7362130010733381}
{"data_time": 0.015984132885932922, "eta_seconds": 208537.11936269887, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3117732558139535, "fast_rcnn/fg_cls_accuracy": 0.6584683357879234, "iteration": 60139, "loss_box_reg": 0.21369321923702955, "loss_cls": 0.18564394768327475, "loss_mask": 0.2537478357553482, "loss_rpn_cls": 0.03443695930764079, "loss_rpn_loc": 0.07220999617129564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819928744693754, "mask_rcnn/false_negative": 0.09418081533663575, "mask_rcnn/false_positive": 0.12149287579578057, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9972002010326833, "total_loss": 0.7731992551125586}
{"data_time": 0.01533954101614654, "eta_seconds": 208635.97469085827, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.385958485958486, "fast_rcnn/fg_cls_accuracy": 0.591099090238505, "iteration": 60159, "loss_box_reg": 0.22464530728757381, "loss_cls": 0.1922518340870738, "loss_mask": 0.2502525169402361, "loss_rpn_cls": 0.03576569043798372, "loss_rpn_loc": 0.06859743630047888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812820992093299, "mask_rcnn/false_negative": 0.09648985785825831, "mask_rcnn/false_positive": 0.12398710321558058, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9605497049633414, "total_loss": 0.7929483212064952}
{"data_time": 0.01828277437016368, "eta_seconds": 208616.08944736887, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3584018801410106, "fast_rcnn/fg_cls_accuracy": 0.6246914722942121, "iteration": 60179, "loss_box_reg": 0.2445668913424015, "loss_cls": 0.19323008134961128, "loss_mask": 0.25959135219454765, "loss_rpn_cls": 0.03671578329522163, "loss_rpn_loc": 0.06620244262740016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869577578142802, "mask_rcnn/false_negative": 0.09256343240225542, "mask_rcnn/false_positive": 0.11866830071302217, "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": 0.9931068290024996, "total_loss": 0.7789837864693254}
{"data_time": 0.01649945229291916, "eta_seconds": 208781.72298837453, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3353912256897331, "fast_rcnn/fg_cls_accuracy": 0.6587334014300306, "iteration": 60199, "loss_box_reg": 0.2207006774842739, "loss_cls": 0.19030381739139557, "loss_mask": 0.26973279006779194, "loss_rpn_cls": 0.03787205903790891, "loss_rpn_loc": 0.07746937614865601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906413124976273, "mask_rcnn/false_negative": 0.0984560009686793, "mask_rcnn/false_positive": 0.123432809368516, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0021611666306853, "total_loss": 0.8035530822817236}
{"data_time": 0.012755429605022073, "eta_seconds": 208442.8626973508, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3431438127090301, "fast_rcnn/fg_cls_accuracy": 0.6246764123648546, "iteration": 60219, "loss_box_reg": 0.2286478877067566, "loss_cls": 0.19162810780107975, "loss_mask": 0.2467945721000433, "loss_rpn_cls": 0.037101366790011525, "loss_rpn_loc": 0.07728533656336367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805481753851319, "mask_rcnn/false_negative": 0.0937827280638929, "mask_rcnn/false_positive": 0.13082107542938207, "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": 0.9712408094201237, "total_loss": 0.7914379481226206}
{"data_time": 0.013697241898626089, "eta_seconds": 208335.70825461298, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.33408748114630465, "fast_rcnn/fg_cls_accuracy": 0.6326050641814664, "iteration": 60239, "loss_box_reg": 0.22147188521921635, "loss_cls": 0.1870489390566945, "loss_mask": 0.23730182461440563, "loss_rpn_cls": 0.04033502552192658, "loss_rpn_loc": 0.06965518498327583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934165806993967, "mask_rcnn/false_negative": 0.1002289044231967, "mask_rcnn/false_positive": 0.10798290508079705, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9771654396317899, "total_loss": 0.7558835635427386}
{"data_time": 0.014453517505899072, "eta_seconds": 208334.8511868948, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3678845101258894, "fast_rcnn/fg_cls_accuracy": 0.61750212404418, "iteration": 60259, "loss_box_reg": 0.22028682567179203, "loss_cls": 0.1968724625185132, "loss_mask": 0.2570310514420271, "loss_rpn_cls": 0.042211988591589034, "loss_rpn_loc": 0.09349760413169861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891406776463109, "mask_rcnn/false_negative": 0.09741414090144426, "mask_rcnn/false_positive": 0.12380627900243092, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9834445626474917, "total_loss": 0.8183714484330267}
{"data_time": 0.02410254837013781, "eta_seconds": 208314.98517648317, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3011630388390952, "fast_rcnn/fg_cls_accuracy": 0.6707139388052452, "iteration": 60279, "loss_box_reg": 0.2197144329547882, "loss_cls": 0.18283827556297183, "loss_mask": 0.25707515329122543, "loss_rpn_cls": 0.03306111181154847, "loss_rpn_loc": 0.06757405144162476, "lr": 0.0001, "mask_rcnn/accuracy": 0.89413969104217, "mask_rcnn/false_negative": 0.09596030733994906, "mask_rcnn/false_positive": 0.11145856878726972, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0100862504914403, "total_loss": 0.803826924180612}
{"data_time": 0.01573568186722696, "eta_seconds": 208343.6341065215, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.369806338028169, "fast_rcnn/fg_cls_accuracy": 0.6004550159157928, "iteration": 60299, "loss_box_reg": 0.20762412156909704, "loss_cls": 0.18101005721837282, "loss_mask": 0.24325735680758953, "loss_rpn_cls": 0.030091295717284083, "loss_rpn_loc": 0.0621398207731545, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779941933093437, "mask_rcnn/false_negative": 0.09542202688351425, "mask_rcnn/false_positive": 0.15090235679147979, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9975188709795475, "total_loss": 0.7326370869996026}
{"data_time": 0.023239532252773643, "eta_seconds": 208476.89274294302, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3181637091911448, "fast_rcnn/fg_cls_accuracy": 0.6238304693033139, "iteration": 60319, "loss_box_reg": 0.23000028356909752, "loss_cls": 0.19435355439782143, "loss_mask": 0.24809287302196026, "loss_rpn_cls": 0.04023237823275849, "loss_rpn_loc": 0.07936745788902044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864159413065338, "mask_rcnn/false_negative": 0.10496677422853165, "mask_rcnn/false_positive": 0.13819089224872586, "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": 1.0253843895625323, "total_loss": 0.7815424108994193}
{"data_time": 0.013588390545919538, "eta_seconds": 208370.3496021498, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30867486090403284, "fast_rcnn/fg_cls_accuracy": 0.5889664148849912, "iteration": 60339, "loss_box_reg": 0.21627592016011477, "loss_cls": 0.1764799077063799, "loss_mask": 0.24596747756004333, "loss_rpn_cls": 0.039448192925192416, "loss_rpn_loc": 0.07873232627753168, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008732935198496, "mask_rcnn/false_negative": 0.0894850870417311, "mask_rcnn/false_positive": 0.11208724381792416, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9959087276365608, "total_loss": 0.7611256614327431}
{"data_time": 0.019020434003323317, "eta_seconds": 208350.47262517735, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.34268299189073836, "fast_rcnn/fg_cls_accuracy": 0.6166773367477593, "iteration": 60359, "loss_box_reg": 0.2277800813317299, "loss_cls": 0.19588306732475758, "loss_mask": 0.25312807597219944, "loss_rpn_cls": 0.044143084436655045, "loss_rpn_loc": 0.10220048960763961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980362681292349, "mask_rcnn/false_negative": 0.08873245618964057, "mask_rcnn/false_positive": 0.11982714586793658, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9833736002910882, "total_loss": 0.8033123705536127}
{"data_time": 0.015899210469797254, "eta_seconds": 208585.0659190677, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3419899874843555, "fast_rcnn/fg_cls_accuracy": 0.6430929322519292, "iteration": 60379, "loss_box_reg": 0.23293505981564522, "loss_cls": 0.18507093843072653, "loss_mask": 0.25253251753747463, "loss_rpn_cls": 0.037117876345291734, "loss_rpn_loc": 0.0958031015470624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876318446959204, "mask_rcnn/false_negative": 0.09165595573651009, "mask_rcnn/false_positive": 0.14278029547041432, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.009487948846072, "total_loss": 0.811812977946829}
{"data_time": 0.014533078763633966, "eta_seconds": 208474.49437975883, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.34052125800815375, "fast_rcnn/fg_cls_accuracy": 0.6199741713301765, "iteration": 60399, "loss_box_reg": 0.21916428580880165, "loss_cls": 0.18550525652244687, "loss_mask": 0.25546869821846485, "loss_rpn_cls": 0.04150005744304508, "loss_rpn_loc": 0.08575695171020925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989004351740696, "mask_rcnn/false_negative": 0.08630866303856698, "mask_rcnn/false_positive": 0.1111756877845047, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0046749508474022, "total_loss": 0.754745683632791}
{"data_time": 0.01399583462625742, "eta_seconds": 208454.60177533329, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31498105508598073, "fast_rcnn/fg_cls_accuracy": 0.6567328918322296, "iteration": 60419, "loss_box_reg": 0.22720987349748611, "loss_cls": 0.18285032827407122, "loss_mask": 0.241813313215971, "loss_rpn_cls": 0.03193706995807588, "loss_rpn_loc": 0.09178428864106536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881591383697425, "mask_rcnn/false_negative": 0.0899827543140711, "mask_rcnn/false_positive": 0.122433491881977, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9901781694497913, "total_loss": 0.7855086217168719}
{"data_time": 0.024918969022110105, "eta_seconds": 208375.16767160036, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2798639112903226, "fast_rcnn/fg_cls_accuracy": 0.6833042720139494, "iteration": 60439, "loss_box_reg": 0.21559716667979956, "loss_cls": 0.18659129366278648, "loss_mask": 0.23870586045086384, "loss_rpn_cls": 0.041053160734009, "loss_rpn_loc": 0.08458453346975148, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086163970563963, "mask_rcnn/false_negative": 0.08365450620436934, "mask_rcnn/false_positive": 0.11059388678172813, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0348864796105772, "total_loss": 0.7685691909864545}
{"data_time": 0.015573897399008274, "eta_seconds": 208558.0061205756, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3010204081632653, "fast_rcnn/fg_cls_accuracy": 0.6814251639833036, "iteration": 60459, "loss_box_reg": 0.2509301817044616, "loss_cls": 0.19080580491572618, "loss_mask": 0.2594750877469778, "loss_rpn_cls": 0.04261696944013238, "loss_rpn_loc": 0.08494012703886256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901283107131731, "mask_rcnn/false_negative": 0.0916106760543044, "mask_rcnn/false_positive": 0.12229733955618019, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0168043582234532, "total_loss": 0.8409157793503255}
{"data_time": 0.015772002283483744, "eta_seconds": 208394.92396205664, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3060569528164623, "fast_rcnn/fg_cls_accuracy": 0.6485709413692816, "iteration": 60479, "loss_box_reg": 0.22949364222586155, "loss_cls": 0.18860126100480556, "loss_mask": 0.24792294204235077, "loss_rpn_cls": 0.04319757746998221, "loss_rpn_loc": 0.088138731662184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882888210014472, "mask_rcnn/false_negative": 0.0982137923461793, "mask_rcnn/false_positive": 0.12611127528905602, "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": 0.9724893616512418, "total_loss": 0.8089700094424188}
{"data_time": 0.024891975102946162, "eta_seconds": 208297.92555153836, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3441628264208909, "fast_rcnn/fg_cls_accuracy": 0.6360215728082277, "iteration": 60499, "loss_box_reg": 0.22453312575817108, "loss_cls": 0.17603552667424083, "loss_mask": 0.24216045625507832, "loss_rpn_cls": 0.034073618007823825, "loss_rpn_loc": 0.059661534265615046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941431257701903, "mask_rcnn/false_negative": 0.11643053969443451, "mask_rcnn/false_positive": 0.12227074696986188, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0230810032226145, "total_loss": 0.7746568822767586}
{"data_time": 0.01639979495666921, "eta_seconds": 208355.13875320554, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.34260766913620455, "fast_rcnn/fg_cls_accuracy": 0.6168136450642603, "iteration": 60519, "loss_box_reg": 0.2230554185807705, "loss_cls": 0.18910352047532797, "loss_mask": 0.24597050994634628, "loss_rpn_cls": 0.04433255968615413, "loss_rpn_loc": 0.08803180349059403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899813204660143, "mask_rcnn/false_negative": 0.09102139436765656, "mask_rcnn/false_positive": 0.12859031837744728, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9871637094765902, "total_loss": 0.7790508209727705}
{"data_time": 0.01608419744297862, "eta_seconds": 208478.38103472255, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3119877049180328, "fast_rcnn/fg_cls_accuracy": 0.6593113867684478, "iteration": 60539, "loss_box_reg": 0.2256928998976946, "loss_cls": 0.18797209486365318, "loss_mask": 0.2514820918440819, "loss_rpn_cls": 0.03869735775515437, "loss_rpn_loc": 0.057249535573646426, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941562892396709, "mask_rcnn/false_negative": 0.08911179746307207, "mask_rcnn/false_positive": 0.10827811995171424, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0187129620462656, "total_loss": 0.7848286309745163}
{"data_time": 0.013933994807302952, "eta_seconds": 208238.26982107013, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3235206135102796, "fast_rcnn/fg_cls_accuracy": 0.6482375531477164, "iteration": 60559, "loss_box_reg": 0.24696044996380806, "loss_cls": 0.1869968455284834, "loss_mask": 0.2559614051133394, "loss_rpn_cls": 0.03242235886864364, "loss_rpn_loc": 0.06770463613793254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933454179445434, "mask_rcnn/false_negative": 0.09874781438644395, "mask_rcnn/false_positive": 0.11691954221644141, "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": 0.9879576924722642, "total_loss": 0.7944037017878145}
{"data_time": 0.014090019278228283, "eta_seconds": 208438.56849179603, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.33204194431530554, "fast_rcnn/fg_cls_accuracy": 0.6248171368861024, "iteration": 60579, "loss_box_reg": 0.24197578988969326, "loss_cls": 0.19344660267233849, "loss_mask": 0.2535476181656122, "loss_rpn_cls": 0.044092625263147056, "loss_rpn_loc": 0.08264148770831525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851622189677588, "mask_rcnn/false_negative": 0.09771756065502471, "mask_rcnn/false_positive": 0.12526534754919433, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9958297349512577, "total_loss": 0.853705499204807}
{"data_time": 0.014138685073703527, "eta_seconds": 208275.56833550334, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2775862068965517, "fast_rcnn/fg_cls_accuracy": 0.6917629420583826, "iteration": 60599, "loss_box_reg": 0.2208124492317438, "loss_cls": 0.1717061586678028, "loss_mask": 0.25289030000567436, "loss_rpn_cls": 0.03471145103685558, "loss_rpn_loc": 0.06935079582035542, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079621411245602, "mask_rcnn/false_negative": 0.09824419314116553, "mask_rcnn/false_positive": 0.10003273497277604, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9864774325396866, "total_loss": 0.7484161532483995}
{"data_time": 0.015384736470878124, "eta_seconds": 208196.18537449744, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.31908433406113534, "fast_rcnn/fg_cls_accuracy": 0.672827743902439, "iteration": 60619, "loss_box_reg": 0.20849606674164534, "loss_cls": 0.18267700355499983, "loss_mask": 0.24795940332114697, "loss_rpn_cls": 0.036395653849467635, "loss_rpn_loc": 0.08016636106185615, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026909304687083, "mask_rcnn/false_negative": 0.0943087294236265, "mask_rcnn/false_positive": 0.11374376452673765, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9922363094519824, "total_loss": 0.7947412566281855}
{"data_time": 0.018747206078842282, "eta_seconds": 208040.2711797133, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3401963045170217, "fast_rcnn/fg_cls_accuracy": 0.6201449901579528, "iteration": 60639, "loss_box_reg": 0.21982064470648766, "loss_cls": 0.1907557975500822, "loss_mask": 0.24362323991954327, "loss_rpn_cls": 0.03633933136006817, "loss_rpn_loc": 0.06989257829263806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810135337531959, "mask_rcnn/false_negative": 0.09946640548810051, "mask_rcnn/false_positive": 0.1321520392928946, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9814938362687826, "total_loss": 0.7658494400093332}
{"data_time": 0.015619302866980433, "eta_seconds": 207848.35808835458, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26676517095678776, "fast_rcnn/fg_cls_accuracy": 0.71901475314052, "iteration": 60659, "loss_box_reg": 0.2239825539290905, "loss_cls": 0.18663732707500458, "loss_mask": 0.2546947840601206, "loss_rpn_cls": 0.04222211963497102, "loss_rpn_loc": 0.08617904270067811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930640031076826, "mask_rcnn/false_negative": 0.09712939936738069, "mask_rcnn/false_positive": 0.1103043522918349, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9619565329048783, "total_loss": 0.7989885931019671}
{"data_time": 0.016286540077999234, "eta_seconds": 207733.74083367176, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.27649900539926114, "fast_rcnn/fg_cls_accuracy": 0.6596618727050183, "iteration": 60679, "loss_box_reg": 0.22809273190796375, "loss_cls": 0.19541463628411293, "loss_mask": 0.2573848981410265, "loss_rpn_cls": 0.04034347482956946, "loss_rpn_loc": 0.0739586774725467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964872194725066, "mask_rcnn/false_negative": 0.0954629877335981, "mask_rcnn/false_positive": 0.10979724497187017, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.97300841845572, "total_loss": 0.7803605527151376}
{"data_time": 0.01651670434512198, "eta_seconds": 207634.44097572938, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.27906222406429637, "fast_rcnn/fg_cls_accuracy": 0.7032238049347186, "iteration": 60699, "loss_box_reg": 0.21868221834301949, "loss_cls": 0.1663959715515375, "loss_mask": 0.24944300949573517, "loss_rpn_cls": 0.03711854899302125, "loss_rpn_loc": 0.07360357604920864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923709008515506, "mask_rcnn/false_negative": 0.08283429626565024, "mask_rcnn/false_positive": 0.10131990325622728, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9977137406822294, "total_loss": 0.7307264155242592}
{"data_time": 0.01678803307004273, "eta_seconds": 207729.2807918787, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2985686630184595, "fast_rcnn/fg_cls_accuracy": 0.6723455902184663, "iteration": 60719, "loss_box_reg": 0.22301759477704763, "loss_cls": 0.17651709727942944, "loss_mask": 0.2564213890582323, "loss_rpn_cls": 0.03972851950675249, "loss_rpn_loc": 0.08809089055284858, "lr": 0.0001, "mask_rcnn/accuracy": 0.889214556321948, "mask_rcnn/false_negative": 0.09849178556644854, "mask_rcnn/false_positive": 0.12075005611713867, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0267460066825151, "total_loss": 0.8162758641410619}
{"data_time": 0.023773014778271317, "eta_seconds": 207756.43854477443, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3135001365564368, "fast_rcnn/fg_cls_accuracy": 0.670392091152815, "iteration": 60739, "loss_box_reg": 0.2257445566356182, "loss_cls": 0.179431339725852, "loss_mask": 0.2484327368438244, "loss_rpn_cls": 0.03901591245085001, "loss_rpn_loc": 0.08350376458838582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929091321395131, "mask_rcnn/false_negative": 0.10077736197131826, "mask_rcnn/false_positive": 0.12229056669226751, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.0129388803616166, "total_loss": 0.804180514649488}
{"data_time": 0.013759247027337551, "eta_seconds": 207628.6651771795, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3363796477495108, "fast_rcnn/fg_cls_accuracy": 0.6356421356421356, "iteration": 60759, "loss_box_reg": 0.225038502831012, "loss_cls": 0.17104419134557247, "loss_mask": 0.2568505723029375, "loss_rpn_cls": 0.036727852071635425, "loss_rpn_loc": 0.08986962959170341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879383662296827, "mask_rcnn/false_negative": 0.08400001000963389, "mask_rcnn/false_positive": 0.14572665758632997, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9690869660116732, "total_loss": 0.7838657150277868}
{"data_time": 0.01603301102295518, "eta_seconds": 207695.775050316, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.324938852631945, "fast_rcnn/fg_cls_accuracy": 0.6411316030463561, "iteration": 60779, "loss_box_reg": 0.20834348257631063, "loss_cls": 0.1791734965518117, "loss_mask": 0.24642744846642017, "loss_rpn_cls": 0.035444467910565436, "loss_rpn_loc": 0.10509576881304383, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918276801461325, "mask_rcnn/false_negative": 0.09549745914365412, "mask_rcnn/false_positive": 0.11671376389481164, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9963299708906561, "total_loss": 0.760365676600486}
{"data_time": 0.015082061290740967, "eta_seconds": 207709.35565149412, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4109258828996283, "fast_rcnn/fg_cls_accuracy": 0.5475387572364105, "iteration": 60799, "loss_box_reg": 0.24509517010301352, "loss_cls": 0.2139970986172557, "loss_mask": 0.25448281317949295, "loss_rpn_cls": 0.04458805202739313, "loss_rpn_loc": 0.08116568601690233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856388543248594, "mask_rcnn/false_negative": 0.10103826607711122, "mask_rcnn/false_positive": 0.12014373271939471, "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": 1.008540688548237, "total_loss": 0.8755990049103275}
{"data_time": 0.015898508485406637, "eta_seconds": 207689.49816051405, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.301927345759487, "fast_rcnn/fg_cls_accuracy": 0.6601919476235942, "iteration": 60819, "loss_box_reg": 0.2404875010251999, "loss_cls": 0.19276886340230703, "loss_mask": 0.25476711243391037, "loss_rpn_cls": 0.03950372745748609, "loss_rpn_loc": 0.0836085129994899, "lr": 0.0001, "mask_rcnn/accuracy": 0.885768146544332, "mask_rcnn/false_negative": 0.08646850200227091, "mask_rcnn/false_positive": 0.11962333752049427, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9822347580920905, "total_loss": 0.8045070847729221}
{"data_time": 0.020814516115933657, "eta_seconds": 207861.04183757678, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29800233230238804, "fast_rcnn/fg_cls_accuracy": 0.6570566614969513, "iteration": 60839, "loss_box_reg": 0.21859839744865894, "loss_cls": 0.18404558300971985, "loss_mask": 0.25978402979671955, "loss_rpn_cls": 0.04044204205274582, "loss_rpn_loc": 0.08000922785140574, "lr": 0.0001, "mask_rcnn/accuracy": 0.890114440222189, "mask_rcnn/false_negative": 0.09838427120585916, "mask_rcnn/false_positive": 0.12491535713281547, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.000881812069565, "total_loss": 0.8009964327793568}
{"data_time": 0.014669062104076147, "eta_seconds": 207841.16604470648, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.327665770609319, "fast_rcnn/fg_cls_accuracy": 0.6420434048990517, "iteration": 60859, "loss_box_reg": 0.23019582591950893, "loss_cls": 0.19086385052651167, "loss_mask": 0.25012768991291523, "loss_rpn_cls": 0.040364237735047936, "loss_rpn_loc": 0.07859769929200411, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995832430605378, "mask_rcnn/false_negative": 0.0926978096842821, "mask_rcnn/false_positive": 0.12161750489516049, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9917445105966181, "total_loss": 0.7935001354198903}
{"data_time": 0.020703949965536594, "eta_seconds": 207836.74455661327, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.332324897730631, "fast_rcnn/fg_cls_accuracy": 0.6334863242715624, "iteration": 60879, "loss_box_reg": 0.2419560421258211, "loss_cls": 0.19284572545439005, "loss_mask": 0.2558852341026068, "loss_rpn_cls": 0.037214588606730103, "loss_rpn_loc": 0.07757076993584633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875433832276544, "mask_rcnn/false_negative": 0.09306856341762292, "mask_rcnn/false_positive": 0.11555454713511086, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9955505353864282, "total_loss": 0.7833955677924678}
{"data_time": 0.013970357365906239, "eta_seconds": 207801.41445896588, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.34805728871242203, "fast_rcnn/fg_cls_accuracy": 0.6388731329173757, "iteration": 60899, "loss_box_reg": 0.22715052217245102, "loss_cls": 0.18414263799786568, "loss_mask": 0.25768307596445084, "loss_rpn_cls": 0.0386068761581555, "loss_rpn_loc": 0.0794381641317159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912267801912215, "mask_rcnn/false_negative": 0.10193525075820972, "mask_rcnn/false_positive": 0.12922471881824715, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9756319390144199, "total_loss": 0.7887493295129389}
{"data_time": 0.023892390308901668, "eta_seconds": 208240.7344168611, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3141025641025641, "fast_rcnn/fg_cls_accuracy": 0.6642905481615159, "iteration": 60919, "loss_box_reg": 0.2225186200812459, "loss_cls": 0.19354316778481007, "loss_mask": 0.24345962144434452, "loss_rpn_cls": 0.03247666812967509, "loss_rpn_loc": 0.08180212008301169, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991294993272034, "mask_rcnn/false_negative": 0.0773471425702735, "mask_rcnn/false_positive": 0.1299334094200229, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0187370895873755, "total_loss": 0.7923030245583504}
{"data_time": 0.024171050637960434, "eta_seconds": 207919.84963094816, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3321157482066396, "fast_rcnn/fg_cls_accuracy": 0.6378395313731261, "iteration": 60939, "loss_box_reg": 0.22646730951964855, "loss_cls": 0.1974140116944909, "loss_mask": 0.254612410441041, "loss_rpn_cls": 0.03773267474025488, "loss_rpn_loc": 0.08387291932012886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841689072867405, "mask_rcnn/false_negative": 0.10551810671003208, "mask_rcnn/false_positive": 0.12054360550232818, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.9877582809422165, "total_loss": 0.8090471068862826}
{"data_time": 0.019589650444686413, "eta_seconds": 207757.23547300324, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32515836329395653, "fast_rcnn/fg_cls_accuracy": 0.6363415970992495, "iteration": 60959, "loss_box_reg": 0.23225459177047014, "loss_cls": 0.18821536656469107, "loss_mask": 0.2522291522473097, "loss_rpn_cls": 0.038815826759673655, "loss_rpn_loc": 0.06243819044902921, "lr": 0.0001, "mask_rcnn/accuracy": 0.895641961736239, "mask_rcnn/false_negative": 0.09870726201929014, "mask_rcnn/false_positive": 0.1111999043813584, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9975236929021776, "total_loss": 0.7710672852117568}
{"data_time": 0.01964177656918764, "eta_seconds": 207737.35820210073, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.346182917611489, "fast_rcnn/fg_cls_accuracy": 0.5634014106748079, "iteration": 60979, "loss_box_reg": 0.20724778436124325, "loss_cls": 0.17506840731948614, "loss_mask": 0.24102509953081608, "loss_rpn_cls": 0.03978415799792856, "loss_rpn_loc": 0.07314058300107718, "lr": 0.0001, "mask_rcnn/accuracy": 0.887947277865333, "mask_rcnn/false_negative": 0.09605902856286586, "mask_rcnn/false_positive": 0.12358559982436734, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.993772020097822, "total_loss": 0.7488982344511896}
{"data_time": 0.014431777875870466, "eta_seconds": 207860.17685290426, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.3195260347129506, "fast_rcnn/fg_cls_accuracy": 0.641638981173865, "iteration": 60999, "loss_box_reg": 0.25533121917396784, "loss_cls": 0.19792516715824604, "loss_mask": 0.25348816625773907, "loss_rpn_cls": 0.04473911953391507, "loss_rpn_loc": 0.08487561845686287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831299497410905, "mask_rcnn/false_negative": 0.09864921947309141, "mask_rcnn/false_positive": 0.13065881873694207, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 209.375, "rpn/num_pos_anchors": 46.625, "time": 1.0087540515232831, "total_loss": 0.8310828066896647}
{"data_time": 0.015516359359025955, "eta_seconds": 207840.28592688963, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30472860472860475, "fast_rcnn/fg_cls_accuracy": 0.646478244593544, "iteration": 61019, "loss_box_reg": 0.22432450950145721, "loss_cls": 0.18382111750543118, "loss_mask": 0.24826544150710106, "loss_rpn_cls": 0.03362528677098453, "loss_rpn_loc": 0.07200319156982005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930461597055674, "mask_rcnn/false_negative": 0.10063354007069625, "mask_rcnn/false_positive": 0.11463367157552198, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9849331900477409, "total_loss": 0.760982706095092}
{"data_time": 0.027002429123967886, "eta_seconds": 207820.395000875, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.28378851540616246, "fast_rcnn/fg_cls_accuracy": 0.6941342552578508, "iteration": 61039, "loss_box_reg": 0.2472754269838333, "loss_cls": 0.19652557838708162, "loss_mask": 0.25651688873767853, "loss_rpn_cls": 0.045049409149214625, "loss_rpn_loc": 0.07892053993418813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904475743090136, "mask_rcnn/false_negative": 0.08895843666593367, "mask_rcnn/false_positive": 0.13517074690389463, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9931448793504387, "total_loss": 0.8427845626138151}
{"data_time": 0.01749507151544094, "eta_seconds": 207657.8491184907, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2769854725574283, "fast_rcnn/fg_cls_accuracy": 0.6631793083405987, "iteration": 61059, "loss_box_reg": 0.2183514330536127, "loss_cls": 0.1879339823499322, "loss_mask": 0.25094385258853436, "loss_rpn_cls": 0.03546901885420084, "loss_rpn_loc": 0.0659785910975188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904772236582409, "mask_rcnn/false_negative": 0.07518898175826574, "mask_rcnn/false_positive": 0.11775782571002177, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9744748419616371, "total_loss": 0.7588353824103251}
{"data_time": 0.015109749510884285, "eta_seconds": 207865.43682265095, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.32181964232866866, "fast_rcnn/fg_cls_accuracy": 0.6382972792149866, "iteration": 61079, "loss_box_reg": 0.21981077082455158, "loss_cls": 0.1918187728151679, "loss_mask": 0.24476218596100807, "loss_rpn_cls": 0.04229216813109815, "loss_rpn_loc": 0.07699082454200834, "lr": 0.0001, "mask_rcnn/accuracy": 0.902092790726539, "mask_rcnn/false_negative": 0.07862276723151548, "mask_rcnn/false_positive": 0.12917395801706047, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0308238537982106, "total_loss": 0.7865648386068642}
{"data_time": 0.014600861817598343, "eta_seconds": 207465.0907715084, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3104591389683977, "fast_rcnn/fg_cls_accuracy": 0.6626785780894475, "iteration": 61099, "loss_box_reg": 0.22461942955851555, "loss_cls": 0.18724051490426064, "loss_mask": 0.2542583532631397, "loss_rpn_cls": 0.03750073304399848, "loss_rpn_loc": 0.07239956210833043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893280084703508, "mask_rcnn/false_negative": 0.08857936611854353, "mask_rcnn/false_positive": 0.12739744123964322, "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": 0.9646570575423539, "total_loss": 0.7946652901882771}
{"data_time": 0.01351805217564106, "eta_seconds": 207379.16889626533, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3496031746031746, "fast_rcnn/fg_cls_accuracy": 0.6326058201058201, "iteration": 61119, "loss_box_reg": 0.2145311702042818, "loss_cls": 0.1805773563683033, "loss_mask": 0.2426452599465847, "loss_rpn_cls": 0.03619233053177595, "loss_rpn_loc": 0.07660163135733455, "lr": 0.0001, "mask_rcnn/accuracy": 0.889777463705966, "mask_rcnn/false_negative": 0.09852482892259973, "mask_rcnn/false_positive": 0.12609031089688819, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9767398401163518, "total_loss": 0.776864806888625}
{"data_time": 0.02326012938283384, "eta_seconds": 207338.3977488242, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3109047463886173, "fast_rcnn/fg_cls_accuracy": 0.6387292464878671, "iteration": 61139, "loss_box_reg": 0.22663330845534801, "loss_cls": 0.18151258025318384, "loss_mask": 0.242708470672369, "loss_rpn_cls": 0.03359146346338093, "loss_rpn_loc": 0.06386733986437321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952635575035961, "mask_rcnn/false_negative": 0.10770109156722991, "mask_rcnn/false_positive": 0.1142060525288473, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9745768769644201, "total_loss": 0.7708882243605331}
{"data_time": 0.013887478969991207, "eta_seconds": 207351.92081385292, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3684618794326241, "fast_rcnn/fg_cls_accuracy": 0.6171338511764044, "iteration": 61159, "loss_box_reg": 0.2386132050305605, "loss_cls": 0.2143978113308549, "loss_mask": 0.2643519062548876, "loss_rpn_cls": 0.040783841628581285, "loss_rpn_loc": 0.08812216017395258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918090337488561, "mask_rcnn/false_negative": 0.09449678803658759, "mask_rcnn/false_positive": 0.12906378361900261, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.9823777147103101, "total_loss": 0.8540782034397125}
{"data_time": 0.02303468156605959, "eta_seconds": 207604.4197203964, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3276363636363636, "fast_rcnn/fg_cls_accuracy": 0.6532220943613349, "iteration": 61179, "loss_box_reg": 0.23598602414131165, "loss_cls": 0.20742093119770288, "loss_mask": 0.24333651922643185, "loss_rpn_cls": 0.04277128982357681, "loss_rpn_loc": 0.08179705333895981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961806412793409, "mask_rcnn/false_negative": 0.08809232106936665, "mask_rcnn/false_positive": 0.11465726290150757, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0103856965433806, "total_loss": 0.8002385618165135}
{"data_time": 0.01923680049367249, "eta_seconds": 207749.27393831313, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.33794871794871795, "fast_rcnn/fg_cls_accuracy": 0.6484615384615384, "iteration": 61199, "loss_box_reg": 0.24457544926553965, "loss_cls": 0.20632666442543268, "loss_mask": 0.25735720805823803, "loss_rpn_cls": 0.037712920107878745, "loss_rpn_loc": 0.08022077707573771, "lr": 0.0001, "mask_rcnn/accuracy": 0.881173969196986, "mask_rcnn/false_negative": 0.0997516850475367, "mask_rcnn/false_positive": 0.14546873931465754, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0067711372394115, "total_loss": 0.8469938799971715}
{"data_time": 0.015451609157025814, "eta_seconds": 207923.2779927738, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3473946684398235, "fast_rcnn/fg_cls_accuracy": 0.6328877005347593, "iteration": 61219, "loss_box_reg": 0.23425831086933613, "loss_cls": 0.20006980374455452, "loss_mask": 0.2505902722477913, "loss_rpn_cls": 0.034201235277578235, "loss_rpn_loc": 0.07237602095119655, "lr": 0.0001, "mask_rcnn/accuracy": 0.892386177072428, "mask_rcnn/false_negative": 0.09970844521907568, "mask_rcnn/false_positive": 0.11454406347520982, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0124965994618833, "total_loss": 0.7914824743638746}
{"data_time": 0.017872866475954652, "eta_seconds": 208056.66553286836, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.329568710679906, "fast_rcnn/fg_cls_accuracy": 0.6022568545286188, "iteration": 61239, "loss_box_reg": 0.21784105896949768, "loss_cls": 0.1758580799214542, "loss_mask": 0.24204561673104763, "loss_rpn_cls": 0.03290557395666838, "loss_rpn_loc": 0.07873700023628771, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972981425765417, "mask_rcnn/false_negative": 0.07018073493731666, "mask_rcnn/false_positive": 0.11211998886575995, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9987858540844172, "total_loss": 0.733689668122679}
{"data_time": 0.01575000095181167, "eta_seconds": 207954.16835049167, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3068656336774276, "fast_rcnn/fg_cls_accuracy": 0.6736036709858699, "iteration": 61259, "loss_box_reg": 0.2421368919312954, "loss_cls": 0.20159076433628798, "loss_mask": 0.2568076401948929, "loss_rpn_cls": 0.03608704940415919, "loss_rpn_loc": 0.08338195970281959, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959612071678826, "mask_rcnn/false_negative": 0.09788170324139542, "mask_rcnn/false_positive": 0.10856756960984304, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9714379615616053, "total_loss": 0.8552459692582488}
{"data_time": 0.015374852577224374, "eta_seconds": 207693.50309314206, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.36554741554741554, "fast_rcnn/fg_cls_accuracy": 0.6034454026580012, "iteration": 61279, "loss_box_reg": 0.22794827260077, "loss_cls": 0.1994963064789772, "loss_mask": 0.24881671741604805, "loss_rpn_cls": 0.04143938631750643, "loss_rpn_loc": 0.07589072384871542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930987474354821, "mask_rcnn/false_negative": 0.08481384251828628, "mask_rcnn/false_positive": 0.12061994583808983, "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": 0.964904529042542, "total_loss": 0.8008356720674783}
{"data_time": 0.0137039078399539, "eta_seconds": 207559.39537708182, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3085835948005379, "fast_rcnn/fg_cls_accuracy": 0.6529569892473118, "iteration": 61299, "loss_box_reg": 0.2187899723649025, "loss_cls": 0.17583881504833698, "loss_mask": 0.23652390204370022, "loss_rpn_cls": 0.03190094535239041, "loss_rpn_loc": 0.07538436888717115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913032271856153, "mask_rcnn/false_negative": 0.08024571563084992, "mask_rcnn/false_positive": 0.11976292255037424, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9823095770552754, "total_loss": 0.7104783490067348}
{"data_time": 0.01817431440576911, "eta_seconds": 207126.27349739894, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32336956521739135, "fast_rcnn/fg_cls_accuracy": 0.6464260929909784, "iteration": 61319, "loss_box_reg": 0.23095982521772385, "loss_cls": 0.19121426064521074, "loss_mask": 0.24506593123078346, "loss_rpn_cls": 0.04102228849660605, "loss_rpn_loc": 0.0742666614241898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924509432598987, "mask_rcnn/false_negative": 0.09938266670466717, "mask_rcnn/false_positive": 0.11379801489643776, "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": 0.9725419783499092, "total_loss": 0.7803691371227615}
{"data_time": 0.021045556059107184, "eta_seconds": 207066.2824277114, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29869772560528246, "fast_rcnn/fg_cls_accuracy": 0.6694738880015488, "iteration": 61339, "loss_box_reg": 0.20992242358624935, "loss_cls": 0.1699826717376709, "loss_mask": 0.24250055104494095, "loss_rpn_cls": 0.0311757056042552, "loss_rpn_loc": 0.06967946328222752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985532880601812, "mask_rcnn/false_negative": 0.08823861132141325, "mask_rcnn/false_positive": 0.11420530256263178, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9886030773632228, "total_loss": 0.748396557290107}
{"data_time": 0.013825123198330402, "eta_seconds": 207029.19259727, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30081521739130435, "fast_rcnn/fg_cls_accuracy": 0.6424938474159146, "iteration": 61359, "loss_box_reg": 0.2455060686916113, "loss_cls": 0.20852656289935112, "loss_mask": 0.2505795247852802, "loss_rpn_cls": 0.03816287824884057, "loss_rpn_loc": 0.07481392053887248, "lr": 0.0001, "mask_rcnn/accuracy": 0.896703122461477, "mask_rcnn/false_negative": 0.08958428417027807, "mask_rcnn/false_positive": 0.13339151904127775, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9726862804964185, "total_loss": 0.8257840310689062}
{"data_time": 0.015971702057868242, "eta_seconds": 207009.34700748883, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3431085965739431, "fast_rcnn/fg_cls_accuracy": 0.6454706298655344, "iteration": 61379, "loss_box_reg": 0.2293978240340948, "loss_cls": 0.1914653843268752, "loss_mask": 0.24373000487685204, "loss_rpn_cls": 0.03890960157150403, "loss_rpn_loc": 0.06928107095882297, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018302601296797, "mask_rcnn/false_negative": 0.1045048514734154, "mask_rcnn/false_positive": 0.10628032584532401, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.059414292452857, "total_loss": 0.795393222477287}
{"data_time": 0.013784602982923388, "eta_seconds": 206849.00608663447, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36908223923363126, "fast_rcnn/fg_cls_accuracy": 0.6196032034947215, "iteration": 61399, "loss_box_reg": 0.21405505575239658, "loss_cls": 0.175992701202631, "loss_mask": 0.23896909691393375, "loss_rpn_cls": 0.04464347963221371, "loss_rpn_loc": 0.07661585556343198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887395484360914, "mask_rcnn/false_negative": 0.08865195799983631, "mask_rcnn/false_positive": 0.12723564153793324, "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": 0.9828229742124677, "total_loss": 0.7667635729303584}
{"data_time": 0.014224479906260967, "eta_seconds": 206817.19186549075, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35465772906949994, "fast_rcnn/fg_cls_accuracy": 0.6212654897300968, "iteration": 61419, "loss_box_reg": 0.21676350384950638, "loss_cls": 0.17311442364007235, "loss_mask": 0.2353553418070078, "loss_rpn_cls": 0.03936828696168959, "loss_rpn_loc": 0.0649316719500348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985008702127838, "mask_rcnn/false_negative": 0.08763979509063799, "mask_rcnn/false_positive": 0.10470518513961752, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9878170236479491, "total_loss": 0.7597147591877729}
{"data_time": 0.017542444169521332, "eta_seconds": 206590.9373666346, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2940524193548387, "fast_rcnn/fg_cls_accuracy": 0.6876466528640441, "iteration": 61439, "loss_box_reg": 0.2168905409052968, "loss_cls": 0.17807518783956766, "loss_mask": 0.23949171602725983, "loss_rpn_cls": 0.032680675853043795, "loss_rpn_loc": 0.060541704995557666, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011298845575096, "mask_rcnn/false_negative": 0.08772913615971024, "mask_rcnn/false_positive": 0.11866601330551596, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9762088325805962, "total_loss": 0.7200875382404774}
{"data_time": 0.020506533328443766, "eta_seconds": 206624.10818449222, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3519986275518957, "fast_rcnn/fg_cls_accuracy": 0.6157849280420202, "iteration": 61459, "loss_box_reg": 0.23169092275202274, "loss_cls": 0.2014815704897046, "loss_mask": 0.25640702806413174, "loss_rpn_cls": 0.04052266548387706, "loss_rpn_loc": 0.07832825183868408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934678744855423, "mask_rcnn/false_negative": 0.09252693856179617, "mask_rcnn/false_positive": 0.12977539653678694, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.013815505662933, "total_loss": 0.7978333896026015}
{"data_time": 0.018471044022589922, "eta_seconds": 206604.2919278331, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3027703804628311, "fast_rcnn/fg_cls_accuracy": 0.6618344090359016, "iteration": 61479, "loss_box_reg": 0.21429526433348656, "loss_cls": 0.1742522595450282, "loss_mask": 0.24960647895932198, "loss_rpn_cls": 0.03530709265032783, "loss_rpn_loc": 0.0800971866119653, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026192044236573, "mask_rcnn/false_negative": 0.08901581850440533, "mask_rcnn/false_positive": 0.09979805119367238, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9507989878766239, "total_loss": 0.7582757213385776}
{"data_time": 0.015850156778469682, "eta_seconds": 206251.15483871195, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3783931215419383, "fast_rcnn/fg_cls_accuracy": 0.6115043675186025, "iteration": 61499, "loss_box_reg": 0.22067308239638805, "loss_cls": 0.18060476053506136, "loss_mask": 0.24892316944897175, "loss_rpn_cls": 0.040806040400639176, "loss_rpn_loc": 0.0814619055017829, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905838165524512, "mask_rcnn/false_negative": 0.09514830686007408, "mask_rcnn/false_positive": 0.12330139100714763, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9617295763455331, "total_loss": 0.8059625588357449}
{"data_time": 0.018300309544429183, "eta_seconds": 206416.79053571075, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33739720860052813, "fast_rcnn/fg_cls_accuracy": 0.6453475935828877, "iteration": 61519, "loss_box_reg": 0.208469670265913, "loss_cls": 0.19329038076102734, "loss_mask": 0.24367400258779526, "loss_rpn_cls": 0.04409384692553431, "loss_rpn_loc": 0.07468768442049623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961760448824778, "mask_rcnn/false_negative": 0.09149486091932746, "mask_rcnn/false_positive": 0.10932883179668298, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0091123364400119, "total_loss": 0.804681210545823}
{"data_time": 0.014519154792651534, "eta_seconds": 206201.98480777908, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2810127954890479, "fast_rcnn/fg_cls_accuracy": 0.6484034132591991, "iteration": 61539, "loss_box_reg": 0.22119780257344246, "loss_cls": 0.19156711921095848, "loss_mask": 0.24646291136741638, "loss_rpn_cls": 0.042597000719979405, "loss_rpn_loc": 0.07797232922166586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839563850233771, "mask_rcnn/false_negative": 0.0896936658312717, "mask_rcnn/false_positive": 0.12293288255291553, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.974831381579861, "total_loss": 0.7893382462498266}
{"data_time": 0.020811206195503473, "eta_seconds": 206377.1863932442, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3496590909090909, "fast_rcnn/fg_cls_accuracy": 0.613713144963145, "iteration": 61559, "loss_box_reg": 0.21484948508441448, "loss_cls": 0.17604089993983507, "loss_mask": 0.24590134993195534, "loss_rpn_cls": 0.03476321301423013, "loss_rpn_loc": 0.07608221471309662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853602549116952, "mask_rcnn/false_negative": 0.09579389287987358, "mask_rcnn/false_positive": 0.1270325495049729, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.991324660833925, "total_loss": 0.732337653869763}
{"data_time": 0.015658033080399036, "eta_seconds": 206352.79919267632, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3004040015390535, "fast_rcnn/fg_cls_accuracy": 0.673229468778662, "iteration": 61579, "loss_box_reg": 0.2204918907955289, "loss_cls": 0.18168688751757145, "loss_mask": 0.23779412917792797, "loss_rpn_cls": 0.03928007837384939, "loss_rpn_loc": 0.08593111881054938, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017750422775708, "mask_rcnn/false_negative": 0.09585436957880576, "mask_rcnn/false_positive": 0.10710938595674513, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9873599556740373, "total_loss": 0.7935575706651434}
{"data_time": 0.013221160741522908, "eta_seconds": 206332.99756143242, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2802508607968519, "fast_rcnn/fg_cls_accuracy": 0.6766280107047279, "iteration": 61599, "loss_box_reg": 0.22508426941931248, "loss_cls": 0.18807244207710028, "loss_mask": 0.2429619152098894, "loss_rpn_cls": 0.037785533466376364, "loss_rpn_loc": 0.06658966862596571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918146294534763, "mask_rcnn/false_negative": 0.09372599001503587, "mask_rcnn/false_positive": 0.11019092975142289, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9715198811609298, "total_loss": 0.7584610821213573}
{"data_time": 0.019436977803707123, "eta_seconds": 206317.78017954435, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.3200671450902373, "fast_rcnn/fg_cls_accuracy": 0.6398939546693552, "iteration": 61619, "loss_box_reg": 0.19802460819482803, "loss_cls": 0.17033237032592297, "loss_mask": 0.2460075542330742, "loss_rpn_cls": 0.03560958104208112, "loss_rpn_loc": 0.07349019520916045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911151733728067, "mask_rcnn/false_negative": 0.09204232475346161, "mask_rcnn/false_positive": 0.12457402488493327, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.007354105822742, "total_loss": 0.7357862945646048}
{"data_time": 0.0145535240881145, "eta_seconds": 206344.4558890257, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.32139346583809536, "fast_rcnn/fg_cls_accuracy": 0.6437977436202442, "iteration": 61639, "loss_box_reg": 0.22571907099336386, "loss_cls": 0.19016525987535715, "loss_mask": 0.25478533655405045, "loss_rpn_cls": 0.03818226791918278, "loss_rpn_loc": 0.070291813230142, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894175888052512, "mask_rcnn/false_negative": 0.09049336105336614, "mask_rcnn/false_positive": 0.12419302242203153, "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": 0.9974256826099008, "total_loss": 0.7804097067564726}
{"data_time": 0.013875172939151525, "eta_seconds": 206478.3893426275, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.33036532600123625, "fast_rcnn/fg_cls_accuracy": 0.6160728497904175, "iteration": 61659, "loss_box_reg": 0.21311789844185114, "loss_cls": 0.17936543095856905, "loss_mask": 0.24867931753396988, "loss_rpn_cls": 0.030693631735630333, "loss_rpn_loc": 0.07562660984694958, "lr": 0.0001, "mask_rcnn/accuracy": 0.875955255076994, "mask_rcnn/false_negative": 0.12082726214624559, "mask_rcnn/false_positive": 0.12509547670963894, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.001627973280847, "total_loss": 0.7462667706422508}
{"data_time": 0.019456339068710804, "eta_seconds": 206576.54316075146, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33762254901960786, "fast_rcnn/fg_cls_accuracy": 0.6338041795665634, "iteration": 61679, "loss_box_reg": 0.21158943511545658, "loss_cls": 0.17816333938390017, "loss_mask": 0.24929434433579445, "loss_rpn_cls": 0.030893260263837874, "loss_rpn_loc": 0.0644069443223998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839647614051234, "mask_rcnn/false_negative": 0.10009471865395564, "mask_rcnn/false_positive": 0.1168547437942809, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.0285340214613825, "total_loss": 0.7458350654924288}
{"data_time": 0.013184710638597608, "eta_seconds": 206527.07516869996, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3698301698301698, "fast_rcnn/fg_cls_accuracy": 0.5858889172842662, "iteration": 61699, "loss_box_reg": 0.19910949654877186, "loss_cls": 0.17789818160235882, "loss_mask": 0.2513110348954797, "loss_rpn_cls": 0.03997059469111264, "loss_rpn_loc": 0.07967697363346815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950505628112646, "mask_rcnn/false_negative": 0.09474032959966405, "mask_rcnn/false_positive": 0.11937778246744915, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.003612957894802, "total_loss": 0.7371884559397586}
{"data_time": 0.019162791315466166, "eta_seconds": 206436.05363528244, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3643899204244032, "fast_rcnn/fg_cls_accuracy": 0.5982517723174341, "iteration": 61719, "loss_box_reg": 0.2361375167965889, "loss_cls": 0.19950635824352503, "loss_mask": 0.2534632608294487, "loss_rpn_cls": 0.034267226001247764, "loss_rpn_loc": 0.07149927760474384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824223734746919, "mask_rcnn/false_negative": 0.1007867560293923, "mask_rcnn/false_positive": 0.13392142792267794, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.014045416843146, "total_loss": 0.8078693044371903}
{"data_time": 0.016524077160283923, "eta_seconds": 206324.603214534, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30040526849037485, "fast_rcnn/fg_cls_accuracy": 0.6634604286099034, "iteration": 61739, "loss_box_reg": 0.21531731076538563, "loss_cls": 0.18452814314514399, "loss_mask": 0.2381827626377344, "loss_rpn_cls": 0.034966608276590705, "loss_rpn_loc": 0.0860346700064838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838704726773554, "mask_rcnn/false_negative": 0.10232275807155203, "mask_rcnn/false_positive": 0.11736921677397585, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9899462289176881, "total_loss": 0.7890703827142715}
{"data_time": 0.01874233386479318, "eta_seconds": 206396.40776364133, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3425695443050528, "fast_rcnn/fg_cls_accuracy": 0.64578531153587, "iteration": 61759, "loss_box_reg": 0.21952468901872635, "loss_cls": 0.17185882106423378, "loss_mask": 0.24786151945590973, "loss_rpn_cls": 0.03234326629899442, "loss_rpn_loc": 0.08218236779794097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909477274419879, "mask_rcnn/false_negative": 0.08166941001685431, "mask_rcnn/false_positive": 0.13111923385195717, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9797745984978974, "total_loss": 0.7477308224188164}
{"data_time": 0.013544419780373573, "eta_seconds": 206389.2123640608, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32099643394554034, "fast_rcnn/fg_cls_accuracy": 0.6647688060731539, "iteration": 61779, "loss_box_reg": 0.2105835359543562, "loss_cls": 0.18649475276470184, "loss_mask": 0.24109045416116714, "loss_rpn_cls": 0.03083339292788878, "loss_rpn_loc": 0.07498615700751543, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963328374004915, "mask_rcnn/false_negative": 0.09405367727738129, "mask_rcnn/false_positive": 0.10979323318300824, "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": 1.0192232229746878, "total_loss": 0.769081445876509}
{"data_time": 0.01739040669053793, "eta_seconds": 206356.7618920002, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3337368845843422, "fast_rcnn/fg_cls_accuracy": 0.6502892117298897, "iteration": 61799, "loss_box_reg": 0.21036295779049397, "loss_cls": 0.17917219921946526, "loss_mask": 0.235112389549613, "loss_rpn_cls": 0.04253983206581324, "loss_rpn_loc": 0.07480654469691217, "lr": 0.0001, "mask_rcnn/accuracy": 0.897116690805877, "mask_rcnn/false_negative": 0.09128224391900394, "mask_rcnn/false_positive": 0.11935851013068868, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0003545233048499, "total_loss": 0.7486987394513562}
{"data_time": 0.015723370481282473, "eta_seconds": 206377.47983577196, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.38573396601867443, "fast_rcnn/fg_cls_accuracy": 0.5698109567901235, "iteration": 61819, "loss_box_reg": 0.21849405951797962, "loss_cls": 0.18824877869337797, "loss_mask": 0.23864644020795822, "loss_rpn_cls": 0.033099329681135714, "loss_rpn_loc": 0.06264792836736888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949697459238086, "mask_rcnn/false_negative": 0.09034379003622532, "mask_rcnn/false_positive": 0.12984076181696694, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0121645128820091, "total_loss": 0.7878984803101048}
{"data_time": 0.018950476543977857, "eta_seconds": 206357.6530051604, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3193569881725804, "fast_rcnn/fg_cls_accuracy": 0.6485276404209459, "iteration": 61839, "loss_box_reg": 0.22134459391236305, "loss_cls": 0.19933775905519724, "loss_mask": 0.2502521947026253, "loss_rpn_cls": 0.031246720580384135, "loss_rpn_loc": 0.07206917554140091, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846194563173169, "mask_rcnn/false_negative": 0.09705597730013235, "mask_rcnn/false_positive": 0.12664027538658904, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9994568543042988, "total_loss": 0.7748582895146683}
{"data_time": 0.012455044081434608, "eta_seconds": 206320.03183788154, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3439589553807982, "fast_rcnn/fg_cls_accuracy": 0.6200651915000313, "iteration": 61859, "loss_box_reg": 0.2226898381486535, "loss_cls": 0.18713784962892532, "loss_mask": 0.2562275044620037, "loss_rpn_cls": 0.02960159973008558, "loss_rpn_loc": 0.07853642490226775, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931339434873191, "mask_rcnn/false_negative": 0.09512081725388524, "mask_rcnn/false_positive": 0.11647954690949126, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9567554690875113, "total_loss": 0.7839489027392119}
{"data_time": 0.018404211150482297, "eta_seconds": 206290.09162044153, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6301205314903946, "iteration": 61879, "loss_box_reg": 0.21759765967726707, "loss_cls": 0.1910080946981907, "loss_mask": 0.257188493385911, "loss_rpn_cls": 0.03360497148241848, "loss_rpn_loc": 0.07297360571101308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854331491448838, "mask_rcnn/false_negative": 0.10528604382827006, "mask_rcnn/false_positive": 0.12338401249744542, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9892709790728986, "total_loss": 0.7903318826574832}
{"data_time": 0.025698214769363403, "eta_seconds": 206298.1725133257, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.30114295660245993, "fast_rcnn/fg_cls_accuracy": 0.672100689241834, "iteration": 61899, "loss_box_reg": 0.22427371330559254, "loss_cls": 0.19778437353670597, "loss_mask": 0.23844345472753048, "loss_rpn_cls": 0.04188048094511032, "loss_rpn_loc": 0.08639212930575013, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068665569884904, "mask_rcnn/false_negative": 0.07724135438603652, "mask_rcnn/false_positive": 0.11161741928354826, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0073553933762014, "total_loss": 0.7921741385362111}
{"data_time": 0.014984527137130499, "eta_seconds": 206182.9511042498, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2964165291627807, "fast_rcnn/fg_cls_accuracy": 0.6721183394968488, "iteration": 61919, "loss_box_reg": 0.23835412599146366, "loss_cls": 0.193846695125103, "loss_mask": 0.2562347240746021, "loss_rpn_cls": 0.03609592467546463, "loss_rpn_loc": 0.08049296890385449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889109410162416, "mask_rcnn/false_negative": 0.10523730965287643, "mask_rcnn/false_positive": 0.12322516647491806, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9833394936285913, "total_loss": 0.8290965665364638}
{"data_time": 0.01507245097309351, "eta_seconds": 206218.0013412563, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.310530612244898, "fast_rcnn/fg_cls_accuracy": 0.6445578231292517, "iteration": 61939, "loss_box_reg": 0.23381746746599674, "loss_cls": 0.20298579521477222, "loss_mask": 0.256104476749897, "loss_rpn_cls": 0.03843748476356268, "loss_rpn_loc": 0.0793050923384726, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929298469387755, "mask_rcnn/false_negative": 0.09324729761551545, "mask_rcnn/false_positive": 0.12322144175744652, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0019457540474832, "total_loss": 0.8248263814020902}
{"data_time": 0.01582608208991587, "eta_seconds": 206210.7950255461, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.32708217140732476, "fast_rcnn/fg_cls_accuracy": 0.6311988752556237, "iteration": 61959, "loss_box_reg": 0.2390350168570876, "loss_cls": 0.19422408752143383, "loss_mask": 0.25282869674265385, "loss_rpn_cls": 0.042199420277029276, "loss_rpn_loc": 0.061833327170461416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946732190828295, "mask_rcnn/false_negative": 0.0849335840267773, "mask_rcnn/false_positive": 0.11878059534110302, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0429484541527927, "total_loss": 0.8262694794684649}
{"data_time": 0.015416855923831463, "eta_seconds": 206201.08111327048, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2888466377214639, "fast_rcnn/fg_cls_accuracy": 0.6726513098464317, "iteration": 61979, "loss_box_reg": 0.25123134814202785, "loss_cls": 0.19296604860574007, "loss_mask": 0.24973827973008156, "loss_rpn_cls": 0.029789432417601347, "loss_rpn_loc": 0.07759383216034621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956844662267764, "mask_rcnn/false_negative": 0.09580743588907613, "mask_rcnn/false_positive": 0.11771276708830858, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0048220145981759, "total_loss": 0.8314149766229093}
{"data_time": 0.013844882370904088, "eta_seconds": 206103.68045791984, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.34512138188608776, "fast_rcnn/fg_cls_accuracy": 0.6389532465989425, "iteration": 61999, "loss_box_reg": 0.19327729381620884, "loss_cls": 0.17153838276863098, "loss_mask": 0.2486946452409029, "loss_rpn_cls": 0.03393412253353745, "loss_rpn_loc": 0.0821944068884477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855606551355085, "mask_rcnn/false_negative": 0.09207356707430561, "mask_rcnn/false_positive": 0.124243771740683, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.981923642102629, "total_loss": 0.6880024388665333}
{"data_time": 0.01616360736079514, "eta_seconds": 206151.32257937454, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.37864984247620903, "fast_rcnn/fg_cls_accuracy": 0.6085796387520526, "iteration": 62019, "loss_box_reg": 0.22111657075583935, "loss_cls": 0.18310869298875332, "loss_mask": 0.24033532664179802, "loss_rpn_cls": 0.04368139454163611, "loss_rpn_loc": 0.08903865469619632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858532082087796, "mask_rcnn/false_negative": 0.09639960537656761, "mask_rcnn/false_positive": 0.13262921836307018, "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": 1.017344517633319, "total_loss": 0.7900030839955434}
{"data_time": 0.013280455023050308, "eta_seconds": 206131.49843065068, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.34866619193689746, "fast_rcnn/fg_cls_accuracy": 0.6468695223488168, "iteration": 62039, "loss_box_reg": 0.22357715666294098, "loss_cls": 0.18857966735959053, "loss_mask": 0.2584589524194598, "loss_rpn_cls": 0.03492328571155667, "loss_rpn_loc": 0.0785800232551992, "lr": 0.0001, "mask_rcnn/accuracy": 0.898501873148531, "mask_rcnn/false_negative": 0.072364678788674, "mask_rcnn/false_positive": 0.10772381418092475, "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": 0.9980311011895537, "total_loss": 0.7932598202023655}
{"data_time": 0.01785747241228819, "eta_seconds": 206278.7388104992, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2925393424114652, "fast_rcnn/fg_cls_accuracy": 0.6882790719107854, "iteration": 62059, "loss_box_reg": 0.23577428609132767, "loss_cls": 0.1933294739574194, "loss_mask": 0.2513287905603647, "loss_rpn_cls": 0.0411246019648388, "loss_rpn_loc": 0.07280279463157058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985004788648241, "mask_rcnn/false_negative": 0.10090895777750292, "mask_rcnn/false_positive": 0.09899753650460441, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.010905175935477, "total_loss": 0.8294758929405361}
{"data_time": 0.015434845350682735, "eta_seconds": 206119.73103782162, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29365157682661075, "fast_rcnn/fg_cls_accuracy": 0.6891340960566816, "iteration": 62079, "loss_box_reg": 0.22098441049456596, "loss_cls": 0.1808208730071783, "loss_mask": 0.239222202450037, "loss_rpn_cls": 0.04474719561403617, "loss_rpn_loc": 0.08297271863557398, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044433590343965, "mask_rcnn/false_negative": 0.09237961613259674, "mask_rcnn/false_positive": 0.10071402854705544, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9898948147892952, "total_loss": 0.7945109307765961}
{"data_time": 0.018650065176188946, "eta_seconds": 206313.14365735743, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3570315270752058, "fast_rcnn/fg_cls_accuracy": 0.6145804195804195, "iteration": 62099, "loss_box_reg": 0.24208278581500053, "loss_cls": 0.1889194305986166, "loss_mask": 0.2532257977873087, "loss_rpn_cls": 0.0362287862226367, "loss_rpn_loc": 0.06815762759651989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853620709647496, "mask_rcnn/false_negative": 0.08389208174510016, "mask_rcnn/false_positive": 0.134962118214476, "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": 0.98692601849325, "total_loss": 0.8057654466247186}
{"data_time": 0.013827833347022533, "eta_seconds": 206333.93859037198, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31973569244211447, "fast_rcnn/fg_cls_accuracy": 0.6562752727550164, "iteration": 62119, "loss_box_reg": 0.2261097077280283, "loss_cls": 0.18350464943796396, "loss_mask": 0.24822140857577324, "loss_rpn_cls": 0.03471786552108824, "loss_rpn_loc": 0.07492753106635064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895828086040007, "mask_rcnn/false_negative": 0.08861766562391542, "mask_rcnn/false_positive": 0.1297872383274878, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0111181712709367, "total_loss": 0.7773788430495188}
{"data_time": 0.01675286702811718, "eta_seconds": 206543.63311643247, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.38444368131868134, "fast_rcnn/fg_cls_accuracy": 0.5813178119349005, "iteration": 62139, "loss_box_reg": 0.22688063606619835, "loss_cls": 0.18293376360088587, "loss_mask": 0.24441199749708176, "loss_rpn_cls": 0.03910550265572965, "loss_rpn_loc": 0.0845513108652085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941603076961845, "mask_rcnn/false_negative": 0.08863616001329842, "mask_rcnn/false_positive": 0.11905326346875725, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0126041078474373, "total_loss": 0.7826807462843135}
{"data_time": 0.0249168265145272, "eta_seconds": 206593.7281561643, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2933330505958692, "fast_rcnn/fg_cls_accuracy": 0.666206261510129, "iteration": 62159, "loss_box_reg": 0.22148341871798038, "loss_cls": 0.1842534663155675, "loss_mask": 0.23668992891907692, "loss_rpn_cls": 0.03686622099485248, "loss_rpn_loc": 0.0736558988573961, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046688029392838, "mask_rcnn/false_negative": 0.09334358508412685, "mask_rcnn/false_positive": 0.09132481983767032, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0015283504035324, "total_loss": 0.756163953570649}
{"data_time": 0.01372600207105279, "eta_seconds": 206382.43748549372, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.34482505243750916, "fast_rcnn/fg_cls_accuracy": 0.6244181270536692, "iteration": 62179, "loss_box_reg": 0.22915326058864594, "loss_cls": 0.202674126252532, "loss_mask": 0.25680865347385406, "loss_rpn_cls": 0.040100117679685354, "loss_rpn_loc": 0.08173422561958432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824595802490756, "mask_rcnn/false_negative": 0.10415929524423763, "mask_rcnn/false_positive": 0.11659678201977935, "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": 1.0280194149818271, "total_loss": 0.8256468973122537}
{"data_time": 0.01666982937604189, "eta_seconds": 206234.66319344006, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3343910288645278, "fast_rcnn/fg_cls_accuracy": 0.6338781051996379, "iteration": 62199, "loss_box_reg": 0.22622013464570045, "loss_cls": 0.18231300869956613, "loss_mask": 0.24468870647251606, "loss_rpn_cls": 0.039465013425797224, "loss_rpn_loc": 0.06828175694681704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910824284248624, "mask_rcnn/false_negative": 0.08855400969870286, "mask_rcnn/false_positive": 0.12657974566825855, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9952740434091538, "total_loss": 0.7821253226138651}
{"data_time": 0.01570010627619922, "eta_seconds": 206214.81385145802, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.29742362445365783, "fast_rcnn/fg_cls_accuracy": 0.7007842608510017, "iteration": 62219, "loss_box_reg": 0.22297098021954298, "loss_cls": 0.18337609339505434, "loss_mask": 0.24091688357293606, "loss_rpn_cls": 0.03528939816169441, "loss_rpn_loc": 0.07725184760056436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910984806844432, "mask_rcnn/false_negative": 0.09638109826952598, "mask_rcnn/false_positive": 0.11859282590823804, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.017982752295211, "total_loss": 0.7774554090574384}
{"data_time": 0.015001859981566668, "eta_seconds": 206106.8359162286, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.32944625529204596, "fast_rcnn/fg_cls_accuracy": 0.6367852490679603, "iteration": 62239, "loss_box_reg": 0.2149905525147915, "loss_cls": 0.19352712575346231, "loss_mask": 0.25399482902139425, "loss_rpn_cls": 0.03973634773865342, "loss_rpn_loc": 0.08539619343355298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924509596398265, "mask_rcnn/false_negative": 0.09440904169237553, "mask_rcnn/false_positive": 0.1119066440390499, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9986744376365095, "total_loss": 0.7601995157892816}
{"data_time": 0.020964978961274028, "eta_seconds": 206191.37831033673, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33764945804000446, "fast_rcnn/fg_cls_accuracy": 0.6217105263157895, "iteration": 62259, "loss_box_reg": 0.24408557638525963, "loss_cls": 0.1983255986124277, "loss_mask": 0.25088285841047764, "loss_rpn_cls": 0.0405571770388633, "loss_rpn_loc": 0.08287993003614247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881335089006038, "mask_rcnn/false_negative": 0.0936913637596648, "mask_rcnn/false_positive": 0.13276030361243968, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.9935789986047894, "total_loss": 0.8587855736259371}
{"data_time": 0.028492508456110954, "eta_seconds": 206471.28299335018, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.288287013209813, "fast_rcnn/fg_cls_accuracy": 0.6896037056098816, "iteration": 62279, "loss_box_reg": 0.22884361445903778, "loss_cls": 0.18822812102735043, "loss_mask": 0.237543486058712, "loss_rpn_cls": 0.03829363617114723, "loss_rpn_loc": 0.08215508633293211, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949198983780704, "mask_rcnn/false_negative": 0.09868008095124432, "mask_rcnn/false_positive": 0.11276334235472155, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9999005885329098, "total_loss": 0.8288972045993432}
{"data_time": 0.02021254668943584, "eta_seconds": 206592.55523623433, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.327208491012299, "fast_rcnn/fg_cls_accuracy": 0.6518416039190783, "iteration": 62299, "loss_box_reg": 0.2100417409092188, "loss_cls": 0.1686671320348978, "loss_mask": 0.24506629444658756, "loss_rpn_cls": 0.04057112033478916, "loss_rpn_loc": 0.08161615359131247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979965857968915, "mask_rcnn/false_negative": 0.09456711808462039, "mask_rcnn/false_positive": 0.1225711034055525, "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": 0.9873712237458676, "total_loss": 0.7485682114493102}
{"data_time": 0.019034493947401643, "eta_seconds": 206621.13717392087, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3008053221288515, "fast_rcnn/fg_cls_accuracy": 0.6726168224299065, "iteration": 62319, "loss_box_reg": 0.22488597594201565, "loss_cls": 0.18442534748464823, "loss_mask": 0.24936063960194588, "loss_rpn_cls": 0.03739568934543058, "loss_rpn_loc": 0.08317210827954113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879750045117024, "mask_rcnn/false_negative": 0.10326533773937648, "mask_rcnn/false_positive": 0.10846814969446629, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9996894428040832, "total_loss": 0.7887952315504663}
{"data_time": 0.015019429149106145, "eta_seconds": 206601.239144532, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2997832634620864, "fast_rcnn/fg_cls_accuracy": 0.684772340827508, "iteration": 62339, "loss_box_reg": 0.23397408239543438, "loss_cls": 0.18811063654720783, "loss_mask": 0.24701515212655067, "loss_rpn_cls": 0.03338293731212616, "loss_rpn_loc": 0.08402997150551528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980342547787568, "mask_rcnn/false_negative": 0.10195913249663421, "mask_rcnn/false_positive": 0.12076438157745809, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9745904938317835, "total_loss": 0.8159831890370697}
{"data_time": 0.01538292714394629, "eta_seconds": 206680.06600902416, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.306215644820296, "fast_rcnn/fg_cls_accuracy": 0.6601933098748385, "iteration": 62359, "loss_box_reg": 0.2435321006923914, "loss_cls": 0.1985718570649624, "loss_mask": 0.25374246947467327, "loss_rpn_cls": 0.03986710449680686, "loss_rpn_loc": 0.09417163068428636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907556481325108, "mask_rcnn/false_negative": 0.0955528773213172, "mask_rcnn/false_positive": 0.12879673514575646, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9900900430511683, "total_loss": 0.8563005726318806}
{"data_time": 0.024304112419486046, "eta_seconds": 206574.57197237294, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30686059891667367, "fast_rcnn/fg_cls_accuracy": 0.6404156965954719, "iteration": 62379, "loss_box_reg": 0.21519033145159483, "loss_cls": 0.18241919158026576, "loss_mask": 0.2436055652797222, "loss_rpn_cls": 0.03623765124939382, "loss_rpn_loc": 0.06516954372636974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956212048786814, "mask_rcnn/false_negative": 0.10043178276237391, "mask_rcnn/false_positive": 0.11560994885977485, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.026113449363038, "total_loss": 0.7125571421347558}
{"data_time": 0.01456345897167921, "eta_seconds": 206640.25093177333, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32126148705096075, "fast_rcnn/fg_cls_accuracy": 0.6423245614035087, "iteration": 62399, "loss_box_reg": 0.2272856468334794, "loss_cls": 0.18654671125113964, "loss_mask": 0.2555917091667652, "loss_rpn_cls": 0.036774783162400126, "loss_rpn_loc": 0.0791085185483098, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953140184645287, "mask_rcnn/false_negative": 0.08978842554026112, "mask_rcnn/false_positive": 0.11643265817270392, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9795845767948776, "total_loss": 0.7856542835943401}
{"data_time": 0.020964669063687325, "eta_seconds": 206658.81021744106, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30222845993222197, "fast_rcnn/fg_cls_accuracy": 0.6832529386971387, "iteration": 62419, "loss_box_reg": 0.22672336548566818, "loss_cls": 0.18584224581718445, "loss_mask": 0.24237289279699326, "loss_rpn_cls": 0.03769733462831937, "loss_rpn_loc": 0.06798608636017889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882855467619846, "mask_rcnn/false_negative": 0.10310173086122437, "mask_rcnn/false_positive": 0.11957439728002511, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0015361832920462, "total_loss": 0.7714300806401297}
{"data_time": 0.017534153535962105, "eta_seconds": 206753.87513672002, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35917793382943786, "fast_rcnn/fg_cls_accuracy": 0.6084694875017456, "iteration": 62439, "loss_box_reg": 0.24776388332247734, "loss_cls": 0.204909548163414, "loss_mask": 0.2586942445486784, "loss_rpn_cls": 0.03695273585617542, "loss_rpn_loc": 0.07116607675561681, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912656052657146, "mask_rcnn/false_negative": 0.10587563232432379, "mask_rcnn/false_positive": 0.12707831679404652, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0002863802947104, "total_loss": 0.8270285094622523}
{"data_time": 0.02286256058141589, "eta_seconds": 206534.12206686102, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2928430959404411, "fast_rcnn/fg_cls_accuracy": 0.6850288600288601, "iteration": 62459, "loss_box_reg": 0.21873852983117104, "loss_cls": 0.193864228669554, "loss_mask": 0.2497003674507141, "loss_rpn_cls": 0.033521166536957026, "loss_rpn_loc": 0.07456862600520253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937493558029272, "mask_rcnn/false_negative": 0.09133783800917683, "mask_rcnn/false_positive": 0.1098777259909689, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9742683388758451, "total_loss": 0.7851856647175737}
{"data_time": 0.01489980099722743, "eta_seconds": 206693.2894925773, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2935483870967742, "fast_rcnn/fg_cls_accuracy": 0.6768752047166722, "iteration": 62479, "loss_box_reg": 0.21385455038398504, "loss_cls": 0.18408869113773108, "loss_mask": 0.24100951850414276, "loss_rpn_cls": 0.03720719588454813, "loss_rpn_loc": 0.07906313287094235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959665235305703, "mask_rcnn/false_negative": 0.0890109559937583, "mask_rcnn/false_positive": 0.1227013060376001, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9948171945288777, "total_loss": 0.7772305707912892}
{"data_time": 0.020158067112788558, "eta_seconds": 206934.05898287892, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.32947064175988866, "fast_rcnn/fg_cls_accuracy": 0.6621894663921335, "iteration": 62499, "loss_box_reg": 0.22821038402616978, "loss_cls": 0.1956642083823681, "loss_mask": 0.24968205392360687, "loss_rpn_cls": 0.03924967034254223, "loss_rpn_loc": 0.08837093727197498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831803585548714, "mask_rcnn/false_negative": 0.09049522596928156, "mask_rcnn/false_positive": 0.1257782559666185, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0182204018346965, "total_loss": 0.8153328755870461}
{"data_time": 0.013887944631278515, "eta_seconds": 206880.75667675585, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3431868131868132, "fast_rcnn/fg_cls_accuracy": 0.635934065934066, "iteration": 62519, "loss_box_reg": 0.2253264430910349, "loss_cls": 0.18604445550590754, "loss_mask": 0.25260379165410995, "loss_rpn_cls": 0.04225602187216282, "loss_rpn_loc": 0.09131044708192348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932294433100019, "mask_rcnn/false_negative": 0.08352794164627941, "mask_rcnn/false_positive": 0.12213464430703766, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9847363664302975, "total_loss": 0.8185490157920867}
{"data_time": 0.02041616477072239, "eta_seconds": 206946.0568535421, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.34216344720991965, "fast_rcnn/fg_cls_accuracy": 0.6255954197767234, "iteration": 62539, "loss_box_reg": 0.22721815295517445, "loss_cls": 0.1935161054134369, "loss_mask": 0.2589989434927702, "loss_rpn_cls": 0.0425543172750622, "loss_rpn_loc": 0.09153228480136022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844913630935959, "mask_rcnn/false_negative": 0.09745365949833087, "mask_rcnn/false_positive": 0.13859442893125368, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.985553716076538, "total_loss": 0.8268021783442236}
{"data_time": 0.026054197922348976, "eta_seconds": 206981.01360192522, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3129703901762725, "fast_rcnn/fg_cls_accuracy": 0.6517223268617792, "iteration": 62559, "loss_box_reg": 0.24042155593633652, "loss_cls": 0.2034689262509346, "loss_mask": 0.27444833889603615, "loss_rpn_cls": 0.03678718430455774, "loss_rpn_loc": 0.08076160470955074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8777448057076984, "mask_rcnn/false_negative": 0.09696389564279984, "mask_rcnn/false_positive": 0.13885765280502463, "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": 1.0016598131041974, "total_loss": 0.834018396330066}
{"data_time": 0.0196315492503345, "eta_seconds": 207014.3053643452, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.32604339414040906, "fast_rcnn/fg_cls_accuracy": 0.6131048932143823, "iteration": 62579, "loss_box_reg": 0.20411800127476454, "loss_cls": 0.1756809731014073, "loss_mask": 0.23356518521904945, "loss_rpn_cls": 0.04525851388461888, "loss_rpn_loc": 0.07728412374854088, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842932245891058, "mask_rcnn/false_negative": 0.09839115883932231, "mask_rcnn/false_positive": 0.14374093839824387, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9947128442581743, "total_loss": 0.7340560231823474}
{"data_time": 0.01510384981520474, "eta_seconds": 207014.80746115558, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31040628460686603, "fast_rcnn/fg_cls_accuracy": 0.6784330011074198, "iteration": 62599, "loss_box_reg": 0.2196148931980133, "loss_cls": 0.19074124190956354, "loss_mask": 0.2443182673305273, "loss_rpn_cls": 0.03494639717973769, "loss_rpn_loc": 0.07250387012027204, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000309939753478, "mask_rcnn/false_negative": 0.09091589094793462, "mask_rcnn/false_positive": 0.10953432828163967, "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": 0.9872103342786431, "total_loss": 0.7480063068214804}
{"data_time": 0.02340399380773306, "eta_seconds": 206949.04224772006, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3400038226299694, "fast_rcnn/fg_cls_accuracy": 0.6193131345177665, "iteration": 62619, "loss_box_reg": 0.2183495769277215, "loss_cls": 0.19334648177027702, "loss_mask": 0.25236257165670395, "loss_rpn_cls": 0.046291996201034635, "loss_rpn_loc": 0.0715557737275958, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925413110634619, "mask_rcnn/false_negative": 0.10750339057773459, "mask_rcnn/false_positive": 0.11316474523983325, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9978159065358341, "total_loss": 0.8023053447250277}
{"data_time": 0.01465859916061163, "eta_seconds": 206974.88175094128, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3126293995859213, "fast_rcnn/fg_cls_accuracy": 0.5858962410686548, "iteration": 62639, "loss_box_reg": 0.20105482824146748, "loss_cls": 0.1921285055577755, "loss_mask": 0.24638015404343605, "loss_rpn_cls": 0.033030396909452975, "loss_rpn_loc": 0.0642603999003768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962976058086729, "mask_rcnn/false_negative": 0.0924618544004972, "mask_rcnn/false_positive": 0.0964472928482745, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 1.0067593208514154, "total_loss": 0.7400238497648388}
{"data_time": 0.01918831467628479, "eta_seconds": 206954.91889583413, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2996794871794872, "fast_rcnn/fg_cls_accuracy": 0.6429190751445086, "iteration": 62659, "loss_box_reg": 0.2410093042999506, "loss_cls": 0.1889414032921195, "loss_mask": 0.26390898786485195, "loss_rpn_cls": 0.03980521112680435, "loss_rpn_loc": 0.08887029811739922, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832517690979756, "mask_rcnn/false_negative": 0.09633713185916509, "mask_rcnn/false_positive": 0.1282309634247094, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0077495481818914, "total_loss": 0.8093337493482977}
{"data_time": 0.019314652075991035, "eta_seconds": 206861.27911661752, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.31951530612244894, "fast_rcnn/fg_cls_accuracy": 0.6120879120879121, "iteration": 62679, "loss_box_reg": 0.21590778790414333, "loss_cls": 0.18606285471469164, "loss_mask": 0.2532682102173567, "loss_rpn_cls": 0.03990597790107131, "loss_rpn_loc": 0.09299868915695697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933795292885507, "mask_rcnn/false_negative": 0.08518993052070667, "mask_rcnn/false_positive": 0.13634243720346684, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0057162751909345, "total_loss": 0.7800974200945348}
{"data_time": 0.015511962585151196, "eta_seconds": 206869.2084962502, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31449477192822245, "fast_rcnn/fg_cls_accuracy": 0.6501829020457932, "iteration": 62699, "loss_box_reg": 0.22305172309279442, "loss_cls": 0.19295863434672356, "loss_mask": 0.23529323935508728, "loss_rpn_cls": 0.03421502455603331, "loss_rpn_loc": 0.06537936092354357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956313507376883, "mask_rcnn/false_negative": 0.09465706926752179, "mask_rcnn/false_positive": 0.1410788885546202, "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": 1.0103328714612871, "total_loss": 0.7585075132083148}
{"data_time": 0.015515476930886507, "eta_seconds": 206821.36762151495, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.32431435247817, "fast_rcnn/fg_cls_accuracy": 0.6678677776943673, "iteration": 62719, "loss_box_reg": 0.23463656567037106, "loss_cls": 0.18258163519203663, "loss_mask": 0.2473611831665039, "loss_rpn_cls": 0.03182533080689609, "loss_rpn_loc": 0.07032131287269294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897167152013441, "mask_rcnn/false_negative": 0.09106105538606858, "mask_rcnn/false_positive": 0.12085429263386294, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.001654079882428, "total_loss": 0.781322993861977}
{"data_time": 0.0142332857940346, "eta_seconds": 206801.41187396366, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3390574771762891, "fast_rcnn/fg_cls_accuracy": 0.6132241055946778, "iteration": 62739, "loss_box_reg": 0.24291352927684784, "loss_cls": 0.20267999731004238, "loss_mask": 0.24602854996919632, "loss_rpn_cls": 0.04026111005805433, "loss_rpn_loc": 0.07144406973384321, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042127729153151, "mask_rcnn/false_negative": 0.08533903218620822, "mask_rcnn/false_positive": 0.1020667987949776, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9949241722933948, "total_loss": 0.8272885135374963}
{"data_time": 0.014791479101404548, "eta_seconds": 206781.45612641238, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.29197398584670586, "fast_rcnn/fg_cls_accuracy": 0.6788099272401077, "iteration": 62759, "loss_box_reg": 0.1947394604794681, "loss_cls": 0.16814880073070526, "loss_mask": 0.2359176017343998, "loss_rpn_cls": 0.03396422020159662, "loss_rpn_loc": 0.0658796054776758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951254081101752, "mask_rcnn/false_negative": 0.08204321258759095, "mask_rcnn/false_positive": 0.11125942844582917, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0057837984059006, "total_loss": 0.727265591151081}
{"data_time": 0.016325990669429302, "eta_seconds": 206706.65140842088, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.33762177650429803, "fast_rcnn/fg_cls_accuracy": 0.6337117541187872, "iteration": 62779, "loss_box_reg": 0.23089939635246992, "loss_cls": 0.19056548364460468, "loss_mask": 0.2534597422927618, "loss_rpn_cls": 0.035836743540130556, "loss_rpn_loc": 0.0752469738945365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854565243700476, "mask_rcnn/false_negative": 0.08893607702539849, "mask_rcnn/false_positive": 0.1214646954242605, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.986047204118222, "total_loss": 0.7994231097400188}
{"data_time": 0.01749518420547247, "eta_seconds": 206686.70095466077, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2918661284672994, "fast_rcnn/fg_cls_accuracy": 0.6615431787028353, "iteration": 62799, "loss_box_reg": 0.21700555458664894, "loss_cls": 0.1823570290580392, "loss_mask": 0.24408612214028835, "loss_rpn_cls": 0.03355643048416823, "loss_rpn_loc": 0.06043189240153879, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889809824305662, "mask_rcnn/false_negative": 0.09877813835453492, "mask_rcnn/false_positive": 0.11478967913155305, "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": 1.0205079577863216, "total_loss": 0.7598328075837344}
{"data_time": 0.015644637867808342, "eta_seconds": 206666.75050090067, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3154106029106029, "fast_rcnn/fg_cls_accuracy": 0.663768293771194, "iteration": 62819, "loss_box_reg": 0.2347245505079627, "loss_cls": 0.18768695555627346, "loss_mask": 0.2510955482721329, "loss_rpn_cls": 0.039132545702159405, "loss_rpn_loc": 0.08248999388888478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922141411297511, "mask_rcnn/false_negative": 0.10211661153129478, "mask_rcnn/false_positive": 0.11402738307585486, "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": 1.000595120480284, "total_loss": 0.7850116436602548}
{"data_time": 0.017051785485818982, "eta_seconds": 206689.38180792145, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32685281010412487, "fast_rcnn/fg_cls_accuracy": 0.6283217597082671, "iteration": 62839, "loss_box_reg": 0.20179770328104496, "loss_cls": 0.17075250577181578, "loss_mask": 0.23889493010938168, "loss_rpn_cls": 0.032577660866081715, "loss_rpn_loc": 0.05860122665762901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930343442989997, "mask_rcnn/false_negative": 0.08426202546534009, "mask_rcnn/false_positive": 0.12369097545720469, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0133561624679714, "total_loss": 0.6909015098353848}
{"data_time": 0.02075097244232893, "eta_seconds": 206718.6081034271, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3241956241956242, "fast_rcnn/fg_cls_accuracy": 0.6300964996617171, "iteration": 62859, "loss_box_reg": 0.23900088109076023, "loss_cls": 0.2092816848307848, "loss_mask": 0.2481794748455286, "loss_rpn_cls": 0.03850653825793415, "loss_rpn_loc": 0.07395010534673929, "lr": 0.0001, "mask_rcnn/accuracy": 0.88719451532071, "mask_rcnn/false_negative": 0.09319578842789096, "mask_rcnn/false_positive": 0.11257069688519585, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9989289017394185, "total_loss": 0.7925990214571357}
{"data_time": 0.01337873237207532, "eta_seconds": 206677.8995482251, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2797495125739401, "fast_rcnn/fg_cls_accuracy": 0.698967698967699, "iteration": 62879, "loss_box_reg": 0.21205055434256792, "loss_cls": 0.17223550332710147, "loss_mask": 0.24640890397131443, "loss_rpn_cls": 0.031081894994713366, "loss_rpn_loc": 0.06958328752079979, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063864087301587, "mask_rcnn/false_negative": 0.09330339981114766, "mask_rcnn/false_positive": 0.10601749273764083, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9829793311655521, "total_loss": 0.7277877521701157}
{"data_time": 0.018236989388242364, "eta_seconds": 206641.76589355338, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.35422804146208403, "fast_rcnn/fg_cls_accuracy": 0.6020102549357869, "iteration": 62899, "loss_box_reg": 0.21678428538143635, "loss_cls": 0.1887125950306654, "loss_mask": 0.24930174835026264, "loss_rpn_cls": 0.03316207916941494, "loss_rpn_loc": 0.07209014240652323, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956340849371406, "mask_rcnn/false_negative": 0.09686227752819263, "mask_rcnn/false_positive": 0.11849850255713804, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9896217712666839, "total_loss": 0.7557888122973964}
{"data_time": 0.013948943931609392, "eta_seconds": 206621.8101460021, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.34891966906149985, "fast_rcnn/fg_cls_accuracy": 0.6128205128205129, "iteration": 62919, "loss_box_reg": 0.23485031072050333, "loss_cls": 0.19113228376954794, "loss_mask": 0.25073930621147156, "loss_rpn_cls": 0.035140553722158074, "loss_rpn_loc": 0.07101911888457835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882673129299199, "mask_rcnn/false_negative": 0.1063333658994787, "mask_rcnn/false_positive": 0.11115415501476576, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9830979141406715, "total_loss": 0.7764123234665021}
{"data_time": 0.014864931115880609, "eta_seconds": 206547.04777834006, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.3400735537299414, "fast_rcnn/fg_cls_accuracy": 0.5734280536042651, "iteration": 62939, "loss_box_reg": 0.2358669489622116, "loss_cls": 0.18230704590678215, "loss_mask": 0.2551284357905388, "loss_rpn_cls": 0.036032918840646744, "loss_rpn_loc": 0.08655239501968026, "lr": 0.0001, "mask_rcnn/accuracy": 0.892914016255853, "mask_rcnn/false_negative": 0.09541086068434028, "mask_rcnn/false_positive": 0.11828520144982396, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9864077484235168, "total_loss": 0.81569759757258}
{"data_time": 0.016054098028689623, "eta_seconds": 206527.09732457995, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3396776929601357, "fast_rcnn/fg_cls_accuracy": 0.6211403645427637, "iteration": 62959, "loss_box_reg": 0.2259079422801733, "loss_cls": 0.1821134607307613, "loss_mask": 0.23982884734869003, "loss_rpn_cls": 0.03883190895430744, "loss_rpn_loc": 0.06974409811664373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923854597013844, "mask_rcnn/false_negative": 0.08749849810780919, "mask_rcnn/false_positive": 0.11205735964049143, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0025562702212483, "total_loss": 0.7606636356795207}
{"data_time": 0.014761366881430149, "eta_seconds": 206221.28680273425, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32281581881124216, "fast_rcnn/fg_cls_accuracy": 0.6311050061050061, "iteration": 62979, "loss_box_reg": 0.22677959594875574, "loss_cls": 0.19582695979624987, "loss_mask": 0.2410699427127838, "loss_rpn_cls": 0.040618588449433446, "loss_rpn_loc": 0.08533489459659904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849946460065508, "mask_rcnn/false_negative": 0.1155522881901419, "mask_rcnn/false_positive": 0.1204878418755044, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9762464226223528, "total_loss": 0.8016353056300431}
{"data_time": 0.017473083455115557, "eta_seconds": 206529.74528982304, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3303749201698035, "fast_rcnn/fg_cls_accuracy": 0.6442636629119733, "iteration": 62999, "loss_box_reg": 0.22978266328573227, "loss_cls": 0.1781353959813714, "loss_mask": 0.2554273698478937, "loss_rpn_cls": 0.03725432220380753, "loss_rpn_loc": 0.06495271745370701, "lr": 0.0001, "mask_rcnn/accuracy": 0.887883095946712, "mask_rcnn/false_negative": 0.09203041492676098, "mask_rcnn/false_positive": 0.1306026748388524, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0192160282749683, "total_loss": 0.7987855962710455}
{"data_time": 0.015645532170310616, "eta_seconds": 206509.79072506074, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.36136475208640156, "fast_rcnn/fg_cls_accuracy": 0.5948156225218081, "iteration": 63019, "loss_box_reg": 0.22425821982324123, "loss_cls": 0.1970364497974515, "loss_mask": 0.2529252711683512, "loss_rpn_cls": 0.03616779868025333, "loss_rpn_loc": 0.07330291194375604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975636468120918, "mask_rcnn/false_negative": 0.08281415286964455, "mask_rcnn/false_positive": 0.12703887977013278, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.027566869975999, "total_loss": 0.8000078968470916}
{"data_time": 0.014570462983101606, "eta_seconds": 206559.4106669724, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3279365079365079, "fast_rcnn/fg_cls_accuracy": 0.6337301587301587, "iteration": 63039, "loss_box_reg": 0.22079544514417648, "loss_cls": 0.18902114406228065, "loss_mask": 0.2403535321354866, "loss_rpn_cls": 0.03785605076700449, "loss_rpn_loc": 0.06928151869215071, "lr": 0.0001, "mask_rcnn/accuracy": 0.896515131038836, "mask_rcnn/false_negative": 0.08948106349552357, "mask_rcnn/false_positive": 0.11372600085267043, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0327162619214505, "total_loss": 0.7865429872763343}
{"data_time": 0.018847184954211116, "eta_seconds": 206489.22540512402, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29265370243811517, "fast_rcnn/fg_cls_accuracy": 0.6501472405097568, "iteration": 63059, "loss_box_reg": 0.23291956819593906, "loss_cls": 0.1979818930849433, "loss_mask": 0.2561047486960888, "loss_rpn_cls": 0.03442015592008829, "loss_rpn_loc": 0.06569986883550882, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881279186315675, "mask_rcnn/false_negative": 0.09534015199387588, "mask_rcnn/false_positive": 0.1227632538354627, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.006389015354216, "total_loss": 0.7897802223451436}
{"data_time": 0.016914917388930917, "eta_seconds": 206593.54149230756, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.314993564993565, "fast_rcnn/fg_cls_accuracy": 0.642561004501303, "iteration": 63079, "loss_box_reg": 0.220892496407032, "loss_cls": 0.19583630003035069, "loss_mask": 0.24821402318775654, "loss_rpn_cls": 0.036258598673157394, "loss_rpn_loc": 0.07726841745898128, "lr": 0.0001, "mask_rcnn/accuracy": 0.888955852801254, "mask_rcnn/false_negative": 0.10356890885728877, "mask_rcnn/false_positive": 0.1094206213197498, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0293299125041813, "total_loss": 0.7868993725860491}
{"data_time": 0.01635165326297283, "eta_seconds": 206542.55043130834, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33135962104724104, "fast_rcnn/fg_cls_accuracy": 0.648832238351889, "iteration": 63099, "loss_box_reg": 0.21729762386530638, "loss_cls": 0.1759944288060069, "loss_mask": 0.24691962823271751, "loss_rpn_cls": 0.03780955821275711, "loss_rpn_loc": 0.08174103777855635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778549363035324, "mask_rcnn/false_negative": 0.09388327255891446, "mask_rcnn/false_positive": 0.14450261370060352, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9863068200647831, "total_loss": 0.762439749436453}
{"data_time": 0.01692116423510015, "eta_seconds": 206438.41183148324, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2984586622690647, "fast_rcnn/fg_cls_accuracy": 0.6770165745856354, "iteration": 63119, "loss_box_reg": 0.23336257599294186, "loss_cls": 0.19520642422139645, "loss_mask": 0.25156655721366405, "loss_rpn_cls": 0.043041779194027185, "loss_rpn_loc": 0.07494071032851934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943753751279051, "mask_rcnn/false_negative": 0.0936783366696287, "mask_rcnn/false_positive": 0.11005266983320128, "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": 1.0028201329987496, "total_loss": 0.7954446717631072}
{"data_time": 0.020003663143143058, "eta_seconds": 206418.45452175476, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3595622895622895, "fast_rcnn/fg_cls_accuracy": 0.6063939245467908, "iteration": 63139, "loss_box_reg": 0.21329867839813232, "loss_cls": 0.17949024122208357, "loss_mask": 0.24853467009961605, "loss_rpn_cls": 0.0338376818690449, "loss_rpn_loc": 0.0887160487473011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890969960179868, "mask_rcnn/false_negative": 0.08683927835566121, "mask_rcnn/false_positive": 0.11273925385081623, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0120408404618502, "total_loss": 0.7874846401391551}
{"data_time": 0.024878680473193526, "eta_seconds": 206389.44323376752, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3398009950248756, "fast_rcnn/fg_cls_accuracy": 0.6411513859275053, "iteration": 63159, "loss_box_reg": 0.22181663289666176, "loss_cls": 0.19581419322639704, "loss_mask": 0.25914108753204346, "loss_rpn_cls": 0.04113825177773833, "loss_rpn_loc": 0.08050460182130337, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063210620786777, "mask_rcnn/false_negative": 0.09055248627082309, "mask_rcnn/false_positive": 0.10379771026849602, "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": 0.991925838869065, "total_loss": 0.7914322658907622}
{"data_time": 0.018636323744431138, "eta_seconds": 206362.3854278354, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.34975814143616296, "fast_rcnn/fg_cls_accuracy": 0.6262433357205379, "iteration": 63179, "loss_box_reg": 0.23606986599043012, "loss_cls": 0.19174079224467278, "loss_mask": 0.24964648112654686, "loss_rpn_cls": 0.03578573511913419, "loss_rpn_loc": 0.08911213255487382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927404532799639, "mask_rcnn/false_negative": 0.0888870819185866, "mask_rcnn/false_positive": 0.11617967763027615, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9915147565770894, "total_loss": 0.815989290480502}
{"data_time": 0.014216058887541294, "eta_seconds": 206342.4296802841, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29847555515759316, "fast_rcnn/fg_cls_accuracy": 0.691887535816619, "iteration": 63199, "loss_box_reg": 0.2191870678216219, "loss_cls": 0.19350054673850536, "loss_mask": 0.23645482771098614, "loss_rpn_cls": 0.04222207493148744, "loss_rpn_loc": 0.08397648273967206, "lr": 0.0001, "mask_rcnn/accuracy": 0.902666489755011, "mask_rcnn/false_negative": 0.0868965232002192, "mask_rcnn/false_positive": 0.12205800391910543, "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": 0.9931551429908723, "total_loss": 0.7986264021601528}
{"data_time": 0.01377989654429257, "eta_seconds": 206053.5068077175, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.33338481906443074, "fast_rcnn/fg_cls_accuracy": 0.634090909090909, "iteration": 63219, "loss_box_reg": 0.2322047669440508, "loss_cls": 0.19001783523708582, "loss_mask": 0.24987693317234516, "loss_rpn_cls": 0.03834239800926298, "loss_rpn_loc": 0.0739068299299106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968419027273629, "mask_rcnn/false_negative": 0.08672252924542534, "mask_rcnn/false_positive": 0.10849736328966604, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9837783179245889, "total_loss": 0.8076313865603879}
{"data_time": 0.019089199136942625, "eta_seconds": 205960.2011712268, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.31910052371993697, "fast_rcnn/fg_cls_accuracy": 0.6560291350994051, "iteration": 63239, "loss_box_reg": 0.22634371649473906, "loss_cls": 0.19350451789796352, "loss_mask": 0.2440991960465908, "loss_rpn_cls": 0.03979380568489432, "loss_rpn_loc": 0.06761461868882179, "lr": 0.0001, "mask_rcnn/accuracy": 0.898496977762224, "mask_rcnn/false_negative": 0.09890380580255949, "mask_rcnn/false_positive": 0.10707234650190768, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9781394798774272, "total_loss": 0.7662830163026229}
{"data_time": 0.019849247531965375, "eta_seconds": 205891.37787220068, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31335938778850875, "fast_rcnn/fg_cls_accuracy": 0.6539129393449494, "iteration": 63259, "loss_box_reg": 0.24088929640129209, "loss_cls": 0.19812822807580233, "loss_mask": 0.25122467055916786, "loss_rpn_cls": 0.03838820802047849, "loss_rpn_loc": 0.07459771726280451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890769064456407, "mask_rcnn/false_negative": 0.10248489832423116, "mask_rcnn/false_positive": 0.1189209034327125, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9831957947462797, "total_loss": 0.82601363142021}
{"data_time": 0.02992439945228398, "eta_seconds": 205904.65993389487, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.34742678178432373, "fast_rcnn/fg_cls_accuracy": 0.6431617499498294, "iteration": 63279, "loss_box_reg": 0.22090417053550482, "loss_cls": 0.18518156139180064, "loss_mask": 0.2536854986101389, "loss_rpn_cls": 0.03599960921565071, "loss_rpn_loc": 0.09822874423116446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916726862130844, "mask_rcnn/false_negative": 0.0892519286377342, "mask_rcnn/false_positive": 0.14074511015642946, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0085424724966288, "total_loss": 0.7860534958890639}
{"data_time": 0.019215486478060484, "eta_seconds": 205973.78787675407, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.324576802507837, "fast_rcnn/fg_cls_accuracy": 0.6239734937799821, "iteration": 63299, "loss_box_reg": 0.21268890146166086, "loss_cls": 0.17938637267798185, "loss_mask": 0.24200524389743805, "loss_rpn_cls": 0.03334485914092511, "loss_rpn_loc": 0.07937660964671522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940541029187006, "mask_rcnn/false_negative": 0.09417974245837829, "mask_rcnn/false_positive": 0.1281147085877854, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0066649350337684, "total_loss": 0.7419490527827293}
{"data_time": 0.014592997962608933, "eta_seconds": 206070.39840057492, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.323124577021188, "fast_rcnn/fg_cls_accuracy": 0.6558188153310105, "iteration": 63319, "loss_box_reg": 0.22805122006684542, "loss_cls": 0.1855211490765214, "loss_mask": 0.2455759160220623, "loss_rpn_cls": 0.034447176614776254, "loss_rpn_loc": 0.09504497423768044, "lr": 0.0001, "mask_rcnn/accuracy": 0.895146157321542, "mask_rcnn/false_negative": 0.10001549948983035, "mask_rcnn/false_positive": 0.12029962399987314, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0036427073646337, "total_loss": 0.7995220463490114}
{"data_time": 0.029460893012583256, "eta_seconds": 206121.63346486166, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3117280611600945, "fast_rcnn/fg_cls_accuracy": 0.6326230155116412, "iteration": 63339, "loss_box_reg": 0.2244370197877288, "loss_cls": 0.1869051493704319, "loss_mask": 0.2462889226153493, "loss_rpn_cls": 0.03769738064147532, "loss_rpn_loc": 0.06949867028743029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971095695130797, "mask_rcnn/false_negative": 0.07927719499345223, "mask_rcnn/false_positive": 0.1233147632696275, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9926882265135646, "total_loss": 0.7827848759479821}
{"data_time": 0.01652534632012248, "eta_seconds": 206170.5631241016, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.29696673189823874, "fast_rcnn/fg_cls_accuracy": 0.6423451100870455, "iteration": 63359, "loss_box_reg": 0.2209045309573412, "loss_cls": 0.18358055502176285, "loss_mask": 0.24673695676028728, "loss_rpn_cls": 0.03861715062521398, "loss_rpn_loc": 0.07643842650577426, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941899349751514, "mask_rcnn/false_negative": 0.09404182776988051, "mask_rcnn/false_positive": 0.11274121427272557, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0296129102353007, "total_loss": 0.7618843908421695}
{"data_time": 0.016838021343573928, "eta_seconds": 206167.36049359664, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.34492525570417, "fast_rcnn/fg_cls_accuracy": 0.6421011238084409, "iteration": 63379, "loss_box_reg": 0.2260906184092164, "loss_cls": 0.1851286692544818, "loss_mask": 0.25540574826300144, "loss_rpn_cls": 0.030563209671527147, "loss_rpn_loc": 0.07391312252730131, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938543187560466, "mask_rcnn/false_negative": 0.08028732523230966, "mask_rcnn/false_positive": 0.11589785738745656, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0177468280307949, "total_loss": 0.7841565071139485}
{"data_time": 0.016715062083676457, "eta_seconds": 206159.0094952844, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2741525760101612, "fast_rcnn/fg_cls_accuracy": 0.6894798534798535, "iteration": 63399, "loss_box_reg": 0.21766699105501175, "loss_cls": 0.17746162228286266, "loss_mask": 0.23584678396582603, "loss_rpn_cls": 0.037926941993646324, "loss_rpn_loc": 0.07871091226115823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975227818400087, "mask_rcnn/false_negative": 0.08609934633897037, "mask_rcnn/false_positive": 0.10230832758075933, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9956905115395784, "total_loss": 0.76550585066434}
{"data_time": 0.01593559584580362, "eta_seconds": 206139.05218555592, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3433305831706381, "fast_rcnn/fg_cls_accuracy": 0.6437764886506762, "iteration": 63419, "loss_box_reg": 0.2233334258198738, "loss_cls": 0.1935859052464366, "loss_mask": 0.24906727112829685, "loss_rpn_cls": 0.03956310637295246, "loss_rpn_loc": 0.07530892791692168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911060029378924, "mask_rcnn/false_negative": 0.09494041582871102, "mask_rcnn/false_positive": 0.11195064859632878, "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": 0.9985064964275807, "total_loss": 0.798817255301401}
{"data_time": 0.012729472015053034, "eta_seconds": 206090.7448650524, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.31480246012717605, "fast_rcnn/fg_cls_accuracy": 0.6468968658137706, "iteration": 63439, "loss_box_reg": 0.2218845784664154, "loss_cls": 0.1849359730258584, "loss_mask": 0.25587174855172634, "loss_rpn_cls": 0.031137313577346504, "loss_rpn_loc": 0.07498542848043144, "lr": 0.0001, "mask_rcnn/accuracy": 0.898779995312279, "mask_rcnn/false_negative": 0.0906584014902991, "mask_rcnn/false_positive": 0.12275503839668916, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9897039555944502, "total_loss": 0.7602008229587227}
{"data_time": 0.0240672139916569, "eta_seconds": 206303.60487472266, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.27557305336832894, "fast_rcnn/fg_cls_accuracy": 0.6716320352277418, "iteration": 63459, "loss_box_reg": 0.22249837964773178, "loss_cls": 0.1805269606411457, "loss_mask": 0.2445796225219965, "loss_rpn_cls": 0.03846773877739906, "loss_rpn_loc": 0.07676225481554866, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998402161376555, "mask_rcnn/false_negative": 0.08141793719632305, "mask_rcnn/false_positive": 0.12040643024875469, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 1.0086494460701942, "total_loss": 0.8014114307006821}
{"data_time": 0.022360842442139983, "eta_seconds": 206452.38195209764, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3325652841781874, "fast_rcnn/fg_cls_accuracy": 0.6244577477008503, "iteration": 63479, "loss_box_reg": 0.23672297969460487, "loss_cls": 0.18691225722432137, "loss_mask": 0.2527139075100422, "loss_rpn_cls": 0.036346058594062924, "loss_rpn_loc": 0.08245306729804724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908247833481835, "mask_rcnn/false_negative": 0.09985736720570883, "mask_rcnn/false_positive": 0.12410950623076028, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0149165485054255, "total_loss": 0.8002726522972807}
{"data_time": 0.016895215958356857, "eta_seconds": 206263.65065667778, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33533759643763267, "fast_rcnn/fg_cls_accuracy": 0.6183493060145406, "iteration": 63499, "loss_box_reg": 0.24004452303051949, "loss_cls": 0.1811409518122673, "loss_mask": 0.25073521584272385, "loss_rpn_cls": 0.034108610823750496, "loss_rpn_loc": 0.0760036323335953, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914071738619953, "mask_rcnn/false_negative": 0.08386201164484464, "mask_rcnn/false_positive": 0.13492376066725847, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9943058209028095, "total_loss": 0.7898724658880383}
{"data_time": 0.020083142444491386, "eta_seconds": 206504.0678189695, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.31823152632401186, "fast_rcnn/fg_cls_accuracy": 0.6449666153055984, "iteration": 63519, "loss_box_reg": 0.2279828628525138, "loss_cls": 0.20020638220012188, "loss_mask": 0.25453279353678226, "loss_rpn_cls": 0.04252648075635079, "loss_rpn_loc": 0.08282132539898157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851723350815361, "mask_rcnn/false_negative": 0.09520560012212131, "mask_rcnn/false_positive": 0.13147113803484325, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0024461431894451, "total_loss": 0.841284061782062}
{"data_time": 0.0173836185131222, "eta_seconds": 206493.8934911834, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3566729634784914, "fast_rcnn/fg_cls_accuracy": 0.5698490422217803, "iteration": 63539, "loss_box_reg": 0.23092958889901638, "loss_cls": 0.20011578872799873, "loss_mask": 0.2486957162618637, "loss_rpn_cls": 0.03872407367452979, "loss_rpn_loc": 0.08483863715082407, "lr": 0.0001, "mask_rcnn/accuracy": 0.886666387033139, "mask_rcnn/false_negative": 0.09867953774275101, "mask_rcnn/false_positive": 0.1369608641038339, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.987447083927691, "total_loss": 0.8124349678400904}
{"data_time": 0.01788005279377103, "eta_seconds": 206464.06315647066, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3454246713852376, "fast_rcnn/fg_cls_accuracy": 0.6123332504764272, "iteration": 63559, "loss_box_reg": 0.21667867340147495, "loss_cls": 0.18753025215119123, "loss_mask": 0.25040815584361553, "loss_rpn_cls": 0.03430854849284515, "loss_rpn_loc": 0.07324305083602667, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008378924762145, "mask_rcnn/false_negative": 0.0849662453221681, "mask_rcnn/false_positive": 0.12427123909959642, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9918637713417411, "total_loss": 0.7790601431624964}
{"data_time": 0.023706262931227684, "eta_seconds": 206433.3306041779, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2795452181600707, "fast_rcnn/fg_cls_accuracy": 0.6572807126067054, "iteration": 63579, "loss_box_reg": 0.22548329085111618, "loss_cls": 0.19007133319973946, "loss_mask": 0.24855857156217098, "loss_rpn_cls": 0.04346136364620179, "loss_rpn_loc": 0.07872073561884463, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923641445733544, "mask_rcnn/false_negative": 0.08655600225509982, "mask_rcnn/false_positive": 0.12704793275492102, "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": 0.995506017934531, "total_loss": 0.8080631338525563}
{"data_time": 0.015097454423084855, "eta_seconds": 206481.79590962827, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2987394957983193, "fast_rcnn/fg_cls_accuracy": 0.685323241520601, "iteration": 63599, "loss_box_reg": 0.23488550167530775, "loss_cls": 0.19800487346947193, "loss_mask": 0.2589383628219366, "loss_rpn_cls": 0.03952322015538812, "loss_rpn_loc": 0.05963056837208569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932603115374658, "mask_rcnn/false_negative": 0.10045615692031813, "mask_rcnn/false_positive": 0.1178644138106623, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0095179451163858, "total_loss": 0.7988226163433865}
{"data_time": 0.018737726379185915, "eta_seconds": 206325.01562471502, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3149942726231386, "fast_rcnn/fg_cls_accuracy": 0.6680223995615988, "iteration": 63619, "loss_box_reg": 0.2345708105713129, "loss_cls": 0.1937248632311821, "loss_mask": 0.2515597492456436, "loss_rpn_cls": 0.03973420709371567, "loss_rpn_loc": 0.07134335208684206, "lr": 0.0001, "mask_rcnn/accuracy": 0.892590767367553, "mask_rcnn/false_negative": 0.09351744967392475, "mask_rcnn/false_positive": 0.12671307029094808, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9870045809075236, "total_loss": 0.7869846686953679}
{"data_time": 0.020350519567728043, "eta_seconds": 206123.8108935207, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.34355660190440673, "fast_rcnn/fg_cls_accuracy": 0.6132248670549506, "iteration": 63639, "loss_box_reg": 0.23617742024362087, "loss_cls": 0.1938019022345543, "loss_mask": 0.24636013247072697, "loss_rpn_cls": 0.03724182513542473, "loss_rpn_loc": 0.06772137014195323, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993437169643976, "mask_rcnn/false_negative": 0.09648895019031896, "mask_rcnn/false_positive": 0.10441544863323916, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9892918053083122, "total_loss": 0.8165409457869828}
{"data_time": 0.016571237472817302, "eta_seconds": 206103.83378449827, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.34055944055944054, "fast_rcnn/fg_cls_accuracy": 0.6165443252399774, "iteration": 63659, "loss_box_reg": 0.23593531735241413, "loss_cls": 0.1891383333131671, "loss_mask": 0.24693282507359982, "loss_rpn_cls": 0.03606402454897761, "loss_rpn_loc": 0.07899152440950274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898764966178454, "mask_rcnn/false_negative": 0.0988060903615938, "mask_rcnn/false_positive": 0.13489203748186984, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.00685551087372, "total_loss": 0.8002552238758653}
{"data_time": 0.01926422957330942, "eta_seconds": 206010.74625449255, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.39436101083032493, "fast_rcnn/fg_cls_accuracy": 0.5623275862068966, "iteration": 63679, "loss_box_reg": 0.22858856990933418, "loss_cls": 0.20173983555287123, "loss_mask": 0.24720953404903412, "loss_rpn_cls": 0.03269963595084846, "loss_rpn_loc": 0.06266566598787904, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055654747626529, "mask_rcnn/false_negative": 0.0858058179774367, "mask_rcnn/false_positive": 0.10732305463354924, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9989367744419724, "total_loss": 0.7928208175580949}
{"data_time": 0.02006404404528439, "eta_seconds": 205952.51672964077, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.35664070949599824, "fast_rcnn/fg_cls_accuracy": 0.6127437579733916, "iteration": 63699, "loss_box_reg": 0.20363251492381096, "loss_cls": 0.18326137028634548, "loss_mask": 0.24745353311300278, "loss_rpn_cls": 0.04280675353948027, "loss_rpn_loc": 0.06941341992933303, "lr": 0.0001, "mask_rcnn/accuracy": 0.897306870684484, "mask_rcnn/false_negative": 0.09237819729945632, "mask_rcnn/false_positive": 0.10297913768296887, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0122192760463804, "total_loss": 0.7753824387327768}
{"data_time": 0.02037783502601087, "eta_seconds": 205853.0288472958, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30688905003625816, "fast_rcnn/fg_cls_accuracy": 0.6583136792452831, "iteration": 63719, "loss_box_reg": 0.22867232374846935, "loss_cls": 0.18014031369239092, "loss_mask": 0.2552656512707472, "loss_rpn_cls": 0.04270492843352258, "loss_rpn_loc": 0.08304075943306088, "lr": 0.0001, "mask_rcnn/accuracy": 0.89717898122035, "mask_rcnn/false_negative": 0.0949048882262769, "mask_rcnn/false_positive": 0.12188788816950902, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9872715235687792, "total_loss": 0.8179593861568719}
{"data_time": 0.018836271483451128, "eta_seconds": 205819.7352299001, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2863322601587238, "fast_rcnn/fg_cls_accuracy": 0.6764093809698004, "iteration": 63739, "loss_box_reg": 0.21840452775359154, "loss_cls": 0.18422921653836966, "loss_mask": 0.2559538222849369, "loss_rpn_cls": 0.040204659511800855, "loss_rpn_loc": 0.0896240621805191, "lr": 0.0001, "mask_rcnn/accuracy": 0.89613329104771, "mask_rcnn/false_negative": 0.0979041799362601, "mask_rcnn/false_positive": 0.11770645361206507, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9815028293523937, "total_loss": 0.7779342168942094}
{"data_time": 0.015547557035461068, "eta_seconds": 205468.27794492245, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.322156862745098, "fast_rcnn/fg_cls_accuracy": 0.6556704980842911, "iteration": 63759, "loss_box_reg": 0.20137086883187294, "loss_cls": 0.17974178958684206, "loss_mask": 0.25573430582880974, "loss_rpn_cls": 0.040493934182450175, "loss_rpn_loc": 0.08029491291381419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900596078633656, "mask_rcnn/false_negative": 0.09597926033585553, "mask_rcnn/false_positive": 0.12787901974047167, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9616492588538677, "total_loss": 0.7596364914206788}
{"data_time": 0.029627314768731594, "eta_seconds": 205779.82061044313, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.36169014084507045, "fast_rcnn/fg_cls_accuracy": 0.6144956696701951, "iteration": 63779, "loss_box_reg": 0.22258814051747322, "loss_cls": 0.17468669870868325, "loss_mask": 0.24881458468735218, "loss_rpn_cls": 0.03496758290566504, "loss_rpn_loc": 0.06243336072657257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950626484061135, "mask_rcnn/false_negative": 0.09089437542658191, "mask_rcnn/false_positive": 0.12422752790351711, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0451398845762014, "total_loss": 0.7543466790521052}
{"data_time": 0.0207375381141901, "eta_seconds": 205462.5794004649, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3177737394559115, "fast_rcnn/fg_cls_accuracy": 0.6549573452729718, "iteration": 63799, "loss_box_reg": 0.21162774972617626, "loss_cls": 0.17507910542190075, "loss_mask": 0.2431772854179144, "loss_rpn_cls": 0.03867073799483478, "loss_rpn_loc": 0.05975309060886502, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060029231928891, "mask_rcnn/false_negative": 0.09076722863727119, "mask_rcnn/false_positive": 0.12061534556730713, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9719464725349098, "total_loss": 0.745859048794955}
{"data_time": 0.015617629047483206, "eta_seconds": 205408.50245676935, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.29219339622641505, "fast_rcnn/fg_cls_accuracy": 0.7046619496855346, "iteration": 63819, "loss_box_reg": 0.233946630731225, "loss_cls": 0.20728851202875376, "loss_mask": 0.24734961055219173, "loss_rpn_cls": 0.04110976995434612, "loss_rpn_loc": 0.08734092582017183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904228358009871, "mask_rcnn/false_negative": 0.09330898190377239, "mask_rcnn/false_positive": 0.13090304341485465, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9883888568729162, "total_loss": 0.8122784427832812}
{"data_time": 0.01545521104708314, "eta_seconds": 205544.2894237116, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24134559484171025, "fast_rcnn/fg_cls_accuracy": 0.6964017365169477, "iteration": 63839, "loss_box_reg": 0.2174010192975402, "loss_cls": 0.1863144738599658, "loss_mask": 0.25604494474828243, "loss_rpn_cls": 0.04163562104804441, "loss_rpn_loc": 0.08498315652832389, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955161367088007, "mask_rcnn/false_negative": 0.08304122950143634, "mask_rcnn/false_positive": 0.11675116736701366, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0198143415618688, "total_loss": 0.7950990721583366}
{"data_time": 0.022429781034588814, "eta_seconds": 205429.56473336555, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3364599177511126, "fast_rcnn/fg_cls_accuracy": 0.6261183261183261, "iteration": 63859, "loss_box_reg": 0.21809572726488113, "loss_cls": 0.18526584655046463, "loss_mask": 0.25084974616765976, "loss_rpn_cls": 0.03450876288115978, "loss_rpn_loc": 0.07010455150157213, "lr": 0.0001, "mask_rcnn/accuracy": 0.889331891181381, "mask_rcnn/false_negative": 0.09805353230921389, "mask_rcnn/false_positive": 0.10695194428158136, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9995051813311875, "total_loss": 0.7492306209169328}
{"data_time": 0.014319594949483871, "eta_seconds": 205504.40888637677, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31306715063520874, "fast_rcnn/fg_cls_accuracy": 0.6659226190476191, "iteration": 63879, "loss_box_reg": 0.2229610001668334, "loss_cls": 0.20263391360640526, "loss_mask": 0.2388764712959528, "loss_rpn_cls": 0.03755921544507146, "loss_rpn_loc": 0.07295492850244045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937488966174705, "mask_rcnn/false_negative": 0.09211837250526586, "mask_rcnn/false_positive": 0.09967630807146782, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9949347143992782, "total_loss": 0.7649209825322032}
{"data_time": 0.02064612600952387, "eta_seconds": 205675.86552388966, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.31255136785253024, "fast_rcnn/fg_cls_accuracy": 0.6635077186963979, "iteration": 63899, "loss_box_reg": 0.22784393653273582, "loss_cls": 0.19083933904767036, "loss_mask": 0.2537077311426401, "loss_rpn_cls": 0.03935692133381963, "loss_rpn_loc": 0.07250108383595943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799891456421642, "mask_rcnn/false_negative": 0.08543338724473634, "mask_rcnn/false_positive": 0.12969610122500633, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0085432820487767, "total_loss": 0.781862917705439}
{"data_time": 0.017657238990068436, "eta_seconds": 205784.7909590602, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32005343929843794, "fast_rcnn/fg_cls_accuracy": 0.643856101773453, "iteration": 63919, "loss_box_reg": 0.228048381395638, "loss_cls": 0.19106430746614933, "loss_mask": 0.2451483439654112, "loss_rpn_cls": 0.038138307514600456, "loss_rpn_loc": 0.08981558214873075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900189036618192, "mask_rcnn/false_negative": 0.10068090993184406, "mask_rcnn/false_positive": 0.11238019978006397, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9999735630117357, "total_loss": 0.8288800334557891}
{"data_time": 0.020651616854593158, "eta_seconds": 205906.12233588472, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.29809808314662684, "fast_rcnn/fg_cls_accuracy": 0.6560119492158327, "iteration": 63939, "loss_box_reg": 0.2069284962490201, "loss_cls": 0.18278240226209164, "loss_mask": 0.24013929441571236, "loss_rpn_cls": 0.03186463873134926, "loss_rpn_loc": 0.05917199398390949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932070896295254, "mask_rcnn/false_negative": 0.1000972439134814, "mask_rcnn/false_positive": 0.12237076855256404, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 1.0129374274984002, "total_loss": 0.7068739412352443}
{"data_time": 0.02364795608446002, "eta_seconds": 205817.85946067423, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3122031122031122, "fast_rcnn/fg_cls_accuracy": 0.681797569381462, "iteration": 63959, "loss_box_reg": 0.21678960043936968, "loss_cls": 0.18984190840274096, "loss_mask": 0.25303569063544273, "loss_rpn_cls": 0.042105697095394135, "loss_rpn_loc": 0.07248648582026362, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971305612232932, "mask_rcnn/false_negative": 0.09449263799042049, "mask_rcnn/false_positive": 0.12108223548408704, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9920664073433727, "total_loss": 0.7758929061237723}
{"data_time": 0.018418582854792476, "eta_seconds": 205880.295071383, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2969184788209832, "fast_rcnn/fg_cls_accuracy": 0.6820385189339689, "iteration": 63979, "loss_box_reg": 0.2143789129331708, "loss_cls": 0.17936631618067622, "loss_mask": 0.23634354956448078, "loss_rpn_cls": 0.032944932230748236, "loss_rpn_loc": 0.07843138766475022, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021784364167449, "mask_rcnn/false_negative": 0.0856536668285906, "mask_rcnn/false_positive": 0.10895281885057989, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9888443420641124, "total_loss": 0.7294267606921494}
{"data_time": 0.019053429597988725, "eta_seconds": 205777.9025863856, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3113157894736842, "fast_rcnn/fg_cls_accuracy": 0.6395113760964912, "iteration": 63999, "loss_box_reg": 0.22290851175785065, "loss_cls": 0.18621987849473953, "loss_mask": 0.24312565475702286, "loss_rpn_cls": 0.040405150735750794, "loss_rpn_loc": 0.08034769631922245, "lr": 0.0001, "mask_rcnn/accuracy": 0.889303342473537, "mask_rcnn/false_negative": 0.09733433480593828, "mask_rcnn/false_positive": 0.11821624295972501, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9983508819714189, "total_loss": 0.7520422101952136}
{"data_time": 0.016657553147524595, "eta_seconds": 205599.04248450883, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3477019434466243, "fast_rcnn/fg_cls_accuracy": 0.6303495635743193, "iteration": 64019, "loss_box_reg": 0.22430718503892422, "loss_cls": 0.1877709338441491, "loss_mask": 0.2445137370377779, "loss_rpn_cls": 0.04098889045417309, "loss_rpn_loc": 0.10122336266795173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857633437990582, "mask_rcnn/false_negative": 0.1045082667855609, "mask_rcnn/false_positive": 0.13157650366124382, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9927076881285757, "total_loss": 0.7986062371055596}
{"data_time": 0.015428294893354177, "eta_seconds": 205294.93163380772, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3214032427673571, "fast_rcnn/fg_cls_accuracy": 0.6267151250510321, "iteration": 64039, "loss_box_reg": 0.20858547277748585, "loss_cls": 0.17904281429946423, "loss_mask": 0.24471463821828365, "loss_rpn_cls": 0.03649442014284432, "loss_rpn_loc": 0.06802169198635966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813340593854673, "mask_rcnn/false_negative": 0.09430131913865088, "mask_rcnn/false_positive": 0.11868956901559613, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9580661056097597, "total_loss": 0.7709206857252866}
{"data_time": 0.014422307955101132, "eta_seconds": 205274.99621609226, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3828565313547835, "fast_rcnn/fg_cls_accuracy": 0.6023849695947133, "iteration": 64059, "loss_box_reg": 0.2234137076884508, "loss_cls": 0.20072598429396749, "loss_mask": 0.24915112741291523, "loss_rpn_cls": 0.041643493925221264, "loss_rpn_loc": 0.07137361238710582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889446907795376, "mask_rcnn/false_negative": 0.09603414261508124, "mask_rcnn/false_positive": 0.11346728607215875, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0043369410559535, "total_loss": 0.8039732469478622}
{"data_time": 0.016872916370630264, "eta_seconds": 205163.76888725907, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.32141565091556745, "fast_rcnn/fg_cls_accuracy": 0.6457722722999502, "iteration": 64079, "loss_box_reg": 0.2364218346774578, "loss_cls": 0.20866289734840393, "loss_mask": 0.246707146987319, "loss_rpn_cls": 0.030906486557796597, "loss_rpn_loc": 0.07870992692187428, "lr": 0.0001, "mask_rcnn/accuracy": 0.883904449929984, "mask_rcnn/false_negative": 0.10620323540809938, "mask_rcnn/false_positive": 0.12500867536880622, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0056370196398348, "total_loss": 0.8272833254886791}
{"data_time": 0.015281740110367537, "eta_seconds": 205235.12538066134, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3002926384518102, "fast_rcnn/fg_cls_accuracy": 0.6762899262899262, "iteration": 64099, "loss_box_reg": 0.22214195504784584, "loss_cls": 0.18780540768057108, "loss_mask": 0.23726413026452065, "loss_rpn_cls": 0.032529907301068306, "loss_rpn_loc": 0.06439472327474505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996589618948603, "mask_rcnn/false_negative": 0.08421401692897516, "mask_rcnn/false_positive": 0.11347872483863192, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0012166239321232, "total_loss": 0.7467837909935042}
{"data_time": 0.016680179396644235, "eta_seconds": 205215.18996294588, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2819276746560942, "fast_rcnn/fg_cls_accuracy": 0.6789074500768049, "iteration": 64119, "loss_box_reg": 0.222718620672822, "loss_cls": 0.1860641036182642, "loss_mask": 0.25534909404814243, "loss_rpn_cls": 0.03756425331812352, "loss_rpn_loc": 0.07498098723590374, "lr": 0.0001, "mask_rcnn/accuracy": 0.9132898458826427, "mask_rcnn/false_negative": 0.08929790518334427, "mask_rcnn/false_positive": 0.09409488921958803, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9792063578497618, "total_loss": 0.791381812421605}
{"data_time": 0.02377781691029668, "eta_seconds": 205150.52971771918, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3336439526305572, "fast_rcnn/fg_cls_accuracy": 0.6566656665666566, "iteration": 64139, "loss_box_reg": 0.2214372158050537, "loss_cls": 0.18196033872663975, "loss_mask": 0.2557470425963402, "loss_rpn_cls": 0.033006699522957206, "loss_rpn_loc": 0.07841802923940122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829103207557829, "mask_rcnn/false_negative": 0.10899671551916057, "mask_rcnn/false_positive": 0.11681811639320741, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.99569680262357, "total_loss": 0.7966387610067613}
{"data_time": 0.015068609965965152, "eta_seconds": 205130.598645173, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3325253447022086, "fast_rcnn/fg_cls_accuracy": 0.6244610164699229, "iteration": 64159, "loss_box_reg": 0.2313112672418356, "loss_cls": 0.1868624910712242, "loss_mask": 0.24666634015738964, "loss_rpn_cls": 0.04420586419291794, "loss_rpn_loc": 0.08915453986264765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964172890809055, "mask_rcnn/false_negative": 0.08842883624993692, "mask_rcnn/false_positive": 0.12735998984641905, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9873583314474672, "total_loss": 0.830790659179911}
{"data_time": 0.016396205406636, "eta_seconds": 205064.13613236044, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3597558490258417, "fast_rcnn/fg_cls_accuracy": 0.6095301863631291, "iteration": 64179, "loss_box_reg": 0.23101667687296867, "loss_cls": 0.18263424187898636, "loss_mask": 0.2578668650239706, "loss_rpn_cls": 0.04183248430490494, "loss_rpn_loc": 0.07684150687418878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895011585706676, "mask_rcnn/false_negative": 0.09950573437246563, "mask_rcnn/false_positive": 0.1251766204612629, "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": 0.9723287192173302, "total_loss": 0.8170429251622409}
{"data_time": 0.01777505991049111, "eta_seconds": 205017.69026457332, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32787540645711544, "fast_rcnn/fg_cls_accuracy": 0.6449913484118156, "iteration": 64199, "loss_box_reg": 0.22712655272334814, "loss_cls": 0.197518864646554, "loss_mask": 0.2599985897541046, "loss_rpn_cls": 0.03798307979013771, "loss_rpn_loc": 0.0718360161408782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902764138743733, "mask_rcnn/false_negative": 0.08925410625648074, "mask_rcnn/false_positive": 0.13560131028133254, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9795136121101677, "total_loss": 0.78825655777473}
{"data_time": 0.015187770826742053, "eta_seconds": 205002.29223954957, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.27483683828861494, "fast_rcnn/fg_cls_accuracy": 0.660167068703654, "iteration": 64219, "loss_box_reg": 0.21466715820133686, "loss_cls": 0.18225240800529718, "loss_mask": 0.24171443097293377, "loss_rpn_cls": 0.032110759522765875, "loss_rpn_loc": 0.0680553715210408, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060987423179163, "mask_rcnn/false_negative": 0.08530375006136248, "mask_rcnn/false_positive": 0.0929685345588784, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.9904590633232147, "total_loss": 0.7556773934047669}
{"data_time": 0.013179529923945665, "eta_seconds": 205050.87435498834, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2971675966556513, "fast_rcnn/fg_cls_accuracy": 0.6626848691695109, "iteration": 64239, "loss_box_reg": 0.2194563802331686, "loss_cls": 0.1841409718617797, "loss_mask": 0.24608662351965904, "loss_rpn_cls": 0.03305028658360243, "loss_rpn_loc": 0.051768380333669484, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961918453090882, "mask_rcnn/false_negative": 0.08495013893824796, "mask_rcnn/false_positive": 0.1293665770553874, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.001052042003721, "total_loss": 0.7610305978450924}
{"data_time": 0.021541582886129618, "eta_seconds": 205147.57848791778, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.354004884004884, "fast_rcnn/fg_cls_accuracy": 0.6121367521367522, "iteration": 64259, "loss_box_reg": 0.23931706976145506, "loss_cls": 0.19501224625855684, "loss_mask": 0.2531894687563181, "loss_rpn_cls": 0.04254595277598128, "loss_rpn_loc": 0.08378582517616451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825871919567279, "mask_rcnn/false_negative": 0.1093965116517828, "mask_rcnn/false_positive": 0.11991316364307407, "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": 1.0119364256970584, "total_loss": 0.8075255660805851}
{"data_time": 0.01752903056330979, "eta_seconds": 205082.45703477412, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3137746246637161, "fast_rcnn/fg_cls_accuracy": 0.6593660505076803, "iteration": 64279, "loss_box_reg": 0.2208986096084118, "loss_cls": 0.1718058856204152, "loss_mask": 0.246274096891284, "loss_rpn_cls": 0.038612513308180496, "loss_rpn_loc": 0.06942200311459601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967648973628171, "mask_rcnn/false_negative": 0.09916299000704393, "mask_rcnn/false_positive": 0.10713575860423458, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9931943290866911, "total_loss": 0.7503372095525265}
{"data_time": 0.02354858862236142, "eta_seconds": 205020.66011261195, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3049373040752351, "fast_rcnn/fg_cls_accuracy": 0.665498652291105, "iteration": 64299, "loss_box_reg": 0.22504077665507793, "loss_cls": 0.18995698541402817, "loss_mask": 0.24900751374661922, "loss_rpn_cls": 0.03841859777458012, "loss_rpn_loc": 0.06328090745955706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885866997378683, "mask_rcnn/false_negative": 0.10269950867524999, "mask_rcnn/false_positive": 0.12433933834078438, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0005403684917837, "total_loss": 0.7815727118868381}
{"data_time": 0.01976930466480553, "eta_seconds": 205042.58099801838, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33724561403508774, "fast_rcnn/fg_cls_accuracy": 0.60925822122571, "iteration": 64319, "loss_box_reg": 0.223201721906662, "loss_cls": 0.18026787228882313, "loss_mask": 0.24299325421452522, "loss_rpn_cls": 0.03702296374831349, "loss_rpn_loc": 0.06573715270496905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762307554600788, "mask_rcnn/false_negative": 0.1192182315943634, "mask_rcnn/false_positive": 0.1166297556465022, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0022382559254766, "total_loss": 0.7640093559166417}
{"data_time": 0.017445032950490713, "eta_seconds": 205146.32176416926, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37594274280437123, "fast_rcnn/fg_cls_accuracy": 0.6071319301577254, "iteration": 64339, "loss_box_reg": 0.23832477815449238, "loss_cls": 0.1983076110482216, "loss_mask": 0.25142810493707657, "loss_rpn_cls": 0.0385821966920048, "loss_rpn_loc": 0.06902292999438941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844750730511864, "mask_rcnn/false_negative": 0.09167347771893176, "mask_rcnn/false_positive": 0.14145208342879, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0230952445417643, "total_loss": 0.7869225188624114}
{"data_time": 0.016028421465307474, "eta_seconds": 205078.17445834167, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30134952766531714, "fast_rcnn/fg_cls_accuracy": 0.6921988594314571, "iteration": 64359, "loss_box_reg": 0.21497929096221924, "loss_cls": 0.19215009175240993, "loss_mask": 0.24505471345037222, "loss_rpn_cls": 0.033220330835320055, "loss_rpn_loc": 0.07194089784752578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931339709699564, "mask_rcnn/false_negative": 0.09922500433953552, "mask_rcnn/false_positive": 0.11497724238091747, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.014845531899482, "total_loss": 0.7854828716954216}
{"data_time": 0.013344637583941221, "eta_seconds": 205027.92402394116, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3388446344851537, "fast_rcnn/fg_cls_accuracy": 0.6129079254079255, "iteration": 64379, "loss_box_reg": 0.22418119944632053, "loss_cls": 0.19511130917817354, "loss_mask": 0.2381887510418892, "loss_rpn_cls": 0.04052522266283631, "loss_rpn_loc": 0.06739879120141268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941487064331233, "mask_rcnn/false_negative": 0.09273085596475089, "mask_rcnn/false_positive": 0.10955856681425542, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0026646230835468, "total_loss": 0.7763265578541905}
{"data_time": 0.015902509447187185, "eta_seconds": 205086.47162653506, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3143044619422572, "fast_rcnn/fg_cls_accuracy": 0.6321905310669356, "iteration": 64399, "loss_box_reg": 0.21555533818900585, "loss_cls": 0.18811304960399866, "loss_mask": 0.24844752065837383, "loss_rpn_cls": 0.04179048375226557, "loss_rpn_loc": 0.07265124074183404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892506422531072, "mask_rcnn/false_negative": 0.09846693649998964, "mask_rcnn/false_positive": 0.12109310390504469, "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": 1.0022791964001954, "total_loss": 0.7976288262289017}
{"data_time": 0.014309052610769868, "eta_seconds": 205066.521580657, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.32700553868143645, "fast_rcnn/fg_cls_accuracy": 0.6524822695035462, "iteration": 64419, "loss_box_reg": 0.22341466788202524, "loss_cls": 0.19920810591429472, "loss_mask": 0.24575999565422535, "loss_rpn_cls": 0.03959862669580616, "loss_rpn_loc": 0.0698077566921711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949147396964783, "mask_rcnn/false_negative": 0.08946506688575084, "mask_rcnn/false_positive": 0.09880988838205484, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0070825424045324, "total_loss": 0.8023989530047402}
{"data_time": 0.019335446413606405, "eta_seconds": 204968.09679195285, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3319151165837045, "fast_rcnn/fg_cls_accuracy": 0.6407804029181448, "iteration": 64439, "loss_box_reg": 0.2116087805479765, "loss_cls": 0.17705408670008183, "loss_mask": 0.23823441565036774, "loss_rpn_cls": 0.03945162333548069, "loss_rpn_loc": 0.0927906115539372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999376947110247, "mask_rcnn/false_negative": 0.09623489605866015, "mask_rcnn/false_positive": 0.0983259829825251, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9819528458174318, "total_loss": 0.7308941602823325}
{"data_time": 0.01554589532315731, "eta_seconds": 204948.15438129008, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32972692671728054, "fast_rcnn/fg_cls_accuracy": 0.6422095029735309, "iteration": 64459, "loss_box_reg": 0.2502612955868244, "loss_cls": 0.20064142532646656, "loss_mask": 0.25325120612978935, "loss_rpn_cls": 0.03657430235762149, "loss_rpn_loc": 0.0751360459253192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926976599814285, "mask_rcnn/false_negative": 0.09269727898685948, "mask_rcnn/false_positive": 0.11768383952275754, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.028340521035716, "total_loss": 0.8436108974274248}
{"data_time": 0.023004875285550952, "eta_seconds": 204883.07685099542, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29933742727860374, "fast_rcnn/fg_cls_accuracy": 0.6568500101481631, "iteration": 64479, "loss_box_reg": 0.2534519862383604, "loss_cls": 0.1965507324784994, "loss_mask": 0.24997861124575138, "loss_rpn_cls": 0.03330373682547361, "loss_rpn_loc": 0.07392930774949491, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975467059950853, "mask_rcnn/false_negative": 0.09576536614655842, "mask_rcnn/false_positive": 0.10673189179628238, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9963760406244546, "total_loss": 0.8201997546711937}
{"data_time": 0.014753049472346902, "eta_seconds": 204863.13883261755, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3498094932877541, "fast_rcnn/fg_cls_accuracy": 0.6190786598949864, "iteration": 64499, "loss_box_reg": 0.2556497622281313, "loss_cls": 0.19799031224101782, "loss_mask": 0.25300905853509903, "loss_rpn_cls": 0.031845144694671035, "loss_rpn_loc": 0.08235249225981534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826172800865433, "mask_rcnn/false_negative": 0.11719707894568956, "mask_rcnn/false_positive": 0.11993642970179871, "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": 0.9896054239943624, "total_loss": 0.8269565610680729}
{"data_time": 0.013490606565028429, "eta_seconds": 204759.02838906273, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2995822890559733, "fast_rcnn/fg_cls_accuracy": 0.6825591985428051, "iteration": 64519, "loss_box_reg": 0.2228952795267105, "loss_cls": 0.18771877326071262, "loss_mask": 0.26608085073530674, "loss_rpn_cls": 0.033977709303144366, "loss_rpn_loc": 0.07473032246343791, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928429579289654, "mask_rcnn/false_negative": 0.08988509522898033, "mask_rcnn/false_positive": 0.11324068986302821, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9934117214288563, "total_loss": 0.7981184751261026}
{"data_time": 0.02214503730647266, "eta_seconds": 204751.9082667958, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.33268392744974873, "fast_rcnn/fg_cls_accuracy": 0.6495535714285714, "iteration": 64539, "loss_box_reg": 0.2321221176534891, "loss_cls": 0.17690295539796352, "loss_mask": 0.24598806910216808, "loss_rpn_cls": 0.03885654406622052, "loss_rpn_loc": 0.07381582725793123, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799633342082813, "mask_rcnn/false_negative": 0.10245081118501978, "mask_rcnn/false_positive": 0.14135755711848427, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0014615256804973, "total_loss": 0.7962021456332877}
{"data_time": 0.016977346502244473, "eta_seconds": 204926.87125951052, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33801354054469923, "fast_rcnn/fg_cls_accuracy": 0.6459327075960404, "iteration": 64559, "loss_box_reg": 0.21806568279862404, "loss_cls": 0.19312609359622002, "loss_mask": 0.2551146950572729, "loss_rpn_cls": 0.035977094899863005, "loss_rpn_loc": 0.07225736667169258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894539856043119, "mask_rcnn/false_negative": 0.09469294483331707, "mask_rcnn/false_positive": 0.12622503273084698, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0293641707394272, "total_loss": 0.7923712239135057}
{"data_time": 0.014599500689655542, "eta_seconds": 204791.4089614246, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.359719488801973, "fast_rcnn/fg_cls_accuracy": 0.6336287799791449, "iteration": 64579, "loss_box_reg": 0.2005667630583048, "loss_cls": 0.16822690702974796, "loss_mask": 0.24752692691981792, "loss_rpn_cls": 0.03674110595602542, "loss_rpn_loc": 0.08176934404764324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916154592322283, "mask_rcnn/false_negative": 0.08412078340458859, "mask_rcnn/false_positive": 0.1334364352539202, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9730165218934417, "total_loss": 0.7660045203519985}
{"data_time": 0.013862003805115819, "eta_seconds": 204667.0435286127, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34799837843316106, "fast_rcnn/fg_cls_accuracy": 0.5877192982456141, "iteration": 64599, "loss_box_reg": 0.23431591503322124, "loss_cls": 0.19103924930095673, "loss_mask": 0.25688871182501316, "loss_rpn_cls": 0.03390077908989042, "loss_rpn_loc": 0.07588370324810967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797373438863574, "mask_rcnn/false_negative": 0.09920846027644524, "mask_rcnn/false_positive": 0.13081574347020544, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9714744980446994, "total_loss": 0.827464574133046}
{"data_time": 0.020437643863260746, "eta_seconds": 204664.68843417708, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3210290827740492, "fast_rcnn/fg_cls_accuracy": 0.6502347417840375, "iteration": 64619, "loss_box_reg": 0.2137430589646101, "loss_cls": 0.1972208507359028, "loss_mask": 0.24565471708774567, "loss_rpn_cls": 0.04006989533081651, "loss_rpn_loc": 0.06811992893926799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976486449957506, "mask_rcnn/false_negative": 0.08852157808323718, "mask_rcnn/false_positive": 0.12032996750775568, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0032278869766742, "total_loss": 0.7552022679010406}
{"data_time": 0.018259159987792373, "eta_seconds": 204652.25290406495, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3255340189873418, "fast_rcnn/fg_cls_accuracy": 0.6529635850980863, "iteration": 64639, "loss_box_reg": 0.2331797070801258, "loss_cls": 0.19113764446228743, "loss_mask": 0.2555245477706194, "loss_rpn_cls": 0.032754252664744854, "loss_rpn_loc": 0.0816885590320453, "lr": 0.0001, "mask_rcnn/accuracy": 0.890388265607533, "mask_rcnn/false_negative": 0.10182392917673593, "mask_rcnn/false_positive": 0.12569191721378953, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9829153560567647, "total_loss": 0.7858227752149105}
{"data_time": 0.02658216329291463, "eta_seconds": 204661.84903997928, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30383778068047523, "fast_rcnn/fg_cls_accuracy": 0.6648783977110158, "iteration": 64659, "loss_box_reg": 0.21066358778625727, "loss_cls": 0.19474617019295692, "loss_mask": 0.25165199115872383, "loss_rpn_cls": 0.041066580335609615, "loss_rpn_loc": 0.08896492468193173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973761643585065, "mask_rcnn/false_negative": 0.08863976245659339, "mask_rcnn/false_positive": 0.12245341558545167, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0174196294974536, "total_loss": 0.7827437564264983}
{"data_time": 0.014763924526050687, "eta_seconds": 204641.9150914997, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.32831780407957695, "fast_rcnn/fg_cls_accuracy": 0.622555001256146, "iteration": 64679, "loss_box_reg": 0.21409613825380802, "loss_cls": 0.1849924111738801, "loss_mask": 0.2515244297683239, "loss_rpn_cls": 0.031996681878808886, "loss_rpn_loc": 0.0671091831754893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841039049227091, "mask_rcnn/false_negative": 0.09896000378422828, "mask_rcnn/false_positive": 0.1331985565477451, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.004257570952177, "total_loss": 0.7479799637221731}
{"data_time": 0.021920889150351286, "eta_seconds": 204579.65995850973, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.31577665963317647, "fast_rcnn/fg_cls_accuracy": 0.6394739572525421, "iteration": 64699, "loss_box_reg": 0.22043542005121708, "loss_cls": 0.18507803790271282, "loss_mask": 0.2611392233520746, "loss_rpn_cls": 0.03122649824945256, "loss_rpn_loc": 0.08173479791730642, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902410558365721, "mask_rcnn/false_negative": 0.0987035942667127, "mask_rcnn/false_positive": 0.12076857039822878, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9791032848879695, "total_loss": 0.7568198163062334}
{"data_time": 0.01311992947012186, "eta_seconds": 204565.0367210433, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3445995256340084, "fast_rcnn/fg_cls_accuracy": 0.6126957288833346, "iteration": 64719, "loss_box_reg": 0.20389984734356403, "loss_cls": 0.1642484338954091, "loss_mask": 0.2396575454622507, "loss_rpn_cls": 0.03666025691200048, "loss_rpn_loc": 0.07446928205899894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969713106144178, "mask_rcnn/false_negative": 0.08141034870965635, "mask_rcnn/false_positive": 0.11916945396768988, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9951149534899741, "total_loss": 0.7091494167689234}
{"data_time": 0.013789392309263349, "eta_seconds": 204457.39689390175, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3154621364814282, "fast_rcnn/fg_cls_accuracy": 0.648530878404296, "iteration": 64739, "loss_box_reg": 0.22826838213950396, "loss_cls": 0.1847646376118064, "loss_mask": 0.24475201778113842, "loss_rpn_cls": 0.04471290623769164, "loss_rpn_loc": 0.08769338147249073, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989888780598545, "mask_rcnn/false_negative": 0.09862979613820289, "mask_rcnn/false_positive": 0.11024502524849288, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9818593300879002, "total_loss": 0.7878443665103987}
{"data_time": 0.016725529450923204, "eta_seconds": 204525.17603578977, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30373655109402814, "fast_rcnn/fg_cls_accuracy": 0.6565214737655891, "iteration": 64759, "loss_box_reg": 0.21371910348534584, "loss_cls": 0.1881162105128169, "loss_mask": 0.2539291437715292, "loss_rpn_cls": 0.03931097860913724, "loss_rpn_loc": 0.0673542465083301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991436003878781, "mask_rcnn/false_negative": 0.09737759311283414, "mask_rcnn/false_positive": 0.10916083327812418, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.992696704575792, "total_loss": 0.7578898589126766}
{"data_time": 0.018002208089455962, "eta_seconds": 204447.66448854934, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3039579374893185, "fast_rcnn/fg_cls_accuracy": 0.6667748312632293, "iteration": 64779, "loss_box_reg": 0.2207397287711501, "loss_cls": 0.18302301317453384, "loss_mask": 0.2454029805958271, "loss_rpn_cls": 0.028198503074236214, "loss_rpn_loc": 0.06781917321495712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895521544910856, "mask_rcnn/false_negative": 0.09104079821474209, "mask_rcnn/false_positive": 0.11198136054927643, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0089556721504778, "total_loss": 0.7523068706505001}
{"data_time": 0.017974354326725006, "eta_seconds": 204567.48393271118, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.30582077871258073, "fast_rcnn/fg_cls_accuracy": 0.66544677080725, "iteration": 64799, "loss_box_reg": 0.2369835041463375, "loss_cls": 0.19414570089429617, "loss_mask": 0.24071472883224487, "loss_rpn_cls": 0.033162931678816676, "loss_rpn_loc": 0.0780777963809669, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988762547227493, "mask_rcnn/false_negative": 0.0855898351316233, "mask_rcnn/false_positive": 0.11384336003461107, "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": 1.014220108045265, "total_loss": 0.8071723494213074}
{"data_time": 0.02009876840747893, "eta_seconds": 204547.5455814507, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3586942906531052, "fast_rcnn/fg_cls_accuracy": 0.617456397592221, "iteration": 64819, "loss_box_reg": 0.22668022103607655, "loss_cls": 0.19595404155552387, "loss_mask": 0.24944415502250195, "loss_rpn_cls": 0.03477241436485201, "loss_rpn_loc": 0.07639594073407352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907370012187201, "mask_rcnn/false_negative": 0.0977550268701501, "mask_rcnn/false_positive": 0.1208773602882052, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9887738542165607, "total_loss": 0.766676033672411}
{"data_time": 0.021451773354783654, "eta_seconds": 204427.89995292202, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3820731800864251, "fast_rcnn/fg_cls_accuracy": 0.5572454583861428, "iteration": 64839, "loss_box_reg": 0.22830365970730782, "loss_cls": 0.18354962766170502, "loss_mask": 0.25401479192078114, "loss_rpn_cls": 0.040856534615159035, "loss_rpn_loc": 0.08574162889271975, "lr": 0.0001, "mask_rcnn/accuracy": 0.876407578192875, "mask_rcnn/false_negative": 0.10709571835992251, "mask_rcnn/false_positive": 0.1281535716501293, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9997701533138752, "total_loss": 0.8015687202569097}
{"data_time": 0.019298898056149483, "eta_seconds": 204306.28100149333, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.36068176663102297, "fast_rcnn/fg_cls_accuracy": 0.6245632424877707, "iteration": 64859, "loss_box_reg": 0.24147774931043386, "loss_cls": 0.20455827564001083, "loss_mask": 0.2572068050503731, "loss_rpn_cls": 0.04435140633722767, "loss_rpn_loc": 0.0787453600205481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907832949086988, "mask_rcnn/false_negative": 0.09625972442822167, "mask_rcnn/false_positive": 0.12134369407578997, "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": 0.9671478408854455, "total_loss": 0.8372453458141536}
{"data_time": 0.014564969344064593, "eta_seconds": 204250.59252262115, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.29800807454054223, "fast_rcnn/fg_cls_accuracy": 0.676435924742634, "iteration": 64879, "loss_box_reg": 0.22311044577509165, "loss_cls": 0.17420808505266905, "loss_mask": 0.23830889910459518, "loss_rpn_cls": 0.03429998003412038, "loss_rpn_loc": 0.061059992061927915, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037028538481782, "mask_rcnn/false_negative": 0.08800441079444198, "mask_rcnn/false_positive": 0.11565059412340267, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9844531908165663, "total_loss": 0.746288446651306}
{"data_time": 0.024772917153313756, "eta_seconds": 203992.87256207317, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3197426878933728, "fast_rcnn/fg_cls_accuracy": 0.6208544789330815, "iteration": 64899, "loss_box_reg": 0.2128705559298396, "loss_cls": 0.17296054307371378, "loss_mask": 0.2431591283529997, "loss_rpn_cls": 0.03196844877675176, "loss_rpn_loc": 0.06953762331977487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912795009769612, "mask_rcnn/false_negative": 0.09281827456807558, "mask_rcnn/false_positive": 0.12485806836179625, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9822292930912226, "total_loss": 0.7429911578074098}
{"data_time": 0.017701041651889682, "eta_seconds": 203919.90837413818, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3584177410329904, "fast_rcnn/fg_cls_accuracy": 0.6129427847694102, "iteration": 64919, "loss_box_reg": 0.2338832262903452, "loss_cls": 0.18631649017333984, "loss_mask": 0.253118546679616, "loss_rpn_cls": 0.035687761032022536, "loss_rpn_loc": 0.07759861904196441, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862449372067879, "mask_rcnn/false_negative": 0.10102844080854152, "mask_rcnn/false_positive": 0.12587861759605995, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9932178016752005, "total_loss": 0.7783816868904978}
{"data_time": 0.015902511542662978, "eta_seconds": 203706.25046114903, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3296173113246284, "fast_rcnn/fg_cls_accuracy": 0.6291811558205, "iteration": 64939, "loss_box_reg": 0.21664840541779995, "loss_cls": 0.17988569010049105, "loss_mask": 0.25043601728975773, "loss_rpn_cls": 0.034865428402554244, "loss_rpn_loc": 0.06399719696491957, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904006406846046, "mask_rcnn/false_negative": 0.09251027116930824, "mask_rcnn/false_positive": 0.1278475297672098, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9446873236447573, "total_loss": 0.7248992464737967}
{"data_time": 0.014940764522179961, "eta_seconds": 203395.84471397102, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31088582111015245, "fast_rcnn/fg_cls_accuracy": 0.6569230769230769, "iteration": 64959, "loss_box_reg": 0.22269095201045275, "loss_cls": 0.19249009294435382, "loss_mask": 0.24047858826816082, "loss_rpn_cls": 0.031762787722982466, "loss_rpn_loc": 0.06228523689787835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8752484510090079, "mask_rcnn/false_negative": 0.10011269854342866, "mask_rcnn/false_positive": 0.13603436120872578, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9694288314785808, "total_loss": 0.7648360102903098}
{"data_time": 0.014434532495215535, "eta_seconds": 203315.59943515342, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32229452665359243, "fast_rcnn/fg_cls_accuracy": 0.6467874172412611, "iteration": 64979, "loss_box_reg": 0.22011832520365715, "loss_cls": 0.20096064265817404, "loss_mask": 0.246864952147007, "loss_rpn_cls": 0.04164130357094109, "loss_rpn_loc": 0.06946872582193464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934615690625931, "mask_rcnn/false_negative": 0.08489098777786941, "mask_rcnn/false_positive": 0.13056533032531226, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9596560404170305, "total_loss": 0.805404202779755}
{"data_time": 0.01642129966057837, "eta_seconds": 203258.82170000114, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32210254994016385, "fast_rcnn/fg_cls_accuracy": 0.6368421052631579, "iteration": 64999, "loss_box_reg": 0.22688945569097996, "loss_cls": 0.18571150302886963, "loss_mask": 0.2556108199059963, "loss_rpn_cls": 0.03348504344467074, "loss_rpn_loc": 0.08413523517083377, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894910821318998, "mask_rcnn/false_negative": 0.10452345004349518, "mask_rcnn/false_positive": 0.12149871742109528, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9874158955644816, "total_loss": 0.7741721516940743}
{"data_time": 0.01319995685480535, "eta_seconds": 203275.931968675, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3378623188405797, "fast_rcnn/fg_cls_accuracy": 0.6416188224698863, "iteration": 65019, "loss_box_reg": 0.23965703789144754, "loss_cls": 0.19361791433766484, "loss_mask": 0.2499130815267563, "loss_rpn_cls": 0.041174614103510976, "loss_rpn_loc": 0.08659140206873417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887787354495181, "mask_rcnn/false_negative": 0.08450435032686879, "mask_rcnn/false_positive": 0.13558925309581404, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0043412495870143, "total_loss": 0.8254514976870269}
{"data_time": 0.015212357509881258, "eta_seconds": 203219.16144210845, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35994318181818186, "fast_rcnn/fg_cls_accuracy": 0.6044692737430167, "iteration": 65039, "loss_box_reg": 0.22651667147874832, "loss_cls": 0.1682094931602478, "loss_mask": 0.2514058444648981, "loss_rpn_cls": 0.03928745142184198, "loss_rpn_loc": 0.06627605884568766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827027686074429, "mask_rcnn/false_negative": 0.09802788717440669, "mask_rcnn/false_positive": 0.12321075171860321, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.977419167989865, "total_loss": 0.7709342992166057}
{"data_time": 0.015736128436401486, "eta_seconds": 203199.3313131621, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3518292682926829, "fast_rcnn/fg_cls_accuracy": 0.6137697748818642, "iteration": 65059, "loss_box_reg": 0.21065235044807196, "loss_cls": 0.17858368903398514, "loss_mask": 0.24122218880802393, "loss_rpn_cls": 0.03970186912920326, "loss_rpn_loc": 0.05547050922177732, "lr": 0.0001, "mask_rcnn/accuracy": 0.898709795129392, "mask_rcnn/false_negative": 0.09163017348329092, "mask_rcnn/false_positive": 0.1263230467395369, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0280611924827099, "total_loss": 0.7332438378361985}
{"data_time": 0.01967575214803219, "eta_seconds": 203179.50118421577, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2970438652256834, "fast_rcnn/fg_cls_accuracy": 0.672287784679089, "iteration": 65079, "loss_box_reg": 0.23595055751502514, "loss_cls": 0.18413222581148148, "loss_mask": 0.2425265684723854, "loss_rpn_cls": 0.04220557224471122, "loss_rpn_loc": 0.06879084079992026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938421438809638, "mask_rcnn/false_negative": 0.09607096820056701, "mask_rcnn/false_positive": 0.11522275506194993, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.0025578916538507, "total_loss": 0.7902747064363211}
{"data_time": 0.02054839814081788, "eta_seconds": 203115.888529527, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.25180115273775217, "fast_rcnn/fg_cls_accuracy": 0.7133520074696545, "iteration": 65099, "loss_box_reg": 0.2158808996900916, "loss_cls": 0.1746902745217085, "loss_mask": 0.23846638016402721, "loss_rpn_cls": 0.032598949735984206, "loss_rpn_loc": 0.07224222854711115, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006408280156529, "mask_rcnn/false_negative": 0.0807465306230449, "mask_rcnn/false_positive": 0.10595493499918565, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9921566364355385, "total_loss": 0.7443376012379304}
{"data_time": 0.025121676502749324, "eta_seconds": 203175.7382745482, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2905844155844156, "fast_rcnn/fg_cls_accuracy": 0.641277350680071, "iteration": 65119, "loss_box_reg": 0.20937683805823326, "loss_cls": 0.17737147863954306, "loss_mask": 0.24575798213481903, "loss_rpn_cls": 0.038612466654740274, "loss_rpn_loc": 0.07348221144638956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880762626616677, "mask_rcnn/false_negative": 0.09291283830693262, "mask_rcnn/false_positive": 0.12469425072702964, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0037929629907012, "total_loss": 0.7682301811291836}
{"data_time": 0.01369312941096723, "eta_seconds": 203288.49113833625, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2921161001714119, "fast_rcnn/fg_cls_accuracy": 0.6607402282947077, "iteration": 65139, "loss_box_reg": 0.2128944993019104, "loss_cls": 0.1753766257315874, "loss_mask": 0.24995829164981842, "loss_rpn_cls": 0.037787881679832935, "loss_rpn_loc": 0.07980243349447846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890127968711548, "mask_rcnn/false_negative": 0.08619286968028225, "mask_rcnn/false_positive": 0.12783706501617192, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0211279664654285, "total_loss": 0.7596075326437131}
{"data_time": 0.014648775570094585, "eta_seconds": 203268.64456105046, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3184546493902439, "fast_rcnn/fg_cls_accuracy": 0.6213015957704806, "iteration": 65159, "loss_box_reg": 0.24687495362013578, "loss_cls": 0.19437947124242783, "loss_mask": 0.2545469310134649, "loss_rpn_cls": 0.04129803297109902, "loss_rpn_loc": 0.07629431737586856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896943690522825, "mask_rcnn/false_negative": 0.10350119171552405, "mask_rcnn/false_positive": 0.12021697116266951, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9831213946454227, "total_loss": 0.812516538775526}
{"data_time": 0.015773442341014743, "eta_seconds": 203177.60882908478, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3253580769709802, "fast_rcnn/fg_cls_accuracy": 0.6459502103786816, "iteration": 65179, "loss_box_reg": 0.21123777329921722, "loss_cls": 0.17636619415134192, "loss_mask": 0.24218279495835304, "loss_rpn_cls": 0.039907484548166394, "loss_rpn_loc": 0.08145508728921413, "lr": 0.0001, "mask_rcnn/accuracy": 0.889671493597439, "mask_rcnn/false_negative": 0.10321962735322543, "mask_rcnn/false_positive": 0.12215724660207052, "roi_head/num_bg_samples": 459.125, "roi_head/num_fg_samples": 52.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9652258595451713, "total_loss": 0.7676848340779543}
{"data_time": 0.014507811982184649, "eta_seconds": 203253.5071849823, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.36441716885265274, "fast_rcnn/fg_cls_accuracy": 0.6018523340798223, "iteration": 65199, "loss_box_reg": 0.2136275414377451, "loss_cls": 0.17946948064491153, "loss_mask": 0.24582028202712536, "loss_rpn_cls": 0.03237520216498524, "loss_rpn_loc": 0.06562275579199195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8742626530318518, "mask_rcnn/false_negative": 0.10559368607505026, "mask_rcnn/false_positive": 0.1315217164976029, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9980438440106809, "total_loss": 0.7501494055613875}
{"data_time": 0.013884985586628318, "eta_seconds": 203233.65820967127, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.3106060606060606, "fast_rcnn/fg_cls_accuracy": 0.6614105741429162, "iteration": 65219, "loss_box_reg": 0.22163517028093338, "loss_cls": 0.1818292811512947, "loss_mask": 0.2295049550011754, "loss_rpn_cls": 0.03250946450862102, "loss_rpn_loc": 0.07161190680926666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928488646237311, "mask_rcnn/false_negative": 0.09449463559269969, "mask_rcnn/false_positive": 0.12196074780891834, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9865070504602045, "total_loss": 0.7482368102937471}
{"data_time": 0.015801141504198313, "eta_seconds": 203213.80923436023, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34696357026265023, "fast_rcnn/fg_cls_accuracy": 0.608803271631511, "iteration": 65239, "loss_box_reg": 0.2270029578357935, "loss_cls": 0.19644527044147253, "loss_mask": 0.24892444722354412, "loss_rpn_cls": 0.03866726020351052, "loss_rpn_loc": 0.07606662274338305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968329245295459, "mask_rcnn/false_negative": 0.08284284357025709, "mask_rcnn/false_positive": 0.1291401204210797, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.0066890416201204, "total_loss": 0.8136804280802608}
{"data_time": 0.014075040584430099, "eta_seconds": 203193.9602590492, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3265528589058001, "fast_rcnn/fg_cls_accuracy": 0.627259661450016, "iteration": 65259, "loss_box_reg": 0.2245760578662157, "loss_cls": 0.18365170061588287, "loss_mask": 0.25572293996810913, "loss_rpn_cls": 0.04089748184196651, "loss_rpn_loc": 0.08253019186668098, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953299338243735, "mask_rcnn/false_negative": 0.09487128550912186, "mask_rcnn/false_positive": 0.11060952501909849, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0064365793950856, "total_loss": 0.8306849512737244}
{"data_time": 0.021735990419983864, "eta_seconds": 203111.5979470499, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3317997812433048, "fast_rcnn/fg_cls_accuracy": 0.6517709143804338, "iteration": 65279, "loss_box_reg": 0.21127946581691504, "loss_cls": 0.17750735115259886, "loss_mask": 0.2378317378461361, "loss_rpn_cls": 0.03596135159023106, "loss_rpn_loc": 0.07722479826770723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953017461455711, "mask_rcnn/false_negative": 0.08501150415918335, "mask_rcnn/false_positive": 0.12786485458361366, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9779367644805461, "total_loss": 0.7802444329718128}
{"data_time": 0.014435851946473122, "eta_seconds": 202997.23557594698, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.28362583281101283, "fast_rcnn/fg_cls_accuracy": 0.6698540072996351, "iteration": 65299, "loss_box_reg": 0.22534333728253841, "loss_cls": 0.19584555458277464, "loss_mask": 0.24438649974763393, "loss_rpn_cls": 0.04126943671144545, "loss_rpn_loc": 0.08889177697710693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995919980790815, "mask_rcnn/false_negative": 0.09110071645875376, "mask_rcnn/false_positive": 0.11116196871733136, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9888224764727056, "total_loss": 0.8090758263133466}
{"data_time": 0.017424553399905562, "eta_seconds": 202941.53963685967, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.327560043592821, "fast_rcnn/fg_cls_accuracy": 0.6525841516143371, "iteration": 65319, "loss_box_reg": 0.22856923379004002, "loss_cls": 0.18630449380725622, "loss_mask": 0.24684851430356503, "loss_rpn_cls": 0.03603329439647496, "loss_rpn_loc": 0.06620847154408693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805832667619901, "mask_rcnn/false_negative": 0.1018420420705595, "mask_rcnn/false_positive": 0.13506177783941525, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9948241140227765, "total_loss": 0.7737348265945911}
{"data_time": 0.01689080148935318, "eta_seconds": 202622.71669733338, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3765315845524354, "fast_rcnn/fg_cls_accuracy": 0.5774620995150266, "iteration": 65339, "loss_box_reg": 0.22522474639117718, "loss_cls": 0.19355002930387855, "loss_mask": 0.24768729880452156, "loss_rpn_cls": 0.04014325002208352, "loss_rpn_loc": 0.08447435335256159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859052214144614, "mask_rcnn/false_negative": 0.1009854788886008, "mask_rcnn/false_positive": 0.13585995194597467, "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": 0.9766878865193576, "total_loss": 0.80816976132337}
{"data_time": 0.016913038911297917, "eta_seconds": 202602.91578687727, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2810521525799304, "fast_rcnn/fg_cls_accuracy": 0.6901540065052922, "iteration": 65359, "loss_box_reg": 0.21205464005470276, "loss_cls": 0.1963546872138977, "loss_mask": 0.23548936657607555, "loss_rpn_cls": 0.04566942830570042, "loss_rpn_loc": 0.07868728111498058, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010623050149004, "mask_rcnn/false_negative": 0.0857179455716228, "mask_rcnn/false_positive": 0.10967917159655755, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.999842204619199, "total_loss": 0.7538881071377546}
{"data_time": 0.015171104110777378, "eta_seconds": 202583.11487642117, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35284349902322554, "fast_rcnn/fg_cls_accuracy": 0.6123529411764705, "iteration": 65379, "loss_box_reg": 0.23276971466839314, "loss_cls": 0.2018049405887723, "loss_mask": 0.2515984270721674, "loss_rpn_cls": 0.047651372035034, "loss_rpn_loc": 0.09196337917819619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873363360495714, "mask_rcnn/false_negative": 0.09990194186312343, "mask_rcnn/false_positive": 0.13359069609725627, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0053616161458194, "total_loss": 0.816434346488677}
{"data_time": 0.016387100098654628, "eta_seconds": 202462.1150819119, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.33838383838383834, "fast_rcnn/fg_cls_accuracy": 0.6352743117449, "iteration": 65399, "loss_box_reg": 0.23187964782118797, "loss_cls": 0.19577373191714287, "loss_mask": 0.25156066566705704, "loss_rpn_cls": 0.04059423157013953, "loss_rpn_loc": 0.07218938041478395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883767655688101, "mask_rcnn/false_negative": 0.09725163956362926, "mask_rcnn/false_positive": 0.12744951266924137, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9706300250254571, "total_loss": 0.8171989060938358}
{"data_time": 0.017057167133316398, "eta_seconds": 202432.2724646004, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.34670368411775077, "fast_rcnn/fg_cls_accuracy": 0.6297814207650274, "iteration": 65419, "loss_box_reg": 0.22257245890796185, "loss_cls": 0.18782046996057034, "loss_mask": 0.2509113121777773, "loss_rpn_cls": 0.038788540521636605, "loss_rpn_loc": 0.07225575932534412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852257473808733, "mask_rcnn/false_negative": 0.09512897717999783, "mask_rcnn/false_positive": 0.12801305340235566, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9921447250526398, "total_loss": 0.7671860867121723}
{"data_time": 0.01442735455930233, "eta_seconds": 202430.5312359333, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.28575144314673107, "fast_rcnn/fg_cls_accuracy": 0.6878844711177794, "iteration": 65439, "loss_box_reg": 0.20826460141688585, "loss_cls": 0.17935094889253378, "loss_mask": 0.24466879852116108, "loss_rpn_cls": 0.03806649264879525, "loss_rpn_loc": 0.06882944446988404, "lr": 0.0001, "mask_rcnn/accuracy": 0.888612273724154, "mask_rcnn/false_negative": 0.10057627782239612, "mask_rcnn/false_positive": 0.11903136196691555, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9895693080034107, "total_loss": 0.7311440221965313}
{"data_time": 0.017787927761673927, "eta_seconds": 202289.8915690044, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.34166090364223145, "fast_rcnn/fg_cls_accuracy": 0.6252082386793882, "iteration": 65459, "loss_box_reg": 0.22724449448287487, "loss_cls": 0.19160783663392067, "loss_mask": 0.24994701892137527, "loss_rpn_cls": 0.03147282334975898, "loss_rpn_loc": 0.07207939901854843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905456328510961, "mask_rcnn/false_negative": 0.08928460803306812, "mask_rcnn/false_positive": 0.12268610824982851, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9816884584724903, "total_loss": 0.7643336758483201}
{"data_time": 0.013793723424896598, "eta_seconds": 202262.9855687078, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.29432624113475175, "fast_rcnn/fg_cls_accuracy": 0.6776824525280256, "iteration": 65479, "loss_box_reg": 0.23839735612273216, "loss_cls": 0.20240231696516275, "loss_mask": 0.23797271586954594, "loss_rpn_cls": 0.036367156833875924, "loss_rpn_loc": 0.07335352315567434, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028452946528155, "mask_rcnn/false_negative": 0.09375390898923136, "mask_rcnn/false_positive": 0.10089062845561891, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9871595650911331, "total_loss": 0.7973777587758377}
{"data_time": 0.013964913319796324, "eta_seconds": 202238.19877929054, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3237495436290617, "fast_rcnn/fg_cls_accuracy": 0.648825831702544, "iteration": 65499, "loss_box_reg": 0.23662454448640347, "loss_cls": 0.19013690762221813, "loss_mask": 0.23930395022034645, "loss_rpn_cls": 0.039703478338196874, "loss_rpn_loc": 0.07649288582615554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938152939747328, "mask_rcnn/false_negative": 0.08689443752780185, "mask_rcnn/false_positive": 0.13054865455724302, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.963206063490361, "total_loss": 0.7931401575915515}
{"data_time": 0.01391541794873774, "eta_seconds": 202211.23989455402, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2969924812030075, "fast_rcnn/fg_cls_accuracy": 0.6815385591070522, "iteration": 65519, "loss_box_reg": 0.2463974878191948, "loss_cls": 0.20414816308766603, "loss_mask": 0.2514619752764702, "loss_rpn_cls": 0.03581973409745842, "loss_rpn_loc": 0.061170769622549415, "lr": 0.0001, "mask_rcnn/accuracy": 0.898580586080586, "mask_rcnn/false_negative": 0.11049363429632261, "mask_rcnn/false_positive": 0.10034081700547198, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9905786474701017, "total_loss": 0.8157308476511389}
{"data_time": 0.016020273556932807, "eta_seconds": 202082.1907364484, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3042961931906056, "fast_rcnn/fg_cls_accuracy": 0.6323006353177816, "iteration": 65539, "loss_box_reg": 0.20956596732139587, "loss_cls": 0.17845970625057817, "loss_mask": 0.24561262503266335, "loss_rpn_cls": 0.033961717621423304, "loss_rpn_loc": 0.06766834709560499, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923894025028558, "mask_rcnn/false_negative": 0.09563954830724318, "mask_rcnn/false_positive": 0.12241529709628257, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9896779004484415, "total_loss": 0.7534197455388494}
{"data_time": 0.019471748499199748, "eta_seconds": 201738.84194535203, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.34050601087900534, "fast_rcnn/fg_cls_accuracy": 0.6051844162188569, "iteration": 65559, "loss_box_reg": 0.20607423037290573, "loss_cls": 0.17948430310934782, "loss_mask": 0.2466262634843588, "loss_rpn_cls": 0.04054066329263151, "loss_rpn_loc": 0.0762517325929366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907780461194799, "mask_rcnn/false_negative": 0.09544734326788407, "mask_rcnn/false_positive": 0.12600580715424967, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9608217277564108, "total_loss": 0.7544319974258542}
{"data_time": 0.013806146802380681, "eta_seconds": 201956.81452968623, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.35040796095775506, "fast_rcnn/fg_cls_accuracy": 0.6146166946266077, "iteration": 65579, "loss_box_reg": 0.24273986741900444, "loss_cls": 0.1933582630008459, "loss_mask": 0.24558241292834282, "loss_rpn_cls": 0.039324366953223944, "loss_rpn_loc": 0.11817063856869936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938697242837716, "mask_rcnn/false_negative": 0.08655668023330815, "mask_rcnn/false_positive": 0.11967663719939038, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0215458611492068, "total_loss": 0.8533311798237264}
{"data_time": 0.0215437940787524, "eta_seconds": 202144.3098486401, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30509170544757735, "fast_rcnn/fg_cls_accuracy": 0.6352536208352276, "iteration": 65599, "loss_box_reg": 0.20174961909651756, "loss_cls": 0.17569289822131395, "loss_mask": 0.25002942606806755, "loss_rpn_cls": 0.03524757525883615, "loss_rpn_loc": 0.07719544309657067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900537908279444, "mask_rcnn/false_negative": 0.09350962604276222, "mask_rcnn/false_positive": 0.11679559599004646, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9995258050039411, "total_loss": 0.7517553713405505}
{"data_time": 0.018366371048614383, "eta_seconds": 202131.65170075838, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3078505396641015, "fast_rcnn/fg_cls_accuracy": 0.6764115679716702, "iteration": 65619, "loss_box_reg": 0.22400203999131918, "loss_cls": 0.18324260879307985, "loss_mask": 0.25075819343328476, "loss_rpn_cls": 0.03844364394899458, "loss_rpn_loc": 0.0756424575811252, "lr": 0.0001, "mask_rcnn/accuracy": 0.887820140668375, "mask_rcnn/false_negative": 0.09831355228143604, "mask_rcnn/false_positive": 0.11957354651663873, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0015316174831241, "total_loss": 0.7949641989544034}
{"data_time": 0.025033860933035612, "eta_seconds": 202111.87171722762, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3470655239748318, "fast_rcnn/fg_cls_accuracy": 0.6235464378205453, "iteration": 65639, "loss_box_reg": 0.19423699378967285, "loss_cls": 0.17507165390998125, "loss_mask": 0.23874009400606155, "loss_rpn_cls": 0.0388936810195446, "loss_rpn_loc": 0.07310967287048697, "lr": 0.0001, "mask_rcnn/accuracy": 0.889041610493203, "mask_rcnn/false_negative": 0.09714662709727007, "mask_rcnn/false_positive": 0.11795496541610936, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9930062456987798, "total_loss": 0.7282390228938311}
{"data_time": 0.02612357633188367, "eta_seconds": 202072.7932318719, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3102931058208339, "fast_rcnn/fg_cls_accuracy": 0.6507326732673268, "iteration": 65659, "loss_box_reg": 0.19842590764164925, "loss_cls": 0.17681253794580698, "loss_mask": 0.23190737888216972, "loss_rpn_cls": 0.03882408910430968, "loss_rpn_loc": 0.06903415662236512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970863843399646, "mask_rcnn/false_negative": 0.09439188874507942, "mask_rcnn/false_positive": 0.11617964726098653, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9819290905725211, "total_loss": 0.7134451228193939}
{"data_time": 0.016763455932959914, "eta_seconds": 202120.6060874462, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.32456212370005477, "fast_rcnn/fg_cls_accuracy": 0.6430476190476191, "iteration": 65679, "loss_box_reg": 0.19691704399883747, "loss_cls": 0.1704546893015504, "loss_mask": 0.2461732029914856, "loss_rpn_cls": 0.033674061531201005, "loss_rpn_loc": 0.07234304735902697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919480944926604, "mask_rcnn/false_negative": 0.08834805996455677, "mask_rcnn/false_positive": 0.12495505209935413, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0179592524655163, "total_loss": 0.7009340078802779}
{"data_time": 0.01653810078278184, "eta_seconds": 202173.23783487082, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27097902097902093, "fast_rcnn/fg_cls_accuracy": 0.7002747252747252, "iteration": 65699, "loss_box_reg": 0.22298336029052734, "loss_cls": 0.18023901153355837, "loss_mask": 0.2415085043758154, "loss_rpn_cls": 0.03367591858841479, "loss_rpn_loc": 0.07126450585201383, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001274458343296, "mask_rcnn/false_negative": 0.09563028471085912, "mask_rcnn/false_positive": 0.11058284088118932, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0203233445063233, "total_loss": 0.7606698558665812}
{"data_time": 0.01761114550754428, "eta_seconds": 202164.12261171266, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3602225626238962, "fast_rcnn/fg_cls_accuracy": 0.6012868725952656, "iteration": 65719, "loss_box_reg": 0.23745933920145035, "loss_cls": 0.19813403487205505, "loss_mask": 0.2534265201538801, "loss_rpn_cls": 0.036416637944057584, "loss_rpn_loc": 0.06969939591363072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929507702199535, "mask_rcnn/false_negative": 0.08608709363555621, "mask_rcnn/false_positive": 0.12426466851684753, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.021928430069238, "total_loss": 0.8106378752272576}
{"data_time": 0.013092468492686749, "eta_seconds": 202156.17417818867, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3039495000279314, "fast_rcnn/fg_cls_accuracy": 0.6628331448877403, "iteration": 65739, "loss_box_reg": 0.2342664645984769, "loss_cls": 0.19830449298024178, "loss_mask": 0.25110530480742455, "loss_rpn_cls": 0.036265731090679765, "loss_rpn_loc": 0.0797030939720571, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044124415980361, "mask_rcnn/false_negative": 0.10142076846624958, "mask_rcnn/false_positive": 0.10555816291220442, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9802724882028997, "total_loss": 0.8021973295835778}
{"data_time": 0.014032393461093307, "eta_seconds": 202105.00757647678, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.33667873289107775, "fast_rcnn/fg_cls_accuracy": 0.620351233705504, "iteration": 65759, "loss_box_reg": 0.2324000308290124, "loss_cls": 0.19740863516926765, "loss_mask": 0.26168813463300467, "loss_rpn_cls": 0.04758360260166228, "loss_rpn_loc": 0.097106555942446, "lr": 0.0001, "mask_rcnn/accuracy": 0.893000095739086, "mask_rcnn/false_negative": 0.09192935899936916, "mask_rcnn/false_positive": 0.12574844464707258, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9825863633304834, "total_loss": 0.8318333770148456}
{"data_time": 0.014186703134328127, "eta_seconds": 201935.89692721143, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2759065991988193, "fast_rcnn/fg_cls_accuracy": 0.6535100843856604, "iteration": 65779, "loss_box_reg": 0.2533551547676325, "loss_cls": 0.21075380966067314, "loss_mask": 0.2566588371992111, "loss_rpn_cls": 0.03932746918871999, "loss_rpn_loc": 0.08138039312325418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951034495430825, "mask_rcnn/false_negative": 0.08726326407067853, "mask_rcnn/false_positive": 0.1182960605798982, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9835850475355983, "total_loss": 0.8518531321315095}
{"data_time": 0.013607335509732366, "eta_seconds": 201764.5975488238, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33332083958020986, "fast_rcnn/fg_cls_accuracy": 0.651493221402036, "iteration": 65799, "loss_box_reg": 0.23029093071818352, "loss_cls": 0.19928255677223206, "loss_mask": 0.25644616037607193, "loss_rpn_cls": 0.04163189581595361, "loss_rpn_loc": 0.0754995500901714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930890138778425, "mask_rcnn/false_negative": 0.09405397645452188, "mask_rcnn/false_positive": 0.10687845203792853, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0014514434151351, "total_loss": 0.8066897501703352}
{"data_time": 0.020813127979636192, "eta_seconds": 201921.73802814446, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31970149253731345, "fast_rcnn/fg_cls_accuracy": 0.6465651834504293, "iteration": 65819, "loss_box_reg": 0.2264743112027645, "loss_cls": 0.18011104222387075, "loss_mask": 0.2399337962269783, "loss_rpn_cls": 0.03686854417901486, "loss_rpn_loc": 0.06587199168279767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918137890076665, "mask_rcnn/false_negative": 0.08669298744296064, "mask_rcnn/false_positive": 0.12047996793491941, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0167775456793606, "total_loss": 0.7423294666223228}
{"data_time": 0.019569492433220148, "eta_seconds": 202057.20415264368, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3014195583596214, "fast_rcnn/fg_cls_accuracy": 0.682970993861677, "iteration": 65839, "loss_box_reg": 0.23586236871778965, "loss_cls": 0.19834421202540398, "loss_mask": 0.24728144146502018, "loss_rpn_cls": 0.03907043067738414, "loss_rpn_loc": 0.07127481093630195, "lr": 0.0001, "mask_rcnn/accuracy": 0.880446568106007, "mask_rcnn/false_negative": 0.11189614401724049, "mask_rcnn/false_positive": 0.12081298301016588, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0226484055165201, "total_loss": 0.778601732570678}
{"data_time": 0.01597388810478151, "eta_seconds": 202099.1487324983, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28175167224080266, "fast_rcnn/fg_cls_accuracy": 0.6611721611721613, "iteration": 65859, "loss_box_reg": 0.21317522041499615, "loss_cls": 0.1927068717777729, "loss_mask": 0.25185110606253147, "loss_rpn_cls": 0.040964683634229004, "loss_rpn_loc": 0.07422561361454427, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006585740260571, "mask_rcnn/false_negative": 0.09250334375344377, "mask_rcnn/false_positive": 0.11579174199365261, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0057873115874827, "total_loss": 0.7579809492453933}
{"data_time": 0.018994084559381008, "eta_seconds": 202186.39738823287, "fast_rcnn/cls_accuracy": 0.912841796875, "fast_rcnn/false_negative": 0.3380071256177451, "fast_rcnn/fg_cls_accuracy": 0.6118980048159615, "iteration": 65879, "loss_box_reg": 0.2407697830349207, "loss_cls": 0.20225815195590258, "loss_mask": 0.2598210573196411, "loss_rpn_cls": 0.038790489081293344, "loss_rpn_loc": 0.07769788894802332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774411893438554, "mask_rcnn/false_negative": 0.10298212101774434, "mask_rcnn/false_positive": 0.1402862098013141, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 0.998702444601804, "total_loss": 0.832423183019273}
{"data_time": 0.017659999430179596, "eta_seconds": 202717.42681208998, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3276493154541935, "fast_rcnn/fg_cls_accuracy": 0.6409677419354839, "iteration": 65899, "loss_box_reg": 0.22251753136515617, "loss_cls": 0.19464228674769402, "loss_mask": 0.2361590787768364, "loss_rpn_cls": 0.03894608491100371, "loss_rpn_loc": 0.07367909234017134, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021371949389317, "mask_rcnn/false_negative": 0.08614858093016231, "mask_rcnn/false_positive": 0.1167879711370722, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.027932507218793, "total_loss": 0.7563105104491115}
{"data_time": 0.016322304029017687, "eta_seconds": 202697.5622920692, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.35657649253731344, "fast_rcnn/fg_cls_accuracy": 0.6033012204674331, "iteration": 65919, "loss_box_reg": 0.2315465398132801, "loss_cls": 0.1817798214033246, "loss_mask": 0.2471496593207121, "loss_rpn_cls": 0.037653110339306295, "loss_rpn_loc": 0.061538025620393455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892132806075727, "mask_rcnn/false_negative": 0.10431668329299035, "mask_rcnn/false_positive": 0.13098673155723162, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9886695775203407, "total_loss": 0.763518221094273}
{"data_time": 0.02244543842971325, "eta_seconds": 202911.29579855595, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.32753623188405795, "fast_rcnn/fg_cls_accuracy": 0.6359511186988948, "iteration": 65939, "loss_box_reg": 0.2276825625449419, "loss_cls": 0.1917021619156003, "loss_mask": 0.25025857239961624, "loss_rpn_cls": 0.03293569991365075, "loss_rpn_loc": 0.08839640603400767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965890674316184, "mask_rcnn/false_negative": 0.10180767063814575, "mask_rcnn/false_positive": 0.11208007885849042, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.00298403785564, "total_loss": 0.7925986227928661}
{"data_time": 0.017068170942366123, "eta_seconds": 202897.4186543096, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37745562878320926, "fast_rcnn/fg_cls_accuracy": 0.5851440527925318, "iteration": 65959, "loss_box_reg": 0.2268676944077015, "loss_cls": 0.20558324083685875, "loss_mask": 0.26006678864359856, "loss_rpn_cls": 0.04535229550674558, "loss_rpn_loc": 0.09385984996333718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805298118142584, "mask_rcnn/false_negative": 0.115495504117025, "mask_rcnn/false_positive": 0.11506980426539655, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9683513145428151, "total_loss": 0.8279136752244085}
{"data_time": 0.01535005820915103, "eta_seconds": 202912.5422687782, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31579250057510927, "fast_rcnn/fg_cls_accuracy": 0.6685874417701863, "iteration": 65979, "loss_box_reg": 0.21682801656425, "loss_cls": 0.17934109643101692, "loss_mask": 0.2551170252263546, "loss_rpn_cls": 0.036055180011317134, "loss_rpn_loc": 0.07571945863310248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933402866629789, "mask_rcnn/false_negative": 0.08810412570474584, "mask_rcnn/false_positive": 0.12840987284512886, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9878650135360658, "total_loss": 0.7692427745787427}
{"data_time": 0.015842959517613053, "eta_seconds": 203117.66706313938, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29897397397397396, "fast_rcnn/fg_cls_accuracy": 0.6868760064412238, "iteration": 65999, "loss_box_reg": 0.22853683307766914, "loss_cls": 0.1817932715639472, "loss_mask": 0.25095552764832973, "loss_rpn_cls": 0.03613339923322201, "loss_rpn_loc": 0.0779508885461837, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933958814180434, "mask_rcnn/false_negative": 0.09048676495531999, "mask_rcnn/false_positive": 0.11632952721214257, "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": 1.0282031325623393, "total_loss": 0.7758355853147805}
{"data_time": 0.02696820325218141, "eta_seconds": 202885.78068555798, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2894034117684019, "fast_rcnn/fg_cls_accuracy": 0.6756703769289147, "iteration": 66019, "loss_box_reg": 0.23387715592980385, "loss_cls": 0.19734646007418633, "loss_mask": 0.25254003144800663, "loss_rpn_cls": 0.039456870406866074, "loss_rpn_loc": 0.07196100719738752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858968416409203, "mask_rcnn/false_negative": 0.09192840974054384, "mask_rcnn/false_positive": 0.1254060678884834, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9887472989503294, "total_loss": 0.838839553471189}
{"data_time": 0.016352619975805283, "eta_seconds": 203092.106978409, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3410137334285941, "fast_rcnn/fg_cls_accuracy": 0.6142715979672502, "iteration": 66039, "loss_box_reg": 0.23823997005820274, "loss_cls": 0.20094791613519192, "loss_mask": 0.24164016917347908, "loss_rpn_cls": 0.03337547299452126, "loss_rpn_loc": 0.07630262477323413, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010628367488414, "mask_rcnn/false_negative": 0.09217281795732646, "mask_rcnn/false_positive": 0.11729568645337662, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0013525523245335, "total_loss": 0.8140733802283648}
{"data_time": 0.01491534523665905, "eta_seconds": 203037.44414574467, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33333333333333337, "fast_rcnn/fg_cls_accuracy": 0.6213713713713713, "iteration": 66059, "loss_box_reg": 0.22892371285706758, "loss_cls": 0.20089951995760202, "loss_mask": 0.26043774373829365, "loss_rpn_cls": 0.04855906357988715, "loss_rpn_loc": 0.07306180614978075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863233805668016, "mask_rcnn/false_negative": 0.09662682623855372, "mask_rcnn/false_positive": 0.12844121127678682, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9731662727426738, "total_loss": 0.8392318496480584}
{"data_time": 0.015900794649496675, "eta_seconds": 202835.8446314372, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.36215351812366736, "fast_rcnn/fg_cls_accuracy": 0.6086442786069651, "iteration": 66079, "loss_box_reg": 0.2275703102350235, "loss_cls": 0.1951175658032298, "loss_mask": 0.2532764561474323, "loss_rpn_cls": 0.03870627819560468, "loss_rpn_loc": 0.06743523199111223, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916091637835392, "mask_rcnn/false_negative": 0.09894409992699946, "mask_rcnn/false_positive": 0.1024471140988635, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9938585257623345, "total_loss": 0.8067101533524692}
{"data_time": 0.017054323572665453, "eta_seconds": 202815.95096287783, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.33975466692627837, "fast_rcnn/fg_cls_accuracy": 0.6290085737293354, "iteration": 66099, "loss_box_reg": 0.2078844290226698, "loss_cls": 0.17264886386692524, "loss_mask": 0.24408273585140705, "loss_rpn_cls": 0.032067080843262374, "loss_rpn_loc": 0.07397358771413565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903393847417509, "mask_rcnn/false_negative": 0.09276641973183383, "mask_rcnn/false_positive": 0.12666393121055144, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9843077873811126, "total_loss": 0.7194171077571809}
{"data_time": 0.01616105274297297, "eta_seconds": 202763.42793876305, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.37064582146549363, "fast_rcnn/fg_cls_accuracy": 0.6254931746735026, "iteration": 66119, "loss_box_reg": 0.23770060297101736, "loss_cls": 0.20769484573975205, "loss_mask": 0.2523307930678129, "loss_rpn_cls": 0.043594458198640496, "loss_rpn_loc": 0.07267925783526152, "lr": 0.0001, "mask_rcnn/accuracy": 0.890796368414387, "mask_rcnn/false_negative": 0.0945351554513949, "mask_rcnn/false_positive": 0.11908940594030869, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 0.9837995697744191, "total_loss": 0.8265148579375818}
{"data_time": 0.018936129985377192, "eta_seconds": 202659.39101663418, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3598469387755102, "fast_rcnn/fg_cls_accuracy": 0.6266051695294644, "iteration": 66139, "loss_box_reg": 0.21003803238272667, "loss_cls": 0.18367429170757532, "loss_mask": 0.2501938696950674, "loss_rpn_cls": 0.043028349755331874, "loss_rpn_loc": 0.08006535330787301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868785733217219, "mask_rcnn/false_negative": 0.08919096340475013, "mask_rcnn/false_positive": 0.10165820719372842, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9985173097811639, "total_loss": 0.782635960902553}
{"data_time": 0.016219584504142404, "eta_seconds": 202756.2699571997, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32546620046620045, "fast_rcnn/fg_cls_accuracy": 0.6547828848138446, "iteration": 66159, "loss_box_reg": 0.2315790392458439, "loss_cls": 0.18506954703480005, "loss_mask": 0.2514476031064987, "loss_rpn_cls": 0.03502851305529475, "loss_rpn_loc": 0.07874220074154437, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057585006010449, "mask_rcnn/false_negative": 0.09755095796297372, "mask_rcnn/false_positive": 0.10307855729660818, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.019643714884296, "total_loss": 0.819896585540846}
{"data_time": 0.016214506002143025, "eta_seconds": 202917.97521715052, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29433398459947135, "fast_rcnn/fg_cls_accuracy": 0.6623023074928701, "iteration": 66179, "loss_box_reg": 0.23221027851104736, "loss_cls": 0.19667727034538984, "loss_mask": 0.2522255666553974, "loss_rpn_cls": 0.03987827990204096, "loss_rpn_loc": 0.08598789270035923, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963396973833782, "mask_rcnn/false_negative": 0.07314681386436028, "mask_rcnn/false_positive": 0.13126086926927455, "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": 0.9965360076166689, "total_loss": 0.7972446604981087}
{"data_time": 0.016721087507903576, "eta_seconds": 202767.0020116493, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3412269768730093, "fast_rcnn/fg_cls_accuracy": 0.6251501181575175, "iteration": 66199, "loss_box_reg": 0.23156842589378357, "loss_cls": 0.18019120395183563, "loss_mask": 0.2496944461017847, "loss_rpn_cls": 0.04108639410696924, "loss_rpn_loc": 0.07107818895019591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825342959824416, "mask_rcnn/false_negative": 0.11246334022423624, "mask_rcnn/false_positive": 0.12066775418295102, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.988241326296702, "total_loss": 0.7593926906120032}
{"data_time": 0.01717234728857875, "eta_seconds": 202848.57853222638, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3139804560260586, "fast_rcnn/fg_cls_accuracy": 0.6618490921548476, "iteration": 66219, "loss_box_reg": 0.2543881582096219, "loss_cls": 0.2076604226604104, "loss_mask": 0.256258524954319, "loss_rpn_cls": 0.04132483818102628, "loss_rpn_loc": 0.09659762855153531, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835126616934652, "mask_rcnn/false_negative": 0.11351663637316373, "mask_rcnn/false_positive": 0.1300492597929514, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.9994869641959667, "total_loss": 0.822303080232814}
{"data_time": 0.02077638078480959, "eta_seconds": 202858.24075285345, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3662269628881596, "fast_rcnn/fg_cls_accuracy": 0.6107203751065644, "iteration": 66239, "loss_box_reg": 0.22728069499135017, "loss_cls": 0.1993068214505911, "loss_mask": 0.2477091085165739, "loss_rpn_cls": 0.03517946624197066, "loss_rpn_loc": 0.07093174546025693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921925425767228, "mask_rcnn/false_negative": 0.09232259573495726, "mask_rcnn/false_positive": 0.12354883940323824, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0240860269404948, "total_loss": 0.7975558335892856}
{"data_time": 0.021829808596521616, "eta_seconds": 202707.306132745, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.34127344222625533, "fast_rcnn/fg_cls_accuracy": 0.620438596491228, "iteration": 66259, "loss_box_reg": 0.22003740072250366, "loss_cls": 0.1844005580060184, "loss_mask": 0.25526859425008297, "loss_rpn_cls": 0.03298783488571644, "loss_rpn_loc": 0.07210940087679774, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806870698358404, "mask_rcnn/false_negative": 0.0944111690167717, "mask_rcnn/false_positive": 0.12799840836953458, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9606921044178307, "total_loss": 0.7737570336321369}
{"data_time": 0.01670274557545781, "eta_seconds": 202788.85277546942, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.29474420774374127, "fast_rcnn/fg_cls_accuracy": 0.6671082463355478, "iteration": 66279, "loss_box_reg": 0.24727857299149036, "loss_cls": 0.20775295048952103, "loss_mask": 0.25023737363517284, "loss_rpn_cls": 0.03675334434956312, "loss_rpn_loc": 0.080460449680686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980118152524168, "mask_rcnn/false_negative": 0.08926444452582735, "mask_rcnn/false_positive": 0.11735440199334533, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0024734609760344, "total_loss": 0.8273879012558609}
{"data_time": 0.019335170509293675, "eta_seconds": 202818.96461157594, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.34852941176470587, "fast_rcnn/fg_cls_accuracy": 0.6082881253767329, "iteration": 66299, "loss_box_reg": 0.23252530209720135, "loss_cls": 0.187113706022501, "loss_mask": 0.23624525032937527, "loss_rpn_cls": 0.04221814125776291, "loss_rpn_loc": 0.07710937084630132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904481250444921, "mask_rcnn/false_negative": 0.09954913466206541, "mask_rcnn/false_positive": 0.10624420844707372, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.00022101146169, "total_loss": 0.7831612442387268}
{"data_time": 0.014949531061574817, "eta_seconds": 202647.61025384068, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2976689976689977, "fast_rcnn/fg_cls_accuracy": 0.6676356589147286, "iteration": 66319, "loss_box_reg": 0.2330395244061947, "loss_cls": 0.19467068649828434, "loss_mask": 0.24901235103607178, "loss_rpn_cls": 0.03740432841004804, "loss_rpn_loc": 0.07599934632889926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909710971149685, "mask_rcnn/false_negative": 0.08833425825196864, "mask_rcnn/false_positive": 0.1191504140064981, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9641228159889579, "total_loss": 0.7887275817338377}
{"data_time": 0.017818709835410118, "eta_seconds": 202772.14346784167, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2689326177698271, "fast_rcnn/fg_cls_accuracy": 0.688571276482487, "iteration": 66339, "loss_box_reg": 0.21680081263184547, "loss_cls": 0.18114764988422394, "loss_mask": 0.24170921370387077, "loss_rpn_cls": 0.03492474649101496, "loss_rpn_loc": 0.07924826233647764, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043225264317203, "mask_rcnn/false_negative": 0.07959755241018124, "mask_rcnn/false_positive": 0.11892230765290598, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.002035171026364, "total_loss": 0.7498597849626094}
{"data_time": 0.019307298585772514, "eta_seconds": 202759.22412126325, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2818306249635972, "fast_rcnn/fg_cls_accuracy": 0.6477961432506887, "iteration": 66359, "loss_box_reg": 0.24003389663994312, "loss_cls": 0.18836827017366886, "loss_mask": 0.2510046008974314, "loss_rpn_cls": 0.034598324564285576, "loss_rpn_loc": 0.0789256013231352, "lr": 0.0001, "mask_rcnn/accuracy": 0.888296946685651, "mask_rcnn/false_negative": 0.11356179557962688, "mask_rcnn/false_positive": 0.10890773938641009, "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": 1.01293652667664, "total_loss": 0.7877308346796781}
{"data_time": 0.01355091598816216, "eta_seconds": 202718.8603361603, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27797459604251273, "fast_rcnn/fg_cls_accuracy": 0.6874991240978208, "iteration": 66379, "loss_box_reg": 0.2105021346360445, "loss_cls": 0.17939324397593737, "loss_mask": 0.24110467918217182, "loss_rpn_cls": 0.03661335143260658, "loss_rpn_loc": 0.06760762899648398, "lr": 0.0001, "mask_rcnn/accuracy": 0.892109057569578, "mask_rcnn/false_negative": 0.0984263162104069, "mask_rcnn/false_positive": 0.11736802866204668, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9925244429614395, "total_loss": 0.7654388048686087}
{"data_time": 0.019274720456451178, "eta_seconds": 202756.052327808, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.31924872665534804, "fast_rcnn/fg_cls_accuracy": 0.6137439121273877, "iteration": 66399, "loss_box_reg": 0.224651999771595, "loss_cls": 0.17917116079479456, "loss_mask": 0.24036739580333233, "loss_rpn_cls": 0.03651158174034208, "loss_rpn_loc": 0.07908113824669272, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862594261416634, "mask_rcnn/false_negative": 0.09841664329248485, "mask_rcnn/false_positive": 0.13996226434248238, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9968128942418844, "total_loss": 0.7876666216179729}
{"data_time": 0.015332507435232401, "eta_seconds": 202962.355048866, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2964462353443298, "fast_rcnn/fg_cls_accuracy": 0.6519968470835522, "iteration": 66419, "loss_box_reg": 0.24063380621373653, "loss_cls": 0.2020842982456088, "loss_mask": 0.2454656958580017, "loss_rpn_cls": 0.04153721686452627, "loss_rpn_loc": 0.08197489799931645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921979788950865, "mask_rcnn/false_negative": 0.10023967740172617, "mask_rcnn/false_positive": 0.10924274956536234, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0291764200665057, "total_loss": 0.8172131333267316}
{"data_time": 0.02107986551709473, "eta_seconds": 202993.47948565148, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3051966048848086, "fast_rcnn/fg_cls_accuracy": 0.6685126962031392, "iteration": 66439, "loss_box_reg": 0.23250962421298027, "loss_cls": 0.19168450497090816, "loss_mask": 0.24683492630720139, "loss_rpn_cls": 0.04321899707429111, "loss_rpn_loc": 0.08218836784362793, "lr": 0.0001, "mask_rcnn/accuracy": 0.889087330808612, "mask_rcnn/false_negative": 0.09623650614587156, "mask_rcnn/false_positive": 0.10903241034897304, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9961667419411242, "total_loss": 0.8172415557783097}
{"data_time": 0.01685227546840906, "eta_seconds": 203047.56640746258, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3495887191539365, "fast_rcnn/fg_cls_accuracy": 0.6164813785436354, "iteration": 66459, "loss_box_reg": 0.21610473841428757, "loss_cls": 0.18118374794721603, "loss_mask": 0.25159743800759315, "loss_rpn_cls": 0.03624588530510664, "loss_rpn_loc": 0.06568856711965054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908938691785291, "mask_rcnn/false_negative": 0.08411484752862632, "mask_rcnn/false_positive": 0.1270086225238063, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0172011610120535, "total_loss": 0.7728990574833006}
{"data_time": 0.02614543167874217, "eta_seconds": 203104.0522286296, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30376010282552335, "fast_rcnn/fg_cls_accuracy": 0.6502444760784799, "iteration": 66479, "loss_box_reg": 0.22572153992950916, "loss_cls": 0.18130970001220703, "loss_mask": 0.25702641904354095, "loss_rpn_cls": 0.03578367154113948, "loss_rpn_loc": 0.07480912143364549, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898791397131811, "mask_rcnn/false_negative": 0.09135866019295362, "mask_rcnn/false_positive": 0.1234827891706264, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9998201613780111, "total_loss": 0.7702823621220887}
{"data_time": 0.01759269298054278, "eta_seconds": 203173.42943139374, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27486686286875484, "fast_rcnn/fg_cls_accuracy": 0.6655606407322654, "iteration": 66499, "loss_box_reg": 0.24584645591676235, "loss_cls": 0.2005573809146881, "loss_mask": 0.25625814124941826, "loss_rpn_cls": 0.04113714210689068, "loss_rpn_loc": 0.08430348965339363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931679270693049, "mask_rcnn/false_negative": 0.08771643651611705, "mask_rcnn/false_positive": 0.1160782567894783, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0174536749254912, "total_loss": 0.7996572304982692}
{"data_time": 0.013892682502046227, "eta_seconds": 203298.4831349831, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3187277673153379, "fast_rcnn/fg_cls_accuracy": 0.6791416074357572, "iteration": 66519, "loss_box_reg": 0.21659772656857967, "loss_cls": 0.18800214305520058, "loss_mask": 0.2465631552040577, "loss_rpn_cls": 0.03752916376106441, "loss_rpn_loc": 0.060233500553295016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971338980159147, "mask_rcnn/false_negative": 0.09346233097375367, "mask_rcnn/false_positive": 0.10960812030990696, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0050654851365834, "total_loss": 0.7466835021041334}
{"data_time": 0.02952707652002573, "eta_seconds": 203421.32117785513, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3496736793611794, "fast_rcnn/fg_cls_accuracy": 0.6202985739750446, "iteration": 66539, "loss_box_reg": 0.22235677670687437, "loss_cls": 0.1856827586889267, "loss_mask": 0.2537154071033001, "loss_rpn_cls": 0.0360104744322598, "loss_rpn_loc": 0.07033464778214693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949173955296404, "mask_rcnn/false_negative": 0.11034149645559954, "mask_rcnn/false_positive": 0.11230235731014929, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0334773189388216, "total_loss": 0.7629193695029244}
{"data_time": 0.02138103637844324, "eta_seconds": 203689.3995397538, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33392857142857146, "fast_rcnn/fg_cls_accuracy": 0.6485115911485775, "iteration": 66559, "loss_box_reg": 0.21982481144368649, "loss_cls": 0.1821275893598795, "loss_mask": 0.24899310991168022, "loss_rpn_cls": 0.04278584022540599, "loss_rpn_loc": 0.09185820806305856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974406423119188, "mask_rcnn/false_negative": 0.09201656092452687, "mask_rcnn/false_positive": 0.11423247389610289, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0142257330007851, "total_loss": 0.8012902835616842}
{"data_time": 0.016930200159549713, "eta_seconds": 203485.70601283107, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3386064646705161, "fast_rcnn/fg_cls_accuracy": 0.6000625568698816, "iteration": 66579, "loss_box_reg": 0.2226750086992979, "loss_cls": 0.1850522723980248, "loss_mask": 0.24287114292383194, "loss_rpn_cls": 0.03548984951339662, "loss_rpn_loc": 0.0745305959135294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965748940903253, "mask_rcnn/false_negative": 0.098982478365792, "mask_rcnn/false_positive": 0.1205975550706044, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0214653415605426, "total_loss": 0.7565375218400732}
{"data_time": 0.02070958958938718, "eta_seconds": 203269.51475716196, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3369219707863468, "fast_rcnn/fg_cls_accuracy": 0.6454415076905308, "iteration": 66599, "loss_box_reg": 0.2568154763430357, "loss_cls": 0.20826012827455997, "loss_mask": 0.259310107678175, "loss_rpn_cls": 0.042333122866693884, "loss_rpn_loc": 0.08147299545817077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948298051604181, "mask_rcnn/false_negative": 0.0897362076983302, "mask_rcnn/false_positive": 0.10539616188107095, "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": 0.9641937424894422, "total_loss": 0.8340083760558628}
{"data_time": 0.018488354049623013, "eta_seconds": 203271.30234066863, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33229300692005426, "fast_rcnn/fg_cls_accuracy": 0.6568593148637043, "iteration": 66619, "loss_box_reg": 0.2250860035419464, "loss_cls": 0.17648194544017315, "loss_mask": 0.25149261206388474, "loss_rpn_cls": 0.03471985994838178, "loss_rpn_loc": 0.0715941428206861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936841707620798, "mask_rcnn/false_negative": 0.08801404826684057, "mask_rcnn/false_positive": 0.128194761298106, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0146080574486405, "total_loss": 0.7667121647391468}
{"data_time": 0.01788378949277103, "eta_seconds": 203251.31302978843, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2821502057613169, "fast_rcnn/fg_cls_accuracy": 0.6895637860082304, "iteration": 66639, "loss_box_reg": 0.22693818900734186, "loss_cls": 0.17800666578114033, "loss_mask": 0.24706932716071606, "loss_rpn_cls": 0.04162670113146305, "loss_rpn_loc": 0.0903758779168129, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031091279445143, "mask_rcnn/false_negative": 0.08772798263208353, "mask_rcnn/false_positive": 0.11827556157725033, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9966739332303405, "total_loss": 0.7951205590507016}
{"data_time": 0.015015187673270702, "eta_seconds": 203162.62661137618, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2854392582115355, "fast_rcnn/fg_cls_accuracy": 0.6989348370927317, "iteration": 66659, "loss_box_reg": 0.23821409791707993, "loss_cls": 0.17913161031901836, "loss_mask": 0.25418245047330856, "loss_rpn_cls": 0.03623042372055352, "loss_rpn_loc": 0.07484289479907602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872008300073276, "mask_rcnn/false_negative": 0.0943128455420579, "mask_rcnn/false_positive": 0.12934883972358166, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9609800498001277, "total_loss": 0.7648162863915786}
{"data_time": 0.015023904386907816, "eta_seconds": 202971.28252630122, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3634741695086523, "fast_rcnn/fg_cls_accuracy": 0.5662437666473074, "iteration": 66679, "loss_box_reg": 0.22921000514179468, "loss_cls": 0.18471998162567616, "loss_mask": 0.24963748455047607, "loss_rpn_cls": 0.038519867695868015, "loss_rpn_loc": 0.07427031034603715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8819552977788407, "mask_rcnn/false_negative": 0.10922902012449609, "mask_rcnn/false_positive": 0.1298027764633739, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9888462210074067, "total_loss": 0.7994669306790456}
{"data_time": 0.019080391619354486, "eta_seconds": 202951.31682862993, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32533720930232557, "fast_rcnn/fg_cls_accuracy": 0.659515503875969, "iteration": 66699, "loss_box_reg": 0.23848646134138107, "loss_cls": 0.18664618022739887, "loss_mask": 0.2536976020783186, "loss_rpn_cls": 0.03803965135011822, "loss_rpn_loc": 0.08263854682445526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960110970911662, "mask_rcnn/false_negative": 0.08032860819098749, "mask_rcnn/false_positive": 0.1266821770000453, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.029840256087482, "total_loss": 0.7995506855659187}
{"data_time": 0.01495511643588543, "eta_seconds": 202908.04640421644, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2900821360393851, "fast_rcnn/fg_cls_accuracy": 0.6775337507337116, "iteration": 66719, "loss_box_reg": 0.22765017580240965, "loss_cls": 0.1881495602428913, "loss_mask": 0.25229016691446304, "loss_rpn_cls": 0.03401712514460087, "loss_rpn_loc": 0.08329955209046602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968378466017743, "mask_rcnn/false_negative": 0.08020642949056267, "mask_rcnn/false_positive": 0.12766433945819233, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9997381530702114, "total_loss": 0.8148588725016452}
{"data_time": 0.015016279881820083, "eta_seconds": 202911.38543328736, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.31293454963667733, "fast_rcnn/fg_cls_accuracy": 0.6462399540757751, "iteration": 66739, "loss_box_reg": 0.22427344415336847, "loss_cls": 0.1919694608077407, "loss_mask": 0.24916361272335052, "loss_rpn_cls": 0.040473597473464906, "loss_rpn_loc": 0.08175403135828674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923626760174597, "mask_rcnn/false_negative": 0.07738894758592757, "mask_rcnn/false_positive": 0.11986140634216032, "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": 0.972241724608466, "total_loss": 0.8124568805797026}
{"data_time": 0.01842721994034946, "eta_seconds": 202840.4380011931, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3167303710781972, "fast_rcnn/fg_cls_accuracy": 0.6585288585288585, "iteration": 66759, "loss_box_reg": 0.23186354152858257, "loss_cls": 0.19456115551292896, "loss_mask": 0.25041224993765354, "loss_rpn_cls": 0.042489341692999005, "loss_rpn_loc": 0.09481087233871222, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014646842004324, "mask_rcnn/false_negative": 0.08665319061047452, "mask_rcnn/false_positive": 0.11116158658226602, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9842093354091048, "total_loss": 0.8191652863752097}
{"data_time": 0.016375784063711762, "eta_seconds": 202893.87876681983, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3446327683615819, "fast_rcnn/fg_cls_accuracy": 0.6245802452699005, "iteration": 66779, "loss_box_reg": 0.22927224356681108, "loss_cls": 0.1891329037025571, "loss_mask": 0.25171181559562683, "loss_rpn_cls": 0.035985187627375126, "loss_rpn_loc": 0.068358747754246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890459641285783, "mask_rcnn/false_negative": 0.09843346802208727, "mask_rcnn/false_positive": 0.12609354160735445, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0139947191346437, "total_loss": 0.7826936598867178}
{"data_time": 0.01375799928791821, "eta_seconds": 202711.6621620953, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3110231624171103, "fast_rcnn/fg_cls_accuracy": 0.655719713737642, "iteration": 66799, "loss_box_reg": 0.22311436012387276, "loss_cls": 0.1979857925325632, "loss_mask": 0.2469723206013441, "loss_rpn_cls": 0.037384836468845606, "loss_rpn_loc": 0.08179928129538894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926160141092493, "mask_rcnn/false_negative": 0.08794405304845848, "mask_rcnn/false_positive": 0.1096117645920176, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9503514545504004, "total_loss": 0.8023978064302355}
{"data_time": 0.017144020413979888, "eta_seconds": 202664.92276221048, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3110162763001191, "fast_rcnn/fg_cls_accuracy": 0.6565954310980103, "iteration": 66819, "loss_box_reg": 0.23665780574083328, "loss_cls": 0.19177285954356194, "loss_mask": 0.25019447691738605, "loss_rpn_cls": 0.03661534970160574, "loss_rpn_loc": 0.06380379758775234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980429047731806, "mask_rcnn/false_negative": 0.0883832013882623, "mask_rcnn/false_positive": 0.10365524263541165, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9965661296155304, "total_loss": 0.7731653745286167}
{"data_time": 0.01794214197434485, "eta_seconds": 202547.46722638607, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28860087764057557, "fast_rcnn/fg_cls_accuracy": 0.6938572719060523, "iteration": 66839, "loss_box_reg": 0.2130565606057644, "loss_cls": 0.18517536390572786, "loss_mask": 0.24618750624358654, "loss_rpn_cls": 0.03973409690661356, "loss_rpn_loc": 0.06612434517592192, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044727793132452, "mask_rcnn/false_negative": 0.08612080509776501, "mask_rcnn/false_positive": 0.11110676494028175, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.003097515553236, "total_loss": 0.7689921237470116}
{"data_time": 0.01748575340025127, "eta_seconds": 202443.1262108311, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3415164857669466, "fast_rcnn/fg_cls_accuracy": 0.6184294304916873, "iteration": 66859, "loss_box_reg": 0.237576506100595, "loss_cls": 0.20510059595108032, "loss_mask": 0.23972556553781033, "loss_rpn_cls": 0.036243478301912546, "loss_rpn_loc": 0.06930842949077487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929025069007648, "mask_rcnn/false_negative": 0.09319883847699961, "mask_rcnn/false_positive": 0.12152678714418666, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9959387320559472, "total_loss": 0.807320968946442}
{"data_time": 0.016920629423111677, "eta_seconds": 202423.1948210299, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3485425282774428, "fast_rcnn/fg_cls_accuracy": 0.6248794599807136, "iteration": 66879, "loss_box_reg": 0.24204633431509137, "loss_cls": 0.2053994257003069, "loss_mask": 0.24719436839222908, "loss_rpn_cls": 0.03545153758022934, "loss_rpn_loc": 0.07407154841348529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829944627253292, "mask_rcnn/false_negative": 0.09990384845073413, "mask_rcnn/false_positive": 0.12926488794675867, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0044268788769841, "total_loss": 0.8244912232039496}
{"data_time": 0.016071982914581895, "eta_seconds": 202171.68662231416, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32616683217477654, "fast_rcnn/fg_cls_accuracy": 0.6370236773954865, "iteration": 66899, "loss_box_reg": 0.22495665773749352, "loss_cls": 0.17799358908087015, "loss_mask": 0.24989214166998863, "loss_rpn_cls": 0.0389039694564417, "loss_rpn_loc": 0.07581779267638922, "lr": 0.0001, "mask_rcnn/accuracy": 0.889092977980666, "mask_rcnn/false_negative": 0.10148732048148826, "mask_rcnn/false_positive": 0.11322688386177718, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9711311005521566, "total_loss": 0.7679268388310447}
{"data_time": 0.016411912627518177, "eta_seconds": 202295.27607206255, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3547779496243924, "fast_rcnn/fg_cls_accuracy": 0.6076932863989143, "iteration": 66919, "loss_box_reg": 0.25217899680137634, "loss_cls": 0.20135646127164364, "loss_mask": 0.24005086347460747, "loss_rpn_cls": 0.04086064966395497, "loss_rpn_loc": 0.09008728433400393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952571882159134, "mask_rcnn/false_negative": 0.09078295870353346, "mask_rcnn/false_positive": 0.11761739114221553, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.021277476567775, "total_loss": 0.8352729366160929}
{"data_time": 0.01385292038321495, "eta_seconds": 202307.06239577848, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32829476314645806, "fast_rcnn/fg_cls_accuracy": 0.6517530088958661, "iteration": 66939, "loss_box_reg": 0.23607008066028357, "loss_cls": 0.19115701969712973, "loss_mask": 0.24632294662296772, "loss_rpn_cls": 0.03167248691897839, "loss_rpn_loc": 0.06899886601604521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939880976603716, "mask_rcnn/false_negative": 0.09156504042381355, "mask_rcnn/false_positive": 0.11421471374869067, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0013562231324613, "total_loss": 0.8058088113320991}
{"data_time": 0.021885846508666873, "eta_seconds": 202518.0251898989, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.33339517625231907, "fast_rcnn/fg_cls_accuracy": 0.6148423005565863, "iteration": 66959, "loss_box_reg": 0.23550092428922653, "loss_cls": 0.18361381348222494, "loss_mask": 0.24101734161376953, "loss_rpn_cls": 0.032856338075362146, "loss_rpn_loc": 0.0722093265503645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789149007127084, "mask_rcnn/false_negative": 0.1034143068474194, "mask_rcnn/false_positive": 0.1200969828350601, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9977400477509946, "total_loss": 0.7744785568211228}
{"data_time": 0.02146494947373867, "eta_seconds": 202532.09474482574, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3301272529213706, "fast_rcnn/fg_cls_accuracy": 0.6499715471647587, "iteration": 66979, "loss_box_reg": 0.22986383736133575, "loss_cls": 0.18522514589130878, "loss_mask": 0.24286878667771816, "loss_rpn_cls": 0.03259446192532778, "loss_rpn_loc": 0.09779439168050885, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010570484203297, "mask_rcnn/false_negative": 0.08701744899593032, "mask_rcnn/false_positive": 0.111602202174785, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0173343310598284, "total_loss": 0.7996877238620073}
{"data_time": 0.016892325598746538, "eta_seconds": 202478.1280218158, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26607020430549844, "fast_rcnn/fg_cls_accuracy": 0.6646667817679558, "iteration": 66999, "loss_box_reg": 0.21667953487485647, "loss_cls": 0.1814642110839486, "loss_mask": 0.2403105366975069, "loss_rpn_cls": 0.03523839625995606, "loss_rpn_loc": 0.0784028370399028, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078814643178218, "mask_rcnn/false_negative": 0.08222200416000192, "mask_rcnn/false_positive": 0.10235453704295189, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9892878255341202, "total_loss": 0.756724233739078}
{"data_time": 0.016020163893699646, "eta_seconds": 202461.74832121935, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29950072758291935, "fast_rcnn/fg_cls_accuracy": 0.6611473156891431, "iteration": 67019, "loss_box_reg": 0.2177557870745659, "loss_cls": 0.18240295816212893, "loss_mask": 0.24302412196993828, "loss_rpn_cls": 0.03191747167147696, "loss_rpn_loc": 0.07070821966044605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996641467942488, "mask_rcnn/false_negative": 0.09356426933340896, "mask_rcnn/false_positive": 0.10825732987792358, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9920751394238323, "total_loss": 0.7540272568585351}
{"data_time": 0.01522718882188201, "eta_seconds": 202378.35634723306, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3043084963816671, "fast_rcnn/fg_cls_accuracy": 0.671133744304476, "iteration": 67039, "loss_box_reg": 0.22125625144690275, "loss_cls": 0.1845988631248474, "loss_mask": 0.24646742828190327, "loss_rpn_cls": 0.03284000023268163, "loss_rpn_loc": 0.0635328555945307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947597544381982, "mask_rcnn/false_negative": 0.09248745133514721, "mask_rcnn/false_positive": 0.13523446859487684, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9832572620362043, "total_loss": 0.7679352982668206}
{"data_time": 0.012768596643581986, "eta_seconds": 202571.4302286273, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.33793958219762815, "fast_rcnn/fg_cls_accuracy": 0.6332332247048216, "iteration": 67059, "loss_box_reg": 0.23635895363986492, "loss_cls": 0.18952374812215567, "loss_mask": 0.24758231453597546, "loss_rpn_cls": 0.029366825765464455, "loss_rpn_loc": 0.07327721046749502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914590501677924, "mask_rcnn/false_negative": 0.0975415874966983, "mask_rcnn/false_positive": 0.11365721793954905, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0234249313361943, "total_loss": 0.793714034021832}
{"data_time": 0.015057988464832306, "eta_seconds": 202432.33506856486, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33736196184328965, "fast_rcnn/fg_cls_accuracy": 0.6301675119102506, "iteration": 67079, "loss_box_reg": 0.23779095336794853, "loss_cls": 0.19486133474856615, "loss_mask": 0.2522068414837122, "loss_rpn_cls": 0.03662937367334962, "loss_rpn_loc": 0.08258409809786826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974738440141503, "mask_rcnn/false_negative": 0.09995824269703281, "mask_rcnn/false_positive": 0.10114076814439213, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9814915575552732, "total_loss": 0.8045585658401251}
{"data_time": 0.019161812495440245, "eta_seconds": 202412.3831333127, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.306, "fast_rcnn/fg_cls_accuracy": 0.6851248642779587, "iteration": 67099, "loss_box_reg": 0.2297173561528325, "loss_cls": 0.1868458455428481, "loss_mask": 0.24227160401642323, "loss_rpn_cls": 0.03497086779680103, "loss_rpn_loc": 0.07544239656999707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956759041106386, "mask_rcnn/false_negative": 0.09024338234186158, "mask_rcnn/false_positive": 0.12152357367115375, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9935701079666615, "total_loss": 0.7848389227874577}
{"data_time": 0.015847617760300636, "eta_seconds": 202374.5878252387, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3125686662272028, "fast_rcnn/fg_cls_accuracy": 0.6529420801966508, "iteration": 67119, "loss_box_reg": 0.20144882053136826, "loss_cls": 0.16981097124516964, "loss_mask": 0.23163670301437378, "loss_rpn_cls": 0.032275518809910864, "loss_rpn_loc": 0.07532174431253225, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020326019495455, "mask_rcnn/false_negative": 0.08412232675075595, "mask_rcnn/false_positive": 0.1095908880349479, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9840106940828264, "total_loss": 0.7427933313883841}
{"data_time": 0.018834436079487205, "eta_seconds": 202342.05470707733, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.31086101398601396, "fast_rcnn/fg_cls_accuracy": 0.6522270505160239, "iteration": 67139, "loss_box_reg": 0.2342059314250946, "loss_cls": 0.20055132918059826, "loss_mask": 0.2506438698619604, "loss_rpn_cls": 0.038298510131426156, "loss_rpn_loc": 0.10157723654992878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918098470709264, "mask_rcnn/false_negative": 0.09879746397938102, "mask_rcnn/false_positive": 0.1099526680235571, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9858514303341508, "total_loss": 0.8436204444151372}
{"data_time": 0.014070124831050634, "eta_seconds": 202016.21241022833, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3634483755601787, "fast_rcnn/fg_cls_accuracy": 0.6010111474866354, "iteration": 67159, "loss_box_reg": 0.22450384683907032, "loss_cls": 0.1953358156606555, "loss_mask": 0.24314131401479244, "loss_rpn_cls": 0.03679269691929221, "loss_rpn_loc": 0.06968343909829855, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829005639933862, "mask_rcnn/false_negative": 0.10352042735889141, "mask_rcnn/false_positive": 0.11936877681649971, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9830410580616444, "total_loss": 0.7952084625139832}
{"data_time": 0.01622873404994607, "eta_seconds": 202036.28074126318, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2677897574123989, "fast_rcnn/fg_cls_accuracy": 0.7033076159193339, "iteration": 67179, "loss_box_reg": 0.23581483773887157, "loss_cls": 0.19469246920198202, "loss_mask": 0.24888094700872898, "loss_rpn_cls": 0.03176041762344539, "loss_rpn_loc": 0.0762275893939659, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101373193992361, "mask_rcnn/false_negative": 0.07614105525954296, "mask_rcnn/false_positive": 0.10802986524504032, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.015389572829008, "total_loss": 0.7876317845657468}
{"data_time": 0.016245578648522496, "eta_seconds": 202148.96719101816, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.34269323671497587, "fast_rcnn/fg_cls_accuracy": 0.6442849099099099, "iteration": 67199, "loss_box_reg": 0.22431132849305868, "loss_cls": 0.18386320862919092, "loss_mask": 0.2386455237865448, "loss_rpn_cls": 0.03569736331701279, "loss_rpn_loc": 0.07414333266206086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996040123165021, "mask_rcnn/false_negative": 0.09657042304703432, "mask_rcnn/false_positive": 0.10258594314671014, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0130235869437456, "total_loss": 0.7684578811749816}
{"data_time": 0.02602326194755733, "eta_seconds": 202262.258964316, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2794862128392934, "fast_rcnn/fg_cls_accuracy": 0.7062873226579438, "iteration": 67219, "loss_box_reg": 0.21697553806006908, "loss_cls": 0.17658318765461445, "loss_mask": 0.23512303829193115, "loss_rpn_cls": 0.03620686859358102, "loss_rpn_loc": 0.08294031536206603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986246389349362, "mask_rcnn/false_negative": 0.08813236714232175, "mask_rcnn/false_positive": 0.10777103764102605, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.019328234018758, "total_loss": 0.7606093036010861}
{"data_time": 0.025381196523085237, "eta_seconds": 202008.17478266545, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26829610363117096, "fast_rcnn/fg_cls_accuracy": 0.684918648310388, "iteration": 67239, "loss_box_reg": 0.2361905761063099, "loss_cls": 0.19712596386671066, "loss_mask": 0.2518082857131958, "loss_rpn_cls": 0.04039205203298479, "loss_rpn_loc": 0.08305727900005877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857747338065661, "mask_rcnn/false_negative": 0.09792709911092914, "mask_rcnn/false_positive": 0.1170681324490725, "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": 0.986157967010513, "total_loss": 0.7976534753106534}
{"data_time": 0.015473810955882072, "eta_seconds": 201916.61853702273, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3405735528412108, "fast_rcnn/fg_cls_accuracy": 0.6307255520504732, "iteration": 67259, "loss_box_reg": 0.23272875882685184, "loss_cls": 0.18590759672224522, "loss_mask": 0.2527821268886328, "loss_rpn_cls": 0.038565703900530934, "loss_rpn_loc": 0.07868107291869819, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849788277842554, "mask_rcnn/false_negative": 0.09064012108276764, "mask_rcnn/false_positive": 0.13031452707443225, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9747419315390289, "total_loss": 0.788832395337522}
{"data_time": 0.01570190256461501, "eta_seconds": 201828.67254827172, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.30651228637880473, "fast_rcnn/fg_cls_accuracy": 0.6373449766753897, "iteration": 67279, "loss_box_reg": 0.23192891292273998, "loss_cls": 0.18168293312191963, "loss_mask": 0.24632777273654938, "loss_rpn_cls": 0.037866607774049044, "loss_rpn_loc": 0.08113937801681459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885243360667151, "mask_rcnn/false_negative": 0.10540828935805939, "mask_rcnn/false_positive": 0.11758498177077611, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9693003389984369, "total_loss": 0.8030688654398546}
{"data_time": 0.01331777754239738, "eta_seconds": 201777.70453204866, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3114015168717925, "fast_rcnn/fg_cls_accuracy": 0.6332833832833833, "iteration": 67299, "loss_box_reg": 0.23581570573151112, "loss_cls": 0.19758844003081322, "loss_mask": 0.2583684381097555, "loss_rpn_cls": 0.04088039533235133, "loss_rpn_loc": 0.08015781012363732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914805483924941, "mask_rcnn/false_negative": 0.08833785302611244, "mask_rcnn/false_positive": 0.13073708983075527, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9861484582070261, "total_loss": 0.8205465860664845}
{"data_time": 0.01653825002722442, "eta_seconds": 201757.79553308152, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2929914370811616, "fast_rcnn/fg_cls_accuracy": 0.6639118457300275, "iteration": 67319, "loss_box_reg": 0.20079900324344635, "loss_cls": 0.18158760108053684, "loss_mask": 0.24547781608998775, "loss_rpn_cls": 0.034519274486228824, "loss_rpn_loc": 0.07333888206630945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985923865854359, "mask_rcnn/false_negative": 0.0864317208250074, "mask_rcnn/false_positive": 0.11379436921268188, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9678495936095715, "total_loss": 0.7437704884214327}
{"data_time": 0.024134496925398707, "eta_seconds": 201677.6502387179, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3215059703395232, "fast_rcnn/fg_cls_accuracy": 0.644547155276769, "iteration": 67339, "loss_box_reg": 0.20216063410043716, "loss_cls": 0.16010404750704765, "loss_mask": 0.2329583652317524, "loss_rpn_cls": 0.03852394479326904, "loss_rpn_loc": 0.06285776384174824, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009104354968052, "mask_rcnn/false_negative": 0.08289461451015472, "mask_rcnn/false_positive": 0.11123329552529992, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9853790060151368, "total_loss": 0.7189387826947495}
{"data_time": 0.017477709567174315, "eta_seconds": 201595.56425601244, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32764661081492763, "fast_rcnn/fg_cls_accuracy": 0.6078500707213579, "iteration": 67359, "loss_box_reg": 0.2170853428542614, "loss_cls": 0.18551786243915558, "loss_mask": 0.2527541257441044, "loss_rpn_cls": 0.038697867072187364, "loss_rpn_loc": 0.0751316515961662, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027566638900458, "mask_rcnn/false_negative": 0.08896643108417354, "mask_rcnn/false_positive": 0.11844364356623599, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9938052960205823, "total_loss": 0.7805933525087312}
{"data_time": 0.02557258610613644, "eta_seconds": 201698.06853618007, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3091137649277184, "fast_rcnn/fg_cls_accuracy": 0.6587319594126173, "iteration": 67379, "loss_box_reg": 0.22757714614272118, "loss_cls": 0.1734361443668604, "loss_mask": 0.24743387661874294, "loss_rpn_cls": 0.040443388279527426, "loss_rpn_loc": 0.07606525893788785, "lr": 0.0001, "mask_rcnn/accuracy": 0.888470249129963, "mask_rcnn/false_negative": 0.09428494225881978, "mask_rcnn/false_positive": 0.1251419704529539, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.023752036737278, "total_loss": 0.7691939466167241}
{"data_time": 0.016655315179377794, "eta_seconds": 201735.9038071707, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.346671076760758, "fast_rcnn/fg_cls_accuracy": 0.6161426405642344, "iteration": 67399, "loss_box_reg": 0.2257297094911337, "loss_cls": 0.198036159388721, "loss_mask": 0.25417125038802624, "loss_rpn_cls": 0.038630640716291964, "loss_rpn_loc": 0.07195431285072118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897846631430346, "mask_rcnn/false_negative": 0.08990797404310948, "mask_rcnn/false_positive": 0.14035551549890476, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0186895388178527, "total_loss": 0.7983720997581258}
{"data_time": 0.016760346246883273, "eta_seconds": 201483.92107894178, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3091668173189912, "fast_rcnn/fg_cls_accuracy": 0.6595103578154426, "iteration": 67419, "loss_box_reg": 0.24088277854025364, "loss_cls": 0.1985094416886568, "loss_mask": 0.2444002777338028, "loss_rpn_cls": 0.04221961321309209, "loss_rpn_loc": 0.09146303310990334, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986919791762054, "mask_rcnn/false_negative": 0.08614961411461783, "mask_rcnn/false_positive": 0.11808481227430195, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9926388622261584, "total_loss": 0.8367764947470278}
{"data_time": 0.015026731649413705, "eta_seconds": 201528.70353631675, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.32092338304537127, "fast_rcnn/fg_cls_accuracy": 0.6456016035232341, "iteration": 67439, "loss_box_reg": 0.23779169470071793, "loss_cls": 0.19438852416351438, "loss_mask": 0.23879232071340084, "loss_rpn_cls": 0.04092510207556188, "loss_rpn_loc": 0.08107661735266447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876122601594711, "mask_rcnn/false_negative": 0.10353353180911357, "mask_rcnn/false_positive": 0.1223948554751107, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0028218284714967, "total_loss": 0.8157690723892301}
{"data_time": 0.01672211429104209, "eta_seconds": 201360.19716696814, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3246686303387334, "fast_rcnn/fg_cls_accuracy": 0.6532914026293388, "iteration": 67459, "loss_box_reg": 0.22629757411777973, "loss_cls": 0.18497308436781168, "loss_mask": 0.25688163563609123, "loss_rpn_cls": 0.037024111952632666, "loss_rpn_loc": 0.08955079386942089, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915476444377968, "mask_rcnn/false_negative": 0.08948572481778756, "mask_rcnn/false_positive": 0.11704590167100447, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9848643981385976, "total_loss": 0.7778457995154895}
{"data_time": 0.0144948516972363, "eta_seconds": 201327.14024257846, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.31591413985376116, "fast_rcnn/fg_cls_accuracy": 0.6488537701694601, "iteration": 67479, "loss_box_reg": 0.22145171277225018, "loss_cls": 0.19129581283777952, "loss_mask": 0.23753089271485806, "loss_rpn_cls": 0.03735779132694006, "loss_rpn_loc": 0.07398670888505876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905927238407294, "mask_rcnn/false_negative": 0.09019775904630997, "mask_rcnn/false_positive": 0.11670354331709941, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.980885726865381, "total_loss": 0.8103947981726378}
{"data_time": 0.021363606676459312, "eta_seconds": 201229.12644292228, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.34840451644575354, "fast_rcnn/fg_cls_accuracy": 0.5975609756097561, "iteration": 67499, "loss_box_reg": 0.21614668890833855, "loss_cls": 0.18482838897034526, "loss_mask": 0.25495235063135624, "loss_rpn_cls": 0.03414755151607096, "loss_rpn_loc": 0.06568587524816394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832361096183042, "mask_rcnn/false_negative": 0.09323015416234047, "mask_rcnn/false_positive": 0.12037623207846818, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9958295854739845, "total_loss": 0.758012959966436}
{"data_time": 0.015637357719242573, "eta_seconds": 201159.9082702957, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.31489074167392, "fast_rcnn/fg_cls_accuracy": 0.6527891394959293, "iteration": 67519, "loss_box_reg": 0.2226850064471364, "loss_cls": 0.18317123875021935, "loss_mask": 0.24315263703465462, "loss_rpn_cls": 0.033705395413562655, "loss_rpn_loc": 0.07552675739862025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897369630991931, "mask_rcnn/false_negative": 0.10449036055954089, "mask_rcnn/false_positive": 0.13902037177811827, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9895092404913157, "total_loss": 0.7968838479719125}
{"data_time": 0.01655590650625527, "eta_seconds": 200991.18997425307, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3105815006279389, "fast_rcnn/fg_cls_accuracy": 0.6652305542617607, "iteration": 67539, "loss_box_reg": 0.23770888336002827, "loss_cls": 0.2080505918711424, "loss_mask": 0.25256580486893654, "loss_rpn_cls": 0.044522147509269416, "loss_rpn_loc": 0.07119079446420074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932701501816127, "mask_rcnn/false_negative": 0.09796468667683292, "mask_rcnn/false_positive": 0.1115576189998241, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9864132443908602, "total_loss": 0.85832529515028}
{"data_time": 0.018283317564055324, "eta_seconds": 201022.7720018942, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31180555555555556, "fast_rcnn/fg_cls_accuracy": 0.6529605263157894, "iteration": 67559, "loss_box_reg": 0.2052756855264306, "loss_cls": 0.1678535770624876, "loss_mask": 0.23776846751570702, "loss_rpn_cls": 0.029496561619453132, "loss_rpn_loc": 0.07434286130592227, "lr": 0.0001, "mask_rcnn/accuracy": 0.898095283549275, "mask_rcnn/false_negative": 0.08526207512774517, "mask_rcnn/false_positive": 0.11988712847008672, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0035586808808148, "total_loss": 0.6998100543860346}
{"data_time": 0.016010141000151634, "eta_seconds": 201002.91201651562, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3151981076286221, "fast_rcnn/fg_cls_accuracy": 0.6647940074906367, "iteration": 67579, "loss_box_reg": 0.23999420832842588, "loss_cls": 0.19711597356945276, "loss_mask": 0.2514305729418993, "loss_rpn_cls": 0.03620866942219436, "loss_rpn_loc": 0.0673458301462233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866855180416, "mask_rcnn/false_negative": 0.10402808369140257, "mask_rcnn/false_positive": 0.12169909047992442, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0213571458589286, "total_loss": 0.8046616365900263}
{"data_time": 0.01911332900635898, "eta_seconds": 201080.4298395291, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3270657283373638, "fast_rcnn/fg_cls_accuracy": 0.649188106743285, "iteration": 67599, "loss_box_reg": 0.22392931953072548, "loss_cls": 0.1825222847983241, "loss_mask": 0.25043520517647266, "loss_rpn_cls": 0.03861586900893599, "loss_rpn_loc": 0.07144913636147976, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025302117769001, "mask_rcnn/false_negative": 0.0876726898457232, "mask_rcnn/false_positive": 0.11551502319555115, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9702939144335687, "total_loss": 0.7851413866737857}
{"data_time": 0.016828831285238266, "eta_seconds": 201008.1686220551, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3540099041739019, "fast_rcnn/fg_cls_accuracy": 0.6056693697538769, "iteration": 67619, "loss_box_reg": 0.22472959756851196, "loss_cls": 0.19336838833987713, "loss_mask": 0.2554830554872751, "loss_rpn_cls": 0.03423228953033686, "loss_rpn_loc": 0.07089034328237176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828087696782823, "mask_rcnn/false_negative": 0.10030871165158695, "mask_rcnn/false_positive": 0.12452229102424736, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.0165402658749372, "total_loss": 0.8147419872693717}
{"data_time": 0.01629049377515912, "eta_seconds": 200923.62515592948, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3092684941565196, "fast_rcnn/fg_cls_accuracy": 0.6736072228443448, "iteration": 67639, "loss_box_reg": 0.22114303521811962, "loss_cls": 0.19073504488915205, "loss_mask": 0.2561351377516985, "loss_rpn_cls": 0.03593473555520177, "loss_rpn_loc": 0.06696020881645381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926527793437817, "mask_rcnn/false_negative": 0.09195012542715231, "mask_rcnn/false_positive": 0.12188119145598625, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9705506525933743, "total_loss": 0.7895613504806533}
{"data_time": 0.01522404095157981, "eta_seconds": 200932.61974996887, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31074804719570265, "fast_rcnn/fg_cls_accuracy": 0.6453237823447167, "iteration": 67659, "loss_box_reg": 0.22887272760272026, "loss_cls": 0.18743174336850643, "loss_mask": 0.23986379243433475, "loss_rpn_cls": 0.03106122021563351, "loss_rpn_loc": 0.07765625382307917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976484956595943, "mask_rcnn/false_negative": 0.08398463579986469, "mask_rcnn/false_positive": 0.10625446081942325, "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": 0.9950445101130754, "total_loss": 0.7857340984046459}
{"data_time": 0.024775059428066015, "eta_seconds": 200891.0680598952, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.30892255892255893, "fast_rcnn/fg_cls_accuracy": 0.623109243697479, "iteration": 67679, "loss_box_reg": 0.24780993349850178, "loss_cls": 0.21119430661201477, "loss_mask": 0.24525331892073154, "loss_rpn_cls": 0.03740656189620495, "loss_rpn_loc": 0.07364108180627227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875898631577483, "mask_rcnn/false_negative": 0.10616185382106395, "mask_rcnn/false_positive": 0.11856410207857815, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9677019962109625, "total_loss": 0.8301961121615022}
{"data_time": 0.01994009455665946, "eta_seconds": 200855.98191979807, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3169706180344478, "fast_rcnn/fg_cls_accuracy": 0.6568157033805888, "iteration": 67699, "loss_box_reg": 0.2434874251484871, "loss_cls": 0.18832065165042877, "loss_mask": 0.2500930279493332, "loss_rpn_cls": 0.04369884729385376, "loss_rpn_loc": 0.09171414165757596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880449756544815, "mask_rcnn/false_negative": 0.09944788028009807, "mask_rcnn/false_positive": 0.12017231409641607, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0340413402300328, "total_loss": 0.8568042907863855}
{"data_time": 0.017391393892467022, "eta_seconds": 200789.2079374194, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2771756601607348, "fast_rcnn/fg_cls_accuracy": 0.678494983277592, "iteration": 67719, "loss_box_reg": 0.21499622240662575, "loss_cls": 0.18205770198255777, "loss_mask": 0.24884982407093048, "loss_rpn_cls": 0.034523344482295215, "loss_rpn_loc": 0.06431753374636173, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035451707232349, "mask_rcnn/false_negative": 0.08652290910842239, "mask_rcnn/false_positive": 0.09758495048300556, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9686696715652943, "total_loss": 0.7563812201842666}
{"data_time": 0.016337716253474355, "eta_seconds": 200831.49182381574, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3286468741079075, "fast_rcnn/fg_cls_accuracy": 0.6255239869585467, "iteration": 67739, "loss_box_reg": 0.20070426724851131, "loss_cls": 0.17610754678025842, "loss_mask": 0.24807576462626457, "loss_rpn_cls": 0.03472141578095034, "loss_rpn_loc": 0.061003372771665454, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057461282385295, "mask_rcnn/false_negative": 0.09220822809358112, "mask_rcnn/false_positive": 0.10788012441688505, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.005486027803272, "total_loss": 0.7148227181751281}
{"data_time": 0.020228867884725332, "eta_seconds": 200824.17214810848, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3267205957883924, "fast_rcnn/fg_cls_accuracy": 0.6193009118541033, "iteration": 67759, "loss_box_reg": 0.22211948409676552, "loss_cls": 0.17954775225371122, "loss_mask": 0.24206138215959072, "loss_rpn_cls": 0.036640293430536985, "loss_rpn_loc": 0.0853010113351047, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001422224551352, "mask_rcnn/false_negative": 0.09495547263164265, "mask_rcnn/false_positive": 0.09437753148332156, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9761738681700081, "total_loss": 0.7982401576591656}
{"data_time": 0.02558735036291182, "eta_seconds": 200756.49526705034, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2733333333333333, "fast_rcnn/fg_cls_accuracy": 0.695297157622739, "iteration": 67779, "loss_box_reg": 0.23268312960863113, "loss_cls": 0.1796225099824369, "loss_mask": 0.23742259666323662, "loss_rpn_cls": 0.03444787603802979, "loss_rpn_loc": 0.0852357572875917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972860027086678, "mask_rcnn/false_negative": 0.08986029548465958, "mask_rcnn/false_positive": 0.11170393592124755, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9886380354873836, "total_loss": 0.7704346966929734}
{"data_time": 0.017066416097804904, "eta_seconds": 200756.6957201343, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.35326315269231723, "fast_rcnn/fg_cls_accuracy": 0.6110121168923734, "iteration": 67799, "loss_box_reg": 0.21550770103931427, "loss_cls": 0.18372390512377024, "loss_mask": 0.24579767882823944, "loss_rpn_cls": 0.038845044327899814, "loss_rpn_loc": 0.0695362666156143, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070761827458256, "mask_rcnn/false_negative": 0.10213091954578897, "mask_rcnn/false_positive": 0.10215940186047043, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9656594695989043, "total_loss": 0.7552417307742871}
{"data_time": 0.019238549284636974, "eta_seconds": 200689.94493171573, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30448180738878416, "fast_rcnn/fg_cls_accuracy": 0.6738946491887827, "iteration": 67819, "loss_box_reg": 0.2307884730398655, "loss_cls": 0.1847933679819107, "loss_mask": 0.25073803775012493, "loss_rpn_cls": 0.03635716927237809, "loss_rpn_loc": 0.0838830485008657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944191307095546, "mask_rcnn/false_negative": 0.09529480267519956, "mask_rcnn/false_positive": 0.11668775032343111, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9937708484940231, "total_loss": 0.809167742729187}
{"data_time": 0.022932027699425817, "eta_seconds": 200670.092330575, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.31239766081871345, "fast_rcnn/fg_cls_accuracy": 0.6598944486329907, "iteration": 67839, "loss_box_reg": 0.24305161647498608, "loss_cls": 0.18878923449665308, "loss_mask": 0.2543654665350914, "loss_rpn_cls": 0.03586126724258065, "loss_rpn_loc": 0.08375887235160917, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009631467859922, "mask_rcnn/false_negative": 0.08910642089883505, "mask_rcnn/false_positive": 0.11512116339297261, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0205873327795416, "total_loss": 0.8269212518353015}
{"data_time": 0.018006531288847327, "eta_seconds": 200618.99890751112, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.327657308589944, "fast_rcnn/fg_cls_accuracy": 0.6430426530816102, "iteration": 67859, "loss_box_reg": 0.2367652440443635, "loss_cls": 0.20009251683950424, "loss_mask": 0.25215328112244606, "loss_rpn_cls": 0.03595808916725218, "loss_rpn_loc": 0.07897163974121213, "lr": 0.0001, "mask_rcnn/accuracy": 0.880147062197181, "mask_rcnn/false_negative": 0.09682757372706804, "mask_rcnn/false_positive": 0.12633171098150386, "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": 0.9796959524974227, "total_loss": 0.799455686006695}
{"data_time": 0.016761247999966145, "eta_seconds": 200478.51375681348, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30031955132385546, "fast_rcnn/fg_cls_accuracy": 0.6473474423460188, "iteration": 67879, "loss_box_reg": 0.22243262361735106, "loss_cls": 0.19153048796579242, "loss_mask": 0.24328537099063396, "loss_rpn_cls": 0.038458229042589664, "loss_rpn_loc": 0.08660634863190353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908772305475832, "mask_rcnn/false_negative": 0.09698826475748273, "mask_rcnn/false_positive": 0.1084470674419174, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9909214093349874, "total_loss": 0.7731420531636104}
{"data_time": 0.01679517445154488, "eta_seconds": 200526.9144625403, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3268913552591386, "fast_rcnn/fg_cls_accuracy": 0.6498049052396879, "iteration": 67899, "loss_box_reg": 0.22122357040643692, "loss_cls": 0.1755669303238392, "loss_mask": 0.2517760694026947, "loss_rpn_cls": 0.03671669366303831, "loss_rpn_loc": 0.05696561513468623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967906921675565, "mask_rcnn/false_negative": 0.09190116595579839, "mask_rcnn/false_positive": 0.1189176043986235, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9813437578268349, "total_loss": 0.7444590243976563}
{"data_time": 0.027009304612874985, "eta_seconds": 200398.9388223365, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2879939827614246, "fast_rcnn/fg_cls_accuracy": 0.6537583688374924, "iteration": 67919, "loss_box_reg": 0.224840322509408, "loss_cls": 0.19268460851162672, "loss_mask": 0.2376506682485342, "loss_rpn_cls": 0.032354807830415666, "loss_rpn_loc": 0.05726290587335825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964409041327581, "mask_rcnn/false_negative": 0.09265169894398165, "mask_rcnn/false_positive": 0.12373297112731056, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9936621924862266, "total_loss": 0.7431652581726667}
{"data_time": 0.014414646895602345, "eta_seconds": 200379.10519814584, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3174656306037059, "fast_rcnn/fg_cls_accuracy": 0.6463659516113234, "iteration": 67939, "loss_box_reg": 0.24413149245083332, "loss_cls": 0.19252654537558556, "loss_mask": 0.23926999047398567, "loss_rpn_cls": 0.030671183252707124, "loss_rpn_loc": 0.07350118760950863, "lr": 0.0001, "mask_rcnn/accuracy": 0.90173832916033, "mask_rcnn/false_negative": 0.08711387347343205, "mask_rcnn/false_positive": 0.10073326088241809, "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": 0.999078378546983, "total_loss": 0.7827404050622135}
{"data_time": 0.024498567450791597, "eta_seconds": 200328.03289444186, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.327331486611265, "fast_rcnn/fg_cls_accuracy": 0.6181203358208955, "iteration": 67959, "loss_box_reg": 0.24339676648378372, "loss_cls": 0.1932727601379156, "loss_mask": 0.25114225409924984, "loss_rpn_cls": 0.03870175941847265, "loss_rpn_loc": 0.09173603216186166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830927557358347, "mask_rcnn/false_negative": 0.09586199993981204, "mask_rcnn/false_positive": 0.12450902838328817, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9824536871165037, "total_loss": 0.8137992421397939}
{"data_time": 0.015086787519976497, "eta_seconds": 200288.1346389139, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3296522556390977, "fast_rcnn/fg_cls_accuracy": 0.6436244596999745, "iteration": 67979, "loss_box_reg": 0.22540138103067875, "loss_cls": 0.19138443656265736, "loss_mask": 0.2560136318206787, "loss_rpn_cls": 0.03767895931378007, "loss_rpn_loc": 0.08104019053280354, "lr": 0.0001, "mask_rcnn/accuracy": 0.90173915357323, "mask_rcnn/false_negative": 0.08735400045905276, "mask_rcnn/false_positive": 0.10919932569205053, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0023004619870335, "total_loss": 0.779424708802253}
{"data_time": 0.015251768287271261, "eta_seconds": 200159.6751222387, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2999782703172534, "fast_rcnn/fg_cls_accuracy": 0.6724266072092159, "iteration": 67999, "loss_box_reg": 0.22221621684730053, "loss_cls": 0.17536824196577072, "loss_mask": 0.23530314676463604, "loss_rpn_cls": 0.036393622402101755, "loss_rpn_loc": 0.07457873458042741, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026964685446828, "mask_rcnn/false_negative": 0.09060847694693935, "mask_rcnn/false_positive": 0.10690835550484237, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9786017490550876, "total_loss": 0.7772927668411285}
{"data_time": 0.0168188214302063, "eta_seconds": 200153.06391546968, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3387494858083093, "fast_rcnn/fg_cls_accuracy": 0.6269025092554504, "iteration": 68019, "loss_box_reg": 0.23030608985573053, "loss_cls": 0.20419347658753395, "loss_mask": 0.2546391971409321, "loss_rpn_cls": 0.040655906312167645, "loss_rpn_loc": 0.07795279705896974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914565146182793, "mask_rcnn/false_negative": 0.10087389803618067, "mask_rcnn/false_positive": 0.12362466414796165, "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": 1.0001248514745384, "total_loss": 0.8325228726025671}
{"data_time": 0.018046036595478654, "eta_seconds": 200197.64642617665, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.28077372994652405, "fast_rcnn/fg_cls_accuracy": 0.6938084893048129, "iteration": 68039, "loss_box_reg": 0.22516557946801186, "loss_cls": 0.18800234980881214, "loss_mask": 0.25067638233304024, "loss_rpn_cls": 0.03537531557958573, "loss_rpn_loc": 0.07293712929822505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956187373598088, "mask_rcnn/false_negative": 0.09624115320359396, "mask_rcnn/false_positive": 0.11659972252542126, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 209.375, "rpn/num_pos_anchors": 46.625, "time": 1.0184635762125254, "total_loss": 0.7883115340955555}
{"data_time": 0.017258096486330032, "eta_seconds": 200113.42572081368, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3476514906631524, "fast_rcnn/fg_cls_accuracy": 0.6344506785594399, "iteration": 68059, "loss_box_reg": 0.21842353697866201, "loss_cls": 0.1874393792822957, "loss_mask": 0.24475295469164848, "loss_rpn_cls": 0.03651660471223295, "loss_rpn_loc": 0.07970976195065305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919753729643969, "mask_rcnn/false_negative": 0.09572166816174835, "mask_rcnn/false_positive": 0.10503767961276125, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0053771387320012, "total_loss": 0.7689253066200763}
{"data_time": 0.015442296164110303, "eta_seconds": 200200.80326527357, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.29343536787755853, "fast_rcnn/fg_cls_accuracy": 0.6793007928168879, "iteration": 68079, "loss_box_reg": 0.22652701288461685, "loss_cls": 0.17832753527909517, "loss_mask": 0.2464024182409048, "loss_rpn_cls": 0.03393351682461798, "loss_rpn_loc": 0.07872236403636634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953164769597508, "mask_rcnn/false_negative": 0.09287092365420024, "mask_rcnn/false_positive": 0.11413984946040479, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.987463467521593, "total_loss": 0.74532386980718}
{"data_time": 0.01315829181112349, "eta_seconds": 200095.87066546082, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3202017106399576, "fast_rcnn/fg_cls_accuracy": 0.6578905954928869, "iteration": 68099, "loss_box_reg": 0.2137071955949068, "loss_cls": 0.1781791215762496, "loss_mask": 0.24985956586897373, "loss_rpn_cls": 0.04532139585353434, "loss_rpn_loc": 0.06307479552924633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886646350543865, "mask_rcnn/false_negative": 0.09210873474924214, "mask_rcnn/false_positive": 0.12651305141726812, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9725866199005395, "total_loss": 0.7674413006752729}
{"data_time": 0.0169987422414124, "eta_seconds": 200149.33482280932, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3204826906839291, "fast_rcnn/fg_cls_accuracy": 0.6455882352941177, "iteration": 68119, "loss_box_reg": 0.21696865372359753, "loss_cls": 0.17727036401629448, "loss_mask": 0.237835131585598, "loss_rpn_cls": 0.035457699093967676, "loss_rpn_loc": 0.06982287764549255, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009768070584738, "mask_rcnn/false_negative": 0.09122225752238838, "mask_rcnn/false_positive": 0.10942864352478843, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9939106279052794, "total_loss": 0.7605085344985127}
{"data_time": 0.01975674508139491, "eta_seconds": 200129.50627765153, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3735959500079101, "fast_rcnn/fg_cls_accuracy": 0.6119008219624014, "iteration": 68139, "loss_box_reg": 0.2310767974704504, "loss_cls": 0.2137747835367918, "loss_mask": 0.25507822446525097, "loss_rpn_cls": 0.03614011756144464, "loss_rpn_loc": 0.0775981096085161, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827289391236239, "mask_rcnn/false_negative": 0.09465898282902512, "mask_rcnn/false_positive": 0.13643205289136778, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9913602136075497, "total_loss": 0.8163331735413522}
{"data_time": 0.01595770800486207, "eta_seconds": 200109.67773249373, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3170046472327841, "fast_rcnn/fg_cls_accuracy": 0.6436628643852979, "iteration": 68159, "loss_box_reg": 0.2267765300348401, "loss_cls": 0.1822762917727232, "loss_mask": 0.25066936388611794, "loss_rpn_cls": 0.037091913633048534, "loss_rpn_loc": 0.0870515841525048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958016168625698, "mask_rcnn/false_negative": 0.09720321482271686, "mask_rcnn/false_positive": 0.10850701666688696, "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": 0.9851852639112622, "total_loss": 0.8002646123059094}
{"data_time": 0.014851541025564075, "eta_seconds": 200101.6546899639, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29099571660902035, "fast_rcnn/fg_cls_accuracy": 0.6635475466782457, "iteration": 68179, "loss_box_reg": 0.2531458307057619, "loss_cls": 0.19081904739141464, "loss_mask": 0.2564265001565218, "loss_rpn_cls": 0.03993641771376133, "loss_rpn_loc": 0.09270319133065641, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019725681144353, "mask_rcnn/false_negative": 0.0917931581719654, "mask_rcnn/false_positive": 0.10078120226268644, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9970067399553955, "total_loss": 0.8574163883458823}
{"data_time": 0.018274767557159066, "eta_seconds": 200070.02064217813, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35877328526053737, "fast_rcnn/fg_cls_accuracy": 0.6279874213836478, "iteration": 68199, "loss_box_reg": 0.2272237418219447, "loss_cls": 0.18653858080506325, "loss_mask": 0.248274402692914, "loss_rpn_cls": 0.033955039572902024, "loss_rpn_loc": 0.08433937793597579, "lr": 0.0001, "mask_rcnn/accuracy": 0.88985191870866, "mask_rcnn/false_negative": 0.10150702151398441, "mask_rcnn/false_positive": 0.13193748135130745, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0001867625396699, "total_loss": 0.7694210464833304}
{"data_time": 0.025169037748128176, "eta_seconds": 199954.8729421897, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.30253189792663476, "fast_rcnn/fg_cls_accuracy": 0.6459899749373434, "iteration": 68219, "loss_box_reg": 0.22208830527961254, "loss_cls": 0.18896265607327223, "loss_mask": 0.25428004562854767, "loss_rpn_cls": 0.03689168021082878, "loss_rpn_loc": 0.06930365972220898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898682369943686, "mask_rcnn/false_negative": 0.1006100346812907, "mask_rcnn/false_positive": 0.10278421353273931, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 1.004570628516376, "total_loss": 0.7706403279444203}
{"data_time": 0.016877054702490568, "eta_seconds": 199935.0538448617, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3403698050371193, "fast_rcnn/fg_cls_accuracy": 0.6416776521196143, "iteration": 68239, "loss_box_reg": 0.23837262764573097, "loss_cls": 0.18417936004698277, "loss_mask": 0.25188459269702435, "loss_rpn_cls": 0.03719595790607855, "loss_rpn_loc": 0.07962606498040259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799429555228846, "mask_rcnn/false_negative": 0.1022919852194325, "mask_rcnn/false_positive": 0.1369442374069756, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9683523164130747, "total_loss": 0.8373719839146361}
{"data_time": 0.0157355812843889, "eta_seconds": 199937.30038657784, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2902057613168725, "fast_rcnn/fg_cls_accuracy": 0.6922222222222223, "iteration": 68259, "loss_box_reg": 0.2160655166953802, "loss_cls": 0.17152862530201674, "loss_mask": 0.2347477488219738, "loss_rpn_cls": 0.03509404871147126, "loss_rpn_loc": 0.06738755386322737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926772531929439, "mask_rcnn/false_negative": 0.08234784856541524, "mask_rcnn/false_positive": 0.1340212679231355, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9817921365611255, "total_loss": 0.7124420729232952}
{"data_time": 0.018026832723990083, "eta_seconds": 199990.70646154694, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.29698747807150205, "fast_rcnn/fg_cls_accuracy": 0.6949344838606584, "iteration": 68279, "loss_box_reg": 0.19770109839737415, "loss_cls": 0.16116724535822868, "loss_mask": 0.23974728398025036, "loss_rpn_cls": 0.030496312538161874, "loss_rpn_loc": 0.07339303172193468, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963106630521019, "mask_rcnn/false_negative": 0.09228731364511353, "mask_rcnn/false_positive": 0.12723961988647986, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9886951262596995, "total_loss": 0.6929239146993496}
{"data_time": 0.017634945223107934, "eta_seconds": 199982.6763995923, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27652096114519426, "fast_rcnn/fg_cls_accuracy": 0.7047134102379236, "iteration": 68299, "loss_box_reg": 0.22530513815581799, "loss_cls": 0.18519669398665428, "loss_mask": 0.25156223587691784, "loss_rpn_cls": 0.03643978852778673, "loss_rpn_loc": 0.07538014953024685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867678511685705, "mask_rcnn/false_negative": 0.08884080482466225, "mask_rcnn/false_positive": 0.12820105654479305, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0089161845389754, "total_loss": 0.7893592127365991}
{"data_time": 0.015725977951660752, "eta_seconds": 200042.0871485956, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29445957268537915, "fast_rcnn/fg_cls_accuracy": 0.6832454914909829, "iteration": 68319, "loss_box_reg": 0.2121669091284275, "loss_cls": 0.17326359543949366, "loss_mask": 0.2465539164841175, "loss_rpn_cls": 0.038153139292262495, "loss_rpn_loc": 0.06291891727596521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896810033187972, "mask_rcnn/false_negative": 0.10180528178262617, "mask_rcnn/false_positive": 0.11177531913276503, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9849611045792699, "total_loss": 0.7369467384414747}
{"data_time": 0.014304573414847255, "eta_seconds": 200057.7158061834, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3723552123552124, "fast_rcnn/fg_cls_accuracy": 0.582039072039072, "iteration": 68339, "loss_box_reg": 0.22052143700420856, "loss_cls": 0.17375057749450207, "loss_mask": 0.24874131381511688, "loss_rpn_cls": 0.0427852455759421, "loss_rpn_loc": 0.06935202586464584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908073703842803, "mask_rcnn/false_negative": 0.08542572351069726, "mask_rcnn/false_positive": 0.12368665117859687, "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": 0.9864487228915095, "total_loss": 0.7544125703861937}
{"data_time": 0.015864060493186116, "eta_seconds": 199962.94509668835, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29668079776471723, "fast_rcnn/fg_cls_accuracy": 0.6394402158204066, "iteration": 68359, "loss_box_reg": 0.23265536595135927, "loss_cls": 0.19242835231125355, "loss_mask": 0.24384669587016106, "loss_rpn_cls": 0.03894342854619026, "loss_rpn_loc": 0.09855196764692664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946185998915532, "mask_rcnn/false_negative": 0.09202185652736962, "mask_rcnn/false_positive": 0.10885908108854914, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9790967805311084, "total_loss": 0.8393941160757095}
{"data_time": 0.015974708599969745, "eta_seconds": 199943.11143817846, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.37156954887218047, "fast_rcnn/fg_cls_accuracy": 0.6013224125750618, "iteration": 68379, "loss_box_reg": 0.22079619206488132, "loss_cls": 0.17115992587059736, "loss_mask": 0.24858400784432888, "loss_rpn_cls": 0.04498804756440222, "loss_rpn_loc": 0.10291621554642916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935343376611258, "mask_rcnn/false_negative": 0.10178716612438829, "mask_rcnn/false_positive": 0.12673973398801952, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.007926060585305, "total_loss": 0.787937972927466}
{"data_time": 0.015332423383370042, "eta_seconds": 199798.55139255524, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3132725170242837, "fast_rcnn/fg_cls_accuracy": 0.6092158153718207, "iteration": 68399, "loss_box_reg": 0.22779636457562447, "loss_cls": 0.18814621213823557, "loss_mask": 0.2515861876308918, "loss_rpn_cls": 0.03806102951057255, "loss_rpn_loc": 0.08536934666335583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960726943449135, "mask_rcnn/false_negative": 0.09818426303542145, "mask_rcnn/false_positive": 0.1189604588128278, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.963793923612684, "total_loss": 0.794634846271947}
{"data_time": 0.02625270700082183, "eta_seconds": 199820.96240140963, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30724384709373365, "fast_rcnn/fg_cls_accuracy": 0.6731181221806763, "iteration": 68419, "loss_box_reg": 0.2147226333618164, "loss_cls": 0.17834458500146866, "loss_mask": 0.258872676640749, "loss_rpn_cls": 0.04002006957307458, "loss_rpn_loc": 0.08920795493759215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8789100328276036, "mask_rcnn/false_negative": 0.10932014533298431, "mask_rcnn/false_positive": 0.13923916947490597, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.016978952800855, "total_loss": 0.7950280839577317}
{"data_time": 0.013831025920808315, "eta_seconds": 199809.47669330984, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.3033252993899224, "fast_rcnn/fg_cls_accuracy": 0.6381638748214518, "iteration": 68439, "loss_box_reg": 0.20837233494967222, "loss_cls": 0.1803213357925415, "loss_mask": 0.2373355757445097, "loss_rpn_cls": 0.036457125563174486, "loss_rpn_loc": 0.06562650215346366, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085779975482373, "mask_rcnn/false_negative": 0.0765018860728423, "mask_rcnn/false_positive": 0.1068301315190664, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9956564684398472, "total_loss": 0.7503653955645859}
{"data_time": 0.014754150062799454, "eta_seconds": 199830.58246760163, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.34497065371382307, "fast_rcnn/fg_cls_accuracy": 0.6244428281019787, "iteration": 68459, "loss_box_reg": 0.24275220558047295, "loss_cls": 0.2011715155094862, "loss_mask": 0.2557025868445635, "loss_rpn_cls": 0.03904585015698103, "loss_rpn_loc": 0.08516220527235419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995565932504079, "mask_rcnn/false_negative": 0.09108822442410311, "mask_rcnn/false_positive": 0.12222139913019042, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0085365229751915, "total_loss": 0.8119983321448672}
{"data_time": 0.013901523547247052, "eta_seconds": 199804.9302187562, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2962007289210131, "fast_rcnn/fg_cls_accuracy": 0.68572324607523, "iteration": 68479, "loss_box_reg": 0.220723913051188, "loss_cls": 0.1937377043068409, "loss_mask": 0.2457216326147318, "loss_rpn_cls": 0.033457150508183986, "loss_rpn_loc": 0.07280238554812968, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049366928563662, "mask_rcnn/false_negative": 0.07048696661086121, "mask_rcnn/false_positive": 0.12251722696209691, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9749632049351931, "total_loss": 0.7895289788721129}
{"data_time": 0.017576600424945354, "eta_seconds": 199785.1004321128, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3715303445082573, "fast_rcnn/fg_cls_accuracy": 0.6075440890961228, "iteration": 68499, "loss_box_reg": 0.22991802543401718, "loss_cls": 0.19108810555189848, "loss_mask": 0.25321449153125286, "loss_rpn_cls": 0.03980315907392651, "loss_rpn_loc": 0.08291221549734473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936165203466663, "mask_rcnn/false_negative": 0.08839329699420316, "mask_rcnn/false_positive": 0.13135828739041844, "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": 0.9972857248503715, "total_loss": 0.787135251564905}
{"data_time": 0.020101814065128565, "eta_seconds": 199879.14599142037, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3316583406797924, "fast_rcnn/fg_cls_accuracy": 0.6404449916454138, "iteration": 68519, "loss_box_reg": 0.2124321460723877, "loss_cls": 0.18307777401059866, "loss_mask": 0.24173239059746265, "loss_rpn_cls": 0.03177679976215586, "loss_rpn_loc": 0.07027588039636612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875848391062182, "mask_rcnn/false_negative": 0.08983762207790735, "mask_rcnn/false_positive": 0.1324105229954355, "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": 1.0161447955761105, "total_loss": 0.7403763949405402}
{"data_time": 0.01402067462913692, "eta_seconds": 200039.9598441599, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2901656314699793, "fast_rcnn/fg_cls_accuracy": 0.6774086454803554, "iteration": 68539, "loss_box_reg": 0.21543319895863533, "loss_cls": 0.17946057301014662, "loss_mask": 0.2491506841033697, "loss_rpn_cls": 0.04168446466792375, "loss_rpn_loc": 0.08493485348299146, "lr": 0.0001, "mask_rcnn/accuracy": 0.899123966820361, "mask_rcnn/false_negative": 0.09083348372292192, "mask_rcnn/false_positive": 0.1002820428154752, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0483851006720215, "total_loss": 0.7972452496178448}
{"data_time": 0.01658700266852975, "eta_seconds": 199936.01663704962, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3117461467626768, "fast_rcnn/fg_cls_accuracy": 0.6694611476476817, "iteration": 68559, "loss_box_reg": 0.24298606626689434, "loss_cls": 0.1979362505953759, "loss_mask": 0.24108878150582314, "loss_rpn_cls": 0.0406837995396927, "loss_rpn_loc": 0.07791697257198393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951672368426906, "mask_rcnn/false_negative": 0.07782833275614637, "mask_rcnn/false_positive": 0.12602339355519807, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0041910586878657, "total_loss": 0.7974296589381993}
{"data_time": 0.015434341505169868, "eta_seconds": 199866.16342796478, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34196749604487275, "fast_rcnn/fg_cls_accuracy": 0.6094034229828851, "iteration": 68579, "loss_box_reg": 0.23197474516928196, "loss_cls": 0.19768967479467392, "loss_mask": 0.2567233555018902, "loss_rpn_cls": 0.034389439853839576, "loss_rpn_loc": 0.07514625857584178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833948139365149, "mask_rcnn/false_negative": 0.10607608581170172, "mask_rcnn/false_positive": 0.12243897933656334, "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": 0.9837448031175882, "total_loss": 0.8037554736365564}
{"data_time": 0.018515025032684207, "eta_seconds": 199846.3177161757, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32030561740161134, "fast_rcnn/fg_cls_accuracy": 0.6258023495216181, "iteration": 68599, "loss_box_reg": 0.22981363348662853, "loss_cls": 0.19013290293514729, "loss_mask": 0.2553315497934818, "loss_rpn_cls": 0.03750211757142097, "loss_rpn_loc": 0.0855298638343811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978472474970651, "mask_rcnn/false_negative": 0.09731394431190293, "mask_rcnn/false_positive": 0.09551022651316779, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9881680374965072, "total_loss": 0.8273788199294358}
{"data_time": 0.02120188041590154, "eta_seconds": 199842.8513327241, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.31184565569347006, "fast_rcnn/fg_cls_accuracy": 0.6736452112364522, "iteration": 68619, "loss_box_reg": 0.23579175397753716, "loss_cls": 0.1993345869705081, "loss_mask": 0.2506827097386122, "loss_rpn_cls": 0.03866518125869334, "loss_rpn_loc": 0.07860622415319085, "lr": 0.0001, "mask_rcnn/accuracy": 0.888826488485897, "mask_rcnn/false_negative": 0.09759775742956073, "mask_rcnn/false_positive": 0.12021086065947664, "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": 1.0313652297481894, "total_loss": 0.8072544462629594}
{"data_time": 0.01661764830350876, "eta_seconds": 199856.61392988637, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.29955939907613294, "fast_rcnn/fg_cls_accuracy": 0.6531007751937985, "iteration": 68639, "loss_box_reg": 0.24232503026723862, "loss_cls": 0.20075203385204077, "loss_mask": 0.258717717602849, "loss_rpn_cls": 0.03708742011804134, "loss_rpn_loc": 0.09252216597087681, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902139252440107, "mask_rcnn/false_negative": 0.10658140051300002, "mask_rcnn/false_positive": 0.12102644659561368, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9758058793377131, "total_loss": 0.8473231750540435}
{"data_time": 0.017856715014204383, "eta_seconds": 199934.05977931805, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3743932121343976, "fast_rcnn/fg_cls_accuracy": 0.5572001527883881, "iteration": 68659, "loss_box_reg": 0.22699857223778963, "loss_cls": 0.19397461507469416, "loss_mask": 0.2530814819037914, "loss_rpn_cls": 0.04379632230848074, "loss_rpn_loc": 0.07208024663850665, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889885381235827, "mask_rcnn/false_negative": 0.09333278687953017, "mask_rcnn/false_positive": 0.11801809366757976, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0188720128498971, "total_loss": 0.7716602175496519}
{"data_time": 0.019106758991256356, "eta_seconds": 199914.19943762943, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3455820476858345, "fast_rcnn/fg_cls_accuracy": 0.6358105349122091, "iteration": 68679, "loss_box_reg": 0.20612849295139313, "loss_cls": 0.17991986125707626, "loss_mask": 0.24222271144390106, "loss_rpn_cls": 0.038410319364629686, "loss_rpn_loc": 0.08185697509907186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893651843587986, "mask_rcnn/false_negative": 0.09254491055421918, "mask_rcnn/false_positive": 0.12084092093040374, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9694854100234807, "total_loss": 0.7460767235024832}
{"data_time": 0.018374085426330566, "eta_seconds": 199861.12120281905, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3091094265676568, "fast_rcnn/fg_cls_accuracy": 0.6604048964218456, "iteration": 68699, "loss_box_reg": 0.22085805051028728, "loss_cls": 0.18973779864609241, "loss_mask": 0.24647553265094757, "loss_rpn_cls": 0.03366012265905738, "loss_rpn_loc": 0.07013835781253874, "lr": 0.0001, "mask_rcnn/accuracy": 0.894979319721537, "mask_rcnn/false_negative": 0.0924610314215989, "mask_rcnn/false_positive": 0.12513428112996677, "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": 1.0050381356850266, "total_loss": 0.7755648692836985}
{"data_time": 0.02165196160785854, "eta_seconds": 199874.4787542522, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36069640207715137, "fast_rcnn/fg_cls_accuracy": 0.6154162618278581, "iteration": 68719, "loss_box_reg": 0.24070234782993793, "loss_cls": 0.18231476191431284, "loss_mask": 0.2511970940977335, "loss_rpn_cls": 0.03545321826823056, "loss_rpn_loc": 0.07437178608961403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821481891541094, "mask_rcnn/false_negative": 0.09194035175832205, "mask_rcnn/false_positive": 0.1321187453014821, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9894560221582651, "total_loss": 0.8019775920547545}
{"data_time": 0.0171123833861202, "eta_seconds": 199707.39773365203, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.3314773262417241, "fast_rcnn/fg_cls_accuracy": 0.6184202261306533, "iteration": 68739, "loss_box_reg": 0.21816851571202278, "loss_cls": 0.19126155227422714, "loss_mask": 0.24456623289734125, "loss_rpn_cls": 0.02909752365667373, "loss_rpn_loc": 0.06493869936093688, "lr": 0.0001, "mask_rcnn/accuracy": 0.897970423288363, "mask_rcnn/false_negative": 0.0859337095038896, "mask_rcnn/false_positive": 0.10157367822437563, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9590503261424601, "total_loss": 0.7397947257850319}
{"data_time": 0.019392501330003142, "eta_seconds": 199687.55202186294, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2941122185308232, "fast_rcnn/fg_cls_accuracy": 0.6586303876389266, "iteration": 68759, "loss_box_reg": 0.2247250322252512, "loss_cls": 0.1829444281756878, "loss_mask": 0.2503447160124779, "loss_rpn_cls": 0.035892243846319616, "loss_rpn_loc": 0.08297587279230356, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059542143550647, "mask_rcnn/false_negative": 0.08270998988936507, "mask_rcnn/false_positive": 0.10353143790857813, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9719934731256217, "total_loss": 0.7658949039177969}
{"data_time": 0.015951565001159906, "eta_seconds": 199589.2901618546, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3264910748281037, "fast_rcnn/fg_cls_accuracy": 0.6346486590406614, "iteration": 68779, "loss_box_reg": 0.21014799363911152, "loss_cls": 0.17372120916843414, "loss_mask": 0.24198131635785103, "loss_rpn_cls": 0.034977352945134044, "loss_rpn_loc": 0.06693918647943065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937106850760649, "mask_rcnn/false_negative": 0.08573792218956355, "mask_rcnn/false_positive": 0.11152158739339396, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9769801415968686, "total_loss": 0.754577677056659}
{"data_time": 0.018580481875687838, "eta_seconds": 199664.22528624535, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2636261261261261, "fast_rcnn/fg_cls_accuracy": 0.718313953488372, "iteration": 68799, "loss_box_reg": 0.2289529014378786, "loss_cls": 0.18351139407604933, "loss_mask": 0.23957712948322296, "loss_rpn_cls": 0.033938761334866285, "loss_rpn_loc": 0.07591175241395831, "lr": 0.0001, "mask_rcnn/accuracy": 0.894212738154456, "mask_rcnn/false_negative": 0.09629791309975688, "mask_rcnn/false_positive": 0.11123568337844368, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9886623043566942, "total_loss": 0.7639232879737392}
{"data_time": 0.017266951268538833, "eta_seconds": 199779.1357550025, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3060182370820669, "fast_rcnn/fg_cls_accuracy": 0.6738914297076954, "iteration": 68819, "loss_box_reg": 0.21758927032351494, "loss_cls": 0.17753038369119167, "loss_mask": 0.24877505004405975, "loss_rpn_cls": 0.036890253773890436, "loss_rpn_loc": 0.07402318366803229, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930389912974536, "mask_rcnn/false_negative": 0.09614488371697441, "mask_rcnn/false_positive": 0.11478861263937798, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0402945815585554, "total_loss": 0.7519232087070122}
{"data_time": 0.02574781165458262, "eta_seconds": 199763.9794362709, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32518536914180296, "fast_rcnn/fg_cls_accuracy": 0.6408770000354773, "iteration": 68839, "loss_box_reg": 0.2383223157376051, "loss_cls": 0.19384301267564297, "loss_mask": 0.25228054635226727, "loss_rpn_cls": 0.03594990726560354, "loss_rpn_loc": 0.0788027006201446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885944180267205, "mask_rcnn/false_negative": 0.08925838463658936, "mask_rcnn/false_positive": 0.1313314202439987, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0018852681387216, "total_loss": 0.7921794047579169}
{"data_time": 0.020631146617233753, "eta_seconds": 199739.4142845273, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.349368716389993, "fast_rcnn/fg_cls_accuracy": 0.5884652981427175, "iteration": 68859, "loss_box_reg": 0.23877926915884018, "loss_cls": 0.18732450902462006, "loss_mask": 0.2520888764411211, "loss_rpn_cls": 0.03484748105984181, "loss_rpn_loc": 0.07930816430598497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850586915378285, "mask_rcnn/false_negative": 0.1006958010599888, "mask_rcnn/false_positive": 0.1140161772860938, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9848288504872471, "total_loss": 0.8121549841016531}
{"data_time": 0.018750267568975687, "eta_seconds": 199719.5535492897, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.310154410746434, "fast_rcnn/fg_cls_accuracy": 0.6621160699134566, "iteration": 68879, "loss_box_reg": 0.220572454854846, "loss_cls": 0.18834499455988407, "loss_mask": 0.24594266153872013, "loss_rpn_cls": 0.03433904086705297, "loss_rpn_loc": 0.06613783165812492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911955439633269, "mask_rcnn/false_negative": 0.08828795124818929, "mask_rcnn/false_positive": 0.11547194883985336, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9901018189266324, "total_loss": 0.7804105854593217}
{"data_time": 0.014369847485795617, "eta_seconds": 199695.73567905463, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3640862495581477, "fast_rcnn/fg_cls_accuracy": 0.6293094576515386, "iteration": 68899, "loss_box_reg": 0.2277288818731904, "loss_cls": 0.19719161838293076, "loss_mask": 0.24546323157846928, "loss_rpn_cls": 0.03440090443473309, "loss_rpn_loc": 0.07165338261984289, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873606151298723, "mask_rcnn/false_negative": 0.094715173139169, "mask_rcnn/false_positive": 0.120878473755138, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9816457680426538, "total_loss": 0.7743932500015944}
{"data_time": 0.024168492993339896, "eta_seconds": 199684.5346244052, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3168072992401745, "fast_rcnn/fg_cls_accuracy": 0.6523975275497144, "iteration": 68919, "loss_box_reg": 0.20541976019740105, "loss_cls": 0.16633413266390562, "loss_mask": 0.2420171033591032, "loss_rpn_cls": 0.04038918926380575, "loss_rpn_loc": 0.06815393932629377, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931475264945206, "mask_rcnn/false_negative": 0.11166591159132744, "mask_rcnn/false_positive": 0.12033924418757938, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.013250843854621, "total_loss": 0.7284847182163503}
{"data_time": 0.015445587458088994, "eta_seconds": 199706.8035597168, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2951345755693582, "fast_rcnn/fg_cls_accuracy": 0.6566119014225607, "iteration": 68939, "loss_box_reg": 0.1937163881957531, "loss_cls": 0.17001339932903647, "loss_mask": 0.2526403274387121, "loss_rpn_cls": 0.03357139625586569, "loss_rpn_loc": 0.06791266403160989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991333499008334, "mask_rcnn/false_negative": 0.08500885832905751, "mask_rcnn/false_positive": 0.11736493931935088, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0291010320652276, "total_loss": 0.7362502077012323}
{"data_time": 0.01892516459338367, "eta_seconds": 199765.78801177442, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3243931522016864, "fast_rcnn/fg_cls_accuracy": 0.651985278505202, "iteration": 68959, "loss_box_reg": 0.2387893609702587, "loss_cls": 0.19086081441491842, "loss_mask": 0.25838033854961395, "loss_rpn_cls": 0.0383488277439028, "loss_rpn_loc": 0.07943564606830478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888776925623002, "mask_rcnn/false_negative": 0.10390323195947083, "mask_rcnn/false_positive": 0.10150994928797213, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9926007364410907, "total_loss": 0.8049871982075274}
{"data_time": 0.01588054560124874, "eta_seconds": 199867.8792870324, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3211304633585278, "fast_rcnn/fg_cls_accuracy": 0.6626465111184139, "iteration": 68979, "loss_box_reg": 0.21755950432270765, "loss_cls": 0.18931490741670132, "loss_mask": 0.2444910742342472, "loss_rpn_cls": 0.030071867862716317, "loss_rpn_loc": 0.06823646789416671, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063241714596286, "mask_rcnn/false_negative": 0.07816550615089302, "mask_rcnn/false_positive": 0.10457502982810796, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0440008074510843, "total_loss": 0.7583359333220869}
{"data_time": 0.014160797465592623, "eta_seconds": 199905.56182921864, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.36005116959064326, "fast_rcnn/fg_cls_accuracy": 0.6182953613294171, "iteration": 68999, "loss_box_reg": 0.22892711125314236, "loss_cls": 0.1899363286793232, "loss_mask": 0.2498419675976038, "loss_rpn_cls": 0.03699495812179521, "loss_rpn_loc": 0.07787700649350882, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886239158438991, "mask_rcnn/false_negative": 0.1079545237931246, "mask_rcnn/false_positive": 0.1298703423920451, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9658932154998183, "total_loss": 0.7739653270109557}
{"data_time": 0.013629616005346179, "eta_seconds": 199917.6626363024, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32215965327974566, "fast_rcnn/fg_cls_accuracy": 0.6585871025526198, "iteration": 69019, "loss_box_reg": 0.23057263065129519, "loss_cls": 0.18694589287042618, "loss_mask": 0.237093148753047, "loss_rpn_cls": 0.038978578289970756, "loss_rpn_loc": 0.0780737770255655, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999513518820019, "mask_rcnn/false_negative": 0.09597504086585919, "mask_rcnn/false_positive": 0.10495398800476613, "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": 1.025518336566165, "total_loss": 0.7913881109561771}
{"data_time": 0.017368481494486332, "eta_seconds": 199879.39770758152, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3252303134867671, "fast_rcnn/fg_cls_accuracy": 0.650792741602896, "iteration": 69039, "loss_box_reg": 0.21981391869485378, "loss_cls": 0.18385479599237442, "loss_mask": 0.24099777545779943, "loss_rpn_cls": 0.04493361245840788, "loss_rpn_loc": 0.0850364975631237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905968377943319, "mask_rcnn/false_negative": 0.08595902901272738, "mask_rcnn/false_positive": 0.13729116419854034, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9980515951756388, "total_loss": 0.7814225325128064}
{"data_time": 0.018454562174156308, "eta_seconds": 199788.33779691719, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3478634784661563, "fast_rcnn/fg_cls_accuracy": 0.6053167147037468, "iteration": 69059, "loss_box_reg": 0.19626523926854134, "loss_cls": 0.1655571460723877, "loss_mask": 0.2366888802498579, "loss_rpn_cls": 0.03637366893235594, "loss_rpn_loc": 0.07645309448707849, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000400641025641, "mask_rcnn/false_negative": 0.08407687438911081, "mask_rcnn/false_positive": 0.11421859745934679, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9867541776038706, "total_loss": 0.7218974586576223}
{"data_time": 0.0159478394780308, "eta_seconds": 199813.04137939587, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3388387484957882, "fast_rcnn/fg_cls_accuracy": 0.6206077015643803, "iteration": 69079, "loss_box_reg": 0.21897228993475437, "loss_cls": 0.18108624871820211, "loss_mask": 0.25361451879143715, "loss_rpn_cls": 0.038668443681672215, "loss_rpn_loc": 0.07673216995317489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920562680204941, "mask_rcnn/false_negative": 0.09727309041522128, "mask_rcnn/false_positive": 0.11598506321749524, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9967650999315083, "total_loss": 0.7824495560489595}
{"data_time": 0.015432765474542975, "eta_seconds": 199875.9942380013, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3231783467025313, "fast_rcnn/fg_cls_accuracy": 0.6490455738487234, "iteration": 69099, "loss_box_reg": 0.22201796434819698, "loss_cls": 0.1752050807699561, "loss_mask": 0.2460434678941965, "loss_rpn_cls": 0.032865973422303796, "loss_rpn_loc": 0.060273104114457965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954185290532304, "mask_rcnn/false_negative": 0.09407968716604903, "mask_rcnn/false_positive": 0.11822224391818972, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0019713235087693, "total_loss": 0.7464228203753009}
{"data_time": 0.017778858309611678, "eta_seconds": 199856.09617983922, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.271808170060187, "fast_rcnn/fg_cls_accuracy": 0.6959876896322907, "iteration": 69119, "loss_box_reg": 0.20679241325706244, "loss_cls": 0.16585964430123568, "loss_mask": 0.2378064300864935, "loss_rpn_cls": 0.04105294425971806, "loss_rpn_loc": 0.08662026328966022, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026548326360356, "mask_rcnn/false_negative": 0.10120540120460324, "mask_rcnn/false_positive": 0.10487897642574218, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9805400255136192, "total_loss": 0.7498639354016632}
{"data_time": 0.01543952152132988, "eta_seconds": 199861.26461169217, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27372510648094855, "fast_rcnn/fg_cls_accuracy": 0.6774042950513539, "iteration": 69139, "loss_box_reg": 0.2108788564801216, "loss_cls": 0.17954348865896463, "loss_mask": 0.24709213711321354, "loss_rpn_cls": 0.03201067284680903, "loss_rpn_loc": 0.06166502257110551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939441891015141, "mask_rcnn/false_negative": 0.09117337573175242, "mask_rcnn/false_positive": 0.11764496783010395, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0133683453314006, "total_loss": 0.7165258811437525}
{"data_time": 0.01571924122981727, "eta_seconds": 199941.48634228855, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3182064442543484, "fast_rcnn/fg_cls_accuracy": 0.6526630948629057, "iteration": 69159, "loss_box_reg": 0.2287877071648836, "loss_cls": 0.1970130754634738, "loss_mask": 0.24785016849637032, "loss_rpn_cls": 0.03945968090556562, "loss_rpn_loc": 0.07368963933549821, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981064390612474, "mask_rcnn/false_negative": 0.0882941773245147, "mask_rcnn/false_positive": 0.11007875514002712, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.011419280199334, "total_loss": 0.7807647632434964}
{"data_time": 0.018475955817848444, "eta_seconds": 199842.72851629648, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2977126679548825, "fast_rcnn/fg_cls_accuracy": 0.6565357329260985, "iteration": 69179, "loss_box_reg": 0.22517423052340746, "loss_cls": 0.18765580281615257, "loss_mask": 0.2529505733400583, "loss_rpn_cls": 0.034967948915436864, "loss_rpn_loc": 0.08426724839955568, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918129202299763, "mask_rcnn/false_negative": 0.0880326105428331, "mask_rcnn/false_positive": 0.1216541855295667, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9841352901421487, "total_loss": 0.8037201158003882}
{"data_time": 0.014560137409716845, "eta_seconds": 199776.50394719094, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.32621681415929205, "fast_rcnn/fg_cls_accuracy": 0.6599336283185842, "iteration": 69199, "loss_box_reg": 0.22627264820039272, "loss_cls": 0.19083446078002453, "loss_mask": 0.23638693802058697, "loss_rpn_cls": 0.034335062839090824, "loss_rpn_loc": 0.09377117734402418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907582155865988, "mask_rcnn/false_negative": 0.09362956272421499, "mask_rcnn/false_positive": 0.11358118598699737, "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": 0.9823653730563819, "total_loss": 0.7846200270578265}
{"data_time": 0.021145439008250833, "eta_seconds": 199700.36560374312, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29570190001844676, "fast_rcnn/fg_cls_accuracy": 0.6813029576338929, "iteration": 69219, "loss_box_reg": 0.22145412303507328, "loss_cls": 0.17931200563907623, "loss_mask": 0.24939353950321674, "loss_rpn_cls": 0.03409679955802858, "loss_rpn_loc": 0.06707830517552793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863109478727171, "mask_rcnn/false_negative": 0.09931000928085598, "mask_rcnn/false_positive": 0.12443871036205686, "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": 0.9690923432353884, "total_loss": 0.7681993133155629}
{"data_time": 0.02062278799712658, "eta_seconds": 199783.02050060593, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2827868852459017, "fast_rcnn/fg_cls_accuracy": 0.6728364209871607, "iteration": 69239, "loss_box_reg": 0.22598326951265335, "loss_cls": 0.18660708144307137, "loss_mask": 0.2504707761108875, "loss_rpn_cls": 0.04654580494388938, "loss_rpn_loc": 0.07833941048011184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934535113759852, "mask_rcnn/false_negative": 0.0911054741918518, "mask_rcnn/false_positive": 0.1176563217494136, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.026710159610957, "total_loss": 0.7953637870959938}
{"data_time": 0.017071779118850827, "eta_seconds": 199716.80977270473, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3399599672459285, "fast_rcnn/fg_cls_accuracy": 0.6454419525065963, "iteration": 69259, "loss_box_reg": 0.21927601844072342, "loss_cls": 0.17179537937045097, "loss_mask": 0.2472225520759821, "loss_rpn_cls": 0.037527010310441256, "loss_rpn_loc": 0.07471466530114412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902971078199221, "mask_rcnn/false_negative": 0.1034112419673234, "mask_rcnn/false_positive": 0.12464457643840628, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9593416275456548, "total_loss": 0.7497866766061634}
{"data_time": 0.026412649545818567, "eta_seconds": 199721.96073314175, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33198924731182794, "fast_rcnn/fg_cls_accuracy": 0.6505376344086021, "iteration": 69279, "loss_box_reg": 0.20168756786733866, "loss_cls": 0.1575295515358448, "loss_mask": 0.24177012220025063, "loss_rpn_cls": 0.03274681884795427, "loss_rpn_loc": 0.07159966137260199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894403847090891, "mask_rcnn/false_negative": 0.09188406819512548, "mask_rcnn/false_positive": 0.14197774359725318, "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": 0.9877112878020853, "total_loss": 0.71417219506111}
{"data_time": 0.012765139574185014, "eta_seconds": 199702.06017906312, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3092056074766355, "fast_rcnn/fg_cls_accuracy": 0.6557473456672389, "iteration": 69299, "loss_box_reg": 0.21074011828750372, "loss_cls": 0.1766597293317318, "loss_mask": 0.24102354794740677, "loss_rpn_cls": 0.04281236260430887, "loss_rpn_loc": 0.09018612711224705, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043590561224489, "mask_rcnn/false_negative": 0.09195902717036103, "mask_rcnn/false_positive": 0.10222112653444755, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9955727769993246, "total_loss": 0.7729025763692334}
{"data_time": 0.021697363816201687, "eta_seconds": 199619.24837224185, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3517845607235142, "fast_rcnn/fg_cls_accuracy": 0.6046750885252177, "iteration": 69319, "loss_box_reg": 0.21386699937283993, "loss_cls": 0.18098840303719044, "loss_mask": 0.25289968587458134, "loss_rpn_cls": 0.03929544962011278, "loss_rpn_loc": 0.08630740456283092, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972514117148703, "mask_rcnn/false_negative": 0.09450963912551782, "mask_rcnn/false_positive": 0.11310268306319048, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9580097070429474, "total_loss": 0.771057904465124}
{"data_time": 0.014320664573460817, "eta_seconds": 199599.35408797115, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3315496098104794, "fast_rcnn/fg_cls_accuracy": 0.6155195586050789, "iteration": 69339, "loss_box_reg": 0.24061432480812073, "loss_cls": 0.1973738670349121, "loss_mask": 0.25699072889983654, "loss_rpn_cls": 0.032992067746818066, "loss_rpn_loc": 0.07417029701173306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871751621209232, "mask_rcnn/false_negative": 0.10264384131656812, "mask_rcnn/false_positive": 0.12257389485873893, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.008127650944516, "total_loss": 0.8237287821248174}
{"data_time": 0.02423819829709828, "eta_seconds": 199849.10846963525, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3533902286251175, "fast_rcnn/fg_cls_accuracy": 0.6391201899227553, "iteration": 69359, "loss_box_reg": 0.2396521084010601, "loss_cls": 0.19973845407366753, "loss_mask": 0.2557369712740183, "loss_rpn_cls": 0.04106872086413205, "loss_rpn_loc": 0.09404390049166977, "lr": 0.0001, "mask_rcnn/accuracy": 0.899938135245594, "mask_rcnn/false_negative": 0.09790068625842244, "mask_rcnn/false_positive": 0.10991192824055757, "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": 1.025339248823002, "total_loss": 0.8254930664552376}
{"data_time": 0.016042954521253705, "eta_seconds": 199722.47057354078, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3445639701663798, "fast_rcnn/fg_cls_accuracy": 0.6505183035808154, "iteration": 69379, "loss_box_reg": 0.19877796806395054, "loss_cls": 0.1721401559188962, "loss_mask": 0.24472590163350105, "loss_rpn_cls": 0.030656599323265254, "loss_rpn_loc": 0.054568825755268335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922507805629578, "mask_rcnn/false_negative": 0.0981076336606285, "mask_rcnn/false_positive": 0.1287595369733508, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9906410444527864, "total_loss": 0.7251839445671067}
{"data_time": 0.02172490139491856, "eta_seconds": 199769.3519040011, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.37528270662866603, "fast_rcnn/fg_cls_accuracy": 0.6080560137703507, "iteration": 69399, "loss_box_reg": 0.20546885393559933, "loss_cls": 0.18676989804953337, "loss_mask": 0.2430801298469305, "loss_rpn_cls": 0.036354360345285386, "loss_rpn_loc": 0.08071341831237078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903161394433822, "mask_rcnn/false_negative": 0.09115106924729446, "mask_rcnn/false_positive": 0.13024737303242967, "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": 0.9905210093129426, "total_loss": 0.7729634300339967}
{"data_time": 0.018936622655019164, "eta_seconds": 199749.4347203616, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2793516793847263, "fast_rcnn/fg_cls_accuracy": 0.6571804207119741, "iteration": 69419, "loss_box_reg": 0.22391103580594063, "loss_cls": 0.19953261129558086, "loss_mask": 0.2516267001628876, "loss_rpn_cls": 0.04767001373693347, "loss_rpn_loc": 0.10897976160049438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885130918223971, "mask_rcnn/false_negative": 0.10241092987441261, "mask_rcnn/false_positive": 0.12527403936615555, "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": 1.0123232300393283, "total_loss": 0.8419135917210951}
{"data_time": 0.01768608996644616, "eta_seconds": 199662.73900024593, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29727201330499864, "fast_rcnn/fg_cls_accuracy": 0.6799672394965228, "iteration": 69439, "loss_box_reg": 0.2287978231906891, "loss_cls": 0.18603093642741442, "loss_mask": 0.24992944858968258, "loss_rpn_cls": 0.04167511744890362, "loss_rpn_loc": 0.06531406845897436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927968665820287, "mask_rcnn/false_negative": 0.09307976535387215, "mask_rcnn/false_positive": 0.12409729805465516, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9672800023108721, "total_loss": 0.773440629709512}
{"data_time": 0.014987160451710224, "eta_seconds": 199642.8284758143, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.321891349118027, "fast_rcnn/fg_cls_accuracy": 0.6438866396761134, "iteration": 69459, "loss_box_reg": 0.246747937053442, "loss_cls": 0.21088200993835926, "loss_mask": 0.2538585662841797, "loss_rpn_cls": 0.0385873862542212, "loss_rpn_loc": 0.09236421040259302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960718638655694, "mask_rcnn/false_negative": 0.09449501220916998, "mask_rcnn/false_positive": 0.114844094016299, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9989629604388028, "total_loss": 0.8466522803064436}
{"data_time": 0.01668319129385054, "eta_seconds": 199729.58149088547, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.33454987834549876, "fast_rcnn/fg_cls_accuracy": 0.6302105562668943, "iteration": 69479, "loss_box_reg": 0.24433692172169685, "loss_cls": 0.18621168937534094, "loss_mask": 0.2597299702465534, "loss_rpn_cls": 0.041408723685890436, "loss_rpn_loc": 0.08589439606294036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927932532838756, "mask_rcnn/false_negative": 0.08933692806227914, "mask_rcnn/false_positive": 0.11105306534250017, "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": 1.0080625598784536, "total_loss": 0.821541684679687}
{"data_time": 0.01600222894921899, "eta_seconds": 199811.38836022, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3099347965302439, "fast_rcnn/fg_cls_accuracy": 0.6607245661649807, "iteration": 69499, "loss_box_reg": 0.2215253347530961, "loss_cls": 0.18474672734737396, "loss_mask": 0.24053827486932278, "loss_rpn_cls": 0.031490787223447114, "loss_rpn_loc": 0.0785715845413506, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041406171285109, "mask_rcnn/false_negative": 0.08665403763519924, "mask_rcnn/false_positive": 0.10419166309185679, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0182522495742887, "total_loss": 0.7364461568649858}
{"data_time": 0.016918695997446775, "eta_seconds": 199648.03494613618, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33625896879692974, "fast_rcnn/fg_cls_accuracy": 0.653387285166027, "iteration": 69519, "loss_box_reg": 0.24206183478236198, "loss_cls": 0.20759547222405672, "loss_mask": 0.2529537081718445, "loss_rpn_cls": 0.03546985471621156, "loss_rpn_loc": 0.07193692098371685, "lr": 0.0001, "mask_rcnn/accuracy": 0.899737996166448, "mask_rcnn/false_negative": 0.0862969912793732, "mask_rcnn/false_positive": 0.12724511337936786, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9995547095313668, "total_loss": 0.8087231054669246}
{"data_time": 0.016096779610961676, "eta_seconds": 199514.3768201396, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.327663734115347, "fast_rcnn/fg_cls_accuracy": 0.6402966368978453, "iteration": 69539, "loss_box_reg": 0.23379731178283691, "loss_cls": 0.18829759676009417, "loss_mask": 0.25209907814860344, "loss_rpn_cls": 0.03602204821072519, "loss_rpn_loc": 0.08122241124510765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924075678658561, "mask_rcnn/false_negative": 0.09969982820989033, "mask_rcnn/false_positive": 0.12452552658849053, "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": 1.0264513606671244, "total_loss": 0.7939936139737256}
{"data_time": 0.020344987511634827, "eta_seconds": 199484.4334551785, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.37694965910152234, "fast_rcnn/fg_cls_accuracy": 0.5866511672963286, "iteration": 69559, "loss_box_reg": 0.217072244733572, "loss_cls": 0.1753450045362115, "loss_mask": 0.24986508674919605, "loss_rpn_cls": 0.04089147783815861, "loss_rpn_loc": 0.07071988808456808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942766622778144, "mask_rcnn/false_negative": 0.09536252060904607, "mask_rcnn/false_positive": 0.12136812764249559, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9824680255260319, "total_loss": 0.7502794028259814}
{"data_time": 0.0167401151265949, "eta_seconds": 199360.6226767227, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2912715839904182, "fast_rcnn/fg_cls_accuracy": 0.6869569768659061, "iteration": 69579, "loss_box_reg": 0.21485426742583513, "loss_cls": 0.1824876992031932, "loss_mask": 0.2462948001921177, "loss_rpn_cls": 0.03618808346800506, "loss_rpn_loc": 0.07843467919155955, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027126839107735, "mask_rcnn/false_negative": 0.09347733886973705, "mask_rcnn/false_positive": 0.09994675939895464, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9686313341371715, "total_loss": 0.7435515443794429}
{"data_time": 0.02156881196424365, "eta_seconds": 199378.54278394952, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3445139018473596, "fast_rcnn/fg_cls_accuracy": 0.6189916441139753, "iteration": 69599, "loss_box_reg": 0.23787182196974754, "loss_cls": 0.2013981370255351, "loss_mask": 0.25839020498096943, "loss_rpn_cls": 0.045793836703523993, "loss_rpn_loc": 0.10247121844440699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812021499163072, "mask_rcnn/false_negative": 0.10717206792342134, "mask_rcnn/false_positive": 0.11473521029666481, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9999628304503858, "total_loss": 0.8474701626691967}
{"data_time": 0.01988498424179852, "eta_seconds": 199232.86811130587, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.308936170212766, "fast_rcnn/fg_cls_accuracy": 0.671582909428792, "iteration": 69619, "loss_box_reg": 0.2091812053695321, "loss_cls": 0.17008114606142044, "loss_mask": 0.25061094388365746, "loss_rpn_cls": 0.03792684408836067, "loss_rpn_loc": 0.06994540267623961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929924001547616, "mask_rcnn/false_negative": 0.10115747981384683, "mask_rcnn/false_positive": 0.11260867174282803, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9882315325085074, "total_loss": 0.721742041176185}
{"data_time": 0.017663043458014727, "eta_seconds": 199212.982606953, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3111326927008792, "fast_rcnn/fg_cls_accuracy": 0.6801523205888367, "iteration": 69639, "loss_box_reg": 0.21920464374125004, "loss_cls": 0.1844727322459221, "loss_mask": 0.2385570053011179, "loss_rpn_cls": 0.03960803902009502, "loss_rpn_loc": 0.08914307365193963, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909567727405521, "mask_rcnn/false_negative": 0.09713068751942568, "mask_rcnn/false_positive": 0.1220481914068105, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9868273513857275, "total_loss": 0.772693645907566}
{"data_time": 0.019252453930675983, "eta_seconds": 198965.62233776785, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3010407101316192, "fast_rcnn/fg_cls_accuracy": 0.6437019093758906, "iteration": 69659, "loss_box_reg": 0.2209196351468563, "loss_cls": 0.18441447988152504, "loss_mask": 0.2484867163002491, "loss_rpn_cls": 0.040805800119414926, "loss_rpn_loc": 0.07056058524176478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987095417893306, "mask_rcnn/false_negative": 0.08270431912137452, "mask_rcnn/false_positive": 0.1181970989292834, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9918061101343483, "total_loss": 0.7533902276773006}
{"data_time": 0.015243999427184463, "eta_seconds": 199044.28783610463, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.30254209604133875, "fast_rcnn/fg_cls_accuracy": 0.6751403201377959, "iteration": 69679, "loss_box_reg": 0.23135200887918472, "loss_cls": 0.19572268798947334, "loss_mask": 0.24605575390160084, "loss_rpn_cls": 0.03385401878040284, "loss_rpn_loc": 0.06801561417523772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978054137231313, "mask_rcnn/false_negative": 0.08510648563314871, "mask_rcnn/false_positive": 0.11852987134219098, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9948729670140892, "total_loss": 0.7900128540350124}
{"data_time": 0.01939719170331955, "eta_seconds": 198996.4440166019, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3372222222222222, "fast_rcnn/fg_cls_accuracy": 0.6343340778697499, "iteration": 69699, "loss_box_reg": 0.22294687759131193, "loss_cls": 0.1966098342090845, "loss_mask": 0.25111003406345844, "loss_rpn_cls": 0.041402146220207214, "loss_rpn_loc": 0.09278814774006605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853020153639687, "mask_rcnn/false_negative": 0.10094525685997498, "mask_rcnn/false_positive": 0.13652337427215525, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.994752291822806, "total_loss": 0.8060941171133891}
{"data_time": 0.018699009902775288, "eta_seconds": 198894.94642205536, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33318437180796734, "fast_rcnn/fg_cls_accuracy": 0.6371718559218559, "iteration": 69719, "loss_box_reg": 0.21665270626544952, "loss_cls": 0.18259237706661224, "loss_mask": 0.2429271712899208, "loss_rpn_cls": 0.038834211649373174, "loss_rpn_loc": 0.08148878160864115, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968651282387059, "mask_rcnn/false_negative": 0.09040897358353872, "mask_rcnn/false_positive": 0.10494344045087003, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9634437991771847, "total_loss": 0.7818247016984969}
{"data_time": 0.018175962381064892, "eta_seconds": 198956.7043373175, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2697981959944963, "fast_rcnn/fg_cls_accuracy": 0.7063615523170133, "iteration": 69739, "loss_box_reg": 0.22860867530107498, "loss_cls": 0.1827473882585764, "loss_mask": 0.24605657905340195, "loss_rpn_cls": 0.04063390614464879, "loss_rpn_loc": 0.08745187951717526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935928442777686, "mask_rcnn/false_negative": 0.08585869929465897, "mask_rcnn/false_positive": 0.11880193267472008, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9794213299173862, "total_loss": 0.7851715435972437}
{"data_time": 0.015007257694378495, "eta_seconds": 199007.95310746878, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3771324516005367, "fast_rcnn/fg_cls_accuracy": 0.6081560283687943, "iteration": 69759, "loss_box_reg": 0.23799285292625427, "loss_cls": 0.20219760620966554, "loss_mask": 0.24684585817158222, "loss_rpn_cls": 0.03258541889954358, "loss_rpn_loc": 0.06502165098208934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851544327892718, "mask_rcnn/false_negative": 0.08937976226016911, "mask_rcnn/false_positive": 0.1312966357948473, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9915599662344903, "total_loss": 0.7907654893351719}
{"data_time": 0.020910413935780525, "eta_seconds": 199261.97921010666, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3280936707903, "fast_rcnn/fg_cls_accuracy": 0.6321595913058468, "iteration": 69779, "loss_box_reg": 0.24530761875212193, "loss_cls": 0.20127370953559875, "loss_mask": 0.25735244527459145, "loss_rpn_cls": 0.038051491836085916, "loss_rpn_loc": 0.08178038382902741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965871586605354, "mask_rcnn/false_negative": 0.09012048318680867, "mask_rcnn/false_positive": 0.1310555466601418, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0045283194631338, "total_loss": 0.832220240146853}
{"data_time": 0.017137322342023253, "eta_seconds": 199245.57761787437, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.28514963297571994, "fast_rcnn/fg_cls_accuracy": 0.6858607759343054, "iteration": 69799, "loss_box_reg": 0.22901577688753605, "loss_cls": 0.18403806164860725, "loss_mask": 0.25470926240086555, "loss_rpn_cls": 0.03825210314244032, "loss_rpn_loc": 0.08235353167401627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917554914095522, "mask_rcnn/false_negative": 0.10821343207001177, "mask_rcnn/false_positive": 0.11120527581057948, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.000950681278482, "total_loss": 0.7850605105049908}
{"data_time": 0.013677411014214158, "eta_seconds": 199225.6729647657, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.35491899277766936, "fast_rcnn/fg_cls_accuracy": 0.6183438948264447, "iteration": 69819, "loss_box_reg": 0.2290409579873085, "loss_cls": 0.1919373832643032, "loss_mask": 0.2532450072467327, "loss_rpn_cls": 0.034733349340967834, "loss_rpn_loc": 0.06980399833992124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911778545565419, "mask_rcnn/false_negative": 0.10507695578132514, "mask_rcnn/false_positive": 0.1108017269068167, "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": 1.0279535066802055, "total_loss": 0.8199353667441756}
{"data_time": 0.023419166915118694, "eta_seconds": 199185.70863168687, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2846805287021019, "fast_rcnn/fg_cls_accuracy": 0.671014099476499, "iteration": 69839, "loss_box_reg": 0.2502690479159355, "loss_cls": 0.1915781069546938, "loss_mask": 0.25134217366576195, "loss_rpn_cls": 0.038923311163671315, "loss_rpn_loc": 0.08251875918358564, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013093555312768, "mask_rcnn/false_negative": 0.08549518106790732, "mask_rcnn/false_positive": 0.1105086290535559, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9945279657840729, "total_loss": 0.8086995389312506}
{"data_time": 0.026209037750959396, "eta_seconds": 199185.86365854833, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.36135717867290656, "fast_rcnn/fg_cls_accuracy": 0.576688723462917, "iteration": 69859, "loss_box_reg": 0.23138456232845783, "loss_cls": 0.19757435750216246, "loss_mask": 0.2503712046891451, "loss_rpn_cls": 0.037557804491370916, "loss_rpn_loc": 0.06972512672655284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931371389374452, "mask_rcnn/false_negative": 0.08793962214701724, "mask_rcnn/false_positive": 0.12861518453806298, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9888483949471265, "total_loss": 0.7974568931385875}
{"data_time": 0.015130887972190976, "eta_seconds": 199145.90333419852, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2861496624156039, "fast_rcnn/fg_cls_accuracy": 0.7008913412563668, "iteration": 69879, "loss_box_reg": 0.23062199261039495, "loss_cls": 0.18870540615171194, "loss_mask": 0.2494057472795248, "loss_rpn_cls": 0.03532786434516311, "loss_rpn_loc": 0.06551509350538254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943328169114633, "mask_rcnn/false_negative": 0.08565978012199456, "mask_rcnn/false_positive": 0.11340838311301678, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.985061191720888, "total_loss": 0.7632214882760309}
{"data_time": 0.014915006933733821, "eta_seconds": 199302.07101779524, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3498755241090147, "fast_rcnn/fg_cls_accuracy": 0.6431800314465408, "iteration": 69899, "loss_box_reg": 0.22334090434014797, "loss_cls": 0.19880468677729368, "loss_mask": 0.25058533623814583, "loss_rpn_cls": 0.03359354520216584, "loss_rpn_loc": 0.06866860180161893, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047642520549887, "mask_rcnn/false_negative": 0.08290653457862435, "mask_rcnn/false_positive": 0.11099618028018052, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9977260194718838, "total_loss": 0.7744615602423437}
{"data_time": 0.016957278596237302, "eta_seconds": 199210.64787667245, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3264984227129337, "fast_rcnn/fg_cls_accuracy": 0.6511021486683819, "iteration": 69919, "loss_box_reg": 0.2263933215290308, "loss_cls": 0.1897480357438326, "loss_mask": 0.2361118271946907, "loss_rpn_cls": 0.03539998520864174, "loss_rpn_loc": 0.0754033155972138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945398347698628, "mask_rcnn/false_negative": 0.09588137899643588, "mask_rcnn/false_positive": 0.12459769491656109, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9947609347291291, "total_loss": 0.7652247494552284}
{"data_time": 0.018599401460960507, "eta_seconds": 198887.8422828857, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2965376462275261, "fast_rcnn/fg_cls_accuracy": 0.6866986115904324, "iteration": 69939, "loss_box_reg": 0.22093366831541061, "loss_cls": 0.17986614629626274, "loss_mask": 0.24666164629161358, "loss_rpn_cls": 0.035215169889852405, "loss_rpn_loc": 0.07769423187710345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969633954008953, "mask_rcnn/false_negative": 0.08750914774508389, "mask_rcnn/false_positive": 0.11390366775766597, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9652726312633604, "total_loss": 0.7653768062591553}
{"data_time": 0.014964679488912225, "eta_seconds": 198782.32860387303, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3021739130434783, "fast_rcnn/fg_cls_accuracy": 0.6751144164759726, "iteration": 69959, "loss_box_reg": 0.2360748089849949, "loss_cls": 0.18974796868860722, "loss_mask": 0.23662301525473595, "loss_rpn_cls": 0.0400697672739625, "loss_rpn_loc": 0.08584046218311414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953718017910886, "mask_rcnn/false_negative": 0.0851707519252194, "mask_rcnn/false_positive": 0.12113847564327532, "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": 0.9866987254936248, "total_loss": 0.8034364875638857}
{"data_time": 0.014669816941022873, "eta_seconds": 198318.60779705457, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2981479993572232, "fast_rcnn/fg_cls_accuracy": 0.6959464888317533, "iteration": 69979, "loss_box_reg": 0.22362899407744408, "loss_cls": 0.1694183312356472, "loss_mask": 0.24959449283778667, "loss_rpn_cls": 0.029310109704965726, "loss_rpn_loc": 0.06306556076742709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941523285377107, "mask_rcnn/false_negative": 0.08824274817482722, "mask_rcnn/false_positive": 0.10954635005610323, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9843261265195906, "total_loss": 0.7379196920373943}
{"bbox/AP": 39.840543233228274, "bbox/AP-airplane": 62.60722051396756, "bbox/AP-apple": 18.139939202478146, "bbox/AP-backpack": 13.342889579805528, "bbox/AP-banana": 22.693180303397206, "bbox/AP-baseball bat": 30.720505797705748, "bbox/AP-baseball glove": 38.90504862898138, "bbox/AP-bear": 70.38790484407332, "bbox/AP-bed": 39.95509639157721, "bbox/AP-bench": 24.850176207472444, "bbox/AP-bicycle": 29.975496189186547, "bbox/AP-bird": 34.75885378554877, "bbox/AP-boat": 26.4140692407258, "bbox/AP-book": 14.538623428694466, "bbox/AP-bottle": 37.74519403239795, "bbox/AP-bowl": 40.719302207610916, "bbox/AP-broccoli": 23.49174650158622, "bbox/AP-bus": 63.3519606975537, "bbox/AP-cake": 37.82163942320306, "bbox/AP-car": 42.761942603060334, "bbox/AP-carrot": 20.808073201461983, "bbox/AP-cat": 64.7463356555907, "bbox/AP-cell phone": 34.16183012811608, "bbox/AP-chair": 25.574469889480223, "bbox/AP-clock": 50.7991766863808, "bbox/AP-couch": 38.518530450084384, "bbox/AP-cow": 59.37845459052124, "bbox/AP-cup": 39.530126842722474, "bbox/AP-dining table": 26.477235130603283, "bbox/AP-dog": 59.95494884279714, "bbox/AP-donut": 45.791730006816664, "bbox/AP-elephant": 61.82257008214438, "bbox/AP-fire hydrant": 68.03163815655763, "bbox/AP-fork": 31.072703409362163, "bbox/AP-frisbee": 65.5664535378978, "bbox/AP-giraffe": 64.85494026661574, "bbox/AP-hair drier": 4.872343595508662, "bbox/AP-handbag": 13.525633539082946, "bbox/AP-horse": 58.337900358705596, "bbox/AP-hot dog": 30.839374091252473, "bbox/AP-keyboard": 47.26948550835009, "bbox/AP-kite": 42.99726371072506, "bbox/AP-knife": 16.396644389868168, "bbox/AP-laptop": 55.70390163527532, "bbox/AP-microwave": 48.321683234776714, "bbox/AP-motorcycle": 42.66309142926155, "bbox/AP-mouse": 60.28390835557161, "bbox/AP-orange": 28.722311068818385, "bbox/AP-oven": 31.240891253839237, "bbox/AP-parking meter": 44.263867001650794, "bbox/AP-person": 53.94729306350589, "bbox/AP-pizza": 48.64235777575872, "bbox/AP-potted plant": 25.719592787272894, "bbox/AP-refrigerator": 48.330737576040214, "bbox/AP-remote": 30.1226338514612, "bbox/AP-sandwich": 28.69837451293913, "bbox/AP-scissors": 22.91287907896194, "bbox/AP-sheep": 52.07707131739946, "bbox/AP-sink": 35.92515928864331, "bbox/AP-skateboard": 48.43813691494268, "bbox/AP-skis": 22.240530527848684, "bbox/AP-snowboard": 33.463262911741595, "bbox/AP-spoon": 12.692806377354223, "bbox/AP-sports ball": 47.504026867168214, "bbox/AP-stop sign": 62.549747212701156, "bbox/AP-suitcase": 38.2331934356411, "bbox/AP-surfboard": 38.630610688711336, "bbox/AP-teddy bear": 42.322266257113036, "bbox/AP-tennis racket": 45.79203595715245, "bbox/AP-tie": 28.30082036545519, "bbox/AP-toaster": 42.83468572421152, "bbox/AP-toilet": 57.38025565899676, "bbox/AP-toothbrush": 19.913018480423624, "bbox/AP-traffic light": 28.426910849545195, "bbox/AP-train": 58.65033785755841, "bbox/AP-truck": 33.13480165956818, "bbox/AP-tv": 52.894337090328136, "bbox/AP-umbrella": 37.359636285053696, "bbox/AP-vase": 36.81605980686663, "bbox/AP-wine glass": 33.78229719939824, "bbox/AP-zebra": 63.79927564963307, "bbox/AP50": 62.06555217389581, "bbox/AP75": 43.54082924709101, "bbox/APl": 49.768063955394666, "bbox/APm": 42.92512246707058, "bbox/APs": 25.774126044468915, "data_time": 0.01425447198562324, "eta_seconds": 198641.69685170054, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3104118180742377, "fast_rcnn/fg_cls_accuracy": 0.6369108403929409, "iteration": 69999, "loss_box_reg": 0.20899288542568684, "loss_cls": 0.17828723415732384, "loss_mask": 0.24337894283235073, "loss_rpn_cls": 0.03746091388165951, "loss_rpn_loc": 0.06817611260339618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841309068270164, "mask_rcnn/false_negative": 0.10181015198818219, "mask_rcnn/false_positive": 0.1252747153119883, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "segm/AP": 37.00757040836765, "segm/AP-airplane": 52.746613869938294, "segm/AP-apple": 17.907224944793402, "segm/AP-backpack": 13.591609146572981, "segm/AP-banana": 19.496897441941996, "segm/AP-baseball bat": 26.239505794054548, "segm/AP-baseball glove": 44.02683863805804, "segm/AP-bear": 71.5512028396201, "segm/AP-bed": 31.788399100573194, "segm/AP-bench": 19.098774255153685, "segm/AP-bicycle": 18.62263961771862, "segm/AP-bird": 30.160225373455724, "segm/AP-boat": 23.560561633392364, "segm/AP-book": 10.32564401172818, "segm/AP-bottle": 36.8166692479125, "segm/AP-bowl": 38.2742551724217, "segm/AP-broccoli": 22.82491188982411, "segm/AP-bus": 64.39360862771706, "segm/AP-cake": 38.440504270268846, "segm/AP-car": 39.7587457346304, "segm/AP-carrot": 17.715882081905736, "segm/AP-cat": 66.37644127948847, "segm/AP-cell phone": 32.80601543815151, "segm/AP-chair": 18.484581285718864, "segm/AP-clock": 51.383474980118336, "segm/AP-couch": 34.6836355005901, "segm/AP-cow": 52.00797010888741, "segm/AP-cup": 40.46498177691757, "segm/AP-dining table": 15.1141478136123, "segm/AP-dog": 61.09887725197425, "segm/AP-donut": 47.757933889475716, "segm/AP-elephant": 56.71641818330002, "segm/AP-fire hydrant": 65.18134225409217, "segm/AP-fork": 16.48003581744933, "segm/AP-frisbee": 64.49960624068719, "segm/AP-giraffe": 50.10972146371311, "segm/AP-hair drier": 1.5465048556839267, "segm/AP-handbag": 14.076069459091912, "segm/AP-horse": 41.84985347001685, "segm/AP-hot dog": 23.76250223374011, "segm/AP-keyboard": 47.25884012262165, "segm/AP-kite": 31.274148038202142, "segm/AP-knife": 11.53167058800348, "segm/AP-laptop": 58.46024414687609, "segm/AP-microwave": 52.62419078989618, "segm/AP-motorcycle": 33.52417467400791, "segm/AP-mouse": 60.181851793224, "segm/AP-orange": 29.568118288563603, "segm/AP-oven": 29.193988755359772, "segm/AP-parking meter": 44.977108666866954, "segm/AP-person": 47.70243267956475, "segm/AP-pizza": 48.94218719579362, "segm/AP-potted plant": 22.564325142286847, "segm/AP-refrigerator": 49.730817327914615, "segm/AP-remote": 29.44443650283733, "segm/AP-sandwich": 31.471340771511425, "segm/AP-scissors": 18.779971430815927, "segm/AP-sheep": 46.199278015885106, "segm/AP-sink": 35.306527748128694, "segm/AP-skateboard": 28.864247992060783, "segm/AP-skis": 2.7541504031606925, "segm/AP-snowboard": 20.65198134813023, "segm/AP-spoon": 8.941208166624646, "segm/AP-sports ball": 48.470614136331704, "segm/AP-stop sign": 63.94459897100355, "segm/AP-suitcase": 41.361042622432755, "segm/AP-surfboard": 33.11730818989737, "segm/AP-teddy bear": 43.557648466127006, "segm/AP-tennis racket": 54.54138957624497, "segm/AP-tie": 29.133393429412465, "segm/AP-toaster": 47.787314821707746, "segm/AP-toilet": 57.67627482563336, "segm/AP-toothbrush": 12.506930338753689, "segm/AP-traffic light": 27.74341913811021, "segm/AP-train": 59.0439505223521, "segm/AP-truck": 33.68458972635311, "segm/AP-tv": 56.127262557141364, "segm/AP-umbrella": 45.779411221617586, "segm/AP-vase": 37.569482076403006, "segm/AP-wine glass": 30.52095716347939, "segm/AP-zebra": 56.35197730368302, "segm/AP50": 58.93504230011531, "segm/AP75": 39.41922054432327, "segm/APl": 52.15021741529636, "segm/APm": 39.75679696849388, "segm/APs": 20.36099479461199, "time": 1.0187914192210883, "total_loss": 0.725640136981383}
{"data_time": 0.021809869445860386, "eta_seconds": 198539.8280120222, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.344141222541761, "fast_rcnn/fg_cls_accuracy": 0.6326602403033487, "iteration": 70019, "loss_box_reg": 0.22696203738451004, "loss_cls": 0.19308016076683998, "loss_mask": 0.2632024046033621, "loss_rpn_cls": 0.03243226098129526, "loss_rpn_loc": 0.07249186164699495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839731396944743, "mask_rcnn/false_negative": 0.10322353866008785, "mask_rcnn/false_positive": 0.1308614133524669, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0060388629790395, "total_loss": 0.8016961851390079}
{"data_time": 0.015172539511695504, "eta_seconds": 198305.31588646583, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.320125865081127, "fast_rcnn/fg_cls_accuracy": 0.6365946858615481, "iteration": 70039, "loss_box_reg": 0.2371939066797495, "loss_cls": 0.1985092991963029, "loss_mask": 0.24845819361507893, "loss_rpn_cls": 0.043974329018965364, "loss_rpn_loc": 0.07904676650650799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884695910236604, "mask_rcnn/false_negative": 0.09359601969639766, "mask_rcnn/false_positive": 0.13970869940364022, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9839186335448176, "total_loss": 0.8229970105458051}
{"data_time": 0.014440629398450255, "eta_seconds": 198234.04693176504, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3063143752798925, "fast_rcnn/fg_cls_accuracy": 0.6758056758056759, "iteration": 70059, "loss_box_reg": 0.20242110546678305, "loss_cls": 0.17643667105585337, "loss_mask": 0.2459768932312727, "loss_rpn_cls": 0.039973204489797354, "loss_rpn_loc": 0.0772524862550199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872501044976107, "mask_rcnn/false_negative": 0.08997248200359935, "mask_rcnn/false_positive": 0.12558432972985792, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9702810270246118, "total_loss": 0.7410138480481692}
{"data_time": 0.023934480035677552, "eta_seconds": 198165.8046382852, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27055322263743886, "fast_rcnn/fg_cls_accuracy": 0.6923906100287449, "iteration": 70079, "loss_box_reg": 0.21973674558103085, "loss_cls": 0.1743020387366414, "loss_mask": 0.24430360831320286, "loss_rpn_cls": 0.036051502800546587, "loss_rpn_loc": 0.07088500272948295, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099196502602407, "mask_rcnn/false_negative": 0.07036170983152487, "mask_rcnn/false_positive": 0.098149595902157, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9986763007473201, "total_loss": 0.7658942063571885}
{"data_time": 0.024898027069866657, "eta_seconds": 198145.98012801725, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.29398226749669876, "fast_rcnn/fg_cls_accuracy": 0.6659575294826212, "iteration": 70099, "loss_box_reg": 0.22434882912784815, "loss_cls": 0.19174366164952517, "loss_mask": 0.2659319508820772, "loss_rpn_cls": 0.03373034007381648, "loss_rpn_loc": 0.07289696240331978, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037696032126923, "mask_rcnn/false_negative": 0.08253142206529937, "mask_rcnn/false_positive": 0.1232843083650547, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0081307874061167, "total_loss": 0.8080951753072441}
{"data_time": 0.018206343054771423, "eta_seconds": 198126.15561774932, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36698541485559744, "fast_rcnn/fg_cls_accuracy": 0.6050833448133353, "iteration": 70119, "loss_box_reg": 0.22870222851634026, "loss_cls": 0.193527908064425, "loss_mask": 0.2507732920348644, "loss_rpn_cls": 0.0419810680905357, "loss_rpn_loc": 0.1068666335195303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880731980292117, "mask_rcnn/false_negative": 0.10544629891463916, "mask_rcnn/false_positive": 0.12091317306557559, "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": 0.9696706144604832, "total_loss": 0.8324003617744893}
{"data_time": 0.023595898877829313, "eta_seconds": 198071.44338260405, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36853448275862066, "fast_rcnn/fg_cls_accuracy": 0.6084743107769424, "iteration": 70139, "loss_box_reg": 0.21566728129982948, "loss_cls": 0.18151435162872076, "loss_mask": 0.2496932540088892, "loss_rpn_cls": 0.039784073014743626, "loss_rpn_loc": 0.07220593118108809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906926846604686, "mask_rcnn/false_negative": 0.10074289275283893, "mask_rcnn/false_positive": 0.1161372349974573, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9927220907993615, "total_loss": 0.7567332887556404}
{"data_time": 0.02213127724826336, "eta_seconds": 198051.62236355245, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.308982683982684, "fast_rcnn/fg_cls_accuracy": 0.6505120680361741, "iteration": 70159, "loss_box_reg": 0.22674530930817127, "loss_cls": 0.18773252703249454, "loss_mask": 0.24494013376533985, "loss_rpn_cls": 0.030647088773548603, "loss_rpn_loc": 0.06386992486659437, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042954600671438, "mask_rcnn/false_negative": 0.09108404680191884, "mask_rcnn/false_positive": 0.10693144208425223, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.011403582058847, "total_loss": 0.7621697647264227}
{"data_time": 0.027595946099609137, "eta_seconds": 198031.80134450085, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3139344262295082, "fast_rcnn/fg_cls_accuracy": 0.6454219448584202, "iteration": 70179, "loss_box_reg": 0.22037522681057453, "loss_cls": 0.17613554559648037, "loss_mask": 0.2432894129306078, "loss_rpn_cls": 0.03168330737389624, "loss_rpn_loc": 0.07156173209659755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970684094165846, "mask_rcnn/false_negative": 0.09448598448874301, "mask_rcnn/false_positive": 0.1137126187762495, "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": 0.979508092161268, "total_loss": 0.7624882515519857}
{"data_time": 0.01845377986319363, "eta_seconds": 198056.3685942907, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.33119301555055747, "fast_rcnn/fg_cls_accuracy": 0.6256983240223464, "iteration": 70199, "loss_box_reg": 0.22128690034151077, "loss_cls": 0.18151683174073696, "loss_mask": 0.24749300256371498, "loss_rpn_cls": 0.03406930319033563, "loss_rpn_loc": 0.06221680948510766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881520081550722, "mask_rcnn/false_negative": 0.08762268943771537, "mask_rcnn/false_positive": 0.13603158742860677, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9857457978650928, "total_loss": 0.7544597045052797}
{"data_time": 0.016899901442229748, "eta_seconds": 197974.60220861714, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29719770124469863, "fast_rcnn/fg_cls_accuracy": 0.6608541588959344, "iteration": 70219, "loss_box_reg": 0.23481727950274944, "loss_cls": 0.1842923229560256, "loss_mask": 0.24548122473061085, "loss_rpn_cls": 0.04049122962169349, "loss_rpn_loc": 0.08940859232097864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999752161502899, "mask_rcnn/false_negative": 0.08550397419959527, "mask_rcnn/false_positive": 0.10739142180149298, "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": 0.9661102162208408, "total_loss": 0.7811503440607339}
{"data_time": 0.02030376042239368, "eta_seconds": 197922.61762149632, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2989626725475782, "fast_rcnn/fg_cls_accuracy": 0.6677140064236838, "iteration": 70239, "loss_box_reg": 0.2188801635056734, "loss_cls": 0.18830464780330658, "loss_mask": 0.2513643894344568, "loss_rpn_cls": 0.0417244037380442, "loss_rpn_loc": 0.07266537053510547, "lr": 0.0001, "mask_rcnn/accuracy": 0.88756350850747, "mask_rcnn/false_negative": 0.0930345262758158, "mask_rcnn/false_positive": 0.13092134429415941, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0100983674637973, "total_loss": 0.7655790864955634}
{"data_time": 0.015419878531247377, "eta_seconds": 197996.89220732544, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.30947406340057637, "fast_rcnn/fg_cls_accuracy": 0.6594284605218164, "iteration": 70259, "loss_box_reg": 0.20926166884601116, "loss_cls": 0.17306400556117296, "loss_mask": 0.24091491848230362, "loss_rpn_cls": 0.030240305000916123, "loss_rpn_loc": 0.06731478404253721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940051622167138, "mask_rcnn/false_negative": 0.09058152294059596, "mask_rcnn/false_positive": 0.1261409298927253, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.9865258554928005, "total_loss": 0.7295329966582358}
{"data_time": 0.014219611650332808, "eta_seconds": 198013.17248987965, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3054069823981328, "fast_rcnn/fg_cls_accuracy": 0.6341073509090416, "iteration": 70279, "loss_box_reg": 0.2295711450278759, "loss_cls": 0.19896831922233105, "loss_mask": 0.24869460612535477, "loss_rpn_cls": 0.03731681883800775, "loss_rpn_loc": 0.0813375124707818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983691690962099, "mask_rcnn/false_negative": 0.09659582834431948, "mask_rcnn/false_positive": 0.11971028657224245, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0085536199621856, "total_loss": 0.7748796624364331}
{"data_time": 0.021476441295817494, "eta_seconds": 197895.3251629835, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.34665621734587254, "fast_rcnn/fg_cls_accuracy": 0.6342950708599175, "iteration": 70299, "loss_box_reg": 0.2192465253174305, "loss_cls": 0.18918468430638313, "loss_mask": 0.2365741766989231, "loss_rpn_cls": 0.0320688298670575, "loss_rpn_loc": 0.0818731893086806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879986956285657, "mask_rcnn/false_negative": 0.10384974793575802, "mask_rcnn/false_positive": 0.1173952345573877, "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": 0.9856763428542763, "total_loss": 0.7498111448949203}
{"data_time": 0.021303432062268257, "eta_seconds": 197921.25240325928, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2869290573372206, "fast_rcnn/fg_cls_accuracy": 0.6786301579410303, "iteration": 70319, "loss_box_reg": 0.225412973202765, "loss_cls": 0.18033481761813164, "loss_mask": 0.24968025833368301, "loss_rpn_cls": 0.035204627085477114, "loss_rpn_loc": 0.0652182346675545, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051629029943831, "mask_rcnn/false_negative": 0.08018608466761795, "mask_rcnn/false_positive": 0.1090385819074399, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9838845604099333, "total_loss": 0.7552178564947098}
{"data_time": 0.021255427040159702, "eta_seconds": 197937.52345783636, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31887620719929766, "fast_rcnn/fg_cls_accuracy": 0.6668599834299918, "iteration": 70339, "loss_box_reg": 0.2357563367113471, "loss_cls": 0.19829674251377583, "loss_mask": 0.245771162211895, "loss_rpn_cls": 0.03740055370144546, "loss_rpn_loc": 0.06863325531594455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898715802473773, "mask_rcnn/false_negative": 0.09835863807508961, "mask_rcnn/false_positive": 0.12797157368324374, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0039257453754544, "total_loss": 0.8203167782630771}
{"data_time": 0.015255084494128823, "eta_seconds": 197835.86737875827, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2971610243163359, "fast_rcnn/fg_cls_accuracy": 0.6820434167059934, "iteration": 70359, "loss_box_reg": 0.22019449528306723, "loss_cls": 0.1804372863844037, "loss_mask": 0.24408666417002678, "loss_rpn_cls": 0.03492581914179027, "loss_rpn_loc": 0.06484839646145701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893932307086589, "mask_rcnn/false_negative": 0.08465033903945772, "mask_rcnn/false_positive": 0.11870382651535782, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9945632058661431, "total_loss": 0.767444490804337}
{"data_time": 0.014827057020738721, "eta_seconds": 197755.47904405743, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3715297756041427, "fast_rcnn/fg_cls_accuracy": 0.6063542865362486, "iteration": 70379, "loss_box_reg": 0.21965381456539035, "loss_cls": 0.1976942396722734, "loss_mask": 0.24311461858451366, "loss_rpn_cls": 0.03782348785898648, "loss_rpn_loc": 0.06373416259884834, "lr": 0.0001, "mask_rcnn/accuracy": 0.89007568630289, "mask_rcnn/false_negative": 0.09939965612787921, "mask_rcnn/false_positive": 0.12384462781142516, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9708119065035135, "total_loss": 0.7711443906300701}
{"data_time": 0.015000808518379927, "eta_seconds": 197735.66585108638, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.32761155627435123, "fast_rcnn/fg_cls_accuracy": 0.6425420863044917, "iteration": 70399, "loss_box_reg": 0.204024326056242, "loss_cls": 0.18829472735524178, "loss_mask": 0.24693451821804047, "loss_rpn_cls": 0.03309383359737694, "loss_rpn_loc": 0.0719611847307533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805327715771707, "mask_rcnn/false_negative": 0.09961881461672811, "mask_rcnn/false_positive": 0.11213477600649217, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9860149719752371, "total_loss": 0.7296581611735746}
{"data_time": 0.015805434668436646, "eta_seconds": 197547.54460995086, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31774319500223114, "fast_rcnn/fg_cls_accuracy": 0.646624803767661, "iteration": 70419, "loss_box_reg": 0.2178005101159215, "loss_cls": 0.1862634625285864, "loss_mask": 0.24566643685102463, "loss_rpn_cls": 0.0374287327285856, "loss_rpn_loc": 0.0716807134449482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853536464603089, "mask_rcnn/false_negative": 0.09346879123646787, "mask_rcnn/false_positive": 0.11853119718682056, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.976489142049104, "total_loss": 0.7559780026786029}
{"data_time": 0.017507682787254453, "eta_seconds": 197571.27513642423, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3174044265593562, "fast_rcnn/fg_cls_accuracy": 0.6483375136664737, "iteration": 70439, "loss_box_reg": 0.21905494667589664, "loss_cls": 0.18765494506806135, "loss_mask": 0.25711011700332165, "loss_rpn_cls": 0.037506356835365295, "loss_rpn_loc": 0.08134761126711965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878175651886195, "mask_rcnn/false_negative": 0.09518527255537262, "mask_rcnn/false_positive": 0.1279231910041478, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9839325663633645, "total_loss": 0.7824667287059128}
{"data_time": 0.01698436588048935, "eta_seconds": 197523.63801053725, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.30202846501729186, "fast_rcnn/fg_cls_accuracy": 0.6767241379310345, "iteration": 70459, "loss_box_reg": 0.24093585647642612, "loss_cls": 0.1907390970736742, "loss_mask": 0.251140296459198, "loss_rpn_cls": 0.038476875284686685, "loss_rpn_loc": 0.0852692840853706, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008175921421784, "mask_rcnn/false_negative": 0.08958361415659799, "mask_rcnn/false_positive": 0.11244784688184843, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9966834515798837, "total_loss": 0.8524508408736438}
{"data_time": 0.015718963462859392, "eta_seconds": 197503.84011156857, "fast_rcnn/cls_accuracy": 0.915283203125, "fast_rcnn/false_negative": 0.34056383235990295, "fast_rcnn/fg_cls_accuracy": 0.6391773353168351, "iteration": 70479, "loss_box_reg": 0.23048878274857998, "loss_cls": 0.18290177546441555, "loss_mask": 0.24541202746331692, "loss_rpn_cls": 0.03795393370091915, "loss_rpn_loc": 0.07919281185604632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831802278962615, "mask_rcnn/false_negative": 0.09864529425919992, "mask_rcnn/false_positive": 0.13543348676562567, "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": 0.9948142380453646, "total_loss": 0.7858877243706957}
{"data_time": 0.018089076969772577, "eta_seconds": 197511.8730693357, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3217100371747212, "fast_rcnn/fg_cls_accuracy": 0.6436722535713537, "iteration": 70499, "loss_box_reg": 0.2193471435457468, "loss_cls": 0.18175199907273054, "loss_mask": 0.2374654933810234, "loss_rpn_cls": 0.034757099812850356, "loss_rpn_loc": 0.05913541675545275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881096136536102, "mask_rcnn/false_negative": 0.08450092007566537, "mask_rcnn/false_positive": 0.12911446843790378, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9959270011167973, "total_loss": 0.7731485523981974}
{"data_time": 0.02072833920828998, "eta_seconds": 197492.0723803062, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.278536006745459, "fast_rcnn/fg_cls_accuracy": 0.6472732317626879, "iteration": 70519, "loss_box_reg": 0.21995426714420319, "loss_cls": 0.1884806528687477, "loss_mask": 0.23911555297672749, "loss_rpn_cls": 0.04200270993169397, "loss_rpn_loc": 0.06958259572274983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990001284884755, "mask_rcnn/false_negative": 0.08227777550520773, "mask_rcnn/false_positive": 0.11987081996483628, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0054123396985233, "total_loss": 0.7598022230667993}
{"data_time": 0.01579508394934237, "eta_seconds": 197444.44641466253, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2939119703825586, "fast_rcnn/fg_cls_accuracy": 0.689342010838633, "iteration": 70539, "loss_box_reg": 0.22217015456408262, "loss_cls": 0.18870743177831173, "loss_mask": 0.25080273300409317, "loss_rpn_cls": 0.034766693133860826, "loss_rpn_loc": 0.07384754135273397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896708150211043, "mask_rcnn/false_negative": 0.09864096973259817, "mask_rcnn/false_positive": 0.12635411465292695, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.005920825060457, "total_loss": 0.7823563248384744}
{"data_time": 0.019947233609855175, "eta_seconds": 197482.13833445683, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3059048968615642, "fast_rcnn/fg_cls_accuracy": 0.6681374974067632, "iteration": 70559, "loss_box_reg": 0.22802296839654446, "loss_cls": 0.18424504809081554, "loss_mask": 0.24383338913321495, "loss_rpn_cls": 0.03321522392798215, "loss_rpn_loc": 0.0866091838106513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972785542788544, "mask_rcnn/false_negative": 0.08731103080337474, "mask_rcnn/false_positive": 0.11619563267114502, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0133735476993024, "total_loss": 0.8053711233660579}
{"data_time": 0.012414948083460331, "eta_seconds": 197474.3158873357, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3707097500200949, "fast_rcnn/fg_cls_accuracy": 0.5898156150965139, "iteration": 70579, "loss_box_reg": 0.21677508763968945, "loss_cls": 0.1834531519562006, "loss_mask": 0.2386438250541687, "loss_rpn_cls": 0.03988299751654267, "loss_rpn_loc": 0.0667043155990541, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017655105185372, "mask_rcnn/false_negative": 0.09703569594936316, "mask_rcnn/false_positive": 0.10371373521718574, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9641960409935564, "total_loss": 0.7582916767860297}
{"data_time": 0.01854269253090024, "eta_seconds": 197565.92888329178, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2973354231974922, "fast_rcnn/fg_cls_accuracy": 0.6700999727622141, "iteration": 70599, "loss_box_reg": 0.2159933615475893, "loss_cls": 0.17404808197170496, "loss_mask": 0.24114828556776047, "loss_rpn_cls": 0.03661600349005312, "loss_rpn_loc": 0.0767477264162153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932224859560418, "mask_rcnn/false_negative": 0.08867853766936469, "mask_rcnn/false_positive": 0.11654607041115846, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0177397613879293, "total_loss": 0.7398491236381233}
{"data_time": 0.02353539946489036, "eta_seconds": 197457.0272766659, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2676739926739927, "fast_rcnn/fg_cls_accuracy": 0.7080677996105504, "iteration": 70619, "loss_box_reg": 0.21278906613588333, "loss_cls": 0.16811352968215942, "loss_mask": 0.24311072938144207, "loss_rpn_cls": 0.034286780981346965, "loss_rpn_loc": 0.0712561181280762, "lr": 0.0001, "mask_rcnn/accuracy": 0.908045316174797, "mask_rcnn/false_negative": 0.08191366827298256, "mask_rcnn/false_positive": 0.1128626399639366, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9740461320616305, "total_loss": 0.7357162394328043}
{"data_time": 0.015671229921281338, "eta_seconds": 197476.39477983117, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.34062499999999996, "fast_rcnn/fg_cls_accuracy": 0.6248574930171579, "iteration": 70639, "loss_box_reg": 0.21346936374902725, "loss_cls": 0.17274970654398203, "loss_mask": 0.2545863538980484, "loss_rpn_cls": 0.04219088132958859, "loss_rpn_loc": 0.08539353183005005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897945956280464, "mask_rcnn/false_negative": 0.09041883640260312, "mask_rcnn/false_positive": 0.13177623963345525, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9849083579611033, "total_loss": 0.7880295683862641}
{"data_time": 0.015442740637809038, "eta_seconds": 197417.07453467418, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3114821455251755, "fast_rcnn/fg_cls_accuracy": 0.6419176185531326, "iteration": 70659, "loss_box_reg": 0.2072767624631524, "loss_cls": 0.17176929861307144, "loss_mask": 0.24769183155149221, "loss_rpn_cls": 0.039499050471931696, "loss_rpn_loc": 0.07020618999376893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847686775833308, "mask_rcnn/false_negative": 0.09930831125654904, "mask_rcnn/false_positive": 0.1311586381350081, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9858016462530941, "total_loss": 0.74295500270091}
{"data_time": 0.015585879562422633, "eta_seconds": 197373.23922012, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29052835688173106, "fast_rcnn/fg_cls_accuracy": 0.6931353161951652, "iteration": 70679, "loss_box_reg": 0.2181719709187746, "loss_cls": 0.18634850904345512, "loss_mask": 0.25595842860639095, "loss_rpn_cls": 0.033264096709899604, "loss_rpn_loc": 0.07579061319120228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881078976083159, "mask_rcnn/false_negative": 0.07926687805636104, "mask_rcnn/false_positive": 0.12890656544906376, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9723470495082438, "total_loss": 0.7929622523370199}
{"data_time": 0.021389119094237685, "eta_seconds": 197352.7989764465, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2942071468453378, "fast_rcnn/fg_cls_accuracy": 0.66578073089701, "iteration": 70699, "loss_box_reg": 0.22444747760891914, "loss_cls": 0.19049476366490126, "loss_mask": 0.24568409100174904, "loss_rpn_cls": 0.03823690954595804, "loss_rpn_loc": 0.07379683060571551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884383427353874, "mask_rcnn/false_negative": 0.10371147388737764, "mask_rcnn/false_positive": 0.12471384730210996, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9861903451383114, "total_loss": 0.8049373751273379}
{"data_time": 0.015378207433968782, "eta_seconds": 197332.99438046291, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32088668847528934, "fast_rcnn/fg_cls_accuracy": 0.6181976560025341, "iteration": 70719, "loss_box_reg": 0.2019780520349741, "loss_cls": 0.17751258052885532, "loss_mask": 0.23644671216607094, "loss_rpn_cls": 0.039305710000917315, "loss_rpn_loc": 0.07277376903221011, "lr": 0.0001, "mask_rcnn/accuracy": 0.889530580340526, "mask_rcnn/false_negative": 0.09832205486323542, "mask_rcnn/false_positive": 0.12267247648561201, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 0.9729529570322484, "total_loss": 0.7451619316125289}
{"data_time": 0.01417761784978211, "eta_seconds": 197313.18978447933, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.36283272079296136, "fast_rcnn/fg_cls_accuracy": 0.59736607640049, "iteration": 70739, "loss_box_reg": 0.24450309202075005, "loss_cls": 0.18710096646100283, "loss_mask": 0.26151116378605366, "loss_rpn_cls": 0.04210689035244286, "loss_rpn_loc": 0.08629819843918085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970626820287979, "mask_rcnn/false_negative": 0.0828203695817881, "mask_rcnn/false_positive": 0.1347379464614596, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9864169450011104, "total_loss": 0.793154128594324}
{"data_time": 0.017329599242657423, "eta_seconds": 197357.52857109532, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3307442984265425, "fast_rcnn/fg_cls_accuracy": 0.6505377724157404, "iteration": 70759, "loss_box_reg": 0.22073103673756123, "loss_cls": 0.1811650237068534, "loss_mask": 0.2559301257133484, "loss_rpn_cls": 0.03828823077492416, "loss_rpn_loc": 0.08449790684971958, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936796943443106, "mask_rcnn/false_negative": 0.08911272763865014, "mask_rcnn/false_positive": 0.12372371172506619, "roi_head/num_bg_samples": 462.625, "roi_head/num_fg_samples": 49.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0101302764378488, "total_loss": 0.7779562850482762}
{"data_time": 0.015555365942418575, "eta_seconds": 197298.2321099518, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.32411122891307553, "fast_rcnn/fg_cls_accuracy": 0.654298040295562, "iteration": 70779, "loss_box_reg": 0.22638764884322882, "loss_cls": 0.18889444414526224, "loss_mask": 0.24040019698441029, "loss_rpn_cls": 0.03621471021324396, "loss_rpn_loc": 0.07106094947084785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980606906124697, "mask_rcnn/false_negative": 0.07902639565278294, "mask_rcnn/false_positive": 0.12273075202354522, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.013829920673743, "total_loss": 0.7423854640219361}
{"data_time": 0.01481866929680109, "eta_seconds": 197253.77599652857, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3563362899226058, "fast_rcnn/fg_cls_accuracy": 0.6267200313729109, "iteration": 70799, "loss_box_reg": 0.23071858007460833, "loss_cls": 0.1990756676532328, "loss_mask": 0.2459832075983286, "loss_rpn_cls": 0.03453321731649339, "loss_rpn_loc": 0.08110850816592574, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929410980810235, "mask_rcnn/false_negative": 0.09641204252058436, "mask_rcnn/false_positive": 0.12766910811858673, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9529654628131539, "total_loss": 0.7824505798052996}
{"data_time": 0.015168701997026801, "eta_seconds": 197145.23420305457, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.32421493157380255, "fast_rcnn/fg_cls_accuracy": 0.6200333636639369, "iteration": 70819, "loss_box_reg": 0.19528595265001059, "loss_cls": 0.17820280324667692, "loss_mask": 0.23112782463431358, "loss_rpn_cls": 0.03710828232578933, "loss_rpn_loc": 0.07872873544692993, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011819799138759, "mask_rcnn/false_negative": 0.08667051268809253, "mask_rcnn/false_positive": 0.11551580792545812, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0182945746928453, "total_loss": 0.7236910907668062}
{"data_time": 0.019571161596104503, "eta_seconds": 197073.61970481463, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28642230044099204, "fast_rcnn/fg_cls_accuracy": 0.6948728354978355, "iteration": 70839, "loss_box_reg": 0.2321617752313614, "loss_cls": 0.1884732898324728, "loss_mask": 0.2540201283991337, "loss_rpn_cls": 0.04192136297933757, "loss_rpn_loc": 0.07171245873905718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997917436738172, "mask_rcnn/false_negative": 0.08111212436776905, "mask_rcnn/false_positive": 0.1118452609078221, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.963121831882745, "total_loss": 0.8007908565923572}
{"data_time": 0.01941684866324067, "eta_seconds": 197033.08553896844, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3284469231818802, "fast_rcnn/fg_cls_accuracy": 0.6212761407860412, "iteration": 70859, "loss_box_reg": 0.22459007240831852, "loss_cls": 0.18815314210951328, "loss_mask": 0.248936265707016, "loss_rpn_cls": 0.035536244977265596, "loss_rpn_loc": 0.08305925084277987, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856809350928911, "mask_rcnn/false_negative": 0.10085479622411803, "mask_rcnn/false_positive": 0.12501079996203457, "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": 0.9699553854297847, "total_loss": 0.7858163649216294}
{"data_time": 0.017603649059310555, "eta_seconds": 197073.3672106266, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30380229319974483, "fast_rcnn/fg_cls_accuracy": 0.6480577136514983, "iteration": 70879, "loss_box_reg": 0.21977446042001247, "loss_cls": 0.1711762947961688, "loss_mask": 0.2451609093695879, "loss_rpn_cls": 0.03422857646364719, "loss_rpn_loc": 0.08598390058614314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903198991247376, "mask_rcnn/false_negative": 0.10049410621387789, "mask_rcnn/false_positive": 0.1314427987142156, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0044744538608938, "total_loss": 0.7449500462971628}
{"data_time": 0.021178014110773802, "eta_seconds": 197066.05146012735, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3191111288583636, "fast_rcnn/fg_cls_accuracy": 0.6588958416544624, "iteration": 70899, "loss_box_reg": 0.21969815902411938, "loss_cls": 0.17872066982090473, "loss_mask": 0.2396436519920826, "loss_rpn_cls": 0.031779524870216846, "loss_rpn_loc": 0.07388836913742125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932344842968278, "mask_rcnn/false_negative": 0.09709962250371354, "mask_rcnn/false_positive": 0.12424566599380861, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0156464437022805, "total_loss": 0.7514398137573153}
{"data_time": 0.01891621551476419, "eta_seconds": 197134.94842062704, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2848746081504702, "fast_rcnn/fg_cls_accuracy": 0.6665099268547545, "iteration": 70919, "loss_box_reg": 0.23614395409822464, "loss_cls": 0.20672244764864445, "loss_mask": 0.24528750218451023, "loss_rpn_cls": 0.03709458443336189, "loss_rpn_loc": 0.07969592092558742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883627875492301, "mask_rcnn/false_negative": 0.10155924538650071, "mask_rcnn/false_positive": 0.12207589178610592, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0273478941526264, "total_loss": 0.8350309871602803}
{"data_time": 0.016124050365760922, "eta_seconds": 197115.77864317223, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.29165264975666644, "fast_rcnn/fg_cls_accuracy": 0.6774429209081276, "iteration": 70939, "loss_box_reg": 0.20647490117698908, "loss_cls": 0.17811368498951197, "loss_mask": 0.23179220221936703, "loss_rpn_cls": 0.03926744218915701, "loss_rpn_loc": 0.07075916859321296, "lr": 0.0001, "mask_rcnn/accuracy": 0.907905538589062, "mask_rcnn/false_negative": 0.08542334491424691, "mask_rcnn/false_positive": 0.10156360076711507, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9755783141590655, "total_loss": 0.7407123539596796}
{"data_time": 0.01443045912310481, "eta_seconds": 197247.3861387372, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3402374390502438, "fast_rcnn/fg_cls_accuracy": 0.6184790442399379, "iteration": 70959, "loss_box_reg": 0.24011299386620522, "loss_cls": 0.20185163151472807, "loss_mask": 0.2578873746097088, "loss_rpn_cls": 0.0365641227690503, "loss_rpn_loc": 0.06746817473322153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880550585709839, "mask_rcnn/false_negative": 0.10790088690036176, "mask_rcnn/false_positive": 0.1127666819272343, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9941560719162226, "total_loss": 0.8128296477952972}
{"data_time": 0.017627476016059518, "eta_seconds": 197330.49769026227, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3200515084621045, "fast_rcnn/fg_cls_accuracy": 0.6311439362582781, "iteration": 70979, "loss_box_reg": 0.21854965947568417, "loss_cls": 0.18244219198822975, "loss_mask": 0.25283540040254593, "loss_rpn_cls": 0.04069339204579592, "loss_rpn_loc": 0.08073241985403001, "lr": 0.0001, "mask_rcnn/accuracy": 0.887755525605373, "mask_rcnn/false_negative": 0.09253858473635515, "mask_rcnn/false_positive": 0.11506438366919439, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9878317234106362, "total_loss": 0.7818202413618565}
{"data_time": 0.014046193566173315, "eta_seconds": 197057.29772383347, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3214532871972318, "fast_rcnn/fg_cls_accuracy": 0.6261442775174106, "iteration": 70999, "loss_box_reg": 0.22247034683823586, "loss_cls": 0.19430631026625633, "loss_mask": 0.2371887629851699, "loss_rpn_cls": 0.037407924653962255, "loss_rpn_loc": 0.06470859399996698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932591587078814, "mask_rcnn/false_negative": 0.0834908072252195, "mask_rcnn/false_positive": 0.13531000377578567, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9557757470756769, "total_loss": 0.7641230905428529}
{"data_time": 0.021752444561570883, "eta_seconds": 196987.0407090988, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2948771929824561, "fast_rcnn/fg_cls_accuracy": 0.6693333333333333, "iteration": 71019, "loss_box_reg": 0.23015223443508148, "loss_cls": 0.1768798502162099, "loss_mask": 0.2426481880247593, "loss_rpn_cls": 0.039976821979507804, "loss_rpn_loc": 0.08734166482463479, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024263062042057, "mask_rcnn/false_negative": 0.07678614116986579, "mask_rcnn/false_positive": 0.10661458896233911, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.968499164795503, "total_loss": 0.8240026157582179}
{"data_time": 0.020399965345859528, "eta_seconds": 197016.12084472552, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3354631217838765, "fast_rcnn/fg_cls_accuracy": 0.6009159198734845, "iteration": 71039, "loss_box_reg": 0.23390119709074497, "loss_cls": 0.19475610554218292, "loss_mask": 0.24640757031738758, "loss_rpn_cls": 0.031887395423837006, "loss_rpn_loc": 0.07351601915434003, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861476002738757, "mask_rcnn/false_negative": 0.08847800596443611, "mask_rcnn/false_positive": 0.14619899219076302, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9864186758641154, "total_loss": 0.7924032711889595}
{"data_time": 0.01807245472446084, "eta_seconds": 197063.04410461336, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32919092401851024, "fast_rcnn/fg_cls_accuracy": 0.6317448736238007, "iteration": 71059, "loss_box_reg": 0.22807255759835243, "loss_cls": 0.18958920240402222, "loss_mask": 0.24563973397016525, "loss_rpn_cls": 0.03541716031031683, "loss_rpn_loc": 0.07767625455744565, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011356421233085, "mask_rcnn/false_negative": 0.08422166294033379, "mask_rcnn/false_positive": 0.11193530451185463, "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": 0.9993354848120362, "total_loss": 0.7967450143769383}
{"data_time": 0.014515765011310577, "eta_seconds": 197043.23280029, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32811830785986124, "fast_rcnn/fg_cls_accuracy": 0.625647712844446, "iteration": 71079, "loss_box_reg": 0.22672225162386894, "loss_cls": 0.1920326966792345, "loss_mask": 0.2486543208360672, "loss_rpn_cls": 0.03194520529359579, "loss_rpn_loc": 0.07874931336846203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822273195191055, "mask_rcnn/false_negative": 0.09337836539291734, "mask_rcnn/false_positive": 0.13723024690020819, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9918458904139698, "total_loss": 0.7962641896447167}
{"data_time": 0.01840559160336852, "eta_seconds": 196958.27395613305, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3179234504427306, "fast_rcnn/fg_cls_accuracy": 0.6422979797979798, "iteration": 71099, "loss_box_reg": 0.2250059163197875, "loss_cls": 0.18783164210617542, "loss_mask": 0.2522274386137724, "loss_rpn_cls": 0.045745501993224025, "loss_rpn_loc": 0.10331661836244166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867822724327826, "mask_rcnn/false_negative": 0.09514166074488888, "mask_rcnn/false_positive": 0.13553124337474776, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0011193682439625, "total_loss": 0.8066923656733707}
{"data_time": 0.01828566170297563, "eta_seconds": 197088.82714666426, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35245315819972955, "fast_rcnn/fg_cls_accuracy": 0.6049031628181549, "iteration": 71119, "loss_box_reg": 0.23706665821373463, "loss_cls": 0.19008263759315014, "loss_mask": 0.24920378997921944, "loss_rpn_cls": 0.03447434981353581, "loss_rpn_loc": 0.0851780897937715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852573302230903, "mask_rcnn/false_negative": 0.10225025125774609, "mask_rcnn/false_positive": 0.1115900534420067, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.004978473065421, "total_loss": 0.8085148497484624}
{"data_time": 0.016157958190888166, "eta_seconds": 196918.66444905289, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33338486378783194, "fast_rcnn/fg_cls_accuracy": 0.607415039413862, "iteration": 71139, "loss_box_reg": 0.21277962811291218, "loss_cls": 0.18242678698152304, "loss_mask": 0.2413057293742895, "loss_rpn_cls": 0.036231911508366466, "loss_rpn_loc": 0.08272704435512424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946166886487037, "mask_rcnn/false_negative": 0.08294081505321753, "mask_rcnn/false_positive": 0.11587908415505907, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9890616976190358, "total_loss": 0.7594427900621668}
{"data_time": 0.015626413049176335, "eta_seconds": 196796.2451595068, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3054807692307692, "fast_rcnn/fg_cls_accuracy": 0.6525643687707641, "iteration": 71159, "loss_box_reg": 0.22264993377029896, "loss_cls": 0.16978358756750822, "loss_mask": 0.2381601445376873, "loss_rpn_cls": 0.03106594691053033, "loss_rpn_loc": 0.06707148044370115, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013631556540278, "mask_rcnn/false_negative": 0.0856416395940324, "mask_rcnn/false_positive": 0.11303772429325351, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9783049891702831, "total_loss": 0.7159637731092516}
{"data_time": 0.013090714579448104, "eta_seconds": 196776.45072728395, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.2820034443168772, "fast_rcnn/fg_cls_accuracy": 0.6847304926146469, "iteration": 71179, "loss_box_reg": 0.22704336885362864, "loss_cls": 0.19137380737811327, "loss_mask": 0.24333420768380165, "loss_rpn_cls": 0.04613987891934812, "loss_rpn_loc": 0.07418848853558302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868850057363005, "mask_rcnn/false_negative": 0.10145142155922889, "mask_rcnn/false_positive": 0.12477184169034665, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9824958324898034, "total_loss": 0.7936834143474698}
{"data_time": 0.015738247660920024, "eta_seconds": 196756.6562950611, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.33339565194166976, "fast_rcnn/fg_cls_accuracy": 0.653731684981685, "iteration": 71199, "loss_box_reg": 0.24571911990642548, "loss_cls": 0.20082604885101318, "loss_mask": 0.2516000773757696, "loss_rpn_cls": 0.04312837030738592, "loss_rpn_loc": 0.07366491830907762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920146851043238, "mask_rcnn/false_negative": 0.10033499763597237, "mask_rcnn/false_positive": 0.11348558243550316, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9892619017045945, "total_loss": 0.8083425500662997}
{"data_time": 0.014378546038642526, "eta_seconds": 196749.32048841845, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3098556495769039, "fast_rcnn/fg_cls_accuracy": 0.6860793097726896, "iteration": 71219, "loss_box_reg": 0.22329657152295113, "loss_cls": 0.18476980784907937, "loss_mask": 0.2527774479240179, "loss_rpn_cls": 0.035985814669402316, "loss_rpn_loc": 0.08297423482872546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910812686512352, "mask_rcnn/false_negative": 0.09468738901891857, "mask_rcnn/false_positive": 0.11837863465311327, "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": 0.9772671048995107, "total_loss": 0.8166410460835323}
{"data_time": 0.015236037084832788, "eta_seconds": 196454.6630358789, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2928637462665339, "fast_rcnn/fg_cls_accuracy": 0.6472230123737732, "iteration": 71239, "loss_box_reg": 0.23661590926349163, "loss_cls": 0.1909612389281392, "loss_mask": 0.24590295366942883, "loss_rpn_cls": 0.03929029521532357, "loss_rpn_loc": 0.06657679239287972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868735454708199, "mask_rcnn/false_negative": 0.1035606812471492, "mask_rcnn/false_positive": 0.13175572148026857, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.963597550522536, "total_loss": 0.7848876601783559}
{"data_time": 0.013865905348211527, "eta_seconds": 196334.0258002933, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32086919633388034, "fast_rcnn/fg_cls_accuracy": 0.6404006186022535, "iteration": 71259, "loss_box_reg": 0.2124114539474249, "loss_cls": 0.19663897808641195, "loss_mask": 0.242991516366601, "loss_rpn_cls": 0.0351467183791101, "loss_rpn_loc": 0.08633891399949789, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877421085621748, "mask_rcnn/false_negative": 0.09362985466218476, "mask_rcnn/false_positive": 0.12501621203866542, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9519242462702096, "total_loss": 0.7920686332508922}
{"data_time": 0.015054289950057864, "eta_seconds": 196024.8094267398, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.34487179487179487, "fast_rcnn/fg_cls_accuracy": 0.6436274509803921, "iteration": 71279, "loss_box_reg": 0.23195488192141056, "loss_cls": 0.19398623518645763, "loss_mask": 0.24683242850005627, "loss_rpn_cls": 0.042865172028541565, "loss_rpn_loc": 0.06995448982343078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856879536305464, "mask_rcnn/false_negative": 0.11126670323868854, "mask_rcnn/false_positive": 0.1255058848173256, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.964265112997964, "total_loss": 0.7831375440582633}
{"data_time": 0.013150905491784215, "eta_seconds": 196118.98855636828, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.31203080564534647, "fast_rcnn/fg_cls_accuracy": 0.6664265254752192, "iteration": 71299, "loss_box_reg": 0.2217780463397503, "loss_cls": 0.1896832650527358, "loss_mask": 0.23835262283682823, "loss_rpn_cls": 0.03125476581044495, "loss_rpn_loc": 0.07380153948906809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970161509474073, "mask_rcnn/false_negative": 0.08601461095229997, "mask_rcnn/false_positive": 0.10942159194830162, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 234.375, "rpn/num_pos_anchors": 21.625, "time": 1.002997940639034, "total_loss": 0.7642362610204145}
{"data_time": 0.01794973690994084, "eta_seconds": 196149.25918906927, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2817521678491298, "fast_rcnn/fg_cls_accuracy": 0.6790030751626975, "iteration": 71319, "loss_box_reg": 0.2202480537816882, "loss_cls": 0.19024026487022638, "loss_mask": 0.2416408583521843, "loss_rpn_cls": 0.03439524577697739, "loss_rpn_loc": 0.08135892276186496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977482144788721, "mask_rcnn/false_negative": 0.07861514522660573, "mask_rcnn/false_positive": 0.10544133150675614, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0021671312861145, "total_loss": 0.7874266754661221}
{"data_time": 0.02216203254647553, "eta_seconds": 196129.51394453645, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3200491530732718, "fast_rcnn/fg_cls_accuracy": 0.6434932751726645, "iteration": 71339, "loss_box_reg": 0.23281817883253098, "loss_cls": 0.20857191272079945, "loss_mask": 0.25196894258260727, "loss_rpn_cls": 0.03770283400081098, "loss_rpn_loc": 0.07325038674753159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853996567571127, "mask_rcnn/false_negative": 0.10416759770804214, "mask_rcnn/false_positive": 0.12299490154511254, "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": 1.0084448144771159, "total_loss": 0.8139546357560903}
{"data_time": 0.020807184977456927, "eta_seconds": 196059.76792570204, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.31070739106453393, "fast_rcnn/fg_cls_accuracy": 0.659126735189564, "iteration": 71359, "loss_box_reg": 0.21612633112818003, "loss_cls": 0.18413416668772697, "loss_mask": 0.24898771941661835, "loss_rpn_cls": 0.03962491266429424, "loss_rpn_loc": 0.08550204569473863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940186383280486, "mask_rcnn/false_negative": 0.09256358544903467, "mask_rcnn/false_positive": 0.11615212588340901, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9969021645374596, "total_loss": 0.7482704896247014}
{"data_time": 0.015793843660503626, "eta_seconds": 195926.16570218932, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35574684171414417, "fast_rcnn/fg_cls_accuracy": 0.6302875604477534, "iteration": 71379, "loss_box_reg": 0.22788632474839687, "loss_cls": 0.19626688305288553, "loss_mask": 0.24644789844751358, "loss_rpn_cls": 0.040307669434696436, "loss_rpn_loc": 0.08619310380890965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856681528320836, "mask_rcnn/false_negative": 0.09993757966575878, "mask_rcnn/false_positive": 0.12251244554333542, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9620549061801285, "total_loss": 0.8236658214591444}
{"data_time": 0.015080279670655727, "eta_seconds": 195967.00953994878, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3595341406292551, "fast_rcnn/fg_cls_accuracy": 0.6179895780341258, "iteration": 71399, "loss_box_reg": 0.26274970546364784, "loss_cls": 0.21371847670525312, "loss_mask": 0.2553353123366833, "loss_rpn_cls": 0.04316006856970489, "loss_rpn_loc": 0.09779908088967204, "lr": 0.0001, "mask_rcnn/accuracy": 0.894042567824116, "mask_rcnn/false_negative": 0.09559299894251677, "mask_rcnn/false_positive": 0.1277517786249147, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.0229064640589058, "total_loss": 0.8581707007833757}
{"data_time": 0.017126878257840872, "eta_seconds": 196252.3643724341, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.33287545787545786, "fast_rcnn/fg_cls_accuracy": 0.6404171783385509, "iteration": 71419, "loss_box_reg": 0.2475113496184349, "loss_cls": 0.1967885009944439, "loss_mask": 0.2655607871711254, "loss_rpn_cls": 0.04117957642301917, "loss_rpn_loc": 0.08186474069952965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751153040378562, "mask_rcnn/false_negative": 0.10461186750323694, "mask_rcnn/false_positive": 0.1452020802975481, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0115093446802348, "total_loss": 0.8107438825536519}
{"data_time": 0.014028622070327401, "eta_seconds": 196101.8294710666, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31943736022285873, "fast_rcnn/fg_cls_accuracy": 0.6494096276112624, "iteration": 71439, "loss_box_reg": 0.22806605882942677, "loss_cls": 0.18146293051540852, "loss_mask": 0.25710594095289707, "loss_rpn_cls": 0.032066230894997716, "loss_rpn_loc": 0.07306551397778094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839999286427858, "mask_rcnn/false_negative": 0.09859206339771312, "mask_rcnn/false_positive": 0.13300442001760324, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9517973193433136, "total_loss": 0.7557727129897103}
{"data_time": 0.01837779860943556, "eta_seconds": 196040.85703319404, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.35691545808277325, "fast_rcnn/fg_cls_accuracy": 0.628913863135462, "iteration": 71459, "loss_box_reg": 0.22098136506974697, "loss_cls": 0.1890332978218794, "loss_mask": 0.25004685297608376, "loss_rpn_cls": 0.04016287159174681, "loss_rpn_loc": 0.08674170938320458, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983454711660658, "mask_rcnn/false_negative": 0.09523692945488071, "mask_rcnn/false_positive": 0.11269988052189218, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9878036128357053, "total_loss": 0.7817110663745552}
{"data_time": 0.014997105346992612, "eta_seconds": 196062.3246706091, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2897475027746948, "fast_rcnn/fg_cls_accuracy": 0.7005265467310224, "iteration": 71479, "loss_box_reg": 0.24140490032732487, "loss_cls": 0.1850546021014452, "loss_mask": 0.24915748089551926, "loss_rpn_cls": 0.034011628944426775, "loss_rpn_loc": 0.06478092074394226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941310411527248, "mask_rcnn/false_negative": 0.09780228455253726, "mask_rcnn/false_positive": 0.11787639899979067, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9975416909437627, "total_loss": 0.7963391265366226}
{"data_time": 0.016709845745936036, "eta_seconds": 195981.18867049925, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3304162178796738, "fast_rcnn/fg_cls_accuracy": 0.6152042768875711, "iteration": 71499, "loss_box_reg": 0.22535595670342445, "loss_cls": 0.19050925318151712, "loss_mask": 0.26260561496019363, "loss_rpn_cls": 0.03734800242818892, "loss_rpn_loc": 0.07634637120645493, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889969852427638, "mask_rcnn/false_negative": 0.08982214980100273, "mask_rcnn/false_positive": 0.13384838308654148, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9813974434509873, "total_loss": 0.7720910257776268}
{"data_time": 0.0167514244094491, "eta_seconds": 195901.8462439254, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3048878205128205, "fast_rcnn/fg_cls_accuracy": 0.6253023705853895, "iteration": 71519, "loss_box_reg": 0.21820263098925352, "loss_cls": 0.1905397749505937, "loss_mask": 0.24935133010149002, "loss_rpn_cls": 0.03290070197544992, "loss_rpn_loc": 0.07789770211093128, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032551207296106, "mask_rcnn/false_negative": 0.08770408098170587, "mask_rcnn/false_positive": 0.10953111540589607, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9852869424503297, "total_loss": 0.7676574501674622}
{"data_time": 0.02741560759022832, "eta_seconds": 195676.17151093204, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.32300984675126554, "fast_rcnn/fg_cls_accuracy": 0.6407186341664748, "iteration": 71539, "loss_box_reg": 0.21971045713871717, "loss_cls": 0.18277788814157248, "loss_mask": 0.23662730492651463, "loss_rpn_cls": 0.036512016667984426, "loss_rpn_loc": 0.06893977243453264, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061479425793284, "mask_rcnn/false_negative": 0.09282221888290837, "mask_rcnn/false_positive": 0.10952076564720084, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9742266954854131, "total_loss": 0.7630344659555703}
{"data_time": 0.014872670406475663, "eta_seconds": 195492.76904053986, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3319838056680162, "fast_rcnn/fg_cls_accuracy": 0.6343490304709141, "iteration": 71559, "loss_box_reg": 0.21591651812195778, "loss_cls": 0.1840634774416685, "loss_mask": 0.23397815227508545, "loss_rpn_cls": 0.0319659715751186, "loss_rpn_loc": 0.06564605748280883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952005759299133, "mask_rcnn/false_negative": 0.09657250927107815, "mask_rcnn/false_positive": 0.12079141104543539, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9666331759653986, "total_loss": 0.7335959286428988}
{"data_time": 0.01856830343604088, "eta_seconds": 195674.19989104383, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3231180028310385, "fast_rcnn/fg_cls_accuracy": 0.6288960540457547, "iteration": 71579, "loss_box_reg": 0.20334637723863125, "loss_cls": 0.1796597046777606, "loss_mask": 0.2534504719078541, "loss_rpn_cls": 0.039395870408043265, "loss_rpn_loc": 0.09818108333274722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833512453400219, "mask_rcnn/false_negative": 0.10149292546720974, "mask_rcnn/false_positive": 0.1287105926523364, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0022558306809515, "total_loss": 0.7456433686893433}
{"data_time": 0.017999876523390412, "eta_seconds": 195485.41681319475, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3294186755632085, "fast_rcnn/fg_cls_accuracy": 0.6642475171886937, "iteration": 71599, "loss_box_reg": 0.20391352102160454, "loss_cls": 0.1641760291531682, "loss_mask": 0.24051316641271114, "loss_rpn_cls": 0.029409889946691692, "loss_rpn_loc": 0.05870479205623269, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950017525484921, "mask_rcnn/false_negative": 0.08796501246826531, "mask_rcnn/false_positive": 0.11869555741541425, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9892680628690869, "total_loss": 0.6989606621209532}
{"data_time": 0.015455954940989614, "eta_seconds": 195597.293683053, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28923472301541975, "fast_rcnn/fg_cls_accuracy": 0.6280318811701838, "iteration": 71619, "loss_box_reg": 0.2215707809664309, "loss_cls": 0.1759883537888527, "loss_mask": 0.2519984841346741, "loss_rpn_cls": 0.048719179118052125, "loss_rpn_loc": 0.08328768657520413, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852807106449136, "mask_rcnn/false_negative": 0.10883173501369935, "mask_rcnn/false_positive": 0.11472946665498077, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9989738727454096, "total_loss": 0.8169348854571581}
{"data_time": 0.01841101748868823, "eta_seconds": 195577.57422608323, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2434620596205962, "fast_rcnn/fg_cls_accuracy": 0.7054823097463285, "iteration": 71639, "loss_box_reg": 0.19524717703461647, "loss_cls": 0.15462560020387173, "loss_mask": 0.2470638956874609, "loss_rpn_cls": 0.03871571202762425, "loss_rpn_loc": 0.07301781664136797, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958276390913509, "mask_rcnn/false_negative": 0.08627054570448225, "mask_rcnn/false_positive": 0.11017169654233235, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9863719609566033, "total_loss": 0.696335410582833}
{"data_time": 0.019010087475180626, "eta_seconds": 195516.48211546242, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.30125658456196114, "fast_rcnn/fg_cls_accuracy": 0.6798295054248273, "iteration": 71659, "loss_box_reg": 0.21553112752735615, "loss_cls": 0.1791186546906829, "loss_mask": 0.24863959103822708, "loss_rpn_cls": 0.03689555102027953, "loss_rpn_loc": 0.06762818316929042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940725311707705, "mask_rcnn/false_negative": 0.09241121885202348, "mask_rcnn/false_positive": 0.12242486421003478, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9722737753763795, "total_loss": 0.7653469815850258}
{"data_time": 0.017045166110619903, "eta_seconds": 195452.08039974794, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3482512574570125, "fast_rcnn/fg_cls_accuracy": 0.6303930817610063, "iteration": 71679, "loss_box_reg": 0.23234255425632, "loss_cls": 0.19623110257089138, "loss_mask": 0.2521741595119238, "loss_rpn_cls": 0.03714996366761625, "loss_rpn_loc": 0.07019351609051228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928708784128293, "mask_rcnn/false_negative": 0.08416167816543273, "mask_rcnn/false_positive": 0.12946761151663488, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.967712989076972, "total_loss": 0.7900081104598939}
{"data_time": 0.026218980085104704, "eta_seconds": 195432.3696211679, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3565685570710696, "fast_rcnn/fg_cls_accuracy": 0.6272353545734841, "iteration": 71699, "loss_box_reg": 0.22083342634141445, "loss_cls": 0.17874536663293839, "loss_mask": 0.2485130000859499, "loss_rpn_cls": 0.035062718437984586, "loss_rpn_loc": 0.06470598862506449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846012189070156, "mask_rcnn/false_negative": 0.0918607396942847, "mask_rcnn/false_positive": 0.1401361756875878, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.972736424067989, "total_loss": 0.7501745081972331}
{"data_time": 0.01692066411487758, "eta_seconds": 195498.6963982042, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.28936473237943827, "fast_rcnn/fg_cls_accuracy": 0.6758371080913048, "iteration": 71719, "loss_box_reg": 0.22272406425327063, "loss_cls": 0.18333984445780516, "loss_mask": 0.25315551087260246, "loss_rpn_cls": 0.03597641387023032, "loss_rpn_loc": 0.09057399950688705, "lr": 0.0001, "mask_rcnn/accuracy": 0.889203598105909, "mask_rcnn/false_negative": 0.1069005513805671, "mask_rcnn/false_positive": 0.11316517134446089, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9883886424358934, "total_loss": 0.82096341624856}
{"data_time": 0.017124902922660112, "eta_seconds": 195436.69226192404, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3195713835486921, "fast_rcnn/fg_cls_accuracy": 0.650244558571778, "iteration": 71739, "loss_box_reg": 0.20838406309485435, "loss_cls": 0.18178322911262512, "loss_mask": 0.25066056847572327, "loss_rpn_cls": 0.034682951285503805, "loss_rpn_loc": 0.0685492375632748, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004444563021257, "mask_rcnn/false_negative": 0.0955104450261779, "mask_rcnn/false_positive": 0.11038980663143927, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9837371779140085, "total_loss": 0.7616863131988794}
{"data_time": 0.01768943713977933, "eta_seconds": 195232.89942070842, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3469439116298685, "fast_rcnn/fg_cls_accuracy": 0.6148484729270756, "iteration": 71759, "loss_box_reg": 0.23004022054374218, "loss_cls": 0.19550576992332935, "loss_mask": 0.24975518323481083, "loss_rpn_cls": 0.03350726270582527, "loss_rpn_loc": 0.09617345780134201, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855905130056421, "mask_rcnn/false_negative": 0.09497858651367555, "mask_rcnn/false_positive": 0.13889808819304922, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9823875317815691, "total_loss": 0.810459113214165}
{"data_time": 0.023685119580477476, "eta_seconds": 195271.57601207495, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3011254019292604, "fast_rcnn/fg_cls_accuracy": 0.6553913519430761, "iteration": 71779, "loss_box_reg": 0.22327961772680283, "loss_cls": 0.1852845773100853, "loss_mask": 0.26165923848748207, "loss_rpn_cls": 0.036796750500798225, "loss_rpn_loc": 0.07811415591277182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873303836511964, "mask_rcnn/false_negative": 0.11209534096683527, "mask_rcnn/false_positive": 0.10976450224144198, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0146306059323251, "total_loss": 0.7889601485803723}
{"data_time": 0.01615558424964547, "eta_seconds": 195684.99543825164, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3170065307210449, "fast_rcnn/fg_cls_accuracy": 0.6345710711699256, "iteration": 71799, "loss_box_reg": 0.2249166127294302, "loss_cls": 0.19241233356297016, "loss_mask": 0.2586947698146105, "loss_rpn_cls": 0.038204134558327496, "loss_rpn_loc": 0.07928429893217981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841615521139641, "mask_rcnn/false_negative": 0.0994673440836559, "mask_rcnn/false_positive": 0.14308355239933362, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.0243775700218976, "total_loss": 0.7972872435348108}
{"data_time": 0.02352021960541606, "eta_seconds": 195543.09253999963, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3034772182254196, "fast_rcnn/fg_cls_accuracy": 0.6748029944838455, "iteration": 71819, "loss_box_reg": 0.2350636776536703, "loss_cls": 0.18583400174975395, "loss_mask": 0.2587112560868263, "loss_rpn_cls": 0.036459711962379515, "loss_rpn_loc": 0.0720642504747957, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008464877663773, "mask_rcnn/false_negative": 0.09926761845116866, "mask_rcnn/false_positive": 0.11457789137843022, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9833290744572878, "total_loss": 0.8058498561149463}
{"data_time": 0.021765248849987984, "eta_seconds": 195886.5605541505, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.31951515151515153, "fast_rcnn/fg_cls_accuracy": 0.64942831769995, "iteration": 71839, "loss_box_reg": 0.22265362739562988, "loss_cls": 0.2019061828032136, "loss_mask": 0.2514443676918745, "loss_rpn_cls": 0.04336625570431352, "loss_rpn_loc": 0.08980973740108311, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927033213385254, "mask_rcnn/false_negative": 0.10471262099629658, "mask_rcnn/false_positive": 0.12966979874030582, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.0373747665435076, "total_loss": 0.8207605591742322}
{"data_time": 0.01585751143284142, "eta_seconds": 195850.01824149396, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3452250764389493, "fast_rcnn/fg_cls_accuracy": 0.6053337704281101, "iteration": 71859, "loss_box_reg": 0.19335351418703794, "loss_cls": 0.16889999574050307, "loss_mask": 0.253076633438468, "loss_rpn_cls": 0.030465101590380073, "loss_rpn_loc": 0.07243974949233234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909784904527849, "mask_rcnn/false_negative": 0.09458872064102399, "mask_rcnn/false_positive": 0.12633767884397573, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9725030877161771, "total_loss": 0.7151126932003535}
{"data_time": 0.0172254282515496, "eta_seconds": 195667.276666034, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3391316848763657, "fast_rcnn/fg_cls_accuracy": 0.6515232108317215, "iteration": 71879, "loss_box_reg": 0.21289497148245573, "loss_cls": 0.16520925238728523, "loss_mask": 0.2478178534656763, "loss_rpn_cls": 0.02949608478229493, "loss_rpn_loc": 0.06472843285882846, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089056085754765, "mask_rcnn/false_negative": 0.08986544333977757, "mask_rcnn/false_positive": 0.12245994902316358, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9814901389181614, "total_loss": 0.7512139088357799}
{"data_time": 0.01899441028945148, "eta_seconds": 195586.26436083578, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.31824689269213247, "fast_rcnn/fg_cls_accuracy": 0.6509837096809179, "iteration": 71899, "loss_box_reg": 0.21479368628934026, "loss_cls": 0.1956595852971077, "loss_mask": 0.2554053571075201, "loss_rpn_cls": 0.034229328273795545, "loss_rpn_loc": 0.06989098922349513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963801035501966, "mask_rcnn/false_negative": 0.0940818330315702, "mask_rcnn/false_positive": 0.13078119188581683, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9901369805447757, "total_loss": 0.790578248212114}
{"data_time": 0.013333375100046396, "eta_seconds": 195566.5181453526, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3334187541375702, "fast_rcnn/fg_cls_accuracy": 0.6412706437478934, "iteration": 71919, "loss_box_reg": 0.24310115724802017, "loss_cls": 0.20208504423499107, "loss_mask": 0.24339032359421253, "loss_rpn_cls": 0.0318923779996112, "loss_rpn_loc": 0.07340057962574065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919668390476061, "mask_rcnn/false_negative": 0.09992221110096497, "mask_rcnn/false_positive": 0.11620735022251172, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.024492566473782, "total_loss": 0.798947750357911}
{"data_time": 0.01680215960368514, "eta_seconds": 195608.01946534775, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2914197937239412, "fast_rcnn/fg_cls_accuracy": 0.6770925761608991, "iteration": 71939, "loss_box_reg": 0.22236506082117558, "loss_cls": 0.17957844585180283, "loss_mask": 0.24774842895567417, "loss_rpn_cls": 0.03975185961462557, "loss_rpn_loc": 0.07600384898250923, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969077907813559, "mask_rcnn/false_negative": 0.08987118857492979, "mask_rcnn/false_positive": 0.10776126762711596, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0030023434665054, "total_loss": 0.749051607970614}
{"data_time": 0.01591269252821803, "eta_seconds": 195550.00240253285, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3589820608323552, "fast_rcnn/fg_cls_accuracy": 0.6216184992467583, "iteration": 71959, "loss_box_reg": 0.20181713486090302, "loss_cls": 0.18257213942706585, "loss_mask": 0.23656945303082466, "loss_rpn_cls": 0.03151295545103494, "loss_rpn_loc": 0.06717425235547125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999235932236972, "mask_rcnn/false_negative": 0.09442534695929546, "mask_rcnn/false_positive": 0.11376490256091276, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9992969557642937, "total_loss": 0.7247543822886655}
{"data_time": 0.024203762877732515, "eta_seconds": 195308.38185540866, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3202097505668934, "fast_rcnn/fg_cls_accuracy": 0.641239049616013, "iteration": 71979, "loss_box_reg": 0.219874894246459, "loss_cls": 0.1814281321130693, "loss_mask": 0.24190733768045902, "loss_rpn_cls": 0.03658606100361794, "loss_rpn_loc": 0.09349599597044289, "lr": 0.0001, "mask_rcnn/accuracy": 0.903451529352689, "mask_rcnn/false_negative": 0.08758332960728557, "mask_rcnn/false_positive": 0.10468456473853038, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9739044234156609, "total_loss": 0.7712111985310912}
{"data_time": 0.01938358135521412, "eta_seconds": 195456.64633903652, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2981970211654037, "fast_rcnn/fg_cls_accuracy": 0.6816479400749064, "iteration": 71999, "loss_box_reg": 0.20925758685916662, "loss_cls": 0.17816146835684776, "loss_mask": 0.2413389664143324, "loss_rpn_cls": 0.03722377377562225, "loss_rpn_loc": 0.08392284938599914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953785571435626, "mask_rcnn/false_negative": 0.07858891198570722, "mask_rcnn/false_positive": 0.11260793993039714, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9824790069833398, "total_loss": 0.7716419630451128}
{"data_time": 0.01691895700059831, "eta_seconds": 195561.77831614856, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2818955133995784, "fast_rcnn/fg_cls_accuracy": 0.6811296534017972, "iteration": 72019, "loss_box_reg": 0.23561896942555904, "loss_cls": 0.19203083496540785, "loss_mask": 0.258049339056015, "loss_rpn_cls": 0.04040561162400991, "loss_rpn_loc": 0.08954774786252528, "lr": 0.0001, "mask_rcnn/accuracy": 0.896852737948051, "mask_rcnn/false_negative": 0.09782034340363449, "mask_rcnn/false_positive": 0.12429391662601802, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0000901957973838, "total_loss": 0.8100031375652179}
{"data_time": 0.015061995014548302, "eta_seconds": 195471.00825896487, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3090482108264191, "fast_rcnn/fg_cls_accuracy": 0.6449858927280203, "iteration": 72039, "loss_box_reg": 0.21021941117942333, "loss_cls": 0.16721402760595083, "loss_mask": 0.24800383672118187, "loss_rpn_cls": 0.03177822520956397, "loss_rpn_loc": 0.06598783447407186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916357875266896, "mask_rcnn/false_negative": 0.08426955015225035, "mask_rcnn/false_positive": 0.12606960320065835, "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": 0.9835090516135097, "total_loss": 0.7176507288240828}
{"data_time": 0.018917952897027135, "eta_seconds": 195439.914103006, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3070439578994766, "fast_rcnn/fg_cls_accuracy": 0.6749233128834355, "iteration": 72059, "loss_box_reg": 0.22292794845998287, "loss_cls": 0.17344431579113007, "loss_mask": 0.2451177630573511, "loss_rpn_cls": 0.03313282609451562, "loss_rpn_loc": 0.07184616627637297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859984326705977, "mask_rcnn/false_negative": 0.08782972995367311, "mask_rcnn/false_positive": 0.1262049351050861, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9918485630769283, "total_loss": 0.7554777762852609}
{"data_time": 0.017281654989346862, "eta_seconds": 195420.16671348363, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3160228457325757, "fast_rcnn/fg_cls_accuracy": 0.6560398505603985, "iteration": 72079, "loss_box_reg": 0.22662889957427979, "loss_cls": 0.18307898379862309, "loss_mask": 0.24848738312721252, "loss_rpn_cls": 0.034849004819989204, "loss_rpn_loc": 0.08347967138979584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949711263007387, "mask_rcnn/false_negative": 0.09451802770538015, "mask_rcnn/false_positive": 0.10743374647548565, "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": 0.9912474460434169, "total_loss": 0.7896871271077543}
{"data_time": 0.01438006479293108, "eta_seconds": 195357.93086108752, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.34888438133874244, "fast_rcnn/fg_cls_accuracy": 0.6184892693513383, "iteration": 72099, "loss_box_reg": 0.22698389552533627, "loss_cls": 0.19185175746679306, "loss_mask": 0.24880929104983807, "loss_rpn_cls": 0.0393122467212379, "loss_rpn_loc": 0.08030673488974571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824516370330107, "mask_rcnn/false_negative": 0.08122554682872507, "mask_rcnn/false_positive": 0.1505935566966544, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9739409871399403, "total_loss": 0.812309778528288}
{"data_time": 0.018656111089512706, "eta_seconds": 195338.1877654977, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3347418393629737, "fast_rcnn/fg_cls_accuracy": 0.6394506716350632, "iteration": 72119, "loss_box_reg": 0.24118842370808125, "loss_cls": 0.20457430370151997, "loss_mask": 0.2459341064095497, "loss_rpn_cls": 0.03636374050984159, "loss_rpn_loc": 0.07926167803816497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888656981154044, "mask_rcnn/false_negative": 0.10721057731594966, "mask_rcnn/false_positive": 0.11801777886438491, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0054714672733098, "total_loss": 0.8128511228132993}
{"data_time": 0.0142008145339787, "eta_seconds": 195124.45807015058, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3264528783870085, "fast_rcnn/fg_cls_accuracy": 0.6464017944936087, "iteration": 72139, "loss_box_reg": 0.21787555096670985, "loss_cls": 0.19852889329195023, "loss_mask": 0.24591019749641418, "loss_rpn_cls": 0.035120972781442106, "loss_rpn_loc": 0.0720287961885333, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987845445277399, "mask_rcnn/false_negative": 0.08964660551570579, "mask_rcnn/false_positive": 0.10602492358572885, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9674140810966492, "total_loss": 0.7890057844342664}
{"data_time": 0.013490915996953845, "eta_seconds": 195329.56355955452, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3590670653985685, "fast_rcnn/fg_cls_accuracy": 0.6152959943282523, "iteration": 72159, "loss_box_reg": 0.227568743750453, "loss_cls": 0.19296907167881727, "loss_mask": 0.23794172517955303, "loss_rpn_cls": 0.03393081366084516, "loss_rpn_loc": 0.07607263210229576, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085537835110404, "mask_rcnn/false_negative": 0.07475149319229467, "mask_rcnn/false_positive": 0.12060728840503786, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9921916504390538, "total_loss": 0.8212132295593619}
{"data_time": 0.020039423601701856, "eta_seconds": 195192.3087439919, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34859488685668516, "fast_rcnn/fg_cls_accuracy": 0.6231122848200313, "iteration": 72179, "loss_box_reg": 0.22358338534832, "loss_cls": 0.18508777394890785, "loss_mask": 0.24410207197070122, "loss_rpn_cls": 0.0420393948443234, "loss_rpn_loc": 0.07659061206504703, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011198447527934, "mask_rcnn/false_negative": 0.08569099141445477, "mask_rcnn/false_positive": 0.11600212109875395, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9800180452875793, "total_loss": 0.778010229812935}
{"data_time": 0.016323596937581897, "eta_seconds": 195065.287608793, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.32984826932195355, "fast_rcnn/fg_cls_accuracy": 0.6287765822248581, "iteration": 72199, "loss_box_reg": 0.21923529915511608, "loss_cls": 0.18747040536254644, "loss_mask": 0.24538543820381165, "loss_rpn_cls": 0.039708385011181235, "loss_rpn_loc": 0.08302936318796128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828800205336655, "mask_rcnn/false_negative": 0.09603359197983516, "mask_rcnn/false_positive": 0.13566647004286528, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9644452130887657, "total_loss": 0.7875822493806481}
{"data_time": 0.02236861502751708, "eta_seconds": 195273.1727365451, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30712842712842714, "fast_rcnn/fg_cls_accuracy": 0.6491234116863124, "iteration": 72219, "loss_box_reg": 0.2188675319775939, "loss_cls": 0.20263837184756994, "loss_mask": 0.24148519709706306, "loss_rpn_cls": 0.0369939521769993, "loss_rpn_loc": 0.05872312025167048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954184186498244, "mask_rcnn/false_negative": 0.09103086028722715, "mask_rcnn/false_positive": 0.11130556460147423, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0160623097326607, "total_loss": 0.7719029418076389}
{"data_time": 0.01479401090182364, "eta_seconds": 195474.41005066037, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37434152179255664, "fast_rcnn/fg_cls_accuracy": 0.5985864260526024, "iteration": 72239, "loss_box_reg": 0.23923134431242943, "loss_cls": 0.19814317300915718, "loss_mask": 0.24077528901398182, "loss_rpn_cls": 0.037723949062637985, "loss_rpn_loc": 0.06806828966364264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840000699353816, "mask_rcnn/false_negative": 0.09460104525075175, "mask_rcnn/false_positive": 0.13774997028559172, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9832436165306717, "total_loss": 0.8084576646797359}
{"data_time": 0.014403771376237273, "eta_seconds": 195503.5543900309, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3008233897044096, "fast_rcnn/fg_cls_accuracy": 0.6559719003061779, "iteration": 72259, "loss_box_reg": 0.22616739943623543, "loss_cls": 0.19782773684710264, "loss_mask": 0.2426328118890524, "loss_rpn_cls": 0.03843150823377073, "loss_rpn_loc": 0.08225270896218717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971362573984396, "mask_rcnn/false_negative": 0.08570869205041601, "mask_rcnn/false_positive": 0.11933089487969485, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9770400184206665, "total_loss": 0.7657550203148276}
{"data_time": 0.014651941368356347, "eta_seconds": 195668.8510962762, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29714721254355403, "fast_rcnn/fg_cls_accuracy": 0.6791723132782735, "iteration": 72279, "loss_box_reg": 0.21789138950407505, "loss_cls": 0.1819545328617096, "loss_mask": 0.24628443457186222, "loss_rpn_cls": 0.03493753809016198, "loss_rpn_loc": 0.06252721603959799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877044101969606, "mask_rcnn/false_negative": 0.10318823812951555, "mask_rcnn/false_positive": 0.12430857048890931, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0108367453794926, "total_loss": 0.7672713681240566}
{"data_time": 0.014637672808021307, "eta_seconds": 195649.05857644044, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3046395332685095, "fast_rcnn/fg_cls_accuracy": 0.6343273326920433, "iteration": 72299, "loss_box_reg": 0.2264745282009244, "loss_cls": 0.1869978243485093, "loss_mask": 0.2509092912077904, "loss_rpn_cls": 0.038939922756981105, "loss_rpn_loc": 0.07668994890991598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932477445700773, "mask_rcnn/false_negative": 0.08634194515272464, "mask_rcnn/false_positive": 0.13103109087952597, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.018819657387212, "total_loss": 0.7803120120661333}
{"data_time": 0.02374514751136303, "eta_seconds": 195817.668267712, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.35992757946372345, "fast_rcnn/fg_cls_accuracy": 0.6246404294692098, "iteration": 72319, "loss_box_reg": 0.23890909273177385, "loss_cls": 0.19482349697500467, "loss_mask": 0.2557637356221676, "loss_rpn_cls": 0.036760996794328094, "loss_rpn_loc": 0.08036670205183327, "lr": 0.0001, "mask_rcnn/accuracy": 0.87958259157013, "mask_rcnn/false_negative": 0.10979484759016192, "mask_rcnn/false_positive": 0.11995227390351784, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0356166961137205, "total_loss": 0.7895689276047051}
{"data_time": 0.013449591351673007, "eta_seconds": 195797.85668654367, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31842533568425335, "fast_rcnn/fg_cls_accuracy": 0.6533045635706178, "iteration": 72339, "loss_box_reg": 0.21146775968372822, "loss_cls": 0.1800078907981515, "loss_mask": 0.2523215804249048, "loss_rpn_cls": 0.03624118003062904, "loss_rpn_loc": 0.09606801439076662, "lr": 0.0001, "mask_rcnn/accuracy": 0.890455419518998, "mask_rcnn/false_negative": 0.09553276501116695, "mask_rcnn/false_positive": 0.12476557330080632, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0102563658729196, "total_loss": 0.7480548480525613}
{"data_time": 0.017623799154534936, "eta_seconds": 195807.11598495953, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3812345848177583, "fast_rcnn/fg_cls_accuracy": 0.5906755275417923, "iteration": 72359, "loss_box_reg": 0.2440167274326086, "loss_cls": 0.20507255010306835, "loss_mask": 0.25309072621166706, "loss_rpn_cls": 0.03982705879025161, "loss_rpn_loc": 0.09283556207083166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842104368921482, "mask_rcnn/false_negative": 0.09828841543931893, "mask_rcnn/false_positive": 0.1356609287512464, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0225726021453738, "total_loss": 0.8519094142247923}
{"data_time": 0.023757865419611335, "eta_seconds": 195922.1250641672, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.33666418873977855, "fast_rcnn/fg_cls_accuracy": 0.6125578703703703, "iteration": 72379, "loss_box_reg": 0.23235713876783848, "loss_cls": 0.20907364133745432, "loss_mask": 0.2532614506781101, "loss_rpn_cls": 0.03954172949306667, "loss_rpn_loc": 0.08117551496252418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957710359496074, "mask_rcnn/false_negative": 0.0830769455564242, "mask_rcnn/false_positive": 0.12238918917404613, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.009054976515472, "total_loss": 0.8327537116128951}
{"data_time": 0.022764889989048243, "eta_seconds": 195867.8711257875, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3018883157658668, "fast_rcnn/fg_cls_accuracy": 0.6363739797180312, "iteration": 72399, "loss_box_reg": 0.2379646748304367, "loss_cls": 0.18460738286376, "loss_mask": 0.24923935532569885, "loss_rpn_cls": 0.0449537601089105, "loss_rpn_loc": 0.09034105576574802, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847244407467322, "mask_rcnn/false_negative": 0.09821907102247712, "mask_rcnn/false_positive": 0.12706037758936617, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9871476662810892, "total_loss": 0.8181033753789961}
{"data_time": 0.017921510618180037, "eta_seconds": 195882.46872876305, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3140625, "fast_rcnn/fg_cls_accuracy": 0.6332052567101014, "iteration": 72419, "loss_box_reg": 0.24784973450005054, "loss_cls": 0.1924787014722824, "loss_mask": 0.23934240080416203, "loss_rpn_cls": 0.034384805127047, "loss_rpn_loc": 0.08224902953952551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902543173000996, "mask_rcnn/false_negative": 0.09550985554509289, "mask_rcnn/false_positive": 0.11548143831481031, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0068033714778721, "total_loss": 0.8052345862379298}
{"data_time": 0.012918455293402076, "eta_seconds": 195903.0218105577, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3492982911155298, "fast_rcnn/fg_cls_accuracy": 0.5961806690639642, "iteration": 72439, "loss_box_reg": 0.20784719847142696, "loss_cls": 0.18548872973769903, "loss_mask": 0.24207918904721737, "loss_rpn_cls": 0.033636623178608716, "loss_rpn_loc": 0.07646157615818083, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828910097018985, "mask_rcnn/false_negative": 0.11210309681983677, "mask_rcnn/false_positive": 0.12774629799768533, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9651853889226913, "total_loss": 0.7543838969431818}
{"data_time": 0.019402229925617576, "eta_seconds": 195883.1895548571, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2905762579129413, "fast_rcnn/fg_cls_accuracy": 0.6688311688311688, "iteration": 72459, "loss_box_reg": 0.22771773301064968, "loss_cls": 0.18576969020068645, "loss_mask": 0.24136927165091038, "loss_rpn_cls": 0.03364737913943827, "loss_rpn_loc": 0.05906373122707009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969979231106295, "mask_rcnn/false_negative": 0.08339054520700681, "mask_rcnn/false_positive": 0.11189260780364338, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9798618054483086, "total_loss": 0.744565213797614}
{"data_time": 0.01658383966423571, "eta_seconds": 195732.8295706585, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30977777777777776, "fast_rcnn/fg_cls_accuracy": 0.6736068376068376, "iteration": 72479, "loss_box_reg": 0.21113806031644344, "loss_cls": 0.17961951903998852, "loss_mask": 0.2421561051160097, "loss_rpn_cls": 0.034178685862571, "loss_rpn_loc": 0.06220297748222947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933153744958544, "mask_rcnn/false_negative": 0.09563234375147925, "mask_rcnn/false_positive": 0.11594667183697863, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 235.375, "rpn/num_pos_anchors": 20.625, "time": 0.9657965688966215, "total_loss": 0.7703932309523225}
{"data_time": 0.014910859288647771, "eta_seconds": 195843.52504345588, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3283557140469159, "fast_rcnn/fg_cls_accuracy": 0.6564203998716989, "iteration": 72499, "loss_box_reg": 0.23473926540464163, "loss_cls": 0.20043934136629105, "loss_mask": 0.24447502568364143, "loss_rpn_cls": 0.04130174592137337, "loss_rpn_loc": 0.0821559252217412, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065497518527585, "mask_rcnn/false_negative": 0.07844592875042047, "mask_rcnn/false_positive": 0.12372249847372432, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0253416367340833, "total_loss": 0.8092266678577289}
{"data_time": 0.017677931115031242, "eta_seconds": 195973.00117301755, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3985714285714286, "fast_rcnn/fg_cls_accuracy": 0.5848275862068966, "iteration": 72519, "loss_box_reg": 0.22349857538938522, "loss_cls": 0.20066749304533005, "loss_mask": 0.2535499054938555, "loss_rpn_cls": 0.03291002823971212, "loss_rpn_loc": 0.08319911325816065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870943692246874, "mask_rcnn/false_negative": 0.09144610571421133, "mask_rcnn/false_positive": 0.13317907221378728, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0194400346372277, "total_loss": 0.8043085839599371}
{"data_time": 0.021664910949766636, "eta_seconds": 195917.40351716056, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2757692158460404, "fast_rcnn/fg_cls_accuracy": 0.6970557851239669, "iteration": 72539, "loss_box_reg": 0.24213664792478085, "loss_cls": 0.19428095780313015, "loss_mask": 0.2505441661924124, "loss_rpn_cls": 0.036156166752334684, "loss_rpn_loc": 0.08384389989078045, "lr": 0.0001, "mask_rcnn/accuracy": 0.903815742447208, "mask_rcnn/false_negative": 0.0898658225969595, "mask_rcnn/false_positive": 0.10019150787827782, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9754294664599001, "total_loss": 0.8353020364884287}
{"data_time": 0.019168618135154247, "eta_seconds": 195955.52890829742, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2925025681310049, "fast_rcnn/fg_cls_accuracy": 0.691170014977018, "iteration": 72559, "loss_box_reg": 0.2144459467381239, "loss_cls": 0.1678582038730383, "loss_mask": 0.2401458229869604, "loss_rpn_cls": 0.03463006182573736, "loss_rpn_loc": 0.06711496785283089, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892757190839378, "mask_rcnn/false_negative": 0.09513540634269874, "mask_rcnn/false_positive": 0.11173872811481725, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9936038160230964, "total_loss": 0.7206831909716129}
{"data_time": 0.0217648942489177, "eta_seconds": 195850.3394571785, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2985879332477535, "fast_rcnn/fg_cls_accuracy": 0.6660809189096519, "iteration": 72579, "loss_box_reg": 0.203053405508399, "loss_cls": 0.173010915517807, "loss_mask": 0.24365526996552944, "loss_rpn_cls": 0.032334798481315374, "loss_rpn_loc": 0.06394458888098598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900679338458357, "mask_rcnn/false_negative": 0.10014206963108815, "mask_rcnn/false_positive": 0.1345349403770163, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9727357756346464, "total_loss": 0.7299218255793676}
{"data_time": 0.02077074465341866, "eta_seconds": 195800.72444491088, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.343843808630394, "fast_rcnn/fg_cls_accuracy": 0.6252800455667362, "iteration": 72599, "loss_box_reg": 0.23880444653332233, "loss_cls": 0.18752339854836464, "loss_mask": 0.24262990057468414, "loss_rpn_cls": 0.032552636170294136, "loss_rpn_loc": 0.07623685756698251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899473890216942, "mask_rcnn/false_negative": 0.09241194327821606, "mask_rcnn/false_positive": 0.13217369808119644, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9693087742198259, "total_loss": 0.8098850990645587}
{"data_time": 0.029024758376181126, "eta_seconds": 195600.09467299096, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3691153093665933, "fast_rcnn/fg_cls_accuracy": 0.6108508851272774, "iteration": 72619, "loss_box_reg": 0.20819942094385624, "loss_cls": 0.18737774156033993, "loss_mask": 0.24546680971980095, "loss_rpn_cls": 0.041900238022208214, "loss_rpn_loc": 0.06887638964690268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972862518470504, "mask_rcnn/false_negative": 0.09325629730299789, "mask_rcnn/false_positive": 0.14020404511920964, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9555971745867282, "total_loss": 0.733631122217048}
{"data_time": 0.014861049829050899, "eta_seconds": 195629.97492603958, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2920541128906857, "fast_rcnn/fg_cls_accuracy": 0.6850152905198776, "iteration": 72639, "loss_box_reg": 0.19850891828536987, "loss_cls": 0.17218627780675888, "loss_mask": 0.25549960508942604, "loss_rpn_cls": 0.03485254477709532, "loss_rpn_loc": 0.07438116194680333, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030656405074107, "mask_rcnn/false_negative": 0.08887392958610281, "mask_rcnn/false_positive": 0.10648902032466076, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0124593349173665, "total_loss": 0.7371959578886162}
{"data_time": 0.02041246579028666, "eta_seconds": 195741.2105469033, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.30920444033302497, "fast_rcnn/fg_cls_accuracy": 0.6836510263929618, "iteration": 72659, "loss_box_reg": 0.210940545424819, "loss_cls": 0.18343398720026016, "loss_mask": 0.24843097478151321, "loss_rpn_cls": 0.030557133723050356, "loss_rpn_loc": 0.06393902190029621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850510712000081, "mask_rcnn/false_negative": 0.09812866692458544, "mask_rcnn/false_positive": 0.11946052212199607, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0160900519695133, "total_loss": 0.7631833859486505}
{"data_time": 0.026961687952280045, "eta_seconds": 195836.431139512, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33069615806188696, "fast_rcnn/fg_cls_accuracy": 0.6167328042328042, "iteration": 72679, "loss_box_reg": 0.23741396144032478, "loss_cls": 0.19955451413989067, "loss_mask": 0.24955652467906475, "loss_rpn_cls": 0.03397267195396125, "loss_rpn_loc": 0.07807818008586764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880592697605358, "mask_rcnn/false_negative": 0.09128572380491073, "mask_rcnn/false_positive": 0.1389855070978407, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9862510371021926, "total_loss": 0.7977808250579983}
{"data_time": 0.02647537225857377, "eta_seconds": 195966.40437101014, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30414722473709865, "fast_rcnn/fg_cls_accuracy": 0.6606136395660138, "iteration": 72699, "loss_box_reg": 0.245313361287117, "loss_cls": 0.19873528089374304, "loss_mask": 0.25988402031362057, "loss_rpn_cls": 0.03637159918434918, "loss_rpn_loc": 0.08226066711358726, "lr": 0.0001, "mask_rcnn/accuracy": 0.895470757029123, "mask_rcnn/false_negative": 0.09340135883012154, "mask_rcnn/false_positive": 0.12288795252401646, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0204079244285822, "total_loss": 0.8210361114470288}
{"data_time": 0.017401222372427583, "eta_seconds": 195838.30706510693, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.29019454382826476, "fast_rcnn/fg_cls_accuracy": 0.6301937984496124, "iteration": 72719, "loss_box_reg": 0.2321623582392931, "loss_cls": 0.1925679079722613, "loss_mask": 0.23439924605190754, "loss_rpn_cls": 0.03967026784084737, "loss_rpn_loc": 0.08255814597941935, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036875048314781, "mask_rcnn/false_negative": 0.08256862080424603, "mask_rcnn/false_positive": 0.11401426704363357, "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": 0.9735438001807779, "total_loss": 0.770159529405646}
{"data_time": 0.01763294986449182, "eta_seconds": 195785.50283536315, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2905267456104532, "fast_rcnn/fg_cls_accuracy": 0.6699688130618235, "iteration": 72739, "loss_box_reg": 0.21699257753789425, "loss_cls": 0.18073591589927673, "loss_mask": 0.258287625387311, "loss_rpn_cls": 0.04029874177649617, "loss_rpn_loc": 0.07109562424011528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979064894321132, "mask_rcnn/false_negative": 0.09402203462866844, "mask_rcnn/false_positive": 0.11504614677312669, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9758328860625625, "total_loss": 0.7722112431656569}
{"data_time": 0.0219329793471843, "eta_seconds": 195978.90993688256, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3049544176535741, "fast_rcnn/fg_cls_accuracy": 0.6809531166605804, "iteration": 72759, "loss_box_reg": 0.202684186398983, "loss_cls": 0.16759325983002782, "loss_mask": 0.24498489312827587, "loss_rpn_cls": 0.033035569940693676, "loss_rpn_loc": 0.05982119403779507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929644294937211, "mask_rcnn/false_negative": 0.10217218004561851, "mask_rcnn/false_positive": 0.11201735264746845, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0630666660144925, "total_loss": 0.7070211488753557}
{"data_time": 0.028849695110693574, "eta_seconds": 195821.94283084944, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.29095377936670075, "fast_rcnn/fg_cls_accuracy": 0.6653229264945535, "iteration": 72779, "loss_box_reg": 0.23407692275941372, "loss_cls": 0.1919205980375409, "loss_mask": 0.24915084801614285, "loss_rpn_cls": 0.03668379411101341, "loss_rpn_loc": 0.06353230122476816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968466639207566, "mask_rcnn/false_negative": 0.09094444171133692, "mask_rcnn/false_positive": 0.11234458596922302, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9917426109313965, "total_loss": 0.7862594150938094}
{"data_time": 0.022314325207844377, "eta_seconds": 195603.53024369106, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2886330708350992, "fast_rcnn/fg_cls_accuracy": 0.6832537619357096, "iteration": 72799, "loss_box_reg": 0.22652881778776646, "loss_cls": 0.17095632711425424, "loss_mask": 0.23806623183190823, "loss_rpn_cls": 0.03189048438798636, "loss_rpn_loc": 0.0714176376350224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997254826374425, "mask_rcnn/false_negative": 0.08099457027927241, "mask_rcnn/false_positive": 0.12072489719546373, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9702453876379877, "total_loss": 0.7582517436239868}
{"data_time": 0.014518138486891985, "eta_seconds": 195690.0657240115, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3292351804809784, "fast_rcnn/fg_cls_accuracy": 0.633952382096437, "iteration": 72819, "loss_box_reg": 0.22700626496225595, "loss_cls": 0.19392853789031506, "loss_mask": 0.24540560133755207, "loss_rpn_cls": 0.037373397033661604, "loss_rpn_loc": 0.08677550591528416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884184019448647, "mask_rcnn/false_negative": 0.10012434491305244, "mask_rcnn/false_positive": 0.11610680212628416, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.009168985998258, "total_loss": 0.8181548721622676}
{"data_time": 0.013431459898129106, "eta_seconds": 195402.17952855863, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3422106425032728, "fast_rcnn/fg_cls_accuracy": 0.644957437599192, "iteration": 72839, "loss_box_reg": 0.21853919886052608, "loss_cls": 0.17854952719062567, "loss_mask": 0.24317154474556446, "loss_rpn_cls": 0.037903491873294115, "loss_rpn_loc": 0.07945023779757321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913383184604206, "mask_rcnn/false_negative": 0.09292253751875892, "mask_rcnn/false_positive": 0.10994316790808756, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.985123970080167, "total_loss": 0.765169162186794}
{"data_time": 0.015289304312318563, "eta_seconds": 195544.01598499622, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.30854605311647787, "fast_rcnn/fg_cls_accuracy": 0.6368309110244594, "iteration": 72859, "loss_box_reg": 0.23349419608712196, "loss_cls": 0.19059475697577, "loss_mask": 0.24518038146197796, "loss_rpn_cls": 0.037398135173134506, "loss_rpn_loc": 0.07154275430366397, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014922027614652, "mask_rcnn/false_negative": 0.08257772333293632, "mask_rcnn/false_positive": 0.11786953463464153, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9821010630112141, "total_loss": 0.7861843137070537}
{"data_time": 0.016919448506087065, "eta_seconds": 195615.748385787, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3292930813822179, "fast_rcnn/fg_cls_accuracy": 0.6563984925446502, "iteration": 72879, "loss_box_reg": 0.21260283142328262, "loss_cls": 0.16919713653624058, "loss_mask": 0.2402462475001812, "loss_rpn_cls": 0.03534504701383412, "loss_rpn_loc": 0.07121000019833446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964535475520257, "mask_rcnn/false_negative": 0.0892183623282871, "mask_rcnn/false_positive": 0.13457101310235126, "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": 0.9921359743457288, "total_loss": 0.7396033642580733}
{"data_time": 0.012934470316395164, "eta_seconds": 195659.6224783687, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3112127302564859, "fast_rcnn/fg_cls_accuracy": 0.6585265964281126, "iteration": 72899, "loss_box_reg": 0.2326038060709834, "loss_cls": 0.17959298472851515, "loss_mask": 0.2580255903303623, "loss_rpn_cls": 0.03843116608913988, "loss_rpn_loc": 0.07881840597838163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899401179367397, "mask_rcnn/false_negative": 0.100722262498244, "mask_rcnn/false_positive": 0.12390627547647953, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9953445151913911, "total_loss": 0.7948306809412315}
{"data_time": 0.015553342876955867, "eta_seconds": 195484.5017263014, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31873340595003063, "fast_rcnn/fg_cls_accuracy": 0.6611303421648249, "iteration": 72919, "loss_box_reg": 0.21735214814543724, "loss_cls": 0.19460109248757362, "loss_mask": 0.24550231732428074, "loss_rpn_cls": 0.032380650169216096, "loss_rpn_loc": 0.07261612243019044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921874279052295, "mask_rcnn/false_negative": 0.09643051894539355, "mask_rcnn/false_positive": 0.1255345972253656, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9914290010929108, "total_loss": 0.7597462259000167}
{"data_time": 0.015841626096516848, "eta_seconds": 195512.32049783226, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31490384615384615, "fast_rcnn/fg_cls_accuracy": 0.6497604358099238, "iteration": 72939, "loss_box_reg": 0.22588488832116127, "loss_cls": 0.18617069348692894, "loss_mask": 0.24044720456004143, "loss_rpn_cls": 0.03363859257660806, "loss_rpn_loc": 0.06844281521625817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977979434094456, "mask_rcnn/false_negative": 0.07997468099330193, "mask_rcnn/false_positive": 0.1280282598012049, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0077393702231348, "total_loss": 0.7912659392459318}
{"data_time": 0.018424348905682564, "eta_seconds": 195536.35887751356, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.29942684057289826, "fast_rcnn/fg_cls_accuracy": 0.6437159202645928, "iteration": 72959, "loss_box_reg": 0.2271113209426403, "loss_cls": 0.1904666619375348, "loss_mask": 0.24446321092545986, "loss_rpn_cls": 0.03968260111287236, "loss_rpn_loc": 0.07893856964074075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942549392109936, "mask_rcnn/false_negative": 0.09957797800811521, "mask_rcnn/false_positive": 0.12428018478136638, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0045969202183187, "total_loss": 0.7928398866206408}
{"data_time": 0.016411037649959326, "eta_seconds": 195642.64182079583, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3485976408912189, "fast_rcnn/fg_cls_accuracy": 0.6281385281385281, "iteration": 72979, "loss_box_reg": 0.20483365654945374, "loss_cls": 0.16714141331613064, "loss_mask": 0.24045284278690815, "loss_rpn_cls": 0.033666520786937326, "loss_rpn_loc": 0.08772925660014153, "lr": 0.0001, "mask_rcnn/accuracy": 0.891492940459766, "mask_rcnn/false_negative": 0.08148839850621534, "mask_rcnn/false_positive": 0.12756707047160554, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9760210413951427, "total_loss": 0.745341832342092}
{"data_time": 0.0159951476380229, "eta_seconds": 195560.35326351412, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3169037656903766, "fast_rcnn/fg_cls_accuracy": 0.6435653125603553, "iteration": 72999, "loss_box_reg": 0.2178980652242899, "loss_cls": 0.1865255357697606, "loss_mask": 0.24447983875870705, "loss_rpn_cls": 0.033588470541872084, "loss_rpn_loc": 0.07164989574812353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947045032612697, "mask_rcnn/false_negative": 0.08577264014445918, "mask_rcnn/false_positive": 0.1319612078319002, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9839947209693491, "total_loss": 0.721045752405189}
{"data_time": 0.01835757866501808, "eta_seconds": 195476.81674630847, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.33827025956013473, "fast_rcnn/fg_cls_accuracy": 0.6255105060668837, "iteration": 73019, "loss_box_reg": 0.2170724906027317, "loss_cls": 0.1864059753715992, "loss_mask": 0.23938849940896034, "loss_rpn_cls": 0.03871058311779052, "loss_rpn_loc": 0.06435772962868214, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908922944177671, "mask_rcnn/false_negative": 0.09398689932053127, "mask_rcnn/false_positive": 0.11844920221707186, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9773993813432753, "total_loss": 0.7490779564250261}
{"data_time": 0.01939640403725207, "eta_seconds": 195413.1058827415, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37114474929044466, "fast_rcnn/fg_cls_accuracy": 0.5882718153486559, "iteration": 73039, "loss_box_reg": 0.22362710535526276, "loss_cls": 0.1926842462271452, "loss_mask": 0.2526632286608219, "loss_rpn_cls": 0.0384408098179847, "loss_rpn_loc": 0.06476874533109367, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839807828668926, "mask_rcnn/false_negative": 0.10585231327552568, "mask_rcnn/false_positive": 0.12446814818785465, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9713084842078388, "total_loss": 0.801786951138638}
{"data_time": 0.013898469740524888, "eta_seconds": 195437.12199217174, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2905043911302534, "fast_rcnn/fg_cls_accuracy": 0.6985598859315589, "iteration": 73059, "loss_box_reg": 0.2326144129037857, "loss_cls": 0.18717976566404104, "loss_mask": 0.2514931932091713, "loss_rpn_cls": 0.04153068736195564, "loss_rpn_loc": 0.0898298155516386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943937989439962, "mask_rcnn/false_negative": 0.0926195366577092, "mask_rcnn/false_positive": 0.10987605260751852, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0074460457544774, "total_loss": 0.8186421239515767}
{"data_time": 0.01454867678694427, "eta_seconds": 195440.63606134616, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3256436127927598, "fast_rcnn/fg_cls_accuracy": 0.6289998117735636, "iteration": 73079, "loss_box_reg": 0.22528094984591007, "loss_cls": 0.18805305007845163, "loss_mask": 0.2625316958874464, "loss_rpn_cls": 0.0415604782756418, "loss_rpn_loc": 0.0880506313405931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981356330959147, "mask_rcnn/false_negative": 0.08147383064551796, "mask_rcnn/false_positive": 0.1297640664551966, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.00387011654675, "total_loss": 0.8033742989646271}
{"data_time": 0.013417691458016634, "eta_seconds": 195461.08404865954, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3302345873745679, "fast_rcnn/fg_cls_accuracy": 0.6408480840303443, "iteration": 73099, "loss_box_reg": 0.22512882202863693, "loss_cls": 0.17664673831313848, "loss_mask": 0.2468716874718666, "loss_rpn_cls": 0.03342890669591725, "loss_rpn_loc": 0.06389147497247905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886215427213969, "mask_rcnn/false_negative": 0.10798553282190915, "mask_rcnn/false_positive": 0.14057223643238898, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9968051600735635, "total_loss": 0.7379524006973952}
{"data_time": 0.016899022040888667, "eta_seconds": 195503.6205546558, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3340902132870701, "fast_rcnn/fg_cls_accuracy": 0.6367677824267782, "iteration": 73119, "loss_box_reg": 0.23330138809978962, "loss_cls": 0.19499153643846512, "loss_mask": 0.24709655530750751, "loss_rpn_cls": 0.038200091919861734, "loss_rpn_loc": 0.07646946550812572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892413317024048, "mask_rcnn/false_negative": 0.09132944476565952, "mask_rcnn/false_positive": 0.12317071497768292, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9960995914880186, "total_loss": 0.7904657601611689}
{"data_time": 0.01463903789408505, "eta_seconds": 195696.92287574988, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.36177884615384615, "fast_rcnn/fg_cls_accuracy": 0.634005009107468, "iteration": 73139, "loss_box_reg": 0.24943021684885025, "loss_cls": 0.20377970580011606, "loss_mask": 0.24710704386234283, "loss_rpn_cls": 0.040852374164387584, "loss_rpn_loc": 0.07661492703482509, "lr": 0.0001, "mask_rcnn/accuracy": 0.886902510446765, "mask_rcnn/false_negative": 0.09741723684631744, "mask_rcnn/false_positive": 0.1308911838943981, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0080186284612864, "total_loss": 0.8242008227389306}
{"data_time": 0.019346757093444467, "eta_seconds": 195753.8972633332, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3115032679738562, "fast_rcnn/fg_cls_accuracy": 0.6439276485788115, "iteration": 73159, "loss_box_reg": 0.2281284835189581, "loss_cls": 0.18665845459327102, "loss_mask": 0.2505115680396557, "loss_rpn_cls": 0.03268736705649644, "loss_rpn_loc": 0.07206028047949076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784163013180564, "mask_rcnn/false_negative": 0.09959925979017048, "mask_rcnn/false_positive": 0.13263511473697207, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9971880621742457, "total_loss": 0.7695682279299945}
{"data_time": 0.01361252460628748, "eta_seconds": 195824.41705707926, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.27026205450733753, "fast_rcnn/fg_cls_accuracy": 0.6967336683417085, "iteration": 73179, "loss_box_reg": 0.22187144123017788, "loss_cls": 0.18700600136071444, "loss_mask": 0.2378398608416319, "loss_rpn_cls": 0.035036512184888124, "loss_rpn_loc": 0.08192921802401543, "lr": 0.0001, "mask_rcnn/accuracy": 0.9109961114918759, "mask_rcnn/false_negative": 0.08370223220684303, "mask_rcnn/false_positive": 0.10574521156560121, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 1.0069212501402944, "total_loss": 0.7657559677027166}
{"data_time": 0.023965532891452312, "eta_seconds": 195918.46771202981, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3278555187072537, "fast_rcnn/fg_cls_accuracy": 0.6471186760464678, "iteration": 73199, "loss_box_reg": 0.21053286734968424, "loss_cls": 0.1836357545107603, "loss_mask": 0.24578088335692883, "loss_rpn_cls": 0.03640421596355736, "loss_rpn_loc": 0.0866447570733726, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840658345636448, "mask_rcnn/false_negative": 0.09447581199495055, "mask_rcnn/false_positive": 0.12191998910668372, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0108435244765133, "total_loss": 0.7553415425936691}
{"data_time": 0.014542811550199986, "eta_seconds": 195829.79978137184, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2901468889255653, "fast_rcnn/fg_cls_accuracy": 0.6663900865411458, "iteration": 73219, "loss_box_reg": 0.2177748205140233, "loss_cls": 0.18280084384605289, "loss_mask": 0.23487400822341442, "loss_rpn_cls": 0.040281052119098604, "loss_rpn_loc": 0.0698808558518067, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063376867550903, "mask_rcnn/false_negative": 0.0786909612616919, "mask_rcnn/false_positive": 0.11205853514842556, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9842280705925077, "total_loss": 0.7468450887827203}
{"data_time": 0.02386253816075623, "eta_seconds": 195809.89635624923, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2998143564356436, "fast_rcnn/fg_cls_accuracy": 0.6726727184111124, "iteration": 73239, "loss_box_reg": 0.20755358319729567, "loss_cls": 0.17153736855834723, "loss_mask": 0.2395690754055977, "loss_rpn_cls": 0.03917793626897037, "loss_rpn_loc": 0.06987461179960519, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879098482457433, "mask_rcnn/false_negative": 0.09544516935231681, "mask_rcnn/false_positive": 0.11374317327495298, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.990550623042509, "total_loss": 0.7404699602629989}
{"data_time": 0.01388317346572876, "eta_seconds": 195873.55167926755, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30733768143872925, "fast_rcnn/fg_cls_accuracy": 0.6729255651005424, "iteration": 73259, "loss_box_reg": 0.23393776267766953, "loss_cls": 0.17445802129805088, "loss_mask": 0.25352339819073677, "loss_rpn_cls": 0.04448013659566641, "loss_rpn_loc": 0.07149386848323047, "lr": 0.0001, "mask_rcnn/accuracy": 0.892855811932058, "mask_rcnn/false_negative": 0.09990935063941722, "mask_rcnn/false_positive": 0.1246651703471811, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 0.9968948378227651, "total_loss": 0.776250381139107}
{"data_time": 0.015617083292454481, "eta_seconds": 195835.90326711535, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29720459612416394, "fast_rcnn/fg_cls_accuracy": 0.6513969224053258, "iteration": 73279, "loss_box_reg": 0.21763158217072487, "loss_cls": 0.1712928470224142, "loss_mask": 0.2468250934034586, "loss_rpn_cls": 0.03941094933543354, "loss_rpn_loc": 0.07752135302871466, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865620853025298, "mask_rcnn/false_negative": 0.09026704414947098, "mask_rcnn/false_positive": 0.13925808157928202, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9955710633657873, "total_loss": 0.7875985695281997}
{"data_time": 0.014797498472034931, "eta_seconds": 195713.88968548272, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.34777571825764597, "fast_rcnn/fg_cls_accuracy": 0.6332650307361687, "iteration": 73299, "loss_box_reg": 0.23463489022105932, "loss_cls": 0.18586963042616844, "loss_mask": 0.2600352168083191, "loss_rpn_cls": 0.035881077870726585, "loss_rpn_loc": 0.06602093321271241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960587383913039, "mask_rcnn/false_negative": 0.10171953361849982, "mask_rcnn/false_positive": 0.1145651439721843, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9541800098959357, "total_loss": 0.7683810379821807}
{"data_time": 0.02396565000526607, "eta_seconds": 195693.98995089345, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3038696418085731, "fast_rcnn/fg_cls_accuracy": 0.643728813559322, "iteration": 73319, "loss_box_reg": 0.2508559189736843, "loss_cls": 0.19619919173419476, "loss_mask": 0.24158341065049171, "loss_rpn_cls": 0.03432156890630722, "loss_rpn_loc": 0.07687910459935665, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893830609753819, "mask_rcnn/false_negative": 0.10768503991135037, "mask_rcnn/false_positive": 0.12943800582745982, "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": 1.030743841547519, "total_loss": 0.7698388564749621}
{"data_time": 0.015456876484677196, "eta_seconds": 195712.7358718356, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.276288751898508, "fast_rcnn/fg_cls_accuracy": 0.6782321657803044, "iteration": 73339, "loss_box_reg": 0.23513029143214226, "loss_cls": 0.2129523754119873, "loss_mask": 0.24421795457601547, "loss_rpn_cls": 0.037522749276831746, "loss_rpn_loc": 0.08218664187006652, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054140962274333, "mask_rcnn/false_negative": 0.09624790532538166, "mask_rcnn/false_positive": 0.11618938023733584, "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": 1.0107515796553344, "total_loss": 0.8212763688061386}
{"data_time": 0.018178516998887062, "eta_seconds": 195692.83220704645, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.25472657136373955, "fast_rcnn/fg_cls_accuracy": 0.7273578595317726, "iteration": 73359, "loss_box_reg": 0.22210815362632275, "loss_cls": 0.1846287129446864, "loss_mask": 0.24036422837525606, "loss_rpn_cls": 0.03910004592034966, "loss_rpn_loc": 0.0721847228705883, "lr": 0.0001, "mask_rcnn/accuracy": 0.9104544221534768, "mask_rcnn/false_negative": 0.06660027300865126, "mask_rcnn/false_positive": 0.11826043104028718, "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": 1.0531253933440894, "total_loss": 0.7630948044825345}
{"data_time": 0.014815631089732051, "eta_seconds": 195599.9109175522, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3112935634758548, "fast_rcnn/fg_cls_accuracy": 0.6493243243243243, "iteration": 73379, "loss_box_reg": 0.24059711676090956, "loss_cls": 0.19181327801197767, "loss_mask": 0.2466297596693039, "loss_rpn_cls": 0.03809080540668219, "loss_rpn_loc": 0.07471922831609845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955135674913635, "mask_rcnn/false_negative": 0.09199810733925334, "mask_rcnn/false_positive": 0.11227029630535966, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9881158021744341, "total_loss": 0.8121164940530434}
{"data_time": 0.023877586470916867, "eta_seconds": 195607.842191495, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3392990770765777, "fast_rcnn/fg_cls_accuracy": 0.6375131717597471, "iteration": 73399, "loss_box_reg": 0.22230072040110826, "loss_cls": 0.1854827543720603, "loss_mask": 0.2433907799422741, "loss_rpn_cls": 0.04013931448571384, "loss_rpn_loc": 0.08159736241213977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947442438513867, "mask_rcnn/false_negative": 0.0838263894415176, "mask_rcnn/false_positive": 0.11836725564251911, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.0156562821939588, "total_loss": 0.7973259501159191}
{"data_time": 0.014531024964526296, "eta_seconds": 195584.0751590347, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.274157072368421, "fast_rcnn/fg_cls_accuracy": 0.6952752976190476, "iteration": 73419, "loss_box_reg": 0.23889250960201025, "loss_cls": 0.186373854521662, "loss_mask": 0.24328341521322727, "loss_rpn_cls": 0.034759315429255366, "loss_rpn_loc": 0.06702788802795112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973987322201608, "mask_rcnn/false_negative": 0.0956300176642417, "mask_rcnn/false_positive": 0.11762276896237178, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0273253933992237, "total_loss": 0.7527298984932713}
{"data_time": 0.018278912641108036, "eta_seconds": 195642.90826493874, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.328434247599333, "fast_rcnn/fg_cls_accuracy": 0.6406596294511848, "iteration": 73439, "loss_box_reg": 0.22685370221734047, "loss_cls": 0.19072931725531816, "loss_mask": 0.23652477376163006, "loss_rpn_cls": 0.04472089605405927, "loss_rpn_loc": 0.08122122334316373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909194560177012, "mask_rcnn/false_negative": 0.09088270897392664, "mask_rcnn/false_positive": 0.10672510867808412, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0131065214518458, "total_loss": 0.819615822751075}
{"data_time": 0.015746138291433454, "eta_seconds": 195593.31388310064, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.32503301263912465, "fast_rcnn/fg_cls_accuracy": 0.6455645161290322, "iteration": 73459, "loss_box_reg": 0.22103500738739967, "loss_cls": 0.19015265442430973, "loss_mask": 0.2479606196284294, "loss_rpn_cls": 0.03590907226316631, "loss_rpn_loc": 0.07183165161404759, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832464401052382, "mask_rcnn/false_negative": 0.10699328263485244, "mask_rcnn/false_positive": 0.12408154404381613, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9668575124815106, "total_loss": 0.765422593569383}
{"data_time": 0.02097093523479998, "eta_seconds": 195654.4931117352, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3146727467811159, "fast_rcnn/fg_cls_accuracy": 0.6629464285714286, "iteration": 73479, "loss_box_reg": 0.23425519187003374, "loss_cls": 0.17677889205515385, "loss_mask": 0.2580356039106846, "loss_rpn_cls": 0.04231074918061495, "loss_rpn_loc": 0.06645574420690536, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007522093658893, "mask_rcnn/false_negative": 0.08910463839571503, "mask_rcnn/false_positive": 0.11509517635252389, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0000012021046132, "total_loss": 0.7763415422523394}
{"data_time": 0.019013205310329795, "eta_seconds": 195508.34684958681, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.315448717948718, "fast_rcnn/fg_cls_accuracy": 0.6706142506142506, "iteration": 73499, "loss_box_reg": 0.2286708727478981, "loss_cls": 0.20663639530539513, "loss_mask": 0.25496646016836166, "loss_rpn_cls": 0.03852537472266704, "loss_rpn_loc": 0.07155415799934417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990029472673423, "mask_rcnn/false_negative": 0.08673316728692652, "mask_rcnn/false_positive": 0.1025321154413947, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9843876659870148, "total_loss": 0.8069096247199923}
{"data_time": 0.014826786005869508, "eta_seconds": 195263.0205579102, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31483844290861834, "fast_rcnn/fg_cls_accuracy": 0.6585017496250803, "iteration": 73519, "loss_box_reg": 0.22676280979067087, "loss_cls": 0.19235564768314362, "loss_mask": 0.2557203471660614, "loss_rpn_cls": 0.04168891138397157, "loss_rpn_loc": 0.07325390260666609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891263996465208, "mask_rcnn/false_negative": 0.09979201451416539, "mask_rcnn/false_positive": 0.11590584174181365, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9939070090185851, "total_loss": 0.8136056571966037}
{"data_time": 0.018001526594161987, "eta_seconds": 195464.68310989905, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3185544806577898, "fast_rcnn/fg_cls_accuracy": 0.6471695272508281, "iteration": 73539, "loss_box_reg": 0.2291527260094881, "loss_cls": 0.19456103071570396, "loss_mask": 0.2444070391356945, "loss_rpn_cls": 0.035758731071837246, "loss_rpn_loc": 0.07500236900523305, "lr": 0.0001, "mask_rcnn/accuracy": 0.893722667638484, "mask_rcnn/false_negative": 0.08680979965489907, "mask_rcnn/false_positive": 0.12422497825851439, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0036040355917066, "total_loss": 0.7929519686149433}
{"data_time": 0.020525292493402958, "eta_seconds": 195366.865675617, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29474016960101157, "fast_rcnn/fg_cls_accuracy": 0.6822262940907009, "iteration": 73559, "loss_box_reg": 0.23648056015372276, "loss_cls": 0.20535334385931492, "loss_mask": 0.2409546785056591, "loss_rpn_cls": 0.03158635552972555, "loss_rpn_loc": 0.07840300886891782, "lr": 0.0001, "mask_rcnn/accuracy": 0.899862176837138, "mask_rcnn/false_negative": 0.0831239515188627, "mask_rcnn/false_positive": 0.10608766098084588, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9769187490455806, "total_loss": 0.7887539798975922}
{"data_time": 0.016391449607908726, "eta_seconds": 195400.9485424962, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35553463402908536, "fast_rcnn/fg_cls_accuracy": 0.611901559661169, "iteration": 73579, "loss_box_reg": 0.23735467344522476, "loss_cls": 0.20227822475135326, "loss_mask": 0.25327484868466854, "loss_rpn_cls": 0.03688832267653197, "loss_rpn_loc": 0.08099554479122162, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872853903466149, "mask_rcnn/false_negative": 0.10571973469165474, "mask_rcnn/false_positive": 0.1314254379895744, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9813342650886625, "total_loss": 0.8250018239486963}
{"data_time": 0.02461205655708909, "eta_seconds": 195440.32801399007, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3072971272803523, "fast_rcnn/fg_cls_accuracy": 0.6511107273691611, "iteration": 73599, "loss_box_reg": 0.21584642678499222, "loss_cls": 0.1812226353213191, "loss_mask": 0.24589754454791546, "loss_rpn_cls": 0.03878166328649968, "loss_rpn_loc": 0.08691500802524388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907526485151824, "mask_rcnn/false_negative": 0.08172976903200202, "mask_rcnn/false_positive": 0.12072268960600671, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.008736192015931, "total_loss": 0.7989572428632528}
{"data_time": 0.014989856164902449, "eta_seconds": 195472.21576998476, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.32916508778577747, "fast_rcnn/fg_cls_accuracy": 0.6513661776819671, "iteration": 73619, "loss_box_reg": 0.2046132069081068, "loss_cls": 0.17856871150434017, "loss_mask": 0.2414566231891513, "loss_rpn_cls": 0.030057115713134408, "loss_rpn_loc": 0.06692443927749991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938851807846426, "mask_rcnn/false_negative": 0.08615754407582146, "mask_rcnn/false_positive": 0.11834147882129886, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 236.625, "rpn/num_pos_anchors": 19.375, "time": 0.9851987564470619, "total_loss": 0.7458353958791122}
{"data_time": 0.014843365643173456, "eta_seconds": 195443.8414067123, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33496662740478994, "fast_rcnn/fg_cls_accuracy": 0.6259275836886617, "iteration": 73639, "loss_box_reg": 0.24898705445230007, "loss_cls": 0.21046613715589046, "loss_mask": 0.25609276071190834, "loss_rpn_cls": 0.03600998199544847, "loss_rpn_loc": 0.07354635559022427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928031308620952, "mask_rcnn/false_negative": 0.0951142255546115, "mask_rcnn/false_positive": 0.12072390467769911, "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": 0.9922910127788782, "total_loss": 0.8411196443485096}
{"data_time": 0.01975534879602492, "eta_seconds": 195423.93472088967, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.311097336130714, "fast_rcnn/fg_cls_accuracy": 0.6504773179990229, "iteration": 73659, "loss_box_reg": 0.22512595355510712, "loss_cls": 0.18930470757186413, "loss_mask": 0.2516481280326843, "loss_rpn_cls": 0.03579767467454076, "loss_rpn_loc": 0.06717823469080031, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950965831228608, "mask_rcnn/false_negative": 0.0976428638183652, "mask_rcnn/false_positive": 0.12399867429337508, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.021642932901159, "total_loss": 0.8014128061477095}
{"data_time": 0.015062463702633977, "eta_seconds": 195404.02803506702, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.31611361890126777, "fast_rcnn/fg_cls_accuracy": 0.6635877967163069, "iteration": 73679, "loss_box_reg": 0.2149039702489972, "loss_cls": 0.18991019949316978, "loss_mask": 0.22842762060463428, "loss_rpn_cls": 0.03601205913582817, "loss_rpn_loc": 0.0685902169207111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971236571551697, "mask_rcnn/false_negative": 0.0838508426676596, "mask_rcnn/false_positive": 0.10563689301027028, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9905443559400737, "total_loss": 0.7713366920361295}
{"data_time": 0.013519961619749665, "eta_seconds": 195384.12134924438, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.31153181687302045, "fast_rcnn/fg_cls_accuracy": 0.6208670281926871, "iteration": 73699, "loss_box_reg": 0.24407457187771797, "loss_cls": 0.2157671907916665, "loss_mask": 0.24874460138380527, "loss_rpn_cls": 0.039138983469456434, "loss_rpn_loc": 0.07411281252279878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937553272556646, "mask_rcnn/false_negative": 0.08842525429669243, "mask_rcnn/false_positive": 0.12287454868791894, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0050131708849221, "total_loss": 0.8479265277273953}
{"data_time": 0.015044826315715909, "eta_seconds": 195372.67802898772, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.31945767997920815, "fast_rcnn/fg_cls_accuracy": 0.6693509693315178, "iteration": 73719, "loss_box_reg": 0.2276058103889227, "loss_cls": 0.19884163979440928, "loss_mask": 0.2517337203025818, "loss_rpn_cls": 0.036490048631094396, "loss_rpn_loc": 0.06855334062129259, "lr": 0.0001, "mask_rcnn/accuracy": 0.891935429227609, "mask_rcnn/false_negative": 0.09652292132827994, "mask_rcnn/false_positive": 0.11947286968059659, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.980800126446411, "total_loss": 0.7769200240727514}
{"data_time": 0.012295768363401294, "eta_seconds": 195352.7704807883, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2825281385281385, "fast_rcnn/fg_cls_accuracy": 0.6656914893617021, "iteration": 73739, "loss_box_reg": 0.21994769293814898, "loss_cls": 0.18087175861001015, "loss_mask": 0.2438834309577942, "loss_rpn_cls": 0.034224795177578926, "loss_rpn_loc": 0.08383986190892756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912029294410804, "mask_rcnn/false_negative": 0.08992925160475113, "mask_rcnn/false_positive": 0.13036519514485118, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.978047211188823, "total_loss": 0.7618011911399662}
{"data_time": 0.014998030615970492, "eta_seconds": 195366.988985762, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3060030686612965, "fast_rcnn/fg_cls_accuracy": 0.6597413318657127, "iteration": 73759, "loss_box_reg": 0.23959426954388618, "loss_cls": 0.18842360097914934, "loss_mask": 0.24901346303522587, "loss_rpn_cls": 0.032683354162145406, "loss_rpn_loc": 0.09032200882211328, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876369155442594, "mask_rcnn/false_negative": 0.0913473716926726, "mask_rcnn/false_positive": 0.13468780913180156, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0049116520676762, "total_loss": 0.837578073842451}
{"data_time": 0.01579460338689387, "eta_seconds": 195261.20755043346, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.30454545454545456, "fast_rcnn/fg_cls_accuracy": 0.6677585268334804, "iteration": 73779, "loss_box_reg": 0.1974732931703329, "loss_cls": 0.16660558804869652, "loss_mask": 0.22513584233820438, "loss_rpn_cls": 0.038998328440357, "loss_rpn_loc": 0.07196872076019645, "lr": 0.0001, "mask_rcnn/accuracy": 0.910547804221105, "mask_rcnn/false_negative": 0.0771531779948561, "mask_rcnn/false_positive": 0.10631780818362534, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9765723771415651, "total_loss": 0.7003171546966769}
{"data_time": 0.018493570620194077, "eta_seconds": 195374.84042462893, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28467504938093174, "fast_rcnn/fg_cls_accuracy": 0.6517535383391122, "iteration": 73799, "loss_box_reg": 0.23907564394176006, "loss_cls": 0.1916787475347519, "loss_mask": 0.24910357408225536, "loss_rpn_cls": 0.0386319812387228, "loss_rpn_loc": 0.07892509014345706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909620580203287, "mask_rcnn/false_negative": 0.09899717477976458, "mask_rcnn/false_positive": 0.10670465082297949, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.007780315587297, "total_loss": 0.8253045391757041}
{"data_time": 0.025510869221761823, "eta_seconds": 195385.44083275832, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3793673644074391, "fast_rcnn/fg_cls_accuracy": 0.6113977485928705, "iteration": 73819, "loss_box_reg": 0.21251673623919487, "loss_cls": 0.17971840780228376, "loss_mask": 0.23851458355784416, "loss_rpn_cls": 0.03143790317699313, "loss_rpn_loc": 0.06898229755461216, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888294940686365, "mask_rcnn/false_negative": 0.08863828481004855, "mask_rcnn/false_positive": 0.12198224634991069, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0020372923463583, "total_loss": 0.7562615383649245}
{"data_time": 0.019151410786435008, "eta_seconds": 195365.5218358338, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26924717255323183, "fast_rcnn/fg_cls_accuracy": 0.6823756529638882, "iteration": 73839, "loss_box_reg": 0.22804269287735224, "loss_cls": 0.1826201993972063, "loss_mask": 0.24849031306803226, "loss_rpn_cls": 0.034052417147904634, "loss_rpn_loc": 0.08816909394226968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982597661431224, "mask_rcnn/false_negative": 0.08875231717919708, "mask_rcnn/false_positive": 0.1140390876604275, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9902105533983558, "total_loss": 0.7867372569162399}
{"data_time": 0.015514986356720328, "eta_seconds": 195304.57072347868, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3184729064039409, "fast_rcnn/fg_cls_accuracy": 0.6323930369127517, "iteration": 73859, "loss_box_reg": 0.21560012083500624, "loss_cls": 0.18234470672905445, "loss_mask": 0.24021777883172035, "loss_rpn_cls": 0.033094485523179173, "loss_rpn_loc": 0.07539702579379082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941107779107936, "mask_rcnn/false_negative": 0.0864246468438875, "mask_rcnn/false_positive": 0.11633190213011982, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.94394829752855, "total_loss": 0.7599267226178199}
{"data_time": 0.023166473023593426, "eta_seconds": 195373.28538234346, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32578037904124857, "fast_rcnn/fg_cls_accuracy": 0.6423881353783749, "iteration": 73879, "loss_box_reg": 0.22242126520723104, "loss_cls": 0.18116534687578678, "loss_mask": 0.24475660175085068, "loss_rpn_cls": 0.033517250092700124, "loss_rpn_loc": 0.07235523965209723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900695565595119, "mask_rcnn/false_negative": 0.10357626526669789, "mask_rcnn/false_positive": 0.1032057979107476, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0260538596194237, "total_loss": 0.7575432325247675}
{"data_time": 0.018851356580853462, "eta_seconds": 195353.36153109092, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3311507936507937, "fast_rcnn/fg_cls_accuracy": 0.6640873015873016, "iteration": 73899, "loss_box_reg": 0.1828305721282959, "loss_cls": 0.16456702630966902, "loss_mask": 0.24473150447010994, "loss_rpn_cls": 0.032200304442085326, "loss_rpn_loc": 0.06384389312006533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922480538607196, "mask_rcnn/false_negative": 0.09813040729705295, "mask_rcnn/false_positive": 0.11822968933918956, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9922230818774551, "total_loss": 0.7044024990755133}
{"data_time": 0.01808582409285009, "eta_seconds": 195285.84584813565, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3442705781479667, "fast_rcnn/fg_cls_accuracy": 0.6267770419426049, "iteration": 73919, "loss_box_reg": 0.22961811162531376, "loss_cls": 0.18749625887721777, "loss_mask": 0.2541559673845768, "loss_rpn_cls": 0.039428301504813135, "loss_rpn_loc": 0.08158226928208023, "lr": 0.0001, "mask_rcnn/accuracy": 0.884875150799236, "mask_rcnn/false_negative": 0.09980080540000835, "mask_rcnn/false_positive": 0.13435514900725523, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9811647578608245, "total_loss": 0.7669800215517171}
{"data_time": 0.023979004938155413, "eta_seconds": 195265.92685121112, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25561331469508997, "fast_rcnn/fg_cls_accuracy": 0.6991743840643019, "iteration": 73939, "loss_box_reg": 0.21828661765903234, "loss_cls": 0.177355476655066, "loss_mask": 0.23903475515544415, "loss_rpn_cls": 0.034939698060043156, "loss_rpn_loc": 0.06917498400434852, "lr": 0.0001, "mask_rcnn/accuracy": 0.914936796605089, "mask_rcnn/false_negative": 0.07201236713162801, "mask_rcnn/false_positive": 0.10622934954115607, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0210261596366763, "total_loss": 0.7584194480441511}
{"data_time": 0.015989048406481743, "eta_seconds": 195473.29543975182, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.29033619043389436, "fast_rcnn/fg_cls_accuracy": 0.6895174384620381, "iteration": 73959, "loss_box_reg": 0.2222451390698552, "loss_cls": 0.18084363918751478, "loss_mask": 0.24824075773358345, "loss_rpn_cls": 0.032422691758256406, "loss_rpn_loc": 0.0732959161978215, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033348991671271, "mask_rcnn/false_negative": 0.08658880665007797, "mask_rcnn/false_positive": 0.11412553326074965, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0161801853682846, "total_loss": 0.774140797671862}
{"data_time": 0.014222610043361783, "eta_seconds": 195475.613081404, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31209150326797386, "fast_rcnn/fg_cls_accuracy": 0.6175204476969436, "iteration": 73979, "loss_box_reg": 0.2268171552568674, "loss_cls": 0.19098384771496058, "loss_mask": 0.25617058388888836, "loss_rpn_cls": 0.033256764290854335, "loss_rpn_loc": 0.06294198520481586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966482426303855, "mask_rcnn/false_negative": 0.08538061730177549, "mask_rcnn/false_positive": 0.12020014976513547, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9836538687814027, "total_loss": 0.7854054128983989}
{"data_time": 0.018755950732156634, "eta_seconds": 195521.717203781, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.33903219672962354, "fast_rcnn/fg_cls_accuracy": 0.6479024186443603, "iteration": 73999, "loss_box_reg": 0.2139822794124484, "loss_cls": 0.1777972262352705, "loss_mask": 0.23571227118372917, "loss_rpn_cls": 0.03705489065032452, "loss_rpn_loc": 0.07774613588117063, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005484196186836, "mask_rcnn/false_negative": 0.0934535973126991, "mask_rcnn/false_positive": 0.12400528779286331, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.013753614621237, "total_loss": 0.7248772292514332}
{"data_time": 0.019346307031810284, "eta_seconds": 195540.56258649565, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.33811655901350557, "fast_rcnn/fg_cls_accuracy": 0.6528693528693529, "iteration": 74019, "loss_box_reg": 0.20558097213506699, "loss_cls": 0.17017936147749424, "loss_mask": 0.242489293217659, "loss_rpn_cls": 0.033566158497706056, "loss_rpn_loc": 0.06305123050697148, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971268775723151, "mask_rcnn/false_negative": 0.08835480037520463, "mask_rcnn/false_positive": 0.12479850325972533, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9990439764223993, "total_loss": 0.7325723362155259}
{"data_time": 0.019128640415146947, "eta_seconds": 195653.9306426514, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.32922824302134646, "fast_rcnn/fg_cls_accuracy": 0.6322108843537415, "iteration": 74039, "loss_box_reg": 0.2184554385021329, "loss_cls": 0.17019281769171357, "loss_mask": 0.24458279460668564, "loss_rpn_cls": 0.0299406994599849, "loss_rpn_loc": 0.06819970707874745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952594889646518, "mask_rcnn/false_negative": 0.08448233416611046, "mask_rcnn/false_positive": 0.12122042530018581, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0058130426332355, "total_loss": 0.7064985245233402}
{"data_time": 0.01384919905103743, "eta_seconds": 195633.96188059356, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.32702020202020204, "fast_rcnn/fg_cls_accuracy": 0.6635712354690457, "iteration": 74059, "loss_box_reg": 0.2385140173137188, "loss_cls": 0.19767174124717712, "loss_mask": 0.2483138795942068, "loss_rpn_cls": 0.039310327265411615, "loss_rpn_loc": 0.08718669041991234, "lr": 0.0001, "mask_rcnn/accuracy": 0.890160278453074, "mask_rcnn/false_negative": 0.09171925407505543, "mask_rcnn/false_positive": 0.1266443853975906, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0032540555112064, "total_loss": 0.8397576326970011}
{"data_time": 0.021303310291841626, "eta_seconds": 195517.42234323174, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33061072492552135, "fast_rcnn/fg_cls_accuracy": 0.6323489198796828, "iteration": 74079, "loss_box_reg": 0.21338476613163948, "loss_cls": 0.18520202487707138, "loss_mask": 0.24060720205307007, "loss_rpn_cls": 0.031006703269667923, "loss_rpn_loc": 0.054310248349793255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910246900534513, "mask_rcnn/false_negative": 0.09361351941540516, "mask_rcnn/false_positive": 0.1295612288731721, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9935548813082278, "total_loss": 0.7253053893800825}
{"data_time": 0.02320169471204281, "eta_seconds": 195460.74196700938, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3057078865209719, "fast_rcnn/fg_cls_accuracy": 0.6755926463473634, "iteration": 74099, "loss_box_reg": 0.2210513772442937, "loss_cls": 0.18494774773716927, "loss_mask": 0.23282021842896938, "loss_rpn_cls": 0.032475260202772915, "loss_rpn_loc": 0.07239708607085049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934880488286864, "mask_rcnn/false_negative": 0.08695503610890476, "mask_rcnn/false_positive": 0.1056709201242895, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9862529505044222, "total_loss": 0.7678176171611995}
{"data_time": 0.015334851574152708, "eta_seconds": 195477.50453548506, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2828010196431249, "fast_rcnn/fg_cls_accuracy": 0.6883715699505173, "iteration": 74119, "loss_box_reg": 0.1986761149019003, "loss_cls": 0.16931052040308714, "loss_mask": 0.24464205466210842, "loss_rpn_cls": 0.0339299455517903, "loss_rpn_loc": 0.07652632100507617, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938488429559858, "mask_rcnn/false_negative": 0.0978093813773844, "mask_rcnn/false_positive": 0.12055924087300277, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.015538948122412, "total_loss": 0.7455056423787028}
{"data_time": 0.019596335478127003, "eta_seconds": 195449.8570534261, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3375992378532867, "fast_rcnn/fg_cls_accuracy": 0.6311710677382318, "iteration": 74139, "loss_box_reg": 0.22830100171267986, "loss_cls": 0.17813705280423164, "loss_mask": 0.24154895264655352, "loss_rpn_cls": 0.03525200148578733, "loss_rpn_loc": 0.06753735174424946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882301091786233, "mask_rcnn/false_negative": 0.08985596651119801, "mask_rcnn/false_positive": 0.13566637861515585, "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": 0.9932046991307288, "total_loss": 0.7427923830109648}
{"data_time": 0.016684861620888114, "eta_seconds": 195400.87650239468, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2596169653131678, "fast_rcnn/fg_cls_accuracy": 0.6920396323086196, "iteration": 74159, "loss_box_reg": 0.20587813574820757, "loss_cls": 0.1757491510361433, "loss_mask": 0.2413065005093813, "loss_rpn_cls": 0.028819192899391055, "loss_rpn_loc": 0.06556326313875616, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006132167330225, "mask_rcnn/false_negative": 0.08925204310594477, "mask_rcnn/false_positive": 0.11261512277003247, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9798127908725291, "total_loss": 0.7383796514477581}
{"data_time": 0.016340982634574175, "eta_seconds": 195230.5831021769, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3081096917848353, "fast_rcnn/fg_cls_accuracy": 0.6511307565789474, "iteration": 74179, "loss_box_reg": 0.2192087033763528, "loss_cls": 0.18405598402023315, "loss_mask": 0.23751635663211346, "loss_rpn_cls": 0.031698324833996594, "loss_rpn_loc": 0.06259948248043656, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824852387212231, "mask_rcnn/false_negative": 0.0920706682546508, "mask_rcnn/false_positive": 0.14794588579400386, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9762707981280982, "total_loss": 0.7214583348832093}
{"data_time": 0.02472193632274866, "eta_seconds": 195171.9844289124, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.29807665084323476, "fast_rcnn/fg_cls_accuracy": 0.6682900331541386, "iteration": 74199, "loss_box_reg": 0.1987561509013176, "loss_cls": 0.16404586285352707, "loss_mask": 0.23579353280365467, "loss_rpn_cls": 0.031737157492898405, "loss_rpn_loc": 0.07229349622502923, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949498779057864, "mask_rcnn/false_negative": 0.09389034546803807, "mask_rcnn/false_positive": 0.1086676944919428, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0055347399320453, "total_loss": 0.7111808684421703}
{"data_time": 0.017405758146196604, "eta_seconds": 195341.01103777997, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3340435606060606, "fast_rcnn/fg_cls_accuracy": 0.6421338699965138, "iteration": 74219, "loss_box_reg": 0.22038019262254238, "loss_cls": 0.18955759424716234, "loss_mask": 0.23976849019527435, "loss_rpn_cls": 0.037921679904684424, "loss_rpn_loc": 0.07610580197069794, "lr": 0.0001, "mask_rcnn/accuracy": 0.893893509248884, "mask_rcnn/false_negative": 0.08942680750271514, "mask_rcnn/false_positive": 0.11256638448671048, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0320384646765888, "total_loss": 0.7672635144554079}
{"data_time": 0.01318057393655181, "eta_seconds": 195357.75111224502, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.31384430614695924, "fast_rcnn/fg_cls_accuracy": 0.6612328290732047, "iteration": 74239, "loss_box_reg": 0.21564460825175047, "loss_cls": 0.17586045898497105, "loss_mask": 0.24702607467770576, "loss_rpn_cls": 0.03742848336696625, "loss_rpn_loc": 0.06825621426105499, "lr": 0.0001, "mask_rcnn/accuracy": 0.9106326200136258, "mask_rcnn/false_negative": 0.08744081904552656, "mask_rcnn/false_positive": 0.10079584116549256, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.00616320152767, "total_loss": 0.7499688032548875}
{"data_time": 0.023268357617780566, "eta_seconds": 195716.19145436212, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3030791263873971, "fast_rcnn/fg_cls_accuracy": 0.6624597207303974, "iteration": 74259, "loss_box_reg": 0.22623747307807207, "loss_cls": 0.17739118915051222, "loss_mask": 0.23384235613048077, "loss_rpn_cls": 0.03435123083181679, "loss_rpn_loc": 0.06857309158658609, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064370758110559, "mask_rcnn/false_negative": 0.08260222750330808, "mask_rcnn/false_positive": 0.10882241348834548, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0295788166113198, "total_loss": 0.7629168750718236}
{"data_time": 0.01621141191571951, "eta_seconds": 195745.8562898822, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.30042617960426177, "fast_rcnn/fg_cls_accuracy": 0.6692148199821726, "iteration": 74279, "loss_box_reg": 0.22890019230544567, "loss_cls": 0.18140731751918793, "loss_mask": 0.2555994279682636, "loss_rpn_cls": 0.036475685890764, "loss_rpn_loc": 0.07489411579445004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933947882398487, "mask_rcnn/false_negative": 0.08706845304145425, "mask_rcnn/false_positive": 0.12600596194288333, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0031475271098316, "total_loss": 0.7891405255068094}
{"data_time": 0.01363725052215159, "eta_seconds": 195759.11656750832, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.32487614080834415, "fast_rcnn/fg_cls_accuracy": 0.6525070621468927, "iteration": 74299, "loss_box_reg": 0.21757610142230988, "loss_cls": 0.1731814770027995, "loss_mask": 0.23927686922252178, "loss_rpn_cls": 0.02885695663280785, "loss_rpn_loc": 0.06350793433375657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968685763723254, "mask_rcnn/false_negative": 0.09849400053631702, "mask_rcnn/false_positive": 0.10659303683370652, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.981167383491993, "total_loss": 0.7265524007380009}
{"data_time": 0.0192729402333498, "eta_seconds": 195658.34154441953, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3487419393462532, "fast_rcnn/fg_cls_accuracy": 0.5900212494687633, "iteration": 74319, "loss_box_reg": 0.2359054759144783, "loss_cls": 0.18756763450801373, "loss_mask": 0.25054623559117317, "loss_rpn_cls": 0.03412207285873592, "loss_rpn_loc": 0.07983300019986928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831957782254031, "mask_rcnn/false_negative": 0.09494422556554916, "mask_rcnn/false_positive": 0.12047364956870721, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0025208166334778, "total_loss": 0.7975587850669399}
{"data_time": 0.01935966103337705, "eta_seconds": 195094.39392849337, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.32161062582266364, "fast_rcnn/fg_cls_accuracy": 0.6701388888888888, "iteration": 74339, "loss_box_reg": 0.22103745490312576, "loss_cls": 0.1906737070530653, "loss_mask": 0.2355245277285576, "loss_rpn_cls": 0.03552734985714778, "loss_rpn_loc": 0.07608370028901845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974291434943807, "mask_rcnn/false_negative": 0.09015841658895979, "mask_rcnn/false_positive": 0.11130456267849262, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9829083990771323, "total_loss": 0.7646216338034719}
{"data_time": 0.012161281891167164, "eta_seconds": 194956.7183848191, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33183183183183185, "fast_rcnn/fg_cls_accuracy": 0.616942813199105, "iteration": 74359, "loss_box_reg": 0.25169636495411396, "loss_cls": 0.20528931450098753, "loss_mask": 0.24634414725005627, "loss_rpn_cls": 0.03437319700606167, "loss_rpn_loc": 0.07806806871667504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869912100885777, "mask_rcnn/false_negative": 0.0814699094847578, "mask_rcnn/false_positive": 0.12372750832552756, "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": 0.9911942302715033, "total_loss": 0.832887320779264}
{"data_time": 0.01494606351479888, "eta_seconds": 195031.18510084692, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3311602228487045, "fast_rcnn/fg_cls_accuracy": 0.6349038461538461, "iteration": 74379, "loss_box_reg": 0.2132470579817891, "loss_cls": 0.16997592151165009, "loss_mask": 0.2433039229363203, "loss_rpn_cls": 0.033799001947045326, "loss_rpn_loc": 0.06680212169885635, "lr": 0.0001, "mask_rcnn/accuracy": 0.898221070020107, "mask_rcnn/false_negative": 0.09137832602314781, "mask_rcnn/false_positive": 0.11358712975969575, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.003856215858832, "total_loss": 0.7210481629008427}
{"data_time": 0.015545192640274763, "eta_seconds": 195034.56737408414, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3219871794871795, "fast_rcnn/fg_cls_accuracy": 0.647494770484886, "iteration": 74399, "loss_box_reg": 0.21773199178278446, "loss_cls": 0.19402595795691013, "loss_mask": 0.2480894085019827, "loss_rpn_cls": 0.028226762893609703, "loss_rpn_loc": 0.07165467506274581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864219028106418, "mask_rcnn/false_negative": 0.1111441395535053, "mask_rcnn/false_positive": 0.11657896643373779, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0182753358967602, "total_loss": 0.7748392102075741}
{"data_time": 0.013144088676199317, "eta_seconds": 194866.72268754337, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.334281475748194, "fast_rcnn/fg_cls_accuracy": 0.6282238397871711, "iteration": 74419, "loss_box_reg": 0.23587902262806892, "loss_cls": 0.19402930047363043, "loss_mask": 0.24439015612006187, "loss_rpn_cls": 0.03682512743398547, "loss_rpn_loc": 0.06820706883445382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937365331124613, "mask_rcnn/false_negative": 0.08948020150147679, "mask_rcnn/false_positive": 0.12444531710274746, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9734240320976824, "total_loss": 0.8119641122757457}
{"data_time": 0.016901064664125443, "eta_seconds": 194846.79562724195, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2650617800074322, "fast_rcnn/fg_cls_accuracy": 0.7165886993212254, "iteration": 74439, "loss_box_reg": 0.24287873692810535, "loss_cls": 0.20186954643577337, "loss_mask": 0.25519197061657906, "loss_rpn_cls": 0.03649788326583803, "loss_rpn_loc": 0.06569507904350758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995083868966971, "mask_rcnn/false_negative": 0.0987767425514327, "mask_rcnn/false_positive": 0.11289037947878369, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0075933025218546, "total_loss": 0.8085047795902938}
{"data_time": 0.015214735409244895, "eta_seconds": 194951.42590031493, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3241477272727273, "fast_rcnn/fg_cls_accuracy": 0.6354069394854893, "iteration": 74459, "loss_box_reg": 0.22369973175227642, "loss_cls": 0.1900920532643795, "loss_mask": 0.24991782568395138, "loss_rpn_cls": 0.03903772565536201, "loss_rpn_loc": 0.07511885953135788, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915520563874326, "mask_rcnn/false_negative": 0.09701775356805592, "mask_rcnn/false_positive": 0.11688087598134758, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0009021502919495, "total_loss": 0.744821528729517}
{"data_time": 0.01755696372129023, "eta_seconds": 195102.28352114558, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2779094475318732, "fast_rcnn/fg_cls_accuracy": 0.6917354222675443, "iteration": 74479, "loss_box_reg": 0.2374888975173235, "loss_cls": 0.19331421423703432, "loss_mask": 0.23776675947010517, "loss_rpn_cls": 0.04258747631683946, "loss_rpn_loc": 0.09357779985293746, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041837449073538, "mask_rcnn/false_negative": 0.08892060052120279, "mask_rcnn/false_positive": 0.117271752162553, "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": 1.0263351653702557, "total_loss": 0.8057258706539869}
{"data_time": 0.014174936339259148, "eta_seconds": 195148.9826986799, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31973347937203356, "fast_rcnn/fg_cls_accuracy": 0.6654376704140978, "iteration": 74499, "loss_box_reg": 0.21817053481936455, "loss_cls": 0.18102889228612185, "loss_mask": 0.24349967576563358, "loss_rpn_cls": 0.036831553326919675, "loss_rpn_loc": 0.07908301160205156, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944411184292934, "mask_rcnn/false_negative": 0.09158664869967016, "mask_rcnn/false_positive": 0.11221354706220404, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.000903849489987, "total_loss": 0.77740852185525}
{"data_time": 0.020482624182477593, "eta_seconds": 195070.6527969148, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2768181207151499, "fast_rcnn/fg_cls_accuracy": 0.7108333333333334, "iteration": 74519, "loss_box_reg": 0.227926691994071, "loss_cls": 0.1879770141094923, "loss_mask": 0.23299380205571651, "loss_rpn_cls": 0.03357691096607596, "loss_rpn_loc": 0.0799807554576546, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051097711811997, "mask_rcnn/false_negative": 0.08301260081194711, "mask_rcnn/false_positive": 0.10711783447481443, "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": 0.9932284059468657, "total_loss": 0.7702485609333962}
{"data_time": 0.013467036187648773, "eta_seconds": 194924.92415294517, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2993575823380384, "fast_rcnn/fg_cls_accuracy": 0.6909067085953878, "iteration": 74539, "loss_box_reg": 0.22647597827017307, "loss_cls": 0.18119800835847855, "loss_mask": 0.23173195868730545, "loss_rpn_cls": 0.03843210591003299, "loss_rpn_loc": 0.06720595341175795, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971244722297848, "mask_rcnn/false_negative": 0.08166322861308736, "mask_rcnn/false_positive": 0.1129332290813426, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9775778925977647, "total_loss": 0.7610405175946653}
{"data_time": 0.015934875700622797, "eta_seconds": 194984.88744240254, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2872139104105441, "fast_rcnn/fg_cls_accuracy": 0.6798878524542241, "iteration": 74559, "loss_box_reg": 0.21978561952710152, "loss_cls": 0.17956056259572506, "loss_mask": 0.2403273582458496, "loss_rpn_cls": 0.03713273361790925, "loss_rpn_loc": 0.07044384395703673, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000379684840969, "mask_rcnn/false_negative": 0.08696117148642793, "mask_rcnn/false_positive": 0.10957264060492401, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9992288309149444, "total_loss": 0.750220317626372}
{"data_time": 0.013402123004198074, "eta_seconds": 194885.0336537836, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3447499848528126, "fast_rcnn/fg_cls_accuracy": 0.6202525084998756, "iteration": 74579, "loss_box_reg": 0.22998877242207527, "loss_cls": 0.19939656741917133, "loss_mask": 0.2415380496531725, "loss_rpn_cls": 0.033516312134452164, "loss_rpn_loc": 0.08179679373279214, "lr": 0.0001, "mask_rcnn/accuracy": 0.892324823074391, "mask_rcnn/false_negative": 0.09437138918818211, "mask_rcnn/false_positive": 0.1182746940362818, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 0.9862094058189541, "total_loss": 0.7987375602824613}
{"data_time": 0.015137353911995888, "eta_seconds": 194835.14552605338, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35388663967611333, "fast_rcnn/fg_cls_accuracy": 0.6051141202520864, "iteration": 74599, "loss_box_reg": 0.220899673178792, "loss_cls": 0.1841991413384676, "loss_mask": 0.2406636718660593, "loss_rpn_cls": 0.03634755662642419, "loss_rpn_loc": 0.07064660964533687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969520271101862, "mask_rcnn/false_negative": 0.09560679321238803, "mask_rcnn/false_positive": 0.09737252052676182, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0003926404751837, "total_loss": 0.7651779605075717}
{"data_time": 0.013167792465537786, "eta_seconds": 194791.90749925096, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.32733490445207236, "fast_rcnn/fg_cls_accuracy": 0.6302694542554403, "iteration": 74619, "loss_box_reg": 0.2065800717100501, "loss_cls": 0.17506465874612331, "loss_mask": 0.256860688328743, "loss_rpn_cls": 0.035345833748579025, "loss_rpn_loc": 0.07580365869216621, "lr": 0.0001, "mask_rcnn/accuracy": 0.889916750378908, "mask_rcnn/false_negative": 0.1011603523214435, "mask_rcnn/false_positive": 0.11763279311780503, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9889884975273162, "total_loss": 0.7700365455821157}
{"data_time": 0.01566660450771451, "eta_seconds": 194771.96769911796, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3065011805564231, "fast_rcnn/fg_cls_accuracy": 0.6598500055760008, "iteration": 74639, "loss_box_reg": 0.21534196799620986, "loss_cls": 0.17556377779692411, "loss_mask": 0.2477833442389965, "loss_rpn_cls": 0.037062640534713864, "loss_rpn_loc": 0.06666413380298764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886772311082376, "mask_rcnn/false_negative": 0.09241683806398028, "mask_rcnn/false_positive": 0.12614099618465308, "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": 0.9971381234936416, "total_loss": 0.7589367756154388}
{"data_time": 0.017555662896484137, "eta_seconds": 194655.8294706745, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2820582482069115, "fast_rcnn/fg_cls_accuracy": 0.693312710127917, "iteration": 74659, "loss_box_reg": 0.2173853050917387, "loss_cls": 0.18427156191319227, "loss_mask": 0.2426500152796507, "loss_rpn_cls": 0.03565783356316388, "loss_rpn_loc": 0.08527357166167349, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923017410686681, "mask_rcnn/false_negative": 0.09784087792452491, "mask_rcnn/false_positive": 0.12092643950333368, "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": 0.9785443672444671, "total_loss": 0.7512815117370337}
{"data_time": 0.012388060800731182, "eta_seconds": 194732.08809885196, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.30955754999212726, "fast_rcnn/fg_cls_accuracy": 0.6657408109132248, "iteration": 74679, "loss_box_reg": 0.21553664840757847, "loss_cls": 0.17601644527167082, "loss_mask": 0.22685438953340054, "loss_rpn_cls": 0.032595384429441765, "loss_rpn_loc": 0.0631074164994061, "lr": 0.0001, "mask_rcnn/accuracy": 0.901165283793963, "mask_rcnn/false_negative": 0.09782854383748432, "mask_rcnn/false_positive": 0.10430504745890765, "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": 1.0174786567222327, "total_loss": 0.7297666073718574}
{"data_time": 0.015195812098681927, "eta_seconds": 194673.5881458968, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.32961946730966435, "fast_rcnn/fg_cls_accuracy": 0.6493800388126962, "iteration": 74699, "loss_box_reg": 0.2286713756620884, "loss_cls": 0.18521402031183243, "loss_mask": 0.24435875564813614, "loss_rpn_cls": 0.03130621917080134, "loss_rpn_loc": 0.08116648532450199, "lr": 0.0001, "mask_rcnn/accuracy": 0.898580643726584, "mask_rcnn/false_negative": 0.08991043762299952, "mask_rcnn/false_positive": 0.11762294903327519, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0141767866443843, "total_loss": 0.7669109269045293}
{"data_time": 0.012804424157366157, "eta_seconds": 194692.20849858597, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3157678479712378, "fast_rcnn/fg_cls_accuracy": 0.6338899740625701, "iteration": 74719, "loss_box_reg": 0.21827656123787165, "loss_cls": 0.19823567755520344, "loss_mask": 0.24692760035395622, "loss_rpn_cls": 0.03974897647276521, "loss_rpn_loc": 0.07421357743442059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898683547493071, "mask_rcnn/false_negative": 0.08855665043450542, "mask_rcnn/false_positive": 0.12324646914839724, "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": 0.9943400931078941, "total_loss": 0.755875539558474}
{"data_time": 0.01696560508571565, "eta_seconds": 194970.92071062885, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3139753360855298, "fast_rcnn/fg_cls_accuracy": 0.6433457711442786, "iteration": 74739, "loss_box_reg": 0.2508449796587229, "loss_cls": 0.20572338066995144, "loss_mask": 0.26410521380603313, "loss_rpn_cls": 0.04064278397709131, "loss_rpn_loc": 0.096643251250498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895677273799694, "mask_rcnn/false_negative": 0.11173347501304218, "mask_rcnn/false_positive": 0.12749394371564543, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0206723485607654, "total_loss": 0.8345677694305778}
{"data_time": 0.02393651194870472, "eta_seconds": 194785.35317363217, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30656712342369175, "fast_rcnn/fg_cls_accuracy": 0.6785833505539748, "iteration": 74759, "loss_box_reg": 0.23476985841989517, "loss_cls": 0.18881089892238379, "loss_mask": 0.25743708945810795, "loss_rpn_cls": 0.042772822082042694, "loss_rpn_loc": 0.08404818462440744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919165200562984, "mask_rcnn/false_negative": 0.09948175141266982, "mask_rcnn/false_positive": 0.11549617221445771, "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": 0.9987401415128261, "total_loss": 0.7984526460058987}
{"data_time": 0.013833175878971815, "eta_seconds": 194980.5461881496, "fast_rcnn/cls_accuracy": 0.919189453125, "fast_rcnn/false_negative": 0.3604427549194991, "fast_rcnn/fg_cls_accuracy": 0.6261642457235739, "iteration": 74779, "loss_box_reg": 0.23880182206630707, "loss_cls": 0.17662612861022353, "loss_mask": 0.24192439019680023, "loss_rpn_cls": 0.03944673086516559, "loss_rpn_loc": 0.07729551440570503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8770748923868718, "mask_rcnn/false_negative": 0.10188980833744096, "mask_rcnn/false_positive": 0.13741051008755029, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.9862579773180187, "total_loss": 0.8257391379447654}
{"data_time": 0.028786238050088286, "eta_seconds": 194892.17816367745, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27478326422917454, "fast_rcnn/fg_cls_accuracy": 0.7055393586005831, "iteration": 74799, "loss_box_reg": 0.22279206663370132, "loss_cls": 0.1773114916868508, "loss_mask": 0.24327905662357807, "loss_rpn_cls": 0.03491805761586875, "loss_rpn_loc": 0.07071710494346917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854793137689619, "mask_rcnn/false_negative": 0.09816512314618064, "mask_rcnn/false_positive": 0.12236712294034927, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0066993054933846, "total_loss": 0.770599500508979}
{"data_time": 0.023934470489621162, "eta_seconds": 194794.82294743415, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.31546800634584876, "fast_rcnn/fg_cls_accuracy": 0.6375455766647476, "iteration": 74819, "loss_box_reg": 0.24667993187904358, "loss_cls": 0.1913113398477435, "loss_mask": 0.2526675648987293, "loss_rpn_cls": 0.034913136856630445, "loss_rpn_loc": 0.07168316550087184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881669330244994, "mask_rcnn/false_negative": 0.10220349507764133, "mask_rcnn/false_positive": 0.13475363923576286, "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": 0.9942796253599226, "total_loss": 0.7713327414821833}
{"data_time": 0.015773075399920344, "eta_seconds": 194968.40158561245, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3130052899490967, "fast_rcnn/fg_cls_accuracy": 0.650060854525655, "iteration": 74839, "loss_box_reg": 0.21901015378534794, "loss_cls": 0.18329627253115177, "loss_mask": 0.23845912143588066, "loss_rpn_cls": 0.03080904099624604, "loss_rpn_loc": 0.06642175558954477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926705367273906, "mask_rcnn/false_negative": 0.09393387810170509, "mask_rcnn/false_positive": 0.12582265455340413, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.031245284480974, "total_loss": 0.7614129966823384}
{"data_time": 0.014913982013240457, "eta_seconds": 195003.8457188988, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29964246424642466, "fast_rcnn/fg_cls_accuracy": 0.625730208822937, "iteration": 74859, "loss_box_reg": 0.18791675847023726, "loss_cls": 0.17451696936041117, "loss_mask": 0.2373704593628645, "loss_rpn_cls": 0.030731576378457248, "loss_rpn_loc": 0.06318624271079898, "lr": 0.0001, "mask_rcnn/accuracy": 0.903547288981382, "mask_rcnn/false_negative": 0.08725009457184651, "mask_rcnn/false_positive": 0.11872023019400746, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9966033438686281, "total_loss": 0.6940203320700675}
{"data_time": 0.012540869181975722, "eta_seconds": 194928.44085562974, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3004913425021992, "fast_rcnn/fg_cls_accuracy": 0.6691043269087993, "iteration": 74879, "loss_box_reg": 0.21114782709628344, "loss_cls": 0.1765216076746583, "loss_mask": 0.23524569906294346, "loss_rpn_cls": 0.03216554399114102, "loss_rpn_loc": 0.07351881312206388, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025632386016492, "mask_rcnn/false_negative": 0.09349029773477058, "mask_rcnn/false_positive": 0.10842508836309672, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0049350645858794, "total_loss": 0.7453873007325456}
{"data_time": 0.012998130172491074, "eta_seconds": 194937.67901631072, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3131868131868132, "fast_rcnn/fg_cls_accuracy": 0.6499903605166764, "iteration": 74899, "loss_box_reg": 0.22704320959746838, "loss_cls": 0.19587491918355227, "loss_mask": 0.24727928824722767, "loss_rpn_cls": 0.03685624338686466, "loss_rpn_loc": 0.07523951213806868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815167988255581, "mask_rcnn/false_negative": 0.0904244175974922, "mask_rcnn/false_positive": 0.13845120917681034, "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": 1.0014403953682631, "total_loss": 0.7709013373823836}
{"data_time": 0.01536423247307539, "eta_seconds": 194888.48012564704, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3565850329820305, "fast_rcnn/fg_cls_accuracy": 0.606719021733186, "iteration": 74919, "loss_box_reg": 0.22643024660646915, "loss_cls": 0.19179127737879753, "loss_mask": 0.24449341744184494, "loss_rpn_cls": 0.03706836991477758, "loss_rpn_loc": 0.06830706051550806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820046433507391, "mask_rcnn/false_negative": 0.09817429048540541, "mask_rcnn/false_positive": 0.13009191555247707, "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": 0.9766655617859215, "total_loss": 0.7834823008161038}
{"data_time": 0.016523800091817975, "eta_seconds": 194752.39893753547, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2791241417702728, "fast_rcnn/fg_cls_accuracy": 0.6718774123822757, "iteration": 74939, "loss_box_reg": 0.2210993990302086, "loss_cls": 0.17520683724433184, "loss_mask": 0.24950641207396984, "loss_rpn_cls": 0.032582075567916036, "loss_rpn_loc": 0.09659991785883904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999940829687392, "mask_rcnn/false_negative": 0.08807605990838094, "mask_rcnn/false_positive": 0.11710158448500016, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.987422417383641, "total_loss": 0.7884883803781122}
{"data_time": 0.01486743800342083, "eta_seconds": 194585.8189048618, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2945821671331468, "fast_rcnn/fg_cls_accuracy": 0.6935553820799722, "iteration": 74959, "loss_box_reg": 0.2198217585682869, "loss_cls": 0.18161886651068926, "loss_mask": 0.24799028038978577, "loss_rpn_cls": 0.03608259174507111, "loss_rpn_loc": 0.07788390340283513, "lr": 0.0001, "mask_rcnn/accuracy": 0.905338794982953, "mask_rcnn/false_negative": 0.09427620690491641, "mask_rcnn/false_positive": 0.11727111309925375, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0026169358752668, "total_loss": 0.7663163645192981}
{"data_time": 0.023593132151290774, "eta_seconds": 194780.791505035, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31126425169577143, "fast_rcnn/fg_cls_accuracy": 0.6552091852279469, "iteration": 74979, "loss_box_reg": 0.24358640052378178, "loss_cls": 0.1973627395927906, "loss_mask": 0.24778837151825428, "loss_rpn_cls": 0.039978614542633295, "loss_rpn_loc": 0.08675819588825107, "lr": 0.0001, "mask_rcnn/accuracy": 0.882210791109202, "mask_rcnn/false_negative": 0.10654672229917017, "mask_rcnn/false_positive": 0.12037766111140735, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0172751555219293, "total_loss": 0.8335369979031384}
{"data_time": 0.02641185699030757, "eta_seconds": 194837.76221517473, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.32421599169262716, "fast_rcnn/fg_cls_accuracy": 0.6509750566893424, "iteration": 74999, "loss_box_reg": 0.23969465028494596, "loss_cls": 0.19216527789831161, "loss_mask": 0.2639566585421562, "loss_rpn_cls": 0.039583382196724415, "loss_rpn_loc": 0.0692518901778385, "lr": 0.0001, "mask_rcnn/accuracy": 0.8760663515890583, "mask_rcnn/false_negative": 0.08730667408868287, "mask_rcnn/false_positive": 0.15433530269613738, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0206688174512237, "total_loss": 0.8129984671249986}
{"data_time": 0.016884413082152605, "eta_seconds": 194843.95735508297, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.28699556863887166, "fast_rcnn/fg_cls_accuracy": 0.6728377552801537, "iteration": 75019, "loss_box_reg": 0.21962410025298595, "loss_cls": 0.178036168217659, "loss_mask": 0.23929936066269875, "loss_rpn_cls": 0.039370448561385274, "loss_rpn_loc": 0.07976548641454428, "lr": 0.0001, "mask_rcnn/accuracy": 0.891396325766839, "mask_rcnn/false_negative": 0.09053464132137767, "mask_rcnn/false_positive": 0.1195598909414032, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0060843890532851, "total_loss": 0.75497551553417}
{"data_time": 0.013763448456302285, "eta_seconds": 194847.40990156308, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.31523982208687285, "fast_rcnn/fg_cls_accuracy": 0.6793105866324731, "iteration": 75039, "loss_box_reg": 0.198045015335083, "loss_cls": 0.16632945835590363, "loss_mask": 0.23705493286252022, "loss_rpn_cls": 0.03086002543568611, "loss_rpn_loc": 0.07758052996359766, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014312819272494, "mask_rcnn/false_negative": 0.09078433213854294, "mask_rcnn/false_positive": 0.11430647912731777, "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": 1.0108446965459734, "total_loss": 0.7074048137292266}
{"data_time": 0.0177250811830163, "eta_seconds": 194827.42145163473, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3050927807124475, "fast_rcnn/fg_cls_accuracy": 0.6353516186533265, "iteration": 75059, "loss_box_reg": 0.2270354926586151, "loss_cls": 0.1819204301573336, "loss_mask": 0.2473615538328886, "loss_rpn_cls": 0.032808815129101276, "loss_rpn_loc": 0.0752981414552778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867657196170802, "mask_rcnn/false_negative": 0.09784534930701491, "mask_rcnn/false_positive": 0.12196949627263898, "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": 1.0096734911203384, "total_loss": 0.7983816890046}
{"data_time": 0.025987909641116858, "eta_seconds": 194840.07461245172, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2680255171194531, "fast_rcnn/fg_cls_accuracy": 0.7072128474906719, "iteration": 75079, "loss_box_reg": 0.21777499932795763, "loss_cls": 0.19087340962141752, "loss_mask": 0.23501036129891872, "loss_rpn_cls": 0.03161802585236728, "loss_rpn_loc": 0.07162909605540335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958887713692827, "mask_rcnn/false_negative": 0.0968851897195018, "mask_rcnn/false_positive": 0.11693046477797797, "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": 0.9993526320904493, "total_loss": 0.7340929130441509}
{"data_time": 0.015306764049455523, "eta_seconds": 194883.64456628915, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.30958610637961614, "fast_rcnn/fg_cls_accuracy": 0.6537247474747475, "iteration": 75099, "loss_box_reg": 0.2230954561382532, "loss_cls": 0.18464307487010956, "loss_mask": 0.256211644038558, "loss_rpn_cls": 0.04284434288274497, "loss_rpn_loc": 0.10329931322485209, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914886267006803, "mask_rcnn/false_negative": 0.09511024952648844, "mask_rcnn/false_positive": 0.12078039828366394, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9779840523842722, "total_loss": 0.8210873077623546}
{"data_time": 0.014337352244183421, "eta_seconds": 194695.04095561802, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.32490497821451747, "fast_rcnn/fg_cls_accuracy": 0.6485874744724303, "iteration": 75119, "loss_box_reg": 0.22874330170452595, "loss_cls": 0.17334546521306038, "loss_mask": 0.2566645573824644, "loss_rpn_cls": 0.03583214001264423, "loss_rpn_loc": 0.07610689499415457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899352228191411, "mask_rcnn/false_negative": 0.09793690139196719, "mask_rcnn/false_positive": 0.12514427966253877, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9808152969926596, "total_loss": 0.7872254948597401}
{"data_time": 0.015153848100453615, "eta_seconds": 194675.05993745755, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.26749588332157137, "fast_rcnn/fg_cls_accuracy": 0.7075675896430613, "iteration": 75139, "loss_box_reg": 0.1939419424161315, "loss_cls": 0.16750236973166466, "loss_mask": 0.2310800738632679, "loss_rpn_cls": 0.03352639661170542, "loss_rpn_loc": 0.06834562018048018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883250652848383, "mask_rcnn/false_negative": 0.08862507604529621, "mask_rcnn/false_positive": 0.13267589775867125, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.998906088527292, "total_loss": 0.7032351956004277}
{"data_time": 0.016492648515850306, "eta_seconds": 194638.37617280893, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.34195402298850575, "fast_rcnn/fg_cls_accuracy": 0.5992379601338571, "iteration": 75159, "loss_box_reg": 0.23434245772659779, "loss_cls": 0.1979518635198474, "loss_mask": 0.24310529604554176, "loss_rpn_cls": 0.04218487814068794, "loss_rpn_loc": 0.09977482655085623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868608045967019, "mask_rcnn/false_negative": 0.08621115847252503, "mask_rcnn/false_positive": 0.13161733619970967, "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": 0.9869009235408157, "total_loss": 0.8131753301713616}
{"data_time": 0.01795010780915618, "eta_seconds": 194635.0979011366, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3032923352271545, "fast_rcnn/fg_cls_accuracy": 0.6497809940963626, "iteration": 75179, "loss_box_reg": 0.21570180542767048, "loss_cls": 0.17358217854052782, "loss_mask": 0.24206317029893398, "loss_rpn_cls": 0.03899336012545973, "loss_rpn_loc": 0.08067814796231687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929139355933444, "mask_rcnn/false_negative": 0.09140393283258388, "mask_rcnn/false_positive": 0.11123125896686431, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9839235136751086, "total_loss": 0.7485362221486866}
{"data_time": 0.018143679946660995, "eta_seconds": 194637.92861290276, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3742624709458251, "fast_rcnn/fg_cls_accuracy": 0.5751912568306011, "iteration": 75199, "loss_box_reg": 0.21899032313376665, "loss_cls": 0.19212844781577587, "loss_mask": 0.2585791852325201, "loss_rpn_cls": 0.04208942037075758, "loss_rpn_loc": 0.07115829014219344, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884755564787491, "mask_rcnn/false_negative": 0.09251873728837699, "mask_rcnn/false_positive": 0.13081484697613605, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0067911874502897, "total_loss": 0.7668915225658566}
{"data_time": 0.015320682432502508, "eta_seconds": 194541.0858852975, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.27603598014888336, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 75219, "loss_box_reg": 0.20913836732506752, "loss_cls": 0.18193819373846054, "loss_mask": 0.227763794362545, "loss_rpn_cls": 0.03645390830934048, "loss_rpn_loc": 0.05312980222515762, "lr": 0.0001, "mask_rcnn/accuracy": 0.900208150483366, "mask_rcnn/false_negative": 0.08708224538940204, "mask_rcnn/false_positive": 0.10269007449643816, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9938583539333194, "total_loss": 0.7274050459964201}
{"data_time": 0.016081887995824218, "eta_seconds": 194460.46899190173, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3258503401360544, "fast_rcnn/fg_cls_accuracy": 0.636456442831216, "iteration": 75239, "loss_box_reg": 0.22240666020661592, "loss_cls": 0.1949645159766078, "loss_mask": 0.24225285649299622, "loss_rpn_cls": 0.03398739342810586, "loss_rpn_loc": 0.07811918994411826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947223151555704, "mask_rcnn/false_negative": 0.09145979097814819, "mask_rcnn/false_positive": 0.10948793032705567, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9926618470344692, "total_loss": 0.8191865924745798}
{"data_time": 0.020589953055605292, "eta_seconds": 194323.24692424852, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30320634674322067, "fast_rcnn/fg_cls_accuracy": 0.6562654830718415, "iteration": 75259, "loss_box_reg": 0.22192094381898642, "loss_cls": 0.1883960384875536, "loss_mask": 0.256418252363801, "loss_rpn_cls": 0.040989484870806336, "loss_rpn_loc": 0.07982337544672191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920885600512404, "mask_rcnn/false_negative": 0.09194931160987108, "mask_rcnn/false_positive": 0.12448204911598887, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0089961690828204, "total_loss": 0.7941892493981868}
{"data_time": 0.014383638510480523, "eta_seconds": 194217.48297233135, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2461921667430142, "fast_rcnn/fg_cls_accuracy": 0.7478813559322034, "iteration": 75279, "loss_box_reg": 0.24620763026177883, "loss_cls": 0.18826086074113846, "loss_mask": 0.24847456999123096, "loss_rpn_cls": 0.032890539849177, "loss_rpn_loc": 0.07884676475077868, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002571278600334, "mask_rcnn/false_negative": 0.08902215213037915, "mask_rcnn/false_positive": 0.11712466691400761, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9953451193869114, "total_loss": 0.7685231694485992}
{"data_time": 0.019605598878115416, "eta_seconds": 194239.72084473353, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32186085368459905, "fast_rcnn/fg_cls_accuracy": 0.6283421969558042, "iteration": 75299, "loss_box_reg": 0.21533513348549604, "loss_cls": 0.16539376974105835, "loss_mask": 0.24049611762166023, "loss_rpn_cls": 0.030357329116668552, "loss_rpn_loc": 0.059275794541463256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972028178057364, "mask_rcnn/false_negative": 0.08418411518686655, "mask_rcnn/false_positive": 0.1273952458438668, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9928973559290171, "total_loss": 0.7185072794090956}
{"data_time": 0.01626367447897792, "eta_seconds": 194071.08427954838, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2939342403628118, "fast_rcnn/fg_cls_accuracy": 0.6831031408086763, "iteration": 75319, "loss_box_reg": 0.2157699018716812, "loss_cls": 0.18454897915944457, "loss_mask": 0.24720982648432255, "loss_rpn_cls": 0.03923026821576059, "loss_rpn_loc": 0.07736720610409975, "lr": 0.0001, "mask_rcnn/accuracy": 0.89910415696891, "mask_rcnn/false_negative": 0.08952050093841205, "mask_rcnn/false_positive": 0.10302691565875463, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9869938457850367, "total_loss": 0.775073406053707}
{"data_time": 0.022407395765185356, "eta_seconds": 194157.63781529386, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3242321272133585, "fast_rcnn/fg_cls_accuracy": 0.6417681274612522, "iteration": 75339, "loss_box_reg": 0.21165404748171568, "loss_cls": 0.1782703511416912, "loss_mask": 0.24875550344586372, "loss_rpn_cls": 0.03312144137453288, "loss_rpn_loc": 0.06162485247477889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934957762769541, "mask_rcnn/false_negative": 0.10966222502622572, "mask_rcnn/false_positive": 0.11157565129374294, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9645298290997744, "total_loss": 0.7336992399068549}
{"data_time": 0.01832211995497346, "eta_seconds": 194209.05573735014, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.32615502776793104, "fast_rcnn/fg_cls_accuracy": 0.6453525641025641, "iteration": 75359, "loss_box_reg": 0.21781717892736197, "loss_cls": 0.1854024725034833, "loss_mask": 0.24374626390635967, "loss_rpn_cls": 0.03596737823681906, "loss_rpn_loc": 0.0787491521332413, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989710222685433, "mask_rcnn/false_negative": 0.09533770163406863, "mask_rcnn/false_positive": 0.11754724659308671, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0219145955052227, "total_loss": 0.773941652616486}
{"data_time": 0.021565284114331007, "eta_seconds": 194203.50373008754, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.40664497264667043, "fast_rcnn/fg_cls_accuracy": 0.5933550273533296, "iteration": 75379, "loss_box_reg": 0.23663357086479664, "loss_cls": 0.19394890312105417, "loss_mask": 0.25384220480918884, "loss_rpn_cls": 0.04057716764509678, "loss_rpn_loc": 0.10293461824767292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933826727931218, "mask_rcnn/false_negative": 0.09631174769379969, "mask_rcnn/false_positive": 0.11287812031459939, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.021556121762842, "total_loss": 0.8295203950256109}
{"data_time": 0.013320533325895667, "eta_seconds": 194139.95724902488, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3653958394130154, "fast_rcnn/fg_cls_accuracy": 0.5842976126140446, "iteration": 75399, "loss_box_reg": 0.22273452393710613, "loss_cls": 0.19819000829011202, "loss_mask": 0.2415541335940361, "loss_rpn_cls": 0.035923115094192326, "loss_rpn_loc": 0.07278608018532395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990636034679211, "mask_rcnn/false_negative": 0.09628416732105047, "mask_rcnn/false_positive": 0.11469723314928827, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.9961955463513732, "total_loss": 0.7918523359112442}
{"data_time": 0.013513820711523294, "eta_seconds": 193971.3970572967, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3349731663685152, "fast_rcnn/fg_cls_accuracy": 0.6258096613079445, "iteration": 75419, "loss_box_reg": 0.21092635113745928, "loss_cls": 0.17488359101116657, "loss_mask": 0.24620760418474674, "loss_rpn_cls": 0.036373741226270795, "loss_rpn_loc": 0.06541993515565991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8737146604542894, "mask_rcnn/false_negative": 0.09909192885769345, "mask_rcnn/false_positive": 0.1413920251077391, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.981376115931198, "total_loss": 0.7229815721511841}
{"data_time": 0.019855571445077658, "eta_seconds": 193918.43861103058, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3367074940108648, "fast_rcnn/fg_cls_accuracy": 0.6532941781560566, "iteration": 75439, "loss_box_reg": 0.21675828471779823, "loss_cls": 0.19117864966392517, "loss_mask": 0.23801137693226337, "loss_rpn_cls": 0.04200696980115026, "loss_rpn_loc": 0.0738248466514051, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946950079373854, "mask_rcnn/false_negative": 0.09471937055201987, "mask_rcnn/false_positive": 0.12276253359462344, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9952186164446175, "total_loss": 0.7703024065122008}
{"data_time": 0.013826323440298438, "eta_seconds": 193772.3855154682, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3224365658672228, "fast_rcnn/fg_cls_accuracy": 0.6280788177339902, "iteration": 75459, "loss_box_reg": 0.2140771565027535, "loss_cls": 0.17956171557307243, "loss_mask": 0.2454164158552885, "loss_rpn_cls": 0.0323463527020067, "loss_rpn_loc": 0.07298976078163832, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875082213396278, "mask_rcnn/false_negative": 0.09031352887940336, "mask_rcnn/false_positive": 0.13075921386885567, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9824894710909575, "total_loss": 0.8024770714109764}
{"data_time": 0.015229206066578627, "eta_seconds": 193591.14013558254, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3317160137208882, "fast_rcnn/fg_cls_accuracy": 0.6448817476078714, "iteration": 75479, "loss_box_reg": 0.20286102313548326, "loss_cls": 0.18209113366901875, "loss_mask": 0.23248018510639668, "loss_rpn_cls": 0.032934852002654225, "loss_rpn_loc": 0.07645640918053687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959948288525936, "mask_rcnn/false_negative": 0.09134625647137651, "mask_rcnn/false_positive": 0.12463513595775069, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9669577234890312, "total_loss": 0.7449753485852852}
{"data_time": 0.013287544017657638, "eta_seconds": 193307.12934560142, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3338744588744589, "fast_rcnn/fg_cls_accuracy": 0.6413449717236293, "iteration": 75499, "loss_box_reg": 0.22569390013813972, "loss_cls": 0.19461079686880112, "loss_mask": 0.24326770193874836, "loss_rpn_cls": 0.03533567255362868, "loss_rpn_loc": 0.08556472579948604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846753460443645, "mask_rcnn/false_negative": 0.09113477487920206, "mask_rcnn/false_positive": 0.1255465436963159, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.949860192136839, "total_loss": 0.7838931009173393}
{"data_time": 0.015150176826864481, "eta_seconds": 193245.36775866523, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3507579285789403, "fast_rcnn/fg_cls_accuracy": 0.6125053625053625, "iteration": 75519, "loss_box_reg": 0.20711059495806694, "loss_cls": 0.1683694552630186, "loss_mask": 0.24557098373770714, "loss_rpn_cls": 0.03546050225850195, "loss_rpn_loc": 0.08929522894322872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849538906174932, "mask_rcnn/false_negative": 0.09470503913811833, "mask_rcnn/false_positive": 0.13145007436002992, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9767733265180141, "total_loss": 0.7497753888601437}
{"data_time": 0.013695528032258153, "eta_seconds": 193401.798122786, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27008203913310525, "fast_rcnn/fg_cls_accuracy": 0.7059023527811777, "iteration": 75539, "loss_box_reg": 0.21430188789963722, "loss_cls": 0.18290025740861893, "loss_mask": 0.2427760623395443, "loss_rpn_cls": 0.03631825651973486, "loss_rpn_loc": 0.06440951395779848, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936697103204627, "mask_rcnn/false_negative": 0.0972464997962662, "mask_rcnn/false_positive": 0.11286160611440957, "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": 0.9681240690406412, "total_loss": 0.7564028664492071}
{"data_time": 0.024687783094123006, "eta_seconds": 193381.90695770085, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3576345755693582, "fast_rcnn/fg_cls_accuracy": 0.6298161672122891, "iteration": 75559, "loss_box_reg": 0.21434691175818443, "loss_cls": 0.18118868209421635, "loss_mask": 0.24672753177583218, "loss_rpn_cls": 0.031155341304838657, "loss_rpn_loc": 0.07983375433832407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922228208053408, "mask_rcnn/false_negative": 0.09319008300001413, "mask_rcnn/false_positive": 0.12646601548341582, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9987538943532854, "total_loss": 0.7648030365817249}
{"data_time": 0.01565629756078124, "eta_seconds": 193424.4201989984, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28677168873247305, "fast_rcnn/fg_cls_accuracy": 0.6722901886300579, "iteration": 75579, "loss_box_reg": 0.23412869777530432, "loss_cls": 0.1966550024226308, "loss_mask": 0.2560563087463379, "loss_rpn_cls": 0.04004823789000511, "loss_rpn_loc": 0.08312874473631382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984944534209536, "mask_rcnn/false_negative": 0.07832679459408586, "mask_rcnn/false_positive": 0.12527807905932847, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9928443040698767, "total_loss": 0.8148104681167752}
{"data_time": 0.01697384286671877, "eta_seconds": 193450.39525330067, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.32961309523809523, "fast_rcnn/fg_cls_accuracy": 0.6249812212685408, "iteration": 75599, "loss_box_reg": 0.22177720069885254, "loss_cls": 0.18357461132109165, "loss_mask": 0.2455625981092453, "loss_rpn_cls": 0.037576798640657216, "loss_rpn_loc": 0.07823846722021699, "lr": 0.0001, "mask_rcnn/accuracy": 0.883644438506628, "mask_rcnn/false_negative": 0.09404537497177266, "mask_rcnn/false_positive": 0.14448046143102727, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.000919436570257, "total_loss": 0.7567921599838883}
{"data_time": 0.019561578519642353, "eta_seconds": 193384.6250297362, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32605694153494574, "fast_rcnn/fg_cls_accuracy": 0.6572444878896492, "iteration": 75619, "loss_box_reg": 0.22726460173726082, "loss_cls": 0.1861294824630022, "loss_mask": 0.2688680477440357, "loss_rpn_cls": 0.038633362390100956, "loss_rpn_loc": 0.08296167431399226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809957548205656, "mask_rcnn/false_negative": 0.11524633825239383, "mask_rcnn/false_positive": 0.13273650305845186, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9650297884363681, "total_loss": 0.8097691899165511}
{"data_time": 0.02987934835255146, "eta_seconds": 193364.7274451051, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3160542379424325, "fast_rcnn/fg_cls_accuracy": 0.6418747355057131, "iteration": 75639, "loss_box_reg": 0.24108921736478806, "loss_cls": 0.19654661417007446, "loss_mask": 0.2486636769026518, "loss_rpn_cls": 0.035566137405112386, "loss_rpn_loc": 0.06705356319434941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837650451923009, "mask_rcnn/false_negative": 0.11097329059651098, "mask_rcnn/false_positive": 0.12503050895544734, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9905677323695272, "total_loss": 0.822356247343123}
{"data_time": 0.013721898198127747, "eta_seconds": 193411.99966044165, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3517648412129578, "fast_rcnn/fg_cls_accuracy": 0.6190334447650013, "iteration": 75659, "loss_box_reg": 0.2367522493004799, "loss_cls": 0.19121502432972193, "loss_mask": 0.25398031435906887, "loss_rpn_cls": 0.04051248944597319, "loss_rpn_loc": 0.08086347312200814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783959541430386, "mask_rcnn/false_negative": 0.09926836388138643, "mask_rcnn/false_positive": 0.13559091667270984, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9980055969208479, "total_loss": 0.780082362354733}
{"data_time": 0.014858638634905219, "eta_seconds": 193370.78603714705, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34165834165834164, "fast_rcnn/fg_cls_accuracy": 0.6086916776363902, "iteration": 75679, "loss_box_reg": 0.2382857222110033, "loss_cls": 0.19789496809244156, "loss_mask": 0.2478233426809311, "loss_rpn_cls": 0.03420561394887045, "loss_rpn_loc": 0.07653583469800651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867470727342583, "mask_rcnn/false_negative": 0.09999383739049965, "mask_rcnn/false_positive": 0.1245443063832116, "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": 1.0227256149519235, "total_loss": 0.8335688370279968}
{"data_time": 0.016306843142956495, "eta_seconds": 193300.58086700737, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.34607438016528924, "fast_rcnn/fg_cls_accuracy": 0.6336143449752443, "iteration": 75699, "loss_box_reg": 0.2538029169663787, "loss_cls": 0.1907138004899025, "loss_mask": 0.2598320562392473, "loss_rpn_cls": 0.03424005542183295, "loss_rpn_loc": 0.08364925696514547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889014842210249, "mask_rcnn/false_negative": 0.09806968799208565, "mask_rcnn/false_positive": 0.1195653785857562, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9935708774719387, "total_loss": 0.8449591626413167}
{"data_time": 0.020777829689905047, "eta_seconds": 193222.77763701975, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3477032771150418, "fast_rcnn/fg_cls_accuracy": 0.6423521981827812, "iteration": 75719, "loss_box_reg": 0.19999759085476398, "loss_cls": 0.16817789524793625, "loss_mask": 0.24201840534806252, "loss_rpn_cls": 0.03136209142394364, "loss_rpn_loc": 0.06985353177879006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921876114956472, "mask_rcnn/false_negative": 0.09102187496534345, "mask_rcnn/false_positive": 0.10407085515107062, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9794624869246036, "total_loss": 0.7212622528895736}
{"data_time": 0.019428972620517015, "eta_seconds": 193114.63902257383, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3247955474784189, "fast_rcnn/fg_cls_accuracy": 0.6340132827324478, "iteration": 75739, "loss_box_reg": 0.23890160210430622, "loss_cls": 0.19036455731838942, "loss_mask": 0.2502966318279505, "loss_rpn_cls": 0.03139051957987249, "loss_rpn_loc": 0.07875083619728684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915975087760621, "mask_rcnn/false_negative": 0.08094891917485342, "mask_rcnn/false_positive": 0.11776188316986866, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.008400906343013, "total_loss": 0.8212460409849882}
{"data_time": 0.013203056994825602, "eta_seconds": 193017.89932079613, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3198502712631894, "fast_rcnn/fg_cls_accuracy": 0.6363147998925598, "iteration": 75759, "loss_box_reg": 0.2390325115993619, "loss_cls": 0.20485412888228893, "loss_mask": 0.2589124944061041, "loss_rpn_cls": 0.03920873999595642, "loss_rpn_loc": 0.08053808193653822, "lr": 0.0001, "mask_rcnn/accuracy": 0.884330019776171, "mask_rcnn/false_negative": 0.09006957595705392, "mask_rcnn/false_positive": 0.13230925271844463, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9600806599482894, "total_loss": 0.8530850843526423}
{"data_time": 0.015210367506369948, "eta_seconds": 192998.02515488584, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.328659793814433, "fast_rcnn/fg_cls_accuracy": 0.6614054803370031, "iteration": 75779, "loss_box_reg": 0.22899683937430382, "loss_cls": 0.1904069548472762, "loss_mask": 0.257831409573555, "loss_rpn_cls": 0.03730957210063934, "loss_rpn_loc": 0.07957376819103956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817270007273776, "mask_rcnn/false_negative": 0.10241424002371116, "mask_rcnn/false_positive": 0.1272676213546934, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9938465210143477, "total_loss": 0.818671339773573}
{"data_time": 0.01554343500174582, "eta_seconds": 192922.19699877314, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3049698019087667, "fast_rcnn/fg_cls_accuracy": 0.6696638717269785, "iteration": 75799, "loss_box_reg": 0.2512654699385166, "loss_cls": 0.2017651665955782, "loss_mask": 0.24895198084414005, "loss_rpn_cls": 0.03790791193023324, "loss_rpn_loc": 0.06526257609948516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904742555395946, "mask_rcnn/false_negative": 0.09970289735028147, "mask_rcnn/false_positive": 0.11763186709742128, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9869093550369143, "total_loss": 0.8449825037096161}
{"data_time": 0.016305010532960296, "eta_seconds": 192915.4478035029, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2965469110328923, "fast_rcnn/fg_cls_accuracy": 0.6743682673915232, "iteration": 75819, "loss_box_reg": 0.24208817072212696, "loss_cls": 0.19059257209300995, "loss_mask": 0.24964047595858574, "loss_rpn_cls": 0.032773999497294426, "loss_rpn_loc": 0.06741462531499565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880579302699438, "mask_rcnn/false_negative": 0.09711275263576952, "mask_rcnn/false_positive": 0.12268570888592154, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9993075826205313, "total_loss": 0.7749148774892092}
{"data_time": 0.016735773999243975, "eta_seconds": 192840.60553215444, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.31896446078431373, "fast_rcnn/fg_cls_accuracy": 0.6352375565610859, "iteration": 75839, "loss_box_reg": 0.22842804715037346, "loss_cls": 0.18693131441250443, "loss_mask": 0.23910528793931007, "loss_rpn_cls": 0.030862949788570404, "loss_rpn_loc": 0.06948593189008534, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004266097740223, "mask_rcnn/false_negative": 0.08721877182729415, "mask_rcnn/false_positive": 0.11491439298827605, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 235.625, "rpn/num_pos_anchors": 20.375, "time": 0.9832586729899049, "total_loss": 0.7973337183939293}
{"data_time": 0.016015826491639018, "eta_seconds": 192798.68407526985, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3024735590014045, "fast_rcnn/fg_cls_accuracy": 0.6800919919801863, "iteration": 75859, "loss_box_reg": 0.22677480429410934, "loss_cls": 0.19076277129352093, "loss_mask": 0.25650607980787754, "loss_rpn_cls": 0.0342131489305757, "loss_rpn_loc": 0.06133569241501391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905770508522644, "mask_rcnn/false_negative": 0.09088979096510363, "mask_rcnn/false_positive": 0.1170905809504739, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9943867635447532, "total_loss": 0.7546238533686846}
{"data_time": 0.019112655892968178, "eta_seconds": 192800.87734807283, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3401491702079289, "fast_rcnn/fg_cls_accuracy": 0.6383010466397356, "iteration": 75879, "loss_box_reg": 0.22798347938805819, "loss_cls": 0.1887264559045434, "loss_mask": 0.23664280027151108, "loss_rpn_cls": 0.035029385588131845, "loss_rpn_loc": 0.06716243643313646, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888332114658203, "mask_rcnn/false_negative": 0.10142503959365468, "mask_rcnn/false_positive": 0.1211385741538642, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0066579526755959, "total_loss": 0.759947034297511}
{"data_time": 0.01994799100793898, "eta_seconds": 192781.01325603202, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26926948412404705, "fast_rcnn/fg_cls_accuracy": 0.70504816955684, "iteration": 75899, "loss_box_reg": 0.21470268070697784, "loss_cls": 0.17775298561900854, "loss_mask": 0.24832409620285034, "loss_rpn_cls": 0.03540524048730731, "loss_rpn_loc": 0.07681443355977535, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945807758772478, "mask_rcnn/false_negative": 0.09530229387456847, "mask_rcnn/false_positive": 0.12164474215998483, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0072131236083806, "total_loss": 0.736611224943772}
{"data_time": 0.01409104559570551, "eta_seconds": 192781.51714522392, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.34067323481116585, "fast_rcnn/fg_cls_accuracy": 0.6402247191011237, "iteration": 75919, "loss_box_reg": 0.2347542718052864, "loss_cls": 0.20676579885184765, "loss_mask": 0.24939695559442043, "loss_rpn_cls": 0.04242031124886125, "loss_rpn_loc": 0.08892241702415049, "lr": 0.0001, "mask_rcnn/accuracy": 0.88535139632382, "mask_rcnn/false_negative": 0.0968506381648434, "mask_rcnn/false_positive": 0.12291066130795175, "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": 0.9696454650256783, "total_loss": 0.8325673709623516}
{"data_time": 0.01563203427940607, "eta_seconds": 192769.9261513492, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36274777853725226, "fast_rcnn/fg_cls_accuracy": 0.5712545252018937, "iteration": 75939, "loss_box_reg": 0.23942356929183006, "loss_cls": 0.18768769688904285, "loss_mask": 0.25501648150384426, "loss_rpn_cls": 0.038146421778947115, "loss_rpn_loc": 0.08903136383742094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887119767368554, "mask_rcnn/false_negative": 0.10236908215526876, "mask_rcnn/false_positive": 0.11973211866364464, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0051976758986712, "total_loss": 0.8120371226686984}
{"data_time": 0.01887637237086892, "eta_seconds": 192721.4209799096, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3138460931230018, "fast_rcnn/fg_cls_accuracy": 0.6570879700595227, "iteration": 75959, "loss_box_reg": 0.23217980563640594, "loss_cls": 0.1891003828495741, "loss_mask": 0.25602870993316174, "loss_rpn_cls": 0.03819372510770336, "loss_rpn_loc": 0.0717331359628588, "lr": 0.0001, "mask_rcnn/accuracy": 0.885987854116882, "mask_rcnn/false_negative": 0.09473541956045362, "mask_rcnn/false_positive": 0.11706074577990522, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9832440314348787, "total_loss": 0.8107038256712258}
{"data_time": 0.018470801413059235, "eta_seconds": 192679.51315691695, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3423861852433281, "fast_rcnn/fg_cls_accuracy": 0.6305626417233561, "iteration": 75979, "loss_box_reg": 0.23842273093760014, "loss_cls": 0.19129883963614702, "loss_mask": 0.26422207057476044, "loss_rpn_cls": 0.03764149337075651, "loss_rpn_loc": 0.07425679010339081, "lr": 0.0001, "mask_rcnn/accuracy": 0.883457148655838, "mask_rcnn/false_negative": 0.08784791279346012, "mask_rcnn/false_positive": 0.1326037815619893, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0199645825196058, "total_loss": 0.8222519773989916}
{"data_time": 0.01644210540689528, "eta_seconds": 192630.2043972537, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33425526173772263, "fast_rcnn/fg_cls_accuracy": 0.6297219212712171, "iteration": 75999, "loss_box_reg": 0.22798332292586565, "loss_cls": 0.186434680595994, "loss_mask": 0.24697327986359596, "loss_rpn_cls": 0.032743784599006176, "loss_rpn_loc": 0.08699899073690176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953224458141971, "mask_rcnn/false_negative": 0.08645483178222163, "mask_rcnn/false_positive": 0.1080578499573461, "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": 0.9842045144177973, "total_loss": 0.773188449209556}
{"data_time": 0.02429936360567808, "eta_seconds": 192529.49648221023, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2751045001467895, "fast_rcnn/fg_cls_accuracy": 0.6912017167381974, "iteration": 76019, "loss_box_reg": 0.22588732466101646, "loss_cls": 0.17726698238402605, "loss_mask": 0.24267467483878136, "loss_rpn_cls": 0.033490248839370906, "loss_rpn_loc": 0.062112946063280106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903953358752139, "mask_rcnn/false_negative": 0.09196360083046651, "mask_rcnn/false_positive": 0.12366107569552427, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9757242454215884, "total_loss": 0.7537449393421412}
{"data_time": 0.018437174847349524, "eta_seconds": 192434.11540277302, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30441694759423843, "fast_rcnn/fg_cls_accuracy": 0.6580118273345366, "iteration": 76039, "loss_box_reg": 0.2292160652577877, "loss_cls": 0.18672117497771978, "loss_mask": 0.2417522557079792, "loss_rpn_cls": 0.03767166915349662, "loss_rpn_loc": 0.06545599619857967, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042587474659756, "mask_rcnn/false_negative": 0.09104733490680225, "mask_rcnn/false_positive": 0.10488199016811489, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0030244814697653, "total_loss": 0.790213115978986}
{"data_time": 0.017913733143359423, "eta_seconds": 192489.79558593594, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.27335171518936013, "fast_rcnn/fg_cls_accuracy": 0.700098814229249, "iteration": 76059, "loss_box_reg": 0.2089942181482911, "loss_cls": 0.179614020511508, "loss_mask": 0.23525197990238667, "loss_rpn_cls": 0.03344326373189688, "loss_rpn_loc": 0.06912569655105472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977104597819989, "mask_rcnn/false_negative": 0.08962922070695584, "mask_rcnn/false_positive": 0.09138859865146787, "roi_head/num_bg_samples": 460.125, "roi_head/num_fg_samples": 51.875, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 1.0147256350610405, "total_loss": 0.7460495427949354}
{"data_time": 0.016703007509931922, "eta_seconds": 192469.9451377988, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3604191306918983, "fast_rcnn/fg_cls_accuracy": 0.6301929331756357, "iteration": 76079, "loss_box_reg": 0.2368018552660942, "loss_cls": 0.2017879504710436, "loss_mask": 0.24446050077676773, "loss_rpn_cls": 0.03795158979482949, "loss_rpn_loc": 0.07048401772044599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928109007953635, "mask_rcnn/false_negative": 0.08314448348506545, "mask_rcnn/false_positive": 0.12472649458252721, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0197966350242496, "total_loss": 0.788779461174272}
{"data_time": 0.01960289548151195, "eta_seconds": 192552.99745830707, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.33053313508920984, "fast_rcnn/fg_cls_accuracy": 0.6430869487324953, "iteration": 76099, "loss_box_reg": 0.24789060465991497, "loss_cls": 0.19693837966769934, "loss_mask": 0.24605547077953815, "loss_rpn_cls": 0.03418801166117191, "loss_rpn_loc": 0.07704965944867581, "lr": 0.0001, "mask_rcnn/accuracy": 0.887292633000492, "mask_rcnn/false_negative": 0.0954252003004988, "mask_rcnn/false_positive": 0.13171173031849326, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 0.999171482399106, "total_loss": 0.8033857019618154}
{"data_time": 0.016037219436839223, "eta_seconds": 192591.12275700085, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3254042705262218, "fast_rcnn/fg_cls_accuracy": 0.6500527618077288, "iteration": 76119, "loss_box_reg": 0.2401050589978695, "loss_cls": 0.19341356121003628, "loss_mask": 0.2536940835416317, "loss_rpn_cls": 0.035341820504982024, "loss_rpn_loc": 0.07596563245169818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935439846171659, "mask_rcnn/false_negative": 0.09219153594187349, "mask_rcnn/false_positive": 0.11963633759026471, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9996850059833378, "total_loss": 0.8197385463863611}
{"data_time": 0.01729675871320069, "eta_seconds": 192562.98904458527, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.311251198112512, "fast_rcnn/fg_cls_accuracy": 0.658090730184582, "iteration": 76139, "loss_box_reg": 0.22224306501448154, "loss_cls": 0.1855082493275404, "loss_mask": 0.2403923124074936, "loss_rpn_cls": 0.03622206673026085, "loss_rpn_loc": 0.07937776576727629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901745221898283, "mask_rcnn/false_negative": 0.09960316269418118, "mask_rcnn/false_positive": 0.10641014459731671, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.989976542070508, "total_loss": 0.8053653917158954}
{"data_time": 0.01612507738173008, "eta_seconds": 192520.04177222028, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33594470046082947, "fast_rcnn/fg_cls_accuracy": 0.6629464285714286, "iteration": 76159, "loss_box_reg": 0.2302846279926598, "loss_cls": 0.18361924588680267, "loss_mask": 0.2433815412223339, "loss_rpn_cls": 0.03658697288483381, "loss_rpn_loc": 0.08553589362418279, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922328866517706, "mask_rcnn/false_negative": 0.08277342622618626, "mask_rcnn/false_positive": 0.12905569378318646, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9728637770749629, "total_loss": 0.7925433078198694}
{"data_time": 0.017870256444439292, "eta_seconds": 192489.89418780897, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3042773914677692, "fast_rcnn/fg_cls_accuracy": 0.6666759156492785, "iteration": 76179, "loss_box_reg": 0.21514188405126333, "loss_cls": 0.18676522560417652, "loss_mask": 0.241307670250535, "loss_rpn_cls": 0.03550816129427403, "loss_rpn_loc": 0.0768411576282233, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061968048288955, "mask_rcnn/false_negative": 0.08671399813882183, "mask_rcnn/false_positive": 0.0952044496445956, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.9626546904910356, "total_loss": 0.7899435190483928}
{"data_time": 0.016245111357420683, "eta_seconds": 192442.77875558473, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3354476939706942, "fast_rcnn/fg_cls_accuracy": 0.6333992832611617, "iteration": 76199, "loss_box_reg": 0.21462217345833778, "loss_cls": 0.18807170493528247, "loss_mask": 0.24886205606162548, "loss_rpn_cls": 0.046864014118909836, "loss_rpn_loc": 0.08952183206565678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928891363085265, "mask_rcnn/false_negative": 0.09205516747017828, "mask_rcnn/false_positive": 0.12223466919277887, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9853743030689657, "total_loss": 0.7789551903260872}
{"data_time": 0.015622243518009782, "eta_seconds": 192433.83108546026, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2803672228769928, "fast_rcnn/fg_cls_accuracy": 0.68972049689441, "iteration": 76219, "loss_box_reg": 0.2342530433088541, "loss_cls": 0.1837077452801168, "loss_mask": 0.24475467577576637, "loss_rpn_cls": 0.03779220243450254, "loss_rpn_loc": 0.07690485066268593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901302450651758, "mask_rcnn/false_negative": 0.08867785678362275, "mask_rcnn/false_positive": 0.12465314097212615, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0062316609546542, "total_loss": 0.7951650749018881}
{"data_time": 0.01650738180615008, "eta_seconds": 192417.44780495763, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2879702356345597, "fast_rcnn/fg_cls_accuracy": 0.6718266253869969, "iteration": 76239, "loss_box_reg": 0.200161375105381, "loss_cls": 0.18044699728488922, "loss_mask": 0.2393132857978344, "loss_rpn_cls": 0.03905729646794498, "loss_rpn_loc": 0.07810207782313228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868788880683853, "mask_rcnn/false_negative": 0.10630258287570302, "mask_rcnn/false_positive": 0.11896687856089973, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9921775709372014, "total_loss": 0.751202410669066}
{"data_time": 0.016448616050183773, "eta_seconds": 192397.5863838382, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27190633774568795, "fast_rcnn/fg_cls_accuracy": 0.6744565217391305, "iteration": 76259, "loss_box_reg": 0.21120874024927616, "loss_cls": 0.1761619495227933, "loss_mask": 0.24181512743234634, "loss_rpn_cls": 0.03219070076011121, "loss_rpn_loc": 0.06706101237796247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908642647088791, "mask_rcnn/false_negative": 0.09488912435981425, "mask_rcnn/false_positive": 0.11424063797138843, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0334875117987394, "total_loss": 0.7438877702225}
{"data_time": 0.014153693336993456, "eta_seconds": 192312.43261669762, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.32031685884322114, "fast_rcnn/fg_cls_accuracy": 0.6535087719298246, "iteration": 76279, "loss_box_reg": 0.21741973981261253, "loss_cls": 0.177069628611207, "loss_mask": 0.24147111363708973, "loss_rpn_cls": 0.0302664740011096, "loss_rpn_loc": 0.07964919973164797, "lr": 0.0001, "mask_rcnn/accuracy": 0.897409136839035, "mask_rcnn/false_negative": 0.09206047697005805, "mask_rcnn/false_positive": 0.1186428971332642, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9841552877333015, "total_loss": 0.7607001541764475}
{"data_time": 0.01594484644010663, "eta_seconds": 192357.86354159936, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.308436792856706, "fast_rcnn/fg_cls_accuracy": 0.6632825719120135, "iteration": 76299, "loss_box_reg": 0.22126066125929356, "loss_cls": 0.18496829830110073, "loss_mask": 0.2525590918958187, "loss_rpn_cls": 0.037558044597972184, "loss_rpn_loc": 0.07727527106180787, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004635244450392, "mask_rcnn/false_negative": 0.09321108436860501, "mask_rcnn/false_positive": 0.10874804914761564, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0121695068664849, "total_loss": 0.8282890546834096}
{"data_time": 0.01744004338979721, "eta_seconds": 192361.1312961392, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.31200389553270363, "fast_rcnn/fg_cls_accuracy": 0.6363132407289409, "iteration": 76319, "loss_box_reg": 0.2089745281264186, "loss_cls": 0.17171881813555956, "loss_mask": 0.23974577151238918, "loss_rpn_cls": 0.03550508292391896, "loss_rpn_loc": 0.08268077345564961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868774955986577, "mask_rcnn/false_negative": 0.0902078742138356, "mask_rcnn/false_positive": 0.11659118784032846, "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": 0.9970101779326797, "total_loss": 0.7621450014412403}
{"data_time": 0.022923904936760664, "eta_seconds": 192403.34976423532, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31155805135126446, "fast_rcnn/fg_cls_accuracy": 0.6603698560220299, "iteration": 76339, "loss_box_reg": 0.20957566052675247, "loss_cls": 0.16895436076447368, "loss_mask": 0.2435710784047842, "loss_rpn_cls": 0.03782236063852906, "loss_rpn_loc": 0.0741438283585012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923124282180405, "mask_rcnn/false_negative": 0.09835821184962905, "mask_rcnn/false_positive": 0.1169690607254381, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9957944529596716, "total_loss": 0.7528993082232773}
{"data_time": 0.017581393476575613, "eta_seconds": 192405.9594924841, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3113309815161871, "fast_rcnn/fg_cls_accuracy": 0.642799714132571, "iteration": 76359, "loss_box_reg": 0.21671489626169205, "loss_cls": 0.17403116077184677, "loss_mask": 0.23776878230273724, "loss_rpn_cls": 0.03243014728650451, "loss_rpn_loc": 0.06302342377603054, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021435829990976, "mask_rcnn/false_negative": 0.0919510419083748, "mask_rcnn/false_positive": 0.09709785594428812, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0178189524449408, "total_loss": 0.7352851947071031}
{"data_time": 0.015329072019085288, "eta_seconds": 192386.08694967348, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24820916905444126, "fast_rcnn/fg_cls_accuracy": 0.7144522144522145, "iteration": 76379, "loss_box_reg": 0.2200775481760502, "loss_cls": 0.182354886084795, "loss_mask": 0.248598862439394, "loss_rpn_cls": 0.035042435105424374, "loss_rpn_loc": 0.08257743716239929, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085644326328011, "mask_rcnn/false_negative": 0.0795148358556441, "mask_rcnn/false_positive": 0.11071169558469204, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0081236404366791, "total_loss": 0.7608529351418838}
{"data_time": 0.016342012444511056, "eta_seconds": 192302.93863862753, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3667464527536982, "fast_rcnn/fg_cls_accuracy": 0.6059077904784507, "iteration": 76399, "loss_box_reg": 0.22452831082046032, "loss_cls": 0.19154056068509817, "loss_mask": 0.248851565644145, "loss_rpn_cls": 0.04527343390509486, "loss_rpn_loc": 0.08408046537078917, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002288275538819, "mask_rcnn/false_negative": 0.08771456748548859, "mask_rcnn/false_positive": 0.12068291030897807, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9598173855338246, "total_loss": 0.7916565729537979}
{"data_time": 0.01646587555296719, "eta_seconds": 192323.86888030916, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27820792156252433, "fast_rcnn/fg_cls_accuracy": 0.6825563654856754, "iteration": 76419, "loss_box_reg": 0.22918076440691948, "loss_cls": 0.18824606202542782, "loss_mask": 0.242805490270257, "loss_rpn_cls": 0.03684641409199685, "loss_rpn_loc": 0.07933401584159583, "lr": 0.0001, "mask_rcnn/accuracy": 0.895771306439374, "mask_rcnn/false_negative": 0.0884618592547996, "mask_rcnn/false_positive": 0.12240093035715738, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9792440000455827, "total_loss": 0.7745802592253312}
{"data_time": 0.01626507635228336, "eta_seconds": 192326.4693212416, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32485176483750067, "fast_rcnn/fg_cls_accuracy": 0.6651852087846735, "iteration": 76439, "loss_box_reg": 0.2180159231647849, "loss_cls": 0.18001917051151395, "loss_mask": 0.24302897788584232, "loss_rpn_cls": 0.03530006017535925, "loss_rpn_loc": 0.07915159966796637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982416891487778, "mask_rcnn/false_negative": 0.09063819218911329, "mask_rcnn/false_positive": 0.11305598316703053, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0007883480284363, "total_loss": 0.7242021206766367}
{"data_time": 0.01928196637891233, "eta_seconds": 192243.3406204544, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.27497772686776123, "fast_rcnn/fg_cls_accuracy": 0.6981946624803768, "iteration": 76459, "loss_box_reg": 0.2131608733907342, "loss_cls": 0.18436135165393353, "loss_mask": 0.2327652908861637, "loss_rpn_cls": 0.03681123594287783, "loss_rpn_loc": 0.059990629204548895, "lr": 0.0001, "mask_rcnn/accuracy": 0.9115292959538992, "mask_rcnn/false_negative": 0.09401711850184782, "mask_rcnn/false_positive": 0.08733343228036486, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9705376813653857, "total_loss": 0.7466591941192746}
{"data_time": 0.01624882291071117, "eta_seconds": 192340.15977239236, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.30653361597987006, "fast_rcnn/fg_cls_accuracy": 0.6607483205749101, "iteration": 76479, "loss_box_reg": 0.22143882885575294, "loss_cls": 0.198775265365839, "loss_mask": 0.24195496551692486, "loss_rpn_cls": 0.032503596623428166, "loss_rpn_loc": 0.07612075482029468, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875662853485734, "mask_rcnn/false_negative": 0.09373809348282353, "mask_rcnn/false_positive": 0.11768309725258158, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9973406048957258, "total_loss": 0.768990917596966}
{"data_time": 0.020382520742714405, "eta_seconds": 192406.80407756008, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.335849530230223, "fast_rcnn/fg_cls_accuracy": 0.6510913481077721, "iteration": 76499, "loss_box_reg": 0.2282995618879795, "loss_cls": 0.1801219917833805, "loss_mask": 0.2503390181809664, "loss_rpn_cls": 0.03468367538880557, "loss_rpn_loc": 0.07081125071272254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909957580284604, "mask_rcnn/false_negative": 0.10645502962159109, "mask_rcnn/false_positive": 0.1155506160863064, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9899308029562235, "total_loss": 0.777421475853771}
{"data_time": 0.016865868354216218, "eta_seconds": 192427.15360269882, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3459417681801403, "fast_rcnn/fg_cls_accuracy": 0.6081553755522828, "iteration": 76519, "loss_box_reg": 0.2177661657333374, "loss_cls": 0.18409950658679008, "loss_mask": 0.2587616704404354, "loss_rpn_cls": 0.037829774199053645, "loss_rpn_loc": 0.07204590900801122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838694917008364, "mask_rcnn/false_negative": 0.10813712236508213, "mask_rcnn/false_positive": 0.1314698130215743, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9749031306710094, "total_loss": 0.7611435596481897}
{"data_time": 0.01737761590629816, "eta_seconds": 192341.63206066005, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34712927087002465, "fast_rcnn/fg_cls_accuracy": 0.597434988179669, "iteration": 76539, "loss_box_reg": 0.21717887837439775, "loss_cls": 0.1807165676727891, "loss_mask": 0.24600451439619064, "loss_rpn_cls": 0.034407747676596045, "loss_rpn_loc": 0.07562270550988615, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859303419643719, "mask_rcnn/false_negative": 0.10617175257800116, "mask_rcnn/false_positive": 0.13485702047181475, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9771464765071869, "total_loss": 0.7676473766332492}
{"data_time": 0.019325733417645097, "eta_seconds": 192314.24273449928, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.35464454692459724, "fast_rcnn/fg_cls_accuracy": 0.6283636363636363, "iteration": 76559, "loss_box_reg": 0.2273732339963317, "loss_cls": 0.1877540834248066, "loss_mask": 0.2386650051921606, "loss_rpn_cls": 0.03616947086993605, "loss_rpn_loc": 0.07301920838654041, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010013631848757, "mask_rcnn/false_negative": 0.09360952649210806, "mask_rcnn/false_positive": 0.13195324449025905, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9876490610186011, "total_loss": 0.7846573838032782}
{"data_time": 0.015036364318802953, "eta_seconds": 192294.35912793037, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2979180856146629, "fast_rcnn/fg_cls_accuracy": 0.661669961197745, "iteration": 76579, "loss_box_reg": 0.22315261140465736, "loss_cls": 0.17876202333718538, "loss_mask": 0.24172572419047356, "loss_rpn_cls": 0.031533365370705724, "loss_rpn_loc": 0.06283641536720097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950395196139664, "mask_rcnn/false_negative": 0.08433720767140088, "mask_rcnn/false_positive": 0.12634714766525043, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9923104797489941, "total_loss": 0.7386806483846158}
{"data_time": 0.016819420037791133, "eta_seconds": 192267.03454041854, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.26707810867293624, "fast_rcnn/fg_cls_accuracy": 0.7077358117159908, "iteration": 76599, "loss_box_reg": 0.21135519072413445, "loss_cls": 0.1840905649587512, "loss_mask": 0.24833473563194275, "loss_rpn_cls": 0.0357828491833061, "loss_rpn_loc": 0.06800408475100994, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009263538136594, "mask_rcnn/false_negative": 0.09278278156910383, "mask_rcnn/false_positive": 0.1146360396000857, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0127502696122974, "total_loss": 0.7498509692377411}
{"data_time": 0.01890808460302651, "eta_seconds": 192262.09453060292, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.27516368534820335, "fast_rcnn/fg_cls_accuracy": 0.6983418367346939, "iteration": 76619, "loss_box_reg": 0.20071989949792624, "loss_cls": 0.16789144650101662, "loss_mask": 0.23606545105576515, "loss_rpn_cls": 0.033740752609446645, "loss_rpn_loc": 0.07246128271799535, "lr": 0.0001, "mask_rcnn/accuracy": 0.9118988620485475, "mask_rcnn/false_negative": 0.08879938416909622, "mask_rcnn/false_positive": 0.09990359987666331, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9840096542611718, "total_loss": 0.7239141368772835}
{"data_time": 0.016524278558790684, "eta_seconds": 192242.21014808863, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2913304058865417, "fast_rcnn/fg_cls_accuracy": 0.6693727939180016, "iteration": 76639, "loss_box_reg": 0.23438679240643978, "loss_cls": 0.18770021107047796, "loss_mask": 0.2510129604488611, "loss_rpn_cls": 0.036211085389368236, "loss_rpn_loc": 0.06893290579319, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997128630165072, "mask_rcnn/false_negative": 0.09383820003810056, "mask_rcnn/false_positive": 0.10239092434707076, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.993398399790749, "total_loss": 0.7855583864729851}
{"data_time": 0.014825874473899603, "eta_seconds": 192214.82470165472, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.28637090327737813, "fast_rcnn/fg_cls_accuracy": 0.6991081292269555, "iteration": 76659, "loss_box_reg": 0.22286997083574533, "loss_cls": 0.18745557498186827, "loss_mask": 0.25262075662612915, "loss_rpn_cls": 0.03783577660215087, "loss_rpn_loc": 0.08385449356865138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922630530685465, "mask_rcnn/false_negative": 0.09746543368242488, "mask_rcnn/false_positive": 0.12508679651552204, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.99268973688595, "total_loss": 0.7657578790967818}
{"data_time": 0.020476517966017127, "eta_seconds": 192065.55600754917, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3378489326765189, "fast_rcnn/fg_cls_accuracy": 0.5998112425763087, "iteration": 76679, "loss_box_reg": 0.2325498480349779, "loss_cls": 0.18989915773272514, "loss_mask": 0.2399558611214161, "loss_rpn_cls": 0.03875089646317065, "loss_rpn_loc": 0.09847922925837338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895824492242175, "mask_rcnn/false_negative": 0.09271686395059928, "mask_rcnn/false_positive": 0.12369221209130593, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9819073325488716, "total_loss": 0.8594492087140679}
{"data_time": 0.023170363856479526, "eta_seconds": 192128.82220677566, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.30624396135265697, "fast_rcnn/fg_cls_accuracy": 0.6629749103942653, "iteration": 76699, "loss_box_reg": 0.22372781671583652, "loss_cls": 0.18391442392021418, "loss_mask": 0.24380629137158394, "loss_rpn_cls": 0.0350344548933208, "loss_rpn_loc": 0.07436912087723613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946901821974609, "mask_rcnn/false_negative": 0.09810957394114206, "mask_rcnn/false_positive": 0.11988868827622891, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0089248875156045, "total_loss": 0.7566446303389966}
{"data_time": 0.020845639053732157, "eta_seconds": 192228.24192851782, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.34402254055192755, "fast_rcnn/fg_cls_accuracy": 0.6100970017636684, "iteration": 76719, "loss_box_reg": 0.23553794715553522, "loss_cls": 0.2008217554539442, "loss_mask": 0.25490365363657475, "loss_rpn_cls": 0.04585611401125789, "loss_rpn_loc": 0.08195445407181978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903663918087583, "mask_rcnn/false_negative": 0.10108192424317188, "mask_rcnn/false_positive": 0.12306177934060869, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.012330184224993, "total_loss": 0.8204949714709073}
{"data_time": 0.02218722109682858, "eta_seconds": 192208.35076109972, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35377846790890266, "fast_rcnn/fg_cls_accuracy": 0.617882187938289, "iteration": 76739, "loss_box_reg": 0.23381235962733626, "loss_cls": 0.19757131673395634, "loss_mask": 0.2553263083100319, "loss_rpn_cls": 0.03603509906679392, "loss_rpn_loc": 0.08809563959948719, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892167909490315, "mask_rcnn/false_negative": 0.08906073637086451, "mask_rcnn/false_positive": 0.14850564830714025, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9941543794702739, "total_loss": 0.7970585678704083}
{"data_time": 0.012963313143700361, "eta_seconds": 192226.5931322798, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27019351429892347, "fast_rcnn/fg_cls_accuracy": 0.7092708928231487, "iteration": 76759, "loss_box_reg": 0.21781290089711547, "loss_cls": 0.1699938983656466, "loss_mask": 0.24443938955664635, "loss_rpn_cls": 0.03554040798917413, "loss_rpn_loc": 0.06796054658479989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899584737369851, "mask_rcnn/false_negative": 0.09739363387543377, "mask_rcnn/false_positive": 0.10724565809256217, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9977736768778414, "total_loss": 0.750128346728161}
{"data_time": 0.01591543178074062, "eta_seconds": 192199.69579795375, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30395736287716646, "fast_rcnn/fg_cls_accuracy": 0.6672463768115942, "iteration": 76779, "loss_box_reg": 0.21587952226400375, "loss_cls": 0.1822325331158936, "loss_mask": 0.24797014333307743, "loss_rpn_cls": 0.03954789589624852, "loss_rpn_loc": 0.0732744672568515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963202514618771, "mask_rcnn/false_negative": 0.08889554952102768, "mask_rcnn/false_positive": 0.10997394282136191, "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": 0.9910099369008094, "total_loss": 0.7594696412561461}
{"data_time": 0.01817399961873889, "eta_seconds": 192186.8029039353, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3698524753371346, "fast_rcnn/fg_cls_accuracy": 0.6222735089148339, "iteration": 76799, "loss_box_reg": 0.2286702897399664, "loss_cls": 0.18870269320905209, "loss_mask": 0.24158149771392345, "loss_rpn_cls": 0.037154169753193855, "loss_rpn_loc": 0.0752240625442937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870061066611252, "mask_rcnn/false_negative": 0.08756451477273194, "mask_rcnn/false_positive": 0.132633379072238, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9965415860060602, "total_loss": 0.7997881026240066}
{"data_time": 0.014585083350539207, "eta_seconds": 192154.55263152719, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33116883116883117, "fast_rcnn/fg_cls_accuracy": 0.6374458874458875, "iteration": 76819, "loss_box_reg": 0.22449775226414204, "loss_cls": 0.18106284644454718, "loss_mask": 0.2495149914175272, "loss_rpn_cls": 0.039911036379635334, "loss_rpn_loc": 0.0766803678125143, "lr": 0.0001, "mask_rcnn/accuracy": 0.890755381590971, "mask_rcnn/false_negative": 0.09546990243045324, "mask_rcnn/false_positive": 0.11581462812528179, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9781176615506411, "total_loss": 0.7881202739663422}
{"data_time": 0.01721776300109923, "eta_seconds": 192197.14174261317, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2913505761337224, "fast_rcnn/fg_cls_accuracy": 0.6887899423782085, "iteration": 76839, "loss_box_reg": 0.24127393402159214, "loss_cls": 0.19556524883955717, "loss_mask": 0.2580101974308491, "loss_rpn_cls": 0.04013860126724467, "loss_rpn_loc": 0.08710621646605432, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038881537280232, "mask_rcnn/false_negative": 0.09044239123170575, "mask_rcnn/false_positive": 0.10724423210180586, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0098721501417458, "total_loss": 0.8571841921657324}
{"data_time": 0.023284745402634144, "eta_seconds": 192156.61235504318, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2866900431002995, "fast_rcnn/fg_cls_accuracy": 0.6577854520020983, "iteration": 76859, "loss_box_reg": 0.22910053934901953, "loss_cls": 0.18350863363593817, "loss_mask": 0.2466423660516739, "loss_rpn_cls": 0.03316969005391002, "loss_rpn_loc": 0.0768005185527727, "lr": 0.0001, "mask_rcnn/accuracy": 0.89876039139432, "mask_rcnn/false_negative": 0.09662769093108863, "mask_rcnn/false_positive": 0.10366281350748921, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9849951739888638, "total_loss": 0.790784903569147}
{"data_time": 0.023313405457884073, "eta_seconds": 192115.5217693746, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3116962113312478, "fast_rcnn/fg_cls_accuracy": 0.6161129568106313, "iteration": 76879, "loss_box_reg": 0.21967041492462158, "loss_cls": 0.18656126782298088, "loss_mask": 0.23477904126048088, "loss_rpn_cls": 0.027923929854296148, "loss_rpn_loc": 0.06972443033009768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990307405098459, "mask_rcnn/false_negative": 0.08126734460763707, "mask_rcnn/false_positive": 0.11941470009036831, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0028022190090269, "total_loss": 0.723678613663651}
{"data_time": 0.017547098454087973, "eta_seconds": 192080.32946167514, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29728358208955225, "fast_rcnn/fg_cls_accuracy": 0.6842567982007769, "iteration": 76899, "loss_box_reg": 0.22777707781642675, "loss_cls": 0.19235471915453672, "loss_mask": 0.24656366929411888, "loss_rpn_cls": 0.03660928946919739, "loss_rpn_loc": 0.09117291076108813, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059565681100863, "mask_rcnn/false_negative": 0.0851771226871783, "mask_rcnn/false_positive": 0.10333387417365539, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9942731624469161, "total_loss": 0.8079684179392643}
{"data_time": 0.015649963403120637, "eta_seconds": 192060.43507229537, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.3126975097964859, "fast_rcnn/fg_cls_accuracy": 0.672575155984118, "iteration": 76919, "loss_box_reg": 0.23161086160689592, "loss_cls": 0.19146575313061476, "loss_mask": 0.2431768011301756, "loss_rpn_cls": 0.037625764263793826, "loss_rpn_loc": 0.07650573994033039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971476480938679, "mask_rcnn/false_negative": 0.09002957919259383, "mask_rcnn/false_positive": 0.10456303474398167, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9817172649782151, "total_loss": 0.7839674617862329}
{"data_time": 0.01369363977573812, "eta_seconds": 191969.28989774548, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3409310986964618, "fast_rcnn/fg_cls_accuracy": 0.613389199255121, "iteration": 76939, "loss_box_reg": 0.2396804392337799, "loss_cls": 0.1785039696842432, "loss_mask": 0.24426473304629326, "loss_rpn_cls": 0.03757559694349766, "loss_rpn_loc": 0.08195362403057516, "lr": 0.0001, "mask_rcnn/accuracy": 0.88923153462774, "mask_rcnn/false_negative": 0.09529208771029545, "mask_rcnn/false_positive": 0.11757284494121518, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9644241030327976, "total_loss": 0.8182553444057703}
{"data_time": 0.022606710204854608, "eta_seconds": 191924.0600278601, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3182069359756098, "fast_rcnn/fg_cls_accuracy": 0.6564724727100142, "iteration": 76959, "loss_box_reg": 0.20643742941319942, "loss_cls": 0.17827635444700718, "loss_mask": 0.23353302851319313, "loss_rpn_cls": 0.03806194639764726, "loss_rpn_loc": 0.06533293798565865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921979157516665, "mask_rcnn/false_negative": 0.08982112736142245, "mask_rcnn/false_positive": 0.1267885571561319, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9864861171226948, "total_loss": 0.7218459350988269}
{"data_time": 0.017523156479001045, "eta_seconds": 191873.2333375141, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3110322393402182, "fast_rcnn/fg_cls_accuracy": 0.6424496006085965, "iteration": 76979, "loss_box_reg": 0.20922271721065044, "loss_cls": 0.17365888319909573, "loss_mask": 0.23483246378600597, "loss_rpn_cls": 0.03381935559445992, "loss_rpn_loc": 0.07734939071815461, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019210535525741, "mask_rcnn/false_negative": 0.08526900566836604, "mask_rcnn/false_positive": 0.10967997499462215, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9948090023826808, "total_loss": 0.7391775797586888}
{"data_time": 0.013861521380022168, "eta_seconds": 191791.7369250208, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34423384277294977, "fast_rcnn/fg_cls_accuracy": 0.6300004499842506, "iteration": 76999, "loss_box_reg": 0.2260722629725933, "loss_cls": 0.1778199691325426, "loss_mask": 0.25079300440847874, "loss_rpn_cls": 0.03716531558893621, "loss_rpn_loc": 0.06690196180716157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855127767138136, "mask_rcnn/false_negative": 0.09300499737434006, "mask_rcnn/false_positive": 0.1288046228650306, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9569887176621705, "total_loss": 0.783296403940767}
{"data_time": 0.017868781462311745, "eta_seconds": 191851.29946209025, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.32521687462863935, "fast_rcnn/fg_cls_accuracy": 0.6385534907081868, "iteration": 77019, "loss_box_reg": 0.22033032402396202, "loss_cls": 0.19295167457312346, "loss_mask": 0.23930297791957855, "loss_rpn_cls": 0.04064615035895258, "loss_rpn_loc": 0.07984555640723556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916311536512203, "mask_rcnn/false_negative": 0.09897274778718212, "mask_rcnn/false_positive": 0.11039282780508916, "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": 1.0068548729177564, "total_loss": 0.801376940915361}
{"data_time": 0.013832182856276631, "eta_seconds": 191695.57394474745, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.27415950829383884, "fast_rcnn/fg_cls_accuracy": 0.6909064327485379, "iteration": 77039, "loss_box_reg": 0.22727428190410137, "loss_cls": 0.1709490679204464, "loss_mask": 0.24283618666231632, "loss_rpn_cls": 0.034810228273272514, "loss_rpn_loc": 0.0686274697072804, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036254721044261, "mask_rcnn/false_negative": 0.08230124756239046, "mask_rcnn/false_positive": 0.10631708088566902, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9773137108422816, "total_loss": 0.7572522590635344}
{"data_time": 0.028755758423358202, "eta_seconds": 191447.64189486392, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.333864118895966, "fast_rcnn/fg_cls_accuracy": 0.6185590897438425, "iteration": 77059, "loss_box_reg": 0.2166148331016302, "loss_cls": 0.17688149586319923, "loss_mask": 0.24281065165996552, "loss_rpn_cls": 0.03480717184720561, "loss_rpn_loc": 0.07255742349661887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950454670477345, "mask_rcnn/false_negative": 0.09526207069605078, "mask_rcnn/false_positive": 0.11969557375365716, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9668421423994005, "total_loss": 0.7550463632214814}
{"data_time": 0.015900080325081944, "eta_seconds": 191353.42188404873, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3514722039112283, "fast_rcnn/fg_cls_accuracy": 0.6326727642276423, "iteration": 77079, "loss_box_reg": 0.21771518234163523, "loss_cls": 0.19344486109912395, "loss_mask": 0.2520364485681057, "loss_rpn_cls": 0.04485916253179312, "loss_rpn_loc": 0.08345835981890559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8759509092098379, "mask_rcnn/false_negative": 0.10202072395512757, "mask_rcnn/false_positive": 0.13049459352074114, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0014194827526808, "total_loss": 0.8165594222955406}
{"data_time": 0.01944777020253241, "eta_seconds": 191262.92100227438, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2884459678289971, "fast_rcnn/fg_cls_accuracy": 0.6643898305084746, "iteration": 77099, "loss_box_reg": 0.21382740326225758, "loss_cls": 0.18261807039380074, "loss_mask": 0.25405475683510303, "loss_rpn_cls": 0.03156861918978393, "loss_rpn_loc": 0.06678761704824865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920311175550385, "mask_rcnn/false_negative": 0.09332834271995655, "mask_rcnn/false_positive": 0.12400084685219206, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9989486674312502, "total_loss": 0.7676475431071594}
{"data_time": 0.013976715272292495, "eta_seconds": 191046.71678764746, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.26962842039800994, "fast_rcnn/fg_cls_accuracy": 0.6999970067049808, "iteration": 77119, "loss_box_reg": 0.2180568678304553, "loss_cls": 0.17212120303884149, "loss_mask": 0.24735581316053867, "loss_rpn_cls": 0.031999066733988, "loss_rpn_loc": 0.07363658817484975, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021236059722397, "mask_rcnn/false_negative": 0.08147926029076252, "mask_rcnn/false_positive": 0.11237971290335336, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9490828572306782, "total_loss": 0.7223280169419013}
{"data_time": 0.02266737725585699, "eta_seconds": 190993.44261210412, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2849004695647164, "fast_rcnn/fg_cls_accuracy": 0.67993399339934, "iteration": 77139, "loss_box_reg": 0.21305118687450886, "loss_cls": 0.17711495328694582, "loss_mask": 0.23887724429368973, "loss_rpn_cls": 0.036360288388095796, "loss_rpn_loc": 0.07054042629897594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932436686689087, "mask_rcnn/false_negative": 0.09446909803811357, "mask_rcnn/false_positive": 0.11951608499588764, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9810506654903293, "total_loss": 0.7613208882976323}
{"data_time": 0.016529482090845704, "eta_seconds": 191179.1429533437, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3208744247205786, "fast_rcnn/fg_cls_accuracy": 0.626298728285263, "iteration": 77159, "loss_box_reg": 0.207542204298079, "loss_cls": 0.17144613340497017, "loss_mask": 0.22956864535808563, "loss_rpn_cls": 0.03474587469827384, "loss_rpn_loc": 0.0683872289955616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936731413372272, "mask_rcnn/false_negative": 0.09306983402114016, "mask_rcnn/false_positive": 0.11239037628560257, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9966046116314828, "total_loss": 0.737955154851079}
{"data_time": 0.015239383559674025, "eta_seconds": 191328.570074467, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2698909640505236, "fast_rcnn/fg_cls_accuracy": 0.6876636071440405, "iteration": 77179, "loss_box_reg": 0.23892756970599294, "loss_cls": 0.19001205079257488, "loss_mask": 0.24662203527987003, "loss_rpn_cls": 0.03548502968624234, "loss_rpn_loc": 0.08250866155140102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973146061681017, "mask_rcnn/false_negative": 0.09877217253418812, "mask_rcnn/false_positive": 0.11617806083028645, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0200976545456797, "total_loss": 0.7953269097488374}
{"data_time": 0.012832378502935171, "eta_seconds": 191308.7247710675, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3331529167350063, "fast_rcnn/fg_cls_accuracy": 0.6068669527896995, "iteration": 77199, "loss_box_reg": 0.22118078358471394, "loss_cls": 0.18953407369554043, "loss_mask": 0.24024374224245548, "loss_rpn_cls": 0.036913384683430195, "loss_rpn_loc": 0.06435881042852998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988465748836021, "mask_rcnn/false_negative": 0.09273770255960691, "mask_rcnn/false_positive": 0.10241139974185526, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9639949966222048, "total_loss": 0.7626182951498777}
{"data_time": 0.015053958864882588, "eta_seconds": 191322.32554870192, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30936055469953777, "fast_rcnn/fg_cls_accuracy": 0.6454271077399627, "iteration": 77219, "loss_box_reg": 0.2426768448203802, "loss_cls": 0.19166121911257505, "loss_mask": 0.24569625221192837, "loss_rpn_cls": 0.037274601170793176, "loss_rpn_loc": 0.08072343352250755, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043266598740838, "mask_rcnn/false_negative": 0.07336937505271812, "mask_rcnn/false_positive": 0.10849590579790105, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.013270127819851, "total_loss": 0.7886963187484071}
{"data_time": 0.018932417035102844, "eta_seconds": 191282.32151069678, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2494643403734313, "fast_rcnn/fg_cls_accuracy": 0.7025498512993028, "iteration": 77239, "loss_box_reg": 0.21187604777514935, "loss_cls": 0.18765401560813189, "loss_mask": 0.24395682848989964, "loss_rpn_cls": 0.03270147938746959, "loss_rpn_loc": 0.07466751453466713, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021586468889882, "mask_rcnn/false_negative": 0.08268455289089124, "mask_rcnn/false_positive": 0.11765545780073873, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.982575163943693, "total_loss": 0.7299197623506188}
{"data_time": 0.023787909420207143, "eta_seconds": 191117.9154968867, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3145944402132521, "fast_rcnn/fg_cls_accuracy": 0.6457738095238095, "iteration": 77259, "loss_box_reg": 0.23363279551267624, "loss_cls": 0.19246448948979378, "loss_mask": 0.2562361638993025, "loss_rpn_cls": 0.036933390656486154, "loss_rpn_loc": 0.08680032007396221, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003159561573076, "mask_rcnn/false_negative": 0.09939673303847514, "mask_rcnn/false_positive": 0.10937432367329608, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9785938586574048, "total_loss": 0.8228071599151008}
{"data_time": 0.014838490867987275, "eta_seconds": 191209.01568297297, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.37077673284569834, "fast_rcnn/fg_cls_accuracy": 0.6048112189859762, "iteration": 77279, "loss_box_reg": 0.22356378845870495, "loss_cls": 0.19619257003068924, "loss_mask": 0.2509086187928915, "loss_rpn_cls": 0.028123024734668434, "loss_rpn_loc": 0.06382034480338916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796021123124633, "mask_rcnn/false_negative": 0.10861503010672774, "mask_rcnn/false_positive": 0.13161078801772347, "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": 1.0097950077615678, "total_loss": 0.7740620037075132}
{"data_time": 0.014133863151073456, "eta_seconds": 191064.61833664216, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2922370924139772, "fast_rcnn/fg_cls_accuracy": 0.6845783132530121, "iteration": 77299, "loss_box_reg": 0.22455420903861523, "loss_cls": 0.1781693771481514, "loss_mask": 0.23365060985088348, "loss_rpn_cls": 0.031597747933119535, "loss_rpn_loc": 0.06370894773863256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945675399568722, "mask_rcnn/false_negative": 0.09148943174573129, "mask_rcnn/false_positive": 0.12014728758078658, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9822085630148649, "total_loss": 0.7541592210764065}
{"data_time": 0.016189529560506344, "eta_seconds": 190942.87419890054, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3221774193548387, "fast_rcnn/fg_cls_accuracy": 0.6372865000482486, "iteration": 77319, "loss_box_reg": 0.2117601241916418, "loss_cls": 0.17567221354693174, "loss_mask": 0.2500132489949465, "loss_rpn_cls": 0.03458091872744262, "loss_rpn_loc": 0.06656792107969522, "lr": 0.0001, "mask_rcnn/accuracy": 0.895163922809561, "mask_rcnn/false_negative": 0.08549942629648925, "mask_rcnn/false_positive": 0.12184755668816538, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9836267388891429, "total_loss": 0.7435614906717092}
{"data_time": 0.020616788417100906, "eta_seconds": 190758.1556734303, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3766990680831001, "fast_rcnn/fg_cls_accuracy": 0.5881848647806095, "iteration": 77339, "loss_box_reg": 0.22708889842033386, "loss_cls": 0.18979535810649395, "loss_mask": 0.2618376538157463, "loss_rpn_cls": 0.0357934155035764, "loss_rpn_loc": 0.08920210442738608, "lr": 0.0001, "mask_rcnn/accuracy": 0.878641581632653, "mask_rcnn/false_negative": 0.10821198360105264, "mask_rcnn/false_positive": 0.13549826091364847, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.982399090193212, "total_loss": 0.8151795477606356}
{"data_time": 0.014445788692682981, "eta_seconds": 190558.8671426475, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3312465753424657, "fast_rcnn/fg_cls_accuracy": 0.6390288082181583, "iteration": 77359, "loss_box_reg": 0.2078771311789751, "loss_cls": 0.18319335440173745, "loss_mask": 0.2374289482831955, "loss_rpn_cls": 0.02673696365673095, "loss_rpn_loc": 0.08484079199843109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893173178362255, "mask_rcnn/false_negative": 0.1102665055649745, "mask_rcnn/false_positive": 0.12314396560405463, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9772401298396289, "total_loss": 0.7480308912927285}
{"data_time": 0.01514293858781457, "eta_seconds": 190486.67465080973, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3320917563665004, "fast_rcnn/fg_cls_accuracy": 0.6475202429149798, "iteration": 77379, "loss_box_reg": 0.21490464266389608, "loss_cls": 0.18545817071571946, "loss_mask": 0.24605537205934525, "loss_rpn_cls": 0.04517117328941822, "loss_rpn_loc": 0.0947312219068408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902350147091227, "mask_rcnn/false_negative": 0.09482346885370316, "mask_rcnn/false_positive": 0.11507082519910869, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9840891724452376, "total_loss": 0.8348546125926077}
{"data_time": 0.024556349962949753, "eta_seconds": 190519.29927156307, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2977734877734878, "fast_rcnn/fg_cls_accuracy": 0.6806432748538012, "iteration": 77399, "loss_box_reg": 0.21180106699466705, "loss_cls": 0.1732567809522152, "loss_mask": 0.2458407673984766, "loss_rpn_cls": 0.037308878963813186, "loss_rpn_loc": 0.07021978741977364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943242033655567, "mask_rcnn/false_negative": 0.09954760206990179, "mask_rcnn/false_positive": 0.12557290123876522, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9725067259278148, "total_loss": 0.766746538807638}
{"data_time": 0.01407577726058662, "eta_seconds": 190472.43519830983, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.26177811550151975, "fast_rcnn/fg_cls_accuracy": 0.6867129830655666, "iteration": 77419, "loss_box_reg": 0.19439841900020838, "loss_cls": 0.1699569234624505, "loss_mask": 0.26172385551035404, "loss_rpn_cls": 0.04063387436326593, "loss_rpn_loc": 0.07174696284346282, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955768535015989, "mask_rcnn/false_negative": 0.0859480038623035, "mask_rcnn/false_positive": 0.12066109895514729, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9817408910021186, "total_loss": 0.7503249706933275}
{"data_time": 0.02583637903444469, "eta_seconds": 190427.3391691409, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3382711621233859, "fast_rcnn/fg_cls_accuracy": 0.6266720829376022, "iteration": 77439, "loss_box_reg": 0.20608978532254696, "loss_cls": 0.16593638435006142, "loss_mask": 0.23881867993623018, "loss_rpn_cls": 0.03559539373964071, "loss_rpn_loc": 0.05883899959735572, "lr": 0.0001, "mask_rcnn/accuracy": 0.895510051308082, "mask_rcnn/false_negative": 0.08837030154830375, "mask_rcnn/false_positive": 0.11797831966799363, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9917305475100875, "total_loss": 0.7108986796811223}
{"data_time": 0.016159226885065436, "eta_seconds": 190546.20783491526, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2981276514739476, "fast_rcnn/fg_cls_accuracy": 0.673462372415252, "iteration": 77459, "loss_box_reg": 0.20865346118807793, "loss_cls": 0.1795214433223009, "loss_mask": 0.24236083589494228, "loss_rpn_cls": 0.036919872276484966, "loss_rpn_loc": 0.06036787875927985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963436277184538, "mask_rcnn/false_negative": 0.10223817480198003, "mask_rcnn/false_positive": 0.1040701162506545, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9957218067720532, "total_loss": 0.7604763968847692}
{"data_time": 0.01292975596152246, "eta_seconds": 190490.77484537847, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.35578877991018565, "fast_rcnn/fg_cls_accuracy": 0.6064621906590819, "iteration": 77479, "loss_box_reg": 0.21299436409026384, "loss_cls": 0.1736444728448987, "loss_mask": 0.2469273190945387, "loss_rpn_cls": 0.03989881160669029, "loss_rpn_loc": 0.06768200953956693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945682376838315, "mask_rcnn/false_negative": 0.09627780931954635, "mask_rcnn/false_positive": 0.12476183089207735, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9907659951131791, "total_loss": 0.765965580008924}
{"data_time": 0.01397928106598556, "eta_seconds": 190506.62204332184, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3226422077771866, "fast_rcnn/fg_cls_accuracy": 0.6291766699618697, "iteration": 77499, "loss_box_reg": 0.21009520161896944, "loss_cls": 0.18215881288051605, "loss_mask": 0.24024367332458496, "loss_rpn_cls": 0.035419703694060445, "loss_rpn_loc": 0.08590640680631623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861585541636704, "mask_rcnn/false_negative": 0.08876025025982517, "mask_rcnn/false_positive": 0.12218651968328725, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9927006564103067, "total_loss": 0.7787711540004238}
{"data_time": 0.023070662980899215, "eta_seconds": 190517.15266417712, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3117926078993096, "fast_rcnn/fg_cls_accuracy": 0.6395180125982023, "iteration": 77519, "loss_box_reg": 0.22277957573533058, "loss_cls": 0.1879543773829937, "loss_mask": 0.252256877720356, "loss_rpn_cls": 0.03806864455691539, "loss_rpn_loc": 0.08234958723187447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967581995484761, "mask_rcnn/false_negative": 0.08862546418595793, "mask_rcnn/false_positive": 0.12338424922406167, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9902590711135417, "total_loss": 0.7789827689994127}
{"data_time": 0.015084879472851753, "eta_seconds": 190497.35661755782, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2778375470683163, "fast_rcnn/fg_cls_accuracy": 0.6684027777777777, "iteration": 77539, "loss_box_reg": 0.20834284462034702, "loss_cls": 0.17406185530126095, "loss_mask": 0.25189975276589394, "loss_rpn_cls": 0.0368317550746724, "loss_rpn_loc": 0.07306567544583231, "lr": 0.0001, "mask_rcnn/accuracy": 0.898624789933099, "mask_rcnn/false_negative": 0.08683349434554014, "mask_rcnn/false_positive": 0.11777908060714093, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9638289345894009, "total_loss": 0.7259464603848755}
{"data_time": 0.016460150247439742, "eta_seconds": 190495.97262656316, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3308555399719495, "fast_rcnn/fg_cls_accuracy": 0.6466978536048431, "iteration": 77559, "loss_box_reg": 0.22586107812821865, "loss_cls": 0.18464935291558504, "loss_mask": 0.244852127507329, "loss_rpn_cls": 0.03529967868234962, "loss_rpn_loc": 0.07268634252250195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957700929341988, "mask_rcnn/false_negative": 0.09317115683682778, "mask_rcnn/false_positive": 0.11409595754390582, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.003435071092099, "total_loss": 0.7710481345420703}
{"data_time": 0.01808185945264995, "eta_seconds": 190457.7645243192, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.27882043078959706, "fast_rcnn/fg_cls_accuracy": 0.672598527262197, "iteration": 77579, "loss_box_reg": 0.21327957045286894, "loss_cls": 0.18269585352391005, "loss_mask": 0.2456228006631136, "loss_rpn_cls": 0.03440242912620306, "loss_rpn_loc": 0.06434392789378762, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016213442758151, "mask_rcnn/false_negative": 0.09077494389367002, "mask_rcnn/false_positive": 0.1224525749569636, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9766372088342905, "total_loss": 0.744627210078761}
{"data_time": 0.026032000314444304, "eta_seconds": 190407.6575643383, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32506462731581215, "fast_rcnn/fg_cls_accuracy": 0.6174472147349506, "iteration": 77599, "loss_box_reg": 0.2523304298520088, "loss_cls": 0.20680873189121485, "loss_mask": 0.2686309963464737, "loss_rpn_cls": 0.03989388037007302, "loss_rpn_loc": 0.09736674395389855, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805612040474382, "mask_rcnn/false_negative": 0.09586839366756267, "mask_rcnn/false_positive": 0.15619107730502962, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0190080057363957, "total_loss": 0.8629361584316939}
{"data_time": 0.016100655775517225, "eta_seconds": 190336.32502461784, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3691039329639141, "fast_rcnn/fg_cls_accuracy": 0.6056130396083668, "iteration": 77619, "loss_box_reg": 0.2193074757233262, "loss_cls": 0.18148141633719206, "loss_mask": 0.24527669325470924, "loss_rpn_cls": 0.03608053544303402, "loss_rpn_loc": 0.07766706123948097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993322667809178, "mask_rcnn/false_negative": 0.09936060267567284, "mask_rcnn/false_positive": 0.10875794630338297, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9598057845141739, "total_loss": 0.7484078649431467}
{"data_time": 0.015008025104179978, "eta_seconds": 190413.29494538717, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2740425531914894, "fast_rcnn/fg_cls_accuracy": 0.698460237482823, "iteration": 77639, "loss_box_reg": 0.24081986583769321, "loss_cls": 0.19382513500750065, "loss_mask": 0.245262760668993, "loss_rpn_cls": 0.030965244339313358, "loss_rpn_loc": 0.06689240119885653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925764215942787, "mask_rcnn/false_negative": 0.09633371737887664, "mask_rcnn/false_positive": 0.12037538829863659, "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": 1.0122856120578945, "total_loss": 0.8145509315072559}
{"data_time": 0.021783792646601796, "eta_seconds": 190396.9828257803, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3434364500057931, "fast_rcnn/fg_cls_accuracy": 0.6195925133292923, "iteration": 77659, "loss_box_reg": 0.24860171601176262, "loss_cls": 0.20320266019552946, "loss_mask": 0.24920329451560974, "loss_rpn_cls": 0.03712555253878236, "loss_rpn_loc": 0.07970460038632154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934531781462585, "mask_rcnn/false_negative": 0.0890943121478544, "mask_rcnn/false_positive": 0.12649211994233733, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.001682274742052, "total_loss": 0.8209568616002798}
{"data_time": 0.015722763957455754, "eta_seconds": 190445.6804126501, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3639206712433257, "fast_rcnn/fg_cls_accuracy": 0.6245388669301712, "iteration": 77679, "loss_box_reg": 0.22462587617337704, "loss_cls": 0.1921026837080717, "loss_mask": 0.2481622602790594, "loss_rpn_cls": 0.03792275092564523, "loss_rpn_loc": 0.08042463846504688, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977561918023842, "mask_rcnn/false_negative": 0.08994067248490124, "mask_rcnn/false_positive": 0.12195240755674751, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9926607164088637, "total_loss": 0.7598431337391958}
{"data_time": 0.01891166251152754, "eta_seconds": 190425.87532941252, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.30906309892378003, "fast_rcnn/fg_cls_accuracy": 0.6450775843992451, "iteration": 77699, "loss_box_reg": 0.2163697388023138, "loss_cls": 0.17582951951771975, "loss_mask": 0.2542523294687271, "loss_rpn_cls": 0.03568183502648026, "loss_rpn_loc": 0.07689622475299984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967017706230478, "mask_rcnn/false_negative": 0.09510090618920451, "mask_rcnn/false_positive": 0.11379827122156766, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0128186580259353, "total_loss": 0.749781670368975}
{"data_time": 0.015316583914682269, "eta_seconds": 190406.07024617493, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.32227002967359053, "fast_rcnn/fg_cls_accuracy": 0.6332434640522875, "iteration": 77719, "loss_box_reg": 0.20826420187950134, "loss_cls": 0.18627802934497595, "loss_mask": 0.2569448761641979, "loss_rpn_cls": 0.03771218564361334, "loss_rpn_loc": 0.0625725620193407, "lr": 0.0001, "mask_rcnn/accuracy": 0.875664116490839, "mask_rcnn/false_negative": 0.09319440332944089, "mask_rcnn/false_positive": 0.15022178218178645, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0025693736970425, "total_loss": 0.763256597565487}
{"data_time": 0.016409293515607715, "eta_seconds": 190582.55561247934, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2948786149530902, "fast_rcnn/fg_cls_accuracy": 0.6571718048921696, "iteration": 77739, "loss_box_reg": 0.21682506799697876, "loss_cls": 0.18892922531813383, "loss_mask": 0.260257825255394, "loss_rpn_cls": 0.0368435982381925, "loss_rpn_loc": 0.06695034343283623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895158898438782, "mask_rcnn/false_negative": 0.09123599336526125, "mask_rcnn/false_positive": 0.13200451121941117, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0344194502104074, "total_loss": 0.7797406176105142}
{"data_time": 0.015466954559087753, "eta_seconds": 190562.73010997102, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.29051724137931034, "fast_rcnn/fg_cls_accuracy": 0.6627834731283007, "iteration": 77759, "loss_box_reg": 0.21659797709435225, "loss_cls": 0.18752896506339312, "loss_mask": 0.23422523401677608, "loss_rpn_cls": 0.03891029127407819, "loss_rpn_loc": 0.06507807690650225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974133497954178, "mask_rcnn/false_negative": 0.09295046141939993, "mask_rcnn/false_positive": 0.11765342233430574, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0061995820142329, "total_loss": 0.7576794272754341}
{"data_time": 0.015654199523851275, "eta_seconds": 190542.9046074627, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27476407700025085, "fast_rcnn/fg_cls_accuracy": 0.708329372247045, "iteration": 77779, "loss_box_reg": 0.21736348327249289, "loss_cls": 0.1842148918658495, "loss_mask": 0.24649247527122498, "loss_rpn_cls": 0.03344602766446769, "loss_rpn_loc": 0.0638534352183342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937679050647536, "mask_rcnn/false_negative": 0.0922332498618895, "mask_rcnn/false_positive": 0.10339768787516802, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9882830183487386, "total_loss": 0.7590810626279563}
{"data_time": 0.01535376557148993, "eta_seconds": 190254.91416356526, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2912659088701059, "fast_rcnn/fg_cls_accuracy": 0.6537671232876712, "iteration": 77799, "loss_box_reg": 0.2044120840728283, "loss_cls": 0.17509808205068111, "loss_mask": 0.23896178603172302, "loss_rpn_cls": 0.03393000620417297, "loss_rpn_loc": 0.06397701799869537, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031717812262925, "mask_rcnn/false_negative": 0.08875173130385675, "mask_rcnn/false_positive": 0.10768728792014104, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9588790943380445, "total_loss": 0.7451457709539682}
{"data_time": 0.012972239404916763, "eta_seconds": 190362.91643355042, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31504369860888454, "fast_rcnn/fg_cls_accuracy": 0.6614090431125131, "iteration": 77819, "loss_box_reg": 0.21209071204066277, "loss_cls": 0.18013277184218168, "loss_mask": 0.2474865522235632, "loss_rpn_cls": 0.03153481474146247, "loss_rpn_loc": 0.07642178039532155, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920574935055217, "mask_rcnn/false_negative": 0.08461563876393999, "mask_rcnn/false_positive": 0.12477179979998623, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0013493956066668, "total_loss": 0.7683757129125297}
{"data_time": 0.016882979311048985, "eta_seconds": 190170.1428147778, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.32106043845534993, "fast_rcnn/fg_cls_accuracy": 0.6163469557964971, "iteration": 77839, "loss_box_reg": 0.2146189957857132, "loss_cls": 0.17962471023201942, "loss_mask": 0.2377896923571825, "loss_rpn_cls": 0.04693222907371819, "loss_rpn_loc": 0.11042996868491173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994748249085875, "mask_rcnn/false_negative": 0.0859982004091859, "mask_rcnn/false_positive": 0.13124320614878485, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9830311120022088, "total_loss": 0.7784638376906514}
{"data_time": 0.020977424923330545, "eta_seconds": 190195.52137038205, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.26149868806914645, "fast_rcnn/fg_cls_accuracy": 0.7102626922553423, "iteration": 77859, "loss_box_reg": 0.2055393923074007, "loss_cls": 0.17750962637364864, "loss_mask": 0.2450270615518093, "loss_rpn_cls": 0.034496143693104386, "loss_rpn_loc": 0.07502281130291522, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088793950877594, "mask_rcnn/false_negative": 0.08675476848674679, "mask_rcnn/false_positive": 0.10276311831950447, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0101621199864894, "total_loss": 0.779312941012904}
{"data_time": 0.02282505459152162, "eta_seconds": 190011.3748427108, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.34763658400149167, "fast_rcnn/fg_cls_accuracy": 0.6003744330104163, "iteration": 77879, "loss_box_reg": 0.21433794684708118, "loss_cls": 0.18371678236871958, "loss_mask": 0.24599602818489075, "loss_rpn_cls": 0.039835685631260276, "loss_rpn_loc": 0.07461067964322865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811946697577702, "mask_rcnn/false_negative": 0.10932027143006283, "mask_rcnn/false_positive": 0.1213616458122857, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9696580299641937, "total_loss": 0.7660121963126585}
{"data_time": 0.013981468975543976, "eta_seconds": 190155.92617492657, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.278673342786246, "fast_rcnn/fg_cls_accuracy": 0.6716483516483517, "iteration": 77899, "loss_box_reg": 0.23686694726347923, "loss_cls": 0.19331319443881512, "loss_mask": 0.25994029082357883, "loss_rpn_cls": 0.0421793763525784, "loss_rpn_loc": 0.08385870838537812, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017212610154363, "mask_rcnn/false_negative": 0.09407576735631142, "mask_rcnn/false_positive": 0.10296832018292784, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0143525670282543, "total_loss": 0.8498503633309156}
{"data_time": 0.017019198508933187, "eta_seconds": 190139.6093437448, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31554702996137385, "fast_rcnn/fg_cls_accuracy": 0.6682847896440129, "iteration": 77919, "loss_box_reg": 0.23155233543366194, "loss_cls": 0.19053698889911175, "loss_mask": 0.24838742427527905, "loss_rpn_cls": 0.032602577935904264, "loss_rpn_loc": 0.08018669532611966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976198558340387, "mask_rcnn/false_negative": 0.09680372074722401, "mask_rcnn/false_positive": 0.10578359748121582, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.990792891709134, "total_loss": 0.7936562416143715}
{"data_time": 0.02468214649707079, "eta_seconds": 190384.59317369387, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25969221867078146, "fast_rcnn/fg_cls_accuracy": 0.688158518356484, "iteration": 77939, "loss_box_reg": 0.22079077642410994, "loss_cls": 0.18411350157111883, "loss_mask": 0.2528757620602846, "loss_rpn_cls": 0.035081378067843616, "loss_rpn_loc": 0.08785656001418829, "lr": 0.0001, "mask_rcnn/accuracy": 0.893232597315242, "mask_rcnn/false_negative": 0.09047125270897632, "mask_rcnn/false_positive": 0.12477938167219613, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9856321758124977, "total_loss": 0.8070547786774114}
{"data_time": 0.015866907546296716, "eta_seconds": 190385.42347732, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3062856971980503, "fast_rcnn/fg_cls_accuracy": 0.6437268598038093, "iteration": 77959, "loss_box_reg": 0.21707895025610924, "loss_cls": 0.18662190902978182, "loss_mask": 0.2463642656803131, "loss_rpn_cls": 0.04134335240814835, "loss_rpn_loc": 0.0921128997579217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867044538180013, "mask_rcnn/false_negative": 0.10072072042547489, "mask_rcnn/false_positive": 0.11115752214710589, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.018045605160296, "total_loss": 0.8079995228908956}
{"data_time": 0.017279642168432474, "eta_seconds": 190370.4398754239, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2752715951245363, "fast_rcnn/fg_cls_accuracy": 0.7002705627705628, "iteration": 77979, "loss_box_reg": 0.21376115456223488, "loss_cls": 0.1765639246441424, "loss_mask": 0.24498074129223824, "loss_rpn_cls": 0.03983860043808818, "loss_rpn_loc": 0.06833555898629129, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929709160449895, "mask_rcnn/false_negative": 0.10314148189248915, "mask_rcnn/false_positive": 0.11265703671624216, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9999188999645412, "total_loss": 0.7265914431773126}
{"data_time": 0.02125364844687283, "eta_seconds": 190408.18744897842, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3209420596960707, "fast_rcnn/fg_cls_accuracy": 0.5827974914662222, "iteration": 77999, "loss_box_reg": 0.21306689269840717, "loss_cls": 0.1924074376001954, "loss_mask": 0.23985586781054735, "loss_rpn_cls": 0.03641748463269323, "loss_rpn_loc": 0.08303302514832467, "lr": 0.0001, "mask_rcnn/accuracy": 0.893563482283158, "mask_rcnn/false_negative": 0.08690734360958667, "mask_rcnn/false_positive": 0.13151006483226124, "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": 0.998706265585497, "total_loss": 0.7764974469318986}
{"data_time": 0.02439484023489058, "eta_seconds": 190332.75198963005, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.31466821604086476, "fast_rcnn/fg_cls_accuracy": 0.643053667378779, "iteration": 78019, "loss_box_reg": 0.20793488528579473, "loss_cls": 0.1715790443122387, "loss_mask": 0.25249858014285564, "loss_rpn_cls": 0.03619472705759108, "loss_rpn_loc": 0.06889347941614687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868459986214112, "mask_rcnn/false_negative": 0.08553130077679774, "mask_rcnn/false_positive": 0.14312054063064328, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9792395618278533, "total_loss": 0.7305461324285716}
{"data_time": 0.02769561787135899, "eta_seconds": 190368.51907659322, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2883858777242843, "fast_rcnn/fg_cls_accuracy": 0.6569218636253337, "iteration": 78039, "loss_box_reg": 0.24338037334382534, "loss_cls": 0.19754782551899552, "loss_mask": 0.25111958011984825, "loss_rpn_cls": 0.034937560092657804, "loss_rpn_loc": 0.07512341276742518, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051696204797709, "mask_rcnn/false_negative": 0.08629762832208106, "mask_rcnn/false_positive": 0.10936114946606207, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9995746249333024, "total_loss": 0.815118954051286}
{"data_time": 0.022401098860427737, "eta_seconds": 190392.3697838746, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3021592581186052, "fast_rcnn/fg_cls_accuracy": 0.6707744739701669, "iteration": 78059, "loss_box_reg": 0.2076808474957943, "loss_cls": 0.1807904439046979, "loss_mask": 0.24882870353758335, "loss_rpn_cls": 0.03615036967676133, "loss_rpn_loc": 0.06882194196805358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882493192694867, "mask_rcnn/false_negative": 0.09232518012633992, "mask_rcnn/false_positive": 0.12357808554601415, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9939393664244562, "total_loss": 0.7351517385104671}
{"data_time": 0.020388401579111814, "eta_seconds": 190385.8524953574, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3198075526506899, "fast_rcnn/fg_cls_accuracy": 0.6465201465201464, "iteration": 78079, "loss_box_reg": 0.22164304368197918, "loss_cls": 0.19399056676775217, "loss_mask": 0.24365302920341492, "loss_rpn_cls": 0.03758686315268278, "loss_rpn_loc": 0.06637622602283955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949365898516757, "mask_rcnn/false_negative": 0.10299227235547925, "mask_rcnn/false_positive": 0.11547835853248722, "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": 1.0088129250798374, "total_loss": 0.7825976157328114}
{"data_time": 0.018181720981374383, "eta_seconds": 190370.37270977162, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.26871449610772147, "fast_rcnn/fg_cls_accuracy": 0.6878225670433462, "iteration": 78099, "loss_box_reg": 0.19256933312863111, "loss_cls": 0.16553788352757692, "loss_mask": 0.23438906110823154, "loss_rpn_cls": 0.03249875805340707, "loss_rpn_loc": 0.05865225871093571, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061030381183443, "mask_rcnn/false_negative": 0.08924290132002174, "mask_rcnn/false_positive": 0.09695559880691679, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.010749533539638, "total_loss": 0.6716393935494125}
{"data_time": 0.02485981397330761, "eta_seconds": 190478.97722161375, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27824095940201654, "fast_rcnn/fg_cls_accuracy": 0.7051701493937474, "iteration": 78119, "loss_box_reg": 0.21062446385622025, "loss_cls": 0.1771663697436452, "loss_mask": 0.23393699899315834, "loss_rpn_cls": 0.02897050022147596, "loss_rpn_loc": 0.07374878833070397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934566452121027, "mask_rcnn/false_negative": 0.08246621368551744, "mask_rcnn/false_positive": 0.12920728464172238, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9895251670386642, "total_loss": 0.7564532434334978}
{"data_time": 0.023693888448178768, "eta_seconds": 190530.91160217766, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.35798583792289534, "fast_rcnn/fg_cls_accuracy": 0.6056026864616473, "iteration": 78139, "loss_box_reg": 0.21973991207778454, "loss_cls": 0.19730756804347038, "loss_mask": 0.2558621075004339, "loss_rpn_cls": 0.0424625730374828, "loss_rpn_loc": 0.0701533529208973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863278941671358, "mask_rcnn/false_negative": 0.09794168899664768, "mask_rcnn/false_positive": 0.12702629284731365, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9952650514896959, "total_loss": 0.8194428965216503}
{"data_time": 0.015040379483252764, "eta_seconds": 190520.41915979236, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2942307692307692, "fast_rcnn/fg_cls_accuracy": 0.6640442455878698, "iteration": 78159, "loss_box_reg": 0.23004060983657837, "loss_cls": 0.20735159050673246, "loss_mask": 0.24585488252341747, "loss_rpn_cls": 0.03458803449757397, "loss_rpn_loc": 0.09193243319168687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995636353692185, "mask_rcnn/false_negative": 0.09578653931314199, "mask_rcnn/false_positive": 0.10092945941609734, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.000420266063884, "total_loss": 0.8313057078048587}
{"data_time": 0.021250642370432615, "eta_seconds": 190491.18869764265, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3343881856540084, "fast_rcnn/fg_cls_accuracy": 0.6467691521358785, "iteration": 78179, "loss_box_reg": 0.2273663990199566, "loss_cls": 0.1825444335117936, "loss_mask": 0.24358791671693325, "loss_rpn_cls": 0.03341215383261442, "loss_rpn_loc": 0.07630553981289268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918912350940948, "mask_rcnn/false_negative": 0.08319088657555418, "mask_rcnn/false_positive": 0.12467970346418228, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0103016975335777, "total_loss": 0.779462700127624}
{"data_time": 0.014872352592647076, "eta_seconds": 190519.7335576173, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.2643537904282375, "fast_rcnn/fg_cls_accuracy": 0.6949996146633441, "iteration": 78199, "loss_box_reg": 0.21797279454767704, "loss_cls": 0.17650916567072272, "loss_mask": 0.23626179434359074, "loss_rpn_cls": 0.03597188531421125, "loss_rpn_loc": 0.08196616498753428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935558489129918, "mask_rcnn/false_negative": 0.09137138163196427, "mask_rcnn/false_positive": 0.12717387040197828, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.004923420259729, "total_loss": 0.7620245495345443}
{"data_time": 0.015704173827543855, "eta_seconds": 190477.23751523532, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6313803088803089, "iteration": 78219, "loss_box_reg": 0.2331175822764635, "loss_cls": 0.18746453616768122, "loss_mask": 0.239987475797534, "loss_rpn_cls": 0.03959683357970789, "loss_rpn_loc": 0.08713470725342631, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927510486881877, "mask_rcnn/false_negative": 0.10584230233769121, "mask_rcnn/false_positive": 0.10431107644480395, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9962143679149449, "total_loss": 0.7871492101112381}
{"data_time": 0.020901309559121728, "eta_seconds": 190480.0005579181, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.28847525317358436, "fast_rcnn/fg_cls_accuracy": 0.6997718383311604, "iteration": 78239, "loss_box_reg": 0.21228249836713076, "loss_cls": 0.17995176557451487, "loss_mask": 0.24404807202517986, "loss_rpn_cls": 0.04192681587301195, "loss_rpn_loc": 0.06292932201176882, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937359693877551, "mask_rcnn/false_negative": 0.08964127062546347, "mask_rcnn/false_positive": 0.11919024124949396, "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": 0.9942531560081989, "total_loss": 0.7416045789141208}
{"data_time": 0.016659452114254236, "eta_seconds": 190512.61108405888, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.30315084501977707, "fast_rcnn/fg_cls_accuracy": 0.6565350102971462, "iteration": 78259, "loss_box_reg": 0.2414374966174364, "loss_cls": 0.19701087661087513, "loss_mask": 0.2663900963962078, "loss_rpn_cls": 0.03856729902327061, "loss_rpn_loc": 0.08173072128556669, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858799001883177, "mask_rcnn/false_negative": 0.1023346493544973, "mask_rcnn/false_positive": 0.11929237843397128, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9966936269775033, "total_loss": 0.8394278508494608}
{"data_time": 0.013118078466504812, "eta_seconds": 190492.73911044002, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29056866952789695, "fast_rcnn/fg_cls_accuracy": 0.6971240601503759, "iteration": 78279, "loss_box_reg": 0.2198130153119564, "loss_cls": 0.18746776739135385, "loss_mask": 0.2400189321488142, "loss_rpn_cls": 0.033640334964729846, "loss_rpn_loc": 0.06522440852131695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904001792104401, "mask_rcnn/false_negative": 0.08185455685647208, "mask_rcnn/false_positive": 0.12590648151085593, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0031119384802878, "total_loss": 0.7602254844969139}
{"data_time": 0.015292556723579764, "eta_seconds": 190482.44386331644, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2944881231180997, "fast_rcnn/fg_cls_accuracy": 0.6685495367070563, "iteration": 78299, "loss_box_reg": 0.20677831396460533, "loss_cls": 0.16717896237969398, "loss_mask": 0.23861942999064922, "loss_rpn_cls": 0.03436356387101114, "loss_rpn_loc": 0.07192528597079217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930946445136496, "mask_rcnn/false_negative": 0.09001624968248699, "mask_rcnn/false_positive": 0.11822832506852243, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9921772943343967, "total_loss": 0.7072191678453237}
{"data_time": 0.015586198540404439, "eta_seconds": 190472.6815854758, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3161722542910662, "fast_rcnn/fg_cls_accuracy": 0.6509893455098934, "iteration": 78319, "loss_box_reg": 0.20498699881136417, "loss_cls": 0.1805865876376629, "loss_mask": 0.24048437178134918, "loss_rpn_cls": 0.03412422625115141, "loss_rpn_loc": 0.06966311321593821, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035305793121617, "mask_rcnn/false_negative": 0.07997592429950613, "mask_rcnn/false_positive": 0.10242560231993572, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9655228671617806, "total_loss": 0.7415818870067596}
{"data_time": 0.02076264307834208, "eta_seconds": 190486.92289591767, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.34922645229789173, "fast_rcnn/fg_cls_accuracy": 0.6019943019943019, "iteration": 78339, "loss_box_reg": 0.22731677256524563, "loss_cls": 0.18529852759093046, "loss_mask": 0.24902093224227428, "loss_rpn_cls": 0.04044402821455151, "loss_rpn_loc": 0.0824007575865835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834136132189518, "mask_rcnn/false_negative": 0.08571409235237851, "mask_rcnn/false_positive": 0.11505105292860769, "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": 1.001752249430865, "total_loss": 0.7876015579677187}
{"data_time": 0.0180837360676378, "eta_seconds": 190530.23875591345, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3073984771573604, "fast_rcnn/fg_cls_accuracy": 0.6485486211901306, "iteration": 78359, "loss_box_reg": 0.20552251115441322, "loss_cls": 0.17555976007133722, "loss_mask": 0.24505660310387611, "loss_rpn_cls": 0.03822349855909124, "loss_rpn_loc": 0.0780808450654149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884365287289312, "mask_rcnn/false_negative": 0.09503715960449347, "mask_rcnn/false_positive": 0.12806938260432937, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9828292799647897, "total_loss": 0.7288187663070858}
{"data_time": 0.018557675648480654, "eta_seconds": 190658.4958070796, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31412757530075963, "fast_rcnn/fg_cls_accuracy": 0.6749794224269277, "iteration": 78379, "loss_box_reg": 0.2149272058159113, "loss_cls": 0.17676066048443317, "loss_mask": 0.2410863358527422, "loss_rpn_cls": 0.0366447102278471, "loss_rpn_loc": 0.07002500491216779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921884660527526, "mask_rcnn/false_negative": 0.1124431559183174, "mask_rcnn/false_positive": 0.12344734624107179, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.034930080641061, "total_loss": 0.732614457490854}
{"data_time": 0.013192898593842983, "eta_seconds": 190781.1184280552, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32597688622482573, "fast_rcnn/fg_cls_accuracy": 0.6529055564218514, "iteration": 78399, "loss_box_reg": 0.22035828977823257, "loss_cls": 0.17275909893214703, "loss_mask": 0.23811625689268112, "loss_rpn_cls": 0.030608941800892353, "loss_rpn_loc": 0.08224642043933272, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927302147965414, "mask_rcnn/false_negative": 0.09919761362859154, "mask_rcnn/false_positive": 0.11921084422086901, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0111369574442506, "total_loss": 0.7286897272570059}
{"data_time": 0.014037104556336999, "eta_seconds": 190772.04072601162, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2929969897366612, "fast_rcnn/fg_cls_accuracy": 0.6539684456250503, "iteration": 78419, "loss_box_reg": 0.21252800710499287, "loss_cls": 0.1823209091089666, "loss_mask": 0.24560725316405296, "loss_rpn_cls": 0.031011156272143126, "loss_rpn_loc": 0.06201882578898221, "lr": 0.0001, "mask_rcnn/accuracy": 0.890636286087638, "mask_rcnn/false_negative": 0.08047444326065026, "mask_rcnn/false_positive": 0.1486251298847664, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9708982286974788, "total_loss": 0.7325249280547723}
{"data_time": 0.01864443114027381, "eta_seconds": 190851.65286927484, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2875268491490885, "fast_rcnn/fg_cls_accuracy": 0.6696014247372513, "iteration": 78439, "loss_box_reg": 0.23029992543160915, "loss_cls": 0.1939993929117918, "loss_mask": 0.24069666676223278, "loss_rpn_cls": 0.03197490144520998, "loss_rpn_loc": 0.0840288654435426, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946835504911874, "mask_rcnn/false_negative": 0.09304668473488906, "mask_rcnn/false_positive": 0.12490960225726902, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.021725066471845, "total_loss": 0.8053729183739051}
{"data_time": 0.019730329979211092, "eta_seconds": 190918.57314927503, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2761268896807002, "fast_rcnn/fg_cls_accuracy": 0.6859623015873015, "iteration": 78459, "loss_box_reg": 0.22917474433779716, "loss_cls": 0.18974310345947742, "loss_mask": 0.24555259570479393, "loss_rpn_cls": 0.03572162566706538, "loss_rpn_loc": 0.08205104689113796, "lr": 0.0001, "mask_rcnn/accuracy": 0.905944597185395, "mask_rcnn/false_negative": 0.09060562546415912, "mask_rcnn/false_positive": 0.09658176098592419, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0066094740759581, "total_loss": 0.7749659600667655}
{"data_time": 0.016240445896983147, "eta_seconds": 191145.88416829705, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3390236299021136, "fast_rcnn/fg_cls_accuracy": 0.6443647163959417, "iteration": 78479, "loss_box_reg": 0.22711827605962753, "loss_cls": 0.19431965332478285, "loss_mask": 0.24556770361959934, "loss_rpn_cls": 0.03905047773150727, "loss_rpn_loc": 0.07808568305335939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900613609812115, "mask_rcnn/false_negative": 0.0942061588962547, "mask_rcnn/false_positive": 0.10516999644925835, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0063759058248252, "total_loss": 0.7746420744806528}
{"data_time": 0.01700215134769678, "eta_seconds": 191239.60202431772, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3471309434901668, "fast_rcnn/fg_cls_accuracy": 0.6072046374677954, "iteration": 78499, "loss_box_reg": 0.21943856216967106, "loss_cls": 0.19117204565554857, "loss_mask": 0.2544506900012493, "loss_rpn_cls": 0.03622780303703621, "loss_rpn_loc": 0.09124681144021451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951965252360637, "mask_rcnn/false_negative": 0.08970723452844201, "mask_rcnn/false_positive": 0.1374954291715456, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.998089510248974, "total_loss": 0.7588106656912714}
{"data_time": 0.015934489434584975, "eta_seconds": 191331.04418864474, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.29599527576186113, "fast_rcnn/fg_cls_accuracy": 0.6610601673101673, "iteration": 78519, "loss_box_reg": 0.22046069847419858, "loss_cls": 0.1947116144001484, "loss_mask": 0.23700051568448544, "loss_rpn_cls": 0.030580562888644636, "loss_rpn_loc": 0.06128754001110792, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049253542467762, "mask_rcnn/false_negative": 0.09031396572936704, "mask_rcnn/false_positive": 0.11015359797430424, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0331320399418473, "total_loss": 0.7798917055188213}
{"data_time": 0.02622009301558137, "eta_seconds": 191388.709738506, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3187541638907395, "fast_rcnn/fg_cls_accuracy": 0.6722851432378414, "iteration": 78539, "loss_box_reg": 0.22652021143585443, "loss_cls": 0.18524694722145796, "loss_mask": 0.2515342142432928, "loss_rpn_cls": 0.03862332820426673, "loss_rpn_loc": 0.08893608511425555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993786922663802, "mask_rcnn/false_negative": 0.08142583725435992, "mask_rcnn/false_positive": 0.11582482124139784, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0066857147030532, "total_loss": 0.771520356182009}
{"data_time": 0.01510119205340743, "eta_seconds": 191343.70155921206, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3723595037013867, "fast_rcnn/fg_cls_accuracy": 0.5842411784857828, "iteration": 78559, "loss_box_reg": 0.21449758857488632, "loss_cls": 0.1883830614387989, "loss_mask": 0.253568347543478, "loss_rpn_cls": 0.03014676703605801, "loss_rpn_loc": 0.07210322038736194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888401411872595, "mask_rcnn/false_negative": 0.10374338948150552, "mask_rcnn/false_positive": 0.11769428775723355, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9803980870638043, "total_loss": 0.7739040939486586}
{"data_time": 0.013772507663816214, "eta_seconds": 191361.1147039244, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3085197723481503, "fast_rcnn/fg_cls_accuracy": 0.6586876895782063, "iteration": 78579, "loss_box_reg": 0.21772043034434319, "loss_cls": 0.1908401856198907, "loss_mask": 0.24199438840150833, "loss_rpn_cls": 0.03515934629831463, "loss_rpn_loc": 0.07892524817725644, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974184841764896, "mask_rcnn/false_negative": 0.08651392952229114, "mask_rcnn/false_positive": 0.10811591505356188, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0228855474852026, "total_loss": 0.7495050177676603}
{"data_time": 0.01639303262345493, "eta_seconds": 191259.56868384965, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3153448371218406, "fast_rcnn/fg_cls_accuracy": 0.6502843443354148, "iteration": 78599, "loss_box_reg": 0.21218137629330158, "loss_cls": 0.17823761608451605, "loss_mask": 0.2488594502210617, "loss_rpn_cls": 0.03343849501106888, "loss_rpn_loc": 0.07929984712973237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782679490446972, "mask_rcnn/false_negative": 0.10871814332645127, "mask_rcnn/false_positive": 0.13475613103600448, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9833837801124901, "total_loss": 0.7594888199819252}
{"data_time": 0.014055334962904453, "eta_seconds": 191308.73952656053, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.36693061840120667, "fast_rcnn/fg_cls_accuracy": 0.6182157946051349, "iteration": 78619, "loss_box_reg": 0.21886373218148947, "loss_cls": 0.18686063960194588, "loss_mask": 0.24977567791938782, "loss_rpn_cls": 0.03418551490176469, "loss_rpn_loc": 0.07174021052196622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840144266473805, "mask_rcnn/false_negative": 0.09743892114473879, "mask_rcnn/false_positive": 0.13239366984215079, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9958961110096425, "total_loss": 0.767046642373316}
{"data_time": 0.015979742165654898, "eta_seconds": 191211.1375388503, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3533233819272126, "fast_rcnn/fg_cls_accuracy": 0.6239143920595533, "iteration": 78639, "loss_box_reg": 0.2311560232192278, "loss_cls": 0.18091215379536152, "loss_mask": 0.24876412004232407, "loss_rpn_cls": 0.040010029915720224, "loss_rpn_loc": 0.07994022942148149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813232185706772, "mask_rcnn/false_negative": 0.1106955758554149, "mask_rcnn/false_positive": 0.11113925685090015, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9879362685605884, "total_loss": 0.8067456611897796}
{"data_time": 0.01668905606493354, "eta_seconds": 191199.6127062058, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3148268868607852, "fast_rcnn/fg_cls_accuracy": 0.6440422322775264, "iteration": 78659, "loss_box_reg": 0.213529285043478, "loss_cls": 0.1795187946408987, "loss_mask": 0.24997174739837646, "loss_rpn_cls": 0.03156457672594115, "loss_rpn_loc": 0.08533542510122061, "lr": 0.0001, "mask_rcnn/accuracy": 0.902182950474876, "mask_rcnn/false_negative": 0.08860437777848637, "mask_rcnn/false_positive": 0.12165583493500051, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0273736228700727, "total_loss": 0.7508433201001026}
{"data_time": 0.019085583509877324, "eta_seconds": 191171.1686555855, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31117797695262484, "fast_rcnn/fg_cls_accuracy": 0.622457711442786, "iteration": 78679, "loss_box_reg": 0.22080081328749657, "loss_cls": 0.18972567841410637, "loss_mask": 0.25421978160738945, "loss_rpn_cls": 0.04100957268383354, "loss_rpn_loc": 0.08414872270077467, "lr": 0.0001, "mask_rcnn/accuracy": 0.899127411238468, "mask_rcnn/false_negative": 0.10286631144849404, "mask_rcnn/false_positive": 0.09939003354719975, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9839993109926581, "total_loss": 0.7883172226138413}
{"data_time": 0.01605858886614442, "eta_seconds": 190986.66429312434, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3288849868305531, "fast_rcnn/fg_cls_accuracy": 0.6409636222910217, "iteration": 78699, "loss_box_reg": 0.2082016123458743, "loss_cls": 0.19165556598454714, "loss_mask": 0.2278461940586567, "loss_rpn_cls": 0.031394524965435266, "loss_rpn_loc": 0.05696794320829213, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018909009046308, "mask_rcnn/false_negative": 0.0795008116593798, "mask_rcnn/false_positive": 0.11659193193051504, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9912285523023456, "total_loss": 0.7343199293827638}
{"data_time": 0.013670553220435977, "eta_seconds": 190861.7803084664, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.32846777201369814, "fast_rcnn/fg_cls_accuracy": 0.6543578604398588, "iteration": 78719, "loss_box_reg": 0.21924833953380585, "loss_cls": 0.185103140771389, "loss_mask": 0.239714577794075, "loss_rpn_cls": 0.037415540777146816, "loss_rpn_loc": 0.07311571936588734, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022486710112161, "mask_rcnn/false_negative": 0.09174854575237942, "mask_rcnn/false_positive": 0.11527413735098377, "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": 0.9851261351723224, "total_loss": 0.7543643264798447}
{"data_time": 0.022928152000531554, "eta_seconds": 190809.89682220854, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.31531507204424186, "fast_rcnn/fg_cls_accuracy": 0.6329646730376892, "iteration": 78739, "loss_box_reg": 0.2419373970478773, "loss_cls": 0.202500456944108, "loss_mask": 0.25253953598439693, "loss_rpn_cls": 0.03945152263622731, "loss_rpn_loc": 0.08870623994152993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898796713062564, "mask_rcnn/false_negative": 0.10031894357822892, "mask_rcnn/false_positive": 0.12145428145372715, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0078594484366477, "total_loss": 0.8590460498817265}
{"data_time": 0.015962191624566913, "eta_seconds": 190789.94388936087, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.31090726542533775, "fast_rcnn/fg_cls_accuracy": 0.6711093990755008, "iteration": 78759, "loss_box_reg": 0.20844333805143833, "loss_cls": 0.170825838111341, "loss_mask": 0.23791011236608028, "loss_rpn_cls": 0.03158768732100725, "loss_rpn_loc": 0.07563293201383203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944492885966524, "mask_rcnn/false_negative": 0.09221782733165351, "mask_rcnn/false_positive": 0.12104115329047595, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0083465978968889, "total_loss": 0.741210026491899}
{"data_time": 0.013709135120734572, "eta_seconds": 190728.06154513266, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3445291221454012, "fast_rcnn/fg_cls_accuracy": 0.6139320290439694, "iteration": 78779, "loss_box_reg": 0.22629119362682104, "loss_cls": 0.17836907878518105, "loss_mask": 0.24772117659449577, "loss_rpn_cls": 0.03255842882208526, "loss_rpn_loc": 0.07207498780917376, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906932358391749, "mask_rcnn/false_negative": 0.10275269906488413, "mask_rcnn/false_positive": 0.11210448996441484, "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": 0.977381489938125, "total_loss": 0.7585813531186432}
{"data_time": 0.015650492161512375, "eta_seconds": 190769.10092011094, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2598598598598598, "fast_rcnn/fg_cls_accuracy": 0.7005446623093682, "iteration": 78799, "loss_box_reg": 0.23453633300960064, "loss_cls": 0.19669663533568382, "loss_mask": 0.26167046651244164, "loss_rpn_cls": 0.038077106699347496, "loss_rpn_loc": 0.08091068034991622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852217669750413, "mask_rcnn/false_negative": 0.09738324492260825, "mask_rcnn/false_positive": 0.11994632486929763, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9885224630124867, "total_loss": 0.8199630314484239}
{"data_time": 0.018517200835049152, "eta_seconds": 190749.14599323645, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26317814544055407, "fast_rcnn/fg_cls_accuracy": 0.6956009369052847, "iteration": 78819, "loss_box_reg": 0.21646215952932835, "loss_cls": 0.17235949262976646, "loss_mask": 0.24126417376101017, "loss_rpn_cls": 0.02948213112540543, "loss_rpn_loc": 0.06541143474169075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924170978341965, "mask_rcnn/false_negative": 0.09148360744381319, "mask_rcnn/false_positive": 0.1087882965085632, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0003207128029317, "total_loss": 0.7452707621268928}
{"data_time": 0.019251829478889704, "eta_seconds": 190846.89360310324, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34022389714032364, "fast_rcnn/fg_cls_accuracy": 0.6297888795794164, "iteration": 78839, "loss_box_reg": 0.20399300288408995, "loss_cls": 0.17737335059791803, "loss_mask": 0.24297402426600456, "loss_rpn_cls": 0.037678885040804744, "loss_rpn_loc": 0.08475601207464933, "lr": 0.0001, "mask_rcnn/accuracy": 0.886986559268637, "mask_rcnn/false_negative": 0.1024118370799327, "mask_rcnn/false_positive": 0.14166302296391486, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0228996565565467, "total_loss": 0.749837504234165}
{"data_time": 0.016293287044391036, "eta_seconds": 190880.92513567768, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2978635384789754, "fast_rcnn/fg_cls_accuracy": 0.6679790026246719, "iteration": 78859, "loss_box_reg": 0.20803227927535772, "loss_cls": 0.18212264217436314, "loss_mask": 0.23186136037111282, "loss_rpn_cls": 0.03230578522197902, "loss_rpn_loc": 0.0685312362620607, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047185043524986, "mask_rcnn/false_negative": 0.08245004070845283, "mask_rcnn/false_positive": 0.11186267268628686, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0141615536995232, "total_loss": 0.7080718934885226}
{"data_time": 0.013683795928955078, "eta_seconds": 190934.04527630657, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27670880800222286, "fast_rcnn/fg_cls_accuracy": 0.6702966068794161, "iteration": 78879, "loss_box_reg": 0.211384491994977, "loss_cls": 0.16871336568146944, "loss_mask": 0.2390662431716919, "loss_rpn_cls": 0.029373926110565662, "loss_rpn_loc": 0.05729674571193755, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043414200235745, "mask_rcnn/false_negative": 0.09787100101932057, "mask_rcnn/false_positive": 0.10284644317740271, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9945497596636415, "total_loss": 0.7219913030276075}
{"data_time": 0.019279274391010404, "eta_seconds": 190840.97935245372, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3919244779641886, "fast_rcnn/fg_cls_accuracy": 0.5571723474265847, "iteration": 78899, "loss_box_reg": 0.24207495339214802, "loss_cls": 0.1909894086420536, "loss_mask": 0.24959847889840603, "loss_rpn_cls": 0.037600098410621285, "loss_rpn_loc": 0.08977671549655497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843763248436523, "mask_rcnn/false_negative": 0.09632493595801125, "mask_rcnn/false_positive": 0.1276622586961847, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.005249532405287, "total_loss": 0.8209242927841842}
{"data_time": 0.019416266353800893, "eta_seconds": 190707.47288960032, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31312640575798467, "fast_rcnn/fg_cls_accuracy": 0.6717948717948719, "iteration": 78919, "loss_box_reg": 0.2099921777844429, "loss_cls": 0.17812356632202864, "loss_mask": 0.23297820799052715, "loss_rpn_cls": 0.03811461967416108, "loss_rpn_loc": 0.07197681511752307, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026280950185872, "mask_rcnn/false_negative": 0.07762974510408813, "mask_rcnn/false_positive": 0.1116481119431498, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9668513804208487, "total_loss": 0.7488413084065542}
{"data_time": 0.019679270684719086, "eta_seconds": 190849.7498362325, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3247904166134729, "fast_rcnn/fg_cls_accuracy": 0.652300972068414, "iteration": 78939, "loss_box_reg": 0.2382967323064804, "loss_cls": 0.19425338692963123, "loss_mask": 0.24015208519995213, "loss_rpn_cls": 0.03538953873794526, "loss_rpn_loc": 0.07508002175018191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953036912669817, "mask_rcnn/false_negative": 0.098389096148645, "mask_rcnn/false_positive": 0.1158889809657141, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9976587563287467, "total_loss": 0.8056845488026738}
{"data_time": 0.018537308555096388, "eta_seconds": 190858.28461535275, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3452969410416219, "fast_rcnn/fg_cls_accuracy": 0.6239778739778741, "iteration": 78959, "loss_box_reg": 0.23513178853318095, "loss_cls": 0.20107952691614628, "loss_mask": 0.24433555454015732, "loss_rpn_cls": 0.035432741162367165, "loss_rpn_loc": 0.06768470793031156, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903224517681783, "mask_rcnn/false_negative": 0.09756300516510072, "mask_rcnn/false_positive": 0.11743241387143806, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0154045084491372, "total_loss": 0.7994117534253746}
{"data_time": 0.014917187625542283, "eta_seconds": 190761.0877860058, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31486013986013983, "fast_rcnn/fg_cls_accuracy": 0.6473684210526316, "iteration": 78979, "loss_box_reg": 0.21732416283339262, "loss_cls": 0.17183773312717676, "loss_mask": 0.23484202660620213, "loss_rpn_cls": 0.037553335656411946, "loss_rpn_loc": 0.06288275495171547, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034991662698233, "mask_rcnn/false_negative": 0.08033060845073756, "mask_rcnn/false_positive": 0.10432239640087973, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9730099239386618, "total_loss": 0.7312800819054246}
{"data_time": 0.016086481045931578, "eta_seconds": 190583.12142640352, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3079868398661297, "fast_rcnn/fg_cls_accuracy": 0.6444005530317993, "iteration": 78999, "loss_box_reg": 0.19990337453782558, "loss_cls": 0.16973228752613068, "loss_mask": 0.24780394695699215, "loss_rpn_cls": 0.034655937226489186, "loss_rpn_loc": 0.07537898537702858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969291331204847, "mask_rcnn/false_negative": 0.09161043491769616, "mask_rcnn/false_positive": 0.11782131253704822, "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": 0.9736756305210292, "total_loss": 0.755274492315948}
{"data_time": 0.01880522700957954, "eta_seconds": 190530.55576234125, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.32839281062776765, "fast_rcnn/fg_cls_accuracy": 0.6289883297516714, "iteration": 79019, "loss_box_reg": 0.2190218474715948, "loss_cls": 0.18029983155429363, "loss_mask": 0.23744871467351913, "loss_rpn_cls": 0.03936290694400668, "loss_rpn_loc": 0.07877603941597044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896666157536895, "mask_rcnn/false_negative": 0.09695486739173494, "mask_rcnn/false_positive": 0.12304766730090963, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9871329551097006, "total_loss": 0.7521618582541123}
{"data_time": 0.016750271897763014, "eta_seconds": 190513.97917916998, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2712481267394562, "fast_rcnn/fg_cls_accuracy": 0.7000276266575994, "iteration": 79039, "loss_box_reg": 0.22360092774033546, "loss_cls": 0.17948145233094692, "loss_mask": 0.24163372442126274, "loss_rpn_cls": 0.030873344046995044, "loss_rpn_loc": 0.07117001293227077, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045405526038783, "mask_rcnn/false_negative": 0.08598310344290877, "mask_rcnn/false_positive": 0.09462104363863344, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9976978213526309, "total_loss": 0.7709286349127069}
{"data_time": 0.0207200413569808, "eta_seconds": 190514.28898212034, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31759966072943174, "fast_rcnn/fg_cls_accuracy": 0.641548463356974, "iteration": 79059, "loss_box_reg": 0.23109735362231731, "loss_cls": 0.18291720282286406, "loss_mask": 0.24562909826636314, "loss_rpn_cls": 0.033487996144685894, "loss_rpn_loc": 0.0626930680591613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845345702837326, "mask_rcnn/false_negative": 0.08831828768220135, "mask_rcnn/false_positive": 0.13294467112542185, "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": 1.0062607172876596, "total_loss": 0.7657859197352082}
{"data_time": 0.012853495078161359, "eta_seconds": 190497.0083849877, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.34386263658294314, "fast_rcnn/fg_cls_accuracy": 0.6040521978021978, "iteration": 79079, "loss_box_reg": 0.2098837047815323, "loss_cls": 0.17384887672960758, "loss_mask": 0.24220829457044601, "loss_rpn_cls": 0.03139686101349071, "loss_rpn_loc": 0.05745383072644472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844370087691806, "mask_rcnn/false_negative": 0.09218254145434558, "mask_rcnn/false_positive": 0.128230111968002, "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": 1.0144431530497968, "total_loss": 0.7536512117367238}
{"data_time": 0.01453959895297885, "eta_seconds": 190454.11931977142, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3327275566850766, "fast_rcnn/fg_cls_accuracy": 0.6610040747944855, "iteration": 79099, "loss_box_reg": 0.2142484439536929, "loss_cls": 0.17445532325655222, "loss_mask": 0.24768680147826672, "loss_rpn_cls": 0.039855251321569085, "loss_rpn_loc": 0.09036060888320208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859207005931072, "mask_rcnn/false_negative": 0.09352622711552741, "mask_rcnn/false_positive": 0.12551148779587734, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.002025671536103, "total_loss": 0.806433794205077}
{"data_time": 0.027384606655687094, "eta_seconds": 190449.82209011912, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.31472509526401743, "fast_rcnn/fg_cls_accuracy": 0.6499318443955122, "iteration": 79119, "loss_box_reg": 0.21359012741595507, "loss_cls": 0.17361093359068036, "loss_mask": 0.2399856448173523, "loss_rpn_cls": 0.042976734694093466, "loss_rpn_loc": 0.07179685262963176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973806686252261, "mask_rcnn/false_negative": 0.09507704885658623, "mask_rcnn/false_positive": 0.11815908761868393, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9920981407631189, "total_loss": 0.787437791004777}
{"data_time": 0.015967277577146888, "eta_seconds": 190391.93426039536, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.25523918337893503, "fast_rcnn/fg_cls_accuracy": 0.6972927338808917, "iteration": 79139, "loss_box_reg": 0.22883833944797516, "loss_cls": 0.18500191625207663, "loss_mask": 0.2392673771828413, "loss_rpn_cls": 0.034546803566627204, "loss_rpn_loc": 0.07188796647824347, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040124754220624, "mask_rcnn/false_negative": 0.09374975190729579, "mask_rcnn/false_positive": 0.09437267073607808, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9699519008863717, "total_loss": 0.7721595474286005}
{"data_time": 0.017540936591103673, "eta_seconds": 190328.20103547536, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.308897038213585, "fast_rcnn/fg_cls_accuracy": 0.662273355079491, "iteration": 79159, "loss_box_reg": 0.21545411832630634, "loss_cls": 0.17615861725062132, "loss_mask": 0.24902025796473026, "loss_rpn_cls": 0.035128716262988746, "loss_rpn_loc": 0.08464595209807158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937405091818148, "mask_rcnn/false_negative": 0.09294324098610784, "mask_rcnn/false_positive": 0.12031478497549732, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9885164592415094, "total_loss": 0.773741141310893}
{"data_time": 0.023593322839587927, "eta_seconds": 190285.45490708668, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3236598822038321, "fast_rcnn/fg_cls_accuracy": 0.6574394463667821, "iteration": 79179, "loss_box_reg": 0.22861841786652803, "loss_cls": 0.1848028739914298, "loss_mask": 0.2478415109217167, "loss_rpn_cls": 0.03924876602832228, "loss_rpn_loc": 0.07381806895136833, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948444340163093, "mask_rcnn/false_negative": 0.0987041780732559, "mask_rcnn/false_positive": 0.11673402855493131, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9847824769094586, "total_loss": 0.7845108681358397}
{"data_time": 0.02486481750383973, "eta_seconds": 190265.5109331943, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3247311827956989, "fast_rcnn/fg_cls_accuracy": 0.6570812248605165, "iteration": 79199, "loss_box_reg": 0.22678303997963667, "loss_cls": 0.18911151867359877, "loss_mask": 0.24328964576125145, "loss_rpn_cls": 0.029550155391916633, "loss_rpn_loc": 0.06884875940158963, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906049739431076, "mask_rcnn/false_negative": 0.10023452436335811, "mask_rcnn/false_positive": 0.11341253548990492, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0101630426943302, "total_loss": 0.7727868139045313}
{"data_time": 0.019830328645184636, "eta_seconds": 190137.86481042393, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.28608634678954226, "fast_rcnn/fg_cls_accuracy": 0.685565461284183, "iteration": 79219, "loss_box_reg": 0.2353882435709238, "loss_cls": 0.19596517086029053, "loss_mask": 0.24982282891869545, "loss_rpn_cls": 0.038723515695892274, "loss_rpn_loc": 0.08110050298273563, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006367708144025, "mask_rcnn/false_negative": 0.09594623116155074, "mask_rcnn/false_positive": 0.11063946525168736, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.9745069390628487, "total_loss": 0.8007804696680978}
{"data_time": 0.016515329014509916, "eta_seconds": 189990.88855303824, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.30462901069518716, "fast_rcnn/fg_cls_accuracy": 0.6727815794752914, "iteration": 79239, "loss_box_reg": 0.21315950341522694, "loss_cls": 0.182597148232162, "loss_mask": 0.24458805844187737, "loss_rpn_cls": 0.035308869439177215, "loss_rpn_loc": 0.059135671239346266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922502075819855, "mask_rcnn/false_negative": 0.09722805018435426, "mask_rcnn/false_positive": 0.11870099254185215, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9697064489591867, "total_loss": 0.7186766525264829}
{"data_time": 0.021100135520100594, "eta_seconds": 189970.9691895917, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2957804743519029, "fast_rcnn/fg_cls_accuracy": 0.6726551687426807, "iteration": 79259, "loss_box_reg": 0.23532775696367025, "loss_cls": 0.18978217244148254, "loss_mask": 0.2439860850572586, "loss_rpn_cls": 0.039883585879579186, "loss_rpn_loc": 0.0752546121366322, "lr": 0.0001, "mask_rcnn/accuracy": 0.89450147675662, "mask_rcnn/false_negative": 0.09449673004347103, "mask_rcnn/false_positive": 0.11874957583761568, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9869568289723247, "total_loss": 0.8221371911931783}
{"data_time": 0.016390464501455426, "eta_seconds": 189989.2220032215, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3170595980813242, "fast_rcnn/fg_cls_accuracy": 0.6642395836599053, "iteration": 79279, "loss_box_reg": 0.2117216531187296, "loss_cls": 0.18334232829511166, "loss_mask": 0.23433491587638855, "loss_rpn_cls": 0.03071579395327717, "loss_rpn_loc": 0.09227221109904349, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931589304778407, "mask_rcnn/false_negative": 0.10480300019084302, "mask_rcnn/false_positive": 0.1125025914881272, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0142432963475585, "total_loss": 0.7773420248995535}
{"data_time": 0.01672871457412839, "eta_seconds": 189808.92355530523, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3359354060573573, "fast_rcnn/fg_cls_accuracy": 0.6176180689539468, "iteration": 79299, "loss_box_reg": 0.21389530692249537, "loss_cls": 0.17766424268484116, "loss_mask": 0.2299951184540987, "loss_rpn_cls": 0.034117974108085036, "loss_rpn_loc": 0.06306522875092924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900607476933577, "mask_rcnn/false_negative": 0.09570728560898538, "mask_rcnn/false_positive": 0.11362452317349134, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.975803061388433, "total_loss": 0.7230463293381035}
{"data_time": 0.012297735549509525, "eta_seconds": 189911.2110992521, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3089410996899984, "fast_rcnn/fg_cls_accuracy": 0.6388405797101449, "iteration": 79319, "loss_box_reg": 0.22703120671212673, "loss_cls": 0.1902881246060133, "loss_mask": 0.25628751888871193, "loss_rpn_cls": 0.03151848237030208, "loss_rpn_loc": 0.07943215849809349, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946029169243455, "mask_rcnn/false_negative": 0.08934493390305115, "mask_rcnn/false_positive": 0.1297335332980001, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9723536353558302, "total_loss": 0.7682102450344246}
{"data_time": 0.022578027565032244, "eta_seconds": 189769.11046174355, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3077752520836976, "fast_rcnn/fg_cls_accuracy": 0.6591711202984774, "iteration": 79339, "loss_box_reg": 0.22550149448215961, "loss_cls": 0.19364010076969862, "loss_mask": 0.2518271580338478, "loss_rpn_cls": 0.03606769582256675, "loss_rpn_loc": 0.08001008350402117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848791598389609, "mask_rcnn/false_negative": 0.1026397899631698, "mask_rcnn/false_positive": 0.12916649668072086, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9956156483385712, "total_loss": 0.7610721692908555}
{"data_time": 0.016579176066443324, "eta_seconds": 189749.2039149627, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28590325018896445, "fast_rcnn/fg_cls_accuracy": 0.7002389486260454, "iteration": 79359, "loss_box_reg": 0.21151395561173558, "loss_cls": 0.17384729254990816, "loss_mask": 0.2295597307384014, "loss_rpn_cls": 0.04120436107041314, "loss_rpn_loc": 0.07747692195698619, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019143450062952, "mask_rcnn/false_negative": 0.07833137094574166, "mask_rcnn/false_positive": 0.12801729363728925, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9577894764952362, "total_loss": 0.7375370569061488}
{"data_time": 0.016402595909312367, "eta_seconds": 189424.80065879412, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26241877766268007, "fast_rcnn/fg_cls_accuracy": 0.7063030385984123, "iteration": 79379, "loss_box_reg": 0.2086395239457488, "loss_cls": 0.1684535276144743, "loss_mask": 0.24154857732355595, "loss_rpn_cls": 0.03541786863934249, "loss_rpn_loc": 0.08875283971428871, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004435015764547, "mask_rcnn/false_negative": 0.09368596180651889, "mask_rcnn/false_positive": 0.10515180124987758, "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": 0.9822502804454416, "total_loss": 0.7552162925712764}
{"data_time": 0.023571604397147894, "eta_seconds": 189327.8691106476, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.29455128205128206, "fast_rcnn/fg_cls_accuracy": 0.6678141817030706, "iteration": 79399, "loss_box_reg": 0.21872256882488728, "loss_cls": 0.16465957090258598, "loss_mask": 0.23625714145600796, "loss_rpn_cls": 0.03728503733873367, "loss_rpn_loc": 0.06807234208099544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988663074441186, "mask_rcnn/false_negative": 0.08660013830108435, "mask_rcnn/false_positive": 0.11847619147977562, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9925334486179054, "total_loss": 0.7616172698326409}
{"data_time": 0.017146799946203828, "eta_seconds": 189421.64731534664, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.280537714712472, "fast_rcnn/fg_cls_accuracy": 0.6722537112010796, "iteration": 79419, "loss_box_reg": 0.21451160684227943, "loss_cls": 0.17344458308070898, "loss_mask": 0.24571147002279758, "loss_rpn_cls": 0.03542410535737872, "loss_rpn_loc": 0.07058574538677931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948883101943854, "mask_rcnn/false_negative": 0.09829307633463277, "mask_rcnn/false_positive": 0.10273134562939448, "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": 1.0022862220648676, "total_loss": 0.7400856255553663}
{"data_time": 0.019854217069223523, "eta_seconds": 189365.17686255276, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3546495814318958, "fast_rcnn/fg_cls_accuracy": 0.6197635742538654, "iteration": 79439, "loss_box_reg": 0.23500659968703985, "loss_cls": 0.1852975282818079, "loss_mask": 0.2534883264452219, "loss_rpn_cls": 0.03713438240811229, "loss_rpn_loc": 0.08491813647560775, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874250805043566, "mask_rcnn/false_negative": 0.10576605387151726, "mask_rcnn/false_positive": 0.1255366272473116, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.011578760575503, "total_loss": 0.8149514889810234}
{"data_time": 0.0234516728669405, "eta_seconds": 189268.26957157813, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3481157377161916, "fast_rcnn/fg_cls_accuracy": 0.6138624034193654, "iteration": 79459, "loss_box_reg": 0.2075482364743948, "loss_cls": 0.17446330143138766, "loss_mask": 0.24203964322805405, "loss_rpn_cls": 0.03463711962103844, "loss_rpn_loc": 0.06926052470225841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860078165881737, "mask_rcnn/false_negative": 0.10088445260109469, "mask_rcnn/false_positive": 0.12562408252673757, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9843756526242942, "total_loss": 0.7251856888178736}
{"data_time": 0.017972524976357818, "eta_seconds": 189141.0050743539, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2847411741588979, "fast_rcnn/fg_cls_accuracy": 0.6841146658219829, "iteration": 79479, "loss_box_reg": 0.20533348247408867, "loss_cls": 0.16816002130508423, "loss_mask": 0.23508665338158607, "loss_rpn_cls": 0.033112825360149145, "loss_rpn_loc": 0.06006363942287862, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000001985896553, "mask_rcnn/false_negative": 0.08455902368860989, "mask_rcnn/false_positive": 0.12038100987092001, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9827601809520274, "total_loss": 0.7159373993054032}
{"data_time": 0.02019720384851098, "eta_seconds": 189310.20631373394, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31785635844498134, "fast_rcnn/fg_cls_accuracy": 0.654858934169279, "iteration": 79499, "loss_box_reg": 0.20829182025045156, "loss_cls": 0.16086610220372677, "loss_mask": 0.24766727164387703, "loss_rpn_cls": 0.03634999389760196, "loss_rpn_loc": 0.07107573724351823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936733037370792, "mask_rcnn/false_negative": 0.09672259954613091, "mask_rcnn/false_positive": 0.10857184705958911, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.027860198635608, "total_loss": 0.726968317758292}
{"data_time": 0.01329303439706564, "eta_seconds": 189239.56798644736, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3252190336288757, "fast_rcnn/fg_cls_accuracy": 0.6203699864554828, "iteration": 79519, "loss_box_reg": 0.22751525044441223, "loss_cls": 0.17863587010651827, "loss_mask": 0.24988609924912453, "loss_rpn_cls": 0.036614808021113276, "loss_rpn_loc": 0.08169001585338265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837816023756023, "mask_rcnn/false_negative": 0.09684976038279988, "mask_rcnn/false_positive": 0.13091774614267532, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9933528217952698, "total_loss": 0.7906513744965196}
{"data_time": 0.023847128497436643, "eta_seconds": 189219.69822920393, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31680752148768254, "fast_rcnn/fg_cls_accuracy": 0.6357956477388643, "iteration": 79539, "loss_box_reg": 0.24284851551055908, "loss_cls": 0.20599390752613544, "loss_mask": 0.26054837368428707, "loss_rpn_cls": 0.033268495404627174, "loss_rpn_loc": 0.06174160278169438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894217759398557, "mask_rcnn/false_negative": 0.1023726580920841, "mask_rcnn/false_positive": 0.12175795499247175, "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": 1.01011739554815, "total_loss": 0.8082544122589752}
{"data_time": 0.014954715967178345, "eta_seconds": 189318.61582763493, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3019643318686999, "fast_rcnn/fg_cls_accuracy": 0.6561223925192275, "iteration": 79559, "loss_box_reg": 0.21922963112592697, "loss_cls": 0.17650311393663287, "loss_mask": 0.24104193970561028, "loss_rpn_cls": 0.03928666282445192, "loss_rpn_loc": 0.07858505973126739, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952170894264442, "mask_rcnn/false_negative": 0.0884093538849537, "mask_rcnn/false_positive": 0.11469586101872467, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.004018790787086, "total_loss": 0.7633638890692964}
{"data_time": 0.016947418684139848, "eta_seconds": 189212.69515461754, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3428319623971798, "fast_rcnn/fg_cls_accuracy": 0.6236111111111111, "iteration": 79579, "loss_box_reg": 0.2264290489256382, "loss_cls": 0.1896962746977806, "loss_mask": 0.25072821229696274, "loss_rpn_cls": 0.0342138756532222, "loss_rpn_loc": 0.07885152474045753, "lr": 0.0001, "mask_rcnn/accuracy": 0.90088544853882, "mask_rcnn/false_negative": 0.09395163008369038, "mask_rcnn/false_positive": 0.11090948990799994, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9964506321121007, "total_loss": 0.8054989291122183}
{"data_time": 0.01469604461453855, "eta_seconds": 189210.83087734878, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33132023545600486, "fast_rcnn/fg_cls_accuracy": 0.6354213057807072, "iteration": 79599, "loss_box_reg": 0.20517717860639095, "loss_cls": 0.16893985867500305, "loss_mask": 0.238454082980752, "loss_rpn_cls": 0.035448471549898386, "loss_rpn_loc": 0.08055670885369182, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020639182287532, "mask_rcnn/false_negative": 0.0884163375468117, "mask_rcnn/false_positive": 0.1197860060020783, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9638542835600674, "total_loss": 0.7573143593617715}
{"data_time": 0.015857573598623276, "eta_seconds": 189067.94118207414, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3200740342460088, "fast_rcnn/fg_cls_accuracy": 0.6403827519379846, "iteration": 79619, "loss_box_reg": 0.22485079616308212, "loss_cls": 0.20037817768752575, "loss_mask": 0.2483024299144745, "loss_rpn_cls": 0.04005435178987682, "loss_rpn_loc": 0.07881667779292911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902543286156079, "mask_rcnn/false_negative": 0.08827793371831313, "mask_rcnn/false_positive": 0.12856374841453752, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9567561000585556, "total_loss": 0.7940271752886474}
{"data_time": 0.015411240514367819, "eta_seconds": 189127.24136956967, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31920344524078964, "fast_rcnn/fg_cls_accuracy": 0.6339753422278818, "iteration": 79639, "loss_box_reg": 0.24010203778743744, "loss_cls": 0.19416318461298943, "loss_mask": 0.24274491518735886, "loss_rpn_cls": 0.035765074542723596, "loss_rpn_loc": 0.07181862648576498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975293899329038, "mask_rcnn/false_negative": 0.09060244875136728, "mask_rcnn/false_positive": 0.11187549132008445, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9976241488475353, "total_loss": 0.7858787456061691}
{"data_time": 0.015383384190499783, "eta_seconds": 188885.5530345952, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3253524166901888, "fast_rcnn/fg_cls_accuracy": 0.6350800708438091, "iteration": 79659, "loss_box_reg": 0.21777776163071394, "loss_cls": 0.17829614784568548, "loss_mask": 0.2466990351676941, "loss_rpn_cls": 0.0342585314065218, "loss_rpn_loc": 0.07295944378711283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959162474023041, "mask_rcnn/false_negative": 0.09442810261811212, "mask_rcnn/false_positive": 0.10676111754766285, "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": 0.9897241599392146, "total_loss": 0.7592250484740362}
{"data_time": 0.01401725085452199, "eta_seconds": 188914.95041688904, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2803846153846154, "fast_rcnn/fg_cls_accuracy": 0.7074363849078678, "iteration": 79679, "loss_box_reg": 0.22160815354436636, "loss_cls": 0.18885811883956194, "loss_mask": 0.25330508686602116, "loss_rpn_cls": 0.03887537634000182, "loss_rpn_loc": 0.07626962894573808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958942384774573, "mask_rcnn/false_negative": 0.08772096131158642, "mask_rcnn/false_positive": 0.12282789840690246, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9714388628490269, "total_loss": 0.8066097011324018}
{"data_time": 0.014351512771099806, "eta_seconds": 188996.37078365777, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2845330627119035, "fast_rcnn/fg_cls_accuracy": 0.6897394234819763, "iteration": 79699, "loss_box_reg": 0.22351683303713799, "loss_cls": 0.1773855108767748, "loss_mask": 0.24466623179614544, "loss_rpn_cls": 0.032632515067234635, "loss_rpn_loc": 0.06906739622354507, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053855147828362, "mask_rcnn/false_negative": 0.09296072984984227, "mask_rcnn/false_positive": 0.09782317422625297, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.016331318533048, "total_loss": 0.7535678838612512}
{"data_time": 0.01674520573578775, "eta_seconds": 189159.55796934664, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.31240735528661223, "fast_rcnn/fg_cls_accuracy": 0.6697546295406034, "iteration": 79719, "loss_box_reg": 0.21799025684595108, "loss_cls": 0.1862836591899395, "loss_mask": 0.2424886841326952, "loss_rpn_cls": 0.033421392319723964, "loss_rpn_loc": 0.08326641382882372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964292640946443, "mask_rcnn/false_negative": 0.09366480462186974, "mask_rcnn/false_positive": 0.11373150614320231, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0201393796596676, "total_loss": 0.7928688543033786}
{"data_time": 0.017143769655376673, "eta_seconds": 189103.59228784684, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3368135376756066, "fast_rcnn/fg_cls_accuracy": 0.6300819497658579, "iteration": 79739, "loss_box_reg": 0.22817685082554817, "loss_cls": 0.19272349309176207, "loss_mask": 0.24788228794932365, "loss_rpn_cls": 0.03316927142441273, "loss_rpn_loc": 0.07912029488943517, "lr": 0.0001, "mask_rcnn/accuracy": 0.889117486905824, "mask_rcnn/false_negative": 0.09251059776353981, "mask_rcnn/false_positive": 0.12656421962300562, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9977478133514524, "total_loss": 0.7747280482435599}
{"data_time": 0.016523900208994746, "eta_seconds": 189033.83639436215, "fast_rcnn/cls_accuracy": 0.909912109375, "fast_rcnn/false_negative": 0.36867556320849476, "fast_rcnn/fg_cls_accuracy": 0.6004694637117238, "iteration": 79759, "loss_box_reg": 0.2290236297994852, "loss_cls": 0.20005864650011063, "loss_mask": 0.23636391386389732, "loss_rpn_cls": 0.034983721445314586, "loss_rpn_loc": 0.08073652279563248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878377428815838, "mask_rcnn/false_negative": 0.09992725049367276, "mask_rcnn/false_positive": 0.12967360210661105, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.994933322770521, "total_loss": 0.7878643119474873}
{"data_time": 0.01395233953371644, "eta_seconds": 189099.91127248853, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2922322775263952, "fast_rcnn/fg_cls_accuracy": 0.6768263473053893, "iteration": 79779, "loss_box_reg": 0.1937563121318817, "loss_cls": 0.16567678935825825, "loss_mask": 0.247878422960639, "loss_rpn_cls": 0.028555011958815157, "loss_rpn_loc": 0.06303467089310288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979574035747009, "mask_rcnn/false_negative": 0.09089813786459498, "mask_rcnn/false_positive": 0.12186766040706411, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.003476521698758, "total_loss": 0.6982154616853222}
{"data_time": 0.011837305035442114, "eta_seconds": 189080.0290402025, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32983024691358026, "fast_rcnn/fg_cls_accuracy": 0.6417283950617284, "iteration": 79799, "loss_box_reg": 0.20926994644105434, "loss_cls": 0.1689817034639418, "loss_mask": 0.236747894436121, "loss_rpn_cls": 0.0353663619607687, "loss_rpn_loc": 0.06626323261298239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881993010618882, "mask_rcnn/false_negative": 0.08794107536543533, "mask_rcnn/false_positive": 0.12293097702084158, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9788495984394103, "total_loss": 0.7430748953483999}
{"data_time": 0.020039221737533808, "eta_seconds": 189077.7895356994, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36730399230399235, "fast_rcnn/fg_cls_accuracy": 0.6228229135205879, "iteration": 79819, "loss_box_reg": 0.23199719935655594, "loss_cls": 0.2087677549570799, "loss_mask": 0.2512321323156357, "loss_rpn_cls": 0.03519548987969756, "loss_rpn_loc": 0.07209889974910766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936122673149232, "mask_rcnn/false_negative": 0.10278232538632032, "mask_rcnn/false_positive": 0.1127988935309417, "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": 1.0077317929826677, "total_loss": 0.7991165593266487}
{"data_time": 0.02113895071670413, "eta_seconds": 189070.66494913772, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3171726755218216, "fast_rcnn/fg_cls_accuracy": 0.6371204933586339, "iteration": 79839, "loss_box_reg": 0.2248062314465642, "loss_cls": 0.19445139914751053, "loss_mask": 0.24099799990653992, "loss_rpn_cls": 0.037845772225409746, "loss_rpn_loc": 0.08342076814733446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995196506530776, "mask_rcnn/false_negative": 0.09387934396723041, "mask_rcnn/false_positive": 0.10729234901780604, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0055798559915274, "total_loss": 0.7752910652197897}
{"data_time": 0.016730522736907005, "eta_seconds": 189038.0213603843, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32966675949132085, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 79859, "loss_box_reg": 0.22163292579352856, "loss_cls": 0.18385429307818413, "loss_mask": 0.2396481055766344, "loss_rpn_cls": 0.03643316694069654, "loss_rpn_loc": 0.07686034915968776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907580910727058, "mask_rcnn/false_negative": 0.08974626690345594, "mask_rcnn/false_positive": 0.12617807398720385, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.000730418600142, "total_loss": 0.7732425689464435}
{"data_time": 0.014868568629026413, "eta_seconds": 189316.96958871558, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.33435614007523173, "fast_rcnn/fg_cls_accuracy": 0.6420808910953046, "iteration": 79879, "loss_box_reg": 0.2294142311438918, "loss_cls": 0.1831282889470458, "loss_mask": 0.2498009130358696, "loss_rpn_cls": 0.03459721547551453, "loss_rpn_loc": 0.06639076780993491, "lr": 0.0001, "mask_rcnn/accuracy": 0.884764358011137, "mask_rcnn/false_negative": 0.1003211914915456, "mask_rcnn/false_positive": 0.13154423315224734, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.0192095199599862, "total_loss": 0.7649237272562459}
{"data_time": 0.01421245257370174, "eta_seconds": 188998.2531850692, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2665017102103195, "fast_rcnn/fg_cls_accuracy": 0.6855825708468866, "iteration": 79899, "loss_box_reg": 0.230850781314075, "loss_cls": 0.18897289223968983, "loss_mask": 0.24658891186118126, "loss_rpn_cls": 0.03520817030221224, "loss_rpn_loc": 0.06760772224515676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986024610024623, "mask_rcnn/false_negative": 0.09089230911327448, "mask_rcnn/false_positive": 0.11590490811470017, "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": 0.9824304531794041, "total_loss": 0.768483703257516}
{"data_time": 0.02351911854930222, "eta_seconds": 189265.90443983674, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30904150197628455, "fast_rcnn/fg_cls_accuracy": 0.6428843848752316, "iteration": 79919, "loss_box_reg": 0.21974891889840364, "loss_cls": 0.1842226479202509, "loss_mask": 0.2539746183902025, "loss_rpn_cls": 0.03657451400067657, "loss_rpn_loc": 0.07775182463228703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908483261983839, "mask_rcnn/false_negative": 0.08924326781579339, "mask_rcnn/false_positive": 0.12981807084026786, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.996306712506339, "total_loss": 0.7970209117047489}
{"data_time": 0.017784810392186046, "eta_seconds": 189228.70844565798, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2607361963190184, "fast_rcnn/fg_cls_accuracy": 0.7150727580372251, "iteration": 79939, "loss_box_reg": 0.21418359130620956, "loss_cls": 0.1729993624612689, "loss_mask": 0.23713183589279652, "loss_rpn_cls": 0.035774283576756716, "loss_rpn_loc": 0.08473320445045829, "lr": 0.0001, "mask_rcnn/accuracy": 0.9141601182656189, "mask_rcnn/false_negative": 0.08230715486692258, "mask_rcnn/false_positive": 0.09721414451800145, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9946000587660819, "total_loss": 0.7441005939617753}
{"data_time": 0.01560065196827054, "eta_seconds": 188920.9711819142, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.28218362656821006, "fast_rcnn/fg_cls_accuracy": 0.6810035265132607, "iteration": 79959, "loss_box_reg": 0.21186606027185917, "loss_cls": 0.1832054341211915, "loss_mask": 0.24105627089738846, "loss_rpn_cls": 0.03273510921280831, "loss_rpn_loc": 0.06748849526047707, "lr": 0.0001, "mask_rcnn/accuracy": 0.906736244828989, "mask_rcnn/false_negative": 0.08671687938964456, "mask_rcnn/false_positive": 0.1054412942106294, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9742605912033468, "total_loss": 0.7332720442209393}
{"data_time": 0.021110633853822947, "eta_seconds": 189188.88339915778, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3108363581367211, "fast_rcnn/fg_cls_accuracy": 0.6485469055865081, "iteration": 79979, "loss_box_reg": 0.21855143271386623, "loss_cls": 0.17391303088515997, "loss_mask": 0.24998342990875244, "loss_rpn_cls": 0.038675600197166204, "loss_rpn_loc": 0.07734003150835633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920629859086492, "mask_rcnn/false_negative": 0.0986091572983338, "mask_rcnn/false_positive": 0.13024506340195124, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0074739325791597, "total_loss": 0.7732398073421791}
{"bbox/AP": 40.29611709275536, "bbox/AP-airplane": 64.5690422198706, "bbox/AP-apple": 18.519622655350744, "bbox/AP-backpack": 13.987012055497708, "bbox/AP-banana": 25.386918669723762, "bbox/AP-baseball bat": 31.451342051228732, "bbox/AP-baseball glove": 38.423593479106316, "bbox/AP-bear": 71.12362646122405, "bbox/AP-bed": 42.488951170954934, "bbox/AP-bench": 22.70830285424143, "bbox/AP-bicycle": 30.40543152323793, "bbox/AP-bird": 37.060531345149336, "bbox/AP-boat": 27.156702602517612, "bbox/AP-book": 13.325153250534433, "bbox/AP-bottle": 39.232072730234144, "bbox/AP-bowl": 41.15253785339199, "bbox/AP-broccoli": 23.61749596148008, "bbox/AP-bus": 64.46089405342823, "bbox/AP-cake": 33.488296882799865, "bbox/AP-car": 44.274233708033975, "bbox/AP-carrot": 19.829822621638403, "bbox/AP-cat": 64.86326954906299, "bbox/AP-cell phone": 35.202063212512044, "bbox/AP-chair": 26.769023371837292, "bbox/AP-clock": 52.81525829993, "bbox/AP-couch": 39.68076437914338, "bbox/AP-cow": 57.54960000926048, "bbox/AP-cup": 41.55751172662631, "bbox/AP-dining table": 25.43638952067943, "bbox/AP-dog": 62.522205609609195, "bbox/AP-donut": 46.20009781340032, "bbox/AP-elephant": 61.647063223393104, "bbox/AP-fire hydrant": 65.63238681438472, "bbox/AP-fork": 33.16392158601905, "bbox/AP-frisbee": 65.10515560155365, "bbox/AP-giraffe": 62.826716320702424, "bbox/AP-hair drier": 1.5448083269865445, "bbox/AP-handbag": 14.232765337853879, "bbox/AP-horse": 56.76799739694564, "bbox/AP-hot dog": 29.038212716496204, "bbox/AP-keyboard": 47.506792156125584, "bbox/AP-kite": 44.78190870800975, "bbox/AP-knife": 17.5851414196727, "bbox/AP-laptop": 55.52712517195063, "bbox/AP-microwave": 53.442196998895994, "bbox/AP-motorcycle": 41.5743100251471, "bbox/AP-mouse": 59.650022697478796, "bbox/AP-orange": 29.647505265235136, "bbox/AP-oven": 33.55973525434028, "bbox/AP-parking meter": 40.86042189069878, "bbox/AP-person": 54.20262922487875, "bbox/AP-pizza": 51.173814950397414, "bbox/AP-potted plant": 24.61269921201993, "bbox/AP-refrigerator": 52.209618865194564, "bbox/AP-remote": 31.566388498249097, "bbox/AP-sandwich": 29.825085086925146, "bbox/AP-scissors": 29.09003733821729, "bbox/AP-sheep": 51.90963492365624, "bbox/AP-sink": 35.41054769723147, "bbox/AP-skateboard": 49.84287757232249, "bbox/AP-skis": 22.250733622439185, "bbox/AP-snowboard": 33.306259897341775, "bbox/AP-spoon": 14.342305263146354, "bbox/AP-sports ball": 47.571564095263774, "bbox/AP-stop sign": 67.64096766847058, "bbox/AP-suitcase": 38.98503487467542, "bbox/AP-surfboard": 39.38399948038606, "bbox/AP-teddy bear": 41.28935775433361, "bbox/AP-tennis racket": 46.81036894182288, "bbox/AP-tie": 30.79676483784898, "bbox/AP-toaster": 30.655881503269693, "bbox/AP-toilet": 59.59584885375742, "bbox/AP-toothbrush": 22.280098863890522, "bbox/AP-traffic light": 28.762141849999207, "bbox/AP-train": 61.063662266283316, "bbox/AP-truck": 31.762484759903042, "bbox/AP-tv": 55.360569667892264, "bbox/AP-umbrella": 37.150470666402434, "bbox/AP-vase": 35.85501929553782, "bbox/AP-wine glass": 35.75494611809108, "bbox/AP-zebra": 63.87559921698486, "bbox/AP50": 62.60060489698122, "bbox/AP75": 44.43668694011618, "bbox/APl": 50.65337474860417, "bbox/APm": 43.40220063014702, "bbox/APs": 26.465122578258438, "data_time": 0.013510276097804308, "eta_seconds": 189253.5729240626, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3224853469464927, "fast_rcnn/fg_cls_accuracy": 0.6488247084548104, "iteration": 79999, "loss_box_reg": 0.23699170909821987, "loss_cls": 0.18630076572299004, "loss_mask": 0.25787471048533916, "loss_rpn_cls": 0.042920295090880245, "loss_rpn_loc": 0.07686631055548787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954752406524121, "mask_rcnn/false_negative": 0.09246400995662758, "mask_rcnn/false_positive": 0.12114004636995876, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "segm/AP": 37.688353507793224, "segm/AP-airplane": 51.33685359081797, "segm/AP-apple": 18.33100753684226, "segm/AP-backpack": 14.806120684494015, "segm/AP-banana": 21.092690405695194, "segm/AP-baseball bat": 27.47861867206455, "segm/AP-baseball glove": 43.629448985896325, "segm/AP-bear": 72.01313410606471, "segm/AP-bed": 35.15474429012459, "segm/AP-bench": 17.204997914006277, "segm/AP-bicycle": 19.165871572781636, "segm/AP-bird": 31.829686103112103, "segm/AP-boat": 23.95038429612917, "segm/AP-book": 9.216814011021304, "segm/AP-bottle": 38.725374842740145, "segm/AP-bowl": 39.385661732366145, "segm/AP-broccoli": 23.789388853898803, "segm/AP-bus": 64.09228230171462, "segm/AP-cake": 34.334409792095215, "segm/AP-car": 41.804292500292725, "segm/AP-carrot": 17.006649610328765, "segm/AP-cat": 67.36329895348817, "segm/AP-cell phone": 34.30001482134297, "segm/AP-chair": 18.738552367268277, "segm/AP-clock": 52.27545011425923, "segm/AP-couch": 35.44402000304123, "segm/AP-cow": 51.24829471781255, "segm/AP-cup": 42.36696815683893, "segm/AP-dining table": 15.367140925107897, "segm/AP-dog": 61.06278911005428, "segm/AP-donut": 48.663611378097755, "segm/AP-elephant": 57.42448121811227, "segm/AP-fire hydrant": 63.710933295167884, "segm/AP-fork": 18.54772828065183, "segm/AP-frisbee": 66.1832927572414, "segm/AP-giraffe": 51.88448978595896, "segm/AP-hair drier": 1.8802547675582038, "segm/AP-handbag": 15.534807019602558, "segm/AP-horse": 42.97658394352473, "segm/AP-hot dog": 23.84084574204805, "segm/AP-keyboard": 48.62373993852782, "segm/AP-kite": 33.09693068157576, "segm/AP-knife": 12.660001146648488, "segm/AP-laptop": 56.42806881128462, "segm/AP-microwave": 56.662800592568644, "segm/AP-motorcycle": 33.243088516097416, "segm/AP-mouse": 61.580037665378725, "segm/AP-orange": 30.3007041393876, "segm/AP-oven": 30.748511895395207, "segm/AP-parking meter": 43.978247256128725, "segm/AP-person": 47.74235697978763, "segm/AP-pizza": 51.432756994783865, "segm/AP-potted plant": 22.906244726593666, "segm/AP-refrigerator": 53.84756606748433, "segm/AP-remote": 30.743909610195313, "segm/AP-sandwich": 32.907893858366, "segm/AP-scissors": 22.64979506120901, "segm/AP-sheep": 45.38146063434591, "segm/AP-sink": 35.68891661526819, "segm/AP-skateboard": 29.796795977933655, "segm/AP-skis": 2.661462442875602, "segm/AP-snowboard": 20.457394445629042, "segm/AP-spoon": 10.565499317345292, "segm/AP-sports ball": 48.299551779415864, "segm/AP-stop sign": 67.91467093240331, "segm/AP-suitcase": 41.47982786994901, "segm/AP-surfboard": 33.47044845701079, "segm/AP-teddy bear": 42.92374132614678, "segm/AP-tennis racket": 56.18163390112404, "segm/AP-tie": 30.517956877778495, "segm/AP-toaster": 39.359930754348646, "segm/AP-toilet": 59.94394228381291, "segm/AP-toothbrush": 15.780717011258902, "segm/AP-traffic light": 28.40691912577022, "segm/AP-train": 60.50450275349045, "segm/AP-truck": 31.745982391915266, "segm/AP-tv": 58.56181166395117, "segm/AP-umbrella": 45.05069125755895, "segm/AP-vase": 36.23642157140346, "segm/AP-wine glass": 34.190752366047775, "segm/AP-zebra": 57.232605765597874, "segm/AP50": 59.869655291861655, "segm/AP75": 40.55046716667918, "segm/APl": 52.622226268718485, "segm/APm": 40.859444180880494, "segm/APs": 20.496939228143287, "time": 1.003748642746359, "total_loss": 0.7974706453969702}
{"data_time": 0.016546580009162426, "eta_seconds": 189254.95299363043, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3544347164065474, "fast_rcnn/fg_cls_accuracy": 0.602413986255036, "iteration": 80019, "loss_box_reg": 0.22844673320651054, "loss_cls": 0.19998526107519865, "loss_mask": 0.2526543568819761, "loss_rpn_cls": 0.039865797152742743, "loss_rpn_loc": 0.08089382015168667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950325058594866, "mask_rcnn/false_negative": 0.08948737484024807, "mask_rcnn/false_positive": 0.11337728672219016, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9594275702256709, "total_loss": 0.7866857745684683}
{"data_time": 0.015495638130232692, "eta_seconds": 189271.43504661508, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3021739130434783, "fast_rcnn/fg_cls_accuracy": 0.6417133520074697, "iteration": 80039, "loss_box_reg": 0.20464522391557693, "loss_cls": 0.16652581747621298, "loss_mask": 0.2396925985813141, "loss_rpn_cls": 0.028387610451318324, "loss_rpn_loc": 0.07301447563804686, "lr": 0.0001, "mask_rcnn/accuracy": 0.90069856926287, "mask_rcnn/false_negative": 0.0889917441786019, "mask_rcnn/false_positive": 0.11599338309886878, "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": 1.0049676089547575, "total_loss": 0.7439353922381997}
{"data_time": 0.015029758680611849, "eta_seconds": 189215.10565117467, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3018061687149505, "fast_rcnn/fg_cls_accuracy": 0.632813195949758, "iteration": 80059, "loss_box_reg": 0.2212467361241579, "loss_cls": 0.1709993309341371, "loss_mask": 0.24986287578940392, "loss_rpn_cls": 0.035787977860309184, "loss_rpn_loc": 0.055275556864216924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948570905774991, "mask_rcnn/false_negative": 0.09386387498879808, "mask_rcnn/false_positive": 0.10666723104426892, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0008617988787591, "total_loss": 0.7642372519476339}
{"data_time": 0.01613817154429853, "eta_seconds": 189162.6625642553, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.37391281972106427, "fast_rcnn/fg_cls_accuracy": 0.5627484670844283, "iteration": 80079, "loss_box_reg": 0.23951997980475426, "loss_cls": 0.20181375369429588, "loss_mask": 0.24981927871704102, "loss_rpn_cls": 0.03845622669905424, "loss_rpn_loc": 0.06872174795717001, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908318104273596, "mask_rcnn/false_negative": 0.09621519773468691, "mask_rcnn/false_positive": 0.12042992155934462, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9965842205565423, "total_loss": 0.822076236247085}
{"data_time": 0.015308527974411845, "eta_seconds": 189069.4082596572, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.333421875565966, "fast_rcnn/fg_cls_accuracy": 0.6166751566964186, "iteration": 80099, "loss_box_reg": 0.22739839740097523, "loss_cls": 0.20009210240095854, "loss_mask": 0.25425816141068935, "loss_rpn_cls": 0.030776181258261204, "loss_rpn_loc": 0.07095013605430722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874127064670523, "mask_rcnn/false_negative": 0.09422853452038946, "mask_rcnn/false_positive": 0.12459913007284615, "roi_head/num_bg_samples": 460.125, "roi_head/num_fg_samples": 51.875, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9841307755559683, "total_loss": 0.7902226650621742}
{"data_time": 0.018969092285260558, "eta_seconds": 189090.55977640674, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27059178743961354, "fast_rcnn/fg_cls_accuracy": 0.6897817285689138, "iteration": 80119, "loss_box_reg": 0.20639728382229805, "loss_cls": 0.17420764546841383, "loss_mask": 0.2318879384547472, "loss_rpn_cls": 0.0317427851841785, "loss_rpn_loc": 0.07402796042151749, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035985429333683, "mask_rcnn/false_negative": 0.07995173893850013, "mask_rcnn/false_positive": 0.0991417754378949, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.009762077126652, "total_loss": 0.7409689155174419}
{"data_time": 0.017275698948651552, "eta_seconds": 189163.48309719004, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.26420581655480985, "fast_rcnn/fg_cls_accuracy": 0.7126960927604014, "iteration": 80139, "loss_box_reg": 0.20912390761077404, "loss_cls": 0.1884808661416173, "loss_mask": 0.24430319853127003, "loss_rpn_cls": 0.032857946935109794, "loss_rpn_loc": 0.06497015943750739, "lr": 0.0001, "mask_rcnn/accuracy": 0.9147067274594229, "mask_rcnn/false_negative": 0.06810655795121763, "mask_rcnn/false_positive": 0.10127956443285971, "roi_head/num_bg_samples": 466.125, "roi_head/num_fg_samples": 45.875, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 0.9997615453321487, "total_loss": 0.7497375537641346}
{"data_time": 0.014655584003776312, "eta_seconds": 189143.55646882206, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.33455813263439, "fast_rcnn/fg_cls_accuracy": 0.6301936894720399, "iteration": 80159, "loss_box_reg": 0.21128269657492638, "loss_cls": 0.17613328155130148, "loss_mask": 0.2444217298179865, "loss_rpn_cls": 0.03681089822202921, "loss_rpn_loc": 0.07252080575563014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997261136029173, "mask_rcnn/false_negative": 0.08036598738777023, "mask_rcnn/false_positive": 0.11507132351145094, "roi_head/num_bg_samples": 462.625, "roi_head/num_fg_samples": 49.375, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9606355801224709, "total_loss": 0.7270951909013093}
{"data_time": 0.016935503343120217, "eta_seconds": 189142.49871086795, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3018355656821618, "fast_rcnn/fg_cls_accuracy": 0.6773693214609613, "iteration": 80179, "loss_box_reg": 0.22592384740710258, "loss_cls": 0.18790181539952755, "loss_mask": 0.2393886260688305, "loss_rpn_cls": 0.033119187341071665, "loss_rpn_loc": 0.0659418620634824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910372114189757, "mask_rcnn/false_negative": 0.09061374962128527, "mask_rcnn/false_positive": 0.12775035006376315, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9989767847582698, "total_loss": 0.7755636158399284}
{"data_time": 0.030436892993748188, "eta_seconds": 189075.6399525795, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3040506855006232, "fast_rcnn/fg_cls_accuracy": 0.6400624331386682, "iteration": 80199, "loss_box_reg": 0.22079465724527836, "loss_cls": 0.1891625439748168, "loss_mask": 0.24382083304226398, "loss_rpn_cls": 0.03538630635011941, "loss_rpn_loc": 0.07990670739673078, "lr": 0.0001, "mask_rcnn/accuracy": 0.900288899649286, "mask_rcnn/false_negative": 0.08609586770687139, "mask_rcnn/false_positive": 0.1194492117337275, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9913235167041421, "total_loss": 0.82374705420807}
{"data_time": 0.02039460651576519, "eta_seconds": 189083.77658371814, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27311492854971114, "fast_rcnn/fg_cls_accuracy": 0.6873714520773344, "iteration": 80219, "loss_box_reg": 0.21722553111612797, "loss_cls": 0.1832843003794551, "loss_mask": 0.2427909802645445, "loss_rpn_cls": 0.039135154569521546, "loss_rpn_loc": 0.07792793726548553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900555585777868, "mask_rcnn/false_negative": 0.10115818169918522, "mask_rcnn/false_positive": 0.13598250690109248, "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": 0.9906848876271397, "total_loss": 0.7831597136100754}
{"data_time": 0.013583288295194507, "eta_seconds": 189035.79261012375, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2764085063355136, "fast_rcnn/fg_cls_accuracy": 0.691713048855906, "iteration": 80239, "loss_box_reg": 0.1989953676238656, "loss_cls": 0.18294073548167944, "loss_mask": 0.24075936153531075, "loss_rpn_cls": 0.035192847019061446, "loss_rpn_loc": 0.07405457063578069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892510276053995, "mask_rcnn/false_negative": 0.09334936174648466, "mask_rcnn/false_positive": 0.12356989138634242, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9816889679059386, "total_loss": 0.7289104106021114}
{"data_time": 0.01661859592422843, "eta_seconds": 189043.92332698219, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2979943369513922, "fast_rcnn/fg_cls_accuracy": 0.6879301146972525, "iteration": 80259, "loss_box_reg": 0.22459146194159985, "loss_cls": 0.1943510388955474, "loss_mask": 0.24113391153514385, "loss_rpn_cls": 0.035454837197903544, "loss_rpn_loc": 0.07761748367920518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986547912623559, "mask_rcnn/false_negative": 0.09657210164241259, "mask_rcnn/false_positive": 0.10285042791940494, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0040925985667855, "total_loss": 0.7811392035800964}
{"data_time": 0.01833821041509509, "eta_seconds": 188995.945267668, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3168803603915793, "fast_rcnn/fg_cls_accuracy": 0.6683848797250859, "iteration": 80279, "loss_box_reg": 0.23998046293854713, "loss_cls": 0.17102184612303972, "loss_mask": 0.25745941139757633, "loss_rpn_cls": 0.033685729606077075, "loss_rpn_loc": 0.07893039844930172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917313568284457, "mask_rcnn/false_negative": 0.11007663599200748, "mask_rcnn/false_positive": 0.11424959547611957, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0090860214550048, "total_loss": 0.8083620511461049}
{"data_time": 0.017824610928073525, "eta_seconds": 189004.07007024623, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3137075843506681, "fast_rcnn/fg_cls_accuracy": 0.6308877246947996, "iteration": 80299, "loss_box_reg": 0.20944675616919994, "loss_cls": 0.18672372214496136, "loss_mask": 0.24163026362657547, "loss_rpn_cls": 0.03512693208176643, "loss_rpn_loc": 0.057669667759910226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974797262440837, "mask_rcnn/false_negative": 0.0918154196267584, "mask_rcnn/false_positive": 0.1268424552506136, "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": 0.9873517684172839, "total_loss": 0.757164848735556}
{"data_time": 0.01565009751357138, "eta_seconds": 189002.9983957298, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3100275197798418, "fast_rcnn/fg_cls_accuracy": 0.6598930481283423, "iteration": 80319, "loss_box_reg": 0.2041792538948357, "loss_cls": 0.17150966869667172, "loss_mask": 0.24536223523318768, "loss_rpn_cls": 0.0339543407317251, "loss_rpn_loc": 0.07283089228440076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992854911584277, "mask_rcnn/false_negative": 0.08979802761410476, "mask_rcnn/false_positive": 0.1005056204955607, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0067057344131172, "total_loss": 0.7187175460276194}
{"data_time": 0.01656258711591363, "eta_seconds": 189069.97199061792, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3357167481709419, "fast_rcnn/fg_cls_accuracy": 0.6415945367279221, "iteration": 80339, "loss_box_reg": 0.21844037808477879, "loss_cls": 0.17794268112629652, "loss_mask": 0.2501902971416712, "loss_rpn_cls": 0.029994827113114297, "loss_rpn_loc": 0.06564704282209277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952697756709586, "mask_rcnn/false_negative": 0.10487679785912363, "mask_rcnn/false_positive": 0.10371211316455292, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.011335697490722, "total_loss": 0.739400822087191}
{"data_time": 0.017961204051971436, "eta_seconds": 189153.44116380438, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3829889516741165, "fast_rcnn/fg_cls_accuracy": 0.5954171295109516, "iteration": 80359, "loss_box_reg": 0.21839678473770618, "loss_cls": 0.1902484092861414, "loss_mask": 0.24509647488594055, "loss_rpn_cls": 0.03315256396308541, "loss_rpn_loc": 0.06722395750693977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945128444390256, "mask_rcnn/false_negative": 0.08996367614331974, "mask_rcnn/false_positive": 0.11264671170946758, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0149394311010838, "total_loss": 0.7489355702418834}
{"data_time": 0.01972981309518218, "eta_seconds": 189246.32015070412, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2702064743722764, "fast_rcnn/fg_cls_accuracy": 0.690132807636439, "iteration": 80379, "loss_box_reg": 0.24790150206536055, "loss_cls": 0.21090904250741005, "loss_mask": 0.2509888485074043, "loss_rpn_cls": 0.0385835743509233, "loss_rpn_loc": 0.08830393920652568, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962001768216312, "mask_rcnn/false_negative": 0.09180459208595353, "mask_rcnn/false_positive": 0.1108024213115933, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0022196704521775, "total_loss": 0.8391636913875118}
{"data_time": 0.015467558987438679, "eta_seconds": 189226.3595642522, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33397271952259167, "fast_rcnn/fg_cls_accuracy": 0.634593745149775, "iteration": 80399, "loss_box_reg": 0.22410684823989868, "loss_cls": 0.19914143532514572, "loss_mask": 0.24251127056777477, "loss_rpn_cls": 0.03580581024289131, "loss_rpn_loc": 0.07795411138795316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903981424300489, "mask_rcnn/false_negative": 0.08719218091135006, "mask_rcnn/false_positive": 0.12243116897445215, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0002024814020842, "total_loss": 0.7833640798926353}
{"data_time": 0.020646157441660762, "eta_seconds": 189268.5643442534, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31350117096018737, "fast_rcnn/fg_cls_accuracy": 0.644014988842575, "iteration": 80419, "loss_box_reg": 0.21880166605114937, "loss_cls": 0.1855107331648469, "loss_mask": 0.24563990160822868, "loss_rpn_cls": 0.03359793405979872, "loss_rpn_loc": 0.06723934877663851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998787285858996, "mask_rcnn/false_negative": 0.08452641655775185, "mask_rcnn/false_positive": 0.11429918675799694, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0280779809691012, "total_loss": 0.7482839121948928}
{"data_time": 0.021608883515000343, "eta_seconds": 189222.25332278758, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28244336569579287, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 80439, "loss_box_reg": 0.22338009625673294, "loss_cls": 0.17514224164187908, "loss_mask": 0.23167520761489868, "loss_rpn_cls": 0.03716588544193655, "loss_rpn_loc": 0.06702546356245875, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013226775085035, "mask_rcnn/false_negative": 0.07972384210433389, "mask_rcnn/false_positive": 0.10691877967536327, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.002614302560687, "total_loss": 0.743778525153175}
{"data_time": 0.023009172175079584, "eta_seconds": 189276.4065021649, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3475892857142857, "fast_rcnn/fg_cls_accuracy": 0.6347406242982259, "iteration": 80459, "loss_box_reg": 0.21096385084092617, "loss_cls": 0.18353758566081524, "loss_mask": 0.2455089632421732, "loss_rpn_cls": 0.030122662195935845, "loss_rpn_loc": 0.08733393275178969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896408343781248, "mask_rcnn/false_negative": 0.09787307979567383, "mask_rcnn/false_positive": 0.1252631015381709, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0115471240133047, "total_loss": 0.7509493024554104}
{"data_time": 0.015972472028806806, "eta_seconds": 189311.13267572597, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3422473694659519, "fast_rcnn/fg_cls_accuracy": 0.6464545307704732, "iteration": 80479, "loss_box_reg": 0.22632343880832195, "loss_cls": 0.19924799911677837, "loss_mask": 0.25157542154192924, "loss_rpn_cls": 0.036355883930809796, "loss_rpn_loc": 0.08450427558273077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8778606589981908, "mask_rcnn/false_negative": 0.09636341988224094, "mask_rcnn/false_positive": 0.1312396524829078, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9837106349878013, "total_loss": 0.7885080645792186}
{"data_time": 0.01598993898369372, "eta_seconds": 189188.69576556608, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.32330730284047027, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 80499, "loss_box_reg": 0.22152899019420147, "loss_cls": 0.20690813288092613, "loss_mask": 0.2515160907059908, "loss_rpn_cls": 0.04648184683173895, "loss_rpn_loc": 0.09267908040783368, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055970444918828, "mask_rcnn/false_negative": 0.08995096516182269, "mask_rcnn/false_positive": 0.10036660859245143, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9997334717772901, "total_loss": 0.8234988101758063}
{"data_time": 0.024141469039022923, "eta_seconds": 189338.4793323744, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3247369658496444, "fast_rcnn/fg_cls_accuracy": 0.632881085395052, "iteration": 80519, "loss_box_reg": 0.22842938639223576, "loss_cls": 0.19061760883778334, "loss_mask": 0.24747294932603836, "loss_rpn_cls": 0.03976597834844142, "loss_rpn_loc": 0.09010656643658876, "lr": 0.0001, "mask_rcnn/accuracy": 0.895826314975751, "mask_rcnn/false_negative": 0.08920311698101556, "mask_rcnn/false_positive": 0.12376319929692764, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.0148755013942719, "total_loss": 0.786846837727353}
{"data_time": 0.012953842524439096, "eta_seconds": 189251.1988008814, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3312600820639406, "fast_rcnn/fg_cls_accuracy": 0.6146582100070472, "iteration": 80539, "loss_box_reg": 0.24222831055521965, "loss_cls": 0.20156325958669186, "loss_mask": 0.25285458378493786, "loss_rpn_cls": 0.03939168225042522, "loss_rpn_loc": 0.07742713112384081, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874854633598476, "mask_rcnn/false_negative": 0.09600415002789744, "mask_rcnn/false_positive": 0.12220244909555114, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9983263344038278, "total_loss": 0.8244602903723717}
{"data_time": 0.01728839799761772, "eta_seconds": 189066.6748726368, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28239550403933966, "fast_rcnn/fg_cls_accuracy": 0.6545140253005421, "iteration": 80559, "loss_box_reg": 0.22015782818198204, "loss_cls": 0.1679404452443123, "loss_mask": 0.24675362557172775, "loss_rpn_cls": 0.0311036491766572, "loss_rpn_loc": 0.0651969910832122, "lr": 0.0001, "mask_rcnn/accuracy": 0.899929869237905, "mask_rcnn/false_negative": 0.0884910282613744, "mask_rcnn/false_positive": 0.11890479425342594, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9919936440419406, "total_loss": 0.7587424363009632}
{"data_time": 0.013784723822027445, "eta_seconds": 189068.67376625072, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28113879003558717, "fast_rcnn/fg_cls_accuracy": 0.6987693455155697, "iteration": 80579, "loss_box_reg": 0.22126457653939724, "loss_cls": 0.1857997663319111, "loss_mask": 0.2561845015734434, "loss_rpn_cls": 0.040505642304196954, "loss_rpn_loc": 0.08955457550473511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872891417986111, "mask_rcnn/false_negative": 0.09729723978640531, "mask_rcnn/false_positive": 0.12354105752094749, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0055302323307842, "total_loss": 0.7811198350391351}
{"data_time": 0.01820443687029183, "eta_seconds": 189088.86004220694, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.34851028780510984, "fast_rcnn/fg_cls_accuracy": 0.5988324855164617, "iteration": 80599, "loss_box_reg": 0.2218137551099062, "loss_cls": 0.18010158464312553, "loss_mask": 0.242779940366745, "loss_rpn_cls": 0.047476752661168575, "loss_rpn_loc": 0.10042831487953663, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005961725053566, "mask_rcnn/false_negative": 0.08930478382633388, "mask_rcnn/false_positive": 0.11617071023364973, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9792070456314832, "total_loss": 0.8240046523278579}
{"data_time": 0.01865297625772655, "eta_seconds": 189318.0744290352, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34883412824589294, "fast_rcnn/fg_cls_accuracy": 0.618446088794926, "iteration": 80619, "loss_box_reg": 0.2043199148029089, "loss_cls": 0.1842879019677639, "loss_mask": 0.24627097882330418, "loss_rpn_cls": 0.03031781455501914, "loss_rpn_loc": 0.07301759312395006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898301366000946, "mask_rcnn/false_negative": 0.09308885538924477, "mask_rcnn/false_positive": 0.1211667931997027, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0048337273765355, "total_loss": 0.746140368282795}
{"data_time": 0.01768201240338385, "eta_seconds": 189329.10339916125, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.28861081495613794, "fast_rcnn/fg_cls_accuracy": 0.6883471370860824, "iteration": 80639, "loss_box_reg": 0.19130355957895517, "loss_cls": 0.15952337067574263, "loss_mask": 0.23586184903979301, "loss_rpn_cls": 0.032433283515274525, "loss_rpn_loc": 0.0775637361803092, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077554920198401, "mask_rcnn/false_negative": 0.0744158455696832, "mask_rcnn/false_positive": 0.12463111383159015, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0089075127616525, "total_loss": 0.693721849063877}
{"data_time": 0.014876494416967034, "eta_seconds": 189511.31327100564, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.26265859962406013, "fast_rcnn/fg_cls_accuracy": 0.7126116071428572, "iteration": 80659, "loss_box_reg": 0.226882416754961, "loss_cls": 0.174629220739007, "loss_mask": 0.23514044843614101, "loss_rpn_cls": 0.045928488951176405, "loss_rpn_loc": 0.08766376983840019, "lr": 0.0001, "mask_rcnn/accuracy": 0.9098243460128781, "mask_rcnn/false_negative": 0.08498080421600696, "mask_rcnn/false_positive": 0.09167446822523925, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0085488241165876, "total_loss": 0.7606098123360425}
{"data_time": 0.015994565095752478, "eta_seconds": 189567.72646714933, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2973018740121924, "fast_rcnn/fg_cls_accuracy": 0.6737902002427185, "iteration": 80679, "loss_box_reg": 0.22036672197282314, "loss_cls": 0.18570825830101967, "loss_mask": 0.24686115235090256, "loss_rpn_cls": 0.035125062335282564, "loss_rpn_loc": 0.07938291085883975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978425729777147, "mask_rcnn/false_negative": 0.0891147388004547, "mask_rcnn/false_positive": 0.12830708544967012, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9919595206156373, "total_loss": 0.7840762599371374}
{"data_time": 0.01767848408780992, "eta_seconds": 189529.7787615331, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3154166666666667, "fast_rcnn/fg_cls_accuracy": 0.6688172043010753, "iteration": 80699, "loss_box_reg": 0.19789875205606222, "loss_cls": 0.17680399026721716, "loss_mask": 0.22853927873075008, "loss_rpn_cls": 0.029354699421674013, "loss_rpn_loc": 0.06173054641112685, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067175508023723, "mask_rcnn/false_negative": 0.08315194312539426, "mask_rcnn/false_positive": 0.10494960732829212, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 235.875, "rpn/num_pos_anchors": 20.125, "time": 1.0021335114724934, "total_loss": 0.6888329338980839}
{"data_time": 0.017765823053196073, "eta_seconds": 189366.3956298679, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.288721884660484, "fast_rcnn/fg_cls_accuracy": 0.6749187112030742, "iteration": 80719, "loss_box_reg": 0.23371123522520065, "loss_cls": 0.1875473838299513, "loss_mask": 0.2497026901692152, "loss_rpn_cls": 0.04279859398957342, "loss_rpn_loc": 0.06354166567325592, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901232186763008, "mask_rcnn/false_negative": 0.10101097645405946, "mask_rcnn/false_positive": 0.12249739908844692, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0356911960989237, "total_loss": 0.7869969392195344}
{"data_time": 0.020116481697186828, "eta_seconds": 189346.38650099747, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3537605696484201, "fast_rcnn/fg_cls_accuracy": 0.5927162142115413, "iteration": 80739, "loss_box_reg": 0.23441756144165993, "loss_cls": 0.1942888656631112, "loss_mask": 0.2419743798673153, "loss_rpn_cls": 0.039009965723380446, "loss_rpn_loc": 0.08067697123624384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8786073074773084, "mask_rcnn/false_negative": 0.09475324095449078, "mask_rcnn/false_positive": 0.12489585008919704, "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": 1.0062198084779084, "total_loss": 0.8041658226866275}
{"data_time": 0.013945800485089421, "eta_seconds": 189273.68255314417, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.31267331782105634, "fast_rcnn/fg_cls_accuracy": 0.6566666666666667, "iteration": 80759, "loss_box_reg": 0.2172741051763296, "loss_cls": 0.1795986252836883, "loss_mask": 0.24670740589499474, "loss_rpn_cls": 0.03686087066307664, "loss_rpn_loc": 0.07103709760122001, "lr": 0.0001, "mask_rcnn/accuracy": 0.898900718133969, "mask_rcnn/false_negative": 0.09090115149798302, "mask_rcnn/false_positive": 0.11043487365264229, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.955204069847241, "total_loss": 0.72075069101993}
{"data_time": 0.024558637756854296, "eta_seconds": 189264.5463838335, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2862864576201561, "fast_rcnn/fg_cls_accuracy": 0.6696165191740413, "iteration": 80779, "loss_box_reg": 0.21361199859529734, "loss_cls": 0.1788231390528381, "loss_mask": 0.24165464378893375, "loss_rpn_cls": 0.041381104034371674, "loss_rpn_loc": 0.08045708946883678, "lr": 0.0001, "mask_rcnn/accuracy": 0.903405615723246, "mask_rcnn/false_negative": 0.08271806667502024, "mask_rcnn/false_positive": 0.1038114236372448, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0292448825202882, "total_loss": 0.7627676815027371}
{"data_time": 0.018408846808597445, "eta_seconds": 189286.35911438614, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3323885109599395, "fast_rcnn/fg_cls_accuracy": 0.6569701342428615, "iteration": 80799, "loss_box_reg": 0.22613152489066124, "loss_cls": 0.19707001373171806, "loss_mask": 0.2552634608000517, "loss_rpn_cls": 0.0451719572301954, "loss_rpn_loc": 0.07939811376854777, "lr": 0.0001, "mask_rcnn/accuracy": 0.880763056447402, "mask_rcnn/false_negative": 0.09340363100838203, "mask_rcnn/false_positive": 0.14495350412373303, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9954933756962419, "total_loss": 0.7721335815731436}
{"data_time": 0.015093452529981732, "eta_seconds": 189191.2374656601, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3076505964704722, "fast_rcnn/fg_cls_accuracy": 0.6501367222521068, "iteration": 80819, "loss_box_reg": 0.2177920863032341, "loss_cls": 0.18821357563138008, "loss_mask": 0.23159540072083473, "loss_rpn_cls": 0.03314156108535826, "loss_rpn_loc": 0.08379324106499553, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019557591302606, "mask_rcnn/false_negative": 0.0795923827184094, "mask_rcnn/false_positive": 0.11997496121956963, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9715151290874928, "total_loss": 0.7726701812352985}
{"data_time": 0.01424000458791852, "eta_seconds": 189098.14636707306, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2599151886261261, "fast_rcnn/fg_cls_accuracy": 0.7144706811797753, "iteration": 80839, "loss_box_reg": 0.21303338650614023, "loss_cls": 0.17431001644581556, "loss_mask": 0.2505166716873646, "loss_rpn_cls": 0.03530383110046387, "loss_rpn_loc": 0.0772483185864985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834941546297572, "mask_rcnn/false_negative": 0.08341895596026203, "mask_rcnn/false_positive": 0.12160542291610499, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9749356154352427, "total_loss": 0.7683137711137533}
{"data_time": 0.013805856928229332, "eta_seconds": 189100.21521000192, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31891954022988506, "fast_rcnn/fg_cls_accuracy": 0.6438390804597701, "iteration": 80859, "loss_box_reg": 0.2221451746299863, "loss_cls": 0.19871431030333042, "loss_mask": 0.24001910537481308, "loss_rpn_cls": 0.03511326972511597, "loss_rpn_loc": 0.07701912545599043, "lr": 0.0001, "mask_rcnn/accuracy": 0.88674896301659, "mask_rcnn/false_negative": 0.08759933103221813, "mask_rcnn/false_positive": 0.12671891616843262, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0127890252042562, "total_loss": 0.7747724379878491}
{"data_time": 0.01418075687251985, "eta_seconds": 188972.19443924725, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.32465085678399475, "fast_rcnn/fg_cls_accuracy": 0.6436134453781512, "iteration": 80879, "loss_box_reg": 0.21832993440330029, "loss_cls": 0.18436270765960217, "loss_mask": 0.24653340876102448, "loss_rpn_cls": 0.037272070767357945, "loss_rpn_loc": 0.07595166435930878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971182959796045, "mask_rcnn/false_negative": 0.08048663207072962, "mask_rcnn/false_positive": 0.12817062238336568, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9750362986233085, "total_loss": 0.7752111844019964}
{"data_time": 0.02084289933554828, "eta_seconds": 189045.69160745014, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2746693121693122, "fast_rcnn/fg_cls_accuracy": 0.6637306781785266, "iteration": 80899, "loss_box_reg": 0.21473254822194576, "loss_cls": 0.18305685929954052, "loss_mask": 0.24941917322576046, "loss_rpn_cls": 0.03516858397051692, "loss_rpn_loc": 0.06995790614746511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940614014144082, "mask_rcnn/false_negative": 0.08268197424915893, "mask_rcnn/false_positive": 0.11882487177717571, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0111590439919382, "total_loss": 0.7894720453768969}
{"data_time": 0.01373343518935144, "eta_seconds": 189033.05739589967, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.259329966744673, "fast_rcnn/fg_cls_accuracy": 0.7162698108873746, "iteration": 80919, "loss_box_reg": 0.19635302387177944, "loss_cls": 0.17230241699144244, "loss_mask": 0.2303151935338974, "loss_rpn_cls": 0.042519620386883616, "loss_rpn_loc": 0.07760034943930805, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071348268636421, "mask_rcnn/false_negative": 0.07842672299627257, "mask_rcnn/false_positive": 0.10897105871621443, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0054230359382927, "total_loss": 0.7294364979607053}
{"data_time": 0.014874248998239636, "eta_seconds": 189005.70309521165, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30087227730304034, "fast_rcnn/fg_cls_accuracy": 0.6853845417105642, "iteration": 80939, "loss_box_reg": 0.2240624399855733, "loss_cls": 0.1973490510135889, "loss_mask": 0.24193641729652882, "loss_rpn_cls": 0.033574046567082405, "loss_rpn_loc": 0.08777861064299941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967850753915514, "mask_rcnn/false_negative": 0.10020365739479849, "mask_rcnn/false_positive": 0.10815737388946198, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9839014450553805, "total_loss": 0.7934811514569446}
{"data_time": 0.01744136307388544, "eta_seconds": 188985.7088390924, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.312522075929016, "fast_rcnn/fg_cls_accuracy": 0.6680084771567422, "iteration": 80959, "loss_box_reg": 0.20969990734010935, "loss_cls": 0.17650323454290628, "loss_mask": 0.24212776497006416, "loss_rpn_cls": 0.03676394507056102, "loss_rpn_loc": 0.07759876688942313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978139857851437, "mask_rcnn/false_negative": 0.09364184363730833, "mask_rcnn/false_positive": 0.11222187564574654, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9847751946654171, "total_loss": 0.7518275876063854}
{"data_time": 0.021377988625317812, "eta_seconds": 188906.78082288709, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3164374577685918, "fast_rcnn/fg_cls_accuracy": 0.6251043364203664, "iteration": 80979, "loss_box_reg": 0.22744920570403337, "loss_cls": 0.19840088952332735, "loss_mask": 0.24680294282734394, "loss_rpn_cls": 0.034673860762268305, "loss_rpn_loc": 0.07115853147115558, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886894390182227, "mask_rcnn/false_negative": 0.0994173691365205, "mask_rcnn/false_positive": 0.11683482598451725, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9595393878407776, "total_loss": 0.7992501409025863}
{"data_time": 0.015357999131083488, "eta_seconds": 188767.44052791037, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30173160173160174, "fast_rcnn/fg_cls_accuracy": 0.629789029535865, "iteration": 80999, "loss_box_reg": 0.20134414173662663, "loss_cls": 0.17984496243298054, "loss_mask": 0.239405931904912, "loss_rpn_cls": 0.03539480140898377, "loss_rpn_loc": 0.06423820741474628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980691842012354, "mask_rcnn/false_negative": 0.07829427700477054, "mask_rcnn/false_positive": 0.11919828459320336, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9671986531466246, "total_loss": 0.7454080765019171}
{"data_time": 0.014596628723666072, "eta_seconds": 188690.67614896223, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.27700435789435296, "fast_rcnn/fg_cls_accuracy": 0.6820063194072322, "iteration": 81019, "loss_box_reg": 0.21599245630204678, "loss_cls": 0.17587161995470524, "loss_mask": 0.25271918065845966, "loss_rpn_cls": 0.03747676021885127, "loss_rpn_loc": 0.0646547720534727, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880730281967109, "mask_rcnn/false_negative": 0.09435737882295783, "mask_rcnn/false_positive": 0.11914778394675261, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9769051210023463, "total_loss": 0.766738819074817}
{"data_time": 0.016142531763762236, "eta_seconds": 188727.48974684626, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3422293644118707, "fast_rcnn/fg_cls_accuracy": 0.6337212958072387, "iteration": 81039, "loss_box_reg": 0.20800182688981295, "loss_cls": 0.1798820123076439, "loss_mask": 0.2284264676272869, "loss_rpn_cls": 0.03181394480634481, "loss_rpn_loc": 0.06570396269671619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979516947018149, "mask_rcnn/false_negative": 0.09098326738608616, "mask_rcnn/false_positive": 0.11361282277229295, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0222991984337568, "total_loss": 0.7259635557420552}
{"data_time": 0.016895833425223827, "eta_seconds": 188826.82874127757, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3722622262226223, "fast_rcnn/fg_cls_accuracy": 0.6003672947939955, "iteration": 81059, "loss_box_reg": 0.22957407124340534, "loss_cls": 0.19164140243083239, "loss_mask": 0.25402418710291386, "loss_rpn_cls": 0.03997070947661996, "loss_rpn_loc": 0.08282339863944799, "lr": 0.0001, "mask_rcnn/accuracy": 0.886363722772763, "mask_rcnn/false_negative": 0.09808867621888553, "mask_rcnn/false_positive": 0.1166120446725635, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0212012464180589, "total_loss": 0.8317324020899832}
{"data_time": 0.020756498910486698, "eta_seconds": 188865.74330237694, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2640424028268551, "fast_rcnn/fg_cls_accuracy": 0.7194709051579358, "iteration": 81079, "loss_box_reg": 0.2075292319059372, "loss_cls": 0.17784287687391043, "loss_mask": 0.24053393863141537, "loss_rpn_cls": 0.029566165700089186, "loss_rpn_loc": 0.0697072462644428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967467358036965, "mask_rcnn/false_negative": 0.08109571912677728, "mask_rcnn/false_positive": 0.12256081714565914, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0272609507665038, "total_loss": 0.738094964530319}
{"data_time": 0.021769915474578738, "eta_seconds": 188860.26569297537, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.332171150354844, "fast_rcnn/fg_cls_accuracy": 0.6376571105776021, "iteration": 81099, "loss_box_reg": 0.22865841910243034, "loss_cls": 0.18284849263727665, "loss_mask": 0.2513288054615259, "loss_rpn_cls": 0.03247436159290373, "loss_rpn_loc": 0.06415320478845388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912584575147713, "mask_rcnn/false_negative": 0.08943967112648779, "mask_rcnn/false_positive": 0.12905174430225516, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0019681104458869, "total_loss": 0.8136006703134626}
{"data_time": 0.01954123075120151, "eta_seconds": 188849.18171754107, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.34704031843862354, "fast_rcnn/fg_cls_accuracy": 0.6400325241948279, "iteration": 81119, "loss_box_reg": 0.22208862099796534, "loss_cls": 0.1895636711269617, "loss_mask": 0.2599054481834173, "loss_rpn_cls": 0.03635812923312187, "loss_rpn_loc": 0.07467405637726188, "lr": 0.0001, "mask_rcnn/accuracy": 0.895008086528281, "mask_rcnn/false_negative": 0.08888018349336485, "mask_rcnn/false_positive": 0.12057118012869031, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0093531084712595, "total_loss": 0.8024258652003482}
{"data_time": 0.017119959462434053, "eta_seconds": 188871.21845736634, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30156021452949777, "fast_rcnn/fg_cls_accuracy": 0.6548859835816357, "iteration": 81139, "loss_box_reg": 0.24135302938520908, "loss_cls": 0.19730366673320532, "loss_mask": 0.2472040392458439, "loss_rpn_cls": 0.040415116818621755, "loss_rpn_loc": 0.059763841796666384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943990448813182, "mask_rcnn/false_negative": 0.08148054981534911, "mask_rcnn/false_positive": 0.1132440538519465, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0171817354857922, "total_loss": 0.7971465820155572}
{"data_time": 0.019382302416488528, "eta_seconds": 188809.18824407272, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.283411642908338, "fast_rcnn/fg_cls_accuracy": 0.6875451979378076, "iteration": 81159, "loss_box_reg": 0.21916923485696316, "loss_cls": 0.19152712635695934, "loss_mask": 0.23891631700098515, "loss_rpn_cls": 0.03570509236305952, "loss_rpn_loc": 0.07764486921951175, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866510036680733, "mask_rcnn/false_negative": 0.10005539701583097, "mask_rcnn/false_positive": 0.11783186023227178, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9713024210650474, "total_loss": 0.7881530165323056}
{"data_time": 0.022988494718447328, "eta_seconds": 188853.6077979533, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.37154902760777914, "fast_rcnn/fg_cls_accuracy": 0.6111779448621554, "iteration": 81179, "loss_box_reg": 0.21844194643199444, "loss_cls": 0.18418901087716222, "loss_mask": 0.2505995128303766, "loss_rpn_cls": 0.04215238871984184, "loss_rpn_loc": 0.0719750989228487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806758305361242, "mask_rcnn/false_negative": 0.10557341740260934, "mask_rcnn/false_positive": 0.13301982946507096, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0199367117602378, "total_loss": 0.7684848929638974}
{"data_time": 0.014708028640598059, "eta_seconds": 188874.82814192772, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3377795899347623, "fast_rcnn/fg_cls_accuracy": 0.6461193336193336, "iteration": 81199, "loss_box_reg": 0.21196626126766205, "loss_cls": 0.17294300813227892, "loss_mask": 0.2476404570043087, "loss_rpn_cls": 0.03406186675420031, "loss_rpn_loc": 0.0788273848593235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956267217543246, "mask_rcnn/false_negative": 0.1011158078849263, "mask_rcnn/false_positive": 0.11002029271729766, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0010747520718724, "total_loss": 0.7461800981545821}
{"data_time": 0.016734748613089323, "eta_seconds": 188854.82021521777, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.30270833333333336, "fast_rcnn/fg_cls_accuracy": 0.6605208333333333, "iteration": 81219, "loss_box_reg": 0.21449461951851845, "loss_cls": 0.17922383872792125, "loss_mask": 0.24589942581951618, "loss_rpn_cls": 0.04109006258659065, "loss_rpn_loc": 0.0818774055223912, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954587958494209, "mask_rcnn/false_negative": 0.09642375175904785, "mask_rcnn/false_positive": 0.1127413536320334, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9663276956416667, "total_loss": 0.7435840156394988}
{"data_time": 0.019052137853577733, "eta_seconds": 189089.6627308242, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.28953322219576094, "fast_rcnn/fg_cls_accuracy": 0.690666960697834, "iteration": 81239, "loss_box_reg": 0.2352316528558731, "loss_cls": 0.18654519505798817, "loss_mask": 0.24572902359068394, "loss_rpn_cls": 0.032140141003765166, "loss_rpn_loc": 0.07505651330575347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969211932893457, "mask_rcnn/false_negative": 0.08928963931859663, "mask_rcnn/false_positive": 0.12002421913422609, "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": 1.0254922576714307, "total_loss": 0.7879386157146655}
{"data_time": 0.021368435118347406, "eta_seconds": 189095.85262223147, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.28470351758793966, "fast_rcnn/fg_cls_accuracy": 0.6901160889470241, "iteration": 81259, "loss_box_reg": 0.20801320765167475, "loss_cls": 0.17158790584653616, "loss_mask": 0.24264652095735073, "loss_rpn_cls": 0.03311386564746499, "loss_rpn_loc": 0.06864051194861531, "lr": 0.0001, "mask_rcnn/accuracy": 0.90944258321001, "mask_rcnn/false_negative": 0.07797845616106093, "mask_rcnn/false_positive": 0.10325937544636701, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0196689371950924, "total_loss": 0.7064243492204696}
{"data_time": 0.01843370753340423, "eta_seconds": 189049.59287222475, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32175925925925924, "fast_rcnn/fg_cls_accuracy": 0.6058608058608059, "iteration": 81279, "loss_box_reg": 0.20299753081053495, "loss_cls": 0.17731394805014133, "loss_mask": 0.2429470270872116, "loss_rpn_cls": 0.03269500762689859, "loss_rpn_loc": 0.06058858730830252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837075764371682, "mask_rcnn/false_negative": 0.10100824607619298, "mask_rcnn/false_positive": 0.11690507706137859, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0099550064187497, "total_loss": 0.7315002897521481}
{"data_time": 0.021692341193556786, "eta_seconds": 189055.77720575966, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.30390729074939604, "fast_rcnn/fg_cls_accuracy": 0.6583987328101375, "iteration": 81299, "loss_box_reg": 0.21539645455777645, "loss_cls": 0.1903696684166789, "loss_mask": 0.2517750598490238, "loss_rpn_cls": 0.03554529091343284, "loss_rpn_loc": 0.07261439634021372, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023887014958443, "mask_rcnn/false_negative": 0.07995544931858012, "mask_rcnn/false_positive": 0.12418351263350483, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9999932271894068, "total_loss": 0.7785189806018025}
{"data_time": 0.015257444465532899, "eta_seconds": 188870.3243929427, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.34302495534022626, "fast_rcnn/fg_cls_accuracy": 0.6225246656281139, "iteration": 81319, "loss_box_reg": 0.20191860012710094, "loss_cls": 0.16325257066637278, "loss_mask": 0.24492822773754597, "loss_rpn_cls": 0.03843058040365577, "loss_rpn_loc": 0.06478436826728284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939119195940325, "mask_rcnn/false_negative": 0.08176398243633162, "mask_rcnn/false_positive": 0.12547025293071118, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9383382527157664, "total_loss": 0.7283771835500374}
{"data_time": 0.01816927664913237, "eta_seconds": 188693.57931978535, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2738888888888889, "fast_rcnn/fg_cls_accuracy": 0.7010348956551489, "iteration": 81339, "loss_box_reg": 0.20263250917196274, "loss_cls": 0.18233671505004168, "loss_mask": 0.22787735611200333, "loss_rpn_cls": 0.03768576052971184, "loss_rpn_loc": 0.08157502114772797, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016971851272506, "mask_rcnn/false_negative": 0.08359390020241522, "mask_rcnn/false_positive": 0.11506032119944405, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9928781443741173, "total_loss": 0.7010625588009134}
{"data_time": 0.017494154395535588, "eta_seconds": 188600.32038286328, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2462686567164179, "fast_rcnn/fg_cls_accuracy": 0.7049114331723028, "iteration": 81359, "loss_box_reg": 0.21285664103925228, "loss_cls": 0.17207190580666065, "loss_mask": 0.24412746541202068, "loss_rpn_cls": 0.035228366032242775, "loss_rpn_loc": 0.06358470825944096, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931828751320261, "mask_rcnn/false_negative": 0.08771690034105098, "mask_rcnn/false_positive": 0.11541719383181165, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9754238545428962, "total_loss": 0.6909926222870126}
{"data_time": 0.016644890187308192, "eta_seconds": 188562.57445625495, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.29161849710982657, "fast_rcnn/fg_cls_accuracy": 0.6537250151423379, "iteration": 81379, "loss_box_reg": 0.2378867920488119, "loss_cls": 0.1789816077798605, "loss_mask": 0.24723098799586296, "loss_rpn_cls": 0.034630943671800196, "loss_rpn_loc": 0.08445705322083086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935980061345736, "mask_rcnn/false_negative": 0.09726996394080009, "mask_rcnn/false_positive": 0.12383205927968549, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0027886412572116, "total_loss": 0.7872535513015464}
{"data_time": 0.013236163416877389, "eta_seconds": 188560.3287966922, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2891389782065023, "fast_rcnn/fg_cls_accuracy": 0.683588761174968, "iteration": 81399, "loss_box_reg": 0.21799003425985575, "loss_cls": 0.1730011673644185, "loss_mask": 0.24995006993412971, "loss_rpn_cls": 0.03519979631528258, "loss_rpn_loc": 0.08481566817499697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899375675875578, "mask_rcnn/false_negative": 0.07725966537673333, "mask_rcnn/false_positive": 0.12579762352791296, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.014518802985549, "total_loss": 0.7525842874310911}
{"data_time": 0.016101659508422017, "eta_seconds": 188566.68083785102, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.28676136136934927, "fast_rcnn/fg_cls_accuracy": 0.6892550772054422, "iteration": 81419, "loss_box_reg": 0.23240872286260128, "loss_cls": 0.18720905296504498, "loss_mask": 0.23989208973944187, "loss_rpn_cls": 0.04041983652859926, "loss_rpn_loc": 0.08056348515674472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960392857725943, "mask_rcnn/false_negative": 0.09058168562032513, "mask_rcnn/false_positive": 0.12920659885314797, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.013306237058714, "total_loss": 0.7712512412108481}
{"data_time": 0.013935471652075648, "eta_seconds": 188520.3372105211, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3049731838127743, "fast_rcnn/fg_cls_accuracy": 0.6804785943238298, "iteration": 81439, "loss_box_reg": 0.24921234883368015, "loss_cls": 0.1948877121321857, "loss_mask": 0.24385680072009563, "loss_rpn_cls": 0.034557891078293324, "loss_rpn_loc": 0.07072192104533315, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055811702308755, "mask_rcnn/false_negative": 0.09567888916905727, "mask_rcnn/false_positive": 0.10546707188876184, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9962706419173628, "total_loss": 0.7931460338877514}
{"data_time": 0.014672741992399096, "eta_seconds": 188485.6881263107, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2683798137607469, "fast_rcnn/fg_cls_accuracy": 0.7167432909226986, "iteration": 81459, "loss_box_reg": 0.20874224789440632, "loss_cls": 0.16881696786731482, "loss_mask": 0.23177059926092625, "loss_rpn_cls": 0.0380051014944911, "loss_rpn_loc": 0.07787738693878055, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077002422336198, "mask_rcnn/false_negative": 0.07433379879749609, "mask_rcnn/false_positive": 0.09418249464775047, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0017316406592727, "total_loss": 0.7568322313018143}
{"data_time": 0.022432422498241067, "eta_seconds": 188489.24045632593, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27614366511484745, "fast_rcnn/fg_cls_accuracy": 0.6827413086542968, "iteration": 81479, "loss_box_reg": 0.21382160112261772, "loss_cls": 0.1694834353402257, "loss_mask": 0.22746337577700615, "loss_rpn_cls": 0.03467568650376052, "loss_rpn_loc": 0.07282127952203155, "lr": 0.0001, "mask_rcnn/accuracy": 0.9120050814455797, "mask_rcnn/false_negative": 0.082405452979202, "mask_rcnn/false_positive": 0.09826375910893563, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0137895289808512, "total_loss": 0.7542165260529146}
{"data_time": 0.01707671512849629, "eta_seconds": 188440.91618910898, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.308814275440489, "fast_rcnn/fg_cls_accuracy": 0.6757057850357562, "iteration": 81499, "loss_box_reg": 0.2134837843477726, "loss_cls": 0.17307425662875175, "loss_mask": 0.23872647620737553, "loss_rpn_cls": 0.031064955750480294, "loss_rpn_loc": 0.07108889357186854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928057691665907, "mask_rcnn/false_negative": 0.0909741956039641, "mask_rcnn/false_positive": 0.11410494045397197, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.979633629322052, "total_loss": 0.7247625479940325}
{"data_time": 0.01580477156676352, "eta_seconds": 188367.10427202284, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31074611662846957, "fast_rcnn/fg_cls_accuracy": 0.6457720588235294, "iteration": 81519, "loss_box_reg": 0.22428896138444543, "loss_cls": 0.1748821046203375, "loss_mask": 0.24666070006787777, "loss_rpn_cls": 0.031225066748447716, "loss_rpn_loc": 0.08147019450552762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851591204663684, "mask_rcnn/false_negative": 0.10666359932076924, "mask_rcnn/false_positive": 0.12094998367600379, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9882801044732332, "total_loss": 0.769975587609224}
{"data_time": 0.02017630310729146, "eta_seconds": 188337.60524582583, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.307703081232493, "fast_rcnn/fg_cls_accuracy": 0.6695156695156695, "iteration": 81539, "loss_box_reg": 0.2185775162652135, "loss_cls": 0.18435604125261307, "loss_mask": 0.23858544044196606, "loss_rpn_cls": 0.039429569616913795, "loss_rpn_loc": 0.09096621337812394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990460252595736, "mask_rcnn/false_negative": 0.08900962793848985, "mask_rcnn/false_positive": 0.10933245087467983, "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": 0.9876885644625872, "total_loss": 0.7662646397366188}
{"data_time": 0.017781063681468368, "eta_seconds": 188405.1950205397, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32365450249409294, "fast_rcnn/fg_cls_accuracy": 0.6453739174341131, "iteration": 81559, "loss_box_reg": 0.2236144933849573, "loss_cls": 0.18322916701436043, "loss_mask": 0.2560736909508705, "loss_rpn_cls": 0.03418598335701972, "loss_rpn_loc": 0.09191707917489111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918084730726171, "mask_rcnn/false_negative": 0.09747897476274564, "mask_rcnn/false_positive": 0.1277395401346942, "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": 1.0168312748428434, "total_loss": 0.7666801845189184}
{"data_time": 0.023004699032753706, "eta_seconds": 188372.13670019526, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3134482250699661, "fast_rcnn/fg_cls_accuracy": 0.6775526526259663, "iteration": 81579, "loss_box_reg": 0.235619705170393, "loss_cls": 0.18089533038437366, "loss_mask": 0.2394686220213771, "loss_rpn_cls": 0.03469990869052708, "loss_rpn_loc": 0.08257198170758784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846166872168608, "mask_rcnn/false_negative": 0.1002819969363079, "mask_rcnn/false_positive": 0.1148364974728759, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0061586478259414, "total_loss": 0.7834775700175669}
{"data_time": 0.013453736202791333, "eta_seconds": 188499.44525174797, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2456875114519802, "fast_rcnn/fg_cls_accuracy": 0.7202963850401083, "iteration": 81599, "loss_box_reg": 0.2358568925410509, "loss_cls": 0.18761684745550156, "loss_mask": 0.24800969660282135, "loss_rpn_cls": 0.032701154705137014, "loss_rpn_loc": 0.06695424439385533, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057273293139181, "mask_rcnn/false_negative": 0.09172840327201437, "mask_rcnn/false_positive": 0.09532218805123924, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0077847661450505, "total_loss": 0.8014647866366431}
{"data_time": 0.013630145927891135, "eta_seconds": 188426.7821059376, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2911636107750817, "fast_rcnn/fg_cls_accuracy": 0.6728882728882728, "iteration": 81619, "loss_box_reg": 0.22937476262450218, "loss_cls": 0.1903613144531846, "loss_mask": 0.23640460334718227, "loss_rpn_cls": 0.03640133875887841, "loss_rpn_loc": 0.07184532913379371, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043861687210591, "mask_rcnn/false_negative": 0.0874793335397047, "mask_rcnn/false_positive": 0.11010833389957317, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.999193477910012, "total_loss": 0.7462502054404467}
{"data_time": 0.01793198147788644, "eta_seconds": 188258.91832512803, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3028749028749029, "fast_rcnn/fg_cls_accuracy": 0.6614146091444124, "iteration": 81639, "loss_box_reg": 0.2230861485004425, "loss_cls": 0.19630239345133305, "loss_mask": 0.23898759484291077, "loss_rpn_cls": 0.03598148189485073, "loss_rpn_loc": 0.08074531576130539, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062048933637685, "mask_rcnn/false_negative": 0.07911693128754091, "mask_rcnn/false_positive": 0.10681429313712978, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9968981361016631, "total_loss": 0.7953721564263105}
{"data_time": 0.014978302409872413, "eta_seconds": 188075.02679955214, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3149484536082474, "fast_rcnn/fg_cls_accuracy": 0.6609489377896174, "iteration": 81659, "loss_box_reg": 0.218052314594388, "loss_cls": 0.1760410349816084, "loss_mask": 0.2506234869360924, "loss_rpn_cls": 0.03559441911056638, "loss_rpn_loc": 0.08220371219795197, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897695720974241, "mask_rcnn/false_negative": 0.10033019608088366, "mask_rcnn/false_positive": 0.1373248867294382, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.968266304815188, "total_loss": 0.7747978080296889}
{"data_time": 0.020101861096918583, "eta_seconds": 187978.40482518077, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29479454043850734, "fast_rcnn/fg_cls_accuracy": 0.6897415420357195, "iteration": 81679, "loss_box_reg": 0.2159459162503481, "loss_cls": 0.18141310010105371, "loss_mask": 0.24014353938400745, "loss_rpn_cls": 0.03271357738412917, "loss_rpn_loc": 0.05405830324161798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931695735827724, "mask_rcnn/false_negative": 0.09708143265431288, "mask_rcnn/false_positive": 0.1312770805224869, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9863216613885015, "total_loss": 0.7417214255547151}
{"data_time": 0.014910062309354544, "eta_seconds": 188083.48105926998, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3219050403889031, "fast_rcnn/fg_cls_accuracy": 0.6262725970657685, "iteration": 81699, "loss_box_reg": 0.20738162845373154, "loss_cls": 0.17193275969475508, "loss_mask": 0.2492545209825039, "loss_rpn_cls": 0.03930697881150991, "loss_rpn_loc": 0.09168885322287679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972233388768351, "mask_rcnn/false_negative": 0.09421908665685244, "mask_rcnn/false_positive": 0.12393800839803862, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 1.0091864455025643, "total_loss": 0.7434482628013939}
{"data_time": 0.014996557030826807, "eta_seconds": 188142.59966206737, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2675693101225016, "fast_rcnn/fg_cls_accuracy": 0.7242477971201375, "iteration": 81719, "loss_box_reg": 0.23425982147455215, "loss_cls": 0.20661129150539637, "loss_mask": 0.23698468320071697, "loss_rpn_cls": 0.040020370099227875, "loss_rpn_loc": 0.07407661085017025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895047919258372, "mask_rcnn/false_negative": 0.09440819108465617, "mask_rcnn/false_positive": 0.11257009123070373, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0227480435278267, "total_loss": 0.7982588041340932}
{"data_time": 0.01821745652705431, "eta_seconds": 188178.95329946186, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3248803827751196, "fast_rcnn/fg_cls_accuracy": 0.6426838247062966, "iteration": 81739, "loss_box_reg": 0.2335321605205536, "loss_cls": 0.18305112980306149, "loss_mask": 0.2377619333565235, "loss_rpn_cls": 0.036227742210030556, "loss_rpn_loc": 0.07377895386889577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960787163884287, "mask_rcnn/false_negative": 0.09123263701936084, "mask_rcnn/false_positive": 0.10940198102948763, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0323688013013452, "total_loss": 0.7884621033445001}
{"data_time": 0.017522144597023726, "eta_seconds": 188117.7481241338, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2754335898350575, "fast_rcnn/fg_cls_accuracy": 0.6990965777974174, "iteration": 81759, "loss_box_reg": 0.20910141710191965, "loss_cls": 0.17593159805983305, "loss_mask": 0.2422820571810007, "loss_rpn_cls": 0.036138477735221386, "loss_rpn_loc": 0.079894641879946, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018912453454192, "mask_rcnn/false_negative": 0.08120662414187946, "mask_rcnn/false_positive": 0.10795789867740183, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9715301240794361, "total_loss": 0.7406833594432101}
{"data_time": 0.014282756252214313, "eta_seconds": 188036.77771930117, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.31318043658469186, "fast_rcnn/fg_cls_accuracy": 0.6628278559703839, "iteration": 81779, "loss_box_reg": 0.20736673288047314, "loss_cls": 0.1745655220001936, "loss_mask": 0.24538317881524563, "loss_rpn_cls": 0.03281525685451925, "loss_rpn_loc": 0.0749494603369385, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051213667285096, "mask_rcnn/false_negative": 0.08070111807195987, "mask_rcnn/false_positive": 0.11726424449634573, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.969858301570639, "total_loss": 0.7527381823747419}
{"data_time": 0.025530310114845634, "eta_seconds": 188099.00418766774, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2992260493654999, "fast_rcnn/fg_cls_accuracy": 0.6594971172325432, "iteration": 81799, "loss_box_reg": 0.23900436330586672, "loss_cls": 0.20612239465117455, "loss_mask": 0.2419138140976429, "loss_rpn_cls": 0.033443259075284004, "loss_rpn_loc": 0.07153840642422438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898325759597088, "mask_rcnn/false_negative": 0.09723068016908808, "mask_rcnn/false_positive": 0.11898350391474768, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0184210499282926, "total_loss": 0.7975447524804622}
{"data_time": 0.02008366002701223, "eta_seconds": 188057.78709094506, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3166583374979177, "fast_rcnn/fg_cls_accuracy": 0.6671675835234134, "iteration": 81819, "loss_box_reg": 0.22028686478734016, "loss_cls": 0.17780367750674486, "loss_mask": 0.24783501587808132, "loss_rpn_cls": 0.03239593541366048, "loss_rpn_loc": 0.07628450193442404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948097757621567, "mask_rcnn/false_negative": 0.0836150157861677, "mask_rcnn/false_positive": 0.12478113666205992, "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": 0.992321235826239, "total_loss": 0.7567034547682852}
{"data_time": 0.02591492678038776, "eta_seconds": 188112.2027465701, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2537031116794544, "fast_rcnn/fg_cls_accuracy": 0.6853646732590384, "iteration": 81839, "loss_box_reg": 0.20987511798739433, "loss_cls": 0.17693865671753883, "loss_mask": 0.239387359470129, "loss_rpn_cls": 0.028493907710071653, "loss_rpn_loc": 0.05678130150772631, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008460470858823, "mask_rcnn/false_negative": 0.08966454186610934, "mask_rcnn/false_positive": 0.10050256148834441, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9911433507222682, "total_loss": 0.7191667155129835}
{"data_time": 0.020065051037818193, "eta_seconds": 188039.03638612013, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.31693202195294246, "fast_rcnn/fg_cls_accuracy": 0.6458372252319571, "iteration": 81859, "loss_box_reg": 0.23120814934372902, "loss_cls": 0.1821591043844819, "loss_mask": 0.25072378665208817, "loss_rpn_cls": 0.03530505346134305, "loss_rpn_loc": 0.08060892741195858, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962622182163682, "mask_rcnn/false_negative": 0.09467227735663339, "mask_rcnn/false_positive": 0.12038373079874423, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.999425258487463, "total_loss": 0.8183470095973462}
{"data_time": 0.012602016096934676, "eta_seconds": 188057.12162666023, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2649115590292061, "fast_rcnn/fg_cls_accuracy": 0.7204388224737315, "iteration": 81879, "loss_box_reg": 0.21163522358983755, "loss_cls": 0.1703561134636402, "loss_mask": 0.25463083758950233, "loss_rpn_cls": 0.030486296978779137, "loss_rpn_loc": 0.06923726218519732, "lr": 0.0001, "mask_rcnn/accuracy": 0.908129928613672, "mask_rcnn/false_negative": 0.08709374493570714, "mask_rcnn/false_positive": 0.0954694735219127, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9981897340621799, "total_loss": 0.7277867462835275}
{"data_time": 0.020460607018321753, "eta_seconds": 188037.1283115819, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.3060016396604938, "fast_rcnn/fg_cls_accuracy": 0.6579206514534608, "iteration": 81899, "loss_box_reg": 0.21032148227095604, "loss_cls": 0.17572699766606092, "loss_mask": 0.2416317854076624, "loss_rpn_cls": 0.030783851398155093, "loss_rpn_loc": 0.05898664309643209, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001645942808261, "mask_rcnn/false_negative": 0.0882677600204721, "mask_rcnn/false_positive": 0.11496729969025013, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.021699880482629, "total_loss": 0.7437304033664986}
{"data_time": 0.01549657084979117, "eta_seconds": 188017.1349965036, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30914047926531785, "fast_rcnn/fg_cls_accuracy": 0.6493399339933994, "iteration": 81919, "loss_box_reg": 0.2317702267318964, "loss_cls": 0.19064871594309807, "loss_mask": 0.24280888959765434, "loss_rpn_cls": 0.04187196493148804, "loss_rpn_loc": 0.0966726376209408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911058969150001, "mask_rcnn/false_negative": 0.10243350004921509, "mask_rcnn/false_positive": 0.11268467570410051, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9937528381124139, "total_loss": 0.8109474524389952}
{"data_time": 0.015425278805196285, "eta_seconds": 188119.75720964372, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.27700138026224985, "fast_rcnn/fg_cls_accuracy": 0.6513598663857731, "iteration": 81939, "loss_box_reg": 0.22308829054236412, "loss_cls": 0.17497945856302977, "loss_mask": 0.23649263195693493, "loss_rpn_cls": 0.03960667015053332, "loss_rpn_loc": 0.08071980834938586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987879292524972, "mask_rcnn/false_negative": 0.09055248539332975, "mask_rcnn/false_positive": 0.10025275293795916, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9910549239721149, "total_loss": 0.7656416430836543}
{"data_time": 0.015216451371088624, "eta_seconds": 188191.59641923383, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3413636363636363, "fast_rcnn/fg_cls_accuracy": 0.6456952216960827, "iteration": 81959, "loss_box_reg": 0.22586836386471987, "loss_cls": 0.19374891743063927, "loss_mask": 0.25445218198001385, "loss_rpn_cls": 0.04033979866653681, "loss_rpn_loc": 0.09313625819049776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986669384451282, "mask_rcnn/false_negative": 0.09317034048140292, "mask_rcnn/false_positive": 0.11821968040262287, "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": 0.9989148180466145, "total_loss": 0.8195505054900423}
{"data_time": 0.019652503076940775, "eta_seconds": 188428.5536294058, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.28953000361321884, "fast_rcnn/fg_cls_accuracy": 0.6888384166125893, "iteration": 81979, "loss_box_reg": 0.2078703846782446, "loss_cls": 0.17986257188022137, "loss_mask": 0.24672465585172176, "loss_rpn_cls": 0.04448530822992325, "loss_rpn_loc": 0.08952811633935198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858853853426029, "mask_rcnn/false_negative": 0.1007501207383099, "mask_rcnn/false_positive": 0.11458132248791265, "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": 1.0436913804151118, "total_loss": 0.7764762657461688}
{"data_time": 0.01639107894152403, "eta_seconds": 188486.63157224655, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23798457181915827, "fast_rcnn/fg_cls_accuracy": 0.7155677655677655, "iteration": 81999, "loss_box_reg": 0.20271445624530315, "loss_cls": 0.16720304638147354, "loss_mask": 0.23045990522950888, "loss_rpn_cls": 0.037281502271071076, "loss_rpn_loc": 0.08087169053032994, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035555746029615, "mask_rcnn/false_negative": 0.08263878381945716, "mask_rcnn/false_positive": 0.10825720551104348, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0136991182807833, "total_loss": 0.7340266223764047}
{"data_time": 0.01438483176752925, "eta_seconds": 188484.80406655, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2810665432777119, "fast_rcnn/fg_cls_accuracy": 0.6721555070354197, "iteration": 82019, "loss_box_reg": 0.23231143690645695, "loss_cls": 0.16647220496088266, "loss_mask": 0.25401294976472855, "loss_rpn_cls": 0.034157380228862166, "loss_rpn_loc": 0.06675961590372026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8799881610258824, "mask_rcnn/false_negative": 0.1022062383243987, "mask_rcnn/false_positive": 0.12664881561214628, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.979148137383163, "total_loss": 0.7643329252605326}
{"data_time": 0.016523831989616156, "eta_seconds": 188355.26306528598, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3083622194360449, "fast_rcnn/fg_cls_accuracy": 0.6722998685394035, "iteration": 82039, "loss_box_reg": 0.21666500065475702, "loss_cls": 0.1758243553340435, "loss_mask": 0.25627402402460575, "loss_rpn_cls": 0.03436563955619931, "loss_rpn_loc": 0.07396417076233774, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882311235830815, "mask_rcnn/false_negative": 0.10421343247833859, "mask_rcnn/false_positive": 0.11702053176041097, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9762400812469423, "total_loss": 0.7585496919928119}
{"data_time": 0.014444982400164008, "eta_seconds": 188178.87758464087, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3390426406983841, "fast_rcnn/fg_cls_accuracy": 0.6505295296250357, "iteration": 82059, "loss_box_reg": 0.22009851783514023, "loss_cls": 0.1837384980171919, "loss_mask": 0.23896166309714317, "loss_rpn_cls": 0.034061324782669544, "loss_rpn_loc": 0.09073467971757054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817284617114323, "mask_rcnn/false_negative": 0.11001613726770632, "mask_rcnn/false_positive": 0.11235762888445527, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9658791127149016, "total_loss": 0.7968007026356645}
{"data_time": 0.015559423947706819, "eta_seconds": 188071.4996761456, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.32984621822366356, "fast_rcnn/fg_cls_accuracy": 0.6505902677800173, "iteration": 82079, "loss_box_reg": 0.2394246608018875, "loss_cls": 0.18291179835796356, "loss_mask": 0.24596815183758736, "loss_rpn_cls": 0.03476632572710514, "loss_rpn_loc": 0.0733378091827035, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936285982893601, "mask_rcnn/false_negative": 0.0918733675104347, "mask_rcnn/false_positive": 0.1194472495241265, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0203683841973543, "total_loss": 0.7999403807916678}
{"data_time": 0.01585060777142644, "eta_seconds": 187857.539832755, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3395011905242342, "fast_rcnn/fg_cls_accuracy": 0.6392433029549848, "iteration": 82099, "loss_box_reg": 0.23460830375552177, "loss_cls": 0.19031895231455564, "loss_mask": 0.2505889441817999, "loss_rpn_cls": 0.037185009103268385, "loss_rpn_loc": 0.06488020502729341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876896253777977, "mask_rcnn/false_negative": 0.09486397838744791, "mask_rcnn/false_positive": 0.10730010515542628, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9750526705756783, "total_loss": 0.7722941029351205}
{"data_time": 0.016796572133898735, "eta_seconds": 187860.83828128874, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3032346622105514, "fast_rcnn/fg_cls_accuracy": 0.6864730046948357, "iteration": 82119, "loss_box_reg": 0.22676091454923153, "loss_cls": 0.18362256698310375, "loss_mask": 0.2446236666291952, "loss_rpn_cls": 0.03502162697259337, "loss_rpn_loc": 0.08239372749812901, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050715589697003, "mask_rcnn/false_negative": 0.08359270955026107, "mask_rcnn/false_positive": 0.10647022042605053, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0120184915140271, "total_loss": 0.7876997555722483}
{"data_time": 0.015272828517481685, "eta_seconds": 187631.89353360794, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2840952395469719, "fast_rcnn/fg_cls_accuracy": 0.6563631945007001, "iteration": 82139, "loss_box_reg": 0.21274600247852504, "loss_cls": 0.18145455326884985, "loss_mask": 0.238246388733387, "loss_rpn_cls": 0.03490820061415434, "loss_rpn_loc": 0.08349790354259312, "lr": 0.0001, "mask_rcnn/accuracy": 0.896420611520068, "mask_rcnn/false_negative": 0.10852413949946804, "mask_rcnn/false_positive": 0.12167155973355057, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9864881371613592, "total_loss": 0.7733463485492393}
{"data_time": 0.016948680859059095, "eta_seconds": 187922.9906618595, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31658569500674766, "fast_rcnn/fg_cls_accuracy": 0.676923076923077, "iteration": 82159, "loss_box_reg": 0.2432251013815403, "loss_cls": 0.20327634643763304, "loss_mask": 0.252089262008667, "loss_rpn_cls": 0.045807222137227654, "loss_rpn_loc": 0.08844073669752106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998227095902296, "mask_rcnn/false_negative": 0.10139774854426964, "mask_rcnn/false_positive": 0.11598931683283017, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0107059611473233, "total_loss": 0.8556361127411947}
{"data_time": 0.0162853819783777, "eta_seconds": 187777.5579105271, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2959861879170237, "fast_rcnn/fg_cls_accuracy": 0.6370955433455434, "iteration": 82179, "loss_box_reg": 0.2117720963433385, "loss_cls": 0.16745110973715782, "loss_mask": 0.2530777733772993, "loss_rpn_cls": 0.037454871693626046, "loss_rpn_loc": 0.07583217835053802, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054236258553774, "mask_rcnn/false_negative": 0.07658162580831973, "mask_rcnn/false_positive": 0.10941262441100034, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.9972920469008386, "total_loss": 0.7593479112256318}
{"data_time": 0.022916950983926654, "eta_seconds": 187708.87380517088, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3705008255365988, "fast_rcnn/fg_cls_accuracy": 0.5826141208277009, "iteration": 82199, "loss_box_reg": 0.2339075431227684, "loss_cls": 0.18273281026631594, "loss_mask": 0.2531511206179857, "loss_rpn_cls": 0.0384535719640553, "loss_rpn_loc": 0.08768952498212457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889912589355162, "mask_rcnn/false_negative": 0.09864935629927982, "mask_rcnn/false_positive": 0.12445283275540837, "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": 0.9890126059763134, "total_loss": 0.7961853432352655}
{"data_time": 0.020391975762322545, "eta_seconds": 187862.96415291727, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2966406969925442, "fast_rcnn/fg_cls_accuracy": 0.6667052023121387, "iteration": 82219, "loss_box_reg": 0.23075574450194836, "loss_cls": 0.18557997234165668, "loss_mask": 0.2320836465805769, "loss_rpn_cls": 0.03213973919628188, "loss_rpn_loc": 0.0748393916292116, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944316577077259, "mask_rcnn/false_negative": 0.09468189692785547, "mask_rcnn/false_positive": 0.10435213124521348, "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": 1.030351457418874, "total_loss": 0.7453638195293024}
{"data_time": 0.024819285608828068, "eta_seconds": 187740.85051998496, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30931058990760485, "fast_rcnn/fg_cls_accuracy": 0.6643424444392838, "iteration": 82239, "loss_box_reg": 0.20879079401493073, "loss_cls": 0.17750373668968678, "loss_mask": 0.23611990921199322, "loss_rpn_cls": 0.03514973586425185, "loss_rpn_loc": 0.06493021734058857, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947816437491709, "mask_rcnn/false_negative": 0.08654941584167117, "mask_rcnn/false_positive": 0.12598016951567276, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9989298339933157, "total_loss": 0.7497769084584434}
{"data_time": 0.0167044666595757, "eta_seconds": 187523.29253758304, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3632285795819362, "fast_rcnn/fg_cls_accuracy": 0.616607539149189, "iteration": 82259, "loss_box_reg": 0.23748148884624243, "loss_cls": 0.18516367068514228, "loss_mask": 0.25042520835995674, "loss_rpn_cls": 0.038667231798172, "loss_rpn_loc": 0.09361507603898644, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938639698448065, "mask_rcnn/false_negative": 0.08560723920431194, "mask_rcnn/false_positive": 0.12028974004300036, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9902270284947008, "total_loss": 0.8101139602367766}
{"data_time": 0.014394088415428996, "eta_seconds": 187458.18511910737, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27658380681818184, "fast_rcnn/fg_cls_accuracy": 0.6991051136363636, "iteration": 82279, "loss_box_reg": 0.21704022120684385, "loss_cls": 0.18400368932634592, "loss_mask": 0.23531515710055828, "loss_rpn_cls": 0.035233427537605166, "loss_rpn_loc": 0.0853102607652545, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941747713181936, "mask_rcnn/false_negative": 0.0888589635771233, "mask_rcnn/false_positive": 0.11272361685029297, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9896517044398934, "total_loss": 0.7506186654791236}
{"data_time": 0.0162216501776129, "eta_seconds": 187392.29770381935, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24724249109112506, "fast_rcnn/fg_cls_accuracy": 0.7184350132625994, "iteration": 82299, "loss_box_reg": 0.22284286841750145, "loss_cls": 0.18576404731720686, "loss_mask": 0.2388296276330948, "loss_rpn_cls": 0.03326564445160329, "loss_rpn_loc": 0.07637578109279275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985226157029916, "mask_rcnn/false_negative": 0.09369511097536898, "mask_rcnn/false_positive": 0.10786754595505063, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9760996650438756, "total_loss": 0.770602498203516}
{"data_time": 0.0128883495926857, "eta_seconds": 187660.85867911577, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.266576064574582, "fast_rcnn/fg_cls_accuracy": 0.6762885002321621, "iteration": 82319, "loss_box_reg": 0.19745503179728985, "loss_cls": 0.1568330703303218, "loss_mask": 0.23680131696164608, "loss_rpn_cls": 0.03134441445581615, "loss_rpn_loc": 0.08176624029874802, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058301442754457, "mask_rcnn/false_negative": 0.07830181415679205, "mask_rcnn/false_positive": 0.11016918422263519, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.014077058294788, "total_loss": 0.7295147767290473}
{"data_time": 0.01447692047804594, "eta_seconds": 187721.8423274206, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30665384615384617, "fast_rcnn/fg_cls_accuracy": 0.6584257231499224, "iteration": 82339, "loss_box_reg": 0.22774498164653778, "loss_cls": 0.17717794608324766, "loss_mask": 0.25035914592444897, "loss_rpn_cls": 0.0356008411035873, "loss_rpn_loc": 0.07658439897932112, "lr": 0.0001, "mask_rcnn/accuracy": 0.88307060373041, "mask_rcnn/false_negative": 0.09693983202041179, "mask_rcnn/false_positive": 0.1394428039543762, "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": 1.0010330339428037, "total_loss": 0.7590726703638211}
{"data_time": 0.01281007844954729, "eta_seconds": 187752.39944394678, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.28672755538282163, "fast_rcnn/fg_cls_accuracy": 0.6787472470527269, "iteration": 82359, "loss_box_reg": 0.20498002134263515, "loss_cls": 0.17180658783763647, "loss_mask": 0.2489554975181818, "loss_rpn_cls": 0.037234971299767494, "loss_rpn_loc": 0.07881415542215109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859655225726655, "mask_rcnn/false_negative": 0.0988045646111563, "mask_rcnn/false_positive": 0.12009541606595629, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0051351781003177, "total_loss": 0.7637087409384549}
{"data_time": 0.012999461032450199, "eta_seconds": 187618.78720984329, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33017163504968383, "fast_rcnn/fg_cls_accuracy": 0.5976738934056007, "iteration": 82379, "loss_box_reg": 0.22159306146204472, "loss_cls": 0.1838509114459157, "loss_mask": 0.24094456247985363, "loss_rpn_cls": 0.03158455295488238, "loss_rpn_loc": 0.07022072735708207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905116747233961, "mask_rcnn/false_negative": 0.10038407716567106, "mask_rcnn/false_positive": 0.11617067574970324, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9764220442157239, "total_loss": 0.7595093254931271}
{"data_time": 0.016274913446977735, "eta_seconds": 187411.0654875636, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.34529751902737965, "fast_rcnn/fg_cls_accuracy": 0.6213275726630008, "iteration": 82399, "loss_box_reg": 0.23129554046317935, "loss_cls": 0.18398736510425806, "loss_mask": 0.2414792999625206, "loss_rpn_cls": 0.036385293351486325, "loss_rpn_loc": 0.0852499702014029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894335893698139, "mask_rcnn/false_negative": 0.09495613334363628, "mask_rcnn/false_positive": 0.11465791840415807, "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": 0.9911907494533807, "total_loss": 0.7747995564714074}
{"data_time": 0.014253227971494198, "eta_seconds": 187318.38037844747, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3187662560730235, "fast_rcnn/fg_cls_accuracy": 0.6603082281808623, "iteration": 82419, "loss_box_reg": 0.23145343642681837, "loss_cls": 0.19077375624328852, "loss_mask": 0.23996268771588802, "loss_rpn_cls": 0.037887247279286385, "loss_rpn_loc": 0.07902301056310534, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013883799897128, "mask_rcnn/false_negative": 0.08454641665235954, "mask_rcnn/false_positive": 0.10718835950495628, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0104662093799561, "total_loss": 0.772445965470979}
{"data_time": 0.01608088961802423, "eta_seconds": 187371.10577210784, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28573068534037427, "fast_rcnn/fg_cls_accuracy": 0.6782852471850607, "iteration": 82439, "loss_box_reg": 0.22435150714591146, "loss_cls": 0.1912283217534423, "loss_mask": 0.23923759162425995, "loss_rpn_cls": 0.03671211318578571, "loss_rpn_loc": 0.07156709861010313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964816026270912, "mask_rcnn/false_negative": 0.10706796336150542, "mask_rcnn/false_positive": 0.11541663577036107, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0111376082058996, "total_loss": 0.7496237497543916}
{"data_time": 0.016893808031454682, "eta_seconds": 187351.12591437995, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.28007539845470497, "fast_rcnn/fg_cls_accuracy": 0.678198342072985, "iteration": 82459, "loss_box_reg": 0.212275180965662, "loss_cls": 0.19334807246923447, "loss_mask": 0.24410559609532356, "loss_rpn_cls": 0.036347171291708946, "loss_rpn_loc": 0.0815646848641336, "lr": 0.0001, "mask_rcnn/accuracy": 0.892361546729152, "mask_rcnn/false_negative": 0.09138031614091452, "mask_rcnn/false_positive": 0.12646792558816478, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9918619205709547, "total_loss": 0.7823811487760395}
{"data_time": 0.014155278913676739, "eta_seconds": 187075.92515826225, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27221454472437784, "fast_rcnn/fg_cls_accuracy": 0.6739936788120937, "iteration": 82479, "loss_box_reg": 0.20197561662644148, "loss_cls": 0.16483997460454702, "loss_mask": 0.22415728867053986, "loss_rpn_cls": 0.032304283464327455, "loss_rpn_loc": 0.06458974059205502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931269314839805, "mask_rcnn/false_negative": 0.08333114511351349, "mask_rcnn/false_positive": 0.11768656122820395, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9706630231812596, "total_loss": 0.7075556421477813}
{"data_time": 0.020414995728060603, "eta_seconds": 187220.2121594455, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.29423935179167204, "fast_rcnn/fg_cls_accuracy": 0.6665868693518463, "iteration": 82499, "loss_box_reg": 0.2140288269147277, "loss_cls": 0.17372335586696863, "loss_mask": 0.22443519346415997, "loss_rpn_cls": 0.03063985425978899, "loss_rpn_loc": 0.0756016850064043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967572559153196, "mask_rcnn/false_negative": 0.09361496579938086, "mask_rcnn/false_positive": 0.12869546425184492, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0112919746898115, "total_loss": 0.6925259110721527}
{"data_time": 0.01575335464440286, "eta_seconds": 187317.5880476553, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.318429988038739, "fast_rcnn/fg_cls_accuracy": 0.6732126812989346, "iteration": 82519, "loss_box_reg": 0.22375003062188625, "loss_cls": 0.17873910069465637, "loss_mask": 0.24158929102122784, "loss_rpn_cls": 0.029598967405036092, "loss_rpn_loc": 0.05874789191875607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999239686277911, "mask_rcnn/false_negative": 0.09267822947005774, "mask_rcnn/false_positive": 0.10369178048668841, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0286349875386804, "total_loss": 0.7495208559557796}
{"data_time": 0.01933788089081645, "eta_seconds": 187271.2064834684, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3355297157622739, "fast_rcnn/fg_cls_accuracy": 0.6033019268313387, "iteration": 82539, "loss_box_reg": 0.2444285713136196, "loss_cls": 0.20057271979749203, "loss_mask": 0.24882996454834938, "loss_rpn_cls": 0.03301124693825841, "loss_rpn_loc": 0.08471615542657673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818829911371859, "mask_rcnn/false_negative": 0.10116739117018972, "mask_rcnn/false_positive": 0.1173285822242719, "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": 0.9853645646944642, "total_loss": 0.8240386752877384}
{"data_time": 0.026757739949971437, "eta_seconds": 187136.60346535966, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.33365072252716477, "fast_rcnn/fg_cls_accuracy": 0.6179182031511901, "iteration": 82559, "loss_box_reg": 0.20925591234117746, "loss_cls": 0.16981570608913898, "loss_mask": 0.23978226445615292, "loss_rpn_cls": 0.03451390517875552, "loss_rpn_loc": 0.07195042306557298, "lr": 0.0001, "mask_rcnn/accuracy": 0.882648096807511, "mask_rcnn/false_negative": 0.10271022079674637, "mask_rcnn/false_positive": 0.12061160871131013, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9824984269216657, "total_loss": 0.7295867915963754}
{"data_time": 0.018097463296726346, "eta_seconds": 187148.12041227706, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2993864541832669, "fast_rcnn/fg_cls_accuracy": 0.6415651180502666, "iteration": 82579, "loss_box_reg": 0.2243905272334814, "loss_cls": 0.1832449221983552, "loss_mask": 0.23457114398479462, "loss_rpn_cls": 0.03037908807164058, "loss_rpn_loc": 0.06245180731639266, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027476175882551, "mask_rcnn/false_negative": 0.0798221645016205, "mask_rcnn/false_positive": 0.11615600100031186, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 1.0191634809598327, "total_loss": 0.7413615824189037}
{"data_time": 0.01765474770218134, "eta_seconds": 187211.26691028476, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2982923475078236, "fast_rcnn/fg_cls_accuracy": 0.6645833333333333, "iteration": 82599, "loss_box_reg": 0.22604256495833397, "loss_cls": 0.18795560486614704, "loss_mask": 0.24485815688967705, "loss_rpn_cls": 0.03261920786462724, "loss_rpn_loc": 0.0710330840665847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884132014487438, "mask_rcnn/false_negative": 0.101551992273303, "mask_rcnn/false_positive": 0.1310254109341384, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0163211985491216, "total_loss": 0.7712017910089344}
{"data_time": 0.02157848351635039, "eta_seconds": 187118.6593203619, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3008322026232474, "fast_rcnn/fg_cls_accuracy": 0.680701040253279, "iteration": 82619, "loss_box_reg": 0.22078152559697628, "loss_cls": 0.19321675691753626, "loss_mask": 0.23570899292826653, "loss_rpn_cls": 0.03930971643421799, "loss_rpn_loc": 0.07282890216447413, "lr": 0.0001, "mask_rcnn/accuracy": 0.891156576939544, "mask_rcnn/false_negative": 0.08777483158934063, "mask_rcnn/false_positive": 0.11461309305002196, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9862761984113604, "total_loss": 0.797421490540728}
{"data_time": 0.02258589630946517, "eta_seconds": 187097.5943674147, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2832233887701694, "fast_rcnn/fg_cls_accuracy": 0.6822204924176901, "iteration": 82639, "loss_box_reg": 0.21214375644922256, "loss_cls": 0.17351900693029165, "loss_mask": 0.25102128461003304, "loss_rpn_cls": 0.028004173189401627, "loss_rpn_loc": 0.0778189190896228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954668481377226, "mask_rcnn/false_negative": 0.08365740577668246, "mask_rcnn/false_positive": 0.11367315214262728, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9921675054356456, "total_loss": 0.79021508526057}
{"data_time": 0.013198828557506204, "eta_seconds": 187086.11943513155, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3438449063836061, "fast_rcnn/fg_cls_accuracy": 0.6396103896103896, "iteration": 82659, "loss_box_reg": 0.21303546242415905, "loss_cls": 0.19047644175589085, "loss_mask": 0.26302228309214115, "loss_rpn_cls": 0.03383599570952356, "loss_rpn_loc": 0.062070743879303336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909117311026057, "mask_rcnn/false_negative": 0.1047409969452576, "mask_rcnn/false_positive": 0.10747552299423632, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9633093900047243, "total_loss": 0.7890083423117176}
{"data_time": 0.015660647535696626, "eta_seconds": 187057.65038911253, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28071809289521465, "fast_rcnn/fg_cls_accuracy": 0.7043021282151717, "iteration": 82679, "loss_box_reg": 0.2216026559472084, "loss_cls": 0.18242457043379545, "loss_mask": 0.24534852616488934, "loss_rpn_cls": 0.03303684340789914, "loss_rpn_loc": 0.06949066394008696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974623560082744, "mask_rcnn/false_negative": 0.08108369176266589, "mask_rcnn/false_positive": 0.12042982532985946, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9796949382871389, "total_loss": 0.7451422226149589}
{"data_time": 0.01873798598535359, "eta_seconds": 187046.17364257574, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.35004571776897286, "fast_rcnn/fg_cls_accuracy": 0.621914741605144, "iteration": 82699, "loss_box_reg": 0.24683075957000256, "loss_cls": 0.20368560496717691, "loss_mask": 0.2555910777300596, "loss_rpn_cls": 0.03807038289960474, "loss_rpn_loc": 0.06814527185633779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945932795897285, "mask_rcnn/false_negative": 0.08944193612940005, "mask_rcnn/false_positive": 0.1251009683465451, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0202308709267527, "total_loss": 0.8307038289494812}
{"data_time": 0.025672330055385828, "eta_seconds": 186976.86244660988, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3107736013986014, "fast_rcnn/fg_cls_accuracy": 0.6501526251526251, "iteration": 82719, "loss_box_reg": 0.21816914528608322, "loss_cls": 0.1913320766761899, "loss_mask": 0.24359322153031826, "loss_rpn_cls": 0.03345329605508596, "loss_rpn_loc": 0.07505244947969913, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022530026206147, "mask_rcnn/false_negative": 0.09256006868632422, "mask_rcnn/false_positive": 0.10112704981211348, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0022472837008536, "total_loss": 0.7800663341768086}
{"data_time": 0.014818168710917234, "eta_seconds": 186816.5408763662, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3253184560865817, "fast_rcnn/fg_cls_accuracy": 0.6424719854420075, "iteration": 82739, "loss_box_reg": 0.22545843757689, "loss_cls": 0.18804752733558416, "loss_mask": 0.23616835102438927, "loss_rpn_cls": 0.038087880006060004, "loss_rpn_loc": 0.07698847516439855, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040689400306567, "mask_rcnn/false_negative": 0.08024171756945686, "mask_rcnn/false_positive": 0.11810466763257352, "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": 1.0027444446459413, "total_loss": 0.772398263332434}
{"data_time": 0.02154220803640783, "eta_seconds": 186890.89409448206, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.34074808025761705, "fast_rcnn/fg_cls_accuracy": 0.6581155561060192, "iteration": 82759, "loss_box_reg": 0.2313958127051592, "loss_cls": 0.18825937993824482, "loss_mask": 0.25381220132112503, "loss_rpn_cls": 0.03615129296667874, "loss_rpn_loc": 0.08428552839905024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909740789456104, "mask_rcnn/false_negative": 0.10207204852491365, "mask_rcnn/false_positive": 0.12087988547714316, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 0.9752860181033611, "total_loss": 0.7796134959207848}
{"data_time": 0.020068681798875332, "eta_seconds": 186957.79044335708, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.26311531255322773, "fast_rcnn/fg_cls_accuracy": 0.7088626739261948, "iteration": 82779, "loss_box_reg": 0.19736548140645027, "loss_cls": 0.1618743222206831, "loss_mask": 0.24207189679145813, "loss_rpn_cls": 0.03540699847508222, "loss_rpn_loc": 0.06891822384204715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996240715674024, "mask_rcnn/false_negative": 0.08512689469302612, "mask_rcnn/false_positive": 0.11776616325754045, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0356497480534017, "total_loss": 0.7320355670526624}
{"data_time": 0.01251519937068224, "eta_seconds": 186850.96867382526, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2847534566050308, "fast_rcnn/fg_cls_accuracy": 0.710936198567383, "iteration": 82799, "loss_box_reg": 0.20182481035590172, "loss_cls": 0.15646162163466215, "loss_mask": 0.23016030713915825, "loss_rpn_cls": 0.03339997446164489, "loss_rpn_loc": 0.0687977863708511, "lr": 0.0001, "mask_rcnn/accuracy": 0.899496717040974, "mask_rcnn/false_negative": 0.09187177495560522, "mask_rcnn/false_positive": 0.10811353552709141, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.989774061832577, "total_loss": 0.6861313281115144}
{"data_time": 0.015525252325460315, "eta_seconds": 186877.02430989128, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3104738501483679, "fast_rcnn/fg_cls_accuracy": 0.6278076340085434, "iteration": 82819, "loss_box_reg": 0.23883288446813822, "loss_cls": 0.201694305986166, "loss_mask": 0.2437131330370903, "loss_rpn_cls": 0.04786097491160035, "loss_rpn_loc": 0.07763680105563253, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087481766900309, "mask_rcnn/false_negative": 0.08279906451686714, "mask_rcnn/false_positive": 0.1081664301011624, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9802760272286832, "total_loss": 0.8084759552730247}
{"data_time": 0.014407814014703035, "eta_seconds": 186765.41944202036, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.26650524616626314, "fast_rcnn/fg_cls_accuracy": 0.6955868244323633, "iteration": 82839, "loss_box_reg": 0.23229791596531868, "loss_cls": 0.1841438878327608, "loss_mask": 0.2503937054425478, "loss_rpn_cls": 0.03723478317260742, "loss_rpn_loc": 0.07927288860082626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846615522722406, "mask_rcnn/false_negative": 0.10049123366417392, "mask_rcnn/false_positive": 0.11801657248142952, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9942806675098836, "total_loss": 0.7970891672885045}
{"data_time": 0.016623049043118954, "eta_seconds": 186667.5679866504, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31350534225666316, "fast_rcnn/fg_cls_accuracy": 0.6520665820284949, "iteration": 82859, "loss_box_reg": 0.23258180171251297, "loss_cls": 0.2098756991326809, "loss_mask": 0.23676782846450806, "loss_rpn_cls": 0.036990362976212054, "loss_rpn_loc": 0.07160134497098625, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041622222592589, "mask_rcnn/false_negative": 0.08508114462824146, "mask_rcnn/false_positive": 0.11698805901493561, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9869620492681861, "total_loss": 0.7940616949344985}
{"data_time": 0.015028705354779959, "eta_seconds": 186647.61847633868, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.34146831470993416, "fast_rcnn/fg_cls_accuracy": 0.6453769559032717, "iteration": 82879, "loss_box_reg": 0.2256240528076887, "loss_cls": 0.18963747192174196, "loss_mask": 0.24564416520297527, "loss_rpn_cls": 0.03591192560270429, "loss_rpn_loc": 0.08549731783568859, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984686332201393, "mask_rcnn/false_negative": 0.08952602659642148, "mask_rcnn/false_positive": 0.1054400016372592, "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": 1.0070945615880191, "total_loss": 0.7924014198360965}
{"data_time": 0.019867840455845, "eta_seconds": 186447.71695034578, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.33137254901960783, "fast_rcnn/fg_cls_accuracy": 0.6338066260987154, "iteration": 82899, "loss_box_reg": 0.2140362886711955, "loss_cls": 0.1871312540024519, "loss_mask": 0.26004755310714245, "loss_rpn_cls": 0.03686971252318472, "loss_rpn_loc": 0.08232983434572816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858065194415159, "mask_rcnn/false_negative": 0.09569619112576569, "mask_rcnn/false_positive": 0.1176996658505711, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0040386805776507, "total_loss": 0.8172115015331656}
{"data_time": 0.019384108250960708, "eta_seconds": 186555.1843782328, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3175021435891001, "fast_rcnn/fg_cls_accuracy": 0.6655011655011656, "iteration": 82919, "loss_box_reg": 0.21182613261044025, "loss_cls": 0.1868248451501131, "loss_mask": 0.24905864149332047, "loss_rpn_cls": 0.032327453256584704, "loss_rpn_loc": 0.0657644645543769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977823386589151, "mask_rcnn/false_negative": 0.08793902671289211, "mask_rcnn/false_positive": 0.11505748043130087, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0064340783283114, "total_loss": 0.7425338518805802}
{"data_time": 0.019272998906672, "eta_seconds": 186459.2720741732, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3061360410525167, "fast_rcnn/fg_cls_accuracy": 0.6868217054263566, "iteration": 82939, "loss_box_reg": 0.23270016722381115, "loss_cls": 0.177966826595366, "loss_mask": 0.22633245401084423, "loss_rpn_cls": 0.02980539499549195, "loss_rpn_loc": 0.08949808147735894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939375705174506, "mask_rcnn/false_negative": 0.09481325839510665, "mask_rcnn/false_positive": 0.11478566501845139, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.980157358571887, "total_loss": 0.7989622668828815}
{"data_time": 0.013442429481074214, "eta_seconds": 186439.3363025412, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.30166666666666664, "fast_rcnn/fg_cls_accuracy": 0.6657032755298651, "iteration": 82959, "loss_box_reg": 0.21864423714578152, "loss_cls": 0.1775987185537815, "loss_mask": 0.2541748955845833, "loss_rpn_cls": 0.03534435131587088, "loss_rpn_loc": 0.06640817131847143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836553243175018, "mask_rcnn/false_negative": 0.10378454873109796, "mask_rcnn/false_positive": 0.11543543617773104, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0032426239922643, "total_loss": 0.7502772454172373}
{"data_time": 0.012828744016587734, "eta_seconds": 186299.4840484718, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29253393665158367, "fast_rcnn/fg_cls_accuracy": 0.6865363271578588, "iteration": 82979, "loss_box_reg": 0.21844694949686527, "loss_cls": 0.1878722496330738, "loss_mask": 0.25040477328002453, "loss_rpn_cls": 0.03562954789958894, "loss_rpn_loc": 0.07687567104585469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996031307259746, "mask_rcnn/false_negative": 0.09685859977528585, "mask_rcnn/false_positive": 0.10714592293774877, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9994534428697079, "total_loss": 0.7880325791193172}
{"data_time": 0.01575701590627432, "eta_seconds": 186129.43169893697, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29947100313479624, "fast_rcnn/fg_cls_accuracy": 0.6678117433414044, "iteration": 82999, "loss_box_reg": 0.21164717711508274, "loss_cls": 0.18812073208391666, "loss_mask": 0.2543798014521599, "loss_rpn_cls": 0.03890456957742572, "loss_rpn_loc": 0.07959645963273942, "lr": 0.0001, "mask_rcnn/accuracy": 0.894491934739917, "mask_rcnn/false_negative": 0.08668859113422657, "mask_rcnn/false_positive": 0.12122513931766854, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9486812516115606, "total_loss": 0.7826266137417406}
{"data_time": 0.018211456015706062, "eta_seconds": 186092.8642623406, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31277080531899, "fast_rcnn/fg_cls_accuracy": 0.6461895609195976, "iteration": 83019, "loss_box_reg": 0.23515073582530022, "loss_cls": 0.20097550377249718, "loss_mask": 0.246844120323658, "loss_rpn_cls": 0.038799884263426065, "loss_rpn_loc": 0.07650500605814159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963167098989918, "mask_rcnn/false_negative": 0.08294864446190661, "mask_rcnn/false_positive": 0.12129821196271451, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9905623244121671, "total_loss": 0.7962654050206766}
{"data_time": 0.017230410128831863, "eta_seconds": 186239.71520533785, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.332768646674356, "fast_rcnn/fg_cls_accuracy": 0.6365134175217049, "iteration": 83039, "loss_box_reg": 0.20419646659865975, "loss_cls": 0.17461267579346895, "loss_mask": 0.24068560637533665, "loss_rpn_cls": 0.027684753062203526, "loss_rpn_loc": 0.06049178843386471, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870230477612862, "mask_rcnn/false_negative": 0.10845722735890631, "mask_rcnn/false_positive": 0.11613265300879802, "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": 1.0310965341050178, "total_loss": 0.7141398683015723}
{"data_time": 0.023313819896429777, "eta_seconds": 186468.0728835333, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3237436951242294, "fast_rcnn/fg_cls_accuracy": 0.6478691347395609, "iteration": 83059, "loss_box_reg": 0.24187146127223969, "loss_cls": 0.20347938686609268, "loss_mask": 0.25129592418670654, "loss_rpn_cls": 0.038013138342648745, "loss_rpn_loc": 0.08829288999550045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941029368736741, "mask_rcnn/false_negative": 0.1027753496948536, "mask_rcnn/false_positive": 0.11232901880048465, "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": 1.040434687398374, "total_loss": 0.8323102876311168}
{"data_time": 0.024861577665433288, "eta_seconds": 186448.1233732216, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.30892710892710895, "fast_rcnn/fg_cls_accuracy": 0.6489412092504876, "iteration": 83079, "loss_box_reg": 0.21213986352086067, "loss_cls": 0.17045988328754902, "loss_mask": 0.24773003347218037, "loss_rpn_cls": 0.03425007651094347, "loss_rpn_loc": 0.06605642894282937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921423638303436, "mask_rcnn/false_negative": 0.09210398331164801, "mask_rcnn/false_positive": 0.11567360915193808, "roi_head/num_bg_samples": 460.375, "roi_head/num_fg_samples": 51.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0118195789400488, "total_loss": 0.7322569077368826}
{"data_time": 0.01381634664721787, "eta_seconds": 186675.3142022062, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33627136752136755, "fast_rcnn/fg_cls_accuracy": 0.6207837301587302, "iteration": 83099, "loss_box_reg": 0.22017408534884453, "loss_cls": 0.1843449715524912, "loss_mask": 0.23562478180974722, "loss_rpn_cls": 0.033845653058961034, "loss_rpn_loc": 0.05734986823517829, "lr": 0.0001, "mask_rcnn/accuracy": 0.890651250378694, "mask_rcnn/false_negative": 0.09883253614983818, "mask_rcnn/false_positive": 0.11681375542055991, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0306623431388289, "total_loss": 0.7023263987503015}
{"data_time": 0.015657687094062567, "eta_seconds": 186455.45087635517, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.32483606557377054, "fast_rcnn/fg_cls_accuracy": 0.6572407883461868, "iteration": 83119, "loss_box_reg": 0.21120662242174149, "loss_cls": 0.17018730007112026, "loss_mask": 0.24777212738990784, "loss_rpn_cls": 0.03408388188108802, "loss_rpn_loc": 0.08247108431532979, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005527210884354, "mask_rcnn/false_negative": 0.09047566657657433, "mask_rcnn/false_positive": 0.10422649581009738, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9796367413364351, "total_loss": 0.7484248708933592}
{"data_time": 0.014481044141575694, "eta_seconds": 186388.27484228648, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3409787061298299, "fast_rcnn/fg_cls_accuracy": 0.6358514472696855, "iteration": 83139, "loss_box_reg": 0.22390553448349237, "loss_cls": 0.18147062510252, "loss_mask": 0.24544626101851463, "loss_rpn_cls": 0.04056854557711631, "loss_rpn_loc": 0.07544009201228619, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009012500666717, "mask_rcnn/false_negative": 0.09102964417589389, "mask_rcnn/false_positive": 0.09291530915747157, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.953806373057887, "total_loss": 0.7451868382049724}
{"data_time": 0.015282267471775413, "eta_seconds": 186368.32533197477, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2909490802452679, "fast_rcnn/fg_cls_accuracy": 0.6814369342778434, "iteration": 83159, "loss_box_reg": 0.2089412184432149, "loss_cls": 0.18454134464263916, "loss_mask": 0.25160012021660805, "loss_rpn_cls": 0.03376520337769762, "loss_rpn_loc": 0.08323978795669973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975615389983539, "mask_rcnn/false_negative": 0.07706335858266472, "mask_rcnn/false_positive": 0.13451839063471535, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0158160936553031, "total_loss": 0.7483067302964628}
{"data_time": 0.017946767387911677, "eta_seconds": 186539.2507688515, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2688258216307624, "fast_rcnn/fg_cls_accuracy": 0.6858476347902183, "iteration": 83179, "loss_box_reg": 0.22362469229847193, "loss_cls": 0.1802792027592659, "loss_mask": 0.2540056575089693, "loss_rpn_cls": 0.03718087903689593, "loss_rpn_loc": 0.06022770830895752, "lr": 0.0001, "mask_rcnn/accuracy": 0.897001273708522, "mask_rcnn/false_negative": 0.10114931030781979, "mask_rcnn/false_positive": 0.10211370515162352, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0296536379028112, "total_loss": 0.7436407407512888}
{"data_time": 0.012978434097021818, "eta_seconds": 186614.69916496426, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3278209063007763, "fast_rcnn/fg_cls_accuracy": 0.611898073836276, "iteration": 83199, "loss_box_reg": 0.22271869145333767, "loss_cls": 0.17961080884560943, "loss_mask": 0.25780209340155125, "loss_rpn_cls": 0.037629428203217685, "loss_rpn_loc": 0.08666693000122905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933096777338426, "mask_rcnn/false_negative": 0.09915543152294085, "mask_rcnn/false_positive": 0.11709321217434149, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0233801875729114, "total_loss": 0.817286089877598}
{"data_time": 0.02076288592070341, "eta_seconds": 186554.3689986784, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3445347975164489, "fast_rcnn/fg_cls_accuracy": 0.6305521369433877, "iteration": 83219, "loss_box_reg": 0.22523279674351215, "loss_cls": 0.1797346519306302, "loss_mask": 0.25345186330378056, "loss_rpn_cls": 0.035072753962595016, "loss_rpn_loc": 0.07783763110637665, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042424352074808, "mask_rcnn/false_negative": 0.09308473950146776, "mask_rcnn/false_positive": 0.12025663661654146, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0262708701193333, "total_loss": 0.7724672381300479}
{"data_time": 0.01464536297135055, "eta_seconds": 186348.9985519927, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30223214285714284, "fast_rcnn/fg_cls_accuracy": 0.6221335807050092, "iteration": 83239, "loss_box_reg": 0.22025533765554428, "loss_cls": 0.18316515069454908, "loss_mask": 0.2498026955872774, "loss_rpn_cls": 0.04276998178102076, "loss_rpn_loc": 0.08102824445813894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895859627584167, "mask_rcnn/false_negative": 0.09955270558580652, "mask_rcnn/false_positive": 0.10485063693209112, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9717545055318624, "total_loss": 0.789429436554201}
{"data_time": 0.024367930367588997, "eta_seconds": 186476.4874621015, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.28965599262628966, "fast_rcnn/fg_cls_accuracy": 0.6649091890970071, "iteration": 83259, "loss_box_reg": 0.21733134984970093, "loss_cls": 0.17860039044171572, "loss_mask": 0.2555146161466837, "loss_rpn_cls": 0.037556839306489564, "loss_rpn_loc": 0.09080602903850377, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017087412452581, "mask_rcnn/false_negative": 0.08599079305699239, "mask_rcnn/false_positive": 0.09964174481452298, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.013954034075141, "total_loss": 0.77288005547598}
{"data_time": 0.0156692482996732, "eta_seconds": 186551.05615306646, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32171202298889895, "fast_rcnn/fg_cls_accuracy": 0.6513914999845902, "iteration": 83279, "loss_box_reg": 0.25081962533295155, "loss_cls": 0.20363825093954802, "loss_mask": 0.24995782412588596, "loss_rpn_cls": 0.037094269413501024, "loss_rpn_loc": 0.08451882150257006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936613212886794, "mask_rcnn/false_negative": 0.10769745029461822, "mask_rcnn/false_positive": 0.10642326527388804, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 205.625, "rpn/num_pos_anchors": 50.375, "time": 1.029455478535965, "total_loss": 0.8199570926371962}
{"data_time": 0.015740134986117482, "eta_seconds": 186486.23048020527, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.29327669902912623, "fast_rcnn/fg_cls_accuracy": 0.7042233009708738, "iteration": 83299, "loss_box_reg": 0.21969530917704105, "loss_cls": 0.18758537713438272, "loss_mask": 0.2330019846558571, "loss_rpn_cls": 0.03890918008983135, "loss_rpn_loc": 0.06903103878721595, "lr": 0.0001, "mask_rcnn/accuracy": 0.904206439861909, "mask_rcnn/false_negative": 0.0931138015322157, "mask_rcnn/false_positive": 0.11265561200714114, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9745209717657417, "total_loss": 0.7542871998157352}
{"data_time": 0.016160996397957206, "eta_seconds": 186511.09234497882, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3113260838864567, "fast_rcnn/fg_cls_accuracy": 0.6269785022442712, "iteration": 83319, "loss_box_reg": 0.22398695070296526, "loss_cls": 0.1807319661602378, "loss_mask": 0.237010701559484, "loss_rpn_cls": 0.032721999916248024, "loss_rpn_loc": 0.0798201928846538, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928111418913767, "mask_rcnn/false_negative": 0.08125399031932753, "mask_rcnn/false_positive": 0.12854512168284143, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0089247927535325, "total_loss": 0.7441007111920044}
{"data_time": 0.01609758730046451, "eta_seconds": 186396.60035169683, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3449253517082974, "fast_rcnn/fg_cls_accuracy": 0.6140898650588573, "iteration": 83339, "loss_box_reg": 0.22210389748215675, "loss_cls": 0.17972529120743275, "loss_mask": 0.24263825826346874, "loss_rpn_cls": 0.03377509047277272, "loss_rpn_loc": 0.07170683261938393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8728060817088322, "mask_rcnn/false_negative": 0.0985708902619132, "mask_rcnn/false_positive": 0.1256839379500811, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.981867955531925, "total_loss": 0.7494052287656814}
{"data_time": 0.017576870741322637, "eta_seconds": 186337.8983716108, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2958726799088245, "fast_rcnn/fg_cls_accuracy": 0.6651835304744815, "iteration": 83359, "loss_box_reg": 0.19680052250623703, "loss_cls": 0.1619929727166891, "loss_mask": 0.2331700325012207, "loss_rpn_cls": 0.03146405960433185, "loss_rpn_loc": 0.060531817958690226, "lr": 0.0001, "mask_rcnn/accuracy": 0.9143307570152859, "mask_rcnn/false_negative": 0.07849406621398879, "mask_rcnn/false_positive": 0.08590503058914342, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 235.375, "rpn/num_pos_anchors": 20.625, "time": 1.0181802522856742, "total_loss": 0.684329571085982}
{"data_time": 0.016635849606245756, "eta_seconds": 186471.63992431946, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2985986881335718, "fast_rcnn/fg_cls_accuracy": 0.6550611641349644, "iteration": 83379, "loss_box_reg": 0.2185569889843464, "loss_cls": 0.19085606187582016, "loss_mask": 0.24218785017728806, "loss_rpn_cls": 0.04191659251227975, "loss_rpn_loc": 0.08681761147454381, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101113846701472, "mask_rcnn/false_negative": 0.08369575424025016, "mask_rcnn/false_positive": 0.12639665593617935, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0134243667125702, "total_loss": 0.7909110235050321}
{"data_time": 0.023032263619825244, "eta_seconds": 186733.24710004963, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2881228834059023, "fast_rcnn/fg_cls_accuracy": 0.6757315557564116, "iteration": 83399, "loss_box_reg": 0.21453214809298515, "loss_cls": 0.18709665164351463, "loss_mask": 0.23666318878531456, "loss_rpn_cls": 0.034010376199148595, "loss_rpn_loc": 0.07359406165778637, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019479167058673, "mask_rcnn/false_negative": 0.08507254994232374, "mask_rcnn/false_positive": 0.09929783585124034, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.002930028596893, "total_loss": 0.7591192733962089}
{"data_time": 0.023478859569877386, "eta_seconds": 186600.93686813023, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3165323605673903, "fast_rcnn/fg_cls_accuracy": 0.6775382581727591, "iteration": 83419, "loss_box_reg": 0.23182131722569466, "loss_cls": 0.1873656939715147, "loss_mask": 0.24200085178017616, "loss_rpn_cls": 0.03591192711610347, "loss_rpn_loc": 0.07778491033241153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978119911668678, "mask_rcnn/false_negative": 0.08635753256113438, "mask_rcnn/false_positive": 0.12118756994916033, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0089677751529962, "total_loss": 0.766199809499085}
{"data_time": 0.019086647778749466, "eta_seconds": 186391.20092071593, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2554967554967555, "fast_rcnn/fg_cls_accuracy": 0.6580103234907506, "iteration": 83439, "loss_box_reg": 0.20958686247467995, "loss_cls": 0.17728048376739025, "loss_mask": 0.23573661036789417, "loss_rpn_cls": 0.035188200417906046, "loss_rpn_loc": 0.07269520248519257, "lr": 0.0001, "mask_rcnn/accuracy": 0.905007767855264, "mask_rcnn/false_negative": 0.08606489582400068, "mask_rcnn/false_positive": 0.11545966372266883, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9681531945243478, "total_loss": 0.7394101264653727}
{"data_time": 0.01460939715616405, "eta_seconds": 186259.67154705897, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3383794628607907, "fast_rcnn/fg_cls_accuracy": 0.6574711595458483, "iteration": 83459, "loss_box_reg": 0.21631465759128332, "loss_cls": 0.19025020580738783, "loss_mask": 0.2595575377345085, "loss_rpn_cls": 0.03801746480166912, "loss_rpn_loc": 0.07533585443161428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924450209129045, "mask_rcnn/false_negative": 0.09853292889716625, "mask_rcnn/false_positive": 0.128434021177759, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9650535953696817, "total_loss": 0.7617307724431157}
{"data_time": 0.016833896981552243, "eta_seconds": 186256.79790848866, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2969010156510157, "fast_rcnn/fg_cls_accuracy": 0.6784305278432795, "iteration": 83479, "loss_box_reg": 0.1952070388942957, "loss_cls": 0.17157363798469305, "loss_mask": 0.24930021166801453, "loss_rpn_cls": 0.03379633231088519, "loss_rpn_loc": 0.06921087927184999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997638303041582, "mask_rcnn/false_negative": 0.07924375892136251, "mask_rcnn/false_positive": 0.1265731048094469, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.9464527007658035, "total_loss": 0.7270346321747638}
{"data_time": 0.01896014390513301, "eta_seconds": 185914.58311513998, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2851612614494137, "fast_rcnn/fg_cls_accuracy": 0.6286861639557052, "iteration": 83499, "loss_box_reg": 0.21664129756391048, "loss_cls": 0.19421998970210552, "loss_mask": 0.2617142181843519, "loss_rpn_cls": 0.0368815966648981, "loss_rpn_loc": 0.07263737451285124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943036900868293, "mask_rcnn/false_negative": 0.08989330066046505, "mask_rcnn/false_positive": 0.12415076729492912, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9738301686011255, "total_loss": 0.7865592350717634}
{"data_time": 0.01476602884940803, "eta_seconds": 185803.3069041744, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32007582996353745, "fast_rcnn/fg_cls_accuracy": 0.6578571824429174, "iteration": 83519, "loss_box_reg": 0.22190046682953835, "loss_cls": 0.17945009749382734, "loss_mask": 0.248291227966547, "loss_rpn_cls": 0.03224782203324139, "loss_rpn_loc": 0.06870013289153576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918736307563371, "mask_rcnn/false_negative": 0.10065036621967866, "mask_rcnn/false_positive": 0.11305045570190261, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9954281200189143, "total_loss": 0.7708163139177486}
{"data_time": 0.0133658682461828, "eta_seconds": 185783.3794795815, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2703041095128127, "fast_rcnn/fg_cls_accuracy": 0.7056556178980622, "iteration": 83539, "loss_box_reg": 0.20420222729444504, "loss_cls": 0.17083283979445696, "loss_mask": 0.23385131917893887, "loss_rpn_cls": 0.029140567930880934, "loss_rpn_loc": 0.056359793758019805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961031927836127, "mask_rcnn/false_negative": 0.09037526726771315, "mask_rcnn/false_positive": 0.11361516644276612, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9774663534481078, "total_loss": 0.6993147743633017}
{"data_time": 0.016356638865545392, "eta_seconds": 185854.77145301178, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3637794882047181, "fast_rcnn/fg_cls_accuracy": 0.6075061241878794, "iteration": 83559, "loss_box_reg": 0.22051387652754784, "loss_cls": 0.1883415412157774, "loss_mask": 0.25469544157385826, "loss_rpn_cls": 0.03379031433723867, "loss_rpn_loc": 0.06199069833382964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841162295880285, "mask_rcnn/false_negative": 0.09583639176851719, "mask_rcnn/false_positive": 0.1353536642904885, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0255579547956586, "total_loss": 0.7803227787371725}
{"data_time": 0.023720233468338847, "eta_seconds": 185776.56032891013, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3490244806612387, "fast_rcnn/fg_cls_accuracy": 0.6296552436003303, "iteration": 83579, "loss_box_reg": 0.23193408269435167, "loss_cls": 0.1844251984730363, "loss_mask": 0.24251463636755943, "loss_rpn_cls": 0.03736722643952817, "loss_rpn_loc": 0.0885857071261853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830595035633301, "mask_rcnn/false_negative": 0.09750660728457236, "mask_rcnn/false_positive": 0.11879939816835344, "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": 0.9816205569077283, "total_loss": 0.8222664042841643}
{"data_time": 0.018731043906882405, "eta_seconds": 185708.5240362212, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.33712378140419474, "fast_rcnn/fg_cls_accuracy": 0.6412241152296214, "iteration": 83599, "loss_box_reg": 0.22416748013347387, "loss_cls": 0.1790038300678134, "loss_mask": 0.2522441353648901, "loss_rpn_cls": 0.035785889107501134, "loss_rpn_loc": 0.08366827643476427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901504681036068, "mask_rcnn/false_negative": 0.09601984274467484, "mask_rcnn/false_positive": 0.12363501244427261, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0087519630324095, "total_loss": 0.8066183198825456}
{"data_time": 0.016012050909921527, "eta_seconds": 185688.59822892118, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3102292387543253, "fast_rcnn/fg_cls_accuracy": 0.6525764106583072, "iteration": 83619, "loss_box_reg": 0.22157585341483355, "loss_cls": 0.1882922099903226, "loss_mask": 0.23476174660027027, "loss_rpn_cls": 0.03354422515258193, "loss_rpn_loc": 0.08341343095526099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875148054767564, "mask_rcnn/false_negative": 0.10324472850771757, "mask_rcnn/false_positive": 0.11663746039689211, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9749234791379422, "total_loss": 0.7738070753403008}
{"data_time": 0.022271896712481976, "eta_seconds": 185694.75199914537, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.283202417602318, "fast_rcnn/fg_cls_accuracy": 0.693082788671024, "iteration": 83639, "loss_box_reg": 0.22616813704371452, "loss_cls": 0.17905148398131132, "loss_mask": 0.24219331704080105, "loss_rpn_cls": 0.03437599819153547, "loss_rpn_loc": 0.07174158468842506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883677412705719, "mask_rcnn/false_negative": 0.08771697042540402, "mask_rcnn/false_positive": 0.13145376045284668, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9946212775539607, "total_loss": 0.7675829078070819}
{"data_time": 0.019583757501095533, "eta_seconds": 185725.88063808158, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.3431712962962963, "fast_rcnn/fg_cls_accuracy": 0.6356064690026955, "iteration": 83659, "loss_box_reg": 0.2151996437460184, "loss_cls": 0.17159769125282764, "loss_mask": 0.25597709603607655, "loss_rpn_cls": 0.041523362742736936, "loss_rpn_loc": 0.0875945525476709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928008118041224, "mask_rcnn/false_negative": 0.09312831748703854, "mask_rcnn/false_positive": 0.10319508333152808, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9882868644781411, "total_loss": 0.772434021695517}
{"data_time": 0.013535455102100968, "eta_seconds": 185786.98057839647, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3194267736935853, "fast_rcnn/fg_cls_accuracy": 0.6618876327509421, "iteration": 83679, "loss_box_reg": 0.21721530985087156, "loss_cls": 0.17398601956665516, "loss_mask": 0.2393116857856512, "loss_rpn_cls": 0.032301328028552234, "loss_rpn_loc": 0.07069512864109129, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844861850203081, "mask_rcnn/false_negative": 0.08720162144510764, "mask_rcnn/false_positive": 0.14353728450983744, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 0.9725338243879378, "total_loss": 0.7315482163103297}
{"data_time": 0.01500027789734304, "eta_seconds": 185558.23667272925, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3381106810335809, "fast_rcnn/fg_cls_accuracy": 0.6495232040686587, "iteration": 83699, "loss_box_reg": 0.2108189184218645, "loss_cls": 0.16955377906560898, "loss_mask": 0.2381752636283636, "loss_rpn_cls": 0.038500604568980634, "loss_rpn_loc": 0.06984680367168039, "lr": 0.0001, "mask_rcnn/accuracy": 0.899713263281503, "mask_rcnn/false_negative": 0.07915481041896938, "mask_rcnn/false_positive": 0.11002375786326535, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9857175180222839, "total_loss": 0.7530721919611096}
{"data_time": 0.014444047817960382, "eta_seconds": 185604.0326582454, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.41214505335503704, "fast_rcnn/fg_cls_accuracy": 0.5717353951890034, "iteration": 83719, "loss_box_reg": 0.23033613339066505, "loss_cls": 0.1840626522898674, "loss_mask": 0.24536077678203583, "loss_rpn_cls": 0.0359668186865747, "loss_rpn_loc": 0.06514136120676994, "lr": 0.0001, "mask_rcnn/accuracy": 0.887303459772406, "mask_rcnn/false_negative": 0.10408121414957601, "mask_rcnn/false_positive": 0.12768220934421903, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.014743618434295, "total_loss": 0.7699579212348908}
{"data_time": 0.014296893728896976, "eta_seconds": 185518.39593484998, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32587606837606836, "fast_rcnn/fg_cls_accuracy": 0.6449278846153846, "iteration": 83739, "loss_box_reg": 0.20966021809726954, "loss_cls": 0.18244449235498905, "loss_mask": 0.24266262724995613, "loss_rpn_cls": 0.034577866084873676, "loss_rpn_loc": 0.08941441669594496, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085366888707824, "mask_rcnn/false_negative": 0.08468095924199451, "mask_rcnn/false_positive": 0.11742822806994915, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9857755859848112, "total_loss": 0.7700015311711468}
{"data_time": 0.01870110584422946, "eta_seconds": 185498.47556591034, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3171045117075957, "fast_rcnn/fg_cls_accuracy": 0.6541404911479155, "iteration": 83759, "loss_box_reg": 0.19831478781998158, "loss_cls": 0.16219019144773483, "loss_mask": 0.24678323604166508, "loss_rpn_cls": 0.03463464113883674, "loss_rpn_loc": 0.08137597143650055, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014276341559482, "mask_rcnn/false_negative": 0.08925539607508559, "mask_rcnn/false_positive": 0.1156701253921246, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.980430188588798, "total_loss": 0.6881002965383232}
{"data_time": 0.013201262569054961, "eta_seconds": 185430.11603615247, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3049706457925636, "fast_rcnn/fg_cls_accuracy": 0.6757757897679619, "iteration": 83779, "loss_box_reg": 0.21420394629240036, "loss_cls": 0.17930954974144697, "loss_mask": 0.23401621542870998, "loss_rpn_cls": 0.031454984622541815, "loss_rpn_loc": 0.07657362741883844, "lr": 0.0001, "mask_rcnn/accuracy": 0.9128354074341527, "mask_rcnn/false_negative": 0.08206338336734952, "mask_rcnn/false_positive": 0.1034138651325279, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 1.019533958984539, "total_loss": 0.7256031002034433}
{"data_time": 0.01682593021541834, "eta_seconds": 185308.85284682736, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3181705400711273, "fast_rcnn/fg_cls_accuracy": 0.6508533116619261, "iteration": 83799, "loss_box_reg": 0.21501542627811432, "loss_cls": 0.17828004993498325, "loss_mask": 0.2438570000231266, "loss_rpn_cls": 0.03714645467698574, "loss_rpn_loc": 0.07188656274229288, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043080159082266, "mask_rcnn/false_negative": 0.0936997019165337, "mask_rcnn/false_positive": 0.09852489866482247, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 235.625, "rpn/num_pos_anchors": 20.375, "time": 0.9593960565980524, "total_loss": 0.7468388176057488}
{"data_time": 0.013977241003885865, "eta_seconds": 185288.94856617786, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.25369198312236285, "fast_rcnn/fg_cls_accuracy": 0.710458409228901, "iteration": 83819, "loss_box_reg": 0.1979462020099163, "loss_cls": 0.16578589007258415, "loss_mask": 0.23853578977286816, "loss_rpn_cls": 0.0301821434404701, "loss_rpn_loc": 0.06437148642726243, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086184233974333, "mask_rcnn/false_negative": 0.07954791152708171, "mask_rcnn/false_positive": 0.10696212667446317, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9737439281307161, "total_loss": 0.7127502420917153}
{"data_time": 0.02118506352417171, "eta_seconds": 185308.04989198223, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3089752029844196, "fast_rcnn/fg_cls_accuracy": 0.6688596491228069, "iteration": 83839, "loss_box_reg": 0.22372487373650074, "loss_cls": 0.1709489356726408, "loss_mask": 0.24580741114914417, "loss_rpn_cls": 0.03525277297012508, "loss_rpn_loc": 0.07457275548949838, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052442710370731, "mask_rcnn/false_negative": 0.0832196586232796, "mask_rcnn/false_positive": 0.10955306271201504, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0002445590216666, "total_loss": 0.7716046320274472}
{"data_time": 0.015780108980834484, "eta_seconds": 185361.23185274657, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3110477671244709, "fast_rcnn/fg_cls_accuracy": 0.669902291794557, "iteration": 83859, "loss_box_reg": 0.22815463691949844, "loss_cls": 0.18965166434645653, "loss_mask": 0.24684237129986286, "loss_rpn_cls": 0.04030880215577781, "loss_rpn_loc": 0.07902151928283274, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081327706521205, "mask_rcnn/false_negative": 0.08873689233757694, "mask_rcnn/false_positive": 0.10502199638680468, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9931890859734267, "total_loss": 0.7877452622633427}
{"data_time": 0.01518355030566454, "eta_seconds": 185229.23572422937, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2830941325453778, "fast_rcnn/fg_cls_accuracy": 0.685700656602503, "iteration": 83879, "loss_box_reg": 0.20140863955020905, "loss_cls": 0.1671655159443617, "loss_mask": 0.24349977262318134, "loss_rpn_cls": 0.03255203948356211, "loss_rpn_loc": 0.06144583295099437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895180978447403, "mask_rcnn/false_negative": 0.09962490671666885, "mask_rcnn/false_positive": 0.10769382992362242, "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": 0.9749030219390988, "total_loss": 0.7105295659275725}
{"data_time": 0.015950598055496812, "eta_seconds": 185154.7063663602, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.321647147188917, "fast_rcnn/fg_cls_accuracy": 0.6319425613213361, "iteration": 83899, "loss_box_reg": 0.20995954424142838, "loss_cls": 0.1731474380940199, "loss_mask": 0.23316432163119316, "loss_rpn_cls": 0.03116732626222074, "loss_rpn_loc": 0.07736335904337466, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065554148395893, "mask_rcnn/false_negative": 0.08104110579085042, "mask_rcnn/false_positive": 0.10766763620462154, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9700207409914583, "total_loss": 0.7403200950939208}
{"data_time": 0.021336490288376808, "eta_seconds": 185196.27040993422, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.34606967608639505, "fast_rcnn/fg_cls_accuracy": 0.6106435463977363, "iteration": 83919, "loss_box_reg": 0.2141354652121663, "loss_cls": 0.17896571289747953, "loss_mask": 0.25517119467258453, "loss_rpn_cls": 0.03389067586977035, "loss_rpn_loc": 0.0849348739720881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909976641258913, "mask_rcnn/false_negative": 0.09458098506153786, "mask_rcnn/false_positive": 0.12261321910928999, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.028011353686452, "total_loss": 0.7864606112707406}
{"data_time": 0.01432657241821289, "eta_seconds": 184987.2552556498, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6127491094637527, "iteration": 83939, "loss_box_reg": 0.20241882093250751, "loss_cls": 0.16651903558522463, "loss_mask": 0.24501926265656948, "loss_rpn_cls": 0.028246071917237714, "loss_rpn_loc": 0.06607852783054113, "lr": 0.0001, "mask_rcnn/accuracy": 0.902449263548063, "mask_rcnn/false_negative": 0.08159555324431159, "mask_rcnn/false_positive": 0.11516860652079364, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9734156329650432, "total_loss": 0.7111174905439839}
{"data_time": 0.015225801849737763, "eta_seconds": 185024.3085104134, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2944766609392898, "fast_rcnn/fg_cls_accuracy": 0.6585765568909006, "iteration": 83959, "loss_box_reg": 0.21678101643919945, "loss_cls": 0.1908652177080512, "loss_mask": 0.2471997383981943, "loss_rpn_cls": 0.03203405492240563, "loss_rpn_loc": 0.0683888114290312, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906289986925002, "mask_rcnn/false_negative": 0.09120580140422738, "mask_rcnn/false_positive": 0.12186419286191574, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0106753918807954, "total_loss": 0.7727873562835157}
{"data_time": 0.015297563513740897, "eta_seconds": 184934.29239129648, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3293233082706767, "fast_rcnn/fg_cls_accuracy": 0.6262094479225954, "iteration": 83979, "loss_box_reg": 0.2277542445808649, "loss_cls": 0.1883621932938695, "loss_mask": 0.24349346198141575, "loss_rpn_cls": 0.03883145353756845, "loss_rpn_loc": 0.07929937867447734, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959966487455737, "mask_rcnn/false_negative": 0.09796320356973401, "mask_rcnn/false_positive": 0.1105186102959148, "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": 0.9710435043089092, "total_loss": 0.82025296241045}
{"data_time": 0.015579170314595103, "eta_seconds": 184914.40912149847, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.29040830449826993, "fast_rcnn/fg_cls_accuracy": 0.6952110726643599, "iteration": 83999, "loss_box_reg": 0.21479785814881325, "loss_cls": 0.17380005586892366, "loss_mask": 0.23973391391336918, "loss_rpn_cls": 0.030786097631789744, "loss_rpn_loc": 0.07938766409642994, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093217596773222, "mask_rcnn/false_negative": 0.08446325434528297, "mask_rcnn/false_positive": 0.10205264500550157, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9777699045371264, "total_loss": 0.7704406819248106}
{"data_time": 0.01600212138146162, "eta_seconds": 184907.71650244948, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3344400626341124, "fast_rcnn/fg_cls_accuracy": 0.6456054800882387, "iteration": 84019, "loss_box_reg": 0.21769465878605843, "loss_cls": 0.1761494716629386, "loss_mask": 0.24583745375275612, "loss_rpn_cls": 0.03577428660355508, "loss_rpn_loc": 0.07770789181813598, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020797902494331, "mask_rcnn/false_negative": 0.09485101067937715, "mask_rcnn/false_positive": 0.10905723172627987, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.9679910615086555, "total_loss": 0.7652322011999786}
{"data_time": 0.02126219659112394, "eta_seconds": 184887.8318141494, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3106452726017943, "fast_rcnn/fg_cls_accuracy": 0.6702731092436974, "iteration": 84039, "loss_box_reg": 0.22677944786846638, "loss_cls": 0.1876199608668685, "loss_mask": 0.232818940654397, "loss_rpn_cls": 0.0350126966368407, "loss_rpn_loc": 0.07520363852381706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994599128776711, "mask_rcnn/false_negative": 0.09490031175150954, "mask_rcnn/false_positive": 0.10605078740847942, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0125219216570258, "total_loss": 0.7393046061624773}
{"data_time": 0.017237645341083407, "eta_seconds": 184753.91317348927, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3033851394507132, "fast_rcnn/fg_cls_accuracy": 0.6547370662124761, "iteration": 84059, "loss_box_reg": 0.21016068197786808, "loss_cls": 0.16681801062077284, "loss_mask": 0.24076104909181595, "loss_rpn_cls": 0.03208909509703517, "loss_rpn_loc": 0.05789907043799758, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022583501164554, "mask_rcnn/false_negative": 0.07731803626243725, "mask_rcnn/false_positive": 0.12570092990823037, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0070696352049708, "total_loss": 0.6878636593464762}
{"data_time": 0.01601888262666762, "eta_seconds": 184669.2044340074, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.339633948159584, "fast_rcnn/fg_cls_accuracy": 0.6170261890626031, "iteration": 84079, "loss_box_reg": 0.21610649675130844, "loss_cls": 0.19212096091359854, "loss_mask": 0.2429609950631857, "loss_rpn_cls": 0.03598251540097408, "loss_rpn_loc": 0.07274083979427814, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001945221538866, "mask_rcnn/false_negative": 0.08850549121560203, "mask_rcnn/false_positive": 0.12805844659428528, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9940638050902635, "total_loss": 0.8000843580812216}
{"data_time": 0.01317768869921565, "eta_seconds": 184456.96079980116, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30954345434543457, "fast_rcnn/fg_cls_accuracy": 0.6516622340425532, "iteration": 84099, "loss_box_reg": 0.19768117554485798, "loss_cls": 0.1597381792962551, "loss_mask": 0.24410727061331272, "loss_rpn_cls": 0.03267965349368751, "loss_rpn_loc": 0.07083360629621893, "lr": 0.0001, "mask_rcnn/accuracy": 0.892297940348778, "mask_rcnn/false_negative": 0.1085813791168185, "mask_rcnn/false_positive": 0.11558514586821395, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9874134433921427, "total_loss": 0.6948836040683091}
{"data_time": 0.01848528627306223, "eta_seconds": 184437.11604877375, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3765271105010295, "fast_rcnn/fg_cls_accuracy": 0.5723617043442025, "iteration": 84119, "loss_box_reg": 0.23189649544656277, "loss_cls": 0.199180006980896, "loss_mask": 0.23719656839966774, "loss_rpn_cls": 0.032344851177185774, "loss_rpn_loc": 0.07036937726661563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849583411346189, "mask_rcnn/false_negative": 0.10320974505765652, "mask_rcnn/false_positive": 0.11905986940832022, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9720935120712966, "total_loss": 0.7830271827988327}
{"data_time": 0.013690204126760364, "eta_seconds": 184621.99165318627, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3092060914327736, "fast_rcnn/fg_cls_accuracy": 0.6583195995849356, "iteration": 84139, "loss_box_reg": 0.21538620255887508, "loss_cls": 0.17337815091013908, "loss_mask": 0.23161561787128448, "loss_rpn_cls": 0.035881257499568164, "loss_rpn_loc": 0.0785598757211119, "lr": 0.0001, "mask_rcnn/accuracy": 0.9134715446641105, "mask_rcnn/false_negative": 0.0756103194412941, "mask_rcnn/false_positive": 0.10870971234247233, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0091886043082923, "total_loss": 0.7482731594936922}
{"data_time": 0.016843523364514112, "eta_seconds": 184565.69272931665, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.33023321289474916, "fast_rcnn/fg_cls_accuracy": 0.6409776408104386, "iteration": 84159, "loss_box_reg": 0.23922654893249273, "loss_cls": 0.19037293177098036, "loss_mask": 0.24459780380129814, "loss_rpn_cls": 0.03790011932142079, "loss_rpn_loc": 0.07272353023290634, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008469983883001, "mask_rcnn/false_negative": 0.09596373126616545, "mask_rcnn/false_positive": 0.1263585646518296, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0054179534781724, "total_loss": 0.7836532916990109}
{"data_time": 0.017455999506637454, "eta_seconds": 184495.00583058223, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.33550005066369437, "fast_rcnn/fg_cls_accuracy": 0.652531186060326, "iteration": 84179, "loss_box_reg": 0.2320917807519436, "loss_cls": 0.19579709134995937, "loss_mask": 0.23913970962166786, "loss_rpn_cls": 0.03788866975810379, "loss_rpn_loc": 0.07355077646207064, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059536774191714, "mask_rcnn/false_negative": 0.09089297831448272, "mask_rcnn/false_positive": 0.10477475498138551, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.030444054165855, "total_loss": 0.8272663615643978}
{"data_time": 0.015439494047313929, "eta_seconds": 184357.7370446641, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.31828568526887724, "fast_rcnn/fg_cls_accuracy": 0.6613825772466388, "iteration": 84199, "loss_box_reg": 0.22459627501666546, "loss_cls": 0.1792222587391734, "loss_mask": 0.2553872521966696, "loss_rpn_cls": 0.04300964827416465, "loss_rpn_loc": 0.08384661399759352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833906253216368, "mask_rcnn/false_negative": 0.09946312984155542, "mask_rcnn/false_positive": 0.1209596224615265, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9916687794029713, "total_loss": 0.7826261540758424}
{"data_time": 0.015052049653604627, "eta_seconds": 184096.56976246275, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32193861501819976, "fast_rcnn/fg_cls_accuracy": 0.6568597492472925, "iteration": 84219, "loss_box_reg": 0.22082452848553658, "loss_cls": 0.18778039142489433, "loss_mask": 0.2477948945015669, "loss_rpn_cls": 0.04268450033850968, "loss_rpn_loc": 0.07312249974347651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899375029984247, "mask_rcnn/false_negative": 0.08934502104786571, "mask_rcnn/false_positive": 0.1252977448188823, "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": 0.9646642447914928, "total_loss": 0.7736393429804593}
{"data_time": 0.01985840150155127, "eta_seconds": 184318.04754260927, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.35751194640693235, "fast_rcnn/fg_cls_accuracy": 0.6373913743160604, "iteration": 84239, "loss_box_reg": 0.21330475341528654, "loss_cls": 0.18770059011876583, "loss_mask": 0.24767673015594482, "loss_rpn_cls": 0.0319667513249442, "loss_rpn_loc": 0.06293417466804385, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832031307146515, "mask_rcnn/false_negative": 0.09527189140500944, "mask_rcnn/false_positive": 0.13177720528114956, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0171239848714322, "total_loss": 0.7423881515860558}
{"data_time": 0.01563604106195271, "eta_seconds": 184293.43756208196, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2910021265284423, "fast_rcnn/fg_cls_accuracy": 0.6305434728263587, "iteration": 84259, "loss_box_reg": 0.22372755780816078, "loss_cls": 0.1786826327443123, "loss_mask": 0.24146846123039722, "loss_rpn_cls": 0.03385279094800353, "loss_rpn_loc": 0.0641264186706394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983384353741497, "mask_rcnn/false_negative": 0.08515372579247973, "mask_rcnn/false_positive": 0.11910848231638474, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9973051934503019, "total_loss": 0.7404354704776779}
{"data_time": 0.019110178807750344, "eta_seconds": 184143.2704673987, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.319376026272578, "fast_rcnn/fg_cls_accuracy": 0.6441867124856815, "iteration": 84279, "loss_box_reg": 0.21304868906736374, "loss_cls": 0.187194699421525, "loss_mask": 0.243326922878623, "loss_rpn_cls": 0.037936348002403975, "loss_rpn_loc": 0.06890867633046582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846871245494594, "mask_rcnn/false_negative": 0.11258170010193425, "mask_rcnn/false_positive": 0.1161017280242936, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9909836689475924, "total_loss": 0.7595187984406948}
{"data_time": 0.018688603537157178, "eta_seconds": 184258.51328952704, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.31615897191813425, "fast_rcnn/fg_cls_accuracy": 0.6536792062835883, "iteration": 84299, "loss_box_reg": 0.22319853119552135, "loss_cls": 0.17620728816837072, "loss_mask": 0.23913554474711418, "loss_rpn_cls": 0.03257819142891094, "loss_rpn_loc": 0.06803222489543259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937032896348933, "mask_rcnn/false_negative": 0.09323531913095778, "mask_rcnn/false_positive": 0.12588535465035128, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.007647834951058, "total_loss": 0.7430536179454066}
{"data_time": 0.014475831761956215, "eta_seconds": 184238.66853849962, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.32260019164646864, "fast_rcnn/fg_cls_accuracy": 0.6570514627134885, "iteration": 84319, "loss_box_reg": 0.21363267675042152, "loss_cls": 0.1704991701990366, "loss_mask": 0.23994915932416916, "loss_rpn_cls": 0.029580337868537754, "loss_rpn_loc": 0.07656463189050555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962242454318008, "mask_rcnn/false_negative": 0.09125386518152478, "mask_rcnn/false_positive": 0.11869998578979224, "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": 1.00374482315965, "total_loss": 0.7543472116813064}
{"data_time": 0.014533738605678082, "eta_seconds": 184214.06061040238, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.28943989728775477, "fast_rcnn/fg_cls_accuracy": 0.6967857142857143, "iteration": 84339, "loss_box_reg": 0.24090159311890602, "loss_cls": 0.19399214908480644, "loss_mask": 0.24485908262431622, "loss_rpn_cls": 0.03311670641414821, "loss_rpn_loc": 0.07103935512714088, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042381025760267, "mask_rcnn/false_negative": 0.08994230631786679, "mask_rcnn/false_positive": 0.10352032420898954, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9892258890904486, "total_loss": 0.7979729871731251}
{"data_time": 0.016228026943281293, "eta_seconds": 184198.9790364448, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3241089357429719, "fast_rcnn/fg_cls_accuracy": 0.6727228061180894, "iteration": 84359, "loss_box_reg": 0.22623237781226635, "loss_cls": 0.18640668224543333, "loss_mask": 0.24222051165997982, "loss_rpn_cls": 0.03952718817163259, "loss_rpn_loc": 0.07429174263961613, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004298289007812, "mask_rcnn/false_negative": 0.1012088692975317, "mask_rcnn/false_positive": 0.10697909032636466, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0318247498944402, "total_loss": 0.768878748989664}
{"data_time": 0.016870531952008605, "eta_seconds": 184044.11944948602, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31625509372453137, "fast_rcnn/fg_cls_accuracy": 0.6545765364969517, "iteration": 84379, "loss_box_reg": 0.2237166166305542, "loss_cls": 0.18708068411797285, "loss_mask": 0.2534249294549227, "loss_rpn_cls": 0.032530357129871845, "loss_rpn_loc": 0.07951277727261186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795503521870531, "mask_rcnn/false_negative": 0.0964451833955755, "mask_rcnn/false_positive": 0.12117299498260947, "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": 0.9700375008396804, "total_loss": 0.7819046613294631}
{"data_time": 0.015097378985956311, "eta_seconds": 183946.02555930614, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30393595422665187, "fast_rcnn/fg_cls_accuracy": 0.6631357176415316, "iteration": 84399, "loss_box_reg": 0.21690954081714153, "loss_cls": 0.1863537272438407, "loss_mask": 0.250167528167367, "loss_rpn_cls": 0.03839084319770336, "loss_rpn_loc": 0.07884343317709863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871256478781988, "mask_rcnn/false_negative": 0.09759281868185504, "mask_rcnn/false_positive": 0.13226626259512547, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9820030361879617, "total_loss": 0.7619207922834903}
{"data_time": 0.014124256325885653, "eta_seconds": 183841.2887344882, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32007683551508254, "fast_rcnn/fg_cls_accuracy": 0.6779390375007905, "iteration": 84419, "loss_box_reg": 0.23103062622249126, "loss_cls": 0.18414087686687708, "loss_mask": 0.2545476146042347, "loss_rpn_cls": 0.03569938032887876, "loss_rpn_loc": 0.0694871136220172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866167254835752, "mask_rcnn/false_negative": 0.10214753558460395, "mask_rcnn/false_positive": 0.11928824664851419, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9828458221163601, "total_loss": 0.7756316942395642}
{"data_time": 0.017958511132746935, "eta_seconds": 184114.8394208029, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.33831312598840274, "fast_rcnn/fg_cls_accuracy": 0.6502999210734017, "iteration": 84439, "loss_box_reg": 0.23153740726411343, "loss_cls": 0.19882958196103573, "loss_mask": 0.24996910616755486, "loss_rpn_cls": 0.04158416681457311, "loss_rpn_loc": 0.09260141057893634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895234262628335, "mask_rcnn/false_negative": 0.09718358286976034, "mask_rcnn/false_positive": 0.12587686005773596, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0369851265568286, "total_loss": 0.7930752618703991}
{"data_time": 0.013027288019657135, "eta_seconds": 184029.8361490667, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30536839817430994, "fast_rcnn/fg_cls_accuracy": 0.6717687074829932, "iteration": 84459, "loss_box_reg": 0.22315073758363724, "loss_cls": 0.18393368367105722, "loss_mask": 0.23484162241220474, "loss_rpn_cls": 0.03920419956557453, "loss_rpn_loc": 0.09023356717079878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978196747448979, "mask_rcnn/false_negative": 0.10819335926042681, "mask_rcnn/false_positive": 0.10244961854585163, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9714055536314845, "total_loss": 0.7815695913741365}
{"data_time": 0.014469968620687723, "eta_seconds": 184079.91053028032, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3209739091318039, "fast_rcnn/fg_cls_accuracy": 0.6658962412948, "iteration": 84479, "loss_box_reg": 0.21519061364233494, "loss_cls": 0.18063274957239628, "loss_mask": 0.23285905085504055, "loss_rpn_cls": 0.03409596427809447, "loss_rpn_loc": 0.0752721291501075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951124650057616, "mask_rcnn/false_negative": 0.08395813081633684, "mask_rcnn/false_positive": 0.12478244955987405, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9806387049611658, "total_loss": 0.73845974879805}
{"data_time": 0.016483383486047387, "eta_seconds": 184456.35169092566, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2980816823405081, "fast_rcnn/fg_cls_accuracy": 0.6888555458245325, "iteration": 84499, "loss_box_reg": 0.22418289631605148, "loss_cls": 0.19923037476837635, "loss_mask": 0.2328832559287548, "loss_rpn_cls": 0.03844676131848246, "loss_rpn_loc": 0.0802725930698216, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018587358617121, "mask_rcnn/false_negative": 0.07908268610567346, "mask_rcnn/false_positive": 0.11086777610591735, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.012599061941728, "total_loss": 0.800397684564814}
{"data_time": 0.014685066416859627, "eta_seconds": 184692.30621836148, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31245901639344265, "fast_rcnn/fg_cls_accuracy": 0.6479887674559806, "iteration": 84519, "loss_box_reg": 0.22944787330925465, "loss_cls": 0.1889337943866849, "loss_mask": 0.2591094486415386, "loss_rpn_cls": 0.03717728250194341, "loss_rpn_loc": 0.0776657349197194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946843322137636, "mask_rcnn/false_negative": 0.08911263470634778, "mask_rcnn/false_positive": 0.11249986692676076, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0336863722186536, "total_loss": 0.7940988277550787}
{"data_time": 0.017733400454744697, "eta_seconds": 184974.16351423133, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.31267553098121814, "fast_rcnn/fg_cls_accuracy": 0.6433048433048433, "iteration": 84539, "loss_box_reg": 0.22738626413047314, "loss_cls": 0.1905141407623887, "loss_mask": 0.24216317385435104, "loss_rpn_cls": 0.03605440980754793, "loss_rpn_loc": 0.0697333577554673, "lr": 0.0001, "mask_rcnn/accuracy": 0.893280441449283, "mask_rcnn/false_negative": 0.08291535373703751, "mask_rcnn/false_positive": 0.12819892555729623, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0089788094628602, "total_loss": 0.7979107903083786}
{"data_time": 0.02182575105689466, "eta_seconds": 184764.10197567195, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.31358582189072115, "fast_rcnn/fg_cls_accuracy": 0.6508611467693624, "iteration": 84559, "loss_box_reg": 0.24224836565554142, "loss_cls": 0.2002549497410655, "loss_mask": 0.2488977573812008, "loss_rpn_cls": 0.03410432080272585, "loss_rpn_loc": 0.08358872821554542, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040940631821808, "mask_rcnn/false_negative": 0.08738650772096174, "mask_rcnn/false_positive": 0.11851379901473798, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0092018239665776, "total_loss": 0.8122802218422294}
{"data_time": 0.02612815471366048, "eta_seconds": 184702.9207020253, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.27669172932330827, "fast_rcnn/fg_cls_accuracy": 0.6984851093131348, "iteration": 84579, "loss_box_reg": 0.22686770744621754, "loss_cls": 0.18487159628421068, "loss_mask": 0.23517388571053743, "loss_rpn_cls": 0.0355981111060828, "loss_rpn_loc": 0.0830296081257984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938266455230741, "mask_rcnn/false_negative": 0.08761519921427649, "mask_rcnn/false_positive": 0.12371469101726164, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9878081469796598, "total_loss": 0.7738491187337786}
{"data_time": 0.017751205014064908, "eta_seconds": 184429.24166154116, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.30478553704360156, "fast_rcnn/fg_cls_accuracy": 0.6596529968454259, "iteration": 84599, "loss_box_reg": 0.2348531587049365, "loss_cls": 0.19733951613307, "loss_mask": 0.2532829474657774, "loss_rpn_cls": 0.032106603030115366, "loss_rpn_loc": 0.06385377608239651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957432867639404, "mask_rcnn/false_negative": 0.09258691143546191, "mask_rcnn/false_positive": 0.1159516723215542, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9814843931235373, "total_loss": 0.803997214185074}
{"data_time": 0.015923024620860815, "eta_seconds": 184592.7308969153, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32774670199492506, "fast_rcnn/fg_cls_accuracy": 0.6070298391238795, "iteration": 84619, "loss_box_reg": 0.23828212171792984, "loss_cls": 0.18882791604846716, "loss_mask": 0.23726644925773144, "loss_rpn_cls": 0.03383607417345047, "loss_rpn_loc": 0.06829940574243665, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884901223419173, "mask_rcnn/false_negative": 0.09364232920896473, "mask_rcnn/false_positive": 0.11596040152478432, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0063881115056574, "total_loss": 0.7794395586242899}
{"data_time": 0.014446293003857136, "eta_seconds": 184643.1527414918, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.28231255448997383, "fast_rcnn/fg_cls_accuracy": 0.6697880788365863, "iteration": 84639, "loss_box_reg": 0.2166645536199212, "loss_cls": 0.1862932564690709, "loss_mask": 0.2431256491690874, "loss_rpn_cls": 0.03931899811141193, "loss_rpn_loc": 0.07705360534600914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919217439857934, "mask_rcnn/false_negative": 0.081954824095507, "mask_rcnn/false_positive": 0.12586158003722317, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9992229531053454, "total_loss": 0.7516789015789982}
{"data_time": 0.016701845219358802, "eta_seconds": 184552.90076833684, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3297244418138173, "fast_rcnn/fg_cls_accuracy": 0.6485564433921935, "iteration": 84659, "loss_box_reg": 0.2095511332154274, "loss_cls": 0.1840414386242628, "loss_mask": 0.22758078388869762, "loss_rpn_cls": 0.029589355341158807, "loss_rpn_loc": 0.06503176700789481, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032872604679907, "mask_rcnn/false_negative": 0.08744578216784187, "mask_rcnn/false_positive": 0.11228487599891418, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9819971562828869, "total_loss": 0.715630693215644}
{"data_time": 0.023675048956647515, "eta_seconds": 184834.53026236035, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.29494573749232134, "fast_rcnn/fg_cls_accuracy": 0.6721104981974547, "iteration": 84679, "loss_box_reg": 0.2137418333441019, "loss_cls": 0.17678473889827728, "loss_mask": 0.24020108580589294, "loss_rpn_cls": 0.030700033355969936, "loss_rpn_loc": 0.060334901441819966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801389230726702, "mask_rcnn/false_negative": 0.0862743572096223, "mask_rcnn/false_positive": 0.14264323294331227, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0156999330502003, "total_loss": 0.7278529992327094}
{"data_time": 0.022415513871237636, "eta_seconds": 184967.37879009452, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2466135392433467, "fast_rcnn/fg_cls_accuracy": 0.7436931808807272, "iteration": 84699, "loss_box_reg": 0.21375685557723045, "loss_cls": 0.1727923871949315, "loss_mask": 0.24077782966196537, "loss_rpn_cls": 0.03293926431797445, "loss_rpn_loc": 0.06909054866991937, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085383383755286, "mask_rcnn/false_negative": 0.08430662113631454, "mask_rcnn/false_positive": 0.10311101259634992, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.003634919412434, "total_loss": 0.7268949114950374}
{"data_time": 0.02217510133050382, "eta_seconds": 184939.39172543585, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3240641711229947, "fast_rcnn/fg_cls_accuracy": 0.6383478291993272, "iteration": 84719, "loss_box_reg": 0.2242849674075842, "loss_cls": 0.17550041247159243, "loss_mask": 0.24555072747170925, "loss_rpn_cls": 0.03892898728372529, "loss_rpn_loc": 0.07377384463325143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923708853873766, "mask_rcnn/false_negative": 0.0995392447861069, "mask_rcnn/false_positive": 0.09863631289807573, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0086323155555874, "total_loss": 0.7786593136843294}
{"data_time": 0.023720140103250742, "eta_seconds": 184953.64181046374, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3174084660405608, "fast_rcnn/fg_cls_accuracy": 0.6457049935310806, "iteration": 84739, "loss_box_reg": 0.21689844224601984, "loss_cls": 0.1895597567781806, "loss_mask": 0.2456286884844303, "loss_rpn_cls": 0.038189708488062024, "loss_rpn_loc": 0.07322191435378045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925110440517671, "mask_rcnn/false_negative": 0.08115836493623, "mask_rcnn/false_positive": 0.12941026044707732, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0115221040323377, "total_loss": 0.7761826445348561}
{"data_time": 0.022038010181859136, "eta_seconds": 184945.33305950463, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2577777302293735, "fast_rcnn/fg_cls_accuracy": 0.6852687837276878, "iteration": 84759, "loss_box_reg": 0.20039695780724287, "loss_cls": 0.1790207838639617, "loss_mask": 0.22760411351919174, "loss_rpn_cls": 0.03066390470485203, "loss_rpn_loc": 0.06535292346961796, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073773294780768, "mask_rcnn/false_negative": 0.08693014028003154, "mask_rcnn/false_positive": 0.1028768645036549, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9986237704288214, "total_loss": 0.6874623549520038}
{"data_time": 0.02792945853434503, "eta_seconds": 184869.45198562928, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3035377928036706, "fast_rcnn/fg_cls_accuracy": 0.6494640708738926, "iteration": 84779, "loss_box_reg": 0.21998757310211658, "loss_cls": 0.1803625486791134, "loss_mask": 0.24907198175787926, "loss_rpn_cls": 0.033065237454138696, "loss_rpn_loc": 0.07069991697790101, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922346292335654, "mask_rcnn/false_negative": 0.09216214932383351, "mask_rcnn/false_positive": 0.1325901465940065, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9810289728920907, "total_loss": 0.748671883251518}
{"data_time": 0.01758302445523441, "eta_seconds": 184965.83978850394, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.3038402191711802, "fast_rcnn/fg_cls_accuracy": 0.6556794241573034, "iteration": 84799, "loss_box_reg": 0.22429232113063335, "loss_cls": 0.19591730926185846, "loss_mask": 0.2521417811512947, "loss_rpn_cls": 0.033328820660244673, "loss_rpn_loc": 0.07877211319282651, "lr": 0.0001, "mask_rcnn/accuracy": 0.899905773705542, "mask_rcnn/false_negative": 0.07591798987250481, "mask_rcnn/false_positive": 0.12913148719431092, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0121200745925307, "total_loss": 0.8173238273593597}
{"data_time": 0.012511375360190868, "eta_seconds": 184991.59703703132, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3062429452114266, "fast_rcnn/fg_cls_accuracy": 0.6727526309116267, "iteration": 84819, "loss_box_reg": 0.22392826527357101, "loss_cls": 0.1870022602379322, "loss_mask": 0.248307753354311, "loss_rpn_cls": 0.0324926155153662, "loss_rpn_loc": 0.07115339930169284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991532192754215, "mask_rcnn/false_negative": 0.08904846174740319, "mask_rcnn/false_positive": 0.1173888956841779, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0092115316074342, "total_loss": 0.7738909806357697}
{"data_time": 0.020096733700484037, "eta_seconds": 184983.61058495007, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31968875749363557, "fast_rcnn/fg_cls_accuracy": 0.6610198555956679, "iteration": 84839, "loss_box_reg": 0.22080017440021038, "loss_cls": 0.17204190883785486, "loss_mask": 0.23164498805999756, "loss_rpn_cls": 0.03514798730611801, "loss_rpn_loc": 0.07905465154908597, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010651515434679, "mask_rcnn/false_negative": 0.08836236444885451, "mask_rcnn/false_positive": 0.11368119849027226, "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": 1.0094879989046603, "total_loss": 0.7387791725341231}
{"data_time": 0.02603742782957852, "eta_seconds": 184943.6458747182, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3446887506630021, "fast_rcnn/fg_cls_accuracy": 0.6474827397470737, "iteration": 84859, "loss_box_reg": 0.21335394494235516, "loss_cls": 0.1935037299990654, "loss_mask": 0.2585864569991827, "loss_rpn_cls": 0.03326725144870579, "loss_rpn_loc": 0.06911385618150234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951808350558005, "mask_rcnn/false_negative": 0.09382429708816865, "mask_rcnn/false_positive": 0.10514041959066901, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9768863047938794, "total_loss": 0.7722607479663566}
{"data_time": 0.02789080049842596, "eta_seconds": 185009.93430953473, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2996495525841244, "fast_rcnn/fg_cls_accuracy": 0.6639784946236559, "iteration": 84879, "loss_box_reg": 0.211752749979496, "loss_cls": 0.18291698675602674, "loss_mask": 0.24939420074224472, "loss_rpn_cls": 0.031402962282299995, "loss_rpn_loc": 0.07462333980947733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971397548333422, "mask_rcnn/false_negative": 0.09768096720836789, "mask_rcnn/false_positive": 0.11310143959215355, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0446732735726982, "total_loss": 0.7400816334411502}
{"data_time": 0.01576249347999692, "eta_seconds": 184968.7769779237, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3055765559734639, "fast_rcnn/fg_cls_accuracy": 0.6700637514591004, "iteration": 84899, "loss_box_reg": 0.2181727346032858, "loss_cls": 0.18814079463481903, "loss_mask": 0.24395260959863663, "loss_rpn_cls": 0.032840899541042745, "loss_rpn_loc": 0.07490180374588817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895344062847486, "mask_rcnn/false_negative": 0.10459961128108286, "mask_rcnn/false_positive": 0.10364984999589497, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.986509375507012, "total_loss": 0.7546423655003309}
{"data_time": 0.019581644563004375, "eta_seconds": 184845.9915121831, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.30830188679245285, "fast_rcnn/fg_cls_accuracy": 0.6233163701738362, "iteration": 84919, "loss_box_reg": 0.23519516736268997, "loss_cls": 0.1811182126402855, "loss_mask": 0.24224163219332695, "loss_rpn_cls": 0.04079269710928202, "loss_rpn_loc": 0.07746977498754859, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951088194711847, "mask_rcnn/false_negative": 0.08596311411152847, "mask_rcnn/false_positive": 0.13893919036148056, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9880010902415961, "total_loss": 0.7880225620465353}
{"data_time": 0.013899508165195584, "eta_seconds": 184908.04661555216, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25867101349327426, "fast_rcnn/fg_cls_accuracy": 0.7175862160300894, "iteration": 84939, "loss_box_reg": 0.20664606615900993, "loss_cls": 0.19141105934977531, "loss_mask": 0.24228285998106003, "loss_rpn_cls": 0.037481956416741014, "loss_rpn_loc": 0.07926551066339016, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112166723381556, "mask_rcnn/false_negative": 0.07362550517034458, "mask_rcnn/false_positive": 0.11153843042310488, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9975927050691098, "total_loss": 0.7592508958186954}
{"data_time": 0.014816417824476957, "eta_seconds": 184745.6512056291, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.36086921464279953, "fast_rcnn/fg_cls_accuracy": 0.606734496124031, "iteration": 84959, "loss_box_reg": 0.20326661318540573, "loss_cls": 0.16919572371989489, "loss_mask": 0.243357352912426, "loss_rpn_cls": 0.03608152526430786, "loss_rpn_loc": 0.06551823229528964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837333130744461, "mask_rcnn/false_negative": 0.09547044854198186, "mask_rcnn/false_positive": 0.13655882329678357, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9689301638863981, "total_loss": 0.7678369986824691}
{"data_time": 0.017138082534074783, "eta_seconds": 184786.06737402268, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3457668414983447, "fast_rcnn/fg_cls_accuracy": 0.6465703232526132, "iteration": 84979, "loss_box_reg": 0.20784837752580643, "loss_cls": 0.18297973088920116, "loss_mask": 0.24496844597160816, "loss_rpn_cls": 0.03713747672736645, "loss_rpn_loc": 0.06511801714077592, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878469874256143, "mask_rcnn/false_negative": 0.1030077453033856, "mask_rcnn/false_positive": 0.12461468537951506, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.008707789471373, "total_loss": 0.7494641344528645}
{"data_time": 0.016449681483209133, "eta_seconds": 184868.84787096642, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.3369779858114532, "fast_rcnn/fg_cls_accuracy": 0.6604133834404171, "iteration": 84999, "loss_box_reg": 0.22534131444990635, "loss_cls": 0.19118867721408606, "loss_mask": 0.2595492508262396, "loss_rpn_cls": 0.03465101309120655, "loss_rpn_loc": 0.07134653441607952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958986869712942, "mask_rcnn/false_negative": 0.09676477651350085, "mask_rcnn/false_positive": 0.10954225417987526, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0374740920960903, "total_loss": 0.7707977265818045}
{"data_time": 0.016102433437481523, "eta_seconds": 184803.78205878194, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.31503586065573774, "fast_rcnn/fg_cls_accuracy": 0.6738149184770537, "iteration": 85019, "loss_box_reg": 0.23608392104506493, "loss_cls": 0.1911903377622366, "loss_mask": 0.24763495475053787, "loss_rpn_cls": 0.03527942392975092, "loss_rpn_loc": 0.08216252131387591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850191910462433, "mask_rcnn/false_negative": 0.09273798745721691, "mask_rcnn/false_positive": 0.1319909157007388, "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": 0.9841154459863901, "total_loss": 0.8093607577029616}
{"data_time": 0.015041180653497577, "eta_seconds": 184706.20314717293, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3275171624713959, "fast_rcnn/fg_cls_accuracy": 0.6197802197802198, "iteration": 85039, "loss_box_reg": 0.2390027455985546, "loss_cls": 0.19710039719939232, "loss_mask": 0.26428946666419506, "loss_rpn_cls": 0.03896180121228099, "loss_rpn_loc": 0.08000651519978419, "lr": 0.0001, "mask_rcnn/accuracy": 0.881215081230016, "mask_rcnn/false_negative": 0.10244393637626842, "mask_rcnn/false_positive": 0.13175618373901835, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9608223075047135, "total_loss": 0.8448234982788563}
{"data_time": 0.023239209316670895, "eta_seconds": 184611.998252701, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.2826816579963081, "fast_rcnn/fg_cls_accuracy": 0.7006471596880358, "iteration": 85059, "loss_box_reg": 0.19419360253959894, "loss_cls": 0.17297770455479622, "loss_mask": 0.23206715285778046, "loss_rpn_cls": 0.02781984960893169, "loss_rpn_loc": 0.05974361370317638, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040620094191523, "mask_rcnn/false_negative": 0.08565756816868741, "mask_rcnn/false_positive": 0.11320251944344109, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 236.875, "rpn/num_pos_anchors": 19.125, "time": 0.9756527727004141, "total_loss": 0.6958015452837572}
{"data_time": 0.022448272677138448, "eta_seconds": 184614.20405695215, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.29909510748528967, "fast_rcnn/fg_cls_accuracy": 0.6720693779904305, "iteration": 85079, "loss_box_reg": 0.2414513062685728, "loss_cls": 0.19790968112647533, "loss_mask": 0.24246307462453842, "loss_rpn_cls": 0.037584569479804486, "loss_rpn_loc": 0.08326216693967581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877398066664682, "mask_rcnn/false_negative": 0.0881811391120318, "mask_rcnn/false_positive": 0.1203247499391864, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.00133256893605, "total_loss": 0.8231764570809901}
{"data_time": 0.015608029905706644, "eta_seconds": 184572.06919500604, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2947065868263473, "fast_rcnn/fg_cls_accuracy": 0.6824091332712022, "iteration": 85099, "loss_box_reg": 0.22027386724948883, "loss_cls": 0.19192359363660216, "loss_mask": 0.2432304173707962, "loss_rpn_cls": 0.03787785244639963, "loss_rpn_loc": 0.07203350856434554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981824393411424, "mask_rcnn/false_negative": 0.09143427378637288, "mask_rcnn/false_positive": 0.11351554044608664, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9732801984064281, "total_loss": 0.7918044942198321}
{"data_time": 0.019673455506563187, "eta_seconds": 184604.3595128134, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30651864814612273, "fast_rcnn/fg_cls_accuracy": 0.6488825994265971, "iteration": 85119, "loss_box_reg": 0.19730042107403278, "loss_cls": 0.15833488013595343, "loss_mask": 0.23428408056497574, "loss_rpn_cls": 0.035210647620260715, "loss_rpn_loc": 0.07104185689240694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950078431462091, "mask_rcnn/false_negative": 0.0920053554508054, "mask_rcnn/false_positive": 0.11415404102352031, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9781660819426179, "total_loss": 0.7165070177579764}
{"data_time": 0.02196852001361549, "eta_seconds": 184520.1638296852, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3285333087964667, "fast_rcnn/fg_cls_accuracy": 0.6462653288740245, "iteration": 85139, "loss_box_reg": 0.22771254181861877, "loss_cls": 0.18275667261332273, "loss_mask": 0.2559605520218611, "loss_rpn_cls": 0.03687965089920908, "loss_rpn_loc": 0.07771850051358342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927073052974634, "mask_rcnn/false_negative": 0.10020793398464149, "mask_rcnn/false_positive": 0.13047180853230617, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9763279629405588, "total_loss": 0.743141915765591}
{"data_time": 0.019295986741781235, "eta_seconds": 184410.81198048778, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29289258564203696, "fast_rcnn/fg_cls_accuracy": 0.6719696969696969, "iteration": 85159, "loss_box_reg": 0.20515780802816153, "loss_cls": 0.17966382205486298, "loss_mask": 0.25193615071475506, "loss_rpn_cls": 0.03937815106473863, "loss_rpn_loc": 0.07877077115699649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929817239073663, "mask_rcnn/false_negative": 0.09366231789938011, "mask_rcnn/false_positive": 0.1241838265142659, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9841316631063819, "total_loss": 0.7813795345136896}
{"data_time": 0.02459641150198877, "eta_seconds": 184390.85841935594, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25078405380064017, "fast_rcnn/fg_cls_accuracy": 0.7197305473476854, "iteration": 85179, "loss_box_reg": 0.21273353695869446, "loss_cls": 0.17586916871368885, "loss_mask": 0.24886655434966087, "loss_rpn_cls": 0.035738130449317396, "loss_rpn_loc": 0.07954461872577667, "lr": 0.0001, "mask_rcnn/accuracy": 0.897572826264385, "mask_rcnn/false_negative": 0.095602929532056, "mask_rcnn/false_positive": 0.11848726556516098, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0090800076723099, "total_loss": 0.7515995195135474}
{"data_time": 0.014797647949308157, "eta_seconds": 184424.41616021097, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.34675324675324676, "fast_rcnn/fg_cls_accuracy": 0.6360731919837351, "iteration": 85199, "loss_box_reg": 0.2338170986622572, "loss_cls": 0.1883942438289523, "loss_mask": 0.25173157826066017, "loss_rpn_cls": 0.033089923090301454, "loss_rpn_loc": 0.0946901892311871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931630823246557, "mask_rcnn/false_negative": 0.09746116741883584, "mask_rcnn/false_positive": 0.11783339127040464, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0051035340875387, "total_loss": 0.8068741373717785}
{"data_time": 0.013774123741313815, "eta_seconds": 184404.45680781268, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3092478451980453, "fast_rcnn/fg_cls_accuracy": 0.6597342429487832, "iteration": 85219, "loss_box_reg": 0.19505927013233304, "loss_cls": 0.1799451820552349, "loss_mask": 0.2415322009474039, "loss_rpn_cls": 0.033601816277951, "loss_rpn_loc": 0.07430988526903093, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004995854820095, "mask_rcnn/false_negative": 0.08875872748759847, "mask_rcnn/false_positive": 0.11563819716244769, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9703389888163656, "total_loss": 0.7407130991341546}
{"data_time": 0.021433028858155012, "eta_seconds": 184160.70450232364, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3001626562472375, "fast_rcnn/fg_cls_accuracy": 0.6674833761311519, "iteration": 85239, "loss_box_reg": 0.21542427688837051, "loss_cls": 0.1933173257857561, "loss_mask": 0.24568402767181396, "loss_rpn_cls": 0.03043157421052456, "loss_rpn_loc": 0.08700847846921533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995570290821422, "mask_rcnn/false_negative": 0.08332263063288445, "mask_rcnn/false_positive": 0.1342545551371936, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9819698163773865, "total_loss": 0.7792481501819566}
{"data_time": 0.015429268591105938, "eta_seconds": 184224.85927617643, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2874463248295024, "fast_rcnn/fg_cls_accuracy": 0.6545092838196287, "iteration": 85259, "loss_box_reg": 0.22538430895656347, "loss_cls": 0.17666887305676937, "loss_mask": 0.24312160350382328, "loss_rpn_cls": 0.03208650310989469, "loss_rpn_loc": 0.08606529317330569, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001990434074236, "mask_rcnn/false_negative": 0.09716417881208016, "mask_rcnn/false_positive": 0.11507914478030165, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.005510944640264, "total_loss": 0.7911833231919445}
{"data_time": 0.01646820013411343, "eta_seconds": 184344.5787506178, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.32978599286642885, "fast_rcnn/fg_cls_accuracy": 0.634746812677351, "iteration": 85279, "loss_box_reg": 0.1848480449989438, "loss_cls": 0.15461706835776567, "loss_mask": 0.236201548948884, "loss_rpn_cls": 0.03412576194386929, "loss_rpn_loc": 0.0779540662188083, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050025307742144, "mask_rcnn/false_negative": 0.08113836600723834, "mask_rcnn/false_positive": 0.11266718623960988, "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": 1.0021351804025471, "total_loss": 0.6768309297040105}
{"data_time": 0.015070316381752491, "eta_seconds": 184271.13705256488, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.30195380987888193, "fast_rcnn/fg_cls_accuracy": 0.6476135992154299, "iteration": 85299, "loss_box_reg": 0.20182467624545097, "loss_cls": 0.17559815291315317, "loss_mask": 0.24110497906804085, "loss_rpn_cls": 0.028074634494259953, "loss_rpn_loc": 0.0696178327780217, "lr": 0.0001, "mask_rcnn/accuracy": 0.905862004084589, "mask_rcnn/false_negative": 0.08577116835740867, "mask_rcnn/false_positive": 0.11552974099740618, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0073954269755632, "total_loss": 0.718112553586252}
{"data_time": 0.013423625146970153, "eta_seconds": 184115.6811742019, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.29905256122970475, "fast_rcnn/fg_cls_accuracy": 0.6556196237829663, "iteration": 85319, "loss_box_reg": 0.23313961550593376, "loss_cls": 0.19415191560983658, "loss_mask": 0.24033171497285366, "loss_rpn_cls": 0.03511467797216028, "loss_rpn_loc": 0.07094064762350172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967980591437752, "mask_rcnn/false_negative": 0.09811515117816277, "mask_rcnn/false_positive": 0.11849614115930435, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9957990965340286, "total_loss": 0.7792434039292857}
{"data_time": 0.02125075552612543, "eta_seconds": 184231.2299303012, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2811111111111111, "fast_rcnn/fg_cls_accuracy": 0.6891545359621645, "iteration": 85339, "loss_box_reg": 0.22506618965417147, "loss_cls": 0.16957105230540037, "loss_mask": 0.2335612289607525, "loss_rpn_cls": 0.034933215676574036, "loss_rpn_loc": 0.08674528426490724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913148290703947, "mask_rcnn/false_negative": 0.09293645018338405, "mask_rcnn/false_positive": 0.11852900618030959, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9971713393460959, "total_loss": 0.7656940610322636}
{"data_time": 0.017413173569366336, "eta_seconds": 184040.82776129246, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2921860019175455, "fast_rcnn/fg_cls_accuracy": 0.6612757635023319, "iteration": 85359, "loss_box_reg": 0.21728047356009483, "loss_cls": 0.17960779508575797, "loss_mask": 0.24745469726622105, "loss_rpn_cls": 0.035105111077427864, "loss_rpn_loc": 0.07036626292392612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945005886970172, "mask_rcnn/false_negative": 0.0930641408204918, "mask_rcnn/false_positive": 0.1164506627091984, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.990254458039999, "total_loss": 0.793713275808841}
{"data_time": 0.015992525964975357, "eta_seconds": 183982.3441862734, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3247121672653588, "fast_rcnn/fg_cls_accuracy": 0.6537205898908027, "iteration": 85379, "loss_box_reg": 0.23568101599812508, "loss_cls": 0.19652328733354807, "loss_mask": 0.24713459983468056, "loss_rpn_cls": 0.03094768535811454, "loss_rpn_loc": 0.08521017688326538, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041913384027258, "mask_rcnn/false_negative": 0.06858100751057432, "mask_rcnn/false_positive": 0.12060092994281164, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9827880533412099, "total_loss": 0.7951933902222663}
{"data_time": 0.019261573906987906, "eta_seconds": 184274.50581584126, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3059724828017511, "fast_rcnn/fg_cls_accuracy": 0.664775221421747, "iteration": 85399, "loss_box_reg": 0.23826926108449697, "loss_cls": 0.18448467925190926, "loss_mask": 0.24441130086779594, "loss_rpn_cls": 0.04210622515529394, "loss_rpn_loc": 0.07380127464421093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923320087927589, "mask_rcnn/false_negative": 0.09253009596653311, "mask_rcnn/false_positive": 0.12288151782535059, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0217622383497655, "total_loss": 0.7706995856715366}
{"data_time": 0.015569072216749191, "eta_seconds": 184294.73014692776, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2640281224152192, "fast_rcnn/fg_cls_accuracy": 0.7034555288461539, "iteration": 85419, "loss_box_reg": 0.20846738666296005, "loss_cls": 0.16830756794661283, "loss_mask": 0.23846124112606049, "loss_rpn_cls": 0.033019071677699685, "loss_rpn_loc": 0.07318132778164, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015758254860737, "mask_rcnn/false_negative": 0.09541473349060509, "mask_rcnn/false_positive": 0.11130329276914538, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0000159773044288, "total_loss": 0.7593205801676959}
{"data_time": 0.01890001492574811, "eta_seconds": 184194.91816023365, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3051829797074637, "fast_rcnn/fg_cls_accuracy": 0.6509806174825711, "iteration": 85439, "loss_box_reg": 0.2396484613418579, "loss_cls": 0.1887949388474226, "loss_mask": 0.2476936336606741, "loss_rpn_cls": 0.03537619416601956, "loss_rpn_loc": 0.0738485911861062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972818849150934, "mask_rcnn/false_negative": 0.08962655760847021, "mask_rcnn/false_positive": 0.11604245040116301, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.006437630392611, "total_loss": 0.7874377677217126}
{"data_time": 0.022375542903319, "eta_seconds": 184235.67201680504, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28461180846118084, "fast_rcnn/fg_cls_accuracy": 0.675650289017341, "iteration": 85459, "loss_box_reg": 0.2163003869354725, "loss_cls": 0.17305196914821863, "loss_mask": 0.24181383289396763, "loss_rpn_cls": 0.03486994269769639, "loss_rpn_loc": 0.07389947446063161, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059224461172968, "mask_rcnn/false_negative": 0.07966553564723253, "mask_rcnn/false_positive": 0.11297776800974434, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9931275688577443, "total_loss": 0.7504068076377735}
{"data_time": 0.01639777864329517, "eta_seconds": 184194.646875076, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2900375863055113, "fast_rcnn/fg_cls_accuracy": 0.688658066967138, "iteration": 85479, "loss_box_reg": 0.2139221988618374, "loss_cls": 0.18167009484022856, "loss_mask": 0.24039523862302303, "loss_rpn_cls": 0.0361352264881134, "loss_rpn_loc": 0.08633469766937196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998480603898, "mask_rcnn/false_negative": 0.08491861746398321, "mask_rcnn/false_positive": 0.10604003742755981, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9848706685006618, "total_loss": 0.779684535227716}
{"data_time": 0.016935289837419987, "eta_seconds": 183862.75865219068, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3528706110333585, "fast_rcnn/fg_cls_accuracy": 0.5951768649622254, "iteration": 85499, "loss_box_reg": 0.2173585630953312, "loss_cls": 0.1870269114151597, "loss_mask": 0.2344630565494299, "loss_rpn_cls": 0.039759729290381074, "loss_rpn_loc": 0.08277073269709945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955709695782491, "mask_rcnn/false_negative": 0.09314449832205024, "mask_rcnn/false_positive": 0.12230440874689272, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.978676367085427, "total_loss": 0.7647291860776022}
{"data_time": 0.013689368730410933, "eta_seconds": 183690.45931894332, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3198608410928067, "fast_rcnn/fg_cls_accuracy": 0.6419267369282717, "iteration": 85519, "loss_box_reg": 0.21258277352899313, "loss_cls": 0.16656918730586767, "loss_mask": 0.24163261614739895, "loss_rpn_cls": 0.031179677927866578, "loss_rpn_loc": 0.07167854439467192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969326549627538, "mask_rcnn/false_negative": 0.09156307007493936, "mask_rcnn/false_positive": 0.12123796812342927, "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": 0.9899816729594022, "total_loss": 0.718252157443203}
{"data_time": 0.015152915148064494, "eta_seconds": 183556.98935798835, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3012638126116588, "fast_rcnn/fg_cls_accuracy": 0.6723618980169972, "iteration": 85539, "loss_box_reg": 0.21648812852799892, "loss_cls": 0.17751536704599857, "loss_mask": 0.2394898422062397, "loss_rpn_cls": 0.03502973238937557, "loss_rpn_loc": 0.07346350990701467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921719246726656, "mask_rcnn/false_negative": 0.10503685597423704, "mask_rcnn/false_positive": 0.10650311002660509, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9953562116716057, "total_loss": 0.7495603046845645}
{"data_time": 0.01311458507552743, "eta_seconds": 183537.0872665476, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3497720364741641, "fast_rcnn/fg_cls_accuracy": 0.6060077352814783, "iteration": 85559, "loss_box_reg": 0.21314275078475475, "loss_cls": 0.18424847442656755, "loss_mask": 0.23796917870640755, "loss_rpn_cls": 0.03501087287440896, "loss_rpn_loc": 0.060187777038663626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964672625054967, "mask_rcnn/false_negative": 0.09389828609622465, "mask_rcnn/false_positive": 0.10788415100534327, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9991168295964599, "total_loss": 0.7808359816554002}
{"data_time": 0.01382201467640698, "eta_seconds": 183440.6027163379, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3340872889455241, "fast_rcnn/fg_cls_accuracy": 0.638840885142255, "iteration": 85579, "loss_box_reg": 0.22272568196058273, "loss_cls": 0.18322508037090302, "loss_mask": 0.24277192540466785, "loss_rpn_cls": 0.03374946373514831, "loss_rpn_loc": 0.06796440528705716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830847071994167, "mask_rcnn/false_negative": 0.09287834427359812, "mask_rcnn/false_positive": 0.13502364720653537, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9428738611750305, "total_loss": 0.7635107644600794}
{"data_time": 0.014117547543719411, "eta_seconds": 183357.1186103858, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27732974910394265, "fast_rcnn/fg_cls_accuracy": 0.6645366320393657, "iteration": 85599, "loss_box_reg": 0.21230161283165216, "loss_cls": 0.19240460358560085, "loss_mask": 0.2438435945659876, "loss_rpn_cls": 0.03530279151163995, "loss_rpn_loc": 0.09300315822474658, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968282440879072, "mask_rcnn/false_negative": 0.09991053059741781, "mask_rcnn/false_positive": 0.12326783625727361, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9711518129333854, "total_loss": 0.7920081102056429}
{"data_time": 0.013790742726996541, "eta_seconds": 183381.2092403043, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2810810810810811, "fast_rcnn/fg_cls_accuracy": 0.6824980320125951, "iteration": 85619, "loss_box_reg": 0.2257449273020029, "loss_cls": 0.18235444650053978, "loss_mask": 0.24533775076270103, "loss_rpn_cls": 0.033567894890438765, "loss_rpn_loc": 0.0709654944948852, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928094819963039, "mask_rcnn/false_negative": 0.09132559144577301, "mask_rcnn/false_positive": 0.10612590388483677, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0132760219275951, "total_loss": 0.7756301704212092}
{"data_time": 0.01698991609737277, "eta_seconds": 183361.3175807707, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.344085006794504, "fast_rcnn/fg_cls_accuracy": 0.6489596891509073, "iteration": 85639, "loss_box_reg": 0.22623662557452917, "loss_cls": 0.17991487588733435, "loss_mask": 0.24993241392076015, "loss_rpn_cls": 0.037788764806464314, "loss_rpn_loc": 0.07718060445040464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883114311563307, "mask_rcnn/false_negative": 0.0989533468725904, "mask_rcnn/false_positive": 0.1222423799888247, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.0059584905393422, "total_loss": 0.7859820118173957}
{"data_time": 0.014480712823569775, "eta_seconds": 183309.76096096914, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3158192709474761, "fast_rcnn/fg_cls_accuracy": 0.6526964752771205, "iteration": 85659, "loss_box_reg": 0.22540255449712276, "loss_cls": 0.18582682125270367, "loss_mask": 0.24878515675663948, "loss_rpn_cls": 0.042509309481829405, "loss_rpn_loc": 0.07766021112911403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953668018285101, "mask_rcnn/false_negative": 0.08876548829571392, "mask_rcnn/false_positive": 0.1297598252856646, "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": 0.9609072576276958, "total_loss": 0.7875549301388673}
{"data_time": 0.02127386792562902, "eta_seconds": 183156.81027889252, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3746355685131195, "fast_rcnn/fg_cls_accuracy": 0.5899539632617713, "iteration": 85679, "loss_box_reg": 0.20041805133223534, "loss_cls": 0.17728862259536982, "loss_mask": 0.2397984005510807, "loss_rpn_cls": 0.03373417351394892, "loss_rpn_loc": 0.06411539250984788, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893279551631061, "mask_rcnn/false_negative": 0.10256388954560466, "mask_rcnn/false_positive": 0.12228640983458394, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9579847913701087, "total_loss": 0.7160142005886883}
{"data_time": 0.018257379299029708, "eta_seconds": 183091.20258255862, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.337171052631579, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 85699, "loss_box_reg": 0.22969182580709457, "loss_cls": 0.18987763486802578, "loss_mask": 0.24677252024412155, "loss_rpn_cls": 0.03747070790268481, "loss_rpn_loc": 0.08100759540684521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971765964450296, "mask_rcnn/false_negative": 0.09000021088530752, "mask_rcnn/false_positive": 0.12914686934935385, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9911240236833692, "total_loss": 0.7925099465064704}
{"data_time": 0.015324468491598964, "eta_seconds": 183039.75766686723, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2945425361155698, "fast_rcnn/fg_cls_accuracy": 0.684555929547114, "iteration": 85719, "loss_box_reg": 0.22206411510705948, "loss_cls": 0.18860170803964138, "loss_mask": 0.24761871807277203, "loss_rpn_cls": 0.03879174531903118, "loss_rpn_loc": 0.0829379569622688, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022666079862451, "mask_rcnn/false_negative": 0.09150358863385283, "mask_rcnn/false_positive": 0.11927656098389673, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0080540203489363, "total_loss": 0.7875101575045846}
{"data_time": 0.014179237186908722, "eta_seconds": 183023.59564632643, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3446213512961829, "fast_rcnn/fg_cls_accuracy": 0.5913043478260869, "iteration": 85739, "loss_box_reg": 0.23259951919317245, "loss_cls": 0.1973651060834527, "loss_mask": 0.24714896641671658, "loss_rpn_cls": 0.038360130914952606, "loss_rpn_loc": 0.0839949818328023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889206733461341, "mask_rcnn/false_negative": 0.10247872794522284, "mask_rcnn/false_positive": 0.11579255028440066, "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": 1.0103912046179175, "total_loss": 0.8163277143612504}
{"data_time": 0.014531905995681882, "eta_seconds": 183052.50594750047, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33104221664198485, "fast_rcnn/fg_cls_accuracy": 0.6234073206969519, "iteration": 85759, "loss_box_reg": 0.20877275429666042, "loss_cls": 0.1718783164396882, "loss_mask": 0.24793233908712864, "loss_rpn_cls": 0.03175104723777622, "loss_rpn_loc": 0.0660684104077518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979556867535288, "mask_rcnn/false_negative": 0.08769306694251369, "mask_rcnn/false_positive": 0.12249205206235518, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0413958861026913, "total_loss": 0.7555220208596438}
{"data_time": 0.018382570473477244, "eta_seconds": 183057.44134970475, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29173496406506116, "fast_rcnn/fg_cls_accuracy": 0.7042144748455428, "iteration": 85779, "loss_box_reg": 0.22801179066300392, "loss_cls": 0.183917292393744, "loss_mask": 0.2517301067709923, "loss_rpn_cls": 0.037117230356670916, "loss_rpn_loc": 0.07007328502368182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869362695558629, "mask_rcnn/false_negative": 0.08692861329059365, "mask_rcnn/false_positive": 0.13993303389352402, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.008354372344911, "total_loss": 0.7802163006272167}
{"data_time": 0.01443305634893477, "eta_seconds": 182963.99825275876, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3238601823708207, "fast_rcnn/fg_cls_accuracy": 0.6416051364365971, "iteration": 85799, "loss_box_reg": 0.22021866217255592, "loss_cls": 0.17077822051942348, "loss_mask": 0.24314598739147186, "loss_rpn_cls": 0.03282197390217334, "loss_rpn_loc": 0.07087905192747712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993395228142893, "mask_rcnn/false_negative": 0.09252520019241156, "mask_rcnn/false_positive": 0.11311319780654408, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9784889654256403, "total_loss": 0.7213128734147176}
{"data_time": 0.016649400116875768, "eta_seconds": 182822.18562672846, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2808241331723305, "fast_rcnn/fg_cls_accuracy": 0.6782581265396863, "iteration": 85819, "loss_box_reg": 0.23651606775820255, "loss_cls": 0.1854933351278305, "loss_mask": 0.24706467054784298, "loss_rpn_cls": 0.03950776590500027, "loss_rpn_loc": 0.07814124878495932, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925267488418291, "mask_rcnn/false_negative": 0.10036097599488689, "mask_rcnn/false_positive": 0.11216171884560916, "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": 0.986663790885359, "total_loss": 0.7956144188065082}
{"data_time": 0.015509883407503366, "eta_seconds": 182865.09939320385, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28922151837679666, "fast_rcnn/fg_cls_accuracy": 0.6381999439790176, "iteration": 85839, "loss_box_reg": 0.21374989580363035, "loss_cls": 0.16464859526604414, "loss_mask": 0.23091232404112816, "loss_rpn_cls": 0.034842550405301154, "loss_rpn_loc": 0.08454006561078131, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974002689288171, "mask_rcnn/false_negative": 0.08534726581140226, "mask_rcnn/false_positive": 0.12307277246683636, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0227302652783692, "total_loss": 0.7268206246662885}
{"data_time": 0.016657095169648528, "eta_seconds": 182847.79960791115, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3536819143310418, "fast_rcnn/fg_cls_accuracy": 0.6185643077326688, "iteration": 85859, "loss_box_reg": 0.2300206134095788, "loss_cls": 0.18862358713522553, "loss_mask": 0.24373404867947102, "loss_rpn_cls": 0.03561126999557018, "loss_rpn_loc": 0.07953492918750271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884359327557818, "mask_rcnn/false_negative": 0.09111238277037902, "mask_rcnn/false_positive": 0.12359783764000598, "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": 0.989225214580074, "total_loss": 0.7800246400875039}
{"data_time": 0.015149150509387255, "eta_seconds": 182762.62795956805, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3490754471446297, "fast_rcnn/fg_cls_accuracy": 0.6239288145939473, "iteration": 85879, "loss_box_reg": 0.22115439549088478, "loss_cls": 0.1851158682256937, "loss_mask": 0.24570026621222496, "loss_rpn_cls": 0.03428080608136952, "loss_rpn_loc": 0.06806339393369853, "lr": 0.0001, "mask_rcnn/accuracy": 0.888878893853571, "mask_rcnn/false_negative": 0.1036632766307793, "mask_rcnn/false_positive": 0.11972796304450342, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9901185017079115, "total_loss": 0.7844168483861722}
{"data_time": 0.01767589314840734, "eta_seconds": 182808.08030746412, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.34540697214308325, "fast_rcnn/fg_cls_accuracy": 0.6335028820093904, "iteration": 85899, "loss_box_reg": 0.22895198874175549, "loss_cls": 0.19576665200293064, "loss_mask": 0.24341026693582535, "loss_rpn_cls": 0.03525585634633899, "loss_rpn_loc": 0.07432434242218733, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035374440891419, "mask_rcnn/false_negative": 0.08723585529962524, "mask_rcnn/false_positive": 0.12270290262004777, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0489073563367128, "total_loss": 0.7774696592241526}
{"data_time": 0.015342631610110402, "eta_seconds": 182902.03722355887, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3267650120239762, "fast_rcnn/fg_cls_accuracy": 0.654371097234612, "iteration": 85919, "loss_box_reg": 0.24318481795489788, "loss_cls": 0.19349670130759478, "loss_mask": 0.24230754002928734, "loss_rpn_cls": 0.03617229301016778, "loss_rpn_loc": 0.09431050915736705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860236340402664, "mask_rcnn/false_negative": 0.10466211150521702, "mask_rcnn/false_positive": 0.11474374443099172, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.033229619730264, "total_loss": 0.8075226253131405}
{"data_time": 0.014262257609516382, "eta_seconds": 182882.16520734597, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3453321403631285, "fast_rcnn/fg_cls_accuracy": 0.6381917772346368, "iteration": 85939, "loss_box_reg": 0.22238297387957573, "loss_cls": 0.1780595714226365, "loss_mask": 0.2406882494688034, "loss_rpn_cls": 0.03997518459800631, "loss_rpn_loc": 0.07833442091941833, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993736003718258, "mask_rcnn/false_negative": 0.08402038100599872, "mask_rcnn/false_positive": 0.11329106662489097, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9964420341420919, "total_loss": 0.750416437163949}
{"data_time": 0.018267819425091147, "eta_seconds": 182996.55779953115, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.35392333033842466, "fast_rcnn/fg_cls_accuracy": 0.5971847858640311, "iteration": 85959, "loss_box_reg": 0.21017693728208542, "loss_cls": 0.1812073988839984, "loss_mask": 0.25594962388277054, "loss_rpn_cls": 0.03142572217620909, "loss_rpn_loc": 0.07402789080515504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830598596402327, "mask_rcnn/false_negative": 0.09578646606933977, "mask_rcnn/false_positive": 0.13214285737348572, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9855450284667313, "total_loss": 0.7580802137963474}
{"data_time": 0.018761809216812253, "eta_seconds": 182874.3421827117, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24461936090225564, "fast_rcnn/fg_cls_accuracy": 0.7017779347698104, "iteration": 85979, "loss_box_reg": 0.20303777791559696, "loss_cls": 0.1777379745617509, "loss_mask": 0.22940335795283318, "loss_rpn_cls": 0.03134431329090148, "loss_rpn_loc": 0.053528512828052044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935798070358343, "mask_rcnn/false_negative": 0.09215454993720004, "mask_rcnn/false_positive": 0.10671492605900978, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9779106194619089, "total_loss": 0.7273168544634245}
{"data_time": 0.01842873846180737, "eta_seconds": 182822.54915870726, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33310525492649357, "fast_rcnn/fg_cls_accuracy": 0.6370562296371194, "iteration": 85999, "loss_box_reg": 0.21780392713844776, "loss_cls": 0.18462095968425274, "loss_mask": 0.2442873828113079, "loss_rpn_cls": 0.03593568271026015, "loss_rpn_loc": 0.08184533752501011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835610621911637, "mask_rcnn/false_negative": 0.08955091779213976, "mask_rcnn/false_positive": 0.13369534406621147, "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": 0.9988160198554397, "total_loss": 0.7969111253041774}
{"data_time": 0.014650475000962615, "eta_seconds": 182892.79440253973, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3231313926042486, "fast_rcnn/fg_cls_accuracy": 0.6542389366185768, "iteration": 86019, "loss_box_reg": 0.23189752176404, "loss_cls": 0.19823810271918774, "loss_mask": 0.24392279237508774, "loss_rpn_cls": 0.032035707496106625, "loss_rpn_loc": 0.07340982020832598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996307831221306, "mask_rcnn/false_negative": 0.08921744039657514, "mask_rcnn/false_positive": 0.10170707460867927, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9968231469392776, "total_loss": 0.7909510137978941}
{"data_time": 0.02646831050515175, "eta_seconds": 182993.6620264873, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2897175393546947, "fast_rcnn/fg_cls_accuracy": 0.6901162790697675, "iteration": 86039, "loss_box_reg": 0.22485434263944626, "loss_cls": 0.18051522132009268, "loss_mask": 0.2400723397731781, "loss_rpn_cls": 0.03488256735727191, "loss_rpn_loc": 0.07480524713173509, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034705497105675, "mask_rcnn/false_negative": 0.08391767075312778, "mask_rcnn/false_positive": 0.11285918057562169, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0191083941608667, "total_loss": 0.7787782130762935}
{"data_time": 0.014257849659770727, "eta_seconds": 182963.85909001343, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2449219124269426, "fast_rcnn/fg_cls_accuracy": 0.7184987631416203, "iteration": 86059, "loss_box_reg": 0.2111510867252946, "loss_cls": 0.16858683712780476, "loss_mask": 0.23758726194500923, "loss_rpn_cls": 0.030755573650822043, "loss_rpn_loc": 0.062391833402216434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925386881766592, "mask_rcnn/false_negative": 0.08362434645844186, "mask_rcnn/false_positive": 0.13048200850827757, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.987234772183001, "total_loss": 0.7357645417796448}
{"data_time": 0.01573905092664063, "eta_seconds": 182920.06734941155, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3275313772048847, "fast_rcnn/fg_cls_accuracy": 0.6343113975576662, "iteration": 86079, "loss_box_reg": 0.20060425158590078, "loss_cls": 0.18325007520616055, "loss_mask": 0.24571682699024677, "loss_rpn_cls": 0.03437953907996416, "loss_rpn_loc": 0.07406819774769247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871115574952552, "mask_rcnn/false_negative": 0.10137005514771161, "mask_rcnn/false_positive": 0.12601788327739386, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9848468480631709, "total_loss": 0.7420090320520103}
{"data_time": 0.023762215627357364, "eta_seconds": 182940.553853265, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3317605307200613, "fast_rcnn/fg_cls_accuracy": 0.6663944508297541, "iteration": 86099, "loss_box_reg": 0.2397795058786869, "loss_cls": 0.18411856750026345, "loss_mask": 0.25609955936670303, "loss_rpn_cls": 0.036120025848504156, "loss_rpn_loc": 0.07821503072045743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877117412970366, "mask_rcnn/false_negative": 0.09313626601872989, "mask_rcnn/false_positive": 0.14501184787571123, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0022096096072346, "total_loss": 0.7998007229762152}
{"data_time": 0.02194245159626007, "eta_seconds": 182978.38355680928, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3274706867671692, "fast_rcnn/fg_cls_accuracy": 0.6434722998019601, "iteration": 86119, "loss_box_reg": 0.22176392935216427, "loss_cls": 0.18269885797053576, "loss_mask": 0.2537176515907049, "loss_rpn_cls": 0.03362881322391331, "loss_rpn_loc": 0.07189693814143538, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868188677598019, "mask_rcnn/false_negative": 0.09134548792489994, "mask_rcnn/false_positive": 0.12798273128808021, "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": 1.013765349984169, "total_loss": 0.7706966598052531}
{"data_time": 0.01776446495205164, "eta_seconds": 183157.86704629194, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29619597082483173, "fast_rcnn/fg_cls_accuracy": 0.684572192513369, "iteration": 86139, "loss_box_reg": 0.2165420837700367, "loss_cls": 0.1847526067867875, "loss_mask": 0.2481704279780388, "loss_rpn_cls": 0.02992791053839028, "loss_rpn_loc": 0.0746511563193053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945572422958254, "mask_rcnn/false_negative": 0.09553464562080793, "mask_rcnn/false_positive": 0.1181249065937257, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.011789058567956, "total_loss": 0.7664796398021281}
{"data_time": 0.019155710469931364, "eta_seconds": 183226.75110395998, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27268736192148646, "fast_rcnn/fg_cls_accuracy": 0.6989138079237321, "iteration": 86159, "loss_box_reg": 0.2278502658009529, "loss_cls": 0.19953376799821854, "loss_mask": 0.2462814748287201, "loss_rpn_cls": 0.03774337819777429, "loss_rpn_loc": 0.10101109411334619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943868795246748, "mask_rcnn/false_negative": 0.08882290812739756, "mask_rcnn/false_positive": 0.1123167175246236, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0015629346016794, "total_loss": 0.8328122849343345}
{"data_time": 0.017988630570471287, "eta_seconds": 183112.79186815023, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3580939824842264, "fast_rcnn/fg_cls_accuracy": 0.6160524450744154, "iteration": 86179, "loss_box_reg": 0.21349628642201424, "loss_cls": 0.1840111631900072, "loss_mask": 0.24308482743799686, "loss_rpn_cls": 0.038735389593057334, "loss_rpn_loc": 0.08681327616795897, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884085646239382, "mask_rcnn/false_negative": 0.10356709261691, "mask_rcnn/false_positive": 0.11494732747345915, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9913539148401469, "total_loss": 0.7584427647525445}
{"data_time": 0.014498454285785556, "eta_seconds": 183125.8477490861, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3535660741058042, "fast_rcnn/fg_cls_accuracy": 0.6275796433580445, "iteration": 86199, "loss_box_reg": 0.22729085851460695, "loss_cls": 0.18830654304474592, "loss_mask": 0.2515931408852339, "loss_rpn_cls": 0.044134062714874744, "loss_rpn_loc": 0.08211364084854722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875392148201271, "mask_rcnn/false_negative": 0.1039680352212313, "mask_rcnn/false_positive": 0.1117696562506241, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0044782310724258, "total_loss": 0.7972692307084799}
{"data_time": 0.013586049433797598, "eta_seconds": 183210.40560283698, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2720056334421612, "fast_rcnn/fg_cls_accuracy": 0.6927718495934959, "iteration": 86219, "loss_box_reg": 0.22604757361114025, "loss_cls": 0.1867949515581131, "loss_mask": 0.2496742531657219, "loss_rpn_cls": 0.03737029153853655, "loss_rpn_loc": 0.07586520235054195, "lr": 0.0001, "mask_rcnn/accuracy": 0.901715261612356, "mask_rcnn/false_negative": 0.08636871671381606, "mask_rcnn/false_positive": 0.10111918641485126, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9979264489375055, "total_loss": 0.7658574527595192}
{"data_time": 0.016744780587032437, "eta_seconds": 183239.08080115914, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3054155393648192, "fast_rcnn/fg_cls_accuracy": 0.6574592768054605, "iteration": 86239, "loss_box_reg": 0.219676130451262, "loss_cls": 0.17951082065701485, "loss_mask": 0.2542369794100523, "loss_rpn_cls": 0.0356772062368691, "loss_rpn_loc": 0.07283383281901479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906124286794832, "mask_rcnn/false_negative": 0.09444292578295638, "mask_rcnn/false_positive": 0.12851255275144474, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0143255779985338, "total_loss": 0.7797583946958184}
{"data_time": 0.01753233768977225, "eta_seconds": 183242.60625733063, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.29029081749484775, "fast_rcnn/fg_cls_accuracy": 0.6936532507739939, "iteration": 86259, "loss_box_reg": 0.22471302188932896, "loss_cls": 0.18676003441214561, "loss_mask": 0.24523245356976986, "loss_rpn_cls": 0.03210026235319674, "loss_rpn_loc": 0.08686269738245755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958276919543435, "mask_rcnn/false_negative": 0.09475067233332975, "mask_rcnn/false_positive": 0.11904820810848064, "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": 1.0022510045673698, "total_loss": 0.7908831276581623}
{"data_time": 0.014723835978657007, "eta_seconds": 183263.2401564438, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.31236334343473093, "fast_rcnn/fg_cls_accuracy": 0.6787947370439986, "iteration": 86279, "loss_box_reg": 0.22010675631463528, "loss_cls": 0.18551609944552183, "loss_mask": 0.24789223819971085, "loss_rpn_cls": 0.03315621567890048, "loss_rpn_loc": 0.07191122742369771, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944823005352738, "mask_rcnn/false_negative": 0.09328598459087886, "mask_rcnn/false_positive": 0.11148627123280787, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0217005524318665, "total_loss": 0.7968663524952717}
{"data_time": 0.016346620861440897, "eta_seconds": 183179.25088796765, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3427601809954751, "fast_rcnn/fg_cls_accuracy": 0.6287078934137758, "iteration": 86299, "loss_box_reg": 0.21716146543622017, "loss_cls": 0.18755644466727972, "loss_mask": 0.25367111898958683, "loss_rpn_cls": 0.03357224370120093, "loss_rpn_loc": 0.07205965818138793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902078873411333, "mask_rcnn/false_negative": 0.09832513981670019, "mask_rcnn/false_positive": 0.12974041245701742, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9638480169232935, "total_loss": 0.7820302755571902}
{"data_time": 0.014751357026398182, "eta_seconds": 183182.7686804533, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2985004840697061, "fast_rcnn/fg_cls_accuracy": 0.6689677334888537, "iteration": 86319, "loss_box_reg": 0.21759390272200108, "loss_cls": 0.18172180093824863, "loss_mask": 0.23550243861973286, "loss_rpn_cls": 0.031238661147654057, "loss_rpn_loc": 0.07178316591307521, "lr": 0.0001, "mask_rcnn/accuracy": 0.884065861780365, "mask_rcnn/false_negative": 0.09932604011635565, "mask_rcnn/false_positive": 0.11950061277384308, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9949548374861479, "total_loss": 0.7581505975686014}
{"data_time": 0.02513605379499495, "eta_seconds": 183139.36427917331, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3632509825940483, "fast_rcnn/fg_cls_accuracy": 0.6125803464429675, "iteration": 86339, "loss_box_reg": 0.22465503215789795, "loss_cls": 0.17858306411653757, "loss_mask": 0.2385528851300478, "loss_rpn_cls": 0.02881691080983728, "loss_rpn_loc": 0.06751479033846408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951175964747052, "mask_rcnn/false_negative": 0.09674453285587037, "mask_rcnn/false_positive": 0.11138609462176711, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9724253783933818, "total_loss": 0.7673404277302325}
{"data_time": 0.014835506211966276, "eta_seconds": 183094.90987204947, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3644638461895695, "fast_rcnn/fg_cls_accuracy": 0.6220199255180316, "iteration": 86359, "loss_box_reg": 0.1973603144288063, "loss_cls": 0.1851570811122656, "loss_mask": 0.2360181976109743, "loss_rpn_cls": 0.032208660850301385, "loss_rpn_loc": 0.0660845497623086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977681369234782, "mask_rcnn/false_negative": 0.09087557145022247, "mask_rcnn/false_positive": 0.11656658556983443, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9895608173683286, "total_loss": 0.7372869191458449}
{"data_time": 0.017211540136486292, "eta_seconds": 183128.41264052317, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2836662967073622, "fast_rcnn/fg_cls_accuracy": 0.6743371562461462, "iteration": 86379, "loss_box_reg": 0.20814053155481815, "loss_cls": 0.18540563248097897, "loss_mask": 0.2495099138468504, "loss_rpn_cls": 0.03904549533035606, "loss_rpn_loc": 0.07596075825858861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815856802687836, "mask_rcnn/false_negative": 0.0922623468901281, "mask_rcnn/false_positive": 0.1268944082380273, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9982746986206621, "total_loss": 0.7728883702075109}
{"data_time": 0.02309847599826753, "eta_seconds": 182987.55168998614, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3178023161863722, "fast_rcnn/fg_cls_accuracy": 0.6169348639368626, "iteration": 86399, "loss_box_reg": 0.22395347245037556, "loss_cls": 0.18565010279417038, "loss_mask": 0.24343889206647873, "loss_rpn_cls": 0.04147624340839684, "loss_rpn_loc": 0.07118582120165229, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973707795211056, "mask_rcnn/false_negative": 0.08235113885137224, "mask_rcnn/false_positive": 0.11945312526436395, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9912241101264954, "total_loss": 0.7710179535206407}
{"data_time": 0.02200431888923049, "eta_seconds": 182904.2454657983, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35429344151453684, "fast_rcnn/fg_cls_accuracy": 0.6026314108705372, "iteration": 86419, "loss_box_reg": 0.22293238900601864, "loss_cls": 0.18824837543070316, "loss_mask": 0.2476147785782814, "loss_rpn_cls": 0.03520325489807874, "loss_rpn_loc": 0.07173620373941958, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968071440716078, "mask_rcnn/false_negative": 0.09294559987734874, "mask_rcnn/false_positive": 0.10437462703023628, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9956874256022274, "total_loss": 0.7927378009771928}
{"data_time": 0.015905152540653944, "eta_seconds": 182715.2480543591, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.28705143153258195, "fast_rcnn/fg_cls_accuracy": 0.6948276978883275, "iteration": 86439, "loss_box_reg": 0.21364136785268784, "loss_cls": 0.16486186487600207, "loss_mask": 0.24758454225957394, "loss_rpn_cls": 0.03556046856101602, "loss_rpn_loc": 0.07251184759661555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990770398001564, "mask_rcnn/false_negative": 0.0811362111874647, "mask_rcnn/false_positive": 0.11774711090669424, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9694419943261892, "total_loss": 0.7569970947224647}
{"data_time": 0.01897589210420847, "eta_seconds": 182758.61132347025, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3268336995098868, "fast_rcnn/fg_cls_accuracy": 0.6282495785065536, "iteration": 86459, "loss_box_reg": 0.2049932461231947, "loss_cls": 0.17427239939570427, "loss_mask": 0.243251645937562, "loss_rpn_cls": 0.035118931788019836, "loss_rpn_loc": 0.07304982864297926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938426101823709, "mask_rcnn/false_negative": 0.08519674314966999, "mask_rcnn/false_positive": 0.12936492118249693, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0055643087252975, "total_loss": 0.7211317890323699}
{"data_time": 0.018711820477619767, "eta_seconds": 182844.4663246721, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3017507002801121, "fast_rcnn/fg_cls_accuracy": 0.6745658263305322, "iteration": 86479, "loss_box_reg": 0.2101151328533888, "loss_cls": 0.16980981454253197, "loss_mask": 0.23879285156726837, "loss_rpn_cls": 0.03242427570512518, "loss_rpn_loc": 0.06389090965967625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942413808515319, "mask_rcnn/false_negative": 0.09344165009252209, "mask_rcnn/false_positive": 0.10472697347724257, "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": 0.9965536068193614, "total_loss": 0.7064233350101858}
{"data_time": 0.018794159404933453, "eta_seconds": 182932.79431853443, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3176799219964688, "fast_rcnn/fg_cls_accuracy": 0.6400641025641025, "iteration": 86499, "loss_box_reg": 0.22172524966299534, "loss_cls": 0.1733358995988965, "loss_mask": 0.25110541097819805, "loss_rpn_cls": 0.036421897646505386, "loss_rpn_loc": 0.07477049971930683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901042834716304, "mask_rcnn/false_negative": 0.09057336034036083, "mask_rcnn/false_positive": 0.12217124562942615, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9864893867634237, "total_loss": 0.7649847792927176}
{"data_time": 0.017496085725724697, "eta_seconds": 182927.65439459123, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3190395597310491, "fast_rcnn/fg_cls_accuracy": 0.6453252032520325, "iteration": 86519, "loss_box_reg": 0.196593401953578, "loss_cls": 0.17420789692550898, "loss_mask": 0.2482297047972679, "loss_rpn_cls": 0.0313316899118945, "loss_rpn_loc": 0.06726620101835579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901926894137713, "mask_rcnn/false_negative": 0.09832574042467797, "mask_rcnn/false_positive": 0.1196386788931848, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.972904642811045, "total_loss": 0.7246676475042477}
{"data_time": 0.016354243038222194, "eta_seconds": 182963.3642319031, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2984268707482993, "fast_rcnn/fg_cls_accuracy": 0.6748697682773487, "iteration": 86539, "loss_box_reg": 0.21911995578557253, "loss_cls": 0.17643557116389275, "loss_mask": 0.24366561137139797, "loss_rpn_cls": 0.035858723102137446, "loss_rpn_loc": 0.07513977587223053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984325053022107, "mask_rcnn/false_negative": 0.08837059664020788, "mask_rcnn/false_positive": 0.11729137261267462, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0065604948904365, "total_loss": 0.7630316824652255}
{"data_time": 0.018238119781017303, "eta_seconds": 182919.9879308045, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2969760981281453, "fast_rcnn/fg_cls_accuracy": 0.6663886019967691, "iteration": 86559, "loss_box_reg": 0.22332939133048058, "loss_cls": 0.19141527451574802, "loss_mask": 0.25180502980947495, "loss_rpn_cls": 0.04798948857933283, "loss_rpn_loc": 0.08334348117932677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933861824785739, "mask_rcnn/false_negative": 0.09176360238529044, "mask_rcnn/false_positive": 0.11503420640113607, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9761203231755644, "total_loss": 0.8219772026641294}
{"data_time": 0.01989969192072749, "eta_seconds": 183023.77583212685, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.3235844597788071, "fast_rcnn/fg_cls_accuracy": 0.6316124591292376, "iteration": 86579, "loss_box_reg": 0.21747060865163803, "loss_cls": 0.17596342414617538, "loss_mask": 0.25315926782786846, "loss_rpn_cls": 0.03144438401795924, "loss_rpn_loc": 0.07556798309087753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922579801151229, "mask_rcnn/false_negative": 0.10201589553907936, "mask_rcnn/false_positive": 0.12852090156871737, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9821420584339648, "total_loss": 0.7580737087409943}
{"data_time": 0.016046519624069333, "eta_seconds": 183149.10936625674, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3157646486009464, "fast_rcnn/fg_cls_accuracy": 0.658102947217869, "iteration": 86599, "loss_box_reg": 0.2142955455929041, "loss_cls": 0.1793066281825304, "loss_mask": 0.24190421029925346, "loss_rpn_cls": 0.03319560829550028, "loss_rpn_loc": 0.07954576588235795, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883204738950795, "mask_rcnn/false_negative": 0.08639594846796911, "mask_rcnn/false_positive": 0.13394555857127888, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0155753106810153, "total_loss": 0.7631831550970674}
{"data_time": 0.025258593494072556, "eta_seconds": 183100.63720777165, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3550834780930322, "fast_rcnn/fg_cls_accuracy": 0.6160890893266873, "iteration": 86619, "loss_box_reg": 0.22841629572212696, "loss_cls": 0.1970288660377264, "loss_mask": 0.25034680031239986, "loss_rpn_cls": 0.03576784173492342, "loss_rpn_loc": 0.0821911038365215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902927024468323, "mask_rcnn/false_negative": 0.09895955519441474, "mask_rcnn/false_positive": 0.11054285950781859, "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": 1.012986778980121, "total_loss": 0.7855143595952541}
{"data_time": 0.019546382362022996, "eta_seconds": 183058.42822261155, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2859250936329588, "fast_rcnn/fg_cls_accuracy": 0.6994634520242491, "iteration": 86639, "loss_box_reg": 0.22056395560503006, "loss_cls": 0.1761503117159009, "loss_mask": 0.23937109485268593, "loss_rpn_cls": 0.03134018136188388, "loss_rpn_loc": 0.060540066566318274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885115092548648, "mask_rcnn/false_negative": 0.10796625620105019, "mask_rcnn/false_positive": 0.12447591338742238, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.989803905133158, "total_loss": 0.7398951337381732}
{"data_time": 0.016990282805636525, "eta_seconds": 183089.1914460715, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.33397439445090116, "fast_rcnn/fg_cls_accuracy": 0.6513809523809524, "iteration": 86659, "loss_box_reg": 0.2269855523481965, "loss_cls": 0.1799342455342412, "loss_mask": 0.24380229972302914, "loss_rpn_cls": 0.033447580644860864, "loss_rpn_loc": 0.0695485332980752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924978542391451, "mask_rcnn/false_negative": 0.08945385578860149, "mask_rcnn/false_positive": 0.12838614695482223, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9878130399156362, "total_loss": 0.750799204222858}
{"data_time": 0.015216124011203647, "eta_seconds": 183042.0009353757, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.33880275624461675, "fast_rcnn/fg_cls_accuracy": 0.6277610197528461, "iteration": 86679, "loss_box_reg": 0.21800926513969898, "loss_cls": 0.18999614287167788, "loss_mask": 0.24029836803674698, "loss_rpn_cls": 0.0398309234296903, "loss_rpn_loc": 0.07964797876775265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892267887955412, "mask_rcnn/false_negative": 0.09976450185190974, "mask_rcnn/false_positive": 0.12583708992143053, "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": 0.9832140556536615, "total_loss": 0.7995267926598899}
{"data_time": 0.018712935969233513, "eta_seconds": 183003.74102897476, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2584615864240509, "fast_rcnn/fg_cls_accuracy": 0.7124307641147679, "iteration": 86699, "loss_box_reg": 0.22874302696436644, "loss_cls": 0.1724213156849146, "loss_mask": 0.24987380392849445, "loss_rpn_cls": 0.03928629867732525, "loss_rpn_loc": 0.06932995584793389, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920300875366869, "mask_rcnn/false_negative": 0.09168698226687996, "mask_rcnn/false_positive": 0.12311313138943496, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.991117108380422, "total_loss": 0.7850520288338885}
{"data_time": 0.016776696546003222, "eta_seconds": 182983.77335401252, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33748195408187026, "fast_rcnn/fg_cls_accuracy": 0.6502320419693302, "iteration": 86719, "loss_box_reg": 0.2154937218874693, "loss_cls": 0.18150791339576244, "loss_mask": 0.25240740180015564, "loss_rpn_cls": 0.030312476446852088, "loss_rpn_loc": 0.0640684466343373, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030887969805863, "mask_rcnn/false_negative": 0.09892668958574483, "mask_rcnn/false_positive": 0.09796228747564623, "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": 1.013825113652274, "total_loss": 0.7528665540739894}
{"data_time": 0.015858326805755496, "eta_seconds": 182963.80567905027, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.34704745198417675, "fast_rcnn/fg_cls_accuracy": 0.6107786698985003, "iteration": 86739, "loss_box_reg": 0.21835677605122328, "loss_cls": 0.1825640182942152, "loss_mask": 0.248408455401659, "loss_rpn_cls": 0.03604890615679324, "loss_rpn_loc": 0.08187994733452797, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938053839957036, "mask_rcnn/false_negative": 0.09478101313793767, "mask_rcnn/false_positive": 0.12848500969240734, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0157469199039042, "total_loss": 0.7647810059133917}
{"data_time": 0.017842026660218835, "eta_seconds": 182948.89939167537, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31789594053744996, "fast_rcnn/fg_cls_accuracy": 0.6603413510010082, "iteration": 86759, "loss_box_reg": 0.22487979009747505, "loss_cls": 0.1817396692931652, "loss_mask": 0.24540786258876324, "loss_rpn_cls": 0.031019206973724067, "loss_rpn_loc": 0.07376337563619018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942116428322657, "mask_rcnn/false_negative": 0.0884713443512236, "mask_rcnn/false_positive": 0.12540436453450354, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.02257034718059, "total_loss": 0.7637941709253937}
{"data_time": 0.015275831567123532, "eta_seconds": 182824.20787243638, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3160968052142323, "fast_rcnn/fg_cls_accuracy": 0.6618176417138464, "iteration": 86779, "loss_box_reg": 0.23183129914104939, "loss_cls": 0.20018167793750763, "loss_mask": 0.23879101127386093, "loss_rpn_cls": 0.03341208538040519, "loss_rpn_loc": 0.06753119663335383, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962047432803515, "mask_rcnn/false_negative": 0.0912666183154316, "mask_rcnn/false_positive": 0.12284410316098149, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9791282105725259, "total_loss": 0.7555879885330796}
{"data_time": 0.015686808386817575, "eta_seconds": 182902.48016677797, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34520859590284747, "fast_rcnn/fg_cls_accuracy": 0.6202323026212526, "iteration": 86799, "loss_box_reg": 0.23419641144573689, "loss_cls": 0.19918600283563137, "loss_mask": 0.2397231850773096, "loss_rpn_cls": 0.03744185477262363, "loss_rpn_loc": 0.08082611788995564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961308504439265, "mask_rcnn/false_negative": 0.09400292531197887, "mask_rcnn/false_positive": 0.1040009857950969, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0072809346020222, "total_loss": 0.8069637909065932}
{"data_time": 0.019244930474087596, "eta_seconds": 182838.6851655878, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.33982013011863754, "fast_rcnn/fg_cls_accuracy": 0.620899854862119, "iteration": 86819, "loss_box_reg": 0.23468422703444958, "loss_cls": 0.18810785748064518, "loss_mask": 0.2449692152440548, "loss_rpn_cls": 0.03778907982632518, "loss_rpn_loc": 0.06599586550146341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934933950013626, "mask_rcnn/false_negative": 0.09840818203536492, "mask_rcnn/false_positive": 0.10988361784854718, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.976262029260397, "total_loss": 0.8040128496941179}
{"data_time": 0.02316765021532774, "eta_seconds": 182593.8452718407, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30773087861098636, "fast_rcnn/fg_cls_accuracy": 0.6556982343499198, "iteration": 86839, "loss_box_reg": 0.21532529219985008, "loss_cls": 0.18458983395248652, "loss_mask": 0.2467348463833332, "loss_rpn_cls": 0.0387029746780172, "loss_rpn_loc": 0.07834828738123178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835852421325673, "mask_rcnn/false_negative": 0.0955334609951223, "mask_rcnn/false_positive": 0.13280216177690257, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9783578249625862, "total_loss": 0.7845190244261175}
{"data_time": 0.016915985150262713, "eta_seconds": 182684.68213722575, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.35078431372549024, "fast_rcnn/fg_cls_accuracy": 0.5852586206896552, "iteration": 86859, "loss_box_reg": 0.21858365833759308, "loss_cls": 0.18680901173502207, "loss_mask": 0.24287457764148712, "loss_rpn_cls": 0.03632396273314953, "loss_rpn_loc": 0.07016105274669826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931129598051881, "mask_rcnn/false_negative": 0.09390777706761652, "mask_rcnn/false_positive": 0.12212278464933457, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0055184620432556, "total_loss": 0.7798045969102532}
{"data_time": 0.016664652386680245, "eta_seconds": 182724.42389259115, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3084890169053516, "fast_rcnn/fg_cls_accuracy": 0.6447601124614547, "iteration": 86879, "loss_box_reg": 0.23713059350848198, "loss_cls": 0.20341421011835337, "loss_mask": 0.2489524781703949, "loss_rpn_cls": 0.035273037385195494, "loss_rpn_loc": 0.07184665277600288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928470951663461, "mask_rcnn/false_negative": 0.09153659166225334, "mask_rcnn/false_positive": 0.11042244719452107, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0144488769583404, "total_loss": 0.7669290931662545}
{"data_time": 0.016895817825570703, "eta_seconds": 182682.06840325147, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3255121638924456, "fast_rcnn/fg_cls_accuracy": 0.6229012345679013, "iteration": 86899, "loss_box_reg": 0.2338914731517434, "loss_cls": 0.20257730316370726, "loss_mask": 0.24887414649128914, "loss_rpn_cls": 0.03353350004181266, "loss_rpn_loc": 0.08597348467446864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8800947997399264, "mask_rcnn/false_negative": 0.0909916510388156, "mask_rcnn/false_positive": 0.1289099787534377, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.001291876891628, "total_loss": 0.7852642898214981}
{"data_time": 0.018639690475538373, "eta_seconds": 182571.6869776789, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.34805964052287586, "fast_rcnn/fg_cls_accuracy": 0.6484327064158997, "iteration": 86919, "loss_box_reg": 0.22158403787761927, "loss_cls": 0.18829490430653095, "loss_mask": 0.2511065900325775, "loss_rpn_cls": 0.0371130604762584, "loss_rpn_loc": 0.07206151203718036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864546743826618, "mask_rcnn/false_negative": 0.08944211356478116, "mask_rcnn/false_positive": 0.12159855122014704, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9995812724810094, "total_loss": 0.7577207796275616}
{"data_time": 0.014809451764449477, "eta_seconds": 182568.76755734906, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3085576136435149, "fast_rcnn/fg_cls_accuracy": 0.655477918690931, "iteration": 86939, "loss_box_reg": 0.21980582643300295, "loss_cls": 0.19310305081307888, "loss_mask": 0.2344841379672289, "loss_rpn_cls": 0.03497661976143718, "loss_rpn_loc": 0.07571974629536271, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028356769537084, "mask_rcnn/false_negative": 0.09625823460379104, "mask_rcnn/false_positive": 0.10837812394248385, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.004796410445124, "total_loss": 0.7538953642360866}
{"data_time": 0.016952436417341232, "eta_seconds": 182734.5479375124, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2622033898305085, "fast_rcnn/fg_cls_accuracy": 0.732391595183757, "iteration": 86959, "loss_box_reg": 0.23466797871515155, "loss_cls": 0.1866870424710214, "loss_mask": 0.2441732231527567, "loss_rpn_cls": 0.03438152535818517, "loss_rpn_loc": 0.0781390325864777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969684228806193, "mask_rcnn/false_negative": 0.08228976858300839, "mask_rcnn/false_positive": 0.1091136022671643, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0367862177081406, "total_loss": 0.7962235088925809}
{"data_time": 0.01578805036842823, "eta_seconds": 182722.7724897582, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.29064532829135437, "fast_rcnn/fg_cls_accuracy": 0.6694439632773255, "iteration": 86979, "loss_box_reg": 0.2197645753622055, "loss_cls": 0.193266280926764, "loss_mask": 0.24015182442963123, "loss_rpn_cls": 0.03184660291299224, "loss_rpn_loc": 0.0807751421816647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917042150497139, "mask_rcnn/false_negative": 0.09888531472586778, "mask_rcnn/false_positive": 0.11199626558559536, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9805054627358913, "total_loss": 0.7641775831580162}
{"data_time": 0.015221670037135482, "eta_seconds": 182771.2523911614, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2922764227642276, "fast_rcnn/fg_cls_accuracy": 0.6442446856625961, "iteration": 86999, "loss_box_reg": 0.24364930391311646, "loss_cls": 0.19846419338136911, "loss_mask": 0.2400468122214079, "loss_rpn_cls": 0.03491823881631717, "loss_rpn_loc": 0.07477243331959471, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947071274563893, "mask_rcnn/false_negative": 0.09799982799679072, "mask_rcnn/false_positive": 0.11414006291952412, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.004743781639263, "total_loss": 0.8059112827759236}
{"data_time": 0.020742067601531744, "eta_seconds": 182689.31243554223, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.32125908833645345, "fast_rcnn/fg_cls_accuracy": 0.6396323275774607, "iteration": 87019, "loss_box_reg": 0.21372707653790712, "loss_cls": 0.18676750548183918, "loss_mask": 0.2353035993874073, "loss_rpn_cls": 0.03334025002550334, "loss_rpn_loc": 0.06451599695719779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975491290563521, "mask_rcnn/false_negative": 0.08117477396960847, "mask_rcnn/false_positive": 0.10379768360667375, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9841675956267864, "total_loss": 0.7453581569716334}
{"data_time": 0.017556244740262628, "eta_seconds": 182654.68143928796, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3065204342606608, "fast_rcnn/fg_cls_accuracy": 0.6631534708945876, "iteration": 87039, "loss_box_reg": 0.20908222906291485, "loss_cls": 0.1780681572854519, "loss_mask": 0.24582982249557972, "loss_rpn_cls": 0.036949422443285584, "loss_rpn_loc": 0.07654826482757926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950515667094964, "mask_rcnn/false_negative": 0.09971768413556759, "mask_rcnn/false_positive": 0.11304453648824453, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.026431129546836, "total_loss": 0.7663218313537072}
{"data_time": 0.017337236320599914, "eta_seconds": 182649.37598075252, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31274942123249916, "fast_rcnn/fg_cls_accuracy": 0.6425731155216636, "iteration": 87059, "loss_box_reg": 0.22251465171575546, "loss_cls": 0.18266148306429386, "loss_mask": 0.24536963924765587, "loss_rpn_cls": 0.037206156412139535, "loss_rpn_loc": 0.08164635160937905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860636801182632, "mask_rcnn/false_negative": 0.07849939221976629, "mask_rcnn/false_positive": 0.12928536240461075, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9681854429654777, "total_loss": 0.7609091844642535}
{"data_time": 0.015189519617706537, "eta_seconds": 182657.8357820958, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3308965326006126, "fast_rcnn/fg_cls_accuracy": 0.6565686484578832, "iteration": 87079, "loss_box_reg": 0.2083920892328024, "loss_cls": 0.17925194650888443, "loss_mask": 0.2359890528023243, "loss_rpn_cls": 0.03426708257757127, "loss_rpn_loc": 0.0643334852065891, "lr": 0.0001, "mask_rcnn/accuracy": 0.887682412372462, "mask_rcnn/false_negative": 0.09160023147083766, "mask_rcnn/false_positive": 0.13888724703011077, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0013590960297734, "total_loss": 0.7654125026892871}
{"data_time": 0.01460661762394011, "eta_seconds": 182671.37738985475, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.30584202143881806, "fast_rcnn/fg_cls_accuracy": 0.6695036915504512, "iteration": 87099, "loss_box_reg": 0.2410921584814787, "loss_cls": 0.19511823821812868, "loss_mask": 0.24162996280938387, "loss_rpn_cls": 0.03489666956011206, "loss_rpn_loc": 0.08162587112747133, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924265910347731, "mask_rcnn/false_negative": 0.09952424375808458, "mask_rcnn/false_positive": 0.11546356889646275, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.00495426915586, "total_loss": 0.7803539901506156}
{"data_time": 0.014945367584004998, "eta_seconds": 182513.8896338269, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3452116988702355, "fast_rcnn/fg_cls_accuracy": 0.6416494720233038, "iteration": 87119, "loss_box_reg": 0.23625673819333315, "loss_cls": 0.19374304823577404, "loss_mask": 0.24461566098034382, "loss_rpn_cls": 0.04059004387818277, "loss_rpn_loc": 0.08649641601368785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828893587510191, "mask_rcnn/false_negative": 0.10172748915930488, "mask_rcnn/false_positive": 0.1140383387176202, "roi_head/num_bg_samples": 422.375, "roi_head/num_fg_samples": 89.625, "rpn/num_neg_anchors": 207.625, "rpn/num_pos_anchors": 48.375, "time": 0.9764731242321432, "total_loss": 0.7986572508234531}
{"data_time": 0.015518862754106522, "eta_seconds": 182327.58834835142, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.29211587825449215, "fast_rcnn/fg_cls_accuracy": 0.6833427245163541, "iteration": 87139, "loss_box_reg": 0.2074705082923174, "loss_cls": 0.17970505356788635, "loss_mask": 0.24117607064545155, "loss_rpn_cls": 0.034602159168571234, "loss_rpn_loc": 0.067956424318254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890738874596436, "mask_rcnn/false_negative": 0.09902353833010735, "mask_rcnn/false_positive": 0.12383747582586249, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9915529368445277, "total_loss": 0.7238831110298634}
{"data_time": 0.019375855335965753, "eta_seconds": 182337.8115783166, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.33718266253869966, "fast_rcnn/fg_cls_accuracy": 0.613030303030303, "iteration": 87159, "loss_box_reg": 0.22541051916778088, "loss_cls": 0.1874325331300497, "loss_mask": 0.2393703293055296, "loss_rpn_cls": 0.03503580822143704, "loss_rpn_loc": 0.08384085074067116, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966664090123131, "mask_rcnn/false_negative": 0.06531330290658469, "mask_rcnn/false_positive": 0.13565201994886628, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.006257218774408, "total_loss": 0.7743189790053293}
{"data_time": 0.015270492760464549, "eta_seconds": 182365.4777128296, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.32315993359158823, "fast_rcnn/fg_cls_accuracy": 0.641529304029304, "iteration": 87179, "loss_box_reg": 0.21801711805164814, "loss_cls": 0.17997286282479763, "loss_mask": 0.24919908493757248, "loss_rpn_cls": 0.037096024432685226, "loss_rpn_loc": 0.06651050364598632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933404790321791, "mask_rcnn/false_negative": 0.09645466878819642, "mask_rcnn/false_positive": 0.11708053411665453, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9949730020016432, "total_loss": 0.778939557261765}
{"data_time": 0.01962479599751532, "eta_seconds": 182250.65879151225, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3034930586654725, "fast_rcnn/fg_cls_accuracy": 0.6805417185554172, "iteration": 87199, "loss_box_reg": 0.20127936266362667, "loss_cls": 0.15858889184892178, "loss_mask": 0.24882341362535954, "loss_rpn_cls": 0.031140459090238437, "loss_rpn_loc": 0.07314110966399312, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844724050463575, "mask_rcnn/false_negative": 0.10584963710130008, "mask_rcnn/false_positive": 0.13175441327797466, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.989205154357478, "total_loss": 0.7368920104345307}
{"data_time": 0.014083465561270714, "eta_seconds": 182193.83365218528, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32244556113902845, "fast_rcnn/fg_cls_accuracy": 0.6634393465699835, "iteration": 87219, "loss_box_reg": 0.21258494071662426, "loss_cls": 0.18059457652270794, "loss_mask": 0.23926117457449436, "loss_rpn_cls": 0.03470814519096166, "loss_rpn_loc": 0.08335622400045395, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030058275384318, "mask_rcnn/false_negative": 0.08228337858188647, "mask_rcnn/false_positive": 0.11924911238909741, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9774567354470491, "total_loss": 0.7419575990643352}
{"data_time": 0.02163316891528666, "eta_seconds": 182002.97869945876, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3020110465939669, "fast_rcnn/fg_cls_accuracy": 0.6408880666049954, "iteration": 87239, "loss_box_reg": 0.20433565229177475, "loss_cls": 0.1644761562347412, "loss_mask": 0.2433361168950796, "loss_rpn_cls": 0.03590963454917073, "loss_rpn_loc": 0.08350455667823553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929149509927318, "mask_rcnn/false_negative": 0.09261527481277065, "mask_rcnn/false_positive": 0.1242658590713036, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9808115961495787, "total_loss": 0.7341252143960446}
{"data_time": 0.021000418346375227, "eta_seconds": 181816.87205378432, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3555900621118012, "fast_rcnn/fg_cls_accuracy": 0.6081965394853593, "iteration": 87259, "loss_box_reg": 0.23184016533195972, "loss_cls": 0.18426169268786907, "loss_mask": 0.24867487512528896, "loss_rpn_cls": 0.04186609003227204, "loss_rpn_loc": 0.08073557983152568, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877754392279891, "mask_rcnn/false_negative": 0.08788093274528956, "mask_rcnn/false_positive": 0.13055786736200553, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9539918049704283, "total_loss": 0.800436006160453}
{"data_time": 0.021327082067728043, "eta_seconds": 181695.71012429893, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3655408896613275, "fast_rcnn/fg_cls_accuracy": 0.6206208723054746, "iteration": 87279, "loss_box_reg": 0.22124261874705553, "loss_cls": 0.17847405327484012, "loss_mask": 0.24991690553724766, "loss_rpn_cls": 0.02715559070929885, "loss_rpn_loc": 0.06292275129817426, "lr": 0.0001, "mask_rcnn/accuracy": 0.892133310244307, "mask_rcnn/false_negative": 0.08873443703252287, "mask_rcnn/false_positive": 0.1291513100771261, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9935252878349274, "total_loss": 0.7978854613611475}
{"data_time": 0.02406031498685479, "eta_seconds": 181777.0741174696, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32336394836394833, "fast_rcnn/fg_cls_accuracy": 0.652987987987988, "iteration": 87299, "loss_box_reg": 0.22417615912854671, "loss_cls": 0.19103468861430883, "loss_mask": 0.2475010734051466, "loss_rpn_cls": 0.035374833503738046, "loss_rpn_loc": 0.07585752318846062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903787878787879, "mask_rcnn/false_negative": 0.09078713898059766, "mask_rcnn/false_positive": 0.1139590235334694, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0098771054763347, "total_loss": 0.786462411750108}
{"data_time": 0.023312710924074054, "eta_seconds": 181684.2811485473, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.28406187908032926, "fast_rcnn/fg_cls_accuracy": 0.6740869289451894, "iteration": 87319, "loss_box_reg": 0.2025316311046481, "loss_cls": 0.17196137411519885, "loss_mask": 0.2391483336687088, "loss_rpn_cls": 0.030273179872892797, "loss_rpn_loc": 0.05348465917631984, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003153571572017, "mask_rcnn/false_negative": 0.0910827978095415, "mask_rcnn/false_positive": 0.10556481268973907, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 238.125, "rpn/num_pos_anchors": 17.875, "time": 0.9875193031039089, "total_loss": 0.7211187095963396}
{"data_time": 0.017203038092702627, "eta_seconds": 181636.04647167493, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3248974709501026, "fast_rcnn/fg_cls_accuracy": 0.6440744313495226, "iteration": 87339, "loss_box_reg": 0.2260393649339676, "loss_cls": 0.1801921660080552, "loss_mask": 0.238660030066967, "loss_rpn_cls": 0.03190736140822992, "loss_rpn_loc": 0.06922732474049553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838920814859071, "mask_rcnn/false_negative": 0.09544100459706864, "mask_rcnn/false_positive": 0.13458572633804528, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.972105550346896, "total_loss": 0.7624665553448722}
{"data_time": 0.021296413149684668, "eta_seconds": 181673.63713011146, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3370316538801398, "fast_rcnn/fg_cls_accuracy": 0.6218270906473367, "iteration": 87359, "loss_box_reg": 0.2512752301990986, "loss_cls": 0.21711333096027374, "loss_mask": 0.2442503422498703, "loss_rpn_cls": 0.0422323290258646, "loss_rpn_loc": 0.07420708192512393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921036680875447, "mask_rcnn/false_negative": 0.0981373902229444, "mask_rcnn/false_positive": 0.11546458804544278, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9865156612358987, "total_loss": 0.8452732891310006}
{"data_time": 0.015945378225296736, "eta_seconds": 181624.6081856126, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.31403840321037774, "fast_rcnn/fg_cls_accuracy": 0.6208168790457191, "iteration": 87379, "loss_box_reg": 0.22476068511605263, "loss_cls": 0.19736015610396862, "loss_mask": 0.24776913970708847, "loss_rpn_cls": 0.04211356770247221, "loss_rpn_loc": 0.06868282286450267, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015906034659538, "mask_rcnn/false_negative": 0.09694521703134298, "mask_rcnn/false_positive": 0.10114977393207761, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9871673157904297, "total_loss": 0.7836381811648607}
{"data_time": 0.01976283616386354, "eta_seconds": 181534.50855766423, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3311728751009111, "fast_rcnn/fg_cls_accuracy": 0.6303321911484088, "iteration": 87399, "loss_box_reg": 0.23546180874109268, "loss_cls": 0.19059144239872694, "loss_mask": 0.23921483010053635, "loss_rpn_cls": 0.030126309779006988, "loss_rpn_loc": 0.06380011234432459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972565160170616, "mask_rcnn/false_negative": 0.08828596404444451, "mask_rcnn/false_positive": 0.13255595925480984, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9824535348452628, "total_loss": 0.7645897027105093}
{"data_time": 0.029888971243053675, "eta_seconds": 181556.49493484292, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3476037634916139, "fast_rcnn/fg_cls_accuracy": 0.6050420957678719, "iteration": 87419, "loss_box_reg": 0.2316118534654379, "loss_cls": 0.18028297647833824, "loss_mask": 0.2425128985196352, "loss_rpn_cls": 0.036588874412700534, "loss_rpn_loc": 0.0743984894361347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934796848841471, "mask_rcnn/false_negative": 0.09070349717830421, "mask_rcnn/false_positive": 0.11538599060381075, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9973718230612576, "total_loss": 0.7455001757480204}
{"data_time": 0.015255667036399245, "eta_seconds": 181674.9873091653, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.28158129673027565, "fast_rcnn/fg_cls_accuracy": 0.6621621621621622, "iteration": 87439, "loss_box_reg": 0.23825719766318798, "loss_cls": 0.1840272732079029, "loss_mask": 0.2408944834023714, "loss_rpn_cls": 0.03901689010672271, "loss_rpn_loc": 0.08321004977915436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874893707482994, "mask_rcnn/false_negative": 0.0955618763084496, "mask_rcnn/false_positive": 0.12237432296194914, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.007942252093926, "total_loss": 0.7924783035414293}
{"data_time": 0.015940163051709533, "eta_seconds": 181572.68988416065, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.31102231102231104, "fast_rcnn/fg_cls_accuracy": 0.6328589443343542, "iteration": 87459, "loss_box_reg": 0.22195344232022762, "loss_cls": 0.18339700810611248, "loss_mask": 0.24557363614439964, "loss_rpn_cls": 0.036100918892771006, "loss_rpn_loc": 0.0760617412161082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986511589296867, "mask_rcnn/false_negative": 0.08155592002601164, "mask_rcnn/false_positive": 0.11858189177714434, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9821674020495266, "total_loss": 0.7895593025605194}
{"data_time": 0.019933448173105717, "eta_seconds": 181321.98067786172, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.31000883011273794, "fast_rcnn/fg_cls_accuracy": 0.6139826535396156, "iteration": 87479, "loss_box_reg": 0.20823905244469643, "loss_cls": 0.19667991250753403, "loss_mask": 0.24896924942731857, "loss_rpn_cls": 0.03478898148750886, "loss_rpn_loc": 0.06126595428213477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950928997224441, "mask_rcnn/false_negative": 0.09741162508242153, "mask_rcnn/false_positive": 0.12063254868709947, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9559084256179631, "total_loss": 0.7728570507606491}
{"data_time": 0.012570145074278116, "eta_seconds": 181302.1119532641, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29204431717081847, "fast_rcnn/fg_cls_accuracy": 0.681587166846235, "iteration": 87499, "loss_box_reg": 0.20972574315965176, "loss_cls": 0.1689080698415637, "loss_mask": 0.24540858902037144, "loss_rpn_cls": 0.03223204193636775, "loss_rpn_loc": 0.05698460328858346, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072160933092553, "mask_rcnn/false_negative": 0.07456752210139783, "mask_rcnn/false_positive": 0.11761117862577161, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.972952630603686, "total_loss": 0.6915326734306291}
{"data_time": 0.014969490002840757, "eta_seconds": 181282.24322866648, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3339639549935278, "fast_rcnn/fg_cls_accuracy": 0.632032261276511, "iteration": 87519, "loss_box_reg": 0.21431394293904305, "loss_cls": 0.17778166476637125, "loss_mask": 0.23226316645741463, "loss_rpn_cls": 0.03542363713495433, "loss_rpn_loc": 0.07512191287241876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840851096981519, "mask_rcnn/false_negative": 0.10756253154281581, "mask_rcnn/false_positive": 0.118565596304945, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9905515182763338, "total_loss": 0.7507248476613313}
{"data_time": 0.014921233057975769, "eta_seconds": 181244.5590079995, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3397119023712057, "fast_rcnn/fg_cls_accuracy": 0.6310623216964206, "iteration": 87539, "loss_box_reg": 0.21512039564549923, "loss_cls": 0.17639398574829102, "loss_mask": 0.24679972976446152, "loss_rpn_cls": 0.03489268745761365, "loss_rpn_loc": 0.08119412325322628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952112230753306, "mask_rcnn/false_negative": 0.09523216403128937, "mask_rcnn/false_positive": 0.11647256062257477, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.02003626502119, "total_loss": 0.7870879278052598}
{"data_time": 0.01591925206594169, "eta_seconds": 181280.97725255415, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3603729603729604, "fast_rcnn/fg_cls_accuracy": 0.6218006286484059, "iteration": 87559, "loss_box_reg": 0.21828947868198156, "loss_cls": 0.18066603690385818, "loss_mask": 0.23711844347417355, "loss_rpn_cls": 0.036979202064685524, "loss_rpn_loc": 0.0712819704785943, "lr": 0.0001, "mask_rcnn/accuracy": 0.900970148697777, "mask_rcnn/false_negative": 0.0930054941031905, "mask_rcnn/false_positive": 0.10694694005350462, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.003894975176081, "total_loss": 0.7723648035898805}
{"data_time": 0.014397980878129601, "eta_seconds": 181138.34036460146, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.33003926701570685, "fast_rcnn/fg_cls_accuracy": 0.6162730039124764, "iteration": 87579, "loss_box_reg": 0.21227183006703854, "loss_cls": 0.18400517478585243, "loss_mask": 0.24208380468189716, "loss_rpn_cls": 0.03403130604419857, "loss_rpn_loc": 0.056681140791624784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903895008941953, "mask_rcnn/false_negative": 0.10276839025151877, "mask_rcnn/false_positive": 0.11448673852785285, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9373074090108275, "total_loss": 0.7481811629841104}
{"data_time": 0.01730500813573599, "eta_seconds": 181118.4808820486, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.34492735779364686, "fast_rcnn/fg_cls_accuracy": 0.6395177407201127, "iteration": 87599, "loss_box_reg": 0.22078869212418795, "loss_cls": 0.18186546862125397, "loss_mask": 0.23934833891689777, "loss_rpn_cls": 0.03446003075805493, "loss_rpn_loc": 0.06605254928581417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972026248938384, "mask_rcnn/false_negative": 0.08725368156730096, "mask_rcnn/false_positive": 0.11875423857811981, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9947459094692022, "total_loss": 0.7606088850880042}
{"data_time": 0.018390943529084325, "eta_seconds": 181001.38621647377, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27324745687748786, "fast_rcnn/fg_cls_accuracy": 0.693723652531663, "iteration": 87619, "loss_box_reg": 0.22328109294176102, "loss_cls": 0.18261552974581718, "loss_mask": 0.2474401667714119, "loss_rpn_cls": 0.032338187796995044, "loss_rpn_loc": 0.0780109716579318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893517932282884, "mask_rcnn/false_negative": 0.10081139520817828, "mask_rcnn/false_positive": 0.11525084546341602, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9907426056452096, "total_loss": 0.7543426012271084}
{"data_time": 0.013580587459728122, "eta_seconds": 181043.21592468768, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3714250700280112, "fast_rcnn/fg_cls_accuracy": 0.5882801418439716, "iteration": 87639, "loss_box_reg": 0.24176380224525928, "loss_cls": 0.21640660520642996, "loss_mask": 0.2530078049749136, "loss_rpn_cls": 0.03684326936490834, "loss_rpn_loc": 0.07716417498886585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914843898085549, "mask_rcnn/false_negative": 0.09380418871589982, "mask_rcnn/false_positive": 0.1197206894611796, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9946749994996935, "total_loss": 0.8259207349037752}
{"data_time": 0.014508055988699198, "eta_seconds": 180961.68857721146, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.30893340117291057, "fast_rcnn/fg_cls_accuracy": 0.6605297357509747, "iteration": 87659, "loss_box_reg": 0.22905468195676804, "loss_cls": 0.19680621847510338, "loss_mask": 0.23635418340563774, "loss_rpn_cls": 0.03544156800489873, "loss_rpn_loc": 0.07206879323348403, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016965177679463, "mask_rcnn/false_negative": 0.1045005715826661, "mask_rcnn/false_positive": 0.10154483727722756, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9872929903212935, "total_loss": 0.7562937387265265}
{"data_time": 0.01392851467244327, "eta_seconds": 181161.73960033804, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2765205091937765, "fast_rcnn/fg_cls_accuracy": 0.6750765209231664, "iteration": 87679, "loss_box_reg": 0.23589610401540995, "loss_cls": 0.18501229770481586, "loss_mask": 0.23078669607639313, "loss_rpn_cls": 0.03286257735453546, "loss_rpn_loc": 0.0683005052851513, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910769381514878, "mask_rcnn/false_negative": 0.08804567663613075, "mask_rcnn/false_positive": 0.12215382436107683, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0177562821190804, "total_loss": 0.7797493246616796}
{"data_time": 0.015886205481365323, "eta_seconds": 181181.10712759662, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2810359589041096, "fast_rcnn/fg_cls_accuracy": 0.6858861680203661, "iteration": 87699, "loss_box_reg": 0.2260536290705204, "loss_cls": 0.18235484790056944, "loss_mask": 0.25495094433426857, "loss_rpn_cls": 0.037360532907769084, "loss_rpn_loc": 0.07922626618528739, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994810047728166, "mask_rcnn/false_negative": 0.08564328562694912, "mask_rcnn/false_positive": 0.10472010115187742, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9913540845736861, "total_loss": 0.7714553743135184}
{"data_time": 0.01552637480199337, "eta_seconds": 181020.03692429513, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3243589743589743, "fast_rcnn/fg_cls_accuracy": 0.6456055681407794, "iteration": 87719, "loss_box_reg": 0.21098912600427866, "loss_cls": 0.17896249517798424, "loss_mask": 0.2322187526151538, "loss_rpn_cls": 0.031889377045445144, "loss_rpn_loc": 0.06621522223576903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959192274562173, "mask_rcnn/false_negative": 0.09589784074549751, "mask_rcnn/false_positive": 0.1113745130338489, "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": 0.9790335644502193, "total_loss": 0.7350599961355329}
{"data_time": 0.016002601012587547, "eta_seconds": 181036.97902653832, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34026496459987127, "fast_rcnn/fg_cls_accuracy": 0.6292018701704801, "iteration": 87739, "loss_box_reg": 0.21155771613121033, "loss_cls": 0.18702513724565506, "loss_mask": 0.25688292644917965, "loss_rpn_cls": 0.032485579315107316, "loss_rpn_loc": 0.07553307316266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902448820326573, "mask_rcnn/false_negative": 0.09327186653139005, "mask_rcnn/false_positive": 0.13273182243792964, "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": 1.0372832519933581, "total_loss": 0.7618011594749987}
{"data_time": 0.01528541138395667, "eta_seconds": 181017.11323272437, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3326470588235294, "fast_rcnn/fg_cls_accuracy": 0.6371323529411764, "iteration": 87759, "loss_box_reg": 0.2202605726197362, "loss_cls": 0.18907533772289753, "loss_mask": 0.2430227268487215, "loss_rpn_cls": 0.033738862024620175, "loss_rpn_loc": 0.07838400360196829, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015339546963363, "mask_rcnn/false_negative": 0.09323596815318529, "mask_rcnn/false_positive": 0.1225516217318115, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.010933181969449, "total_loss": 0.7739654290489852}
{"data_time": 0.01890024240128696, "eta_seconds": 181224.50754703023, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.29774156660949114, "fast_rcnn/fg_cls_accuracy": 0.6757107957794064, "iteration": 87779, "loss_box_reg": 0.2348733637481928, "loss_cls": 0.19913941249251366, "loss_mask": 0.24427632987499237, "loss_rpn_cls": 0.03411871782736853, "loss_rpn_loc": 0.0715637260582298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949522806089627, "mask_rcnn/false_negative": 0.09569396044459032, "mask_rcnn/false_positive": 0.1230911652862045, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0215249550528824, "total_loss": 0.7876844815909863}
{"data_time": 0.016577179543673992, "eta_seconds": 181204.6168097295, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.30569154938927245, "fast_rcnn/fg_cls_accuracy": 0.6693246462780182, "iteration": 87799, "loss_box_reg": 0.22741429135203362, "loss_cls": 0.18660158850252628, "loss_mask": 0.24801798537373543, "loss_rpn_cls": 0.033476328128017485, "loss_rpn_loc": 0.0732862560544163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952044026812292, "mask_rcnn/false_negative": 0.08856625250992367, "mask_rcnn/false_positive": 0.11641854969654171, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0073524394538254, "total_loss": 0.8074012937722728}
{"data_time": 0.016572647262364626, "eta_seconds": 181287.70899011753, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2837653690111184, "fast_rcnn/fg_cls_accuracy": 0.681159420289855, "iteration": 87819, "loss_box_reg": 0.20361944567412138, "loss_cls": 0.17469642218202353, "loss_mask": 0.23166646715253592, "loss_rpn_cls": 0.026877349766436964, "loss_rpn_loc": 0.05870528053492308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990737984313859, "mask_rcnn/false_negative": 0.0843877477578273, "mask_rcnn/false_positive": 0.10125325561490209, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9972739142831415, "total_loss": 0.6958133808802813}
{"data_time": 0.016729755327105522, "eta_seconds": 181686.29828318954, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3082909220026039, "fast_rcnn/fg_cls_accuracy": 0.6703153258269646, "iteration": 87839, "loss_box_reg": 0.23602454364299774, "loss_cls": 0.17599276173859835, "loss_mask": 0.2433011494576931, "loss_rpn_cls": 0.03505466564092785, "loss_rpn_loc": 0.06968199042603374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949316876517536, "mask_rcnn/false_negative": 0.08336689332415154, "mask_rcnn/false_positive": 0.12152109093532643, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0318578609731048, "total_loss": 0.7834780761040747}
{"data_time": 0.02505279891192913, "eta_seconds": 181666.3502926007, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2975067385444744, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 87859, "loss_box_reg": 0.2154630459845066, "loss_cls": 0.16705441195517778, "loss_mask": 0.230670727789402, "loss_rpn_cls": 0.03663366532418877, "loss_rpn_loc": 0.07805651403032243, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022260002279898, "mask_rcnn/false_negative": 0.0833003534409877, "mask_rcnn/false_positive": 0.11927435097373154, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.0225459693465382, "total_loss": 0.7154350411146879}
{"data_time": 0.019719684729352593, "eta_seconds": 181725.9249376878, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2913589945011783, "fast_rcnn/fg_cls_accuracy": 0.6576604033604537, "iteration": 87879, "loss_box_reg": 0.23134241439402103, "loss_cls": 0.18956341221928596, "loss_mask": 0.24405471794307232, "loss_rpn_cls": 0.030742379720322788, "loss_rpn_loc": 0.06706924643367529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911430062255495, "mask_rcnn/false_negative": 0.09774586080334688, "mask_rcnn/false_positive": 0.11622141883861466, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0124789595138282, "total_loss": 0.7502370599540882}
{"data_time": 0.015289792558178306, "eta_seconds": 181497.9616227094, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33774715998512034, "fast_rcnn/fg_cls_accuracy": 0.6297130787936525, "iteration": 87899, "loss_box_reg": 0.2546084597706795, "loss_cls": 0.20590962003916502, "loss_mask": 0.23757553845643997, "loss_rpn_cls": 0.033225938910618424, "loss_rpn_loc": 0.07486319518648088, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906104646376501, "mask_rcnn/false_negative": 0.07972583010701224, "mask_rcnn/false_positive": 0.12680786839250952, "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": 0.9935691356658936, "total_loss": 0.8137047082418576}
{"data_time": 0.014370545977726579, "eta_seconds": 181772.16727294028, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3174546692245807, "fast_rcnn/fg_cls_accuracy": 0.6604207151874495, "iteration": 87919, "loss_box_reg": 0.2047277595847845, "loss_cls": 0.1676411060616374, "loss_mask": 0.23868787474930286, "loss_rpn_cls": 0.030952173401601613, "loss_rpn_loc": 0.06595744704827666, "lr": 0.0001, "mask_rcnn/accuracy": 0.9138148250262259, "mask_rcnn/false_negative": 0.08547243949244904, "mask_rcnn/false_positive": 0.0972067834418299, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0275503064040095, "total_loss": 0.7457963807974011}
{"data_time": 0.015914716059342027, "eta_seconds": 181666.05476694182, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2894593014388124, "fast_rcnn/fg_cls_accuracy": 0.6931818181818181, "iteration": 87939, "loss_box_reg": 0.21943112090229988, "loss_cls": 0.18667274340987206, "loss_mask": 0.23917431384325027, "loss_rpn_cls": 0.03142274753190577, "loss_rpn_loc": 0.05867772409692407, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020773725700576, "mask_rcnn/false_negative": 0.08237652112404034, "mask_rcnn/false_positive": 0.1067322390409669, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9719663721043617, "total_loss": 0.7594540456775576}
{"data_time": 0.016683501424267888, "eta_seconds": 181374.14927755482, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3100275482093664, "fast_rcnn/fg_cls_accuracy": 0.6623350694444444, "iteration": 87959, "loss_box_reg": 0.21484406106173992, "loss_cls": 0.18891742639243603, "loss_mask": 0.24999386444687843, "loss_rpn_cls": 0.03922817134298384, "loss_rpn_loc": 0.06771529011894017, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013432949142991, "mask_rcnn/false_negative": 0.08899446777488483, "mask_rcnn/false_positive": 0.10604964140186868, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0114548916462809, "total_loss": 0.7860324787907302}
{"data_time": 0.01412168052047491, "eta_seconds": 181257.64201161917, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.30758869458015614, "fast_rcnn/fg_cls_accuracy": 0.681811377245509, "iteration": 87979, "loss_box_reg": 0.22601174004375935, "loss_cls": 0.1843035016208887, "loss_mask": 0.262949725612998, "loss_rpn_cls": 0.03678177297115326, "loss_rpn_loc": 0.07008568895980716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909855543007716, "mask_rcnn/false_negative": 0.09421827023127716, "mask_rcnn/false_positive": 0.12245986059570463, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9819429523777217, "total_loss": 0.8031397289596498}
{"data_time": 0.018454707460477948, "eta_seconds": 181071.4987637475, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35367063492063494, "fast_rcnn/fg_cls_accuracy": 0.6282242063492063, "iteration": 87999, "loss_box_reg": 0.20227878168225288, "loss_cls": 0.19246745202690363, "loss_mask": 0.24152814783155918, "loss_rpn_cls": 0.030170228506904095, "loss_rpn_loc": 0.06225435808300972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983219747661364, "mask_rcnn/false_negative": 0.0982147779273303, "mask_rcnn/false_positive": 0.10524162394554551, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9898689109832048, "total_loss": 0.7110815796768293}
{"data_time": 0.023186030564829707, "eta_seconds": 181048.99831473827, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.30894345238095233, "fast_rcnn/fg_cls_accuracy": 0.6666616001945525, "iteration": 88019, "loss_box_reg": 0.22740781214088202, "loss_cls": 0.17970058601349592, "loss_mask": 0.2541449461132288, "loss_rpn_cls": 0.03467814880423248, "loss_rpn_loc": 0.06296101305633783, "lr": 0.0001, "mask_rcnn/accuracy": 0.891218820861678, "mask_rcnn/false_negative": 0.10191939450614278, "mask_rcnn/false_positive": 0.11363049941176658, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.973492733668536, "total_loss": 0.7699284856207669}
{"data_time": 0.015318035380914807, "eta_seconds": 181095.531876022, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.33088235294117646, "fast_rcnn/fg_cls_accuracy": 0.63859410430839, "iteration": 88039, "loss_box_reg": 0.23479368910193443, "loss_cls": 0.20067088538780808, "loss_mask": 0.24689818359911442, "loss_rpn_cls": 0.035344218369573355, "loss_rpn_loc": 0.0822680750861764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901328815108133, "mask_rcnn/false_negative": 0.10542584464898572, "mask_rcnn/false_positive": 0.12089154444534833, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.023917954415083, "total_loss": 0.8336865289602429}
{"data_time": 0.017495296895503998, "eta_seconds": 180950.88995528407, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.33083267090620033, "fast_rcnn/fg_cls_accuracy": 0.63507866273353, "iteration": 88059, "loss_box_reg": 0.2397118853405118, "loss_cls": 0.19021055847406387, "loss_mask": 0.25595845840871334, "loss_rpn_cls": 0.03638486086856574, "loss_rpn_loc": 0.08559988904744387, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911603618882171, "mask_rcnn/false_negative": 0.09773349050624634, "mask_rcnn/false_positive": 0.12385729592865687, "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": 0.973153707338497, "total_loss": 0.8063019695109688}
{"data_time": 0.014325458090752363, "eta_seconds": 180883.13612110913, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.34003350083752093, "fast_rcnn/fg_cls_accuracy": 0.6384040880503145, "iteration": 88079, "loss_box_reg": 0.22323234006762505, "loss_cls": 0.17796169593930244, "loss_mask": 0.24897500872612, "loss_rpn_cls": 0.03465113090351224, "loss_rpn_loc": 0.07175416499376297, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099949195780007, "mask_rcnn/false_negative": 0.09043874602233742, "mask_rcnn/false_positive": 0.11111847759837387, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9785384726710618, "total_loss": 0.7538196744862944}
{"data_time": 0.023897687904536724, "eta_seconds": 180807.7921281336, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.2940038449370939, "fast_rcnn/fg_cls_accuracy": 0.6479908742038006, "iteration": 88099, "loss_box_reg": 0.25564839132130146, "loss_cls": 0.1967049390077591, "loss_mask": 0.25720286183059216, "loss_rpn_cls": 0.03556427010335028, "loss_rpn_loc": 0.07260411907918751, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821715519571439, "mask_rcnn/false_negative": 0.0825099711640577, "mask_rcnn/false_positive": 0.12365851659551114, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9945340631529689, "total_loss": 0.8117370042600669}
{"data_time": 0.01453637727536261, "eta_seconds": 180916.3400391396, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.30056759545923634, "fast_rcnn/fg_cls_accuracy": 0.6863947016134715, "iteration": 88119, "loss_box_reg": 0.23398097045719624, "loss_cls": 0.18722339533269405, "loss_mask": 0.24665481224656105, "loss_rpn_cls": 0.04119375511072576, "loss_rpn_loc": 0.07194280182011425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949070789403628, "mask_rcnn/false_negative": 0.0919872408544003, "mask_rcnn/false_positive": 0.12864593049840228, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9981725460384041, "total_loss": 0.7799913270573597}
{"data_time": 0.01437679841183126, "eta_seconds": 181066.23594410252, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3239179028652713, "fast_rcnn/fg_cls_accuracy": 0.6451956374636787, "iteration": 88139, "loss_box_reg": 0.22710386291146278, "loss_cls": 0.1845054430887103, "loss_mask": 0.2526555061340332, "loss_rpn_cls": 0.0345502762356773, "loss_rpn_loc": 0.07223424222320318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867466436429672, "mask_rcnn/false_negative": 0.0880711199702892, "mask_rcnn/false_positive": 0.12951210721240844, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9996384012047201, "total_loss": 0.7683023411082104}
{"data_time": 0.013042493257671595, "eta_seconds": 180976.10198030248, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32123401027479914, "fast_rcnn/fg_cls_accuracy": 0.6564904862579282, "iteration": 88159, "loss_box_reg": 0.21307854168117046, "loss_cls": 0.1760270781815052, "loss_mask": 0.24107134714722633, "loss_rpn_cls": 0.0316994646564126, "loss_rpn_loc": 0.06489605503156781, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892754896313364, "mask_rcnn/false_negative": 0.09017532842623502, "mask_rcnn/false_positive": 0.13666479199186318, "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": 1.0015941229648888, "total_loss": 0.7519904065411538}
{"data_time": 0.019118621479719877, "eta_seconds": 180831.54233082198, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2982331361832747, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 88179, "loss_box_reg": 0.20160912722349167, "loss_cls": 0.17900546826422215, "loss_mask": 0.23562904074788094, "loss_rpn_cls": 0.03754173906054348, "loss_rpn_loc": 0.07279045949690044, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040723799993442, "mask_rcnn/false_negative": 0.09014331130242655, "mask_rcnn/false_positive": 0.11469797070659361, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9684093124233186, "total_loss": 0.738641660020221}
{"data_time": 0.0243654390797019, "eta_seconds": 180936.29201506265, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3132126089872569, "fast_rcnn/fg_cls_accuracy": 0.676224010731053, "iteration": 88199, "loss_box_reg": 0.22687912359833717, "loss_cls": 0.18900110013782978, "loss_mask": 0.24582405015826225, "loss_rpn_cls": 0.03593133098911494, "loss_rpn_loc": 0.07563991472125053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997065798037769, "mask_rcnn/false_negative": 0.08995220943173232, "mask_rcnn/false_positive": 0.10583073323020106, "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": 1.0201305334921926, "total_loss": 0.7943724732613191}
{"data_time": 0.016329930862411857, "eta_seconds": 180916.38703244273, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3128033980582524, "fast_rcnn/fg_cls_accuracy": 0.6425670903954802, "iteration": 88219, "loss_box_reg": 0.23058237321674824, "loss_cls": 0.17779959039762616, "loss_mask": 0.2561030611395836, "loss_rpn_cls": 0.038836548337712884, "loss_rpn_loc": 0.07510842464398593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935534306628057, "mask_rcnn/false_negative": 0.10207676423863189, "mask_rcnn/false_positive": 0.11811379210676061, "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": 0.9834046338219196, "total_loss": 0.7890467904508114}
{"data_time": 0.015537094790488482, "eta_seconds": 180998.73097479343, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3341647891857097, "fast_rcnn/fg_cls_accuracy": 0.6352851128970531, "iteration": 88239, "loss_box_reg": 0.2246660739183426, "loss_cls": 0.17748499009758234, "loss_mask": 0.2526355925947428, "loss_rpn_cls": 0.03050066693685949, "loss_rpn_loc": 0.0716752172447741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972340388211043, "mask_rcnn/false_negative": 0.08620295356334239, "mask_rcnn/false_positive": 0.11973417277324702, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0139346178621054, "total_loss": 0.7919114282121882}
{"data_time": 0.018650898011401296, "eta_seconds": 181002.03485822305, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.29414307593498346, "fast_rcnn/fg_cls_accuracy": 0.684120757291489, "iteration": 88259, "loss_box_reg": 0.23295960389077663, "loss_cls": 0.2025917898863554, "loss_mask": 0.2482143584638834, "loss_rpn_cls": 0.03877349244430661, "loss_rpn_loc": 0.07395291072316468, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900603024096484, "mask_rcnn/false_negative": 0.0935818541587962, "mask_rcnn/false_positive": 0.1256847294521674, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9870977345854044, "total_loss": 0.8320344281382859}
{"data_time": 0.01601647841744125, "eta_seconds": 180958.89850758947, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3206602726696258, "fast_rcnn/fg_cls_accuracy": 0.6744055168040584, "iteration": 88279, "loss_box_reg": 0.21915270388126373, "loss_cls": 0.17342185880988836, "loss_mask": 0.2475129533559084, "loss_rpn_cls": 0.030342136975377798, "loss_rpn_loc": 0.08002660714555532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886157496950271, "mask_rcnn/false_negative": 0.09634819801767656, "mask_rcnn/false_positive": 0.1254403123335332, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9574336155783385, "total_loss": 0.7168632673565298}
{"data_time": 0.017503099516034126, "eta_seconds": 180962.19728039578, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3514261650758001, "fast_rcnn/fg_cls_accuracy": 0.6430993823694553, "iteration": 88299, "loss_box_reg": 0.20282483845949173, "loss_cls": 0.16664622630923986, "loss_mask": 0.24858944211155176, "loss_rpn_cls": 0.03126405656803399, "loss_rpn_loc": 0.06751107313903049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860012143170451, "mask_rcnn/false_negative": 0.10270664540719346, "mask_rcnn/false_positive": 0.10256870792552439, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0055212725419551, "total_loss": 0.726605890551582}
{"data_time": 0.01812175940722227, "eta_seconds": 180979.72862944007, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2752635046113307, "fast_rcnn/fg_cls_accuracy": 0.6825410594494563, "iteration": 88319, "loss_box_reg": 0.2123793587088585, "loss_cls": 0.18585820589214563, "loss_mask": 0.23934567160904408, "loss_rpn_cls": 0.03486195870209485, "loss_rpn_loc": 0.07201538980007172, "lr": 0.0001, "mask_rcnn/accuracy": 0.901960076960077, "mask_rcnn/false_negative": 0.08111221245595254, "mask_rcnn/false_positive": 0.10911545945162335, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9921311398502439, "total_loss": 0.7749663891736418}
{"data_time": 0.0166866984218359, "eta_seconds": 181081.15793276113, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31363140676117773, "fast_rcnn/fg_cls_accuracy": 0.6251312022900763, "iteration": 88339, "loss_box_reg": 0.21196634881198406, "loss_cls": 0.1733698658645153, "loss_mask": 0.2362094558775425, "loss_rpn_cls": 0.03392527112737298, "loss_rpn_loc": 0.07160358875989914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966356445101569, "mask_rcnn/false_negative": 0.09688851731124687, "mask_rcnn/false_positive": 0.11137092926856784, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0013803434558213, "total_loss": 0.7368279219954275}
{"data_time": 0.017245826544240117, "eta_seconds": 180939.88280631602, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6409554200800153, "iteration": 88359, "loss_box_reg": 0.22086643055081367, "loss_cls": 0.16925722640007734, "loss_mask": 0.23285663686692715, "loss_rpn_cls": 0.03132596239447594, "loss_rpn_loc": 0.0634488359792158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995557921480476, "mask_rcnn/false_negative": 0.09336736376059739, "mask_rcnn/false_positive": 0.10293027300167801, "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": 0.9751358586363494, "total_loss": 0.7333523532142863}
{"data_time": 0.014162197010591626, "eta_seconds": 181041.28538890276, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31365877712031554, "fast_rcnn/fg_cls_accuracy": 0.6700095510983763, "iteration": 88379, "loss_box_reg": 0.21890947502106428, "loss_cls": 0.18916159542277455, "loss_mask": 0.24172081612050533, "loss_rpn_cls": 0.03180403873557225, "loss_rpn_loc": 0.07304710289463401, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918087022944772, "mask_rcnn/false_negative": 0.08425183082921889, "mask_rcnn/false_positive": 0.12455937462296597, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0243532799649984, "total_loss": 0.747386900591664}
{"data_time": 0.023603018140420318, "eta_seconds": 181156.30025453866, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3653523489932886, "fast_rcnn/fg_cls_accuracy": 0.6051173114370141, "iteration": 88399, "loss_box_reg": 0.2111969394609332, "loss_cls": 0.18417077139019966, "loss_mask": 0.24278694577515125, "loss_rpn_cls": 0.029437507037073374, "loss_rpn_loc": 0.05989906401373446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978027327247469, "mask_rcnn/false_negative": 0.08439401550427607, "mask_rcnn/false_positive": 0.1141033569743898, "roi_head/num_bg_samples": 461.375, "roi_head/num_fg_samples": 50.625, "rpn/num_neg_anchors": 239.375, "rpn/num_pos_anchors": 16.625, "time": 0.9811372791882604, "total_loss": 0.7531996688339859}
{"data_time": 0.014695283025503159, "eta_seconds": 181158.4412539471, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3192302249893873, "fast_rcnn/fg_cls_accuracy": 0.6554337951396775, "iteration": 88419, "loss_box_reg": 0.21343895886093378, "loss_cls": 0.17669105157256126, "loss_mask": 0.24131673015654087, "loss_rpn_cls": 0.03516690310789272, "loss_rpn_loc": 0.07344620930962265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919831821617537, "mask_rcnn/false_negative": 0.10696476000080751, "mask_rcnn/false_positive": 0.13422109958466222, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0091019314713776, "total_loss": 0.7488566949032247}
{"data_time": 0.023374021984636784, "eta_seconds": 181084.43663016893, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3450339128401029, "fast_rcnn/fg_cls_accuracy": 0.6099292673161618, "iteration": 88439, "loss_box_reg": 0.22504247445613146, "loss_cls": 0.1950406664982438, "loss_mask": 0.24840241484344006, "loss_rpn_cls": 0.03521365439519286, "loss_rpn_loc": 0.0685505485162139, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927283202834622, "mask_rcnn/false_negative": 0.10326444470574891, "mask_rcnn/false_positive": 0.12552117620847048, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9912712019868195, "total_loss": 0.7677993779070675}
{"data_time": 0.018474221229553223, "eta_seconds": 181155.24077159818, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.29994060462071803, "fast_rcnn/fg_cls_accuracy": 0.6467951291315401, "iteration": 88459, "loss_box_reg": 0.21035980992019176, "loss_cls": 0.17209320794790983, "loss_mask": 0.24760764837265015, "loss_rpn_cls": 0.03704914718400687, "loss_rpn_loc": 0.07542670017573982, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046371478278812, "mask_rcnn/false_negative": 0.07726295020391528, "mask_rcnn/false_positive": 0.11167461060738032, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0234145717695355, "total_loss": 0.750407611951232}
{"data_time": 0.017211193218827248, "eta_seconds": 181181.98432186618, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2939731543624161, "fast_rcnn/fg_cls_accuracy": 0.6621058354476259, "iteration": 88479, "loss_box_reg": 0.2104495968669653, "loss_cls": 0.16531535424292088, "loss_mask": 0.2380681373178959, "loss_rpn_cls": 0.03507300018100068, "loss_rpn_loc": 0.06676840072032064, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061809613852998, "mask_rcnn/false_negative": 0.08825016561579749, "mask_rcnn/false_positive": 0.10168135414848056, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9795555744785815, "total_loss": 0.7354193300707266}
{"data_time": 0.01796788116917014, "eta_seconds": 181288.2339914795, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.27585631672597866, "fast_rcnn/fg_cls_accuracy": 0.6715079697986577, "iteration": 88499, "loss_box_reg": 0.23056103102862835, "loss_cls": 0.18554356414824724, "loss_mask": 0.24713224172592163, "loss_rpn_cls": 0.039345743134617805, "loss_rpn_loc": 0.07698063901625574, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988909789031407, "mask_rcnn/false_negative": 0.08797778992319344, "mask_rcnn/false_positive": 0.11927112855782093, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0157590445596725, "total_loss": 0.7758441924524959}
{"data_time": 0.016496942844241858, "eta_seconds": 181232.56093173288, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2884326113116727, "fast_rcnn/fg_cls_accuracy": 0.6910660660660661, "iteration": 88519, "loss_box_reg": 0.23063631728291512, "loss_cls": 0.19202418252825737, "loss_mask": 0.24899710156023502, "loss_rpn_cls": 0.03233233653008938, "loss_rpn_loc": 0.07250805443618447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918840396518968, "mask_rcnn/false_negative": 0.09442044020402812, "mask_rcnn/false_positive": 0.11450062613470996, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9787250910885632, "total_loss": 0.7752424561185762}
{"data_time": 0.016857021022588015, "eta_seconds": 181157.65251022298, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.32482353843793155, "fast_rcnn/fg_cls_accuracy": 0.653957528957529, "iteration": 88539, "loss_box_reg": 0.21251261699944735, "loss_cls": 0.17088341899216175, "loss_mask": 0.23226062394678593, "loss_rpn_cls": 0.0413102088496089, "loss_rpn_loc": 0.07017283514142036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995589314785744, "mask_rcnn/false_negative": 0.0927258711519163, "mask_rcnn/false_positive": 0.11232556814285823, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9912339996080846, "total_loss": 0.7472110490198247}
{"data_time": 0.016036414308473468, "eta_seconds": 181137.68583409488, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2865818392134182, "fast_rcnn/fg_cls_accuracy": 0.6664653907300966, "iteration": 88559, "loss_box_reg": 0.22272412851452827, "loss_cls": 0.17469864897429943, "loss_mask": 0.25200023502111435, "loss_rpn_cls": 0.038508255034685135, "loss_rpn_loc": 0.07665866194292903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884109698645177, "mask_rcnn/false_negative": 0.10198789312653622, "mask_rcnn/false_positive": 0.1219416705455286, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0042896806262434, "total_loss": 0.7655463977716863}
{"data_time": 0.014684042427688837, "eta_seconds": 181172.64273878653, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32442148641249535, "fast_rcnn/fg_cls_accuracy": 0.6006224398361495, "iteration": 88579, "loss_box_reg": 0.2092781625688076, "loss_cls": 0.17041916400194168, "loss_mask": 0.23805393651127815, "loss_rpn_cls": 0.03723376104608178, "loss_rpn_loc": 0.07256889017298818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905406754329366, "mask_rcnn/false_negative": 0.09230525596150402, "mask_rcnn/false_positive": 0.13831571241479226, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9749828563071787, "total_loss": 0.7504802317125723}
{"data_time": 0.01892348099499941, "eta_seconds": 181152.6700078044, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2946398088084671, "fast_rcnn/fg_cls_accuracy": 0.6987595311255264, "iteration": 88599, "loss_box_reg": 0.2171486560255289, "loss_cls": 0.17502174945548177, "loss_mask": 0.24248644895851612, "loss_rpn_cls": 0.032819629181176424, "loss_rpn_loc": 0.0626149638555944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947564779281525, "mask_rcnn/false_negative": 0.09171301661051404, "mask_rcnn/false_positive": 0.11321272445351802, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9917542818002403, "total_loss": 0.7384262196719646}
{"data_time": 0.014777717413380742, "eta_seconds": 181194.01229195762, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.32828921042101056, "fast_rcnn/fg_cls_accuracy": 0.6368178453670681, "iteration": 88619, "loss_box_reg": 0.2138254502788186, "loss_cls": 0.18917186837643385, "loss_mask": 0.24772900342941284, "loss_rpn_cls": 0.03679932723753154, "loss_rpn_loc": 0.07658509165048599, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873838882477368, "mask_rcnn/false_negative": 0.10085238311955512, "mask_rcnn/false_positive": 0.11886494614305196, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.024130403995514, "total_loss": 0.7685344690689817}
{"data_time": 0.014785852516070008, "eta_seconds": 181182.13017398492, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31782078211264536, "fast_rcnn/fg_cls_accuracy": 0.6677395879982087, "iteration": 88639, "loss_box_reg": 0.2266087932512164, "loss_cls": 0.18677062261849642, "loss_mask": 0.24372896552085876, "loss_rpn_cls": 0.03346077457536012, "loss_rpn_loc": 0.07018284394871444, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099391718413389, "mask_rcnn/false_negative": 0.09056099890048433, "mask_rcnn/false_positive": 0.11399333093345099, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9971392694860697, "total_loss": 0.777835929300636}
{"data_time": 0.023504748474806547, "eta_seconds": 181174.20918091666, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3162661093695576, "fast_rcnn/fg_cls_accuracy": 0.6090480400825229, "iteration": 88659, "loss_box_reg": 0.20873549580574036, "loss_cls": 0.17897825222462416, "loss_mask": 0.2443540971726179, "loss_rpn_cls": 0.033079867251217365, "loss_rpn_loc": 0.07117404043674469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994619883209694, "mask_rcnn/false_negative": 0.08195820933395799, "mask_rcnn/false_positive": 0.11698678745840853, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9980602830182761, "total_loss": 0.7653229729039595}
{"data_time": 0.018730328418314457, "eta_seconds": 181123.26110931113, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.31979779162057786, "fast_rcnn/fg_cls_accuracy": 0.642045564805651, "iteration": 88679, "loss_box_reg": 0.23836538940668106, "loss_cls": 0.19971784623339772, "loss_mask": 0.2513456791639328, "loss_rpn_cls": 0.04182729893364012, "loss_rpn_loc": 0.0887701977044344, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013529379988815, "mask_rcnn/false_negative": 0.09335783426919098, "mask_rcnn/false_positive": 0.10782321441378825, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0032530955504626, "total_loss": 0.8040321485605091}
{"data_time": 0.013664592523127794, "eta_seconds": 181151.21205667965, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3535906798817597, "fast_rcnn/fg_cls_accuracy": 0.6259756005152686, "iteration": 88699, "loss_box_reg": 0.22003972437232733, "loss_cls": 0.17885919753462076, "loss_mask": 0.2617295701056719, "loss_rpn_cls": 0.030441295821219683, "loss_rpn_loc": 0.06963884714059532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943504842649712, "mask_rcnn/false_negative": 0.08952050834385283, "mask_rcnn/false_positive": 0.1237315007548683, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0164959323592484, "total_loss": 0.7761745800962672}
{"data_time": 0.023857151623815298, "eta_seconds": 181336.002102457, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.28493925372730466, "fast_rcnn/fg_cls_accuracy": 0.6697719123137778, "iteration": 88719, "loss_box_reg": 0.2232647705823183, "loss_cls": 0.1869761748239398, "loss_mask": 0.24034660682082176, "loss_rpn_cls": 0.03914942592382431, "loss_rpn_loc": 0.0890667240601033, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031291756941864, "mask_rcnn/false_negative": 0.07945718499576995, "mask_rcnn/false_positive": 0.11776502800550728, "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": 1.0209222419653088, "total_loss": 0.7853872077539563}
{"data_time": 0.014152257470414042, "eta_seconds": 181156.34883439634, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3037944664031621, "fast_rcnn/fg_cls_accuracy": 0.6674420751407735, "iteration": 88739, "loss_box_reg": 0.20198345929384232, "loss_cls": 0.17987162992358208, "loss_mask": 0.2504950053989887, "loss_rpn_cls": 0.031063736707437783, "loss_rpn_loc": 0.06376800430007279, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945520658294015, "mask_rcnn/false_negative": 0.08741046847133771, "mask_rcnn/false_positive": 0.11393512952350085, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0109597374685109, "total_loss": 0.7481814310885966}
{"data_time": 0.01887407642789185, "eta_seconds": 181136.36027113535, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2996773431966633, "fast_rcnn/fg_cls_accuracy": 0.6756492235416939, "iteration": 88759, "loss_box_reg": 0.23267193417996168, "loss_cls": 0.17951492685824633, "loss_mask": 0.2540484480559826, "loss_rpn_cls": 0.0393067934201099, "loss_rpn_loc": 0.09269141056574881, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038617596915917, "mask_rcnn/false_negative": 0.08063640677402921, "mask_rcnn/false_positive": 0.12264880481357254, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0056965397670865, "total_loss": 0.8094749641604722}
{"data_time": 0.02346916892565787, "eta_seconds": 181011.89819416963, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.35180596941211334, "fast_rcnn/fg_cls_accuracy": 0.6267683702008644, "iteration": 88779, "loss_box_reg": 0.22592806071043015, "loss_cls": 0.1791983600705862, "loss_mask": 0.2541798185557127, "loss_rpn_cls": 0.031129210896324366, "loss_rpn_loc": 0.06409306678688154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830974099596549, "mask_rcnn/false_negative": 0.10662790942051267, "mask_rcnn/false_positive": 0.12711350754428297, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.993609368102625, "total_loss": 0.7434010755969211}
{"data_time": 0.01729423995129764, "eta_seconds": 180985.20409539342, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3009693018436164, "fast_rcnn/fg_cls_accuracy": 0.6605179913009094, "iteration": 88799, "loss_box_reg": 0.23161540552973747, "loss_cls": 0.1785414731130004, "loss_mask": 0.24137268960475922, "loss_rpn_cls": 0.04352318588644266, "loss_rpn_loc": 0.09338733740150928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911747920649471, "mask_rcnn/false_negative": 0.09961793445144876, "mask_rcnn/false_positive": 0.1234014875664246, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 206.375, "rpn/num_pos_anchors": 49.625, "time": 1.0032940784003586, "total_loss": 0.7884149603778496}
{"data_time": 0.015289131551980972, "eta_seconds": 180952.22387386952, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2755530129672006, "fast_rcnn/fg_cls_accuracy": 0.7170870964393232, "iteration": 88819, "loss_box_reg": 0.20363323017954826, "loss_cls": 0.1703026369214058, "loss_mask": 0.23817761428654194, "loss_rpn_cls": 0.03241814993089065, "loss_rpn_loc": 0.05688817356713116, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923898595153612, "mask_rcnn/false_negative": 0.08641063180303706, "mask_rcnn/false_positive": 0.13249608530411064, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9843736065085977, "total_loss": 0.6945107122883201}
{"data_time": 0.014278801856562495, "eta_seconds": 180831.69445534237, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.33986609011019664, "fast_rcnn/fg_cls_accuracy": 0.6149427195749626, "iteration": 88839, "loss_box_reg": 0.23359644785523415, "loss_cls": 0.1909351171925664, "loss_mask": 0.24084180407226086, "loss_rpn_cls": 0.034966229111887515, "loss_rpn_loc": 0.06897819857113063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987971979254006, "mask_rcnn/false_negative": 0.08743550635855518, "mask_rcnn/false_positive": 0.11266831907062452, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.988833358278498, "total_loss": 0.7761504538357258}
{"data_time": 0.018031290033832192, "eta_seconds": 180811.7307001585, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2978311067128484, "fast_rcnn/fg_cls_accuracy": 0.6672231176606033, "iteration": 88859, "loss_box_reg": 0.20230237394571304, "loss_cls": 0.1758181364275515, "loss_mask": 0.2505578463897109, "loss_rpn_cls": 0.03198151831747964, "loss_rpn_loc": 0.08474511560052633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948524602297849, "mask_rcnn/false_negative": 0.097528876066983, "mask_rcnn/false_positive": 0.0988654279098522, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.006277713458985, "total_loss": 0.7420511441887356}
{"data_time": 0.016559793148189783, "eta_seconds": 180650.31102135777, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2557383248251087, "fast_rcnn/fg_cls_accuracy": 0.683833646028768, "iteration": 88879, "loss_box_reg": 0.2253877790644765, "loss_cls": 0.17902132403105497, "loss_mask": 0.24578694067895412, "loss_rpn_cls": 0.03369350262801163, "loss_rpn_loc": 0.07213514694012702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945290573405311, "mask_rcnn/false_negative": 0.09908559061749499, "mask_rcnn/false_positive": 0.11966732546666592, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9593610104639083, "total_loss": 0.7673646631883457}
{"data_time": 0.025187236489728093, "eta_seconds": 180592.08703606855, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31858252735056286, "fast_rcnn/fg_cls_accuracy": 0.6257716049382716, "iteration": 88899, "loss_box_reg": 0.2079376056790352, "loss_cls": 0.18109717965126038, "loss_mask": 0.24423518031835556, "loss_rpn_cls": 0.02762934024212882, "loss_rpn_loc": 0.06633527600206435, "lr": 0.0001, "mask_rcnn/accuracy": 0.89994271678842, "mask_rcnn/false_negative": 0.09671348361030858, "mask_rcnn/false_positive": 0.10392455084762675, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 237.875, "rpn/num_pos_anchors": 18.125, "time": 0.9802296964917332, "total_loss": 0.7503159207990393}
{"data_time": 0.017634400399401784, "eta_seconds": 180440.49460463226, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3438177636622495, "fast_rcnn/fg_cls_accuracy": 0.6342156715295533, "iteration": 88919, "loss_box_reg": 0.2111338721588254, "loss_cls": 0.17435566987842321, "loss_mask": 0.23074416629970074, "loss_rpn_cls": 0.032210897305049, "loss_rpn_loc": 0.06048813118832186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921371528214243, "mask_rcnn/false_negative": 0.08785450484461023, "mask_rcnn/false_positive": 0.13255909337799165, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9975634273141623, "total_loss": 0.7258349265321158}
{"data_time": 0.01564800553023815, "eta_seconds": 180420.56523699313, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3294041010535856, "fast_rcnn/fg_cls_accuracy": 0.6390573282139547, "iteration": 88939, "loss_box_reg": 0.22995323780924082, "loss_cls": 0.18617213377729058, "loss_mask": 0.23703229799866676, "loss_rpn_cls": 0.03233024192741141, "loss_rpn_loc": 0.06531562935560942, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993333688167873, "mask_rcnn/false_negative": 0.07931405148063134, "mask_rcnn/false_positive": 0.11839232059248295, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9930937036406249, "total_loss": 0.7739662519888952}
{"data_time": 0.018758616875857115, "eta_seconds": 180439.089100305, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.28248621723570944, "fast_rcnn/fg_cls_accuracy": 0.6373850709054074, "iteration": 88959, "loss_box_reg": 0.23516543116420507, "loss_cls": 0.19230892695486546, "loss_mask": 0.2385174185037613, "loss_rpn_cls": 0.03175946092233062, "loss_rpn_loc": 0.07371194125153124, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045590210290466, "mask_rcnn/false_negative": 0.0889655979114419, "mask_rcnn/false_positive": 0.11650607767541843, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.008342496585101, "total_loss": 0.7865694070642348}
{"data_time": 0.016761983977630734, "eta_seconds": 180484.47335061617, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3155591044864401, "fast_rcnn/fg_cls_accuracy": 0.6708896082152025, "iteration": 88979, "loss_box_reg": 0.22446400299668312, "loss_cls": 0.18882509507238865, "loss_mask": 0.241463677957654, "loss_rpn_cls": 0.036075985117349774, "loss_rpn_loc": 0.07536613149568439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948077233113001, "mask_rcnn/false_negative": 0.09635800242246441, "mask_rcnn/false_positive": 0.09934946584360152, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.989023219095543, "total_loss": 0.741293387953192}
{"data_time": 0.025848105549812317, "eta_seconds": 180511.06525445357, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2521551724137931, "fast_rcnn/fg_cls_accuracy": 0.6673981191222571, "iteration": 88999, "loss_box_reg": 0.1979878433048725, "loss_cls": 0.1839246926829219, "loss_mask": 0.24685567244887352, "loss_rpn_cls": 0.0326031434815377, "loss_rpn_loc": 0.061335618840530515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977280363364858, "mask_rcnn/false_negative": 0.09930455304629951, "mask_rcnn/false_positive": 0.12132684516656264, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.019308720016852, "total_loss": 0.7308923023520038}
{"data_time": 0.02103020646609366, "eta_seconds": 180472.4235880049, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32346931585993094, "fast_rcnn/fg_cls_accuracy": 0.6324149169304538, "iteration": 89019, "loss_box_reg": 0.21907414589077234, "loss_cls": 0.1736235460266471, "loss_mask": 0.2382400706410408, "loss_rpn_cls": 0.03187777614220977, "loss_rpn_loc": 0.0713849263265729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949364545487754, "mask_rcnn/false_negative": 0.08874561376778192, "mask_rcnn/false_positive": 0.12033158882752909, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9670987804420292, "total_loss": 0.7250319658778608}
{"data_time": 0.015617887023836374, "eta_seconds": 180307.27812420577, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.27461728860071566, "fast_rcnn/fg_cls_accuracy": 0.6505004300570802, "iteration": 89039, "loss_box_reg": 0.2249369602650404, "loss_cls": 0.18202441185712814, "loss_mask": 0.2546363100409508, "loss_rpn_cls": 0.043572494876571, "loss_rpn_loc": 0.08529828023165464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868212019561375, "mask_rcnn/false_negative": 0.09467542704466672, "mask_rcnn/false_positive": 0.12081048958630995, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9647632325068116, "total_loss": 0.8010842090006918}
{"data_time": 0.015831607626751065, "eta_seconds": 180432.53577198368, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3398162901865217, "fast_rcnn/fg_cls_accuracy": 0.6114796863174506, "iteration": 89059, "loss_box_reg": 0.20280561223626137, "loss_cls": 0.1760723739862442, "loss_mask": 0.228125786408782, "loss_rpn_cls": 0.03422547411173582, "loss_rpn_loc": 0.06412279768846929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942299291281626, "mask_rcnn/false_negative": 0.09104854781963742, "mask_rcnn/false_positive": 0.11487403040768127, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0548225983511657, "total_loss": 0.7040255848551169}
{"data_time": 0.02013576845638454, "eta_seconds": 180435.99803538993, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2728481222997674, "fast_rcnn/fg_cls_accuracy": 0.6826241134751773, "iteration": 89079, "loss_box_reg": 0.2113946471363306, "loss_cls": 0.17229799926280975, "loss_mask": 0.23463566042482853, "loss_rpn_cls": 0.03315197239862755, "loss_rpn_loc": 0.05981529888231307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983742810724846, "mask_rcnn/false_negative": 0.08418840668593265, "mask_rcnn/false_positive": 0.1254202810287643, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.991644871653989, "total_loss": 0.6908640095498413}
{"data_time": 0.01862913998775184, "eta_seconds": 180364.8283566814, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2759748349321042, "fast_rcnn/fg_cls_accuracy": 0.669858289359385, "iteration": 89099, "loss_box_reg": 0.2128531988710165, "loss_cls": 0.17108978889882565, "loss_mask": 0.2399936355650425, "loss_rpn_cls": 0.03340891539119184, "loss_rpn_loc": 0.07999503239989281, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956805942986259, "mask_rcnn/false_negative": 0.09165567911352371, "mask_rcnn/false_positive": 0.10298198674594486, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9764952424447984, "total_loss": 0.7382291326066479}
{"data_time": 0.01273509906604886, "eta_seconds": 180344.88752435893, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2715441920353168, "fast_rcnn/fg_cls_accuracy": 0.6899713235591098, "iteration": 89119, "loss_box_reg": 0.2264913860708475, "loss_cls": 0.1980624422430992, "loss_mask": 0.24563290551304817, "loss_rpn_cls": 0.033746786415576935, "loss_rpn_loc": 0.0817390326410532, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061717307404891, "mask_rcnn/false_negative": 0.08862487440671885, "mask_rcnn/false_positive": 0.10865770502317398, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9993486502207816, "total_loss": 0.8353426493704319}
{"data_time": 0.015400234377011657, "eta_seconds": 180295.24537981022, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27153614457831327, "fast_rcnn/fg_cls_accuracy": 0.7031763417305585, "iteration": 89139, "loss_box_reg": 0.22563165239989758, "loss_cls": 0.17537367902696133, "loss_mask": 0.23680313490331173, "loss_rpn_cls": 0.033623559633269906, "loss_rpn_loc": 0.09017003234475851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970216008052545, "mask_rcnn/false_negative": 0.09254209669905569, "mask_rcnn/false_positive": 0.10639105839412283, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.996532702120021, "total_loss": 0.7726598012377508}
{"data_time": 0.014826484955847263, "eta_seconds": 180154.74671744741, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2927109974424552, "fast_rcnn/fg_cls_accuracy": 0.6605649460572526, "iteration": 89159, "loss_box_reg": 0.22263093385845423, "loss_cls": 0.1757002891972661, "loss_mask": 0.2392090056091547, "loss_rpn_cls": 0.03157576289959252, "loss_rpn_loc": 0.06751684949267656, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001721106515868, "mask_rcnn/false_negative": 0.08957330912817602, "mask_rcnn/false_positive": 0.12072542283971432, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9585513900965452, "total_loss": 0.7620630203746259}
{"data_time": 0.017220931127667427, "eta_seconds": 180255.37028407212, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3060806252466236, "fast_rcnn/fg_cls_accuracy": 0.6511123168746609, "iteration": 89179, "loss_box_reg": 0.22365613281726837, "loss_cls": 0.1844491669908166, "loss_mask": 0.23679847829043865, "loss_rpn_cls": 0.032638614415191114, "loss_rpn_loc": 0.07069242210127413, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010128752219164, "mask_rcnn/false_negative": 0.0850519463501552, "mask_rcnn/false_positive": 0.11634252417038995, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9944039836991578, "total_loss": 0.7811776888556778}
{"data_time": 0.01686902390792966, "eta_seconds": 180265.12419506907, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.39774863387978143, "fast_rcnn/fg_cls_accuracy": 0.5923985961171088, "iteration": 89199, "loss_box_reg": 0.22733548656105995, "loss_cls": 0.18715336918830872, "loss_mask": 0.24756018444895744, "loss_rpn_cls": 0.04326550685800612, "loss_rpn_loc": 0.06986568635329604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832950044827714, "mask_rcnn/false_negative": 0.10238524260682196, "mask_rcnn/false_positive": 0.12618288351900914, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0313726421445608, "total_loss": 0.7802728221286088}
{"data_time": 0.026471669087186456, "eta_seconds": 180291.65953977965, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2770029913493411, "fast_rcnn/fg_cls_accuracy": 0.6840820541707741, "iteration": 89219, "loss_box_reg": 0.1920260051265359, "loss_cls": 0.17250452656298876, "loss_mask": 0.23694243468344212, "loss_rpn_cls": 0.035790468798950315, "loss_rpn_loc": 0.07669690134935081, "lr": 0.0001, "mask_rcnn/accuracy": 0.890706997084548, "mask_rcnn/false_negative": 0.09276865603868564, "mask_rcnn/false_positive": 0.13881868715352882, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0099255838431418, "total_loss": 0.7182777353445999}
{"data_time": 0.016599630005657673, "eta_seconds": 180235.58995132335, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2665554072096128, "fast_rcnn/fg_cls_accuracy": 0.7075016307893021, "iteration": 89239, "loss_box_reg": 0.19563618768006563, "loss_cls": 0.1714437399059534, "loss_mask": 0.23859446868300438, "loss_rpn_cls": 0.03473995695821941, "loss_rpn_loc": 0.08291525288950652, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043896517527095, "mask_rcnn/false_negative": 0.08121069358714712, "mask_rcnn/false_positive": 0.10549142450795554, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9807954092975706, "total_loss": 0.7702699258225039}
{"data_time": 0.022362031042575836, "eta_seconds": 180276.03882294614, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3400240867121638, "fast_rcnn/fg_cls_accuracy": 0.6274649714582252, "iteration": 89259, "loss_box_reg": 0.2200813014060259, "loss_cls": 0.17748624086380005, "loss_mask": 0.2377623487263918, "loss_rpn_cls": 0.032262109394650906, "loss_rpn_loc": 0.0746161905117333, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955150490688444, "mask_rcnn/false_negative": 0.10144906710871732, "mask_rcnn/false_positive": 0.11965850573829598, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.043670424958691, "total_loss": 0.7483994237845764}
{"data_time": 0.015539919026196003, "eta_seconds": 180427.65020672232, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2806284704694599, "fast_rcnn/fg_cls_accuracy": 0.7128565062388592, "iteration": 89279, "loss_box_reg": 0.20799568854272366, "loss_cls": 0.16555387247353792, "loss_mask": 0.23522275686264038, "loss_rpn_cls": 0.033943969348911196, "loss_rpn_loc": 0.07519082596991211, "lr": 0.0001, "mask_rcnn/accuracy": 0.891027013483965, "mask_rcnn/false_negative": 0.09990521812108932, "mask_rcnn/false_positive": 0.108538913922618, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0235740256030113, "total_loss": 0.7293063579127192}
{"data_time": 0.021715392358601093, "eta_seconds": 180363.99393246975, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31447477565794435, "fast_rcnn/fg_cls_accuracy": 0.6430862284213699, "iteration": 89299, "loss_box_reg": 0.19639467168599367, "loss_cls": 0.16398036293685436, "loss_mask": 0.23041935451328754, "loss_rpn_cls": 0.035357032844331115, "loss_rpn_loc": 0.07099762302823365, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016219169100064, "mask_rcnn/false_negative": 0.08467702437342597, "mask_rcnn/false_positive": 0.1076092043606967, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.99792261258699, "total_loss": 0.7143236544216052}
{"data_time": 0.025022727204486728, "eta_seconds": 180344.03112185188, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2862105711849957, "fast_rcnn/fg_cls_accuracy": 0.6954106280193236, "iteration": 89319, "loss_box_reg": 0.21157539822161198, "loss_cls": 0.18058885354548693, "loss_mask": 0.24256030283868313, "loss_rpn_cls": 0.03319034964079037, "loss_rpn_loc": 0.08091713697649539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977357859583434, "mask_rcnn/false_negative": 0.09066501851541409, "mask_rcnn/false_positive": 0.1154124617990176, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9828722677193582, "total_loss": 0.7310770433396101}
{"data_time": 0.024559746962040663, "eta_seconds": 180229.8364734091, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3156128576474744, "fast_rcnn/fg_cls_accuracy": 0.6617195161817588, "iteration": 89339, "loss_box_reg": 0.23303052503615618, "loss_cls": 0.18321242555975914, "loss_mask": 0.2513444870710373, "loss_rpn_cls": 0.032345980987884104, "loss_rpn_loc": 0.09683071519248188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948136896020616, "mask_rcnn/false_negative": 0.08860120585640605, "mask_rcnn/false_positive": 0.1010959143745635, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9883247886318713, "total_loss": 0.7677609380334616}
{"data_time": 0.026776594342663884, "eta_seconds": 180312.63682056218, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2691548641745995, "fast_rcnn/fg_cls_accuracy": 0.687659208261618, "iteration": 89359, "loss_box_reg": 0.20018287003040314, "loss_cls": 0.16782575752586126, "loss_mask": 0.2373027503490448, "loss_rpn_cls": 0.03943887702189386, "loss_rpn_loc": 0.07875535055063665, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006805125185716, "mask_rcnn/false_negative": 0.07530258874886102, "mask_rcnn/false_positive": 0.12788568122548832, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.997849992942065, "total_loss": 0.7169831624487415}
{"data_time": 0.02029749541543424, "eta_seconds": 180247.94961479958, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2827627627627628, "fast_rcnn/fg_cls_accuracy": 0.6772514619883041, "iteration": 89379, "loss_box_reg": 0.22282785084098577, "loss_cls": 0.18369440641254187, "loss_mask": 0.24660161696374416, "loss_rpn_cls": 0.0304080886853626, "loss_rpn_loc": 0.06951217068126425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972126733117722, "mask_rcnn/false_negative": 0.08223384521091669, "mask_rcnn/false_positive": 0.12387414771031724, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0109521609265357, "total_loss": 0.7709837747388519}
{"data_time": 0.026327435858547688, "eta_seconds": 180191.81974134408, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.30484113480789776, "fast_rcnn/fg_cls_accuracy": 0.63005575086112, "iteration": 89399, "loss_box_reg": 0.2255593966692686, "loss_cls": 0.2064545601606369, "loss_mask": 0.2378960568457842, "loss_rpn_cls": 0.037133234553039074, "loss_rpn_loc": 0.08609030931256711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959409587868741, "mask_rcnn/false_negative": 0.09593750400224424, "mask_rcnn/false_positive": 0.1089618403454106, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.984008701518178, "total_loss": 0.8091006338363513}
{"data_time": 0.014702305430546403, "eta_seconds": 180096.90761237405, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.28630030959752323, "fast_rcnn/fg_cls_accuracy": 0.6889360027976918, "iteration": 89419, "loss_box_reg": 0.21893207635730505, "loss_cls": 0.18150135222822428, "loss_mask": 0.23501086421310902, "loss_rpn_cls": 0.037438937462866306, "loss_rpn_loc": 0.06901484273839742, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070129102878555, "mask_rcnn/false_negative": 0.08878894812919595, "mask_rcnn/false_positive": 0.10498742234616254, "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": 0.9726157512050122, "total_loss": 0.7418469324475154}
{"data_time": 0.01744643598794937, "eta_seconds": 180025.8342071995, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.28506944444444443, "fast_rcnn/fg_cls_accuracy": 0.7007635946327684, "iteration": 89439, "loss_box_reg": 0.2103441171348095, "loss_cls": 0.16122453659772873, "loss_mask": 0.24871351569890976, "loss_rpn_cls": 0.03643335623200983, "loss_rpn_loc": 0.06989696458913386, "lr": 0.0001, "mask_rcnn/accuracy": 0.900485203099999, "mask_rcnn/false_negative": 0.09517634285166178, "mask_rcnn/false_positive": 0.10989051516683632, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9666986356023699, "total_loss": 0.7326148994034156}
{"data_time": 0.016365053597837687, "eta_seconds": 179855.88350126054, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2661126890605072, "fast_rcnn/fg_cls_accuracy": 0.7158910734104963, "iteration": 89459, "loss_box_reg": 0.2063758261501789, "loss_cls": 0.17464569490402937, "loss_mask": 0.2420036457479, "loss_rpn_cls": 0.028565817279741168, "loss_rpn_loc": 0.07180038187652826, "lr": 0.0001, "mask_rcnn/accuracy": 0.897014584135541, "mask_rcnn/false_negative": 0.09334801872146821, "mask_rcnn/false_positive": 0.12127978275493731, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9909035244490951, "total_loss": 0.7109524885891005}
{"data_time": 0.01446801726706326, "eta_seconds": 180014.93439812213, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2782171375921376, "fast_rcnn/fg_cls_accuracy": 0.7128567602501252, "iteration": 89479, "loss_box_reg": 0.19541079457849264, "loss_cls": 0.16684758756309748, "loss_mask": 0.24098746292293072, "loss_rpn_cls": 0.030424656346440315, "loss_rpn_loc": 0.053762461873702705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931787291106266, "mask_rcnn/false_negative": 0.10355810519253206, "mask_rcnn/false_positive": 0.11075270380644361, "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": 0.9959699758328497, "total_loss": 0.6784388498635963}
{"data_time": 0.019980917451903224, "eta_seconds": 179772.22988940775, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3263275886226706, "fast_rcnn/fg_cls_accuracy": 0.6613543091655267, "iteration": 89499, "loss_box_reg": 0.20140836015343666, "loss_cls": 0.1650012256577611, "loss_mask": 0.23362856730818748, "loss_rpn_cls": 0.029681933228857815, "loss_rpn_loc": 0.06229048874229193, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018565469220475, "mask_rcnn/false_negative": 0.08933864984165218, "mask_rcnn/false_positive": 0.11080119703269382, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9728939328342676, "total_loss": 0.7016846608603373}
{"data_time": 0.01868887641467154, "eta_seconds": 179867.3437678814, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.32155926165803106, "fast_rcnn/fg_cls_accuracy": 0.6494327733431304, "iteration": 89519, "loss_box_reg": 0.20231076329946518, "loss_cls": 0.17866430897265673, "loss_mask": 0.2469491045922041, "loss_rpn_cls": 0.03845445369370282, "loss_rpn_loc": 0.0677900486625731, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960149946802225, "mask_rcnn/false_negative": 0.10034847760112714, "mask_rcnn/false_positive": 0.11220314747737736, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0076681540813297, "total_loss": 0.7417359880055301}
{"data_time": 0.013805582886561751, "eta_seconds": 179776.1866436107, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33127546945019837, "fast_rcnn/fg_cls_accuracy": 0.6417493451861258, "iteration": 89539, "loss_box_reg": 0.19994961470365524, "loss_cls": 0.17400962114334106, "loss_mask": 0.2440963927656412, "loss_rpn_cls": 0.03296355437487364, "loss_rpn_loc": 0.06704971706494689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974132682945155, "mask_rcnn/false_negative": 0.10037297028849514, "mask_rcnn/false_positive": 0.11561743105168537, "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": 0.9833590788766742, "total_loss": 0.7062657631468028}
{"data_time": 0.018997483886778355, "eta_seconds": 179666.3041489292, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.28983433734939756, "fast_rcnn/fg_cls_accuracy": 0.7029036144578313, "iteration": 89559, "loss_box_reg": 0.2171274507418275, "loss_cls": 0.17254202160984278, "loss_mask": 0.25536457262933254, "loss_rpn_cls": 0.03310735948616639, "loss_rpn_loc": 0.06572661187965423, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014463368081045, "mask_rcnn/false_negative": 0.08994586055234766, "mask_rcnn/false_positive": 0.11697318544191411, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.991606279509142, "total_loss": 0.7649459770182148}
{"data_time": 0.01516683679074049, "eta_seconds": 179872.61428008322, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3301725318362317, "fast_rcnn/fg_cls_accuracy": 0.6615089689168835, "iteration": 89579, "loss_box_reg": 0.21304682083427906, "loss_cls": 0.17673540860414505, "loss_mask": 0.23649353720247746, "loss_rpn_cls": 0.03616740211145952, "loss_rpn_loc": 0.08412206708453596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961481645876703, "mask_rcnn/false_negative": 0.0930360780949508, "mask_rcnn/false_positive": 0.10923871162881654, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0146018757950515, "total_loss": 0.7609738556202501}
{"data_time": 0.02400034130550921, "eta_seconds": 179778.88411888853, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.26677440206851977, "fast_rcnn/fg_cls_accuracy": 0.6335023866348448, "iteration": 89599, "loss_box_reg": 0.22900048829615116, "loss_cls": 0.18037526309490204, "loss_mask": 0.25689532794058323, "loss_rpn_cls": 0.0321358279325068, "loss_rpn_loc": 0.07687742519192398, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907822998154147, "mask_rcnn/false_negative": 0.09035394555039256, "mask_rcnn/false_positive": 0.1242778917576843, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9827479780651629, "total_loss": 0.7872550950851291}
{"data_time": 0.022692275000736117, "eta_seconds": 179652.71372549236, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31323480013436344, "fast_rcnn/fg_cls_accuracy": 0.669188466718361, "iteration": 89619, "loss_box_reg": 0.22848330065608025, "loss_cls": 0.18194745853543282, "loss_mask": 0.2483169175684452, "loss_rpn_cls": 0.0359269009786658, "loss_rpn_loc": 0.09078536322340369, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929534838986202, "mask_rcnn/false_negative": 0.11825100954437366, "mask_rcnn/false_positive": 0.10309533291451228, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.0037558975163847, "total_loss": 0.7572653683600947}
{"data_time": 0.0251262616366148, "eta_seconds": 179739.0218385961, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27481664367148356, "fast_rcnn/fg_cls_accuracy": 0.6868155956045632, "iteration": 89639, "loss_box_reg": 0.20639372011646628, "loss_cls": 0.17537930514663458, "loss_mask": 0.23269656114280224, "loss_rpn_cls": 0.041825488675385714, "loss_rpn_loc": 0.07478019187692553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998088801470567, "mask_rcnn/false_negative": 0.08972081383203857, "mask_rcnn/false_positive": 0.11693901089410541, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0154695899691433, "total_loss": 0.7417843110160902}
{"data_time": 0.02602207288146019, "eta_seconds": 179792.8569962876, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3181883842077228, "fast_rcnn/fg_cls_accuracy": 0.6613393555111613, "iteration": 89659, "loss_box_reg": 0.22954186331480742, "loss_cls": 0.1959159392863512, "loss_mask": 0.2423371598124504, "loss_rpn_cls": 0.03529354481725022, "loss_rpn_loc": 0.07820391049608588, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938613733499415, "mask_rcnn/false_negative": 0.08902589242552539, "mask_rcnn/false_positive": 0.11986310040078871, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0025748915504664, "total_loss": 0.8136862338287756}
{"data_time": 0.01511001167818904, "eta_seconds": 179835.00776100904, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29622264733521275, "fast_rcnn/fg_cls_accuracy": 0.69512561852429, "iteration": 89679, "loss_box_reg": 0.217534807510674, "loss_cls": 0.1680895211175084, "loss_mask": 0.2472848929464817, "loss_rpn_cls": 0.029748025932349265, "loss_rpn_loc": 0.0690571612212807, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926612056758656, "mask_rcnn/false_negative": 0.10278725422746121, "mask_rcnn/false_positive": 0.11358559460912254, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0019780439324677, "total_loss": 0.7437252476811409}
{"data_time": 0.026094792177900672, "eta_seconds": 179899.57965854555, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3241634962442689, "fast_rcnn/fg_cls_accuracy": 0.6127130305917222, "iteration": 89699, "loss_box_reg": 0.2348728310316801, "loss_cls": 0.1822135839611292, "loss_mask": 0.24953725188970566, "loss_rpn_cls": 0.03665431446279399, "loss_rpn_loc": 0.07296010479331017, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034920884498, "mask_rcnn/false_negative": 0.10777905865565446, "mask_rcnn/false_positive": 0.10156900361110308, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0718704781029373, "total_loss": 0.7713060984387994}
{"data_time": 0.014139110455289483, "eta_seconds": 179567.2891788371, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2701968008626887, "fast_rcnn/fg_cls_accuracy": 0.7053653846153847, "iteration": 89719, "loss_box_reg": 0.1884848577901721, "loss_cls": 0.15091636450961232, "loss_mask": 0.252751175314188, "loss_rpn_cls": 0.030757205677218735, "loss_rpn_loc": 0.06634367420338094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996332695294407, "mask_rcnn/false_negative": 0.09419305294869244, "mask_rcnn/false_positive": 0.11736261254994673, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.984289841959253, "total_loss": 0.7025822928408161}
{"data_time": 0.017684988910332322, "eta_seconds": 179533.19756157696, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.36091074681238616, "fast_rcnn/fg_cls_accuracy": 0.603232336424187, "iteration": 89739, "loss_box_reg": 0.2127780131995678, "loss_cls": 0.1741823935881257, "loss_mask": 0.23898282833397388, "loss_rpn_cls": 0.03960724745411426, "loss_rpn_loc": 0.08632581075653434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924382359147138, "mask_rcnn/false_negative": 0.09253909317516926, "mask_rcnn/false_positive": 0.11760627688325803, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0085917571559548, "total_loss": 0.7905577716883272}
{"data_time": 0.023576949955895543, "eta_seconds": 179405.19124774262, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3067141173270469, "fast_rcnn/fg_cls_accuracy": 0.6631456463263518, "iteration": 89759, "loss_box_reg": 0.2283039754256606, "loss_cls": 0.18175392132252455, "loss_mask": 0.24997291341423988, "loss_rpn_cls": 0.037940223584882915, "loss_rpn_loc": 0.08136284170905128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892836543783215, "mask_rcnn/false_negative": 0.10279404173239048, "mask_rcnn/false_positive": 0.12688465952239508, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.985808519879356, "total_loss": 0.7963344675954431}
{"data_time": 0.015438928036019206, "eta_seconds": 179447.2474712925, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3095977193538169, "fast_rcnn/fg_cls_accuracy": 0.6446969696969698, "iteration": 89779, "loss_box_reg": 0.21653680317103863, "loss_cls": 0.19017223548144102, "loss_mask": 0.24115043878555298, "loss_rpn_cls": 0.03870999824721366, "loss_rpn_loc": 0.07666283450089395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999030483405484, "mask_rcnn/false_negative": 0.07698499095592043, "mask_rcnn/false_positive": 0.1304203321695197, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0175867874640971, "total_loss": 0.7718127705156803}
{"data_time": 0.016823201440274715, "eta_seconds": 179441.0357485991, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26515465914121294, "fast_rcnn/fg_cls_accuracy": 0.7162046259406818, "iteration": 89799, "loss_box_reg": 0.22659230791032314, "loss_cls": 0.17105448804795742, "loss_mask": 0.25043334625661373, "loss_rpn_cls": 0.03408624476287514, "loss_rpn_loc": 0.07541424420196563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977521526922139, "mask_rcnn/false_negative": 0.07505043494086815, "mask_rcnn/false_positive": 0.12764330397258328, "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": 1.0172758288681507, "total_loss": 0.7650007453630678}
{"data_time": 0.01897342363372445, "eta_seconds": 179357.12535033468, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3294282217170834, "fast_rcnn/fg_cls_accuracy": 0.6498925151455931, "iteration": 89819, "loss_box_reg": 0.2288096509873867, "loss_cls": 0.17817760352045298, "loss_mask": 0.245634401217103, "loss_rpn_cls": 0.03414096846245229, "loss_rpn_loc": 0.07663625571876764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975580252712558, "mask_rcnn/false_negative": 0.08653695284441268, "mask_rcnn/false_positive": 0.12706171396314772, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9818303005304188, "total_loss": 0.7574912022682838}
{"data_time": 0.015384053112939, "eta_seconds": 179282.27825142443, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3175998506905562, "fast_rcnn/fg_cls_accuracy": 0.6208543013723178, "iteration": 89839, "loss_box_reg": 0.22905418276786804, "loss_cls": 0.19766015652567148, "loss_mask": 0.25157842971384525, "loss_rpn_cls": 0.03926648083142936, "loss_rpn_loc": 0.08597751037450507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998822307050776, "mask_rcnn/false_negative": 0.09157684400798524, "mask_rcnn/false_positive": 0.11391941804778315, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9759650495834649, "total_loss": 0.8025141037069261}
{"data_time": 0.021304217632859945, "eta_seconds": 179297.49340053182, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27515063996613137, "fast_rcnn/fg_cls_accuracy": 0.674565560821485, "iteration": 89859, "loss_box_reg": 0.23011662811040878, "loss_cls": 0.1901830192655325, "loss_mask": 0.24899466522037983, "loss_rpn_cls": 0.037851212080568075, "loss_rpn_loc": 0.07187697757035494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961420956420987, "mask_rcnn/false_negative": 0.09038939275518078, "mask_rcnn/false_positive": 0.1178360760962719, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0246860873885453, "total_loss": 0.7756113887298852}
{"data_time": 0.016776791075244546, "eta_seconds": 179515.45522285625, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3493391425328598, "fast_rcnn/fg_cls_accuracy": 0.6139750302053968, "iteration": 89879, "loss_box_reg": 0.21259208396077156, "loss_cls": 0.17125155590474606, "loss_mask": 0.2419740315526724, "loss_rpn_cls": 0.03209611657075584, "loss_rpn_loc": 0.0719198128208518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999449832515385, "mask_rcnn/false_negative": 0.08694936487634754, "mask_rcnn/false_positive": 0.11333169783353983, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9974819039925933, "total_loss": 0.7203614418394864}
{"data_time": 0.01891898736357689, "eta_seconds": 179631.181160314, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3053379953379953, "fast_rcnn/fg_cls_accuracy": 0.6787598116169544, "iteration": 89899, "loss_box_reg": 0.20792431198060513, "loss_cls": 0.17096153274178505, "loss_mask": 0.2328645959496498, "loss_rpn_cls": 0.03590028581675142, "loss_rpn_loc": 0.07023785903584212, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020296482648359, "mask_rcnn/false_negative": 0.08689104210670096, "mask_rcnn/false_positive": 0.1166118329675889, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9861718399915844, "total_loss": 0.7447422922123224}
{"data_time": 0.015540174208581448, "eta_seconds": 179611.23322237283, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3372027785199038, "fast_rcnn/fg_cls_accuracy": 0.6602591504141063, "iteration": 89919, "loss_box_reg": 0.21289862971752882, "loss_cls": 0.17933729756623507, "loss_mask": 0.24414728954434395, "loss_rpn_cls": 0.03258674847893417, "loss_rpn_loc": 0.07311134645715356, "lr": 0.0001, "mask_rcnn/accuracy": 0.88309792022772, "mask_rcnn/false_negative": 0.08949347808946798, "mask_rcnn/false_positive": 0.12107429352424988, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9939357754774392, "total_loss": 0.7616169867105782}
{"data_time": 0.018850080901756883, "eta_seconds": 179885.9315912146, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.29718157632191555, "fast_rcnn/fg_cls_accuracy": 0.6915391863429774, "iteration": 89939, "loss_box_reg": 0.22915580309927464, "loss_cls": 0.1818405264057219, "loss_mask": 0.25120444782078266, "loss_rpn_cls": 0.03600052138790488, "loss_rpn_loc": 0.062491043005138636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970834385886892, "mask_rcnn/false_negative": 0.09476997114864591, "mask_rcnn/false_positive": 0.11569940482243668, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.014473668532446, "total_loss": 0.7539230403490365}
{"data_time": 0.01963515649549663, "eta_seconds": 179665.57846157812, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.31103662683377054, "fast_rcnn/fg_cls_accuracy": 0.6598580003522891, "iteration": 89959, "loss_box_reg": 0.22828592360019684, "loss_cls": 0.19284053635783494, "loss_mask": 0.2429114580154419, "loss_rpn_cls": 0.03747703484259546, "loss_rpn_loc": 0.08305955375544727, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968779777095844, "mask_rcnn/false_negative": 0.09019978255276445, "mask_rcnn/false_positive": 0.10763189684864086, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0042938156984746, "total_loss": 0.7896828621160239}
{"data_time": 0.016633578576147556, "eta_seconds": 179869.3791578617, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3340486409155937, "fast_rcnn/fg_cls_accuracy": 0.609375, "iteration": 89979, "loss_box_reg": 0.1973333153873682, "loss_cls": 0.16222409904003143, "loss_mask": 0.2377330269664526, "loss_rpn_cls": 0.02647591137792915, "loss_rpn_loc": 0.0635765721090138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971344444790111, "mask_rcnn/false_negative": 0.08387010693116974, "mask_rcnn/false_positive": 0.12353297758837803, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0300359232351184, "total_loss": 0.7013223653193563}
{"bbox/AP": 40.664208886950625, "bbox/AP-airplane": 63.20908062110567, "bbox/AP-apple": 17.555439123986634, "bbox/AP-backpack": 15.08872206556596, "bbox/AP-banana": 24.331823997646385, "bbox/AP-baseball bat": 28.391827001786353, "bbox/AP-baseball glove": 40.913938792000884, "bbox/AP-bear": 68.25372036365762, "bbox/AP-bed": 43.36133724774211, "bbox/AP-bench": 24.616647591785203, "bbox/AP-bicycle": 30.677227971407927, "bbox/AP-bird": 36.78300342747987, "bbox/AP-boat": 26.92015173297049, "bbox/AP-book": 14.702618578193476, "bbox/AP-bottle": 37.94779055771576, "bbox/AP-bowl": 41.229486057985504, "bbox/AP-broccoli": 23.82650122084481, "bbox/AP-bus": 63.372522513263426, "bbox/AP-cake": 36.222272374864765, "bbox/AP-car": 43.898013367862355, "bbox/AP-carrot": 21.96238022758003, "bbox/AP-cat": 63.44913299259179, "bbox/AP-cell phone": 35.071143092297426, "bbox/AP-chair": 27.461022837334966, "bbox/AP-clock": 51.38147324660083, "bbox/AP-couch": 42.786189556871705, "bbox/AP-cow": 57.670084991095294, "bbox/AP-cup": 40.6259128709792, "bbox/AP-dining table": 26.58755218580429, "bbox/AP-dog": 61.857587683954364, "bbox/AP-donut": 44.171383164555294, "bbox/AP-elephant": 64.81333652488944, "bbox/AP-fire hydrant": 66.49549139804508, "bbox/AP-fork": 30.693252351206358, "bbox/AP-frisbee": 65.53445339328971, "bbox/AP-giraffe": 66.28524178699699, "bbox/AP-hair drier": 1.6407355021216405, "bbox/AP-handbag": 14.036360755847133, "bbox/AP-horse": 57.78860931868132, "bbox/AP-hot dog": 32.762979124480154, "bbox/AP-keyboard": 46.803834495889404, "bbox/AP-kite": 41.84508354295435, "bbox/AP-knife": 18.54584049239803, "bbox/AP-laptop": 56.73746316164227, "bbox/AP-microwave": 47.57321630337895, "bbox/AP-motorcycle": 44.01974285617296, "bbox/AP-mouse": 60.63181265493258, "bbox/AP-orange": 32.368212807715935, "bbox/AP-oven": 32.51595876705029, "bbox/AP-parking meter": 44.26941178203563, "bbox/AP-person": 54.57821928421891, "bbox/AP-pizza": 50.43750227219033, "bbox/AP-potted plant": 26.34638199951863, "bbox/AP-refrigerator": 54.71233119632469, "bbox/AP-remote": 29.87779869456748, "bbox/AP-sandwich": 31.816469929752312, "bbox/AP-scissors": 22.492834987278957, "bbox/AP-sheep": 53.63276989706266, "bbox/AP-sink": 34.787401881200516, "bbox/AP-skateboard": 49.92935423462084, "bbox/AP-skis": 21.47715653964532, "bbox/AP-snowboard": 36.8308408775062, "bbox/AP-spoon": 14.677400262803515, "bbox/AP-sports ball": 48.86415087438284, "bbox/AP-stop sign": 68.4104446485012, "bbox/AP-suitcase": 39.10623228325889, "bbox/AP-surfboard": 39.17871164907282, "bbox/AP-teddy bear": 43.00433399907715, "bbox/AP-tennis racket": 46.727045136448105, "bbox/AP-tie": 33.041929419526575, "bbox/AP-toaster": 45.84311814640111, "bbox/AP-toilet": 56.406195311920484, "bbox/AP-toothbrush": 24.821163481213766, "bbox/AP-traffic light": 28.740714923626843, "bbox/AP-train": 60.1293479866992, "bbox/AP-truck": 31.115904034782915, "bbox/AP-tv": 54.12075789316838, "bbox/AP-umbrella": 35.43053353072925, "bbox/AP-vase": 36.764843918957965, "bbox/AP-wine glass": 35.82787949147735, "bbox/AP-zebra": 64.31991769285598, "bbox/AP50": 63.17004285837113, "bbox/AP75": 44.21229922042762, "bbox/APl": 51.08691313729263, "bbox/APm": 43.774231151868904, "bbox/APs": 26.675073933280252, "data_time": 0.023078984348103404, "eta_seconds": 179825.98959468305, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30283587380361576, "fast_rcnn/fg_cls_accuracy": 0.6682692307692308, "iteration": 89999, "loss_box_reg": 0.22488710284233093, "loss_cls": 0.18355092033743858, "loss_mask": 0.24808824621140957, "loss_rpn_cls": 0.02764527895487845, "loss_rpn_loc": 0.07553653256036341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957713598039445, "mask_rcnn/false_negative": 0.09182001166500765, "mask_rcnn/false_positive": 0.11844911524702337, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "segm/AP": 37.75034947540632, "segm/AP-airplane": 51.71585954856811, "segm/AP-apple": 17.181114326934978, "segm/AP-backpack": 14.394691253666569, "segm/AP-banana": 19.401653759146242, "segm/AP-baseball bat": 25.893821448634057, "segm/AP-baseball glove": 44.5443181327888, "segm/AP-bear": 69.94740255824921, "segm/AP-bed": 32.95312286250682, "segm/AP-bench": 17.981459333650232, "segm/AP-bicycle": 18.535909063651715, "segm/AP-bird": 32.07288343910835, "segm/AP-boat": 24.26268140706251, "segm/AP-book": 10.0014288235289, "segm/AP-bottle": 36.95557437628777, "segm/AP-bowl": 39.37853390702613, "segm/AP-broccoli": 23.688261850428006, "segm/AP-bus": 63.74337024394707, "segm/AP-cake": 36.251646774534095, "segm/AP-car": 40.861704008407926, "segm/AP-carrot": 18.755797086670164, "segm/AP-cat": 65.47962359390563, "segm/AP-cell phone": 34.25464146952511, "segm/AP-chair": 19.191504482951018, "segm/AP-clock": 52.617277439034694, "segm/AP-couch": 37.49175384770067, "segm/AP-cow": 50.102082913560565, "segm/AP-cup": 41.85140017727384, "segm/AP-dining table": 15.353466906860616, "segm/AP-dog": 59.9397146540248, "segm/AP-donut": 49.02747988713376, "segm/AP-elephant": 60.2734324567221, "segm/AP-fire hydrant": 64.26430666951751, "segm/AP-fork": 17.578219260120807, "segm/AP-frisbee": 65.06076338018899, "segm/AP-giraffe": 52.33746848315769, "segm/AP-hair drier": 0.7072135785007071, "segm/AP-handbag": 13.643080260270061, "segm/AP-horse": 42.897104725892035, "segm/AP-hot dog": 25.1009916274856, "segm/AP-keyboard": 48.64060329567477, "segm/AP-kite": 31.128748060393534, "segm/AP-knife": 12.353093067425972, "segm/AP-laptop": 59.317496330845955, "segm/AP-microwave": 51.950621828066524, "segm/AP-motorcycle": 34.76761340548618, "segm/AP-mouse": 61.52954742533873, "segm/AP-orange": 32.392364298808666, "segm/AP-oven": 29.217016826182885, "segm/AP-parking meter": 47.57487102679428, "segm/AP-person": 48.04230162982511, "segm/AP-pizza": 50.1893394325194, "segm/AP-potted plant": 22.50101766605174, "segm/AP-refrigerator": 56.139937930534145, "segm/AP-remote": 29.729405692087468, "segm/AP-sandwich": 35.50131635321796, "segm/AP-scissors": 16.355206770151533, "segm/AP-sheep": 48.35508033271259, "segm/AP-sink": 33.629295612095625, "segm/AP-skateboard": 29.989869947265426, "segm/AP-skis": 2.4549064524387045, "segm/AP-snowboard": 21.45566058429791, "segm/AP-spoon": 9.41322203048419, "segm/AP-sports ball": 49.88592936214373, "segm/AP-stop sign": 68.5035205450391, "segm/AP-suitcase": 41.95158100899294, "segm/AP-surfboard": 32.99729933197729, "segm/AP-teddy bear": 44.66969872630012, "segm/AP-tennis racket": 55.3466985809583, "segm/AP-tie": 31.88522174791939, "segm/AP-toaster": 52.38472869843375, "segm/AP-toilet": 58.08398290231131, "segm/AP-toothbrush": 16.53158170177586, "segm/AP-traffic light": 28.822946608880244, "segm/AP-train": 59.657640966873885, "segm/AP-truck": 31.01639795531882, "segm/AP-tv": 57.120458056180965, "segm/AP-umbrella": 45.8166890312435, "segm/AP-vase": 36.80967954421235, "segm/AP-wine glass": 32.93339978624614, "segm/AP-zebra": 57.28920746037465, "segm/AP50": 59.96655241314372, "segm/AP75": 40.27750066177273, "segm/APl": 53.076013745120676, "segm/APm": 40.5170838881348, "segm/APs": 20.484781462969355, "time": 0.9986747116781771, "total_loss": 0.7908715796656907}
{"data_time": 0.02689345390535891, "eta_seconds": 179827.5200343784, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2863414634146342, "fast_rcnn/fg_cls_accuracy": 0.6850813008130081, "iteration": 90019, "loss_box_reg": 0.20567686296999454, "loss_cls": 0.16977049503475428, "loss_mask": 0.24123133532702923, "loss_rpn_cls": 0.03386029088869691, "loss_rpn_loc": 0.06184802087955177, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898524298715625, "mask_rcnn/false_negative": 0.09970854631889832, "mask_rcnn/false_positive": 0.1337017586366203, "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": 0.9637883710674942, "total_loss": 0.7817703578621149}
{"data_time": 0.013543474022299051, "eta_seconds": 179809.42935923114, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6618342458934794, "iteration": 90039, "loss_box_reg": 0.21476719435304403, "loss_cls": 0.1724343840032816, "loss_mask": 0.24645299836993217, "loss_rpn_cls": 0.03867430123500526, "loss_rpn_loc": 0.08129274821840227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890496977552949, "mask_rcnn/false_negative": 0.09024671571884318, "mask_rcnn/false_positive": 0.11440007634275515, "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": 0.9728321030270308, "total_loss": 0.7599368585506454}
{"data_time": 0.021126827457919717, "eta_seconds": 179808.69609092362, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3168791432942376, "fast_rcnn/fg_cls_accuracy": 0.6624210417313865, "iteration": 90059, "loss_box_reg": 0.23357443837448955, "loss_cls": 0.1791683454066515, "loss_mask": 0.23952246643602848, "loss_rpn_cls": 0.03655275423079729, "loss_rpn_loc": 0.09457103291060776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880326513829215, "mask_rcnn/false_negative": 0.09923749148055949, "mask_rcnn/false_positive": 0.11558835383126485, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0307897860184312, "total_loss": 0.7990132926497608}
{"data_time": 0.016197388991713524, "eta_seconds": 179867.27298477665, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3362886107451325, "fast_rcnn/fg_cls_accuracy": 0.6551515151515152, "iteration": 90079, "loss_box_reg": 0.2363001313060522, "loss_cls": 0.1853404939174652, "loss_mask": 0.2369685098528862, "loss_rpn_cls": 0.039555517956614494, "loss_rpn_loc": 0.0897100477013737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949537868031828, "mask_rcnn/false_negative": 0.08363233071153166, "mask_rcnn/false_positive": 0.12583539273524363, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0333838339429349, "total_loss": 0.7815257150214165}
{"data_time": 0.019057423574849963, "eta_seconds": 179856.53398605064, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2886223506743738, "fast_rcnn/fg_cls_accuracy": 0.690952380952381, "iteration": 90099, "loss_box_reg": 0.24118570238351822, "loss_cls": 0.18791299406439066, "loss_mask": 0.25072537548840046, "loss_rpn_cls": 0.03549988055601716, "loss_rpn_loc": 0.07932133972644806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917733313403962, "mask_rcnn/false_negative": 0.09042204095989842, "mask_rcnn/false_positive": 0.12142988530860742, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9848762892652303, "total_loss": 0.7997016949229874}
{"data_time": 0.01936213136650622, "eta_seconds": 179827.28470710106, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2834540479639466, "fast_rcnn/fg_cls_accuracy": 0.6783544226419709, "iteration": 90119, "loss_box_reg": 0.21442180313169956, "loss_cls": 0.1781116919592023, "loss_mask": 0.2415725514292717, "loss_rpn_cls": 0.03279982227832079, "loss_rpn_loc": 0.08168177958577871, "lr": 0.0001, "mask_rcnn/accuracy": 0.901402118357692, "mask_rcnn/false_negative": 0.08835916360934165, "mask_rcnn/false_positive": 0.11415374917486287, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.968347982969135, "total_loss": 0.7521783660631627}
{"data_time": 0.019422102952376008, "eta_seconds": 179893.95171253942, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3257321731748727, "fast_rcnn/fg_cls_accuracy": 0.6359695407123156, "iteration": 90139, "loss_box_reg": 0.21781304106116295, "loss_cls": 0.1692309956997633, "loss_mask": 0.24931075796484947, "loss_rpn_cls": 0.03819125343579799, "loss_rpn_loc": 0.07876248145475984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886639030612244, "mask_rcnn/false_negative": 0.102436652124443, "mask_rcnn/false_positive": 0.12553337028254244, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0048004174605012, "total_loss": 0.7534230687306263}
{"data_time": 0.023184133926406503, "eta_seconds": 179873.94793719053, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2980344386175001, "fast_rcnn/fg_cls_accuracy": 0.6595298068849706, "iteration": 90159, "loss_box_reg": 0.23024560138583183, "loss_cls": 0.20316450111567974, "loss_mask": 0.24321560934185982, "loss_rpn_cls": 0.033954132813960314, "loss_rpn_loc": 0.08402830653358251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908421892990441, "mask_rcnn/false_negative": 0.10185609018066705, "mask_rcnn/false_positive": 0.11312215428237812, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9819743195548654, "total_loss": 0.8220701247337274}
{"data_time": 0.025397276738658547, "eta_seconds": 179995.7454740256, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2958602379203238, "fast_rcnn/fg_cls_accuracy": 0.6629483560814033, "iteration": 90179, "loss_box_reg": 0.21958143636584282, "loss_cls": 0.17772073671221733, "loss_mask": 0.24101006984710693, "loss_rpn_cls": 0.0336160376900807, "loss_rpn_loc": 0.07733093504793942, "lr": 0.0001, "mask_rcnn/accuracy": 0.895656962289489, "mask_rcnn/false_negative": 0.09541649589122875, "mask_rcnn/false_positive": 0.12000762488567686, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.018008231651038, "total_loss": 0.7576619606115855}
{"data_time": 0.014643376925960183, "eta_seconds": 179938.30459457822, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2520608889082741, "fast_rcnn/fg_cls_accuracy": 0.7019222192489519, "iteration": 90199, "loss_box_reg": 0.21892953291535378, "loss_cls": 0.16878406144678593, "loss_mask": 0.23689326830208302, "loss_rpn_cls": 0.03480269096326083, "loss_rpn_loc": 0.0739211700274609, "lr": 0.0001, "mask_rcnn/accuracy": 0.911114558435987, "mask_rcnn/false_negative": 0.07770180980143432, "mask_rcnn/false_positive": 0.10776533320659927, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0181609271094203, "total_loss": 0.7495071125449613}
{"data_time": 0.018391516525298357, "eta_seconds": 179916.86129835434, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2620366869613966, "fast_rcnn/fg_cls_accuracy": 0.7113649129376521, "iteration": 90219, "loss_box_reg": 0.23512429371476173, "loss_cls": 0.20025280956178904, "loss_mask": 0.25925372168421745, "loss_rpn_cls": 0.03699697006959468, "loss_rpn_loc": 0.06920265476219356, "lr": 0.0001, "mask_rcnn/accuracy": 0.887692481709665, "mask_rcnn/false_negative": 0.09135488276461973, "mask_rcnn/false_positive": 0.12007611193425183, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.003662305418402, "total_loss": 0.8160926073323935}
{"data_time": 0.016426800517365336, "eta_seconds": 179843.07561792433, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3089266240847484, "fast_rcnn/fg_cls_accuracy": 0.6600355738625725, "iteration": 90239, "loss_box_reg": 0.22211261559277773, "loss_cls": 0.18414601776748896, "loss_mask": 0.2383241467177868, "loss_rpn_cls": 0.03586906578857452, "loss_rpn_loc": 0.08165451535023749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876109664353393, "mask_rcnn/false_negative": 0.09684152452229419, "mask_rcnn/false_positive": 0.12262764895929151, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9570085820741951, "total_loss": 0.7820382736972533}
{"data_time": 0.025487278820946813, "eta_seconds": 179823.0663749762, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.32493462628023534, "fast_rcnn/fg_cls_accuracy": 0.6336230163014143, "iteration": 90259, "loss_box_reg": 0.21518295630812645, "loss_cls": 0.18135526403784752, "loss_mask": 0.24537021853029728, "loss_rpn_cls": 0.030709410784766078, "loss_rpn_loc": 0.05965426564216614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978546283425788, "mask_rcnn/false_negative": 0.09162019805832547, "mask_rcnn/false_positive": 0.11107774768803459, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0238375845365226, "total_loss": 0.7604021825827658}
{"data_time": 0.016143841203302145, "eta_seconds": 179789.42826855928, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3424741602067184, "fast_rcnn/fg_cls_accuracy": 0.6428418803418803, "iteration": 90279, "loss_box_reg": 0.2295634876936674, "loss_cls": 0.18334901938214898, "loss_mask": 0.2576142977923155, "loss_rpn_cls": 0.031356509163742885, "loss_rpn_loc": 0.07703775400295854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917037758085691, "mask_rcnn/false_negative": 0.09000329468155176, "mask_rcnn/false_positive": 0.1418002153729968, "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": 1.0111376303248107, "total_loss": 0.7693219557404518}
{"data_time": 0.017003264045342803, "eta_seconds": 179769.42054228857, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.2911754911754912, "fast_rcnn/fg_cls_accuracy": 0.6795156396412476, "iteration": 90299, "loss_box_reg": 0.19993867445737123, "loss_cls": 0.16649835463613272, "loss_mask": 0.23978981003165245, "loss_rpn_cls": 0.02906672697281465, "loss_rpn_loc": 0.06643417221494019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951811336062072, "mask_rcnn/false_negative": 0.08640978618909767, "mask_rcnn/false_positive": 0.11877796752977707, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.9994243970140815, "total_loss": 0.6958018117584288}
{"data_time": 0.015694022877141833, "eta_seconds": 179749.41281601787, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29548782309875987, "fast_rcnn/fg_cls_accuracy": 0.6414684670860826, "iteration": 90319, "loss_box_reg": 0.20817292481660843, "loss_cls": 0.17682511918246746, "loss_mask": 0.24483278952538967, "loss_rpn_cls": 0.029742682818323374, "loss_rpn_loc": 0.06730360607616603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996943942318049, "mask_rcnn/false_negative": 0.08487985026998471, "mask_rcnn/false_positive": 0.1111776115482759, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9898629963863641, "total_loss": 0.7479783643502742}
{"data_time": 0.027828359743580222, "eta_seconds": 179616.59197295085, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3242656211102813, "fast_rcnn/fg_cls_accuracy": 0.650242718446602, "iteration": 90339, "loss_box_reg": 0.20074643567204475, "loss_cls": 0.16005869815126061, "loss_mask": 0.24433815106749535, "loss_rpn_cls": 0.037542827310971916, "loss_rpn_loc": 0.06918146915268153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941471246094131, "mask_rcnn/false_negative": 0.09099979139989328, "mask_rcnn/false_positive": 0.11085803976697645, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.986278137890622, "total_loss": 0.723724908195436}
{"data_time": 0.01434348663315177, "eta_seconds": 179556.16273295134, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.28884693378085446, "fast_rcnn/fg_cls_accuracy": 0.6627617338336869, "iteration": 90359, "loss_box_reg": 0.2274596495553851, "loss_cls": 0.1941673755645752, "loss_mask": 0.2524436488747597, "loss_rpn_cls": 0.0336459546815604, "loss_rpn_loc": 0.06910599092952907, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936031834608844, "mask_rcnn/false_negative": 0.08363503824387047, "mask_rcnn/false_positive": 0.12222962763742021, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9961754977703094, "total_loss": 0.80159571103286}
{"data_time": 0.016098097898066044, "eta_seconds": 179536.17206687108, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3006092851626191, "fast_rcnn/fg_cls_accuracy": 0.6415552952879078, "iteration": 90379, "loss_box_reg": 0.20407944172620773, "loss_cls": 0.1750696925446391, "loss_mask": 0.24343706667423248, "loss_rpn_cls": 0.031319635920226574, "loss_rpn_loc": 0.07211597519926727, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876887375316944, "mask_rcnn/false_negative": 0.08591398481954393, "mask_rcnn/false_positive": 0.12082662340563688, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.014413395896554, "total_loss": 0.7688528327271342}
{"data_time": 0.014378672698512673, "eta_seconds": 179547.36676337197, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3004251849263207, "fast_rcnn/fg_cls_accuracy": 0.6826256625313064, "iteration": 90399, "loss_box_reg": 0.21073092892766, "loss_cls": 0.16611717361956835, "loss_mask": 0.24666475877165794, "loss_rpn_cls": 0.03344194375677034, "loss_rpn_loc": 0.06859903084114194, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012155269647698, "mask_rcnn/false_negative": 0.08198241946101263, "mask_rcnn/false_positive": 0.1270858299634992, "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": 0.9971404406242073, "total_loss": 0.7296486543491483}
{"data_time": 0.015464589698240161, "eta_seconds": 179649.37418466434, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3394115369725126, "fast_rcnn/fg_cls_accuracy": 0.6309330236159505, "iteration": 90419, "loss_box_reg": 0.22997127566486597, "loss_cls": 0.18300757370889187, "loss_mask": 0.23825732059776783, "loss_rpn_cls": 0.0375351132825017, "loss_rpn_loc": 0.08585430518724024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875729395768333, "mask_rcnn/false_negative": 0.095956794780087, "mask_rcnn/false_positive": 0.124732378297366, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.0196238509379327, "total_loss": 0.7878809840185568}
{"data_time": 0.018660983070731163, "eta_seconds": 179721.4986643102, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2988158170641534, "fast_rcnn/fg_cls_accuracy": 0.6577669902912622, "iteration": 90439, "loss_box_reg": 0.21557720750570297, "loss_cls": 0.18765881285071373, "loss_mask": 0.242472056299448, "loss_rpn_cls": 0.03932908468414098, "loss_rpn_loc": 0.08124106959439814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975654382881332, "mask_rcnn/false_negative": 0.10069378394890081, "mask_rcnn/false_positive": 0.11890572397877938, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0021620481275022, "total_loss": 0.7547954845940694}
{"data_time": 0.01274282531812787, "eta_seconds": 179708.26307587326, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.27876464068537876, "fast_rcnn/fg_cls_accuracy": 0.6980026052974382, "iteration": 90459, "loss_box_reg": 0.20860944874584675, "loss_cls": 0.16339639481157064, "loss_mask": 0.23612267896533012, "loss_rpn_cls": 0.038162837037816644, "loss_rpn_loc": 0.0820835642516613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971364042394616, "mask_rcnn/false_negative": 0.08351238372929543, "mask_rcnn/false_positive": 0.11138129808724154, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0003574695438147, "total_loss": 0.7149578288663179}
{"data_time": 0.01609155791811645, "eta_seconds": 179656.66336789727, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35449592854255296, "fast_rcnn/fg_cls_accuracy": 0.6129668841738329, "iteration": 90479, "loss_box_reg": 0.2302358578890562, "loss_cls": 0.18909404147416353, "loss_mask": 0.249724131077528, "loss_rpn_cls": 0.03318588202819228, "loss_rpn_loc": 0.06091077841119841, "lr": 0.0001, "mask_rcnn/accuracy": 0.887864056824805, "mask_rcnn/false_negative": 0.09349959599405877, "mask_rcnn/false_positive": 0.12803126745635987, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9965327109675854, "total_loss": 0.7622098900610581}
{"data_time": 0.01918261917307973, "eta_seconds": 179661.44469950814, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.34967248908296944, "fast_rcnn/fg_cls_accuracy": 0.6357569721115538, "iteration": 90499, "loss_box_reg": 0.2355208434164524, "loss_cls": 0.19001168385148048, "loss_mask": 0.23400186374783516, "loss_rpn_cls": 0.040873889811336994, "loss_rpn_loc": 0.07318875147029757, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976718877420269, "mask_rcnn/false_negative": 0.08594170331146792, "mask_rcnn/false_positive": 0.10930739777059367, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9934051360469311, "total_loss": 0.8121069099288434}
{"data_time": 0.025582316797226667, "eta_seconds": 179660.767782107, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3275143270986838, "fast_rcnn/fg_cls_accuracy": 0.6675105485232067, "iteration": 90519, "loss_box_reg": 0.23583691008388996, "loss_cls": 0.19205615669488907, "loss_mask": 0.2540087718516588, "loss_rpn_cls": 0.03360012383200228, "loss_rpn_loc": 0.07655612914822996, "lr": 0.0001, "mask_rcnn/accuracy": 0.894312646661452, "mask_rcnn/false_negative": 0.10101135377683455, "mask_rcnn/false_positive": 0.11243396403077316, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0281001005787402, "total_loss": 0.8162470293464139}
{"data_time": 0.015047299675643444, "eta_seconds": 179675.91588243842, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26676384839650147, "fast_rcnn/fg_cls_accuracy": 0.6764702294546031, "iteration": 90539, "loss_box_reg": 0.22105630300939083, "loss_cls": 0.17150422930717468, "loss_mask": 0.24011346697807312, "loss_rpn_cls": 0.04091657046228647, "loss_rpn_loc": 0.07426265301182866, "lr": 0.0001, "mask_rcnn/accuracy": 0.903870595239356, "mask_rcnn/false_negative": 0.0875502271826274, "mask_rcnn/false_positive": 0.11372103458159656, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9925731359981, "total_loss": 0.7836638038570527}
{"data_time": 0.014920593006536365, "eta_seconds": 179788.30956274644, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3164141414141414, "fast_rcnn/fg_cls_accuracy": 0.646492812819103, "iteration": 90559, "loss_box_reg": 0.2282419092953205, "loss_cls": 0.17882112320512533, "loss_mask": 0.2523247394710779, "loss_rpn_cls": 0.03609225247055292, "loss_rpn_loc": 0.06986118108034134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965000555402342, "mask_rcnn/false_negative": 0.079797780066905, "mask_rcnn/false_positive": 0.1310604360120868, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0204916715156287, "total_loss": 0.7548424317501485}
{"data_time": 0.016070161247625947, "eta_seconds": 179581.37274643872, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3253431350441227, "fast_rcnn/fg_cls_accuracy": 0.6576054664289959, "iteration": 90579, "loss_box_reg": 0.2261258400976658, "loss_cls": 0.19170381501317024, "loss_mask": 0.24276496097445488, "loss_rpn_cls": 0.03204330476000905, "loss_rpn_loc": 0.07780838804319501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983587095040939, "mask_rcnn/false_negative": 0.08448194572750678, "mask_rcnn/false_positive": 0.11001461422613538, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9583300284575671, "total_loss": 0.7672562646330334}
{"data_time": 0.017636418575420976, "eta_seconds": 179568.1318692863, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3212710485562503, "fast_rcnn/fg_cls_accuracy": 0.6415669146985873, "iteration": 90599, "loss_box_reg": 0.21244238875806332, "loss_cls": 0.17682499159127474, "loss_mask": 0.23283132165670395, "loss_rpn_cls": 0.03151428187265992, "loss_rpn_loc": 0.06158400420099497, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010652601398832, "mask_rcnn/false_negative": 0.08327540691552074, "mask_rcnn/false_positive": 0.11857040989538586, "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": 0.9851642362773418, "total_loss": 0.7264885089825839}
{"data_time": 0.020205272128805518, "eta_seconds": 179548.11312548816, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29610621904237755, "fast_rcnn/fg_cls_accuracy": 0.6731934555370398, "iteration": 90619, "loss_box_reg": 0.21985438093543053, "loss_cls": 0.17867344990372658, "loss_mask": 0.2397767435759306, "loss_rpn_cls": 0.030106782214716077, "loss_rpn_loc": 0.06415891635697335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933907430864163, "mask_rcnn/false_negative": 0.09327751331413911, "mask_rcnn/false_positive": 0.1253178843259155, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0023738995660096, "total_loss": 0.7601007991470397}
{"data_time": 0.019534874940291047, "eta_seconds": 179449.7390222922, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3059929234851836, "fast_rcnn/fg_cls_accuracy": 0.6753378378378379, "iteration": 90639, "loss_box_reg": 0.2174281207844615, "loss_cls": 0.1866275267675519, "loss_mask": 0.2394244559109211, "loss_rpn_cls": 0.033391804434359074, "loss_rpn_loc": 0.06182152434485033, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060280042081721, "mask_rcnn/false_negative": 0.08424887889453439, "mask_rcnn/false_positive": 0.08893223178595638, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0003702209796757, "total_loss": 0.7560268143424764}
{"data_time": 0.014918992994353175, "eta_seconds": 179404.6628551092, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.309384779172178, "fast_rcnn/fg_cls_accuracy": 0.6185014204545455, "iteration": 90659, "loss_box_reg": 0.2291378639638424, "loss_cls": 0.18764667678624392, "loss_mask": 0.25453889183700085, "loss_rpn_cls": 0.028039464144967496, "loss_rpn_loc": 0.08153822406893596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892254174397032, "mask_rcnn/false_negative": 0.10494858887770622, "mask_rcnn/false_positive": 0.12212793490862561, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9951661217492074, "total_loss": 0.7885645321803167}
{"data_time": 0.01590146799571812, "eta_seconds": 179274.94641502388, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32166145018257697, "fast_rcnn/fg_cls_accuracy": 0.648491932526586, "iteration": 90679, "loss_box_reg": 0.210678412579, "loss_cls": 0.18914755433797836, "loss_mask": 0.23552129790186882, "loss_rpn_cls": 0.03942073800135404, "loss_rpn_loc": 0.0663549134042114, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941001274696192, "mask_rcnn/false_negative": 0.09118832782967241, "mask_rcnn/false_positive": 0.12157899942979383, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9907703411299735, "total_loss": 0.7415180910611525}
{"data_time": 0.019075305899605155, "eta_seconds": 178916.23329343274, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3451951951951952, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 90699, "loss_box_reg": 0.2152366703376174, "loss_cls": 0.1714051589369774, "loss_mask": 0.2567416299134493, "loss_rpn_cls": 0.03870960872154683, "loss_rpn_loc": 0.07247604755684733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882929661738533, "mask_rcnn/false_negative": 0.08700955484209913, "mask_rcnn/false_positive": 0.12882414267301845, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.960634310496971, "total_loss": 0.7510827323421836}
{"data_time": 0.01869891840033233, "eta_seconds": 178993.3485071361, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24288382850026685, "fast_rcnn/fg_cls_accuracy": 0.7013576935970499, "iteration": 90719, "loss_box_reg": 0.22293607704341412, "loss_cls": 0.17977680917829275, "loss_mask": 0.2367546521127224, "loss_rpn_cls": 0.031285267788916826, "loss_rpn_loc": 0.054860110161826015, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032343541915686, "mask_rcnn/false_negative": 0.08699880822762977, "mask_rcnn/false_positive": 0.1046741510565169, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9965188982896507, "total_loss": 0.717914214474149}
{"data_time": 0.014013078529387712, "eta_seconds": 178847.48458166607, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33895888344021124, "fast_rcnn/fg_cls_accuracy": 0.6494692955500556, "iteration": 90739, "loss_box_reg": 0.2163561824709177, "loss_cls": 0.1728745959699154, "loss_mask": 0.23389404825866222, "loss_rpn_cls": 0.033283141907304525, "loss_rpn_loc": 0.07530296687036753, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018982391235137, "mask_rcnn/false_negative": 0.09519582937344617, "mask_rcnn/false_positive": 0.1010420702530748, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9789599669165909, "total_loss": 0.7625303770764731}
{"data_time": 0.016568396473303437, "eta_seconds": 178827.53060592338, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3240725484480158, "fast_rcnn/fg_cls_accuracy": 0.6336884355921041, "iteration": 90759, "loss_box_reg": 0.23007775656878948, "loss_cls": 0.1826745430007577, "loss_mask": 0.2425032202154398, "loss_rpn_cls": 0.03716625890228897, "loss_rpn_loc": 0.06664204085245728, "lr": 0.0001, "mask_rcnn/accuracy": 0.881433992060436, "mask_rcnn/false_negative": 0.10689154830827285, "mask_rcnn/false_positive": 0.1178009027797037, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9937014055904001, "total_loss": 0.7488992809085175}
{"data_time": 0.02473000856116414, "eta_seconds": 178983.74780996237, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.32674192583732053, "fast_rcnn/fg_cls_accuracy": 0.6431216931216931, "iteration": 90779, "loss_box_reg": 0.213683370500803, "loss_cls": 0.1777341039851308, "loss_mask": 0.24498233012855053, "loss_rpn_cls": 0.03645507525652647, "loss_rpn_loc": 0.09090050752274692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8826040313656902, "mask_rcnn/false_negative": 0.10867786076012009, "mask_rcnn/false_positive": 0.11251328344604003, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.0398721678648144, "total_loss": 0.7653357152012177}
{"data_time": 0.012708941008895636, "eta_seconds": 178826.83629393578, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2902687606543107, "fast_rcnn/fg_cls_accuracy": 0.6943408075061874, "iteration": 90799, "loss_box_reg": 0.20615733601152897, "loss_cls": 0.18827109970152378, "loss_mask": 0.24515363946557045, "loss_rpn_cls": 0.03338085499126464, "loss_rpn_loc": 0.08799249201547354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861049358454556, "mask_rcnn/false_negative": 0.10073433882571523, "mask_rcnn/false_positive": 0.12352024079902221, "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": 0.9817275749519467, "total_loss": 0.784979140968062}
{"data_time": 0.021845523035153747, "eta_seconds": 178943.8005389413, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.29867533718689787, "fast_rcnn/fg_cls_accuracy": 0.6720841959972395, "iteration": 90819, "loss_box_reg": 0.21407801657915115, "loss_cls": 0.17739368043839931, "loss_mask": 0.23719209991395473, "loss_rpn_cls": 0.03754912910517305, "loss_rpn_loc": 0.07823849644046277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950809318715495, "mask_rcnn/false_negative": 0.08920761660206153, "mask_rcnn/false_positive": 0.12007020558137069, "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": 1.0224391894880682, "total_loss": 0.7256507421552669}
{"data_time": 0.016498854849487543, "eta_seconds": 179169.0587239433, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.26068092491450157, "fast_rcnn/fg_cls_accuracy": 0.7019166964422439, "iteration": 90839, "loss_box_reg": 0.2326962798833847, "loss_cls": 0.19009699299931526, "loss_mask": 0.23751462623476982, "loss_rpn_cls": 0.04072181670926511, "loss_rpn_loc": 0.0805247548269108, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022400425426969, "mask_rcnn/false_negative": 0.09377033621647853, "mask_rcnn/false_positive": 0.11445504999253805, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9991215958725661, "total_loss": 0.7912937765358947}
{"data_time": 0.017998524010181427, "eta_seconds": 178955.2382268384, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2695195195195195, "fast_rcnn/fg_cls_accuracy": 0.7032828282828283, "iteration": 90859, "loss_box_reg": 0.19472020771354437, "loss_cls": 0.16459168307483196, "loss_mask": 0.2323671653866768, "loss_rpn_cls": 0.030273329932242632, "loss_rpn_loc": 0.07188353745732456, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018526187233493, "mask_rcnn/false_negative": 0.0832905682232284, "mask_rcnn/false_positive": 0.10617735253933612, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9958179334644228, "total_loss": 0.6931954434840009}
{"data_time": 0.019361881772056222, "eta_seconds": 179037.3101549968, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3250822327227797, "fast_rcnn/fg_cls_accuracy": 0.6260955418850156, "iteration": 90879, "loss_box_reg": 0.21376288123428822, "loss_cls": 0.1837990041822195, "loss_mask": 0.24972950667142868, "loss_rpn_cls": 0.033144479733891785, "loss_rpn_loc": 0.062294234870932996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960554576445847, "mask_rcnn/false_negative": 0.0805921770891859, "mask_rcnn/false_positive": 0.12016310590981236, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0065892785787582, "total_loss": 0.7423442762810737}
{"data_time": 0.014996007783338428, "eta_seconds": 179189.60893673357, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3309941232476444, "fast_rcnn/fg_cls_accuracy": 0.6510055217279552, "iteration": 90899, "loss_box_reg": 0.24373421166092157, "loss_cls": 0.18869861401617527, "loss_mask": 0.24464613758027554, "loss_rpn_cls": 0.03688021720154211, "loss_rpn_loc": 0.06965532281901687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945249997545917, "mask_rcnn/false_negative": 0.09907718254122116, "mask_rcnn/false_positive": 0.11624830354965948, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.013691404601559, "total_loss": 0.8193607153370976}
{"data_time": 0.022544924402609468, "eta_seconds": 178997.32862079516, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2691991598940736, "fast_rcnn/fg_cls_accuracy": 0.6851197913837127, "iteration": 90919, "loss_box_reg": 0.19642681535333395, "loss_cls": 0.16215636394917965, "loss_mask": 0.24464357644319534, "loss_rpn_cls": 0.030216836370527744, "loss_rpn_loc": 0.07509003905579448, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014606064131734, "mask_rcnn/false_negative": 0.09109542459842115, "mask_rcnn/false_positive": 0.10133408751432726, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 234.125, "rpn/num_pos_anchors": 21.875, "time": 0.9688626213464886, "total_loss": 0.745878629386425}
{"data_time": 0.020337354624643922, "eta_seconds": 178773.70026599616, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2791184971098266, "fast_rcnn/fg_cls_accuracy": 0.6515895953757225, "iteration": 90939, "loss_box_reg": 0.223106874153018, "loss_cls": 0.1712799435481429, "loss_mask": 0.23502258583903313, "loss_rpn_cls": 0.039810565765947104, "loss_rpn_loc": 0.07649627863429487, "lr": 0.0001, "mask_rcnn/accuracy": 0.9200041673465573, "mask_rcnn/false_negative": 0.07784722757966273, "mask_rcnn/false_positive": 0.09142286241437533, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9895684600342065, "total_loss": 0.7667574053630233}
{"data_time": 0.02685148688033223, "eta_seconds": 178699.60918631405, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3198684962835906, "fast_rcnn/fg_cls_accuracy": 0.6330499663629137, "iteration": 90959, "loss_box_reg": 0.25219640508294106, "loss_cls": 0.19273540750145912, "loss_mask": 0.24784236773848534, "loss_rpn_cls": 0.03944128763396293, "loss_rpn_loc": 0.07580757583491504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979350910067166, "mask_rcnn/false_negative": 0.09020224256874343, "mask_rcnn/false_positive": 0.11326348359331156, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9959257810842246, "total_loss": 0.807135738665238}
{"data_time": 0.015645757550373673, "eta_seconds": 178610.36244153976, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2948770829896057, "fast_rcnn/fg_cls_accuracy": 0.6759504862953138, "iteration": 90979, "loss_box_reg": 0.20822174474596977, "loss_cls": 0.17882413417100906, "loss_mask": 0.2384460587054491, "loss_rpn_cls": 0.03130139550194144, "loss_rpn_loc": 0.07895625615492463, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936881094802454, "mask_rcnn/false_negative": 0.10514172588732357, "mask_rcnn/false_positive": 0.11153120691060298, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0041386417578906, "total_loss": 0.7438993501127698}
{"data_time": 0.017003224464133382, "eta_seconds": 178659.68523430638, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.31835086679508073, "fast_rcnn/fg_cls_accuracy": 0.6563996815494446, "iteration": 90999, "loss_box_reg": 0.225989137776196, "loss_cls": 0.19564413838088512, "loss_mask": 0.2514246515929699, "loss_rpn_cls": 0.036240123910829425, "loss_rpn_loc": 0.07250407710671425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913929166226076, "mask_rcnn/false_negative": 0.10058739600736669, "mask_rcnn/false_positive": 0.11400272000671717, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.020676174433902, "total_loss": 0.8006383964093402}
{"data_time": 0.01771754282526672, "eta_seconds": 178706.06521117967, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.297498917742319, "fast_rcnn/fg_cls_accuracy": 0.650279722169671, "iteration": 91019, "loss_box_reg": 0.2359506394714117, "loss_cls": 0.18557886686176062, "loss_mask": 0.24538675509393215, "loss_rpn_cls": 0.033525186823681, "loss_rpn_loc": 0.07560731540434062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894953315035155, "mask_rcnn/false_negative": 0.08902243649394737, "mask_rcnn/false_positive": 0.1318956349684465, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9980679184664041, "total_loss": 0.7579615317517892}
{"data_time": 0.013538511004298925, "eta_seconds": 178775.4238756001, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.30768917421625497, "fast_rcnn/fg_cls_accuracy": 0.653548369812736, "iteration": 91039, "loss_box_reg": 0.22368370927870274, "loss_cls": 0.18662833608686924, "loss_mask": 0.24908773973584175, "loss_rpn_cls": 0.032780387555249035, "loss_rpn_loc": 0.07468963728751987, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858498780089463, "mask_rcnn/false_negative": 0.09106412925704127, "mask_rcnn/false_positive": 0.12174718377841764, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0062687664758414, "total_loss": 0.7888224516063929}
{"data_time": 0.023438528878614306, "eta_seconds": 178684.35057912022, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2985223074737141, "fast_rcnn/fg_cls_accuracy": 0.6627939378685459, "iteration": 91059, "loss_box_reg": 0.22413405403494835, "loss_cls": 0.19718026369810104, "loss_mask": 0.24981028400361538, "loss_rpn_cls": 0.038358140736818314, "loss_rpn_loc": 0.07783423131331801, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948590472629157, "mask_rcnn/false_negative": 0.09167861966802832, "mask_rcnn/false_positive": 0.12622484809753565, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.9967817640863359, "total_loss": 0.7848642631433904}
{"data_time": 0.01712278788909316, "eta_seconds": 178471.84593647718, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.3193979933110368, "fast_rcnn/fg_cls_accuracy": 0.64070209496077, "iteration": 91079, "loss_box_reg": 0.20884747616946697, "loss_cls": 0.18260219739750028, "loss_mask": 0.25449592247605324, "loss_rpn_cls": 0.03762012557126582, "loss_rpn_loc": 0.07522037427406758, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003844935189942, "mask_rcnn/false_negative": 0.08808852433979661, "mask_rcnn/false_positive": 0.11829317676993878, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.954115747474134, "total_loss": 0.78631776641123}
{"data_time": 0.022018706193193793, "eta_seconds": 178644.40772663802, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3116164233681725, "fast_rcnn/fg_cls_accuracy": 0.640854362526802, "iteration": 91099, "loss_box_reg": 0.21507745515555143, "loss_cls": 0.17303370032459497, "loss_mask": 0.24322175979614258, "loss_rpn_cls": 0.03704672015737742, "loss_rpn_loc": 0.07511685835197568, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889302659863623, "mask_rcnn/false_negative": 0.09420975802911685, "mask_rcnn/false_positive": 0.10673103655537432, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0236388640478253, "total_loss": 0.7581460787914693}
{"data_time": 0.014500613091513515, "eta_seconds": 178624.43630039692, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23783263305322128, "fast_rcnn/fg_cls_accuracy": 0.7080809067813172, "iteration": 91119, "loss_box_reg": 0.2218580935150385, "loss_cls": 0.18461349792778492, "loss_mask": 0.25078381784260273, "loss_rpn_cls": 0.04305868176743388, "loss_rpn_loc": 0.07255098654422909, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004933322535363, "mask_rcnn/false_negative": 0.083063604413643, "mask_rcnn/false_positive": 0.1199771688960494, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9920038650743663, "total_loss": 0.7862210106104612}
{"data_time": 0.018399683060124516, "eta_seconds": 178522.38824778702, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3153301886792453, "fast_rcnn/fg_cls_accuracy": 0.6619623655913978, "iteration": 91139, "loss_box_reg": 0.210769385099411, "loss_cls": 0.1854024794884026, "loss_mask": 0.23987949080765247, "loss_rpn_cls": 0.035244162660092115, "loss_rpn_loc": 0.07005876209586859, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886560852777282, "mask_rcnn/false_negative": 0.10561236763856847, "mask_rcnn/false_positive": 0.134469330271787, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9974609115161002, "total_loss": 0.7520558728720061}
{"data_time": 0.016940396511927247, "eta_seconds": 178584.49344791472, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3248221906116643, "fast_rcnn/fg_cls_accuracy": 0.6662444492975177, "iteration": 91159, "loss_box_reg": 0.21530449204146862, "loss_cls": 0.17853849288076162, "loss_mask": 0.2387242466211319, "loss_rpn_cls": 0.03177877760026604, "loss_rpn_loc": 0.06321541604120284, "lr": 0.0001, "mask_rcnn/accuracy": 0.89860704909068, "mask_rcnn/false_negative": 0.08838374417830591, "mask_rcnn/false_positive": 0.11134953693284345, "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": 0.9968807415571064, "total_loss": 0.7378286552848294}
{"data_time": 0.02271452290005982, "eta_seconds": 178436.5816034656, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3257849462365592, "fast_rcnn/fg_cls_accuracy": 0.6412675374939526, "iteration": 91179, "loss_box_reg": 0.22326184250414371, "loss_cls": 0.17946087010204792, "loss_mask": 0.24389880523085594, "loss_rpn_cls": 0.03396911110030487, "loss_rpn_loc": 0.0694737903540954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915724728961105, "mask_rcnn/false_negative": 0.0877018517768755, "mask_rcnn/false_positive": 0.13427691983892484, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.009381515905261, "total_loss": 0.7630259923171252}
{"data_time": 0.01785707101225853, "eta_seconds": 178383.48524663597, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.32866666666666666, "fast_rcnn/fg_cls_accuracy": 0.6613475177304964, "iteration": 91199, "loss_box_reg": 0.2408735528588295, "loss_cls": 0.19938854314386845, "loss_mask": 0.2485304120928049, "loss_rpn_cls": 0.03223589947447181, "loss_rpn_loc": 0.0851063379086554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891911437541657, "mask_rcnn/false_negative": 0.096404929212285, "mask_rcnn/false_positive": 0.1147801118509566, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.993699092650786, "total_loss": 0.7917494429275393}
{"data_time": 0.015470862854272127, "eta_seconds": 178326.7917049583, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.34108258954311677, "fast_rcnn/fg_cls_accuracy": 0.6554809843400446, "iteration": 91219, "loss_box_reg": 0.2281657662242651, "loss_cls": 0.19200942292809486, "loss_mask": 0.25179839320480824, "loss_rpn_cls": 0.03672013548202813, "loss_rpn_loc": 0.05771411769092083, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930489891306475, "mask_rcnn/false_negative": 0.10312864270718222, "mask_rcnn/false_positive": 0.12475645296241711, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9942166965920478, "total_loss": 0.7762762978672981}
{"data_time": 0.02005154243670404, "eta_seconds": 178376.71025296673, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2892683087460485, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 91239, "loss_box_reg": 0.21163903176784515, "loss_cls": 0.1732564950361848, "loss_mask": 0.2406434789299965, "loss_rpn_cls": 0.030426604789681733, "loss_rpn_loc": 0.06561287399381399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980021220088152, "mask_rcnn/false_negative": 0.07882480094329355, "mask_rcnn/false_positive": 0.12217384571792929, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0246054155286402, "total_loss": 0.7617583548417315}
{"data_time": 0.015374219743534923, "eta_seconds": 178323.62501668744, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3272523440684876, "fast_rcnn/fg_cls_accuracy": 0.6557524396507448, "iteration": 91259, "loss_box_reg": 0.23980444949120283, "loss_cls": 0.18793751206249, "loss_mask": 0.24341677967458963, "loss_rpn_cls": 0.0372965078568086, "loss_rpn_loc": 0.07469856669194996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938927688190956, "mask_rcnn/false_negative": 0.10124996872006466, "mask_rcnn/false_positive": 0.11420100759979554, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9969292504247278, "total_loss": 0.8095650738687254}
{"data_time": 0.020650987280532718, "eta_seconds": 178266.94380529225, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.28361630489290063, "fast_rcnn/fg_cls_accuracy": 0.6650641025641025, "iteration": 91279, "loss_box_reg": 0.23670781590044498, "loss_cls": 0.192454406991601, "loss_mask": 0.24227321706712246, "loss_rpn_cls": 0.03513082815334201, "loss_rpn_loc": 0.07461942359805107, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021950321481976, "mask_rcnn/false_negative": 0.08862009918068917, "mask_rcnn/false_positive": 0.10823390261037293, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9941774439066648, "total_loss": 0.7883210683939978}
{"data_time": 0.021656609373167157, "eta_seconds": 178246.99450540356, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.33072921836844094, "fast_rcnn/fg_cls_accuracy": 0.6441574461722488, "iteration": 91299, "loss_box_reg": 0.20366809144616127, "loss_cls": 0.17182133719325066, "loss_mask": 0.2404504232108593, "loss_rpn_cls": 0.03646971273701638, "loss_rpn_loc": 0.07308947760611773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961214446014865, "mask_rcnn/false_negative": 0.09271236485746337, "mask_rcnn/false_positive": 0.11174784094046827, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9979760353453457, "total_loss": 0.7399450388038531}
{"data_time": 0.02341125695966184, "eta_seconds": 178232.4470821023, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3180186170212766, "fast_rcnn/fg_cls_accuracy": 0.6503424112119764, "iteration": 91319, "loss_box_reg": 0.20438510365784168, "loss_cls": 0.17045236192643642, "loss_mask": 0.23298228904604912, "loss_rpn_cls": 0.029577240638900548, "loss_rpn_loc": 0.0731740859337151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980442489743548, "mask_rcnn/false_negative": 0.07984782959865386, "mask_rcnn/false_positive": 0.12927296426305923, "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": 0.994319838937372, "total_loss": 0.7362133120186627}
{"data_time": 0.014381821500137448, "eta_seconds": 178322.7657628851, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31028315946348733, "fast_rcnn/fg_cls_accuracy": 0.627599824484423, "iteration": 91339, "loss_box_reg": 0.2175075300037861, "loss_cls": 0.19241216592490673, "loss_mask": 0.24791528843343258, "loss_rpn_cls": 0.037815132876858115, "loss_rpn_loc": 0.07338724238798022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964358042947151, "mask_rcnn/false_negative": 0.10114818210886672, "mask_rcnn/false_positive": 0.10894132788653155, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.003452313831076, "total_loss": 0.7910615787259303}
{"data_time": 0.0147175882011652, "eta_seconds": 178354.37180563807, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3118070270536638, "fast_rcnn/fg_cls_accuracy": 0.6407967032967032, "iteration": 91359, "loss_box_reg": 0.22619604505598545, "loss_cls": 0.18900847900658846, "loss_mask": 0.25161706283688545, "loss_rpn_cls": 0.03839004773180932, "loss_rpn_loc": 0.07451089099049568, "lr": 0.0001, "mask_rcnn/accuracy": 0.899491302932302, "mask_rcnn/false_negative": 0.09366541733307251, "mask_rcnn/false_positive": 0.11586658497388508, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9938501433935016, "total_loss": 0.7946364785311744}
{"data_time": 0.014933175640180707, "eta_seconds": 178194.98272136785, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33374561945990516, "fast_rcnn/fg_cls_accuracy": 0.6324233042499297, "iteration": 91379, "loss_box_reg": 0.22597650904208422, "loss_cls": 0.18715287372469902, "loss_mask": 0.24592921510338783, "loss_rpn_cls": 0.03820435516536236, "loss_rpn_loc": 0.07279828027822077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866134421870874, "mask_rcnn/false_negative": 0.10038686121458973, "mask_rcnn/false_positive": 0.12372761111987743, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9671810416039079, "total_loss": 0.7759307213127613}
{"data_time": 0.01602448453195393, "eta_seconds": 178326.6468137037, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3147734326505276, "fast_rcnn/fg_cls_accuracy": 0.6652027027027028, "iteration": 91399, "loss_box_reg": 0.2139338105916977, "loss_cls": 0.1847502002492547, "loss_mask": 0.2327851764857769, "loss_rpn_cls": 0.03309993154834956, "loss_rpn_loc": 0.07013888191431761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983916179813894, "mask_rcnn/false_negative": 0.09554499048558229, "mask_rcnn/false_positive": 0.09405241864725725, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0215950079727918, "total_loss": 0.7300985952606425}
{"data_time": 0.01450860034674406, "eta_seconds": 178242.91676892433, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3351903435468895, "fast_rcnn/fg_cls_accuracy": 0.6187286577357499, "iteration": 91419, "loss_box_reg": 0.21911119483411312, "loss_cls": 0.1824328936636448, "loss_mask": 0.24430310912430286, "loss_rpn_cls": 0.03318101668264717, "loss_rpn_loc": 0.08035613782703876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943879353187418, "mask_rcnn/false_negative": 0.1065243694811731, "mask_rcnn/false_positive": 0.09812041017058001, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.000341061502695, "total_loss": 0.7350026733474806}
{"data_time": 0.014570940053090453, "eta_seconds": 178222.95452043414, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.32489494305609123, "fast_rcnn/fg_cls_accuracy": 0.6221820899240253, "iteration": 91439, "loss_box_reg": 0.21867707185447216, "loss_cls": 0.19047489576041698, "loss_mask": 0.24492925591766834, "loss_rpn_cls": 0.03616735548712313, "loss_rpn_loc": 0.07600504066795111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952593932869454, "mask_rcnn/false_negative": 0.0919565241398359, "mask_rcnn/false_positive": 0.1259770502859335, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.019341464387253, "total_loss": 0.7773497491143644}
{"data_time": 0.01908944151364267, "eta_seconds": 178082.84378899727, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36501582463954985, "fast_rcnn/fg_cls_accuracy": 0.6133670586090603, "iteration": 91459, "loss_box_reg": 0.22634651977568865, "loss_cls": 0.19011984579265118, "loss_mask": 0.2507660239934921, "loss_rpn_cls": 0.039239357924088836, "loss_rpn_loc": 0.08612484764307737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821335657603033, "mask_rcnn/false_negative": 0.10357743407610595, "mask_rcnn/false_positive": 0.13201036008760234, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9681162366177887, "total_loss": 0.7657082793302834}
{"data_time": 0.019223055569455028, "eta_seconds": 178034.8508942034, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3272021058038007, "fast_rcnn/fg_cls_accuracy": 0.6338629627681029, "iteration": 91479, "loss_box_reg": 0.20478416234254837, "loss_cls": 0.17050082981586456, "loss_mask": 0.24611850827932358, "loss_rpn_cls": 0.02845142292790115, "loss_rpn_loc": 0.0732256529154256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926651032530413, "mask_rcnn/false_negative": 0.08895313029830325, "mask_rcnn/false_positive": 0.1288740273974281, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9901885893195868, "total_loss": 0.7338311274361331}
{"data_time": 0.018382346024736762, "eta_seconds": 178042.94621001463, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3615608533061363, "fast_rcnn/fg_cls_accuracy": 0.6086539246916605, "iteration": 91499, "loss_box_reg": 0.22206767462193966, "loss_cls": 0.17421033419668674, "loss_mask": 0.24846529215574265, "loss_rpn_cls": 0.034195274114608765, "loss_rpn_loc": 0.07578071113675833, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990910630552119, "mask_rcnn/false_negative": 0.09537499209501873, "mask_rcnn/false_positive": 0.12142798582443134, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9969005400780588, "total_loss": 0.7480364380171522}
{"data_time": 0.020723991096019745, "eta_seconds": 177968.8131394796, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3270008161697633, "fast_rcnn/fg_cls_accuracy": 0.6362957738200199, "iteration": 91519, "loss_box_reg": 0.22733106091618538, "loss_cls": 0.18737340345978737, "loss_mask": 0.2367022093385458, "loss_rpn_cls": 0.03265913444920443, "loss_rpn_loc": 0.0701793129555881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904886441234048, "mask_rcnn/false_negative": 0.09364252604922974, "mask_rcnn/false_positive": 0.12278443548937273, "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": 1.004623255226761, "total_loss": 0.76686064270325}
{"data_time": 0.017576331505551934, "eta_seconds": 177948.8704217365, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.30744760479041916, "fast_rcnn/fg_cls_accuracy": 0.6384675953967293, "iteration": 91539, "loss_box_reg": 0.23124257661402225, "loss_cls": 0.19048516359180212, "loss_mask": 0.23877857252955437, "loss_rpn_cls": 0.03178066771943122, "loss_rpn_loc": 0.06377685954794288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921956892513103, "mask_rcnn/false_negative": 0.08647060202489082, "mask_rcnn/false_positive": 0.12322573392610735, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9864090776536614, "total_loss": 0.740439681452699}
{"data_time": 0.020145006012171507, "eta_seconds": 177857.78361205012, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.32149167087329633, "fast_rcnn/fg_cls_accuracy": 0.6593406593406593, "iteration": 91559, "loss_box_reg": 0.22010858729481697, "loss_cls": 0.17463863268494606, "loss_mask": 0.23578420840203762, "loss_rpn_cls": 0.03534918779041618, "loss_rpn_loc": 0.0798992388881743, "lr": 0.0001, "mask_rcnn/accuracy": 0.904855257194126, "mask_rcnn/false_negative": 0.0947321423309012, "mask_rcnn/false_positive": 0.10935077180776875, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9873211728408933, "total_loss": 0.7650377091486007}
{"data_time": 0.02159769251011312, "eta_seconds": 177903.0874022143, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3123111930636745, "fast_rcnn/fg_cls_accuracy": 0.6713697971101047, "iteration": 91579, "loss_box_reg": 0.20719466544687748, "loss_cls": 0.16752501763403416, "loss_mask": 0.2378058023750782, "loss_rpn_cls": 0.0357364320079796, "loss_rpn_loc": 0.0750132268294692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896069304124059, "mask_rcnn/false_negative": 0.09033522118657436, "mask_rcnn/false_positive": 0.12703576755397167, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9931830435525626, "total_loss": 0.7401397829526104}
{"data_time": 0.01408395660109818, "eta_seconds": 177889.04226850718, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.30732716650438174, "fast_rcnn/fg_cls_accuracy": 0.6493401562079182, "iteration": 91599, "loss_box_reg": 0.22575555369257927, "loss_cls": 0.18892016308382154, "loss_mask": 0.2444039322435856, "loss_rpn_cls": 0.036147573904599994, "loss_rpn_loc": 0.08358510257676244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924835292022792, "mask_rcnn/false_negative": 0.10180168353626093, "mask_rcnn/false_positive": 0.11431095383700232, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9968518794048578, "total_loss": 0.7763429653132334}
{"data_time": 0.016443253261968493, "eta_seconds": 177856.68333604932, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3123251604410071, "fast_rcnn/fg_cls_accuracy": 0.6836217813423385, "iteration": 91619, "loss_box_reg": 0.20868002995848656, "loss_cls": 0.1597391781397164, "loss_mask": 0.23923714645206928, "loss_rpn_cls": 0.03159888705704361, "loss_rpn_loc": 0.07374521670863032, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001744145130949, "mask_rcnn/false_negative": 0.08408233273375001, "mask_rcnn/false_positive": 0.12091911085982285, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9816800374537706, "total_loss": 0.7158960025990382}
{"data_time": 0.016004992416128516, "eta_seconds": 177912.44695939124, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3191325218583919, "fast_rcnn/fg_cls_accuracy": 0.6670930646586398, "iteration": 91639, "loss_box_reg": 0.23826745711266994, "loss_cls": 0.19502722099423409, "loss_mask": 0.24838380329310894, "loss_rpn_cls": 0.035024724435061216, "loss_rpn_loc": 0.07215407257899642, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944620375330226, "mask_rcnn/false_negative": 0.09725026735743976, "mask_rcnn/false_positive": 0.12160522078374991, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0312663214281201, "total_loss": 0.7864637770690024}
{"data_time": 0.017175686545670033, "eta_seconds": 177904.70354148652, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3234694709382897, "fast_rcnn/fg_cls_accuracy": 0.6345179643051984, "iteration": 91659, "loss_box_reg": 0.1999583411961794, "loss_cls": 0.1912390375509858, "loss_mask": 0.2364855594933033, "loss_rpn_cls": 0.03213353781029582, "loss_rpn_loc": 0.07797996839508414, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009938919303399, "mask_rcnn/false_negative": 0.08020026788675416, "mask_rcnn/false_positive": 0.1054641444919791, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0113359445240349, "total_loss": 0.7235408771084622}
{"data_time": 0.020537156146019697, "eta_seconds": 177993.96511785686, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29503373634277497, "fast_rcnn/fg_cls_accuracy": 0.6781508495986308, "iteration": 91679, "loss_box_reg": 0.22690761648118496, "loss_cls": 0.19916470162570477, "loss_mask": 0.23274753242731094, "loss_rpn_cls": 0.03696636963286437, "loss_rpn_loc": 0.08929933654144406, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080494890915705, "mask_rcnn/false_negative": 0.0906718833855029, "mask_rcnn/false_positive": 0.0950693942543504, "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": 1.0252090517897159, "total_loss": 0.8015527114039287}
{"data_time": 0.014748274581506848, "eta_seconds": 178293.96021275315, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.31640862989642693, "fast_rcnn/fg_cls_accuracy": 0.6534637129595002, "iteration": 91699, "loss_box_reg": 0.2261371612548828, "loss_cls": 0.19734801910817623, "loss_mask": 0.258148493245244, "loss_rpn_cls": 0.032259396743029356, "loss_rpn_loc": 0.08166372030973434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991985748689795, "mask_rcnn/false_negative": 0.087313918668912, "mask_rcnn/false_positive": 0.12220935779303571, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0103923315182328, "total_loss": 0.7956863245926797}
{"data_time": 0.017289207316935062, "eta_seconds": 178253.89425459318, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29484577922077926, "fast_rcnn/fg_cls_accuracy": 0.682445597165992, "iteration": 91719, "loss_box_reg": 0.2144058495759964, "loss_cls": 0.17931151576340199, "loss_mask": 0.23205289244651794, "loss_rpn_cls": 0.029892582329921424, "loss_rpn_loc": 0.06434218271169811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986166409972935, "mask_rcnn/false_negative": 0.08344298281919545, "mask_rcnn/false_positive": 0.10602650458285012, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9879442718811333, "total_loss": 0.7368466703919694}
{"data_time": 0.01594967977143824, "eta_seconds": 178260.90558429714, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.29295900510109096, "fast_rcnn/fg_cls_accuracy": 0.6842899036447423, "iteration": 91739, "loss_box_reg": 0.21402969025075436, "loss_cls": 0.1627302300184965, "loss_mask": 0.24304302968084812, "loss_rpn_cls": 0.03550400352105498, "loss_rpn_loc": 0.08019156323280185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931461832897378, "mask_rcnn/false_negative": 0.09236770752943563, "mask_rcnn/false_positive": 0.1256416122425849, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.009259317535907, "total_loss": 0.746854392637033}
{"data_time": 0.01731750648468733, "eta_seconds": 178267.945298329, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2867190881546674, "fast_rcnn/fg_cls_accuracy": 0.680129942836938, "iteration": 91759, "loss_box_reg": 0.20744398795068264, "loss_cls": 0.1809920547530055, "loss_mask": 0.23840894550085068, "loss_rpn_cls": 0.03160154586657882, "loss_rpn_loc": 0.06594336975831538, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010204343222112, "mask_rcnn/false_negative": 0.08579357858541775, "mask_rcnn/false_positive": 0.1301808892347328, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0018114135600626, "total_loss": 0.7326756697148085}
{"data_time": 0.01903313770890236, "eta_seconds": 178247.94216263574, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3285632183908046, "fast_rcnn/fg_cls_accuracy": 0.6234867967132911, "iteration": 91779, "loss_box_reg": 0.21359684318304062, "loss_cls": 0.17779287602752447, "loss_mask": 0.24224279820919037, "loss_rpn_cls": 0.036354714538902044, "loss_rpn_loc": 0.06497383024543524, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796647660546757, "mask_rcnn/false_negative": 0.1179441448001031, "mask_rcnn/false_positive": 0.11762444231772612, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.074813065584749, "total_loss": 0.7296451206784695}
{"data_time": 0.015272883931174874, "eta_seconds": 178333.65578907542, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.32357102433503115, "fast_rcnn/fg_cls_accuracy": 0.6465358404846038, "iteration": 91799, "loss_box_reg": 0.2125117927789688, "loss_cls": 0.17739091534167528, "loss_mask": 0.2370378766208887, "loss_rpn_cls": 0.03123695880640298, "loss_rpn_loc": 0.058058075373992324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941197465713836, "mask_rcnn/false_negative": 0.09855391914953182, "mask_rcnn/false_positive": 0.12013489987527257, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0149259478785098, "total_loss": 0.7247519966040272}
{"data_time": 0.015863672830164433, "eta_seconds": 178225.61048618052, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.34769799260960754, "fast_rcnn/fg_cls_accuracy": 0.6219718489674764, "iteration": 91819, "loss_box_reg": 0.22730011120438576, "loss_cls": 0.19941869098693132, "loss_mask": 0.24473371542990208, "loss_rpn_cls": 0.03914677398279309, "loss_rpn_loc": 0.06902168644592166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888978203543512, "mask_rcnn/false_negative": 0.08736093697883637, "mask_rcnn/false_positive": 0.14312221997241587, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9886748848948628, "total_loss": 0.7958728983066976}
{"data_time": 0.014820534037426114, "eta_seconds": 178133.91182633117, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2521954925297544, "fast_rcnn/fg_cls_accuracy": 0.7117207792207793, "iteration": 91839, "loss_box_reg": 0.2042461298406124, "loss_cls": 0.16469949996098876, "loss_mask": 0.22743555717170238, "loss_rpn_cls": 0.02857205329928547, "loss_rpn_loc": 0.06472353712888435, "lr": 0.0001, "mask_rcnn/accuracy": 0.904390521455072, "mask_rcnn/false_negative": 0.08489032600244961, "mask_rcnn/false_positive": 0.10979853921743932, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9806066940072924, "total_loss": 0.6914468245813623}
{"data_time": 0.02546476200222969, "eta_seconds": 178148.27878254466, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31204084631207757, "fast_rcnn/fg_cls_accuracy": 0.6643983807928532, "iteration": 91859, "loss_box_reg": 0.2131747081875801, "loss_cls": 0.16813426883891225, "loss_mask": 0.24132362939417362, "loss_rpn_cls": 0.02714301092782989, "loss_rpn_loc": 0.07073358830530196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979797328582293, "mask_rcnn/false_negative": 0.07894278703949378, "mask_rcnn/false_positive": 0.1275366523518851, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0223798076622188, "total_loss": 0.7173746172920801}
{"data_time": 0.015606643399223685, "eta_seconds": 178046.42882964574, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.32589824879227053, "fast_rcnn/fg_cls_accuracy": 0.6267777326290126, "iteration": 91879, "loss_box_reg": 0.2184749450534582, "loss_cls": 0.16719579976052046, "loss_mask": 0.24279652163386345, "loss_rpn_cls": 0.03293535811826587, "loss_rpn_loc": 0.08099950104951859, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881095571423877, "mask_rcnn/false_negative": 0.08593796018558082, "mask_rcnn/false_positive": 0.11432503753113323, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9576908354647458, "total_loss": 0.7384512769058347}
{"data_time": 0.01648321351967752, "eta_seconds": 177774.36735918745, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3032258064516129, "fast_rcnn/fg_cls_accuracy": 0.6594185583432896, "iteration": 91899, "loss_box_reg": 0.2014300087466836, "loss_cls": 0.1672634119167924, "loss_mask": 0.23843856528401375, "loss_rpn_cls": 0.03950476995669305, "loss_rpn_loc": 0.07535124942660332, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030461680958126, "mask_rcnn/false_negative": 0.08747009238061108, "mask_rcnn/false_positive": 0.10270088252188778, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9835631684400141, "total_loss": 0.7234941034112126}
{"data_time": 0.014912178739905357, "eta_seconds": 177812.94152799994, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31400195469702197, "fast_rcnn/fg_cls_accuracy": 0.6457532051282051, "iteration": 91919, "loss_box_reg": 0.22511557582765818, "loss_cls": 0.18915119301527739, "loss_mask": 0.24945002608001232, "loss_rpn_cls": 0.03457275778055191, "loss_rpn_loc": 0.08443474909290671, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804908828093582, "mask_rcnn/false_negative": 0.10254574130771968, "mask_rcnn/false_positive": 0.1303398438366362, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9885929536540061, "total_loss": 0.7849865797616076}
{"data_time": 0.015031092101708055, "eta_seconds": 177986.4536122093, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.31437468986876105, "fast_rcnn/fg_cls_accuracy": 0.6194454425679722, "iteration": 91939, "loss_box_reg": 0.24159724451601505, "loss_cls": 0.1915780697017908, "loss_mask": 0.24370582588016987, "loss_rpn_cls": 0.0354340683988994, "loss_rpn_loc": 0.07233497663401067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905719260921297, "mask_rcnn/false_negative": 0.08939301041539569, "mask_rcnn/false_positive": 0.11827389478798331, "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": 1.0015366040170193, "total_loss": 0.8038663442712277}
{"data_time": 0.02065046946518123, "eta_seconds": 177833.4950753674, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.31536420101637497, "fast_rcnn/fg_cls_accuracy": 0.6588933601609658, "iteration": 91959, "loss_box_reg": 0.22812804765999317, "loss_cls": 0.18123807851225138, "loss_mask": 0.24513639137148857, "loss_rpn_cls": 0.03446458769030869, "loss_rpn_loc": 0.07710353995207697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965699641925735, "mask_rcnn/false_negative": 0.08999784388542065, "mask_rcnn/false_positive": 0.09434587173883313, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9911860250867903, "total_loss": 0.738563520135358}
{"data_time": 0.020582817494869232, "eta_seconds": 177620.62796866056, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3101694915254237, "fast_rcnn/fg_cls_accuracy": 0.6434732604945371, "iteration": 91979, "loss_box_reg": 0.23374373465776443, "loss_cls": 0.19711917825043201, "loss_mask": 0.23958181403577328, "loss_rpn_cls": 0.03815206850413233, "loss_rpn_loc": 0.08312165271490812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944920010377033, "mask_rcnn/false_negative": 0.09178376220950324, "mask_rcnn/false_positive": 0.1165998773146997, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.98368422803469, "total_loss": 0.8065050332807004}
{"data_time": 0.013176951091736555, "eta_seconds": 177575.32436633483, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3364669184981685, "fast_rcnn/fg_cls_accuracy": 0.6512006512006512, "iteration": 91999, "loss_box_reg": 0.2069086842238903, "loss_cls": 0.16809283383190632, "loss_mask": 0.24545696005225182, "loss_rpn_cls": 0.040702758939005435, "loss_rpn_loc": 0.07954564434476197, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988770698137167, "mask_rcnn/false_negative": 0.09172154098518098, "mask_rcnn/false_positive": 0.1208016578709031, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9977907259017229, "total_loss": 0.7559312955709174}
{"data_time": 0.015550178941339254, "eta_seconds": 177419.4131821394, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.30536343468615423, "fast_rcnn/fg_cls_accuracy": 0.6836405290013537, "iteration": 92019, "loss_box_reg": 0.2330116480588913, "loss_cls": 0.1913609066978097, "loss_mask": 0.26235171407461166, "loss_rpn_cls": 0.036442589247599244, "loss_rpn_loc": 0.0760042848996818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896312955006564, "mask_rcnn/false_negative": 0.10445561814208938, "mask_rcnn/false_positive": 0.11543878794057374, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9795463755726814, "total_loss": 0.7968266527168453}
{"data_time": 0.01998703950084746, "eta_seconds": 177413.209655229, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3288761888142396, "fast_rcnn/fg_cls_accuracy": 0.6274773350200296, "iteration": 92039, "loss_box_reg": 0.20698879286646843, "loss_cls": 0.1893000854179263, "loss_mask": 0.25647726096212864, "loss_rpn_cls": 0.04415295866783708, "loss_rpn_loc": 0.071927112294361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914018367987161, "mask_rcnn/false_negative": 0.0996760839564221, "mask_rcnn/false_positive": 0.12192043769625316, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0163884819485247, "total_loss": 0.7719014964532107}
{"data_time": 0.015209397068247199, "eta_seconds": 177315.97259440925, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2559135802469136, "fast_rcnn/fg_cls_accuracy": 0.7394613059574696, "iteration": 92059, "loss_box_reg": 0.20399886835366488, "loss_cls": 0.18330170586705208, "loss_mask": 0.25052069313824177, "loss_rpn_cls": 0.03211852384265512, "loss_rpn_loc": 0.06610796647146344, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991013034828796, "mask_rcnn/false_negative": 0.0867681336380972, "mask_rcnn/false_positive": 0.11986211961016661, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9892669888213277, "total_loss": 0.7528186534764245}
{"data_time": 0.016777548473328352, "eta_seconds": 177255.79696446657, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3582899677228114, "fast_rcnn/fg_cls_accuracy": 0.5904645687625585, "iteration": 92079, "loss_box_reg": 0.21178729552775621, "loss_cls": 0.17651683278381824, "loss_mask": 0.24765674024820328, "loss_rpn_cls": 0.033145776484161615, "loss_rpn_loc": 0.08019630494527519, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842627520866502, "mask_rcnn/false_negative": 0.10045055437354503, "mask_rcnn/false_positive": 0.12010473066003141, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.96371427946724, "total_loss": 0.7756529583130032}
{"data_time": 0.015257179038599133, "eta_seconds": 177162.1813243255, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2808689024390244, "fast_rcnn/fg_cls_accuracy": 0.6706210823695595, "iteration": 92099, "loss_box_reg": 0.20364296808838844, "loss_cls": 0.1732198353856802, "loss_mask": 0.23197690211236477, "loss_rpn_cls": 0.027826410718262196, "loss_rpn_loc": 0.058562322752550244, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033268437606901, "mask_rcnn/false_negative": 0.08668504956753437, "mask_rcnn/false_positive": 0.10575142989029884, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9968658115249127, "total_loss": 0.7012753458693624}
{"data_time": 0.015031484654173255, "eta_seconds": 177177.5244565308, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3044471214174572, "fast_rcnn/fg_cls_accuracy": 0.663943683180244, "iteration": 92119, "loss_box_reg": 0.20804958790540695, "loss_cls": 0.16495689749717712, "loss_mask": 0.2383216004818678, "loss_rpn_cls": 0.034767342964187264, "loss_rpn_loc": 0.06244112574495375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966384607615117, "mask_rcnn/false_negative": 0.09477568934901429, "mask_rcnn/false_positive": 0.11980270881086286, "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": 1.008546665078029, "total_loss": 0.7356834014644846}
{"data_time": 0.015004324493929744, "eta_seconds": 177157.60343961418, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2744341112475873, "fast_rcnn/fg_cls_accuracy": 0.7016221355530978, "iteration": 92139, "loss_box_reg": 0.22748536244034767, "loss_cls": 0.17990411585196853, "loss_mask": 0.24326546676456928, "loss_rpn_cls": 0.03761268313974142, "loss_rpn_loc": 0.07431946066208184, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005451818589574, "mask_rcnn/false_negative": 0.07843187517079202, "mask_rcnn/false_positive": 0.12458763006811494, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0013445089571178, "total_loss": 0.7821904923766851}
{"data_time": 0.013418146409094334, "eta_seconds": 177185.8601217158, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.27466746079015286, "fast_rcnn/fg_cls_accuracy": 0.6813706641031804, "iteration": 92159, "loss_box_reg": 0.2216249257326126, "loss_cls": 0.18647410906851292, "loss_mask": 0.24616296030580997, "loss_rpn_cls": 0.0395359800895676, "loss_rpn_loc": 0.08357635186985135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938349200171334, "mask_rcnn/false_negative": 0.09820151023836884, "mask_rcnn/false_positive": 0.10867038492065642, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.0393149279989302, "total_loss": 0.8041705692885444}
{"data_time": 0.026147231459617615, "eta_seconds": 177156.17028002162, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3326333352511363, "fast_rcnn/fg_cls_accuracy": 0.6270730614074407, "iteration": 92179, "loss_box_reg": 0.21576948650181293, "loss_cls": 0.18246821407228708, "loss_mask": 0.24886096827685833, "loss_rpn_cls": 0.03440127591602504, "loss_rpn_loc": 0.09137426794040948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970484972117435, "mask_rcnn/false_negative": 0.09378226094746454, "mask_rcnn/false_positive": 0.10856753469503494, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0011370843276381, "total_loss": 0.777892803424038}
{"data_time": 0.015402194345369935, "eta_seconds": 177176.46356797777, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3436657345450914, "fast_rcnn/fg_cls_accuracy": 0.6377545184168383, "iteration": 92199, "loss_box_reg": 0.2261726725846529, "loss_cls": 0.1811924888752401, "loss_mask": 0.24209009483456612, "loss_rpn_cls": 0.034807667921995744, "loss_rpn_loc": 0.07687002932652831, "lr": 0.0001, "mask_rcnn/accuracy": 0.892513915033011, "mask_rcnn/false_negative": 0.09570319882189843, "mask_rcnn/false_positive": 0.11702720078764924, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0076965729240328, "total_loss": 0.7607052626262885}
{"data_time": 0.021419158205389977, "eta_seconds": 177293.84411866777, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2831111647264612, "fast_rcnn/fg_cls_accuracy": 0.6955259345117357, "iteration": 92219, "loss_box_reg": 0.22445051185786724, "loss_cls": 0.18359717819839716, "loss_mask": 0.24516259133815765, "loss_rpn_cls": 0.03641429962590337, "loss_rpn_loc": 0.0657938082003966, "lr": 0.0001, "mask_rcnn/accuracy": 0.907196030140154, "mask_rcnn/false_negative": 0.08867780447178386, "mask_rcnn/false_positive": 0.1017209373059329, "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": 1.005541897378862, "total_loss": 0.7888282331405208}
{"data_time": 0.021117125172168016, "eta_seconds": 177220.32145578414, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2859379893517069, "fast_rcnn/fg_cls_accuracy": 0.7007190207746111, "iteration": 92239, "loss_box_reg": 0.2111001554876566, "loss_cls": 0.17664149310439825, "loss_mask": 0.2409118302166462, "loss_rpn_cls": 0.03276304109022021, "loss_rpn_loc": 0.06940368737559766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905474569936398, "mask_rcnn/false_negative": 0.09444385921963111, "mask_rcnn/false_positive": 0.12335399965688293, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0142196086235344, "total_loss": 0.7383764464757405}
{"data_time": 0.014669955940917134, "eta_seconds": 177116.67398522142, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3069952574525745, "fast_rcnn/fg_cls_accuracy": 0.6708723262032086, "iteration": 92259, "loss_box_reg": 0.23277979344129562, "loss_cls": 0.18785418570041656, "loss_mask": 0.2503994032740593, "loss_rpn_cls": 0.03615301550598815, "loss_rpn_loc": 0.0804408909752965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848864536018168, "mask_rcnn/false_negative": 0.1030048816942542, "mask_rcnn/false_positive": 0.12110563319208645, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9707364675123245, "total_loss": 0.7926096515730023}
{"data_time": 0.025169281056150794, "eta_seconds": 177293.80487107672, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3162941006180065, "fast_rcnn/fg_cls_accuracy": 0.6706073545344464, "iteration": 92279, "loss_box_reg": 0.2351008579134941, "loss_cls": 0.1714047642890364, "loss_mask": 0.23335345275700092, "loss_rpn_cls": 0.027986953034996986, "loss_rpn_loc": 0.06612352951196954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870839925361835, "mask_rcnn/false_negative": 0.09736028526491605, "mask_rcnn/false_positive": 0.11947322923460105, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.0587243945337832, "total_loss": 0.7255616866750643}
{"data_time": 0.017579290317371488, "eta_seconds": 177273.85283361655, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.3034077149282131, "fast_rcnn/fg_cls_accuracy": 0.6683323814962878, "iteration": 92299, "loss_box_reg": 0.23743126261979342, "loss_cls": 0.19238222111016512, "loss_mask": 0.2495221495628357, "loss_rpn_cls": 0.043629952473565936, "loss_rpn_loc": 0.08116587367840111, "lr": 0.0001, "mask_rcnn/accuracy": 0.899108343814415, "mask_rcnn/false_negative": 0.08834492969802277, "mask_rcnn/false_positive": 0.10955099699680665, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9928698167204857, "total_loss": 0.8253010151674971}
{"data_time": 0.01235605450347066, "eta_seconds": 177256.08782814816, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2915956969968624, "fast_rcnn/fg_cls_accuracy": 0.6815245754373958, "iteration": 92319, "loss_box_reg": 0.2223909329622984, "loss_cls": 0.17832257319241762, "loss_mask": 0.25709607638418674, "loss_rpn_cls": 0.03797295643016696, "loss_rpn_loc": 0.08698166301473975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896702101350034, "mask_rcnn/false_negative": 0.09468908828169567, "mask_rcnn/false_positive": 0.10987649310076004, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.003444459522143, "total_loss": 0.7518700355431065}
{"data_time": 0.018216096563264728, "eta_seconds": 177233.9487586962, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2668122668122668, "fast_rcnn/fg_cls_accuracy": 0.6953316953316954, "iteration": 92339, "loss_box_reg": 0.22787941619753838, "loss_cls": 0.1794301439076662, "loss_mask": 0.24524863250553608, "loss_rpn_cls": 0.03409509570337832, "loss_rpn_loc": 0.08755202731117606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974230421833805, "mask_rcnn/false_negative": 0.09011941056625047, "mask_rcnn/false_positive": 0.12261282647174027, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9895654423162341, "total_loss": 0.7856787020573393}
{"data_time": 0.01525717694312334, "eta_seconds": 177397.62167157605, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3640503394601755, "fast_rcnn/fg_cls_accuracy": 0.629723963775688, "iteration": 92359, "loss_box_reg": 0.22434772830456495, "loss_cls": 0.17702576145529747, "loss_mask": 0.25605860352516174, "loss_rpn_cls": 0.03328834043350071, "loss_rpn_loc": 0.07885514153167605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864263673000824, "mask_rcnn/false_negative": 0.09730172041252419, "mask_rcnn/false_positive": 0.11387881460537269, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.041679697111249, "total_loss": 0.7801220953697339}
{"data_time": 0.014128250535577536, "eta_seconds": 177543.35227154195, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.35094306671323783, "fast_rcnn/fg_cls_accuracy": 0.6171052631578947, "iteration": 92379, "loss_box_reg": 0.23631017096340656, "loss_cls": 0.18160288874059916, "loss_mask": 0.24710817821323872, "loss_rpn_cls": 0.03358294442296028, "loss_rpn_loc": 0.08064666436985135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908451598261051, "mask_rcnn/false_negative": 0.08998706989428945, "mask_rcnn/false_positive": 0.1239128357417713, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.003488220507279, "total_loss": 0.7837914165575057}
{"data_time": 0.022234046831727028, "eta_seconds": 177523.360902071, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2421745425825984, "fast_rcnn/fg_cls_accuracy": 0.7211129991503824, "iteration": 92399, "loss_box_reg": 0.22726189903914928, "loss_cls": 0.18875627778470516, "loss_mask": 0.24575645849108696, "loss_rpn_cls": 0.04225817497354001, "loss_rpn_loc": 0.07796414569020271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968257954482202, "mask_rcnn/false_negative": 0.10191598053059134, "mask_rcnn/false_positive": 0.10986600366276876, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0239002734888345, "total_loss": 0.7987308610026957}
{"data_time": 0.020467744441702962, "eta_seconds": 177442.42824329063, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.31278898857825277, "fast_rcnn/fg_cls_accuracy": 0.6679808310622531, "iteration": 92419, "loss_box_reg": 0.22096442710608244, "loss_cls": 0.1868262905627489, "loss_mask": 0.2469797469675541, "loss_rpn_cls": 0.04395545762963593, "loss_rpn_loc": 0.09218344511464238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924791939383445, "mask_rcnn/false_negative": 0.09949046976200801, "mask_rcnn/false_positive": 0.12595886406024834, "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": 0.9949186560697854, "total_loss": 0.8266138738836162}
{"data_time": 0.019555635983124375, "eta_seconds": 177422.4437373504, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23400865460267506, "fast_rcnn/fg_cls_accuracy": 0.7121968133689659, "iteration": 92439, "loss_box_reg": 0.2139575071632862, "loss_cls": 0.162313524633646, "loss_mask": 0.24666444025933743, "loss_rpn_cls": 0.03234896156936884, "loss_rpn_loc": 0.07681265333667397, "lr": 0.0001, "mask_rcnn/accuracy": 0.901421633213725, "mask_rcnn/false_negative": 0.08891678665654529, "mask_rcnn/false_positive": 0.11123153512413791, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0261052027344704, "total_loss": 0.730412750504911}
{"data_time": 0.020800400525331497, "eta_seconds": 177601.2692518439, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30704702057453415, "fast_rcnn/fg_cls_accuracy": 0.6554347826086957, "iteration": 92459, "loss_box_reg": 0.22377523966133595, "loss_cls": 0.1882227659225464, "loss_mask": 0.23201639018952847, "loss_rpn_cls": 0.03879249794408679, "loss_rpn_loc": 0.07441746583208442, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929106322938174, "mask_rcnn/false_negative": 0.09471034349411339, "mask_rcnn/false_positive": 0.11613464180948492, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9944207079242915, "total_loss": 0.7827114737592638}
{"data_time": 0.019345230655744672, "eta_seconds": 177636.97495646775, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2679478243552723, "fast_rcnn/fg_cls_accuracy": 0.6963084484226133, "iteration": 92479, "loss_box_reg": 0.21854393277317286, "loss_cls": 0.18259738106280565, "loss_mask": 0.24507202580571175, "loss_rpn_cls": 0.03738276270451024, "loss_rpn_loc": 0.07533062039874494, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017388060594811, "mask_rcnn/false_negative": 0.07519774038880916, "mask_rcnn/false_positive": 0.12504768699668944, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0129781593568623, "total_loss": 0.7511549468617886}
{"data_time": 0.022343639051541686, "eta_seconds": 177497.2222588258, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.29802999910182326, "fast_rcnn/fg_cls_accuracy": 0.6530797101449275, "iteration": 92499, "loss_box_reg": 0.20772351324558258, "loss_cls": 0.1719987727701664, "loss_mask": 0.24412892758846283, "loss_rpn_cls": 0.029132525669410825, "loss_rpn_loc": 0.0641067458782345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991316120005379, "mask_rcnn/false_negative": 0.08666686211630822, "mask_rcnn/false_positive": 0.11987963165432408, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.973393173655495, "total_loss": 0.7113145147450268}
{"data_time": 0.01443370059132576, "eta_seconds": 177527.82533571124, "fast_rcnn/cls_accuracy": 0.917724609375, "fast_rcnn/false_negative": 0.31323931761487084, "fast_rcnn/fg_cls_accuracy": 0.6485818702799835, "iteration": 92519, "loss_box_reg": 0.2132213981822133, "loss_cls": 0.18039782578125596, "loss_mask": 0.24361041747033596, "loss_rpn_cls": 0.02909284713678062, "loss_rpn_loc": 0.06661811604863033, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902164477347922, "mask_rcnn/false_negative": 0.10274831437960688, "mask_rcnn/false_positive": 0.12562033919757293, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.0197493417654186, "total_loss": 0.7372395128477365}
{"data_time": 0.01592278853058815, "eta_seconds": 177521.24164375477, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.327628294036061, "fast_rcnn/fg_cls_accuracy": 0.631918631530282, "iteration": 92539, "loss_box_reg": 0.21176567673683167, "loss_cls": 0.18614940252155066, "loss_mask": 0.24626250937581062, "loss_rpn_cls": 0.03744895267300308, "loss_rpn_loc": 0.07564410241320729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965437960644578, "mask_rcnn/false_negative": 0.09835886531410429, "mask_rcnn/false_positive": 0.1109925695283239, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0035094246268272, "total_loss": 0.7586901299655437}
{"data_time": 0.012663114117458463, "eta_seconds": 177518.16702585667, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31551662174303685, "fast_rcnn/fg_cls_accuracy": 0.659391891891892, "iteration": 92559, "loss_box_reg": 0.2293638400733471, "loss_cls": 0.1750052599236369, "loss_mask": 0.26067853160202503, "loss_rpn_cls": 0.038447228143922985, "loss_rpn_loc": 0.0844126211013645, "lr": 0.0001, "mask_rcnn/accuracy": 0.884218863928179, "mask_rcnn/false_negative": 0.10542530140542633, "mask_rcnn/false_positive": 0.12953306879657184, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9934370785485953, "total_loss": 0.7911096059251577}
{"data_time": 0.017690055072307587, "eta_seconds": 177574.57493372262, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3013748083675387, "fast_rcnn/fg_cls_accuracy": 0.6572268147765434, "iteration": 92579, "loss_box_reg": 0.22737461142241955, "loss_cls": 0.19795393059030175, "loss_mask": 0.2382444031536579, "loss_rpn_cls": 0.037408960168249905, "loss_rpn_loc": 0.08293656772002578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984297468445975, "mask_rcnn/false_negative": 0.08492287144992522, "mask_rcnn/false_positive": 0.11892109376580337, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.02988947997801, "total_loss": 0.7894633857067674}
{"data_time": 0.016615552827715874, "eta_seconds": 177554.55750897527, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2866127091764191, "fast_rcnn/fg_cls_accuracy": 0.6797093260507895, "iteration": 92599, "loss_box_reg": 0.21790777333080769, "loss_cls": 0.1757611846551299, "loss_mask": 0.2492126040160656, "loss_rpn_cls": 0.031835913949180394, "loss_rpn_loc": 0.06450077029876411, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950502521280533, "mask_rcnn/false_negative": 0.09321978122860448, "mask_rcnn/false_positive": 0.12449081311632787, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.001845348160714, "total_loss": 0.7636751065729186}
{"data_time": 0.021224917843937874, "eta_seconds": 177534.54008422792, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34187309480955896, "fast_rcnn/fg_cls_accuracy": 0.6263712027116441, "iteration": 92619, "loss_box_reg": 0.21271171607077122, "loss_cls": 0.17228246200829744, "loss_mask": 0.2472597137093544, "loss_rpn_cls": 0.03766810381785035, "loss_rpn_loc": 0.07606584823224694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859790661410636, "mask_rcnn/false_negative": 0.10568852164227374, "mask_rcnn/false_positive": 0.12639805127640785, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9867070647887886, "total_loss": 0.7547713520471007}
{"data_time": 0.0164602636359632, "eta_seconds": 177389.83465684578, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.32423621987809714, "fast_rcnn/fg_cls_accuracy": 0.6357478745601196, "iteration": 92639, "loss_box_reg": 0.21646108571439981, "loss_cls": 0.18169680377468467, "loss_mask": 0.24068640917539597, "loss_rpn_cls": 0.033418671460822225, "loss_rpn_loc": 0.06552842888049781, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920087890067528, "mask_rcnn/false_negative": 0.09832936681304305, "mask_rcnn/false_positive": 0.12361847009160651, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9806479865219444, "total_loss": 0.7400712188100442}
{"data_time": 0.017752391751855612, "eta_seconds": 177308.67069949862, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2680652680652681, "fast_rcnn/fg_cls_accuracy": 0.6895712982669504, "iteration": 92659, "loss_box_reg": 0.22618998400866985, "loss_cls": 0.18403839133679867, "loss_mask": 0.2526365239173174, "loss_rpn_cls": 0.037345897348131984, "loss_rpn_loc": 0.07245895615778863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912232402442646, "mask_rcnn/false_negative": 0.10013169823679749, "mask_rcnn/false_positive": 0.1191676597977443, "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": 0.9923470227513462, "total_loss": 0.7876306109828874}
{"data_time": 0.014749123947694898, "eta_seconds": 177131.06189258397, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2898158179848321, "fast_rcnn/fg_cls_accuracy": 0.6661951570366819, "iteration": 92679, "loss_box_reg": 0.2102521602064371, "loss_cls": 0.17619133926928043, "loss_mask": 0.24063079431653023, "loss_rpn_cls": 0.03248060785699636, "loss_rpn_loc": 0.07062647701241076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870950305052736, "mask_rcnn/false_negative": 0.09666500458156964, "mask_rcnn/false_positive": 0.1263015166396716, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9951562534552068, "total_loss": 0.7355627801734954}
{"data_time": 0.021283072885125875, "eta_seconds": 177121.9820965547, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31356130969134066, "fast_rcnn/fg_cls_accuracy": 0.6850038765083594, "iteration": 92699, "loss_box_reg": 0.2258198568597436, "loss_cls": 0.1869476167485118, "loss_mask": 0.24235142208635807, "loss_rpn_cls": 0.035536218667402864, "loss_rpn_loc": 0.07687477511353791, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021477815809869, "mask_rcnn/false_negative": 0.09303945502737102, "mask_rcnn/false_positive": 0.10450963200826496, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.034360543359071, "total_loss": 0.7615480364765972}
{"data_time": 0.012608216609805822, "eta_seconds": 177281.2767972052, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.34512670565302145, "fast_rcnn/fg_cls_accuracy": 0.6304678848283499, "iteration": 92719, "loss_box_reg": 0.21388069726526737, "loss_cls": 0.1701896353624761, "loss_mask": 0.24909194000065327, "loss_rpn_cls": 0.030120048693788704, "loss_rpn_loc": 0.0763110313564539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891533168767756, "mask_rcnn/false_negative": 0.09397193900356725, "mask_rcnn/false_positive": 0.13538113828864445, "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": 1.005022403318435, "total_loss": 0.7163131850538775}
{"data_time": 0.016407659742981195, "eta_seconds": 177308.27167043928, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.28175159731961974, "fast_rcnn/fg_cls_accuracy": 0.6904855165724731, "iteration": 92739, "loss_box_reg": 0.21720770560204983, "loss_cls": 0.1795305646955967, "loss_mask": 0.2484202068299055, "loss_rpn_cls": 0.03476768161635846, "loss_rpn_loc": 0.07063759153243154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892274759621699, "mask_rcnn/false_negative": 0.09594557181252406, "mask_rcnn/false_positive": 0.1189697042401689, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0103691169060767, "total_loss": 0.7551056201918982}
{"data_time": 0.024612431414425373, "eta_seconds": 177241.2765091192, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3321917808219178, "fast_rcnn/fg_cls_accuracy": 0.623811662549592, "iteration": 92759, "loss_box_reg": 0.23119507730007172, "loss_cls": 0.19132422003895044, "loss_mask": 0.24087293446063995, "loss_rpn_cls": 0.03204959142021835, "loss_rpn_loc": 0.084110370837152, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973803827751197, "mask_rcnn/false_negative": 0.0788493880297407, "mask_rcnn/false_positive": 0.13888529436871233, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9873273086268455, "total_loss": 0.79052752640564}
{"data_time": 0.01964152487926185, "eta_seconds": 177031.16844464093, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.26042764643878935, "fast_rcnn/fg_cls_accuracy": 0.6889987747243129, "iteration": 92779, "loss_box_reg": 0.21431182138621807, "loss_cls": 0.17339227348566055, "loss_mask": 0.24823496118187904, "loss_rpn_cls": 0.03284670878201723, "loss_rpn_loc": 0.07615543424617499, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033397749803439, "mask_rcnn/false_negative": 0.08390166744668662, "mask_rcnn/false_positive": 0.10952848265525372, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 1.0064273967873305, "total_loss": 0.7333793928846717}
{"data_time": 0.013387269107624888, "eta_seconds": 176987.3257048428, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35410256410256413, "fast_rcnn/fg_cls_accuracy": 0.6145079820404091, "iteration": 92799, "loss_box_reg": 0.22254538163542747, "loss_cls": 0.17644514795392752, "loss_mask": 0.2547312453389168, "loss_rpn_cls": 0.04173272964544594, "loss_rpn_loc": 0.08415471436455846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912542210132648, "mask_rcnn/false_negative": 0.09278099949528763, "mask_rcnn/false_positive": 0.12854028800204975, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9993679791223258, "total_loss": 0.8087092495989054}
{"data_time": 0.014759525191038847, "eta_seconds": 177002.10258244537, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3060767146133, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 92819, "loss_box_reg": 0.2357675563544035, "loss_cls": 0.19701532321050763, "loss_mask": 0.24729052931070328, "loss_rpn_cls": 0.036281350068748, "loss_rpn_loc": 0.07976003258954734, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950797700032394, "mask_rcnn/false_negative": 0.09869477325646553, "mask_rcnn/false_positive": 0.11488947404276315, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0038653735537082, "total_loss": 0.7995426321867853}
{"data_time": 0.01992090791463852, "eta_seconds": 177212.61069215834, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3975219321240082, "fast_rcnn/fg_cls_accuracy": 0.5956897216439201, "iteration": 92839, "loss_box_reg": 0.23870531097054482, "loss_cls": 0.19121089577674866, "loss_mask": 0.2529370952397585, "loss_rpn_cls": 0.037661326583474874, "loss_rpn_loc": 0.07310597551986575, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866566632020174, "mask_rcnn/false_negative": 0.10631615135819522, "mask_rcnn/false_positive": 0.11963334105681891, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0111332242377102, "total_loss": 0.8112287453841418}
{"data_time": 0.014706934103742242, "eta_seconds": 177170.30292508192, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3818507396059493, "fast_rcnn/fg_cls_accuracy": 0.5716952949962659, "iteration": 92859, "loss_box_reg": 0.23727247305214405, "loss_cls": 0.19226629193872213, "loss_mask": 0.2584854569286108, "loss_rpn_cls": 0.03679133136756718, "loss_rpn_loc": 0.09555975371040404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952255316879403, "mask_rcnn/false_negative": 0.09893555095848634, "mask_rcnn/false_positive": 0.12348081987104267, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0047513246536255, "total_loss": 0.8350514234043658}
{"data_time": 0.019424990052357316, "eta_seconds": 177088.7095652148, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.34361541709391397, "fast_rcnn/fg_cls_accuracy": 0.6492748075808987, "iteration": 92879, "loss_box_reg": 0.22261177003383636, "loss_cls": 0.18402224499732256, "loss_mask": 0.243310222402215, "loss_rpn_cls": 0.03652846219483763, "loss_rpn_loc": 0.08218795713037252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939276259675888, "mask_rcnn/false_negative": 0.10408876649578833, "mask_rcnn/false_positive": 0.11191994439560618, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9740383645985276, "total_loss": 0.806615604320541}
{"data_time": 0.014270105166360736, "eta_seconds": 177239.61326079443, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3289790551031402, "fast_rcnn/fg_cls_accuracy": 0.6210129328052849, "iteration": 92899, "loss_box_reg": 0.22896749153733253, "loss_cls": 0.17963239364326, "loss_mask": 0.2410733737051487, "loss_rpn_cls": 0.03447857272112742, "loss_rpn_loc": 0.079650376457721, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051346277929836, "mask_rcnn/false_negative": 0.09149684546708353, "mask_rcnn/false_positive": 0.1041347473985634, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0070496811531484, "total_loss": 0.7737246947945096}
{"data_time": 0.013677190523594618, "eta_seconds": 177181.03107308038, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3201470330824435, "fast_rcnn/fg_cls_accuracy": 0.6609286431866013, "iteration": 92919, "loss_box_reg": 0.23002267256379128, "loss_cls": 0.19121877197176218, "loss_mask": 0.24545128270983696, "loss_rpn_cls": 0.0450421329587698, "loss_rpn_loc": 0.09023547754622996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975641544390291, "mask_rcnn/false_negative": 0.0882193543801047, "mask_rcnn/false_positive": 0.12122326366629063, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9609543678816408, "total_loss": 0.8374803570332006}
{"data_time": 0.015401685610413551, "eta_seconds": 177225.8634031657, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3008545486914723, "fast_rcnn/fg_cls_accuracy": 0.6659915795586527, "iteration": 92939, "loss_box_reg": 0.22798078320920467, "loss_cls": 0.18748432071879506, "loss_mask": 0.2484201192855835, "loss_rpn_cls": 0.037339383678045124, "loss_rpn_loc": 0.09289910853840411, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023165533952464, "mask_rcnn/false_negative": 0.0943382148988123, "mask_rcnn/false_positive": 0.10922075469271184, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0317418710328639, "total_loss": 0.8193304114975035}
{"data_time": 0.014474789844825864, "eta_seconds": 177266.96836849675, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3163896918378395, "fast_rcnn/fg_cls_accuracy": 0.6644632434913764, "iteration": 92959, "loss_box_reg": 0.22334917541593313, "loss_cls": 0.18032076489180326, "loss_mask": 0.24373552203178406, "loss_rpn_cls": 0.028070529690012336, "loss_rpn_loc": 0.061669464921578765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995814044681417, "mask_rcnn/false_negative": 0.09656097649294836, "mask_rcnn/false_positive": 0.10340257525174987, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9960569913964719, "total_loss": 0.7431717337458394}
{"data_time": 0.013415330788120627, "eta_seconds": 177185.82593261264, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.30801847739459454, "fast_rcnn/fg_cls_accuracy": 0.6859451564266867, "iteration": 92979, "loss_box_reg": 0.21958255395293236, "loss_cls": 0.1793165411800146, "loss_mask": 0.24183784611523151, "loss_rpn_cls": 0.0335415203589946, "loss_rpn_loc": 0.08617341192439198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836665140990433, "mask_rcnn/false_negative": 0.09356614451351991, "mask_rcnn/false_positive": 0.1411387994514935, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9671192900277674, "total_loss": 0.7582336062332615}
{"data_time": 0.018279497511684895, "eta_seconds": 177140.55056800134, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3300524934383202, "fast_rcnn/fg_cls_accuracy": 0.6476244287328621, "iteration": 92999, "loss_box_reg": 0.21181017719209194, "loss_cls": 0.17742513492703438, "loss_mask": 0.2447725348174572, "loss_rpn_cls": 0.030248515075072646, "loss_rpn_loc": 0.07697064068634063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913198663235057, "mask_rcnn/false_negative": 0.09352806391117963, "mask_rcnn/false_positive": 0.11404211697311983, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9926839910913259, "total_loss": 0.7377050807699561}
{"data_time": 0.023572301026433706, "eta_seconds": 177206.89144745003, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2670951026214184, "fast_rcnn/fg_cls_accuracy": 0.6935879412683537, "iteration": 93019, "loss_box_reg": 0.211565425619483, "loss_cls": 0.18048273958265781, "loss_mask": 0.23979172483086586, "loss_rpn_cls": 0.029252008418552577, "loss_rpn_loc": 0.06908771838061512, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021048023401241, "mask_rcnn/false_negative": 0.07918014448800065, "mask_rcnn/false_positive": 0.12248866442365378, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.992229636060074, "total_loss": 0.7051615412347019}
{"data_time": 0.015954438131302595, "eta_seconds": 177154.60651569068, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.29832535885167466, "fast_rcnn/fg_cls_accuracy": 0.679213943950786, "iteration": 93039, "loss_box_reg": 0.2264243415556848, "loss_cls": 0.191491543315351, "loss_mask": 0.2571858540177345, "loss_rpn_cls": 0.03498160978779197, "loss_rpn_loc": 0.0810237203259021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923200357600399, "mask_rcnn/false_negative": 0.09151154147365678, "mask_rcnn/false_positive": 0.11467252175964868, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.013498106971383, "total_loss": 0.802724267123267}
{"data_time": 0.015339684672653675, "eta_seconds": 177239.09020070918, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.30652688651727805, "fast_rcnn/fg_cls_accuracy": 0.6610274184139185, "iteration": 93059, "loss_box_reg": 0.24215381033718586, "loss_cls": 0.20360112562775612, "loss_mask": 0.26116286404430866, "loss_rpn_cls": 0.038785187411122024, "loss_rpn_loc": 0.07707430771552026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834730705662547, "mask_rcnn/false_negative": 0.09766001596163937, "mask_rcnn/false_positive": 0.13323774019612789, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.0174024880398065, "total_loss": 0.8147964974632487}
{"data_time": 0.019259166670963168, "eta_seconds": 177450.23134138435, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3102578083494114, "fast_rcnn/fg_cls_accuracy": 0.6707717569786535, "iteration": 93079, "loss_box_reg": 0.2266692677512765, "loss_cls": 0.18231147062033415, "loss_mask": 0.24719960801303387, "loss_rpn_cls": 0.03198917268309742, "loss_rpn_loc": 0.07252512755803764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982595670375173, "mask_rcnn/false_negative": 0.08705002856412364, "mask_rcnn/false_positive": 0.10499422391772248, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0283857840113342, "total_loss": 0.7552132288692519}
{"data_time": 0.01642809738405049, "eta_seconds": 177395.4031403875, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34106782745560965, "fast_rcnn/fg_cls_accuracy": 0.6322934070170929, "iteration": 93099, "loss_box_reg": 0.2260884065181017, "loss_cls": 0.2061979342252016, "loss_mask": 0.23810103721916676, "loss_rpn_cls": 0.038458532944787294, "loss_rpn_loc": 0.07665443141013384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942491515885588, "mask_rcnn/false_negative": 0.09201658816329819, "mask_rcnn/false_positive": 0.11172750548822628, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9698275895789266, "total_loss": 0.7952972350176424}
{"data_time": 0.013231965946033597, "eta_seconds": 177278.81402269006, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3126696261387305, "fast_rcnn/fg_cls_accuracy": 0.6552865008965549, "iteration": 93119, "loss_box_reg": 0.24217009916901588, "loss_cls": 0.1916123367846012, "loss_mask": 0.2511120084673166, "loss_rpn_cls": 0.04267971427179873, "loss_rpn_loc": 0.09025327954441309, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809628060188623, "mask_rcnn/false_negative": 0.10494853258061881, "mask_rcnn/false_positive": 0.1209461088041503, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9921184235718101, "total_loss": 0.8334376182756387}
{"data_time": 0.01853496814146638, "eta_seconds": 177355.2911215881, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33937659947666565, "fast_rcnn/fg_cls_accuracy": 0.6138836997493702, "iteration": 93139, "loss_box_reg": 0.19610280822962523, "loss_cls": 0.17878717835992575, "loss_mask": 0.2373199388384819, "loss_rpn_cls": 0.03041677933651954, "loss_rpn_loc": 0.058793027768842876, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011187662797462, "mask_rcnn/false_negative": 0.09458538310610809, "mask_rcnn/false_positive": 0.10713980270330403, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0311032060999423, "total_loss": 0.708971080777701}
{"data_time": 0.017045198939740658, "eta_seconds": 177254.32165258564, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.29325950281832636, "fast_rcnn/fg_cls_accuracy": 0.6881458891509142, "iteration": 93159, "loss_box_reg": 0.21897485200315714, "loss_cls": 0.18127494864165783, "loss_mask": 0.23615921661257744, "loss_rpn_cls": 0.03555075026815757, "loss_rpn_loc": 0.06944851810112596, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017178614403508, "mask_rcnn/false_negative": 0.0833539241860195, "mask_rcnn/false_positive": 0.10608212501240585, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0091732039581984, "total_loss": 0.7674308364512399}
{"data_time": 0.01470640511251986, "eta_seconds": 177315.17910278868, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3485063247642978, "fast_rcnn/fg_cls_accuracy": 0.6097287428273344, "iteration": 93179, "loss_box_reg": 0.22236661426723003, "loss_cls": 0.18129542469978333, "loss_mask": 0.25422740168869495, "loss_rpn_cls": 0.035007060738280416, "loss_rpn_loc": 0.08109687827527523, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844209388574708, "mask_rcnn/false_negative": 0.08608544271402022, "mask_rcnn/false_positive": 0.13092894034063227, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0096253727097064, "total_loss": 0.7417801442788914}
{"data_time": 0.0197822037152946, "eta_seconds": 177098.85355196893, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3136936552018799, "fast_rcnn/fg_cls_accuracy": 0.6528646940883407, "iteration": 93199, "loss_box_reg": 0.22900218330323696, "loss_cls": 0.18693643249571323, "loss_mask": 0.2351729068905115, "loss_rpn_cls": 0.03125133260618895, "loss_rpn_loc": 0.06544083752669394, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011597400285434, "mask_rcnn/false_negative": 0.08511515652309695, "mask_rcnn/false_positive": 0.10630365806195818, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9620628948323429, "total_loss": 0.7502748511033133}
{"data_time": 0.015953549882397056, "eta_seconds": 177169.81970248744, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2772752967778406, "fast_rcnn/fg_cls_accuracy": 0.677266633148986, "iteration": 93219, "loss_box_reg": 0.21450710482895374, "loss_cls": 0.18144030030816793, "loss_mask": 0.24831436574459076, "loss_rpn_cls": 0.03089436993468553, "loss_rpn_loc": 0.05919529602397233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916753342339003, "mask_rcnn/false_negative": 0.09638648387770105, "mask_rcnn/false_positive": 0.12659413257927163, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0352772779297084, "total_loss": 0.7298586695687845}
{"data_time": 0.02221072488464415, "eta_seconds": 176925.5823740177, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3074729891956783, "fast_rcnn/fg_cls_accuracy": 0.6725263096007996, "iteration": 93239, "loss_box_reg": 0.21623516641557217, "loss_cls": 0.1799180405214429, "loss_mask": 0.2426348179578781, "loss_rpn_cls": 0.031356899184174836, "loss_rpn_loc": 0.0815390560310334, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954397830560796, "mask_rcnn/false_negative": 0.08963086156226399, "mask_rcnn/false_positive": 0.12605882791291667, "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": 0.9845820681657642, "total_loss": 0.7878237204859033}
{"data_time": 0.017386423889547586, "eta_seconds": 177064.2099627573, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.26510365640800426, "fast_rcnn/fg_cls_accuracy": 0.6721218689788053, "iteration": 93259, "loss_box_reg": 0.22073645889759064, "loss_cls": 0.18869813811033964, "loss_mask": 0.2408887892961502, "loss_rpn_cls": 0.036760631715878844, "loss_rpn_loc": 0.0839306921698153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990962762550061, "mask_rcnn/false_negative": 0.09035162138681116, "mask_rcnn/false_positive": 0.10730050235137914, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0198526729363948, "total_loss": 0.7943715355359018}
{"data_time": 0.015046730870380998, "eta_seconds": 176914.34258280322, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3277762341391127, "fast_rcnn/fg_cls_accuracy": 0.6569516799694117, "iteration": 93279, "loss_box_reg": 0.21982336044311523, "loss_cls": 0.18054072372615337, "loss_mask": 0.25106751173734665, "loss_rpn_cls": 0.03825105680152774, "loss_rpn_loc": 0.0786210629157722, "lr": 0.0001, "mask_rcnn/accuracy": 0.889389138807697, "mask_rcnn/false_negative": 0.09874926347384913, "mask_rcnn/false_positive": 0.12641388461180517, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9932084905449301, "total_loss": 0.792095031705685}
{"data_time": 0.017817742191255093, "eta_seconds": 177040.91626214795, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31332447080478576, "fast_rcnn/fg_cls_accuracy": 0.6554194233439516, "iteration": 93299, "loss_box_reg": 0.21029802039265633, "loss_cls": 0.17017251439392567, "loss_mask": 0.23171884939074516, "loss_rpn_cls": 0.03939030005130917, "loss_rpn_loc": 0.09328155522234738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942445944572798, "mask_rcnn/false_negative": 0.09308615061953507, "mask_rcnn/false_positive": 0.1287617841025367, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0213545677252114, "total_loss": 0.7663725452730432}
{"data_time": 0.014307166915386915, "eta_seconds": 177066.6172462236, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3383333333333333, "fast_rcnn/fg_cls_accuracy": 0.6478687978687978, "iteration": 93319, "loss_box_reg": 0.2225116230547428, "loss_cls": 0.19574862299486995, "loss_mask": 0.2440772596746683, "loss_rpn_cls": 0.037769956747069955, "loss_rpn_loc": 0.07684101967606694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909232145763946, "mask_rcnn/false_negative": 0.09571520184944268, "mask_rcnn/false_positive": 0.11612551028293466, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0369438738562167, "total_loss": 0.7648505949182436}
{"data_time": 0.01753207971341908, "eta_seconds": 177081.10281550325, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.32155579789167577, "fast_rcnn/fg_cls_accuracy": 0.6632180953604935, "iteration": 93339, "loss_box_reg": 0.22466817311942577, "loss_cls": 0.17907757125794888, "loss_mask": 0.24408496357500553, "loss_rpn_cls": 0.0327291659777984, "loss_rpn_loc": 0.06917798321228474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960614375895637, "mask_rcnn/false_negative": 0.09467749284562615, "mask_rcnn/false_positive": 0.10748190723397116, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0078482984099537, "total_loss": 0.7493120606231969}
{"data_time": 0.01590797700919211, "eta_seconds": 176980.80050110817, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3019476268412439, "fast_rcnn/fg_cls_accuracy": 0.6694444444444445, "iteration": 93359, "loss_box_reg": 0.20654273871332407, "loss_cls": 0.17768529895693064, "loss_mask": 0.23037613555788994, "loss_rpn_cls": 0.03496335376985371, "loss_rpn_loc": 0.07185006095096469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935211758314436, "mask_rcnn/false_negative": 0.0952846891090244, "mask_rcnn/false_positive": 0.10772805555107565, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9760591282974929, "total_loss": 0.7280134169850498}
{"data_time": 0.019369717920199037, "eta_seconds": 176815.46312077902, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3467539309450478, "fast_rcnn/fg_cls_accuracy": 0.6419807186678352, "iteration": 93379, "loss_box_reg": 0.22027212753891945, "loss_cls": 0.18510396964848042, "loss_mask": 0.2566882222890854, "loss_rpn_cls": 0.035953375743702054, "loss_rpn_loc": 0.06315521174110472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828961486415853, "mask_rcnn/false_negative": 0.11242262311844814, "mask_rcnn/false_positive": 0.14312222615267767, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9786549673881382, "total_loss": 0.7749451543204486}
{"data_time": 0.017750175902619958, "eta_seconds": 176700.7572142873, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3260129787907566, "fast_rcnn/fg_cls_accuracy": 0.6567682317682317, "iteration": 93399, "loss_box_reg": 0.20554560609161854, "loss_cls": 0.16449613450095057, "loss_mask": 0.24190515838563442, "loss_rpn_cls": 0.0317481464589946, "loss_rpn_loc": 0.07422658405266702, "lr": 0.0001, "mask_rcnn/accuracy": 0.879324901088294, "mask_rcnn/false_negative": 0.1022316561777946, "mask_rcnn/false_positive": 0.13754373848400814, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0126896949950606, "total_loss": 0.7185798388672993}
{"data_time": 0.014715985162183642, "eta_seconds": 176634.63763929438, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2704451130940029, "fast_rcnn/fg_cls_accuracy": 0.6979878093559522, "iteration": 93419, "loss_box_reg": 0.23104862496256828, "loss_cls": 0.1764381444081664, "loss_mask": 0.2439458668231964, "loss_rpn_cls": 0.03115178889129311, "loss_rpn_loc": 0.07291737769264728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916731366459627, "mask_rcnn/false_negative": 0.09051843861249437, "mask_rcnn/false_positive": 0.1210001575458047, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9688532124273479, "total_loss": 0.7875248215859756}
{"data_time": 0.01398190064355731, "eta_seconds": 176596.68652866036, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2799539170506912, "fast_rcnn/fg_cls_accuracy": 0.6674082313681868, "iteration": 93439, "loss_box_reg": 0.21169733814895153, "loss_cls": 0.17742971517145634, "loss_mask": 0.24219920672476292, "loss_rpn_cls": 0.030690478393808007, "loss_rpn_loc": 0.07875248359050602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980669524754346, "mask_rcnn/false_negative": 0.0890538636377364, "mask_rcnn/false_positive": 0.1253128874031304, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9965322909411043, "total_loss": 0.7311921353684738}
{"data_time": 0.014769407454878092, "eta_seconds": 176603.23267029133, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2897761842677097, "fast_rcnn/fg_cls_accuracy": 0.6857129807253128, "iteration": 93459, "loss_box_reg": 0.230120450258255, "loss_cls": 0.19477073103189468, "loss_mask": 0.24119579792022705, "loss_rpn_cls": 0.04141641000751406, "loss_rpn_loc": 0.08155901008285582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940613483621929, "mask_rcnn/false_negative": 0.10018084253314441, "mask_rcnn/false_positive": 0.10936619943462617, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0110317636281252, "total_loss": 0.7710983918514103}
{"data_time": 0.01635934808291495, "eta_seconds": 176541.27799378708, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.333534259913988, "fast_rcnn/fg_cls_accuracy": 0.6424344273098721, "iteration": 93479, "loss_box_reg": 0.21727178618311882, "loss_cls": 0.18938048742711544, "loss_mask": 0.24884932674467564, "loss_rpn_cls": 0.03121562907472253, "loss_rpn_loc": 0.06765480991452932, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974087731411078, "mask_rcnn/false_negative": 0.09378548055112057, "mask_rcnn/false_positive": 0.11423556802870716, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9790850905701518, "total_loss": 0.7650139349279925}
{"data_time": 0.013779683038592339, "eta_seconds": 176554.61288557854, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30643960543458026, "fast_rcnn/fg_cls_accuracy": 0.6653210810140705, "iteration": 93499, "loss_box_reg": 0.22558260522782803, "loss_cls": 0.18652750365436077, "loss_mask": 0.23596331104636192, "loss_rpn_cls": 0.03377807710785419, "loss_rpn_loc": 0.07354262028820813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908720992542953, "mask_rcnn/false_negative": 0.0874385909645263, "mask_rcnn/false_positive": 0.11526321447694834, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9933813409879804, "total_loss": 0.7558946718927473}
{"data_time": 0.014487612061202526, "eta_seconds": 176534.60669714957, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3177798488143316, "fast_rcnn/fg_cls_accuracy": 0.6595471876370753, "iteration": 93519, "loss_box_reg": 0.2111986130475998, "loss_cls": 0.17934799613431096, "loss_mask": 0.24738111905753613, "loss_rpn_cls": 0.03839028830407187, "loss_rpn_loc": 0.06112038227729499, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936209999236262, "mask_rcnn/false_negative": 0.0974626536249344, "mask_rcnn/false_positive": 0.11822254586335963, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0120411738753319, "total_loss": 0.7376982271671295}
{"data_time": 0.01571199856698513, "eta_seconds": 176481.2707612943, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3691920134353424, "fast_rcnn/fg_cls_accuracy": 0.5857761188585879, "iteration": 93539, "loss_box_reg": 0.2108208481222391, "loss_cls": 0.18325773254036903, "loss_mask": 0.240277586504817, "loss_rpn_cls": 0.03520962572656572, "loss_rpn_loc": 0.0753866620361805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886980571265334, "mask_rcnn/false_negative": 0.08729966059445912, "mask_rcnn/false_positive": 0.12515957484378748, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9725200708489865, "total_loss": 0.7580276122316718}
{"data_time": 0.021513751009479165, "eta_seconds": 176453.0387482606, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3347014925373134, "fast_rcnn/fg_cls_accuracy": 0.6125275263029117, "iteration": 93559, "loss_box_reg": 0.22259339690208435, "loss_cls": 0.18628493137657642, "loss_mask": 0.24774840474128723, "loss_rpn_cls": 0.036223226925358176, "loss_rpn_loc": 0.08036998496390879, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902655858621114, "mask_rcnn/false_negative": 0.09939747125196816, "mask_rcnn/false_positive": 0.13146513367054175, "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": 0.9951024779584259, "total_loss": 0.7908844645135105}
{"data_time": 0.01656773593276739, "eta_seconds": 176376.4453698555, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.30799134484908497, "fast_rcnn/fg_cls_accuracy": 0.6670511744966443, "iteration": 93579, "loss_box_reg": 0.22795030940324068, "loss_cls": 0.18557485844939947, "loss_mask": 0.24935445003211498, "loss_rpn_cls": 0.038403363432735205, "loss_rpn_loc": 0.06545272679068148, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998511268984777, "mask_rcnn/false_negative": 0.10399543266490327, "mask_rcnn/false_positive": 0.10431651091520161, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9995183653663844, "total_loss": 0.7701949321199208}
{"data_time": 0.013905113097280264, "eta_seconds": 176356.45030746236, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35256710502612143, "fast_rcnn/fg_cls_accuracy": 0.6310606060606061, "iteration": 93599, "loss_box_reg": 0.23310592770576477, "loss_cls": 0.18497944250702858, "loss_mask": 0.23337262496352196, "loss_rpn_cls": 0.034993882523849607, "loss_rpn_loc": 0.07321891281753778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891922630905673, "mask_rcnn/false_negative": 0.08664324178390012, "mask_rcnn/false_positive": 0.12397040941417303, "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": 1.004409899469465, "total_loss": 0.774732930236496}
{"data_time": 0.013846744550392032, "eta_seconds": 176381.54509235173, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32211624441132636, "fast_rcnn/fg_cls_accuracy": 0.6312964698531709, "iteration": 93619, "loss_box_reg": 0.2314673699438572, "loss_cls": 0.2032822286710143, "loss_mask": 0.23754769377410412, "loss_rpn_cls": 0.03881528088822961, "loss_rpn_loc": 0.07491233269684017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889749227825463, "mask_rcnn/false_negative": 0.1003584920424882, "mask_rcnn/false_positive": 0.12230140102333409, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9996677339076996, "total_loss": 0.7739277263754047}
{"data_time": 0.012876520864665508, "eta_seconds": 176545.78482834622, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3146698572355613, "fast_rcnn/fg_cls_accuracy": 0.6553837953091685, "iteration": 93639, "loss_box_reg": 0.21470807865262032, "loss_cls": 0.17262680549174547, "loss_mask": 0.23986299708485603, "loss_rpn_cls": 0.0351543576689437, "loss_rpn_loc": 0.09267251985147595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983282265993668, "mask_rcnn/false_negative": 0.08462183315540607, "mask_rcnn/false_positive": 0.12052487311655516, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.028632273664698, "total_loss": 0.791104088537395}
{"data_time": 0.016136559890583158, "eta_seconds": 176440.6088741077, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.28684893361179675, "fast_rcnn/fg_cls_accuracy": 0.6849428042528953, "iteration": 93659, "loss_box_reg": 0.21081203315407038, "loss_cls": 0.17911986634135246, "loss_mask": 0.24657876417040825, "loss_rpn_cls": 0.03289674548432231, "loss_rpn_loc": 0.06697543151676655, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016411097405995, "mask_rcnn/false_negative": 0.10061163636021939, "mask_rcnn/false_positive": 0.11123613161549342, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9856524250935763, "total_loss": 0.7339410060085356}
{"data_time": 0.015462916810065508, "eta_seconds": 176420.59746332467, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.30777505446623094, "fast_rcnn/fg_cls_accuracy": 0.6622248899559824, "iteration": 93679, "loss_box_reg": 0.2267098817974329, "loss_cls": 0.1797310123220086, "loss_mask": 0.256587540730834, "loss_rpn_cls": 0.03757524257525802, "loss_rpn_loc": 0.0804547161096707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855535118636826, "mask_rcnn/false_negative": 0.1025851724452227, "mask_rcnn/false_positive": 0.14088095185139513, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.9844812978990376, "total_loss": 0.7746265497989953}
{"data_time": 0.01760067860595882, "eta_seconds": 176354.55100128893, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.32230497903325916, "fast_rcnn/fg_cls_accuracy": 0.6457190904438108, "iteration": 93699, "loss_box_reg": 0.21037125773727894, "loss_cls": 0.18134216777980328, "loss_mask": 0.24582249484956264, "loss_rpn_cls": 0.03814716555643827, "loss_rpn_loc": 0.07934410916641355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893288577817358, "mask_rcnn/false_negative": 0.09462252441725666, "mask_rcnn/false_positive": 0.12254150781208586, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0125080375000834, "total_loss": 0.7544563692063093}
{"data_time": 0.01585976406931877, "eta_seconds": 176299.49946636334, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35924847980874175, "fast_rcnn/fg_cls_accuracy": 0.6247495628206464, "iteration": 93719, "loss_box_reg": 0.22467306070029736, "loss_cls": 0.18407025281339884, "loss_mask": 0.2536113578826189, "loss_rpn_cls": 0.03440042003057897, "loss_rpn_loc": 0.08710140187758952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884337029204206, "mask_rcnn/false_negative": 0.10757615421908745, "mask_rcnn/false_positive": 0.11771419995805589, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.004710936686024, "total_loss": 0.7951978887431324}
{"data_time": 0.020691863959655166, "eta_seconds": 176078.96634612232, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.35439432690072076, "fast_rcnn/fg_cls_accuracy": 0.6281246113667454, "iteration": 93739, "loss_box_reg": 0.22016002610325813, "loss_cls": 0.17993876803666353, "loss_mask": 0.24552513286471367, "loss_rpn_cls": 0.035172541392967105, "loss_rpn_loc": 0.07921178033575416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859852295862065, "mask_rcnn/false_negative": 0.10295321307691241, "mask_rcnn/false_positive": 0.1248714784370002, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9937460024375468, "total_loss": 0.7610982423648238}
{"data_time": 0.021646319422870874, "eta_seconds": 176196.48980831727, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2686968548304477, "fast_rcnn/fg_cls_accuracy": 0.6934368530020705, "iteration": 93759, "loss_box_reg": 0.2192074554041028, "loss_cls": 0.1823323192074895, "loss_mask": 0.2228727526962757, "loss_rpn_cls": 0.03326462395489216, "loss_rpn_loc": 0.06032232707366347, "lr": 0.0001, "mask_rcnn/accuracy": 0.9125528425655977, "mask_rcnn/false_negative": 0.08362595053140144, "mask_rcnn/false_positive": 0.10471525342885751, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0155518350657076, "total_loss": 0.7232017640490085}
{"data_time": 0.019244131864979863, "eta_seconds": 176110.0830560876, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.34171302300184286, "fast_rcnn/fg_cls_accuracy": 0.6553392259913999, "iteration": 93779, "loss_box_reg": 0.22469099890440702, "loss_cls": 0.18876778613775969, "loss_mask": 0.24434267543256283, "loss_rpn_cls": 0.04140162095427513, "loss_rpn_loc": 0.09751180140301585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907927661282087, "mask_rcnn/false_negative": 0.10251032872284435, "mask_rcnn/false_positive": 0.10703148565256315, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0051133092492819, "total_loss": 0.8306950693950057}
{"data_time": 0.013590571237728, "eta_seconds": 176090.0955310557, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2660600049038183, "fast_rcnn/fg_cls_accuracy": 0.7166856132373374, "iteration": 93799, "loss_box_reg": 0.23798443004488945, "loss_cls": 0.1904035322368145, "loss_mask": 0.2498389072716236, "loss_rpn_cls": 0.035317311296239495, "loss_rpn_loc": 0.0819445620290935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974400806834362, "mask_rcnn/false_negative": 0.08851095538192785, "mask_rcnn/false_positive": 0.11906663989785422, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.999971121083945, "total_loss": 0.7961311636026949}
{"data_time": 0.015244391513988376, "eta_seconds": 175869.85627328046, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2959887403237157, "fast_rcnn/fg_cls_accuracy": 0.6532092628755153, "iteration": 93819, "loss_box_reg": 0.21604187786579132, "loss_cls": 0.18319262843579054, "loss_mask": 0.23411877267062664, "loss_rpn_cls": 0.037485755048692226, "loss_rpn_loc": 0.09032185201067477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942643239466329, "mask_rcnn/false_negative": 0.0876229234927149, "mask_rcnn/false_positive": 0.11867237405736189, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.969716091407463, "total_loss": 0.74903512687888}
{"data_time": 0.024478246457874775, "eta_seconds": 175796.75527308136, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3207313144329897, "fast_rcnn/fg_cls_accuracy": 0.67276969595962, "iteration": 93839, "loss_box_reg": 0.20645385049283504, "loss_cls": 0.1763166361488402, "loss_mask": 0.22956042736768723, "loss_rpn_cls": 0.03333439526613802, "loss_rpn_loc": 0.057873932644724846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937980425216485, "mask_rcnn/false_negative": 0.07965224872960452, "mask_rcnn/false_positive": 0.11774349229302786, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0060712527483702, "total_loss": 0.7083063097670674}
{"data_time": 0.01543192844837904, "eta_seconds": 175881.42807903234, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3130037811061934, "fast_rcnn/fg_cls_accuracy": 0.6292417308694898, "iteration": 93859, "loss_box_reg": 0.2210506135597825, "loss_cls": 0.18305477872490883, "loss_mask": 0.23818059265613556, "loss_rpn_cls": 0.028767699259333313, "loss_rpn_loc": 0.060452267061918974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997130841701642, "mask_rcnn/false_negative": 0.07890346108228471, "mask_rcnn/false_positive": 0.13154754570290572, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0191080700606108, "total_loss": 0.742654244590085}
{"data_time": 0.016132074408233166, "eta_seconds": 176121.5428147465, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.29105276738485353, "fast_rcnn/fg_cls_accuracy": 0.6757971014492754, "iteration": 93879, "loss_box_reg": 0.21527313813567162, "loss_cls": 0.16669875383377075, "loss_mask": 0.24515530094504356, "loss_rpn_cls": 0.0367187651572749, "loss_rpn_loc": 0.07719540502876043, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011914004732328, "mask_rcnn/false_negative": 0.09160900839958275, "mask_rcnn/false_positive": 0.11950659405076847, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.035181752871722, "total_loss": 0.7437339242896996}
{"data_time": 0.01325726555660367, "eta_seconds": 175667.11071787868, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.3003469093530366, "fast_rcnn/fg_cls_accuracy": 0.667872320106957, "iteration": 93899, "loss_box_reg": 0.2016135063022375, "loss_cls": 0.16505729500204325, "loss_mask": 0.24577416852116585, "loss_rpn_cls": 0.03181625506840646, "loss_rpn_loc": 0.08332696557044983, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008498514348269, "mask_rcnn/false_negative": 0.08221912018935358, "mask_rcnn/false_positive": 0.10375494445641104, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9758023121394217, "total_loss": 0.7125723954522982}
{"data_time": 0.015719663351774216, "eta_seconds": 176036.52930917218, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2852300242130751, "fast_rcnn/fg_cls_accuracy": 0.6869647139431312, "iteration": 93919, "loss_box_reg": 0.22765280585736036, "loss_cls": 0.18909456674009562, "loss_mask": 0.24219180084764957, "loss_rpn_cls": 0.0377723274868913, "loss_rpn_loc": 0.08656086819246411, "lr": 0.0001, "mask_rcnn/accuracy": 0.895689466843648, "mask_rcnn/false_negative": 0.09209490278186491, "mask_rcnn/false_positive": 0.10937869649538043, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.016955079510808, "total_loss": 0.7793075918452814}
{"data_time": 0.017036075005307794, "eta_seconds": 175627.20904593822, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3727156866980602, "fast_rcnn/fg_cls_accuracy": 0.6054408211056028, "iteration": 93939, "loss_box_reg": 0.21818644553422928, "loss_cls": 0.17137280851602554, "loss_mask": 0.2351062223315239, "loss_rpn_cls": 0.033686747308820486, "loss_rpn_loc": 0.07910464541055262, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017747074202005, "mask_rcnn/false_negative": 0.08398701085966398, "mask_rcnn/false_positive": 0.11070362432340308, "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": 0.969209007686004, "total_loss": 0.7736041577300057}
{"data_time": 0.026678061578422785, "eta_seconds": 175778.95413695835, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3088824804679511, "fast_rcnn/fg_cls_accuracy": 0.622230266445054, "iteration": 93959, "loss_box_reg": 0.21635207533836365, "loss_cls": 0.180474148131907, "loss_mask": 0.24475273489952087, "loss_rpn_cls": 0.0322673621121794, "loss_rpn_loc": 0.06669617351144552, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966656224636748, "mask_rcnn/false_negative": 0.08515718869598235, "mask_rcnn/false_positive": 0.12969639424183949, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.015129497507587, "total_loss": 0.768726484500803}
{"data_time": 0.0166661967523396, "eta_seconds": 175910.2078057686, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32510799969142945, "fast_rcnn/fg_cls_accuracy": 0.6655480984340045, "iteration": 93979, "loss_box_reg": 0.2209180612117052, "loss_cls": 0.18027446512132883, "loss_mask": 0.24598926305770874, "loss_rpn_cls": 0.040522682131268084, "loss_rpn_loc": 0.09292711724992841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924240680786585, "mask_rcnn/false_negative": 0.09871349676379232, "mask_rcnn/false_positive": 0.12143622361695212, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9978269855491817, "total_loss": 0.8321609400445595}
{"data_time": 0.014656340004876256, "eta_seconds": 175806.19564279914, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.35142812583548705, "fast_rcnn/fg_cls_accuracy": 0.6164876667060073, "iteration": 93999, "loss_box_reg": 0.20942587032914162, "loss_cls": 0.17933961190283298, "loss_mask": 0.24867033213377, "loss_rpn_cls": 0.037039443384855986, "loss_rpn_loc": 0.060724756913259625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947320220411625, "mask_rcnn/false_negative": 0.08315987603931146, "mask_rcnn/false_positive": 0.13102715958923078, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9707938043866307, "total_loss": 0.7369055120507255}
{"data_time": 0.018978120060637593, "eta_seconds": 175981.54158834368, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.28251351511911127, "fast_rcnn/fg_cls_accuracy": 0.6975286639339393, "iteration": 94019, "loss_box_reg": 0.2486597802489996, "loss_cls": 0.19237464759498835, "loss_mask": 0.24437832832336426, "loss_rpn_cls": 0.03595465887337923, "loss_rpn_loc": 0.08448243432212621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921409343137413, "mask_rcnn/false_negative": 0.08575875807107841, "mask_rcnn/false_positive": 0.1293037115450761, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.035977593390271, "total_loss": 0.8308005675207824}
{"data_time": 0.019157082540914416, "eta_seconds": 176001.2185444124, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3409810990931935, "fast_rcnn/fg_cls_accuracy": 0.6437873754152823, "iteration": 94039, "loss_box_reg": 0.23338503018021584, "loss_cls": 0.19398992788046598, "loss_mask": 0.24211440607905388, "loss_rpn_cls": 0.03489926480688155, "loss_rpn_loc": 0.08058169716969132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947599723960323, "mask_rcnn/false_negative": 0.09210389606690225, "mask_rcnn/false_positive": 0.11998915339275401, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0152754220180213, "total_loss": 0.7685835142619908}
{"data_time": 0.01784023200161755, "eta_seconds": 175941.54123794287, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3678519061583578, "fast_rcnn/fg_cls_accuracy": 0.6086876832844574, "iteration": 94059, "loss_box_reg": 0.21830494422465563, "loss_cls": 0.1726568341255188, "loss_mask": 0.23675981909036636, "loss_rpn_cls": 0.03997200692538172, "loss_rpn_loc": 0.06609527126420289, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895745681880433, "mask_rcnn/false_negative": 0.09868167494039205, "mask_rcnn/false_positive": 0.11589461507178736, "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": 1.0061903253663331, "total_loss": 0.7581879037898034}
{"data_time": 0.016227920772507787, "eta_seconds": 175845.52919972688, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2897955360488144, "fast_rcnn/fg_cls_accuracy": 0.6648870557397271, "iteration": 94079, "loss_box_reg": 0.22282862290740013, "loss_cls": 0.1948215877637267, "loss_mask": 0.24625920690596104, "loss_rpn_cls": 0.03485028387513012, "loss_rpn_loc": 0.08700678125023842, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014329757877177, "mask_rcnn/false_negative": 0.08853551733246756, "mask_rcnn/false_positive": 0.11311436428064361, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.004230835242197, "total_loss": 0.7871040720492601}
{"data_time": 0.016267333179712296, "eta_seconds": 176100.9711914463, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3087185889668172, "fast_rcnn/fg_cls_accuracy": 0.6752084959533298, "iteration": 94099, "loss_box_reg": 0.20646086148917675, "loss_cls": 0.16452624602243304, "loss_mask": 0.24552858248353004, "loss_rpn_cls": 0.0397566951578483, "loss_rpn_loc": 0.06372543366160244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911562609576716, "mask_rcnn/false_negative": 0.09323543518461003, "mask_rcnn/false_positive": 0.1285027049220132, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.021457891445607, "total_loss": 0.7067402593092993}
{"data_time": 0.015204222174361348, "eta_seconds": 176131.0976184532, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3054071171278154, "fast_rcnn/fg_cls_accuracy": 0.6694820488461386, "iteration": 94119, "loss_box_reg": 0.22715292870998383, "loss_cls": 0.18957164324820042, "loss_mask": 0.2364055309444666, "loss_rpn_cls": 0.0370006647426635, "loss_rpn_loc": 0.07567192707210779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983272744255542, "mask_rcnn/false_negative": 0.08833898907101168, "mask_rcnn/false_positive": 0.11342137821376738, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.013954174472019, "total_loss": 0.7789069784339517}
{"data_time": 0.015163954114541411, "eta_seconds": 176077.100843573, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3013136288998358, "fast_rcnn/fg_cls_accuracy": 0.6712516087516087, "iteration": 94139, "loss_box_reg": 0.21447297371923923, "loss_cls": 0.1650391360744834, "loss_mask": 0.23752754367887974, "loss_rpn_cls": 0.03803584771230817, "loss_rpn_loc": 0.08108614955563098, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072293990772251, "mask_rcnn/false_negative": 0.08143061892538722, "mask_rcnn/false_positive": 0.09383889100450592, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0459991535171866, "total_loss": 0.7402093156706542}
{"data_time": 0.017186850076541305, "eta_seconds": 176057.07615338266, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31698564593301437, "fast_rcnn/fg_cls_accuracy": 0.6784670008354219, "iteration": 94159, "loss_box_reg": 0.21954810619354248, "loss_cls": 0.17423094902187586, "loss_mask": 0.23546897806227207, "loss_rpn_cls": 0.035009718441870064, "loss_rpn_loc": 0.072403266094625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937657632899624, "mask_rcnn/false_negative": 0.10293796093371713, "mask_rcnn/false_positive": 0.11155511676004815, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0062160578090698, "total_loss": 0.7670616363175213}
{"data_time": 0.016559085343033075, "eta_seconds": 175891.1589280283, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3184284939019165, "fast_rcnn/fg_cls_accuracy": 0.6483368234536082, "iteration": 94179, "loss_box_reg": 0.24008064717054367, "loss_cls": 0.1918414644896984, "loss_mask": 0.24637132696807384, "loss_rpn_cls": 0.03100822668056935, "loss_rpn_loc": 0.07164792320691049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839004577047026, "mask_rcnn/false_negative": 0.10262910340476875, "mask_rcnn/false_positive": 0.12950846224272006, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.9925807463005185, "total_loss": 0.7772752561140805}
{"data_time": 0.01861654408276081, "eta_seconds": 176029.61775083095, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31374870197300103, "fast_rcnn/fg_cls_accuracy": 0.6569724393253804, "iteration": 94199, "loss_box_reg": 0.20697941817343235, "loss_cls": 0.17073002271354198, "loss_mask": 0.233874948695302, "loss_rpn_cls": 0.030866500979755074, "loss_rpn_loc": 0.06727174180559814, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008081795592489, "mask_rcnn/false_negative": 0.0879801926348659, "mask_rcnn/false_positive": 0.10828235205022205, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9940301519818604, "total_loss": 0.7321047979639843}
{"data_time": 0.015464615542441607, "eta_seconds": 176009.59162821993, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3438438438438438, "fast_rcnn/fg_cls_accuracy": 0.6532053792923358, "iteration": 94219, "loss_box_reg": 0.23708208464086056, "loss_cls": 0.1987897204235196, "loss_mask": 0.23824721574783325, "loss_rpn_cls": 0.03872970934025943, "loss_rpn_loc": 0.08028261782601476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889988446350903, "mask_rcnn/false_negative": 0.10170346151839851, "mask_rcnn/false_positive": 0.1170151841338131, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0298964043613523, "total_loss": 0.8391708447597921}
{"data_time": 0.013999089365825057, "eta_seconds": 176162.47717767954, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.295776557521524, "fast_rcnn/fg_cls_accuracy": 0.6754533047377657, "iteration": 94239, "loss_box_reg": 0.2234353292733431, "loss_cls": 0.1914928164333105, "loss_mask": 0.2564668748527765, "loss_rpn_cls": 0.0366467161802575, "loss_rpn_loc": 0.06734802294522524, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913174738210763, "mask_rcnn/false_negative": 0.09836245152625037, "mask_rcnn/false_positive": 0.1169036703656186, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9935803269036114, "total_loss": 0.7819286617450416}
{"data_time": 0.014341079397127032, "eta_seconds": 176012.88853118196, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26984007996002, "fast_rcnn/fg_cls_accuracy": 0.6912543728135931, "iteration": 94259, "loss_box_reg": 0.21691042091697454, "loss_cls": 0.18160169757902622, "loss_mask": 0.24935275875031948, "loss_rpn_cls": 0.03617734042927623, "loss_rpn_loc": 0.07686103507876396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969760074716343, "mask_rcnn/false_negative": 0.08738983642391902, "mask_rcnn/false_positive": 0.11641241505383776, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9998731354717165, "total_loss": 0.7557582061563153}
{"data_time": 0.014855314046144485, "eta_seconds": 175992.8574752435, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.279057859703021, "fast_rcnn/fg_cls_accuracy": 0.6554250589978596, "iteration": 94279, "loss_box_reg": 0.22752589732408524, "loss_cls": 0.18744146637618542, "loss_mask": 0.24943293631076813, "loss_rpn_cls": 0.03697667957749218, "loss_rpn_loc": 0.08226567460224032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874576519340822, "mask_rcnn/false_negative": 0.09384479569957149, "mask_rcnn/false_positive": 0.1249095897043804, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9984585768543184, "total_loss": 0.8060514208627865}
{"data_time": 0.012788680382072926, "eta_seconds": 175839.13197820075, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.31837534059945505, "fast_rcnn/fg_cls_accuracy": 0.6625753012048192, "iteration": 94299, "loss_box_reg": 0.21401669923216105, "loss_cls": 0.17166055273264647, "loss_mask": 0.23921482637524605, "loss_rpn_cls": 0.035225599189288914, "loss_rpn_loc": 0.05678083561360836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943159624268968, "mask_rcnn/false_negative": 0.10175326618495406, "mask_rcnn/false_positive": 0.11522441391732935, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9697155365720391, "total_loss": 0.733055459219031}
{"data_time": 0.013116080546751618, "eta_seconds": 175674.24350135028, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29799878714372346, "fast_rcnn/fg_cls_accuracy": 0.6554235768713581, "iteration": 94319, "loss_box_reg": 0.19103790447115898, "loss_cls": 0.15399370808154345, "loss_mask": 0.23589187487959862, "loss_rpn_cls": 0.03170602081809193, "loss_rpn_loc": 0.07563889562152326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954197492038631, "mask_rcnn/false_negative": 0.10661935036469361, "mask_rcnn/false_positive": 0.10787304816783383, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0092097509186715, "total_loss": 0.6910027705598623}
{"data_time": 0.02781659853644669, "eta_seconds": 175513.15706026275, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29937967618751404, "fast_rcnn/fg_cls_accuracy": 0.657804114490161, "iteration": 94339, "loss_box_reg": 0.21078186761587858, "loss_cls": 0.17399657797068357, "loss_mask": 0.23570999316871166, "loss_rpn_cls": 0.03170818975195289, "loss_rpn_loc": 0.06836751219816506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971829054202326, "mask_rcnn/false_negative": 0.09448051352249666, "mask_rcnn/false_positive": 0.11622324799064734, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.000873817363754, "total_loss": 0.7279659685445949}
{"data_time": 0.017632016446441412, "eta_seconds": 175543.19839508273, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3218382631778536, "fast_rcnn/fg_cls_accuracy": 0.6423024211968935, "iteration": 94359, "loss_box_reg": 0.22698326595127583, "loss_cls": 0.18013666104525328, "loss_mask": 0.24218340776860714, "loss_rpn_cls": 0.03439950663596392, "loss_rpn_loc": 0.06738337478600442, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957926007994439, "mask_rcnn/false_negative": 0.08257987617032478, "mask_rcnn/false_positive": 0.1272363223078788, "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": 0.9946613099891692, "total_loss": 0.7789570317836478}
{"data_time": 0.020643709925934672, "eta_seconds": 175811.30013147835, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3075448361162647, "fast_rcnn/fg_cls_accuracy": 0.6339415301679452, "iteration": 94379, "loss_box_reg": 0.22540276497602463, "loss_cls": 0.19096942525357008, "loss_mask": 0.25661507062613964, "loss_rpn_cls": 0.04148767259903252, "loss_rpn_loc": 0.07909654499962926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993930955264935, "mask_rcnn/false_negative": 0.0934124015026237, "mask_rcnn/false_positive": 0.11496031015807462, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0030397246591747, "total_loss": 0.8306056811125018}
{"data_time": 0.015246258350089192, "eta_seconds": 175850.69787241518, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2942074411788651, "fast_rcnn/fg_cls_accuracy": 0.6643578878748371, "iteration": 94399, "loss_box_reg": 0.23814849369227886, "loss_cls": 0.19953825324773788, "loss_mask": 0.25205184519290924, "loss_rpn_cls": 0.04112872970290482, "loss_rpn_loc": 0.08059518155641854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916063270239067, "mask_rcnn/false_negative": 0.09725265646611983, "mask_rcnn/false_positive": 0.12670012420007898, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.034874519566074, "total_loss": 0.7939430127153173}
{"data_time": 0.0176405836828053, "eta_seconds": 176035.3085701773, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2964992389649924, "fast_rcnn/fg_cls_accuracy": 0.6322594171500454, "iteration": 94419, "loss_box_reg": 0.22059737145900726, "loss_cls": 0.18097254633903503, "loss_mask": 0.24780168756842613, "loss_rpn_cls": 0.03558764047920704, "loss_rpn_loc": 0.08622443256899714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961355064413825, "mask_rcnn/false_negative": 0.08759277393561368, "mask_rcnn/false_positive": 0.1257325916044384, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.025231066159904, "total_loss": 0.7541432563448325}
{"data_time": 0.01949921203777194, "eta_seconds": 175832.6090277359, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3317498291182502, "fast_rcnn/fg_cls_accuracy": 0.6375292740046838, "iteration": 94439, "loss_box_reg": 0.23305129073560238, "loss_cls": 0.1852215463295579, "loss_mask": 0.25127323158085346, "loss_rpn_cls": 0.03456197923514992, "loss_rpn_loc": 0.07866193819791079, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956694090679751, "mask_rcnn/false_negative": 0.09092847382240882, "mask_rcnn/false_positive": 0.12374037782266348, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9795241502579302, "total_loss": 0.8029648822266608}
{"data_time": 0.013103585923090577, "eta_seconds": 175731.212988724, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2840780542986425, "fast_rcnn/fg_cls_accuracy": 0.6978193637970209, "iteration": 94459, "loss_box_reg": 0.2137015536427498, "loss_cls": 0.16979091241955757, "loss_mask": 0.24100747890770435, "loss_rpn_cls": 0.031474334304220974, "loss_rpn_loc": 0.060772806871682405, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025728339970631, "mask_rcnn/false_negative": 0.08957838409906926, "mask_rcnn/false_positive": 0.10275878137106921, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9886631465051323, "total_loss": 0.7266510652843863}
{"data_time": 0.015269853873178363, "eta_seconds": 175836.63264468312, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3024733406819336, "fast_rcnn/fg_cls_accuracy": 0.6926641561860193, "iteration": 94479, "loss_box_reg": 0.22526468988507986, "loss_cls": 0.17896389868110418, "loss_mask": 0.24790529161691666, "loss_rpn_cls": 0.035430680494755507, "loss_rpn_loc": 0.07463682506931946, "lr": 0.0001, "mask_rcnn/accuracy": 0.898498212535443, "mask_rcnn/false_negative": 0.08564125993223856, "mask_rcnn/false_positive": 0.10511646478518441, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.00780592369847, "total_loss": 0.7842063903808594}
{"data_time": 0.015822699991986156, "eta_seconds": 175864.63918781374, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.33336245050081525, "fast_rcnn/fg_cls_accuracy": 0.6397376543209876, "iteration": 94499, "loss_box_reg": 0.2029338888823986, "loss_cls": 0.17166257742792368, "loss_mask": 0.2516490910202265, "loss_rpn_cls": 0.03493829851504415, "loss_rpn_loc": 0.07519631460309029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822005235728312, "mask_rcnn/false_negative": 0.10487505980361865, "mask_rcnn/false_positive": 0.1291069372564171, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.024858838878572, "total_loss": 0.7292686204891652}
{"data_time": 0.014589612605050206, "eta_seconds": 175736.2710639462, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2472551602986386, "fast_rcnn/fg_cls_accuracy": 0.6920499692238823, "iteration": 94519, "loss_box_reg": 0.21458612568676472, "loss_cls": 0.18987757712602615, "loss_mask": 0.23610090464353561, "loss_rpn_cls": 0.04047979146707803, "loss_rpn_loc": 0.07446829578839242, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053007991814612, "mask_rcnn/false_negative": 0.08507614735698113, "mask_rcnn/false_positive": 0.09614296779661029, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9986015653703362, "total_loss": 0.7695790695142932}
{"data_time": 0.017080869991332293, "eta_seconds": 175776.52440654114, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3499861174213741, "fast_rcnn/fg_cls_accuracy": 0.6382752761257434, "iteration": 94539, "loss_box_reg": 0.2190688131377101, "loss_cls": 0.187964859418571, "loss_mask": 0.24767061322927475, "loss_rpn_cls": 0.03806353732943535, "loss_rpn_loc": 0.06765237567014992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873090345017187, "mask_rcnn/false_negative": 0.08990778902483625, "mask_rcnn/false_positive": 0.11677444866644146, "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": 0.9969636471942067, "total_loss": 0.7580137604381889}
{"data_time": 0.01965744700282812, "eta_seconds": 175973.8394733332, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3138965356976869, "fast_rcnn/fg_cls_accuracy": 0.6510567514677104, "iteration": 94559, "loss_box_reg": 0.2255382463335991, "loss_cls": 0.18243787251412868, "loss_mask": 0.23858948983252048, "loss_rpn_cls": 0.029180479235947132, "loss_rpn_loc": 0.0723626920953393, "lr": 0.0001, "mask_rcnn/accuracy": 0.897445847145407, "mask_rcnn/false_negative": 0.09773639966753836, "mask_rcnn/false_positive": 0.11058701335176785, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.006922836881131, "total_loss": 0.7436526028905064}
{"data_time": 0.023129479493945837, "eta_seconds": 176053.78478800412, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.661904761904762, "iteration": 94579, "loss_box_reg": 0.21923545189201832, "loss_cls": 0.17247803136706352, "loss_mask": 0.2494751736521721, "loss_rpn_cls": 0.03453916823491454, "loss_rpn_loc": 0.0737805524840951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912618557539509, "mask_rcnn/false_negative": 0.09447118797366363, "mask_rcnn/false_positive": 0.14388274643790877, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.045145533978939, "total_loss": 0.7492363887140527}
{"data_time": 0.016605188138782978, "eta_seconds": 176071.79201589897, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.34220165799113167, "fast_rcnn/fg_cls_accuracy": 0.6370522133233998, "iteration": 94599, "loss_box_reg": 0.2096151728183031, "loss_cls": 0.16728281509131193, "loss_mask": 0.2397280652076006, "loss_rpn_cls": 0.032632805639877915, "loss_rpn_loc": 0.06826809502672404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850988991394353, "mask_rcnn/false_negative": 0.09078997110730597, "mask_rcnn/false_positive": 0.13609359448122016, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0230436336714774, "total_loss": 0.7305638288380578}
{"data_time": 0.018313504057005048, "eta_seconds": 176051.7154147569, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2860744297719088, "fast_rcnn/fg_cls_accuracy": 0.6664199454616284, "iteration": 94619, "loss_box_reg": 0.20813104882836342, "loss_cls": 0.18196479231119156, "loss_mask": 0.2524405401200056, "loss_rpn_cls": 0.034794844570569694, "loss_rpn_loc": 0.0648244982585311, "lr": 0.0001, "mask_rcnn/accuracy": 0.895986348081381, "mask_rcnn/false_negative": 0.09141560570624063, "mask_rcnn/false_positive": 0.11620972904503175, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9867193503305316, "total_loss": 0.7415159052470699}
{"data_time": 0.0256712285336107, "eta_seconds": 175993.56801062822, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3472313147845063, "fast_rcnn/fg_cls_accuracy": 0.6475450081833061, "iteration": 94639, "loss_box_reg": 0.22650155797600746, "loss_cls": 0.17463673278689384, "loss_mask": 0.2510816790163517, "loss_rpn_cls": 0.03367674839682877, "loss_rpn_loc": 0.06549413152970374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966212357456544, "mask_rcnn/false_negative": 0.10049000350302417, "mask_rcnn/false_positive": 0.12323475981663935, "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": 0.9845932326279581, "total_loss": 0.7422509037423879}
{"data_time": 0.022440465865656734, "eta_seconds": 175995.7164588431, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3061322501504421, "fast_rcnn/fg_cls_accuracy": 0.6391568111343477, "iteration": 94659, "loss_box_reg": 0.24315129220485687, "loss_cls": 0.19395548105239868, "loss_mask": 0.25419335439801216, "loss_rpn_cls": 0.036425113677978516, "loss_rpn_loc": 0.09104561957065016, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054169093195591, "mask_rcnn/false_negative": 0.09095298872539481, "mask_rcnn/false_positive": 0.10588228870374336, "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": 1.0037504825741053, "total_loss": 0.8173930090852082}
{"data_time": 0.017927654087543488, "eta_seconds": 176072.86557057872, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31510224193151026, "fast_rcnn/fg_cls_accuracy": 0.65809132996633, "iteration": 94679, "loss_box_reg": 0.2239417415112257, "loss_cls": 0.1913374960422516, "loss_mask": 0.2489573024213314, "loss_rpn_cls": 0.031913516810163856, "loss_rpn_loc": 0.07191562931984663, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019067068316688, "mask_rcnn/false_negative": 0.09738994765734744, "mask_rcnn/false_positive": 0.11167836934056796, "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": 1.029735492542386, "total_loss": 0.7716276913415641}
{"data_time": 0.02797614852897823, "eta_seconds": 176152.39957738668, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2869048759459718, "fast_rcnn/fg_cls_accuracy": 0.6710651828298887, "iteration": 94699, "loss_box_reg": 0.2198369801044464, "loss_cls": 0.17364282486960292, "loss_mask": 0.23972197249531746, "loss_rpn_cls": 0.03478547668782994, "loss_rpn_loc": 0.08138758782297373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997089184738707, "mask_rcnn/false_negative": 0.10387845734563018, "mask_rcnn/false_positive": 0.10316967704360802, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0115553156938404, "total_loss": 0.7455705897882581}
{"data_time": 0.012164319399744272, "eta_seconds": 176134.68207210302, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2567403356877041, "fast_rcnn/fg_cls_accuracy": 0.7145796127044157, "iteration": 94719, "loss_box_reg": 0.22543891333043575, "loss_cls": 0.184694261290133, "loss_mask": 0.24580128118395805, "loss_rpn_cls": 0.03970671468414366, "loss_rpn_loc": 0.08095658360980451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983443574041837, "mask_rcnn/false_negative": 0.0844208141333686, "mask_rcnn/false_positive": 0.10026820263712831, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0159046850167215, "total_loss": 0.8172957508359104}
{"data_time": 0.014848481630906463, "eta_seconds": 176114.584550187, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.30699786324786327, "fast_rcnn/fg_cls_accuracy": 0.6703242538218879, "iteration": 94739, "loss_box_reg": 0.22710983082652092, "loss_cls": 0.17845303006470203, "loss_mask": 0.2394619844853878, "loss_rpn_cls": 0.03173571336083114, "loss_rpn_loc": 0.0719809012953192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950911729239233, "mask_rcnn/false_negative": 0.08635093415873332, "mask_rcnn/false_positive": 0.11509865759962398, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9818722759373486, "total_loss": 0.7295463225455023}
{"data_time": 0.02290052268654108, "eta_seconds": 175992.52203164622, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28482193329564726, "fast_rcnn/fg_cls_accuracy": 0.6686150827025512, "iteration": 94759, "loss_box_reg": 0.2290214067324996, "loss_cls": 0.18943772464990616, "loss_mask": 0.24641017988324165, "loss_rpn_cls": 0.04296280909329653, "loss_rpn_loc": 0.0785503014922142, "lr": 0.0001, "mask_rcnn/accuracy": 0.897399457473604, "mask_rcnn/false_negative": 0.0868096657906115, "mask_rcnn/false_positive": 0.10554553222255991, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9698939614463598, "total_loss": 0.804291183128953}
{"data_time": 0.023437496507540345, "eta_seconds": 175972.4361469131, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32748507200561994, "fast_rcnn/fg_cls_accuracy": 0.6158786869702961, "iteration": 94779, "loss_box_reg": 0.2108863815665245, "loss_cls": 0.17570122051984072, "loss_mask": 0.2451708633452654, "loss_rpn_cls": 0.03643533447757363, "loss_rpn_loc": 0.07459796173498034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911789881642123, "mask_rcnn/false_negative": 0.1017659315417466, "mask_rcnn/false_positive": 0.12179324805060879, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0132489956449717, "total_loss": 0.7622885091695935}
{"data_time": 0.017304952023550868, "eta_seconds": 176036.37143746018, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.35556936041486603, "fast_rcnn/fg_cls_accuracy": 0.6017610198789973, "iteration": 94799, "loss_box_reg": 0.22077769227325916, "loss_cls": 0.19577991589903831, "loss_mask": 0.24306184239685535, "loss_rpn_cls": 0.03437743289396167, "loss_rpn_loc": 0.07930618594400585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832936124760463, "mask_rcnn/false_negative": 0.09632079167219443, "mask_rcnn/false_positive": 0.1223522842522326, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0437815729528666, "total_loss": 0.7517259652959183}
{"data_time": 0.01593280234374106, "eta_seconds": 176096.76201564725, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3155296810469224, "fast_rcnn/fg_cls_accuracy": 0.654221601778605, "iteration": 94819, "loss_box_reg": 0.2210936788469553, "loss_cls": 0.18224201258271933, "loss_mask": 0.22403930500149727, "loss_rpn_cls": 0.03649875766132027, "loss_rpn_loc": 0.07525434112176299, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879241249278063, "mask_rcnn/false_negative": 0.09265085759208355, "mask_rcnn/false_positive": 0.11989109902827527, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0120674837380648, "total_loss": 0.7470740657299757}
{"data_time": 0.0197717254050076, "eta_seconds": 176011.71882472932, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2616152450090744, "fast_rcnn/fg_cls_accuracy": 0.6960715291467192, "iteration": 94839, "loss_box_reg": 0.19758476875722408, "loss_cls": 0.15360987093299627, "loss_mask": 0.23270278982818127, "loss_rpn_cls": 0.028481380315497518, "loss_rpn_loc": 0.04980668006464839, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993790489673169, "mask_rcnn/false_negative": 0.08569999263866176, "mask_rcnn/false_positive": 0.12251363156381084, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9828465089667588, "total_loss": 0.6684365073451772}
{"data_time": 0.015304838074371219, "eta_seconds": 175937.55831951275, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.31171319102353584, "fast_rcnn/fg_cls_accuracy": 0.6632034632034631, "iteration": 94859, "loss_box_reg": 0.19899579510092735, "loss_cls": 0.1743330555036664, "loss_mask": 0.24350716546177864, "loss_rpn_cls": 0.03422670601867139, "loss_rpn_loc": 0.06819564150646329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973850751525965, "mask_rcnn/false_negative": 0.0922443451721367, "mask_rcnn/false_positive": 0.11998672094860797, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9854076539631933, "total_loss": 0.7142131449654698}
{"data_time": 0.014151455368846655, "eta_seconds": 175762.3911249265, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.355277538107564, "fast_rcnn/fg_cls_accuracy": 0.6244355088153417, "iteration": 94879, "loss_box_reg": 0.2189641036093235, "loss_cls": 0.18758883606642485, "loss_mask": 0.2552419435232878, "loss_rpn_cls": 0.037789186695590615, "loss_rpn_loc": 0.07220872532343492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917661475916745, "mask_rcnn/false_negative": 0.08928007260727014, "mask_rcnn/false_positive": 0.12071663375897314, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 0.9848032610025257, "total_loss": 0.7674002599087544}
{"data_time": 0.022441855631768703, "eta_seconds": 175782.50349471346, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3474038631933369, "fast_rcnn/fg_cls_accuracy": 0.6270967387119837, "iteration": 94899, "loss_box_reg": 0.19024445861577988, "loss_cls": 0.17105805268511176, "loss_mask": 0.233322499319911, "loss_rpn_cls": 0.029324224567972124, "loss_rpn_loc": 0.07628986332565546, "lr": 0.0001, "mask_rcnn/accuracy": 0.9118860918287189, "mask_rcnn/false_negative": 0.07081344084529409, "mask_rcnn/false_positive": 0.1157520557274544, "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": 1.002504976466298, "total_loss": 0.7131896909559146}
{"data_time": 0.027732626534998417, "eta_seconds": 175762.42553886026, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.36281659217439033, "fast_rcnn/fg_cls_accuracy": 0.6001755754974639, "iteration": 94919, "loss_box_reg": 0.19933654367923737, "loss_cls": 0.16640843078494072, "loss_mask": 0.23602916486561298, "loss_rpn_cls": 0.03139921871479601, "loss_rpn_loc": 0.06825825129635632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928752074311428, "mask_rcnn/false_negative": 0.09012869221006174, "mask_rcnn/false_positive": 0.1304581713995363, "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": 1.0330479484982789, "total_loss": 0.7061676033772528}
{"data_time": 0.014085303992033005, "eta_seconds": 175880.00672594178, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3092460881934566, "fast_rcnn/fg_cls_accuracy": 0.664009837277164, "iteration": 94939, "loss_box_reg": 0.23094302136451006, "loss_cls": 0.1824158951640129, "loss_mask": 0.2379574440419674, "loss_rpn_cls": 0.03666850691661239, "loss_rpn_loc": 0.08879361115396023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916469503875519, "mask_rcnn/false_negative": 0.08878156539701076, "mask_rcnn/false_positive": 0.13117865014898597, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0027434867806733, "total_loss": 0.7657245686277747}
{"data_time": 0.014296506531536579, "eta_seconds": 175856.7216258496, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3200886058424477, "fast_rcnn/fg_cls_accuracy": 0.6444690571784577, "iteration": 94959, "loss_box_reg": 0.2127061141654849, "loss_cls": 0.1772503647953272, "loss_mask": 0.2373080551624298, "loss_rpn_cls": 0.031417842488735914, "loss_rpn_loc": 0.058213903568685055, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057628056121759, "mask_rcnn/false_negative": 0.08907374548855276, "mask_rcnn/false_positive": 0.10799118386507803, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0031325295567513, "total_loss": 0.7028012957889587}
{"data_time": 0.013943673577159643, "eta_seconds": 175836.62830756512, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3144350347142748, "fast_rcnn/fg_cls_accuracy": 0.634770062413496, "iteration": 94979, "loss_box_reg": 0.2195672020316124, "loss_cls": 0.1704281405545771, "loss_mask": 0.2438789028674364, "loss_rpn_cls": 0.03399421344511211, "loss_rpn_loc": 0.08569429320050403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880350577414948, "mask_rcnn/false_negative": 0.09231526679224064, "mask_rcnn/false_positive": 0.11476377902852052, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0008394767064601, "total_loss": 0.7716874880716205}
{"data_time": 0.01979282684624195, "eta_seconds": 175819.7256771382, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35632083696599826, "fast_rcnn/fg_cls_accuracy": 0.6232297638547639, "iteration": 94999, "loss_box_reg": 0.20810451731085777, "loss_cls": 0.18124262150377035, "loss_mask": 0.24779412895441055, "loss_rpn_cls": 0.03214890172239393, "loss_rpn_loc": 0.06324738985858858, "lr": 0.0001, "mask_rcnn/accuracy": 0.894239581157283, "mask_rcnn/false_negative": 0.08561611612572155, "mask_rcnn/false_positive": 0.10895876729208731, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.9876699782907963, "total_loss": 0.7848583396989852}
{"data_time": 0.018979195971041918, "eta_seconds": 175799.63199420366, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2952421939590246, "fast_rcnn/fg_cls_accuracy": 0.6819912974313387, "iteration": 95019, "loss_box_reg": 0.22915762104094028, "loss_cls": 0.19423876889050007, "loss_mask": 0.2568997498601675, "loss_rpn_cls": 0.03465745225548744, "loss_rpn_loc": 0.07198305241763592, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055465859004879, "mask_rcnn/false_negative": 0.08850632023472058, "mask_rcnn/false_positive": 0.10956589429590508, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.011671465355903, "total_loss": 0.8087544877780601}
{"data_time": 0.018459715647622943, "eta_seconds": 175722.44266441092, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3229162703998174, "fast_rcnn/fg_cls_accuracy": 0.6282216494845361, "iteration": 95039, "loss_box_reg": 0.2246195450425148, "loss_cls": 0.18700453033670783, "loss_mask": 0.24475476145744324, "loss_rpn_cls": 0.03435316018294543, "loss_rpn_loc": 0.0644317155238241, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007004896903028, "mask_rcnn/false_negative": 0.08275115814439243, "mask_rcnn/false_positive": 0.11846385567256021, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0014851661399007, "total_loss": 0.7844673685031012}
{"data_time": 0.018875235226005316, "eta_seconds": 175621.8798478879, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3445804195804196, "fast_rcnn/fg_cls_accuracy": 0.6259599614713769, "iteration": 95059, "loss_box_reg": 0.22626320831477642, "loss_cls": 0.1896032616496086, "loss_mask": 0.24013717472553253, "loss_rpn_cls": 0.034829094423912466, "loss_rpn_loc": 0.08262247173115611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974980539777299, "mask_rcnn/false_negative": 0.10452038363581562, "mask_rcnn/false_positive": 0.10190707314558459, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9961481064092368, "total_loss": 0.8106315333861858}
{"data_time": 0.01697516068816185, "eta_seconds": 175546.44061409868, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3241436925647452, "fast_rcnn/fg_cls_accuracy": 0.6449461930108771, "iteration": 95079, "loss_box_reg": 0.22956007905304432, "loss_cls": 0.19120660796761513, "loss_mask": 0.25201064720749855, "loss_rpn_cls": 0.03461177635472268, "loss_rpn_loc": 0.07535258983261883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867378196057036, "mask_rcnn/false_negative": 0.09643872368385012, "mask_rcnn/false_positive": 0.11091167664725848, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9938020480331033, "total_loss": 0.8055429343366995}
{"data_time": 0.014246850972995162, "eta_seconds": 175364.96906185057, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2976019676163148, "fast_rcnn/fg_cls_accuracy": 0.6711947626841244, "iteration": 95099, "loss_box_reg": 0.2126267971470952, "loss_cls": 0.17345290817320347, "loss_mask": 0.23910462111234665, "loss_rpn_cls": 0.0394536845269613, "loss_rpn_loc": 0.06803929025772959, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924222198852946, "mask_rcnn/false_negative": 0.11018648528393887, "mask_rcnn/false_positive": 0.11590455429917682, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9733088088687509, "total_loss": 0.7213904167874716}
{"data_time": 0.01518303225748241, "eta_seconds": 175157.32653066516, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28105345911949686, "fast_rcnn/fg_cls_accuracy": 0.6890031874818894, "iteration": 95119, "loss_box_reg": 0.22107008472085, "loss_cls": 0.19099320145323873, "loss_mask": 0.22696693055331707, "loss_rpn_cls": 0.03547822474502027, "loss_rpn_loc": 0.08541128691285849, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971599457090529, "mask_rcnn/false_negative": 0.08938722125110307, "mask_rcnn/false_positive": 0.10865985357721, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9961440281476825, "total_loss": 0.7860229954821989}
{"data_time": 0.016587187070399523, "eta_seconds": 175217.79669662472, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3032312925170068, "fast_rcnn/fg_cls_accuracy": 0.6863945578231292, "iteration": 95139, "loss_box_reg": 0.2310074856504798, "loss_cls": 0.1852971287444234, "loss_mask": 0.24261823296546936, "loss_rpn_cls": 0.03431229526177049, "loss_rpn_loc": 0.07108447980135679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975702400416281, "mask_rcnn/false_negative": 0.10598909046712095, "mask_rcnn/false_positive": 0.112138667010428, "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": 1.0302116684615612, "total_loss": 0.7664790479466319}
{"data_time": 0.017186139011755586, "eta_seconds": 175304.80955273844, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3042231030106319, "fast_rcnn/fg_cls_accuracy": 0.6612034897350882, "iteration": 95159, "loss_box_reg": 0.20702375657856464, "loss_cls": 0.1763788964599371, "loss_mask": 0.24309019185602665, "loss_rpn_cls": 0.035209819790907204, "loss_rpn_loc": 0.07363729231292382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908917102608555, "mask_rcnn/false_negative": 0.09128707479427607, "mask_rcnn/false_positive": 0.11602272245299172, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0464289935771376, "total_loss": 0.735887887654826}
{"data_time": 0.014739078003913164, "eta_seconds": 175440.97245070152, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28034043068722175, "fast_rcnn/fg_cls_accuracy": 0.7098118471884389, "iteration": 95179, "loss_box_reg": 0.2045275392010808, "loss_cls": 0.1825646497309208, "loss_mask": 0.22394840978085995, "loss_rpn_cls": 0.038996560499072075, "loss_rpn_loc": 0.06905169354286045, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034395324605187, "mask_rcnn/false_negative": 0.08860325092470189, "mask_rcnn/false_positive": 0.106772790267469, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0150131213013083, "total_loss": 0.7549511095858179}
{"data_time": 0.016128847608342767, "eta_seconds": 175404.28978856653, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3546066372708285, "fast_rcnn/fg_cls_accuracy": 0.6355422176678216, "iteration": 95199, "loss_box_reg": 0.20830285176634789, "loss_cls": 0.1814269684255123, "loss_mask": 0.24319378472864628, "loss_rpn_cls": 0.03258799808099866, "loss_rpn_loc": 0.06259842589497566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8794231402238315, "mask_rcnn/false_negative": 0.10673041092664314, "mask_rcnn/false_positive": 0.13414609355981388, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9936521691270173, "total_loss": 0.73763855593279}
{"data_time": 0.0191903340164572, "eta_seconds": 175175.44697291683, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.32820693828156516, "fast_rcnn/fg_cls_accuracy": 0.6591143998120742, "iteration": 95219, "loss_box_reg": 0.2220159899443388, "loss_cls": 0.18580073863267899, "loss_mask": 0.24742494337260723, "loss_rpn_cls": 0.03221582202240825, "loss_rpn_loc": 0.06693501048721373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930486379415612, "mask_rcnn/false_negative": 0.09131827615481505, "mask_rcnn/false_positive": 0.11460453202134875, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0005579446442425, "total_loss": 0.7760580233298242}
{"data_time": 0.018382532987743616, "eta_seconds": 175180.1077253092, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.28982391482391484, "fast_rcnn/fg_cls_accuracy": 0.6728056426332288, "iteration": 95239, "loss_box_reg": 0.21616002265363932, "loss_cls": 0.16486777272075415, "loss_mask": 0.24828836880624294, "loss_rpn_cls": 0.03414491715375334, "loss_rpn_loc": 0.059070188319310546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948153364355, "mask_rcnn/false_negative": 0.09313610920807594, "mask_rcnn/false_positive": 0.12364052670561941, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9744790736585855, "total_loss": 0.7100947860162705}
{"data_time": 0.01866186549887061, "eta_seconds": 175265.33013073727, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2835978835978836, "fast_rcnn/fg_cls_accuracy": 0.6685388685388685, "iteration": 95259, "loss_box_reg": 0.21507630543783307, "loss_cls": 0.18219291418790817, "loss_mask": 0.2379846777766943, "loss_rpn_cls": 0.0345444749109447, "loss_rpn_loc": 0.07238335255533457, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006693255523202, "mask_rcnn/false_negative": 0.07972654589960534, "mask_rcnn/false_positive": 0.10124092405882779, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.032346238847822, "total_loss": 0.7407255116850138}
{"data_time": 0.018245022278279066, "eta_seconds": 175324.01322573423, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32381592421915006, "fast_rcnn/fg_cls_accuracy": 0.652575315840622, "iteration": 95279, "loss_box_reg": 0.22955530136823654, "loss_cls": 0.1826084405183792, "loss_mask": 0.2450845818966627, "loss_rpn_cls": 0.034840203588828444, "loss_rpn_loc": 0.06572373525705189, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909859479506088, "mask_rcnn/false_negative": 0.10631104986510742, "mask_rcnn/false_positive": 0.10489739241466772, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0367400739341974, "total_loss": 0.7691429272526875}
{"data_time": 0.01397635112516582, "eta_seconds": 175320.5462025944, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29136744934790537, "fast_rcnn/fg_cls_accuracy": 0.6659225535447033, "iteration": 95299, "loss_box_reg": 0.21820188872516155, "loss_cls": 0.1662312438711524, "loss_mask": 0.24036084488034248, "loss_rpn_cls": 0.039797039586119354, "loss_rpn_loc": 0.07279231236316264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937395761779197, "mask_rcnn/false_negative": 0.09681296593654216, "mask_rcnn/false_positive": 0.11673470384116955, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0128874548245221, "total_loss": 0.7620845387573354}
{"data_time": 0.016898771980777383, "eta_seconds": 175320.77707687393, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34491432013637, "fast_rcnn/fg_cls_accuracy": 0.6261974434005853, "iteration": 95319, "loss_box_reg": 0.22271230071783066, "loss_cls": 0.17564206197857857, "loss_mask": 0.251254977658391, "loss_rpn_cls": 0.03725669137202203, "loss_rpn_loc": 0.07313165161758661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8768860531495606, "mask_rcnn/false_negative": 0.10226946959260083, "mask_rcnn/false_positive": 0.12132632327017784, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.026090909494087, "total_loss": 0.7869841323699802}
{"data_time": 0.015454454813152552, "eta_seconds": 175300.70371105336, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2900269541778976, "fast_rcnn/fg_cls_accuracy": 0.6632803943044907, "iteration": 95339, "loss_box_reg": 0.22435156255960464, "loss_cls": 0.18349217623472214, "loss_mask": 0.2482339981943369, "loss_rpn_cls": 0.030016865581274033, "loss_rpn_loc": 0.0755336728761904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947124172716339, "mask_rcnn/false_negative": 0.0949004290677774, "mask_rcnn/false_positive": 0.10476892442464361, "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": 1.0016020718030632, "total_loss": 0.7852221284992993}
{"data_time": 0.02422184473834932, "eta_seconds": 175320.71051009, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2746702535403883, "fast_rcnn/fg_cls_accuracy": 0.7185060121890957, "iteration": 95359, "loss_box_reg": 0.21349167823791504, "loss_cls": 0.17757783737033606, "loss_mask": 0.2385253794491291, "loss_rpn_cls": 0.037174723227508366, "loss_rpn_loc": 0.06764744385145605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957947239801658, "mask_rcnn/false_negative": 0.09249134509560983, "mask_rcnn/false_positive": 0.11696768290308557, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0209237744566053, "total_loss": 0.753695675986819}
{"data_time": 0.01585249649360776, "eta_seconds": 175276.33766550105, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.3161624809741248, "fast_rcnn/fg_cls_accuracy": 0.6532180595581172, "iteration": 95379, "loss_box_reg": 0.21843313798308372, "loss_cls": 0.17728308588266373, "loss_mask": 0.2508716303855181, "loss_rpn_cls": 0.03430293733254075, "loss_rpn_loc": 0.0667098235571757, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966426233975238, "mask_rcnn/false_negative": 0.0928373817479983, "mask_rcnn/false_positive": 0.10697383466425592, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0021785395219922, "total_loss": 0.7812656901078299}
{"data_time": 0.012256934773176908, "eta_seconds": 175231.80379327387, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29451481322455986, "fast_rcnn/fg_cls_accuracy": 0.654936974789916, "iteration": 95399, "loss_box_reg": 0.22124866768717766, "loss_cls": 0.19669942185282707, "loss_mask": 0.2524080313742161, "loss_rpn_cls": 0.032727666839491576, "loss_rpn_loc": 0.07505303784273565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984584958525814, "mask_rcnn/false_negative": 0.09746793656806658, "mask_rcnn/false_positive": 0.10027440003464769, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.04511195467785, "total_loss": 0.7536002692067996}
{"data_time": 0.017189268488436937, "eta_seconds": 175236.18731899653, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3169900740379139, "fast_rcnn/fg_cls_accuracy": 0.6490427675772503, "iteration": 95419, "loss_box_reg": 0.2296760380268097, "loss_cls": 0.19235584512352943, "loss_mask": 0.2478176560252905, "loss_rpn_cls": 0.034852194134145975, "loss_rpn_loc": 0.06360272853635252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872535600312066, "mask_rcnn/false_negative": 0.09875666198116889, "mask_rcnn/false_positive": 0.12272386017741073, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0185157002415508, "total_loss": 0.7725870269350708}
{"data_time": 0.015166961122304201, "eta_seconds": 175311.7263559997, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32648266279290095, "fast_rcnn/fg_cls_accuracy": 0.6467940272288099, "iteration": 95439, "loss_box_reg": 0.22081419732421637, "loss_cls": 0.1909748688340187, "loss_mask": 0.2572596035897732, "loss_rpn_cls": 0.034832678735256195, "loss_rpn_loc": 0.069261415861547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872050191479469, "mask_rcnn/false_negative": 0.11112357768111147, "mask_rcnn/false_positive": 0.11655148004889723, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0179591365158558, "total_loss": 0.7639925382100046}
{"data_time": 0.0133795200381428, "eta_seconds": 175370.41952784173, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.34180194963761745, "fast_rcnn/fg_cls_accuracy": 0.6449787486409015, "iteration": 95459, "loss_box_reg": 0.22492823097854853, "loss_cls": 0.18871947191655636, "loss_mask": 0.24595637992024422, "loss_rpn_cls": 0.035904276999644935, "loss_rpn_loc": 0.07557020068634301, "lr": 0.0001, "mask_rcnn/accuracy": 0.886455494305526, "mask_rcnn/false_negative": 0.09377513428631559, "mask_rcnn/false_positive": 0.11003519640053999, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9792602856177837, "total_loss": 0.7695611655362882}
{"data_time": 0.014786559855565429, "eta_seconds": 175315.11600496247, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3257246179781391, "fast_rcnn/fg_cls_accuracy": 0.6251198040538142, "iteration": 95479, "loss_box_reg": 0.21511302050203085, "loss_cls": 0.18807997461408377, "loss_mask": 0.23926306888461113, "loss_rpn_cls": 0.034518752014264464, "loss_rpn_loc": 0.0800132961012423, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940952636820878, "mask_rcnn/false_negative": 0.089830800186365, "mask_rcnn/false_positive": 0.12098315279558011, "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": 1.0050658313557506, "total_loss": 0.7532133387867361}
{"data_time": 0.022285403916612267, "eta_seconds": 175330.2292174194, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28823326797731974, "fast_rcnn/fg_cls_accuracy": 0.692544886807182, "iteration": 95499, "loss_box_reg": 0.19683746714144945, "loss_cls": 0.1703024790622294, "loss_mask": 0.2354759406298399, "loss_rpn_cls": 0.029612595564685762, "loss_rpn_loc": 0.06539399223402143, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078988841742828, "mask_rcnn/false_negative": 0.08597812011764953, "mask_rcnn/false_positive": 0.09374326285078728, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.017862151376903, "total_loss": 0.7267528704833239}
{"data_time": 0.01728477794677019, "eta_seconds": 175328.52256614715, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.31866225081608723, "fast_rcnn/fg_cls_accuracy": 0.6529905487374805, "iteration": 95519, "loss_box_reg": 0.2287788074463606, "loss_cls": 0.18506518611684442, "loss_mask": 0.24343273602426052, "loss_rpn_cls": 0.037575629306957126, "loss_rpn_loc": 0.0778180732158944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900978215360218, "mask_rcnn/false_negative": 0.10517753126375201, "mask_rcnn/false_positive": 0.12115713618857207, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9968023884575814, "total_loss": 0.7658189150970429}
{"data_time": 0.021170444088056684, "eta_seconds": 175308.42530312948, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30669589477879633, "fast_rcnn/fg_cls_accuracy": 0.6581160272749058, "iteration": 95539, "loss_box_reg": 0.21605518832802773, "loss_cls": 0.1775796664878726, "loss_mask": 0.25519260577857494, "loss_rpn_cls": 0.04267115250695497, "loss_rpn_loc": 0.07929013296961784, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002730258770175, "mask_rcnn/false_negative": 0.08854580738615589, "mask_rcnn/false_positive": 0.11193868525888667, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9893088340759277, "total_loss": 0.778775479644537}
{"data_time": 0.024346443125978112, "eta_seconds": 175371.94128194824, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3085063729214147, "fast_rcnn/fg_cls_accuracy": 0.6822750094569965, "iteration": 95559, "loss_box_reg": 0.23031738214194775, "loss_cls": 0.17415240267291665, "loss_mask": 0.2384462207555771, "loss_rpn_cls": 0.032418640912510455, "loss_rpn_loc": 0.0673142351442948, "lr": 0.0001, "mask_rcnn/accuracy": 0.896710510793913, "mask_rcnn/false_negative": 0.09473215442822586, "mask_rcnn/false_positive": 0.10336176789980994, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0199363911524415, "total_loss": 0.7422623236197978}
{"data_time": 0.01920189638622105, "eta_seconds": 175165.99124853965, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3095080621251169, "fast_rcnn/fg_cls_accuracy": 0.6753940352234689, "iteration": 95579, "loss_box_reg": 0.2182344999164343, "loss_cls": 0.18123844359070063, "loss_mask": 0.24770318530499935, "loss_rpn_cls": 0.041453436424490064, "loss_rpn_loc": 0.09655998053494841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897131816675692, "mask_rcnn/false_negative": 0.0839229513322999, "mask_rcnn/false_positive": 0.11661867322002933, "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": 0.9994085340294987, "total_loss": 0.8169823131756857}
{"data_time": 0.020708104595541954, "eta_seconds": 175019.48058232665, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3023669878508588, "fast_rcnn/fg_cls_accuracy": 0.656350626118068, "iteration": 95599, "loss_box_reg": 0.22222977690398693, "loss_cls": 0.19168725330382586, "loss_mask": 0.23888356611132622, "loss_rpn_cls": 0.04147913493216038, "loss_rpn_loc": 0.0933839320205152, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921255166116682, "mask_rcnn/false_negative": 0.0922447160291445, "mask_rcnn/false_positive": 0.10409246192155652, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0029318572487682, "total_loss": 0.7862989393761382}
{"data_time": 0.015547132352367043, "eta_seconds": 174991.29875888117, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2943332772826635, "fast_rcnn/fg_cls_accuracy": 0.6803769805135677, "iteration": 95619, "loss_box_reg": 0.2131519950926304, "loss_cls": 0.16578977461904287, "loss_mask": 0.239798778668046, "loss_rpn_cls": 0.03449299233034253, "loss_rpn_loc": 0.06219574622809887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946620351530131, "mask_rcnn/false_negative": 0.09321605878564625, "mask_rcnn/false_positive": 0.11189282088832538, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9899667624849826, "total_loss": 0.6996558803366497}
{"data_time": 0.024184197885915637, "eta_seconds": 174979.33849962428, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.319128171763175, "fast_rcnn/fg_cls_accuracy": 0.6238636363636363, "iteration": 95639, "loss_box_reg": 0.2049247408285737, "loss_cls": 0.16725203953683376, "loss_mask": 0.23519164323806763, "loss_rpn_cls": 0.029559432063251734, "loss_rpn_loc": 0.05798659985885024, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004063090005976, "mask_rcnn/false_negative": 0.08882174597184173, "mask_rcnn/false_positive": 0.11430266629772279, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0049050799570978, "total_loss": 0.7235835291212425}
{"data_time": 0.023212823318317533, "eta_seconds": 175052.0972131053, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3181137991235259, "fast_rcnn/fg_cls_accuracy": 0.6507200073376544, "iteration": 95659, "loss_box_reg": 0.21386835724115372, "loss_cls": 0.1917953696101904, "loss_mask": 0.24663839861750603, "loss_rpn_cls": 0.0369186014868319, "loss_rpn_loc": 0.06691434048116207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924402654130121, "mask_rcnn/false_negative": 0.0822636650042185, "mask_rcnn/false_positive": 0.12221153625111837, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0193601015489548, "total_loss": 0.7510596194770187}
{"data_time": 0.019273536978289485, "eta_seconds": 174839.32953460142, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.30853175335168115, "fast_rcnn/fg_cls_accuracy": 0.6663658146964857, "iteration": 95679, "loss_box_reg": 0.22087178193032742, "loss_cls": 0.18986527249217033, "loss_mask": 0.24789981730282307, "loss_rpn_cls": 0.04118332895450294, "loss_rpn_loc": 0.08730725734494627, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027699641326746, "mask_rcnn/false_negative": 0.09575290036215753, "mask_rcnn/false_positive": 0.10306667849390018, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9700431155506521, "total_loss": 0.8062409579288214}
{"data_time": 0.015465343371033669, "eta_seconds": 174638.02156958263, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.333368387843096, "fast_rcnn/fg_cls_accuracy": 0.6423072878325797, "iteration": 95699, "loss_box_reg": 0.22160477563738823, "loss_cls": 0.18317639827728271, "loss_mask": 0.23393616452813148, "loss_rpn_cls": 0.039430579548934475, "loss_rpn_loc": 0.07456177705898881, "lr": 0.0001, "mask_rcnn/accuracy": 0.897600041467966, "mask_rcnn/false_negative": 0.08832274074696178, "mask_rcnn/false_positive": 0.12417070089105647, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.992718395544216, "total_loss": 0.7662278923671693}
{"data_time": 0.019807199016213417, "eta_seconds": 174550.0636662729, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.32644578313253014, "fast_rcnn/fg_cls_accuracy": 0.6504016064257028, "iteration": 95719, "loss_box_reg": 0.22407651785761118, "loss_cls": 0.18836128618568182, "loss_mask": 0.25302764773368835, "loss_rpn_cls": 0.03329276375006884, "loss_rpn_loc": 0.07346109894569963, "lr": 0.0001, "mask_rcnn/accuracy": 0.889462132521819, "mask_rcnn/false_negative": 0.09654221939978389, "mask_rcnn/false_positive": 0.11421705631748946, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9943383217323571, "total_loss": 0.7719724385533482}
{"data_time": 0.018039458198472857, "eta_seconds": 174530.03267434426, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30287353562512004, "fast_rcnn/fg_cls_accuracy": 0.6773065476190476, "iteration": 95739, "loss_box_reg": 0.21249675750732422, "loss_cls": 0.17155485320836306, "loss_mask": 0.24438782036304474, "loss_rpn_cls": 0.04088450223207474, "loss_rpn_loc": 0.0766324270516634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918803365357284, "mask_rcnn/false_negative": 0.08954392158807917, "mask_rcnn/false_positive": 0.12232789140413265, "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": 0.9861880645621568, "total_loss": 0.7510209791362286}
{"data_time": 0.02023595292121172, "eta_seconds": 174644.61850304157, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29800724637681164, "fast_rcnn/fg_cls_accuracy": 0.6436575052854123, "iteration": 95759, "loss_box_reg": 0.22586545161902905, "loss_cls": 0.17760869674384594, "loss_mask": 0.2484217956662178, "loss_rpn_cls": 0.038505160133354366, "loss_rpn_loc": 0.07837057206779718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905600041365893, "mask_rcnn/false_negative": 0.09001297759229013, "mask_rcnn/false_positive": 0.1326374250008459, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.016586592886597, "total_loss": 0.7701880055246875}
{"data_time": 0.020975317806005478, "eta_seconds": 174532.58425344247, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.28540519276160503, "fast_rcnn/fg_cls_accuracy": 0.6832353850912465, "iteration": 95779, "loss_box_reg": 0.20401564054191113, "loss_cls": 0.17457736283540726, "loss_mask": 0.24071954190731049, "loss_rpn_cls": 0.030268761329352856, "loss_rpn_loc": 0.0665473504923284, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049726687003472, "mask_rcnn/false_negative": 0.07132122894725751, "mask_rcnn/false_positive": 0.12316975485642004, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.9733363694977015, "total_loss": 0.7458980532828718}
{"data_time": 0.014897559070959687, "eta_seconds": 174286.86915189028, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.37256444844124703, "fast_rcnn/fg_cls_accuracy": 0.6089499110094077, "iteration": 95799, "loss_box_reg": 0.2249107202515006, "loss_cls": 0.18408513069152832, "loss_mask": 0.23356617242097855, "loss_rpn_cls": 0.028940587188117206, "loss_rpn_loc": 0.07215664332034066, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017060299767792, "mask_rcnn/false_negative": 0.09467442459755451, "mask_rcnn/false_positive": 0.11232095292250288, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9651820256840438, "total_loss": 0.7540350700728595}
{"data_time": 0.014390942174941301, "eta_seconds": 174266.85917839408, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2840823781191525, "fast_rcnn/fg_cls_accuracy": 0.6890136096377616, "iteration": 95819, "loss_box_reg": 0.2245609052479267, "loss_cls": 0.17667761351913214, "loss_mask": 0.23972268588840961, "loss_rpn_cls": 0.04192098113708198, "loss_rpn_loc": 0.07671656913589686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843145834464897, "mask_rcnn/false_negative": 0.09130267106289694, "mask_rcnn/false_positive": 0.12467994238076555, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0166079234331846, "total_loss": 0.7560430279118009}
{"data_time": 0.014690339099615812, "eta_seconds": 174307.65936542302, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2976862519201229, "fast_rcnn/fg_cls_accuracy": 0.6609195402298851, "iteration": 95839, "loss_box_reg": 0.19606176763772964, "loss_cls": 0.1619159085676074, "loss_mask": 0.2350281523540616, "loss_rpn_cls": 0.038318110862746835, "loss_rpn_loc": 0.07107356353662908, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002570138984191, "mask_rcnn/false_negative": 0.08928680060508724, "mask_rcnn/false_positive": 0.11952342941775695, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9803136761765927, "total_loss": 0.699597193277441}
{"data_time": 0.015186169883236289, "eta_seconds": 174383.97803893313, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29995117693184004, "fast_rcnn/fg_cls_accuracy": 0.6859553231939164, "iteration": 95859, "loss_box_reg": 0.20315812341868877, "loss_cls": 0.16441943682730198, "loss_mask": 0.2382330484688282, "loss_rpn_cls": 0.031690399860963225, "loss_rpn_loc": 0.0732216949108988, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970427521914139, "mask_rcnn/false_negative": 0.07760182388224068, "mask_rcnn/false_positive": 0.13302612348768555, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0178785063326359, "total_loss": 0.7176877576857805}
{"data_time": 0.015449588419869542, "eta_seconds": 174389.8157308437, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.34204099224212237, "fast_rcnn/fg_cls_accuracy": 0.6145163533653588, "iteration": 95879, "loss_box_reg": 0.21383028477430344, "loss_cls": 0.1750594200566411, "loss_mask": 0.24942075833678246, "loss_rpn_cls": 0.03550146357156336, "loss_rpn_loc": 0.07713507860898972, "lr": 0.0001, "mask_rcnn/accuracy": 0.885681004854828, "mask_rcnn/false_negative": 0.09118116235367467, "mask_rcnn/false_positive": 0.12674434815316774, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9652308954391629, "total_loss": 0.7685573311173357}
{"data_time": 0.013441416434943676, "eta_seconds": 174327.63381483965, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3179012345679012, "fast_rcnn/fg_cls_accuracy": 0.6796296296296296, "iteration": 95899, "loss_box_reg": 0.21887543983757496, "loss_cls": 0.1904938416555524, "loss_mask": 0.24702116660773754, "loss_rpn_cls": 0.03625886421650648, "loss_rpn_loc": 0.059588696574792266, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037957404429163, "mask_rcnn/false_negative": 0.10280594029898035, "mask_rcnn/false_positive": 0.09468694330977112, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9749230730812997, "total_loss": 0.7557845700066537}
{"data_time": 0.017324055545032024, "eta_seconds": 174307.60766506195, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2986257928118393, "fast_rcnn/fg_cls_accuracy": 0.6438311688311689, "iteration": 95919, "loss_box_reg": 0.2186563927680254, "loss_cls": 0.18358664959669113, "loss_mask": 0.24709183257073164, "loss_rpn_cls": 0.03077682084403932, "loss_rpn_loc": 0.07347651780582964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884028009988351, "mask_rcnn/false_negative": 0.0968319672552985, "mask_rcnn/false_positive": 0.12821551139290277, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0273356870748103, "total_loss": 0.7680875459918752}
{"data_time": 0.02249328256584704, "eta_seconds": 174283.830909119, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.33009868421052635, "fast_rcnn/fg_cls_accuracy": 0.6394304933869459, "iteration": 95939, "loss_box_reg": 0.21359235141426325, "loss_cls": 0.1771875098347664, "loss_mask": 0.2375247497111559, "loss_rpn_cls": 0.03550626779906452, "loss_rpn_loc": 0.07117346674203873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835692472973606, "mask_rcnn/false_negative": 0.11294461975671108, "mask_rcnn/false_positive": 0.12677171610356824, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0010913042351604, "total_loss": 0.7651338105788454}
{"data_time": 0.020052961073815823, "eta_seconds": 174263.80519029684, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30399659863945583, "fast_rcnn/fg_cls_accuracy": 0.6721813725490196, "iteration": 95959, "loss_box_reg": 0.22395920753479004, "loss_cls": 0.19211303442716599, "loss_mask": 0.26021398417651653, "loss_rpn_cls": 0.0357158244587481, "loss_rpn_loc": 0.08353841886855662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792383237308529, "mask_rcnn/false_negative": 0.09484605498195592, "mask_rcnn/false_positive": 0.12473971687963636, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0001239695120603, "total_loss": 0.7909054677002132}
{"data_time": 0.015332533046603203, "eta_seconds": 174231.87454904895, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3028513612950699, "fast_rcnn/fg_cls_accuracy": 0.6330968148848943, "iteration": 95979, "loss_box_reg": 0.2439617644995451, "loss_cls": 0.1870780037716031, "loss_mask": 0.2455092165619135, "loss_rpn_cls": 0.035404859809204936, "loss_rpn_loc": 0.07561509683728218, "lr": 0.0001, "mask_rcnn/accuracy": 0.893551260409918, "mask_rcnn/false_negative": 0.09392384858077864, "mask_rcnn/false_positive": 0.11378159039833452, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9655390307307243, "total_loss": 0.8005398996174335}
{"data_time": 0.013176301028579473, "eta_seconds": 174223.75375265256, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30016438852645744, "fast_rcnn/fg_cls_accuracy": 0.6534854002939109, "iteration": 95999, "loss_box_reg": 0.21839366666972637, "loss_cls": 0.18385370820760727, "loss_mask": 0.24397191405296326, "loss_rpn_cls": 0.03664335119538009, "loss_rpn_loc": 0.07494733936619014, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023494394528808, "mask_rcnn/false_negative": 0.0751879804756933, "mask_rcnn/false_positive": 0.11752910908992875, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9929017757531255, "total_loss": 0.7640015822835267}
{"data_time": 0.021285391179844737, "eta_seconds": 174191.8258478539, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2782904349780825, "fast_rcnn/fg_cls_accuracy": 0.6964118586214489, "iteration": 96019, "loss_box_reg": 0.22301090881228447, "loss_cls": 0.18226566817611456, "loss_mask": 0.2328127957880497, "loss_rpn_cls": 0.03285225422587246, "loss_rpn_loc": 0.07635255646891892, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048708884887546, "mask_rcnn/false_negative": 0.08343191477613235, "mask_rcnn/false_positive": 0.10937508188327683, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0151860525365919, "total_loss": 0.773004855029285}
{"data_time": 0.017880982253700495, "eta_seconds": 174171.80149725638, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.33945229439604907, "fast_rcnn/fg_cls_accuracy": 0.6252745815899582, "iteration": 96039, "loss_box_reg": 0.2231981623917818, "loss_cls": 0.17222929280251265, "loss_mask": 0.24293580651283264, "loss_rpn_cls": 0.0373173039406538, "loss_rpn_loc": 0.06729741813614964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953736592787838, "mask_rcnn/false_negative": 0.09631447350452008, "mask_rcnn/false_positive": 0.1067731597308583, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0040047760121524, "total_loss": 0.7616688716225326}
{"data_time": 0.013333252863958478, "eta_seconds": 174098.75019230414, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.30816044521844477, "fast_rcnn/fg_cls_accuracy": 0.656997789444598, "iteration": 96059, "loss_box_reg": 0.20704792998731136, "loss_cls": 0.18700741976499557, "loss_mask": 0.23377075791358948, "loss_rpn_cls": 0.0405454165302217, "loss_rpn_loc": 0.07139070658013225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962937938687336, "mask_rcnn/false_negative": 0.09287695055090583, "mask_rcnn/false_positive": 0.1169932841411733, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9898857059888542, "total_loss": 0.7443609938491136}
{"data_time": 0.014075845014303923, "eta_seconds": 174139.1313930601, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2783534095549204, "fast_rcnn/fg_cls_accuracy": 0.6769058831188559, "iteration": 96079, "loss_box_reg": 0.21469278447329998, "loss_cls": 0.17744148802012205, "loss_mask": 0.25162532646209, "loss_rpn_cls": 0.029847282450646162, "loss_rpn_loc": 0.06826298963278532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922531636009667, "mask_rcnn/false_negative": 0.0825221234635715, "mask_rcnn/false_positive": 0.12047896177530956, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0019230316393077, "total_loss": 0.748282797401771}
{"data_time": 0.028756872517988086, "eta_seconds": 174143.6417880468, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.27770517009417645, "fast_rcnn/fg_cls_accuracy": 0.6846988239033693, "iteration": 96099, "loss_box_reg": 0.19359219912439585, "loss_cls": 0.17795582674443722, "loss_mask": 0.24299468658864498, "loss_rpn_cls": 0.0365940541960299, "loss_rpn_loc": 0.068124518787954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062173112745153, "mask_rcnn/false_negative": 0.06747431744261613, "mask_rcnn/false_positive": 0.12944074589914215, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9817632350604981, "total_loss": 0.7481733947061002}
{"data_time": 0.016911150654777884, "eta_seconds": 174099.0809948556, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.33901920215733683, "fast_rcnn/fg_cls_accuracy": 0.6337206342094276, "iteration": 96119, "loss_box_reg": 0.23080663941800594, "loss_cls": 0.1916989292949438, "loss_mask": 0.23889566957950592, "loss_rpn_cls": 0.03262940899003297, "loss_rpn_loc": 0.0743178662378341, "lr": 0.0001, "mask_rcnn/accuracy": 0.903469564379501, "mask_rcnn/false_negative": 0.0870457853969859, "mask_rcnn/false_positive": 0.10601161075460896, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9734144709073007, "total_loss": 0.7446485857362859}
{"data_time": 0.020828885957598686, "eta_seconds": 174016.14236543886, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.27404526166902404, "fast_rcnn/fg_cls_accuracy": 0.7012594893029676, "iteration": 96139, "loss_box_reg": 0.2086845561861992, "loss_cls": 0.1680034063756466, "loss_mask": 0.2428901381790638, "loss_rpn_cls": 0.029726636596024036, "loss_rpn_loc": 0.0712462137453258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990893008516739, "mask_rcnn/false_negative": 0.07768295500671837, "mask_rcnn/false_positive": 0.12490829276756119, "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": 1.001222719438374, "total_loss": 0.7044277852401137}
{"data_time": 0.02437800751067698, "eta_seconds": 173977.23058378324, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.29333445994881946, "fast_rcnn/fg_cls_accuracy": 0.6708556367687417, "iteration": 96159, "loss_box_reg": 0.225821434520185, "loss_cls": 0.19308121036738157, "loss_mask": 0.23522932082414627, "loss_rpn_cls": 0.03151524893473834, "loss_rpn_loc": 0.06236201571300626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986091930506539, "mask_rcnn/false_negative": 0.08686394113486949, "mask_rcnn/false_positive": 0.12571067161653537, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0162822841666639, "total_loss": 0.7516387673094869}
{"data_time": 0.020733320387080312, "eta_seconds": 173957.21479563508, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2773013295443012, "fast_rcnn/fg_cls_accuracy": 0.6712615318601158, "iteration": 96179, "loss_box_reg": 0.21868873201310635, "loss_cls": 0.17819950729608536, "loss_mask": 0.2345332484692335, "loss_rpn_cls": 0.03410659870132804, "loss_rpn_loc": 0.07643315941095352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965226379297372, "mask_rcnn/false_negative": 0.09325608272815678, "mask_rcnn/false_positive": 0.11054420165930237, "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": 1.0290925882291049, "total_loss": 0.7080393173964694}
{"data_time": 0.01597879105247557, "eta_seconds": 173987.93394058011, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2906951871657754, "fast_rcnn/fg_cls_accuracy": 0.6863401304839298, "iteration": 96199, "loss_box_reg": 0.21903472486883402, "loss_cls": 0.17929270025342703, "loss_mask": 0.2449261825531721, "loss_rpn_cls": 0.033985209884122014, "loss_rpn_loc": 0.0664735059835948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965237223324848, "mask_rcnn/false_negative": 0.08810899386345805, "mask_rcnn/false_positive": 0.10978234797965347, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0282226400449872, "total_loss": 0.7551674343994819}
{"data_time": 0.017701145028695464, "eta_seconds": 173967.91231411975, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2993771957840945, "fast_rcnn/fg_cls_accuracy": 0.6784023642846557, "iteration": 96219, "loss_box_reg": 0.20236743381246924, "loss_cls": 0.16826880536973476, "loss_mask": 0.23490643501281738, "loss_rpn_cls": 0.028389606392011046, "loss_rpn_loc": 0.07190436543896794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986186338133606, "mask_rcnn/false_negative": 0.09841955026986866, "mask_rcnn/false_positive": 0.10759264452943434, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0004474390298128, "total_loss": 0.7059115958400071}
{"data_time": 0.015851659467443824, "eta_seconds": 173897.1674311906, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2581220657276996, "fast_rcnn/fg_cls_accuracy": 0.7031018990339759, "iteration": 96239, "loss_box_reg": 0.20351361110806465, "loss_cls": 0.17004324309527874, "loss_mask": 0.2419374082237482, "loss_rpn_cls": 0.029011492617428303, "loss_rpn_loc": 0.06901535345241427, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099407765424028, "mask_rcnn/false_negative": 0.08532164347470858, "mask_rcnn/false_positive": 0.09385117801018422, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9671682915650308, "total_loss": 0.7363169572781771}
{"data_time": 0.018022221513092518, "eta_seconds": 173711.4931547828, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3155214616662296, "fast_rcnn/fg_cls_accuracy": 0.6692156993699772, "iteration": 96259, "loss_box_reg": 0.2206624960526824, "loss_cls": 0.1882095718756318, "loss_mask": 0.2428782358765602, "loss_rpn_cls": 0.035223022336140275, "loss_rpn_loc": 0.058379570953547955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973870304135401, "mask_rcnn/false_negative": 0.08447158272292771, "mask_rcnn/false_positive": 0.11967345740078436, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9711848439183086, "total_loss": 0.7447187977377325}
{"data_time": 0.016028087818995118, "eta_seconds": 173857.1358548943, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.29913708086785007, "fast_rcnn/fg_cls_accuracy": 0.668318540433925, "iteration": 96279, "loss_box_reg": 0.22712828312069178, "loss_cls": 0.18819313310086727, "loss_mask": 0.24987429939210415, "loss_rpn_cls": 0.03346284606959671, "loss_rpn_loc": 0.0628360421396792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911043884196875, "mask_rcnn/false_negative": 0.09066005131963469, "mask_rcnn/false_positive": 0.12259075843751335, "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": 1.0467740213498473, "total_loss": 0.7661679681623355}
{"data_time": 0.014240731252357364, "eta_seconds": 173671.4997178875, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.30400579150579154, "fast_rcnn/fg_cls_accuracy": 0.6788654618473896, "iteration": 96299, "loss_box_reg": 0.21362400613725185, "loss_cls": 0.17100194841623306, "loss_mask": 0.23884603939950466, "loss_rpn_cls": 0.035759687481913716, "loss_rpn_loc": 0.07857182493899018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806378817808465, "mask_rcnn/false_negative": 0.09499570032798871, "mask_rcnn/false_positive": 0.12816313935742535, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9959168198984116, "total_loss": 0.7483244598261081}
{"data_time": 0.015141949290409684, "eta_seconds": 173376.37989584357, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29227540516627465, "fast_rcnn/fg_cls_accuracy": 0.7010131854377523, "iteration": 96319, "loss_box_reg": 0.2412574589252472, "loss_cls": 0.1812240006402135, "loss_mask": 0.23926384560763836, "loss_rpn_cls": 0.03589038224890828, "loss_rpn_loc": 0.07883336790837348, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027770778965252, "mask_rcnn/false_negative": 0.08258639434264023, "mask_rcnn/false_positive": 0.10338305965119954, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9906743636820465, "total_loss": 0.8083862920757383}
{"data_time": 0.014630321180447936, "eta_seconds": 173397.84859057982, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3086010538840728, "fast_rcnn/fg_cls_accuracy": 0.6494889937106918, "iteration": 96339, "loss_box_reg": 0.21231948677450418, "loss_cls": 0.1668737051077187, "loss_mask": 0.2266380749642849, "loss_rpn_cls": 0.034468668047338724, "loss_rpn_loc": 0.06629088311456144, "lr": 0.0001, "mask_rcnn/accuracy": 0.897284525599146, "mask_rcnn/false_negative": 0.08312326564573314, "mask_rcnn/false_positive": 0.10542911014916304, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0096077711787075, "total_loss": 0.7183798580663279}
{"data_time": 0.01635075779631734, "eta_seconds": 173463.83095339872, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2989956057752668, "fast_rcnn/fg_cls_accuracy": 0.6511917372881356, "iteration": 96359, "loss_box_reg": 0.20981035940349102, "loss_cls": 0.17382178269326687, "loss_mask": 0.23187979497015476, "loss_rpn_cls": 0.029715121374465525, "loss_rpn_loc": 0.0580165603896603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921413050946054, "mask_rcnn/false_negative": 0.08847503609681072, "mask_rcnn/false_positive": 0.10443352041199025, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.039247669512406, "total_loss": 0.7119259320315905}
{"data_time": 0.015695906011387706, "eta_seconds": 173517.30967820156, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3131778058007566, "fast_rcnn/fg_cls_accuracy": 0.6736431553504725, "iteration": 96379, "loss_box_reg": 0.21252986136823893, "loss_cls": 0.1764037348330021, "loss_mask": 0.24320238456130028, "loss_rpn_cls": 0.03330770705360919, "loss_rpn_loc": 0.07355740200728178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927903301948648, "mask_rcnn/false_negative": 0.08460495547178051, "mask_rcnn/false_positive": 0.12933942680419652, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0302794685121626, "total_loss": 0.7493355527985841}
{"data_time": 0.0162063289899379, "eta_seconds": 173290.8258272335, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29296229078443237, "fast_rcnn/fg_cls_accuracy": 0.6848287482583195, "iteration": 96399, "loss_box_reg": 0.21300886012613773, "loss_cls": 0.17022792529314756, "loss_mask": 0.23592477664351463, "loss_rpn_cls": 0.0315523884491995, "loss_rpn_loc": 0.07129932730458677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905400849519183, "mask_rcnn/false_negative": 0.09412517445046603, "mask_rcnn/false_positive": 0.11820394107232646, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9961619265377522, "total_loss": 0.7518861598800868}
{"data_time": 0.018304872326552868, "eta_seconds": 173270.86144637782, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.28847905717470934, "fast_rcnn/fg_cls_accuracy": 0.6479546544040623, "iteration": 96419, "loss_box_reg": 0.21701046265661716, "loss_cls": 0.17145226523280144, "loss_mask": 0.24170327745378017, "loss_rpn_cls": 0.033938417211174965, "loss_rpn_loc": 0.08922251174226403, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019100666887125, "mask_rcnn/false_negative": 0.09702719986223571, "mask_rcnn/false_positive": 0.11577047613621594, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.019435049733147, "total_loss": 0.7451808759942651}
{"data_time": 0.01410884503275156, "eta_seconds": 173250.89706552215, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.30648648648648646, "fast_rcnn/fg_cls_accuracy": 0.6597111817700053, "iteration": 96439, "loss_box_reg": 0.22029855102300644, "loss_cls": 0.186670346185565, "loss_mask": 0.2394659724086523, "loss_rpn_cls": 0.03761329589178786, "loss_rpn_loc": 0.06871081719873473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895587795929183, "mask_rcnn/false_negative": 0.09037878269302074, "mask_rcnn/false_positive": 0.13310165364444848, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0015388519968837, "total_loss": 0.7525044558569789}
{"data_time": 0.013988784048706293, "eta_seconds": 173278.02973862272, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2881854350458398, "fast_rcnn/fg_cls_accuracy": 0.6874008546153516, "iteration": 96459, "loss_box_reg": 0.2233117911964655, "loss_cls": 0.19684751331806183, "loss_mask": 0.2556091919541359, "loss_rpn_cls": 0.039694712962955236, "loss_rpn_loc": 0.08503635809756815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938563073141089, "mask_rcnn/false_negative": 0.10081049797894268, "mask_rcnn/false_positive": 0.12172799263697684, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.00611442909576, "total_loss": 0.7958710017846897}
{"data_time": 0.013075806898996234, "eta_seconds": 173174.16299734265, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24252355355181782, "fast_rcnn/fg_cls_accuracy": 0.7359142346634902, "iteration": 96479, "loss_box_reg": 0.21993077732622623, "loss_cls": 0.16541025321930647, "loss_mask": 0.2392186839133501, "loss_rpn_cls": 0.03121365263359621, "loss_rpn_loc": 0.07108889264054596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900639193309459, "mask_rcnn/false_negative": 0.07210488837563356, "mask_rcnn/false_positive": 0.11303763549795678, "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": 0.9765539676882327, "total_loss": 0.7242053905501962}
{"data_time": 0.01624666666612029, "eta_seconds": 173097.63981215656, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2706180017226529, "fast_rcnn/fg_cls_accuracy": 0.699913002885758, "iteration": 96499, "loss_box_reg": 0.22357072122395039, "loss_cls": 0.17574590723961592, "loss_mask": 0.23205972090363503, "loss_rpn_cls": 0.0358541383757256, "loss_rpn_loc": 0.08173446415457875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981705779860747, "mask_rcnn/false_negative": 0.09187795774013044, "mask_rcnn/false_positive": 0.10878416185587923, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.004030398791656, "total_loss": 0.7569762466009706}
{"data_time": 0.01844604010693729, "eta_seconds": 173077.6861937344, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31103572005015956, "fast_rcnn/fg_cls_accuracy": 0.6764880550681603, "iteration": 96519, "loss_box_reg": 0.2035884652286768, "loss_cls": 0.16461590398103, "loss_mask": 0.239927276968956, "loss_rpn_cls": 0.027614540071226656, "loss_rpn_loc": 0.0780382399680093, "lr": 0.0001, "mask_rcnn/accuracy": 0.89132774904008, "mask_rcnn/false_negative": 0.09422676698271537, "mask_rcnn/false_positive": 0.11747951443864228, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9896871929522604, "total_loss": 0.711104488465935}
{"data_time": 0.02107130503281951, "eta_seconds": 173069.37920053024, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.31234213047643933, "fast_rcnn/fg_cls_accuracy": 0.6567674651059167, "iteration": 96539, "loss_box_reg": 0.23110653460025787, "loss_cls": 0.1907934141345322, "loss_mask": 0.2444006372243166, "loss_rpn_cls": 0.0323806656524539, "loss_rpn_loc": 0.07160196488257498, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022716812755736, "mask_rcnn/false_negative": 0.08823548880502596, "mask_rcnn/false_positive": 0.11957031312672156, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9991676455829293, "total_loss": 0.7744101498974487}
{"data_time": 0.02770531247369945, "eta_seconds": 173006.5749451518, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3639579854091588, "fast_rcnn/fg_cls_accuracy": 0.6035706466209312, "iteration": 96559, "loss_box_reg": 0.21100864466279745, "loss_cls": 0.17088834661990404, "loss_mask": 0.24415645562112331, "loss_rpn_cls": 0.03450423711910844, "loss_rpn_loc": 0.06436048820614815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994853485749139, "mask_rcnn/false_negative": 0.09209946180153582, "mask_rcnn/false_positive": 0.11297907009689356, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9746491170953959, "total_loss": 0.7338884600903839}
{"data_time": 0.015479256864637136, "eta_seconds": 172959.16794898454, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.2957555178268251, "fast_rcnn/fg_cls_accuracy": 0.6535409203637366, "iteration": 96579, "loss_box_reg": 0.22951149009168148, "loss_cls": 0.18714652117341757, "loss_mask": 0.2482120245695114, "loss_rpn_cls": 0.0314686712808907, "loss_rpn_loc": 0.06676478520967066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948615962392926, "mask_rcnn/false_negative": 0.09260549393944931, "mask_rcnn/false_positive": 0.10912153616837342, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0175137310288846, "total_loss": 0.7905376638518646}
{"data_time": 0.01640763459727168, "eta_seconds": 172966.67490480468, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30301486199575367, "fast_rcnn/fg_cls_accuracy": 0.6896364354870579, "iteration": 96599, "loss_box_reg": 0.20876226294785738, "loss_cls": 0.1708343755453825, "loss_mask": 0.24243928864598274, "loss_rpn_cls": 0.035781640210188925, "loss_rpn_loc": 0.06727749039418995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993652156364205, "mask_rcnn/false_negative": 0.08686847045876972, "mask_rcnn/false_positive": 0.11607861782790493, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.022207859903574, "total_loss": 0.7416723963106051}
{"data_time": 0.021454849047586322, "eta_seconds": 172978.55753354728, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2874587133888925, "fast_rcnn/fg_cls_accuracy": 0.6962076792131644, "iteration": 96619, "loss_box_reg": 0.23047451488673687, "loss_cls": 0.18113740347325802, "loss_mask": 0.23878249153494835, "loss_rpn_cls": 0.03286262636538595, "loss_rpn_loc": 0.07569360267370939, "lr": 0.0001, "mask_rcnn/accuracy": 0.886674255206758, "mask_rcnn/false_negative": 0.09541495447915999, "mask_rcnn/false_positive": 0.13260534113819242, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.025194950401783, "total_loss": 0.723587726126425}
{"data_time": 0.013833681819960475, "eta_seconds": 172986.11101541668, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31921671107467375, "fast_rcnn/fg_cls_accuracy": 0.6584142819637699, "iteration": 96639, "loss_box_reg": 0.21983901038765907, "loss_cls": 0.18697004485875368, "loss_mask": 0.24433360621333122, "loss_rpn_cls": 0.03488881222438067, "loss_rpn_loc": 0.06990719633176923, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009973588127567, "mask_rcnn/false_negative": 0.08759507682267571, "mask_rcnn/false_positive": 0.11347739872081669, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0060845774132758, "total_loss": 0.7817027039127424}
{"data_time": 0.019058400532230735, "eta_seconds": 172906.82484428398, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3091424448567306, "fast_rcnn/fg_cls_accuracy": 0.6625888242894057, "iteration": 96659, "loss_box_reg": 0.22173458524048328, "loss_cls": 0.17994370264932513, "loss_mask": 0.23711544089019299, "loss_rpn_cls": 0.035733601078391075, "loss_rpn_loc": 0.09240837534889579, "lr": 0.0001, "mask_rcnn/accuracy": 0.895790165024343, "mask_rcnn/false_negative": 0.09484716712926125, "mask_rcnn/false_positive": 0.11918475936135364, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9838413982652128, "total_loss": 0.7895540992030874}
{"data_time": 0.015505149029195309, "eta_seconds": 173017.00923277065, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30758512056221976, "fast_rcnn/fg_cls_accuracy": 0.6715180010037243, "iteration": 96679, "loss_box_reg": 0.20965016447007656, "loss_cls": 0.16968935914337635, "loss_mask": 0.23977166041731834, "loss_rpn_cls": 0.028122545685619116, "loss_rpn_loc": 0.06612131034489721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998269552494577, "mask_rcnn/false_negative": 0.09160016272410905, "mask_rcnn/false_positive": 0.11466672484572044, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0056933569721878, "total_loss": 0.7339877085760236}
{"data_time": 0.014649149496108294, "eta_seconds": 173037.31550869998, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27592783860084, "fast_rcnn/fg_cls_accuracy": 0.6874385381465786, "iteration": 96699, "loss_box_reg": 0.21967073902487755, "loss_cls": 0.17880555801093578, "loss_mask": 0.24469446763396263, "loss_rpn_cls": 0.03237299947068095, "loss_rpn_loc": 0.07626637164503336, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025850188900181, "mask_rcnn/false_negative": 0.09086668014830629, "mask_rcnn/false_positive": 0.09289671524755566, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9618246054742485, "total_loss": 0.7497846949845552}
{"data_time": 0.01623844914138317, "eta_seconds": 172972.3860393092, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32174151150054764, "fast_rcnn/fg_cls_accuracy": 0.6617101726203971, "iteration": 96719, "loss_box_reg": 0.21402792446315289, "loss_cls": 0.1759816613048315, "loss_mask": 0.2323442567139864, "loss_rpn_cls": 0.034423383651301265, "loss_rpn_loc": 0.07561750058084726, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986233334523791, "mask_rcnn/false_negative": 0.09147265043845976, "mask_rcnn/false_positive": 0.1253180387351755, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9757525858003646, "total_loss": 0.7571170676965266}
{"data_time": 0.020516219548881054, "eta_seconds": 173037.72424352355, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.30612754898040784, "fast_rcnn/fg_cls_accuracy": 0.6511604938271605, "iteration": 96739, "loss_box_reg": 0.21842440590262413, "loss_cls": 0.1759570362046361, "loss_mask": 0.24895565770566463, "loss_rpn_cls": 0.030144274118356407, "loss_rpn_loc": 0.061618905689101666, "lr": 0.0001, "mask_rcnn/accuracy": 0.903833510136728, "mask_rcnn/false_negative": 0.07748542210446518, "mask_rcnn/false_positive": 0.11750312101209412, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0007332162931561, "total_loss": 0.7420664810924791}
{"data_time": 0.02093246253207326, "eta_seconds": 172932.45704899542, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.329726996966633, "fast_rcnn/fg_cls_accuracy": 0.6282021151586369, "iteration": 96759, "loss_box_reg": 0.22513099014759064, "loss_cls": 0.18604845041409135, "loss_mask": 0.2502926364541054, "loss_rpn_cls": 0.037998702842742205, "loss_rpn_loc": 0.08458063658326864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929060143685031, "mask_rcnn/false_negative": 0.08821085596247813, "mask_rcnn/false_positive": 0.12209346812008032, "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": 1.003944420721382, "total_loss": 0.7820010126451962}
{"data_time": 0.026612668065354228, "eta_seconds": 173075.819567875, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.31502468407489054, "fast_rcnn/fg_cls_accuracy": 0.653085221546157, "iteration": 96779, "loss_box_reg": 0.2196225319057703, "loss_cls": 0.18682828079909086, "loss_mask": 0.24523339606821537, "loss_rpn_cls": 0.03584734629839659, "loss_rpn_loc": 0.08864126517437398, "lr": 0.0001, "mask_rcnn/accuracy": 0.89565540774132, "mask_rcnn/false_negative": 0.0866848491745998, "mask_rcnn/false_positive": 0.1203464839014857, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.021241866517812, "total_loss": 0.8012095012236387}
{"data_time": 0.017712355824187398, "eta_seconds": 173055.83621496335, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30425403599925777, "fast_rcnn/fg_cls_accuracy": 0.6785318441469861, "iteration": 96799, "loss_box_reg": 0.20589478686451912, "loss_cls": 0.17014242289587855, "loss_mask": 0.23598410561680794, "loss_rpn_cls": 0.028094269189750776, "loss_rpn_loc": 0.06931376527063549, "lr": 0.0001, "mask_rcnn/accuracy": 0.889350347114932, "mask_rcnn/false_negative": 0.09890207407865281, "mask_rcnn/false_positive": 0.12084398023712534, "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": 0.9569846086669713, "total_loss": 0.7214429280720651}
{"data_time": 0.014443578431382775, "eta_seconds": 173058.03027221002, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3205995282071873, "fast_rcnn/fg_cls_accuracy": 0.6382153918996232, "iteration": 96819, "loss_box_reg": 0.22311994433403015, "loss_cls": 0.19046557508409023, "loss_mask": 0.23516744747757912, "loss_rpn_cls": 0.03209854650776833, "loss_rpn_loc": 0.06581376609392464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987240403974089, "mask_rcnn/false_negative": 0.097977543789597, "mask_rcnn/false_positive": 0.11881524835307614, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0157836079597473, "total_loss": 0.7641753477510065}
{"data_time": 0.01495943870395422, "eta_seconds": 173132.7679132484, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2682646212847555, "fast_rcnn/fg_cls_accuracy": 0.6981504664818623, "iteration": 96839, "loss_box_reg": 0.2307223193347454, "loss_cls": 0.19161274190992117, "loss_mask": 0.24331770837306976, "loss_rpn_cls": 0.03493219462689012, "loss_rpn_loc": 0.07405465096235275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974838816123465, "mask_rcnn/false_negative": 0.09853511624201183, "mask_rcnn/false_positive": 0.12944825575915003, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0221326865721494, "total_loss": 0.776687842560932}
{"data_time": 0.014135495061054826, "eta_seconds": 173059.31900781114, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2829638857862932, "fast_rcnn/fg_cls_accuracy": 0.6817023226508577, "iteration": 96859, "loss_box_reg": 0.21321211569011211, "loss_cls": 0.1798306116834283, "loss_mask": 0.2340933009982109, "loss_rpn_cls": 0.035512614995241165, "loss_rpn_loc": 0.07841666752938181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985809082599039, "mask_rcnn/false_negative": 0.09058360462754086, "mask_rcnn/false_positive": 0.11294283795277299, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9908484220504761, "total_loss": 0.7302721014712006}
{"data_time": 0.015547447139397264, "eta_seconds": 173092.77420386672, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2811535162950257, "fast_rcnn/fg_cls_accuracy": 0.6983298971208338, "iteration": 96879, "loss_box_reg": 0.22261120937764645, "loss_cls": 0.19356195535510778, "loss_mask": 0.23350144922733307, "loss_rpn_cls": 0.033597534988075495, "loss_rpn_loc": 0.07099293125793338, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048374758514138, "mask_rcnn/false_negative": 0.08092047468341393, "mask_rcnn/false_positive": 0.10297179331275075, "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": 1.0352766287978739, "total_loss": 0.7576153903501108}
{"data_time": 0.015259918989613652, "eta_seconds": 173096.83669935912, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32976973684210525, "fast_rcnn/fg_cls_accuracy": 0.6329515392015392, "iteration": 96899, "loss_box_reg": 0.22552488557994366, "loss_cls": 0.1904193814843893, "loss_mask": 0.23160549066960812, "loss_rpn_cls": 0.03524427651427686, "loss_rpn_loc": 0.08812953275628388, "lr": 0.0001, "mask_rcnn/accuracy": 0.898452466845324, "mask_rcnn/false_negative": 0.0893633113080972, "mask_rcnn/false_positive": 0.11783077697133174, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.986799153033644, "total_loss": 0.7932027318747714}
{"data_time": 0.019178632646799088, "eta_seconds": 172935.9360974934, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28979313036690085, "fast_rcnn/fg_cls_accuracy": 0.6923606557377049, "iteration": 96919, "loss_box_reg": 0.22363578714430332, "loss_cls": 0.17448342964053154, "loss_mask": 0.24697804637253284, "loss_rpn_cls": 0.03469563415274024, "loss_rpn_loc": 0.06805515685118735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923033933051437, "mask_rcnn/false_negative": 0.09570707560550487, "mask_rcnn/false_positive": 0.11657451916816847, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9704398293979466, "total_loss": 0.7395559914875776}
{"data_time": 0.01794831594452262, "eta_seconds": 172837.98082410358, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.29881918908751104, "fast_rcnn/fg_cls_accuracy": 0.6651404151404152, "iteration": 96939, "loss_box_reg": 0.2322401013225317, "loss_cls": 0.18289280962198973, "loss_mask": 0.24226943589746952, "loss_rpn_cls": 0.04341108934022486, "loss_rpn_loc": 0.07945098867639899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850283630283546, "mask_rcnn/false_negative": 0.09027433531791301, "mask_rcnn/false_positive": 0.1291750007540401, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.9783536992035806, "total_loss": 0.7884765923954546}
{"data_time": 0.01582987536676228, "eta_seconds": 172818.00648216158, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30030836904518965, "fast_rcnn/fg_cls_accuracy": 0.6817790173004104, "iteration": 96959, "loss_box_reg": 0.231501379981637, "loss_cls": 0.1775297736749053, "loss_mask": 0.24586056545376778, "loss_rpn_cls": 0.030831754440441728, "loss_rpn_loc": 0.07129664067178965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965735963706578, "mask_rcnn/false_negative": 0.09459252509092243, "mask_rcnn/false_positive": 0.11542689141649763, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9923899630084634, "total_loss": 0.7543715020874515}
{"data_time": 0.016827568877488375, "eta_seconds": 172853.73497363646, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.2972689075630252, "fast_rcnn/fg_cls_accuracy": 0.672724155666038, "iteration": 96979, "loss_box_reg": 0.24248770624399185, "loss_cls": 0.20118411723524332, "loss_mask": 0.24589752219617367, "loss_rpn_cls": 0.031748921901453286, "loss_rpn_loc": 0.08624251862056553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890924981980173, "mask_rcnn/false_negative": 0.10723650719901062, "mask_rcnn/false_positive": 0.11683063585624331, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 1.0141821904107928, "total_loss": 0.8075159981381148}
{"data_time": 0.017297779442742467, "eta_seconds": 172856.00268584676, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3081247627113694, "fast_rcnn/fg_cls_accuracy": 0.6633616619452314, "iteration": 96999, "loss_box_reg": 0.20078637916594744, "loss_cls": 0.16923332028090954, "loss_mask": 0.23415487259626389, "loss_rpn_cls": 0.025352079421281815, "loss_rpn_loc": 0.06506028166040778, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006870989375132, "mask_rcnn/false_negative": 0.08818886488424336, "mask_rcnn/false_positive": 0.11179048277897977, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0015655115712434, "total_loss": 0.6979530134121887}
{"data_time": 0.015382240992039442, "eta_seconds": 172931.2941801455, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29329914242475197, "fast_rcnn/fg_cls_accuracy": 0.6975768811054577, "iteration": 97019, "loss_box_reg": 0.22794544138014317, "loss_cls": 0.1764317350462079, "loss_mask": 0.2355970609933138, "loss_rpn_cls": 0.029470774170476943, "loss_rpn_loc": 0.0716456122463569, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053408127035276, "mask_rcnn/false_negative": 0.09510031987220166, "mask_rcnn/false_positive": 0.09832074235509897, "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": 1.0290240007452667, "total_loss": 0.7290083307307214}
{"data_time": 0.01908553601242602, "eta_seconds": 172939.53366253525, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32777352601329557, "fast_rcnn/fg_cls_accuracy": 0.6392841564198389, "iteration": 97039, "loss_box_reg": 0.2343178279697895, "loss_cls": 0.19817941077053547, "loss_mask": 0.24264276027679443, "loss_rpn_cls": 0.0392697433126159, "loss_rpn_loc": 0.06529831094667315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950682164456945, "mask_rcnn/false_negative": 0.08808946509221804, "mask_rcnn/false_positive": 0.11336958868527593, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0187550575938076, "total_loss": 0.8097818791866302}
{"data_time": 0.03131746291182935, "eta_seconds": 172936.83962326497, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3206680346557228, "fast_rcnn/fg_cls_accuracy": 0.6283783783783784, "iteration": 97059, "loss_box_reg": 0.2274719998240471, "loss_cls": 0.1842237776145339, "loss_mask": 0.24419651739299297, "loss_rpn_cls": 0.038205254008062184, "loss_rpn_loc": 0.08363610319793224, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009503444771303, "mask_rcnn/false_negative": 0.08863694032862349, "mask_rcnn/false_positive": 0.1281498252404596, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9893878679722548, "total_loss": 0.7922422549745534}
{"data_time": 0.02214211388491094, "eta_seconds": 173074.33539538644, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.306425419781836, "fast_rcnn/fg_cls_accuracy": 0.6810763217798395, "iteration": 97079, "loss_box_reg": 0.19927630946040154, "loss_cls": 0.17183293588459492, "loss_mask": 0.2332362774759531, "loss_rpn_cls": 0.03231700661126524, "loss_rpn_loc": 0.058203086256980896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995444099123426, "mask_rcnn/false_negative": 0.08335583181821432, "mask_rcnn/false_positive": 0.11376626729137206, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.031096664024517, "total_loss": 0.6841623405343853}
{"data_time": 0.01679600728675723, "eta_seconds": 173114.79287003167, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29466021777172857, "fast_rcnn/fg_cls_accuracy": 0.6601748251748252, "iteration": 97099, "loss_box_reg": 0.2209966816008091, "loss_cls": 0.16355759277939796, "loss_mask": 0.2496411744505167, "loss_rpn_cls": 0.032381468336097896, "loss_rpn_loc": 0.07577379245776683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998918570406368, "mask_rcnn/false_negative": 0.08595488813289426, "mask_rcnn/false_positive": 0.12737645751556068, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.031871152576059, "total_loss": 0.7551403305260465}
{"data_time": 0.013530697207897902, "eta_seconds": 173137.91751012206, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30278867830007516, "fast_rcnn/fg_cls_accuracy": 0.6621800402645959, "iteration": 97119, "loss_box_reg": 0.21550603210926056, "loss_cls": 0.16840176936239004, "loss_mask": 0.23480295576155186, "loss_rpn_cls": 0.03390921466052532, "loss_rpn_loc": 0.06514767603948712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945927200136898, "mask_rcnn/false_negative": 0.08294215642390029, "mask_rcnn/false_positive": 0.12525574621095883, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9681767404545099, "total_loss": 0.737165002967231}
{"data_time": 0.024104390991851687, "eta_seconds": 173177.24945578258, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.27123011570205763, "fast_rcnn/fg_cls_accuracy": 0.6831817156604767, "iteration": 97139, "loss_box_reg": 0.20648131892085075, "loss_cls": 0.1640505027025938, "loss_mask": 0.22983930259943008, "loss_rpn_cls": 0.03230540477670729, "loss_rpn_loc": 0.07096441648900509, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011006839139079, "mask_rcnn/false_negative": 0.08514246087416591, "mask_rcnn/false_positive": 0.11074868857927206, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0229982109740376, "total_loss": 0.7187565078493208}
{"data_time": 0.020163059001788497, "eta_seconds": 173225.31504535116, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3084912029866158, "fast_rcnn/fg_cls_accuracy": 0.6706414960350338, "iteration": 97159, "loss_box_reg": 0.23284707218408585, "loss_cls": 0.1929915715008974, "loss_mask": 0.24732556007802486, "loss_rpn_cls": 0.038938702491577715, "loss_rpn_loc": 0.08289504249114543, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003241966202902, "mask_rcnn/false_negative": 0.0776686673634445, "mask_rcnn/false_positive": 0.11992221082306379, "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": 1.0203678098041564, "total_loss": 0.8203151430934668}
{"data_time": 0.024354559369385242, "eta_seconds": 173056.70806516893, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2913115224565935, "fast_rcnn/fg_cls_accuracy": 0.6938117224573553, "iteration": 97179, "loss_box_reg": 0.2328857947140932, "loss_cls": 0.18608446512371302, "loss_mask": 0.24142372235655785, "loss_rpn_cls": 0.03712192201055586, "loss_rpn_loc": 0.09299634769558907, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077124452186525, "mask_rcnn/false_negative": 0.08107732809067966, "mask_rcnn/false_positive": 0.10292076509114567, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0008331169374287, "total_loss": 0.7688018102198839}
{"data_time": 0.014573236228898168, "eta_seconds": 172978.7285014987, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34525320024812495, "fast_rcnn/fg_cls_accuracy": 0.6325547332716621, "iteration": 97199, "loss_box_reg": 0.21417457051575184, "loss_cls": 0.1936153881251812, "loss_mask": 0.24886752106249332, "loss_rpn_cls": 0.030067372252233326, "loss_rpn_loc": 0.05807375651784241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942452498419168, "mask_rcnn/false_negative": 0.09440741463376348, "mask_rcnn/false_positive": 0.11285986417215937, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.01067044143565, "total_loss": 0.7572621327126399}
{"data_time": 0.01585847302339971, "eta_seconds": 172958.70781532954, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2462937814745657, "fast_rcnn/fg_cls_accuracy": 0.7315570044419046, "iteration": 97219, "loss_box_reg": 0.20220808684825897, "loss_cls": 0.1738449865952134, "loss_mask": 0.22654681839048862, "loss_rpn_cls": 0.03042820026166737, "loss_rpn_loc": 0.06872105342335999, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000003266300967, "mask_rcnn/false_negative": 0.08953625075669204, "mask_rcnn/false_positive": 0.11266601892717878, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9882864914834499, "total_loss": 0.6960900811245665}
{"data_time": 0.015796361956745386, "eta_seconds": 173145.13670003973, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3528688492390851, "fast_rcnn/fg_cls_accuracy": 0.6286444952506658, "iteration": 97239, "loss_box_reg": 0.23318623565137386, "loss_cls": 0.18446667026728392, "loss_mask": 0.24534225836396217, "loss_rpn_cls": 0.03585226624272764, "loss_rpn_loc": 0.06701286684256047, "lr": 0.0001, "mask_rcnn/accuracy": 0.883349387313924, "mask_rcnn/false_negative": 0.08867504739442297, "mask_rcnn/false_positive": 0.12756419337052627, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.018953607417643, "total_loss": 0.7830360129009932}
{"data_time": 0.022242408711463213, "eta_seconds": 173147.82012494747, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.27357829774344994, "fast_rcnn/fg_cls_accuracy": 0.7035518188057652, "iteration": 97259, "loss_box_reg": 0.21217442955821753, "loss_cls": 0.17678155237808824, "loss_mask": 0.2455225344747305, "loss_rpn_cls": 0.03905300400219858, "loss_rpn_loc": 0.07796570239588618, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016720761531156, "mask_rcnn/false_negative": 0.0878050148538741, "mask_rcnn/false_positive": 0.1040769207609998, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9992537570651621, "total_loss": 0.7557112777139992}
{"data_time": 0.026290192734450102, "eta_seconds": 173036.99251418933, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.2909242715204141, "fast_rcnn/fg_cls_accuracy": 0.6881182981667243, "iteration": 97279, "loss_box_reg": 0.21589470654726028, "loss_cls": 0.18085238430649042, "loss_mask": 0.23515665717422962, "loss_rpn_cls": 0.03609454375691712, "loss_rpn_loc": 0.06836195907089859, "lr": 0.0001, "mask_rcnn/accuracy": 0.894206275862666, "mask_rcnn/false_negative": 0.09287666604175485, "mask_rcnn/false_positive": 0.1151392254675076, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.035109705524519, "total_loss": 0.745221366698388}
{"data_time": 0.016501023434102535, "eta_seconds": 173085.00294105615, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.3154649947753396, "fast_rcnn/fg_cls_accuracy": 0.6483969553684696, "iteration": 97299, "loss_box_reg": 0.22968353144824505, "loss_cls": 0.17856583511456847, "loss_mask": 0.248602582141757, "loss_rpn_cls": 0.035884395241737366, "loss_rpn_loc": 0.07792855240404606, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071457466902588, "mask_rcnn/false_negative": 0.0824829587755305, "mask_rcnn/false_positive": 0.0931553867181207, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 1.002564931055531, "total_loss": 0.7990536878351122}
{"data_time": 0.014614654937759042, "eta_seconds": 173243.11272245832, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2936168291802095, "fast_rcnn/fg_cls_accuracy": 0.6422301138028433, "iteration": 97319, "loss_box_reg": 0.2392421681433916, "loss_cls": 0.18365804757922888, "loss_mask": 0.25203349627554417, "loss_rpn_cls": 0.02984494634438306, "loss_rpn_loc": 0.07016312121413648, "lr": 0.0001, "mask_rcnn/accuracy": 0.905807429206444, "mask_rcnn/false_negative": 0.08877428042753449, "mask_rcnn/false_positive": 0.10521429633775486, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0158975825179368, "total_loss": 0.7694692699587904}
{"data_time": 0.016201853984966874, "eta_seconds": 173130.07157503627, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.26508493046836135, "fast_rcnn/fg_cls_accuracy": 0.71076159227818, "iteration": 97339, "loss_box_reg": 0.20719799492508173, "loss_cls": 0.16762580629438162, "loss_mask": 0.2510387543588877, "loss_rpn_cls": 0.03326843347167596, "loss_rpn_loc": 0.08860551007091999, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083457879422723, "mask_rcnn/false_negative": 0.08693645011484989, "mask_rcnn/false_positive": 0.10195190300109143, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9984037070535123, "total_loss": 0.7451445301994681}
{"data_time": 0.016533547081053257, "eta_seconds": 173076.62941973656, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.34292763157894735, "fast_rcnn/fg_cls_accuracy": 0.6183879612451041, "iteration": 97359, "loss_box_reg": 0.23282479215413332, "loss_cls": 0.17895179986953735, "loss_mask": 0.2520761266350746, "loss_rpn_cls": 0.03818710334599018, "loss_rpn_loc": 0.08760740282014012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861027914523247, "mask_rcnn/false_negative": 0.09885661551908397, "mask_rcnn/false_positive": 0.12252218289107408, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.0090726460330188, "total_loss": 0.8135844622738659}
{"data_time": 0.018351146019995213, "eta_seconds": 172936.80898447987, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3256224691996209, "fast_rcnn/fg_cls_accuracy": 0.6413950558967092, "iteration": 97379, "loss_box_reg": 0.2005481431260705, "loss_cls": 0.17047919612377882, "loss_mask": 0.23970779217779636, "loss_rpn_cls": 0.03277587634511292, "loss_rpn_loc": 0.061276274966076016, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025254416942342, "mask_rcnn/false_negative": 0.0826808932477355, "mask_rcnn/false_positive": 0.11413739082128085, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9973686074372381, "total_loss": 0.7355259284377098}
{"data_time": 0.01861466863192618, "eta_seconds": 172933.4122106433, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3153997378768021, "fast_rcnn/fg_cls_accuracy": 0.6639580602883355, "iteration": 97399, "loss_box_reg": 0.21968981996178627, "loss_cls": 0.1825028108432889, "loss_mask": 0.24356055073440075, "loss_rpn_cls": 0.03433144965674728, "loss_rpn_loc": 0.08390399278141558, "lr": 0.0001, "mask_rcnn/accuracy": 0.895259912746664, "mask_rcnn/false_negative": 0.09308157252317234, "mask_rcnn/false_positive": 0.10662035688273877, "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": 0.9974078498780727, "total_loss": 0.7534343868028373}
{"data_time": 0.016293383203446865, "eta_seconds": 172913.37357655168, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.29689591700133866, "fast_rcnn/fg_cls_accuracy": 0.6427707019005674, "iteration": 97419, "loss_box_reg": 0.2233988493680954, "loss_cls": 0.18740570405498147, "loss_mask": 0.24744789861142635, "loss_rpn_cls": 0.03584548574872315, "loss_rpn_loc": 0.08742162282578647, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017848585356641, "mask_rcnn/false_negative": 0.09117619259924024, "mask_rcnn/false_positive": 0.10114416121409286, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0262202038429677, "total_loss": 0.7524795703939162}
{"data_time": 0.02480253833346069, "eta_seconds": 172774.37048960477, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2935385437779807, "fast_rcnn/fg_cls_accuracy": 0.6561869026786916, "iteration": 97439, "loss_box_reg": 0.23050886020064354, "loss_cls": 0.1839658198878169, "loss_mask": 0.2364303097128868, "loss_rpn_cls": 0.037666588090360165, "loss_rpn_loc": 0.07633501989766955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962808265741479, "mask_rcnn/false_negative": 0.08813069481733016, "mask_rcnn/false_positive": 0.11088653505197363, "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": 0.9916532540228218, "total_loss": 0.8050480813253671}
{"data_time": 0.015342807164415717, "eta_seconds": 172754.3456436973, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3067662910338069, "fast_rcnn/fg_cls_accuracy": 0.6849715099715099, "iteration": 97459, "loss_box_reg": 0.22787069901823997, "loss_cls": 0.1642940416932106, "loss_mask": 0.2406414020806551, "loss_rpn_cls": 0.03285717102698982, "loss_rpn_loc": 0.075657480629161, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930992475609807, "mask_rcnn/false_negative": 0.0986965818731858, "mask_rcnn/false_positive": 0.11567709254971398, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.0036481579300016, "total_loss": 0.7582676787860692}
{"data_time": 0.02257576212286949, "eta_seconds": 172669.19807893224, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.29727020206959953, "fast_rcnn/fg_cls_accuracy": 0.6570201643017177, "iteration": 97479, "loss_box_reg": 0.22404704988002777, "loss_cls": 0.1702994778752327, "loss_mask": 0.24872703105211258, "loss_rpn_cls": 0.03950199449900538, "loss_rpn_loc": 0.08066257275640965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892825409511392, "mask_rcnn/false_negative": 0.09676028156791198, "mask_rcnn/false_positive": 0.114997187172519, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9701560949906707, "total_loss": 0.7703731994261034}
{"data_time": 0.015929761109873652, "eta_seconds": 172645.71822539438, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.274265095338983, "fast_rcnn/fg_cls_accuracy": 0.6964266065140845, "iteration": 97499, "loss_box_reg": 0.21613112092018127, "loss_cls": 0.17673104535788298, "loss_mask": 0.24065448343753815, "loss_rpn_cls": 0.037481825798749924, "loss_rpn_loc": 0.0944053609855473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960354256676222, "mask_rcnn/false_negative": 0.08344619821837426, "mask_rcnn/false_positive": 0.11643655053752813, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9979120341595262, "total_loss": 0.785147927235812}
{"data_time": 0.014863523421809077, "eta_seconds": 172629.163486287, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.27553516819571866, "fast_rcnn/fg_cls_accuracy": 0.6947512730121426, "iteration": 97519, "loss_box_reg": 0.194330595433712, "loss_cls": 0.15950875682756305, "loss_mask": 0.2351929061114788, "loss_rpn_cls": 0.026744814997073263, "loss_rpn_loc": 0.06551887921523303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963257122539281, "mask_rcnn/false_negative": 0.08302490954712588, "mask_rcnn/false_positive": 0.12212278937822298, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.999132648576051, "total_loss": 0.6933109076926485}
{"data_time": 0.01769608980976045, "eta_seconds": 172582.43070785422, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.27121580055042904, "fast_rcnn/fg_cls_accuracy": 0.6632183908045977, "iteration": 97539, "loss_box_reg": 0.2055296991020441, "loss_cls": 0.17776209581643343, "loss_mask": 0.2498227022588253, "loss_rpn_cls": 0.03750677319476381, "loss_rpn_loc": 0.07319249655120075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908845358719331, "mask_rcnn/false_negative": 0.10041962828079819, "mask_rcnn/false_positive": 0.12406099403161253, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9860100969672203, "total_loss": 0.7494542737840675}
{"data_time": 0.016224509105086327, "eta_seconds": 172598.16381471232, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29237548678007785, "fast_rcnn/fg_cls_accuracy": 0.6604424319148245, "iteration": 97559, "loss_box_reg": 0.2103244960308075, "loss_cls": 0.1697557596489787, "loss_mask": 0.2399994432926178, "loss_rpn_cls": 0.03214324847795069, "loss_rpn_loc": 0.08050867193378508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971557174867919, "mask_rcnn/false_negative": 0.090526103606406, "mask_rcnn/false_positive": 0.10532737486080825, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.017826258437708, "total_loss": 0.7573271025903523}
{"data_time": 0.02626056014560163, "eta_seconds": 172634.19656825252, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.305647280814071, "fast_rcnn/fg_cls_accuracy": 0.647011396176207, "iteration": 97579, "loss_box_reg": 0.2230505794286728, "loss_cls": 0.18095891829580069, "loss_mask": 0.240102494135499, "loss_rpn_cls": 0.030166673939675093, "loss_rpn_loc": 0.0740407804842107, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893933069375997, "mask_rcnn/false_negative": 0.09560176003929444, "mask_rcnn/false_positive": 0.11778661805191773, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0214711809530854, "total_loss": 0.7307913461700082}
{"data_time": 0.020494743017479777, "eta_seconds": 172636.13279964775, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34269928966061564, "fast_rcnn/fg_cls_accuracy": 0.6257187958056151, "iteration": 97599, "loss_box_reg": 0.2086637271568179, "loss_cls": 0.1757727824151516, "loss_mask": 0.23792177252471447, "loss_rpn_cls": 0.03404598945053294, "loss_rpn_loc": 0.05970576452091336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8817502682616294, "mask_rcnn/false_negative": 0.0944589219019312, "mask_rcnn/false_positive": 0.1405837124444569, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0167479696683586, "total_loss": 0.7184099883306772}
{"data_time": 0.01875911094248295, "eta_seconds": 172538.10878206976, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26466241360978204, "fast_rcnn/fg_cls_accuracy": 0.7003401360544217, "iteration": 97619, "loss_box_reg": 0.21264535002410412, "loss_cls": 0.1633188189007342, "loss_mask": 0.22981818579137325, "loss_rpn_cls": 0.03376242448575795, "loss_rpn_loc": 0.06953653146047145, "lr": 0.0001, "mask_rcnn/accuracy": 0.912251984126984, "mask_rcnn/false_negative": 0.08687072985309281, "mask_rcnn/false_positive": 0.09632412198201573, "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": 0.9907975329551846, "total_loss": 0.7373507589800283}
{"data_time": 0.013190184952691197, "eta_seconds": 172505.5999613274, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.33277310427940165, "fast_rcnn/fg_cls_accuracy": 0.653783089507916, "iteration": 97639, "loss_box_reg": 0.20318868570029736, "loss_cls": 0.17155022360384464, "loss_mask": 0.2347132172435522, "loss_rpn_cls": 0.02981383807491511, "loss_rpn_loc": 0.06453285878524184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975830770331412, "mask_rcnn/false_negative": 0.07126049626548173, "mask_rcnn/false_positive": 0.12304711555533754, "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": 0.9944225989747792, "total_loss": 0.7048927234718576}
{"data_time": 0.015540395863354206, "eta_seconds": 172399.56681529526, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32865522833289956, "fast_rcnn/fg_cls_accuracy": 0.6403596403596403, "iteration": 97659, "loss_box_reg": 0.2085530199110508, "loss_cls": 0.17163610830903053, "loss_mask": 0.2459564246237278, "loss_rpn_cls": 0.03092154156183824, "loss_rpn_loc": 0.05941041756886989, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061276108848184, "mask_rcnn/false_negative": 0.08562650487376372, "mask_rcnn/false_positive": 0.0986881473307542, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9501462860498577, "total_loss": 0.7345055430196226}
{"data_time": 0.024861186975613236, "eta_seconds": 172330.79216882586, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.32320533434219234, "fast_rcnn/fg_cls_accuracy": 0.66591002238406, "iteration": 97679, "loss_box_reg": 0.20284328889101744, "loss_cls": 0.16759347403421998, "loss_mask": 0.2254667468369007, "loss_rpn_cls": 0.03290827851742506, "loss_rpn_loc": 0.06241426710039377, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085080266933844, "mask_rcnn/false_negative": 0.07817692576295644, "mask_rcnn/false_positive": 0.10626619783836772, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9925676533021033, "total_loss": 0.707840996561572}
{"data_time": 0.02621073042973876, "eta_seconds": 172437.82845293172, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27745941102522265, "fast_rcnn/fg_cls_accuracy": 0.6797711533055634, "iteration": 97699, "loss_box_reg": 0.23471333365887403, "loss_cls": 0.17852625343948603, "loss_mask": 0.24083079397678375, "loss_rpn_cls": 0.030558008700609207, "loss_rpn_loc": 0.0799478436820209, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014547801610986, "mask_rcnn/false_negative": 0.09210078242672329, "mask_rcnn/false_positive": 0.1065885971324024, "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": 1.0322397574782372, "total_loss": 0.7710249160882086}
{"data_time": 0.016532221343368292, "eta_seconds": 172482.08168677986, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3206337035809018, "fast_rcnn/fg_cls_accuracy": 0.6702275364721486, "iteration": 97719, "loss_box_reg": 0.20394175965338945, "loss_cls": 0.1703745536506176, "loss_mask": 0.23736132308840752, "loss_rpn_cls": 0.03299483167938888, "loss_rpn_loc": 0.06842806609347463, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947429537822782, "mask_rcnn/false_negative": 0.10300758080575691, "mask_rcnn/false_positive": 0.11426084556738755, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0282081931363791, "total_loss": 0.709476639633067}
{"data_time": 0.014177628327161074, "eta_seconds": 172462.05822709948, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2768426861656262, "fast_rcnn/fg_cls_accuracy": 0.7181782794861814, "iteration": 97739, "loss_box_reg": 0.20096732769161463, "loss_cls": 0.16051559895277023, "loss_mask": 0.2407316491007805, "loss_rpn_cls": 0.03379882569424808, "loss_rpn_loc": 0.07700508902780712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990996165546965, "mask_rcnn/false_negative": 0.08733024580895533, "mask_rcnn/false_positive": 0.11244018757956269, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9995278380811214, "total_loss": 0.727153820800595}
{"data_time": 0.023353339405730367, "eta_seconds": 172442.0347674191, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2826309067688378, "fast_rcnn/fg_cls_accuracy": 0.6939525462962963, "iteration": 97759, "loss_box_reg": 0.22262852266430855, "loss_cls": 0.17988590151071548, "loss_mask": 0.24765500612556934, "loss_rpn_cls": 0.0297589257825166, "loss_rpn_loc": 0.060415859101340175, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874500457089742, "mask_rcnn/false_negative": 0.08938222745107137, "mask_rcnn/false_positive": 0.13405592221092816, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0075748946983367, "total_loss": 0.7314299343852326}
{"data_time": 0.016533083748072386, "eta_seconds": 172401.75944485702, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.349645390070922, "fast_rcnn/fg_cls_accuracy": 0.6359066952957251, "iteration": 97779, "loss_box_reg": 0.22317372914403677, "loss_cls": 0.1792236459441483, "loss_mask": 0.2406767848879099, "loss_rpn_cls": 0.028820565436035395, "loss_rpn_loc": 0.06146236037602648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970210978251367, "mask_rcnn/false_negative": 0.09566490856396567, "mask_rcnn/false_positive": 0.11113310468136287, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9997636342886835, "total_loss": 0.7405045818304643}
{"data_time": 0.021661499748006463, "eta_seconds": 172532.63952881098, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3259221062848823, "fast_rcnn/fg_cls_accuracy": 0.6473219011326348, "iteration": 97799, "loss_box_reg": 0.22954324074089527, "loss_cls": 0.1872759973630309, "loss_mask": 0.24293815530836582, "loss_rpn_cls": 0.03168120852205902, "loss_rpn_loc": 0.07285257242619991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898868828253743, "mask_rcnn/false_negative": 0.09931166783715165, "mask_rcnn/false_positive": 0.10475903235405484, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0485775626730174, "total_loss": 0.7705256143817678}
{"data_time": 0.022262435872107744, "eta_seconds": 172468.31060988363, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3126315789473684, "fast_rcnn/fg_cls_accuracy": 0.6625189103623776, "iteration": 97819, "loss_box_reg": 0.2306952141225338, "loss_cls": 0.1902018692344427, "loss_mask": 0.24949114583432674, "loss_rpn_cls": 0.037590358522720635, "loss_rpn_loc": 0.07794199767522514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801934039285231, "mask_rcnn/false_negative": 0.10136968568958502, "mask_rcnn/false_positive": 0.11876055691830015, "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": 1.0193575823213905, "total_loss": 0.7964219579007477}
{"data_time": 0.01579138683155179, "eta_seconds": 172384.13190037012, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3188595013477089, "fast_rcnn/fg_cls_accuracy": 0.6532371076233183, "iteration": 97839, "loss_box_reg": 0.21296258084475994, "loss_cls": 0.1709822816774249, "loss_mask": 0.24069823883473873, "loss_rpn_cls": 0.026257887249812484, "loss_rpn_loc": 0.0601287221070379, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035814961182136, "mask_rcnn/false_negative": 0.08714023907513774, "mask_rcnn/false_positive": 0.08595566594488264, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9868599658366293, "total_loss": 0.724737528944388}
{"data_time": 0.016333020059391856, "eta_seconds": 172297.88865149952, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3197099197099197, "fast_rcnn/fg_cls_accuracy": 0.6718725718725719, "iteration": 97859, "loss_box_reg": 0.21946748346090317, "loss_cls": 0.17410301882773638, "loss_mask": 0.24731929786503315, "loss_rpn_cls": 0.03613072237931192, "loss_rpn_loc": 0.06958058732561767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854332528901494, "mask_rcnn/false_negative": 0.09914293942798892, "mask_rcnn/false_positive": 0.13060562202294423, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9560859419871122, "total_loss": 0.7572350614937022}
{"data_time": 0.028726765885949135, "eta_seconds": 172268.8521524798, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3540169117964822, "fast_rcnn/fg_cls_accuracy": 0.6075537004988293, "iteration": 97879, "loss_box_reg": 0.22869925945997238, "loss_cls": 0.18377974443137646, "loss_mask": 0.2528382819145918, "loss_rpn_cls": 0.03313761344179511, "loss_rpn_loc": 0.076324422378093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917420396802446, "mask_rcnn/false_negative": 0.09601551823446874, "mask_rcnn/false_positive": 0.13076273019721002, "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": 1.0059991274029016, "total_loss": 0.7515641273930669}
{"data_time": 0.022438860032707453, "eta_seconds": 172214.74493241403, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3403836843379327, "fast_rcnn/fg_cls_accuracy": 0.6292793976009106, "iteration": 97899, "loss_box_reg": 0.23074628040194511, "loss_cls": 0.1887205485254526, "loss_mask": 0.24819773994386196, "loss_rpn_cls": 0.03599840239621699, "loss_rpn_loc": 0.07546521630138159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890164044784581, "mask_rcnn/false_negative": 0.09658875768020606, "mask_rcnn/false_positive": 0.1321116188742584, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9867851000744849, "total_loss": 0.7480147277819924}
{"data_time": 0.014780380995944142, "eta_seconds": 172281.84708997607, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3049392712550607, "fast_rcnn/fg_cls_accuracy": 0.6614408233276158, "iteration": 97919, "loss_box_reg": 0.23095938935875893, "loss_cls": 0.1940588871948421, "loss_mask": 0.24059545248746872, "loss_rpn_cls": 0.0382488431641832, "loss_rpn_loc": 0.08067736937664449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917898555526107, "mask_rcnn/false_negative": 0.09053185753382459, "mask_rcnn/false_positive": 0.1196229055563043, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.032045959495008, "total_loss": 0.7784808126743883}
{"data_time": 0.021968582179397345, "eta_seconds": 172265.60609473847, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3204352145030111, "fast_rcnn/fg_cls_accuracy": 0.634337807039757, "iteration": 97939, "loss_box_reg": 0.22917493991553783, "loss_cls": 0.19579343032091856, "loss_mask": 0.2466452196240425, "loss_rpn_cls": 0.03960400680080056, "loss_rpn_loc": 0.0918864761479199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820162343808744, "mask_rcnn/false_negative": 0.09187059074717577, "mask_rcnn/false_positive": 0.14289271395691644, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9988613489549607, "total_loss": 0.7980741852661595}
{"data_time": 0.017355833435431123, "eta_seconds": 172245.58219539002, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30227272727272725, "fast_rcnn/fg_cls_accuracy": 0.6699324324324325, "iteration": 97959, "loss_box_reg": 0.22732372023165226, "loss_cls": 0.1800123117864132, "loss_mask": 0.24705464579164982, "loss_rpn_cls": 0.034278569160960615, "loss_rpn_loc": 0.08466855599544942, "lr": 0.0001, "mask_rcnn/accuracy": 0.892100587636302, "mask_rcnn/false_negative": 0.10346346240388885, "mask_rcnn/false_positive": 0.11380546641128333, "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": 0.9881513565778732, "total_loss": 0.7877663283143193}
{"data_time": 0.013233760604634881, "eta_seconds": 172301.15363138728, "fast_rcnn/cls_accuracy": 0.910400390625, "fast_rcnn/false_negative": 0.3581770464732248, "fast_rcnn/fg_cls_accuracy": 0.6086224303664299, "iteration": 97979, "loss_box_reg": 0.2214044788852334, "loss_cls": 0.18367239367216825, "loss_mask": 0.24120868742465973, "loss_rpn_cls": 0.030930697917938232, "loss_rpn_loc": 0.06643292168155313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911375256242449, "mask_rcnn/false_negative": 0.09872377039517344, "mask_rcnn/false_positive": 0.11930129914514295, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.017888136440888, "total_loss": 0.7435756493359804}
{"data_time": 0.01590907759964466, "eta_seconds": 172205.5343966931, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2943336656696577, "fast_rcnn/fg_cls_accuracy": 0.6905948820206049, "iteration": 97999, "loss_box_reg": 0.21952911093831062, "loss_cls": 0.18941581808030605, "loss_mask": 0.24041329510509968, "loss_rpn_cls": 0.03550048638135195, "loss_rpn_loc": 0.07262623170390725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894081833069929, "mask_rcnn/false_negative": 0.08878370630412359, "mask_rcnn/false_positive": 0.13238174613690074, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9960085835773498, "total_loss": 0.767335177748464}
{"data_time": 0.018810784677043557, "eta_seconds": 172128.73107822146, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31690501888828926, "fast_rcnn/fg_cls_accuracy": 0.6650813516896119, "iteration": 98019, "loss_box_reg": 0.237575669772923, "loss_cls": 0.1763329580426216, "loss_mask": 0.24703403376042843, "loss_rpn_cls": 0.03062802692875266, "loss_rpn_loc": 0.0707968482747674, "lr": 0.0001, "mask_rcnn/accuracy": 0.892672889557466, "mask_rcnn/false_negative": 0.09983018113391262, "mask_rcnn/false_positive": 0.09789473006479704, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.006465065293014, "total_loss": 0.7785541929770261}
{"data_time": 0.020608331076800823, "eta_seconds": 172019.5593099855, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3179328268692523, "fast_rcnn/fg_cls_accuracy": 0.6410060353967866, "iteration": 98039, "loss_box_reg": 0.23582184500992298, "loss_cls": 0.19117771461606026, "loss_mask": 0.24609318561851978, "loss_rpn_cls": 0.035186166409403086, "loss_rpn_loc": 0.0782190574100241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873770838965771, "mask_rcnn/false_negative": 0.0950996101733768, "mask_rcnn/false_positive": 0.13396748286645874, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9694591327570379, "total_loss": 0.7991270293714479}
{"data_time": 0.029301735572516918, "eta_seconds": 172043.75054694712, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33013237963061814, "fast_rcnn/fg_cls_accuracy": 0.6478029467125332, "iteration": 98059, "loss_box_reg": 0.21577515499666333, "loss_cls": 0.17895856080576777, "loss_mask": 0.24325345270335674, "loss_rpn_cls": 0.03310005221283063, "loss_rpn_loc": 0.08084768324624747, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961503258939043, "mask_rcnn/false_negative": 0.08707523768446113, "mask_rcnn/false_positive": 0.12347511855690525, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0017442079260945, "total_loss": 0.7459450021851808}
{"data_time": 0.021919931983575225, "eta_seconds": 171979.54545576125, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6368638594678377, "iteration": 98079, "loss_box_reg": 0.21783730015158653, "loss_cls": 0.18819130957126617, "loss_mask": 0.24857637844979763, "loss_rpn_cls": 0.03891907667275518, "loss_rpn_loc": 0.07793685211800039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810452264357483, "mask_rcnn/false_negative": 0.10433388675656613, "mask_rcnn/false_positive": 0.12913967568315998, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0059341008309275, "total_loss": 0.7783614842919633}
{"data_time": 0.021647500107064843, "eta_seconds": 171996.56731132418, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2492273070404079, "fast_rcnn/fg_cls_accuracy": 0.7188893161845347, "iteration": 98099, "loss_box_reg": 0.20865269098430872, "loss_cls": 0.17403642646968365, "loss_mask": 0.23889536038041115, "loss_rpn_cls": 0.026213162462227046, "loss_rpn_loc": 0.06608426326420158, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081946659565074, "mask_rcnn/false_negative": 0.0809091994336102, "mask_rcnn/false_positive": 0.10783858199513577, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0099011859856546, "total_loss": 0.7085966544691473}
{"data_time": 0.020601436495780945, "eta_seconds": 171976.5560760349, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3347468671679198, "fast_rcnn/fg_cls_accuracy": 0.6115595125155076, "iteration": 98119, "loss_box_reg": 0.22997160162776709, "loss_cls": 0.19638654496520758, "loss_mask": 0.24080464243888855, "loss_rpn_cls": 0.03356345056090504, "loss_rpn_loc": 0.06984748423565179, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069300951924394, "mask_rcnn/false_negative": 0.07578102691337285, "mask_rcnn/false_positive": 0.11059994245667865, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9768489070702344, "total_loss": 0.7989665848435834}
{"data_time": 0.0177232779096812, "eta_seconds": 171884.94910017122, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30817982230455215, "fast_rcnn/fg_cls_accuracy": 0.6464916268848981, "iteration": 98139, "loss_box_reg": 0.20010538026690483, "loss_cls": 0.15743152191862464, "loss_mask": 0.23101662658154964, "loss_rpn_cls": 0.03340585221303627, "loss_rpn_loc": 0.07038973539602011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929460905992882, "mask_rcnn/false_negative": 0.0904379323662735, "mask_rcnn/false_positive": 0.12795033127381877, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9940146205481142, "total_loss": 0.6990925287827849}
{"data_time": 0.020272166933864355, "eta_seconds": 171861.2028168887, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2287186946622818, "fast_rcnn/fg_cls_accuracy": 0.7493451331127832, "iteration": 98159, "loss_box_reg": 0.20246494561433792, "loss_cls": 0.16568973660469055, "loss_mask": 0.23384131863713264, "loss_rpn_cls": 0.02993494417751208, "loss_rpn_loc": 0.06789142382331192, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112642729868665, "mask_rcnn/false_negative": 0.08286453075012704, "mask_rcnn/false_positive": 0.1042251207878486, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0211297823116183, "total_loss": 0.6994651171844453}
{"data_time": 0.01534178201109171, "eta_seconds": 171825.13839723542, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.27378478042239357, "fast_rcnn/fg_cls_accuracy": 0.6868620935200569, "iteration": 98179, "loss_box_reg": 0.20106670446693897, "loss_cls": 0.1595556763932109, "loss_mask": 0.2355209980159998, "loss_rpn_cls": 0.03124016907531768, "loss_rpn_loc": 0.05897045228630304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987491303339518, "mask_rcnn/false_negative": 0.08653452324545852, "mask_rcnn/false_positive": 0.12276902006024001, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9918822858016938, "total_loss": 0.707719272817485}
{"data_time": 0.01924022799357772, "eta_seconds": 171903.6660693586, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.32853579347481787, "fast_rcnn/fg_cls_accuracy": 0.6610194992778045, "iteration": 98199, "loss_box_reg": 0.23890795093029737, "loss_cls": 0.2007585121318698, "loss_mask": 0.24657198414206505, "loss_rpn_cls": 0.035907809156924486, "loss_rpn_loc": 0.08281220123171806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844080169511204, "mask_rcnn/false_negative": 0.10604292446932992, "mask_rcnn/false_positive": 0.12276692865346178, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 1.0507331865373999, "total_loss": 0.7975978800677694}
{"data_time": 0.013825127622112632, "eta_seconds": 171839.49696597643, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3300253918380768, "fast_rcnn/fg_cls_accuracy": 0.6397093490861692, "iteration": 98219, "loss_box_reg": 0.21761569939553738, "loss_cls": 0.17939742095768452, "loss_mask": 0.23267456516623497, "loss_rpn_cls": 0.030764834489673376, "loss_rpn_loc": 0.06252433464396745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813678206845048, "mask_rcnn/false_negative": 0.09574542989073442, "mask_rcnn/false_positive": 0.14034693148776878, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9774476611055434, "total_loss": 0.7300263796350919}
{"data_time": 0.013390447944402695, "eta_seconds": 171765.13660289347, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.29752824276408013, "fast_rcnn/fg_cls_accuracy": 0.6458045580110497, "iteration": 98239, "loss_box_reg": 0.22931359894573689, "loss_cls": 0.18259416334331036, "loss_mask": 0.2399583738297224, "loss_rpn_cls": 0.03467367519624531, "loss_rpn_loc": 0.06869147648103535, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047336591979449, "mask_rcnn/false_negative": 0.09313382252011615, "mask_rcnn/false_positive": 0.10517224970318184, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.001111222896725, "total_loss": 0.7871799219865352}
{"data_time": 0.024756297003477812, "eta_seconds": 171745.1360047795, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.29833280322307043, "fast_rcnn/fg_cls_accuracy": 0.6907250889679715, "iteration": 98259, "loss_box_reg": 0.2130175968632102, "loss_cls": 0.17470811679959297, "loss_mask": 0.2465338222682476, "loss_rpn_cls": 0.030843867105431855, "loss_rpn_loc": 0.06910999165847898, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051116247743174, "mask_rcnn/false_negative": 0.08362442878058371, "mask_rcnn/false_positive": 0.10791825819687215, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.000258698593825, "total_loss": 0.7398298063781112}
{"data_time": 0.021802653558552265, "eta_seconds": 171621.81095578708, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.27864100980997464, "fast_rcnn/fg_cls_accuracy": 0.6903215675718115, "iteration": 98279, "loss_box_reg": 0.2009886521846056, "loss_cls": 0.1640676660463214, "loss_mask": 0.23744641803205013, "loss_rpn_cls": 0.03213239600881934, "loss_rpn_loc": 0.07249621022492647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899123007905285, "mask_rcnn/false_negative": 0.09436450115566193, "mask_rcnn/false_positive": 0.12594944562876753, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.989746441366151, "total_loss": 0.7104403513949364}
{"data_time": 0.018503093859180808, "eta_seconds": 171595.08694321848, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31246582832148717, "fast_rcnn/fg_cls_accuracy": 0.6729474101218184, "iteration": 98299, "loss_box_reg": 0.22520615719258785, "loss_cls": 0.17517480440437794, "loss_mask": 0.24791065976023674, "loss_rpn_cls": 0.03296151349786669, "loss_rpn_loc": 0.075801613740623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924723637162277, "mask_rcnn/false_negative": 0.08141991913688282, "mask_rcnn/false_positive": 0.12709078640591667, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9882822022773325, "total_loss": 0.7706167018041015}
{"data_time": 0.016833988949656487, "eta_seconds": 171558.35314117372, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2970456484641638, "fast_rcnn/fg_cls_accuracy": 0.6898352888086643, "iteration": 98319, "loss_box_reg": 0.21981049329042435, "loss_cls": 0.17651404161006212, "loss_mask": 0.2446077037602663, "loss_rpn_cls": 0.03200892053428106, "loss_rpn_loc": 0.06322992214700207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971595943715088, "mask_rcnn/false_negative": 0.09507069095739015, "mask_rcnn/false_positive": 0.12032129388761428, "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": 1.0004203680437058, "total_loss": 0.7338979613268748}
{"data_time": 0.013891230104491115, "eta_seconds": 171538.3673125226, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28689046116257766, "fast_rcnn/fg_cls_accuracy": 0.6819963351318334, "iteration": 98339, "loss_box_reg": 0.21212809532880783, "loss_cls": 0.18268208019435406, "loss_mask": 0.24267443269491196, "loss_rpn_cls": 0.03392714075744152, "loss_rpn_loc": 0.07972941780462861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889040578603615, "mask_rcnn/false_negative": 0.09565224116162532, "mask_rcnn/false_positive": 0.12371596628335088, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9988638409413397, "total_loss": 0.717135640908964}
{"data_time": 0.021204141434282064, "eta_seconds": 171382.31356711127, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3424947535068664, "fast_rcnn/fg_cls_accuracy": 0.6238881401617251, "iteration": 98359, "loss_box_reg": 0.21490358375012875, "loss_cls": 0.17449565883725882, "loss_mask": 0.23834173195064068, "loss_rpn_cls": 0.03211794950766489, "loss_rpn_loc": 0.06377027207054198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878596143871562, "mask_rcnn/false_negative": 0.10116466122337334, "mask_rcnn/false_positive": 0.12196280771913781, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9828032203949988, "total_loss": 0.7368518933071755}
{"data_time": 0.020760303596034646, "eta_seconds": 171313.01835125312, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3038082607048124, "fast_rcnn/fg_cls_accuracy": 0.6806469298245614, "iteration": 98379, "loss_box_reg": 0.21043535880744457, "loss_cls": 0.17291056271642447, "loss_mask": 0.23710734769701958, "loss_rpn_cls": 0.027992423623800278, "loss_rpn_loc": 0.06197276059538126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851792547376094, "mask_rcnn/false_negative": 0.08073687559243398, "mask_rcnn/false_positive": 0.12781536785715059, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9834440560080111, "total_loss": 0.6954311872832477}
{"data_time": 0.0154802065808326, "eta_seconds": 171342.37361988053, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3154278154278154, "fast_rcnn/fg_cls_accuracy": 0.6489379903698091, "iteration": 98399, "loss_box_reg": 0.22073390893638134, "loss_cls": 0.18256376590579748, "loss_mask": 0.23888077773153782, "loss_rpn_cls": 0.032194354687817395, "loss_rpn_loc": 0.0732002534205094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952449332684689, "mask_rcnn/false_negative": 0.09795084305051409, "mask_rcnn/false_positive": 0.11276415570202068, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0046634816098958, "total_loss": 0.7374173857970163}
{"data_time": 0.01489853486418724, "eta_seconds": 171367.16906930786, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3182278481012658, "fast_rcnn/fg_cls_accuracy": 0.6619607843137254, "iteration": 98419, "loss_box_reg": 0.21196534391492605, "loss_cls": 0.17764679994434118, "loss_mask": 0.24624574929475784, "loss_rpn_cls": 0.035865389567334205, "loss_rpn_loc": 0.077665297081694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847006682419802, "mask_rcnn/false_negative": 0.10570161634106223, "mask_rcnn/false_positive": 0.1290017409864465, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 205.875, "rpn/num_pos_anchors": 50.125, "time": 1.0235257265157998, "total_loss": 0.7589786087628454}
{"data_time": 0.020434335805475712, "eta_seconds": 171372.90151057765, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.26315789473684215, "fast_rcnn/fg_cls_accuracy": 0.6981725044995155, "iteration": 98439, "loss_box_reg": 0.1942443000152707, "loss_cls": 0.1574841057881713, "loss_mask": 0.23456717655062675, "loss_rpn_cls": 0.030029420246137306, "loss_rpn_loc": 0.06737151264678687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997156333026772, "mask_rcnn/false_negative": 0.08289839331050217, "mask_rcnn/false_positive": 0.10863845153338825, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9765467988327146, "total_loss": 0.6812603544676676}
{"data_time": 0.0176571705378592, "eta_seconds": 171418.4523406159, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3134661628306424, "fast_rcnn/fg_cls_accuracy": 0.6644794721407625, "iteration": 98459, "loss_box_reg": 0.22321091033518314, "loss_cls": 0.18157026264816523, "loss_mask": 0.24146323837339878, "loss_rpn_cls": 0.03223501634784043, "loss_rpn_loc": 0.06804908532649279, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916359629639308, "mask_rcnn/false_negative": 0.09397177944927447, "mask_rcnn/false_positive": 0.13204550142617366, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.037941302638501, "total_loss": 0.7632552504073828}
{"data_time": 0.023043546359986067, "eta_seconds": 171541.16333305836, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.3083479020979021, "fast_rcnn/fg_cls_accuracy": 0.68546826625387, "iteration": 98479, "loss_box_reg": 0.21951617393642664, "loss_cls": 0.17518881428986788, "loss_mask": 0.23892337828874588, "loss_rpn_cls": 0.03653866099193692, "loss_rpn_loc": 0.07995414466131479, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064668225109949, "mask_rcnn/false_negative": 0.09573039593406568, "mask_rcnn/false_positive": 0.10480036335841852, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0051301708444953, "total_loss": 0.753733929945156}
{"data_time": 0.02058323798701167, "eta_seconds": 171682.48246063013, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27304341954217026, "fast_rcnn/fg_cls_accuracy": 0.6968374624624625, "iteration": 98499, "loss_box_reg": 0.23123591765761375, "loss_cls": 0.17941059730947018, "loss_mask": 0.248219171538949, "loss_rpn_cls": 0.03623097529634833, "loss_rpn_loc": 0.09645232325419784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901831289386072, "mask_rcnn/false_negative": 0.0957403713713054, "mask_rcnn/false_positive": 0.1262527086495492, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0614622463472188, "total_loss": 0.7983347044792026}
{"data_time": 0.014380467589944601, "eta_seconds": 171607.217329368, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.29976270240089337, "fast_rcnn/fg_cls_accuracy": 0.6601202574525745, "iteration": 98519, "loss_box_reg": 0.20937153324484825, "loss_cls": 0.17063784506171942, "loss_mask": 0.2417373526841402, "loss_rpn_cls": 0.03091765072895214, "loss_rpn_loc": 0.06013948819600046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835597120234626, "mask_rcnn/false_negative": 0.10727545265605301, "mask_rcnn/false_positive": 0.13787138712914562, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9988964763469994, "total_loss": 0.7468389933928847}
{"data_time": 0.013977681985124946, "eta_seconds": 171664.8891142849, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34315031982942434, "fast_rcnn/fg_cls_accuracy": 0.6434568230277186, "iteration": 98539, "loss_box_reg": 0.2127397432923317, "loss_cls": 0.18279859237372875, "loss_mask": 0.24616043642163277, "loss_rpn_cls": 0.032727976562455297, "loss_rpn_loc": 0.07019397825933993, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034208369206818, "mask_rcnn/false_negative": 0.08345821432810924, "mask_rcnn/false_positive": 0.11600615946768875, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0029441369697452, "total_loss": 0.7427469475660473}
{"data_time": 0.015136624919250607, "eta_seconds": 171641.09638020396, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3126812204201508, "fast_rcnn/fg_cls_accuracy": 0.6731017453280207, "iteration": 98559, "loss_box_reg": 0.21437826193869114, "loss_cls": 0.17024043761193752, "loss_mask": 0.23854159004986286, "loss_rpn_cls": 0.030873857089318335, "loss_rpn_loc": 0.08018413092941046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863981740046343, "mask_rcnn/false_negative": 0.10154140870612838, "mask_rcnn/false_positive": 0.12383118658627494, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0046107375528663, "total_loss": 0.7385113690397702}
{"data_time": 0.015235376078635454, "eta_seconds": 171567.8687363444, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27174765988453564, "fast_rcnn/fg_cls_accuracy": 0.6689128481581312, "iteration": 98579, "loss_box_reg": 0.2293344084173441, "loss_cls": 0.19251609034836292, "loss_mask": 0.24698709696531296, "loss_rpn_cls": 0.035242066252976656, "loss_rpn_loc": 0.0788667012238875, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081200829810314, "mask_rcnn/false_negative": 0.08105650571574399, "mask_rcnn/false_positive": 0.09895989038072871, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9976138803176582, "total_loss": 0.7801712837535888}
{"data_time": 0.012966562062501907, "eta_seconds": 171516.30446533673, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2947154471544715, "fast_rcnn/fg_cls_accuracy": 0.6454183604336043, "iteration": 98599, "loss_box_reg": 0.22033067885786295, "loss_cls": 0.1786068817600608, "loss_mask": 0.24804126285016537, "loss_rpn_cls": 0.03956249845214188, "loss_rpn_loc": 0.07553024007938802, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013252290712204, "mask_rcnn/false_negative": 0.08486501651865064, "mask_rcnn/false_positive": 0.10465084117252359, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0076876913663, "total_loss": 0.7531516572926193}
{"data_time": 0.02185465209186077, "eta_seconds": 171562.35477610957, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.32648690400954994, "fast_rcnn/fg_cls_accuracy": 0.6285501473493313, "iteration": 98619, "loss_box_reg": 0.221106868237257, "loss_cls": 0.19925241824239492, "loss_mask": 0.242455268278718, "loss_rpn_cls": 0.03863986092619598, "loss_rpn_loc": 0.07919979785219766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930595473447793, "mask_rcnn/false_negative": 0.08235700890213754, "mask_rcnn/false_positive": 0.1283513580032026, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0125802101101726, "total_loss": 0.7982847758103162}
{"data_time": 0.013132292544469237, "eta_seconds": 171507.81697969884, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.31777540106951874, "fast_rcnn/fg_cls_accuracy": 0.6671855670103093, "iteration": 98639, "loss_box_reg": 0.21706979721784592, "loss_cls": 0.1860203519463539, "loss_mask": 0.2378249280154705, "loss_rpn_cls": 0.03992353787180036, "loss_rpn_loc": 0.07925212383270264, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052494149906738, "mask_rcnn/false_negative": 0.0831291291451598, "mask_rcnn/false_positive": 0.10112228713093505, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9988035012502223, "total_loss": 0.7761845387867652}
{"data_time": 0.015728584257885814, "eta_seconds": 171522.31221460272, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.26903128659862807, "fast_rcnn/fg_cls_accuracy": 0.7109056940494116, "iteration": 98659, "loss_box_reg": 0.20032851304858923, "loss_cls": 0.1672896440140903, "loss_mask": 0.24819942750036716, "loss_rpn_cls": 0.039066091645509005, "loss_rpn_loc": 0.07051544496789575, "lr": 0.0001, "mask_rcnn/accuracy": 0.908701781627983, "mask_rcnn/false_negative": 0.07715608679104621, "mask_rcnn/false_positive": 0.10435787680686975, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.9676346282940358, "total_loss": 0.7330412010196596}
{"data_time": 0.01728641358204186, "eta_seconds": 171738.01429009996, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3121276697348471, "fast_rcnn/fg_cls_accuracy": 0.6422407645129082, "iteration": 98679, "loss_box_reg": 0.1987560037523508, "loss_cls": 0.17853874154388905, "loss_mask": 0.22975951060652733, "loss_rpn_cls": 0.03581702278461307, "loss_rpn_loc": 0.07373607880435884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988094577546111, "mask_rcnn/false_negative": 0.07932577826322706, "mask_rcnn/false_positive": 0.11694344914948951, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0153908976353705, "total_loss": 0.7358133773086593}
{"data_time": 0.01701226527802646, "eta_seconds": 171502.87446796428, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28877379619260923, "fast_rcnn/fg_cls_accuracy": 0.6421741925116504, "iteration": 98699, "loss_box_reg": 0.21690266765654087, "loss_cls": 0.17920859344303608, "loss_mask": 0.25509472005069256, "loss_rpn_cls": 0.037763181258924305, "loss_rpn_loc": 0.07409169082529843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946351660582932, "mask_rcnn/false_negative": 0.09404520194160279, "mask_rcnn/false_positive": 0.12293975650906691, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9863584912382066, "total_loss": 0.7832020990317687}
{"data_time": 0.025434526847675443, "eta_seconds": 171602.33251176775, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31032577359215835, "fast_rcnn/fg_cls_accuracy": 0.6386007316435851, "iteration": 98719, "loss_box_reg": 0.20905086398124695, "loss_cls": 0.16964383516460657, "loss_mask": 0.2308343444019556, "loss_rpn_cls": 0.025530117563903332, "loss_rpn_loc": 0.06166101622511633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854321103941443, "mask_rcnn/false_negative": 0.08553327392449445, "mask_rcnn/false_positive": 0.13238482670855772, "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": 1.0157565351109952, "total_loss": 0.7167816098663025}
{"data_time": 0.01861933944746852, "eta_seconds": 171582.29487368837, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3184117217645218, "fast_rcnn/fg_cls_accuracy": 0.6608536548331259, "iteration": 98739, "loss_box_reg": 0.22177018225193024, "loss_cls": 0.18355748895555735, "loss_mask": 0.23277492076158524, "loss_rpn_cls": 0.03450939082540572, "loss_rpn_loc": 0.07537040661554784, "lr": 0.0001, "mask_rcnn/accuracy": 0.88570599797326, "mask_rcnn/false_negative": 0.10471387198850468, "mask_rcnn/false_positive": 0.12781857087109738, "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": 0.9986783503554761, "total_loss": 0.7457827684702352}
{"data_time": 0.015641955425962806, "eta_seconds": 171506.28939765505, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2575612207602339, "fast_rcnn/fg_cls_accuracy": 0.6905241935483871, "iteration": 98759, "loss_box_reg": 0.2033026833087206, "loss_cls": 0.17801987379789352, "loss_mask": 0.23828369192779064, "loss_rpn_cls": 0.03605172224342823, "loss_rpn_loc": 0.07753611262887716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901612643840003, "mask_rcnn/false_negative": 0.09509945179407855, "mask_rcnn/false_positive": 0.11852888370393694, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9951305228751153, "total_loss": 0.7259950836887583}
{"data_time": 0.013206852599978447, "eta_seconds": 171426.2261139881, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29811177507836994, "fast_rcnn/fg_cls_accuracy": 0.676582532051282, "iteration": 98779, "loss_box_reg": 0.23387733660638332, "loss_cls": 0.18977810442447662, "loss_mask": 0.24654131196439266, "loss_rpn_cls": 0.03816448780708015, "loss_rpn_loc": 0.07291090209037066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933918945637696, "mask_rcnn/false_negative": 0.09649135797996866, "mask_rcnn/false_positive": 0.11204052463531991, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.976036029169336, "total_loss": 0.810063159558922}
{"data_time": 0.016911593033000827, "eta_seconds": 171232.39909932017, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.33166831154706033, "fast_rcnn/fg_cls_accuracy": 0.630576179664969, "iteration": 98799, "loss_box_reg": 0.23164292611181736, "loss_cls": 0.17762538697570562, "loss_mask": 0.24753133207559586, "loss_rpn_cls": 0.04203614639118314, "loss_rpn_loc": 0.07680670847184956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975698739091597, "mask_rcnn/false_negative": 0.09685467392408345, "mask_rcnn/false_positive": 0.12455010641348581, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9619214558042586, "total_loss": 0.8089369456283748}
{"data_time": 0.014672482153400779, "eta_seconds": 171178.75226964243, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3144581407293272, "fast_rcnn/fg_cls_accuracy": 0.6855418592706728, "iteration": 98819, "loss_box_reg": 0.21313545759767294, "loss_cls": 0.172771199606359, "loss_mask": 0.25250595808029175, "loss_rpn_cls": 0.04308915208093822, "loss_rpn_loc": 0.08968429593369365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983031375165187, "mask_rcnn/false_negative": 0.09594881061311822, "mask_rcnn/false_positive": 0.11803056053382682, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9871188779361546, "total_loss": 0.7639757927972823}
{"data_time": 0.015831017401069403, "eta_seconds": 171229.31367266923, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2811271874944927, "fast_rcnn/fg_cls_accuracy": 0.6943358108984055, "iteration": 98839, "loss_box_reg": 0.21101249568164349, "loss_cls": 0.17669425811618567, "loss_mask": 0.236829636618495, "loss_rpn_cls": 0.027792770008090883, "loss_rpn_loc": 0.06652006274089217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974400743572768, "mask_rcnn/false_negative": 0.09468633137461498, "mask_rcnn/false_positive": 0.10005935107732196, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0104738376103342, "total_loss": 0.7586500705219805}
{"data_time": 0.014203459024429321, "eta_seconds": 171418.57580408454, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3009500993099494, "fast_rcnn/fg_cls_accuracy": 0.672576962733834, "iteration": 98859, "loss_box_reg": 0.21852011419832706, "loss_cls": 0.17939490266144276, "loss_mask": 0.24725828133523464, "loss_rpn_cls": 0.03452738397754729, "loss_rpn_loc": 0.07080727908760309, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990177636303789, "mask_rcnn/false_negative": 0.09451910764416578, "mask_rcnn/false_positive": 0.11260627501724783, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0167816849425435, "total_loss": 0.7782038595760241}
{"data_time": 0.015115828020498157, "eta_seconds": 171481.77334366366, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2892156862745098, "fast_rcnn/fg_cls_accuracy": 0.6631169709263016, "iteration": 98879, "loss_box_reg": 0.20077215507626534, "loss_cls": 0.17341357097029686, "loss_mask": 0.23785634338855743, "loss_rpn_cls": 0.03489203902427107, "loss_rpn_loc": 0.07113383756950498, "lr": 0.0001, "mask_rcnn/accuracy": 0.900540021077765, "mask_rcnn/false_negative": 0.08331698110611273, "mask_rcnn/false_positive": 0.11747897930174694, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.030349504435435, "total_loss": 0.714728920138441}
{"data_time": 0.017492864513769746, "eta_seconds": 171526.5872983262, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2773301593114814, "fast_rcnn/fg_cls_accuracy": 0.6406007751937985, "iteration": 98899, "loss_box_reg": 0.21435987018048763, "loss_cls": 0.17642196267843246, "loss_mask": 0.2339179590344429, "loss_rpn_cls": 0.03411370702087879, "loss_rpn_loc": 0.07950598606839776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950390687771171, "mask_rcnn/false_negative": 0.08494937456950559, "mask_rcnn/false_positive": 0.12086130028946046, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9989310449454933, "total_loss": 0.7389766772685107}
{"data_time": 0.025465687038376927, "eta_seconds": 171554.70201910473, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31112314915131817, "fast_rcnn/fg_cls_accuracy": 0.6614358974358974, "iteration": 98919, "loss_box_reg": 0.21354322787374258, "loss_cls": 0.17315602488815784, "loss_mask": 0.2346187513321638, "loss_rpn_cls": 0.033620602916926146, "loss_rpn_loc": 0.06577230605762452, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005353027875715, "mask_rcnn/false_negative": 0.08770362879530999, "mask_rcnn/false_positive": 0.10179953263329133, "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": 1.0355096550192684, "total_loss": 0.7588633042760193}
{"data_time": 0.017881617415696383, "eta_seconds": 171568.29135521315, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.33627019089574156, "fast_rcnn/fg_cls_accuracy": 0.6338807360819939, "iteration": 98939, "loss_box_reg": 0.21762815117835999, "loss_cls": 0.1773113301023841, "loss_mask": 0.2413321416825056, "loss_rpn_cls": 0.03292489773593843, "loss_rpn_loc": 0.07629532483406365, "lr": 0.0001, "mask_rcnn/accuracy": 0.890016981494979, "mask_rcnn/false_negative": 0.09333754789215346, "mask_rcnn/false_positive": 0.11684856607626806, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0150828075129539, "total_loss": 0.744307751301676}
{"data_time": 0.01374517846852541, "eta_seconds": 171524.2172500491, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.27902014339364967, "fast_rcnn/fg_cls_accuracy": 0.695067242755104, "iteration": 98959, "loss_box_reg": 0.19792433083057404, "loss_cls": 0.16290486883372068, "loss_mask": 0.24462350644171238, "loss_rpn_cls": 0.033771760179661214, "loss_rpn_loc": 0.07179155759513378, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978689940543146, "mask_rcnn/false_negative": 0.09364258715162307, "mask_rcnn/false_positive": 0.10184254905398979, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9889710310380906, "total_loss": 0.6963013891363516}
{"data_time": 0.019215864595025778, "eta_seconds": 171387.60142948478, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32983082823034576, "fast_rcnn/fg_cls_accuracy": 0.6522087718505805, "iteration": 98979, "loss_box_reg": 0.23079554922878742, "loss_cls": 0.19131443602964282, "loss_mask": 0.23827169463038445, "loss_rpn_cls": 0.034100999822840095, "loss_rpn_loc": 0.08622504910454154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895491991290398, "mask_rcnn/false_negative": 0.09361663175653251, "mask_rcnn/false_positive": 0.12358139257420905, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9933701097033918, "total_loss": 0.7740465146489441}
{"data_time": 0.016769855981692672, "eta_seconds": 171426.3379778713, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2625489388007418, "fast_rcnn/fg_cls_accuracy": 0.704705537076893, "iteration": 98999, "loss_box_reg": 0.22079383209347725, "loss_cls": 0.18171851988881826, "loss_mask": 0.23833610676229, "loss_rpn_cls": 0.04426543973386288, "loss_rpn_loc": 0.08428879850544035, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988781754217701, "mask_rcnn/false_negative": 0.09667429807029457, "mask_rcnn/false_positive": 0.1114258868784464, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 1.0031351626385003, "total_loss": 0.7758351123193279}
{"data_time": 0.013883595587685704, "eta_seconds": 171323.45708791632, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3354138529808991, "fast_rcnn/fg_cls_accuracy": 0.636056583345102, "iteration": 99019, "loss_box_reg": 0.21104895416647196, "loss_cls": 0.17465778533369303, "loss_mask": 0.2401179987937212, "loss_rpn_cls": 0.03890320402570069, "loss_rpn_loc": 0.09128196944948286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958063377433485, "mask_rcnn/false_negative": 0.09935550393693002, "mask_rcnn/false_positive": 0.11731428791827579, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9865226524416357, "total_loss": 0.7445747931487858}
{"data_time": 0.019030107418075204, "eta_seconds": 171339.99964602292, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3110814274233835, "fast_rcnn/fg_cls_accuracy": 0.6569940476190477, "iteration": 99039, "loss_box_reg": 0.19955759728327394, "loss_cls": 0.16329638753086329, "loss_mask": 0.23668016865849495, "loss_rpn_cls": 0.028236402198672295, "loss_rpn_loc": 0.0660222889855504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000281289909087, "mask_rcnn/false_negative": 0.09305287107655051, "mask_rcnn/false_positive": 0.11580363183718974, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0065346674527973, "total_loss": 0.6676710500614718}
{"data_time": 0.025686673587188125, "eta_seconds": 171385.02476383466, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3013539918334628, "fast_rcnn/fg_cls_accuracy": 0.633820025041399, "iteration": 99059, "loss_box_reg": 0.22342407517135143, "loss_cls": 0.19822846073657274, "loss_mask": 0.23171759955585003, "loss_rpn_cls": 0.03667840431444347, "loss_rpn_loc": 0.08791016088798642, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011294988032228, "mask_rcnn/false_negative": 0.08748193340016763, "mask_rcnn/false_positive": 0.11751002716066956, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0054478188976645, "total_loss": 0.7725355435395613}
{"data_time": 0.014132408192381263, "eta_seconds": 171299.91073641926, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3014435146443515, "fast_rcnn/fg_cls_accuracy": 0.6279280821917809, "iteration": 99079, "loss_box_reg": 0.22573743760585785, "loss_cls": 0.19716179370880127, "loss_mask": 0.25174362026154995, "loss_rpn_cls": 0.03640277264639735, "loss_rpn_loc": 0.06622070027515292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874101873874682, "mask_rcnn/false_negative": 0.10026249897984124, "mask_rcnn/false_positive": 0.12374873904482092, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.991593228885904, "total_loss": 0.7841357139404863}
{"data_time": 0.013804377987980843, "eta_seconds": 171243.2963874424, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2914174068926622, "fast_rcnn/fg_cls_accuracy": 0.6793203181489516, "iteration": 99099, "loss_box_reg": 0.21147175692021847, "loss_cls": 0.18129099532961845, "loss_mask": 0.24571506306529045, "loss_rpn_cls": 0.03409508126787841, "loss_rpn_loc": 0.07576994161354378, "lr": 0.0001, "mask_rcnn/accuracy": 0.896157995459147, "mask_rcnn/false_negative": 0.08453018390898392, "mask_rcnn/false_positive": 0.12913512883398998, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9870540879201144, "total_loss": 0.7637021369300783}
{"data_time": 0.014043579110875726, "eta_seconds": 171168.3360761404, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.34724277870613507, "fast_rcnn/fg_cls_accuracy": 0.6318321691984565, "iteration": 99119, "loss_box_reg": 0.2154314871877432, "loss_cls": 0.1870278250426054, "loss_mask": 0.2509596161544323, "loss_rpn_cls": 0.03895861795172095, "loss_rpn_loc": 0.06406742660328746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869579754370103, "mask_rcnn/false_negative": 0.0983726073034065, "mask_rcnn/false_positive": 0.13956306854692174, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9647920839488506, "total_loss": 0.7174246109789237}
{"data_time": 0.015360363060608506, "eta_seconds": 171170.07125213277, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.32573967354560385, "fast_rcnn/fg_cls_accuracy": 0.6437360525663278, "iteration": 99139, "loss_box_reg": 0.2152859903872013, "loss_cls": 0.18047197069972754, "loss_mask": 0.2509154472500086, "loss_rpn_cls": 0.02758734382223338, "loss_rpn_loc": 0.059897362254559994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961383723373519, "mask_rcnn/false_negative": 0.0910290632879305, "mask_rcnn/false_positive": 0.10777310385684552, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.004399774596095, "total_loss": 0.736532446462661}
{"data_time": 0.016857106937095523, "eta_seconds": 171017.3631426599, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2915743190105098, "fast_rcnn/fg_cls_accuracy": 0.6704966641957005, "iteration": 99159, "loss_box_reg": 0.19905528984963894, "loss_cls": 0.17623594123870134, "loss_mask": 0.24702947959303856, "loss_rpn_cls": 0.03199835208943114, "loss_rpn_loc": 0.0795099746901542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894948047529732, "mask_rcnn/false_negative": 0.08877365496178571, "mask_rcnn/false_positive": 0.11633395925157364, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9618508284911513, "total_loss": 0.7490209059324116}
{"data_time": 0.016418347600847483, "eta_seconds": 171036.55551225878, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30048342691148733, "fast_rcnn/fg_cls_accuracy": 0.6722777428515684, "iteration": 99179, "loss_box_reg": 0.22668959200382233, "loss_cls": 0.1932266429066658, "loss_mask": 0.23763994127511978, "loss_rpn_cls": 0.030583909945562482, "loss_rpn_loc": 0.07999623927753419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886013210447514, "mask_rcnn/false_negative": 0.09884647771828366, "mask_rcnn/false_positive": 0.11414536187594812, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0102025030646473, "total_loss": 0.7620929921977222}
{"data_time": 0.019668653141707182, "eta_seconds": 170897.07916434854, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3222816995650719, "fast_rcnn/fg_cls_accuracy": 0.6321490282319677, "iteration": 99199, "loss_box_reg": 0.21711239870637655, "loss_cls": 0.18660734593868256, "loss_mask": 0.23886016570031643, "loss_rpn_cls": 0.03928560912027024, "loss_rpn_loc": 0.07421601319219917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932806999279331, "mask_rcnn/false_negative": 0.08804289525945697, "mask_rcnn/false_positive": 0.11955579402635702, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0009315174538642, "total_loss": 0.7623340652789921}
{"data_time": 0.014717090409249067, "eta_seconds": 170765.83159364294, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2631271354073008, "fast_rcnn/fg_cls_accuracy": 0.7136539997717677, "iteration": 99219, "loss_box_reg": 0.21672131679952145, "loss_cls": 0.16751898266375065, "loss_mask": 0.23960392363369465, "loss_rpn_cls": 0.03024567198008299, "loss_rpn_loc": 0.06677060713991523, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045461182905764, "mask_rcnn/false_negative": 0.09348843254318655, "mask_rcnn/false_positive": 0.10528571300112691, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9685872159898281, "total_loss": 0.7478229940170422}
{"data_time": 0.014906388008967042, "eta_seconds": 170714.1393989604, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27127403846153847, "fast_rcnn/fg_cls_accuracy": 0.6758420022659388, "iteration": 99239, "loss_box_reg": 0.23725714720785618, "loss_cls": 0.20268274284899235, "loss_mask": 0.2534171063452959, "loss_rpn_cls": 0.042223868891596794, "loss_rpn_loc": 0.08058764645829797, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004688996810846, "mask_rcnn/false_negative": 0.09964519668515479, "mask_rcnn/false_positive": 0.10925041491304913, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9785508764907718, "total_loss": 0.8581373250344768}
{"data_time": 0.016898914705961943, "eta_seconds": 170566.0414090613, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3885264574919748, "fast_rcnn/fg_cls_accuracy": 0.5736442324677619, "iteration": 99259, "loss_box_reg": 0.22569400444626808, "loss_cls": 0.19270393811166286, "loss_mask": 0.2514747064560652, "loss_rpn_cls": 0.036815024504903704, "loss_rpn_loc": 0.07649788539856672, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871582005786719, "mask_rcnn/false_negative": 0.11125180659567876, "mask_rcnn/false_positive": 0.1135440792100244, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9788903780281544, "total_loss": 0.7806441129650921}
{"data_time": 0.021283266600221395, "eta_seconds": 170674.15014166385, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2963180571876224, "fast_rcnn/fg_cls_accuracy": 0.670487952400377, "iteration": 99279, "loss_box_reg": 0.2310827923938632, "loss_cls": 0.18106623366475105, "loss_mask": 0.23687748052179813, "loss_rpn_cls": 0.0319002642063424, "loss_rpn_loc": 0.06717591593042016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852195871667083, "mask_rcnn/false_negative": 0.09549449327317555, "mask_rcnn/false_positive": 0.11952417626953257, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0211630791891366, "total_loss": 0.7545019746175967}
{"data_time": 0.018169270595535636, "eta_seconds": 170685.83823067602, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3147007042253521, "fast_rcnn/fg_cls_accuracy": 0.6651932873838777, "iteration": 99299, "loss_box_reg": 0.21344708651304245, "loss_cls": 0.18148690834641457, "loss_mask": 0.24005957320332527, "loss_rpn_cls": 0.0316259142709896, "loss_rpn_loc": 0.07628288911655545, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898587542227517, "mask_rcnn/false_negative": 0.09368063632251095, "mask_rcnn/false_positive": 0.11870692523107325, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0031846235506237, "total_loss": 0.7248959161806852}
{"data_time": 0.01637081988155842, "eta_seconds": 170728.25714707375, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3283022370741669, "fast_rcnn/fg_cls_accuracy": 0.6536324949672553, "iteration": 99319, "loss_box_reg": 0.21666315104812384, "loss_cls": 0.18173623899929225, "loss_mask": 0.24678796902298927, "loss_rpn_cls": 0.036388031439855695, "loss_rpn_loc": 0.06371788831893355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849962051567111, "mask_rcnn/false_negative": 0.09789201705771906, "mask_rcnn/false_positive": 0.13586930285769794, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0268377719912678, "total_loss": 0.7425900828675367}
{"data_time": 0.0264831124804914, "eta_seconds": 170699.93092953227, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33453358460088845, "fast_rcnn/fg_cls_accuracy": 0.6391557535422928, "iteration": 99339, "loss_box_reg": 0.22185561060905457, "loss_cls": 0.18739705253392458, "loss_mask": 0.26164414547383785, "loss_rpn_cls": 0.03910585038829595, "loss_rpn_loc": 0.0699798611458391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905060371981686, "mask_rcnn/false_negative": 0.0910336384408447, "mask_rcnn/false_positive": 0.1226350828527582, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9909124542027712, "total_loss": 0.7669175898190588}
{"data_time": 0.01604352775029838, "eta_seconds": 170688.24583768845, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.28567379460208486, "fast_rcnn/fg_cls_accuracy": 0.6523579581086165, "iteration": 99359, "loss_box_reg": 0.238131919875741, "loss_cls": 0.18447677046060562, "loss_mask": 0.2409788491204381, "loss_rpn_cls": 0.03716612467542291, "loss_rpn_loc": 0.08108272426761687, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053080589842616, "mask_rcnn/false_negative": 0.07893090539789768, "mask_rcnn/false_positive": 0.11168823031104473, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9934182693250477, "total_loss": 0.7642222587019205}
{"data_time": 0.014080755645409226, "eta_seconds": 170696.1220470909, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3142191142191142, "fast_rcnn/fg_cls_accuracy": 0.6443029974720116, "iteration": 99379, "loss_box_reg": 0.22479147650301456, "loss_cls": 0.18445765785872936, "loss_mask": 0.23237387090921402, "loss_rpn_cls": 0.03365983540425077, "loss_rpn_loc": 0.08346135704778135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853909961212257, "mask_rcnn/false_negative": 0.10036128134050473, "mask_rcnn/false_positive": 0.1306731044532224, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9988519200123847, "total_loss": 0.7833193467231467}
{"data_time": 0.014913979917764664, "eta_seconds": 170648.23452830315, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33379373848987104, "fast_rcnn/fg_cls_accuracy": 0.6152909015273074, "iteration": 99399, "loss_box_reg": 0.2111258404329419, "loss_cls": 0.16602609120309353, "loss_mask": 0.24288446083664894, "loss_rpn_cls": 0.03678293223492801, "loss_rpn_loc": 0.07953873602673411, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822613574757769, "mask_rcnn/false_negative": 0.0986406043523026, "mask_rcnn/false_positive": 0.14195736220544686, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9976038711611181, "total_loss": 0.7726833114866167}
{"data_time": 0.015289995120838284, "eta_seconds": 170619.91221117787, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3281190936784293, "fast_rcnn/fg_cls_accuracy": 0.6452137283727242, "iteration": 99419, "loss_box_reg": 0.22424104809761047, "loss_cls": 0.1862709280103445, "loss_mask": 0.23625823855400085, "loss_rpn_cls": 0.032844432862475514, "loss_rpn_loc": 0.06509039271622896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943228974608266, "mask_rcnn/false_negative": 0.09858495263130294, "mask_rcnn/false_positive": 0.11606383672981713, "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": 1.0284144945908338, "total_loss": 0.7692866227589548}
{"data_time": 0.02004220406524837, "eta_seconds": 170608.22321891785, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28388704318936875, "fast_rcnn/fg_cls_accuracy": 0.6604985123565487, "iteration": 99439, "loss_box_reg": 0.22100956551730633, "loss_cls": 0.17745653167366982, "loss_mask": 0.23515067249536514, "loss_rpn_cls": 0.03440654557198286, "loss_rpn_loc": 0.07376119564287364, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014080866598163, "mask_rcnn/false_negative": 0.08331758801957351, "mask_rcnn/false_positive": 0.1143026094026447, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.995563478441909, "total_loss": 0.7667076408397406}
{"data_time": 0.015700369840487838, "eta_seconds": 170552.1733927494, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27839710492884695, "fast_rcnn/fg_cls_accuracy": 0.6901795598251308, "iteration": 99459, "loss_box_reg": 0.21390640549361706, "loss_cls": 0.1710671284236014, "loss_mask": 0.2439929712563753, "loss_rpn_cls": 0.030713746091350913, "loss_rpn_loc": 0.070930470013991, "lr": 0.0001, "mask_rcnn/accuracy": 0.899766234056455, "mask_rcnn/false_negative": 0.092529776070218, "mask_rcnn/false_positive": 0.13029061162216204, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0060764090158045, "total_loss": 0.7557714614085853}
{"data_time": 0.01683874800801277, "eta_seconds": 170532.17196512036, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.3043852023568048, "fast_rcnn/fg_cls_accuracy": 0.6916493560448691, "iteration": 99479, "loss_box_reg": 0.2313577262684703, "loss_cls": 0.19493085518479347, "loss_mask": 0.25475237146019936, "loss_rpn_cls": 0.031980621977709234, "loss_rpn_loc": 0.06742928037419915, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939936045390342, "mask_rcnn/false_negative": 0.08800180435668861, "mask_rcnn/false_positive": 0.11851195234585231, "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": 1.009347899351269, "total_loss": 0.8016299892915413}
{"data_time": 0.014885158743709326, "eta_seconds": 170400.54224582855, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.36411519514967794, "fast_rcnn/fg_cls_accuracy": 0.6076859054387145, "iteration": 99499, "loss_box_reg": 0.20958321914076805, "loss_cls": 0.17884353548288345, "loss_mask": 0.23220591060817242, "loss_rpn_cls": 0.03702871152199805, "loss_rpn_loc": 0.06734736356884241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964630874693472, "mask_rcnn/false_negative": 0.08805546104745102, "mask_rcnn/false_positive": 0.13646117316237763, "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": 1.0091305021196604, "total_loss": 0.7532925358973444}
{"data_time": 0.01723413565196097, "eta_seconds": 170419.9864549935, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2469966211988487, "fast_rcnn/fg_cls_accuracy": 0.7245527564804672, "iteration": 99519, "loss_box_reg": 0.20555016584694386, "loss_cls": 0.16689781099557877, "loss_mask": 0.2304708380252123, "loss_rpn_cls": 0.028887254069559276, "loss_rpn_loc": 0.07061873009661213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969305545219961, "mask_rcnn/false_negative": 0.08992009196330027, "mask_rcnn/false_positive": 0.1091128447749976, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 1.002958349417895, "total_loss": 0.7138814297504723}
{"data_time": 0.020387624390423298, "eta_seconds": 170311.06504687574, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2698342778227535, "fast_rcnn/fg_cls_accuracy": 0.6885490463215259, "iteration": 99539, "loss_box_reg": 0.20225464925169945, "loss_cls": 0.19081109762191772, "loss_mask": 0.23862113989889622, "loss_rpn_cls": 0.03753894625697285, "loss_rpn_loc": 0.07032790884841233, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007316450165935, "mask_rcnn/false_negative": 0.07933520013870933, "mask_rcnn/false_positive": 0.10835134190620449, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9720442404504865, "total_loss": 0.7326262311544269}
{"data_time": 0.017186174634844065, "eta_seconds": 170139.68437775038, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2892165113815262, "fast_rcnn/fg_cls_accuracy": 0.6962632553442181, "iteration": 99559, "loss_box_reg": 0.21805704943835735, "loss_cls": 0.17567550763487816, "loss_mask": 0.23759682476520538, "loss_rpn_cls": 0.03962005861103535, "loss_rpn_loc": 0.07895637536421418, "lr": 0.0001, "mask_rcnn/accuracy": 0.904383347110117, "mask_rcnn/false_negative": 0.08779950782514326, "mask_rcnn/false_positive": 0.09756287165394617, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9840151879470795, "total_loss": 0.7590189935581293}
{"data_time": 0.017557367216795683, "eta_seconds": 170088.3866206417, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26103876665169884, "fast_rcnn/fg_cls_accuracy": 0.6976889592402058, "iteration": 99579, "loss_box_reg": 0.20682417415082455, "loss_cls": 0.16580792516469955, "loss_mask": 0.233754544518888, "loss_rpn_cls": 0.032696754205971956, "loss_rpn_loc": 0.07119094830704853, "lr": 0.0001, "mask_rcnn/accuracy": 0.895572771646108, "mask_rcnn/false_negative": 0.07865757036862234, "mask_rcnn/false_positive": 0.1228915281165586, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9810748470481485, "total_loss": 0.7322534720879048}
{"data_time": 0.013124093879014254, "eta_seconds": 169907.36520700157, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.256434973786572, "fast_rcnn/fg_cls_accuracy": 0.7185666185666186, "iteration": 99599, "loss_box_reg": 0.20786402840167284, "loss_cls": 0.17289288341999054, "loss_mask": 0.23477499186992645, "loss_rpn_cls": 0.0291475597769022, "loss_rpn_loc": 0.06934719323180616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958642323208352, "mask_rcnn/false_negative": 0.08567428759647577, "mask_rcnn/false_positive": 0.10867082658184632, "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": 0.9396074539981782, "total_loss": 0.7307052918476984}
{"data_time": 0.016875150380656123, "eta_seconds": 169813.93418267835, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31003314071043153, "fast_rcnn/fg_cls_accuracy": 0.6647480872968303, "iteration": 99619, "loss_box_reg": 0.2199463676661253, "loss_cls": 0.17659754771739244, "loss_mask": 0.23952744528651237, "loss_rpn_cls": 0.029439772479236126, "loss_rpn_loc": 0.08127683331258595, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019379450650561, "mask_rcnn/false_negative": 0.09145259288389791, "mask_rcnn/false_positive": 0.09925104425639086, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9840854573994875, "total_loss": 0.7540870172670111}
{"data_time": 0.01537670404650271, "eta_seconds": 169794.00063012727, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3299694678169489, "fast_rcnn/fg_cls_accuracy": 0.6185324947589098, "iteration": 99639, "loss_box_reg": 0.21902522118762136, "loss_cls": 0.18857306893914938, "loss_mask": 0.24117752350866795, "loss_rpn_cls": 0.036048468318767846, "loss_rpn_loc": 0.06780708092264831, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013516604332931, "mask_rcnn/false_negative": 0.08406874000486186, "mask_rcnn/false_positive": 0.10936345599964102, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9994859220460057, "total_loss": 0.7729139222647063}
{"data_time": 0.015850540716201067, "eta_seconds": 169808.10701948125, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3234126984126984, "fast_rcnn/fg_cls_accuracy": 0.6316475095785441, "iteration": 99659, "loss_box_reg": 0.21091349236667156, "loss_cls": 0.16406104806810617, "loss_mask": 0.23664786107838154, "loss_rpn_cls": 0.03279091091826558, "loss_rpn_loc": 0.06293227639980614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942085738294022, "mask_rcnn/false_negative": 0.1007903924507032, "mask_rcnn/false_positive": 0.12113478456738926, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9864686718210578, "total_loss": 0.7139240172691643}
{"data_time": 0.02735583996400237, "eta_seconds": 169814.69026083127, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33823645866328794, "fast_rcnn/fg_cls_accuracy": 0.6445578231292517, "iteration": 99679, "loss_box_reg": 0.23689073231071234, "loss_cls": 0.17540318798273802, "loss_mask": 0.24314648285508156, "loss_rpn_cls": 0.037769565533380955, "loss_rpn_loc": 0.07892831088975072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851646015549077, "mask_rcnn/false_negative": 0.10322938588556077, "mask_rcnn/false_positive": 0.10925328852793412, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0343441900331527, "total_loss": 0.8226142264902592}
{"data_time": 0.019443258410319686, "eta_seconds": 169901.39111948665, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30768456375838926, "fast_rcnn/fg_cls_accuracy": 0.5905465587044534, "iteration": 99699, "loss_box_reg": 0.2229766584932804, "loss_cls": 0.1879267431795597, "loss_mask": 0.2446619961410761, "loss_rpn_cls": 0.03350382228381932, "loss_rpn_loc": 0.06496393564157188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893368375576036, "mask_rcnn/false_negative": 0.09053913455714384, "mask_rcnn/false_positive": 0.1375443510199268, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0003295298665762, "total_loss": 0.7490625099744648}
{"data_time": 0.02324166474863887, "eta_seconds": 169748.2943717111, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3138888888888889, "fast_rcnn/fg_cls_accuracy": 0.6480595757335448, "iteration": 99719, "loss_box_reg": 0.21847804728895426, "loss_cls": 0.1846323236823082, "loss_mask": 0.2396517377346754, "loss_rpn_cls": 0.03245744796004146, "loss_rpn_loc": 0.06893794005736709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926873191805458, "mask_rcnn/false_negative": 0.08877987696592132, "mask_rcnn/false_positive": 0.12264787554785933, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9993193065747619, "total_loss": 0.759709446458146}
{"data_time": 0.02331316564232111, "eta_seconds": 169713.81607167888, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3184478803839945, "fast_rcnn/fg_cls_accuracy": 0.6592388072381277, "iteration": 99739, "loss_box_reg": 0.20178885199129581, "loss_cls": 0.17954778485000134, "loss_mask": 0.2309319917112589, "loss_rpn_cls": 0.034915180411189795, "loss_rpn_loc": 0.07633051997981966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941361441287827, "mask_rcnn/false_negative": 0.09766617650100631, "mask_rcnn/false_positive": 0.11099953194381934, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9704711162485182, "total_loss": 0.7099211306776851}
{"data_time": 0.021175701403990388, "eta_seconds": 169652.8311893344, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.3042280677592618, "fast_rcnn/fg_cls_accuracy": 0.6876466946944881, "iteration": 99759, "loss_box_reg": 0.20580102317035198, "loss_cls": 0.1691880775615573, "loss_mask": 0.24501377157866955, "loss_rpn_cls": 0.031137383310124278, "loss_rpn_loc": 0.079537533223629, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079709137323693, "mask_rcnn/false_negative": 0.09720866317990277, "mask_rcnn/false_positive": 0.10103875189878281, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9789941194467247, "total_loss": 0.722720326622948}
{"data_time": 0.01969217788428068, "eta_seconds": 169738.5457293084, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.30381439111893316, "fast_rcnn/fg_cls_accuracy": 0.6276490394137453, "iteration": 99779, "loss_box_reg": 0.20626233331859112, "loss_cls": 0.1748997550457716, "loss_mask": 0.24852021038532257, "loss_rpn_cls": 0.043722273549064994, "loss_rpn_loc": 0.07860287092626095, "lr": 0.0001, "mask_rcnn/accuracy": 0.888715771118574, "mask_rcnn/false_negative": 0.0922949388452687, "mask_rcnn/false_positive": 0.13957435142489424, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0328892834950238, "total_loss": 0.7482527003157884}
{"data_time": 0.014803209574893117, "eta_seconds": 169765.2800923679, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.28372880391487426, "fast_rcnn/fg_cls_accuracy": 0.6927549897846927, "iteration": 99799, "loss_box_reg": 0.21502285916358232, "loss_cls": 0.16193975694477558, "loss_mask": 0.23136568441987038, "loss_rpn_cls": 0.03168815412209369, "loss_rpn_loc": 0.07595620048232377, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998286236634981, "mask_rcnn/false_negative": 0.08182469747166499, "mask_rcnn/false_positive": 0.11895999588196457, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9955634805373847, "total_loss": 0.7415921639185399}
{"data_time": 0.01665436732582748, "eta_seconds": 169863.3741528308, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.33088760779455906, "fast_rcnn/fg_cls_accuracy": 0.6422772006560962, "iteration": 99819, "loss_box_reg": 0.22920283768326044, "loss_cls": 0.19749287609010935, "loss_mask": 0.23965870216488838, "loss_rpn_cls": 0.03250017040409148, "loss_rpn_loc": 0.07695230678655207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971856457706942, "mask_rcnn/false_negative": 0.08986167779677462, "mask_rcnn/false_positive": 0.12216384430252542, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0128898271359503, "total_loss": 0.7700984047260135}
{"data_time": 0.022744262125343084, "eta_seconds": 169698.8358292915, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.279004285856673, "fast_rcnn/fg_cls_accuracy": 0.6926268314561945, "iteration": 99839, "loss_box_reg": 0.20867049880325794, "loss_cls": 0.16871286742389202, "loss_mask": 0.2364940196275711, "loss_rpn_cls": 0.03500314778648317, "loss_rpn_loc": 0.06913238216657192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954951736930601, "mask_rcnn/false_negative": 0.08538077636076527, "mask_rcnn/false_positive": 0.12410582371746562, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9691949689295143, "total_loss": 0.7411233318271115}
{"data_time": 0.014283010503277183, "eta_seconds": 169803.13120787498, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2783284368908048, "fast_rcnn/fg_cls_accuracy": 0.6859318996415771, "iteration": 99859, "loss_box_reg": 0.22488624788820744, "loss_cls": 0.18695975467562675, "loss_mask": 0.24097838811576366, "loss_rpn_cls": 0.036873416043818, "loss_rpn_loc": 0.06741953175514936, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009187140732522, "mask_rcnn/false_negative": 0.08414194294755292, "mask_rcnn/false_positive": 0.10594392865902028, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0683421136345714, "total_loss": 0.751412344397977}
{"data_time": 0.017764940857887268, "eta_seconds": 169709.8833054118, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.34752567693744163, "fast_rcnn/fg_cls_accuracy": 0.6064052287581699, "iteration": 99879, "loss_box_reg": 0.23396247252821922, "loss_cls": 0.19591957703232765, "loss_mask": 0.26609104312956333, "loss_rpn_cls": 0.03707870456855744, "loss_rpn_loc": 0.07245387544389814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856763553353078, "mask_rcnn/false_negative": 0.09897197536775812, "mask_rcnn/false_positive": 0.12879727566951282, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0142438726034015, "total_loss": 0.8168362343567424}
{"data_time": 0.01638180110603571, "eta_seconds": 169665.53550946992, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.28860617039964864, "fast_rcnn/fg_cls_accuracy": 0.6756002974925627, "iteration": 99899, "loss_box_reg": 0.2193171177059412, "loss_cls": 0.1832323456183076, "loss_mask": 0.24698075093328953, "loss_rpn_cls": 0.0387980486266315, "loss_rpn_loc": 0.07850904925726354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944306850766468, "mask_rcnn/false_negative": 0.09189533269058829, "mask_rcnn/false_positive": 0.1204053772407569, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9873807996045798, "total_loss": 0.7825058669550344}
{"data_time": 0.015213066944852471, "eta_seconds": 169558.33374012262, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.32823805578569454, "fast_rcnn/fg_cls_accuracy": 0.6662800331400165, "iteration": 99919, "loss_box_reg": 0.2120195720344782, "loss_cls": 0.1844713306054473, "loss_mask": 0.2410154826939106, "loss_rpn_cls": 0.031667809817008674, "loss_rpn_loc": 0.06451137131080031, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971726637083405, "mask_rcnn/false_negative": 0.10148742750917711, "mask_rcnn/false_positive": 0.1145322848892833, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9928134505171329, "total_loss": 0.7557977072428912}
{"data_time": 0.014133047079667449, "eta_seconds": 169514.45765975397, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2893695964156953, "fast_rcnn/fg_cls_accuracy": 0.6645714957064126, "iteration": 99939, "loss_box_reg": 0.2186615727841854, "loss_cls": 0.1792092379182577, "loss_mask": 0.2521094623953104, "loss_rpn_cls": 0.034654188551940024, "loss_rpn_loc": 0.06884801003616303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923235704007021, "mask_rcnn/false_negative": 0.08735710400073893, "mask_rcnn/false_positive": 0.126544868856183, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9951054125558585, "total_loss": 0.7350348256295547}
{"data_time": 0.02468675561249256, "eta_seconds": 169559.0548455622, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.29399006864320143, "fast_rcnn/fg_cls_accuracy": 0.678240641020118, "iteration": 99959, "loss_box_reg": 0.21221879124641418, "loss_cls": 0.17570185754448175, "loss_mask": 0.23040263541042805, "loss_rpn_cls": 0.03539106994867325, "loss_rpn_loc": 0.06316348898690194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990538713839235, "mask_rcnn/false_negative": 0.0951896475427829, "mask_rcnn/false_positive": 0.10921338142463913, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0287454284261912, "total_loss": 0.7222857200540602}
{"data_time": 0.02111059008166194, "eta_seconds": 169585.73984315153, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31977998274374464, "fast_rcnn/fg_cls_accuracy": 0.6286226580796253, "iteration": 99979, "loss_box_reg": 0.22658657655119896, "loss_cls": 0.18406334146857262, "loss_mask": 0.23982776515185833, "loss_rpn_cls": 0.034679720643907785, "loss_rpn_loc": 0.06287955353036523, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057432605046958, "mask_rcnn/false_negative": 0.08990291786111683, "mask_rcnn/false_positive": 0.09419265504303925, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.005751881049946, "total_loss": 0.7567683272063732}
{"bbox/AP": 40.85093943191496, "bbox/AP-airplane": 63.34665235934097, "bbox/AP-apple": 21.88400749802221, "bbox/AP-backpack": 16.864353862815122, "bbox/AP-banana": 25.315507425489937, "bbox/AP-baseball bat": 31.546269046401033, "bbox/AP-baseball glove": 40.038962645104746, "bbox/AP-bear": 71.07531818052438, "bbox/AP-bed": 42.54461795972258, "bbox/AP-bench": 23.534715548342405, "bbox/AP-bicycle": 29.754063547373537, "bbox/AP-bird": 36.894790601355396, "bbox/AP-boat": 26.793075218024683, "bbox/AP-book": 15.271034626282981, "bbox/AP-bottle": 38.66169594769642, "bbox/AP-bowl": 40.79603544940182, "bbox/AP-broccoli": 21.830387411099867, "bbox/AP-bus": 62.539433627754725, "bbox/AP-cake": 37.72767364577503, "bbox/AP-car": 44.6645058357085, "bbox/AP-carrot": 18.354589514043468, "bbox/AP-cat": 65.84249075052628, "bbox/AP-cell phone": 36.02398358295561, "bbox/AP-chair": 27.76988482917674, "bbox/AP-clock": 51.78668669278525, "bbox/AP-couch": 41.20714086999494, "bbox/AP-cow": 58.86335299380332, "bbox/AP-cup": 41.1427704479343, "bbox/AP-dining table": 26.19817903775525, "bbox/AP-dog": 62.39290432565496, "bbox/AP-donut": 45.40036441915552, "bbox/AP-elephant": 60.06738656161509, "bbox/AP-fire hydrant": 67.74829920156986, "bbox/AP-fork": 32.25644720353544, "bbox/AP-frisbee": 65.7362480127145, "bbox/AP-giraffe": 64.71834743449311, "bbox/AP-hair drier": 1.410891089108911, "bbox/AP-handbag": 12.197794932171256, "bbox/AP-horse": 55.49140631743118, "bbox/AP-hot dog": 34.13737315061478, "bbox/AP-keyboard": 48.269509879427794, "bbox/AP-kite": 44.00921908456985, "bbox/AP-knife": 15.598604416569723, "bbox/AP-laptop": 58.472222939146114, "bbox/AP-microwave": 53.101443763579205, "bbox/AP-motorcycle": 43.2162667783607, "bbox/AP-mouse": 58.54377895296344, "bbox/AP-orange": 28.85518931828664, "bbox/AP-oven": 31.583647892957845, "bbox/AP-parking meter": 49.254370275689055, "bbox/AP-person": 54.31135199133116, "bbox/AP-pizza": 49.41683512723248, "bbox/AP-potted plant": 27.143979535793505, "bbox/AP-refrigerator": 51.14119408737149, "bbox/AP-remote": 35.248655922992924, "bbox/AP-sandwich": 30.595189098886166, "bbox/AP-scissors": 21.281506434140258, "bbox/AP-sheep": 52.367674463746496, "bbox/AP-sink": 36.37780716831721, "bbox/AP-skateboard": 49.2918589225497, "bbox/AP-skis": 21.369881122219926, "bbox/AP-snowboard": 36.49153202642503, "bbox/AP-spoon": 14.883700865209207, "bbox/AP-sports ball": 48.42865750821868, "bbox/AP-stop sign": 64.79213647400816, "bbox/AP-suitcase": 38.488378260198274, "bbox/AP-surfboard": 37.11881201704128, "bbox/AP-teddy bear": 46.312634775591725, "bbox/AP-tennis racket": 48.938272889803834, "bbox/AP-tie": 32.42100027303056, "bbox/AP-toaster": 47.723020422342984, "bbox/AP-toilet": 57.95003485864421, "bbox/AP-toothbrush": 25.315691704301813, "bbox/AP-traffic light": 27.98078692665914, "bbox/AP-train": 55.98156203607394, "bbox/AP-truck": 35.36595876226537, "bbox/AP-tv": 54.98933881439798, "bbox/AP-umbrella": 37.40328059196726, "bbox/AP-vase": 37.29415853916548, "bbox/AP-wine glass": 37.45652273351125, "bbox/AP-zebra": 63.45984509493299, "bbox/AP50": 63.096120407859225, "bbox/AP75": 44.68517269071953, "bbox/APl": 52.30816973260779, "bbox/APm": 44.01585625694753, "bbox/APs": 26.621138224766263, "data_time": 0.01547514135017991, "eta_seconds": 169593.11913931742, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32966226138032306, "fast_rcnn/fg_cls_accuracy": 0.6562731997030438, "iteration": 99999, "loss_box_reg": 0.19708690233528614, "loss_cls": 0.16622585710138083, "loss_mask": 0.2423091884702444, "loss_rpn_cls": 0.034368374734185636, "loss_rpn_loc": 0.07106149848550558, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913259523663823, "mask_rcnn/false_negative": 0.08604392163208685, "mask_rcnn/false_positive": 0.12170530328064771, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "segm/AP": 38.264376737778676, "segm/AP-airplane": 51.68968603346818, "segm/AP-apple": 21.45863227437566, "segm/AP-backpack": 16.89994567437046, "segm/AP-banana": 20.976518919496385, "segm/AP-baseball bat": 28.789808336731426, "segm/AP-baseball glove": 42.620932811906464, "segm/AP-bear": 72.12550415591369, "segm/AP-bed": 33.43619092018348, "segm/AP-bench": 17.083272167432114, "segm/AP-bicycle": 17.724944985696776, "segm/AP-bird": 32.690963897533685, "segm/AP-boat": 24.38019840484943, "segm/AP-book": 9.919129681659934, "segm/AP-bottle": 37.97013941928702, "segm/AP-bowl": 39.33285138570663, "segm/AP-broccoli": 20.352143940991844, "segm/AP-bus": 63.68536462733388, "segm/AP-cake": 38.38194948343066, "segm/AP-car": 42.45824151140736, "segm/AP-carrot": 16.380671664821676, "segm/AP-cat": 67.80071527399036, "segm/AP-cell phone": 35.541198343226434, "segm/AP-chair": 19.324264507163026, "segm/AP-clock": 52.80588045852169, "segm/AP-couch": 37.012523875310976, "segm/AP-cow": 52.49373166809007, "segm/AP-cup": 41.88968602856839, "segm/AP-dining table": 16.098022510321425, "segm/AP-dog": 61.45185864871991, "segm/AP-donut": 48.72265212213867, "segm/AP-elephant": 56.39130382667845, "segm/AP-fire hydrant": 64.91902847296876, "segm/AP-fork": 15.83971144602554, "segm/AP-frisbee": 65.32426085193566, "segm/AP-giraffe": 52.48578804629348, "segm/AP-hair drier": 2.893659558263519, "segm/AP-handbag": 11.78836467499694, "segm/AP-horse": 41.58315417990002, "segm/AP-hot dog": 27.822106338914143, "segm/AP-keyboard": 48.97116271465889, "segm/AP-kite": 33.337721189502446, "segm/AP-knife": 9.232077977392278, "segm/AP-laptop": 60.15217116555852, "segm/AP-microwave": 54.711329974803, "segm/AP-motorcycle": 33.5808739192556, "segm/AP-mouse": 60.60587206893998, "segm/AP-orange": 30.74798832975365, "segm/AP-oven": 30.609580720859498, "segm/AP-parking meter": 49.753927267601526, "segm/AP-person": 48.43148558878093, "segm/AP-pizza": 49.83924850703442, "segm/AP-potted plant": 24.164510953329394, "segm/AP-refrigerator": 54.2696145085802, "segm/AP-remote": 34.14554281315437, "segm/AP-sandwich": 35.16809301156153, "segm/AP-scissors": 17.652601882613705, "segm/AP-sheep": 47.80853358134426, "segm/AP-sink": 35.99258406295336, "segm/AP-skateboard": 32.095270390064684, "segm/AP-skis": 3.7536893087813406, "segm/AP-snowboard": 23.80936450343435, "segm/AP-spoon": 9.926031356417669, "segm/AP-sports ball": 48.41212026221461, "segm/AP-stop sign": 67.17317668397385, "segm/AP-suitcase": 41.575199581434205, "segm/AP-surfboard": 32.06068537142412, "segm/AP-teddy bear": 46.19087023437935, "segm/AP-tennis racket": 56.30881709653918, "segm/AP-tie": 31.591778287043997, "segm/AP-toaster": 53.884401598054545, "segm/AP-toilet": 59.05791728472376, "segm/AP-toothbrush": 20.732295141412845, "segm/AP-traffic light": 27.914723782309558, "segm/AP-train": 58.46429337176181, "segm/AP-truck": 36.05085433386359, "segm/AP-tv": 58.01050505084103, "segm/AP-umbrella": 45.692372224221415, "segm/AP-vase": 38.71113440597321, "segm/AP-wine glass": 33.57696137396561, "segm/AP-zebra": 56.43775601315761, "segm/AP50": 60.60695465236082, "segm/AP75": 40.98417596188251, "segm/APl": 53.98537416568598, "segm/APm": 40.847819799509985, "segm/APs": 21.098251264165217, "time": 1.0421596677042544, "total_loss": 0.7281640291912481}
{"data_time": 0.02325534843839705, "eta_seconds": 169660.99561025854, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2859300947867298, "fast_rcnn/fg_cls_accuracy": 0.6706382601762856, "iteration": 100019, "loss_box_reg": 0.21133311837911606, "loss_cls": 0.17989479005336761, "loss_mask": 0.23405488580465317, "loss_rpn_cls": 0.039024636847898364, "loss_rpn_loc": 0.07200378086417913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952180365915836, "mask_rcnn/false_negative": 0.09226285806505852, "mask_rcnn/false_positive": 0.1206795737027552, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0044136429205537, "total_loss": 0.746798591921106}
{"data_time": 0.012854218017309904, "eta_seconds": 169548.1363771204, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.252599890530925, "fast_rcnn/fg_cls_accuracy": 0.6805998261373516, "iteration": 100039, "loss_box_reg": 0.19880750868469477, "loss_cls": 0.16263248585164547, "loss_mask": 0.23395017720758915, "loss_rpn_cls": 0.03429088741540909, "loss_rpn_loc": 0.0727755082771182, "lr": 0.0001, "mask_rcnn/accuracy": 0.91054685549203, "mask_rcnn/false_negative": 0.0773048585692663, "mask_rcnn/false_positive": 0.12357661100345424, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.962920640129596, "total_loss": 0.70403837232152}
{"data_time": 0.03296595253050327, "eta_seconds": 169479.4320688164, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.33261841606669196, "fast_rcnn/fg_cls_accuracy": 0.6354452444107617, "iteration": 100059, "loss_box_reg": 0.22130308113992214, "loss_cls": 0.17411867063492537, "loss_mask": 0.24174608290195465, "loss_rpn_cls": 0.033015650464221835, "loss_rpn_loc": 0.06774057645816356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886696714165663, "mask_rcnn/false_negative": 0.10069853700549092, "mask_rcnn/false_positive": 0.11106911865739813, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9939827255439013, "total_loss": 0.7256465682876296}
{"data_time": 0.019109107088297606, "eta_seconds": 169589.35955040157, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25471237038504724, "fast_rcnn/fg_cls_accuracy": 0.7220659137441384, "iteration": 100079, "loss_box_reg": 0.21739498060196638, "loss_cls": 0.18004755349829793, "loss_mask": 0.24125045724213123, "loss_rpn_cls": 0.04029200121294707, "loss_rpn_loc": 0.08377568051218987, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956049475912814, "mask_rcnn/false_negative": 0.0929803445222048, "mask_rcnn/false_positive": 0.10212038421018582, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0231647286564112, "total_loss": 0.7938926997594535}
{"data_time": 0.015024156775325537, "eta_seconds": 169569.39846759196, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.28239341186281663, "fast_rcnn/fg_cls_accuracy": 0.6921664877026128, "iteration": 100099, "loss_box_reg": 0.22371048107743263, "loss_cls": 0.1841397499665618, "loss_mask": 0.2513131946325302, "loss_rpn_cls": 0.032733903266489506, "loss_rpn_loc": 0.07585989451035857, "lr": 0.0001, "mask_rcnn/accuracy": 0.888058567821415, "mask_rcnn/false_negative": 0.08708313871909562, "mask_rcnn/false_positive": 0.1317303387623734, "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": 0.9920093931723386, "total_loss": 0.799802657449618}
{"data_time": 0.018255550879985094, "eta_seconds": 169549.43738478236, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33983739837398375, "fast_rcnn/fg_cls_accuracy": 0.6252941634847659, "iteration": 100119, "loss_box_reg": 0.21586896106600761, "loss_cls": 0.17670229449868202, "loss_mask": 0.25361327081918716, "loss_rpn_cls": 0.03790856181876734, "loss_rpn_loc": 0.06536658760160208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914359555553727, "mask_rcnn/false_negative": 0.08741570821882427, "mask_rcnn/false_positive": 0.13447567228309718, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9709317926317453, "total_loss": 0.7732883202261291}
{"data_time": 0.017642995109781623, "eta_seconds": 169529.47630197275, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28817798841495523, "fast_rcnn/fg_cls_accuracy": 0.6707642180094786, "iteration": 100139, "loss_box_reg": 0.20495149865746498, "loss_cls": 0.1677170256152749, "loss_mask": 0.24876593425869942, "loss_rpn_cls": 0.030843781889416277, "loss_rpn_loc": 0.07379156397655606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972101496402345, "mask_rcnn/false_negative": 0.09199827291356193, "mask_rcnn/false_positive": 0.10972341530215175, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 1.0075089163146913, "total_loss": 0.7252045429777354}
{"data_time": 0.018752982141450047, "eta_seconds": 169521.2583506666, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2662652033800139, "fast_rcnn/fg_cls_accuracy": 0.7005481194355279, "iteration": 100159, "loss_box_reg": 0.20657717064023018, "loss_cls": 0.16399750672280788, "loss_mask": 0.2438032366335392, "loss_rpn_cls": 0.032546330243349075, "loss_rpn_loc": 0.07565597537904978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891838299328605, "mask_rcnn/false_negative": 0.08733389566073407, "mask_rcnn/false_positive": 0.1253362596460636, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9850984318181872, "total_loss": 0.7509622401557863}
{"data_time": 0.013227098621428013, "eta_seconds": 169413.54995434638, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3654699864890948, "fast_rcnn/fg_cls_accuracy": 0.6220350904614904, "iteration": 100179, "loss_box_reg": 0.24898984655737877, "loss_cls": 0.20515180751681328, "loss_mask": 0.25614992529153824, "loss_rpn_cls": 0.033572547137737274, "loss_rpn_loc": 0.09717142884619534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963048855906, "mask_rcnn/false_negative": 0.1013006782433872, "mask_rcnn/false_positive": 0.10531797493960773, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9836125820875168, "total_loss": 0.842811013571918}
{"data_time": 0.01602978282608092, "eta_seconds": 169366.30176077597, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2526939979531636, "fast_rcnn/fg_cls_accuracy": 0.6990596279434583, "iteration": 100199, "loss_box_reg": 0.21486215386539698, "loss_cls": 0.18234204966574907, "loss_mask": 0.2345401719212532, "loss_rpn_cls": 0.03232944058254361, "loss_rpn_loc": 0.07794682634994388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988446732292119, "mask_rcnn/false_negative": 0.08684389941775605, "mask_rcnn/false_positive": 0.11986496750434197, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.000894651049748, "total_loss": 0.7730470329406671}
{"data_time": 0.02502765809185803, "eta_seconds": 169471.32286502514, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2768199233716475, "fast_rcnn/fg_cls_accuracy": 0.707707177152834, "iteration": 100219, "loss_box_reg": 0.20943480916321278, "loss_cls": 0.17854749038815498, "loss_mask": 0.2406726162880659, "loss_rpn_cls": 0.03574647894129157, "loss_rpn_loc": 0.07332261011470109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983248103614287, "mask_rcnn/false_negative": 0.09074889282552442, "mask_rcnn/false_positive": 0.1129088660425564, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9937863091472536, "total_loss": 0.7559593630721793}
{"data_time": 0.013054103823378682, "eta_seconds": 169455.9826234728, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32326669917113604, "fast_rcnn/fg_cls_accuracy": 0.6194454490657022, "iteration": 100239, "loss_box_reg": 0.2190557848662138, "loss_cls": 0.19358223024755716, "loss_mask": 0.2519739419221878, "loss_rpn_cls": 0.036303535336628556, "loss_rpn_loc": 0.07978521520271897, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943247736777669, "mask_rcnn/false_negative": 0.09541970138723632, "mask_rcnn/false_positive": 0.10681263296273907, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9764538321178406, "total_loss": 0.777994409087114}
{"data_time": 0.015144694596529007, "eta_seconds": 169545.5351670133, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3089665136834948, "fast_rcnn/fg_cls_accuracy": 0.6762864559474729, "iteration": 100259, "loss_box_reg": 0.22402934543788433, "loss_cls": 0.19478303659707308, "loss_mask": 0.23851733841001987, "loss_rpn_cls": 0.03657850110903382, "loss_rpn_loc": 0.07578395982272923, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021800093228665, "mask_rcnn/false_negative": 0.08631128266360362, "mask_rcnn/false_positive": 0.11039194559005364, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.997188800945878, "total_loss": 0.7605542924720794}
{"data_time": 0.013299427228048444, "eta_seconds": 169463.6634713225, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.33488450325185015, "fast_rcnn/fg_cls_accuracy": 0.6245782865991925, "iteration": 100279, "loss_box_reg": 0.22932351706549525, "loss_cls": 0.1891002506017685, "loss_mask": 0.24145128391683102, "loss_rpn_cls": 0.03026702895294875, "loss_rpn_loc": 0.07466187933459878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952183415844543, "mask_rcnn/false_negative": 0.09359834803981276, "mask_rcnn/false_positive": 0.1119915658100817, "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": 1.019905456341803, "total_loss": 0.7835473676677793}
{"data_time": 0.0246556110214442, "eta_seconds": 169415.38323555142, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.311121972412295, "fast_rcnn/fg_cls_accuracy": 0.6216397849462365, "iteration": 100299, "loss_box_reg": 0.2081918567419052, "loss_cls": 0.17995188757777214, "loss_mask": 0.2533886395394802, "loss_rpn_cls": 0.0376701085770037, "loss_rpn_loc": 0.07611170597374439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989219238602699, "mask_rcnn/false_negative": 0.08289185974234396, "mask_rcnn/false_positive": 0.11982872304479013, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.00014946796, "total_loss": 0.7626579066272825}
{"data_time": 0.014049235498532653, "eta_seconds": 169312.96265400946, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.325396686245288, "fast_rcnn/fg_cls_accuracy": 0.6504741601117401, "iteration": 100319, "loss_box_reg": 0.22578659560531378, "loss_cls": 0.18310897797346115, "loss_mask": 0.2516286037862301, "loss_rpn_cls": 0.03123886720277369, "loss_rpn_loc": 0.06609494239091873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930789296850816, "mask_rcnn/false_negative": 0.10154773849076007, "mask_rcnn/false_positive": 0.11690029554147384, "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": 0.9769460395909846, "total_loss": 0.7877919360762462}
{"data_time": 0.026905163191258907, "eta_seconds": 169351.54103710782, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3326330532212885, "fast_rcnn/fg_cls_accuracy": 0.63818551703242, "iteration": 100339, "loss_box_reg": 0.22301156260073185, "loss_cls": 0.18023551534861326, "loss_mask": 0.24093620106577873, "loss_rpn_cls": 0.0284903715364635, "loss_rpn_loc": 0.06782131688669324, "lr": 0.0001, "mask_rcnn/accuracy": 0.889305843110191, "mask_rcnn/false_negative": 0.0933044580018218, "mask_rcnn/false_positive": 0.11876637268608248, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0149562139995396, "total_loss": 0.7350608592969365}
{"data_time": 0.014721290208399296, "eta_seconds": 169228.91183228232, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.28313380095986496, "fast_rcnn/fg_cls_accuracy": 0.695077693723165, "iteration": 100359, "loss_box_reg": 0.21422042977064848, "loss_cls": 0.18060046806931496, "loss_mask": 0.2347316313534975, "loss_rpn_cls": 0.03431472508236766, "loss_rpn_loc": 0.0758784842910245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043244109237898, "mask_rcnn/false_negative": 0.08497040428778385, "mask_rcnn/false_positive": 0.10732946465930918, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9757691924460232, "total_loss": 0.744154155254364}
{"data_time": 0.015158853260800242, "eta_seconds": 169214.0286377119, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.27249549883863167, "fast_rcnn/fg_cls_accuracy": 0.6944643810154769, "iteration": 100379, "loss_box_reg": 0.2201317111030221, "loss_cls": 0.1792209269478917, "loss_mask": 0.23330372013151646, "loss_rpn_cls": 0.03488058515358716, "loss_rpn_loc": 0.07399135129526258, "lr": 0.0001, "mask_rcnn/accuracy": 0.9090755296634941, "mask_rcnn/false_negative": 0.08044394929140633, "mask_rcnn/false_positive": 0.109551574225767, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0076638089958578, "total_loss": 0.7729747392004356}
{"data_time": 0.024635798996314406, "eta_seconds": 169271.94130793214, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.336734693877551, "fast_rcnn/fg_cls_accuracy": 0.6355311355311355, "iteration": 100399, "loss_box_reg": 0.22708958387374878, "loss_cls": 0.1917336992919445, "loss_mask": 0.24537562765181065, "loss_rpn_cls": 0.0372654483653605, "loss_rpn_loc": 0.06429016147740185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843631678088675, "mask_rcnn/false_negative": 0.09721494154437173, "mask_rcnn/false_positive": 0.14513321076099528, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 1.0021479823626578, "total_loss": 0.7946191899827681}
{"data_time": 0.019127569627016783, "eta_seconds": 169126.90453292802, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.32149704092689835, "fast_rcnn/fg_cls_accuracy": 0.6683912434771542, "iteration": 100419, "loss_box_reg": 0.23237929493188858, "loss_cls": 0.19660985004156828, "loss_mask": 0.2416966464370489, "loss_rpn_cls": 0.03628324042074382, "loss_rpn_loc": 0.08226909872610122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930770725170567, "mask_rcnn/false_negative": 0.094662719626643, "mask_rcnn/false_positive": 0.1250203280652716, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9780505509115756, "total_loss": 0.8084070621989667}
{"data_time": 0.01546176546253264, "eta_seconds": 169126.9147618208, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3212295444493587, "fast_rcnn/fg_cls_accuracy": 0.644757760856832, "iteration": 100439, "loss_box_reg": 0.21307992562651634, "loss_cls": 0.1749297035858035, "loss_mask": 0.22723236866295338, "loss_rpn_cls": 0.03556982090231031, "loss_rpn_loc": 0.07567764678969979, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084483151625669, "mask_rcnn/false_negative": 0.07479310498756919, "mask_rcnn/false_positive": 0.11829602960375853, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0033941357396543, "total_loss": 0.7421715031377971}
{"data_time": 0.016111699398607016, "eta_seconds": 169015.81969721243, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2845214301576727, "fast_rcnn/fg_cls_accuracy": 0.6731896050453996, "iteration": 100459, "loss_box_reg": 0.19178727734833956, "loss_cls": 0.16403603833168745, "loss_mask": 0.23309428244829178, "loss_rpn_cls": 0.03346018842421472, "loss_rpn_loc": 0.07773468503728509, "lr": 0.0001, "mask_rcnn/accuracy": 0.887995799288514, "mask_rcnn/false_negative": 0.09296344335605233, "mask_rcnn/false_positive": 0.13028980155441638, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9792056584265083, "total_loss": 0.7268466458190233}
{"data_time": 0.01922829751856625, "eta_seconds": 168783.00076115876, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.33145689915251914, "fast_rcnn/fg_cls_accuracy": 0.6452215136767914, "iteration": 100479, "loss_box_reg": 0.23054563254117966, "loss_cls": 0.1897201957181096, "loss_mask": 0.25113879702985287, "loss_rpn_cls": 0.032076209667138755, "loss_rpn_loc": 0.07709948322735727, "lr": 0.0001, "mask_rcnn/accuracy": 0.895226387439654, "mask_rcnn/false_negative": 0.08005700951515522, "mask_rcnn/false_positive": 0.11732434876514447, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9669275274500251, "total_loss": 0.801399405580014}
{"data_time": 0.017531663179397583, "eta_seconds": 168647.57899590768, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2798129291972531, "fast_rcnn/fg_cls_accuracy": 0.681688596491228, "iteration": 100499, "loss_box_reg": 0.2134613124653697, "loss_cls": 0.17873190715909004, "loss_mask": 0.24201974645256996, "loss_rpn_cls": 0.03464599000290036, "loss_rpn_loc": 0.06605675863102078, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042230975836724, "mask_rcnn/false_negative": 0.0823287398434182, "mask_rcnn/false_positive": 0.10360864711039604, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9454610054381192, "total_loss": 0.7668985188938677}
{"data_time": 0.018484106520190835, "eta_seconds": 168675.1627097372, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.28531790697065673, "fast_rcnn/fg_cls_accuracy": 0.6936560575390843, "iteration": 100519, "loss_box_reg": 0.22174924798309803, "loss_cls": 0.170434745028615, "loss_mask": 0.2354346103966236, "loss_rpn_cls": 0.034384901577141136, "loss_rpn_loc": 0.06216776475775987, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021716028418802, "mask_rcnn/false_negative": 0.09011395113869092, "mask_rcnn/false_positive": 0.10629479647925918, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0100209584925324, "total_loss": 0.7770944582298398}
{"data_time": 0.014098410028964281, "eta_seconds": 168614.9659472052, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.34566557245260265, "fast_rcnn/fg_cls_accuracy": 0.6163395777579542, "iteration": 100539, "loss_box_reg": 0.22600249387323856, "loss_cls": 0.1983359744772315, "loss_mask": 0.2502560690045357, "loss_rpn_cls": 0.03722430835478008, "loss_rpn_loc": 0.10114716668613255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825457972260298, "mask_rcnn/false_negative": 0.10369007605073186, "mask_rcnn/false_positive": 0.1220449004223437, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9721835218369961, "total_loss": 0.8285625841235742}
{"data_time": 0.01578330365009606, "eta_seconds": 168732.31691211462, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3121781619996241, "fast_rcnn/fg_cls_accuracy": 0.6678198859724993, "iteration": 100559, "loss_box_reg": 0.20653851609677076, "loss_cls": 0.16322456765919924, "loss_mask": 0.23639716394245625, "loss_rpn_cls": 0.030497176689095795, "loss_rpn_loc": 0.07100137101951987, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015634231860756, "mask_rcnn/false_negative": 0.09097345157327373, "mask_rcnn/false_positive": 0.09321188389296028, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0220912299118936, "total_loss": 0.7183212240925059}
{"data_time": 0.01839473587460816, "eta_seconds": 168875.90622907504, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.311714764985793, "fast_rcnn/fg_cls_accuracy": 0.6414390130112488, "iteration": 100579, "loss_box_reg": 0.22093204222619534, "loss_cls": 0.19066542107611895, "loss_mask": 0.25501909479498863, "loss_rpn_cls": 0.040013306541368365, "loss_rpn_loc": 0.07119022426195443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910809869644327, "mask_rcnn/false_negative": 0.10042254036473408, "mask_rcnn/false_positive": 0.12439902372433234, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0068332441151142, "total_loss": 0.7818305073305964}
{"data_time": 0.025982827646657825, "eta_seconds": 168938.75937415287, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.30570815366137005, "fast_rcnn/fg_cls_accuracy": 0.6651279199110123, "iteration": 100599, "loss_box_reg": 0.2163896169513464, "loss_cls": 0.18133737333118916, "loss_mask": 0.24196102283895016, "loss_rpn_cls": 0.03632865392137319, "loss_rpn_loc": 0.0803930409019813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956787682956195, "mask_rcnn/false_negative": 0.08273248766351018, "mask_rcnn/false_positive": 0.11650069541226318, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9923705214168876, "total_loss": 0.7708831190830097}
{"data_time": 0.024648045655339956, "eta_seconds": 169062.12164057884, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2786887784332853, "fast_rcnn/fg_cls_accuracy": 0.6900216082728816, "iteration": 100619, "loss_box_reg": 0.22002434358000755, "loss_cls": 0.19139094185084105, "loss_mask": 0.2438756301999092, "loss_rpn_cls": 0.03664368949830532, "loss_rpn_loc": 0.07550705934409052, "lr": 0.0001, "mask_rcnn/accuracy": 0.901632521621321, "mask_rcnn/false_negative": 0.08208860166297038, "mask_rcnn/false_positive": 0.11901037019807066, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.003676384454593, "total_loss": 0.732429559022421}
{"data_time": 0.01174979261122644, "eta_seconds": 168947.71728672087, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.27480093982508813, "fast_rcnn/fg_cls_accuracy": 0.6895174402219861, "iteration": 100639, "loss_box_reg": 0.2087811790406704, "loss_cls": 0.17788769584149122, "loss_mask": 0.2323183612897992, "loss_rpn_cls": 0.036226259311661124, "loss_rpn_loc": 0.08654668857343495, "lr": 0.0001, "mask_rcnn/accuracy": 0.905867757565803, "mask_rcnn/false_negative": 0.09173449841742479, "mask_rcnn/false_positive": 0.10481075413048446, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9898374616168439, "total_loss": 0.7439282896812074}
{"data_time": 0.013779215048998594, "eta_seconds": 168930.70107831154, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3036891875077765, "fast_rcnn/fg_cls_accuracy": 0.6904628592758493, "iteration": 100659, "loss_box_reg": 0.23028746712952852, "loss_cls": 0.196578836068511, "loss_mask": 0.24551057443022728, "loss_rpn_cls": 0.03720387280918658, "loss_rpn_loc": 0.09046242036856711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958851615549166, "mask_rcnn/false_negative": 0.07602521257390543, "mask_rcnn/false_positive": 0.12109589368483581, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9678236416075379, "total_loss": 0.8006918940227479}
{"data_time": 0.013652623165398836, "eta_seconds": 168648.90514246188, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.29466843281728616, "fast_rcnn/fg_cls_accuracy": 0.6859239017435471, "iteration": 100679, "loss_box_reg": 0.22725983709096909, "loss_cls": 0.18349160812795162, "loss_mask": 0.24222419410943985, "loss_rpn_cls": 0.0383113962598145, "loss_rpn_loc": 0.07836837181821465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890105575184355, "mask_rcnn/false_negative": 0.10562802685078126, "mask_rcnn/false_positive": 0.11751953383948724, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9861471329350024, "total_loss": 0.7604200359201059}
{"data_time": 0.021704083774238825, "eta_seconds": 168656.7005899269, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3439198278181329, "fast_rcnn/fg_cls_accuracy": 0.6528268236133405, "iteration": 100699, "loss_box_reg": 0.2142202239483595, "loss_cls": 0.18449867609888315, "loss_mask": 0.23329811356961727, "loss_rpn_cls": 0.03596940101124346, "loss_rpn_loc": 0.07606753229629248, "lr": 0.0001, "mask_rcnn/accuracy": 0.884592722952515, "mask_rcnn/false_negative": 0.08893518839990303, "mask_rcnn/false_positive": 0.1168431487922924, "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": 1.0138113170396537, "total_loss": 0.7588627682998776}
{"data_time": 0.016402122098952532, "eta_seconds": 168530.11687897146, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2997030542986425, "fast_rcnn/fg_cls_accuracy": 0.6806608884073673, "iteration": 100719, "loss_box_reg": 0.2108203424140811, "loss_cls": 0.17315392196178436, "loss_mask": 0.23971970193088055, "loss_rpn_cls": 0.03405304695479572, "loss_rpn_loc": 0.05644719791598618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903357320746634, "mask_rcnn/false_negative": 0.07917520690502755, "mask_rcnn/false_positive": 0.11902910353905567, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9594441102817655, "total_loss": 0.7248163570184261}
{"data_time": 0.015542784007266164, "eta_seconds": 168748.96477981936, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2517945411562433, "fast_rcnn/fg_cls_accuracy": 0.7339915908464296, "iteration": 100739, "loss_box_reg": 0.2177811712026596, "loss_cls": 0.17415572237223387, "loss_mask": 0.24367611669003963, "loss_rpn_cls": 0.029598296736367047, "loss_rpn_loc": 0.07392257126048207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964933337549119, "mask_rcnn/false_negative": 0.09309268878228645, "mask_rcnn/false_positive": 0.1243606336469742, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0112444239202887, "total_loss": 0.7138239319901913}
{"data_time": 0.014627732802182436, "eta_seconds": 168650.13894299977, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3512067084810472, "fast_rcnn/fg_cls_accuracy": 0.6394118834533342, "iteration": 100759, "loss_box_reg": 0.2132765669375658, "loss_cls": 0.16974033508449793, "loss_mask": 0.23813257738947868, "loss_rpn_cls": 0.03612855635583401, "loss_rpn_loc": 0.061675824923440814, "lr": 0.0001, "mask_rcnn/accuracy": 0.883306082021935, "mask_rcnn/false_negative": 0.09433872775817001, "mask_rcnn/false_positive": 0.11528838077581674, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9730623504146934, "total_loss": 0.724860139656812}
{"data_time": 0.016772211994975805, "eta_seconds": 168481.48366462905, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.30619807244931874, "fast_rcnn/fg_cls_accuracy": 0.6634304207119741, "iteration": 100779, "loss_box_reg": 0.25051914993673563, "loss_cls": 0.19412304367870092, "loss_mask": 0.24490925297141075, "loss_rpn_cls": 0.03801571670919657, "loss_rpn_loc": 0.07968497485853732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903709531809442, "mask_rcnn/false_negative": 0.10269727513997726, "mask_rcnn/false_positive": 0.13247528980612608, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.9924215273931623, "total_loss": 0.8293446628376842}
{"data_time": 0.016032684361562133, "eta_seconds": 168196.07576988637, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.30059011209306263, "fast_rcnn/fg_cls_accuracy": 0.656432690395705, "iteration": 100799, "loss_box_reg": 0.22644138149917126, "loss_cls": 0.194778086617589, "loss_mask": 0.24253107607364655, "loss_rpn_cls": 0.036932839546352625, "loss_rpn_loc": 0.07763025723397732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969788147750375, "mask_rcnn/false_negative": 0.0850102744698019, "mask_rcnn/false_positive": 0.12322748557005012, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9724034864921123, "total_loss": 0.7849163245409727}
{"data_time": 0.014496272196993232, "eta_seconds": 168113.75220363494, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3398019953171129, "fast_rcnn/fg_cls_accuracy": 0.6411347517730497, "iteration": 100819, "loss_box_reg": 0.21452962374314666, "loss_cls": 0.17040089005604386, "loss_mask": 0.23701409995555878, "loss_rpn_cls": 0.043079773895442486, "loss_rpn_loc": 0.07594945770688355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955080911092302, "mask_rcnn/false_negative": 0.09485210016723769, "mask_rcnn/false_positive": 0.11738631337953935, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.002485100645572, "total_loss": 0.753309186315164}
{"data_time": 0.020143203204497695, "eta_seconds": 168227.07077003084, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30663226780770203, "fast_rcnn/fg_cls_accuracy": 0.6750522466039708, "iteration": 100839, "loss_box_reg": 0.22173424810171127, "loss_cls": 0.18244242388755083, "loss_mask": 0.24486799351871014, "loss_rpn_cls": 0.03272717434447259, "loss_rpn_loc": 0.07468620222061872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977178034764781, "mask_rcnn/false_negative": 0.09305895096531011, "mask_rcnn/false_positive": 0.11236858017002725, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0016303565353155, "total_loss": 0.7288801125250757}
{"data_time": 0.016006494173780084, "eta_seconds": 168174.0250864718, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.33270496005468453, "fast_rcnn/fg_cls_accuracy": 0.6314217101689585, "iteration": 100859, "loss_box_reg": 0.22813772037625313, "loss_cls": 0.1998035330325365, "loss_mask": 0.24967914447188377, "loss_rpn_cls": 0.038154250709339976, "loss_rpn_loc": 0.09128985623829067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874066761340043, "mask_rcnn/false_negative": 0.10899783639661875, "mask_rcnn/false_positive": 0.12326104468909681, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0079130863305181, "total_loss": 0.8115002277772874}
{"data_time": 0.014162513194605708, "eta_seconds": 168154.1393084079, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3278462632608309, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 100879, "loss_box_reg": 0.2276295218616724, "loss_cls": 0.17512183636426926, "loss_mask": 0.24047397822141647, "loss_rpn_cls": 0.032992443069815636, "loss_rpn_loc": 0.06965919310459867, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037865587738991, "mask_rcnn/false_negative": 0.09587763519595778, "mask_rcnn/false_positive": 0.09765508570624631, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0065537891350687, "total_loss": 0.7887989743612707}
{"data_time": 0.01393797411583364, "eta_seconds": 168212.79562546406, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2944398416643653, "fast_rcnn/fg_cls_accuracy": 0.6723030490636124, "iteration": 100899, "loss_box_reg": 0.22357438504695892, "loss_cls": 0.17634377721697092, "loss_mask": 0.23570539616048336, "loss_rpn_cls": 0.0327276379102841, "loss_rpn_loc": 0.06660928053315729, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045461750691948, "mask_rcnn/false_negative": 0.08549970164627559, "mask_rcnn/false_positive": 0.1096714812811286, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0104401679709554, "total_loss": 0.7269242444308475}
{"data_time": 0.01313402596861124, "eta_seconds": 168051.81177008897, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3062465674490632, "fast_rcnn/fg_cls_accuracy": 0.6627612530838337, "iteration": 100919, "loss_box_reg": 0.23941645212471485, "loss_cls": 0.18416085746139288, "loss_mask": 0.25162606686353683, "loss_rpn_cls": 0.038658443838357925, "loss_rpn_loc": 0.08742207870818675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920997939596658, "mask_rcnn/false_negative": 0.09894943830326244, "mask_rcnn/false_positive": 0.1165555339431954, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.9819316130597144, "total_loss": 0.805441225413233}
{"data_time": 0.020464838948100805, "eta_seconds": 167991.88393382356, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3157262905162065, "fast_rcnn/fg_cls_accuracy": 0.6422219558964526, "iteration": 100939, "loss_box_reg": 0.2186000868678093, "loss_cls": 0.17804275266826153, "loss_mask": 0.23933039419353008, "loss_rpn_cls": 0.03386040579061955, "loss_rpn_loc": 0.08157779986504465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911677510527493, "mask_rcnn/false_negative": 0.10114520210011502, "mask_rcnn/false_positive": 0.1151035771579255, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9745597110595554, "total_loss": 0.7735931153874844}
{"data_time": 0.017368855187669396, "eta_seconds": 167995.84306811914, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32628218769951056, "fast_rcnn/fg_cls_accuracy": 0.6389229678703363, "iteration": 100959, "loss_box_reg": 0.21220786962658167, "loss_cls": 0.1678085085004568, "loss_mask": 0.23304066061973572, "loss_rpn_cls": 0.027643763227388263, "loss_rpn_loc": 0.07692141330335289, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932732528107397, "mask_rcnn/false_negative": 0.09639332450907881, "mask_rcnn/false_positive": 0.11514753199959543, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0391588236670941, "total_loss": 0.7232956690713763}
{"data_time": 0.021767072845250368, "eta_seconds": 167952.13665263727, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.362227602905569, "fast_rcnn/fg_cls_accuracy": 0.6186061144422237, "iteration": 100979, "loss_box_reg": 0.237027233466506, "loss_cls": 0.18081539776176214, "loss_mask": 0.23222113586962223, "loss_rpn_cls": 0.03136159968562424, "loss_rpn_loc": 0.06622715527191758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906082550758943, "mask_rcnn/false_negative": 0.10271990390921769, "mask_rcnn/false_positive": 0.11345622718560927, "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": 1.0158908045850694, "total_loss": 0.7591021009720862}
{"data_time": 0.01883218390867114, "eta_seconds": 167898.25916616246, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2912289148339839, "fast_rcnn/fg_cls_accuracy": 0.6948432690819677, "iteration": 100999, "loss_box_reg": 0.2307998575270176, "loss_cls": 0.18929713312536478, "loss_mask": 0.2380211241543293, "loss_rpn_cls": 0.030947092920541763, "loss_rpn_loc": 0.08740075677633286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972569518679788, "mask_rcnn/false_negative": 0.09519879773263992, "mask_rcnn/false_positive": 0.1120665294116705, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.009774679550901, "total_loss": 0.7823853709269315}
{"data_time": 0.024460709188133478, "eta_seconds": 167823.63005227875, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3315738664673642, "fast_rcnn/fg_cls_accuracy": 0.6345582668452623, "iteration": 101019, "loss_box_reg": 0.21058042719960213, "loss_cls": 0.17500767670571804, "loss_mask": 0.24526582658290863, "loss_rpn_cls": 0.03387784375809133, "loss_rpn_loc": 0.075422071327921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921988168259076, "mask_rcnn/false_negative": 0.0988256902902721, "mask_rcnn/false_positive": 0.11361074671400531, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9984702318906784, "total_loss": 0.739238356356509}
{"data_time": 0.018852256471291184, "eta_seconds": 167892.51573085785, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3058802155877188, "fast_rcnn/fg_cls_accuracy": 0.6591534391534392, "iteration": 101039, "loss_box_reg": 0.22005313262343407, "loss_cls": 0.1850120835006237, "loss_mask": 0.24476745910942554, "loss_rpn_cls": 0.03266073315171525, "loss_rpn_loc": 0.08305823663249612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999381768013328, "mask_rcnn/false_negative": 0.08633414179487091, "mask_rcnn/false_positive": 0.11512985220122834, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9996941403951496, "total_loss": 0.7633591963676736}
{"data_time": 0.014308352954685688, "eta_seconds": 167868.1700039748, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28168011390602754, "fast_rcnn/fg_cls_accuracy": 0.7132178452776459, "iteration": 101059, "loss_box_reg": 0.21312097646296024, "loss_cls": 0.1767577864229679, "loss_mask": 0.24858037568628788, "loss_rpn_cls": 0.03521840204484761, "loss_rpn_loc": 0.08947894861921668, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973081420068028, "mask_rcnn/false_negative": 0.08622348342558905, "mask_rcnn/false_positive": 0.11553850341445362, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9909984925761819, "total_loss": 0.7668856391683221}
{"data_time": 0.029362707631662488, "eta_seconds": 167760.83369840868, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29322480620155034, "fast_rcnn/fg_cls_accuracy": 0.6773015873015873, "iteration": 101079, "loss_box_reg": 0.21864727139472961, "loss_cls": 0.1810930920764804, "loss_mask": 0.24049783311784267, "loss_rpn_cls": 0.034454633481800556, "loss_rpn_loc": 0.06898155552335083, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939766484011982, "mask_rcnn/false_negative": 0.09683868022981584, "mask_rcnn/false_positive": 0.11458398062112948, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9788139434531331, "total_loss": 0.7498132064938545}
{"data_time": 0.014006440294906497, "eta_seconds": 167744.17751112487, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3410365891666147, "fast_rcnn/fg_cls_accuracy": 0.6452278146548946, "iteration": 101099, "loss_box_reg": 0.20819466933608055, "loss_cls": 0.1718508070334792, "loss_mask": 0.24090907163918018, "loss_rpn_cls": 0.03950306656770408, "loss_rpn_loc": 0.08186489855870605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898184368691396, "mask_rcnn/false_negative": 0.10012774155434284, "mask_rcnn/false_positive": 0.1315729348198797, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9967057027388364, "total_loss": 0.7482091635465622}
{"data_time": 0.02521054702810943, "eta_seconds": 167836.83138513938, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30950883907417537, "fast_rcnn/fg_cls_accuracy": 0.6589470480827754, "iteration": 101119, "loss_box_reg": 0.21722732111811638, "loss_cls": 0.18724730052053928, "loss_mask": 0.23783880658447742, "loss_rpn_cls": 0.03217109537217766, "loss_rpn_loc": 0.07494635414332151, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020077139658488, "mask_rcnn/false_negative": 0.08544728282944408, "mask_rcnn/false_positive": 0.11623114917905047, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0214976104907691, "total_loss": 0.7522282749414444}
{"data_time": 0.024039791896939278, "eta_seconds": 167788.67755931802, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.34252001685630007, "fast_rcnn/fg_cls_accuracy": 0.6053270865868472, "iteration": 101139, "loss_box_reg": 0.20233085751533508, "loss_cls": 0.16710456274449825, "loss_mask": 0.23921262100338936, "loss_rpn_cls": 0.03217236790806055, "loss_rpn_loc": 0.07887400058098137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898190773312027, "mask_rcnn/false_negative": 0.08763556914907941, "mask_rcnn/false_positive": 0.12183912133701914, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9826351567171514, "total_loss": 0.7050472518894821}
{"data_time": 0.015503666596487164, "eta_seconds": 167797.07846439444, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.31317930361210544, "fast_rcnn/fg_cls_accuracy": 0.6625249750249751, "iteration": 101159, "loss_box_reg": 0.22059467248618603, "loss_cls": 0.17630270030349493, "loss_mask": 0.2307313308119774, "loss_rpn_cls": 0.03640751540660858, "loss_rpn_loc": 0.07300561247393489, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060012459845049, "mask_rcnn/false_negative": 0.0822402755424912, "mask_rcnn/false_positive": 0.09791765987868152, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0089046969078481, "total_loss": 0.7692896379157901}
{"data_time": 0.025999610545113683, "eta_seconds": 167855.85263744928, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25978244598572925, "fast_rcnn/fg_cls_accuracy": 0.676994955285485, "iteration": 101179, "loss_box_reg": 0.21358110941946507, "loss_cls": 0.1730577345006168, "loss_mask": 0.24737327732145786, "loss_rpn_cls": 0.0324400900863111, "loss_rpn_loc": 0.07313434756360948, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074546976202605, "mask_rcnn/false_negative": 0.08650116002282374, "mask_rcnn/false_positive": 0.10445401815000571, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.013804862042889, "total_loss": 0.7529081020038575}
{"data_time": 0.01664792513474822, "eta_seconds": 167943.05093623698, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2835889489994222, "fast_rcnn/fg_cls_accuracy": 0.6881607676396231, "iteration": 101199, "loss_box_reg": 0.21045477874577045, "loss_cls": 0.18367714993655682, "loss_mask": 0.23457281105220318, "loss_rpn_cls": 0.03702137991786003, "loss_rpn_loc": 0.07382553769275546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977295427156742, "mask_rcnn/false_negative": 0.08648861369115413, "mask_rcnn/false_positive": 0.11784956930636192, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0075282184407115, "total_loss": 0.7487794883782044}
{"data_time": 0.018836663104593754, "eta_seconds": 168076.20742678642, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.25591336016867927, "fast_rcnn/fg_cls_accuracy": 0.6976342268991473, "iteration": 101219, "loss_box_reg": 0.20287379808723927, "loss_cls": 0.17321101110428572, "loss_mask": 0.24654394760727882, "loss_rpn_cls": 0.031562844931613654, "loss_rpn_loc": 0.05654598865658045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996657037446498, "mask_rcnn/false_negative": 0.08273887540123284, "mask_rcnn/false_positive": 0.12059753276056215, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.013159882510081, "total_loss": 0.7151902932091616}
{"data_time": 0.018684976501390338, "eta_seconds": 167921.91067284904, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3580152314549432, "fast_rcnn/fg_cls_accuracy": 0.6232575613632045, "iteration": 101239, "loss_box_reg": 0.23169559240341187, "loss_cls": 0.18827557284384966, "loss_mask": 0.2377690803259611, "loss_rpn_cls": 0.03930045128799975, "loss_rpn_loc": 0.06375645950902253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923988340823694, "mask_rcnn/false_negative": 0.10397898430300109, "mask_rcnn/false_positive": 0.10819529821060368, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9686827536206692, "total_loss": 0.7664896541391499}
{"data_time": 0.0162158973980695, "eta_seconds": 167902.00999606866, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2750726914051178, "fast_rcnn/fg_cls_accuracy": 0.6878042319282096, "iteration": 101259, "loss_box_reg": 0.22162472642958164, "loss_cls": 0.1859898278489709, "loss_mask": 0.2397490330040455, "loss_rpn_cls": 0.033191038528457284, "loss_rpn_loc": 0.08139216515701264, "lr": 0.0001, "mask_rcnn/accuracy": 0.903426892735116, "mask_rcnn/false_negative": 0.08523675158033225, "mask_rcnn/false_positive": 0.11760998015974407, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9914615510497242, "total_loss": 0.7549895232077688}
{"data_time": 0.01742402696982026, "eta_seconds": 167882.10931928828, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27605703048180924, "fast_rcnn/fg_cls_accuracy": 0.6749633761550597, "iteration": 101279, "loss_box_reg": 0.21857842803001404, "loss_cls": 0.18521598167717457, "loss_mask": 0.23306826129555702, "loss_rpn_cls": 0.034673737129196525, "loss_rpn_loc": 0.07782971078995615, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954477551052753, "mask_rcnn/false_negative": 0.08773309194229109, "mask_rcnn/false_positive": 0.11327137543197519, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0063875545747578, "total_loss": 0.7551889264723286}
{"data_time": 0.01572309178300202, "eta_seconds": 167769.6077022003, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3043956043956044, "fast_rcnn/fg_cls_accuracy": 0.673670465337132, "iteration": 101299, "loss_box_reg": 0.2033067187294364, "loss_cls": 0.1749804625287652, "loss_mask": 0.24725037813186646, "loss_rpn_cls": 0.03863981179893017, "loss_rpn_loc": 0.0870635025203228, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022199406668497, "mask_rcnn/false_negative": 0.0881490011777964, "mask_rcnn/false_positive": 0.10337914554802075, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9886402923148125, "total_loss": 0.7641604454256594}
{"data_time": 0.021792438346892595, "eta_seconds": 167775.298726568, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3098304819324277, "fast_rcnn/fg_cls_accuracy": 0.6449740701725954, "iteration": 101319, "loss_box_reg": 0.21217693760991096, "loss_cls": 0.17546865344047546, "loss_mask": 0.23046125285327435, "loss_rpn_cls": 0.03335995529778302, "loss_rpn_loc": 0.0752482395619154, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022309052606103, "mask_rcnn/false_negative": 0.08591428498498105, "mask_rcnn/false_positive": 0.10750934542311211, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9794861036352813, "total_loss": 0.7212837962433696}
{"data_time": 0.018229473615065217, "eta_seconds": 167729.82830499765, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.300335394612724, "fast_rcnn/fg_cls_accuracy": 0.6755581175977361, "iteration": 101339, "loss_box_reg": 0.2014329470694065, "loss_cls": 0.16390973888337612, "loss_mask": 0.23680340684950352, "loss_rpn_cls": 0.02754654963791836, "loss_rpn_loc": 0.07922612631227821, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003322910636347, "mask_rcnn/false_negative": 0.09768702863699369, "mask_rcnn/false_positive": 0.1072523769675178, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0015408184845, "total_loss": 0.722688035282772}
{"data_time": 0.024333045817911625, "eta_seconds": 167965.13570688665, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3253618935837246, "fast_rcnn/fg_cls_accuracy": 0.6691817572099262, "iteration": 101359, "loss_box_reg": 0.22439735662192106, "loss_cls": 0.19047224335372448, "loss_mask": 0.23904690332710743, "loss_rpn_cls": 0.03810134556260891, "loss_rpn_loc": 0.07505455520004034, "lr": 0.0001, "mask_rcnn/accuracy": 0.88499943275964, "mask_rcnn/false_negative": 0.09555011149514858, "mask_rcnn/false_positive": 0.12340029147451928, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.009475982747972, "total_loss": 0.7781865791184828}
{"data_time": 0.026571363443508744, "eta_seconds": 168013.37576378137, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2657310813048518, "fast_rcnn/fg_cls_accuracy": 0.6796374290423, "iteration": 101379, "loss_box_reg": 0.21488065086305141, "loss_cls": 0.16750081814825535, "loss_mask": 0.23663683980703354, "loss_rpn_cls": 0.03557832492515445, "loss_rpn_loc": 0.08010034216567874, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076620796101692, "mask_rcnn/false_negative": 0.08472974562151064, "mask_rcnn/false_positive": 0.11148542803854054, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.036903782049194, "total_loss": 0.746940171928145}
{"data_time": 0.02335483836941421, "eta_seconds": 167896.9580054283, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3316802745460374, "fast_rcnn/fg_cls_accuracy": 0.6233067375886525, "iteration": 101399, "loss_box_reg": 0.21094408724457026, "loss_cls": 0.17172208055853844, "loss_mask": 0.2446531429886818, "loss_rpn_cls": 0.030396917718462646, "loss_rpn_loc": 0.08292179659474641, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991383776206728, "mask_rcnn/false_negative": 0.08610044927720142, "mask_rcnn/false_positive": 0.11035299027122876, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9756927820853889, "total_loss": 0.7442855619592592}
{"data_time": 0.016186555614694953, "eta_seconds": 167938.42512585688, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29759238521836506, "fast_rcnn/fg_cls_accuracy": 0.6358917631041525, "iteration": 101419, "loss_box_reg": 0.22987505793571472, "loss_cls": 0.17672963719815016, "loss_mask": 0.2435771506279707, "loss_rpn_cls": 0.034286969690583646, "loss_rpn_loc": 0.07302512170281261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807570325427468, "mask_rcnn/false_negative": 0.09291588955353419, "mask_rcnn/false_positive": 0.11949549524750006, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9964407107327133, "total_loss": 0.7771494723856449}
{"data_time": 0.015066640917211771, "eta_seconds": 167857.12480068207, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2688740138656467, "fast_rcnn/fg_cls_accuracy": 0.6914549056766301, "iteration": 101439, "loss_box_reg": 0.21618505101650953, "loss_cls": 0.16796114947646856, "loss_mask": 0.23206967674195766, "loss_rpn_cls": 0.03513769549317658, "loss_rpn_loc": 0.07112296693958342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976224465209086, "mask_rcnn/false_negative": 0.09004012639222601, "mask_rcnn/false_positive": 0.11103273971883525, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9616301245987415, "total_loss": 0.7381053275894374}
{"data_time": 0.023558911634609103, "eta_seconds": 167973.92747467384, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31016681512673094, "fast_rcnn/fg_cls_accuracy": 0.6433845585859984, "iteration": 101459, "loss_box_reg": 0.21415694430470467, "loss_cls": 0.17711856216192245, "loss_mask": 0.24119347892701626, "loss_rpn_cls": 0.0287647123914212, "loss_rpn_loc": 0.06635140907019377, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956951530612245, "mask_rcnn/false_negative": 0.09225680338053305, "mask_rcnn/false_positive": 0.10883316009249039, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0169835796114057, "total_loss": 0.721225680783391}
{"data_time": 0.017978142481297255, "eta_seconds": 168007.33910905197, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2982550145583953, "fast_rcnn/fg_cls_accuracy": 0.6421614993869329, "iteration": 101479, "loss_box_reg": 0.22012782469391823, "loss_cls": 0.1720906002447009, "loss_mask": 0.24812223389744759, "loss_rpn_cls": 0.038745567202568054, "loss_rpn_loc": 0.06827667471952736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872213774516526, "mask_rcnn/false_negative": 0.10175665504556805, "mask_rcnn/false_positive": 0.11447855030314824, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9843698409385979, "total_loss": 0.7412388028460555}
{"data_time": 0.016064589377492666, "eta_seconds": 167987.39995178767, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3469410333001438, "fast_rcnn/fg_cls_accuracy": 0.6362587517582539, "iteration": 101499, "loss_box_reg": 0.21731524541974068, "loss_cls": 0.18304838985204697, "loss_mask": 0.2429775893688202, "loss_rpn_cls": 0.031218798249028623, "loss_rpn_loc": 0.08727888239081949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960006337718988, "mask_rcnn/false_negative": 0.0909474528440061, "mask_rcnn/false_positive": 0.11898838173356882, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9765104465186596, "total_loss": 0.7607325599528849}
{"data_time": 0.014288145815953612, "eta_seconds": 167889.6341315657, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.27661716586961993, "fast_rcnn/fg_cls_accuracy": 0.7044334975369458, "iteration": 101519, "loss_box_reg": 0.22033156547695398, "loss_cls": 0.17778970301151276, "loss_mask": 0.2484887670725584, "loss_rpn_cls": 0.033228401793166995, "loss_rpn_loc": 0.07518206629902124, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055475034035528, "mask_rcnn/false_negative": 0.09372206502804312, "mask_rcnn/false_positive": 0.08937555392498174, "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": 1.033544965321198, "total_loss": 0.7780198503751308}
{"data_time": 0.017963275779038668, "eta_seconds": 168152.69987043925, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3213000667916317, "fast_rcnn/fg_cls_accuracy": 0.6710469134780539, "iteration": 101539, "loss_box_reg": 0.21748127788305283, "loss_cls": 0.18579096300527453, "loss_mask": 0.24106491915881634, "loss_rpn_cls": 0.033209878485649824, "loss_rpn_loc": 0.07220288529060781, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003529268850398, "mask_rcnn/false_negative": 0.09382258253770857, "mask_rcnn/false_positive": 0.1060882321126335, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0233829736243933, "total_loss": 0.7582459761179052}
{"data_time": 0.016781742917373776, "eta_seconds": 167927.58247999474, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.31120758104049434, "fast_rcnn/fg_cls_accuracy": 0.6741723340352815, "iteration": 101559, "loss_box_reg": 0.2051532045006752, "loss_cls": 0.18433674331754446, "loss_mask": 0.2408121172338724, "loss_rpn_cls": 0.03483269031858072, "loss_rpn_loc": 0.07258340914268047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963527932095454, "mask_rcnn/false_negative": 0.08455642423693957, "mask_rcnn/false_positive": 0.1294115286451577, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9874322121031582, "total_loss": 0.7746717551490292}
{"data_time": 0.0162055769469589, "eta_seconds": 167818.22075846605, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2811794725819897, "fast_rcnn/fg_cls_accuracy": 0.6932909122645552, "iteration": 101579, "loss_box_reg": 0.20636872854083776, "loss_cls": 0.1702954638749361, "loss_mask": 0.2393791303038597, "loss_rpn_cls": 0.03217370714992285, "loss_rpn_loc": 0.07049667811952531, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030231573896371, "mask_rcnn/false_negative": 0.08879919372274264, "mask_rcnn/false_positive": 0.10426788203634511, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.000671125948429, "total_loss": 0.723686582990922}
{"data_time": 0.019981699995696545, "eta_seconds": 167845.24034122005, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.28887386517288005, "fast_rcnn/fg_cls_accuracy": 0.6482744290598613, "iteration": 101599, "loss_box_reg": 0.2297687465324998, "loss_cls": 0.19036328420042992, "loss_mask": 0.2522787991911173, "loss_rpn_cls": 0.04788536299020052, "loss_rpn_loc": 0.08211652387399226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902347281194356, "mask_rcnn/false_negative": 0.09456412972186594, "mask_rcnn/false_positive": 0.12364225110162234, "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": 1.0374093998689204, "total_loss": 0.7917882336769253}
{"data_time": 0.019172785570845008, "eta_seconds": 167769.97605944984, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2977174825685394, "fast_rcnn/fg_cls_accuracy": 0.6783436952016579, "iteration": 101619, "loss_box_reg": 0.24110369570553303, "loss_cls": 0.1735713193193078, "loss_mask": 0.24664574675261974, "loss_rpn_cls": 0.03652795497328043, "loss_rpn_loc": 0.07895799074321985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877775204825968, "mask_rcnn/false_negative": 0.09964490834124747, "mask_rcnn/false_positive": 0.1137436443677649, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9903356691356748, "total_loss": 0.7940951397176832}
{"data_time": 0.01911931741051376, "eta_seconds": 167847.82585093752, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32444286391654814, "fast_rcnn/fg_cls_accuracy": 0.6359314836235719, "iteration": 101639, "loss_box_reg": 0.21151655353605747, "loss_cls": 0.1925995945930481, "loss_mask": 0.24457763135433197, "loss_rpn_cls": 0.03282351233065128, "loss_rpn_loc": 0.07819431577809155, "lr": 0.0001, "mask_rcnn/accuracy": 0.888569293872248, "mask_rcnn/false_negative": 0.10592992632169404, "mask_rcnn/false_positive": 0.12091656325577671, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.0377815619576722, "total_loss": 0.7475074389949441}
{"data_time": 0.01603891863487661, "eta_seconds": 167785.43799905572, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.33073038073038075, "fast_rcnn/fg_cls_accuracy": 0.6491841491841492, "iteration": 101659, "loss_box_reg": 0.20001556538045406, "loss_cls": 0.18808509968221188, "loss_mask": 0.24841873906552792, "loss_rpn_cls": 0.0374497112352401, "loss_rpn_loc": 0.07187415147200227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917002614136074, "mask_rcnn/false_negative": 0.09035263905699781, "mask_rcnn/false_positive": 0.1233044080092131, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9897667355835438, "total_loss": 0.7633317491272464}
{"data_time": 0.0156606191303581, "eta_seconds": 168068.4036551416, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2969269102990033, "fast_rcnn/fg_cls_accuracy": 0.6575931731104145, "iteration": 101679, "loss_box_reg": 0.21051907259970903, "loss_cls": 0.17768761329352856, "loss_mask": 0.23950893431901932, "loss_rpn_cls": 0.043315648566931486, "loss_rpn_loc": 0.06763550592586398, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921117710830098, "mask_rcnn/false_negative": 0.09147771990423217, "mask_rcnn/false_positive": 0.13666667363335822, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0146641535684466, "total_loss": 0.7477605214808136}
{"data_time": 0.019635705510154366, "eta_seconds": 167877.87530729547, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.26776729559748425, "fast_rcnn/fg_cls_accuracy": 0.6720449053564237, "iteration": 101699, "loss_box_reg": 0.2110440582036972, "loss_cls": 0.1720339758321643, "loss_mask": 0.240893067792058, "loss_rpn_cls": 0.031237259041517973, "loss_rpn_loc": 0.07222349499352276, "lr": 0.0001, "mask_rcnn/accuracy": 0.9107605167229864, "mask_rcnn/false_negative": 0.08273521459968551, "mask_rcnn/false_positive": 0.0891995170370068, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9981015564408153, "total_loss": 0.7405817542457953}
{"data_time": 0.016082591144368052, "eta_seconds": 167817.89294064045, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.33989854957596893, "fast_rcnn/fg_cls_accuracy": 0.6442712304781271, "iteration": 101719, "loss_box_reg": 0.21877968683838844, "loss_cls": 0.1738882139325142, "loss_mask": 0.2435971237719059, "loss_rpn_cls": 0.03474568959791213, "loss_rpn_loc": 0.07698489871108904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845819821282433, "mask_rcnn/false_negative": 0.10120937892688286, "mask_rcnn/false_positive": 0.12379517793236108, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9565614222083241, "total_loss": 0.7583296126686037}
{"data_time": 0.018846531864255667, "eta_seconds": 167748.13006461598, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3062558549622527, "fast_rcnn/fg_cls_accuracy": 0.6439509753962342, "iteration": 101739, "loss_box_reg": 0.223344505764544, "loss_cls": 0.18666993454098701, "loss_mask": 0.23700780235230923, "loss_rpn_cls": 0.04063573805615306, "loss_rpn_loc": 0.09688001964241266, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074163893643082, "mask_rcnn/false_negative": 0.07954028196546858, "mask_rcnn/false_positive": 0.10661972427989094, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0041976496577263, "total_loss": 0.7942058071494102}
{"data_time": 0.02369142509996891, "eta_seconds": 167818.025797382, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2780612244897959, "fast_rcnn/fg_cls_accuracy": 0.6605318039624608, "iteration": 101759, "loss_box_reg": 0.2264266163110733, "loss_cls": 0.17458866443485022, "loss_mask": 0.24308744259178638, "loss_rpn_cls": 0.045401154551655054, "loss_rpn_loc": 0.09090838255360723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927695638114401, "mask_rcnn/false_negative": 0.10222267392358106, "mask_rcnn/false_positive": 0.113743618652827, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9996206921059638, "total_loss": 0.7842019769013859}
{"data_time": 0.021310145733878016, "eta_seconds": 167870.93496709596, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.338439404197698, "fast_rcnn/fg_cls_accuracy": 0.637792122895898, "iteration": 101779, "loss_box_reg": 0.2212949050590396, "loss_cls": 0.19338072277605534, "loss_mask": 0.24652283638715744, "loss_rpn_cls": 0.040592068806290627, "loss_rpn_loc": 0.07838015188463032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896018564035472, "mask_rcnn/false_negative": 0.09385883779823026, "mask_rcnn/false_positive": 0.11879650183791164, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0042832964099944, "total_loss": 0.7999484528554603}
{"data_time": 0.01575163402594626, "eta_seconds": 168117.15109827928, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29242440692687693, "fast_rcnn/fg_cls_accuracy": 0.6946480614678089, "iteration": 101799, "loss_box_reg": 0.22418375499546528, "loss_cls": 0.1778577328659594, "loss_mask": 0.2479724008589983, "loss_rpn_cls": 0.031786416831891984, "loss_rpn_loc": 0.05988035583868623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979146421781014, "mask_rcnn/false_negative": 0.09050054672936428, "mask_rcnn/false_positive": 0.10416623984052287, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9858824715483934, "total_loss": 0.7279556223656982}
{"data_time": 0.015864207409322262, "eta_seconds": 168080.39916903712, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2866531850353893, "fast_rcnn/fg_cls_accuracy": 0.6748717948717948, "iteration": 101819, "loss_box_reg": 0.21741499193012714, "loss_cls": 0.17620044015347958, "loss_mask": 0.23872033320367336, "loss_rpn_cls": 0.02892605261877179, "loss_rpn_loc": 0.06256153434515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995744298759061, "mask_rcnn/false_negative": 0.09621555478430399, "mask_rcnn/false_positive": 0.11398373909943915, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9706432782113552, "total_loss": 0.7215141059132293}
{"data_time": 0.029491646215319633, "eta_seconds": 168060.4110135883, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.34086571273236244, "fast_rcnn/fg_cls_accuracy": 0.6461518186610438, "iteration": 101839, "loss_box_reg": 0.21424636617302895, "loss_cls": 0.18621830828487873, "loss_mask": 0.24581159092485905, "loss_rpn_cls": 0.04021158081013709, "loss_rpn_loc": 0.07546719233505428, "lr": 0.0001, "mask_rcnn/accuracy": 0.87786854678312, "mask_rcnn/false_negative": 0.10414762137231631, "mask_rcnn/false_positive": 0.1336485189893616, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0061463930178434, "total_loss": 0.7516419744351879}
{"data_time": 0.022077491506934166, "eta_seconds": 167840.56484737433, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26312154696132595, "fast_rcnn/fg_cls_accuracy": 0.7029149620105202, "iteration": 101859, "loss_box_reg": 0.21721863839775324, "loss_cls": 0.172801713924855, "loss_mask": 0.2327328436076641, "loss_rpn_cls": 0.03198917716508731, "loss_rpn_loc": 0.06673982227221131, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989900616916064, "mask_rcnn/false_negative": 0.0895975228005116, "mask_rcnn/false_positive": 0.09789513095951158, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9836193511728197, "total_loss": 0.7354593280761037}
{"data_time": 0.0146505415905267, "eta_seconds": 167840.76069183648, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3084788592572537, "fast_rcnn/fg_cls_accuracy": 0.654320987654321, "iteration": 101879, "loss_box_reg": 0.22763195168226957, "loss_cls": 0.1942624794319272, "loss_mask": 0.24072758667171001, "loss_rpn_cls": 0.034274643287062645, "loss_rpn_loc": 0.07586492318660021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937055781865242, "mask_rcnn/false_negative": 0.09778584820387788, "mask_rcnn/false_positive": 0.11240958795875314, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.0450229200068861, "total_loss": 0.7965013977955095}
{"data_time": 0.019356663106009364, "eta_seconds": 167751.18397318292, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3066355234076753, "fast_rcnn/fg_cls_accuracy": 0.6365345022248788, "iteration": 101899, "loss_box_reg": 0.2432677447795868, "loss_cls": 0.19450067169964314, "loss_mask": 0.25461047515273094, "loss_rpn_cls": 0.03810710564721376, "loss_rpn_loc": 0.0784025932662189, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919625708798244, "mask_rcnn/false_negative": 0.09062264415489975, "mask_rcnn/false_positive": 0.11504323146451198, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9912952070590109, "total_loss": 0.8073315663496032}
{"data_time": 0.01623616018332541, "eta_seconds": 167980.45839179307, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.28293225761580193, "fast_rcnn/fg_cls_accuracy": 0.6917522854138015, "iteration": 101919, "loss_box_reg": 0.22708466090261936, "loss_cls": 0.18396591302007437, "loss_mask": 0.23824798502027988, "loss_rpn_cls": 0.03949981485493481, "loss_rpn_loc": 0.07813361508306116, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994619554972177, "mask_rcnn/false_negative": 0.1053792163091038, "mask_rcnn/false_positive": 0.10581433272577091, "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": 1.0026900530792773, "total_loss": 0.7506510614184663}
{"data_time": 0.015766497934237123, "eta_seconds": 167960.47023634426, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25589279016762356, "fast_rcnn/fg_cls_accuracy": 0.7058467998473088, "iteration": 101939, "loss_box_reg": 0.23155983444303274, "loss_cls": 0.1854672208428383, "loss_mask": 0.23344220966100693, "loss_rpn_cls": 0.030779238208197057, "loss_rpn_loc": 0.08305104612372816, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037249629226036, "mask_rcnn/false_negative": 0.08345308561233722, "mask_rcnn/false_positive": 0.10366383137002007, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9828690704889596, "total_loss": 0.7684451075037941}
{"data_time": 0.019490162609145045, "eta_seconds": 167782.72398866713, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3404409588635691, "fast_rcnn/fg_cls_accuracy": 0.635894495412844, "iteration": 101959, "loss_box_reg": 0.226517784409225, "loss_cls": 0.18019093573093414, "loss_mask": 0.22671004384756088, "loss_rpn_cls": 0.029018518747761846, "loss_rpn_loc": 0.06277162907645106, "lr": 0.0001, "mask_rcnn/accuracy": 0.897457123388854, "mask_rcnn/false_negative": 0.09045583656845362, "mask_rcnn/false_positive": 0.11968938860952462, "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": 0.9914092144463211, "total_loss": 0.7406590349273756}
{"data_time": 0.013278810074552894, "eta_seconds": 167679.19569078367, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3200351150994928, "fast_rcnn/fg_cls_accuracy": 0.6712261846604788, "iteration": 101979, "loss_box_reg": 0.22414587251842022, "loss_cls": 0.18040446564555168, "loss_mask": 0.23706635646522045, "loss_rpn_cls": 0.0344398133456707, "loss_rpn_loc": 0.08080718747805804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982697988102124, "mask_rcnn/false_negative": 0.08365228214220699, "mask_rcnn/false_positive": 0.12088181980495571, "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": 0.9888543013948947, "total_loss": 0.773844049545005}
{"data_time": 0.018433911493048072, "eta_seconds": 167578.6277577281, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28149386845039015, "fast_rcnn/fg_cls_accuracy": 0.6650007601094557, "iteration": 101999, "loss_box_reg": 0.20489873550832272, "loss_cls": 0.18213746137917042, "loss_mask": 0.23432577680796385, "loss_rpn_cls": 0.03278533858247101, "loss_rpn_loc": 0.06251631025224924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934424419118296, "mask_rcnn/false_negative": 0.09660372937141404, "mask_rcnn/false_positive": 0.11689543070586705, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.002144013531506, "total_loss": 0.7155956532806158}
{"data_time": 0.018491961993277073, "eta_seconds": 167700.9932251647, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3275202536616584, "fast_rcnn/fg_cls_accuracy": 0.6583567262519454, "iteration": 102019, "loss_box_reg": 0.21466055512428284, "loss_cls": 0.16563688311725855, "loss_mask": 0.24633995071053505, "loss_rpn_cls": 0.03629153949441388, "loss_rpn_loc": 0.08012756705284119, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921135783858998, "mask_rcnn/false_negative": 0.10273567408248388, "mask_rcnn/false_positive": 0.1251388083655251, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0402703259605914, "total_loss": 0.7719659176655114}
{"data_time": 0.015991964377462864, "eta_seconds": 167619.31739212014, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2977147530359375, "fast_rcnn/fg_cls_accuracy": 0.6531777557100298, "iteration": 102039, "loss_box_reg": 0.20549188554286957, "loss_cls": 0.178583356551826, "loss_mask": 0.2347385436296463, "loss_rpn_cls": 0.031248320010490716, "loss_rpn_loc": 0.0626191112678498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988652981384376, "mask_rcnn/false_negative": 0.08813737222689541, "mask_rcnn/false_positive": 0.11834671266259829, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9694748944602907, "total_loss": 0.743460503173992}
{"data_time": 0.012516478076577187, "eta_seconds": 167816.60718847532, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2808357518236725, "fast_rcnn/fg_cls_accuracy": 0.6962692357429199, "iteration": 102059, "loss_box_reg": 0.2343740127980709, "loss_cls": 0.1829004418104887, "loss_mask": 0.24392195977270603, "loss_rpn_cls": 0.03113719425164163, "loss_rpn_loc": 0.07092243479564786, "lr": 0.0001, "mask_rcnn/accuracy": 0.902367705034032, "mask_rcnn/false_negative": 0.09727555695059084, "mask_rcnn/false_positive": 0.10850757032553149, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0205565658397973, "total_loss": 0.7681340491399169}
{"data_time": 0.0140327881090343, "eta_seconds": 167700.0849763304, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31015577088188395, "fast_rcnn/fg_cls_accuracy": 0.6617262607522347, "iteration": 102079, "loss_box_reg": 0.2278473749756813, "loss_cls": 0.18552349880337715, "loss_mask": 0.236785139888525, "loss_rpn_cls": 0.04212601319886744, "loss_rpn_loc": 0.07687158370390534, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019238732142525, "mask_rcnn/false_negative": 0.07838071789588444, "mask_rcnn/false_positive": 0.1169479729212583, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.95773188280873, "total_loss": 0.7762953380588442}
{"data_time": 0.021583983907476068, "eta_seconds": 167731.65467248764, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25189749865244815, "fast_rcnn/fg_cls_accuracy": 0.7060548960492431, "iteration": 102099, "loss_box_reg": 0.20382566563785076, "loss_cls": 0.16566195664927363, "loss_mask": 0.23685999773442745, "loss_rpn_cls": 0.029704281594604254, "loss_rpn_loc": 0.06773536023683846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981877759137764, "mask_rcnn/false_negative": 0.08593156883644867, "mask_rcnn/false_positive": 0.11418615727266551, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0049965661019087, "total_loss": 0.6911523400340229}
{"data_time": 0.013752330094575882, "eta_seconds": 167622.96895511448, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2902254178002332, "fast_rcnn/fg_cls_accuracy": 0.6743838347227256, "iteration": 102119, "loss_box_reg": 0.21104119159281254, "loss_cls": 0.17095267586410046, "loss_mask": 0.23616893030703068, "loss_rpn_cls": 0.03472094587050378, "loss_rpn_loc": 0.07836721371859312, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058026051329622, "mask_rcnn/false_negative": 0.08891976673198972, "mask_rcnn/false_positive": 0.10498747927360266, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9751773837488145, "total_loss": 0.7187831639312208}
{"data_time": 0.0165279945358634, "eta_seconds": 167663.6429117294, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3360203094777563, "fast_rcnn/fg_cls_accuracy": 0.6265350877192982, "iteration": 102139, "loss_box_reg": 0.21386992372572422, "loss_cls": 0.1769627258181572, "loss_mask": 0.2376698385924101, "loss_rpn_cls": 0.03517211857251823, "loss_rpn_loc": 0.07974446541629732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903904008590197, "mask_rcnn/false_negative": 0.09069104010717509, "mask_rcnn/false_positive": 0.12223678333769561, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0103629131335765, "total_loss": 0.767414543312043}
{"data_time": 0.012979709543287754, "eta_seconds": 167671.7148316279, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3583427400190114, "fast_rcnn/fg_cls_accuracy": 0.5734436414352733, "iteration": 102159, "loss_box_reg": 0.21507881581783295, "loss_cls": 0.17794199287891388, "loss_mask": 0.24076756462454796, "loss_rpn_cls": 0.0287538708653301, "loss_rpn_loc": 0.07788041071034968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931660544386019, "mask_rcnn/false_negative": 0.10263624717860939, "mask_rcnn/false_positive": 0.11212933558376909, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.002918248064816, "total_loss": 0.7290827772812918}
{"data_time": 0.022783048450946808, "eta_seconds": 167623.68970240932, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.307573620172809, "fast_rcnn/fg_cls_accuracy": 0.65894744905776, "iteration": 102179, "loss_box_reg": 0.23614715598523617, "loss_cls": 0.1778337936848402, "loss_mask": 0.2445969507098198, "loss_rpn_cls": 0.03828676079865545, "loss_rpn_loc": 0.0746159190312028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992055667483771, "mask_rcnn/false_negative": 0.08707934541614595, "mask_rcnn/false_positive": 0.10878606355805451, "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": 1.0050876268651336, "total_loss": 0.7594067002646625}
{"data_time": 0.01694305893033743, "eta_seconds": 167555.04842214286, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3270692073883563, "fast_rcnn/fg_cls_accuracy": 0.6317036932220178, "iteration": 102199, "loss_box_reg": 0.23271246999502182, "loss_cls": 0.1796071846038103, "loss_mask": 0.24450362659990788, "loss_rpn_cls": 0.035200455924496055, "loss_rpn_loc": 0.07367371348664165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858949614328491, "mask_rcnn/false_negative": 0.09091329534792345, "mask_rcnn/false_positive": 0.1260357281103878, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.011200388893485, "total_loss": 0.7880568797700107}
{"data_time": 0.015855808975175023, "eta_seconds": 167439.68249612954, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3125744456661169, "fast_rcnn/fg_cls_accuracy": 0.6646509070918087, "iteration": 102219, "loss_box_reg": 0.2117998693138361, "loss_cls": 0.1806468633003533, "loss_mask": 0.2552897296845913, "loss_rpn_cls": 0.04213618382345885, "loss_rpn_loc": 0.07226339890621603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891379989495798, "mask_rcnn/false_negative": 0.10695344063677385, "mask_rcnn/false_positive": 0.11739161005750601, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9892378929071128, "total_loss": 0.7447382312966511}
{"data_time": 0.01972493762150407, "eta_seconds": 167563.7598884292, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2820110258868648, "fast_rcnn/fg_cls_accuracy": 0.6968859617724963, "iteration": 102239, "loss_box_reg": 0.2136682327836752, "loss_cls": 0.16860554832965136, "loss_mask": 0.237039715051651, "loss_rpn_cls": 0.034321239800192416, "loss_rpn_loc": 0.07361837453208864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952134847960318, "mask_rcnn/false_negative": 0.09625251948904817, "mask_rcnn/false_positive": 0.11770475940345046, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0292846539523453, "total_loss": 0.7451251843012869}
{"data_time": 0.015790483681485057, "eta_seconds": 167616.7541371612, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32909304002884965, "fast_rcnn/fg_cls_accuracy": 0.652762426698597, "iteration": 102259, "loss_box_reg": 0.21998727694153786, "loss_cls": 0.18048220267519355, "loss_mask": 0.2459309734404087, "loss_rpn_cls": 0.03799730306491256, "loss_rpn_loc": 0.07691752631217241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843445340276643, "mask_rcnn/false_negative": 0.09675869668441556, "mask_rcnn/false_positive": 0.13639483433413616, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0270173021126539, "total_loss": 0.7625138041330501}
{"data_time": 0.017950737616047263, "eta_seconds": 167551.83514990844, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2599582898852972, "fast_rcnn/fg_cls_accuracy": 0.7234771591874343, "iteration": 102279, "loss_box_reg": 0.22315955441445112, "loss_cls": 0.17403470166027546, "loss_mask": 0.23842748627066612, "loss_rpn_cls": 0.033865654142573476, "loss_rpn_loc": 0.07350624888204038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984146679819964, "mask_rcnn/false_negative": 0.0895184573626995, "mask_rcnn/false_positive": 0.11576545638243216, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9935759198851883, "total_loss": 0.7597050431068055}
{"data_time": 0.013088747626170516, "eta_seconds": 167669.0624137642, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2916666666666667, "fast_rcnn/fg_cls_accuracy": 0.6432873090481785, "iteration": 102299, "loss_box_reg": 0.2327570877969265, "loss_cls": 0.19688113406300545, "loss_mask": 0.2629728186875582, "loss_rpn_cls": 0.03636216348968446, "loss_rpn_loc": 0.07423428259789944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838848859185198, "mask_rcnn/false_negative": 0.09718362603453158, "mask_rcnn/false_positive": 0.12876174096418497, "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": 1.0074453130364418, "total_loss": 0.807364085689187}
{"data_time": 0.015512557234615088, "eta_seconds": 167589.4159975648, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3144350347142748, "fast_rcnn/fg_cls_accuracy": 0.650190535578189, "iteration": 102319, "loss_box_reg": 0.20636945217847824, "loss_cls": 0.182087242603302, "loss_mask": 0.22671794705092907, "loss_rpn_cls": 0.033775805844925344, "loss_rpn_loc": 0.06727200385648757, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965537351304158, "mask_rcnn/false_negative": 0.08735603752022886, "mask_rcnn/false_positive": 0.11506852084182066, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.972626872593537, "total_loss": 0.7059390555950813}
{"data_time": 0.015321612590923905, "eta_seconds": 167569.4268019544, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3431124850919591, "fast_rcnn/fg_cls_accuracy": 0.5781455827986233, "iteration": 102339, "loss_box_reg": 0.20112046599388123, "loss_cls": 0.17921223118901253, "loss_mask": 0.23161673732101917, "loss_rpn_cls": 0.03756008483469486, "loss_rpn_loc": 0.0881321175256744, "lr": 0.0001, "mask_rcnn/accuracy": 0.897820760469793, "mask_rcnn/false_negative": 0.1052085814804635, "mask_rcnn/false_positive": 0.10970644068440251, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9936065771616995, "total_loss": 0.7358646731008776}
{"data_time": 0.014364982955157757, "eta_seconds": 167549.437606344, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.34833103699274703, "fast_rcnn/fg_cls_accuracy": 0.6223711233004914, "iteration": 102359, "loss_box_reg": 0.2119334377348423, "loss_cls": 0.1667541339993477, "loss_mask": 0.265377888455987, "loss_rpn_cls": 0.03519962867721915, "loss_rpn_loc": 0.07682066224515438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754158481157791, "mask_rcnn/false_negative": 0.10430334964880314, "mask_rcnn/false_positive": 0.1318934012774611, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0163134571630508, "total_loss": 0.7647781006526202}
{"data_time": 0.018786694621667266, "eta_seconds": 167451.93541514222, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.27704918032786885, "fast_rcnn/fg_cls_accuracy": 0.693075925775869, "iteration": 102379, "loss_box_reg": 0.22530504688620567, "loss_cls": 0.18452406348660588, "loss_mask": 0.23927224427461624, "loss_rpn_cls": 0.03896341338986531, "loss_rpn_loc": 0.07813887763768435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993379841000608, "mask_rcnn/false_negative": 0.08348487755793253, "mask_rcnn/false_positive": 0.11746564861273864, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0396957783959806, "total_loss": 0.7793498614919372}
{"data_time": 0.012816584436222911, "eta_seconds": 167431.95546818897, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31252983628654063, "fast_rcnn/fg_cls_accuracy": 0.6709997735102338, "iteration": 102399, "loss_box_reg": 0.221477503888309, "loss_cls": 0.1781848594546318, "loss_mask": 0.242607019841671, "loss_rpn_cls": 0.031775171344634145, "loss_rpn_loc": 0.07205994054675102, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027313687795402, "mask_rcnn/false_negative": 0.08820050605121885, "mask_rcnn/false_positive": 0.10921369709283682, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9832643517293036, "total_loss": 0.755855958443135}
{"data_time": 0.013523854548111558, "eta_seconds": 167513.10315433424, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3235924611136835, "fast_rcnn/fg_cls_accuracy": 0.6356080360317649, "iteration": 102419, "loss_box_reg": 0.2085758838802576, "loss_cls": 0.1805041702464223, "loss_mask": 0.2386185098439455, "loss_rpn_cls": 0.03347008756827563, "loss_rpn_loc": 0.06901314994320273, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910156721340488, "mask_rcnn/false_negative": 0.0952798730894929, "mask_rcnn/false_positive": 0.114780427304845, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0298857598099858, "total_loss": 0.7376887546852231}
{"data_time": 0.015505215618759394, "eta_seconds": 167391.99557428248, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31088187702265374, "fast_rcnn/fg_cls_accuracy": 0.6617912831505064, "iteration": 102439, "loss_box_reg": 0.2138680387288332, "loss_cls": 0.17960443533957005, "loss_mask": 0.24563796631991863, "loss_rpn_cls": 0.0329358646995388, "loss_rpn_loc": 0.06860217457870021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924736811641574, "mask_rcnn/false_negative": 0.09529968454341775, "mask_rcnn/false_positive": 0.09977707053649948, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9808899925556034, "total_loss": 0.7229391998262145}
{"data_time": 0.015953622525557876, "eta_seconds": 167295.42796570808, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.309872425220386, "fast_rcnn/fg_cls_accuracy": 0.6518934081346424, "iteration": 102459, "loss_box_reg": 0.21512764133512974, "loss_cls": 0.17500222055241466, "loss_mask": 0.24030266515910625, "loss_rpn_cls": 0.03229226847179234, "loss_rpn_loc": 0.0832719961181283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896512206060807, "mask_rcnn/false_negative": 0.09524588952256874, "mask_rcnn/false_positive": 0.1292964009843605, "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": 0.999486390966922, "total_loss": 0.7504002936184406}
{"data_time": 0.016008364036679268, "eta_seconds": 167352.035680376, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2946344892221181, "fast_rcnn/fg_cls_accuracy": 0.6571609828557281, "iteration": 102479, "loss_box_reg": 0.2231589276343584, "loss_cls": 0.18396260309964418, "loss_mask": 0.24492851085960865, "loss_rpn_cls": 0.03660132666118443, "loss_rpn_loc": 0.06861451116856188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938881694345349, "mask_rcnn/false_negative": 0.08295634094157198, "mask_rcnn/false_positive": 0.11730014004073777, "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": 1.0191472242586315, "total_loss": 0.7662366151926108}
{"data_time": 0.01512728608213365, "eta_seconds": 167409.51323707122, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30754980937154097, "fast_rcnn/fg_cls_accuracy": 0.6628131021194605, "iteration": 102499, "loss_box_reg": 0.21146346256136894, "loss_cls": 0.1876385733485222, "loss_mask": 0.24265425466001034, "loss_rpn_cls": 0.03747460013255477, "loss_rpn_loc": 0.07679082849062979, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977449380783402, "mask_rcnn/false_negative": 0.0930984486364114, "mask_rcnn/false_positive": 0.11374317366820866, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9866775989066809, "total_loss": 0.7514211374800652}
{"data_time": 0.01594196236692369, "eta_seconds": 167312.0757864695, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3002316790635289, "fast_rcnn/fg_cls_accuracy": 0.6748040370920642, "iteration": 102519, "loss_box_reg": 0.21614748798310757, "loss_cls": 0.16985192708671093, "loss_mask": 0.24215560406446457, "loss_rpn_cls": 0.03749290597625077, "loss_rpn_loc": 0.06743813469074667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973124637725457, "mask_rcnn/false_negative": 0.10141762640863894, "mask_rcnn/false_positive": 0.09892943658771833, "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": 0.9891818172764033, "total_loss": 0.7674146441277117}
{"data_time": 0.014643874019384384, "eta_seconds": 167215.54474834353, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3342735695676872, "fast_rcnn/fg_cls_accuracy": 0.6431999373175844, "iteration": 102539, "loss_box_reg": 0.23869670741260052, "loss_cls": 0.1827669395133853, "loss_mask": 0.23852425441145897, "loss_rpn_cls": 0.03790297138039023, "loss_rpn_loc": 0.0683516061399132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892913599498699, "mask_rcnn/false_negative": 0.09576089007589196, "mask_rcnn/false_positive": 0.13075727297116435, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0101786467712373, "total_loss": 0.7598399098496884}
{"data_time": 0.013888140209019184, "eta_seconds": 167272.11589256302, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29233176838810637, "fast_rcnn/fg_cls_accuracy": 0.6738858548380373, "iteration": 102559, "loss_box_reg": 0.21862364374101162, "loss_cls": 0.17901157401502132, "loss_mask": 0.24668347276747227, "loss_rpn_cls": 0.0344495513709262, "loss_rpn_loc": 0.09541645715944469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879907718699875, "mask_rcnn/false_negative": 0.09427166120188757, "mask_rcnn/false_positive": 0.1381928555158225, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0041576535440981, "total_loss": 0.8040562765672803}
{"data_time": 0.019128785701468587, "eta_seconds": 167414.26382358652, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.30988372093023253, "fast_rcnn/fg_cls_accuracy": 0.6675068493150685, "iteration": 102579, "loss_box_reg": 0.2214641897007823, "loss_cls": 0.1735388534143567, "loss_mask": 0.2543042078614235, "loss_rpn_cls": 0.0377103709615767, "loss_rpn_loc": 0.07567421277053654, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011546694603227, "mask_rcnn/false_negative": 0.08809374437904645, "mask_rcnn/false_positive": 0.11567046949640226, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 1.0227523352950811, "total_loss": 0.7649254014249891}
{"data_time": 0.017436029156669974, "eta_seconds": 167180.7659899816, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3157416865282034, "fast_rcnn/fg_cls_accuracy": 0.6754067866671677, "iteration": 102599, "loss_box_reg": 0.21390623413026333, "loss_cls": 0.1757232565432787, "loss_mask": 0.22963908314704895, "loss_rpn_cls": 0.03472689399495721, "loss_rpn_loc": 0.07607652980368584, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059533389890533, "mask_rcnn/false_negative": 0.09092512624557586, "mask_rcnn/false_positive": 0.10079648254693738, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9479020494036376, "total_loss": 0.7545315090101212}
{"data_time": 0.01601138385012746, "eta_seconds": 167265.72375711985, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.33307415854585665, "fast_rcnn/fg_cls_accuracy": 0.6549134342764071, "iteration": 102619, "loss_box_reg": 0.22083990462124348, "loss_cls": 0.1826524380594492, "loss_mask": 0.24284036830067635, "loss_rpn_cls": 0.03144181577954441, "loss_rpn_loc": 0.06118910701479763, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039597112097563, "mask_rcnn/false_negative": 0.07686523926211825, "mask_rcnn/false_positive": 0.11347222315532056, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0404922298621386, "total_loss": 0.7561067003989592}
{"data_time": 0.01593144773505628, "eta_seconds": 167192.19610475004, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30798329002335445, "fast_rcnn/fg_cls_accuracy": 0.6641196013289037, "iteration": 102639, "loss_box_reg": 0.2280022380873561, "loss_cls": 0.19149574264883995, "loss_mask": 0.23978746868669987, "loss_rpn_cls": 0.0345993164810352, "loss_rpn_loc": 0.07044895546277985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916131105443104, "mask_rcnn/false_negative": 0.08443977933199985, "mask_rcnn/false_positive": 0.1276891730438177, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9941263098735362, "total_loss": 0.768650138983503}
{"data_time": 0.01515323668718338, "eta_seconds": 167336.48298902437, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3146129893238434, "fast_rcnn/fg_cls_accuracy": 0.6745262041598248, "iteration": 102659, "loss_box_reg": 0.2375888805836439, "loss_cls": 0.19339719228446484, "loss_mask": 0.23752108588814735, "loss_rpn_cls": 0.032036384334787726, "loss_rpn_loc": 0.07872126437723637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949738824101069, "mask_rcnn/false_negative": 0.11072461329040269, "mask_rcnn/false_positive": 0.10537839573046626, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0089857624843717, "total_loss": 0.7638501808978617}
{"data_time": 0.020908002741634846, "eta_seconds": 167205.76472124085, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3139672924155683, "fast_rcnn/fg_cls_accuracy": 0.6610629863456173, "iteration": 102679, "loss_box_reg": 0.24308529496192932, "loss_cls": 0.19025736954063177, "loss_mask": 0.2485664952546358, "loss_rpn_cls": 0.031288544065319, "loss_rpn_loc": 0.08476251061074436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929362604324063, "mask_rcnn/false_negative": 0.08677612442780509, "mask_rcnn/false_positive": 0.12469276756428718, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0050495930481702, "total_loss": 0.8027800191193819}
{"data_time": 0.02529941452667117, "eta_seconds": 167296.48382971063, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.27279411764705885, "fast_rcnn/fg_cls_accuracy": 0.6713132795304475, "iteration": 102699, "loss_box_reg": 0.22774293646216393, "loss_cls": 0.17203621938824654, "loss_mask": 0.2413132581859827, "loss_rpn_cls": 0.03673859947593883, "loss_rpn_loc": 0.0912188203074038, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047145205096965, "mask_rcnn/false_negative": 0.09672113372020189, "mask_rcnn/false_positive": 0.10149253564363159, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0037167987320572, "total_loss": 0.7923178120981902}
{"data_time": 0.015360584715381265, "eta_seconds": 167340.04509715363, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3259897996740102, "fast_rcnn/fg_cls_accuracy": 0.6508119461093183, "iteration": 102719, "loss_box_reg": 0.2238859422504902, "loss_cls": 0.18164454400539398, "loss_mask": 0.2341198418289423, "loss_rpn_cls": 0.03623016644269228, "loss_rpn_loc": 0.07866997760720551, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009868613079943, "mask_rcnn/false_negative": 0.08761310378123796, "mask_rcnn/false_positive": 0.11325417380833044, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9762707585468888, "total_loss": 0.7652612525271252}
{"data_time": 0.01577504607848823, "eta_seconds": 167359.5012198249, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.33546345447121273, "fast_rcnn/fg_cls_accuracy": 0.608889707300819, "iteration": 102739, "loss_box_reg": 0.23167056031525135, "loss_cls": 0.1868582284078002, "loss_mask": 0.24145274609327316, "loss_rpn_cls": 0.03146444994490594, "loss_rpn_loc": 0.05898940935730934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896819392176707, "mask_rcnn/false_negative": 0.10386121184468312, "mask_rcnn/false_positive": 0.1139667939229545, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0348294926807284, "total_loss": 0.7632977267494425}
{"data_time": 0.01563993119634688, "eta_seconds": 167430.80570516177, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3328229117587669, "fast_rcnn/fg_cls_accuracy": 0.6406498673740053, "iteration": 102759, "loss_box_reg": 0.2049072775989771, "loss_cls": 0.17398122232407331, "loss_mask": 0.23009600304067135, "loss_rpn_cls": 0.034388324711471796, "loss_rpn_loc": 0.07681937422603369, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945411623704, "mask_rcnn/false_negative": 0.09650617695127012, "mask_rcnn/false_positive": 0.10283253269826595, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0072822123765945, "total_loss": 0.7080765309510753}
{"data_time": 0.017309577902778983, "eta_seconds": 167443.85010535363, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.23069218916676543, "fast_rcnn/fg_cls_accuracy": 0.7315606551133117, "iteration": 102779, "loss_box_reg": 0.2116779237985611, "loss_cls": 0.1776640098541975, "loss_mask": 0.2372592929750681, "loss_rpn_cls": 0.03388234181329608, "loss_rpn_loc": 0.06132064270786941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937784773709734, "mask_rcnn/false_negative": 0.08246705404153874, "mask_rcnn/false_positive": 0.11316870475296961, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0100366272963583, "total_loss": 0.7319892605300993}
{"data_time": 0.01751585747115314, "eta_seconds": 167472.25618828088, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.30056780428873453, "fast_rcnn/fg_cls_accuracy": 0.6672921248420758, "iteration": 102799, "loss_box_reg": 0.2220042198896408, "loss_cls": 0.17753811972215772, "loss_mask": 0.252085680142045, "loss_rpn_cls": 0.030452044680714607, "loss_rpn_loc": 0.06988117343280464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905739566510058, "mask_rcnn/false_negative": 0.09706644481899374, "mask_rcnn/false_positive": 0.13288760861450527, "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": 1.0200066780671477, "total_loss": 0.7434534853091463}
{"data_time": 0.016778187360614538, "eta_seconds": 167403.7965591019, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.25655801889100965, "fast_rcnn/fg_cls_accuracy": 0.6781708491474536, "iteration": 102819, "loss_box_reg": 0.21274028345942497, "loss_cls": 0.17037284281104803, "loss_mask": 0.24021518044173717, "loss_rpn_cls": 0.03384464140981436, "loss_rpn_loc": 0.06371045741252601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893678462466166, "mask_rcnn/false_negative": 0.10389268895253254, "mask_rcnn/false_positive": 0.11451979066058737, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9605602636002004, "total_loss": 0.7328444118611515}
{"data_time": 0.02464546891860664, "eta_seconds": 167432.19105522148, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2995186623881101, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 102839, "loss_box_reg": 0.22390519827604294, "loss_cls": 0.17603409150615335, "loss_mask": 0.24433542415499687, "loss_rpn_cls": 0.0438318511005491, "loss_rpn_loc": 0.0914772767573595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937677727168414, "mask_rcnn/false_negative": 0.10231291746347951, "mask_rcnn/false_positive": 0.10442495832596622, "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": 1.0259684259071946, "total_loss": 0.781122135464102}
{"data_time": 0.025835911510512233, "eta_seconds": 167330.69161421154, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2954735888096582, "fast_rcnn/fg_cls_accuracy": 0.676893520405193, "iteration": 102859, "loss_box_reg": 0.2232008147984743, "loss_cls": 0.19155882392078638, "loss_mask": 0.23288278095424175, "loss_rpn_cls": 0.035014024120755494, "loss_rpn_loc": 0.0673174005933106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974908039379323, "mask_rcnn/false_negative": 0.09301604005818093, "mask_rcnn/false_positive": 0.11519705748336351, "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": 0.9493229598738253, "total_loss": 0.7618897729553282}
{"data_time": 0.02260101865977049, "eta_seconds": 167241.0959184356, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3244203821656051, "fast_rcnn/fg_cls_accuracy": 0.6340258855585831, "iteration": 102879, "loss_box_reg": 0.2508684676140547, "loss_cls": 0.19273403473198414, "loss_mask": 0.2512702029198408, "loss_rpn_cls": 0.03852401557378471, "loss_rpn_loc": 0.06926193495746702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917704598012446, "mask_rcnn/false_negative": 0.08484754584077973, "mask_rcnn/false_positive": 0.12887587316480226, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0235585512127727, "total_loss": 0.8111767758382484}
{"data_time": 0.014586411416530609, "eta_seconds": 167290.64597783145, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.28727070031417856, "fast_rcnn/fg_cls_accuracy": 0.7051926403919737, "iteration": 102899, "loss_box_reg": 0.21715687960386276, "loss_cls": 0.18232194101437926, "loss_mask": 0.2431801576167345, "loss_rpn_cls": 0.03456208878196776, "loss_rpn_loc": 0.06386253196978942, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959168419572145, "mask_rcnn/false_negative": 0.09175991796441652, "mask_rcnn/false_positive": 0.11581030975611616, "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": 1.0107227666303515, "total_loss": 0.7361969007179141}
{"data_time": 0.01775971008464694, "eta_seconds": 167325.7886108663, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.31202185792349724, "fast_rcnn/fg_cls_accuracy": 0.6545614035087719, "iteration": 102919, "loss_box_reg": 0.22237214725464582, "loss_cls": 0.18745805323123932, "loss_mask": 0.23776314593851566, "loss_rpn_cls": 0.032673574751242995, "loss_rpn_loc": 0.08434506168123335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916827541827541, "mask_rcnn/false_negative": 0.0975442407892004, "mask_rcnn/false_positive": 0.12604989749263001, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0289220814593136, "total_loss": 0.7794344769790769}
{"data_time": 0.01647607539780438, "eta_seconds": 167332.028222573, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3252800183493253, "fast_rcnn/fg_cls_accuracy": 0.6609064858820239, "iteration": 102939, "loss_box_reg": 0.21251108683645725, "loss_cls": 0.17193937674164772, "loss_mask": 0.23199310153722763, "loss_rpn_cls": 0.03683734382502735, "loss_rpn_loc": 0.06210047611966729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948277838083794, "mask_rcnn/false_negative": 0.0829217512571102, "mask_rcnn/false_positive": 0.13293173892151433, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9878763863816857, "total_loss": 0.7455355537240393}
{"data_time": 0.015299548394978046, "eta_seconds": 167285.72976753116, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3379313706375512, "fast_rcnn/fg_cls_accuracy": 0.6244432661717921, "iteration": 102959, "loss_box_reg": 0.22187565825879574, "loss_cls": 0.18867204058915377, "loss_mask": 0.24726658686995506, "loss_rpn_cls": 0.03606781782582402, "loss_rpn_loc": 0.06564657099079341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900721948858594, "mask_rcnn/false_negative": 0.10166526128706219, "mask_rcnn/false_positive": 0.12192412714869155, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9935899924021214, "total_loss": 0.7772927975747734}
{"data_time": 0.02292888518422842, "eta_seconds": 167244.7663779743, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.28918140682846566, "fast_rcnn/fg_cls_accuracy": 0.6694570135746606, "iteration": 102979, "loss_box_reg": 0.20144790410995483, "loss_cls": 0.1696182144805789, "loss_mask": 0.2434234768152237, "loss_rpn_cls": 0.029849114012904465, "loss_rpn_loc": 0.09226442128419876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919442963752666, "mask_rcnn/false_negative": 0.08815972092456492, "mask_rcnn/false_positive": 0.12457443664328365, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9658883579540998, "total_loss": 0.6897907358943485}
{"data_time": 0.02100113104097545, "eta_seconds": 167245.67092419602, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3440366972477064, "fast_rcnn/fg_cls_accuracy": 0.6330808080808081, "iteration": 102999, "loss_box_reg": 0.2096910160034895, "loss_cls": 0.18136728554964066, "loss_mask": 0.24991481937468052, "loss_rpn_cls": 0.03364503977354616, "loss_rpn_loc": 0.0722551392391324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8779177522141419, "mask_rcnn/false_negative": 0.10250240569080354, "mask_rcnn/false_positive": 0.14578195711698194, "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": 1.0088141288142651, "total_loss": 0.7674362233374268}
{"data_time": 0.014862069161608815, "eta_seconds": 167225.64150252845, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27555484569873057, "fast_rcnn/fg_cls_accuracy": 0.698322164186459, "iteration": 103019, "loss_box_reg": 0.21368643268942833, "loss_cls": 0.1645990926772356, "loss_mask": 0.22690211236476898, "loss_rpn_cls": 0.03197664732579142, "loss_rpn_loc": 0.07175867445766926, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057509517740054, "mask_rcnn/false_negative": 0.0875509670937265, "mask_rcnn/false_positive": 0.10015407167865492, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0133057194761932, "total_loss": 0.7297315454343334}
{"data_time": 0.014543440658599138, "eta_seconds": 167168.24579847977, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.27500206628646995, "fast_rcnn/fg_cls_accuracy": 0.6941090946854636, "iteration": 103039, "loss_box_reg": 0.20099400356411934, "loss_cls": 0.16241916455328465, "loss_mask": 0.2366864327341318, "loss_rpn_cls": 0.02647630264982581, "loss_rpn_loc": 0.06383556011132896, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065312500496733, "mask_rcnn/false_negative": 0.08492895523740719, "mask_rcnn/false_positive": 0.10918667863213763, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.9739930359646678, "total_loss": 0.6888351169181988}
{"data_time": 0.01448545791208744, "eta_seconds": 167045.979954903, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3492554991539763, "fast_rcnn/fg_cls_accuracy": 0.6276126920171241, "iteration": 103059, "loss_box_reg": 0.2111903578042984, "loss_cls": 0.1806179154664278, "loss_mask": 0.241089953109622, "loss_rpn_cls": 0.038874916499480605, "loss_rpn_loc": 0.08015865343622863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990482295461113, "mask_rcnn/false_negative": 0.08964178410085522, "mask_rcnn/false_positive": 0.11830090307711953, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9660833673551679, "total_loss": 0.7455209290492348}
{"data_time": 0.01391891180537641, "eta_seconds": 167127.01261231676, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.277752036758176, "fast_rcnn/fg_cls_accuracy": 0.7086528743832115, "iteration": 103079, "loss_box_reg": 0.22018613619729877, "loss_cls": 0.17260295618325472, "loss_mask": 0.23439743649214506, "loss_rpn_cls": 0.03371453448198736, "loss_rpn_loc": 0.07694281078875065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984191142833606, "mask_rcnn/false_negative": 0.0782132223226595, "mask_rcnn/false_positive": 0.11586251067145463, "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": 0.9924436483997852, "total_loss": 0.7476454746210948}
{"data_time": 0.02121637249365449, "eta_seconds": 167088.99161582813, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27322073410431047, "fast_rcnn/fg_cls_accuracy": 0.6661458333333333, "iteration": 103099, "loss_box_reg": 0.20981054194271564, "loss_cls": 0.1731110429391265, "loss_mask": 0.24265536293387413, "loss_rpn_cls": 0.02981361444108188, "loss_rpn_loc": 0.07014861598145217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977988164239443, "mask_rcnn/false_negative": 0.09212222832686057, "mask_rcnn/false_positive": 0.11491056143634358, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9860452516004443, "total_loss": 0.7351325964555144}
{"data_time": 0.0179702325258404, "eta_seconds": 167086.9630046934, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.27786930923363945, "fast_rcnn/fg_cls_accuracy": 0.6837452938287772, "iteration": 103119, "loss_box_reg": 0.1992663713172078, "loss_cls": 0.1748692039400339, "loss_mask": 0.23914020508527756, "loss_rpn_cls": 0.03222191100940108, "loss_rpn_loc": 0.07100355718284845, "lr": 0.0001, "mask_rcnn/accuracy": 0.9117568698385163, "mask_rcnn/false_negative": 0.08306678296777324, "mask_rcnn/false_positive": 0.10854001986650069, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.007393564330414, "total_loss": 0.7259612684138119}
{"data_time": 0.016623231815174222, "eta_seconds": 167064.5476363739, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3237006237006237, "fast_rcnn/fg_cls_accuracy": 0.6468358602504944, "iteration": 103139, "loss_box_reg": 0.218719694763422, "loss_cls": 0.18882848881185055, "loss_mask": 0.24761419370770454, "loss_rpn_cls": 0.036707936553284526, "loss_rpn_loc": 0.08968786388868466, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965766803287685, "mask_rcnn/false_negative": 0.08035965478495487, "mask_rcnn/false_positive": 0.12494034561733366, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9963568164967, "total_loss": 0.7606197167187929}
{"data_time": 0.018425744958221912, "eta_seconds": 167028.92367396504, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3060715699021991, "fast_rcnn/fg_cls_accuracy": 0.6772370486656201, "iteration": 103159, "loss_box_reg": 0.24564398266375065, "loss_cls": 0.20460371859371662, "loss_mask": 0.25487713515758514, "loss_rpn_cls": 0.035207998123951256, "loss_rpn_loc": 0.07661967910826206, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042895577837844, "mask_rcnn/false_negative": 0.08181605354888585, "mask_rcnn/false_positive": 0.1149391709383473, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0054499795660377, "total_loss": 0.8263269432354718}
{"data_time": 0.0185743800830096, "eta_seconds": 167025.46309676487, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3333806097160431, "fast_rcnn/fg_cls_accuracy": 0.608824586628325, "iteration": 103179, "loss_box_reg": 0.20011435728520155, "loss_cls": 0.18144117295742035, "loss_mask": 0.2499037068337202, "loss_rpn_cls": 0.03427633456885815, "loss_rpn_loc": 0.06151841348037124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912214885954381, "mask_rcnn/false_negative": 0.09176343153126959, "mask_rcnn/false_positive": 0.11675066961784018, "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": 1.0046270901802927, "total_loss": 0.7102161049842834}
{"data_time": 0.015434614615514874, "eta_seconds": 166941.59851083532, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2968560848821477, "fast_rcnn/fg_cls_accuracy": 0.6685215291558084, "iteration": 103199, "loss_box_reg": 0.1925655179657042, "loss_cls": 0.1668736571446061, "loss_mask": 0.2344880774617195, "loss_rpn_cls": 0.030572339659556746, "loss_rpn_loc": 0.06052918988279998, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019729485482326, "mask_rcnn/false_negative": 0.08083168089893608, "mask_rcnn/false_positive": 0.09484179003013689, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9846314385067672, "total_loss": 0.7111637028865516}
{"data_time": 0.017717918381094933, "eta_seconds": 166988.02128815558, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2788888888888889, "fast_rcnn/fg_cls_accuracy": 0.7124074074074074, "iteration": 103219, "loss_box_reg": 0.21125982142984867, "loss_cls": 0.17564181797206402, "loss_mask": 0.24726894311606884, "loss_rpn_cls": 0.03412101627327502, "loss_rpn_loc": 0.06230013584718108, "lr": 0.0001, "mask_rcnn/accuracy": 0.896473242135282, "mask_rcnn/false_negative": 0.09594773586396968, "mask_rcnn/false_positive": 0.11605794613203207, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.023529950529337, "total_loss": 0.7367484015994705}
{"data_time": 0.015472255414351821, "eta_seconds": 166844.23439824022, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27925021795989535, "fast_rcnn/fg_cls_accuracy": 0.6946981794953689, "iteration": 103239, "loss_box_reg": 0.19680592929944396, "loss_cls": 0.16628078231588006, "loss_mask": 0.23161025904119015, "loss_rpn_cls": 0.03443235403392464, "loss_rpn_loc": 0.06918824813328683, "lr": 0.0001, "mask_rcnn/accuracy": 0.901534661627114, "mask_rcnn/false_negative": 0.08300079882553876, "mask_rcnn/false_positive": 0.10424894409801252, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9586210176348686, "total_loss": 0.7133105691173114}
{"data_time": 0.01766989752650261, "eta_seconds": 166824.22429576982, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.31385223614192537, "fast_rcnn/fg_cls_accuracy": 0.6166417749641485, "iteration": 103259, "loss_box_reg": 0.214872176758945, "loss_cls": 0.18047668226063251, "loss_mask": 0.246225131675601, "loss_rpn_cls": 0.02861896890681237, "loss_rpn_loc": 0.08968840353190899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931522036870136, "mask_rcnn/false_negative": 0.09190480467157416, "mask_rcnn/false_positive": 0.1404894629348235, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0089224185794592, "total_loss": 0.7462350117275491}
{"data_time": 0.017379795433953404, "eta_seconds": 166861.53059788048, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3077318957259034, "fast_rcnn/fg_cls_accuracy": 0.6352717847625305, "iteration": 103279, "loss_box_reg": 0.21808757074177265, "loss_cls": 0.1731194406747818, "loss_mask": 0.23950364626944065, "loss_rpn_cls": 0.03820970724336803, "loss_rpn_loc": 0.07349476870149374, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029410321821036, "mask_rcnn/false_negative": 0.08743518997197203, "mask_rcnn/false_positive": 0.09167492760634939, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0323483140673488, "total_loss": 0.7431592714274302}
{"data_time": 0.021776081528514624, "eta_seconds": 166589.45206294302, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.33511965259170284, "fast_rcnn/fg_cls_accuracy": 0.6276026527140797, "iteration": 103299, "loss_box_reg": 0.23402415215969086, "loss_cls": 0.19304669927805662, "loss_mask": 0.23114815913140774, "loss_rpn_cls": 0.03946382971480489, "loss_rpn_loc": 0.07507561484817415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954922013850586, "mask_rcnn/false_negative": 0.08208444214314772, "mask_rcnn/false_positive": 0.1355895087096374, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 0.9869538659695536, "total_loss": 0.7715607206337154}
{"data_time": 0.013973306166008115, "eta_seconds": 166764.1939883586, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.29618967988533207, "fast_rcnn/fg_cls_accuracy": 0.69136649514008, "iteration": 103319, "loss_box_reg": 0.22883627749979496, "loss_cls": 0.19309464655816555, "loss_mask": 0.24410851672291756, "loss_rpn_cls": 0.04031573003157973, "loss_rpn_loc": 0.07432866422459483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981475345732852, "mask_rcnn/false_negative": 0.0856220995363386, "mask_rcnn/false_positive": 0.12036397677678973, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9920306843705475, "total_loss": 0.801586274348665}
{"data_time": 0.012641772162169218, "eta_seconds": 166817.72931151092, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.33402203856749313, "fast_rcnn/fg_cls_accuracy": 0.6496786042240588, "iteration": 103339, "loss_box_reg": 0.23969841934740543, "loss_cls": 0.19802513346076012, "loss_mask": 0.255661528557539, "loss_rpn_cls": 0.04010612319689244, "loss_rpn_loc": 0.07570938300341368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806679723570624, "mask_rcnn/false_negative": 0.09809763240233108, "mask_rcnn/false_positive": 0.12996551930574576, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0124594510998577, "total_loss": 0.8057290627621114}
{"data_time": 0.02053430979140103, "eta_seconds": 166687.43099378422, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33129854368932043, "fast_rcnn/fg_cls_accuracy": 0.654004329004329, "iteration": 103359, "loss_box_reg": 0.21766318194568157, "loss_cls": 0.18046092055737972, "loss_mask": 0.24529164470732212, "loss_rpn_cls": 0.03719642816577107, "loss_rpn_loc": 0.06680211261846125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998818271105584, "mask_rcnn/false_negative": 0.08534413747965053, "mask_rcnn/false_positive": 0.11397169114801915, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9931573818903416, "total_loss": 0.743356951745227}
{"data_time": 0.014466268941760063, "eta_seconds": 166509.50511534233, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2596153846153846, "fast_rcnn/fg_cls_accuracy": 0.6696165191740413, "iteration": 103379, "loss_box_reg": 0.2117504682391882, "loss_cls": 0.17739818803966045, "loss_mask": 0.22329258173704147, "loss_rpn_cls": 0.032088384847156703, "loss_rpn_loc": 0.06523456273134798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954827848531043, "mask_rcnn/false_negative": 0.08845929446114054, "mask_rcnn/false_positive": 0.13135599540882065, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0024873637594283, "total_loss": 0.733619972190354}
{"data_time": 0.018811762798577547, "eta_seconds": 166599.15407672524, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27936273706072035, "fast_rcnn/fg_cls_accuracy": 0.6859223387082469, "iteration": 103399, "loss_box_reg": 0.2159255389124155, "loss_cls": 0.17589282616972923, "loss_mask": 0.23592771589756012, "loss_rpn_cls": 0.035325651755556464, "loss_rpn_loc": 0.07436621747910976, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004348007595795, "mask_rcnn/false_negative": 0.08382839909067938, "mask_rcnn/false_positive": 0.11499460503690903, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9918091497384012, "total_loss": 0.7213871069252491}
{"data_time": 0.01570891193114221, "eta_seconds": 166336.54355119448, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3423616539475063, "fast_rcnn/fg_cls_accuracy": 0.6402801120448179, "iteration": 103419, "loss_box_reg": 0.21194664295762777, "loss_cls": 0.18681325856596231, "loss_mask": 0.24623510241508484, "loss_rpn_cls": 0.03191529936157167, "loss_rpn_loc": 0.06855300161987543, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892305944784078, "mask_rcnn/false_negative": 0.09683967983797763, "mask_rcnn/false_positive": 0.12213638543835334, "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": 0.9984176892321557, "total_loss": 0.7554320933995768}
{"data_time": 0.020694201346486807, "eta_seconds": 166726.31047625095, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2884252940794177, "fast_rcnn/fg_cls_accuracy": 0.6792020656338498, "iteration": 103439, "loss_box_reg": 0.2247994700446725, "loss_cls": 0.18128658831119537, "loss_mask": 0.25082946196198463, "loss_rpn_cls": 0.03446013212669641, "loss_rpn_loc": 0.07099697249941528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988940218944721, "mask_rcnn/false_negative": 0.08292589158004798, "mask_rcnn/false_positive": 0.126664504825524, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0213287160731852, "total_loss": 0.7677075234241784}
{"data_time": 0.020454996032640338, "eta_seconds": 166697.61574186385, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2896529171647009, "fast_rcnn/fg_cls_accuracy": 0.6854381183121341, "iteration": 103459, "loss_box_reg": 0.21221672650426626, "loss_cls": 0.1852156724780798, "loss_mask": 0.2358932662755251, "loss_rpn_cls": 0.034921008977107704, "loss_rpn_loc": 0.08015530463308096, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001235089584545, "mask_rcnn/false_negative": 0.08742375307890524, "mask_rcnn/false_positive": 0.11108416101726369, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.984075186541304, "total_loss": 0.7856047345558181}
{"data_time": 0.02361981850117445, "eta_seconds": 166567.39683800377, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28205486410972824, "fast_rcnn/fg_cls_accuracy": 0.6489135304659498, "iteration": 103479, "loss_box_reg": 0.20952820032835007, "loss_cls": 0.1684745866805315, "loss_mask": 0.23760104924440384, "loss_rpn_cls": 0.026891506393440068, "loss_rpn_loc": 0.05741630704142153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956958684916274, "mask_rcnn/false_negative": 0.09013335723995305, "mask_rcnn/false_positive": 0.11877055376374798, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 0.9826966167893261, "total_loss": 0.6832034584367648}
{"data_time": 0.014204876963049173, "eta_seconds": 166499.1545844823, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.320140998452456, "fast_rcnn/fg_cls_accuracy": 0.6689937612074118, "iteration": 103499, "loss_box_reg": 0.23569058440625668, "loss_cls": 0.19349166844040155, "loss_mask": 0.2414889819920063, "loss_rpn_cls": 0.03525806393008679, "loss_rpn_loc": 0.07080513751134276, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870572432632708, "mask_rcnn/false_negative": 0.0968895016992585, "mask_rcnn/false_positive": 0.12913496851700543, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9929320600349456, "total_loss": 0.7919544819742441}
{"data_time": 0.014932128367945552, "eta_seconds": 166236.6897010617, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27968366943455913, "fast_rcnn/fg_cls_accuracy": 0.707868722815342, "iteration": 103519, "loss_box_reg": 0.21661217138171196, "loss_cls": 0.17135707382112741, "loss_mask": 0.23606727086007595, "loss_rpn_cls": 0.028536352328956127, "loss_rpn_loc": 0.06655047321692109, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066984053351687, "mask_rcnn/false_negative": 0.08478437517310074, "mask_rcnn/false_positive": 0.10380586653550103, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9806114372331649, "total_loss": 0.7394423948135227}
{"data_time": 0.021021635038778186, "eta_seconds": 166233.82545205764, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32858641819860657, "fast_rcnn/fg_cls_accuracy": 0.646995055154051, "iteration": 103539, "loss_box_reg": 0.23484417237341404, "loss_cls": 0.19126639515161514, "loss_mask": 0.24025255255401134, "loss_rpn_cls": 0.03211846947669983, "loss_rpn_loc": 0.0904770155902952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955177278052083, "mask_rcnn/false_negative": 0.10629450016589795, "mask_rcnn/false_positive": 0.11653404867287144, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0203480771742761, "total_loss": 0.7828312497586012}
{"data_time": 0.014289360959082842, "eta_seconds": 166095.14249081723, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3184483726150393, "fast_rcnn/fg_cls_accuracy": 0.6295675130056682, "iteration": 103559, "loss_box_reg": 0.21910474821925163, "loss_cls": 0.16622437443584204, "loss_mask": 0.24987722001969814, "loss_rpn_cls": 0.03447896195575595, "loss_rpn_loc": 0.0781478607095778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878159369106791, "mask_rcnn/false_negative": 0.09296834461297399, "mask_rcnn/false_positive": 0.13429527586209927, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9834736625198275, "total_loss": 0.764386635622941}
{"data_time": 0.018213707488030195, "eta_seconds": 166029.16819783393, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34471562919838783, "fast_rcnn/fg_cls_accuracy": 0.5892014824797844, "iteration": 103579, "loss_box_reg": 0.2025779616087675, "loss_cls": 0.16516877338290215, "loss_mask": 0.24493521638214588, "loss_rpn_cls": 0.033618581655900925, "loss_rpn_loc": 0.09143896988825873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897281928563058, "mask_rcnn/false_negative": 0.09509421259735044, "mask_rcnn/false_positive": 0.12214945098697626, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0008564724121243, "total_loss": 0.7561229899292812}
{"data_time": 0.01913000736385584, "eta_seconds": 166027.74738669395, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3021450395959344, "fast_rcnn/fg_cls_accuracy": 0.6851787453053275, "iteration": 103599, "loss_box_reg": 0.21756477281451225, "loss_cls": 0.18558487761765718, "loss_mask": 0.2321950849145651, "loss_rpn_cls": 0.03356507478747517, "loss_rpn_loc": 0.08238547656219453, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952948147749793, "mask_rcnn/false_negative": 0.09636786406042652, "mask_rcnn/false_positive": 0.11641786885324629, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9786627825815231, "total_loss": 0.762430579168722}
{"data_time": 0.017796809785068035, "eta_seconds": 165997.6243156381, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2967434365137984, "fast_rcnn/fg_cls_accuracy": 0.6510419600112645, "iteration": 103619, "loss_box_reg": 0.20081252604722977, "loss_cls": 0.16296568932011724, "loss_mask": 0.23694525472819805, "loss_rpn_cls": 0.03322913683950901, "loss_rpn_loc": 0.08094206999521703, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012390308655737, "mask_rcnn/false_negative": 0.08887740664527874, "mask_rcnn/false_positive": 0.12607570719407285, "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": 1.0062604444101453, "total_loss": 0.7044790829531848}
{"data_time": 0.013666209997609258, "eta_seconds": 165977.67027977854, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3738998580461995, "fast_rcnn/fg_cls_accuracy": 0.6057491289198607, "iteration": 103639, "loss_box_reg": 0.24361224565654993, "loss_cls": 0.17734893504530191, "loss_mask": 0.24232503399252892, "loss_rpn_cls": 0.0324605202767998, "loss_rpn_loc": 0.0726634906604886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882543599539774, "mask_rcnn/false_negative": 0.09974178404163606, "mask_rcnn/false_positive": 0.12997746541483868, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9990682804491371, "total_loss": 0.7936698130797595}
{"data_time": 0.022155100479722023, "eta_seconds": 165886.67512283195, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.30286853811934344, "fast_rcnn/fg_cls_accuracy": 0.6541463414634147, "iteration": 103659, "loss_box_reg": 0.22181820310652256, "loss_cls": 0.17905726376920938, "loss_mask": 0.23568526282906532, "loss_rpn_cls": 0.036972968839108944, "loss_rpn_loc": 0.07361494796350598, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006011232250754, "mask_rcnn/false_negative": 0.08192128118272807, "mask_rcnn/false_positive": 0.1162876125195622, "roi_head/num_bg_samples": 460.375, "roi_head/num_fg_samples": 51.625, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9919677244033664, "total_loss": 0.7675079181790352}
{"data_time": 0.015584943350404501, "eta_seconds": 165907.53689020872, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.29362892146103126, "fast_rcnn/fg_cls_accuracy": 0.6742118655417169, "iteration": 103679, "loss_box_reg": 0.21860653813928366, "loss_cls": 0.17485937289893627, "loss_mask": 0.22858174704015255, "loss_rpn_cls": 0.027881564805284142, "loss_rpn_loc": 0.06760399765335023, "lr": 0.0001, "mask_rcnn/accuracy": 0.89963050754791, "mask_rcnn/false_negative": 0.08490086637792527, "mask_rcnn/false_positive": 0.10574758359839198, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0035946820862591, "total_loss": 0.7228036699816585}
{"data_time": 0.014409915776923299, "eta_seconds": 165771.4711502893, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3032007522986905, "fast_rcnn/fg_cls_accuracy": 0.6543692276464022, "iteration": 103699, "loss_box_reg": 0.21417186409235, "loss_cls": 0.17282077763229609, "loss_mask": 0.24345584958791733, "loss_rpn_cls": 0.029139087768271565, "loss_rpn_loc": 0.07939949748106301, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052561046426792, "mask_rcnn/false_negative": 0.08724328018624089, "mask_rcnn/false_positive": 0.11768666422701443, "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": 0.9911364275030792, "total_loss": 0.7672383247409016}
{"data_time": 0.017339641461148858, "eta_seconds": 165840.92256673612, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.302076815709679, "fast_rcnn/fg_cls_accuracy": 0.6415921495761235, "iteration": 103719, "loss_box_reg": 0.21974973194301128, "loss_cls": 0.1788099268451333, "loss_mask": 0.23428352735936642, "loss_rpn_cls": 0.027948974864557385, "loss_rpn_loc": 0.06841992912814021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990993336109954, "mask_rcnn/false_negative": 0.08839760465317738, "mask_rcnn/false_positive": 0.10747018142433948, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9977482897229493, "total_loss": 0.7256506977137178}
{"data_time": 0.015162128955125809, "eta_seconds": 165670.01258779317, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2771936424339321, "fast_rcnn/fg_cls_accuracy": 0.6954022988505747, "iteration": 103739, "loss_box_reg": 0.20487784687429667, "loss_cls": 0.17088952474296093, "loss_mask": 0.2440515123307705, "loss_rpn_cls": 0.03653219935949892, "loss_rpn_loc": 0.0680748913437128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880575261486959, "mask_rcnn/false_negative": 0.10140567853976959, "mask_rcnn/false_positive": 0.10449521899976083, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9867969488259405, "total_loss": 0.7340583642944694}
{"data_time": 0.01379622588865459, "eta_seconds": 165464.83385313302, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2753437325516471, "fast_rcnn/fg_cls_accuracy": 0.6907142857142857, "iteration": 103759, "loss_box_reg": 0.21572111453860998, "loss_cls": 0.17030567303299904, "loss_mask": 0.2414267947897315, "loss_rpn_cls": 0.03668947168625891, "loss_rpn_loc": 0.078464261488989, "lr": 0.0001, "mask_rcnn/accuracy": 0.887879612028209, "mask_rcnn/false_negative": 0.09531565677553785, "mask_rcnn/false_positive": 0.12966903797601137, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9635549879167229, "total_loss": 0.7595077299047261}
{"data_time": 0.013602581806480885, "eta_seconds": 165440.3697852511, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3128409090909091, "fast_rcnn/fg_cls_accuracy": 0.6696590909090909, "iteration": 103779, "loss_box_reg": 0.22873087972402573, "loss_cls": 0.1796989729627967, "loss_mask": 0.24896286986768246, "loss_rpn_cls": 0.03343460231553763, "loss_rpn_loc": 0.06898054108023643, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896631493506494, "mask_rcnn/false_negative": 0.09914515408063504, "mask_rcnn/false_positive": 0.11683270350389127, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9851109017618, "total_loss": 0.7496216358267702}
{"data_time": 0.01377000450156629, "eta_seconds": 165420.4635922797, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2988311346638103, "fast_rcnn/fg_cls_accuracy": 0.6718344796482129, "iteration": 103799, "loss_box_reg": 0.20479408092796803, "loss_cls": 0.17450181022286415, "loss_mask": 0.23973122239112854, "loss_rpn_cls": 0.027881825575605035, "loss_rpn_loc": 0.05941369594074786, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036607229150398, "mask_rcnn/false_negative": 0.08590009795660938, "mask_rcnn/false_positive": 0.11340427970882236, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.010057004634291, "total_loss": 0.7102327611792134}
{"data_time": 0.02201421931385994, "eta_seconds": 165415.3137539886, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29664009290354976, "fast_rcnn/fg_cls_accuracy": 0.6553254865669915, "iteration": 103819, "loss_box_reg": 0.21894465759396553, "loss_cls": 0.1749277168419212, "loss_mask": 0.23016538098454475, "loss_rpn_cls": 0.029894826177041978, "loss_rpn_loc": 0.07623146555852145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960097616579594, "mask_rcnn/false_negative": 0.09404598384413518, "mask_rcnn/false_positive": 0.12395250153193083, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0086501999758184, "total_loss": 0.7269806209369563}
{"data_time": 0.015776784857735038, "eta_seconds": 165432.8765237704, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31589353612167304, "fast_rcnn/fg_cls_accuracy": 0.6614205004035512, "iteration": 103839, "loss_box_reg": 0.22464791871607304, "loss_cls": 0.17789760045707226, "loss_mask": 0.2440577708184719, "loss_rpn_cls": 0.03298627771437168, "loss_rpn_loc": 0.07129798259120435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963630225291368, "mask_rcnn/false_negative": 0.08181150058167982, "mask_rcnn/false_positive": 0.1353642796886716, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0406018670182675, "total_loss": 0.7664918091613799}
{"data_time": 0.02284970204345882, "eta_seconds": 165611.9796566991, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3652062569213732, "fast_rcnn/fg_cls_accuracy": 0.6097549392097265, "iteration": 103859, "loss_box_reg": 0.2146630994975567, "loss_cls": 0.16741284634917974, "loss_mask": 0.23929120413959026, "loss_rpn_cls": 0.028564906329847872, "loss_rpn_loc": 0.060373310232535005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860633268630691, "mask_rcnn/false_negative": 0.11238287291447065, "mask_rcnn/false_positive": 0.10896292876855104, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.000143245793879, "total_loss": 0.6997090154036414}
{"data_time": 0.013032974675297737, "eta_seconds": 165393.05156553164, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3706790676253102, "fast_rcnn/fg_cls_accuracy": 0.5816357835317216, "iteration": 103879, "loss_box_reg": 0.2117361780256033, "loss_cls": 0.188439654186368, "loss_mask": 0.2419643010944128, "loss_rpn_cls": 0.03439666045596823, "loss_rpn_loc": 0.08019090397283435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980900239487319, "mask_rcnn/false_negative": 0.0903061591250951, "mask_rcnn/false_positive": 0.11653350016787437, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9811574444174767, "total_loss": 0.7569290443789214}
{"data_time": 0.02661899453960359, "eta_seconds": 165379.9410395557, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.32606792717086835, "fast_rcnn/fg_cls_accuracy": 0.6678921568627451, "iteration": 103899, "loss_box_reg": 0.22209784667938948, "loss_cls": 0.18623048532754183, "loss_mask": 0.24926706962287426, "loss_rpn_cls": 0.03415793657768518, "loss_rpn_loc": 0.08617132995277643, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930430877068334, "mask_rcnn/false_negative": 0.08699922704689275, "mask_rcnn/false_positive": 0.12224170862420519, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.021444442216307, "total_loss": 0.7794285588897765}
{"data_time": 0.021946937777101994, "eta_seconds": 165315.77390938997, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.30853658536585366, "fast_rcnn/fg_cls_accuracy": 0.6646341463414633, "iteration": 103919, "loss_box_reg": 0.20361254969611764, "loss_cls": 0.1693210070952773, "loss_mask": 0.2452756091952324, "loss_rpn_cls": 0.03411722858436406, "loss_rpn_loc": 0.06666892720386386, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018242134879094, "mask_rcnn/false_negative": 0.08808252127736038, "mask_rcnn/false_positive": 0.10670849807393401, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.984955346910283, "total_loss": 0.7288885447196662}
{"data_time": 0.01655892888084054, "eta_seconds": 165386.09937855508, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3289734075448361, "fast_rcnn/fg_cls_accuracy": 0.6420068027210883, "iteration": 103939, "loss_box_reg": 0.23722928296774626, "loss_cls": 0.18217851780354977, "loss_mask": 0.2473157960921526, "loss_rpn_cls": 0.028599830926395953, "loss_rpn_loc": 0.05758461682125926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943525401681225, "mask_rcnn/false_negative": 0.08812240881878437, "mask_rcnn/false_positive": 0.1221290425604619, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0203690172638744, "total_loss": 0.758742107078433}
{"data_time": 0.01436169701628387, "eta_seconds": 165512.29747320525, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28692298121189497, "fast_rcnn/fg_cls_accuracy": 0.6941434973676195, "iteration": 103959, "loss_box_reg": 0.21122278179973364, "loss_cls": 0.18172551598399878, "loss_mask": 0.2431778647005558, "loss_rpn_cls": 0.03619968530256301, "loss_rpn_loc": 0.08329493692144752, "lr": 0.0001, "mask_rcnn/accuracy": 0.896172201858292, "mask_rcnn/false_negative": 0.08830480383552589, "mask_rcnn/false_positive": 0.11994153660841891, "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": 1.02024686941877, "total_loss": 0.753294404479675}
{"data_time": 0.01888908608816564, "eta_seconds": 165581.60912033636, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.28029597521122945, "fast_rcnn/fg_cls_accuracy": 0.6850744653509543, "iteration": 103979, "loss_box_reg": 0.23076085187494755, "loss_cls": 0.19166248571127653, "loss_mask": 0.2462294716387987, "loss_rpn_cls": 0.03305788163561374, "loss_rpn_loc": 0.08522344974335283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968260845313585, "mask_rcnn/false_negative": 0.08793071225154489, "mask_rcnn/false_positive": 0.11896864194423379, "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": 1.0201865104027092, "total_loss": 0.7961549907922745}
{"data_time": 0.015533887082710862, "eta_seconds": 165585.07274836302, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31462519567839453, "fast_rcnn/fg_cls_accuracy": 0.6740430435730527, "iteration": 103999, "loss_box_reg": 0.21334398351609707, "loss_cls": 0.17091175448149443, "loss_mask": 0.24158478900790215, "loss_rpn_cls": 0.03469230909831822, "loss_rpn_loc": 0.07048613915685564, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050608415785093, "mask_rcnn/false_negative": 0.09240367282777902, "mask_rcnn/false_positive": 0.10435907922810195, "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": 1.0255359704606235, "total_loss": 0.7204076774651185}
{"data_time": 0.015769865829497576, "eta_seconds": 165514.50537161902, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6485161374115203, "iteration": 104019, "loss_box_reg": 0.22117936611175537, "loss_cls": 0.16765776369720697, "loss_mask": 0.24638904724270105, "loss_rpn_cls": 0.03570517664775252, "loss_rpn_loc": 0.0724406719673425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952828274284875, "mask_rcnn/false_negative": 0.0921299857692083, "mask_rcnn/false_positive": 0.10829557766622946, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9924138369970024, "total_loss": 0.7310088146477938}
{"data_time": 0.015269279945641756, "eta_seconds": 165566.32612645626, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27890016753720315, "fast_rcnn/fg_cls_accuracy": 0.669826224328594, "iteration": 104039, "loss_box_reg": 0.21790686622262, "loss_cls": 0.18441098369657993, "loss_mask": 0.2535492405295372, "loss_rpn_cls": 0.03384489146992564, "loss_rpn_loc": 0.08254921482875943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949604084057865, "mask_rcnn/false_negative": 0.08898755338268827, "mask_rcnn/false_positive": 0.11682141592147958, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0169462077319622, "total_loss": 0.8071264136815444}
{"data_time": 0.015034602023661137, "eta_seconds": 165557.9701776011, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27749309330719185, "fast_rcnn/fg_cls_accuracy": 0.6936763468013467, "iteration": 104059, "loss_box_reg": 0.21473891846835613, "loss_cls": 0.18389897421002388, "loss_mask": 0.24139094725251198, "loss_rpn_cls": 0.03142627654597163, "loss_rpn_loc": 0.07664169976487756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908323103677561, "mask_rcnn/false_negative": 0.08489053362293063, "mask_rcnn/false_positive": 0.12481034237318925, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9829241153784096, "total_loss": 0.739370295079425}
{"data_time": 0.026601026067510247, "eta_seconds": 165505.27271330357, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29620485615180575, "fast_rcnn/fg_cls_accuracy": 0.6649622106754842, "iteration": 104079, "loss_box_reg": 0.21202068077400327, "loss_cls": 0.18357630260288715, "loss_mask": 0.24122633039951324, "loss_rpn_cls": 0.03563417564146221, "loss_rpn_loc": 0.06381469906773418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913418027499094, "mask_rcnn/false_negative": 0.09339953956144242, "mask_rcnn/false_positive": 0.131812921683162, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9820472754072398, "total_loss": 0.7399887985084206}
{"data_time": 0.01644532661885023, "eta_seconds": 165485.3227045387, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2567931813214832, "fast_rcnn/fg_cls_accuracy": 0.683756132031994, "iteration": 104099, "loss_box_reg": 0.2062181392684579, "loss_cls": 0.1684886710718274, "loss_mask": 0.25186353363096714, "loss_rpn_cls": 0.028664089157246053, "loss_rpn_loc": 0.06370988619164564, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061154766569637, "mask_rcnn/false_negative": 0.09132888986715025, "mask_rcnn/false_positive": 0.10176214324402197, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9879063328262419, "total_loss": 0.7062355782836676}
{"data_time": 0.01691981451585889, "eta_seconds": 165441.97880304419, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.30444192648987234, "fast_rcnn/fg_cls_accuracy": 0.6884125093732081, "iteration": 104119, "loss_box_reg": 0.20393234491348267, "loss_cls": 0.1706537464633584, "loss_mask": 0.23018833063542843, "loss_rpn_cls": 0.036075744312256575, "loss_rpn_loc": 0.07115480036009103, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004874115964974, "mask_rcnn/false_negative": 0.08498333160056448, "mask_rcnn/false_positive": 0.10426564514173364, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9923954494297504, "total_loss": 0.7096610404551029}
{"data_time": 0.016378097934648395, "eta_seconds": 165394.84191430733, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31081570559258187, "fast_rcnn/fg_cls_accuracy": 0.6553475935828876, "iteration": 104139, "loss_box_reg": 0.22678911499679089, "loss_cls": 0.19712383300065994, "loss_mask": 0.243678854778409, "loss_rpn_cls": 0.034330503549426794, "loss_rpn_loc": 0.0647449535317719, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974767050797032, "mask_rcnn/false_negative": 0.08187945370699827, "mask_rcnn/false_positive": 0.12526311493018638, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9723879389930516, "total_loss": 0.7644391279900447}
{"data_time": 0.015015028417110443, "eta_seconds": 165179.27809948102, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27029405086285196, "fast_rcnn/fg_cls_accuracy": 0.7136503471917026, "iteration": 104159, "loss_box_reg": 0.21064927335828543, "loss_cls": 0.1663798140361905, "loss_mask": 0.23095029965043068, "loss_rpn_cls": 0.030365349142812192, "loss_rpn_loc": 0.06250053842086345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8782252683089584, "mask_rcnn/false_negative": 0.10998370549717261, "mask_rcnn/false_positive": 0.12163192433082096, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9635839755646884, "total_loss": 0.7138720167567953}
{"data_time": 0.02054650755599141, "eta_seconds": 165111.0283153085, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.28411437030111797, "fast_rcnn/fg_cls_accuracy": 0.7056261049911601, "iteration": 104179, "loss_box_reg": 0.22539818473160267, "loss_cls": 0.16688861791044474, "loss_mask": 0.2459668405354023, "loss_rpn_cls": 0.03079750924371183, "loss_rpn_loc": 0.06320322945248336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969704608569162, "mask_rcnn/false_negative": 0.10468661113826284, "mask_rcnn/false_positive": 0.12107972117114654, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0007409860845655, "total_loss": 0.7454667091369629}
{"data_time": 0.015355981886386871, "eta_seconds": 165176.2989634648, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.3417059748427673, "fast_rcnn/fg_cls_accuracy": 0.6520440251572327, "iteration": 104199, "loss_box_reg": 0.2183587420731783, "loss_cls": 0.17798878625035286, "loss_mask": 0.23833663947880268, "loss_rpn_cls": 0.033408171380870044, "loss_rpn_loc": 0.07203873991966248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869886522367969, "mask_rcnn/false_negative": 0.08958922300940682, "mask_rcnn/false_positive": 0.12049485848184682, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9999675014987588, "total_loss": 0.7211320822825655}
{"data_time": 0.015091786626726389, "eta_seconds": 165009.43502875976, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3290038185085355, "fast_rcnn/fg_cls_accuracy": 0.6625461959984708, "iteration": 104219, "loss_box_reg": 0.21962037682533264, "loss_cls": 0.1712486706674099, "loss_mask": 0.2511449921876192, "loss_rpn_cls": 0.034347026550676674, "loss_rpn_loc": 0.06948681268841028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939256853849135, "mask_rcnn/false_negative": 0.1003984014821663, "mask_rcnn/false_positive": 0.1194340933212276, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9871178804896772, "total_loss": 0.7623755753156729}
{"data_time": 0.021856454433873296, "eta_seconds": 165059.2379154265, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30240426286344657, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 104239, "loss_box_reg": 0.20715099573135376, "loss_cls": 0.18110699579119682, "loss_mask": 0.24471037834882736, "loss_rpn_cls": 0.03330077463760972, "loss_rpn_loc": 0.08799362531863153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901718564755026, "mask_rcnn/false_negative": 0.10085480893956626, "mask_rcnn/false_positive": 0.12025962924773712, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9960434483364224, "total_loss": 0.7494926057988778}
{"data_time": 0.017493627965450287, "eta_seconds": 165039.3224668363, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2672119547119547, "fast_rcnn/fg_cls_accuracy": 0.704040404040404, "iteration": 104259, "loss_box_reg": 0.206873900257051, "loss_cls": 0.16421040147542953, "loss_mask": 0.23534196242690086, "loss_rpn_cls": 0.02634574519470334, "loss_rpn_loc": 0.0728147744666785, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089934579831196, "mask_rcnn/false_negative": 0.08574968472615019, "mask_rcnn/false_positive": 0.09990003299320577, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0301841909531504, "total_loss": 0.7204467871924862}
{"data_time": 0.025944244116544724, "eta_seconds": 164974.7705076076, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.29877330376325456, "fast_rcnn/fg_cls_accuracy": 0.666174358144334, "iteration": 104279, "loss_box_reg": 0.2109678639099002, "loss_cls": 0.16508310101926327, "loss_mask": 0.253374045714736, "loss_rpn_cls": 0.032192798564210534, "loss_rpn_loc": 0.07508010335732251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949549564394166, "mask_rcnn/false_negative": 0.08705823783279429, "mask_rcnn/false_positive": 0.1149798316934791, "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": 1.0036577158607543, "total_loss": 0.7253630842315033}
{"data_time": 0.02296087285503745, "eta_seconds": 164980.43044619262, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.30715401785714286, "fast_rcnn/fg_cls_accuracy": 0.6824199507389163, "iteration": 104299, "loss_box_reg": 0.21977919712662697, "loss_cls": 0.17413062788546085, "loss_mask": 0.23975204676389694, "loss_rpn_cls": 0.034226529649458826, "loss_rpn_loc": 0.06272403011098504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003690651493252, "mask_rcnn/false_negative": 0.08852792154141445, "mask_rcnn/false_positive": 0.12399192068249244, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0003686675336212, "total_loss": 0.7623386742779985}
{"data_time": 0.026397423585876822, "eta_seconds": 165197.13926421478, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29329335998223405, "fast_rcnn/fg_cls_accuracy": 0.6646250808015514, "iteration": 104319, "loss_box_reg": 0.21323546022176743, "loss_cls": 0.18244178500026464, "loss_mask": 0.2417852897197008, "loss_rpn_cls": 0.03280825377441943, "loss_rpn_loc": 0.07287525618448853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935792462146148, "mask_rcnn/false_negative": 0.09622213342336222, "mask_rcnn/false_positive": 0.10709736935905084, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0195938961114734, "total_loss": 0.7560312951682135}
{"data_time": 0.019996044458821416, "eta_seconds": 165036.82561090216, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.32612758790667107, "fast_rcnn/fg_cls_accuracy": 0.6330482897384306, "iteration": 104339, "loss_box_reg": 0.20452693570405245, "loss_cls": 0.1741414899006486, "loss_mask": 0.24380437284708023, "loss_rpn_cls": 0.035998631501570344, "loss_rpn_loc": 0.0772172692231834, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958902872358, "mask_rcnn/false_negative": 0.08456354951724546, "mask_rcnn/false_positive": 0.14144295666335552, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.993824259378016, "total_loss": 0.7419600518769585}
{"data_time": 0.01680369395762682, "eta_seconds": 165206.67301184498, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.21710947503201022, "fast_rcnn/fg_cls_accuracy": 0.6918449612403101, "iteration": 104359, "loss_box_reg": 0.22179417591542006, "loss_cls": 0.17137002665549517, "loss_mask": 0.23290049098432064, "loss_rpn_cls": 0.03437143180053681, "loss_rpn_loc": 0.08372659399174154, "lr": 0.0001, "mask_rcnn/accuracy": 0.9119178987514304, "mask_rcnn/false_negative": 0.07997712397333304, "mask_rcnn/false_positive": 0.11029962347277938, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0336210408713669, "total_loss": 0.7337238191976212}
{"data_time": 0.027899956330657005, "eta_seconds": 165206.02258183062, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3024586776859504, "fast_rcnn/fg_cls_accuracy": 0.668525772703387, "iteration": 104379, "loss_box_reg": 0.21447507478296757, "loss_cls": 0.1923050694167614, "loss_mask": 0.23598270677030087, "loss_rpn_cls": 0.036853367229923606, "loss_rpn_loc": 0.09167829528450966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963638398541849, "mask_rcnn/false_negative": 0.0977933989491751, "mask_rcnn/false_positive": 0.11779498015257384, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 0.9988827693741769, "total_loss": 0.7671700937207788}
{"data_time": 0.016184131149202585, "eta_seconds": 165184.63529292494, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.37779050381555224, "fast_rcnn/fg_cls_accuracy": 0.6070911871693121, "iteration": 104399, "loss_box_reg": 0.2225538045167923, "loss_cls": 0.18421498406678438, "loss_mask": 0.24658111855387688, "loss_rpn_cls": 0.036345259519293904, "loss_rpn_loc": 0.0774441990070045, "lr": 0.0001, "mask_rcnn/accuracy": 0.897306883138308, "mask_rcnn/false_negative": 0.0989359085677306, "mask_rcnn/false_positive": 0.11445784914631096, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9889732466544956, "total_loss": 0.7593029672862031}
{"data_time": 0.016135222977027297, "eta_seconds": 165097.43070599157, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2970753205128205, "fast_rcnn/fg_cls_accuracy": 0.6673381320727689, "iteration": 104419, "loss_box_reg": 0.22587302140891552, "loss_cls": 0.1832651635631919, "loss_mask": 0.2458183951675892, "loss_rpn_cls": 0.03821636247448623, "loss_rpn_loc": 0.07268828339874744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929842809001491, "mask_rcnn/false_negative": 0.10226191631824397, "mask_rcnn/false_positive": 0.10987681108625733, "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": 0.9621322876773775, "total_loss": 0.7754369685426354}
{"data_time": 0.019608135102316737, "eta_seconds": 164900.39364538155, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30304143402879813, "fast_rcnn/fg_cls_accuracy": 0.6628807463189839, "iteration": 104439, "loss_box_reg": 0.21434461325407028, "loss_cls": 0.16660791775211692, "loss_mask": 0.24643832258880138, "loss_rpn_cls": 0.03007355547742918, "loss_rpn_loc": 0.08370528998784721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966200321901696, "mask_rcnn/false_negative": 0.10117145437723164, "mask_rcnn/false_positive": 0.1108152763007429, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.998229784425348, "total_loss": 0.7586017933208495}
{"data_time": 0.020714258309453726, "eta_seconds": 164950.98026006017, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.29211306131752907, "fast_rcnn/fg_cls_accuracy": 0.6558576278493291, "iteration": 104459, "loss_box_reg": 0.22706415504217148, "loss_cls": 0.17841526214033365, "loss_mask": 0.23952065408229828, "loss_rpn_cls": 0.0376227943925187, "loss_rpn_loc": 0.07606818224303424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837844536559731, "mask_rcnn/false_negative": 0.09104449293672089, "mask_rcnn/false_positive": 0.12643409924786655, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 0.9961853260174394, "total_loss": 0.7938420854043216}
{"data_time": 0.027208906365558505, "eta_seconds": 164995.48432191834, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.32142014162077104, "fast_rcnn/fg_cls_accuracy": 0.6620441577772265, "iteration": 104479, "loss_box_reg": 0.22233375860378146, "loss_cls": 0.17325270175933838, "loss_mask": 0.23828236758708954, "loss_rpn_cls": 0.030698760645464063, "loss_rpn_loc": 0.07257832051254809, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059927148199634, "mask_rcnn/false_negative": 0.08640922901346093, "mask_rcnn/false_positive": 0.09643578468914024, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9940935131162405, "total_loss": 0.7400436372263357}
{"data_time": 0.013409821782261133, "eta_seconds": 165108.71756635606, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28888888888888886, "fast_rcnn/fg_cls_accuracy": 0.6730094070730424, "iteration": 104499, "loss_box_reg": 0.20687492564320564, "loss_cls": 0.16398993134498596, "loss_mask": 0.23351429775357246, "loss_rpn_cls": 0.0343386959284544, "loss_rpn_loc": 0.08229016466066241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975654286104686, "mask_rcnn/false_negative": 0.0907473672359152, "mask_rcnn/false_positive": 0.11075460344334613, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0227308855392039, "total_loss": 0.7404335960745811}
{"data_time": 0.023868022253736854, "eta_seconds": 165126.61540489644, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2685290607552916, "fast_rcnn/fg_cls_accuracy": 0.7058168561320332, "iteration": 104519, "loss_box_reg": 0.23077543266117573, "loss_cls": 0.1802955623716116, "loss_mask": 0.23872531950473785, "loss_rpn_cls": 0.032129261817317456, "loss_rpn_loc": 0.06658878177404404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944530018115759, "mask_rcnn/false_negative": 0.09901680407753427, "mask_rcnn/false_positive": 0.12033369817992798, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9946962685789913, "total_loss": 0.7533802213147283}
{"data_time": 0.017864835914224386, "eta_seconds": 164935.67445568275, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2890069588113598, "fast_rcnn/fg_cls_accuracy": 0.6569758557457213, "iteration": 104539, "loss_box_reg": 0.21347084920853376, "loss_cls": 0.16291205631569028, "loss_mask": 0.2390275876969099, "loss_rpn_cls": 0.03253307787235826, "loss_rpn_loc": 0.06955766200553626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913354772858925, "mask_rcnn/false_negative": 0.08961410896603277, "mask_rcnn/false_positive": 0.1219171635427396, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9798257837537676, "total_loss": 0.7360523077659309}
{"data_time": 0.022287166211754084, "eta_seconds": 165124.0510290861, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.281024531024531, "fast_rcnn/fg_cls_accuracy": 0.7016012661173952, "iteration": 104559, "loss_box_reg": 0.21113826520740986, "loss_cls": 0.175831095315516, "loss_mask": 0.23386769741773605, "loss_rpn_cls": 0.03126591304317117, "loss_rpn_loc": 0.06326719431672245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033050020040478, "mask_rcnn/false_negative": 0.0928251378919229, "mask_rcnn/false_positive": 0.10469333624450168, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0448010102845728, "total_loss": 0.7472658611368388}
{"data_time": 0.015574170043691993, "eta_seconds": 165066.74353564158, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3070930178827226, "fast_rcnn/fg_cls_accuracy": 0.658941764450239, "iteration": 104579, "loss_box_reg": 0.2033021580427885, "loss_cls": 0.1555437045171857, "loss_mask": 0.24005756340920925, "loss_rpn_cls": 0.03667008253978565, "loss_rpn_loc": 0.0585813868092373, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013356823553498, "mask_rcnn/false_negative": 0.08836306622419089, "mask_rcnn/false_positive": 0.116063659585598, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9879338019527495, "total_loss": 0.6978596470144112}
{"data_time": 0.016458489932119846, "eta_seconds": 165161.9461121969, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.26412738924182316, "fast_rcnn/fg_cls_accuracy": 0.7011946902654866, "iteration": 104599, "loss_box_reg": 0.24347064550966024, "loss_cls": 0.18518014159053564, "loss_mask": 0.24635478295385838, "loss_rpn_cls": 0.03822441690135747, "loss_rpn_loc": 0.0742083586519584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948007735988448, "mask_rcnn/false_negative": 0.09407201476493075, "mask_rcnn/false_positive": 0.11961140707270768, "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": 1.0138143736403435, "total_loss": 0.7964598098769784}
{"data_time": 0.01702522044070065, "eta_seconds": 165215.73740342632, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32221419659859474, "fast_rcnn/fg_cls_accuracy": 0.6425058816778562, "iteration": 104619, "loss_box_reg": 0.21954818069934845, "loss_cls": 0.18890472315251827, "loss_mask": 0.24349485896527767, "loss_rpn_cls": 0.03252900391817093, "loss_rpn_loc": 0.07470215170178562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964416754165032, "mask_rcnn/false_negative": 0.08745280092853308, "mask_rcnn/false_positive": 0.10934239899521835, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0181707085575908, "total_loss": 0.7726394407218322}
{"data_time": 0.02475693728774786, "eta_seconds": 165195.7572682947, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.29944223860843255, "fast_rcnn/fg_cls_accuracy": 0.6469079406513129, "iteration": 104639, "loss_box_reg": 0.22692388016730547, "loss_cls": 0.1975592258386314, "loss_mask": 0.24861371517181396, "loss_rpn_cls": 0.03624534513801336, "loss_rpn_loc": 0.09374508541077375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976551231138707, "mask_rcnn/false_negative": 0.09530785617218618, "mask_rcnn/false_positive": 0.11413953611809796, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0038895525503904, "total_loss": 0.8124583532335237}
{"data_time": 0.02001055609434843, "eta_seconds": 165137.68924393225, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.33326458050955665, "fast_rcnn/fg_cls_accuracy": 0.6428013828482213, "iteration": 104659, "loss_box_reg": 0.2178999837487936, "loss_cls": 0.18030359223484993, "loss_mask": 0.235527066513896, "loss_rpn_cls": 0.027981833729427308, "loss_rpn_loc": 0.0614016349427402, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043324052397351, "mask_rcnn/false_negative": 0.08755006750383834, "mask_rcnn/false_positive": 0.10271515921689964, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9864982285071164, "total_loss": 0.7386203195201233}
{"data_time": 0.016864636447280645, "eta_seconds": 164967.4866537936, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30272536687631024, "fast_rcnn/fg_cls_accuracy": 0.6610276585598474, "iteration": 104679, "loss_box_reg": 0.21323683951050043, "loss_cls": 0.1772156748920679, "loss_mask": 0.22743910737335682, "loss_rpn_cls": 0.03565449139568955, "loss_rpn_loc": 0.09057285822927952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988393851483425, "mask_rcnn/false_negative": 0.08771549522536759, "mask_rcnn/false_positive": 0.11172237241344643, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9936154473107308, "total_loss": 0.7622268626000732}
{"data_time": 0.0157485525123775, "eta_seconds": 164989.69509168528, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3032938306029975, "fast_rcnn/fg_cls_accuracy": 0.6536458333333333, "iteration": 104699, "loss_box_reg": 0.22999699041247368, "loss_cls": 0.18302210979163647, "loss_mask": 0.24647461622953415, "loss_rpn_cls": 0.0333244779612869, "loss_rpn_loc": 0.06907870853319764, "lr": 0.0001, "mask_rcnn/accuracy": 0.893800741615048, "mask_rcnn/false_negative": 0.09588807913664728, "mask_rcnn/false_positive": 0.1127746746240244, "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": 0.9865511825773865, "total_loss": 0.776196826598607}
{"data_time": 0.019248710479587317, "eta_seconds": 164903.5634098947, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2828829687020396, "fast_rcnn/fg_cls_accuracy": 0.6838501504607861, "iteration": 104719, "loss_box_reg": 0.21211447566747665, "loss_cls": 0.16680047661066055, "loss_mask": 0.231265252456069, "loss_rpn_cls": 0.03783659916371107, "loss_rpn_loc": 0.06822317815385759, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005033265578133, "mask_rcnn/false_negative": 0.0824900104886038, "mask_rcnn/false_positive": 0.10127462937097612, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9855438496451825, "total_loss": 0.7296570809558034}
{"data_time": 0.017623226856812835, "eta_seconds": 165095.85659263656, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33389484673056846, "fast_rcnn/fg_cls_accuracy": 0.6474787967134905, "iteration": 104739, "loss_box_reg": 0.22937005199491978, "loss_cls": 0.19096551928669214, "loss_mask": 0.24587568826973438, "loss_rpn_cls": 0.036122800316661596, "loss_rpn_loc": 0.08080087089911103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8818247767759735, "mask_rcnn/false_negative": 0.08939974783870998, "mask_rcnn/false_positive": 0.13380414436808113, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0141143980436027, "total_loss": 0.7924265096953604}
{"data_time": 0.016673519043251872, "eta_seconds": 165201.45338877104, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.30269338723985983, "fast_rcnn/fg_cls_accuracy": 0.6686275650441384, "iteration": 104759, "loss_box_reg": 0.22664676140993834, "loss_cls": 0.19058365747332573, "loss_mask": 0.24474567733705044, "loss_rpn_cls": 0.034965963393915445, "loss_rpn_loc": 0.07815515389665961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913472145615002, "mask_rcnn/false_negative": 0.09522960489902726, "mask_rcnn/false_positive": 0.12443305694148385, "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": 0.9949879054911435, "total_loss": 0.8160323628690094}
{"data_time": 0.019186862977221608, "eta_seconds": 165214.59697634913, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26329061690470185, "fast_rcnn/fg_cls_accuracy": 0.7117752735587131, "iteration": 104779, "loss_box_reg": 0.23877974040806293, "loss_cls": 0.18044552020728588, "loss_mask": 0.2495547365397215, "loss_rpn_cls": 0.034570169111248106, "loss_rpn_loc": 0.0654923478141427, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015155620676862, "mask_rcnn/false_negative": 0.08671316818218969, "mask_rcnn/false_positive": 0.10603663098933153, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0039736840408295, "total_loss": 0.7623547788825817}
{"data_time": 0.013178094755858183, "eta_seconds": 165115.07332194597, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3018218623481781, "fast_rcnn/fg_cls_accuracy": 0.6595618004286735, "iteration": 104799, "loss_box_reg": 0.22731485776603222, "loss_cls": 0.1790600921958685, "loss_mask": 0.23406007140874863, "loss_rpn_cls": 0.03591036971192807, "loss_rpn_loc": 0.06828704616054893, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019101847044128, "mask_rcnn/false_negative": 0.08616886301101642, "mask_rcnn/false_positive": 0.10074311196984895, "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": 0.9902590576093644, "total_loss": 0.7630054852925241}
{"data_time": 0.014465017011389136, "eta_seconds": 165015.93605211005, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.28503867791842474, "fast_rcnn/fg_cls_accuracy": 0.6632802781410481, "iteration": 104819, "loss_box_reg": 0.22216905932873487, "loss_cls": 0.16739309579133987, "loss_mask": 0.25136758759617805, "loss_rpn_cls": 0.03930521209258586, "loss_rpn_loc": 0.0831751860678196, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046263130982168, "mask_rcnn/false_negative": 0.09696229100532791, "mask_rcnn/false_positive": 0.10839445899816026, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9798460211604834, "total_loss": 0.7730784872546792}
{"data_time": 0.01501890062354505, "eta_seconds": 164807.8278232552, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.30726778740023775, "fast_rcnn/fg_cls_accuracy": 0.6592903677381146, "iteration": 104839, "loss_box_reg": 0.21789922565221786, "loss_cls": 0.17988339997828007, "loss_mask": 0.24351146817207336, "loss_rpn_cls": 0.03574597497936338, "loss_rpn_loc": 0.0721045903628692, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039617772295403, "mask_rcnn/false_negative": 0.0877224612501026, "mask_rcnn/false_positive": 0.10581095676803831, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.0067326789721847, "total_loss": 0.760015381150879}
{"data_time": 0.01528593571856618, "eta_seconds": 164787.8704694379, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3082569558846283, "fast_rcnn/fg_cls_accuracy": 0.6826341531826867, "iteration": 104859, "loss_box_reg": 0.2331476453691721, "loss_cls": 0.1744903102517128, "loss_mask": 0.24589240737259388, "loss_rpn_cls": 0.030969299841672182, "loss_rpn_loc": 0.07057175133377314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923226212963795, "mask_rcnn/false_negative": 0.09297028737859607, "mask_rcnn/false_positive": 0.12127180062291817, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0048355478793383, "total_loss": 0.7276960207964294}
{"data_time": 0.02147318492643535, "eta_seconds": 164911.74380332232, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3257221902845645, "fast_rcnn/fg_cls_accuracy": 0.6730022995113538, "iteration": 104879, "loss_box_reg": 0.21884206868708134, "loss_cls": 0.17568175960332155, "loss_mask": 0.23141733556985855, "loss_rpn_cls": 0.0320920841768384, "loss_rpn_loc": 0.06706234836019576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975918468479338, "mask_rcnn/false_negative": 0.08639194684047116, "mask_rcnn/false_positive": 0.12348058403740833, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9747092814650387, "total_loss": 0.7310875842813402}
{"data_time": 0.015170265920460224, "eta_seconds": 164723.97337229922, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3233079526226734, "fast_rcnn/fg_cls_accuracy": 0.6420922340898976, "iteration": 104899, "loss_box_reg": 0.22338165622204542, "loss_cls": 0.1764864893630147, "loss_mask": 0.23103061504662037, "loss_rpn_cls": 0.03243479982484132, "loss_rpn_loc": 0.08551822556182742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877430251214211, "mask_rcnn/false_negative": 0.09759931957989347, "mask_rcnn/false_positive": 0.10641008152586087, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9858200345188379, "total_loss": 0.777562432223931}
{"data_time": 0.015519196633249521, "eta_seconds": 164744.64574772865, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.27588489208633094, "fast_rcnn/fg_cls_accuracy": 0.6756363636363636, "iteration": 104919, "loss_box_reg": 0.24881668016314507, "loss_cls": 0.1993879359215498, "loss_mask": 0.23955037910491228, "loss_rpn_cls": 0.031134157557971776, "loss_rpn_loc": 0.07638785289600492, "lr": 0.0001, "mask_rcnn/accuracy": 0.895139281558393, "mask_rcnn/false_negative": 0.09097915503126947, "mask_rcnn/false_positive": 0.1129733827596315, "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": 1.0242056120187044, "total_loss": 0.7939540705410764}
{"data_time": 0.020350005477666855, "eta_seconds": 164653.56403711718, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3221410891089109, "fast_rcnn/fg_cls_accuracy": 0.6672684458398743, "iteration": 104939, "loss_box_reg": 0.20802491903305054, "loss_cls": 0.18392736464738846, "loss_mask": 0.24268821254372597, "loss_rpn_cls": 0.03568926779553294, "loss_rpn_loc": 0.08138754544779658, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924382836255791, "mask_rcnn/false_negative": 0.08777685353017059, "mask_rcnn/false_positive": 0.11280760228703705, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9898611810058355, "total_loss": 0.7497743058484048}
{"data_time": 0.013689084677025676, "eta_seconds": 164502.5587678887, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.26294963236912783, "fast_rcnn/fg_cls_accuracy": 0.7143392830358481, "iteration": 104959, "loss_box_reg": 0.21597841382026672, "loss_cls": 0.1655590571463108, "loss_mask": 0.24503487907350063, "loss_rpn_cls": 0.03620537025562953, "loss_rpn_loc": 0.07462688256055117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941235869347739, "mask_rcnn/false_negative": 0.09418143793692874, "mask_rcnn/false_positive": 0.11595079385356391, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.978929748525843, "total_loss": 0.7618043343536556}
{"data_time": 0.013729196274653077, "eta_seconds": 164342.84793372732, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32647862423657986, "fast_rcnn/fg_cls_accuracy": 0.6438419117647058, "iteration": 104979, "loss_box_reg": 0.21036604139953852, "loss_cls": 0.1702244756743312, "loss_mask": 0.24900656007230282, "loss_rpn_cls": 0.032842179061844945, "loss_rpn_loc": 0.07763827126473188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953984934054593, "mask_rcnn/false_negative": 0.09638514400004652, "mask_rcnn/false_positive": 0.1116306868388475, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9669268855359405, "total_loss": 0.7518765628046822}
{"data_time": 0.01581229269504547, "eta_seconds": 164317.14016827755, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2662268992059915, "fast_rcnn/fg_cls_accuracy": 0.7094967532467533, "iteration": 104999, "loss_box_reg": 0.21020053699612617, "loss_cls": 0.1613573981449008, "loss_mask": 0.24188951589167118, "loss_rpn_cls": 0.02954336628317833, "loss_rpn_loc": 0.06618287379387766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936409693472734, "mask_rcnn/false_negative": 0.09234336728397174, "mask_rcnn/false_positive": 0.12526121158768988, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0234986890573055, "total_loss": 0.7030818155617453}
{"data_time": 0.017940428806468844, "eta_seconds": 164237.7988417633, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.35504336185320995, "fast_rcnn/fg_cls_accuracy": 0.614612765340868, "iteration": 105019, "loss_box_reg": 0.23467562347650528, "loss_cls": 0.19760297611355782, "loss_mask": 0.24988885782659054, "loss_rpn_cls": 0.029449701425619423, "loss_rpn_loc": 0.07257462560664862, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833102485362925, "mask_rcnn/false_negative": 0.09200760871767676, "mask_rcnn/false_positive": 0.13429544509160007, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9702815262135118, "total_loss": 0.7855816629016772}
{"data_time": 0.020902498392388225, "eta_seconds": 164207.5908939913, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2651190033679136, "fast_rcnn/fg_cls_accuracy": 0.6565651834504294, "iteration": 105039, "loss_box_reg": 0.2008258942514658, "loss_cls": 0.1713309520855546, "loss_mask": 0.2439169492572546, "loss_rpn_cls": 0.03365034720627591, "loss_rpn_loc": 0.06220314966049045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807683029771969, "mask_rcnn/false_negative": 0.1040959343366645, "mask_rcnn/false_positive": 0.13422153989462324, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9997341590933502, "total_loss": 0.7100418336922303}
{"data_time": 0.017307074507698417, "eta_seconds": 164261.355942199, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3246692686291106, "fast_rcnn/fg_cls_accuracy": 0.627069536423841, "iteration": 105059, "loss_box_reg": 0.20205157529562712, "loss_cls": 0.1792064644396305, "loss_mask": 0.22698327153921127, "loss_rpn_cls": 0.03438606159761548, "loss_rpn_loc": 0.0714069614186883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942165401928281, "mask_rcnn/false_negative": 0.0974710130355786, "mask_rcnn/false_positive": 0.11902571667617746, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.009585454594344, "total_loss": 0.7288111923262477}
{"data_time": 0.015403455356135964, "eta_seconds": 164376.31091178395, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2893427561837456, "fast_rcnn/fg_cls_accuracy": 0.6833865268437251, "iteration": 105079, "loss_box_reg": 0.2091708444058895, "loss_cls": 0.17263241950422525, "loss_mask": 0.23058213479816914, "loss_rpn_cls": 0.03780257678590715, "loss_rpn_loc": 0.07499716558959335, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087752200135041, "mask_rcnn/false_negative": 0.08455831815591733, "mask_rcnn/false_positive": 0.11339140139233808, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0170028964057565, "total_loss": 0.7408823762089014}
{"data_time": 0.01439619017764926, "eta_seconds": 164333.7468644837, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30931983385254413, "fast_rcnn/fg_cls_accuracy": 0.6689095928226363, "iteration": 105099, "loss_box_reg": 0.21844425797462463, "loss_cls": 0.1913024876266718, "loss_mask": 0.23420527391135693, "loss_rpn_cls": 0.03258544363779947, "loss_rpn_loc": 0.07017480221111327, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027211043474276, "mask_rcnn/false_negative": 0.08823545205248001, "mask_rcnn/false_positive": 0.10799336476278028, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9907504953444004, "total_loss": 0.7615760042099282}
{"data_time": 0.02109956438653171, "eta_seconds": 164343.07979671285, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2535283891688028, "fast_rcnn/fg_cls_accuracy": 0.7147640441274417, "iteration": 105119, "loss_box_reg": 0.22852984815835953, "loss_cls": 0.18807648681104183, "loss_mask": 0.24019945599138737, "loss_rpn_cls": 0.03477197280153632, "loss_rpn_loc": 0.08874681405723095, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063006913453342, "mask_rcnn/false_negative": 0.08912752495543838, "mask_rcnn/false_positive": 0.10495229599058906, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0099526315461844, "total_loss": 0.7818525505717844}
{"data_time": 0.016820976743474603, "eta_seconds": 164323.14492531586, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.29361091170136394, "fast_rcnn/fg_cls_accuracy": 0.6279864233447942, "iteration": 105139, "loss_box_reg": 0.21057996526360512, "loss_cls": 0.16579569224268198, "loss_mask": 0.23246526531875134, "loss_rpn_cls": 0.03294642432592809, "loss_rpn_loc": 0.06717465328983963, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006691835701919, "mask_rcnn/false_negative": 0.08814590967829572, "mask_rcnn/false_positive": 0.11263957749030581, "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": 0.984167258022353, "total_loss": 0.7149369991384447}
{"data_time": 0.02409668080508709, "eta_seconds": 164434.10575474612, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.30611888111888114, "fast_rcnn/fg_cls_accuracy": 0.6826771305893131, "iteration": 105159, "loss_box_reg": 0.22979621775448322, "loss_cls": 0.1854800581932068, "loss_mask": 0.23315688595175743, "loss_rpn_cls": 0.03329932439373806, "loss_rpn_loc": 0.07824987545609474, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010857665544655, "mask_rcnn/false_negative": 0.10061383499500078, "mask_rcnn/false_positive": 0.10510081182075506, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0292990230955184, "total_loss": 0.7754046124173328}
{"data_time": 0.015261976048350334, "eta_seconds": 164381.25307203736, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3171842364740932, "fast_rcnn/fg_cls_accuracy": 0.6221997073060903, "iteration": 105179, "loss_box_reg": 0.20452951733022928, "loss_cls": 0.16917266137897968, "loss_mask": 0.23332754150032997, "loss_rpn_cls": 0.032697451184503734, "loss_rpn_loc": 0.07047180342487991, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045190191227269, "mask_rcnn/false_negative": 0.0928051400684422, "mask_rcnn/false_positive": 0.10154277698961708, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9780826768837869, "total_loss": 0.7209313680650666}
{"data_time": 0.021738196490332484, "eta_seconds": 164394.20424886048, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24971050454921423, "fast_rcnn/fg_cls_accuracy": 0.690533424908425, "iteration": 105199, "loss_box_reg": 0.22089338675141335, "loss_cls": 0.19365146290510893, "loss_mask": 0.24824143201112747, "loss_rpn_cls": 0.04456135316286236, "loss_rpn_loc": 0.06309989374130964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914381771227009, "mask_rcnn/false_negative": 0.0954708152371444, "mask_rcnn/false_positive": 0.12818197491798203, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0117429255042225, "total_loss": 0.7914939677575603}
{"data_time": 0.01584456954151392, "eta_seconds": 164404.7021943517, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2914093409244427, "fast_rcnn/fg_cls_accuracy": 0.6843375136314067, "iteration": 105219, "loss_box_reg": 0.22611363604664803, "loss_cls": 0.1837977897375822, "loss_mask": 0.24621491134166718, "loss_rpn_cls": 0.03460666351020336, "loss_rpn_loc": 0.07045606151223183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954183353013836, "mask_rcnn/false_negative": 0.09371941293316798, "mask_rcnn/false_positive": 0.11251095470558987, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9981402999255806, "total_loss": 0.7804596326313913}
{"data_time": 0.019016271457076073, "eta_seconds": 164442.75751736015, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.32798573975044565, "fast_rcnn/fg_cls_accuracy": 0.6530896150113232, "iteration": 105239, "loss_box_reg": 0.21605684235692024, "loss_cls": 0.1779199494048953, "loss_mask": 0.22924715094268322, "loss_rpn_cls": 0.031861196272075176, "loss_rpn_loc": 0.060611751396209, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872101804441757, "mask_rcnn/false_negative": 0.09576618239740758, "mask_rcnn/false_positive": 0.12526481909387926, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0004014209844172, "total_loss": 0.7363612132612616}
{"data_time": 0.02237109956331551, "eta_seconds": 164364.79329710826, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36729793249088866, "fast_rcnn/fg_cls_accuracy": 0.6148565023468697, "iteration": 105259, "loss_box_reg": 0.2181449281051755, "loss_cls": 0.1859514806419611, "loss_mask": 0.24637718684971333, "loss_rpn_cls": 0.0332388577517122, "loss_rpn_loc": 0.06826741248369217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901984059908257, "mask_rcnn/false_negative": 0.09436830963217929, "mask_rcnn/false_positive": 0.11600448010430242, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9729252639226615, "total_loss": 0.7647274336777627}
{"data_time": 0.017184701981022954, "eta_seconds": 164327.4210428074, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31311322948151593, "fast_rcnn/fg_cls_accuracy": 0.6652929551267147, "iteration": 105279, "loss_box_reg": 0.2161328513175249, "loss_cls": 0.17735179513692856, "loss_mask": 0.23876022174954414, "loss_rpn_cls": 0.034346286789514124, "loss_rpn_loc": 0.079341841628775, "lr": 0.0001, "mask_rcnn/accuracy": 0.89592786807822, "mask_rcnn/false_negative": 0.09679704550030649, "mask_rcnn/false_positive": 0.11411607524608858, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9817719017155468, "total_loss": 0.7407108717306983}
{"data_time": 0.02440395997837186, "eta_seconds": 164324.88439986482, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29223343865474216, "fast_rcnn/fg_cls_accuracy": 0.6769493774239641, "iteration": 105299, "loss_box_reg": 0.22160488180816174, "loss_cls": 0.18999535217881203, "loss_mask": 0.25746490992605686, "loss_rpn_cls": 0.033645515446551144, "loss_rpn_loc": 0.07081269985064864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871268923227777, "mask_rcnn/false_negative": 0.10000206277658573, "mask_rcnn/false_positive": 0.1244002993954573, "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": 1.0215759258717299, "total_loss": 0.7900448424043134}
{"data_time": 0.026062077609822154, "eta_seconds": 164182.4021904543, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36706995884773663, "fast_rcnn/fg_cls_accuracy": 0.613909604519774, "iteration": 105319, "loss_box_reg": 0.2153197955340147, "loss_cls": 0.1883584908209741, "loss_mask": 0.23415541276335716, "loss_rpn_cls": 0.0343710909364745, "loss_rpn_loc": 0.06654033274389803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937250876913265, "mask_rcnn/false_negative": 0.09168796817220592, "mask_rcnn/false_positive": 0.11752227777543076, "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": 1.0122507370542735, "total_loss": 0.7580001722089946}
{"data_time": 0.01784012117423117, "eta_seconds": 164162.46262254193, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30871598506010484, "fast_rcnn/fg_cls_accuracy": 0.680863751922413, "iteration": 105339, "loss_box_reg": 0.20892410352826118, "loss_cls": 0.17659495305269957, "loss_mask": 0.2406421173363924, "loss_rpn_cls": 0.03631427220534533, "loss_rpn_loc": 0.08839805203024298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932031120135627, "mask_rcnn/false_negative": 0.09797219500764243, "mask_rcnn/false_positive": 0.10267124201147751, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9951300632674247, "total_loss": 0.7341153641464189}
{"data_time": 0.025186429964378476, "eta_seconds": 164004.47517760098, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2691984486102133, "fast_rcnn/fg_cls_accuracy": 0.6986659787735849, "iteration": 105359, "loss_box_reg": 0.21082990150898695, "loss_cls": 0.16124356258660555, "loss_mask": 0.2490976583212614, "loss_rpn_cls": 0.035254109010566026, "loss_rpn_loc": 0.07237102626822889, "lr": 0.0001, "mask_rcnn/accuracy": 0.891251276073592, "mask_rcnn/false_negative": 0.08367699586922742, "mask_rcnn/false_positive": 0.11386634388516927, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.003776820609346, "total_loss": 0.7216445450903848}
{"data_time": 0.015541508561000228, "eta_seconds": 164013.43748757616, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.295649579449875, "fast_rcnn/fg_cls_accuracy": 0.6528301619260981, "iteration": 105379, "loss_box_reg": 0.23516456875950098, "loss_cls": 0.18697055336087942, "loss_mask": 0.24719477631151676, "loss_rpn_cls": 0.036400389624759555, "loss_rpn_loc": 0.07863817014731467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860907220835704, "mask_rcnn/false_negative": 0.09759031948844087, "mask_rcnn/false_positive": 0.1140738041387386, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 1.034390130545944, "total_loss": 0.8043699533445761}
{"data_time": 0.015163983684033155, "eta_seconds": 164082.84811745398, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.26856199730345437, "fast_rcnn/fg_cls_accuracy": 0.7133110803549622, "iteration": 105399, "loss_box_reg": 0.21817972138524055, "loss_cls": 0.1718297302722931, "loss_mask": 0.24199332855641842, "loss_rpn_cls": 0.03462771722115576, "loss_rpn_loc": 0.06922714784741402, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977678064253052, "mask_rcnn/false_negative": 0.09073131631799583, "mask_rcnn/false_positive": 0.11171060573062787, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0022616090718657, "total_loss": 0.7604873373638839}
{"data_time": 0.023584390990436077, "eta_seconds": 164152.5821789028, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32088928511728976, "fast_rcnn/fg_cls_accuracy": 0.6423957721667646, "iteration": 105419, "loss_box_reg": 0.22794163785874844, "loss_cls": 0.18516044551506639, "loss_mask": 0.24766009487211704, "loss_rpn_cls": 0.03406696591991931, "loss_rpn_loc": 0.07427459117025137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895955569727891, "mask_rcnn/false_negative": 0.10687939218840348, "mask_rcnn/false_positive": 0.10608873955315445, "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": 1.0138015237171203, "total_loss": 0.7845981838181615}
{"data_time": 0.014867473626509309, "eta_seconds": 164167.80237253755, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2859340377607267, "fast_rcnn/fg_cls_accuracy": 0.6812953768618548, "iteration": 105439, "loss_box_reg": 0.2168343961238861, "loss_cls": 0.19129897467792034, "loss_mask": 0.23312132619321346, "loss_rpn_cls": 0.04055688972584903, "loss_rpn_loc": 0.08564549637958407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995901305151662, "mask_rcnn/false_negative": 0.08043929472734301, "mask_rcnn/false_positive": 0.10630723301064149, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0131463271100074, "total_loss": 0.8063397003570572}
{"data_time": 0.014205650659278035, "eta_seconds": 164165.24881089106, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3606811145510836, "fast_rcnn/fg_cls_accuracy": 0.6144773698953265, "iteration": 105459, "loss_box_reg": 0.24998983554542065, "loss_cls": 0.1940900580957532, "loss_mask": 0.25283838249742985, "loss_rpn_cls": 0.03495006845332682, "loss_rpn_loc": 0.07456418476067483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875524276292297, "mask_rcnn/false_negative": 0.09849314751876909, "mask_rcnn/false_positive": 0.12757732352727535, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0135104251094162, "total_loss": 0.8127424875274301}
{"data_time": 0.015089886961504817, "eta_seconds": 164169.19250110164, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3096316425120773, "fast_rcnn/fg_cls_accuracy": 0.6645427286356822, "iteration": 105479, "loss_box_reg": 0.19738580472767353, "loss_cls": 0.16967713460326195, "loss_mask": 0.22269204817712307, "loss_rpn_cls": 0.029121449100784957, "loss_rpn_loc": 0.07085008115973324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909479139757168, "mask_rcnn/false_negative": 0.08588995656720955, "mask_rcnn/false_positive": 0.12221840126975342, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9864820518996567, "total_loss": 0.6809008253039792}
{"data_time": 0.023371189134195447, "eta_seconds": 164149.23514728434, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2780177439797212, "fast_rcnn/fg_cls_accuracy": 0.6845797101449276, "iteration": 105499, "loss_box_reg": 0.22722179163247347, "loss_cls": 0.19043118134140968, "loss_mask": 0.24274780042469501, "loss_rpn_cls": 0.03518039546906948, "loss_rpn_loc": 0.08357225940562785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935997165005604, "mask_rcnn/false_negative": 0.09299402738381501, "mask_rcnn/false_positive": 0.11570889690261107, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0213631137739867, "total_loss": 0.7898144049104303}
{"data_time": 0.021915876772254705, "eta_seconds": 164145.86462676525, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2967406260749914, "fast_rcnn/fg_cls_accuracy": 0.6845870469399882, "iteration": 105519, "loss_box_reg": 0.23100361414253712, "loss_cls": 0.1806533019989729, "loss_mask": 0.24188358709216118, "loss_rpn_cls": 0.036699262156616896, "loss_rpn_loc": 0.07531161908991635, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032564670605083, "mask_rcnn/false_negative": 0.08329174494352284, "mask_rcnn/false_positive": 0.11803995533024253, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.999293678207323, "total_loss": 0.7938469507498667}
{"data_time": 0.01800600136630237, "eta_seconds": 164133.8013490336, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2954639629140445, "fast_rcnn/fg_cls_accuracy": 0.6829934692789551, "iteration": 105539, "loss_box_reg": 0.21489760372787714, "loss_cls": 0.16861706785857677, "loss_mask": 0.24920986406505108, "loss_rpn_cls": 0.03326085687149316, "loss_rpn_loc": 0.05579995387233794, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053586269889398, "mask_rcnn/false_negative": 0.09135249991891817, "mask_rcnn/false_positive": 0.10163131868024046, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9746669318992645, "total_loss": 0.7152174116345122}
{"data_time": 0.016376518178731203, "eta_seconds": 164105.9458853677, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.30919845078723585, "fast_rcnn/fg_cls_accuracy": 0.6819495287795, "iteration": 105559, "loss_box_reg": 0.22643592953681946, "loss_cls": 0.18057584576308727, "loss_mask": 0.24990195035934448, "loss_rpn_cls": 0.04347581893671304, "loss_rpn_loc": 0.09318703133612871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901678848308603, "mask_rcnn/false_negative": 0.09752927797911985, "mask_rcnn/false_positive": 0.11767569213240758, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0217721369117498, "total_loss": 0.8064194183098152}
{"data_time": 0.016677396837621927, "eta_seconds": 164069.40573201515, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2767664840355186, "fast_rcnn/fg_cls_accuracy": 0.6937469374693748, "iteration": 105579, "loss_box_reg": 0.20766745880246162, "loss_cls": 0.17081399727612734, "loss_mask": 0.2519261259585619, "loss_rpn_cls": 0.035598000744357705, "loss_rpn_loc": 0.06640774593688548, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072490944429721, "mask_rcnn/false_negative": 0.08522462962904885, "mask_rcnn/false_positive": 0.1096354260558605, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9899482275359333, "total_loss": 0.768738639773801}
{"data_time": 0.01762056746520102, "eta_seconds": 164049.44837819785, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2620275759321986, "fast_rcnn/fg_cls_accuracy": 0.7107030548068284, "iteration": 105599, "loss_box_reg": 0.216533824801445, "loss_cls": 0.18916182033717632, "loss_mask": 0.24526548944413662, "loss_rpn_cls": 0.03212150325998664, "loss_rpn_loc": 0.06831171759404242, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004870811194953, "mask_rcnn/false_negative": 0.0959450311126708, "mask_rcnn/false_positive": 0.10272753040183022, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0003720752429217, "total_loss": 0.7414840977289714}
{"data_time": 0.014483244623988867, "eta_seconds": 164046.06777327135, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2875795375795376, "fast_rcnn/fg_cls_accuracy": 0.6836728919071873, "iteration": 105619, "loss_box_reg": 0.22623746283352375, "loss_cls": 0.1776601616293192, "loss_mask": 0.24244476109743118, "loss_rpn_cls": 0.03562723635695875, "loss_rpn_loc": 0.08826250745914876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974725685476099, "mask_rcnn/false_negative": 0.08795502689610821, "mask_rcnn/false_positive": 0.10840512297471867, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.01532659586519, "total_loss": 0.7695586300687864}
{"data_time": 0.019053030526265502, "eta_seconds": 164048.79454130307, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30788734591980027, "fast_rcnn/fg_cls_accuracy": 0.6505555049631181, "iteration": 105639, "loss_box_reg": 0.22104308754205704, "loss_cls": 0.17077520489692688, "loss_mask": 0.2448088824748993, "loss_rpn_cls": 0.03266272624023259, "loss_rpn_loc": 0.0625629008281976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914532193569293, "mask_rcnn/false_negative": 0.10069722471895985, "mask_rcnn/false_positive": 0.11542861166330422, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0119556225836277, "total_loss": 0.7409915461903438}
{"data_time": 0.013921792851760983, "eta_seconds": 164120.08492740802, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.294679005205321, "fast_rcnn/fg_cls_accuracy": 0.6757439762973291, "iteration": 105659, "loss_box_reg": 0.2280141171067953, "loss_cls": 0.18986347783356905, "loss_mask": 0.24641459621489048, "loss_rpn_cls": 0.035517003503628075, "loss_rpn_loc": 0.0720270168967545, "lr": 0.0001, "mask_rcnn/accuracy": 0.902926649557532, "mask_rcnn/false_negative": 0.08525922253551484, "mask_rcnn/false_positive": 0.10538851024089607, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.006039464380592, "total_loss": 0.7689061732962728}
{"data_time": 0.015098854200914502, "eta_seconds": 164193.99226665497, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29357484620642516, "fast_rcnn/fg_cls_accuracy": 0.6911414900888585, "iteration": 105679, "loss_box_reg": 0.22849675081670284, "loss_cls": 0.18055023159831762, "loss_mask": 0.237086221575737, "loss_rpn_cls": 0.03374738513957709, "loss_rpn_loc": 0.07760568149387836, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097371455375629, "mask_rcnn/false_negative": 0.08410624508378892, "mask_rcnn/false_positive": 0.10050441377299532, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0168022664729506, "total_loss": 0.7452742448076606}
{"data_time": 0.014698128215968609, "eta_seconds": 164326.21601473074, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2643405188162221, "fast_rcnn/fg_cls_accuracy": 0.7181205723017086, "iteration": 105699, "loss_box_reg": 0.21409150026738644, "loss_cls": 0.17631603684276342, "loss_mask": 0.24425378628075123, "loss_rpn_cls": 0.037469881819561124, "loss_rpn_loc": 0.08362829894758761, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034354638771093, "mask_rcnn/false_negative": 0.07784579689092723, "mask_rcnn/false_positive": 0.11487341377073634, "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": 1.029769323533401, "total_loss": 0.7923664546106011}
{"data_time": 0.014348937198519707, "eta_seconds": 164356.72408710234, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3261154855643045, "fast_rcnn/fg_cls_accuracy": 0.6450556546337864, "iteration": 105719, "loss_box_reg": 0.20800860412418842, "loss_cls": 0.17823833413422108, "loss_mask": 0.24417486228048801, "loss_rpn_cls": 0.03683906048536301, "loss_rpn_loc": 0.07474620325956494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846612585177138, "mask_rcnn/false_negative": 0.08415465116395499, "mask_rcnn/false_positive": 0.14055292178622303, "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": 1.01853454625234, "total_loss": 0.7437120772665367}
{"data_time": 0.013940251665189862, "eta_seconds": 164245.30112308916, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.282324016563147, "fast_rcnn/fg_cls_accuracy": 0.6990855762594893, "iteration": 105739, "loss_box_reg": 0.2255010586231947, "loss_cls": 0.18471089471131563, "loss_mask": 0.2518347520381212, "loss_rpn_cls": 0.03632278204895556, "loss_rpn_loc": 0.07034569373354316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930380533737019, "mask_rcnn/false_negative": 0.09618462533915513, "mask_rcnn/false_positive": 0.11929273198861605, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9995223130099475, "total_loss": 0.7727142999647185}
{"data_time": 0.020655817119404674, "eta_seconds": 164114.05361413956, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31581164807930606, "fast_rcnn/fg_cls_accuracy": 0.6421988627572335, "iteration": 105759, "loss_box_reg": 0.22893868759274483, "loss_cls": 0.17933385260403156, "loss_mask": 0.24078518897294998, "loss_rpn_cls": 0.03587666805833578, "loss_rpn_loc": 0.08381428453139961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966445711072897, "mask_rcnn/false_negative": 0.09472700864412903, "mask_rcnn/false_positive": 0.11572848943216493, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9867340950295329, "total_loss": 0.7762820033822209}
{"data_time": 0.015661101089790463, "eta_seconds": 164073.09933115728, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2915578855030389, "fast_rcnn/fg_cls_accuracy": 0.6958635309843564, "iteration": 105779, "loss_box_reg": 0.21072915894910693, "loss_cls": 0.17023418005555868, "loss_mask": 0.22979777306318283, "loss_rpn_cls": 0.03524650726467371, "loss_rpn_loc": 0.07480082707479596, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044700221358385, "mask_rcnn/false_negative": 0.08587198773733984, "mask_rcnn/false_positive": 0.10551556121859432, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9928664555773139, "total_loss": 0.7510341413435526}
{"data_time": 0.018224066821858287, "eta_seconds": 164109.2404828407, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3093317470910832, "fast_rcnn/fg_cls_accuracy": 0.6700015817779184, "iteration": 105799, "loss_box_reg": 0.23783689457923174, "loss_cls": 0.18755186069756746, "loss_mask": 0.2328731194138527, "loss_rpn_cls": 0.042918467544950545, "loss_rpn_loc": 0.08149661822244525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907389127060329, "mask_rcnn/false_negative": 0.09946704308793264, "mask_rcnn/false_positive": 0.11665160164389633, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0027009514160454, "total_loss": 0.8184213073691353}
{"data_time": 0.014659392880275846, "eta_seconds": 164251.4626891911, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3096137551193334, "fast_rcnn/fg_cls_accuracy": 0.6621021810205687, "iteration": 105819, "loss_box_reg": 0.2085370309650898, "loss_cls": 0.16085287742316723, "loss_mask": 0.23944026231765747, "loss_rpn_cls": 0.028820918640121818, "loss_rpn_loc": 0.06936579360626638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897185336267734, "mask_rcnn/false_negative": 0.08443170022350618, "mask_rcnn/false_positive": 0.13460564554374405, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0372418195474893, "total_loss": 0.7134510783944279}
{"data_time": 0.019244982162490487, "eta_seconds": 164013.1530033052, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2649122807017544, "fast_rcnn/fg_cls_accuracy": 0.6769759282720982, "iteration": 105839, "loss_box_reg": 0.19459940027445555, "loss_cls": 0.17575042136013508, "loss_mask": 0.2421948779374361, "loss_rpn_cls": 0.03113686852157116, "loss_rpn_loc": 0.06592463050037622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944020417306708, "mask_rcnn/false_negative": 0.09873945763770027, "mask_rcnn/false_positive": 0.1108393633912572, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9772801585495472, "total_loss": 0.733065418957267}
{"data_time": 0.014515352435410023, "eta_seconds": 163951.38221335132, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3077319886396569, "fast_rcnn/fg_cls_accuracy": 0.6713997044364689, "iteration": 105859, "loss_box_reg": 0.22162517625838518, "loss_cls": 0.18530114041641355, "loss_mask": 0.23789757303893566, "loss_rpn_cls": 0.0332419418846257, "loss_rpn_loc": 0.07400231203064322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822918090117599, "mask_rcnn/false_negative": 0.1164546463145401, "mask_rcnn/false_positive": 0.12176646092495158, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9891252303496003, "total_loss": 0.7598806473542936}
{"data_time": 0.02512508351355791, "eta_seconds": 163945.8348355256, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3221449911590757, "fast_rcnn/fg_cls_accuracy": 0.660680751173709, "iteration": 105879, "loss_box_reg": 0.21350028552114964, "loss_cls": 0.18438199069350958, "loss_mask": 0.24606654047966003, "loss_rpn_cls": 0.033349669305607677, "loss_rpn_loc": 0.06687796371988952, "lr": 0.0001, "mask_rcnn/accuracy": 0.895308814066429, "mask_rcnn/false_negative": 0.08536612739000413, "mask_rcnn/false_positive": 0.1208162686900936, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9938183287158608, "total_loss": 0.7684450509259477}
{"data_time": 0.019949753303080797, "eta_seconds": 163974.1609722376, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.27625396825396825, "fast_rcnn/fg_cls_accuracy": 0.678968253968254, "iteration": 105899, "loss_box_reg": 0.2285041930153966, "loss_cls": 0.1804447271861136, "loss_mask": 0.24455255642533302, "loss_rpn_cls": 0.03095643874257803, "loss_rpn_loc": 0.07645082339877263, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976696368881455, "mask_rcnn/false_negative": 0.09690162559714098, "mask_rcnn/false_positive": 0.11268664102338746, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9653005236759782, "total_loss": 0.7671498655399773}
{"data_time": 0.01623676810413599, "eta_seconds": 163891.45116100088, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2900450834653345, "fast_rcnn/fg_cls_accuracy": 0.66269238978348, "iteration": 105919, "loss_box_reg": 0.20730808656662703, "loss_cls": 0.16994982585310936, "loss_mask": 0.23656237311661243, "loss_rpn_cls": 0.03764046065043658, "loss_rpn_loc": 0.10247839614748955, "lr": 0.0001, "mask_rcnn/accuracy": 0.892475154803283, "mask_rcnn/false_negative": 0.08894153565531354, "mask_rcnn/false_positive": 0.12805877519976852, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9912023425567895, "total_loss": 0.763966677011922}
{"data_time": 0.018317915499210358, "eta_seconds": 163959.00183226913, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31315652525875526, "fast_rcnn/fg_cls_accuracy": 0.6640408888563211, "iteration": 105939, "loss_box_reg": 0.2065710313618183, "loss_cls": 0.16359291784465313, "loss_mask": 0.24889838136732578, "loss_rpn_cls": 0.036738351511303335, "loss_rpn_loc": 0.0652249566046521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895319183419241, "mask_rcnn/false_negative": 0.09846014130929301, "mask_rcnn/false_positive": 0.12168190906465204, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.03748884703964, "total_loss": 0.7245045616291463}
{"data_time": 0.015529164345934987, "eta_seconds": 163982.51440825872, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.30689276534151877, "fast_rcnn/fg_cls_accuracy": 0.6706632164078972, "iteration": 105959, "loss_box_reg": 0.21718726307153702, "loss_cls": 0.17095953226089478, "loss_mask": 0.23761523142457008, "loss_rpn_cls": 0.03354138124268502, "loss_rpn_loc": 0.07854330982081592, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018535932063583, "mask_rcnn/false_negative": 0.08978395531699865, "mask_rcnn/false_positive": 0.09731570252148856, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0017364413943142, "total_loss": 0.7659508704673499}
{"data_time": 0.013401956530287862, "eta_seconds": 164045.33198396675, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37558612943984276, "fast_rcnn/fg_cls_accuracy": 0.6115057645277746, "iteration": 105979, "loss_box_reg": 0.22864031977951527, "loss_cls": 0.18845955282449722, "loss_mask": 0.251066230237484, "loss_rpn_cls": 0.038009250769391656, "loss_rpn_loc": 0.07433379534631968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814863669070458, "mask_rcnn/false_negative": 0.1006080873112665, "mask_rcnn/false_positive": 0.12676794541974215, "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": 0.9851838438771665, "total_loss": 0.774794684490189}
{"data_time": 0.017281025415286422, "eta_seconds": 164017.06624869257, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2651061513336962, "fast_rcnn/fg_cls_accuracy": 0.6901367059950367, "iteration": 105999, "loss_box_reg": 0.20613927207887173, "loss_cls": 0.1694029588252306, "loss_mask": 0.24234710820019245, "loss_rpn_cls": 0.03805074573028833, "loss_rpn_loc": 0.08829423040151596, "lr": 0.0001, "mask_rcnn/accuracy": 0.9118493438755777, "mask_rcnn/false_negative": 0.08855619185533659, "mask_rcnn/false_positive": 0.1140389274159252, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9964465114753693, "total_loss": 0.7425604461459443}
{"data_time": 0.014103592606261373, "eta_seconds": 163997.06416744273, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29886812791951134, "fast_rcnn/fg_cls_accuracy": 0.6675836719784485, "iteration": 106019, "loss_box_reg": 0.2203868217766285, "loss_cls": 0.18553362973034382, "loss_mask": 0.24250896088778973, "loss_rpn_cls": 0.04053480026777834, "loss_rpn_loc": 0.09706166945397854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957987604995912, "mask_rcnn/false_negative": 0.08270704054706299, "mask_rcnn/false_positive": 0.12191527708129025, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9777085359673947, "total_loss": 0.8097988485824317}
{"data_time": 0.01630227593705058, "eta_seconds": 163895.9796412941, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.29124464052693716, "fast_rcnn/fg_cls_accuracy": 0.6719621634731991, "iteration": 106039, "loss_box_reg": 0.21519609820097685, "loss_cls": 0.1583634978160262, "loss_mask": 0.2313777133822441, "loss_rpn_cls": 0.03357238438911736, "loss_rpn_loc": 0.06453647394664586, "lr": 0.0001, "mask_rcnn/accuracy": 0.9107518881208397, "mask_rcnn/false_negative": 0.08109355981707558, "mask_rcnn/false_positive": 0.09439747783868663, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9745807596482337, "total_loss": 0.7367077314993367}
{"data_time": 0.013614335097372532, "eta_seconds": 163645.24615536444, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.3014993731289819, "fast_rcnn/fg_cls_accuracy": 0.6716539160248701, "iteration": 106059, "loss_box_reg": 0.18707566149532795, "loss_cls": 0.15563710872083902, "loss_mask": 0.2198254894465208, "loss_rpn_cls": 0.026737689040601254, "loss_rpn_loc": 0.0524672488681972, "lr": 0.0001, "mask_rcnn/accuracy": 0.9094431608938859, "mask_rcnn/false_negative": 0.07322382607332853, "mask_rcnn/false_positive": 0.10249983083313441, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.9610061603598297, "total_loss": 0.6406145727960393}
{"data_time": 0.016086757881566882, "eta_seconds": 163609.62765399367, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2958128078817734, "fast_rcnn/fg_cls_accuracy": 0.6671695402298851, "iteration": 106079, "loss_box_reg": 0.21220992598682642, "loss_cls": 0.1698092995211482, "loss_mask": 0.23992594704031944, "loss_rpn_cls": 0.035435619531199336, "loss_rpn_loc": 0.08923879126086831, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995931141952194, "mask_rcnn/false_negative": 0.07916967912850452, "mask_rcnn/false_positive": 0.09752155132265343, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0002418796066195, "total_loss": 0.7431242763996124}
{"data_time": 0.01372877904213965, "eta_seconds": 163605.31807285734, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24968919663230782, "fast_rcnn/fg_cls_accuracy": 0.7311935716865294, "iteration": 106099, "loss_box_reg": 0.207846955396235, "loss_cls": 0.16937957983464003, "loss_mask": 0.23959359154105186, "loss_rpn_cls": 0.03562624775804579, "loss_rpn_loc": 0.07386550423689187, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025223448381849, "mask_rcnn/false_negative": 0.08714933291813012, "mask_rcnn/false_positive": 0.10248350271221429, "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": 0.9880339505616575, "total_loss": 0.7637239354662597}
{"data_time": 0.01579755125567317, "eta_seconds": 163498.3112635929, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2793684554973822, "fast_rcnn/fg_cls_accuracy": 0.7117952990481962, "iteration": 106119, "loss_box_reg": 0.21086645871400833, "loss_cls": 0.18244124948978424, "loss_mask": 0.23436582647264004, "loss_rpn_cls": 0.036839041305938736, "loss_rpn_loc": 0.06948882015421987, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074042128722335, "mask_rcnn/false_negative": 0.08860740950483631, "mask_rcnn/false_positive": 0.10654827677278308, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9832156940829009, "total_loss": 0.7306480346305761}
{"data_time": 0.015866269124671817, "eta_seconds": 163324.15327071212, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.36518463931875866, "fast_rcnn/fg_cls_accuracy": 0.5885277406417112, "iteration": 106139, "loss_box_reg": 0.21329505741596222, "loss_cls": 0.16733229719102383, "loss_mask": 0.24278179742395878, "loss_rpn_cls": 0.031397281447425485, "loss_rpn_loc": 0.07536142476601526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951453792963926, "mask_rcnn/false_negative": 0.09244553932484248, "mask_rcnn/false_positive": 0.11475737625034513, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9516172199510038, "total_loss": 0.7528456697473302}
{"data_time": 0.02220327197574079, "eta_seconds": 163304.21867370605, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2697908914474164, "fast_rcnn/fg_cls_accuracy": 0.6826392415777891, "iteration": 106159, "loss_box_reg": 0.20621082931756973, "loss_cls": 0.17137997969985008, "loss_mask": 0.22913915663957596, "loss_rpn_cls": 0.032806762552354485, "loss_rpn_loc": 0.07800211291760206, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023508521358582, "mask_rcnn/false_negative": 0.09113008840671845, "mask_rcnn/false_positive": 0.10402364976814055, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0234457238111645, "total_loss": 0.7323525454849005}
{"data_time": 0.015522857662290335, "eta_seconds": 163337.42593481205, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3094900011832919, "fast_rcnn/fg_cls_accuracy": 0.6530190350900744, "iteration": 106179, "loss_box_reg": 0.23378705233335495, "loss_cls": 0.1831996375694871, "loss_mask": 0.24447928369045258, "loss_rpn_cls": 0.04226126708090305, "loss_rpn_loc": 0.08283072616904974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940120513971856, "mask_rcnn/false_negative": 0.1040095347295807, "mask_rcnn/false_positive": 0.11546158492147666, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0075234938412905, "total_loss": 0.8109390004538}
{"data_time": 0.016948040574789047, "eta_seconds": 163317.4848499708, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3013221596217548, "fast_rcnn/fg_cls_accuracy": 0.6639207366615509, "iteration": 106199, "loss_box_reg": 0.22864248510450125, "loss_cls": 0.1963759595528245, "loss_mask": 0.2484083753079176, "loss_rpn_cls": 0.033279604744166136, "loss_rpn_loc": 0.07385542942211032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877458282053031, "mask_rcnn/false_negative": 0.0917056690475157, "mask_rcnn/false_positive": 0.1277429500393603, "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": 1.0095502885524184, "total_loss": 0.774782724911347}
{"data_time": 0.026364512275904417, "eta_seconds": 163286.78438585252, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3165931575859348, "fast_rcnn/fg_cls_accuracy": 0.6578674948240165, "iteration": 106219, "loss_box_reg": 0.20785445719957352, "loss_cls": 0.1661470690742135, "loss_mask": 0.235106710344553, "loss_rpn_cls": 0.034770202822983265, "loss_rpn_loc": 0.0708523450884968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892634433933622, "mask_rcnn/false_negative": 0.09165794978351344, "mask_rcnn/false_positive": 0.11825612262829963, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9956141028087586, "total_loss": 0.7197142443619668}
{"data_time": 0.018406827934086323, "eta_seconds": 163182.1090552397, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29498922413793105, "fast_rcnn/fg_cls_accuracy": 0.6621260683760684, "iteration": 106239, "loss_box_reg": 0.22934466786682606, "loss_cls": 0.17937270179390907, "loss_mask": 0.24020139500498772, "loss_rpn_cls": 0.03130718972533941, "loss_rpn_loc": 0.07899069902487099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919186653881603, "mask_rcnn/false_negative": 0.0910949063343022, "mask_rcnn/false_positive": 0.1298402186192763, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9925073019694537, "total_loss": 0.7810806771740317}
{"data_time": 0.034773812629282475, "eta_seconds": 163284.55358860083, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3343220726906527, "fast_rcnn/fg_cls_accuracy": 0.6159867172675522, "iteration": 106259, "loss_box_reg": 0.22343315184116364, "loss_cls": 0.18072957918047905, "loss_mask": 0.24169968999922276, "loss_rpn_cls": 0.035912941209971905, "loss_rpn_loc": 0.07515888847410679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876766909513281, "mask_rcnn/false_negative": 0.09157740776830178, "mask_rcnn/false_positive": 0.12025692176868866, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0170639620628208, "total_loss": 0.7612931022886187}
{"data_time": 0.02210073941387236, "eta_seconds": 163474.25170233473, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3001639127851973, "fast_rcnn/fg_cls_accuracy": 0.6682449438603382, "iteration": 106279, "loss_box_reg": 0.21864743996411562, "loss_cls": 0.17520684003829956, "loss_mask": 0.2407025545835495, "loss_rpn_cls": 0.034043770167045295, "loss_rpn_loc": 0.06684638326987624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989840302521273, "mask_rcnn/false_negative": 0.09139739283819798, "mask_rcnn/false_positive": 0.1129494779213321, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0219457985367626, "total_loss": 0.7526811816496775}
{"data_time": 0.019733030581846833, "eta_seconds": 163454.28172289394, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27101017398109684, "fast_rcnn/fg_cls_accuracy": 0.6853817060184335, "iteration": 106299, "loss_box_reg": 0.2390008345246315, "loss_cls": 0.1874774433672428, "loss_mask": 0.2406075820326805, "loss_rpn_cls": 0.03997609578073025, "loss_rpn_loc": 0.08457842702046037, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025363463969659, "mask_rcnn/false_negative": 0.09905697097730581, "mask_rcnn/false_positive": 0.09426376629820805, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0096278949640691, "total_loss": 0.8017635772703215}
{"data_time": 0.018248837208375335, "eta_seconds": 163577.8560425341, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29489708404802745, "fast_rcnn/fg_cls_accuracy": 0.6650146188404764, "iteration": 106319, "loss_box_reg": 0.2094846721738577, "loss_cls": 0.17727255634963512, "loss_mask": 0.24499854259192944, "loss_rpn_cls": 0.03340864053461701, "loss_rpn_loc": 0.08265955443494022, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033410495170764, "mask_rcnn/false_negative": 0.09302584886225458, "mask_rcnn/false_positive": 0.10329851305047677, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0290919705294073, "total_loss": 0.7677877264213748}
{"data_time": 0.029117976548150182, "eta_seconds": 163678.05414081085, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.27579356572196256, "fast_rcnn/fg_cls_accuracy": 0.7059340026986269, "iteration": 106339, "loss_box_reg": 0.21018161997199059, "loss_cls": 0.1746600791811943, "loss_mask": 0.22288134135305882, "loss_rpn_cls": 0.03153395978733897, "loss_rpn_loc": 0.07964015868492424, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086517802375822, "mask_rcnn/false_negative": 0.08079281892613749, "mask_rcnn/false_positive": 0.09598104898365753, "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": 1.029568687081337, "total_loss": 0.7257531322538853}
{"data_time": 0.019198188558220863, "eta_seconds": 163843.18923940882, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.27834633990507485, "fast_rcnn/fg_cls_accuracy": 0.7099402635668302, "iteration": 106359, "loss_box_reg": 0.2064943816512823, "loss_cls": 0.18358957208693027, "loss_mask": 0.24640476144850254, "loss_rpn_cls": 0.02868612320162356, "loss_rpn_loc": 0.07324158528354019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981093234339583, "mask_rcnn/false_negative": 0.08400745165589477, "mask_rcnn/false_positive": 0.1296191581535199, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.029922561487183, "total_loss": 0.7403271032962948}
{"data_time": 0.014821199933066964, "eta_seconds": 163638.0497282138, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2911302833192717, "fast_rcnn/fg_cls_accuracy": 0.6516823161189358, "iteration": 106379, "loss_box_reg": 0.22726749815046787, "loss_cls": 0.18615181185305119, "loss_mask": 0.24445138312876225, "loss_rpn_cls": 0.03387162392027676, "loss_rpn_loc": 0.08530049701221287, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046959996209509, "mask_rcnn/false_negative": 0.0799974174447469, "mask_rcnn/false_positive": 0.10898129636618796, "roi_head/num_bg_samples": 461.375, "roi_head/num_fg_samples": 50.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9884863384068012, "total_loss": 0.793737551313825}
{"data_time": 0.015821692533791065, "eta_seconds": 163536.1202080734, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32039337474120083, "fast_rcnn/fg_cls_accuracy": 0.665631469979296, "iteration": 106399, "loss_box_reg": 0.21219502482563257, "loss_cls": 0.17291976884007454, "loss_mask": 0.22266328521072865, "loss_rpn_cls": 0.03374038526089862, "loss_rpn_loc": 0.07085980591364205, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006791051942238, "mask_rcnn/false_negative": 0.09744711109455861, "mask_rcnn/false_positive": 0.10816381102904629, "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": 0.9721501055173576, "total_loss": 0.7429411169141531}
{"data_time": 0.015251822536811233, "eta_seconds": 163505.8421657281, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35987867815936664, "fast_rcnn/fg_cls_accuracy": 0.5850340136054422, "iteration": 106419, "loss_box_reg": 0.2261590724810958, "loss_cls": 0.18622008711099625, "loss_mask": 0.23945914022624493, "loss_rpn_cls": 0.0333402092801407, "loss_rpn_loc": 0.07369612355250865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934151849922991, "mask_rcnn/false_negative": 0.08686459175022847, "mask_rcnn/false_positive": 0.11065930035172396, "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": 0.9962498259264976, "total_loss": 0.7879147636704147}
{"data_time": 0.01585367415100336, "eta_seconds": 163381.5213216003, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3545149378986237, "fast_rcnn/fg_cls_accuracy": 0.6244899360458274, "iteration": 106439, "loss_box_reg": 0.22923202998936176, "loss_cls": 0.19029948161914945, "loss_mask": 0.25496420077979565, "loss_rpn_cls": 0.03943603555671871, "loss_rpn_loc": 0.07584559998940676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833731362742498, "mask_rcnn/false_negative": 0.10922426789199183, "mask_rcnn/false_positive": 0.13038314077668658, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9838317020330578, "total_loss": 0.818189860554412}
{"data_time": 0.015348560642451048, "eta_seconds": 163348.3165620081, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3279552293965472, "fast_rcnn/fg_cls_accuracy": 0.6035666856383988, "iteration": 106459, "loss_box_reg": 0.22733332589268684, "loss_cls": 0.2018033741042018, "loss_mask": 0.2456019278615713, "loss_rpn_cls": 0.03565250593237579, "loss_rpn_loc": 0.06235776818357408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839996222226267, "mask_rcnn/false_negative": 0.09510854412552136, "mask_rcnn/false_positive": 0.11849780108337592, "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": 0.9990670294500887, "total_loss": 0.7932358894031495}
{"data_time": 0.016218262491747737, "eta_seconds": 163328.34000378847, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3477250316946049, "fast_rcnn/fg_cls_accuracy": 0.6399823556800823, "iteration": 106479, "loss_box_reg": 0.21632859576493502, "loss_cls": 0.17931127920746803, "loss_mask": 0.24945160932838917, "loss_rpn_cls": 0.03298521030228585, "loss_rpn_loc": 0.07187349954620004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946135422901866, "mask_rcnn/false_negative": 0.09765389373814186, "mask_rcnn/false_positive": 0.11727375058343656, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9916254505515099, "total_loss": 0.77174157416448}
{"data_time": 0.016599533380940557, "eta_seconds": 163297.7916339878, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2749544626593807, "fast_rcnn/fg_cls_accuracy": 0.6984421462593089, "iteration": 106499, "loss_box_reg": 0.22042213380336761, "loss_cls": 0.18686898984014988, "loss_mask": 0.2348844800144434, "loss_rpn_cls": 0.036366866901516914, "loss_rpn_loc": 0.07708901911973953, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932401290385037, "mask_rcnn/false_negative": 0.09873014174780176, "mask_rcnn/false_positive": 0.1142402445832868, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0155696442816406, "total_loss": 0.7529403296066448}
{"data_time": 0.020677965600043535, "eta_seconds": 163186.7218026705, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.279312865497076, "fast_rcnn/fg_cls_accuracy": 0.7048206800186306, "iteration": 106519, "loss_box_reg": 0.20454460568726063, "loss_cls": 0.17811803705990314, "loss_mask": 0.22834006324410439, "loss_rpn_cls": 0.02868536941241473, "loss_rpn_loc": 0.056428943295031786, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044909059514217, "mask_rcnn/false_negative": 0.09303344182712545, "mask_rcnn/false_positive": 0.09888254080750485, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9772919714450836, "total_loss": 0.7080378234968521}
{"data_time": 0.017754345200955868, "eta_seconds": 163150.67286724225, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2804109589041096, "fast_rcnn/fg_cls_accuracy": 0.6827435312024352, "iteration": 106539, "loss_box_reg": 0.21833281870931387, "loss_cls": 0.17704704031348228, "loss_mask": 0.23602213710546494, "loss_rpn_cls": 0.04154526651836932, "loss_rpn_loc": 0.08472975809127092, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025801945803059, "mask_rcnn/false_negative": 0.08022524077028426, "mask_rcnn/false_positive": 0.11424054505726162, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9520454853773117, "total_loss": 0.7682589465985075}
{"data_time": 0.02186641492880881, "eta_seconds": 163059.33605639264, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3049709180308209, "fast_rcnn/fg_cls_accuracy": 0.6577970880359238, "iteration": 106559, "loss_box_reg": 0.20837997924536467, "loss_cls": 0.1751760859042406, "loss_mask": 0.23963168635964394, "loss_rpn_cls": 0.0363843331579119, "loss_rpn_loc": 0.08081872848561034, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027767103054141, "mask_rcnn/false_negative": 0.08744746423093175, "mask_rcnn/false_positive": 0.11832515723223816, "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": 0.9954768738243729, "total_loss": 0.7445050146779977}
{"data_time": 0.017123486381024122, "eta_seconds": 163110.74856212363, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3123475609756098, "fast_rcnn/fg_cls_accuracy": 0.6624124231032126, "iteration": 106579, "loss_box_reg": 0.20819273963570595, "loss_cls": 0.18067753873765469, "loss_mask": 0.2384878396987915, "loss_rpn_cls": 0.040519298519939184, "loss_rpn_loc": 0.07781379553489387, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000840480613532, "mask_rcnn/false_negative": 0.08170106400727115, "mask_rcnn/false_positive": 0.10861880196370505, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0248274728655815, "total_loss": 0.7516064245719463}
{"data_time": 0.018874231725931168, "eta_seconds": 163197.9153088294, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.32039842873176205, "fast_rcnn/fg_cls_accuracy": 0.662180170575693, "iteration": 106599, "loss_box_reg": 0.2079203762114048, "loss_cls": 0.1921252179890871, "loss_mask": 0.23310538195073605, "loss_rpn_cls": 0.03247714333701879, "loss_rpn_loc": 0.059283710084855556, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028932594543193, "mask_rcnn/false_negative": 0.09740153769849813, "mask_rcnn/false_positive": 0.10934448623701223, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0415447121486068, "total_loss": 0.7387922796769999}
{"data_time": 0.018406915478408337, "eta_seconds": 163060.9568287013, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2950494827817832, "fast_rcnn/fg_cls_accuracy": 0.6788938393711073, "iteration": 106619, "loss_box_reg": 0.20898560248315334, "loss_cls": 0.17550385929644108, "loss_mask": 0.22590308636426926, "loss_rpn_cls": 0.03261178726097569, "loss_rpn_loc": 0.0679314280860126, "lr": 0.0001, "mask_rcnn/accuracy": 0.908510465225399, "mask_rcnn/false_negative": 0.08331101788577791, "mask_rcnn/false_positive": 0.11695116207196751, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9872465031221509, "total_loss": 0.7041428009979427}
{"data_time": 0.016882495488971472, "eta_seconds": 163040.9958840534, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.29660171506197996, "fast_rcnn/fg_cls_accuracy": 0.6790342861933105, "iteration": 106639, "loss_box_reg": 0.224498325958848, "loss_cls": 0.17488679196685553, "loss_mask": 0.24829221423715353, "loss_rpn_cls": 0.03295243566390127, "loss_rpn_loc": 0.06619463232345879, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993047588138406, "mask_rcnn/false_negative": 0.09491392777775015, "mask_rcnn/false_positive": 0.1102600953792035, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.039308478590101, "total_loss": 0.7637595883570611}
{"data_time": 0.016000243136659265, "eta_seconds": 162648.19472643547, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3607397504456328, "fast_rcnn/fg_cls_accuracy": 0.62947789086309, "iteration": 106659, "loss_box_reg": 0.21814206801354885, "loss_cls": 0.17890104092657566, "loss_mask": 0.2429165355861187, "loss_rpn_cls": 0.03320668777450919, "loss_rpn_loc": 0.07763354410417378, "lr": 0.0001, "mask_rcnn/accuracy": 0.885954280507936, "mask_rcnn/false_negative": 0.10640142227665857, "mask_rcnn/false_positive": 0.12856411221752992, "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": 0.9729922073893249, "total_loss": 0.7608752932865173}
{"data_time": 0.025506608420982957, "eta_seconds": 162760.797188133, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30847314793534053, "fast_rcnn/fg_cls_accuracy": 0.6689100094186147, "iteration": 106679, "loss_box_reg": 0.2237965241074562, "loss_cls": 0.19274659361690283, "loss_mask": 0.2462519146502018, "loss_rpn_cls": 0.03080596827203408, "loss_rpn_loc": 0.07225896185263991, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023999324839164, "mask_rcnn/false_negative": 0.08604287835111826, "mask_rcnn/false_positive": 0.10316954507589923, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0485534267500043, "total_loss": 0.7795001497725025}
{"data_time": 0.014831656124442816, "eta_seconds": 162391.70555672608, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2618835677407869, "fast_rcnn/fg_cls_accuracy": 0.7226870808854073, "iteration": 106699, "loss_box_reg": 0.21296909265220165, "loss_cls": 0.17005505599081516, "loss_mask": 0.24265237525105476, "loss_rpn_cls": 0.03491120564285666, "loss_rpn_loc": 0.07540430896915495, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080848815283988, "mask_rcnn/false_negative": 0.0782405040505389, "mask_rcnn/false_positive": 0.0918744881857207, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9777706041932106, "total_loss": 0.7706552757881582}
{"data_time": 0.016652528662234545, "eta_seconds": 162318.37954327464, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35302426055167835, "fast_rcnn/fg_cls_accuracy": 0.6287093016806257, "iteration": 106719, "loss_box_reg": 0.22306258790194988, "loss_cls": 0.18568806629627943, "loss_mask": 0.25288916751742363, "loss_rpn_cls": 0.03567470598500222, "loss_rpn_loc": 0.07892779167741537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896390204594615, "mask_rcnn/false_negative": 0.09288906186438571, "mask_rcnn/false_positive": 0.11385235458629873, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.961466308683157, "total_loss": 0.7522163318935782}
{"data_time": 0.015488846460357308, "eta_seconds": 162255.73904054705, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27871443624868286, "fast_rcnn/fg_cls_accuracy": 0.684322986954566, "iteration": 106739, "loss_box_reg": 0.2093789279460907, "loss_cls": 0.16902601951733232, "loss_mask": 0.23539878614246845, "loss_rpn_cls": 0.03103700908832252, "loss_rpn_loc": 0.08787607541307807, "lr": 0.0001, "mask_rcnn/accuracy": 0.896712290685505, "mask_rcnn/false_negative": 0.09158777568942841, "mask_rcnn/false_positive": 0.11119536875680719, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 0.993987112538889, "total_loss": 0.7436364160384983}
{"data_time": 0.023085623513907194, "eta_seconds": 162395.15625406988, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3016304347826087, "fast_rcnn/fg_cls_accuracy": 0.6640922959572846, "iteration": 106759, "loss_box_reg": 0.22775846906006336, "loss_cls": 0.17939802492037416, "loss_mask": 0.24207929521799088, "loss_rpn_cls": 0.028889177134260535, "loss_rpn_loc": 0.06454106280580163, "lr": 0.0001, "mask_rcnn/accuracy": 0.894905419465923, "mask_rcnn/false_negative": 0.09183804408715904, "mask_rcnn/false_positive": 0.11824331114092734, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0169934777077287, "total_loss": 0.7766492383088917}
{"data_time": 0.021836383966729045, "eta_seconds": 162470.648841965, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.2984875372417498, "fast_rcnn/fg_cls_accuracy": 0.6711755874873617, "iteration": 106779, "loss_box_reg": 0.2048994991928339, "loss_cls": 0.1751137673854828, "loss_mask": 0.24473573826253414, "loss_rpn_cls": 0.02812196663580835, "loss_rpn_loc": 0.05288701201789081, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976654270828086, "mask_rcnn/false_negative": 0.08234428000163783, "mask_rcnn/false_positive": 0.11119930361783284, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9966901345178485, "total_loss": 0.6970856278203428}
{"data_time": 0.01479417341761291, "eta_seconds": 162487.9381969571, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.32264231096006796, "fast_rcnn/fg_cls_accuracy": 0.6576571792693288, "iteration": 106799, "loss_box_reg": 0.21995022520422935, "loss_cls": 0.18235912453383207, "loss_mask": 0.24064486473798752, "loss_rpn_cls": 0.030372029403224587, "loss_rpn_loc": 0.0761794107966125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989185244971194, "mask_rcnn/false_negative": 0.08394780659760073, "mask_rcnn/false_positive": 0.108215328683255, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0187673927284777, "total_loss": 0.7544869720004499}
{"data_time": 0.023131055058911443, "eta_seconds": 162502.87702153437, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.30845959595959593, "fast_rcnn/fg_cls_accuracy": 0.6576179678220495, "iteration": 106819, "loss_box_reg": 0.22366876900196075, "loss_cls": 0.18362184148281813, "loss_mask": 0.23982892744243145, "loss_rpn_cls": 0.03114964975975454, "loss_rpn_loc": 0.07434545317664742, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011787167081265, "mask_rcnn/false_negative": 0.08842639540789826, "mask_rcnn/false_positive": 0.11165301871576325, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0073446126189083, "total_loss": 0.7795037323376164}
{"data_time": 0.014426368987187743, "eta_seconds": 162604.48129015043, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29750440042891535, "fast_rcnn/fg_cls_accuracy": 0.6806805996722439, "iteration": 106839, "loss_box_reg": 0.22075531631708145, "loss_cls": 0.184049385599792, "loss_mask": 0.2392457090318203, "loss_rpn_cls": 0.031891376595012844, "loss_rpn_loc": 0.06517545762471855, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914110031357514, "mask_rcnn/false_negative": 0.09986316932790351, "mask_rcnn/false_positive": 0.09699711171672926, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9962049138266593, "total_loss": 0.7713919777888805}
{"data_time": 0.015362219652161002, "eta_seconds": 162581.55184046365, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.28313477289650035, "fast_rcnn/fg_cls_accuracy": 0.6885687526435578, "iteration": 106859, "loss_box_reg": 0.22820141911506653, "loss_cls": 0.18417702335864305, "loss_mask": 0.2302942741662264, "loss_rpn_cls": 0.0352156269364059, "loss_rpn_loc": 0.08546557649970055, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041460030047995, "mask_rcnn/false_negative": 0.08550024386602559, "mask_rcnn/false_positive": 0.10744227118581282, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9877476901747286, "total_loss": 0.7950431718491018}
{"data_time": 0.020356948487460613, "eta_seconds": 162742.92183468118, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2878616707462499, "fast_rcnn/fg_cls_accuracy": 0.6449314055697035, "iteration": 106879, "loss_box_reg": 0.23368516191840172, "loss_cls": 0.18600617535412312, "loss_mask": 0.24254812858998775, "loss_rpn_cls": 0.03307441156357527, "loss_rpn_loc": 0.0851100564468652, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012656687777966, "mask_rcnn/false_negative": 0.0894602056434066, "mask_rcnn/false_positive": 0.10252135459635281, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0146562685258687, "total_loss": 0.7956025952007622}
{"data_time": 0.0204566337633878, "eta_seconds": 162766.69993491378, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3450595330137622, "fast_rcnn/fg_cls_accuracy": 0.6549404669862378, "iteration": 106899, "loss_box_reg": 0.20534635614603758, "loss_cls": 0.16440329141914845, "loss_mask": 0.23853152059018612, "loss_rpn_cls": 0.04022670484846458, "loss_rpn_loc": 0.07114159152843058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928174518500455, "mask_rcnn/false_negative": 0.09789507905993525, "mask_rcnn/false_positive": 0.11249459677265716, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9919791405554861, "total_loss": 0.7356274001358543}
{"data_time": 0.017487337812781334, "eta_seconds": 162820.80220554024, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4032485620229353, "fast_rcnn/fg_cls_accuracy": 0.5732296762170976, "iteration": 106919, "loss_box_reg": 0.21836206037551165, "loss_cls": 0.18790204543620348, "loss_mask": 0.2525426708161831, "loss_rpn_cls": 0.033093990525230765, "loss_rpn_loc": 0.07041184697300196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886026648143995, "mask_rcnn/false_negative": 0.09882359549779535, "mask_rcnn/false_positive": 0.14055038618397642, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0091050490736961, "total_loss": 0.7834527973318473}
{"data_time": 0.01784238452091813, "eta_seconds": 162767.47527002357, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3090969118244616, "fast_rcnn/fg_cls_accuracy": 0.6709565395025789, "iteration": 106939, "loss_box_reg": 0.20053806528449059, "loss_cls": 0.15852072462439537, "loss_mask": 0.24059588834643364, "loss_rpn_cls": 0.031117103062570095, "loss_rpn_loc": 0.06199975230265409, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934886858821112, "mask_rcnn/false_negative": 0.09380565307876651, "mask_rcnn/false_positive": 0.11807597916597212, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0048744434025139, "total_loss": 0.7024400999071077}
{"data_time": 0.0191949640866369, "eta_seconds": 162706.82254683226, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29024182502503426, "fast_rcnn/fg_cls_accuracy": 0.6944252521862724, "iteration": 106959, "loss_box_reg": 0.20689873024821281, "loss_cls": 0.17022112477570772, "loss_mask": 0.2448283303529024, "loss_rpn_cls": 0.036177504574880004, "loss_rpn_loc": 0.07524941698648036, "lr": 0.0001, "mask_rcnn/accuracy": 0.886298739157052, "mask_rcnn/false_negative": 0.09802442083969712, "mask_rcnn/false_positive": 0.13142599423495155, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9963850209023803, "total_loss": 0.7538485056720674}
{"data_time": 0.01979081309400499, "eta_seconds": 162787.16763543896, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29832030989113734, "fast_rcnn/fg_cls_accuracy": 0.6774146428807026, "iteration": 106979, "loss_box_reg": 0.2110398169606924, "loss_cls": 0.17283062729984522, "loss_mask": 0.2443054560571909, "loss_rpn_cls": 0.03175331500824541, "loss_rpn_loc": 0.0685708392993547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988112807106314, "mask_rcnn/false_negative": 0.08906798904346673, "mask_rcnn/false_positive": 0.117556604309587, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0139496705960482, "total_loss": 0.7124886650708504}
{"data_time": 0.014111367519944906, "eta_seconds": 162666.90428811125, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3293575494714015, "fast_rcnn/fg_cls_accuracy": 0.6706424505285985, "iteration": 106999, "loss_box_reg": 0.22002579644322395, "loss_cls": 0.1773671805858612, "loss_mask": 0.2325256709009409, "loss_rpn_cls": 0.0332665597088635, "loss_rpn_loc": 0.08068486861884594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932112020632429, "mask_rcnn/false_negative": 0.09167211172093018, "mask_rcnn/false_positive": 0.1151462690093665, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9808020214550197, "total_loss": 0.7315522655844688}
{"data_time": 0.015363814076408744, "eta_seconds": 162720.96114458516, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3067921347737155, "fast_rcnn/fg_cls_accuracy": 0.6536175283931828, "iteration": 107019, "loss_box_reg": 0.20476573146879673, "loss_cls": 0.16481498256325722, "loss_mask": 0.2294322531670332, "loss_rpn_cls": 0.02692574285902083, "loss_rpn_loc": 0.051262450171634555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954126618348557, "mask_rcnn/false_negative": 0.08541149005729654, "mask_rcnn/false_positive": 0.12049818293000675, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9691193473991007, "total_loss": 0.6964458727743477}
{"data_time": 0.022714160615578294, "eta_seconds": 162727.25333008915, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30614684722809987, "fast_rcnn/fg_cls_accuracy": 0.656334412024284, "iteration": 107039, "loss_box_reg": 0.2187275905162096, "loss_cls": 0.18992142099887133, "loss_mask": 0.24350541830062866, "loss_rpn_cls": 0.03428458946291357, "loss_rpn_loc": 0.07400399120524526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897426959573316, "mask_rcnn/false_negative": 0.10553606825538092, "mask_rcnn/false_positive": 0.11496299903064584, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9484083058778197, "total_loss": 0.7826614282093942}
{"data_time": 0.01918329973705113, "eta_seconds": 162836.18321196642, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29096840904228766, "fast_rcnn/fg_cls_accuracy": 0.6530664286625016, "iteration": 107059, "loss_box_reg": 0.21257052198052406, "loss_cls": 0.18023489508777857, "loss_mask": 0.23839723877608776, "loss_rpn_cls": 0.030896286945790052, "loss_rpn_loc": 0.06587987998500466, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994257683310478, "mask_rcnn/false_negative": 0.08376316448824966, "mask_rcnn/false_positive": 0.12872258050318505, "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": 1.0092858474235982, "total_loss": 0.7329467631643638}
{"data_time": 0.017188699450343847, "eta_seconds": 162783.17893184721, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2528614316540013, "fast_rcnn/fg_cls_accuracy": 0.7012061403508771, "iteration": 107079, "loss_box_reg": 0.21264140494167805, "loss_cls": 0.17198645696043968, "loss_mask": 0.23919089697301388, "loss_rpn_cls": 0.02998131373897195, "loss_rpn_loc": 0.07352406694553792, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018061078126376, "mask_rcnn/false_negative": 0.08046769011825744, "mask_rcnn/false_positive": 0.11211406793457593, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9664482804946601, "total_loss": 0.7321381077636033}
{"data_time": 0.0189199463929981, "eta_seconds": 162786.65092745796, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.30937499999999996, "fast_rcnn/fg_cls_accuracy": 0.6808386411889596, "iteration": 107099, "loss_box_reg": 0.22003302164375782, "loss_cls": 0.17568063363432884, "loss_mask": 0.24355828762054443, "loss_rpn_cls": 0.032662828103639185, "loss_rpn_loc": 0.0689098706934601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929054743519029, "mask_rcnn/false_negative": 0.09059679253077231, "mask_rcnn/false_positive": 0.12613041068749112, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0004796446301043, "total_loss": 0.7873685959493741}
{"data_time": 0.024406252894550562, "eta_seconds": 162777.2749543935, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3355902777777778, "fast_rcnn/fg_cls_accuracy": 0.6498451576576576, "iteration": 107119, "loss_box_reg": 0.20106446649879217, "loss_cls": 0.17842291481792927, "loss_mask": 0.23275738023221493, "loss_rpn_cls": 0.03730606928729685, "loss_rpn_loc": 0.07128320122137666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937636018390407, "mask_rcnn/false_negative": 0.10183108114471998, "mask_rcnn/false_positive": 0.11386109925727977, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9946247930638492, "total_loss": 0.7683972654631361}
{"data_time": 0.015488295583054423, "eta_seconds": 162859.4265919272, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2968936678614098, "fast_rcnn/fg_cls_accuracy": 0.6594230769230769, "iteration": 107139, "loss_box_reg": 0.2185282502323389, "loss_cls": 0.1786005012691021, "loss_mask": 0.2444792240858078, "loss_rpn_cls": 0.03562045155558735, "loss_rpn_loc": 0.06901497847866267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922622567990872, "mask_rcnn/false_negative": 0.10228553885374743, "mask_rcnn/false_positive": 0.11584711120829279, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9836993783246726, "total_loss": 0.7549906130880117}
{"data_time": 0.014872681116685271, "eta_seconds": 162809.85840875655, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26262837353713875, "fast_rcnn/fg_cls_accuracy": 0.6520399637958644, "iteration": 107159, "loss_box_reg": 0.20597951021045446, "loss_cls": 0.1783905290067196, "loss_mask": 0.23944886028766632, "loss_rpn_cls": 0.030592004070058465, "loss_rpn_loc": 0.06656160298734903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939198150929412, "mask_rcnn/false_negative": 0.1000959384912555, "mask_rcnn/false_positive": 0.11518473492371445, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0049738008528948, "total_loss": 0.7299646212195512}
{"data_time": 0.012807327089831233, "eta_seconds": 162704.40855795983, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30266523261762046, "fast_rcnn/fg_cls_accuracy": 0.6762229350441058, "iteration": 107179, "loss_box_reg": 0.2329539693892002, "loss_cls": 0.18904686206951737, "loss_mask": 0.24783235415816307, "loss_rpn_cls": 0.03270355879794806, "loss_rpn_loc": 0.08100138022564352, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001844277374411, "mask_rcnn/false_negative": 0.09122971882621714, "mask_rcnn/false_positive": 0.11379176116168435, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9829169725999236, "total_loss": 0.7731004831730388}
{"data_time": 0.016602961579337716, "eta_seconds": 162684.42275663838, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2644011541854172, "fast_rcnn/fg_cls_accuracy": 0.7053724053724053, "iteration": 107199, "loss_box_reg": 0.20240705832839012, "loss_cls": 0.1720645371824503, "loss_mask": 0.2410888858139515, "loss_rpn_cls": 0.028685253171715885, "loss_rpn_loc": 0.06523232697509229, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948021012434277, "mask_rcnn/false_negative": 0.08884766219534962, "mask_rcnn/false_positive": 0.11479818024829125, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.002297290833667, "total_loss": 0.6812583382707089}
{"data_time": 0.016212763031944633, "eta_seconds": 162749.86951472238, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.33260073260073264, "fast_rcnn/fg_cls_accuracy": 0.6427090843547225, "iteration": 107219, "loss_box_reg": 0.20457088621333241, "loss_cls": 0.17499786242842674, "loss_mask": 0.24631501734256744, "loss_rpn_cls": 0.036645075655542314, "loss_rpn_loc": 0.06699281046167016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990303631333957, "mask_rcnn/false_negative": 0.08048652927949879, "mask_rcnn/false_positive": 0.11994583936844426, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0542629337869585, "total_loss": 0.7442055037245154}
{"data_time": 0.02047581202350557, "eta_seconds": 162729.87321671098, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.3061828952239911, "fast_rcnn/fg_cls_accuracy": 0.6860411724190709, "iteration": 107239, "loss_box_reg": 0.21420862898230553, "loss_cls": 0.1673576319590211, "loss_mask": 0.2384667657315731, "loss_rpn_cls": 0.03092838206794113, "loss_rpn_loc": 0.06082555849570781, "lr": 0.0001, "mask_rcnn/accuracy": 0.9091265782832718, "mask_rcnn/false_negative": 0.09110063539098695, "mask_rcnn/false_positive": 0.10546666882407914, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.9979501448106021, "total_loss": 0.7410265448852442}
{"data_time": 0.014337331987917423, "eta_seconds": 162709.8769186996, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28314436885865457, "fast_rcnn/fg_cls_accuracy": 0.6969539676912948, "iteration": 107259, "loss_box_reg": 0.21509342640638351, "loss_cls": 0.17432711692526937, "loss_mask": 0.239934166893363, "loss_rpn_cls": 0.030987936013843864, "loss_rpn_loc": 0.07348912069573998, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008911898092571, "mask_rcnn/false_negative": 0.0831283765973832, "mask_rcnn/false_positive": 0.12064148519477595, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0154390025418252, "total_loss": 0.7592756226658821}
{"data_time": 0.01780133950524032, "eta_seconds": 162616.32338438183, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.27880344056814643, "fast_rcnn/fg_cls_accuracy": 0.6715151603882699, "iteration": 107279, "loss_box_reg": 0.21051505114883184, "loss_cls": 0.1800571233034134, "loss_mask": 0.23187537491321564, "loss_rpn_cls": 0.0340899140574038, "loss_rpn_loc": 0.07398855360224843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926411384665842, "mask_rcnn/false_negative": 0.09556170279374948, "mask_rcnn/false_positive": 0.12159791302122813, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0049284563865513, "total_loss": 0.757043229881674}
{"data_time": 0.015162793453782797, "eta_seconds": 162584.4937500311, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3087407991587803, "fast_rcnn/fg_cls_accuracy": 0.6850092008412199, "iteration": 107299, "loss_box_reg": 0.22853628639131784, "loss_cls": 0.18609927780926228, "loss_mask": 0.24238251335918903, "loss_rpn_cls": 0.034866235102526844, "loss_rpn_loc": 0.08821553492452949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869329977594453, "mask_rcnn/false_negative": 0.09279013769482694, "mask_rcnn/false_positive": 0.11893170084698756, "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": 1.0054657014552504, "total_loss": 0.7630680909205694}
{"data_time": 0.02044365252368152, "eta_seconds": 162497.75178762153, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.28728089443394983, "fast_rcnn/fg_cls_accuracy": 0.685966928994606, "iteration": 107319, "loss_box_reg": 0.23791363090276718, "loss_cls": 0.19049861375242472, "loss_mask": 0.24611219204962254, "loss_rpn_cls": 0.03733627835754305, "loss_rpn_loc": 0.09164598118513823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964231649325607, "mask_rcnn/false_negative": 0.09856093946937824, "mask_rcnn/false_positive": 0.11065376118509114, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.040991401532665, "total_loss": 0.8042398365214467}
{"data_time": 0.018642577109858394, "eta_seconds": 162293.27279574238, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3299160079051383, "fast_rcnn/fg_cls_accuracy": 0.6596508368023107, "iteration": 107339, "loss_box_reg": 0.21390183828771114, "loss_cls": 0.18063630908727646, "loss_mask": 0.24910620599985123, "loss_rpn_cls": 0.03472802392207086, "loss_rpn_loc": 0.06045550014823675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907184599167611, "mask_rcnn/false_negative": 0.09343949869033619, "mask_rcnn/false_positive": 0.12191139847677238, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9930094878654927, "total_loss": 0.7487404613057151}
{"data_time": 0.01569549646228552, "eta_seconds": 161976.74206208438, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3103282818185453, "fast_rcnn/fg_cls_accuracy": 0.6702395032525132, "iteration": 107359, "loss_box_reg": 0.21773286815732718, "loss_cls": 0.17609070520848036, "loss_mask": 0.2504112161695957, "loss_rpn_cls": 0.0372971692122519, "loss_rpn_loc": 0.07622714340686798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905806633513966, "mask_rcnn/false_negative": 0.09124356932267773, "mask_rcnn/false_positive": 0.11589803098754986, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9820199178066105, "total_loss": 0.7540564258815721}
{"data_time": 0.014936139108613133, "eta_seconds": 161969.6117866831, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3084124700239808, "fast_rcnn/fg_cls_accuracy": 0.6665081585081585, "iteration": 107379, "loss_box_reg": 0.20736699737608433, "loss_cls": 0.1738389851525426, "loss_mask": 0.2464271616190672, "loss_rpn_cls": 0.03454342985060066, "loss_rpn_loc": 0.076268560718745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849216642420601, "mask_rcnn/false_negative": 0.0855913734580046, "mask_rcnn/false_positive": 0.12144119441695969, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.985320531995967, "total_loss": 0.7094439115026034}
{"data_time": 0.023583397967740893, "eta_seconds": 162189.68351762742, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28371367850547086, "fast_rcnn/fg_cls_accuracy": 0.674846465164739, "iteration": 107399, "loss_box_reg": 0.23124761879444122, "loss_cls": 0.19573420751839876, "loss_mask": 0.23932194709777832, "loss_rpn_cls": 0.03588578524067998, "loss_rpn_loc": 0.08144198032096028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855085318009616, "mask_rcnn/false_negative": 0.09549627847067427, "mask_rcnn/false_positive": 0.12199706854149656, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.014643996488303, "total_loss": 0.8093541626003571}
{"data_time": 0.017622789600864053, "eta_seconds": 162169.73398705944, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3178963893249608, "fast_rcnn/fg_cls_accuracy": 0.649054905490549, "iteration": 107419, "loss_box_reg": 0.21854152996093035, "loss_cls": 0.16440221201628447, "loss_mask": 0.2332762684673071, "loss_rpn_cls": 0.028786575770936906, "loss_rpn_loc": 0.07123275724006817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934237212617314, "mask_rcnn/false_negative": 0.10129173462260244, "mask_rcnn/false_positive": 0.10147036415130213, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9940131797920913, "total_loss": 0.7356237105268519}
{"data_time": 0.014023649040609598, "eta_seconds": 162193.4982520342, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2810662703757024, "fast_rcnn/fg_cls_accuracy": 0.6739438771056996, "iteration": 107439, "loss_box_reg": 0.2263235952705145, "loss_cls": 0.18422379903495312, "loss_mask": 0.23779886588454247, "loss_rpn_cls": 0.03876439877785742, "loss_rpn_loc": 0.08149577700532973, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056593212398523, "mask_rcnn/false_negative": 0.07983650779407225, "mask_rcnn/false_positive": 0.11112780657900767, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0005552470684052, "total_loss": 0.7801703212317079}
{"data_time": 0.026262763421982527, "eta_seconds": 161955.7016786188, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29753086419753083, "fast_rcnn/fg_cls_accuracy": 0.6824797843665769, "iteration": 107459, "loss_box_reg": 0.23229460138827562, "loss_cls": 0.18436616752296686, "loss_mask": 0.23502282239496708, "loss_rpn_cls": 0.03240621997974813, "loss_rpn_loc": 0.06860248383600265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950464211833956, "mask_rcnn/false_negative": 0.08872097760296274, "mask_rcnn/false_positive": 0.11209722634205134, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.964703340549022, "total_loss": 0.7628321605734527}
{"data_time": 0.02371818362735212, "eta_seconds": 162136.88265140168, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3056554756195044, "fast_rcnn/fg_cls_accuracy": 0.6692397189779389, "iteration": 107479, "loss_box_reg": 0.2298005260527134, "loss_cls": 0.1778305834159255, "loss_mask": 0.23916564881801605, "loss_rpn_cls": 0.02981608285335824, "loss_rpn_loc": 0.06966763199307024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949555924713817, "mask_rcnn/false_negative": 0.09140479578968021, "mask_rcnn/false_positive": 0.11231247401114644, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0236689138691872, "total_loss": 0.7621814382728189}
{"data_time": 0.018201437313109636, "eta_seconds": 162007.8315376304, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2836790278650744, "fast_rcnn/fg_cls_accuracy": 0.68791108762039, "iteration": 107499, "loss_box_reg": 0.22399008460342884, "loss_cls": 0.18404997792094946, "loss_mask": 0.23811732791364193, "loss_rpn_cls": 0.032793115358799696, "loss_rpn_loc": 0.07933830399997532, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093056787932565, "mask_rcnn/false_negative": 0.0843074259583552, "mask_rcnn/false_positive": 0.09641396218095202, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.000986512284726, "total_loss": 0.7718457537703216}
{"data_time": 0.013179633300751448, "eta_seconds": 162096.97694560513, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3208095655989469, "fast_rcnn/fg_cls_accuracy": 0.6593381538661977, "iteration": 107519, "loss_box_reg": 0.21074308082461357, "loss_cls": 0.17410356644541025, "loss_mask": 0.22670428454875946, "loss_rpn_cls": 0.031040522851981223, "loss_rpn_loc": 0.0703245650511235, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057441955720017, "mask_rcnn/false_negative": 0.0860056192925612, "mask_rcnn/false_positive": 0.09930523719231936, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.004719247110188, "total_loss": 0.7010576860047877}
{"data_time": 0.01667751045897603, "eta_seconds": 162216.34710486047, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34710338680926917, "fast_rcnn/fg_cls_accuracy": 0.6136561743341404, "iteration": 107539, "loss_box_reg": 0.2198514062911272, "loss_cls": 0.17829922679811716, "loss_mask": 0.23654880188405514, "loss_rpn_cls": 0.028771785437129438, "loss_rpn_loc": 0.05687748687341809, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960368800941617, "mask_rcnn/false_negative": 0.09157204793332288, "mask_rcnn/false_positive": 0.11368104272495747, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.999471862334758, "total_loss": 0.7508153127273545}
{"data_time": 0.014839933486655354, "eta_seconds": 162136.28787423484, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2963417484805984, "fast_rcnn/fg_cls_accuracy": 0.6929103016059538, "iteration": 107559, "loss_box_reg": 0.22718086279928684, "loss_cls": 0.19131818506866693, "loss_mask": 0.25192338041961193, "loss_rpn_cls": 0.032041709404438734, "loss_rpn_loc": 0.0777252393309027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894027225350198, "mask_rcnn/false_negative": 0.10627229771311164, "mask_rcnn/false_positive": 0.11078030044267703, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9944477288518101, "total_loss": 0.7998402597731911}
{"data_time": 0.0143152866512537, "eta_seconds": 162116.3252679957, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.313585317666632, "fast_rcnn/fg_cls_accuracy": 0.6411145351823317, "iteration": 107579, "loss_box_reg": 0.21766472049057484, "loss_cls": 0.18609118275344372, "loss_mask": 0.25113315507769585, "loss_rpn_cls": 0.03681059856899083, "loss_rpn_loc": 0.08662651246413589, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902057123869956, "mask_rcnn/false_negative": 0.08659310325129559, "mask_rcnn/false_positive": 0.13349295195561747, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0101940499152988, "total_loss": 0.7678042423212901}
{"data_time": 0.02507519582286477, "eta_seconds": 161948.02457820624, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34676708949964763, "fast_rcnn/fg_cls_accuracy": 0.6164778374080699, "iteration": 107599, "loss_box_reg": 0.22053347062319517, "loss_cls": 0.18028629291802645, "loss_mask": 0.24004683643579483, "loss_rpn_cls": 0.0373620261088945, "loss_rpn_loc": 0.07005380897317082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882462511289042, "mask_rcnn/false_negative": 0.09009812379512966, "mask_rcnn/false_positive": 0.11944700385239904, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9901239965111017, "total_loss": 0.7841933165327646}
{"data_time": 0.026279594050720334, "eta_seconds": 161970.2386813797, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.315356648199446, "fast_rcnn/fg_cls_accuracy": 0.671240150609344, "iteration": 107619, "loss_box_reg": 0.19747902359813452, "loss_cls": 0.16558878938667476, "loss_mask": 0.23385623935610056, "loss_rpn_cls": 0.029269805178046227, "loss_rpn_loc": 0.061866531730629504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038690011580154, "mask_rcnn/false_negative": 0.08309135823871025, "mask_rcnn/false_positive": 0.1230562726126003, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9912879939656705, "total_loss": 0.6980740077560768}
{"data_time": 0.020752213429659605, "eta_seconds": 161908.13590220176, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3226999825614708, "fast_rcnn/fg_cls_accuracy": 0.6712172923777019, "iteration": 107639, "loss_box_reg": 0.22589413449168205, "loss_cls": 0.1794125959277153, "loss_mask": 0.2423197329044342, "loss_rpn_cls": 0.034786083502694964, "loss_rpn_loc": 0.07557240128517151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898066104085165, "mask_rcnn/false_negative": 0.10458007319098236, "mask_rcnn/false_positive": 0.11795286536358834, "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": 1.0052985944785178, "total_loss": 0.772131479345262}
{"data_time": 0.02032769680954516, "eta_seconds": 162159.67498348095, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31441769426502253, "fast_rcnn/fg_cls_accuracy": 0.6681034482758621, "iteration": 107659, "loss_box_reg": 0.2201505834236741, "loss_cls": 0.16276664892211556, "loss_mask": 0.24138449132442474, "loss_rpn_cls": 0.029173319635447115, "loss_rpn_loc": 0.059486330137588084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967728046799319, "mask_rcnn/false_negative": 0.10876043154885151, "mask_rcnn/false_positive": 0.11479115742111148, "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": 1.0119797671213746, "total_loss": 0.736923202755861}
{"data_time": 0.018090565921738744, "eta_seconds": 162016.51223680004, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.29504034817299846, "fast_rcnn/fg_cls_accuracy": 0.6347446919971649, "iteration": 107679, "loss_box_reg": 0.2288887007161975, "loss_cls": 0.18016990274190903, "loss_mask": 0.24461441859602928, "loss_rpn_cls": 0.03322828910313547, "loss_rpn_loc": 0.07361002685502172, "lr": 0.0001, "mask_rcnn/accuracy": 0.897649343641441, "mask_rcnn/false_negative": 0.08733160048592312, "mask_rcnn/false_positive": 0.12072628453342443, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9938180462922901, "total_loss": 0.7810534606687725}
{"data_time": 0.018603720003739, "eta_seconds": 162135.3350989055, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3388008092042528, "fast_rcnn/fg_cls_accuracy": 0.6387901148749209, "iteration": 107699, "loss_box_reg": 0.2085702521726489, "loss_cls": 0.17993195727467537, "loss_mask": 0.242698322981596, "loss_rpn_cls": 0.03350598504766822, "loss_rpn_loc": 0.07070401147939265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904602261926062, "mask_rcnn/false_negative": 0.10543025689748714, "mask_rcnn/false_positive": 0.1208656420227055, "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": 1.015160359442234, "total_loss": 0.7500376936513931}
{"data_time": 0.016285640187561512, "eta_seconds": 162146.25366203487, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2900876481913061, "fast_rcnn/fg_cls_accuracy": 0.65662100456621, "iteration": 107719, "loss_box_reg": 0.2194287534803152, "loss_cls": 0.18758280389010906, "loss_mask": 0.2543426938354969, "loss_rpn_cls": 0.037082077004015446, "loss_rpn_loc": 0.08518726215697825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934170387701331, "mask_rcnn/false_negative": 0.09907937938868037, "mask_rcnn/false_positive": 0.12476098599826627, "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": 0.997205333551392, "total_loss": 0.8273730828659609}
{"data_time": 0.014147108187898993, "eta_seconds": 162126.2701454386, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.285149683175999, "fast_rcnn/fg_cls_accuracy": 0.6680001588278505, "iteration": 107739, "loss_box_reg": 0.2026201207190752, "loss_cls": 0.16658344119787216, "loss_mask": 0.2266840524971485, "loss_rpn_cls": 0.033461041864939034, "loss_rpn_loc": 0.06531773507595062, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097320985588007, "mask_rcnn/false_negative": 0.07534676675071822, "mask_rcnn/false_positive": 0.1223474031507686, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9877411487977952, "total_loss": 0.698406207608059}
{"data_time": 0.014480651123449206, "eta_seconds": 162117.3270032555, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2760284408329101, "fast_rcnn/fg_cls_accuracy": 0.6990633363068689, "iteration": 107759, "loss_box_reg": 0.24275973998010159, "loss_cls": 0.20668062753975391, "loss_mask": 0.247078999876976, "loss_rpn_cls": 0.03541132225655019, "loss_rpn_loc": 0.07505023386329412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868442380038912, "mask_rcnn/false_negative": 0.10328914208671383, "mask_rcnn/false_positive": 0.11231482004874968, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0113126563373953, "total_loss": 0.8290533642284572}
{"data_time": 0.015181943774223328, "eta_seconds": 162039.80827781372, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3470774981438337, "fast_rcnn/fg_cls_accuracy": 0.6243183389231675, "iteration": 107779, "loss_box_reg": 0.21130473352968693, "loss_cls": 0.17121129855513573, "loss_mask": 0.23407051712274551, "loss_rpn_cls": 0.035815791750792414, "loss_rpn_loc": 0.06668412126600742, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991438163190175, "mask_rcnn/false_negative": 0.0842938185873025, "mask_rcnn/false_positive": 0.12211529966368925, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9748228853568435, "total_loss": 0.7397562229307368}
{"data_time": 0.02202180796302855, "eta_seconds": 161956.73704547808, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29213272601476015, "fast_rcnn/fg_cls_accuracy": 0.6537917731771492, "iteration": 107799, "loss_box_reg": 0.21315608732402325, "loss_cls": 0.16630157828330994, "loss_mask": 0.242157194763422, "loss_rpn_cls": 0.039614517940208316, "loss_rpn_loc": 0.06650153594091535, "lr": 0.0001, "mask_rcnn/accuracy": 0.90273610266475, "mask_rcnn/false_negative": 0.08594560655608949, "mask_rcnn/false_positive": 0.11156368873165698, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9679053709842265, "total_loss": 0.7157462494214997}
{"data_time": 0.015155317960307002, "eta_seconds": 161814.35498594306, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.34567801479566185, "fast_rcnn/fg_cls_accuracy": 0.6181371187741966, "iteration": 107819, "loss_box_reg": 0.1972363255918026, "loss_cls": 0.1743057817220688, "loss_mask": 0.2428125999867916, "loss_rpn_cls": 0.025928177987225354, "loss_rpn_loc": 0.06246271339477971, "lr": 0.0001, "mask_rcnn/accuracy": 0.887280304669866, "mask_rcnn/false_negative": 0.08395684319778374, "mask_rcnn/false_positive": 0.14292486485676537, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0228318399749696, "total_loss": 0.7142597413621843}
{"data_time": 0.01604025112465024, "eta_seconds": 161708.69252217934, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3102895784736458, "fast_rcnn/fg_cls_accuracy": 0.6685634482100571, "iteration": 107839, "loss_box_reg": 0.22051630914211273, "loss_cls": 0.18738994002342224, "loss_mask": 0.23832029104232788, "loss_rpn_cls": 0.03167370363371447, "loss_rpn_loc": 0.07264907495118678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999990621248499, "mask_rcnn/false_negative": 0.08031390561734848, "mask_rcnn/false_positive": 0.10622850502201046, "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": 0.9811069413553923, "total_loss": 0.7812895443057641}
{"data_time": 0.014782375656068325, "eta_seconds": 161774.4451684598, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3147147147147147, "fast_rcnn/fg_cls_accuracy": 0.6584752844378736, "iteration": 107859, "loss_box_reg": 0.2317331861704588, "loss_cls": 0.18125290051102638, "loss_mask": 0.24347202107310295, "loss_rpn_cls": 0.036557462299242616, "loss_rpn_loc": 0.07438532682135701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897547246810371, "mask_rcnn/false_negative": 0.09445174902831224, "mask_rcnn/false_positive": 0.11374402101180967, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9987450751941651, "total_loss": 0.7812784184934571}
{"data_time": 0.014957560924813151, "eta_seconds": 161720.15154789202, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.30562292030906324, "fast_rcnn/fg_cls_accuracy": 0.6663636363636363, "iteration": 107879, "loss_box_reg": 0.23063820600509644, "loss_cls": 0.1878469241783023, "loss_mask": 0.23934894986450672, "loss_rpn_cls": 0.03499280866526533, "loss_rpn_loc": 0.08391918009147048, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039289995079165, "mask_rcnn/false_negative": 0.08491685631483731, "mask_rcnn/false_positive": 0.10503264839387991, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0047255230601877, "total_loss": 0.7807605284033343}
{"data_time": 0.020801541162654757, "eta_seconds": 161877.5438905228, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30432174100321, "fast_rcnn/fg_cls_accuracy": 0.6836038222357046, "iteration": 107899, "loss_box_reg": 0.2291015423834324, "loss_cls": 0.18362960871309042, "loss_mask": 0.23629839345812798, "loss_rpn_cls": 0.03416999278124422, "loss_rpn_loc": 0.085452098865062, "lr": 0.0001, "mask_rcnn/accuracy": 0.897005777151116, "mask_rcnn/false_negative": 0.0986720673311639, "mask_rcnn/false_positive": 0.10453827330228807, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.003792758565396, "total_loss": 0.7876224752981216}
{"data_time": 0.01351008890196681, "eta_seconds": 161628.91517017037, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.291053391053391, "fast_rcnn/fg_cls_accuracy": 0.6926767676767677, "iteration": 107919, "loss_box_reg": 0.2150896955281496, "loss_cls": 0.18194005079567432, "loss_mask": 0.2516251392662525, "loss_rpn_cls": 0.032656612107530236, "loss_rpn_loc": 0.06909931637346745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996653148438862, "mask_rcnn/false_negative": 0.09283945175010958, "mask_rcnn/false_positive": 0.1088399415825006, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9783733123913407, "total_loss": 0.7508731638081372}
{"data_time": 0.017180272610858083, "eta_seconds": 161411.85147060547, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.31774378155210825, "fast_rcnn/fg_cls_accuracy": 0.675740072202166, "iteration": 107939, "loss_box_reg": 0.22600536607205868, "loss_cls": 0.17345833405852318, "loss_mask": 0.2400940302759409, "loss_rpn_cls": 0.034332146373344585, "loss_rpn_loc": 0.09635796281509101, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927559523809523, "mask_rcnn/false_negative": 0.10248718134535699, "mask_rcnn/false_positive": 0.11882058664969744, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9754313880112022, "total_loss": 0.7790752800647169}
{"data_time": 0.01886567403562367, "eta_seconds": 161433.03232224658, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.285747803514377, "fast_rcnn/fg_cls_accuracy": 0.6775425627240144, "iteration": 107959, "loss_box_reg": 0.23955369740724564, "loss_cls": 0.19508912973105907, "loss_mask": 0.2421340961009264, "loss_rpn_cls": 0.03055005636997521, "loss_rpn_loc": 0.089210688136518, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957530848060448, "mask_rcnn/false_negative": 0.09088362258831259, "mask_rcnn/false_positive": 0.11611380073101396, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0199224441312253, "total_loss": 0.8006365385954268}
{"data_time": 0.013562169158831239, "eta_seconds": 161356.95727999322, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.276273055034117, "fast_rcnn/fg_cls_accuracy": 0.6912414602318211, "iteration": 107979, "loss_box_reg": 0.20075636263936758, "loss_cls": 0.1723889485001564, "loss_mask": 0.22332505695521832, "loss_rpn_cls": 0.034930803813040257, "loss_rpn_loc": 0.09704509796574712, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061773700798187, "mask_rcnn/false_negative": 0.0862550962901367, "mask_rcnn/false_positive": 0.10008508360039323, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9855526748578995, "total_loss": 0.7459102901048027}
{"data_time": 0.01469730818644166, "eta_seconds": 161370.4896471463, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3169971218420211, "fast_rcnn/fg_cls_accuracy": 0.6649570768214836, "iteration": 107999, "loss_box_reg": 0.19779504090547562, "loss_cls": 0.19141895789653063, "loss_mask": 0.24559418857097626, "loss_rpn_cls": 0.03168961952906102, "loss_rpn_loc": 0.07653438090346754, "lr": 0.0001, "mask_rcnn/accuracy": 0.894780740946912, "mask_rcnn/false_negative": 0.09843655601539845, "mask_rcnn/false_positive": 0.11071916294775741, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9965522522106767, "total_loss": 0.7727515560109168}
{"data_time": 0.01492593763396144, "eta_seconds": 161373.51861554664, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2817550505050505, "fast_rcnn/fg_cls_accuracy": 0.656803588982076, "iteration": 108019, "loss_box_reg": 0.21056885924190283, "loss_cls": 0.18099666573107243, "loss_mask": 0.2455790750682354, "loss_rpn_cls": 0.03165571915451437, "loss_rpn_loc": 0.07327004941180348, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048171283091667, "mask_rcnn/false_negative": 0.08356745761221843, "mask_rcnn/false_positive": 0.11589191192487955, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9956680093891919, "total_loss": 0.7633157152449712}
{"data_time": 0.015963594894856215, "eta_seconds": 161550.25565240532, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32778078728782956, "fast_rcnn/fg_cls_accuracy": 0.6525388346534045, "iteration": 108039, "loss_box_reg": 0.2227487526834011, "loss_cls": 0.1782793803140521, "loss_mask": 0.23392502777278423, "loss_rpn_cls": 0.032665489823557436, "loss_rpn_loc": 0.08593584829941392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913870778539074, "mask_rcnn/false_negative": 0.0844894966655054, "mask_rcnn/false_positive": 0.11548102471059406, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0007740063592792, "total_loss": 0.7565762299345806}
{"data_time": 0.022295074304565787, "eta_seconds": 161530.30625062063, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.6717386439919446, "iteration": 108059, "loss_box_reg": 0.23829505406320095, "loss_cls": 0.18689061794430017, "loss_mask": 0.26114557683467865, "loss_rpn_cls": 0.03458056476665661, "loss_rpn_loc": 0.08563312387559563, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026969711219217, "mask_rcnn/false_negative": 0.09369787668738434, "mask_rcnn/false_positive": 0.10062231916789309, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0143405180424452, "total_loss": 0.8552936112391762}
{"data_time": 0.019459324423223734, "eta_seconds": 161655.86232244968, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32105967564163124, "fast_rcnn/fg_cls_accuracy": 0.6432441170131473, "iteration": 108079, "loss_box_reg": 0.2295375894755125, "loss_cls": 0.1910279942676425, "loss_mask": 0.24386089015752077, "loss_rpn_cls": 0.0347816648427397, "loss_rpn_loc": 0.07898894394747913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8801145035763025, "mask_rcnn/false_negative": 0.09245577353822988, "mask_rcnn/false_positive": 0.1376943549469124, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0040868783835322, "total_loss": 0.7883273961488158}
{"data_time": 0.01878589647822082, "eta_seconds": 161710.5258752592, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3102660406885759, "fast_rcnn/fg_cls_accuracy": 0.6688649842209651, "iteration": 108099, "loss_box_reg": 0.23184601962566376, "loss_cls": 0.18894726503640413, "loss_mask": 0.24522112496197224, "loss_rpn_cls": 0.034960614633746445, "loss_rpn_loc": 0.0697181154973805, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026295457245019, "mask_rcnn/false_negative": 0.08786228626692408, "mask_rcnn/false_positive": 0.11553696718655476, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.025406021391973, "total_loss": 0.7850430905818939}
{"data_time": 0.01770262187346816, "eta_seconds": 161657.84580504522, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3149579531222043, "fast_rcnn/fg_cls_accuracy": 0.6637468228876078, "iteration": 108119, "loss_box_reg": 0.23992952890694141, "loss_cls": 0.18555259611457586, "loss_mask": 0.2389021348208189, "loss_rpn_cls": 0.03361032251268625, "loss_rpn_loc": 0.06994106946513057, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926949689238245, "mask_rcnn/false_negative": 0.09370971295345404, "mask_rcnn/false_positive": 0.11741980616460776, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9971324009820819, "total_loss": 0.7935707067372277}
{"data_time": 0.013780202716588974, "eta_seconds": 161713.87929188088, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31103854127192887, "fast_rcnn/fg_cls_accuracy": 0.6617543859649122, "iteration": 108139, "loss_box_reg": 0.21929983235895634, "loss_cls": 0.18626392539590597, "loss_mask": 0.25814355723559856, "loss_rpn_cls": 0.041641312069259584, "loss_rpn_loc": 0.0715136369690299, "lr": 0.0001, "mask_rcnn/accuracy": 0.881266223759289, "mask_rcnn/false_negative": 0.10432224891614852, "mask_rcnn/false_positive": 0.13811115670432167, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9916681828908622, "total_loss": 0.798986779525876}
{"data_time": 0.015450391452759504, "eta_seconds": 161701.63015507162, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29120702630274775, "fast_rcnn/fg_cls_accuracy": 0.6520241171403962, "iteration": 108159, "loss_box_reg": 0.21346142329275608, "loss_cls": 0.16519288439303637, "loss_mask": 0.24035120196640491, "loss_rpn_cls": 0.035411400720477104, "loss_rpn_loc": 0.07629009708762169, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926405876442258, "mask_rcnn/false_negative": 0.08506112330597831, "mask_rcnn/false_positive": 0.13210105653359255, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.018931822385639, "total_loss": 0.7296540455427021}
{"data_time": 0.015680862590670586, "eta_seconds": 161787.54092142452, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2938151507917562, "fast_rcnn/fg_cls_accuracy": 0.6585612968591692, "iteration": 108179, "loss_box_reg": 0.21343483682721853, "loss_cls": 0.1766648292541504, "loss_mask": 0.2407322432845831, "loss_rpn_cls": 0.03323915635701269, "loss_rpn_loc": 0.06957218796014786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915861954290092, "mask_rcnn/false_negative": 0.09642492216153968, "mask_rcnn/false_positive": 0.10432183609647963, "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": 1.0042650434188545, "total_loss": 0.7785983976209536}
{"data_time": 0.017902970546856523, "eta_seconds": 161672.6747868117, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.29647527682321495, "fast_rcnn/fg_cls_accuracy": 0.683024895351399, "iteration": 108199, "loss_box_reg": 0.22435130551457405, "loss_cls": 0.1690588751807809, "loss_mask": 0.239561440423131, "loss_rpn_cls": 0.03428141388576478, "loss_rpn_loc": 0.06761715048924088, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987907024102828, "mask_rcnn/false_negative": 0.09191361360131671, "mask_rcnn/false_positive": 0.11914645385581879, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9851100640371442, "total_loss": 0.7620054864091799}
{"data_time": 0.022465280489996076, "eta_seconds": 161636.62235318683, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3325434439178515, "fast_rcnn/fg_cls_accuracy": 0.6337314105452907, "iteration": 108219, "loss_box_reg": 0.24303576070815325, "loss_cls": 0.19091542903333902, "loss_mask": 0.24427063018083572, "loss_rpn_cls": 0.03953144676052034, "loss_rpn_loc": 0.0960342944599688, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974223061866256, "mask_rcnn/false_negative": 0.0918904337859259, "mask_rcnn/false_positive": 0.11296215386840364, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0170319811441004, "total_loss": 0.8462889692746103}
{"data_time": 0.016690170392394066, "eta_seconds": 161593.34736473858, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32194211017740426, "fast_rcnn/fg_cls_accuracy": 0.6640786749482401, "iteration": 108239, "loss_box_reg": 0.20827543456107378, "loss_cls": 0.17030774056911469, "loss_mask": 0.2463890016078949, "loss_rpn_cls": 0.03044443903490901, "loss_rpn_loc": 0.06283978253486566, "lr": 0.0001, "mask_rcnn/accuracy": 0.895598040528643, "mask_rcnn/false_negative": 0.0881097029643626, "mask_rcnn/false_positive": 0.13284134267638828, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.977565229870379, "total_loss": 0.7196516570402309}
{"data_time": 0.01443262817338109, "eta_seconds": 161518.03793246858, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.33983739837398375, "fast_rcnn/fg_cls_accuracy": 0.6120486193061128, "iteration": 108259, "loss_box_reg": 0.23647992685437202, "loss_cls": 0.1853138073347509, "loss_mask": 0.24180464260280132, "loss_rpn_cls": 0.03659812256228179, "loss_rpn_loc": 0.06783716566860676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913777089783281, "mask_rcnn/false_negative": 0.09118187934551424, "mask_rcnn/false_positive": 0.12784844493903708, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9976816850248724, "total_loss": 0.7905645029386505}
{"data_time": 0.02462914469651878, "eta_seconds": 161530.73653209955, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2786363636363637, "fast_rcnn/fg_cls_accuracy": 0.6920498084291188, "iteration": 108279, "loss_box_reg": 0.21806618757545948, "loss_cls": 0.1821420737542212, "loss_mask": 0.22546511515974998, "loss_rpn_cls": 0.032157371286302805, "loss_rpn_loc": 0.058168138610199094, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054102796967258, "mask_rcnn/false_negative": 0.08082462662162589, "mask_rcnn/false_positive": 0.11633652351099653, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 1.025067093083635, "total_loss": 0.7217381121590734}
{"data_time": 0.01664771675132215, "eta_seconds": 161348.17008452956, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2985424694253644, "fast_rcnn/fg_cls_accuracy": 0.6924989639452963, "iteration": 108299, "loss_box_reg": 0.23880344443023205, "loss_cls": 0.1864815168082714, "loss_mask": 0.24280248396098614, "loss_rpn_cls": 0.030985404388047755, "loss_rpn_loc": 0.06861429533455521, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052265553404116, "mask_rcnn/false_negative": 0.08991259303444131, "mask_rcnn/false_positive": 0.10744028769771281, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9710887742694467, "total_loss": 0.7668629207182676}
{"data_time": 0.020561269484460354, "eta_seconds": 161251.5632207878, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3121951219512195, "fast_rcnn/fg_cls_accuracy": 0.637979094076655, "iteration": 108319, "loss_box_reg": 0.2402439098805189, "loss_cls": 0.19232133496552706, "loss_mask": 0.24253641441464424, "loss_rpn_cls": 0.031081652035936713, "loss_rpn_loc": 0.0744577469304204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927884433130384, "mask_rcnn/false_negative": 0.0917801791188976, "mask_rcnn/false_positive": 0.12317250597465174, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.014282159274444, "total_loss": 0.7966342051513493}
{"data_time": 0.0196160099003464, "eta_seconds": 161185.42759151198, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3141895312341804, "fast_rcnn/fg_cls_accuracy": 0.6416847041847042, "iteration": 108339, "loss_box_reg": 0.2261301763355732, "loss_cls": 0.18703610636293888, "loss_mask": 0.24063257314264774, "loss_rpn_cls": 0.03755077114328742, "loss_rpn_loc": 0.07565367082133889, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030098924610005, "mask_rcnn/false_negative": 0.08415084398037034, "mask_rcnn/false_positive": 0.10963321982821717, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9579475177451968, "total_loss": 0.7765002651140094}
{"data_time": 0.016112851910293102, "eta_seconds": 161211.66921702214, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3080571959755031, "fast_rcnn/fg_cls_accuracy": 0.6640419947506562, "iteration": 108359, "loss_box_reg": 0.2021634578704834, "loss_cls": 0.1732959123328328, "loss_mask": 0.23798438161611557, "loss_rpn_cls": 0.032657685689628124, "loss_rpn_loc": 0.07403190108016133, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963569569216415, "mask_rcnn/false_negative": 0.102976782507023, "mask_rcnn/false_positive": 0.1175798534711342, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0022608113940805, "total_loss": 0.7317700663115829}
{"data_time": 0.016203192993998528, "eta_seconds": 161211.11582206562, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3250363052279528, "fast_rcnn/fg_cls_accuracy": 0.6602987245468785, "iteration": 108379, "loss_box_reg": 0.20962219312787056, "loss_cls": 0.1802284810692072, "loss_mask": 0.24526751786470413, "loss_rpn_cls": 0.0363667334895581, "loss_rpn_loc": 0.07080577500164509, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031148101205874, "mask_rcnn/false_negative": 0.08341507155993165, "mask_rcnn/false_positive": 0.11413257210035277, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9915926875546575, "total_loss": 0.7596565964631736}
{"data_time": 0.012945480411872268, "eta_seconds": 161071.4364260435, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.26449780887063495, "fast_rcnn/fg_cls_accuracy": 0.7102071461574003, "iteration": 108399, "loss_box_reg": 0.20602650567889214, "loss_cls": 0.16969159618020058, "loss_mask": 0.24311774596571922, "loss_rpn_cls": 0.0331674269400537, "loss_rpn_loc": 0.06429095391649753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994318784638256, "mask_rcnn/false_negative": 0.08558031831750061, "mask_rcnn/false_positive": 0.12691630275581142, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9850359079428017, "total_loss": 0.7250826737144962}
{"data_time": 0.016129368916153908, "eta_seconds": 161116.96206676774, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2924326319675157, "fast_rcnn/fg_cls_accuracy": 0.6706940406976745, "iteration": 108419, "loss_box_reg": 0.21740343049168587, "loss_cls": 0.16988442186266184, "loss_mask": 0.24118433333933353, "loss_rpn_cls": 0.032920997589826584, "loss_rpn_loc": 0.06711540324613452, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888598011062714, "mask_rcnn/false_negative": 0.09645249826987297, "mask_rcnn/false_positive": 0.11533870238619631, "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": 1.017270727083087, "total_loss": 0.7362893954850733}
{"data_time": 0.015013389522209764, "eta_seconds": 161085.72115356103, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.291605931138477, "fast_rcnn/fg_cls_accuracy": 0.6880997748137884, "iteration": 108439, "loss_box_reg": 0.24162782542407513, "loss_cls": 0.20475982129573822, "loss_mask": 0.24149043299257755, "loss_rpn_cls": 0.034273895784281194, "loss_rpn_loc": 0.09319284884259105, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025185512493917, "mask_rcnn/false_negative": 0.08598299189193154, "mask_rcnn/false_positive": 0.10428624721237129, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9875133612658828, "total_loss": 0.8151322157355025}
{"data_time": 0.014784331666305661, "eta_seconds": 160927.36159869935, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3329430132708821, "fast_rcnn/fg_cls_accuracy": 0.6397885739991003, "iteration": 108459, "loss_box_reg": 0.23011265322566032, "loss_cls": 0.19063209276646376, "loss_mask": 0.2418290451169014, "loss_rpn_cls": 0.03381422907114029, "loss_rpn_loc": 0.0774662415497005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830428568720482, "mask_rcnn/false_negative": 0.0956490327064754, "mask_rcnn/false_positive": 0.12265440422757824, "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": 0.9618584562558681, "total_loss": 0.7925634257262573}
{"data_time": 0.016243076417595148, "eta_seconds": 160821.22824668884, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2552004408320705, "fast_rcnn/fg_cls_accuracy": 0.7028955439292801, "iteration": 108479, "loss_box_reg": 0.21057138685137033, "loss_cls": 0.17430007504299283, "loss_mask": 0.24601157661527395, "loss_rpn_cls": 0.030517178238369524, "loss_rpn_loc": 0.0741137492004782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991600637739825, "mask_rcnn/false_negative": 0.09039736829095144, "mask_rcnn/false_positive": 0.11807242993288662, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.9942162660881877, "total_loss": 0.7478842046111822}
{"data_time": 0.024384296033531427, "eta_seconds": 160789.98028021306, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2722557455209148, "fast_rcnn/fg_cls_accuracy": 0.6832616592549154, "iteration": 108499, "loss_box_reg": 0.20148982759565115, "loss_cls": 0.1702427826821804, "loss_mask": 0.233550526201725, "loss_rpn_cls": 0.0351043437840417, "loss_rpn_loc": 0.07380383834242821, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918091952346965, "mask_rcnn/false_negative": 0.08219223730156695, "mask_rcnn/false_positive": 0.12341695903419508, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0039115906693041, "total_loss": 0.6903579507488757}
{"data_time": 0.015578445978462696, "eta_seconds": 160760.25052556768, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.29460825027685494, "fast_rcnn/fg_cls_accuracy": 0.6557442671698976, "iteration": 108519, "loss_box_reg": 0.20810463931411505, "loss_cls": 0.1766406763345003, "loss_mask": 0.24248941987752914, "loss_rpn_cls": 0.029994278796948493, "loss_rpn_loc": 0.06919798976741731, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961312732249667, "mask_rcnn/false_negative": 0.08336475266503357, "mask_rcnn/false_positive": 0.12635803584074512, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.004236317006871, "total_loss": 0.7244704901240766}
{"data_time": 0.022920833434909582, "eta_seconds": 160844.17890124954, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.31555678364189005, "fast_rcnn/fg_cls_accuracy": 0.6560067462376751, "iteration": 108539, "loss_box_reg": 0.22790384106338024, "loss_cls": 0.17894814908504486, "loss_mask": 0.23472202382981777, "loss_rpn_cls": 0.04073627223260701, "loss_rpn_loc": 0.07832853775471449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958403754470888, "mask_rcnn/false_negative": 0.0936724286818897, "mask_rcnn/false_positive": 0.11663880583190181, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.046171575319022, "total_loss": 0.7861403699498624}
{"data_time": 0.017347833374515176, "eta_seconds": 160824.25518281758, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.30787074068149095, "fast_rcnn/fg_cls_accuracy": 0.6679620785224123, "iteration": 108559, "loss_box_reg": 0.2214049929752946, "loss_cls": 0.17161342222243547, "loss_mask": 0.24675168469548225, "loss_rpn_cls": 0.03395107272081077, "loss_rpn_loc": 0.06949629774317145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897438996433794, "mask_rcnn/false_negative": 0.10588924540240072, "mask_rcnn/false_positive": 0.12718816610029793, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9986675966065377, "total_loss": 0.7530644829384983}
{"data_time": 0.025014720391482115, "eta_seconds": 160957.11216652766, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3017940678809595, "fast_rcnn/fg_cls_accuracy": 0.6822778814810688, "iteration": 108579, "loss_box_reg": 0.21288658678531647, "loss_cls": 0.16701184958219528, "loss_mask": 0.23185188323259354, "loss_rpn_cls": 0.03000214381609112, "loss_rpn_loc": 0.0638571223244071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940008140208412, "mask_rcnn/false_negative": 0.08347138917396846, "mask_rcnn/false_positive": 0.11885512187816835, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.05049451533705, "total_loss": 0.7082156888500322}
{"data_time": 0.015534526435658336, "eta_seconds": 161048.82283019833, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.32257529704338217, "fast_rcnn/fg_cls_accuracy": 0.6498188234552731, "iteration": 108599, "loss_box_reg": 0.21587233617901802, "loss_cls": 0.1832324992865324, "loss_mask": 0.24643541499972343, "loss_rpn_cls": 0.03392029041424394, "loss_rpn_loc": 0.07877483498305082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950832989233443, "mask_rcnn/false_negative": 0.0984894193126347, "mask_rcnn/false_positive": 0.11663290782629959, "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": 1.0190267281141132, "total_loss": 0.7585775081533939}
{"data_time": 0.013657286297529936, "eta_seconds": 160968.91241222154, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24365079365079365, "fast_rcnn/fg_cls_accuracy": 0.7178060413354531, "iteration": 108619, "loss_box_reg": 0.19683455163612962, "loss_cls": 0.16651909984648228, "loss_mask": 0.2334942314773798, "loss_rpn_cls": 0.030707252211868763, "loss_rpn_loc": 0.07174011168535799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954554593136754, "mask_rcnn/false_negative": 0.08849051181349006, "mask_rcnn/false_positive": 0.12290360293681142, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9935418849345297, "total_loss": 0.7301409038482234}
{"data_time": 0.015237480401992798, "eta_seconds": 160897.28422246873, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.34488252011367726, "fast_rcnn/fg_cls_accuracy": 0.6295959464726517, "iteration": 108639, "loss_box_reg": 0.20840085949748755, "loss_cls": 0.1808918947353959, "loss_mask": 0.2405709009617567, "loss_rpn_cls": 0.03980727808084339, "loss_rpn_loc": 0.0665221307426691, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880097741295898, "mask_rcnn/false_negative": 0.08666847140235048, "mask_rcnn/false_positive": 0.13489927988846562, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9909277400001884, "total_loss": 0.7409916220931336}
{"data_time": 0.015444276388734579, "eta_seconds": 160748.82154690102, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.30804302803622763, "fast_rcnn/fg_cls_accuracy": 0.6599126723249766, "iteration": 108659, "loss_box_reg": 0.23050910606980324, "loss_cls": 0.18827274907380342, "loss_mask": 0.24672378227114677, "loss_rpn_cls": 0.03707563830539584, "loss_rpn_loc": 0.07904070662334561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905347560425685, "mask_rcnn/false_negative": 0.09757441463754982, "mask_rcnn/false_positive": 0.12159348933682532, "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": 1.0069589840713888, "total_loss": 0.7765608860645443}
{"data_time": 0.012997549725696445, "eta_seconds": 160878.525584545, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3063627531758427, "fast_rcnn/fg_cls_accuracy": 0.6376778857013778, "iteration": 108679, "loss_box_reg": 0.2351499553769827, "loss_cls": 0.19060990028083324, "loss_mask": 0.24725545570254326, "loss_rpn_cls": 0.03183705173432827, "loss_rpn_loc": 0.08787113544531167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932535766846874, "mask_rcnn/false_negative": 0.10477513320481713, "mask_rcnn/false_positive": 0.12162158779100729, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0188037778716534, "total_loss": 0.81578496505972}
{"data_time": 0.01662199920974672, "eta_seconds": 160783.71683072764, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.35218366539121254, "fast_rcnn/fg_cls_accuracy": 0.6228472344677599, "iteration": 108699, "loss_box_reg": 0.21621065121144056, "loss_cls": 0.17263169959187508, "loss_mask": 0.2369167022407055, "loss_rpn_cls": 0.0323735517449677, "loss_rpn_loc": 0.0675247055478394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803230147294625, "mask_rcnn/false_negative": 0.10286138527144266, "mask_rcnn/false_positive": 0.12608858243202983, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9941458590328693, "total_loss": 0.7196262719808146}
{"data_time": 0.01414855057373643, "eta_seconds": 160817.51363039017, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3310299658542329, "fast_rcnn/fg_cls_accuracy": 0.6093103398029959, "iteration": 108719, "loss_box_reg": 0.22027826309204102, "loss_cls": 0.1896971007809043, "loss_mask": 0.2531872224062681, "loss_rpn_cls": 0.03496922296471894, "loss_rpn_loc": 0.09508702787570655, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909164968887542, "mask_rcnn/false_negative": 0.09364703171093927, "mask_rcnn/false_positive": 0.13398669221013948, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.006962401093915, "total_loss": 0.799208224285394}
{"data_time": 0.024296461837366223, "eta_seconds": 160894.77489518933, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2594483947425124, "fast_rcnn/fg_cls_accuracy": 0.6727992044275337, "iteration": 108739, "loss_box_reg": 0.2100037233904004, "loss_cls": 0.18279733695089817, "loss_mask": 0.24213472940027714, "loss_rpn_cls": 0.03626431978773326, "loss_rpn_loc": 0.0881280757021159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994742133380298, "mask_rcnn/false_negative": 0.0923720527275235, "mask_rcnn/false_positive": 0.12056442600190585, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0105717666447163, "total_loss": 0.7438953908276744}
{"data_time": 0.014527059625834227, "eta_seconds": 160777.62833435088, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3465284162495318, "fast_rcnn/fg_cls_accuracy": 0.6135055548119395, "iteration": 108759, "loss_box_reg": 0.21143508423119783, "loss_cls": 0.17957170587033033, "loss_mask": 0.23410174064338207, "loss_rpn_cls": 0.03784194262698293, "loss_rpn_loc": 0.0794569831341505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898763463525452, "mask_rcnn/false_negative": 0.09685442168641564, "mask_rcnn/false_positive": 0.10249864721665591, "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": 0.9892488564364612, "total_loss": 0.7550705359317362}
{"data_time": 0.02459845645353198, "eta_seconds": 160789.30636793375, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31556372549019607, "fast_rcnn/fg_cls_accuracy": 0.6327142377997652, "iteration": 108779, "loss_box_reg": 0.22152728214859962, "loss_cls": 0.18569206818938255, "loss_mask": 0.23798708245158195, "loss_rpn_cls": 0.03541785478591919, "loss_rpn_loc": 0.07400719681754708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967034105711917, "mask_rcnn/false_negative": 0.08104543335318432, "mask_rcnn/false_positive": 0.12476141998307884, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9825794170610607, "total_loss": 0.7955773419234902}
{"data_time": 0.015891215531155467, "eta_seconds": 160892.51502035186, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30636139552521807, "fast_rcnn/fg_cls_accuracy": 0.634593837535014, "iteration": 108799, "loss_box_reg": 0.21908575762063265, "loss_cls": 0.17680621705949306, "loss_mask": 0.23518069088459015, "loss_rpn_cls": 0.03039604297373444, "loss_rpn_loc": 0.07979428675025702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999198542908143, "mask_rcnn/false_negative": 0.0839974301932398, "mask_rcnn/false_positive": 0.10953430035041131, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0469225149136037, "total_loss": 0.7343422244302928}
{"data_time": 0.013380167074501514, "eta_seconds": 160872.55316985305, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3119751819369285, "fast_rcnn/fg_cls_accuracy": 0.6695217832556888, "iteration": 108819, "loss_box_reg": 0.21706659067422152, "loss_cls": 0.17619383055716753, "loss_mask": 0.24869724363088608, "loss_rpn_cls": 0.03257295920047909, "loss_rpn_loc": 0.07894176815170795, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985116329140352, "mask_rcnn/false_negative": 0.09797438235884501, "mask_rcnn/false_positive": 0.11827329390459199, "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": 1.00455159554258, "total_loss": 0.7769091338850558}
{"data_time": 0.01713364548049867, "eta_seconds": 160898.5367904883, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3154453790574787, "fast_rcnn/fg_cls_accuracy": 0.6532976827094474, "iteration": 108839, "loss_box_reg": 0.22337027080357075, "loss_cls": 0.18546573631465435, "loss_mask": 0.24240274354815483, "loss_rpn_cls": 0.03622060618363321, "loss_rpn_loc": 0.0990197854116559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935556078632872, "mask_rcnn/false_negative": 0.09798237360050416, "mask_rcnn/false_positive": 0.11884108099080323, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9931972345802933, "total_loss": 0.8085126134828897}
{"data_time": 0.015063390601426363, "eta_seconds": 160832.62946885545, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.30334163553341636, "fast_rcnn/fg_cls_accuracy": 0.675, "iteration": 108859, "loss_box_reg": 0.21685213316231966, "loss_cls": 0.18545464985072613, "loss_mask": 0.24516336619853973, "loss_rpn_cls": 0.03251414326950908, "loss_rpn_loc": 0.06732965935952961, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941214760345214, "mask_rcnn/false_negative": 0.08287455304597943, "mask_rcnn/false_positive": 0.12572603332833526, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.982040140312165, "total_loss": 0.7469264848623425}
{"data_time": 0.013552173506468534, "eta_seconds": 160755.0919701904, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2809106098579783, "fast_rcnn/fg_cls_accuracy": 0.660923001122273, "iteration": 108879, "loss_box_reg": 0.19955869484692812, "loss_cls": 0.17221508733928204, "loss_mask": 0.23133896104991436, "loss_rpn_cls": 0.029532082728110254, "loss_rpn_loc": 0.060527096036821604, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008104172048566, "mask_rcnn/false_negative": 0.08960811352707217, "mask_rcnn/false_positive": 0.11091189264001003, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9841725470032543, "total_loss": 0.7317140498198569}
{"data_time": 0.016003221971914172, "eta_seconds": 160638.0297982134, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2899080326994846, "fast_rcnn/fg_cls_accuracy": 0.6476509206544596, "iteration": 108899, "loss_box_reg": 0.20286990702152252, "loss_cls": 0.17487390618771315, "loss_mask": 0.2307113092392683, "loss_rpn_cls": 0.028560201142681763, "loss_rpn_loc": 0.05725314561277628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923108873292686, "mask_rcnn/false_negative": 0.1001640640319156, "mask_rcnn/false_positive": 0.1188992299706259, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9802705040201545, "total_loss": 0.712092487490736}
{"data_time": 0.020114952698349953, "eta_seconds": 160666.02151031606, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3036724432073269, "fast_rcnn/fg_cls_accuracy": 0.6205397856817145, "iteration": 108919, "loss_box_reg": 0.2188228559680283, "loss_cls": 0.18808524869382381, "loss_mask": 0.235102909617126, "loss_rpn_cls": 0.03554110159166157, "loss_rpn_loc": 0.07436066889204085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927048723432905, "mask_rcnn/false_negative": 0.09174372633195886, "mask_rcnn/false_positive": 0.11507704142362438, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0026910400483757, "total_loss": 0.76649189600721}
{"data_time": 0.02265581558458507, "eta_seconds": 160745.66522313748, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2933173269307723, "fast_rcnn/fg_cls_accuracy": 0.696097082900957, "iteration": 108939, "loss_box_reg": 0.20003168657422066, "loss_cls": 0.15295246429741383, "loss_mask": 0.24104258976876736, "loss_rpn_cls": 0.036542908870615065, "loss_rpn_loc": 0.07694737985730171, "lr": 0.0001, "mask_rcnn/accuracy": 0.886507757751764, "mask_rcnn/false_negative": 0.08309674387240966, "mask_rcnn/false_positive": 0.12635614369413217, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0019258940592408, "total_loss": 0.7107007623417303}
{"data_time": 0.022668165154755116, "eta_seconds": 160720.35813761875, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2878967730589994, "fast_rcnn/fg_cls_accuracy": 0.6750517598343686, "iteration": 108959, "loss_box_reg": 0.22250665724277496, "loss_cls": 0.17933291103690863, "loss_mask": 0.24465752206742764, "loss_rpn_cls": 0.03518371353857219, "loss_rpn_loc": 0.06143605476245284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958245084125664, "mask_rcnn/false_negative": 0.08417416912171982, "mask_rcnn/false_positive": 0.13615102328577347, "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": 1.0440941059496254, "total_loss": 0.788562219880987}
{"data_time": 0.017154131783172488, "eta_seconds": 160730.97259771544, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.34706581554039184, "fast_rcnn/fg_cls_accuracy": 0.6003999216936544, "iteration": 108979, "loss_box_reg": 0.2293646689504385, "loss_cls": 0.18942847289144993, "loss_mask": 0.2512175291776657, "loss_rpn_cls": 0.03828417684417218, "loss_rpn_loc": 0.0752611851785332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835250852499457, "mask_rcnn/false_negative": 0.09559638731903072, "mask_rcnn/false_positive": 0.12863990895845473, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.0070371171459556, "total_loss": 0.783406101167202}
{"data_time": 0.01769851939752698, "eta_seconds": 160692.89651536383, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3360087386018237, "fast_rcnn/fg_cls_accuracy": 0.6385680751173709, "iteration": 108999, "loss_box_reg": 0.22594787925481796, "loss_cls": 0.18988309800624847, "loss_mask": 0.24742267839610577, "loss_rpn_cls": 0.031980830361135304, "loss_rpn_loc": 0.08086452283896506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940343719090009, "mask_rcnn/false_negative": 0.10421533836970151, "mask_rcnn/false_positive": 0.10297911092352878, "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": 0.9852046144660562, "total_loss": 0.7757125499192625}
{"data_time": 0.019929409492760897, "eta_seconds": 160609.35888722073, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3209897683976197, "fast_rcnn/fg_cls_accuracy": 0.6308330603777705, "iteration": 109019, "loss_box_reg": 0.22502959333360195, "loss_cls": 0.18746277689933777, "loss_mask": 0.23628135211765766, "loss_rpn_cls": 0.039149774122051895, "loss_rpn_loc": 0.08558083890238777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964277172430244, "mask_rcnn/false_negative": 0.08618584486270255, "mask_rcnn/false_positive": 0.12449769737015229, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9606479983776808, "total_loss": 0.7594036388327368}
{"data_time": 0.016092770034447312, "eta_seconds": 160533.0649086088, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.27532737198164703, "fast_rcnn/fg_cls_accuracy": 0.680259566112734, "iteration": 109039, "loss_box_reg": 0.211473373696208, "loss_cls": 0.17770901508629322, "loss_mask": 0.2348872311413288, "loss_rpn_cls": 0.032925723353400826, "loss_rpn_loc": 0.06511109159328043, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049333406038654, "mask_rcnn/false_negative": 0.08095088284640875, "mask_rcnn/false_positive": 0.11568508336963962, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9757214528508484, "total_loss": 0.7281422461383045}
{"data_time": 0.013202872360125184, "eta_seconds": 160499.56550692208, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2758190883190883, "fast_rcnn/fg_cls_accuracy": 0.7122122122122122, "iteration": 109059, "loss_box_reg": 0.2121027074754238, "loss_cls": 0.172497333958745, "loss_mask": 0.24318118020892143, "loss_rpn_cls": 0.03616171097382903, "loss_rpn_loc": 0.06688913539983332, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038981071621588, "mask_rcnn/false_negative": 0.0868553437553456, "mask_rcnn/false_positive": 0.10214988792469086, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9947905400767922, "total_loss": 0.722980291233398}
{"data_time": 0.022436024388298392, "eta_seconds": 160479.62023967877, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.34350840593937904, "fast_rcnn/fg_cls_accuracy": 0.6125743415463041, "iteration": 109079, "loss_box_reg": 0.22437191661447287, "loss_cls": 0.18903306312859058, "loss_mask": 0.24740896187722683, "loss_rpn_cls": 0.03626284853089601, "loss_rpn_loc": 0.0867174556478858, "lr": 0.0001, "mask_rcnn/accuracy": 0.891174128931351, "mask_rcnn/false_negative": 0.08270455305324892, "mask_rcnn/false_positive": 0.12239516376847129, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0049998755566776, "total_loss": 0.8097856456879526}
{"data_time": 0.0191235498059541, "eta_seconds": 160459.67497243546, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2714205400148907, "fast_rcnn/fg_cls_accuracy": 0.7014492753623188, "iteration": 109099, "loss_box_reg": 0.22620611917227507, "loss_cls": 0.18829510267823935, "loss_mask": 0.23879274725914001, "loss_rpn_cls": 0.03439257282298058, "loss_rpn_loc": 0.0880107480334118, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008462134853942, "mask_rcnn/false_negative": 0.09181305955235358, "mask_rcnn/false_positive": 0.10545257878079263, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.000552310142666, "total_loss": 0.778485547285527}
{"data_time": 0.01741965557448566, "eta_seconds": 160453.2771029882, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.35887338733873386, "fast_rcnn/fg_cls_accuracy": 0.6214168714168714, "iteration": 109119, "loss_box_reg": 0.2123428350314498, "loss_cls": 0.17575194220989943, "loss_mask": 0.2411393951624632, "loss_rpn_cls": 0.03374421107582748, "loss_rpn_loc": 0.07099349785130471, "lr": 0.0001, "mask_rcnn/accuracy": 0.89350061208733, "mask_rcnn/false_negative": 0.09193365966597995, "mask_rcnn/false_positive": 0.11757204881335596, "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": 1.0283248911146075, "total_loss": 0.7474826525431126}
{"data_time": 0.016558659030124545, "eta_seconds": 160430.2680954337, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.27502462288113627, "fast_rcnn/fg_cls_accuracy": 0.6969578618476608, "iteration": 109139, "loss_box_reg": 0.20954701490700245, "loss_cls": 0.1765981912612915, "loss_mask": 0.2443339116871357, "loss_rpn_cls": 0.03195466101169586, "loss_rpn_loc": 0.0706380873452872, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023960739276565, "mask_rcnn/false_negative": 0.08685349535222013, "mask_rcnn/false_positive": 0.11340119378135664, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9919501547701657, "total_loss": 0.7467749339994043}
{"data_time": 0.014638569904491305, "eta_seconds": 160269.6912076231, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.36697200138264774, "fast_rcnn/fg_cls_accuracy": 0.5817935648295636, "iteration": 109159, "loss_box_reg": 0.2275154059752822, "loss_cls": 0.18406400922685862, "loss_mask": 0.25772847048938274, "loss_rpn_cls": 0.03815708961337805, "loss_rpn_loc": 0.07806900783907622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952105993860241, "mask_rcnn/false_negative": 0.09218134323728935, "mask_rcnn/false_positive": 0.10826187966804204, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9967108254786581, "total_loss": 0.7670599548146129}
{"data_time": 0.018419920932501554, "eta_seconds": 160223.84133711923, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2700490444782682, "fast_rcnn/fg_cls_accuracy": 0.6913109756097561, "iteration": 109179, "loss_box_reg": 0.24798398278653622, "loss_cls": 0.1978886816650629, "loss_mask": 0.24605216272175312, "loss_rpn_cls": 0.034037489094771445, "loss_rpn_loc": 0.07606426440179348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944714064487584, "mask_rcnn/false_negative": 0.09532673882472806, "mask_rcnn/false_positive": 0.12328695095953536, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9837369651068002, "total_loss": 0.8262496554525569}
{"data_time": 0.020042519317939878, "eta_seconds": 160210.80020293593, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28579322638146165, "fast_rcnn/fg_cls_accuracy": 0.70995581331124, "iteration": 109199, "loss_box_reg": 0.23098500072956085, "loss_cls": 0.17969292029738426, "loss_mask": 0.23321661166846752, "loss_rpn_cls": 0.033400025218725204, "loss_rpn_loc": 0.08145560865523294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905475364047102, "mask_rcnn/false_negative": 0.09754707786618734, "mask_rcnn/false_positive": 0.10591248691889843, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9886814400088042, "total_loss": 0.7838065326213837}
{"data_time": 0.02477807248942554, "eta_seconds": 160169.21990545, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29006514657980453, "fast_rcnn/fg_cls_accuracy": 0.6668448109126075, "iteration": 109219, "loss_box_reg": 0.2130883987993002, "loss_cls": 0.1778064714744687, "loss_mask": 0.2428644374012947, "loss_rpn_cls": 0.03381192230153829, "loss_rpn_loc": 0.09199267206713557, "lr": 0.0001, "mask_rcnn/accuracy": 0.890621137308016, "mask_rcnn/false_negative": 0.09089566414020746, "mask_rcnn/false_positive": 0.1254302647228902, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9931369079276919, "total_loss": 0.7404638732550666}
{"data_time": 0.014232008019462228, "eta_seconds": 160169.93874664418, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.29686257721240294, "fast_rcnn/fg_cls_accuracy": 0.6630906805325409, "iteration": 109239, "loss_box_reg": 0.2034342736005783, "loss_cls": 0.17323203198611736, "loss_mask": 0.2339024543762207, "loss_rpn_cls": 0.03325937082991004, "loss_rpn_loc": 0.07629575999453664, "lr": 0.0001, "mask_rcnn/accuracy": 0.9107526525574123, "mask_rcnn/false_negative": 0.08216035422812987, "mask_rcnn/false_positive": 0.09651711618372343, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.002713501220569, "total_loss": 0.7316110171377659}
{"data_time": 0.013956955401226878, "eta_seconds": 160170.04578906577, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2801736159531446, "fast_rcnn/fg_cls_accuracy": 0.7085483196206944, "iteration": 109259, "loss_box_reg": 0.22110124304890633, "loss_cls": 0.17961669806391, "loss_mask": 0.23843208886682987, "loss_rpn_cls": 0.03770734928548336, "loss_rpn_loc": 0.07078090985305607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960651837518196, "mask_rcnn/false_negative": 0.09322119734930787, "mask_rcnn/false_positive": 0.10518009972211595, "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": 1.007136658532545, "total_loss": 0.7676751795224845}
{"data_time": 0.014433581149205565, "eta_seconds": 160109.44783682004, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.30041415217134065, "fast_rcnn/fg_cls_accuracy": 0.668661867177438, "iteration": 109279, "loss_box_reg": 0.21376709267497063, "loss_cls": 0.18677039071917534, "loss_mask": 0.23219387233257294, "loss_rpn_cls": 0.03577635280089453, "loss_rpn_loc": 0.07081708265468478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957696791742125, "mask_rcnn/false_negative": 0.09286964719115537, "mask_rcnn/false_positive": 0.11130198752990003, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9904501233249903, "total_loss": 0.7521660620113835}
{"data_time": 0.015820440370589495, "eta_seconds": 160281.72550811432, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27763872390972344, "fast_rcnn/fg_cls_accuracy": 0.6773673135375263, "iteration": 109299, "loss_box_reg": 0.2162067200988531, "loss_cls": 0.1739851050078869, "loss_mask": 0.2381950244307518, "loss_rpn_cls": 0.03235725173726678, "loss_rpn_loc": 0.06770883616991341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898589975425739, "mask_rcnn/false_negative": 0.08923129908140845, "mask_rcnn/false_positive": 0.12746909598942457, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0339775935281068, "total_loss": 0.7175720243249089}
{"data_time": 0.016361455898731947, "eta_seconds": 160350.64782413654, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3114337978377934, "fast_rcnn/fg_cls_accuracy": 0.6550716903262532, "iteration": 109319, "loss_box_reg": 0.2247024103999138, "loss_cls": 0.18840026203542948, "loss_mask": 0.24032782763242722, "loss_rpn_cls": 0.03505966498050839, "loss_rpn_loc": 0.06568684405647218, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003029462749812, "mask_rcnn/false_negative": 0.08685531638998864, "mask_rcnn/false_positive": 0.11570275120769372, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.026761390035972, "total_loss": 0.747178278688807}
{"data_time": 0.017649297136813402, "eta_seconds": 160357.2033821419, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2965156794425087, "fast_rcnn/fg_cls_accuracy": 0.6505007658772239, "iteration": 109339, "loss_box_reg": 0.2303923536092043, "loss_cls": 0.1855977587401867, "loss_mask": 0.24035516381263733, "loss_rpn_cls": 0.031077967258170247, "loss_rpn_loc": 0.05628820043057203, "lr": 0.0001, "mask_rcnn/accuracy": 0.886881147410985, "mask_rcnn/false_negative": 0.09567527734616066, "mask_rcnn/false_positive": 0.1243117034024338, "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": 1.0002838985528797, "total_loss": 0.7623076905147173}
{"data_time": 0.014504919992759824, "eta_seconds": 160337.241076231, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.32566443348303026, "fast_rcnn/fg_cls_accuracy": 0.658122484186314, "iteration": 109359, "loss_box_reg": 0.20061734225600958, "loss_cls": 0.16796110291033983, "loss_mask": 0.23731012642383575, "loss_rpn_cls": 0.035808705259114504, "loss_rpn_loc": 0.0700876098126173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877410787554663, "mask_rcnn/false_negative": 0.0954862669611947, "mask_rcnn/false_positive": 0.11399617834019823, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9986323285847902, "total_loss": 0.7288575107231736}
{"data_time": 0.017261608969420195, "eta_seconds": 160467.54158865195, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.37513709452551347, "fast_rcnn/fg_cls_accuracy": 0.5922308546059933, "iteration": 109379, "loss_box_reg": 0.23086231388151646, "loss_cls": 0.1900094412267208, "loss_mask": 0.24369142949581146, "loss_rpn_cls": 0.03633683640509844, "loss_rpn_loc": 0.06424457672983408, "lr": 0.0001, "mask_rcnn/accuracy": 0.87734080971018, "mask_rcnn/false_negative": 0.10671175324907173, "mask_rcnn/false_positive": 0.12958909500870347, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.025026036426425, "total_loss": 0.7555440261494368}
{"data_time": 0.014982406049966812, "eta_seconds": 160517.5637101289, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3220730605395637, "fast_rcnn/fg_cls_accuracy": 0.6475505310037684, "iteration": 109399, "loss_box_reg": 0.21213742066174746, "loss_cls": 0.16889928001910448, "loss_mask": 0.22656414657831192, "loss_rpn_cls": 0.03171884408220649, "loss_rpn_loc": 0.06359724747017026, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017475129149404, "mask_rcnn/false_negative": 0.09111146205438583, "mask_rcnn/false_positive": 0.11308687376473392, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9930533259175718, "total_loss": 0.7062694758642465}
{"data_time": 0.018901963019743562, "eta_seconds": 160347.31395729817, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.3120652755484216, "fast_rcnn/fg_cls_accuracy": 0.6611315164048273, "iteration": 109419, "loss_box_reg": 0.19981613382697105, "loss_cls": 0.1663442011922598, "loss_mask": 0.24829048290848732, "loss_rpn_cls": 0.03662212676135823, "loss_rpn_loc": 0.06898978701792657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914733387155613, "mask_rcnn/false_negative": 0.08714601490701876, "mask_rcnn/false_positive": 0.12805828447592787, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9781836646143347, "total_loss": 0.7428868184797466}
{"data_time": 0.015673938440158963, "eta_seconds": 160477.58424220607, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.30201247165532885, "fast_rcnn/fg_cls_accuracy": 0.6652984599719995, "iteration": 109439, "loss_box_reg": 0.21358918026089668, "loss_cls": 0.15855610882863402, "loss_mask": 0.24042985774576664, "loss_rpn_cls": 0.032553277211263776, "loss_rpn_loc": 0.06447913940064609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898121061611458, "mask_rcnn/false_negative": 0.09222877133358687, "mask_rcnn/false_positive": 0.11690982370672198, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0132624441757798, "total_loss": 0.7165295607410371}
{"data_time": 0.01705708005465567, "eta_seconds": 160667.72569947876, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30251445942986693, "fast_rcnn/fg_cls_accuracy": 0.6706115440496632, "iteration": 109459, "loss_box_reg": 0.2142000626772642, "loss_cls": 0.18515529669821262, "loss_mask": 0.2239136528223753, "loss_rpn_cls": 0.03194762719795108, "loss_rpn_loc": 0.07777522853575647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944822165824062, "mask_rcnn/false_negative": 0.08866938714074388, "mask_rcnn/false_positive": 0.11961521739228168, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0054831488523632, "total_loss": 0.7423303241375834}
{"data_time": 0.015337851364165545, "eta_seconds": 160570.4170063045, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2995321109633289, "fast_rcnn/fg_cls_accuracy": 0.6986628348850465, "iteration": 109479, "loss_box_reg": 0.21195863373577595, "loss_cls": 0.17739253211766481, "loss_mask": 0.24563874676823616, "loss_rpn_cls": 0.03578008635668084, "loss_rpn_loc": 0.07183008035644889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996086998443013, "mask_rcnn/false_negative": 0.08757725934452046, "mask_rcnn/false_positive": 0.11348330432760168, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9634910179302096, "total_loss": 0.7598377332324162}
{"data_time": 0.015542590757831931, "eta_seconds": 160611.28818418365, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2626779715245561, "fast_rcnn/fg_cls_accuracy": 0.7154164145997177, "iteration": 109499, "loss_box_reg": 0.21263890899717808, "loss_cls": 0.1629639696329832, "loss_mask": 0.2454487346112728, "loss_rpn_cls": 0.03547847148729488, "loss_rpn_loc": 0.07911490323022008, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002805495899475, "mask_rcnn/false_negative": 0.07961594661684725, "mask_rcnn/false_positive": 0.12162225345552705, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.01089176395908, "total_loss": 0.7651106771081686}
{"data_time": 0.015936567448079586, "eta_seconds": 160622.51461122185, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3401416918527185, "fast_rcnn/fg_cls_accuracy": 0.6474358974358974, "iteration": 109519, "loss_box_reg": 0.21581751853227615, "loss_cls": 0.16877302108332515, "loss_mask": 0.2405234668403864, "loss_rpn_cls": 0.03637760097626597, "loss_rpn_loc": 0.08970411028712988, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000809458398744, "mask_rcnn/false_negative": 0.09322287227435448, "mask_rcnn/false_positive": 0.10555150120567952, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.017366411862895, "total_loss": 0.7106755319982767}
{"data_time": 0.01480703754350543, "eta_seconds": 160571.26044881064, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.29569471624266147, "fast_rcnn/fg_cls_accuracy": 0.6121024486349564, "iteration": 109539, "loss_box_reg": 0.2303378814831376, "loss_cls": 0.1923328647390008, "loss_mask": 0.23146154172718525, "loss_rpn_cls": 0.03345855831867084, "loss_rpn_loc": 0.06972721277270466, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983630937300255, "mask_rcnn/false_negative": 0.08816902611370468, "mask_rcnn/false_positive": 0.10773944016644846, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0069173460360616, "total_loss": 0.7847920669009909}
{"data_time": 0.015167440054938197, "eta_seconds": 160490.39187946357, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33031127861529874, "fast_rcnn/fg_cls_accuracy": 0.6393518518518518, "iteration": 109559, "loss_box_reg": 0.22930115833878517, "loss_cls": 0.19092387333512306, "loss_mask": 0.24058763682842255, "loss_rpn_cls": 0.04025357076898217, "loss_rpn_loc": 0.07481570320669562, "lr": 0.0001, "mask_rcnn/accuracy": 0.889416851576575, "mask_rcnn/false_negative": 0.09441636947016555, "mask_rcnn/false_positive": 0.12789609103096108, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9730679665226489, "total_loss": 0.7824890858028084}
{"data_time": 0.01669158902950585, "eta_seconds": 160446.25197112095, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3017758252300179, "fast_rcnn/fg_cls_accuracy": 0.6574524546660769, "iteration": 109579, "loss_box_reg": 0.21876497380435467, "loss_cls": 0.1780253415927291, "loss_mask": 0.25756014697253704, "loss_rpn_cls": 0.03930881666019559, "loss_rpn_loc": 0.08597650099545717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805578647388159, "mask_rcnn/false_negative": 0.10850939883676751, "mask_rcnn/false_positive": 0.1184670651254589, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.010295371990651, "total_loss": 0.8139321298804134}
{"data_time": 0.01913010305725038, "eta_seconds": 160301.86727968976, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.302901937871263, "fast_rcnn/fg_cls_accuracy": 0.6617243867243867, "iteration": 109599, "loss_box_reg": 0.2104214932769537, "loss_cls": 0.18834785372018814, "loss_mask": 0.24042006582021713, "loss_rpn_cls": 0.0370806239079684, "loss_rpn_loc": 0.061456790659576654, "lr": 0.0001, "mask_rcnn/accuracy": 0.898827817241467, "mask_rcnn/false_negative": 0.08815465260160638, "mask_rcnn/false_positive": 0.10964784378471115, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9952472995501012, "total_loss": 0.7139132265001535}
{"data_time": 0.01970936357975006, "eta_seconds": 160380.53943355568, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3285406071813839, "fast_rcnn/fg_cls_accuracy": 0.6412106175932171, "iteration": 109619, "loss_box_reg": 0.2189630726352334, "loss_cls": 0.17542108055204153, "loss_mask": 0.2402893453836441, "loss_rpn_cls": 0.032700196374207735, "loss_rpn_loc": 0.07552421686705202, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009133122725834, "mask_rcnn/false_negative": 0.09763156685088592, "mask_rcnn/false_positive": 0.09843910279212909, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.028463638620451, "total_loss": 0.7387997613986954}
{"data_time": 0.015819957945495844, "eta_seconds": 160383.89774229378, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.34056956115779646, "fast_rcnn/fg_cls_accuracy": 0.6253713606654783, "iteration": 109639, "loss_box_reg": 0.210954450070858, "loss_cls": 0.17122413124889135, "loss_mask": 0.241360018029809, "loss_rpn_cls": 0.033075638464652, "loss_rpn_loc": 0.08341197809204459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930949166362532, "mask_rcnn/false_negative": 0.0893580741534856, "mask_rcnn/false_positive": 0.11872928778772215, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9944065294694155, "total_loss": 0.757491703145206}
{"data_time": 0.02180597186088562, "eta_seconds": 160311.0142644588, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2825346354758119, "fast_rcnn/fg_cls_accuracy": 0.665852022235001, "iteration": 109659, "loss_box_reg": 0.19166277907788754, "loss_cls": 0.1709177838638425, "loss_mask": 0.2427310310304165, "loss_rpn_cls": 0.036160167306661606, "loss_rpn_loc": 0.06487967458087951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999545367832156, "mask_rcnn/false_negative": 0.0803144675597881, "mask_rcnn/false_positive": 0.11972507111860586, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.974626041483134, "total_loss": 0.7351505708647892}
{"data_time": 0.01876865327358246, "eta_seconds": 160260.7297859341, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30467064874730376, "fast_rcnn/fg_cls_accuracy": 0.6713134838134838, "iteration": 109679, "loss_box_reg": 0.22000018041580915, "loss_cls": 0.17962201964110136, "loss_mask": 0.2431259248405695, "loss_rpn_cls": 0.05099345440976322, "loss_rpn_loc": 0.07857592706568539, "lr": 0.0001, "mask_rcnn/accuracy": 0.89093944527618, "mask_rcnn/false_negative": 0.09036403103906418, "mask_rcnn/false_positive": 0.12438298593534947, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0180830298922956, "total_loss": 0.7935039182193577}
{"data_time": 0.01586193242110312, "eta_seconds": 160201.92845968995, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33942941768190454, "fast_rcnn/fg_cls_accuracy": 0.6471908647218807, "iteration": 109699, "loss_box_reg": 0.20427153259515762, "loss_cls": 0.16766314674168825, "loss_mask": 0.24006035551428795, "loss_rpn_cls": 0.04081791639328003, "loss_rpn_loc": 0.06887601839844137, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958195872153523, "mask_rcnn/false_negative": 0.08301715658571387, "mask_rcnn/false_positive": 0.11516842736241062, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9827367253601551, "total_loss": 0.7240723149152473}
{"data_time": 0.012891693040728569, "eta_seconds": 159970.8371923864, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2941541071312064, "fast_rcnn/fg_cls_accuracy": 0.6670711974110033, "iteration": 109719, "loss_box_reg": 0.20682578906416893, "loss_cls": 0.16855610767379403, "loss_mask": 0.24892028979957104, "loss_rpn_cls": 0.03508111846167594, "loss_rpn_loc": 0.09662611706880853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943143936222944, "mask_rcnn/false_negative": 0.07899368160944038, "mask_rcnn/false_positive": 0.12430396780421046, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9637637410778552, "total_loss": 0.7494793148944154}
{"data_time": 0.016908970894291997, "eta_seconds": 159950.87577022612, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.3341945657447841, "fast_rcnn/fg_cls_accuracy": 0.6546895766090755, "iteration": 109739, "loss_box_reg": 0.20382862631231546, "loss_cls": 0.1732651386409998, "loss_mask": 0.2417717408388853, "loss_rpn_cls": 0.03266635932959616, "loss_rpn_loc": 0.06727298139594495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951769896798589, "mask_rcnn/false_negative": 0.09800918154492272, "mask_rcnn/false_positive": 0.11546565397836196, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0125117080751806, "total_loss": 0.727288733352907}
{"data_time": 0.021780341863632202, "eta_seconds": 160024.2534970306, "fast_rcnn/cls_accuracy": 0.911376953125, "fast_rcnn/false_negative": 0.3172492548290946, "fast_rcnn/fg_cls_accuracy": 0.6430405913304935, "iteration": 109759, "loss_box_reg": 0.21675490587949753, "loss_cls": 0.18280476704239845, "loss_mask": 0.24028010107576847, "loss_rpn_cls": 0.03333553462289274, "loss_rpn_loc": 0.07319706806447357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829633597788209, "mask_rcnn/false_negative": 0.102627472643826, "mask_rcnn/false_positive": 0.11723373872985629, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 201.875, "rpn/num_pos_anchors": 54.125, "time": 1.0412564533762634, "total_loss": 0.7699701896053739}
{"data_time": 0.01404691650532186, "eta_seconds": 159987.83560990356, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.29866279069767443, "fast_rcnn/fg_cls_accuracy": 0.6369881285847672, "iteration": 109779, "loss_box_reg": 0.20482898224145174, "loss_cls": 0.17356829904019833, "loss_mask": 0.23174156248569489, "loss_rpn_cls": 0.0360657658893615, "loss_rpn_loc": 0.09207121166400611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974971161273275, "mask_rcnn/false_negative": 0.09138748646658917, "mask_rcnn/false_positive": 0.1231359896235931, "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": 0.9872184086125344, "total_loss": 0.7412143108667806}
{"data_time": 0.01668389909900725, "eta_seconds": 159819.2725321278, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30246422893481717, "fast_rcnn/fg_cls_accuracy": 0.6634538152610441, "iteration": 109799, "loss_box_reg": 0.1999539821408689, "loss_cls": 0.1686782850883901, "loss_mask": 0.25084027275443077, "loss_rpn_cls": 0.03670876007527113, "loss_rpn_loc": 0.07315479125827551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987709500754942, "mask_rcnn/false_negative": 0.09912382278519907, "mask_rcnn/false_positive": 0.0942154095874605, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.96681261761114, "total_loss": 0.7330206804908812}
{"data_time": 0.013502922374755144, "eta_seconds": 159773.1640555011, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3054156967918227, "fast_rcnn/fg_cls_accuracy": 0.6821066894879475, "iteration": 109819, "loss_box_reg": 0.2039040680974722, "loss_cls": 0.18409643229097128, "loss_mask": 0.24954257532954216, "loss_rpn_cls": 0.03623436368070543, "loss_rpn_loc": 0.06699862633831799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855714642780071, "mask_rcnn/false_negative": 0.09129942861565671, "mask_rcnn/false_positive": 0.12192280457578744, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9773066970519722, "total_loss": 0.7310474292607978}
{"data_time": 0.016373584046959877, "eta_seconds": 159814.21103205532, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.32377367698091386, "fast_rcnn/fg_cls_accuracy": 0.6313411393969353, "iteration": 109839, "loss_box_reg": 0.21991337090730667, "loss_cls": 0.17146838828921318, "loss_mask": 0.23121188022196293, "loss_rpn_cls": 0.03147736890241504, "loss_rpn_loc": 0.07245191908441484, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014731429340389, "mask_rcnn/false_negative": 0.08982110700752181, "mask_rcnn/false_positive": 0.11896364050398431, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0403945804573596, "total_loss": 0.7335101380595006}
{"data_time": 0.014097295003011823, "eta_seconds": 159794.25421249587, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3171362680432081, "fast_rcnn/fg_cls_accuracy": 0.6269029350870783, "iteration": 109859, "loss_box_reg": 0.21610058471560478, "loss_cls": 0.1852849442511797, "loss_mask": 0.23942572809755802, "loss_rpn_cls": 0.0323140500113368, "loss_rpn_loc": 0.06457593035884202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908422762070423, "mask_rcnn/false_negative": 0.09205952605095222, "mask_rcnn/false_positive": 0.1051370268817108, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.973363260505721, "total_loss": 0.7413492328487337}
{"data_time": 0.018021187046542764, "eta_seconds": 159739.46265820414, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2788982259570495, "fast_rcnn/fg_cls_accuracy": 0.6760057471264367, "iteration": 109879, "loss_box_reg": 0.2022635955363512, "loss_cls": 0.1662316145375371, "loss_mask": 0.23318032920360565, "loss_rpn_cls": 0.035230537643656135, "loss_rpn_loc": 0.06908694771118462, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046935535577867, "mask_rcnn/false_negative": 0.08842069161585225, "mask_rcnn/false_positive": 0.10178626299489797, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.978002555668354, "total_loss": 0.7368225557729602}
{"data_time": 0.014890915248543024, "eta_seconds": 159791.18439294398, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3768306010928962, "fast_rcnn/fg_cls_accuracy": 0.5943197278911565, "iteration": 109899, "loss_box_reg": 0.2077357852831483, "loss_cls": 0.17015451285988092, "loss_mask": 0.25414178892970085, "loss_rpn_cls": 0.04070261574815959, "loss_rpn_loc": 0.07833563792519271, "lr": 0.0001, "mask_rcnn/accuracy": 0.872734589904784, "mask_rcnn/false_negative": 0.10168958482481355, "mask_rcnn/false_positive": 0.13637999455114447, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9980968090239912, "total_loss": 0.7717575491406024}
{"data_time": 0.015027981018647552, "eta_seconds": 159771.2229707837, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3041334921925727, "fast_rcnn/fg_cls_accuracy": 0.6687563343383286, "iteration": 109919, "loss_box_reg": 0.2207156280055642, "loss_cls": 0.1772036193870008, "loss_mask": 0.24782198294997215, "loss_rpn_cls": 0.029032688471488655, "loss_rpn_loc": 0.07542077684774995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933014383171585, "mask_rcnn/false_negative": 0.10626209764627736, "mask_rcnn/false_positive": 0.10477456646990319, "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": 1.0155455055646598, "total_loss": 0.7774777709273621}
{"data_time": 0.017411168897524476, "eta_seconds": 159679.6052527614, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2925544721319369, "fast_rcnn/fg_cls_accuracy": 0.676641271496577, "iteration": 109939, "loss_box_reg": 0.22353145014494658, "loss_cls": 0.1773765068501234, "loss_mask": 0.24511867761611938, "loss_rpn_cls": 0.03936586529016495, "loss_rpn_loc": 0.0804683196474798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870283431032776, "mask_rcnn/false_negative": 0.09878202536588336, "mask_rcnn/false_positive": 0.1136566573925171, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9834957665298134, "total_loss": 0.7865907363593578}
{"data_time": 0.012771853478625417, "eta_seconds": 159694.47011469863, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3430847338935574, "fast_rcnn/fg_cls_accuracy": 0.6317927170868347, "iteration": 109959, "loss_box_reg": 0.20048942882567644, "loss_cls": 0.17259922809898853, "loss_mask": 0.2404909860342741, "loss_rpn_cls": 0.03784673451445997, "loss_rpn_loc": 0.07109644520096481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830311802601427, "mask_rcnn/false_negative": 0.09586978666305572, "mask_rcnn/false_positive": 0.12911428830102728, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0144329159520566, "total_loss": 0.7356007623602636}
{"data_time": 0.014897559536620975, "eta_seconds": 159624.43920955528, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2992307692307692, "fast_rcnn/fg_cls_accuracy": 0.651029469164715, "iteration": 109979, "loss_box_reg": 0.22298092767596245, "loss_cls": 0.1792653938755393, "loss_mask": 0.2650963496416807, "loss_rpn_cls": 0.04481984116137028, "loss_rpn_loc": 0.08343072241405025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984141396943393, "mask_rcnn/false_negative": 0.09543504989570276, "mask_rcnn/false_positive": 0.12212441376305025, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9882334985304624, "total_loss": 0.8213472795905545}
{"bbox/AP": 41.1639397891095, "bbox/AP-airplane": 63.69697024242586, "bbox/AP-apple": 18.060526714599614, "bbox/AP-backpack": 15.839832863758671, "bbox/AP-banana": 23.981736877237662, "bbox/AP-baseball bat": 30.779692679216396, "bbox/AP-baseball glove": 41.344490879520926, "bbox/AP-bear": 67.30186224680153, "bbox/AP-bed": 44.936296612483645, "bbox/AP-bench": 23.45252161021259, "bbox/AP-bicycle": 29.292390552563376, "bbox/AP-bird": 37.341041988670305, "bbox/AP-boat": 26.843478270348896, "bbox/AP-book": 14.44044818974494, "bbox/AP-bottle": 39.95547545298042, "bbox/AP-bowl": 41.67545842057208, "bbox/AP-broccoli": 23.956369457693107, "bbox/AP-bus": 65.39826303425035, "bbox/AP-cake": 39.329391848335675, "bbox/AP-car": 45.5802953612495, "bbox/AP-carrot": 22.619878923238186, "bbox/AP-cat": 64.23897713810048, "bbox/AP-cell phone": 36.35005928249747, "bbox/AP-chair": 28.27235547148969, "bbox/AP-clock": 52.22344600936341, "bbox/AP-couch": 38.7653387493258, "bbox/AP-cow": 58.08613141629254, "bbox/AP-cup": 41.07082567406296, "bbox/AP-dining table": 26.34922045685977, "bbox/AP-dog": 62.67275750163489, "bbox/AP-donut": 46.26664767132735, "bbox/AP-elephant": 63.96079930429362, "bbox/AP-fire hydrant": 65.77089718866699, "bbox/AP-fork": 31.460156346286517, "bbox/AP-frisbee": 66.28617750883198, "bbox/AP-giraffe": 64.99606998615273, "bbox/AP-hair drier": 2.698019801980198, "bbox/AP-handbag": 14.867309325474459, "bbox/AP-horse": 58.382591697817986, "bbox/AP-hot dog": 34.88123242465054, "bbox/AP-keyboard": 48.75817153336744, "bbox/AP-kite": 42.259060308369094, "bbox/AP-knife": 17.47755455037712, "bbox/AP-laptop": 58.17802044730153, "bbox/AP-microwave": 51.2388533688894, "bbox/AP-motorcycle": 43.09302997751787, "bbox/AP-mouse": 62.070687565528274, "bbox/AP-orange": 29.029859789242902, "bbox/AP-oven": 35.21473686869857, "bbox/AP-parking meter": 42.39694751006732, "bbox/AP-person": 54.811385740014295, "bbox/AP-pizza": 51.70217489285558, "bbox/AP-potted plant": 25.864372779041677, "bbox/AP-refrigerator": 53.378937111338054, "bbox/AP-remote": 31.68268500835334, "bbox/AP-sandwich": 34.23032857578473, "bbox/AP-scissors": 24.227658255259218, "bbox/AP-sheep": 51.14508235276561, "bbox/AP-sink": 36.470258523587354, "bbox/AP-skateboard": 50.879000570731705, "bbox/AP-skis": 23.508606830151145, "bbox/AP-snowboard": 39.328338087583234, "bbox/AP-spoon": 17.368565423952457, "bbox/AP-sports ball": 49.49892533948136, "bbox/AP-stop sign": 65.78282941694175, "bbox/AP-suitcase": 39.124320338855476, "bbox/AP-surfboard": 38.54166339467252, "bbox/AP-teddy bear": 47.08933062552638, "bbox/AP-tennis racket": 46.13548197133992, "bbox/AP-tie": 31.43362540555884, "bbox/AP-toaster": 39.88772406652429, "bbox/AP-toilet": 58.23006625341615, "bbox/AP-toothbrush": 27.191431588635663, "bbox/AP-traffic light": 27.809867056647146, "bbox/AP-train": 59.93203393409339, "bbox/AP-truck": 35.16244870764679, "bbox/AP-tv": 53.662705879804854, "bbox/AP-umbrella": 36.65163058385501, "bbox/AP-vase": 38.397325040509294, "bbox/AP-wine glass": 36.29349882493182, "bbox/AP-zebra": 64.55052344852827, "bbox/AP50": 63.429402053873304, "bbox/AP75": 45.04376214574559, "bbox/APl": 52.260840488507874, "bbox/APm": 44.83035148709096, "bbox/APs": 26.245263028297554, "data_time": 0.01864390494301915, "eta_seconds": 159604.48864847422, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3095066276729082, "fast_rcnn/fg_cls_accuracy": 0.6410154668394201, "iteration": 109999, "loss_box_reg": 0.20772665459662676, "loss_cls": 0.18376126512885094, "loss_mask": 0.23310897126793861, "loss_rpn_cls": 0.03151640819851309, "loss_rpn_loc": 0.0665500764735043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921846393482548, "mask_rcnn/false_negative": 0.08329799373175374, "mask_rcnn/false_positive": 0.13882530444294505, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "segm/AP": 38.282052383896506, "segm/AP-airplane": 53.59048280207875, "segm/AP-apple": 18.2718109083421, "segm/AP-backpack": 16.649113013961802, "segm/AP-banana": 19.67099824647905, "segm/AP-baseball bat": 26.509163653608265, "segm/AP-baseball glove": 44.72242939714699, "segm/AP-bear": 68.96692626489143, "segm/AP-bed": 35.52433189524122, "segm/AP-bench": 17.926255566688003, "segm/AP-bicycle": 18.720952726244466, "segm/AP-bird": 32.398230483464786, "segm/AP-boat": 23.8000911791615, "segm/AP-book": 9.685379951407475, "segm/AP-bottle": 39.673918817733075, "segm/AP-bowl": 40.26163061032612, "segm/AP-broccoli": 22.62427067655893, "segm/AP-bus": 64.5593783787138, "segm/AP-cake": 39.10070693855899, "segm/AP-car": 42.2955876885612, "segm/AP-carrot": 19.63877956391054, "segm/AP-cat": 67.89832362706845, "segm/AP-cell phone": 35.5889223087196, "segm/AP-chair": 20.143142073358085, "segm/AP-clock": 53.3707585490786, "segm/AP-couch": 35.118445646324005, "segm/AP-cow": 50.690628692072394, "segm/AP-cup": 41.867805280602575, "segm/AP-dining table": 16.71630454888177, "segm/AP-dog": 60.227744337370616, "segm/AP-donut": 47.123013918601906, "segm/AP-elephant": 57.07841129282977, "segm/AP-fire hydrant": 66.08873224571782, "segm/AP-fork": 17.16961260905457, "segm/AP-frisbee": 66.39509572146784, "segm/AP-giraffe": 50.641180404965155, "segm/AP-hair drier": 1.2074718501261894, "segm/AP-handbag": 15.89291562954397, "segm/AP-horse": 42.37430608451355, "segm/AP-hot dog": 27.27946802399442, "segm/AP-keyboard": 49.577426718428406, "segm/AP-kite": 32.285408133009135, "segm/AP-knife": 10.991807145632851, "segm/AP-laptop": 58.63142364914676, "segm/AP-microwave": 53.06697715828089, "segm/AP-motorcycle": 34.43937321975113, "segm/AP-mouse": 62.559929603728584, "segm/AP-orange": 30.43883080723519, "segm/AP-oven": 32.90147517390047, "segm/AP-parking meter": 43.60307919840675, "segm/AP-person": 48.07330235359341, "segm/AP-pizza": 51.6596569370814, "segm/AP-potted plant": 22.92516620173532, "segm/AP-refrigerator": 57.08335608912252, "segm/AP-remote": 30.646322468856642, "segm/AP-sandwich": 37.65941840364738, "segm/AP-scissors": 19.759534652034077, "segm/AP-sheep": 45.520133412935074, "segm/AP-sink": 35.89877453518952, "segm/AP-skateboard": 32.59190000594756, "segm/AP-skis": 2.9694521079126908, "segm/AP-snowboard": 25.835295155233993, "segm/AP-spoon": 11.276628971955867, "segm/AP-sports ball": 49.98807985298494, "segm/AP-stop sign": 66.67356221170635, "segm/AP-suitcase": 42.54311568958527, "segm/AP-surfboard": 33.50274033402926, "segm/AP-teddy bear": 46.52505252220249, "segm/AP-tennis racket": 55.51505655935078, "segm/AP-tie": 31.329226043265447, "segm/AP-toaster": 44.59569486360401, "segm/AP-toilet": 58.97878926248754, "segm/AP-toothbrush": 19.17483657890123, "segm/AP-traffic light": 27.644499742542177, "segm/AP-train": 60.45516006414131, "segm/AP-truck": 35.28657582749197, "segm/AP-tv": 57.51540385529766, "segm/AP-umbrella": 46.031037003239966, "segm/AP-vase": 39.087923544447214, "segm/AP-wine glass": 32.27276671574361, "segm/AP-zebra": 57.58727633056392, "segm/AP50": 60.5737692510713, "segm/AP75": 41.22633233748063, "segm/APl": 54.02770772968174, "segm/APm": 41.238492405383795, "segm/APs": 20.559425119802164, "time": 0.9854430346749723, "total_loss": 0.7351290447404608}
{"data_time": 0.02440671599470079, "eta_seconds": 159599.79537883773, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.28291980626432867, "fast_rcnn/fg_cls_accuracy": 0.6610805286507329, "iteration": 110019, "loss_box_reg": 0.21470735501497984, "loss_cls": 0.18586882622912526, "loss_mask": 0.23976975493133068, "loss_rpn_cls": 0.03664280753582716, "loss_rpn_loc": 0.06828646082431078, "lr": 0.0001, "mask_rcnn/accuracy": 0.907652755673749, "mask_rcnn/false_negative": 0.08686949945136277, "mask_rcnn/false_positive": 0.10399742528214354, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.974376121070236, "total_loss": 0.754296479630284}
{"data_time": 0.013212219811975956, "eta_seconds": 159579.84291035682, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33560295324036094, "fast_rcnn/fg_cls_accuracy": 0.6552643213541338, "iteration": 110039, "loss_box_reg": 0.21978642884641886, "loss_cls": 0.18897496815770864, "loss_mask": 0.25463384576141834, "loss_rpn_cls": 0.03461598593275994, "loss_rpn_loc": 0.07010382669977844, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913206620292773, "mask_rcnn/false_negative": 0.08736543645159703, "mask_rcnn/false_positive": 0.1158464698703193, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9942404655739665, "total_loss": 0.7735571975354105}
{"data_time": 0.018298494396731257, "eta_seconds": 159594.6860169014, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3652836380684482, "fast_rcnn/fg_cls_accuracy": 0.6016603503258308, "iteration": 110059, "loss_box_reg": 0.2203219048678875, "loss_cls": 0.18038076255470514, "loss_mask": 0.2483030091971159, "loss_rpn_cls": 0.044621594541240484, "loss_rpn_loc": 0.07792676438111812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933639641988183, "mask_rcnn/false_negative": 0.0912351709114337, "mask_rcnn/false_positive": 0.11346241071647842, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0022973949089646, "total_loss": 0.7888998659327626}
{"data_time": 0.015081677585840225, "eta_seconds": 159539.937973395, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.25504570549370986, "fast_rcnn/fg_cls_accuracy": 0.7040441176470589, "iteration": 110079, "loss_box_reg": 0.19809773564338684, "loss_cls": 0.16640175972133875, "loss_mask": 0.2319629918783903, "loss_rpn_cls": 0.03488716762512922, "loss_rpn_loc": 0.07274864346254617, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022842322242943, "mask_rcnn/false_negative": 0.0840474218415402, "mask_rcnn/false_positive": 0.1067940211910589, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9970694193616509, "total_loss": 0.6948571449611336}
{"data_time": 0.022759878542274237, "eta_seconds": 159450.63212129753, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3057770689349637, "fast_rcnn/fg_cls_accuracy": 0.6802828282828283, "iteration": 110099, "loss_box_reg": 0.210356205701828, "loss_cls": 0.19299477990716696, "loss_mask": 0.22727908566594124, "loss_rpn_cls": 0.03358579776249826, "loss_rpn_loc": 0.07160017197020352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917229618721025, "mask_rcnn/false_negative": 0.09221109255361133, "mask_rcnn/false_positive": 0.11862522928349298, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9826124445535243, "total_loss": 0.7575876257615164}
{"data_time": 0.01853250153362751, "eta_seconds": 159430.6883274112, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2851368645901428, "fast_rcnn/fg_cls_accuracy": 0.6814578819931183, "iteration": 110119, "loss_box_reg": 0.21931319870054722, "loss_cls": 0.17874534241855145, "loss_mask": 0.24303870275616646, "loss_rpn_cls": 0.03085129032842815, "loss_rpn_loc": 0.08609414007514715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814992011039291, "mask_rcnn/false_negative": 0.08437552898808615, "mask_rcnn/false_positive": 0.12980271993267467, "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": 1.0003585929516703, "total_loss": 0.7622549918014556}
{"data_time": 0.0170408901758492, "eta_seconds": 159626.80852554739, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30167799292496744, "fast_rcnn/fg_cls_accuracy": 0.6752445914289651, "iteration": 110139, "loss_box_reg": 0.2133730798959732, "loss_cls": 0.18335664179176092, "loss_mask": 0.2410852052271366, "loss_rpn_cls": 0.037416252424009144, "loss_rpn_loc": 0.08017288381233811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926456304843271, "mask_rcnn/false_negative": 0.10210569755421389, "mask_rcnn/false_positive": 0.11033108581727066, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0369376784656197, "total_loss": 0.7819721057312563}
{"data_time": 0.01720923511311412, "eta_seconds": 159780.90724166483, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33271843032030857, "fast_rcnn/fg_cls_accuracy": 0.6278880226789512, "iteration": 110159, "loss_box_reg": 0.22391466237604618, "loss_cls": 0.18103240430355072, "loss_mask": 0.24148616567254066, "loss_rpn_cls": 0.03095951199065894, "loss_rpn_loc": 0.07481395336799324, "lr": 0.0001, "mask_rcnn/accuracy": 0.88962710865251, "mask_rcnn/false_negative": 0.09267750751800835, "mask_rcnn/false_positive": 0.1215948033040157, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0208776304498315, "total_loss": 0.740337478928268}
{"data_time": 0.020984591217711568, "eta_seconds": 159744.52244881075, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.31538719570634466, "fast_rcnn/fg_cls_accuracy": 0.6657204934118306, "iteration": 110179, "loss_box_reg": 0.19079044740647078, "loss_cls": 0.1720354137942195, "loss_mask": 0.23179247602820396, "loss_rpn_cls": 0.03510725079104304, "loss_rpn_loc": 0.05768883420387283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981275036539815, "mask_rcnn/false_negative": 0.08259980187944375, "mask_rcnn/false_positive": 0.11032436887500113, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9859743742272258, "total_loss": 0.686661590822041}
{"data_time": 0.013537675142288208, "eta_seconds": 159740.9220296424, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32634897360703813, "fast_rcnn/fg_cls_accuracy": 0.6248291424887169, "iteration": 110199, "loss_box_reg": 0.20716959983110428, "loss_cls": 0.1764652580022812, "loss_mask": 0.23622804507613182, "loss_rpn_cls": 0.02971712837461382, "loss_rpn_loc": 0.06814022664912045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900560213361254, "mask_rcnn/false_negative": 0.09208063083116934, "mask_rcnn/false_positive": 0.129894732965109, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0007451691199094, "total_loss": 0.7113936780078802}
{"data_time": 0.013859420316293836, "eta_seconds": 159720.92942363117, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.331087574580547, "fast_rcnn/fg_cls_accuracy": 0.6282194653153941, "iteration": 110219, "loss_box_reg": 0.22091863164678216, "loss_cls": 0.16979002486914396, "loss_mask": 0.22113858349621296, "loss_rpn_cls": 0.03587123745819554, "loss_rpn_loc": 0.06827130354940891, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112939536962112, "mask_rcnn/false_negative": 0.07546547448234059, "mask_rcnn/false_positive": 0.09444280982854834, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9997639509383589, "total_loss": 0.7285433206707239}
{"data_time": 0.013449015095829964, "eta_seconds": 159717.81362799928, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.33431898548957445, "fast_rcnn/fg_cls_accuracy": 0.6395304808784551, "iteration": 110239, "loss_box_reg": 0.22536934353411198, "loss_cls": 0.1716816183179617, "loss_mask": 0.24478886928409338, "loss_rpn_cls": 0.036267658113501966, "loss_rpn_loc": 0.08308883290737867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885553805462272, "mask_rcnn/false_negative": 0.08274760709853075, "mask_rcnn/false_positive": 0.12528936156014756, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0046935810241848, "total_loss": 0.75165468105115}
{"data_time": 0.01737199490889907, "eta_seconds": 159550.5057082791, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2985559088500265, "fast_rcnn/fg_cls_accuracy": 0.6730791500202652, "iteration": 110259, "loss_box_reg": 0.20975977554917336, "loss_cls": 0.182224091142416, "loss_mask": 0.23704605177044868, "loss_rpn_cls": 0.035013353219255805, "loss_rpn_loc": 0.07296260190196335, "lr": 0.0001, "mask_rcnn/accuracy": 0.900597565942661, "mask_rcnn/false_negative": 0.08067299291503383, "mask_rcnn/false_positive": 0.11284435371322271, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9567076084204018, "total_loss": 0.7628505903994665}
{"data_time": 0.019870856311172247, "eta_seconds": 159660.9516055975, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.34399809463321684, "fast_rcnn/fg_cls_accuracy": 0.6339280608451994, "iteration": 110279, "loss_box_reg": 0.22001074813306332, "loss_cls": 0.17789059597998857, "loss_mask": 0.23776138573884964, "loss_rpn_cls": 0.030025120824575424, "loss_rpn_loc": 0.06293495662976056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952396653207626, "mask_rcnn/false_negative": 0.08265344141765771, "mask_rcnn/false_positive": 0.12149826933555646, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0077751528006047, "total_loss": 0.7430731182685122}
{"data_time": 0.017135555623099208, "eta_seconds": 159624.57912073005, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2844115048591342, "fast_rcnn/fg_cls_accuracy": 0.6812985599049834, "iteration": 110299, "loss_box_reg": 0.2178153693675995, "loss_cls": 0.17483585234731436, "loss_mask": 0.23803730867803097, "loss_rpn_cls": 0.03348792204633355, "loss_rpn_loc": 0.08086296520195901, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064577473278299, "mask_rcnn/false_negative": 0.08370973212631211, "mask_rcnn/false_positive": 0.09481923267078982, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0045830789022148, "total_loss": 0.7791829938068986}
{"data_time": 0.014920852845534682, "eta_seconds": 159231.25038854778, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23800350930729325, "fast_rcnn/fg_cls_accuracy": 0.7157358962693358, "iteration": 110319, "loss_box_reg": 0.21779494173824787, "loss_cls": 0.17559835221618414, "loss_mask": 0.22873598337173462, "loss_rpn_cls": 0.029453065362758934, "loss_rpn_loc": 0.08353450847789645, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057319223103011, "mask_rcnn/false_negative": 0.08693030790365022, "mask_rcnn/false_positive": 0.1163222374785401, "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": 0.9655304152984172, "total_loss": 0.7465403459209483}
{"data_time": 0.017259325832128525, "eta_seconds": 159256.7369203968, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.30895522388059704, "fast_rcnn/fg_cls_accuracy": 0.6452229592776857, "iteration": 110339, "loss_box_reg": 0.20978687889873981, "loss_cls": 0.17136988323181868, "loss_mask": 0.23115400224924088, "loss_rpn_cls": 0.0353081165230833, "loss_rpn_loc": 0.07358284736983478, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038424588459949, "mask_rcnn/false_negative": 0.07614636647286727, "mask_rcnn/false_positive": 0.11259093196491965, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0268106821458787, "total_loss": 0.7176037398166955}
{"data_time": 0.02032533916644752, "eta_seconds": 159220.53752098233, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.295648761771887, "fast_rcnn/fg_cls_accuracy": 0.6619680851063829, "iteration": 110359, "loss_box_reg": 0.214353634044528, "loss_cls": 0.17328044399619102, "loss_mask": 0.2371799387037754, "loss_rpn_cls": 0.02899634395726025, "loss_rpn_loc": 0.0680943951010704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974544787119775, "mask_rcnn/false_negative": 0.0893749282707568, "mask_rcnn/false_positive": 0.11022416994732884, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9972933016251773, "total_loss": 0.7329820466693491}
{"data_time": 0.01981002907268703, "eta_seconds": 159078.72538760304, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3141047719571135, "fast_rcnn/fg_cls_accuracy": 0.6425964546402503, "iteration": 110379, "loss_box_reg": 0.21259278431534767, "loss_cls": 0.18313687853515148, "loss_mask": 0.23472592793405056, "loss_rpn_cls": 0.03947178437374532, "loss_rpn_loc": 0.08199137830524705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930156031810169, "mask_rcnn/false_negative": 0.08582280828190586, "mask_rcnn/false_positive": 0.12913110275022038, "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": 0.9980969983153045, "total_loss": 0.7483852077275515}
{"data_time": 0.016491459915414453, "eta_seconds": 159046.20284596458, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2949082858950032, "fast_rcnn/fg_cls_accuracy": 0.6986280580343592, "iteration": 110399, "loss_box_reg": 0.23076580464839935, "loss_cls": 0.17475876491516829, "loss_mask": 0.2457380685955286, "loss_rpn_cls": 0.03319642203859985, "loss_rpn_loc": 0.06700388318859041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935922596333337, "mask_rcnn/false_negative": 0.09843454911914802, "mask_rcnn/false_positive": 0.11052621261542225, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9915666193701327, "total_loss": 0.735272228717804}
{"data_time": 0.015897315461188555, "eta_seconds": 159116.6410241183, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.28711770439868406, "fast_rcnn/fg_cls_accuracy": 0.6588385354141657, "iteration": 110419, "loss_box_reg": 0.2200519535690546, "loss_cls": 0.1835554614663124, "loss_mask": 0.2375187762081623, "loss_rpn_cls": 0.03695356799289584, "loss_rpn_loc": 0.08538083592429757, "lr": 0.0001, "mask_rcnn/accuracy": 0.902772738145176, "mask_rcnn/false_negative": 0.09002911395044998, "mask_rcnn/false_positive": 0.09895167415263587, "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": 1.0253498908132315, "total_loss": 0.7917111228452995}
{"data_time": 0.022847089916467667, "eta_seconds": 159072.4719828274, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3118473332993734, "fast_rcnn/fg_cls_accuracy": 0.6692229553043408, "iteration": 110439, "loss_box_reg": 0.22658294159919024, "loss_cls": 0.18602046556770802, "loss_mask": 0.2578020226210356, "loss_rpn_cls": 0.0370229696854949, "loss_rpn_loc": 0.08547180518507957, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903031471209173, "mask_rcnn/false_negative": 0.09187507029847444, "mask_rcnn/false_positive": 0.12689046201239412, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.0187396272085607, "total_loss": 0.799061382189393}
{"data_time": 0.01437072572298348, "eta_seconds": 159052.53309187945, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.34568323453412375, "fast_rcnn/fg_cls_accuracy": 0.6237843881637111, "iteration": 110459, "loss_box_reg": 0.2115517035126686, "loss_cls": 0.1785680241882801, "loss_mask": 0.22919033281505108, "loss_rpn_cls": 0.03129253908991814, "loss_rpn_loc": 0.07290883967652917, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030751528026237, "mask_rcnn/false_negative": 0.08647608084469643, "mask_rcnn/false_positive": 0.10314902573816424, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0177081774454564, "total_loss": 0.748334261472337}
{"data_time": 0.013202117523178458, "eta_seconds": 159172.41623550653, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3780186690755796, "fast_rcnn/fg_cls_accuracy": 0.5786795626576955, "iteration": 110479, "loss_box_reg": 0.2183887530118227, "loss_cls": 0.18119617365300655, "loss_mask": 0.22615255787968636, "loss_rpn_cls": 0.0324833212653175, "loss_rpn_loc": 0.07029557460919023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845408492821754, "mask_rcnn/false_negative": 0.10225078253688036, "mask_rcnn/false_positive": 0.11794751913783469, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.01522342604585, "total_loss": 0.732444929657504}
{"data_time": 0.016938917338848114, "eta_seconds": 159036.8733133655, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.36664718650859907, "fast_rcnn/fg_cls_accuracy": 0.6244185330088414, "iteration": 110499, "loss_box_reg": 0.21953026950359344, "loss_cls": 0.1799996942281723, "loss_mask": 0.24398495256900787, "loss_rpn_cls": 0.03194119408726692, "loss_rpn_loc": 0.06430234457366168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991482708634504, "mask_rcnn/false_negative": 0.09405172143629, "mask_rcnn/false_positive": 0.12070455990116256, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9831768374424428, "total_loss": 0.7582608313532546}
{"data_time": 0.01795067568309605, "eta_seconds": 159026.29157764837, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.31023917611767915, "fast_rcnn/fg_cls_accuracy": 0.670147884283247, "iteration": 110519, "loss_box_reg": 0.20005931332707405, "loss_cls": 0.16552447341382504, "loss_mask": 0.24403625540435314, "loss_rpn_cls": 0.028854833741206676, "loss_rpn_loc": 0.05743994645308703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995460754363931, "mask_rcnn/false_negative": 0.08954102010661982, "mask_rcnn/false_positive": 0.11094506936131023, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0264902533963323, "total_loss": 0.6819078761909623}
{"data_time": 0.015065415063872933, "eta_seconds": 158945.46945172828, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28812084508022695, "fast_rcnn/fg_cls_accuracy": 0.6759162577007414, "iteration": 110539, "loss_box_reg": 0.21461483277380466, "loss_cls": 0.1858967673033476, "loss_mask": 0.24439740646630526, "loss_rpn_cls": 0.040996659197844565, "loss_rpn_loc": 0.09018822817597538, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990042086134007, "mask_rcnn/false_negative": 0.07551625441169216, "mask_rcnn/false_positive": 0.11294776914497438, "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": 0.9868300915695727, "total_loss": 0.8188370976131409}
{"data_time": 0.022217876510694623, "eta_seconds": 158899.33577120304, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3192308717320044, "fast_rcnn/fg_cls_accuracy": 0.6512005969671935, "iteration": 110559, "loss_box_reg": 0.2152441181242466, "loss_cls": 0.18922857008874416, "loss_mask": 0.23233046010136604, "loss_rpn_cls": 0.040323821594938636, "loss_rpn_loc": 0.07832955790217966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957178653597377, "mask_rcnn/false_negative": 0.0878140836625105, "mask_rcnn/false_positive": 0.10376321600390787, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9839985631406307, "total_loss": 0.7777193230576813}
{"data_time": 0.019665428902953863, "eta_seconds": 158647.9819299979, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.33149542267838, "fast_rcnn/fg_cls_accuracy": 0.6493810018442754, "iteration": 110579, "loss_box_reg": 0.24512629583477974, "loss_cls": 0.19566884450614452, "loss_mask": 0.24863074906170368, "loss_rpn_cls": 0.04431145638227463, "loss_rpn_loc": 0.0870274641783908, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908194512203883, "mask_rcnn/false_negative": 0.10068036201089911, "mask_rcnn/false_positive": 0.1252208172458451, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9822519146837294, "total_loss": 0.8131824342999607}
{"data_time": 0.01418548496440053, "eta_seconds": 158731.0824002605, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2976328390485017, "fast_rcnn/fg_cls_accuracy": 0.6885527793374508, "iteration": 110599, "loss_box_reg": 0.2265466209501028, "loss_cls": 0.19108953792601824, "loss_mask": 0.2478082999587059, "loss_rpn_cls": 0.03722687880508602, "loss_rpn_loc": 0.07929460145533085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960372628941307, "mask_rcnn/false_negative": 0.09411405000465001, "mask_rcnn/false_positive": 0.10071890275690043, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0118295019492507, "total_loss": 0.7893420248292387}
{"data_time": 0.021035245154052973, "eta_seconds": 158562.4342303304, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.33091052512959207, "fast_rcnn/fg_cls_accuracy": 0.6422984909827015, "iteration": 110619, "loss_box_reg": 0.19190585985779762, "loss_cls": 0.1650196174159646, "loss_mask": 0.23566631227731705, "loss_rpn_cls": 0.031970952870324254, "loss_rpn_loc": 0.07395978202112019, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101361444958027, "mask_rcnn/false_negative": 0.07790162186678383, "mask_rcnn/false_positive": 0.10766380084343033, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.989282900467515, "total_loss": 0.7331588866654783}
{"data_time": 0.014137438964098692, "eta_seconds": 158489.40579503775, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2651651905755815, "fast_rcnn/fg_cls_accuracy": 0.6844601836563251, "iteration": 110639, "loss_box_reg": 0.21097344998270273, "loss_cls": 0.17710086051374674, "loss_mask": 0.22917533479630947, "loss_rpn_cls": 0.02960684197023511, "loss_rpn_loc": 0.06336733815260231, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963487568316256, "mask_rcnn/false_negative": 0.07837026025324335, "mask_rcnn/false_positive": 0.11297175129533649, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9891674208920449, "total_loss": 0.7232061453687493}
{"data_time": 0.01638057385571301, "eta_seconds": 158744.13320075255, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3223983937478616, "fast_rcnn/fg_cls_accuracy": 0.6497303735987737, "iteration": 110659, "loss_box_reg": 0.20800001546740532, "loss_cls": 0.1845562383532524, "loss_mask": 0.23250439576804638, "loss_rpn_cls": 0.03281049756333232, "loss_rpn_loc": 0.064864048268646, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929488365439633, "mask_rcnn/false_negative": 0.07919128749765089, "mask_rcnn/false_positive": 0.12260382002990466, "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": 1.004995186580345, "total_loss": 0.7343993028043769}
{"data_time": 0.022983075585216284, "eta_seconds": 158434.7823689226, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2946543560606061, "fast_rcnn/fg_cls_accuracy": 0.6730872636135794, "iteration": 110679, "loss_box_reg": 0.20990844443440437, "loss_cls": 0.17931924480944872, "loss_mask": 0.24170523323118687, "loss_rpn_cls": 0.029156848089769483, "loss_rpn_loc": 0.06850239122286439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903134735884062, "mask_rcnn/false_negative": 0.08582904383518383, "mask_rcnn/false_positive": 0.13235823112787604, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9600246183108538, "total_loss": 0.7187947015627287}
{"data_time": 0.024354527238756418, "eta_seconds": 158561.5588748362, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3070193228550504, "fast_rcnn/fg_cls_accuracy": 0.6798999216253693, "iteration": 110699, "loss_box_reg": 0.23473005555570126, "loss_cls": 0.1881879959255457, "loss_mask": 0.24459921196103096, "loss_rpn_cls": 0.032410912215709686, "loss_rpn_loc": 0.07464516500476748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929824001707056, "mask_rcnn/false_negative": 0.08533170858250841, "mask_rcnn/false_positive": 0.11751138575370705, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0068214752245694, "total_loss": 0.7846612517023459}
{"data_time": 0.02691850229166448, "eta_seconds": 158766.050258819, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.32177717690056307, "fast_rcnn/fg_cls_accuracy": 0.6533246414602347, "iteration": 110719, "loss_box_reg": 0.21602808311581612, "loss_cls": 0.1767883598804474, "loss_mask": 0.2441196609288454, "loss_rpn_cls": 0.039504022570326924, "loss_rpn_loc": 0.07409553043544292, "lr": 0.0001, "mask_rcnn/accuracy": 0.898386435333685, "mask_rcnn/false_negative": 0.10078817830780223, "mask_rcnn/false_positive": 0.09995150614303022, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0218523300718516, "total_loss": 0.7552698003128171}
{"data_time": 0.013509921496734023, "eta_seconds": 158674.66783977114, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.33270315918774707, "fast_rcnn/fg_cls_accuracy": 0.6313935075217736, "iteration": 110739, "loss_box_reg": 0.21570612117648125, "loss_cls": 0.19181764870882034, "loss_mask": 0.23584606312215328, "loss_rpn_cls": 0.034508647629991174, "loss_rpn_loc": 0.06887907022610307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984299137342555, "mask_rcnn/false_negative": 0.09159785950560095, "mask_rcnn/false_positive": 0.11112727572595782, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9948034642729908, "total_loss": 0.7760892818914726}
{"data_time": 0.017916470067575574, "eta_seconds": 158608.75626582652, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.24771814006888634, "fast_rcnn/fg_cls_accuracy": 0.70799436795995, "iteration": 110759, "loss_box_reg": 0.23722225055098534, "loss_cls": 0.1972827259451151, "loss_mask": 0.23786777444183826, "loss_rpn_cls": 0.0322912666015327, "loss_rpn_loc": 0.08179757330799475, "lr": 0.0001, "mask_rcnn/accuracy": 0.892953717362877, "mask_rcnn/false_negative": 0.08632101958861892, "mask_rcnn/false_positive": 0.1263897387792565, "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": 0.9983109773602337, "total_loss": 0.802828387444606}
{"data_time": 0.016874797409400344, "eta_seconds": 158680.08179560304, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3212644915832167, "fast_rcnn/fg_cls_accuracy": 0.6379492600422834, "iteration": 110779, "loss_box_reg": 0.21584024000912905, "loss_cls": 0.17680471949279308, "loss_mask": 0.2483726516366005, "loss_rpn_cls": 0.038745622150599957, "loss_rpn_loc": 0.07954976567998528, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829323563953142, "mask_rcnn/false_negative": 0.09265065268581543, "mask_rcnn/false_positive": 0.12793889913691214, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9899557244498283, "total_loss": 0.7714440958807245}
{"data_time": 0.015003299107775092, "eta_seconds": 158704.04674634337, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3209749634502924, "fast_rcnn/fg_cls_accuracy": 0.6655482104700854, "iteration": 110799, "loss_box_reg": 0.2193547049537301, "loss_cls": 0.18529839254915714, "loss_mask": 0.2495079580694437, "loss_rpn_cls": 0.0342608027276583, "loss_rpn_loc": 0.06720453745219857, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979424479936902, "mask_rcnn/false_negative": 0.09185787008769661, "mask_rcnn/false_positive": 0.10703060217102897, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9806730800773948, "total_loss": 0.7490082774311304}
{"data_time": 0.018903712276369333, "eta_seconds": 158792.14002226945, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.32180099685325125, "fast_rcnn/fg_cls_accuracy": 0.6343795058168243, "iteration": 110819, "loss_box_reg": 0.20524498261511326, "loss_cls": 0.1852790955454111, "loss_mask": 0.23793120682239532, "loss_rpn_cls": 0.038074573036283255, "loss_rpn_loc": 0.08222749177366495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972733749519464, "mask_rcnn/false_negative": 0.08448077520773727, "mask_rcnn/false_positive": 0.10753833108588956, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0356968638952821, "total_loss": 0.7779539823532104}
{"data_time": 0.015521668130531907, "eta_seconds": 158664.17135771364, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3385050661872855, "fast_rcnn/fg_cls_accuracy": 0.6124503968253968, "iteration": 110839, "loss_box_reg": 0.20013627083972096, "loss_cls": 0.17838917765766382, "loss_mask": 0.2449419777840376, "loss_rpn_cls": 0.04102598410099745, "loss_rpn_loc": 0.08458875329233706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967290599275424, "mask_rcnn/false_negative": 0.08885335182699985, "mask_rcnn/false_positive": 0.1151140338628803, "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": 0.9775187619961798, "total_loss": 0.7608482775394805}
{"data_time": 0.017945805797353387, "eta_seconds": 158644.23366339877, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.34326378580460715, "fast_rcnn/fg_cls_accuracy": 0.6478188174494603, "iteration": 110859, "loss_box_reg": 0.20728496462106705, "loss_cls": 0.17011841852217913, "loss_mask": 0.24135299026966095, "loss_rpn_cls": 0.03461930179037154, "loss_rpn_loc": 0.057210376602597535, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919220307537499, "mask_rcnn/false_negative": 0.09459083265143889, "mask_rcnn/false_positive": 0.10999098010147121, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9818749388214201, "total_loss": 0.7068634550087154}
{"data_time": 0.01933923061005771, "eta_seconds": 158600.47635728493, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.36248588805127646, "fast_rcnn/fg_cls_accuracy": 0.6138739258689239, "iteration": 110879, "loss_box_reg": 0.22724070493131876, "loss_cls": 0.19769566878676414, "loss_mask": 0.24911235086619854, "loss_rpn_cls": 0.03278667060658336, "loss_rpn_loc": 0.08789789164438844, "lr": 0.0001, "mask_rcnn/accuracy": 0.88851880470685, "mask_rcnn/false_negative": 0.09108778215162491, "mask_rcnn/false_positive": 0.12972803339917227, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9804035720881075, "total_loss": 0.7965645916410722}
{"data_time": 0.01619417406618595, "eta_seconds": 158515.2558916714, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.26548220621438556, "fast_rcnn/fg_cls_accuracy": 0.6933109322497459, "iteration": 110899, "loss_box_reg": 0.2016383893787861, "loss_cls": 0.1652483968064189, "loss_mask": 0.24179684184491634, "loss_rpn_cls": 0.03353293729014695, "loss_rpn_loc": 0.08338705054484308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928989877493398, "mask_rcnn/false_negative": 0.08927517725897938, "mask_rcnn/false_positive": 0.11357148289660232, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9738241350278258, "total_loss": 0.7280910291010514}
{"data_time": 0.018958358094096184, "eta_seconds": 158540.55653840303, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.25270544935179085, "fast_rcnn/fg_cls_accuracy": 0.725200060395591, "iteration": 110919, "loss_box_reg": 0.20440263859927654, "loss_cls": 0.1542915254831314, "loss_mask": 0.22693611681461334, "loss_rpn_cls": 0.03031844401266426, "loss_rpn_loc": 0.08436012707534246, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005851451352899, "mask_rcnn/false_negative": 0.08442515703050528, "mask_rcnn/false_positive": 0.11397017091720997, "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": 1.0245767659507692, "total_loss": 0.7359424636233598}
{"data_time": 0.01723545673303306, "eta_seconds": 158594.7857689485, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.303301278789729, "fast_rcnn/fg_cls_accuracy": 0.6826968252902879, "iteration": 110939, "loss_box_reg": 0.21392056439071894, "loss_cls": 0.17566776741296053, "loss_mask": 0.2411135509610176, "loss_rpn_cls": 0.031777416239492595, "loss_rpn_loc": 0.07382759579923004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942825536228345, "mask_rcnn/false_negative": 0.0988368345810916, "mask_rcnn/false_positive": 0.11200097740102649, "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": 1.0055289643350989, "total_loss": 0.7647614320740104}
{"data_time": 0.026460065972059965, "eta_seconds": 158409.54908639193, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.33253842077371487, "fast_rcnn/fg_cls_accuracy": 0.6349690135121406, "iteration": 110959, "loss_box_reg": 0.19847105350345373, "loss_cls": 0.15386231523007154, "loss_mask": 0.2332206480205059, "loss_rpn_cls": 0.032819651532918215, "loss_rpn_loc": 0.0661614848067984, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069194504724967, "mask_rcnn/false_negative": 0.0768068686170279, "mask_rcnn/false_positive": 0.1042703534513092, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9685358903370798, "total_loss": 0.6864304657792673}
{"data_time": 0.01936737634241581, "eta_seconds": 158534.12192723248, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2606900452488688, "fast_rcnn/fg_cls_accuracy": 0.7141779788838613, "iteration": 110979, "loss_box_reg": 0.20924059208482504, "loss_cls": 0.16542219929397106, "loss_mask": 0.2313007451593876, "loss_rpn_cls": 0.03137550689280033, "loss_rpn_loc": 0.07435352599713951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996262181841772, "mask_rcnn/false_negative": 0.08924226563233861, "mask_rcnn/false_positive": 0.09666272292542422, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0257844624575227, "total_loss": 0.7181225091335364}
{"data_time": 0.013652498833835125, "eta_seconds": 158658.8676595129, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27060851895752835, "fast_rcnn/fg_cls_accuracy": 0.6890496757601486, "iteration": 110999, "loss_box_reg": 0.21758903190493584, "loss_cls": 0.182384941726923, "loss_mask": 0.23743788339197636, "loss_rpn_cls": 0.0332044122624211, "loss_rpn_loc": 0.07570807659067214, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985787940044301, "mask_rcnn/false_negative": 0.086798440090172, "mask_rcnn/false_positive": 0.10645932384269648, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0137146052438766, "total_loss": 0.7628233444411308}
{"data_time": 0.025959794875234365, "eta_seconds": 158682.63162365183, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3160493827160494, "fast_rcnn/fg_cls_accuracy": 0.6747662884464426, "iteration": 111019, "loss_box_reg": 0.20938276313245296, "loss_cls": 0.17426085658371449, "loss_mask": 0.23130966164171696, "loss_rpn_cls": 0.039829484187066555, "loss_rpn_loc": 0.07376332907006145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999800216370981, "mask_rcnn/false_negative": 0.09136992832449853, "mask_rcnn/false_positive": 0.11090491159207401, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0064208752010018, "total_loss": 0.7475116978748702}
{"data_time": 0.021046781912446022, "eta_seconds": 158662.66903318465, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29827637340590707, "fast_rcnn/fg_cls_accuracy": 0.6821413920415698, "iteration": 111039, "loss_box_reg": 0.19248458370566368, "loss_cls": 0.15489348955452442, "loss_mask": 0.23876127135008574, "loss_rpn_cls": 0.034691676031798124, "loss_rpn_loc": 0.061407143250107765, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013705020527203, "mask_rcnn/false_negative": 0.08990808752880777, "mask_rcnn/false_positive": 0.10143637138598288, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9875739100389183, "total_loss": 0.6904244002653286}
{"data_time": 0.014720455277711153, "eta_seconds": 158623.23512679432, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.30797413793103445, "fast_rcnn/fg_cls_accuracy": 0.6376502403846154, "iteration": 111059, "loss_box_reg": 0.2313801273703575, "loss_cls": 0.18991671316325665, "loss_mask": 0.24135484918951988, "loss_rpn_cls": 0.03385651938151568, "loss_rpn_loc": 0.07658076006919146, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071145063362553, "mask_rcnn/false_negative": 0.07803130614739817, "mask_rcnn/false_positive": 0.09907233008691199, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.976254036417231, "total_loss": 0.7799512792262249}
{"data_time": 0.020282087614759803, "eta_seconds": 158502.42935877293, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.33229166666666665, "fast_rcnn/fg_cls_accuracy": 0.6400094696969697, "iteration": 111079, "loss_box_reg": 0.2184143215417862, "loss_cls": 0.17600327916443348, "loss_mask": 0.2445315346121788, "loss_rpn_cls": 0.03905411250889301, "loss_rpn_loc": 0.08066898211836815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878139822803339, "mask_rcnn/false_negative": 0.09510494611848165, "mask_rcnn/false_positive": 0.11299906929234362, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9652499083895236, "total_loss": 0.7782213010359555}
{"data_time": 0.016500615514814854, "eta_seconds": 158512.82227376942, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28252921439315054, "fast_rcnn/fg_cls_accuracy": 0.6995740992009649, "iteration": 111099, "loss_box_reg": 0.21487982012331486, "loss_cls": 0.17447775695472956, "loss_mask": 0.23902227357029915, "loss_rpn_cls": 0.03375152125954628, "loss_rpn_loc": 0.07074594008736312, "lr": 0.0001, "mask_rcnn/accuracy": 0.898520236711593, "mask_rcnn/false_negative": 0.08101724573821749, "mask_rcnn/false_positive": 0.11632583557244935, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9811420578043908, "total_loss": 0.7313665321562439}
{"data_time": 0.015342012513428926, "eta_seconds": 158411.8871633336, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2837065637065637, "fast_rcnn/fg_cls_accuracy": 0.6625412541254125, "iteration": 111119, "loss_box_reg": 0.2227419950067997, "loss_cls": 0.17912162374705076, "loss_mask": 0.2468521110713482, "loss_rpn_cls": 0.03281706292182207, "loss_rpn_loc": 0.06902159668970853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948285781974481, "mask_rcnn/false_negative": 0.08122572345613158, "mask_rcnn/false_positive": 0.12029567105461467, "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": 0.9849882086273283, "total_loss": 0.7733168033882976}
{"data_time": 0.0162852481007576, "eta_seconds": 158017.39023143426, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.30209594430992737, "fast_rcnn/fg_cls_accuracy": 0.6789594125634965, "iteration": 111139, "loss_box_reg": 0.21042285859584808, "loss_cls": 0.1767176166176796, "loss_mask": 0.23029834032058716, "loss_rpn_cls": 0.028458729153499007, "loss_rpn_loc": 0.06637795642018318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946250646107827, "mask_rcnn/false_negative": 0.09485849327983006, "mask_rcnn/false_positive": 0.11759800604245829, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9723523010034114, "total_loss": 0.7138222147477791}
{"data_time": 0.01658575958572328, "eta_seconds": 157985.37438079715, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.35038699690402475, "fast_rcnn/fg_cls_accuracy": 0.5948326699100692, "iteration": 111159, "loss_box_reg": 0.22068449575453997, "loss_cls": 0.1843082094565034, "loss_mask": 0.24719865061342716, "loss_rpn_cls": 0.04352447343990207, "loss_rpn_loc": 0.09257530956529081, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833453274969699, "mask_rcnn/false_negative": 0.11334080733538242, "mask_rcnn/false_positive": 0.13669899127241608, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0236068905796856, "total_loss": 0.7948167431168258}
{"data_time": 0.01313690422102809, "eta_seconds": 157955.01066092402, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2656740091246079, "fast_rcnn/fg_cls_accuracy": 0.6688888888888889, "iteration": 111179, "loss_box_reg": 0.21837222948670387, "loss_cls": 0.1811618972569704, "loss_mask": 0.23568805120885372, "loss_rpn_cls": 0.03531970689073205, "loss_rpn_loc": 0.08349851705133915, "lr": 0.0001, "mask_rcnn/accuracy": 0.89780390507475, "mask_rcnn/false_negative": 0.08896526129052731, "mask_rcnn/false_positive": 0.10979931054406894, "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": 0.9685285780578852, "total_loss": 0.7492028216365725}
{"data_time": 0.014252709923312068, "eta_seconds": 157915.53535023704, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.32783882783882784, "fast_rcnn/fg_cls_accuracy": 0.5930285311019257, "iteration": 111199, "loss_box_reg": 0.20737344771623611, "loss_cls": 0.1787735028192401, "loss_mask": 0.24254064075648785, "loss_rpn_cls": 0.031830658204853535, "loss_rpn_loc": 0.07370030554011464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904690822636232, "mask_rcnn/false_negative": 0.09619337855390786, "mask_rcnn/false_positive": 0.11903564735722447, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9780553814489394, "total_loss": 0.7304211404407397}
{"data_time": 0.021626853616908193, "eta_seconds": 157875.80696700606, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3154497354497354, "fast_rcnn/fg_cls_accuracy": 0.665994623655914, "iteration": 111219, "loss_box_reg": 0.21847145818173885, "loss_cls": 0.17729431670159101, "loss_mask": 0.2306775152683258, "loss_rpn_cls": 0.031092568882741034, "loss_rpn_loc": 0.08185771881835535, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070096191342779, "mask_rcnn/false_negative": 0.09595009975688853, "mask_rcnn/false_positive": 0.09306702253364799, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9939559770282358, "total_loss": 0.7244876679033041}
{"data_time": 0.015584669774398208, "eta_seconds": 157797.32684726827, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3332290530756717, "fast_rcnn/fg_cls_accuracy": 0.6513058559477658, "iteration": 111239, "loss_box_reg": 0.2172352895140648, "loss_cls": 0.18189275357872248, "loss_mask": 0.23565296083688736, "loss_rpn_cls": 0.03425252856686711, "loss_rpn_loc": 0.07922096434049308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929670810532675, "mask_rcnn/false_negative": 0.09844036306129478, "mask_rcnn/false_positive": 0.12102499767544059, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9928310334216803, "total_loss": 0.772029293468222}
{"data_time": 0.014751113951206207, "eta_seconds": 157855.8695308352, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2921710802858344, "fast_rcnn/fg_cls_accuracy": 0.6781924072476273, "iteration": 111259, "loss_box_reg": 0.20978417247533798, "loss_cls": 0.17398144863545895, "loss_mask": 0.24404052458703518, "loss_rpn_cls": 0.03614297218155116, "loss_rpn_loc": 0.07564985903445631, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048984848781392, "mask_rcnn/false_negative": 0.09117324573212054, "mask_rcnn/false_positive": 0.10157478053256402, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.0001549555454403, "total_loss": 0.7478260991629213}
{"data_time": 0.025506372563540936, "eta_seconds": 157783.93348693848, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.324252779162878, "fast_rcnn/fg_cls_accuracy": 0.664319248826291, "iteration": 111279, "loss_box_reg": 0.20265406090766191, "loss_cls": 0.1613718569278717, "loss_mask": 0.23379941284656525, "loss_rpn_cls": 0.029731527087278664, "loss_rpn_loc": 0.07466292078606784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888612365215598, "mask_rcnn/false_negative": 0.10201108034385875, "mask_rcnn/false_positive": 0.10408759393873976, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9814080586656928, "total_loss": 0.7035980079090223}
{"data_time": 0.017277032835409045, "eta_seconds": 157764.05143886805, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2657936507936508, "fast_rcnn/fg_cls_accuracy": 0.7180962481771178, "iteration": 111299, "loss_box_reg": 0.19920815899968147, "loss_cls": 0.16761048790067434, "loss_mask": 0.2384144701063633, "loss_rpn_cls": 0.031243870966136456, "loss_rpn_loc": 0.06730023468844593, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047804300291544, "mask_rcnn/false_negative": 0.0779334437291509, "mask_rcnn/false_positive": 0.11016061791984937, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.007596518844366, "total_loss": 0.6984086734009907}
{"data_time": 0.022540218895301223, "eta_seconds": 157821.64239654317, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2775126080691642, "fast_rcnn/fg_cls_accuracy": 0.6840507925072046, "iteration": 111319, "loss_box_reg": 0.22962468024343252, "loss_cls": 0.17928922269493341, "loss_mask": 0.22309620305895805, "loss_rpn_cls": 0.03160158800892532, "loss_rpn_loc": 0.07913902564905584, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061215723110277, "mask_rcnn/false_negative": 0.07693971254374846, "mask_rcnn/false_positive": 0.11562998503869756, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0016634713392705, "total_loss": 0.7523219105787575}
{"data_time": 0.01630298257805407, "eta_seconds": 157724.28734272718, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.293732208750659, "fast_rcnn/fg_cls_accuracy": 0.6662611911249514, "iteration": 111339, "loss_box_reg": 0.23031173460185528, "loss_cls": 0.1828668713569641, "loss_mask": 0.23905980587005615, "loss_rpn_cls": 0.03978550131432712, "loss_rpn_loc": 0.08661780366674066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928445301565602, "mask_rcnn/false_negative": 0.10075986023094977, "mask_rcnn/false_positive": 0.10559223931228298, "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": 0.9806558175478131, "total_loss": 0.7773669587331824}
{"data_time": 0.016006777994334698, "eta_seconds": 157645.72396723554, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2677205882352941, "fast_rcnn/fg_cls_accuracy": 0.6763318917924181, "iteration": 111359, "loss_box_reg": 0.21108356676995754, "loss_cls": 0.1692645102739334, "loss_mask": 0.25035692751407623, "loss_rpn_cls": 0.03352767857722938, "loss_rpn_loc": 0.07469189766561612, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945162714767435, "mask_rcnn/false_negative": 0.09023068960559147, "mask_rcnn/false_positive": 0.11820107041205305, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9720281318295747, "total_loss": 0.7514560265699401}
{"data_time": 0.016362299444153905, "eta_seconds": 157528.20221248083, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3122931605074462, "fast_rcnn/fg_cls_accuracy": 0.6718979654985688, "iteration": 111379, "loss_box_reg": 0.2274519670754671, "loss_cls": 0.17066974099725485, "loss_mask": 0.2295972052961588, "loss_rpn_cls": 0.034963524143677205, "loss_rpn_loc": 0.07466925540938973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975242909168597, "mask_rcnn/false_negative": 0.07997483072250602, "mask_rcnn/false_positive": 0.11313414529097038, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9769320138730109, "total_loss": 0.7524890807690099}
{"data_time": 0.015379508025944233, "eta_seconds": 157483.604105236, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30924103256524593, "fast_rcnn/fg_cls_accuracy": 0.6721756705545496, "iteration": 111399, "loss_box_reg": 0.22017239779233932, "loss_cls": 0.1724922927096486, "loss_mask": 0.22814163006842136, "loss_rpn_cls": 0.036492446495685726, "loss_rpn_loc": 0.07705128705129027, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916680646477279, "mask_rcnn/false_negative": 0.09771260322392447, "mask_rcnn/false_positive": 0.11498973976814567, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9914148806128651, "total_loss": 0.7704686497454531}
{"data_time": 0.02528934390284121, "eta_seconds": 157437.50853960402, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3082568307993759, "fast_rcnn/fg_cls_accuracy": 0.652810186385504, "iteration": 111419, "loss_box_reg": 0.231485640630126, "loss_cls": 0.19488797709345818, "loss_mask": 0.24966765195131302, "loss_rpn_cls": 0.03752772987354547, "loss_rpn_loc": 0.07265397976152599, "lr": 0.0001, "mask_rcnn/accuracy": 0.892635501510021, "mask_rcnn/false_negative": 0.09000408502563344, "mask_rcnn/false_positive": 0.12996351236964893, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0057632175739855, "total_loss": 0.7874430649681017}
{"data_time": 0.015622217673808336, "eta_seconds": 157383.86753745377, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.32447219744275946, "fast_rcnn/fg_cls_accuracy": 0.6504666959878806, "iteration": 111439, "loss_box_reg": 0.2314437124878168, "loss_cls": 0.18578348774462938, "loss_mask": 0.2494442891329527, "loss_rpn_cls": 0.03022422280628234, "loss_rpn_loc": 0.0736542969243601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997879361963643, "mask_rcnn/false_negative": 0.09549566286220734, "mask_rcnn/false_positive": 0.10013454639198438, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9985187710262835, "total_loss": 0.7561817317036912}
{"data_time": 0.015188297256827354, "eta_seconds": 157304.48844610248, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33376903841782224, "fast_rcnn/fg_cls_accuracy": 0.578856198699499, "iteration": 111459, "loss_box_reg": 0.23182175308465958, "loss_cls": 0.18285928666591644, "loss_mask": 0.24084238894283772, "loss_rpn_cls": 0.03177528118249029, "loss_rpn_loc": 0.07142380508594215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842323303195152, "mask_rcnn/false_negative": 0.09767739919881824, "mask_rcnn/false_positive": 0.13325139612641107, "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": 0.9980036264751107, "total_loss": 0.7638501427136362}
{"data_time": 0.01855520368553698, "eta_seconds": 157284.64430727996, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3403234649122807, "fast_rcnn/fg_cls_accuracy": 0.6190395861448493, "iteration": 111479, "loss_box_reg": 0.23019204661250114, "loss_cls": 0.19250363390892744, "loss_mask": 0.24891545809805393, "loss_rpn_cls": 0.03797162522096187, "loss_rpn_loc": 0.08107794914394617, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886400943161148, "mask_rcnn/false_negative": 0.0999372813486362, "mask_rcnn/false_positive": 0.12397938223623702, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0065886245574802, "total_loss": 0.8152221557684243}
{"data_time": 0.015308135421946645, "eta_seconds": 157264.80016845744, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.31098167441629165, "fast_rcnn/fg_cls_accuracy": 0.6628034357065302, "iteration": 111499, "loss_box_reg": 0.1998473023995757, "loss_cls": 0.15641917660832405, "loss_mask": 0.25615973956882954, "loss_rpn_cls": 0.04257949837483466, "loss_rpn_loc": 0.0848573800176382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960023849837242, "mask_rcnn/false_negative": 0.09831637679642476, "mask_rcnn/false_positive": 0.11541541586000378, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9698562633711845, "total_loss": 0.7388778905151412}
{"data_time": 0.0238026964943856, "eta_seconds": 157194.14068192244, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33697429906542054, "fast_rcnn/fg_cls_accuracy": 0.6453083576573924, "iteration": 111519, "loss_box_reg": 0.22361087426543236, "loss_cls": 0.18503866251558065, "loss_mask": 0.24933977983891964, "loss_rpn_cls": 0.03630518156569451, "loss_rpn_loc": 0.0717392135411501, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014911127494476, "mask_rcnn/false_negative": 0.08792324773536467, "mask_rcnn/false_positive": 0.11080400251214187, "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": 1.0005939998663962, "total_loss": 0.7769972765818238}
{"data_time": 0.024773458717390895, "eta_seconds": 157274.0809416538, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30702090546290667, "fast_rcnn/fg_cls_accuracy": 0.6718816157168261, "iteration": 111539, "loss_box_reg": 0.21056222543120384, "loss_cls": 0.17010371014475822, "loss_mask": 0.24182015657424927, "loss_rpn_cls": 0.028844092623330653, "loss_rpn_loc": 0.05763964797370136, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011276489521488, "mask_rcnn/false_negative": 0.09360909261781496, "mask_rcnn/false_positive": 0.09779677024208291, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0045898160897195, "total_loss": 0.7032219880493358}
{"data_time": 0.017246071947738528, "eta_seconds": 157349.4411710091, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.29132791327913277, "fast_rcnn/fg_cls_accuracy": 0.6548219792542753, "iteration": 111559, "loss_box_reg": 0.21940959431231022, "loss_cls": 0.18110388331115246, "loss_mask": 0.23586174100637436, "loss_rpn_cls": 0.03456645202822983, "loss_rpn_loc": 0.09097803104668856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951813967985979, "mask_rcnn/false_negative": 0.09979627463139498, "mask_rcnn/false_positive": 0.10694182687195616, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9994326268788427, "total_loss": 0.7588018288952298}
{"data_time": 0.018067352706566453, "eta_seconds": 157392.6863171067, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27965440505004835, "fast_rcnn/fg_cls_accuracy": 0.6997386137515513, "iteration": 111579, "loss_box_reg": 0.2171511733904481, "loss_cls": 0.17869179276749492, "loss_mask": 0.23280347883701324, "loss_rpn_cls": 0.029852490755729377, "loss_rpn_loc": 0.06299877678975463, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989397922791402, "mask_rcnn/false_negative": 0.09168238197498285, "mask_rcnn/false_positive": 0.10239268302146534, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0092587613034993, "total_loss": 0.7331583965569735}
{"data_time": 0.016272325534373522, "eta_seconds": 157296.175570786, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3539029983861378, "fast_rcnn/fg_cls_accuracy": 0.6292466927438141, "iteration": 111599, "loss_box_reg": 0.22002193424850702, "loss_cls": 0.18238211516290903, "loss_mask": 0.23885880410671234, "loss_rpn_cls": 0.03974460414610803, "loss_rpn_loc": 0.08256423100829124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858151162647914, "mask_rcnn/false_negative": 0.10659141660115526, "mask_rcnn/false_positive": 0.11283888065380858, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9887664371635765, "total_loss": 0.7614429260138422}
{"data_time": 0.02220639167353511, "eta_seconds": 157387.35351696145, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2992688340514428, "fast_rcnn/fg_cls_accuracy": 0.6717948717948719, "iteration": 111619, "loss_box_reg": 0.2061098888516426, "loss_cls": 0.19140580669045448, "loss_mask": 0.24314757622778416, "loss_rpn_cls": 0.03564558899961412, "loss_rpn_loc": 0.08022199565311894, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970049075250939, "mask_rcnn/false_negative": 0.08735671203929676, "mask_rcnn/false_positive": 0.1129973000542224, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0094328066334128, "total_loss": 0.7716180465649813}
{"data_time": 0.017905258107930422, "eta_seconds": 157474.3191809673, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.29363875693927777, "fast_rcnn/fg_cls_accuracy": 0.6607212898164778, "iteration": 111639, "loss_box_reg": 0.1931141521781683, "loss_cls": 0.16413266863673925, "loss_mask": 0.2396460622549057, "loss_rpn_cls": 0.0331648550927639, "loss_rpn_loc": 0.08741960139013827, "lr": 0.0001, "mask_rcnn/accuracy": 0.894272336421006, "mask_rcnn/false_negative": 0.09112108640854397, "mask_rcnn/false_positive": 0.12034954944493075, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.028943337034434, "total_loss": 0.7168342450167984}
{"data_time": 0.02160370326600969, "eta_seconds": 157347.60421691928, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2437684673081294, "fast_rcnn/fg_cls_accuracy": 0.7275599554659525, "iteration": 111659, "loss_box_reg": 0.19897981267422438, "loss_cls": 0.16325311083346605, "loss_mask": 0.2327253483235836, "loss_rpn_cls": 0.0315004310104996, "loss_rpn_loc": 0.07115135283675045, "lr": 0.0001, "mask_rcnn/accuracy": 0.9123503535272377, "mask_rcnn/false_negative": 0.08611958768155925, "mask_rcnn/false_positive": 0.10136800083970574, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9837797002401203, "total_loss": 0.6996857710182667}
{"data_time": 0.015444004442542791, "eta_seconds": 157420.69618426263, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2716616555581254, "fast_rcnn/fg_cls_accuracy": 0.6971235991335818, "iteration": 111679, "loss_box_reg": 0.20650967210531235, "loss_cls": 0.161358836106956, "loss_mask": 0.2358770426362753, "loss_rpn_cls": 0.03361953387502581, "loss_rpn_loc": 0.0631653240416199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956519613414633, "mask_rcnn/false_negative": 0.08412725371420049, "mask_rcnn/false_positive": 0.1145138173533313, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9603079732041806, "total_loss": 0.7078146321000531}
{"data_time": 0.014881836250424385, "eta_seconds": 157273.46448679455, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.32125205233670173, "fast_rcnn/fg_cls_accuracy": 0.6631240117461035, "iteration": 111699, "loss_box_reg": 0.23210066743195057, "loss_cls": 0.18540686834603548, "loss_mask": 0.2418919801712036, "loss_rpn_cls": 0.032326933927834034, "loss_rpn_loc": 0.07739217020571232, "lr": 0.0001, "mask_rcnn/accuracy": 0.8788186103589459, "mask_rcnn/false_negative": 0.09695371404669918, "mask_rcnn/false_positive": 0.14979362978560387, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.985860213637352, "total_loss": 0.7739481249591336}
{"data_time": 0.019087992375716567, "eta_seconds": 157151.3375212066, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2730287122348404, "fast_rcnn/fg_cls_accuracy": 0.7055016181229774, "iteration": 111719, "loss_box_reg": 0.20101690664887428, "loss_cls": 0.15416383557021618, "loss_mask": 0.22845599800348282, "loss_rpn_cls": 0.03415905882138759, "loss_rpn_loc": 0.061650234274566174, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032691853699903, "mask_rcnn/false_negative": 0.08758978234078697, "mask_rcnn/false_positive": 0.11476172127937517, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9700711739715189, "total_loss": 0.6671246221521869}
{"data_time": 0.018974153324961662, "eta_seconds": 157200.5671409145, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30503770423125265, "fast_rcnn/fg_cls_accuracy": 0.6906904976211907, "iteration": 111739, "loss_box_reg": 0.23293987847864628, "loss_cls": 0.1975782783702016, "loss_mask": 0.24316028878092766, "loss_rpn_cls": 0.03681427810806781, "loss_rpn_loc": 0.08430646918714046, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018236692933765, "mask_rcnn/false_negative": 0.07981329621700356, "mask_rcnn/false_positive": 0.12517270308701198, "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": 1.0128055848181248, "total_loss": 0.7959395761135966}
{"data_time": 0.01543303090147674, "eta_seconds": 157213.85357163846, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28095959595959596, "fast_rcnn/fg_cls_accuracy": 0.7007223942208463, "iteration": 111759, "loss_box_reg": 0.22048334684222937, "loss_cls": 0.17487826570868492, "loss_mask": 0.23938294686377048, "loss_rpn_cls": 0.03338501346297562, "loss_rpn_loc": 0.07259806687943637, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926473549946294, "mask_rcnn/false_negative": 0.10247034749509006, "mask_rcnn/false_positive": 0.1242208639904425, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.018459395505488, "total_loss": 0.7455127175198868}
{"data_time": 0.015069683082401752, "eta_seconds": 157321.26421345398, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2920935770089771, "fast_rcnn/fg_cls_accuracy": 0.6671756565281388, "iteration": 111779, "loss_box_reg": 0.21916259825229645, "loss_cls": 0.1687928782775998, "loss_mask": 0.2294265776872635, "loss_rpn_cls": 0.03543378273025155, "loss_rpn_loc": 0.07698960439302027, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002377332629135, "mask_rcnn/false_negative": 0.09025487670443216, "mask_rcnn/false_positive": 0.10990246935745715, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.0194892333820462, "total_loss": 0.7520501404069364}
{"data_time": 0.013523379573598504, "eta_seconds": 157329.0358099155, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.29156416507628324, "fast_rcnn/fg_cls_accuracy": 0.6684678264514776, "iteration": 111799, "loss_box_reg": 0.21525120735168457, "loss_cls": 0.18216575775295496, "loss_mask": 0.22770406119525433, "loss_rpn_cls": 0.036020194995217025, "loss_rpn_loc": 0.07023916323669255, "lr": 0.0001, "mask_rcnn/accuracy": 0.910330533909663, "mask_rcnn/false_negative": 0.087911667078652, "mask_rcnn/false_positive": 0.08942792390296359, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.009489809628576, "total_loss": 0.7799464154522866}
{"data_time": 0.01377276936545968, "eta_seconds": 157149.22162781004, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2970286670851643, "fast_rcnn/fg_cls_accuracy": 0.6558124698255052, "iteration": 111819, "loss_box_reg": 0.21723198890686035, "loss_cls": 0.19144376274198294, "loss_mask": 0.2522196341305971, "loss_rpn_cls": 0.03367238852661103, "loss_rpn_loc": 0.07411055685952306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876863209993201, "mask_rcnn/false_negative": 0.09660365254438287, "mask_rcnn/false_positive": 0.1261855708753617, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9558614450506866, "total_loss": 0.7593248356133699}
{"data_time": 0.01491017616353929, "eta_seconds": 157228.89383241534, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3570910809959029, "fast_rcnn/fg_cls_accuracy": 0.5977316114542393, "iteration": 111839, "loss_box_reg": 0.21730279177427292, "loss_cls": 0.18235519528388977, "loss_mask": 0.24931889027357101, "loss_rpn_cls": 0.03738966933451593, "loss_rpn_loc": 0.08285394823178649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865301359875786, "mask_rcnn/false_negative": 0.10393802402580399, "mask_rcnn/false_positive": 0.11691905923856671, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 0.9977949245367199, "total_loss": 0.7758514413435478}
{"data_time": 0.020515376003459096, "eta_seconds": 157241.71863680705, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34308122568093385, "fast_rcnn/fg_cls_accuracy": 0.6279504276727403, "iteration": 111859, "loss_box_reg": 0.21412787772715092, "loss_cls": 0.18310213834047318, "loss_mask": 0.24752318300306797, "loss_rpn_cls": 0.034117456525564194, "loss_rpn_loc": 0.0736199903767556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926828525617719, "mask_rcnn/false_negative": 0.11061746694304239, "mask_rcnn/false_positive": 0.11735296399582049, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9926306526176631, "total_loss": 0.7582307127304375}
{"data_time": 0.01693606097251177, "eta_seconds": 157368.67242832668, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3504983388704319, "fast_rcnn/fg_cls_accuracy": 0.6206831330663106, "iteration": 111879, "loss_box_reg": 0.23486409336328506, "loss_cls": 0.1857856884598732, "loss_mask": 0.2352841766551137, "loss_rpn_cls": 0.033041099668480456, "loss_rpn_loc": 0.06893048877827823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962490356652673, "mask_rcnn/false_negative": 0.09738484560240793, "mask_rcnn/false_positive": 0.10065010352998469, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0455214565154165, "total_loss": 0.773776997346431}
{"data_time": 0.014673403929919004, "eta_seconds": 157441.14281020593, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.27738882719327895, "fast_rcnn/fg_cls_accuracy": 0.6887241884344873, "iteration": 111899, "loss_box_reg": 0.23974016029387712, "loss_cls": 0.1911302274093032, "loss_mask": 0.23968486487865448, "loss_rpn_cls": 0.033660468412563205, "loss_rpn_loc": 0.08391254488378763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952341422822132, "mask_rcnn/false_negative": 0.09387294082482721, "mask_rcnn/false_positive": 0.1212809852732882, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.017406093655154, "total_loss": 0.8140593580901623}
{"data_time": 0.014807278057560325, "eta_seconds": 157346.2591919303, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2647630147630148, "fast_rcnn/fg_cls_accuracy": 0.7119192688499618, "iteration": 111919, "loss_box_reg": 0.22040623240172863, "loss_cls": 0.1627958631142974, "loss_mask": 0.24753989465534687, "loss_rpn_cls": 0.029349188320338726, "loss_rpn_loc": 0.07204743032343686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960007718828671, "mask_rcnn/false_negative": 0.08004612038699258, "mask_rcnn/false_positive": 0.13642145019585683, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9943608420435339, "total_loss": 0.7348842215724289}
{"data_time": 0.01882504392415285, "eta_seconds": 157326.35202351026, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2698790104135316, "fast_rcnn/fg_cls_accuracy": 0.6954229771567233, "iteration": 111939, "loss_box_reg": 0.22391489520668983, "loss_cls": 0.18487511947751045, "loss_mask": 0.24958299100399017, "loss_rpn_cls": 0.035326222801813856, "loss_rpn_loc": 0.07050081575289369, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922048513081122, "mask_rcnn/false_negative": 0.09115419957823614, "mask_rcnn/false_positive": 0.11776666701384175, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0025304406881332, "total_loss": 0.7877393608214334}
{"data_time": 0.014934375882148743, "eta_seconds": 157381.39285088517, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2929101720158714, "fast_rcnn/fg_cls_accuracy": 0.6670109191055255, "iteration": 111959, "loss_box_reg": 0.21874776668846607, "loss_cls": 0.17870055884122849, "loss_mask": 0.23372200690209866, "loss_rpn_cls": 0.034412188455462456, "loss_rpn_loc": 0.05861791118513793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939853511498057, "mask_rcnn/false_negative": 0.08990831988343942, "mask_rcnn/false_positive": 0.12779236244854406, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9781611098442227, "total_loss": 0.7404548622434959}
{"data_time": 0.014804602367803454, "eta_seconds": 157290.59723114595, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22616643962245792, "fast_rcnn/fg_cls_accuracy": 0.7521898391463608, "iteration": 111979, "loss_box_reg": 0.217547370120883, "loss_cls": 0.17439502477645874, "loss_mask": 0.23448436707258224, "loss_rpn_cls": 0.03353597584646195, "loss_rpn_loc": 0.07035346352495253, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069070469301372, "mask_rcnn/false_negative": 0.08432687247327245, "mask_rcnn/false_positive": 0.09580081511324791, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.006829849909991, "total_loss": 0.7341152568696998}
{"data_time": 0.016558708855882287, "eta_seconds": 157172.31244500726, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.28175763276304755, "fast_rcnn/fg_cls_accuracy": 0.6749796140255504, "iteration": 111999, "loss_box_reg": 0.2124930713325739, "loss_cls": 0.1715754270553589, "loss_mask": 0.24538693204522133, "loss_rpn_cls": 0.033707864582538605, "loss_rpn_loc": 0.06458515394479036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963382899063079, "mask_rcnn/false_negative": 0.07760505007982813, "mask_rcnn/false_positive": 0.1163212797627104, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9840856231749058, "total_loss": 0.722027445823187}
{"data_time": 0.018323417520150542, "eta_seconds": 157157.127483082, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32493933541326203, "fast_rcnn/fg_cls_accuracy": 0.6473837947675896, "iteration": 112019, "loss_box_reg": 0.22203107550740242, "loss_cls": 0.17298879008740187, "loss_mask": 0.24796033836901188, "loss_rpn_cls": 0.030444216215983033, "loss_rpn_loc": 0.06526486342772841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932699533301693, "mask_rcnn/false_negative": 0.0982537090919729, "mask_rcnn/false_positive": 0.1265130714952716, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0199034293182194, "total_loss": 0.7615030996967107}
{"data_time": 0.01875244895927608, "eta_seconds": 157226.5093799308, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2823289836278165, "fast_rcnn/fg_cls_accuracy": 0.6861239119303635, "iteration": 112039, "loss_box_reg": 0.2080122008919716, "loss_cls": 0.16580985859036446, "loss_mask": 0.2443605624139309, "loss_rpn_cls": 0.031804213649593294, "loss_rpn_loc": 0.07379242114257067, "lr": 0.0001, "mask_rcnn/accuracy": 0.892811928876028, "mask_rcnn/false_negative": 0.09506623850447798, "mask_rcnn/false_positive": 0.10501191411328722, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0253830056171864, "total_loss": 0.7052102918969467}
{"data_time": 0.014873476466163993, "eta_seconds": 157210.96650226042, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2513780744036584, "fast_rcnn/fg_cls_accuracy": 0.7276213857064922, "iteration": 112059, "loss_box_reg": 0.24005830101668835, "loss_cls": 0.19311927445232868, "loss_mask": 0.23439957946538925, "loss_rpn_cls": 0.031950584962032735, "loss_rpn_loc": 0.08056201040744781, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042466175933392, "mask_rcnn/false_negative": 0.07485405214034446, "mask_rcnn/false_positive": 0.11280816660163023, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9953081039711833, "total_loss": 0.7841277213883586}
{"data_time": 0.014402434462681413, "eta_seconds": 157368.70553892106, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2686542193669277, "fast_rcnn/fg_cls_accuracy": 0.6673033022172999, "iteration": 112079, "loss_box_reg": 0.2225980907678604, "loss_cls": 0.172306215390563, "loss_mask": 0.22128470055758953, "loss_rpn_cls": 0.02225612261099741, "loss_rpn_loc": 0.06309912633150816, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046502969007579, "mask_rcnn/false_negative": 0.07709499212080273, "mask_rcnn/false_positive": 0.11879810880691646, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9955082053784281, "total_loss": 0.7186296001309529}
{"data_time": 0.026199931977316737, "eta_seconds": 157352.3401021026, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29143621766280103, "fast_rcnn/fg_cls_accuracy": 0.6693062887839214, "iteration": 112099, "loss_box_reg": 0.23169809207320213, "loss_cls": 0.19148108549416065, "loss_mask": 0.24482843279838562, "loss_rpn_cls": 0.03291692561469972, "loss_rpn_loc": 0.0612622257322073, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922793698548259, "mask_rcnn/false_negative": 0.09893289830852173, "mask_rcnn/false_positive": 0.11827429649739885, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.995081462431699, "total_loss": 0.7930262383306399}
{"data_time": 0.01347186928614974, "eta_seconds": 157405.86859753355, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2934173669467787, "fast_rcnn/fg_cls_accuracy": 0.6644815023297996, "iteration": 112119, "loss_box_reg": 0.20716768223792315, "loss_cls": 0.1722953012213111, "loss_mask": 0.24662624299526215, "loss_rpn_cls": 0.027402724022977054, "loss_rpn_loc": 0.0669206134043634, "lr": 0.0001, "mask_rcnn/accuracy": 0.889880609722935, "mask_rcnn/false_negative": 0.09881142142413478, "mask_rcnn/false_positive": 0.11092512623206378, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9810132128186524, "total_loss": 0.7298758839024231}
{"data_time": 0.013045442290604115, "eta_seconds": 157471.66945553385, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2535566583953681, "fast_rcnn/fg_cls_accuracy": 0.7069597069597069, "iteration": 112139, "loss_box_reg": 0.23294846527278423, "loss_cls": 0.18058903887867928, "loss_mask": 0.23700573481619358, "loss_rpn_cls": 0.033061255351640284, "loss_rpn_loc": 0.07634191773831844, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081817606117666, "mask_rcnn/false_negative": 0.07633905967104855, "mask_rcnn/false_positive": 0.10468255299107793, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9884690418839455, "total_loss": 0.7673976289224811}
{"data_time": 0.01882334565743804, "eta_seconds": 157451.71865489334, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3135833595965963, "fast_rcnn/fg_cls_accuracy": 0.6442890442890443, "iteration": 112159, "loss_box_reg": 0.23818828910589218, "loss_cls": 0.1910536317154765, "loss_mask": 0.2439916431903839, "loss_rpn_cls": 0.040343065513297915, "loss_rpn_loc": 0.0870735994540155, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911482817102478, "mask_rcnn/false_negative": 0.09965488577114483, "mask_rcnn/false_positive": 0.11459082349724486, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.0216842961963266, "total_loss": 0.8178801278118044}
{"data_time": 0.02470821188762784, "eta_seconds": 157515.989735662, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3002598429644693, "fast_rcnn/fg_cls_accuracy": 0.6746188594014682, "iteration": 112179, "loss_box_reg": 0.21057728677988052, "loss_cls": 0.1548138903453946, "loss_mask": 0.23185214586555958, "loss_rpn_cls": 0.02838514605537057, "loss_rpn_loc": 0.07047868461813778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984959837184068, "mask_rcnn/false_negative": 0.08785772542790227, "mask_rcnn/false_positive": 0.12111896030020752, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0075459673535079, "total_loss": 0.7515650497516617}
{"data_time": 0.015825657406821847, "eta_seconds": 157578.43814827502, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3088826611429268, "fast_rcnn/fg_cls_accuracy": 0.6565558271821771, "iteration": 112199, "loss_box_reg": 0.2262242306023836, "loss_cls": 0.179304214194417, "loss_mask": 0.24053901620209217, "loss_rpn_cls": 0.03806437714956701, "loss_rpn_loc": 0.08029855391941965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948594425126172, "mask_rcnn/false_negative": 0.09914772488690082, "mask_rcnn/false_positive": 0.11683550807628633, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0248320184182376, "total_loss": 0.7498771937098354}
{"data_time": 0.014960411237552762, "eta_seconds": 157547.280038381, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24874948325754442, "fast_rcnn/fg_cls_accuracy": 0.7182088339675888, "iteration": 112219, "loss_box_reg": 0.22255475725978613, "loss_cls": 0.17072431184351444, "loss_mask": 0.24262969382107258, "loss_rpn_cls": 0.03712816955521703, "loss_rpn_loc": 0.08290050679352134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995878786876903, "mask_rcnn/false_negative": 0.0766095945549556, "mask_rcnn/false_positive": 0.12818680857910864, "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": 0.9726435670163482, "total_loss": 0.7482442514738068}
{"data_time": 0.015370345674455166, "eta_seconds": 157600.87026163936, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2804938170165564, "fast_rcnn/fg_cls_accuracy": 0.6782219105501013, "iteration": 112239, "loss_box_reg": 0.21921342611312866, "loss_cls": 0.1790502369403839, "loss_mask": 0.24827378429472446, "loss_rpn_cls": 0.033379714004695415, "loss_rpn_loc": 0.08372348686680198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913810295475865, "mask_rcnn/false_negative": 0.0915794975271482, "mask_rcnn/false_positive": 0.11507972394191066, "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": 1.0082094450481236, "total_loss": 0.762511043692939}
{"data_time": 0.012646996881812811, "eta_seconds": 157649.28404522594, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2641327416554119, "fast_rcnn/fg_cls_accuracy": 0.7207987651939032, "iteration": 112259, "loss_box_reg": 0.2113332888111472, "loss_cls": 0.16148325614631176, "loss_mask": 0.22586377523839474, "loss_rpn_cls": 0.029700099083129317, "loss_rpn_loc": 0.07046187622472644, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043645089773884, "mask_rcnn/false_negative": 0.08615766673687164, "mask_rcnn/false_positive": 0.09862949361493802, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0066988503094763, "total_loss": 0.7095680314814672}
{"data_time": 0.014353371690958738, "eta_seconds": 157705.94940956682, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29955020737192595, "fast_rcnn/fg_cls_accuracy": 0.6565151410636683, "iteration": 112279, "loss_box_reg": 0.2271280437707901, "loss_cls": 0.18472477607429028, "loss_mask": 0.24590196087956429, "loss_rpn_cls": 0.03737591253593564, "loss_rpn_loc": 0.07204879773780704, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013578822925153, "mask_rcnn/false_negative": 0.08796611025149448, "mask_rcnn/false_positive": 0.12868284911992028, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0049322475679219, "total_loss": 0.7386556197889149}
{"data_time": 0.014366497518494725, "eta_seconds": 157689.2264194088, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.32164372359274906, "fast_rcnn/fg_cls_accuracy": 0.6474695407685098, "iteration": 112299, "loss_box_reg": 0.20643210411071777, "loss_cls": 0.16837017890065908, "loss_mask": 0.23888252675533295, "loss_rpn_cls": 0.03535461681894958, "loss_rpn_loc": 0.060307410603854805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977030523491105, "mask_rcnn/false_negative": 0.09426585243859123, "mask_rcnn/false_positive": 0.11246731873756735, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0090695689432323, "total_loss": 0.7690223702229559}
{"data_time": 0.017087634652853012, "eta_seconds": 157589.31855110452, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.3091596973317403, "fast_rcnn/fg_cls_accuracy": 0.6575814715349599, "iteration": 112319, "loss_box_reg": 0.19379965215921402, "loss_cls": 0.16789749125018716, "loss_mask": 0.2387358359992504, "loss_rpn_cls": 0.0366217705886811, "loss_rpn_loc": 0.07909752940759063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949637892834634, "mask_rcnn/false_negative": 0.09681608620442465, "mask_rcnn/false_positive": 0.12217515106556458, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9803052083589137, "total_loss": 0.7301094986032695}
{"data_time": 0.01453900383785367, "eta_seconds": 157528.24732514564, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.31587301587301586, "fast_rcnn/fg_cls_accuracy": 0.6420401493930905, "iteration": 112339, "loss_box_reg": 0.20657312124967575, "loss_cls": 0.17650414537638426, "loss_mask": 0.2347067929804325, "loss_rpn_cls": 0.031174151343293488, "loss_rpn_loc": 0.08209963515400887, "lr": 0.0001, "mask_rcnn/accuracy": 0.9091391825611967, "mask_rcnn/false_negative": 0.08522025421197096, "mask_rcnn/false_positive": 0.10230939228000374, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9719807568471879, "total_loss": 0.7473170892335474}
{"data_time": 0.016327409772202373, "eta_seconds": 157480.9913035296, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30994913048621786, "fast_rcnn/fg_cls_accuracy": 0.6483303303303303, "iteration": 112359, "loss_box_reg": 0.21348436549305916, "loss_cls": 0.1762800496071577, "loss_mask": 0.25766490772366524, "loss_rpn_cls": 0.029114347882568836, "loss_rpn_loc": 0.06911374954506755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852571395970529, "mask_rcnn/false_negative": 0.10251304391879922, "mask_rcnn/false_positive": 0.11944682550587751, "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": 0.9524001819081604, "total_loss": 0.7390421668533236}
{"data_time": 0.02485763397999108, "eta_seconds": 157529.3530569831, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2808072009291521, "fast_rcnn/fg_cls_accuracy": 0.6658124259717886, "iteration": 112379, "loss_box_reg": 0.23263512551784515, "loss_cls": 0.18561989068984985, "loss_mask": 0.24646691046655178, "loss_rpn_cls": 0.027791720582172275, "loss_rpn_loc": 0.06795985600911081, "lr": 0.0001, "mask_rcnn/accuracy": 0.9172078660755015, "mask_rcnn/false_negative": 0.08495619686291489, "mask_rcnn/false_positive": 0.0972011278970843, "roi_head/num_bg_samples": 460.625, "roi_head/num_fg_samples": 51.375, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9864783529192209, "total_loss": 0.7578880682121962}
{"data_time": 0.01842986000701785, "eta_seconds": 157585.96009984612, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.32030514854147063, "fast_rcnn/fg_cls_accuracy": 0.6536774628879892, "iteration": 112399, "loss_box_reg": 0.20988302864134312, "loss_cls": 0.17171649541705847, "loss_mask": 0.22526180930435658, "loss_rpn_cls": 0.031226316932588816, "loss_rpn_loc": 0.06859812932088971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914278608809554, "mask_rcnn/false_negative": 0.09644695297245232, "mask_rcnn/false_positive": 0.12260593992753396, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0035369915422052, "total_loss": 0.744216586346738}
{"data_time": 0.023524425690993667, "eta_seconds": 157560.8447668841, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2695967697502538, "fast_rcnn/fg_cls_accuracy": 0.6962235361434292, "iteration": 112419, "loss_box_reg": 0.21586486976593733, "loss_cls": 0.17776210559532046, "loss_mask": 0.24604151770472527, "loss_rpn_cls": 0.030869102221913636, "loss_rpn_loc": 0.06520049460232258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950962070288055, "mask_rcnn/false_negative": 0.0991793051254716, "mask_rcnn/false_positive": 0.11875978324176162, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9984898315742612, "total_loss": 0.714697531569982}
{"data_time": 0.0162667955737561, "eta_seconds": 157515.14337195083, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2923767304967116, "fast_rcnn/fg_cls_accuracy": 0.6735445122541897, "iteration": 112439, "loss_box_reg": 0.2237908747047186, "loss_cls": 0.17558782920241356, "loss_mask": 0.2395475171506405, "loss_rpn_cls": 0.035467930254526436, "loss_rpn_loc": 0.07966445665806532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990285574259353, "mask_rcnn/false_negative": 0.09210082116843242, "mask_rcnn/false_positive": 0.11599692289611586, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9946389745455235, "total_loss": 0.7789388451492414}
{"data_time": 0.021412876434624195, "eta_seconds": 157520.84962923545, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.267372723894463, "fast_rcnn/fg_cls_accuracy": 0.6919073995876699, "iteration": 112459, "loss_box_reg": 0.21126894373446703, "loss_cls": 0.17181544937193394, "loss_mask": 0.2389454673975706, "loss_rpn_cls": 0.03347649413626641, "loss_rpn_loc": 0.06061257503461093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919754979311312, "mask_rcnn/false_negative": 0.08513401162514077, "mask_rcnn/false_positive": 0.11891538169774823, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0085258465260267, "total_loss": 0.7478898800909519}
{"data_time": 0.01695801317691803, "eta_seconds": 157509.23871645704, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3103867050175775, "fast_rcnn/fg_cls_accuracy": 0.6494668419515045, "iteration": 112479, "loss_box_reg": 0.2208266220986843, "loss_cls": 0.17886765766888857, "loss_mask": 0.2387767732143402, "loss_rpn_cls": 0.03366095357341692, "loss_rpn_loc": 0.07760902307927608, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784199553968794, "mask_rcnn/false_negative": 0.09547392619148, "mask_rcnn/false_positive": 0.13428849039296797, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.032727594487369, "total_loss": 0.7427902321796864}
{"data_time": 0.020856033079326153, "eta_seconds": 157571.8202535063, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27944169561708254, "fast_rcnn/fg_cls_accuracy": 0.6909868063448139, "iteration": 112499, "loss_box_reg": 0.21003815345466137, "loss_cls": 0.16387034999206662, "loss_mask": 0.22921344637870789, "loss_rpn_cls": 0.030742040660697967, "loss_rpn_loc": 0.07800263538956642, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023330742646913, "mask_rcnn/false_negative": 0.0933922046469533, "mask_rcnn/false_positive": 0.12068777912738826, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0275738730560988, "total_loss": 0.7289362682495266}
{"data_time": 0.014728242065757513, "eta_seconds": 157579.43359246477, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27828137817883514, "fast_rcnn/fg_cls_accuracy": 0.6786257857327671, "iteration": 112519, "loss_box_reg": 0.2228372637182474, "loss_cls": 0.19663147907704115, "loss_mask": 0.25255611538887024, "loss_rpn_cls": 0.034306305926293135, "loss_rpn_loc": 0.06729128118604422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911914741175853, "mask_rcnn/false_negative": 0.08309822252513943, "mask_rcnn/false_positive": 0.1226221264899211, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0179903951939195, "total_loss": 0.7883533211424947}
{"data_time": 0.018519789911806583, "eta_seconds": 157578.18674646318, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30785572656028704, "fast_rcnn/fg_cls_accuracy": 0.6682464968981823, "iteration": 112539, "loss_box_reg": 0.21855319291353226, "loss_cls": 0.17766126804053783, "loss_mask": 0.24036742188036442, "loss_rpn_cls": 0.03390749800018966, "loss_rpn_loc": 0.07698925421573222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941677593991048, "mask_rcnn/false_negative": 0.09677560820025993, "mask_rcnn/false_positive": 0.12342729851511872, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.026186699513346, "total_loss": 0.7731691821245477}
{"data_time": 0.016275473404675722, "eta_seconds": 157558.17173480988, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.269289097314575, "fast_rcnn/fg_cls_accuracy": 0.7175191815856777, "iteration": 112559, "loss_box_reg": 0.21598668675869703, "loss_cls": 0.17769674211740494, "loss_mask": 0.2544524949043989, "loss_rpn_cls": 0.030915074865333736, "loss_rpn_loc": 0.09036002890206873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993039665361093, "mask_rcnn/false_negative": 0.0877390895021836, "mask_rcnn/false_positive": 0.11375095616998217, "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": 0.9986674669198692, "total_loss": 0.7982994643971324}
{"data_time": 0.014304101467132568, "eta_seconds": 157552.5614409009, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3592417500926956, "fast_rcnn/fg_cls_accuracy": 0.6143877551020408, "iteration": 112579, "loss_box_reg": 0.22552991844713688, "loss_cls": 0.18295412603765726, "loss_mask": 0.22897058725357056, "loss_rpn_cls": 0.031045375508256257, "loss_rpn_loc": 0.07417633384466171, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957081488830602, "mask_rcnn/false_negative": 0.09056478021197646, "mask_rcnn/false_positive": 0.11303376101316162, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0199220729991794, "total_loss": 0.7445327376481146}
{"data_time": 0.01563245989382267, "eta_seconds": 157685.05749180913, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.29131010594947027, "fast_rcnn/fg_cls_accuracy": 0.634867469879518, "iteration": 112599, "loss_box_reg": 0.22823710180819035, "loss_cls": 0.1996123045682907, "loss_mask": 0.23742946982383728, "loss_rpn_cls": 0.033832673681899905, "loss_rpn_loc": 0.07622418366372585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905176137107336, "mask_rcnn/false_negative": 0.086634799663823, "mask_rcnn/false_positive": 0.1237459617396645, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0145054729655385, "total_loss": 0.775513878557831}
{"data_time": 0.015573332319036126, "eta_seconds": 157512.52775739413, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30251611133964074, "fast_rcnn/fg_cls_accuracy": 0.6841259484800155, "iteration": 112619, "loss_box_reg": 0.19803762901574373, "loss_cls": 0.16938107926398516, "loss_mask": 0.2313177026808262, "loss_rpn_cls": 0.03161959024146199, "loss_rpn_loc": 0.0806138429325074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918347876689984, "mask_rcnn/false_negative": 0.09405926324402475, "mask_rcnn/false_positive": 0.12145277437515745, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9723947288002819, "total_loss": 0.7136928060208447}
{"data_time": 0.014288267120718956, "eta_seconds": 157478.11168819666, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2782580709051298, "fast_rcnn/fg_cls_accuracy": 0.6871212121212121, "iteration": 112639, "loss_box_reg": 0.20077330619096756, "loss_cls": 0.16463118977844715, "loss_mask": 0.2433620784431696, "loss_rpn_cls": 0.03691063728183508, "loss_rpn_loc": 0.063285400159657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991849230845252, "mask_rcnn/false_negative": 0.10188699877114726, "mask_rcnn/false_positive": 0.11149574228331324, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9974092973861843, "total_loss": 0.7179103700909764}
{"data_time": 0.01647639414295554, "eta_seconds": 157458.09667654335, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.31736726084147315, "fast_rcnn/fg_cls_accuracy": 0.6381744247553558, "iteration": 112659, "loss_box_reg": 0.22715997323393822, "loss_cls": 0.1889689452946186, "loss_mask": 0.24008040502667427, "loss_rpn_cls": 0.03317298798356205, "loss_rpn_loc": 0.0694238436408341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925807769228381, "mask_rcnn/false_negative": 0.08659981629952165, "mask_rcnn/false_positive": 0.1194560241154296, "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": 0.9978303371462971, "total_loss": 0.7616865615709685}
{"data_time": 0.013954554684460163, "eta_seconds": 157570.39674080908, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.23568364567532743, "fast_rcnn/fg_cls_accuracy": 0.7389231772793416, "iteration": 112679, "loss_box_reg": 0.2088568713515997, "loss_cls": 0.17074997164309025, "loss_mask": 0.23554776795208454, "loss_rpn_cls": 0.027409298112615943, "loss_rpn_loc": 0.08181400364264846, "lr": 0.0001, "mask_rcnn/accuracy": 0.901742002864702, "mask_rcnn/false_negative": 0.08625118335297055, "mask_rcnn/false_positive": 0.10635173378638249, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 234.375, "rpn/num_pos_anchors": 21.625, "time": 1.0120453333947808, "total_loss": 0.7378090060665272}
{"data_time": 0.020237679593265057, "eta_seconds": 157640.85664297454, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3234653248056183, "fast_rcnn/fg_cls_accuracy": 0.6539323132065067, "iteration": 112699, "loss_box_reg": 0.22754763811826706, "loss_cls": 0.18270346615463495, "loss_mask": 0.2495141215622425, "loss_rpn_cls": 0.030576561228372157, "loss_rpn_loc": 0.07081466633826494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952169304261092, "mask_rcnn/false_negative": 0.09901149460268392, "mask_rcnn/false_positive": 0.11240380367788039, "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": 1.0111096540931612, "total_loss": 0.7565150654991157}
{"data_time": 0.030503916088491678, "eta_seconds": 157729.80034917593, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.291223269484139, "fast_rcnn/fg_cls_accuracy": 0.6671662895927601, "iteration": 112719, "loss_box_reg": 0.19718586467206478, "loss_cls": 0.16472318023443222, "loss_mask": 0.235842177644372, "loss_rpn_cls": 0.03688616584986448, "loss_rpn_loc": 0.06458086764905602, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034575149229653, "mask_rcnn/false_negative": 0.08388248292723297, "mask_rcnn/false_positive": 0.10907896877840473, "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": 1.0111386706121266, "total_loss": 0.6922652419889346}
{"data_time": 0.019678181735798717, "eta_seconds": 157648.6093350174, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.33916244822825586, "fast_rcnn/fg_cls_accuracy": 0.632157725907726, "iteration": 112739, "loss_box_reg": 0.21589351631700993, "loss_cls": 0.19105306174606085, "loss_mask": 0.24588490463793278, "loss_rpn_cls": 0.035888304584659636, "loss_rpn_loc": 0.08744701836258173, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946632654176279, "mask_rcnn/false_negative": 0.08451605580113639, "mask_rcnn/false_positive": 0.1265045239174414, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9994499154854566, "total_loss": 0.7849193871952593}
{"data_time": 0.018191529670730233, "eta_seconds": 157541.44305391237, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34536764392096614, "fast_rcnn/fg_cls_accuracy": 0.6264727436721349, "iteration": 112759, "loss_box_reg": 0.22212484665215015, "loss_cls": 0.1676255795173347, "loss_mask": 0.23790725134313107, "loss_rpn_cls": 0.03230829618405551, "loss_rpn_loc": 0.0692304887343198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964814800628294, "mask_rcnn/false_negative": 0.10011257036557292, "mask_rcnn/false_positive": 0.11117745903748776, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.997833161149174, "total_loss": 0.739941427425947}
{"data_time": 0.015603943960741162, "eta_seconds": 157560.68328930996, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2737157223575761, "fast_rcnn/fg_cls_accuracy": 0.6801618337550573, "iteration": 112779, "loss_box_reg": 0.22645080648362637, "loss_cls": 0.19205898139625788, "loss_mask": 0.23725328594446182, "loss_rpn_cls": 0.03512122039683163, "loss_rpn_loc": 0.07258628588169813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966464158451299, "mask_rcnn/false_negative": 0.08984094282473748, "mask_rcnn/false_positive": 0.11310739846966095, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 1.0436547393910587, "total_loss": 0.7720377845689654}
{"data_time": 0.017038836609572172, "eta_seconds": 157501.36637035757, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.301444825377689, "fast_rcnn/fg_cls_accuracy": 0.6913350358232249, "iteration": 112799, "loss_box_reg": 0.23746312409639359, "loss_cls": 0.19946821220219135, "loss_mask": 0.2507405932992697, "loss_rpn_cls": 0.031234428635798395, "loss_rpn_loc": 0.07913698290940374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960450292502322, "mask_rcnn/false_negative": 0.08860240140640085, "mask_rcnn/false_positive": 0.12596435327981703, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.0064355658832937, "total_loss": 0.8033881688024849}
{"data_time": 0.02524294378235936, "eta_seconds": 157520.59661247768, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.31565816568984634, "fast_rcnn/fg_cls_accuracy": 0.663785046728972, "iteration": 112819, "loss_box_reg": 0.21963919699192047, "loss_cls": 0.17089844308793545, "loss_mask": 0.2352303396910429, "loss_rpn_cls": 0.03178449091501534, "loss_rpn_loc": 0.07533885492011905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872222452292605, "mask_rcnn/false_negative": 0.08953920553543111, "mask_rcnn/false_positive": 0.13325821076774735, "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": 0.9785654495935887, "total_loss": 0.7648235388332978}
{"data_time": 0.0185292586684227, "eta_seconds": 157461.28968680277, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32124641629575656, "fast_rcnn/fg_cls_accuracy": 0.6488636363636364, "iteration": 112839, "loss_box_reg": 0.22868914157152176, "loss_cls": 0.19552751816809177, "loss_mask": 0.24099189415574074, "loss_rpn_cls": 0.038503882475197315, "loss_rpn_loc": 0.08061921922490001, "lr": 0.0001, "mask_rcnn/accuracy": 0.898489325566279, "mask_rcnn/false_negative": 0.09443936857856156, "mask_rcnn/false_positive": 0.10456454561069231, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9897988380398601, "total_loss": 0.7982866580132395}
{"data_time": 0.015327490400522947, "eta_seconds": 157434.97828309424, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.35301694347288837, "fast_rcnn/fg_cls_accuracy": 0.6184034944559114, "iteration": 112859, "loss_box_reg": 0.21097109839320183, "loss_cls": 0.18519442109391093, "loss_mask": 0.24496783502399921, "loss_rpn_cls": 0.029455005773343146, "loss_rpn_loc": 0.07890907349064946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960640451416054, "mask_rcnn/false_negative": 0.10821016630828378, "mask_rcnn/false_positive": 0.11373714422763258, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9825839018449187, "total_loss": 0.7596451316494495}
{"data_time": 0.01424567960202694, "eta_seconds": 157219.2062868178, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3034686516767708, "fast_rcnn/fg_cls_accuracy": 0.6898810239153947, "iteration": 112879, "loss_box_reg": 0.21846930123865604, "loss_cls": 0.17981020268052816, "loss_mask": 0.246111074462533, "loss_rpn_cls": 0.03822248941287398, "loss_rpn_loc": 0.08701232308521867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942756466383204, "mask_rcnn/false_negative": 0.09014444678635616, "mask_rcnn/false_positive": 0.1206757055428239, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9886065982282162, "total_loss": 0.7588925890158862}
{"data_time": 0.016375447623431683, "eta_seconds": 157180.0353964558, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33169526956404466, "fast_rcnn/fg_cls_accuracy": 0.6205507975170896, "iteration": 112899, "loss_box_reg": 0.22197516821324825, "loss_cls": 0.18746276013553143, "loss_mask": 0.2333271410316229, "loss_rpn_cls": 0.031085941765923053, "loss_rpn_loc": 0.06419951096177101, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018602203353314, "mask_rcnn/false_negative": 0.08596433535310366, "mask_rcnn/false_positive": 0.10786282736303432, "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": 1.0223496523685753, "total_loss": 0.7075400067260489}
{"data_time": 0.012960680527612567, "eta_seconds": 157257.7859972231, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.287177033492823, "fast_rcnn/fg_cls_accuracy": 0.6423025235179931, "iteration": 112919, "loss_box_reg": 0.2213116753846407, "loss_cls": 0.19079798180609941, "loss_mask": 0.24176980927586555, "loss_rpn_cls": 0.036284056724980474, "loss_rpn_loc": 0.06845323275774717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971601677702761, "mask_rcnn/false_negative": 0.0978064947997162, "mask_rcnn/false_positive": 0.09883440717749556, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0102103287354112, "total_loss": 0.7695251504774205}
{"data_time": 0.016844836995005608, "eta_seconds": 157134.2036442971, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2981243395561818, "fast_rcnn/fg_cls_accuracy": 0.6505042590806814, "iteration": 112939, "loss_box_reg": 0.20466785691678524, "loss_cls": 0.1596777280792594, "loss_mask": 0.2462946865707636, "loss_rpn_cls": 0.03434201411437243, "loss_rpn_loc": 0.07691096980124712, "lr": 0.0001, "mask_rcnn/accuracy": 0.885336445269405, "mask_rcnn/false_negative": 0.1007662815930488, "mask_rcnn/false_positive": 0.12094946049184901, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9558242645580322, "total_loss": 0.7166872518137097}
{"data_time": 0.014006641926243901, "eta_seconds": 157262.41676915437, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33160448628544864, "fast_rcnn/fg_cls_accuracy": 0.6440394867809275, "iteration": 112959, "loss_box_reg": 0.20200518425554037, "loss_cls": 0.17972852941602468, "loss_mask": 0.23971430957317352, "loss_rpn_cls": 0.03599108872003853, "loss_rpn_loc": 0.07000753458123654, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930522455692804, "mask_rcnn/false_negative": 0.10240627951381968, "mask_rcnn/false_positive": 0.13048998070434104, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9980442957021296, "total_loss": 0.7311564096016809}
{"data_time": 0.017567471135407686, "eta_seconds": 157152.60514916852, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3164426853215513, "fast_rcnn/fg_cls_accuracy": 0.6581482543627655, "iteration": 112979, "loss_box_reg": 0.22330546379089355, "loss_cls": 0.17628273461014032, "loss_mask": 0.23789299465715885, "loss_rpn_cls": 0.036072658258490264, "loss_rpn_loc": 0.07775540743023157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939628702358136, "mask_rcnn/false_negative": 0.08915928647865053, "mask_rcnn/false_positive": 0.13753491774532764, "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": 0.9970675269141793, "total_loss": 0.7624864848330617}
{"data_time": 0.01706858235411346, "eta_seconds": 157387.96684215777, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2935642089340148, "fast_rcnn/fg_cls_accuracy": 0.6839244763797585, "iteration": 112999, "loss_box_reg": 0.189616359770298, "loss_cls": 0.1562820952385664, "loss_mask": 0.24075467884540558, "loss_rpn_cls": 0.03456705273129046, "loss_rpn_loc": 0.07500124350190163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950223061570841, "mask_rcnn/false_negative": 0.09788987073830528, "mask_rcnn/false_positive": 0.10976185058082516, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0132520829793066, "total_loss": 0.7024763831868768}
{"data_time": 0.01702697202563286, "eta_seconds": 157367.9174196301, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2889391318422304, "fast_rcnn/fg_cls_accuracy": 0.661810971847086, "iteration": 113019, "loss_box_reg": 0.22030138596892357, "loss_cls": 0.1897767372429371, "loss_mask": 0.24250182509422302, "loss_rpn_cls": 0.03679945017211139, "loss_rpn_loc": 0.07940732431598008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879638795369362, "mask_rcnn/false_negative": 0.09608026100184117, "mask_rcnn/false_positive": 0.12623569934685208, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0152248016092926, "total_loss": 0.7642766424687579}
{"data_time": 0.012084618909284472, "eta_seconds": 157243.29419966787, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3532339707536558, "fast_rcnn/fg_cls_accuracy": 0.6294117647058823, "iteration": 113039, "loss_box_reg": 0.23549950122833252, "loss_cls": 0.19007441960275173, "loss_mask": 0.24341167695820332, "loss_rpn_cls": 0.03542072663549334, "loss_rpn_loc": 0.07776812370866537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879072433637063, "mask_rcnn/false_negative": 0.10884560912732053, "mask_rcnn/false_positive": 0.11287912894182212, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9994542866479605, "total_loss": 0.8075803702231497}
{"data_time": 0.013633874012157321, "eta_seconds": 157189.79191776365, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3180457878198414, "fast_rcnn/fg_cls_accuracy": 0.6598810820624545, "iteration": 113059, "loss_box_reg": 0.21900494117289782, "loss_cls": 0.17614853382110596, "loss_mask": 0.24460635147988796, "loss_rpn_cls": 0.032414843095466495, "loss_rpn_loc": 0.06873430358245969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901985102731838, "mask_rcnn/false_negative": 0.08983767795619227, "mask_rcnn/false_positive": 0.12036322880236472, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9872360925655812, "total_loss": 0.7235330431722105}
{"data_time": 0.014995536534115672, "eta_seconds": 157320.25825236924, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29275491949910554, "fast_rcnn/fg_cls_accuracy": 0.6816610925306578, "iteration": 113079, "loss_box_reg": 0.22016536816954613, "loss_cls": 0.17152976244688034, "loss_mask": 0.24531902186572552, "loss_rpn_cls": 0.03837810305412859, "loss_rpn_loc": 0.09342479903716594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932041754588194, "mask_rcnn/false_negative": 0.09018784155265869, "mask_rcnn/false_positive": 0.12311813653196912, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0118507074657828, "total_loss": 0.7826318645384163}
{"data_time": 0.01652512839064002, "eta_seconds": 157300.20723806228, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.23293343653250775, "fast_rcnn/fg_cls_accuracy": 0.7386996904024767, "iteration": 113099, "loss_box_reg": 0.20819217897951603, "loss_cls": 0.1638107541948557, "loss_mask": 0.22901148721575737, "loss_rpn_cls": 0.03212158381938934, "loss_rpn_loc": 0.06860476534347981, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048596387690976, "mask_rcnn/false_negative": 0.07434921962000776, "mask_rcnn/false_positive": 0.11978692536543115, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.00331299751997, "total_loss": 0.7077162538189441}
{"data_time": 0.018745691748335958, "eta_seconds": 157293.36580296978, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3024310595065312, "fast_rcnn/fg_cls_accuracy": 0.6684164158285001, "iteration": 113119, "loss_box_reg": 0.21581213641911745, "loss_cls": 0.175006371922791, "loss_mask": 0.23527766950428486, "loss_rpn_cls": 0.02959132776595652, "loss_rpn_loc": 0.0590984063455835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981844088986946, "mask_rcnn/false_negative": 0.10006275649906982, "mask_rcnn/false_positive": 0.10638194808056017, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0157116339541972, "total_loss": 0.7189617606345564}
{"data_time": 0.01447713514789939, "eta_seconds": 157360.53976178635, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2776780735991079, "fast_rcnn/fg_cls_accuracy": 0.6865793780687397, "iteration": 113139, "loss_box_reg": 0.196626297198236, "loss_cls": 0.15721360221505165, "loss_mask": 0.23490072414278984, "loss_rpn_cls": 0.03668998752254993, "loss_rpn_loc": 0.06614686618559062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979934239847989, "mask_rcnn/false_negative": 0.07953224136133599, "mask_rcnn/false_positive": 0.106562979347984, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.011026727501303, "total_loss": 0.706492816680111}
{"data_time": 0.014142614556476474, "eta_seconds": 157252.26830813102, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2962132269251885, "fast_rcnn/fg_cls_accuracy": 0.6741326306543698, "iteration": 113159, "loss_box_reg": 0.21200618706643581, "loss_cls": 0.15550594870001078, "loss_mask": 0.23400934413075447, "loss_rpn_cls": 0.03927530057262629, "loss_rpn_loc": 0.07294527743943036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900686014818397, "mask_rcnn/false_negative": 0.10476633624363502, "mask_rcnn/false_positive": 0.11157141934602002, "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": 0.995081854518503, "total_loss": 0.7010163738159463}
{"data_time": 0.019129438558593392, "eta_seconds": 157232.21573629882, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.32125221532259157, "fast_rcnn/fg_cls_accuracy": 0.6715270720506322, "iteration": 113179, "loss_box_reg": 0.22950677201151848, "loss_cls": 0.1870235854294151, "loss_mask": 0.25094779022037983, "loss_rpn_cls": 0.03775187721475959, "loss_rpn_loc": 0.07889443961903453, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837879126748456, "mask_rcnn/false_negative": 0.09504189457673384, "mask_rcnn/false_positive": 0.11616661958159216, "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": 1.0323699589353055, "total_loss": 0.8174403160810471}
{"data_time": 0.014689557952806354, "eta_seconds": 157199.9521665275, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2718790218790219, "fast_rcnn/fg_cls_accuracy": 0.7055030528867738, "iteration": 113199, "loss_box_reg": 0.2309873988851905, "loss_cls": 0.1771460622549057, "loss_mask": 0.23475047387182713, "loss_rpn_cls": 0.035377484833588824, "loss_rpn_loc": 0.08511988577083685, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037942224516702, "mask_rcnn/false_negative": 0.0915402204238645, "mask_rcnn/false_positive": 0.10582336774635301, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.013519092462957, "total_loss": 0.7764202003309038}
{"data_time": 0.015268433606252074, "eta_seconds": 157198.6436777562, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2901142992009171, "fast_rcnn/fg_cls_accuracy": 0.6529925628615276, "iteration": 113219, "loss_box_reg": 0.20984422136098146, "loss_cls": 0.1713657220825553, "loss_mask": 0.2522356007248163, "loss_rpn_cls": 0.0378662352450192, "loss_rpn_loc": 0.08460716856643558, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032080100404268, "mask_rcnn/false_negative": 0.09087690608831228, "mask_rcnn/false_positive": 0.10323012239534027, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0138326031155884, "total_loss": 0.7811379521153867}
{"data_time": 0.01422696653753519, "eta_seconds": 157166.11748328432, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24831104855735397, "fast_rcnn/fg_cls_accuracy": 0.7128046850269072, "iteration": 113239, "loss_box_reg": 0.23549082688987255, "loss_cls": 0.19503926020115614, "loss_mask": 0.2484489381313324, "loss_rpn_cls": 0.03190544724930078, "loss_rpn_loc": 0.08165538846515119, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953083237773198, "mask_rcnn/false_negative": 0.08920953756774025, "mask_rcnn/false_positive": 0.1265524391415645, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9901929195038974, "total_loss": 0.7925165102351457}
{"data_time": 0.016516434028744698, "eta_seconds": 157127.32434929814, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3043459699453552, "fast_rcnn/fg_cls_accuracy": 0.6438301282051282, "iteration": 113259, "loss_box_reg": 0.20107437297701836, "loss_cls": 0.17608124110847712, "loss_mask": 0.23821520991623402, "loss_rpn_cls": 0.029982569511048496, "loss_rpn_loc": 0.0719864860875532, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011463945496152, "mask_rcnn/false_negative": 0.09269243399804351, "mask_rcnn/false_positive": 0.11202517740811868, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.001454203389585, "total_loss": 0.7213375421706587}
{"data_time": 0.013335829600691795, "eta_seconds": 157107.27492677048, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.2789406636775781, "fast_rcnn/fg_cls_accuracy": 0.6718133647335884, "iteration": 113279, "loss_box_reg": 0.2333747949451208, "loss_cls": 0.18125145230442286, "loss_mask": 0.23735089227557182, "loss_rpn_cls": 0.03524052328430116, "loss_rpn_loc": 0.07535788742825389, "lr": 0.0001, "mask_rcnn/accuracy": 0.903495164349859, "mask_rcnn/false_negative": 0.07126837570828007, "mask_rcnn/false_positive": 0.1261610233172358, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0063231356907636, "total_loss": 0.7742110438412055}
{"data_time": 0.014581725699827075, "eta_seconds": 157111.9003053056, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.23185529173844655, "fast_rcnn/fg_cls_accuracy": 0.7326792000599206, "iteration": 113299, "loss_box_reg": 0.21499315835535526, "loss_cls": 0.18054065480828285, "loss_mask": 0.2442389540374279, "loss_rpn_cls": 0.03690734994597733, "loss_rpn_loc": 0.08292018016800284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996630296875863, "mask_rcnn/false_negative": 0.08251800831944789, "mask_rcnn/false_positive": 0.12310714659129733, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0169219116214663, "total_loss": 0.7788155134767294}
{"data_time": 0.012610424077138305, "eta_seconds": 157223.23569364846, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.32235684310274804, "fast_rcnn/fg_cls_accuracy": 0.6514087969906326, "iteration": 113319, "loss_box_reg": 0.21062538586556911, "loss_cls": 0.18348128255456686, "loss_mask": 0.242197310552001, "loss_rpn_cls": 0.0342805833206512, "loss_rpn_loc": 0.08268738770857453, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918130849807794, "mask_rcnn/false_negative": 0.09428125804483195, "mask_rcnn/false_positive": 0.11742514794896156, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0201244677882642, "total_loss": 0.7653940892778337}
{"data_time": 0.015894733602181077, "eta_seconds": 157355.92432684265, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.30758051070551073, "fast_rcnn/fg_cls_accuracy": 0.6684981684981685, "iteration": 113339, "loss_box_reg": 0.21968298964202404, "loss_cls": 0.17827152833342552, "loss_mask": 0.2418202254921198, "loss_rpn_cls": 0.03255941247334704, "loss_rpn_loc": 0.07502662762999535, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056317423664487, "mask_rcnn/false_negative": 0.09087212234428611, "mask_rcnn/false_positive": 0.10107633280107188, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0238981095608324, "total_loss": 0.7570314247859642}
{"data_time": 0.016491153510287404, "eta_seconds": 157352.24826924503, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31882716049382714, "fast_rcnn/fg_cls_accuracy": 0.6550775978407557, "iteration": 113359, "loss_box_reg": 0.21367990784347057, "loss_cls": 0.1667269067838788, "loss_mask": 0.23804610781371593, "loss_rpn_cls": 0.029424865962937474, "loss_rpn_loc": 0.07991779770236462, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829035161023235, "mask_rcnn/false_negative": 0.09572096469454844, "mask_rcnn/false_positive": 0.1426828386660361, "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": 0.9932605735957623, "total_loss": 0.7561147511005402}
{"data_time": 0.01653133938089013, "eta_seconds": 157367.08115592133, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30540606257091907, "fast_rcnn/fg_cls_accuracy": 0.6578920361247947, "iteration": 113379, "loss_box_reg": 0.22102165035903454, "loss_cls": 0.1847119852900505, "loss_mask": 0.24149686470627785, "loss_rpn_cls": 0.0316409271908924, "loss_rpn_loc": 0.0673865731805563, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011073395479687, "mask_rcnn/false_negative": 0.08985471071019355, "mask_rcnn/false_positive": 0.10321979642527865, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9689998573157936, "total_loss": 0.7427404837217182}
{"data_time": 0.01441534305922687, "eta_seconds": 157300.75555206276, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.30151135414293306, "fast_rcnn/fg_cls_accuracy": 0.6778081567555252, "iteration": 113399, "loss_box_reg": 0.20260863192379475, "loss_cls": 0.1591534549370408, "loss_mask": 0.23156637325882912, "loss_rpn_cls": 0.033795936207752675, "loss_rpn_loc": 0.07371436443645507, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068366286632625, "mask_rcnn/false_negative": 0.07793302100274924, "mask_rcnn/false_positive": 0.10586566394528771, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9874594621360302, "total_loss": 0.7195559231331572}
{"data_time": 0.01588164921849966, "eta_seconds": 157291.97544687428, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.27742966483031245, "fast_rcnn/fg_cls_accuracy": 0.7022543059777102, "iteration": 113419, "loss_box_reg": 0.2203341517597437, "loss_cls": 0.18425304722040892, "loss_mask": 0.2365824282169342, "loss_rpn_cls": 0.03626404935494065, "loss_rpn_loc": 0.08043994684703648, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073850318864889, "mask_rcnn/false_negative": 0.08630581161154369, "mask_rcnn/false_positive": 0.10930030115302791, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9880516221746802, "total_loss": 0.7686686429660767}
{"data_time": 0.014700379921123385, "eta_seconds": 157256.6059563309, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.309091172130436, "fast_rcnn/fg_cls_accuracy": 0.6410390005737101, "iteration": 113439, "loss_box_reg": 0.21433435659855604, "loss_cls": 0.17685606144368649, "loss_mask": 0.23908958584070206, "loss_rpn_cls": 0.03354656184092164, "loss_rpn_loc": 0.06577555579133332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930254369671207, "mask_rcnn/false_negative": 0.09845777919925376, "mask_rcnn/false_positive": 0.13158082839721333, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9956965453457087, "total_loss": 0.7376790285925381}
{"data_time": 0.01602736907079816, "eta_seconds": 157190.28960616328, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2546382753019437, "fast_rcnn/fg_cls_accuracy": 0.700703794369645, "iteration": 113459, "loss_box_reg": 0.21775217726826668, "loss_cls": 0.1742304377257824, "loss_mask": 0.2435080222785473, "loss_rpn_cls": 0.031427402602275833, "loss_rpn_loc": 0.07302931800950319, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937597614866886, "mask_rcnn/false_negative": 0.09644318525679993, "mask_rcnn/false_positive": 0.10346419272156096, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9917948248330504, "total_loss": 0.7396799346897751}
{"data_time": 0.014307812787592411, "eta_seconds": 157062.68094696105, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.30316712977256355, "fast_rcnn/fg_cls_accuracy": 0.6674845269672856, "iteration": 113479, "loss_box_reg": 0.24086382240056992, "loss_cls": 0.18728614784777164, "loss_mask": 0.2546231169253588, "loss_rpn_cls": 0.03566831420175731, "loss_rpn_loc": 0.07770328596234322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889805203690672, "mask_rcnn/false_negative": 0.0999520519687244, "mask_rcnn/false_positive": 0.11891060640176779, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9964947788976133, "total_loss": 0.7985018023755401}
{"data_time": 0.01860860944725573, "eta_seconds": 157017.66418409534, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2951020870572241, "fast_rcnn/fg_cls_accuracy": 0.6832456166959898, "iteration": 113499, "loss_box_reg": 0.20779773220419884, "loss_cls": 0.17098049446940422, "loss_mask": 0.23796064406633377, "loss_rpn_cls": 0.02694502007216215, "loss_rpn_loc": 0.06769307423382998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971536933777903, "mask_rcnn/false_negative": 0.10391538302708195, "mask_rcnn/false_positive": 0.09922613185278134, "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": 1.0053477846086025, "total_loss": 0.7488361559808254}
{"data_time": 0.023615097859874368, "eta_seconds": 157050.30063919723, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.32205533596837943, "fast_rcnn/fg_cls_accuracy": 0.6591024987251402, "iteration": 113519, "loss_box_reg": 0.20905339904129505, "loss_cls": 0.17276129219681025, "loss_mask": 0.2368200272321701, "loss_rpn_cls": 0.02793956210371107, "loss_rpn_loc": 0.06766734493430704, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963970490997402, "mask_rcnn/false_negative": 0.09214900294411812, "mask_rcnn/false_positive": 0.12010881106907936, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0172652963083237, "total_loss": 0.7226142713334411}
{"data_time": 0.014458919176831841, "eta_seconds": 156871.26944331918, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3015151515151515, "fast_rcnn/fg_cls_accuracy": 0.6889066099592416, "iteration": 113539, "loss_box_reg": 0.20308529026806355, "loss_cls": 0.16371927317231894, "loss_mask": 0.23611501418054104, "loss_rpn_cls": 0.028006568318232894, "loss_rpn_loc": 0.07471244153566658, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097300356164071, "mask_rcnn/false_negative": 0.08102483628228649, "mask_rcnn/false_positive": 0.10355985373668566, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9654707605950534, "total_loss": 0.687566042994149}
{"data_time": 0.01710742572322488, "eta_seconds": 156818.17186605185, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29622448766860554, "fast_rcnn/fg_cls_accuracy": 0.6672468207555926, "iteration": 113559, "loss_box_reg": 0.24172164499759674, "loss_cls": 0.19140457082539797, "loss_mask": 0.2421938106417656, "loss_rpn_cls": 0.031828654231503606, "loss_rpn_loc": 0.07272255374118686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977210039480432, "mask_rcnn/false_negative": 0.09247452857858415, "mask_rcnn/false_positive": 0.10193540450612107, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9880024115554988, "total_loss": 0.7929355897940695}
{"data_time": 0.01793768140487373, "eta_seconds": 156734.06701982953, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.28194565217391304, "fast_rcnn/fg_cls_accuracy": 0.7131211180124224, "iteration": 113579, "loss_box_reg": 0.24952571280300617, "loss_cls": 0.18441743915900588, "loss_mask": 0.23144052363932133, "loss_rpn_cls": 0.04085477325133979, "loss_rpn_loc": 0.07627541711553931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986340639848427, "mask_rcnn/false_negative": 0.0958715647761861, "mask_rcnn/false_positive": 0.10973699389715924, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0028599288780242, "total_loss": 0.8077419546898454}
{"data_time": 0.013620427576825023, "eta_seconds": 156605.6816585362, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2698714897667777, "fast_rcnn/fg_cls_accuracy": 0.6957067096472301, "iteration": 113599, "loss_box_reg": 0.20629892125725746, "loss_cls": 0.16726320516318083, "loss_mask": 0.2338327206671238, "loss_rpn_cls": 0.02986709965625778, "loss_rpn_loc": 0.0643153723794967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965804095129372, "mask_rcnn/false_negative": 0.0888225452288213, "mask_rcnn/false_positive": 0.11234983296155804, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.989839794812724, "total_loss": 0.6931231982307509}
{"data_time": 0.028050547698512673, "eta_seconds": 156413.9346455736, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2894252922153411, "fast_rcnn/fg_cls_accuracy": 0.6894676685603061, "iteration": 113619, "loss_box_reg": 0.21070407051593065, "loss_cls": 0.16918452363461256, "loss_mask": 0.2410099096596241, "loss_rpn_cls": 0.0332118853693828, "loss_rpn_loc": 0.06920922524295747, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998305607051732, "mask_rcnn/false_negative": 0.07991894693772558, "mask_rcnn/false_positive": 0.11094375746047558, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.962480649119243, "total_loss": 0.745624897419475}
{"data_time": 0.01584125659428537, "eta_seconds": 156534.91716831923, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.32093585762064025, "fast_rcnn/fg_cls_accuracy": 0.6397361020982046, "iteration": 113639, "loss_box_reg": 0.21441166196018457, "loss_cls": 0.18498002458363771, "loss_mask": 0.2382274940609932, "loss_rpn_cls": 0.038662292528897524, "loss_rpn_loc": 0.0831951298750937, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036605537593528, "mask_rcnn/false_negative": 0.08641077925350463, "mask_rcnn/false_positive": 0.11098505720321947, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0313894441351295, "total_loss": 0.7591142013552599}
{"data_time": 0.01601208606734872, "eta_seconds": 156653.90639227815, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.30309263624026855, "fast_rcnn/fg_cls_accuracy": 0.659199282375714, "iteration": 113659, "loss_box_reg": 0.2452039271593094, "loss_cls": 0.1933677215129137, "loss_mask": 0.25151656940579414, "loss_rpn_cls": 0.035608263686299324, "loss_rpn_loc": 0.0748470975086093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840388561375145, "mask_rcnn/false_negative": 0.0890150992234075, "mask_rcnn/false_positive": 0.11916339454555087, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0131845481228083, "total_loss": 0.7952665705233812}
{"data_time": 0.015867648646235466, "eta_seconds": 156525.5764505267, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.23323531814097853, "fast_rcnn/fg_cls_accuracy": 0.7130138030961641, "iteration": 113679, "loss_box_reg": 0.20097512751817703, "loss_cls": 0.16203005146235228, "loss_mask": 0.22779051586985588, "loss_rpn_cls": 0.03132394538260996, "loss_rpn_loc": 0.060610898304730654, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038207517202284, "mask_rcnn/false_negative": 0.08214266602073314, "mask_rcnn/false_positive": 0.11315115149922178, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9932623519562185, "total_loss": 0.7012052774662152}
{"data_time": 0.012721063802018762, "eta_seconds": 156274.7418368468, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34232283464566926, "fast_rcnn/fg_cls_accuracy": 0.6492716535433071, "iteration": 113699, "loss_box_reg": 0.19900263287127018, "loss_cls": 0.16557349171489477, "loss_mask": 0.2450542189180851, "loss_rpn_cls": 0.03129736124537885, "loss_rpn_loc": 0.07320061547216028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951790749194415, "mask_rcnn/false_negative": 0.0842403316673605, "mask_rcnn/false_positive": 0.11553009383909055, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9675546220969409, "total_loss": 0.6995268677128479}
{"data_time": 0.01458682888187468, "eta_seconds": 156180.86773011833, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29088699133845397, "fast_rcnn/fg_cls_accuracy": 0.6972050531338104, "iteration": 113719, "loss_box_reg": 0.2126998007297516, "loss_cls": 0.17818871699273586, "loss_mask": 0.24434911273419857, "loss_rpn_cls": 0.030706302262842655, "loss_rpn_loc": 0.07145336084067822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911954595149749, "mask_rcnn/false_negative": 0.09282567311367343, "mask_rcnn/false_positive": 0.12149274228248746, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9721737871877849, "total_loss": 0.7453165786573663}
{"data_time": 0.014816272538155317, "eta_seconds": 156183.47731271293, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.32098154303090304, "fast_rcnn/fg_cls_accuracy": 0.6461748633879781, "iteration": 113739, "loss_box_reg": 0.2197053451091051, "loss_cls": 0.17661796044558287, "loss_mask": 0.2431113664060831, "loss_rpn_cls": 0.034436266345437616, "loss_rpn_loc": 0.07122972956858575, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064159397610259, "mask_rcnn/false_negative": 0.07494742885468819, "mask_rcnn/false_positive": 0.11658690575476435, "roi_head/num_bg_samples": 465.375, "roi_head/num_fg_samples": 46.625, "rpn/num_neg_anchors": 236.625, "rpn/num_pos_anchors": 19.375, "time": 1.0230855809058994, "total_loss": 0.7457962759654038}
{"data_time": 0.012788944412022829, "eta_seconds": 156179.74292054772, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2885714285714286, "fast_rcnn/fg_cls_accuracy": 0.6723376623376622, "iteration": 113759, "loss_box_reg": 0.20896783657371998, "loss_cls": 0.16190095571801066, "loss_mask": 0.2556791063398123, "loss_rpn_cls": 0.028994188643991947, "loss_rpn_loc": 0.058051600120961666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895884070748679, "mask_rcnn/false_negative": 0.10988753837716161, "mask_rcnn/false_positive": 0.12391875122213253, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0051231845282018, "total_loss": 0.7115762397879735}
{"data_time": 0.015346413245424628, "eta_seconds": 156120.90578960255, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3021355094093081, "fast_rcnn/fg_cls_accuracy": 0.6548740893253089, "iteration": 113779, "loss_box_reg": 0.2112505752593279, "loss_cls": 0.18268799502402544, "loss_mask": 0.23134048655629158, "loss_rpn_cls": 0.03644944971892983, "loss_rpn_loc": 0.07404257426969707, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084453708039778, "mask_rcnn/false_negative": 0.0790068700303733, "mask_rcnn/false_positive": 0.10710823213290657, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9983991752378643, "total_loss": 0.7432929915376008}
{"data_time": 0.02405816363170743, "eta_seconds": 155892.9765792098, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3500971920713971, "fast_rcnn/fg_cls_accuracy": 0.6165453184540011, "iteration": 113799, "loss_box_reg": 0.22353768907487392, "loss_cls": 0.1839132672175765, "loss_mask": 0.24244834668934345, "loss_rpn_cls": 0.035432195087196305, "loss_rpn_loc": 0.07130014477297664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927532228438768, "mask_rcnn/false_negative": 0.08602667639312545, "mask_rcnn/false_positive": 0.12807348417446618, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9722762398887426, "total_loss": 0.7784458064998034}
{"data_time": 0.01703868992626667, "eta_seconds": 155990.0804011803, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31918697590935863, "fast_rcnn/fg_cls_accuracy": 0.6553809042097891, "iteration": 113819, "loss_box_reg": 0.22933795116841793, "loss_cls": 0.1826941231265664, "loss_mask": 0.2491792682558298, "loss_rpn_cls": 0.03820043848827481, "loss_rpn_loc": 0.08797584800049663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980499702376237, "mask_rcnn/false_negative": 0.08865130689338563, "mask_rcnn/false_positive": 0.11874611909910092, "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": 0.992648730520159, "total_loss": 0.7872269251383841}
{"data_time": 0.020484180422499776, "eta_seconds": 155966.84169828892, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22119107159396129, "fast_rcnn/fg_cls_accuracy": 0.7269199622081253, "iteration": 113839, "loss_box_reg": 0.19814191199839115, "loss_cls": 0.16491749975830317, "loss_mask": 0.23148911073803902, "loss_rpn_cls": 0.03431096230633557, "loss_rpn_loc": 0.06260261224815622, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003636502733133, "mask_rcnn/false_negative": 0.08504405356674735, "mask_rcnn/false_positive": 0.1057495947079042, "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": 0.9985766483005136, "total_loss": 0.6672322815284133}
{"data_time": 0.015688378596678376, "eta_seconds": 156106.29709705245, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3215025667418874, "fast_rcnn/fg_cls_accuracy": 0.6535523679146082, "iteration": 113859, "loss_box_reg": 0.2263104533776641, "loss_cls": 0.18156774248927832, "loss_mask": 0.2468344047665596, "loss_rpn_cls": 0.03428006428293884, "loss_rpn_loc": 0.07196990156080574, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948120347351103, "mask_rcnn/false_negative": 0.08859799291440695, "mask_rcnn/false_positive": 0.12937729898021588, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.025159532437101, "total_loss": 0.7533776636701077}
{"data_time": 0.023980694822967052, "eta_seconds": 156047.23716641776, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2683411214953271, "fast_rcnn/fg_cls_accuracy": 0.6903902582159624, "iteration": 113879, "loss_box_reg": 0.2291512880474329, "loss_cls": 0.17617837991565466, "loss_mask": 0.23976275883615017, "loss_rpn_cls": 0.0324752566521056, "loss_rpn_loc": 0.07082595099927858, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016932540041374, "mask_rcnn/false_negative": 0.08887062799278793, "mask_rcnn/false_positive": 0.1161960738854241, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9722075772006065, "total_loss": 0.7479232519399375}
{"data_time": 0.015709678642451763, "eta_seconds": 156027.24648781586, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29698646720567257, "fast_rcnn/fg_cls_accuracy": 0.6758424986218178, "iteration": 113899, "loss_box_reg": 0.23302657902240753, "loss_cls": 0.18618969805538654, "loss_mask": 0.2497665323317051, "loss_rpn_cls": 0.038786581717431545, "loss_rpn_loc": 0.07108151353895664, "lr": 0.0001, "mask_rcnn/accuracy": 0.899725448444648, "mask_rcnn/false_negative": 0.09407518320051197, "mask_rcnn/false_positive": 0.1082226848422971, "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": 1.0126386035699397, "total_loss": 0.793752666329965}
{"data_time": 0.014594439417123795, "eta_seconds": 155922.40825815126, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.28217748890431416, "fast_rcnn/fg_cls_accuracy": 0.6734865900383142, "iteration": 113919, "loss_box_reg": 0.19808183424174786, "loss_cls": 0.1802524821832776, "loss_mask": 0.22045711800456047, "loss_rpn_cls": 0.03777059039566666, "loss_rpn_loc": 0.06651838112156838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992099646657353, "mask_rcnn/false_negative": 0.08137424996101782, "mask_rcnn/false_positive": 0.1077436276772025, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0026543433777988, "total_loss": 0.7424621940590441}
{"data_time": 0.0168045861646533, "eta_seconds": 155928.33795199636, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3530545112781955, "fast_rcnn/fg_cls_accuracy": 0.6197462853631235, "iteration": 113939, "loss_box_reg": 0.2016813149675727, "loss_cls": 0.1635223925113678, "loss_mask": 0.22974079381674528, "loss_rpn_cls": 0.02964276389684528, "loss_rpn_loc": 0.07619283301755786, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018132898795347, "mask_rcnn/false_negative": 0.0915487241284615, "mask_rcnn/false_positive": 0.11049146016260544, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9971683083567768, "total_loss": 0.7162886676378548}
{"data_time": 0.015751944622024894, "eta_seconds": 155967.27445201017, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3187990863293595, "fast_rcnn/fg_cls_accuracy": 0.6227704836811792, "iteration": 113959, "loss_box_reg": 0.2318130386993289, "loss_cls": 0.18766401521861553, "loss_mask": 0.249664893373847, "loss_rpn_cls": 0.03470889059826732, "loss_rpn_loc": 0.08762212470173836, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031323477572599, "mask_rcnn/false_negative": 0.08598004119064895, "mask_rcnn/false_positive": 0.109476180499853, "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": 1.0159530329983681, "total_loss": 0.7757251360453665}
{"data_time": 0.015157182235270739, "eta_seconds": 155947.28377340827, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3194582814445828, "fast_rcnn/fg_cls_accuracy": 0.637056862056862, "iteration": 113979, "loss_box_reg": 0.22027108818292618, "loss_cls": 0.17740764934569597, "loss_mask": 0.24352763406932354, "loss_rpn_cls": 0.03348405321594328, "loss_rpn_loc": 0.07251856382936239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950737493011546, "mask_rcnn/false_negative": 0.08003249556785981, "mask_rcnn/false_positive": 0.11485837207586781, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9698482456151396, "total_loss": 0.725602412421722}
{"data_time": 0.01759442943148315, "eta_seconds": 155702.05011684448, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2799344066785927, "fast_rcnn/fg_cls_accuracy": 0.6733597059058579, "iteration": 113999, "loss_box_reg": 0.22568836994469166, "loss_cls": 0.17541859671473503, "loss_mask": 0.24340282380580902, "loss_rpn_cls": 0.033736535464413464, "loss_rpn_loc": 0.08484317874535918, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087719039351161, "mask_rcnn/false_negative": 0.08447298913099874, "mask_rcnn/false_positive": 0.11888854797441128, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9805093545001, "total_loss": 0.7794482721947134}
{"data_time": 0.014135268284007907, "eta_seconds": 155651.50735932868, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3293657425783943, "fast_rcnn/fg_cls_accuracy": 0.6495122338105246, "iteration": 114019, "loss_box_reg": 0.23723674565553665, "loss_cls": 0.20081963296979666, "loss_mask": 0.24342948012053967, "loss_rpn_cls": 0.038418302428908646, "loss_rpn_loc": 0.07720524712931365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930428025512835, "mask_rcnn/false_negative": 0.09583647426621766, "mask_rcnn/false_positive": 0.10572808715523374, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9865267474669963, "total_loss": 0.7977541874861345}
{"data_time": 0.02123632119037211, "eta_seconds": 155618.39971785434, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3067933698451271, "fast_rcnn/fg_cls_accuracy": 0.6678283065062249, "iteration": 114039, "loss_box_reg": 0.20845318771898746, "loss_cls": 0.16613987321034074, "loss_mask": 0.24686959758400917, "loss_rpn_cls": 0.03700657235458493, "loss_rpn_loc": 0.07608281308785081, "lr": 0.0001, "mask_rcnn/accuracy": 0.894233070734735, "mask_rcnn/false_negative": 0.08789547340934896, "mask_rcnn/false_positive": 0.11798131429523859, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9832717084791511, "total_loss": 0.7430892295669764}
{"data_time": 0.015206819400191307, "eta_seconds": 155737.9315182846, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.31834542815674893, "fast_rcnn/fg_cls_accuracy": 0.6732216728887095, "iteration": 114059, "loss_box_reg": 0.21673594135791063, "loss_cls": 0.18602077011018991, "loss_mask": 0.24353660829365253, "loss_rpn_cls": 0.03163315402343869, "loss_rpn_loc": 0.07311441202182323, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985391200065113, "mask_rcnn/false_negative": 0.09530541692035954, "mask_rcnn/false_positive": 0.11360432894602945, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0145942163653672, "total_loss": 0.7345032561279368}
{"data_time": 0.01908668829128146, "eta_seconds": 155656.71663822606, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3159203980099502, "fast_rcnn/fg_cls_accuracy": 0.6709879604996167, "iteration": 114079, "loss_box_reg": 0.20732906367629766, "loss_cls": 0.17895408626645803, "loss_mask": 0.24647830799221992, "loss_rpn_cls": 0.029881151509471238, "loss_rpn_loc": 0.07128344313241541, "lr": 0.0001, "mask_rcnn/accuracy": 0.902356833044343, "mask_rcnn/false_negative": 0.09352283111245174, "mask_rcnn/false_positive": 0.10666779021876253, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0058074949774891, "total_loss": 0.7483858099440113}
{"data_time": 0.02194664115086198, "eta_seconds": 155742.59000157472, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3141061130334487, "fast_rcnn/fg_cls_accuracy": 0.6436106617905619, "iteration": 114099, "loss_box_reg": 0.2055359547957778, "loss_cls": 0.17510668747127056, "loss_mask": 0.24078084900975227, "loss_rpn_cls": 0.03173427050933242, "loss_rpn_loc": 0.07785659516230226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953486367129104, "mask_rcnn/false_negative": 0.09469790544480353, "mask_rcnn/false_positive": 0.12178008837685535, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0179123957641423, "total_loss": 0.7121419807663187}
{"data_time": 0.01605149428360164, "eta_seconds": 155616.7841814179, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.29661988438170417, "fast_rcnn/fg_cls_accuracy": 0.6733775084096973, "iteration": 114119, "loss_box_reg": 0.20669403113424778, "loss_cls": 0.1615152033045888, "loss_mask": 0.2230945322662592, "loss_rpn_cls": 0.025081652798689902, "loss_rpn_loc": 0.05402805341873318, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075174219973341, "mask_rcnn/false_negative": 0.08353106143508578, "mask_rcnn/false_positive": 0.09980566896340712, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9585058758966625, "total_loss": 0.6854900470934808}
{"data_time": 0.01999155431985855, "eta_seconds": 155518.6187485559, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2947825024437928, "fast_rcnn/fg_cls_accuracy": 0.65740046643345, "iteration": 114139, "loss_box_reg": 0.19640698935836554, "loss_cls": 0.16177487466484308, "loss_mask": 0.2266343217343092, "loss_rpn_cls": 0.031638919725082815, "loss_rpn_loc": 0.06726791837718338, "lr": 0.0001, "mask_rcnn/accuracy": 0.90173429794703, "mask_rcnn/false_negative": 0.09635594198453526, "mask_rcnn/false_positive": 0.1119276920320175, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9871673618908972, "total_loss": 0.689821976236999}
{"data_time": 0.021530746947973967, "eta_seconds": 155511.80219821632, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3176391939642823, "fast_rcnn/fg_cls_accuracy": 0.6229691218379998, "iteration": 114159, "loss_box_reg": 0.22075571678578854, "loss_cls": 0.18051954079419374, "loss_mask": 0.23109098710119724, "loss_rpn_cls": 0.031721082516014576, "loss_rpn_loc": 0.08142830163706094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933856120498533, "mask_rcnn/false_negative": 0.09011495701529776, "mask_rcnn/false_positive": 0.11443509289940343, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0180455830413848, "total_loss": 0.7640205498319119}
{"data_time": 0.01565119088627398, "eta_seconds": 155377.8417649353, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2792957508041307, "fast_rcnn/fg_cls_accuracy": 0.6854121536882909, "iteration": 114179, "loss_box_reg": 0.20087140426039696, "loss_cls": 0.16199553944170475, "loss_mask": 0.2434373814612627, "loss_rpn_cls": 0.026521425344981253, "loss_rpn_loc": 0.05665994330774993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962966977809752, "mask_rcnn/false_negative": 0.0979985495884348, "mask_rcnn/false_positive": 0.11824303218514863, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9914560676552355, "total_loss": 0.6997699750354514}
{"data_time": 0.016473617404699326, "eta_seconds": 155397.34084825031, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2964227295355949, "fast_rcnn/fg_cls_accuracy": 0.6623235083609864, "iteration": 114199, "loss_box_reg": 0.22496619820594788, "loss_cls": 0.18436924740672112, "loss_mask": 0.24142451956868172, "loss_rpn_cls": 0.03750948794186115, "loss_rpn_loc": 0.07395637966692448, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896090253511892, "mask_rcnn/false_negative": 0.09787434148821778, "mask_rcnn/false_positive": 0.11683247314005273, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0190941304899752, "total_loss": 0.761645867722109}
{"data_time": 0.013713873689994216, "eta_seconds": 155309.02733826544, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29018026232727784, "fast_rcnn/fg_cls_accuracy": 0.6813990643665678, "iteration": 114219, "loss_box_reg": 0.23302710242569447, "loss_cls": 0.19637539237737656, "loss_mask": 0.2373692449182272, "loss_rpn_cls": 0.037188488349784166, "loss_rpn_loc": 0.08898558374494314, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060051452696227, "mask_rcnn/false_negative": 0.08377023392545038, "mask_rcnn/false_positive": 0.09993953736414958, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9984948874916881, "total_loss": 0.7901506202761084}
{"data_time": 0.0146162835881114, "eta_seconds": 155318.01202224568, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3173851815303647, "fast_rcnn/fg_cls_accuracy": 0.6306890435713808, "iteration": 114239, "loss_box_reg": 0.21347138099372387, "loss_cls": 0.17568413261324167, "loss_mask": 0.23796777799725533, "loss_rpn_cls": 0.031147648580372334, "loss_rpn_loc": 0.08082223701057956, "lr": 0.0001, "mask_rcnn/accuracy": 0.896244451938558, "mask_rcnn/false_negative": 0.10077388480285623, "mask_rcnn/false_positive": 0.11277351630529842, "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": 1.0133138480596244, "total_loss": 0.7493176718708128}
{"data_time": 0.014857504749670625, "eta_seconds": 155203.35075657815, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27967867998263135, "fast_rcnn/fg_cls_accuracy": 0.6923335123523093, "iteration": 114259, "loss_box_reg": 0.21086515206843615, "loss_cls": 0.1752570290118456, "loss_mask": 0.2315591387450695, "loss_rpn_cls": 0.03189118456793949, "loss_rpn_loc": 0.06585583137348294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980135284958639, "mask_rcnn/false_negative": 0.08641781823221975, "mask_rcnn/false_positive": 0.1152472693122286, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9729253023397177, "total_loss": 0.7111124476068653}
{"data_time": 0.019373231567442417, "eta_seconds": 155156.3108802121, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3092009639819582, "fast_rcnn/fg_cls_accuracy": 0.6653052829523418, "iteration": 114279, "loss_box_reg": 0.23441175930202007, "loss_cls": 0.19236940518021584, "loss_mask": 0.25097258388996124, "loss_rpn_cls": 0.03221276984550059, "loss_rpn_loc": 0.072613425552845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953145712438044, "mask_rcnn/false_negative": 0.09377563268302398, "mask_rcnn/false_positive": 0.1256404102542636, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9964991719461977, "total_loss": 0.7604436739347875}
{"data_time": 0.01996079133823514, "eta_seconds": 155060.44293392915, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28678736517719566, "fast_rcnn/fg_cls_accuracy": 0.6606590004422821, "iteration": 114299, "loss_box_reg": 0.21475376188755035, "loss_cls": 0.18341096304357052, "loss_mask": 0.24850011616945267, "loss_rpn_cls": 0.03456096432637423, "loss_rpn_loc": 0.07474392279982567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914361241390967, "mask_rcnn/false_negative": 0.09146218098771625, "mask_rcnn/false_positive": 0.1338497938461765, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9943892227020115, "total_loss": 0.7611267347820103}
{"data_time": 0.01886548916809261, "eta_seconds": 154848.28256424516, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.28801843317972353, "fast_rcnn/fg_cls_accuracy": 0.6728758845694329, "iteration": 114319, "loss_box_reg": 0.20737311989068985, "loss_cls": 0.17662235395982862, "loss_mask": 0.24408197589218616, "loss_rpn_cls": 0.032455882988870144, "loss_rpn_loc": 0.0813781542237848, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957536435041202, "mask_rcnn/false_negative": 0.09062773693433421, "mask_rcnn/false_positive": 0.12173587742604222, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9785595221910626, "total_loss": 0.7357022450305521}
{"data_time": 0.016339707653969526, "eta_seconds": 154764.17382918298, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.29613118464179805, "fast_rcnn/fg_cls_accuracy": 0.6948898408812729, "iteration": 114339, "loss_box_reg": 0.21503056585788727, "loss_cls": 0.1748478077352047, "loss_mask": 0.23741790279746056, "loss_rpn_cls": 0.03123373002745211, "loss_rpn_loc": 0.0655392303597182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988591785334203, "mask_rcnn/false_negative": 0.09206286135922506, "mask_rcnn/false_positive": 0.11754610353569031, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9759072582237422, "total_loss": 0.7471466568531469}
{"data_time": 0.01778434496372938, "eta_seconds": 154687.3568335455, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31737683484875495, "fast_rcnn/fg_cls_accuracy": 0.6611625606905233, "iteration": 114359, "loss_box_reg": 0.22336008306592703, "loss_cls": 0.18264740984886885, "loss_mask": 0.2551028784364462, "loss_rpn_cls": 0.03605090139899403, "loss_rpn_loc": 0.07785268127918243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974427776369549, "mask_rcnn/false_negative": 0.0932572676362634, "mask_rcnn/false_positive": 0.11122255179129395, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9712806500028819, "total_loss": 0.7835036085452884}
{"data_time": 0.015343035571277142, "eta_seconds": 154602.71445913706, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3396384332105792, "fast_rcnn/fg_cls_accuracy": 0.6316774783403718, "iteration": 114379, "loss_box_reg": 0.21388155408203602, "loss_cls": 0.15998047776520252, "loss_mask": 0.2477821782231331, "loss_rpn_cls": 0.03230041917413473, "loss_rpn_loc": 0.06972692743875086, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004616935452416, "mask_rcnn/false_negative": 0.0878184299494782, "mask_rcnn/false_positive": 0.11956638612506712, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9414812594186515, "total_loss": 0.7351932567544281}
{"data_time": 0.014853484695777297, "eta_seconds": 154645.89186441153, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3257855191256831, "fast_rcnn/fg_cls_accuracy": 0.6387739449934007, "iteration": 114399, "loss_box_reg": 0.2238366212695837, "loss_cls": 0.18994801212102175, "loss_mask": 0.24954713881015778, "loss_rpn_cls": 0.03719476028345525, "loss_rpn_loc": 0.07727315812371671, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926666513577608, "mask_rcnn/false_negative": 0.09943297289484052, "mask_rcnn/false_positive": 0.11357615609512595, "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": 1.0079203385394067, "total_loss": 0.7767435355344787}
{"data_time": 0.015253066783770919, "eta_seconds": 154633.71948199812, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.35670327156257153, "fast_rcnn/fg_cls_accuracy": 0.6320235474298842, "iteration": 114419, "loss_box_reg": 0.23082079365849495, "loss_cls": 0.19555978756397963, "loss_mask": 0.23464468121528625, "loss_rpn_cls": 0.034156001871451735, "loss_rpn_loc": 0.07382963597774506, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019566111429487, "mask_rcnn/false_negative": 0.08575475608109506, "mask_rcnn/false_positive": 0.10958058452148436, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9953635090496391, "total_loss": 0.7903082971461117}
{"data_time": 0.02379134250804782, "eta_seconds": 154607.8464984987, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2967681258549931, "fast_rcnn/fg_cls_accuracy": 0.6841763085399448, "iteration": 114439, "loss_box_reg": 0.22966656740754843, "loss_cls": 0.18790486827492714, "loss_mask": 0.25106907077133656, "loss_rpn_cls": 0.03294878825545311, "loss_rpn_loc": 0.07053018047008663, "lr": 0.0001, "mask_rcnn/accuracy": 0.89829493355131, "mask_rcnn/false_negative": 0.10446694296441217, "mask_rcnn/false_positive": 0.11569216172893707, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9937572169583291, "total_loss": 0.7966566012473777}
{"data_time": 0.015244546346366405, "eta_seconds": 154602.1795846708, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2743910155014236, "fast_rcnn/fg_cls_accuracy": 0.6852881125226861, "iteration": 114459, "loss_box_reg": 0.20844611339271069, "loss_cls": 0.16934571880847216, "loss_mask": 0.23975165374577045, "loss_rpn_cls": 0.027022987138479948, "loss_rpn_loc": 0.056665977579541504, "lr": 0.0001, "mask_rcnn/accuracy": 0.908552957795506, "mask_rcnn/false_negative": 0.07214003531138491, "mask_rcnn/false_positive": 0.10568331539780075, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.018386238021776, "total_loss": 0.7362598926993087}
{"data_time": 0.014895808650180697, "eta_seconds": 154656.242621094, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28851960735462656, "fast_rcnn/fg_cls_accuracy": 0.6725053078556262, "iteration": 114479, "loss_box_reg": 0.23240781761705875, "loss_cls": 0.1891761925071478, "loss_mask": 0.24208384938538074, "loss_rpn_cls": 0.036248767748475075, "loss_rpn_loc": 0.07829016610048711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994059619815669, "mask_rcnn/false_negative": 0.09225565337487698, "mask_rcnn/false_positive": 0.10119216029032743, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0199796829838306, "total_loss": 0.8211041531758383}
{"data_time": 0.020269493805244565, "eta_seconds": 154605.0040468108, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2920375411232277, "fast_rcnn/fg_cls_accuracy": 0.6714829749103943, "iteration": 114499, "loss_box_reg": 0.21864930354058743, "loss_cls": 0.17890271730720997, "loss_mask": 0.23869276233017445, "loss_rpn_cls": 0.03261724574258551, "loss_rpn_loc": 0.06969951442442834, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006230758611822, "mask_rcnn/false_negative": 0.08391322239396966, "mask_rcnn/false_positive": 0.11493848119583089, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9747402644716203, "total_loss": 0.7343601719476283}
{"data_time": 0.014362454880028963, "eta_seconds": 154560.86709878407, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.33725823532690485, "fast_rcnn/fg_cls_accuracy": 0.6543453286552612, "iteration": 114519, "loss_box_reg": 0.219480374827981, "loss_cls": 0.18252218142151833, "loss_mask": 0.24682877771556377, "loss_rpn_cls": 0.03025655006058514, "loss_rpn_loc": 0.0682698308955878, "lr": 0.0001, "mask_rcnn/accuracy": 0.894023348068179, "mask_rcnn/false_negative": 0.09324876611865779, "mask_rcnn/false_positive": 0.11392699538841687, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0067804751452059, "total_loss": 0.7522874039132148}
{"data_time": 0.020155951380729675, "eta_seconds": 154601.5278877085, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2751474666979179, "fast_rcnn/fg_cls_accuracy": 0.6762952219805012, "iteration": 114539, "loss_box_reg": 0.23100185953080654, "loss_cls": 0.18262941110879183, "loss_mask": 0.24083828553557396, "loss_rpn_cls": 0.034096367191523314, "loss_rpn_loc": 0.07882663933560252, "lr": 0.0001, "mask_rcnn/accuracy": 0.899979292023322, "mask_rcnn/false_negative": 0.0867739510210716, "mask_rcnn/false_positive": 0.1150539902902681, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0092201493680477, "total_loss": 0.7729684696532786}
{"data_time": 0.01455421862192452, "eta_seconds": 154628.87138707563, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.29208596182324886, "fast_rcnn/fg_cls_accuracy": 0.6707694803758169, "iteration": 114559, "loss_box_reg": 0.22038962226361036, "loss_cls": 0.17664753273129463, "loss_mask": 0.24059354327619076, "loss_rpn_cls": 0.027867943688761443, "loss_rpn_loc": 0.07430527964606881, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952964756993591, "mask_rcnn/false_negative": 0.08182227480158971, "mask_rcnn/false_positive": 0.11624090531333858, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0066285531502217, "total_loss": 0.7574764057062566}
{"data_time": 0.01724966778419912, "eta_seconds": 154608.9757525688, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2831279695086931, "fast_rcnn/fg_cls_accuracy": 0.6849130692482466, "iteration": 114579, "loss_box_reg": 0.2075347639620304, "loss_cls": 0.15814352128654718, "loss_mask": 0.24232145957648754, "loss_rpn_cls": 0.03167402499821037, "loss_rpn_loc": 0.078954505501315, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093766931551381, "mask_rcnn/false_negative": 0.08171648131031073, "mask_rcnn/false_positive": 0.10951684325789679, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0121448158752173, "total_loss": 0.7254034248180687}
{"data_time": 0.017142045311629772, "eta_seconds": 154618.73388402164, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3021695021070704, "fast_rcnn/fg_cls_accuracy": 0.6763283582089552, "iteration": 114599, "loss_box_reg": 0.22009816206991673, "loss_cls": 0.1749591352418065, "loss_mask": 0.23665859177708626, "loss_rpn_cls": 0.03690284735057503, "loss_rpn_loc": 0.06629390502348542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875660733698667, "mask_rcnn/false_negative": 0.09986702243508461, "mask_rcnn/false_positive": 0.1157928345454846, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.053289741044864, "total_loss": 0.770523922634311}
{"data_time": 0.015202668961137533, "eta_seconds": 154714.69286570325, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.28856060048568694, "fast_rcnn/fg_cls_accuracy": 0.6820430806137239, "iteration": 114619, "loss_box_reg": 0.20149128325283527, "loss_cls": 0.1769135664217174, "loss_mask": 0.2373824678361416, "loss_rpn_cls": 0.03393041109666228, "loss_rpn_loc": 0.06377352692652494, "lr": 0.0001, "mask_rcnn/accuracy": 0.899273051324154, "mask_rcnn/false_negative": 0.08648148595012059, "mask_rcnn/false_positive": 0.10860543335039091, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 1.0134795054327697, "total_loss": 0.7350204670801759}
{"data_time": 0.014307106379419565, "eta_seconds": 154694.77850183845, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.335945718493583, "fast_rcnn/fg_cls_accuracy": 0.6337868480725624, "iteration": 114639, "loss_box_reg": 0.22905399464070797, "loss_cls": 0.176185286603868, "loss_mask": 0.24672617763280869, "loss_rpn_cls": 0.029862054390832782, "loss_rpn_loc": 0.07224666455294937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851757014330341, "mask_rcnn/false_negative": 0.10072677363092747, "mask_rcnn/false_positive": 0.1304134930780945, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0100895569194108, "total_loss": 0.7499921090202406}
{"data_time": 0.01568631688132882, "eta_seconds": 154510.21123680286, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.32286144012032336, "fast_rcnn/fg_cls_accuracy": 0.6421909978566325, "iteration": 114659, "loss_box_reg": 0.22497477382421494, "loss_cls": 0.17568528093397617, "loss_mask": 0.24324511364102364, "loss_rpn_cls": 0.037704522954300046, "loss_rpn_loc": 0.08308673650026321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852807971014494, "mask_rcnn/false_negative": 0.09880046643881144, "mask_rcnn/false_positive": 0.13754368801145206, "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": 0.9801134297158569, "total_loss": 0.7844355716370046}
{"data_time": 0.017511926358565688, "eta_seconds": 154509.49758003466, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28806968962732205, "fast_rcnn/fg_cls_accuracy": 0.6799317047543998, "iteration": 114679, "loss_box_reg": 0.221087496727705, "loss_cls": 0.1827066456899047, "loss_mask": 0.2313692606985569, "loss_rpn_cls": 0.037302226992323995, "loss_rpn_loc": 0.06523124128580093, "lr": 0.0001, "mask_rcnn/accuracy": 0.9169608172676506, "mask_rcnn/false_negative": 0.07884042471565286, "mask_rcnn/false_positive": 0.10352249305192975, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0018297291826457, "total_loss": 0.7497612999286503}
{"data_time": 0.016158916987478733, "eta_seconds": 154552.91529071983, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.323660296922329, "fast_rcnn/fg_cls_accuracy": 0.6665559818968909, "iteration": 114699, "loss_box_reg": 0.2276311255991459, "loss_cls": 0.19281361624598503, "loss_mask": 0.24841841496527195, "loss_rpn_cls": 0.03949159977491945, "loss_rpn_loc": 0.07725893030874431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866715975282565, "mask_rcnn/false_negative": 0.09528440522198572, "mask_rcnn/false_positive": 0.11796186313519474, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.985941163264215, "total_loss": 0.7855266205733642}
{"data_time": 0.024509208044037223, "eta_seconds": 154667.11656164378, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3260514018691589, "fast_rcnn/fg_cls_accuracy": 0.6504102000253732, "iteration": 114719, "loss_box_reg": 0.20174572244286537, "loss_cls": 0.17486903257668018, "loss_mask": 0.2453407533466816, "loss_rpn_cls": 0.030342331272549927, "loss_rpn_loc": 0.06895217043347657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958449786164466, "mask_rcnn/false_negative": 0.09035736192364797, "mask_rcnn/false_positive": 0.10053161141066247, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0045160935260355, "total_loss": 0.749497442622669}
{"data_time": 0.022003462072461843, "eta_seconds": 154595.2066825144, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2752978851374417, "fast_rcnn/fg_cls_accuracy": 0.6844166187336844, "iteration": 114739, "loss_box_reg": 0.2215807680040598, "loss_cls": 0.175996501930058, "loss_mask": 0.24196372833102942, "loss_rpn_cls": 0.03338826121762395, "loss_rpn_loc": 0.06803238461725414, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007259077620102, "mask_rcnn/false_negative": 0.08503866520403239, "mask_rcnn/false_positive": 0.11180524936537975, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9780249614268541, "total_loss": 0.7381271831691265}
{"data_time": 0.027849738486111164, "eta_seconds": 154612.11914150044, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.3037037037037037, "fast_rcnn/fg_cls_accuracy": 0.6719120879120879, "iteration": 114759, "loss_box_reg": 0.2013036124408245, "loss_cls": 0.16534567531198263, "loss_mask": 0.24251873418688774, "loss_rpn_cls": 0.03510124119929969, "loss_rpn_loc": 0.0745790614746511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963934881169373, "mask_rcnn/false_negative": 0.09322902597570436, "mask_rcnn/false_positive": 0.10231901928541526, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0150572031270713, "total_loss": 0.7206742280395702}
{"data_time": 0.017903463216498494, "eta_seconds": 154592.20003313385, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.29266917293233086, "fast_rcnn/fg_cls_accuracy": 0.6675090002769315, "iteration": 114779, "loss_box_reg": 0.2116354126483202, "loss_cls": 0.17362406849861145, "loss_mask": 0.24319317750632763, "loss_rpn_cls": 0.03481048037065193, "loss_rpn_loc": 0.0753020343836397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912660432800372, "mask_rcnn/false_negative": 0.09699726694133415, "mask_rcnn/false_positive": 0.1171792728861465, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0078309655655175, "total_loss": 0.7528885472565889}
{"data_time": 0.01513113104738295, "eta_seconds": 154661.2009394914, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.2927889104359693, "fast_rcnn/fg_cls_accuracy": 0.6656790921496805, "iteration": 114799, "loss_box_reg": 0.21379893785342574, "loss_cls": 0.17742081731557846, "loss_mask": 0.24427576176822186, "loss_rpn_cls": 0.03128156438469887, "loss_rpn_loc": 0.06957598531153053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924113660488601, "mask_rcnn/false_negative": 0.10121079869477373, "mask_rcnn/false_positive": 0.10771761776333158, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9954654646571726, "total_loss": 0.7370553815853782}
{"data_time": 0.015364998485893011, "eta_seconds": 154701.76530816127, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3242377026547276, "fast_rcnn/fg_cls_accuracy": 0.6480794337937195, "iteration": 114819, "loss_box_reg": 0.22228013072162867, "loss_cls": 0.1826973408460617, "loss_mask": 0.236112704500556, "loss_rpn_cls": 0.03294456625008024, "loss_rpn_loc": 0.07576570211676881, "lr": 0.0001, "mask_rcnn/accuracy": 0.9137479078631676, "mask_rcnn/false_negative": 0.07879650837441177, "mask_rcnn/false_positive": 0.1005379187505163, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9946825338993222, "total_loss": 0.7635497151932213}
{"data_time": 0.0141613963060081, "eta_seconds": 154578.17703525536, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2827050997782705, "fast_rcnn/fg_cls_accuracy": 0.6429685008680863, "iteration": 114839, "loss_box_reg": 0.2177400467917323, "loss_cls": 0.17299755942076445, "loss_mask": 0.23891053907573223, "loss_rpn_cls": 0.03806359996087849, "loss_rpn_loc": 0.08647938794456422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973558913100507, "mask_rcnn/false_negative": 0.08637057799648984, "mask_rcnn/false_positive": 0.11350694146799142, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9777609321754426, "total_loss": 0.7641945336945355}
{"data_time": 0.01796923065558076, "eta_seconds": 154475.72049932554, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.27578805423594616, "fast_rcnn/fg_cls_accuracy": 0.6940693118271388, "iteration": 114859, "loss_box_reg": 0.22659994941204786, "loss_cls": 0.17395304702222347, "loss_mask": 0.23415957763791084, "loss_rpn_cls": 0.03405540221137926, "loss_rpn_loc": 0.08127398765645921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950007765270686, "mask_rcnn/false_negative": 0.09272675134648892, "mask_rcnn/false_positive": 0.11455409552955767, "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": 0.9910888015292585, "total_loss": 0.7396079812897369}
{"data_time": 0.016187899513170123, "eta_seconds": 154577.35782893375, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29367112971717974, "fast_rcnn/fg_cls_accuracy": 0.6657686781609196, "iteration": 114879, "loss_box_reg": 0.23295931331813335, "loss_cls": 0.1827851738780737, "loss_mask": 0.24119640979915857, "loss_rpn_cls": 0.02830276999156922, "loss_rpn_loc": 0.06801920128054917, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048134607219918, "mask_rcnn/false_negative": 0.09398644389730058, "mask_rcnn/false_positive": 0.10259446003389847, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0184420009609312, "total_loss": 0.7592470127274282}
{"data_time": 0.01712309755384922, "eta_seconds": 154472.6853829343, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26442407728511275, "fast_rcnn/fg_cls_accuracy": 0.6857092114610466, "iteration": 114899, "loss_box_reg": 0.22383169177919626, "loss_cls": 0.18171126395463943, "loss_mask": 0.23355654068291187, "loss_rpn_cls": 0.02846908161882311, "loss_rpn_loc": 0.07437920407392085, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072351852588108, "mask_rcnn/false_negative": 0.08515428740819612, "mask_rcnn/false_positive": 0.0950442510224097, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9808293676469475, "total_loss": 0.7528567070839927}
{"data_time": 0.014714011456817389, "eta_seconds": 154495.1500154566, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.29235382308845576, "fast_rcnn/fg_cls_accuracy": 0.6853469072662357, "iteration": 114919, "loss_box_reg": 0.2230795193463564, "loss_cls": 0.18237881176173687, "loss_mask": 0.24085399135947227, "loss_rpn_cls": 0.03152260882779956, "loss_rpn_loc": 0.07082068733870983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960554645965529, "mask_rcnn/false_negative": 0.08760883641173532, "mask_rcnn/false_positive": 0.12357780467473184, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.998871251475066, "total_loss": 0.7355867879232392}
{"data_time": 0.019844029331579804, "eta_seconds": 154517.56772147026, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31832034190524755, "fast_rcnn/fg_cls_accuracy": 0.6720215113072256, "iteration": 114939, "loss_box_reg": 0.2250453196465969, "loss_cls": 0.17456333711743355, "loss_mask": 0.24435247480869293, "loss_rpn_cls": 0.037765607761684805, "loss_rpn_loc": 0.06886709458194673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883733849007306, "mask_rcnn/false_negative": 0.10241526883966912, "mask_rcnn/false_positive": 0.10950287260305698, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0065599312074482, "total_loss": 0.7229316105367616}
{"data_time": 0.011739809066057205, "eta_seconds": 154389.2334697768, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3170700283443341, "fast_rcnn/fg_cls_accuracy": 0.6577800945749711, "iteration": 114959, "loss_box_reg": 0.2090971814468503, "loss_cls": 0.1658144472166896, "loss_mask": 0.24026717990636826, "loss_rpn_cls": 0.03081167076015845, "loss_rpn_loc": 0.07094576652161777, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002445854666955, "mask_rcnn/false_negative": 0.07358114876653296, "mask_rcnn/false_positive": 0.1279018312200662, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9872248533647507, "total_loss": 0.7376858647912741}
{"data_time": 0.017708753934130073, "eta_seconds": 154393.0089494679, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33214313947666607, "fast_rcnn/fg_cls_accuracy": 0.6569328699798689, "iteration": 114979, "loss_box_reg": 0.20999391935765743, "loss_cls": 0.18050704151391983, "loss_mask": 0.25525303557515144, "loss_rpn_cls": 0.03339653927832842, "loss_rpn_loc": 0.07374122063629329, "lr": 0.0001, "mask_rcnn/accuracy": 0.883946141484557, "mask_rcnn/false_negative": 0.09843597415967625, "mask_rcnn/false_positive": 0.1305120712981485, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0046358085237443, "total_loss": 0.7270634656306356}
{"data_time": 0.013911713613197207, "eta_seconds": 154298.18096454255, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2802334943639292, "fast_rcnn/fg_cls_accuracy": 0.662962962962963, "iteration": 114999, "loss_box_reg": 0.2292855829000473, "loss_cls": 0.19226384162902832, "loss_mask": 0.24672525003552437, "loss_rpn_cls": 0.03564005484804511, "loss_rpn_loc": 0.08805851638317108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964024274305995, "mask_rcnn/false_negative": 0.09046025510610095, "mask_rcnn/false_positive": 0.11254807655244517, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9456521989777684, "total_loss": 0.7937360524665564}
{"data_time": 0.01717609236948192, "eta_seconds": 154316.40558840707, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3347578347578347, "fast_rcnn/fg_cls_accuracy": 0.636357955255593, "iteration": 115019, "loss_box_reg": 0.21112603321671486, "loss_cls": 0.18676076270639896, "loss_mask": 0.23585214838385582, "loss_rpn_cls": 0.03235133783891797, "loss_rpn_loc": 0.08815268822945654, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039853889295002, "mask_rcnn/false_negative": 0.08634341822022631, "mask_rcnn/false_positive": 0.12836789081310418, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9998927393462509, "total_loss": 0.7443606238812208}
{"data_time": 0.014043056406080723, "eta_seconds": 154333.25162436813, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30433052349770273, "fast_rcnn/fg_cls_accuracy": 0.6620505153827996, "iteration": 115039, "loss_box_reg": 0.19052368123084307, "loss_cls": 0.1610726839862764, "loss_mask": 0.24092324823141098, "loss_rpn_cls": 0.033758246107026935, "loss_rpn_loc": 0.0692848798353225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933688347407194, "mask_rcnn/false_negative": 0.09671174691954962, "mask_rcnn/false_positive": 0.1194036077699707, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0010265135206282, "total_loss": 0.7013876955606975}
{"data_time": 0.01676649460569024, "eta_seconds": 154276.57686067745, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3275375939849624, "fast_rcnn/fg_cls_accuracy": 0.6676848370927319, "iteration": 115059, "loss_box_reg": 0.20320343971252441, "loss_cls": 0.16413995157927275, "loss_mask": 0.22948630899190903, "loss_rpn_cls": 0.026546939741820097, "loss_rpn_loc": 0.06184978084638715, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009946330230737, "mask_rcnn/false_negative": 0.09606567968180282, "mask_rcnn/false_positive": 0.11080664332125381, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 235.875, "rpn/num_pos_anchors": 20.125, "time": 0.97784618800506, "total_loss": 0.7079154160455801}
{"data_time": 0.01671304553747177, "eta_seconds": 154126.67933475226, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2983726984040451, "fast_rcnn/fg_cls_accuracy": 0.679412676274601, "iteration": 115079, "loss_box_reg": 0.21889287792146206, "loss_cls": 0.1841673580929637, "loss_mask": 0.2432588804513216, "loss_rpn_cls": 0.03646064200438559, "loss_rpn_loc": 0.07483303127810359, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054545864780406, "mask_rcnn/false_negative": 0.08138612184661387, "mask_rcnn/false_positive": 0.11423290895573204, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9747964590787888, "total_loss": 0.7746927128755488}
{"data_time": 0.018702660920098424, "eta_seconds": 154089.52121592592, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27961556715709535, "fast_rcnn/fg_cls_accuracy": 0.6751529987760099, "iteration": 115099, "loss_box_reg": 0.20824537239968777, "loss_cls": 0.16936070937663317, "loss_mask": 0.24308445490896702, "loss_rpn_cls": 0.03489628399256617, "loss_rpn_loc": 0.08452508342452347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995171342767814, "mask_rcnn/false_negative": 0.08885957199020894, "mask_rcnn/false_positive": 0.11024852544807859, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.994561234023422, "total_loss": 0.7401310247369111}
{"data_time": 0.01643674843944609, "eta_seconds": 154074.54740464687, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.287510016025641, "fast_rcnn/fg_cls_accuracy": 0.6864637219790424, "iteration": 115119, "loss_box_reg": 0.2206232100725174, "loss_cls": 0.17769673187285662, "loss_mask": 0.2425685804337263, "loss_rpn_cls": 0.029154911753721535, "loss_rpn_loc": 0.07438751240260899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913248688963455, "mask_rcnn/false_negative": 0.09487944324537578, "mask_rcnn/false_positive": 0.11157406542597267, "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": 0.9973007538355887, "total_loss": 0.7365306949941441}
{"data_time": 0.01875811954960227, "eta_seconds": 154032.77528087609, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2998169801728521, "fast_rcnn/fg_cls_accuracy": 0.6582181259600615, "iteration": 115139, "loss_box_reg": 0.21731186611577868, "loss_cls": 0.1770763359963894, "loss_mask": 0.23512566648423672, "loss_rpn_cls": 0.02900326397502795, "loss_rpn_loc": 0.0683851488865912, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935329400069563, "mask_rcnn/false_negative": 0.08727634989464594, "mask_rcnn/false_positive": 0.12452930879134065, "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": 0.9648081713821739, "total_loss": 0.7369522479712032}
{"data_time": 0.01651526102796197, "eta_seconds": 153985.52746597677, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.23624477250969922, "fast_rcnn/fg_cls_accuracy": 0.751377092773994, "iteration": 115159, "loss_box_reg": 0.2138345018029213, "loss_cls": 0.1802459005266428, "loss_mask": 0.24900850094854832, "loss_rpn_cls": 0.03789285954553634, "loss_rpn_loc": 0.08394495979882777, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020979194597547, "mask_rcnn/false_negative": 0.09360812274305823, "mask_rcnn/false_positive": 0.11701736362605217, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9887663121335208, "total_loss": 0.799729009042494}
{"data_time": 0.023158414289355278, "eta_seconds": 154009.9397976091, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.3282828282828283, "fast_rcnn/fg_cls_accuracy": 0.6336850991979739, "iteration": 115179, "loss_box_reg": 0.19538335409015417, "loss_cls": 0.17584708519279957, "loss_mask": 0.23555757105350494, "loss_rpn_cls": 0.032477759406901896, "loss_rpn_loc": 0.0688763135112822, "lr": 0.0001, "mask_rcnn/accuracy": 0.9150261785585446, "mask_rcnn/false_negative": 0.08606535061848933, "mask_rcnn/false_positive": 0.09230762979667848, "roi_head/num_bg_samples": 461.125, "roi_head/num_fg_samples": 50.875, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0032451930455863, "total_loss": 0.7325900322757661}
{"data_time": 0.030730599770322442, "eta_seconds": 153945.74820287526, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24722026741731173, "fast_rcnn/fg_cls_accuracy": 0.6967115269835769, "iteration": 115199, "loss_box_reg": 0.21282783709466457, "loss_cls": 0.16453473921865225, "loss_mask": 0.23655164428055286, "loss_rpn_cls": 0.03380234120413661, "loss_rpn_loc": 0.05734987335745245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063804838406935, "mask_rcnn/false_negative": 0.08067677194493145, "mask_rcnn/false_positive": 0.11531600068858039, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9948747500311583, "total_loss": 0.7231614224147052}
{"data_time": 0.02041435707360506, "eta_seconds": 153938.58489965554, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.22350254334060002, "fast_rcnn/fg_cls_accuracy": 0.7241269060501722, "iteration": 115219, "loss_box_reg": 0.2110515646636486, "loss_cls": 0.1603068672120571, "loss_mask": 0.2453502006828785, "loss_rpn_cls": 0.029012671089731157, "loss_rpn_loc": 0.05967499688267708, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021754345995567, "mask_rcnn/false_negative": 0.08148432224175141, "mask_rcnn/false_positive": 0.10567058439469026, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0243555596098304, "total_loss": 0.7129675438627601}
{"data_time": 0.014631504425778985, "eta_seconds": 153905.06570381112, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3223345843758688, "fast_rcnn/fg_cls_accuracy": 0.6583015797412082, "iteration": 115239, "loss_box_reg": 0.2416955754160881, "loss_cls": 0.18845444917678833, "loss_mask": 0.25827761366963387, "loss_rpn_cls": 0.036806100979447365, "loss_rpn_loc": 0.1057170428102836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992742790628556, "mask_rcnn/false_negative": 0.08986927001693679, "mask_rcnn/false_positive": 0.1193522743564516, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9919989639893174, "total_loss": 0.8094403977738693}
{"data_time": 0.015417455462738872, "eta_seconds": 153918.24727905449, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3237606837606838, "fast_rcnn/fg_cls_accuracy": 0.6233593167879865, "iteration": 115259, "loss_box_reg": 0.1972635891288519, "loss_cls": 0.17695726081728935, "loss_mask": 0.23834402300417423, "loss_rpn_cls": 0.032520576496608555, "loss_rpn_loc": 0.07676362618803978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930434439475454, "mask_rcnn/false_negative": 0.09855350185748417, "mask_rcnn/false_positive": 0.11747708849226945, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9900491631124169, "total_loss": 0.7567312798928469}
{"data_time": 0.015327304601669312, "eta_seconds": 153916.56775683165, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27697481046710687, "fast_rcnn/fg_cls_accuracy": 0.6899362818590704, "iteration": 115279, "loss_box_reg": 0.2131257215514779, "loss_cls": 0.184021707624197, "loss_mask": 0.22939369268715382, "loss_rpn_cls": 0.03232258616480976, "loss_rpn_loc": 0.0742382942698896, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020880725987268, "mask_rcnn/false_negative": 0.08762323982814609, "mask_rcnn/false_positive": 0.12086903703105122, "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": 1.0088128540664911, "total_loss": 0.7250898784259334}
{"data_time": 0.02022003009915352, "eta_seconds": 153859.0197956888, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23451573225409672, "fast_rcnn/fg_cls_accuracy": 0.7279289561682785, "iteration": 115299, "loss_box_reg": 0.2000343892723322, "loss_cls": 0.1520612584426999, "loss_mask": 0.2269909493625164, "loss_rpn_cls": 0.0324860179098323, "loss_rpn_loc": 0.06852723518386483, "lr": 0.0001, "mask_rcnn/accuracy": 0.9120910885106672, "mask_rcnn/false_negative": 0.080213506439452, "mask_rcnn/false_positive": 0.09432522831537474, "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": 0.9731426376383752, "total_loss": 0.6623023124411702}
{"data_time": 0.016681218752637506, "eta_seconds": 153913.28674594872, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3069569528216145, "fast_rcnn/fg_cls_accuracy": 0.6688775510204081, "iteration": 115319, "loss_box_reg": 0.22303193993866444, "loss_cls": 0.18204684369266033, "loss_mask": 0.24820775724947453, "loss_rpn_cls": 0.030348143773153424, "loss_rpn_loc": 0.07389715139288455, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042793421554767, "mask_rcnn/false_negative": 0.06907496709042019, "mask_rcnn/false_positive": 0.11986916644094216, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.0077239549718797, "total_loss": 0.7620139913633466}
{"data_time": 0.015302764484658837, "eta_seconds": 153911.3828969607, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.33704453441295545, "fast_rcnn/fg_cls_accuracy": 0.6343272832036877, "iteration": 115339, "loss_box_reg": 0.2109468225389719, "loss_cls": 0.17912184074521065, "loss_mask": 0.2396558504551649, "loss_rpn_cls": 0.038362136809155345, "loss_rpn_loc": 0.07430845964699984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895169987087781, "mask_rcnn/false_negative": 0.09313902675992983, "mask_rcnn/false_positive": 0.11117845424390993, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9952740604057908, "total_loss": 0.7314064392121509}
{"data_time": 0.015867413952946663, "eta_seconds": 154037.99658598378, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.25029457622680584, "fast_rcnn/fg_cls_accuracy": 0.7052359298800579, "iteration": 115359, "loss_box_reg": 0.20622145757079124, "loss_cls": 0.16911816457286477, "loss_mask": 0.24338914826512337, "loss_rpn_cls": 0.03322105621919036, "loss_rpn_loc": 0.0639627578202635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893517024019351, "mask_rcnn/false_negative": 0.09738516784437945, "mask_rcnn/false_positive": 0.10240706390479275, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9935695126187056, "total_loss": 0.760538286092924}
{"data_time": 0.02281770808622241, "eta_seconds": 154240.8708531456, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.29776059221273343, "fast_rcnn/fg_cls_accuracy": 0.6367374258940524, "iteration": 115379, "loss_box_reg": 0.23031639121472836, "loss_cls": 0.18930082395672798, "loss_mask": 0.2520998939871788, "loss_rpn_cls": 0.034650814603082836, "loss_rpn_loc": 0.08169689914211631, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951981685940524, "mask_rcnn/false_negative": 0.0988314941563569, "mask_rcnn/false_positive": 0.11432978407938264, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0602784715592861, "total_loss": 0.800134812714532}
{"data_time": 0.017686327919363976, "eta_seconds": 154207.5334470719, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3027777777777778, "fast_rcnn/fg_cls_accuracy": 0.6472431077694236, "iteration": 115399, "loss_box_reg": 0.22921627759933472, "loss_cls": 0.19218500144779682, "loss_mask": 0.2490693125873804, "loss_rpn_cls": 0.03662097023334354, "loss_rpn_loc": 0.07769559463486075, "lr": 0.0001, "mask_rcnn/accuracy": 0.893964386200411, "mask_rcnn/false_negative": 0.0924505081815371, "mask_rcnn/false_positive": 0.11483536939323452, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9924708378966898, "total_loss": 0.7871190403820947}
{"data_time": 0.02428712253458798, "eta_seconds": 154212.3567613354, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31098536652078773, "fast_rcnn/fg_cls_accuracy": 0.6574796931407942, "iteration": 115419, "loss_box_reg": 0.22460333444178104, "loss_cls": 0.169155634008348, "loss_mask": 0.23927368223667145, "loss_rpn_cls": 0.034354443894699216, "loss_rpn_loc": 0.07969817938283086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930444198380869, "mask_rcnn/false_negative": 0.09017411104113696, "mask_rcnn/false_positive": 0.1267697832406657, "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": 1.0108226996380836, "total_loss": 0.762551964726299}
{"data_time": 0.018197995144873857, "eta_seconds": 154181.0179734975, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2772049463538825, "fast_rcnn/fg_cls_accuracy": 0.6911111111111111, "iteration": 115439, "loss_box_reg": 0.21097894944250584, "loss_cls": 0.16952117532491684, "loss_mask": 0.23442807979881763, "loss_rpn_cls": 0.03386648901505396, "loss_rpn_loc": 0.08060503052547574, "lr": 0.0001, "mask_rcnn/accuracy": 0.9103254696212646, "mask_rcnn/false_negative": 0.0745371542704235, "mask_rcnn/false_positive": 0.1079352742300623, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9797761447262019, "total_loss": 0.7299170108744875}
{"data_time": 0.020177748519927263, "eta_seconds": 154172.45189479087, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.28191749267066873, "fast_rcnn/fg_cls_accuracy": 0.6855148615794839, "iteration": 115459, "loss_box_reg": 0.20833672396838665, "loss_cls": 0.18121226970106363, "loss_mask": 0.23616847023367882, "loss_rpn_cls": 0.028791066724807024, "loss_rpn_loc": 0.06775859114713967, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017725086769228, "mask_rcnn/false_negative": 0.09452962057312403, "mask_rcnn/false_positive": 0.10107952271045689, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.0026467132847756, "total_loss": 0.7213195596123114}
{"data_time": 0.019815501058474183, "eta_seconds": 154152.4994615186, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31152950310559, "fast_rcnn/fg_cls_accuracy": 0.6456043956043955, "iteration": 115479, "loss_box_reg": 0.21399717219173908, "loss_cls": 0.18773428816348314, "loss_mask": 0.23919134121388197, "loss_rpn_cls": 0.037001589545980096, "loss_rpn_loc": 0.08665591618046165, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014378055263002, "mask_rcnn/false_negative": 0.08600263011246609, "mask_rcnn/false_positive": 0.10886562457453558, "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": 1.0076561353635043, "total_loss": 0.766681285109371}
{"data_time": 0.013319686986505985, "eta_seconds": 154177.35409608576, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.322751065519309, "fast_rcnn/fg_cls_accuracy": 0.6378044630268851, "iteration": 115499, "loss_box_reg": 0.24247868359088898, "loss_cls": 0.19563495554029942, "loss_mask": 0.24059068597853184, "loss_rpn_cls": 0.03702028177212924, "loss_rpn_loc": 0.08772929024416953, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917037173783413, "mask_rcnn/false_negative": 0.08601348993668265, "mask_rcnn/false_positive": 0.13636043384250385, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0042643428314477, "total_loss": 0.8037685473100282}
{"data_time": 0.021111339097842574, "eta_seconds": 154136.69067315757, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29555995475113117, "fast_rcnn/fg_cls_accuracy": 0.6957579185520362, "iteration": 115519, "loss_box_reg": 0.22522125532850623, "loss_cls": 0.19240454584360123, "loss_mask": 0.24459942802786827, "loss_rpn_cls": 0.035662732319906354, "loss_rpn_loc": 0.08331949566490948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966693870229852, "mask_rcnn/false_negative": 0.10020253326090417, "mask_rcnn/false_positive": 0.10010930951287669, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.004520723130554, "total_loss": 0.7917110295966268}
{"data_time": 0.013997662113979459, "eta_seconds": 154137.43762900587, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2988623044901588, "fast_rcnn/fg_cls_accuracy": 0.6599962221802465, "iteration": 115539, "loss_box_reg": 0.21140210144221783, "loss_cls": 0.17114175111055374, "loss_mask": 0.24375221133232117, "loss_rpn_cls": 0.032049438916146755, "loss_rpn_loc": 0.06247751432238147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949360645956768, "mask_rcnn/false_negative": 0.09219036551707117, "mask_rcnn/false_positive": 0.10301120865154843, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0105791282840073, "total_loss": 0.7435122538590804}
{"data_time": 0.012789741856977344, "eta_seconds": 154131.75069504417, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3132030315117671, "fast_rcnn/fg_cls_accuracy": 0.6600093984962406, "iteration": 115559, "loss_box_reg": 0.21968953870236874, "loss_cls": 0.17838424071669579, "loss_mask": 0.24434772692620754, "loss_rpn_cls": 0.034755653934553266, "loss_rpn_loc": 0.08556013449560851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932174485386906, "mask_rcnn/false_negative": 0.10191371088485819, "mask_rcnn/false_positive": 0.1072665588475821, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.007376573048532, "total_loss": 0.7478144866181538}
{"data_time": 0.020452383439987898, "eta_seconds": 154015.26022855658, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3275107976600514, "fast_rcnn/fg_cls_accuracy": 0.6624296101908043, "iteration": 115579, "loss_box_reg": 0.235868813470006, "loss_cls": 0.18627009028568864, "loss_mask": 0.2607894139364362, "loss_rpn_cls": 0.03773385635577142, "loss_rpn_loc": 0.07214831677265465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875397790984526, "mask_rcnn/false_negative": 0.09257050442357947, "mask_rcnn/false_positive": 0.11627680489840866, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9659396503120661, "total_loss": 0.7863191128708422}
{"data_time": 0.01667170156724751, "eta_seconds": 153858.93208589405, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30947667412635566, "fast_rcnn/fg_cls_accuracy": 0.6515805614531729, "iteration": 115599, "loss_box_reg": 0.20243795588612556, "loss_cls": 0.16748187225311995, "loss_mask": 0.23524807021021843, "loss_rpn_cls": 0.03267341043101624, "loss_rpn_loc": 0.05916976765729487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982368820246294, "mask_rcnn/false_negative": 0.094270933292565, "mask_rcnn/false_positive": 0.11209062662312659, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.973367728991434, "total_loss": 0.6938226016936824}
{"data_time": 0.024387810146436095, "eta_seconds": 153842.90505073965, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.32666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6470207874317464, "iteration": 115619, "loss_box_reg": 0.21473487745970488, "loss_cls": 0.15307927876710892, "loss_mask": 0.22976851277053356, "loss_rpn_cls": 0.031042088172398508, "loss_rpn_loc": 0.06974287878256291, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964366743631174, "mask_rcnn/false_negative": 0.08829219115192179, "mask_rcnn/false_positive": 0.10525414714140947, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0041846863459796, "total_loss": 0.7200567870168015}
{"data_time": 0.026839962461963296, "eta_seconds": 153814.261149941, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2832209518225349, "fast_rcnn/fg_cls_accuracy": 0.6965341725099266, "iteration": 115639, "loss_box_reg": 0.2279946617782116, "loss_cls": 0.17830916494131088, "loss_mask": 0.23648842051625252, "loss_rpn_cls": 0.03322477429173887, "loss_rpn_loc": 0.07134027453139424, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039854517606489, "mask_rcnn/false_negative": 0.08464713539860255, "mask_rcnn/false_positive": 0.10490614532464401, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.998504163697362, "total_loss": 0.739929438685067}
{"data_time": 0.016369523014873266, "eta_seconds": 153847.56005252246, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29754031434986733, "fast_rcnn/fg_cls_accuracy": 0.6884679365525643, "iteration": 115659, "loss_box_reg": 0.2170480377972126, "loss_cls": 0.17872510850429535, "loss_mask": 0.24844395741820335, "loss_rpn_cls": 0.03351924096932635, "loss_rpn_loc": 0.06967693474143744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894244683923163, "mask_rcnn/false_negative": 0.09512093738966201, "mask_rcnn/false_positive": 0.12809365653915974, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0075746844522655, "total_loss": 0.7686049326439388}
{"data_time": 0.016129834344610572, "eta_seconds": 153827.62386487797, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.31909266208046694, "fast_rcnn/fg_cls_accuracy": 0.6419266810833075, "iteration": 115679, "loss_box_reg": 0.21094273123890162, "loss_cls": 0.1788943149149418, "loss_mask": 0.22673421166837215, "loss_rpn_cls": 0.033589608676265925, "loss_rpn_loc": 0.0792438113130629, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019434967056623, "mask_rcnn/false_negative": 0.07962759235805335, "mask_rcnn/false_positive": 0.12018638223367799, "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": 0.9845436576288193, "total_loss": 0.7486508715664968}
{"data_time": 0.014092800440266728, "eta_seconds": 153921.65549502242, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3438813284177628, "fast_rcnn/fg_cls_accuracy": 0.6362522637690422, "iteration": 115699, "loss_box_reg": 0.2258958127349615, "loss_cls": 0.184950259514153, "loss_mask": 0.24506008625030518, "loss_rpn_cls": 0.0363477289211005, "loss_rpn_loc": 0.07607479253783822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880714687449782, "mask_rcnn/false_negative": 0.09652384605763956, "mask_rcnn/false_positive": 0.1192517555732833, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0201896061189473, "total_loss": 0.7732250923290849}
{"data_time": 0.01809765654616058, "eta_seconds": 153821.86325489543, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31065374548174, "fast_rcnn/fg_cls_accuracy": 0.6377756230697407, "iteration": 115719, "loss_box_reg": 0.22002144902944565, "loss_cls": 0.17276564240455627, "loss_mask": 0.23206455260515213, "loss_rpn_cls": 0.037649889942258596, "loss_rpn_loc": 0.06815379182808101, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954318653377311, "mask_rcnn/false_negative": 0.10765770841338317, "mask_rcnn/false_positive": 0.10457165164074365, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.972815167857334, "total_loss": 0.7757834568619728}
{"data_time": 0.021105656633153558, "eta_seconds": 153900.11916723568, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.295755341274343, "fast_rcnn/fg_cls_accuracy": 0.6617435814433407, "iteration": 115739, "loss_box_reg": 0.21758550219237804, "loss_cls": 0.17153954971581697, "loss_mask": 0.23827026598155499, "loss_rpn_cls": 0.032141420466359705, "loss_rpn_loc": 0.06473596137948334, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097649681361308, "mask_rcnn/false_negative": 0.07840634535353608, "mask_rcnn/false_positive": 0.11207618623249437, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.021507618483156, "total_loss": 0.7344091235427186}
{"data_time": 0.013748742174357176, "eta_seconds": 153861.80261537433, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.27495212610016406, "fast_rcnn/fg_cls_accuracy": 0.7161270023514865, "iteration": 115759, "loss_box_reg": 0.21592567395418882, "loss_cls": 0.16121383290737867, "loss_mask": 0.2404683344066143, "loss_rpn_cls": 0.030963507015258074, "loss_rpn_loc": 0.07350062159821391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944855830900809, "mask_rcnn/false_negative": 0.09053800278022867, "mask_rcnn/false_positive": 0.11092185973876392, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0177059981506318, "total_loss": 0.7256714816903695}
{"data_time": 0.014170183567330241, "eta_seconds": 153859.60166883655, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3120512820512821, "fast_rcnn/fg_cls_accuracy": 0.6416560936839188, "iteration": 115779, "loss_box_reg": 0.2106766076758504, "loss_cls": 0.16463586501777172, "loss_mask": 0.23412571288645267, "loss_rpn_cls": 0.03209006547695026, "loss_rpn_loc": 0.06203946052119136, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954866868542622, "mask_rcnn/false_negative": 0.07916002726945152, "mask_rcnn/false_positive": 0.12405997273910785, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0184426088817418, "total_loss": 0.7108508528908715}
{"data_time": 0.015235510421916842, "eta_seconds": 153798.43957037665, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.33286206048684536, "fast_rcnn/fg_cls_accuracy": 0.6415667429788969, "iteration": 115799, "loss_box_reg": 0.1943157585337758, "loss_cls": 0.17549739871174097, "loss_mask": 0.24072564207017422, "loss_rpn_cls": 0.03624599613249302, "loss_rpn_loc": 0.06763217365369201, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002113726102132, "mask_rcnn/false_negative": 0.09536926160395194, "mask_rcnn/false_positive": 0.10755397260347357, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.959441096521914, "total_loss": 0.6905236560851336}
{"data_time": 0.015569190494716167, "eta_seconds": 153753.08439085726, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27808771779246416, "fast_rcnn/fg_cls_accuracy": 0.6874140901786925, "iteration": 115819, "loss_box_reg": 0.21046149171888828, "loss_cls": 0.1696320241317153, "loss_mask": 0.23654832877218723, "loss_rpn_cls": 0.034898165496997535, "loss_rpn_loc": 0.07995548262260854, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049727261943545, "mask_rcnn/false_negative": 0.08871187905091392, "mask_rcnn/false_positive": 0.1164706461244852, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.983940102159977, "total_loss": 0.7098608639789745}
{"data_time": 0.016200534999370575, "eta_seconds": 153758.54373650625, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.246412725384688, "fast_rcnn/fg_cls_accuracy": 0.7375029825817228, "iteration": 115839, "loss_box_reg": 0.22863262612372637, "loss_cls": 0.18767647165805101, "loss_mask": 0.2367041204124689, "loss_rpn_cls": 0.03467301756609231, "loss_rpn_loc": 0.07674356270581484, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006217299648065, "mask_rcnn/false_negative": 0.0863873318678462, "mask_rcnn/false_positive": 0.11648275044913889, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.992523180320859, "total_loss": 0.7445283323759213}
{"data_time": 0.01605831691995263, "eta_seconds": 153818.10589236673, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2906828617982521, "fast_rcnn/fg_cls_accuracy": 0.6755063733193645, "iteration": 115859, "loss_box_reg": 0.22902516555041075, "loss_cls": 0.18311555869877338, "loss_mask": 0.23739262111485004, "loss_rpn_cls": 0.03648392006289214, "loss_rpn_loc": 0.07929103926289827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986285615761922, "mask_rcnn/false_negative": 0.09302282600737477, "mask_rcnn/false_positive": 0.1083011840382476, "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": 1.0258590430021286, "total_loss": 0.7655432890169322}
{"data_time": 0.014775855466723442, "eta_seconds": 153693.25052742846, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2752915324032611, "fast_rcnn/fg_cls_accuracy": 0.7144049208468434, "iteration": 115879, "loss_box_reg": 0.22320061456412077, "loss_cls": 0.17194320634007454, "loss_mask": 0.23403740487992764, "loss_rpn_cls": 0.03248514630831778, "loss_rpn_loc": 0.06608115183189511, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043669600541638, "mask_rcnn/false_negative": 0.08618444336643269, "mask_rcnn/false_positive": 0.1088795211732688, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9795799539424479, "total_loss": 0.7569370431592688}
{"data_time": 0.01742072287015617, "eta_seconds": 153673.30590628553, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.29835889157923057, "fast_rcnn/fg_cls_accuracy": 0.6704648790116885, "iteration": 115899, "loss_box_reg": 0.2158899363130331, "loss_cls": 0.17591405473649502, "loss_mask": 0.2398185022175312, "loss_rpn_cls": 0.03689276613295078, "loss_rpn_loc": 0.08588223392143846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878908802022754, "mask_rcnn/false_negative": 0.09770637940839608, "mask_rcnn/false_positive": 0.12097684557139426, "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": 0.9853516090661287, "total_loss": 0.7802953612990677}
{"data_time": 0.018613367807120085, "eta_seconds": 153619.2924130708, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.296149857402126, "fast_rcnn/fg_cls_accuracy": 0.6770228960009982, "iteration": 115919, "loss_box_reg": 0.21310804318636656, "loss_cls": 0.17830731999129057, "loss_mask": 0.23417107295244932, "loss_rpn_cls": 0.030968028586357832, "loss_rpn_loc": 0.06917227664962411, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061055960845876, "mask_rcnn/false_negative": 0.0853613378849532, "mask_rcnn/false_positive": 0.09322589590220723, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.983646773500368, "total_loss": 0.7300471346097765}
{"data_time": 0.0156861855648458, "eta_seconds": 153568.4534254996, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31856540084388185, "fast_rcnn/fg_cls_accuracy": 0.6375520265082637, "iteration": 115939, "loss_box_reg": 0.21537321619689465, "loss_cls": 0.19002504413947463, "loss_mask": 0.234907366335392, "loss_rpn_cls": 0.03597223188262433, "loss_rpn_loc": 0.0882180614862591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943838678882405, "mask_rcnn/false_negative": 0.09776524274265927, "mask_rcnn/false_positive": 0.11899480931156212, "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": 0.9971300247125328, "total_loss": 0.7842711576959118}
{"data_time": 0.021774268243461847, "eta_seconds": 153567.21855355427, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.28100979585999786, "fast_rcnn/fg_cls_accuracy": 0.6775072275706775, "iteration": 115959, "loss_box_reg": 0.21870698779821396, "loss_cls": 0.17342212982475758, "loss_mask": 0.24067996628582478, "loss_rpn_cls": 0.03478508023545146, "loss_rpn_loc": 0.06724863895215094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928034170993908, "mask_rcnn/false_negative": 0.08341632542404373, "mask_rcnn/false_positive": 0.12549254902641244, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9932648453395814, "total_loss": 0.7358918730169535}
{"data_time": 0.015791065525263548, "eta_seconds": 153547.27993779816, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.32209622279663136, "fast_rcnn/fg_cls_accuracy": 0.605228160585155, "iteration": 115979, "loss_box_reg": 0.2319696145132184, "loss_cls": 0.18322307989001274, "loss_mask": 0.24664884246885777, "loss_rpn_cls": 0.03075078595429659, "loss_rpn_loc": 0.06918737234082073, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921752263630527, "mask_rcnn/false_negative": 0.08240918047302952, "mask_rcnn/false_positive": 0.12706782037737951, "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": 1.0044613515492529, "total_loss": 0.7710218033753335}
{"data_time": 0.017841340973973274, "eta_seconds": 153586.27834171057, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3129628285174967, "fast_rcnn/fg_cls_accuracy": 0.6477114864370841, "iteration": 115999, "loss_box_reg": 0.19915724452584982, "loss_cls": 0.17654774989932775, "loss_mask": 0.23842311836779118, "loss_rpn_cls": 0.03371999552473426, "loss_rpn_loc": 0.06729794479906559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876596185537982, "mask_rcnn/false_negative": 0.08678607680393335, "mask_rcnn/false_positive": 0.13095608688559038, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9600989245809615, "total_loss": 0.7245481088757515}
{"data_time": 0.012585102580487728, "eta_seconds": 153653.68306342978, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.33552250338033607, "fast_rcnn/fg_cls_accuracy": 0.6480104307514004, "iteration": 116019, "loss_box_reg": 0.20878217741847038, "loss_cls": 0.1758962031453848, "loss_mask": 0.24508686177432537, "loss_rpn_cls": 0.032990726409479976, "loss_rpn_loc": 0.06219859834527597, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894584061780646, "mask_rcnn/false_negative": 0.09672606393044088, "mask_rcnn/false_positive": 0.11048433685483673, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0278667726088315, "total_loss": 0.7478438110556453}
{"data_time": 0.016252961475402117, "eta_seconds": 153600.2092655562, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3577210967374502, "fast_rcnn/fg_cls_accuracy": 0.6032524120759415, "iteration": 116039, "loss_box_reg": 0.21007889322936535, "loss_cls": 0.18230329733341932, "loss_mask": 0.23406903818249702, "loss_rpn_cls": 0.03526358911767602, "loss_rpn_loc": 0.07678695535287261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900562188757467, "mask_rcnn/false_negative": 0.09398627177156195, "mask_rcnn/false_positive": 0.11866482538581084, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0025602786336094, "total_loss": 0.7350885081104934}
{"data_time": 0.014423262560740113, "eta_seconds": 153562.53821713384, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33478047182175624, "fast_rcnn/fg_cls_accuracy": 0.6247620955624562, "iteration": 116059, "loss_box_reg": 0.20791777037084103, "loss_cls": 0.16466505825519562, "loss_mask": 0.237489840015769, "loss_rpn_cls": 0.03103911894140765, "loss_rpn_loc": 0.06972634280100465, "lr": 0.0001, "mask_rcnn/accuracy": 0.895003747143108, "mask_rcnn/false_negative": 0.08470302176809649, "mask_rcnn/false_positive": 0.11524625029873695, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9812410897575319, "total_loss": 0.7117218198254704}
{"data_time": 0.027726441388949752, "eta_seconds": 153593.81021641195, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30444058154235143, "fast_rcnn/fg_cls_accuracy": 0.6711243678887484, "iteration": 116079, "loss_box_reg": 0.2157619446516037, "loss_cls": 0.17538533173501492, "loss_mask": 0.23938080854713917, "loss_rpn_cls": 0.03375444980338216, "loss_rpn_loc": 0.07360997935757041, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037491155256829, "mask_rcnn/false_negative": 0.08346020179063654, "mask_rcnn/false_positive": 0.1190027108799539, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9762329966761172, "total_loss": 0.7544397785095498}
{"data_time": 0.013942536199465394, "eta_seconds": 153716.72065313905, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.30384496408235284, "fast_rcnn/fg_cls_accuracy": 0.6503376377206492, "iteration": 116099, "loss_box_reg": 0.22245332226157188, "loss_cls": 0.16953677590936422, "loss_mask": 0.23917493410408497, "loss_rpn_cls": 0.03368959983345121, "loss_rpn_loc": 0.07536141714081168, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055913454233162, "mask_rcnn/false_negative": 0.08751708459506755, "mask_rcnn/false_positive": 0.1119902372076985, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0213312427513301, "total_loss": 0.7459321634378284}
{"data_time": 0.021021421067416668, "eta_seconds": 153705.43458336033, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3400409158681908, "fast_rcnn/fg_cls_accuracy": 0.6241812843484152, "iteration": 116119, "loss_box_reg": 0.22559834271669388, "loss_cls": 0.18812366342172027, "loss_mask": 0.24079295247793198, "loss_rpn_cls": 0.02718667034059763, "loss_rpn_loc": 0.06464862520806491, "lr": 0.0001, "mask_rcnn/accuracy": 0.898711809237905, "mask_rcnn/false_negative": 0.0802542516014168, "mask_rcnn/false_positive": 0.11699603861747004, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0424572480842471, "total_loss": 0.7558742631226778}
{"data_time": 0.014155071461573243, "eta_seconds": 153748.96915738937, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3566336892481551, "fast_rcnn/fg_cls_accuracy": 0.6074987846378221, "iteration": 116139, "loss_box_reg": 0.2241976484656334, "loss_cls": 0.18651512823998928, "loss_mask": 0.24945581518113613, "loss_rpn_cls": 0.03369596437551081, "loss_rpn_loc": 0.07464628806337714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954832712087711, "mask_rcnn/false_negative": 0.09068363903851298, "mask_rcnn/false_positive": 0.11612159843928549, "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": 1.003056603251025, "total_loss": 0.7669370085350238}
{"data_time": 0.014925082214176655, "eta_seconds": 153794.36959818006, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3290788362355563, "fast_rcnn/fg_cls_accuracy": 0.6467351430667645, "iteration": 116159, "loss_box_reg": 0.25251199677586555, "loss_cls": 0.19616741500794888, "loss_mask": 0.2527721915394068, "loss_rpn_cls": 0.030128327547572553, "loss_rpn_loc": 0.07667142851278186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8729721734000755, "mask_rcnn/false_negative": 0.1085432070521924, "mask_rcnn/false_positive": 0.13728557199882674, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.0188955252524465, "total_loss": 0.8148036245838739}
{"data_time": 0.025107885943725705, "eta_seconds": 153774.37553036958, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3310928653840994, "fast_rcnn/fg_cls_accuracy": 0.6310313531353136, "iteration": 116179, "loss_box_reg": 0.23426484875380993, "loss_cls": 0.1926305303350091, "loss_mask": 0.2414005771279335, "loss_rpn_cls": 0.03300504031358287, "loss_rpn_loc": 0.07792983250692487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892320201276387, "mask_rcnn/false_negative": 0.10131822312705599, "mask_rcnn/false_positive": 0.11457477223694332, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0171308401040733, "total_loss": 0.796557335415855}
{"data_time": 0.019718485651537776, "eta_seconds": 153962.0893532876, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3060673766067957, "fast_rcnn/fg_cls_accuracy": 0.6797549297549297, "iteration": 116199, "loss_box_reg": 0.22212417796254158, "loss_cls": 0.18512408435344696, "loss_mask": 0.2486159112304449, "loss_rpn_cls": 0.03521358803845942, "loss_rpn_loc": 0.07064476213417947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957421921299731, "mask_rcnn/false_negative": 0.0990900936048601, "mask_rcnn/false_positive": 0.10656994347833137, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0101504956837744, "total_loss": 0.7726650193799287}
{"data_time": 0.016871292842552066, "eta_seconds": 153820.883091297, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2835573398498865, "fast_rcnn/fg_cls_accuracy": 0.6775557693598551, "iteration": 116219, "loss_box_reg": 0.22198217920958996, "loss_cls": 0.17794979643076658, "loss_mask": 0.23888644389808178, "loss_rpn_cls": 0.03739387751556933, "loss_rpn_loc": 0.06871261086780578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997453962053572, "mask_rcnn/false_negative": 0.09920806392621408, "mask_rcnn/false_positive": 0.10340909102412921, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9907055688090622, "total_loss": 0.7548467562301084}
{"data_time": 0.02022610092535615, "eta_seconds": 153922.04719740897, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29476486246672584, "fast_rcnn/fg_cls_accuracy": 0.6798876072167999, "iteration": 116239, "loss_box_reg": 0.21441350132226944, "loss_cls": 0.17215273063629866, "loss_mask": 0.23199544288218021, "loss_rpn_cls": 0.030653727939352393, "loss_rpn_loc": 0.07319837575778365, "lr": 0.0001, "mask_rcnn/accuracy": 0.891560862606781, "mask_rcnn/false_negative": 0.09801210800732643, "mask_rcnn/false_positive": 0.10905059140457198, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0215197796933353, "total_loss": 0.7406612483318895}
{"data_time": 0.013706589816138148, "eta_seconds": 153842.08156004548, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.30114983404457085, "fast_rcnn/fg_cls_accuracy": 0.6735521235521236, "iteration": 116259, "loss_box_reg": 0.21025646477937698, "loss_cls": 0.17502720560878515, "loss_mask": 0.22914344631135464, "loss_rpn_cls": 0.033171661547385156, "loss_rpn_loc": 0.07826288137584925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970071584061017, "mask_rcnn/false_negative": 0.0929653896696972, "mask_rcnn/false_positive": 0.11716985231564088, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9507815446704626, "total_loss": 0.7257729019329417}
{"data_time": 0.017062016995623708, "eta_seconds": 153822.06828027964, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.308262313226342, "fast_rcnn/fg_cls_accuracy": 0.6624700239808153, "iteration": 116279, "loss_box_reg": 0.23583741299808025, "loss_cls": 0.19153458811342716, "loss_mask": 0.237332571297884, "loss_rpn_cls": 0.028142706491053104, "loss_rpn_loc": 0.06874314649030566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944917238150321, "mask_rcnn/false_negative": 0.09114641252150904, "mask_rcnn/false_positive": 0.11746973710076217, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0226533529348671, "total_loss": 0.7678724129218608}
{"data_time": 0.020379306050017476, "eta_seconds": 153910.11100288015, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.33128215056142485, "fast_rcnn/fg_cls_accuracy": 0.6313372384690294, "iteration": 116299, "loss_box_reg": 0.19851200561970472, "loss_cls": 0.1680273050442338, "loss_mask": 0.24280590005218983, "loss_rpn_cls": 0.034178814908955246, "loss_rpn_loc": 0.07770254253409803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914862575208877, "mask_rcnn/false_negative": 0.09113146032437547, "mask_rcnn/false_positive": 0.12485399315136408, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0017932429909706, "total_loss": 0.7602735827676952}
{"data_time": 0.020076093496754766, "eta_seconds": 153850.61486717314, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2797527309679058, "fast_rcnn/fg_cls_accuracy": 0.7027841600216245, "iteration": 116319, "loss_box_reg": 0.21957829408347607, "loss_cls": 0.17752844654023647, "loss_mask": 0.24723920319229364, "loss_rpn_cls": 0.03819627268239856, "loss_rpn_loc": 0.06974025722593069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896183833749426, "mask_rcnn/false_negative": 0.0990783848276075, "mask_rcnn/false_positive": 0.11467942574159787, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0150052630342543, "total_loss": 0.7515426948666573}
{"data_time": 0.014337568078190088, "eta_seconds": 153791.70597620308, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30555911635260435, "fast_rcnn/fg_cls_accuracy": 0.6925251748351351, "iteration": 116339, "loss_box_reg": 0.2254794565960765, "loss_cls": 0.18315640464425087, "loss_mask": 0.2436480075120926, "loss_rpn_cls": 0.033062915317714214, "loss_rpn_loc": 0.06004370516166091, "lr": 0.0001, "mask_rcnn/accuracy": 0.892503174244601, "mask_rcnn/false_negative": 0.09883234907373947, "mask_rcnn/false_positive": 0.12439563749193527, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9917537856381387, "total_loss": 0.7736161528155208}
{"data_time": 0.015880384715273976, "eta_seconds": 153850.02898166887, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.28257935809423224, "fast_rcnn/fg_cls_accuracy": 0.660185572060455, "iteration": 116359, "loss_box_reg": 0.22930918633937836, "loss_cls": 0.19400879926979542, "loss_mask": 0.24466255493462086, "loss_rpn_cls": 0.0406901566311717, "loss_rpn_loc": 0.08727185358293355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973761076994666, "mask_rcnn/false_negative": 0.0869477466941544, "mask_rcnn/false_positive": 0.11641275352194139, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0219267576467246, "total_loss": 0.8051691866712645}
{"data_time": 0.02834081184118986, "eta_seconds": 153751.67169116437, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.272167174796748, "fast_rcnn/fg_cls_accuracy": 0.6804921396370363, "iteration": 116379, "loss_box_reg": 0.219755157828331, "loss_cls": 0.18598699569702148, "loss_mask": 0.2262693252414465, "loss_rpn_cls": 0.033377760322764516, "loss_rpn_loc": 0.07246260391548276, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040926636402593, "mask_rcnn/false_negative": 0.085676550970527, "mask_rcnn/false_positive": 0.10303463881502982, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0302893358748406, "total_loss": 0.7663390742382035}
{"data_time": 0.017257520696148276, "eta_seconds": 153821.5581893921, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.31903041252634745, "fast_rcnn/fg_cls_accuracy": 0.6209832764206287, "iteration": 116399, "loss_box_reg": 0.20928714144974947, "loss_cls": 0.18584121856838465, "loss_mask": 0.23278089426457882, "loss_rpn_cls": 0.03318181762006134, "loss_rpn_loc": 0.07553463033400476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957524542541717, "mask_rcnn/false_negative": 0.09344461456547079, "mask_rcnn/false_positive": 0.11754208886426835, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.036231293110177, "total_loss": 0.7412152569741011}
{"data_time": 0.016163853695616126, "eta_seconds": 153801.66540035512, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3867306155075939, "fast_rcnn/fg_cls_accuracy": 0.5891673368254038, "iteration": 116419, "loss_box_reg": 0.23756535723805428, "loss_cls": 0.20159973576664925, "loss_mask": 0.24875923246145248, "loss_rpn_cls": 0.034104153979569674, "loss_rpn_loc": 0.08521361090242863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8756746448579431, "mask_rcnn/false_negative": 0.10701068975667632, "mask_rcnn/false_positive": 0.13515012375021115, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0157215450890362, "total_loss": 0.8212677077390254}
{"data_time": 0.01444017980247736, "eta_seconds": 153781.63653391413, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3496376811594203, "fast_rcnn/fg_cls_accuracy": 0.6192692996131417, "iteration": 116439, "loss_box_reg": 0.21071977727115154, "loss_cls": 0.17990887351334095, "loss_mask": 0.2511160410940647, "loss_rpn_cls": 0.03585348522756249, "loss_rpn_loc": 0.08035510499030352, "lr": 0.0001, "mask_rcnn/accuracy": 0.902023039442851, "mask_rcnn/false_negative": 0.08156138305233954, "mask_rcnn/false_positive": 0.11247150937613196, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9608640484511852, "total_loss": 0.754391350899823}
{"data_time": 0.0213249116204679, "eta_seconds": 153836.70145377517, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27532830276973475, "fast_rcnn/fg_cls_accuracy": 0.706557148175726, "iteration": 116459, "loss_box_reg": 0.21515827719122171, "loss_cls": 0.16844524792395532, "loss_mask": 0.2283166702836752, "loss_rpn_cls": 0.029730934475082904, "loss_rpn_loc": 0.061317753774346784, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014126824438695, "mask_rcnn/false_negative": 0.09246077427045175, "mask_rcnn/false_positive": 0.10439381441000303, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0259349353145808, "total_loss": 0.7263095461530611}
{"data_time": 0.01905539445579052, "eta_seconds": 153734.9293863587, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2549209363473688, "fast_rcnn/fg_cls_accuracy": 0.6811974789915967, "iteration": 116479, "loss_box_reg": 0.22106374241411686, "loss_cls": 0.17551273899152875, "loss_mask": 0.24941630475223064, "loss_rpn_cls": 0.029993685777299106, "loss_rpn_loc": 0.06605513946851715, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041877161686562, "mask_rcnn/false_negative": 0.08352606747367156, "mask_rcnn/false_positive": 0.11565692490492785, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9778379127383232, "total_loss": 0.7287495509954169}
{"data_time": 0.01682994421571493, "eta_seconds": 153601.92220285535, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3536967418546366, "fast_rcnn/fg_cls_accuracy": 0.6104691876750701, "iteration": 116499, "loss_box_reg": 0.22567580826580524, "loss_cls": 0.18786404840648174, "loss_mask": 0.24939789064228535, "loss_rpn_cls": 0.035109393182210624, "loss_rpn_loc": 0.08636551536619663, "lr": 0.0001, "mask_rcnn/accuracy": 0.893220500946684, "mask_rcnn/false_negative": 0.09628135326601125, "mask_rcnn/false_positive": 0.1145082308933642, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 0.9809027565643191, "total_loss": 0.7706398442387581}
{"data_time": 0.016822092700749636, "eta_seconds": 153493.2625954505, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.27489754973106806, "fast_rcnn/fg_cls_accuracy": 0.7016181865828093, "iteration": 116519, "loss_box_reg": 0.20763850677758455, "loss_cls": 0.16892038937658072, "loss_mask": 0.22424398362636566, "loss_rpn_cls": 0.03197344462387264, "loss_rpn_loc": 0.06942845170851797, "lr": 0.0001, "mask_rcnn/accuracy": 0.893011572526738, "mask_rcnn/false_negative": 0.08916507531957792, "mask_rcnn/false_positive": 0.13150667051185222, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9985122689977288, "total_loss": 0.6993119897088036}
{"data_time": 0.014907128177583218, "eta_seconds": 153561.89564332366, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28810934554268786, "fast_rcnn/fg_cls_accuracy": 0.6986197145165634, "iteration": 116539, "loss_box_reg": 0.2139719044789672, "loss_cls": 0.17061920650303364, "loss_mask": 0.23979283310472965, "loss_rpn_cls": 0.040831532096490264, "loss_rpn_loc": 0.08157294371630996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976697294269069, "mask_rcnn/false_negative": 0.08658751073701117, "mask_rcnn/false_positive": 0.12397682232663632, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0240397024899721, "total_loss": 0.7409156691282988}
{"data_time": 0.014043990289792418, "eta_seconds": 153615.27429256588, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30587680446194226, "fast_rcnn/fg_cls_accuracy": 0.6737396816037735, "iteration": 116559, "loss_box_reg": 0.21815342921763659, "loss_cls": 0.17546248715370893, "loss_mask": 0.24735571444034576, "loss_rpn_cls": 0.03033207735279575, "loss_rpn_loc": 0.08446019550319761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905759994979554, "mask_rcnn/false_negative": 0.08717960035207373, "mask_rcnn/false_positive": 0.12948400276736438, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.027803563978523, "total_loss": 0.7568568249698728}
{"data_time": 0.015426412923261523, "eta_seconds": 153649.4332305668, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3181282554862949, "fast_rcnn/fg_cls_accuracy": 0.6657283603096411, "iteration": 116579, "loss_box_reg": 0.21563199907541275, "loss_cls": 0.17503555677831173, "loss_mask": 0.24170759692788124, "loss_rpn_cls": 0.033839816926047206, "loss_rpn_loc": 0.05949663056526333, "lr": 0.0001, "mask_rcnn/accuracy": 0.896177607950692, "mask_rcnn/false_negative": 0.09660085589142126, "mask_rcnn/false_positive": 0.11348325744898893, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9821557239629328, "total_loss": 0.7210292177041993}
{"data_time": 0.014468659879639745, "eta_seconds": 153636.5799602121, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2684559695891141, "fast_rcnn/fg_cls_accuracy": 0.6906915419605775, "iteration": 116599, "loss_box_reg": 0.21898961812257767, "loss_cls": 0.18233777955174446, "loss_mask": 0.23895986936986446, "loss_rpn_cls": 0.03437770262826234, "loss_rpn_loc": 0.09427379176486284, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087226430976432, "mask_rcnn/false_negative": 0.08021954950602228, "mask_rcnn/false_positive": 0.08714921368683362, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9884348791092634, "total_loss": 0.7698826520645525}
{"data_time": 0.01779729756526649, "eta_seconds": 153638.0035517458, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.28021672420406596, "fast_rcnn/fg_cls_accuracy": 0.685950234090515, "iteration": 116619, "loss_box_reg": 0.21347310673445463, "loss_cls": 0.17679338064044714, "loss_mask": 0.2423984855413437, "loss_rpn_cls": 0.029646519804373384, "loss_rpn_loc": 0.08347868674900383, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002195535966557, "mask_rcnn/false_negative": 0.08842291398924271, "mask_rcnn/false_positive": 0.09751895396500246, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.021437020972371, "total_loss": 0.7460865189787}
{"data_time": 0.0252231084741652, "eta_seconds": 153631.1231557466, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.333196714592521, "fast_rcnn/fg_cls_accuracy": 0.6261071716148472, "iteration": 116639, "loss_box_reg": 0.20732691884040833, "loss_cls": 0.1770991450175643, "loss_mask": 0.23802178353071213, "loss_rpn_cls": 0.03209668258205056, "loss_rpn_loc": 0.06537321768701077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925007114953858, "mask_rcnn/false_negative": 0.09359812054657579, "mask_rcnn/false_positive": 0.11089223038092608, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0012056832201779, "total_loss": 0.7418840866303071}
{"data_time": 0.023241000482812524, "eta_seconds": 153595.32396895345, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2964444444444444, "fast_rcnn/fg_cls_accuracy": 0.648795681063123, "iteration": 116659, "loss_box_reg": 0.2169841229915619, "loss_cls": 0.16655979119241238, "loss_mask": 0.24002644419670105, "loss_rpn_cls": 0.03456926438957453, "loss_rpn_loc": 0.06214097733027302, "lr": 0.0001, "mask_rcnn/accuracy": 0.900141294071344, "mask_rcnn/false_negative": 0.09378533241147494, "mask_rcnn/false_positive": 0.11900149030335966, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9860092585440725, "total_loss": 0.7363365446217358}
{"data_time": 0.015344247920438647, "eta_seconds": 153591.0524402652, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3020505597424453, "fast_rcnn/fg_cls_accuracy": 0.666034046468829, "iteration": 116679, "loss_box_reg": 0.21498961746692657, "loss_cls": 0.18935912242159247, "loss_mask": 0.23525458946824074, "loss_rpn_cls": 0.03371928969863802, "loss_rpn_loc": 0.07974990966613404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932435339566449, "mask_rcnn/false_negative": 0.10600559747604407, "mask_rcnn/false_positive": 0.10881668663181494, "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": 1.0031108292751014, "total_loss": 0.7453148458153009}
{"data_time": 0.022072088671848178, "eta_seconds": 153475.1143707661, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3198775239986759, "fast_rcnn/fg_cls_accuracy": 0.6408766682006443, "iteration": 116699, "loss_box_reg": 0.19100823160260916, "loss_cls": 0.1793305603787303, "loss_mask": 0.23026419430971146, "loss_rpn_cls": 0.037967775482684374, "loss_rpn_loc": 0.08448477007914335, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978304525171096, "mask_rcnn/false_negative": 0.08098024890729219, "mask_rcnn/false_positive": 0.12033740103295883, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.96780273062177, "total_loss": 0.7346106158802286}
{"data_time": 0.016675270162522793, "eta_seconds": 153494.5933841914, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2994287634408602, "fast_rcnn/fg_cls_accuracy": 0.6604163465970194, "iteration": 116719, "loss_box_reg": 0.20797004364430904, "loss_cls": 0.16762501653283834, "loss_mask": 0.23789285123348236, "loss_rpn_cls": 0.04178212251281366, "loss_rpn_loc": 0.10207449924200773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988070623409636, "mask_rcnn/false_negative": 0.08356070392326823, "mask_rcnn/false_positive": 0.10584164714313771, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9692608946934342, "total_loss": 0.7900338630424812}
{"data_time": 0.01397054921835661, "eta_seconds": 153430.15943282284, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30666829506595017, "fast_rcnn/fg_cls_accuracy": 0.6657621669796607, "iteration": 116739, "loss_box_reg": 0.20665576495230198, "loss_cls": 0.17228127270936966, "loss_mask": 0.23710879497230053, "loss_rpn_cls": 0.03310142911504954, "loss_rpn_loc": 0.07748747774166986, "lr": 0.0001, "mask_rcnn/accuracy": 0.908577487244898, "mask_rcnn/false_negative": 0.08243669859680182, "mask_rcnn/false_positive": 0.0906742959492117, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.005107113160193, "total_loss": 0.7332965295063332}
{"data_time": 0.015581467421725392, "eta_seconds": 153354.1096523311, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3231938344958236, "fast_rcnn/fg_cls_accuracy": 0.6573452165676397, "iteration": 116759, "loss_box_reg": 0.2113189809024334, "loss_cls": 0.1715878415852785, "loss_mask": 0.24058660306036472, "loss_rpn_cls": 0.03672016831114888, "loss_rpn_loc": 0.06448237900622189, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762751991998483, "mask_rcnn/false_negative": 0.08482751659975621, "mask_rcnn/false_positive": 0.14213221483905442, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.987063416512683, "total_loss": 0.730455418175552}
{"data_time": 0.013983619399368763, "eta_seconds": 153265.92792877462, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3085795407785368, "fast_rcnn/fg_cls_accuracy": 0.6582157319916555, "iteration": 116779, "loss_box_reg": 0.21126975491642952, "loss_cls": 0.1728528095409274, "loss_mask": 0.2405721563845873, "loss_rpn_cls": 0.034025634871795774, "loss_rpn_loc": 0.08045170456171036, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047026838227166, "mask_rcnn/false_negative": 0.08195793100702867, "mask_rcnn/false_positive": 0.09923627338504634, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9964307704940438, "total_loss": 0.7511625400511548}
{"data_time": 0.018640181981027126, "eta_seconds": 153414.48138346896, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3252914548719116, "fast_rcnn/fg_cls_accuracy": 0.6471497252747254, "iteration": 116799, "loss_box_reg": 0.21882643178105354, "loss_cls": 0.18819065485149622, "loss_mask": 0.23688947223126888, "loss_rpn_cls": 0.03374563890974969, "loss_rpn_loc": 0.07082782220095396, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025910209873356, "mask_rcnn/false_negative": 0.08899148302851342, "mask_rcnn/false_positive": 0.11810932747707392, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0120641759131104, "total_loss": 0.748835812555626}
{"data_time": 0.014351865043863654, "eta_seconds": 153394.45338328835, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29365394806571277, "fast_rcnn/fg_cls_accuracy": 0.6604263499167957, "iteration": 116819, "loss_box_reg": 0.23416378162801266, "loss_cls": 0.18353629298508167, "loss_mask": 0.25669672153890133, "loss_rpn_cls": 0.034862843342125416, "loss_rpn_loc": 0.07463729893788695, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927182676008139, "mask_rcnn/false_negative": 0.0840496212232786, "mask_rcnn/false_positive": 0.11978276103075325, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9922863058745861, "total_loss": 0.8104445214848965}
{"data_time": 0.015528916381299496, "eta_seconds": 153388.45384046435, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26371041359455094, "fast_rcnn/fg_cls_accuracy": 0.717380744195084, "iteration": 116839, "loss_box_reg": 0.20084683783352375, "loss_cls": 0.17277883435599506, "loss_mask": 0.2352859117090702, "loss_rpn_cls": 0.034510092868003994, "loss_rpn_loc": 0.0571835704613477, "lr": 0.0001, "mask_rcnn/accuracy": 0.898578577951415, "mask_rcnn/false_negative": 0.08761732114474938, "mask_rcnn/false_positive": 0.129292432577936, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9974396119359881, "total_loss": 0.687218438833952}
{"data_time": 0.016359547851607203, "eta_seconds": 153305.68497860804, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30815619587466536, "fast_rcnn/fg_cls_accuracy": 0.6345851047079201, "iteration": 116859, "loss_box_reg": 0.21285980008542538, "loss_cls": 0.17167517822235823, "loss_mask": 0.2451361007988453, "loss_rpn_cls": 0.02773534134030342, "loss_rpn_loc": 0.07507080707000569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930122607566582, "mask_rcnn/false_negative": 0.0883737627070873, "mask_rcnn/false_positive": 0.1058201095892419, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9889627110678703, "total_loss": 0.7423590465914458}
{"data_time": 0.014835212612524629, "eta_seconds": 153329.32896908373, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30635871049995445, "fast_rcnn/fg_cls_accuracy": 0.6781178323234398, "iteration": 116879, "loss_box_reg": 0.21600652392953634, "loss_cls": 0.18596625607460737, "loss_mask": 0.237610574811697, "loss_rpn_cls": 0.03174353518988937, "loss_rpn_loc": 0.0696243867278099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939525002441601, "mask_rcnn/false_negative": 0.09587319374697309, "mask_rcnn/false_positive": 0.11826106116295419, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.985720622818917, "total_loss": 0.7428738253656775}
{"data_time": 0.014653815422207117, "eta_seconds": 153348.13414278906, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3056650246305419, "fast_rcnn/fg_cls_accuracy": 0.6645636172450052, "iteration": 116899, "loss_box_reg": 0.2187040001153946, "loss_cls": 0.18914029654115438, "loss_mask": 0.24149163998663425, "loss_rpn_cls": 0.03190957510378212, "loss_rpn_loc": 0.07867087179329246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935924080056733, "mask_rcnn/false_negative": 0.09450617618361835, "mask_rcnn/false_positive": 0.10369829948636758, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.01421791408211, "total_loss": 0.7690448457142338}
{"data_time": 0.016467236448079348, "eta_seconds": 153341.23095974326, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3376856936108628, "fast_rcnn/fg_cls_accuracy": 0.6477780615502491, "iteration": 116919, "loss_box_reg": 0.20780675020068884, "loss_cls": 0.17592771351337433, "loss_mask": 0.23751580901443958, "loss_rpn_cls": 0.03152678848709911, "loss_rpn_loc": 0.07157990988343954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028781524693659, "mask_rcnn/false_negative": 0.08478646464913212, "mask_rcnn/false_positive": 0.10970281441285187, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.988504852168262, "total_loss": 0.710677026421763}
{"data_time": 0.01964076654985547, "eta_seconds": 153288.30468021333, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3093650793650794, "fast_rcnn/fg_cls_accuracy": 0.6593945655382416, "iteration": 116939, "loss_box_reg": 0.22996421996504068, "loss_cls": 0.17535883886739612, "loss_mask": 0.2520716078579426, "loss_rpn_cls": 0.03289815236348659, "loss_rpn_loc": 0.08480985928326845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884905605183948, "mask_rcnn/false_negative": 0.08523535924852554, "mask_rcnn/false_positive": 0.12481725090022203, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9881438100710511, "total_loss": 0.754658900317736}
{"data_time": 0.019442090997472405, "eta_seconds": 153249.21960180625, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.30428165584415584, "fast_rcnn/fg_cls_accuracy": 0.6722534222534222, "iteration": 116959, "loss_box_reg": 0.19847496412694454, "loss_cls": 0.1587077807635069, "loss_mask": 0.2379110585898161, "loss_rpn_cls": 0.029670762130990624, "loss_rpn_loc": 0.05292943911626935, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044129598876889, "mask_rcnn/false_negative": 0.0827367064114099, "mask_rcnn/false_positive": 0.1179520615642971, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9813642646186054, "total_loss": 0.6668182055000216}
{"data_time": 0.015742427902296185, "eta_seconds": 153229.19225998688, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2870504215469484, "fast_rcnn/fg_cls_accuracy": 0.690743157187395, "iteration": 116979, "loss_box_reg": 0.22131351940333843, "loss_cls": 0.18033798597753048, "loss_mask": 0.2377088963985443, "loss_rpn_cls": 0.032900625141337514, "loss_rpn_loc": 0.07417918858118355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986914588299475, "mask_rcnn/false_negative": 0.1004440744395598, "mask_rcnn/false_positive": 0.10215985515604492, "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": 1.002247607568279, "total_loss": 0.7431583317229524}
{"data_time": 0.01992184086702764, "eta_seconds": 153214.20138166286, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.30937139085959414, "fast_rcnn/fg_cls_accuracy": 0.6233236852384147, "iteration": 116999, "loss_box_reg": 0.21995509415864944, "loss_cls": 0.1923259338364005, "loss_mask": 0.2422837596386671, "loss_rpn_cls": 0.03690602839924395, "loss_rpn_loc": 0.08356037084013224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836248951194737, "mask_rcnn/false_negative": 0.10896838997502956, "mask_rcnn/false_positive": 0.11201680552726187, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.985315362457186, "total_loss": 0.7601028133649379}
{"data_time": 0.02529966551810503, "eta_seconds": 153105.42432392016, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2408824963432472, "fast_rcnn/fg_cls_accuracy": 0.7471721111652851, "iteration": 117019, "loss_box_reg": 0.2005553562194109, "loss_cls": 0.1760502161923796, "loss_mask": 0.2315316740423441, "loss_rpn_cls": 0.02854254940757528, "loss_rpn_loc": 0.0709906752454117, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079754689284473, "mask_rcnn/false_negative": 0.09009087140297761, "mask_rcnn/false_positive": 0.08651260088871818, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0000209184363484, "total_loss": 0.7245148746296763}
{"data_time": 0.014054987579584122, "eta_seconds": 153123.65601703525, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3109623642333923, "fast_rcnn/fg_cls_accuracy": 0.6875029352369323, "iteration": 117039, "loss_box_reg": 0.23952930513769388, "loss_cls": 0.19220231752842665, "loss_mask": 0.24555732123553753, "loss_rpn_cls": 0.03614710131660104, "loss_rpn_loc": 0.06546775402966887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986373146380855, "mask_rcnn/false_negative": 0.08141923649193496, "mask_rcnn/false_positive": 0.10712976285267349, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0063918677624315, "total_loss": 0.8142831770237535}
{"data_time": 0.016357157146558166, "eta_seconds": 153154.11738112103, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3340051679586563, "fast_rcnn/fg_cls_accuracy": 0.6496325607687959, "iteration": 117059, "loss_box_reg": 0.22337162401527166, "loss_cls": 0.18746585957705975, "loss_mask": 0.2412718553096056, "loss_rpn_cls": 0.027613229118287563, "loss_rpn_loc": 0.059766338556073606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955160297968973, "mask_rcnn/false_negative": 0.09397856903861093, "mask_rcnn/false_positive": 0.12296067428258314, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0044287429191172, "total_loss": 0.7442796340910718}
{"data_time": 0.015796955907717347, "eta_seconds": 153140.12316230685, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31302124311565693, "fast_rcnn/fg_cls_accuracy": 0.6561458492585232, "iteration": 117079, "loss_box_reg": 0.19317804742604494, "loss_cls": 0.1690223142504692, "loss_mask": 0.25219377875328064, "loss_rpn_cls": 0.0310596736962907, "loss_rpn_loc": 0.07867577741853893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8804499072356216, "mask_rcnn/false_negative": 0.09656815984316001, "mask_rcnn/false_positive": 0.1401385341763831, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9964510276913643, "total_loss": 0.7439632032765076}
{"data_time": 0.012395314406603575, "eta_seconds": 153120.09437298402, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2875457875457875, "fast_rcnn/fg_cls_accuracy": 0.7114906832298137, "iteration": 117099, "loss_box_reg": 0.21035551093518734, "loss_cls": 0.177207057364285, "loss_mask": 0.24696297943592072, "loss_rpn_cls": 0.03552079782821238, "loss_rpn_loc": 0.07439144258387387, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009217603297477, "mask_rcnn/false_negative": 0.08191647784694504, "mask_rcnn/false_positive": 0.11752439434775064, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0152587066404521, "total_loss": 0.7588971534278244}
{"data_time": 0.015501426300033927, "eta_seconds": 153089.0008672513, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2944834444834445, "fast_rcnn/fg_cls_accuracy": 0.6838803088803089, "iteration": 117119, "loss_box_reg": 0.20961886458098888, "loss_cls": 0.17475840728729963, "loss_mask": 0.24506552889943123, "loss_rpn_cls": 0.03481092816218734, "loss_rpn_loc": 0.06458431133069098, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984308820543854, "mask_rcnn/false_negative": 0.08855760561661964, "mask_rcnn/false_positive": 0.12103359621467419, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0005476395599544, "total_loss": 0.7551598062273115}
{"data_time": 0.01782316341996193, "eta_seconds": 153074.0053803986, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3020933822110746, "fast_rcnn/fg_cls_accuracy": 0.6916684723726977, "iteration": 117139, "loss_box_reg": 0.22440648078918457, "loss_cls": 0.1838036673143506, "loss_mask": 0.2403958672657609, "loss_rpn_cls": 0.029523520497605205, "loss_rpn_loc": 0.07638840889558196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983830139198536, "mask_rcnn/false_negative": 0.08035245156640239, "mask_rcnn/false_positive": 0.11995384236970302, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0031462863553315, "total_loss": 0.7938133159041172}
{"data_time": 0.014844851335510612, "eta_seconds": 152907.7580287028, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.24177226377365577, "fast_rcnn/fg_cls_accuracy": 0.7093383064779564, "iteration": 117159, "loss_box_reg": 0.21084406599402428, "loss_cls": 0.17677910532802343, "loss_mask": 0.23275312222540379, "loss_rpn_cls": 0.03769428189843893, "loss_rpn_loc": 0.07877049851231277, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049516212812978, "mask_rcnn/false_negative": 0.08610691094151757, "mask_rcnn/false_positive": 0.10611070850686861, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9672863283194602, "total_loss": 0.731743804353755}
{"data_time": 0.015473883366212249, "eta_seconds": 152876.62065031473, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3281524926686217, "fast_rcnn/fg_cls_accuracy": 0.6435517970401692, "iteration": 117179, "loss_box_reg": 0.22824656032025814, "loss_cls": 0.1868683909997344, "loss_mask": 0.24153394252061844, "loss_rpn_cls": 0.034963074256666005, "loss_rpn_loc": 0.08289411198347807, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001135634754047, "mask_rcnn/false_negative": 0.09158117039543429, "mask_rcnn/false_positive": 0.11533420086124405, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.999352615326643, "total_loss": 0.7759946492733434}
{"data_time": 0.020454377867281437, "eta_seconds": 152778.32066342235, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3275237273511648, "fast_rcnn/fg_cls_accuracy": 0.6370689811539787, "iteration": 117199, "loss_box_reg": 0.23910645581781864, "loss_cls": 0.19286629185080528, "loss_mask": 0.23800458945333958, "loss_rpn_cls": 0.0373623576015234, "loss_rpn_loc": 0.08585490356199443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972967628126456, "mask_rcnn/false_negative": 0.09442057544357443, "mask_rcnn/false_positive": 0.09782058128835297, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0011253920383751, "total_loss": 0.8045810938347131}
{"data_time": 0.02092728647403419, "eta_seconds": 152780.2460505953, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30095634095634094, "fast_rcnn/fg_cls_accuracy": 0.668808911739503, "iteration": 117219, "loss_box_reg": 0.23382324166595936, "loss_cls": 0.18485283106565475, "loss_mask": 0.25319273583590984, "loss_rpn_cls": 0.03799411468207836, "loss_rpn_loc": 0.07647060346789658, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947502300538136, "mask_rcnn/false_negative": 0.10086825923817452, "mask_rcnn/false_positive": 0.10412083200728345, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.000313132070005, "total_loss": 0.7967031357111409}
{"data_time": 0.02829928882420063, "eta_seconds": 152663.3012945205, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2844494382022472, "fast_rcnn/fg_cls_accuracy": 0.6780353713261061, "iteration": 117239, "loss_box_reg": 0.20225965604186058, "loss_cls": 0.16421909164637327, "loss_mask": 0.23703866079449654, "loss_rpn_cls": 0.03056663798633963, "loss_rpn_loc": 0.0686949894297868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971649035891196, "mask_rcnn/false_negative": 0.09586081331080923, "mask_rcnn/false_positive": 0.10652233361762636, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9947125737089664, "total_loss": 0.7047490615514107}
{"data_time": 0.02305591246113181, "eta_seconds": 152807.7136960486, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.31062581486310303, "fast_rcnn/fg_cls_accuracy": 0.6588723776223776, "iteration": 117259, "loss_box_reg": 0.2211152035742998, "loss_cls": 0.18465400952845812, "loss_mask": 0.24361483938992023, "loss_rpn_cls": 0.03867795970290899, "loss_rpn_loc": 0.07939556357450783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945980469110721, "mask_rcnn/false_negative": 0.10208807317033566, "mask_rcnn/false_positive": 0.10872253686454303, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0334657041821629, "total_loss": 0.7703709247289225}
{"data_time": 0.015465624630451202, "eta_seconds": 152787.70482951775, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30950040305931853, "fast_rcnn/fg_cls_accuracy": 0.6614097776898539, "iteration": 117279, "loss_box_reg": 0.2246744241565466, "loss_cls": 0.1779437931254506, "loss_mask": 0.23758501186966896, "loss_rpn_cls": 0.03505400405265391, "loss_rpn_loc": 0.09181694872677326, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041177375086216, "mask_rcnn/false_negative": 0.08361501913906264, "mask_rcnn/false_positive": 0.10326148751783593, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0050295700784773, "total_loss": 0.7614776405971497}
{"data_time": 0.016543255653232336, "eta_seconds": 152767.6959629869, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3409989561256445, "fast_rcnn/fg_cls_accuracy": 0.6410424992038462, "iteration": 117299, "loss_box_reg": 0.22652155719697475, "loss_cls": 0.1920282058417797, "loss_mask": 0.24799798801541328, "loss_rpn_cls": 0.03113387624034658, "loss_rpn_loc": 0.08089154376648366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901983272281712, "mask_rcnn/false_negative": 0.0936130098759273, "mask_rcnn/false_positive": 0.11846850192819297, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9998362329788506, "total_loss": 0.7722390026028734}
{"data_time": 0.01412381767295301, "eta_seconds": 152640.94550945796, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2669253355704698, "fast_rcnn/fg_cls_accuracy": 0.7073825503355704, "iteration": 117319, "loss_box_reg": 0.22298467345535755, "loss_cls": 0.1763473842293024, "loss_mask": 0.24177024327218533, "loss_rpn_cls": 0.03755026962608099, "loss_rpn_loc": 0.07141139020677656, "lr": 0.0001, "mask_rcnn/accuracy": 0.903932166649043, "mask_rcnn/false_negative": 0.08901065422244042, "mask_rcnn/false_positive": 0.10553196391925593, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.987159329932183, "total_loss": 0.7305287982453592}
{"data_time": 0.018640184309333563, "eta_seconds": 152694.6432074299, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24420241029621226, "fast_rcnn/fg_cls_accuracy": 0.6937590865195844, "iteration": 117339, "loss_box_reg": 0.20354815013706684, "loss_cls": 0.1595836984924972, "loss_mask": 0.23224717006087303, "loss_rpn_cls": 0.030050234985537827, "loss_rpn_loc": 0.06722651130985469, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061737296609571, "mask_rcnn/false_negative": 0.07846059495001637, "mask_rcnn/false_positive": 0.10772150021458418, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.004259595181793, "total_loss": 0.6908140005543828}
{"data_time": 0.013260885374620557, "eta_seconds": 152707.66936339438, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3120101137800253, "fast_rcnn/fg_cls_accuracy": 0.6666983138386754, "iteration": 117359, "loss_box_reg": 0.23670476116240025, "loss_cls": 0.1809716410934925, "loss_mask": 0.24333267100155354, "loss_rpn_cls": 0.033351763151586056, "loss_rpn_loc": 0.07993902871385217, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034794495351024, "mask_rcnn/false_negative": 0.0875308921434248, "mask_rcnn/false_positive": 0.11265669441367081, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0516139939427376, "total_loss": 0.7486408143304288}
{"data_time": 0.018220314756035805, "eta_seconds": 152676.54654921498, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2777106978990582, "fast_rcnn/fg_cls_accuracy": 0.6848231966053748, "iteration": 117379, "loss_box_reg": 0.21535393688827753, "loss_cls": 0.18299083039164543, "loss_mask": 0.23050525970757008, "loss_rpn_cls": 0.03494422172661871, "loss_rpn_loc": 0.06823462108150125, "lr": 0.0001, "mask_rcnn/accuracy": 0.9100399494836298, "mask_rcnn/false_negative": 0.08293251328889933, "mask_rcnn/false_positive": 0.09452051160671267, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0175439084414393, "total_loss": 0.7620325679890811}
{"data_time": 0.017652498325333, "eta_seconds": 152656.539139105, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.31195365330694375, "fast_rcnn/fg_cls_accuracy": 0.6712363067292645, "iteration": 117399, "loss_box_reg": 0.22072280570864677, "loss_cls": 0.17694140877574682, "loss_mask": 0.23961244150996208, "loss_rpn_cls": 0.03213091497309506, "loss_rpn_loc": 0.08295320346951485, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035408931014266, "mask_rcnn/false_negative": 0.09052151263244892, "mask_rcnn/false_positive": 0.10327638110671407, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0402246962767094, "total_loss": 0.7410955062368885}
{"data_time": 0.013754153624176979, "eta_seconds": 152540.97108876798, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3194327907367008, "fast_rcnn/fg_cls_accuracy": 0.6348484848484848, "iteration": 117419, "loss_box_reg": 0.2173741403967142, "loss_cls": 0.18029810674488544, "loss_mask": 0.2362794429063797, "loss_rpn_cls": 0.03569754457566887, "loss_rpn_loc": 0.06870253221131861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965109553936391, "mask_rcnn/false_negative": 0.08704841460228738, "mask_rcnn/false_positive": 0.12229467221328935, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9949468544218689, "total_loss": 0.7490674681030214}
{"data_time": 0.01856178161688149, "eta_seconds": 152559.5154629089, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.25900584795321635, "fast_rcnn/fg_cls_accuracy": 0.6967895167895168, "iteration": 117439, "loss_box_reg": 0.1936446474865079, "loss_cls": 0.17484656162559986, "loss_mask": 0.2362140454351902, "loss_rpn_cls": 0.03217084379866719, "loss_rpn_loc": 0.06948491185903549, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068494687275149, "mask_rcnn/false_negative": 0.09262486125881186, "mask_rcnn/false_positive": 0.10144744157507213, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.993245197692886, "total_loss": 0.7224197634495795}
{"data_time": 0.016648350981995463, "eta_seconds": 152500.981320492, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3339859266825559, "fast_rcnn/fg_cls_accuracy": 0.6331345746668327, "iteration": 117459, "loss_box_reg": 0.22820399329066277, "loss_cls": 0.1972416266798973, "loss_mask": 0.24724177457392216, "loss_rpn_cls": 0.03795546409673989, "loss_rpn_loc": 0.0931135811842978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959238867960977, "mask_rcnn/false_negative": 0.09449992432776677, "mask_rcnn/false_positive": 0.11441220175001957, "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": 1.02462327782996, "total_loss": 0.8004188246559352}
{"data_time": 0.02089547156356275, "eta_seconds": 152568.9027942717, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.30843522948786106, "fast_rcnn/fg_cls_accuracy": 0.6808658153780514, "iteration": 117479, "loss_box_reg": 0.22487557120621204, "loss_cls": 0.18659361358731985, "loss_mask": 0.23306530341506004, "loss_rpn_cls": 0.033506178529933095, "loss_rpn_loc": 0.07433690363541245, "lr": 0.0001, "mask_rcnn/accuracy": 0.902667686302508, "mask_rcnn/false_negative": 0.07273800831689302, "mask_rcnn/false_positive": 0.10835820812166075, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0277524755802006, "total_loss": 0.7428700999589637}
{"data_time": 0.01305974810384214, "eta_seconds": 152585.37739340682, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3303550346663232, "fast_rcnn/fg_cls_accuracy": 0.644985633050013, "iteration": 117499, "loss_box_reg": 0.21190591529011726, "loss_cls": 0.1696776458993554, "loss_mask": 0.2451156247407198, "loss_rpn_cls": 0.032887772540561855, "loss_rpn_loc": 0.08675417798804119, "lr": 0.0001, "mask_rcnn/accuracy": 0.885021138737185, "mask_rcnn/false_negative": 0.09719766743228553, "mask_rcnn/false_positive": 0.12075370465717247, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 0.9875074778683484, "total_loss": 0.7638404483441263}
{"data_time": 0.015986371552571654, "eta_seconds": 152691.2777192518, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31726437843107075, "fast_rcnn/fg_cls_accuracy": 0.6646862654558514, "iteration": 117519, "loss_box_reg": 0.2264208309352398, "loss_cls": 0.1794069716706872, "loss_mask": 0.24354303255677223, "loss_rpn_cls": 0.02982929488644004, "loss_rpn_loc": 0.06462804600596428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821196553116196, "mask_rcnn/false_negative": 0.08733921604338035, "mask_rcnn/false_positive": 0.12321238679265314, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0044216236565262, "total_loss": 0.7721933759748936}
{"data_time": 0.021526593016460538, "eta_seconds": 152472.72118887864, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.27727845616644975, "fast_rcnn/fg_cls_accuracy": 0.7030630918749889, "iteration": 117539, "loss_box_reg": 0.18377170525491238, "loss_cls": 0.15875546261668205, "loss_mask": 0.22857122868299484, "loss_rpn_cls": 0.030729900230653584, "loss_rpn_loc": 0.06103805254679173, "lr": 0.0001, "mask_rcnn/accuracy": 0.900274960411515, "mask_rcnn/false_negative": 0.08754720850642178, "mask_rcnn/false_positive": 0.1228123861031248, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9825309086591005, "total_loss": 0.6935414434410632}
{"data_time": 0.016715506091713905, "eta_seconds": 152253.5630051978, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2937206572769953, "fast_rcnn/fg_cls_accuracy": 0.6932968347442032, "iteration": 117559, "loss_box_reg": 0.21853403933346272, "loss_cls": 0.17903801891952753, "loss_mask": 0.2551165409386158, "loss_rpn_cls": 0.03312697896035388, "loss_rpn_loc": 0.0714025761699304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933241782494588, "mask_rcnn/false_negative": 0.101662499545043, "mask_rcnn/false_positive": 0.10702567852151876, "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": 0.9808466173708439, "total_loss": 0.7652188369538635}
{"data_time": 0.019780151546001434, "eta_seconds": 152381.71176896896, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.27187462543449603, "fast_rcnn/fg_cls_accuracy": 0.6556992337164751, "iteration": 117579, "loss_box_reg": 0.21111517492681742, "loss_cls": 0.17505935858935118, "loss_mask": 0.23327216692268848, "loss_rpn_cls": 0.03056292817927897, "loss_rpn_loc": 0.07936329068616033, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964011160598708, "mask_rcnn/false_negative": 0.0913796045012597, "mask_rcnn/false_positive": 0.11890918654606794, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0088053569197655, "total_loss": 0.7441213850397617}
{"data_time": 0.02493365341797471, "eta_seconds": 152296.3608948514, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3742504486365825, "fast_rcnn/fg_cls_accuracy": 0.5920464823087674, "iteration": 117599, "loss_box_reg": 0.2239308152347803, "loss_cls": 0.17992786783725023, "loss_mask": 0.2529450487345457, "loss_rpn_cls": 0.027451411238871515, "loss_rpn_loc": 0.06132254214026034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922100874774964, "mask_rcnn/false_negative": 0.09676531237897112, "mask_rcnn/false_positive": 0.1302643194007462, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.963931227568537, "total_loss": 0.7753331784624606}
{"data_time": 0.024674457730725408, "eta_seconds": 152213.8178252522, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2963449775036652, "fast_rcnn/fg_cls_accuracy": 0.6572127843363087, "iteration": 117619, "loss_box_reg": 0.23227114416658878, "loss_cls": 0.18679443281143904, "loss_mask": 0.23972171358764172, "loss_rpn_cls": 0.03707628045231104, "loss_rpn_loc": 0.08109593903645873, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062705360733434, "mask_rcnn/false_negative": 0.08638131239057963, "mask_rcnn/false_positive": 0.09373005778110946, "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": 1.0048250039108098, "total_loss": 0.793589643901214}
{"data_time": 0.01791779650375247, "eta_seconds": 152123.2415057812, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.317223439211391, "fast_rcnn/fg_cls_accuracy": 0.6762868753762794, "iteration": 117639, "loss_box_reg": 0.2033118698745966, "loss_cls": 0.16673179157078266, "loss_mask": 0.24609686434268951, "loss_rpn_cls": 0.03533582657109946, "loss_rpn_loc": 0.08393570967018604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864162967446866, "mask_rcnn/false_negative": 0.1006211371363443, "mask_rcnn/false_positive": 0.11106037716522241, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9713166845031083, "total_loss": 0.7383740954101086}
{"data_time": 0.021101015619933605, "eta_seconds": 152103.2725846069, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33385909568874866, "fast_rcnn/fg_cls_accuracy": 0.6230422177619954, "iteration": 117659, "loss_box_reg": 0.22765884175896645, "loss_cls": 0.17569487495347857, "loss_mask": 0.2504843007773161, "loss_rpn_cls": 0.03551204095128924, "loss_rpn_loc": 0.0833464995957911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809954474213928, "mask_rcnn/false_negative": 0.10185302993122873, "mask_rcnn/false_positive": 0.13325768859127293, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.988458912121132, "total_loss": 0.7831105868099257}
{"data_time": 0.018748192582279444, "eta_seconds": 152216.41529858112, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3462629295962629, "fast_rcnn/fg_cls_accuracy": 0.6039094650205761, "iteration": 117679, "loss_box_reg": 0.21341741271317005, "loss_cls": 0.17514978908002377, "loss_mask": 0.24037987366318703, "loss_rpn_cls": 0.03351175715215504, "loss_rpn_loc": 0.08046219311654568, "lr": 0.0001, "mask_rcnn/accuracy": 0.8749198048784732, "mask_rcnn/false_negative": 0.09567482990954936, "mask_rcnn/false_positive": 0.14709267537110873, "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": 1.0231919346842915, "total_loss": 0.7443033235613257}
{"data_time": 0.014886960154399276, "eta_seconds": 152348.83225522935, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3077711310512906, "fast_rcnn/fg_cls_accuracy": 0.6555674184794698, "iteration": 117699, "loss_box_reg": 0.19864118099212646, "loss_cls": 0.16519809514284134, "loss_mask": 0.23226491920650005, "loss_rpn_cls": 0.03199181688250974, "loss_rpn_loc": 0.07018295431043953, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015084008666598, "mask_rcnn/false_negative": 0.0855269874499927, "mask_rcnn/false_positive": 0.10877578570396829, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9838921800255775, "total_loss": 0.6999102711561136}
{"data_time": 0.018614212051033974, "eta_seconds": 152376.70984659344, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3454558939873418, "fast_rcnn/fg_cls_accuracy": 0.625575776734104, "iteration": 117719, "loss_box_reg": 0.1994749689474702, "loss_cls": 0.1809378219768405, "loss_mask": 0.24895344488322735, "loss_rpn_cls": 0.030709802987985313, "loss_rpn_loc": 0.06971788837108761, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847486258048706, "mask_rcnn/false_negative": 0.09460200101793349, "mask_rcnn/false_positive": 0.1344407494392884, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0115290863905102, "total_loss": 0.7024954324297141}
{"data_time": 0.019211859442293644, "eta_seconds": 152356.69714501128, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.35946980211761903, "fast_rcnn/fg_cls_accuracy": 0.5825344215165663, "iteration": 117739, "loss_box_reg": 0.2154614832252264, "loss_cls": 0.18485325016081333, "loss_mask": 0.22891912795603275, "loss_rpn_cls": 0.03458470315672457, "loss_rpn_loc": 0.07557269791141152, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908703063506623, "mask_rcnn/false_negative": 0.09637433383157393, "mask_rcnn/false_positive": 0.11923081181026324, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0146535742096603, "total_loss": 0.7342231407092186}
{"data_time": 0.014608385739848018, "eta_seconds": 152307.49203277752, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.32490949596212754, "fast_rcnn/fg_cls_accuracy": 0.6334283614514267, "iteration": 117759, "loss_box_reg": 0.20531878806650639, "loss_cls": 0.16786301601678133, "loss_mask": 0.24800646863877773, "loss_rpn_cls": 0.032684529782272875, "loss_rpn_loc": 0.07097769726533443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803136835407922, "mask_rcnn/false_negative": 0.10930300534163787, "mask_rcnn/false_positive": 0.13062613736204842, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9797232418786734, "total_loss": 0.7373319844482467}
{"data_time": 0.016232027439400554, "eta_seconds": 152397.76319618337, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29193009393063585, "fast_rcnn/fg_cls_accuracy": 0.6796157885404874, "iteration": 117779, "loss_box_reg": 0.20305414497852325, "loss_cls": 0.16379044111818075, "loss_mask": 0.24296759441494942, "loss_rpn_cls": 0.03180234297178686, "loss_rpn_loc": 0.07544146128930151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992903779917033, "mask_rcnn/false_negative": 0.07555941695177126, "mask_rcnn/false_positive": 0.11722992461670245, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.00271183764562, "total_loss": 0.7144142832257785}
{"data_time": 0.01515144994482398, "eta_seconds": 152377.739840094, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2538377192982456, "fast_rcnn/fg_cls_accuracy": 0.7225328947368421, "iteration": 117799, "loss_box_reg": 0.19143509678542614, "loss_cls": 0.1702298205345869, "loss_mask": 0.23948597721755505, "loss_rpn_cls": 0.032226002775132656, "loss_rpn_loc": 0.05565296660643071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953624926133074, "mask_rcnn/false_negative": 0.0947883518776862, "mask_rcnn/false_positive": 0.11661784838357678, "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": 1.0357169420458376, "total_loss": 0.7059228580910712}
{"data_time": 0.015596219338476658, "eta_seconds": 152357.71648400463, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.22930918846411802, "fast_rcnn/fg_cls_accuracy": 0.7539471705678913, "iteration": 117819, "loss_box_reg": 0.2047933042049408, "loss_cls": 0.17819865979254246, "loss_mask": 0.24151062965393066, "loss_rpn_cls": 0.031735271913930774, "loss_rpn_loc": 0.06170435098465532, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071865295031056, "mask_rcnn/false_negative": 0.08381808976570583, "mask_rcnn/false_positive": 0.11356150301580198, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 236.875, "rpn/num_pos_anchors": 19.125, "time": 0.9734150192234665, "total_loss": 0.729046382708475}
{"data_time": 0.01587671390734613, "eta_seconds": 152390.0992377475, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2952738835091776, "fast_rcnn/fg_cls_accuracy": 0.6676616915422886, "iteration": 117839, "loss_box_reg": 0.21639840304851532, "loss_cls": 0.1844743750989437, "loss_mask": 0.24398662894964218, "loss_rpn_cls": 0.03352755669038743, "loss_rpn_loc": 0.07053825678303838, "lr": 0.0001, "mask_rcnn/accuracy": 0.902789958377516, "mask_rcnn/false_negative": 0.08808640736719749, "mask_rcnn/false_positive": 0.10421803260222935, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.033603218384087, "total_loss": 0.7552786503802054}
{"data_time": 0.019298739032819867, "eta_seconds": 152382.64215832576, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2977613304093567, "fast_rcnn/fg_cls_accuracy": 0.6640811568041218, "iteration": 117859, "loss_box_reg": 0.227050406858325, "loss_cls": 0.18277259822934866, "loss_mask": 0.23547585308551788, "loss_rpn_cls": 0.03459939983440563, "loss_rpn_loc": 0.055138069787062705, "lr": 0.0001, "mask_rcnn/accuracy": 0.911760742011263, "mask_rcnn/false_negative": 0.0852875935256042, "mask_rcnn/false_positive": 0.09732730252236124, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9876701054163277, "total_loss": 0.7314299530698918}
{"data_time": 0.019313480472192168, "eta_seconds": 152362.610261105, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.30725097282225694, "fast_rcnn/fg_cls_accuracy": 0.6849587891043907, "iteration": 117879, "loss_box_reg": 0.20036223530769348, "loss_cls": 0.18707412667572498, "loss_mask": 0.24245082587003708, "loss_rpn_cls": 0.038814347703009844, "loss_rpn_loc": 0.09005980170331895, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000927593651578, "mask_rcnn/false_negative": 0.093889107045561, "mask_rcnn/false_positive": 0.10821976470799054, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9939939719624817, "total_loss": 0.7447700838092715}
{"data_time": 0.016817598836496472, "eta_seconds": 152330.00850460958, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3397006150600963, "fast_rcnn/fg_cls_accuracy": 0.6312347931873479, "iteration": 117899, "loss_box_reg": 0.2120508011430502, "loss_cls": 0.1672619259916246, "loss_mask": 0.25161255337297916, "loss_rpn_cls": 0.031690670584794134, "loss_rpn_loc": 0.0696880859322846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902514296669363, "mask_rcnn/false_negative": 0.09098411828966144, "mask_rcnn/false_positive": 0.13153253646002397, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0184725560247898, "total_loss": 0.710486191790551}
{"data_time": 0.023961928905919194, "eta_seconds": 152345.17582429573, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2715101465101465, "fast_rcnn/fg_cls_accuracy": 0.6730161516853932, "iteration": 117919, "loss_box_reg": 0.21408984996378422, "loss_cls": 0.17384448274970055, "loss_mask": 0.23076395690441132, "loss_rpn_cls": 0.03673244814854115, "loss_rpn_loc": 0.06429748539812863, "lr": 0.0001, "mask_rcnn/accuracy": 0.9098581826428107, "mask_rcnn/false_negative": 0.08362249940037961, "mask_rcnn/false_positive": 0.10578776450606074, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.022000156575814, "total_loss": 0.7416767558315769}
{"data_time": 0.01937772543169558, "eta_seconds": 152435.9471556358, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30027496075964866, "fast_rcnn/fg_cls_accuracy": 0.6621727580194035, "iteration": 117939, "loss_box_reg": 0.23009084723889828, "loss_cls": 0.18373974040150642, "loss_mask": 0.23789482936263084, "loss_rpn_cls": 0.0317047918215394, "loss_rpn_loc": 0.06599547318182886, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031596654341179, "mask_rcnn/false_negative": 0.08794031142951848, "mask_rcnn/false_positive": 0.10025791494206526, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 1.0224642581306398, "total_loss": 0.780759648187086}
{"data_time": 0.0159778471570462, "eta_seconds": 152575.85806877352, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31843458526810503, "fast_rcnn/fg_cls_accuracy": 0.6566866750572822, "iteration": 117959, "loss_box_reg": 0.21433487720787525, "loss_cls": 0.18094807025045156, "loss_mask": 0.24116531945765018, "loss_rpn_cls": 0.03934158547781408, "loss_rpn_loc": 0.0639775877352804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914034244513976, "mask_rcnn/false_negative": 0.0985538890501953, "mask_rcnn/false_positive": 0.12481028779862442, "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": 1.0143408535514027, "total_loss": 0.7494750984478742}
{"data_time": 0.01655696239322424, "eta_seconds": 152599.34031401295, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2825096076503709, "fast_rcnn/fg_cls_accuracy": 0.6883894481082957, "iteration": 117979, "loss_box_reg": 0.20613335631787777, "loss_cls": 0.17531606508418918, "loss_mask": 0.2472569067031145, "loss_rpn_cls": 0.04087120282929391, "loss_rpn_loc": 0.09043254761490971, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047761601975546, "mask_rcnn/false_negative": 0.08437042714965803, "mask_rcnn/false_positive": 0.11297762131162034, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0084494482725859, "total_loss": 0.7658466213615611}
{"data_time": 0.02344856597483158, "eta_seconds": 152672.08679579198, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2822536949519882, "fast_rcnn/fg_cls_accuracy": 0.6851504711723579, "iteration": 117999, "loss_box_reg": 0.21936500538140535, "loss_cls": 0.18130196584388614, "loss_mask": 0.236123563721776, "loss_rpn_cls": 0.034415858099237084, "loss_rpn_loc": 0.06135769025422633, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006076157409877, "mask_rcnn/false_negative": 0.09289672985176765, "mask_rcnn/false_positive": 0.10441836682046038, "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": 1.0359045860823244, "total_loss": 0.7390842905733734}
{"data_time": 0.016045475378632545, "eta_seconds": 152679.6969026886, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29184886624332995, "fast_rcnn/fg_cls_accuracy": 0.7032207861223405, "iteration": 118019, "loss_box_reg": 0.19977420382201672, "loss_cls": 0.16278893034905195, "loss_mask": 0.23733362182974815, "loss_rpn_cls": 0.03346019145101309, "loss_rpn_loc": 0.07322718016803265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916681651888845, "mask_rcnn/false_negative": 0.08546113538528821, "mask_rcnn/false_positive": 0.12323782227729205, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0112718085292727, "total_loss": 0.7434054039185867}
{"data_time": 0.013513439102098346, "eta_seconds": 152707.89939001203, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.301081948329768, "fast_rcnn/fg_cls_accuracy": 0.6858194832976798, "iteration": 118039, "loss_box_reg": 0.2136768139898777, "loss_cls": 0.18238698225468397, "loss_mask": 0.24869145266711712, "loss_rpn_cls": 0.03233133704634383, "loss_rpn_loc": 0.06644799513742328, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973410640045738, "mask_rcnn/false_negative": 0.10198171345045583, "mask_rcnn/false_positive": 0.11278944690002593, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0491197248920798, "total_loss": 0.7442899760790169}
{"data_time": 0.017188236117362976, "eta_seconds": 152765.40471647866, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3155288325577808, "fast_rcnn/fg_cls_accuracy": 0.6618183921639201, "iteration": 118059, "loss_box_reg": 0.21433780901134014, "loss_cls": 0.1786680929362774, "loss_mask": 0.24435041472315788, "loss_rpn_cls": 0.03422203735681251, "loss_rpn_loc": 0.0739230199251324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8828404493828914, "mask_rcnn/false_negative": 0.09986404747593076, "mask_rcnn/false_positive": 0.12820408994308127, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0150030155200511, "total_loss": 0.7805599712301046}
{"data_time": 0.025436691008508205, "eta_seconds": 152636.79114779457, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3421416712783619, "fast_rcnn/fg_cls_accuracy": 0.6138238553411549, "iteration": 118079, "loss_box_reg": 0.2178729558363557, "loss_cls": 0.1804943485185504, "loss_mask": 0.24808524921536446, "loss_rpn_cls": 0.038014594465494156, "loss_rpn_loc": 0.06004559248685837, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983084056629432, "mask_rcnn/false_negative": 0.07909097982771537, "mask_rcnn/false_positive": 0.11798774839063743, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9857728139031678, "total_loss": 0.7523778146132827}
{"data_time": 0.025941050611436367, "eta_seconds": 152633.09521186166, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32166408720812867, "fast_rcnn/fg_cls_accuracy": 0.6415794226029236, "iteration": 118099, "loss_box_reg": 0.22631659172475338, "loss_cls": 0.1908436520025134, "loss_mask": 0.24562392570078373, "loss_rpn_cls": 0.03798835293855518, "loss_rpn_loc": 0.08007060782983899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926494678873501, "mask_rcnn/false_negative": 0.09865876434430174, "mask_rcnn/false_positive": 0.10303149495364568, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0264929339755327, "total_loss": 0.7939596711657941}
{"data_time": 0.014824559446424246, "eta_seconds": 152563.0421647895, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2772371248353781, "fast_rcnn/fg_cls_accuracy": 0.6722516166960611, "iteration": 118119, "loss_box_reg": 0.20508965011686087, "loss_cls": 0.1751716542057693, "loss_mask": 0.24091185256838799, "loss_rpn_cls": 0.03426861623302102, "loss_rpn_loc": 0.06695337896235287, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020660850547115, "mask_rcnn/false_negative": 0.08884815194375915, "mask_rcnn/false_positive": 0.10260492732240314, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9614411864895374, "total_loss": 0.7080490882508457}
{"data_time": 0.019264268456026912, "eta_seconds": 152542.95221981127, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2663120567375886, "fast_rcnn/fg_cls_accuracy": 0.6954362187894685, "iteration": 118139, "loss_box_reg": 0.2127576433122158, "loss_cls": 0.17336480179801583, "loss_mask": 0.22739380411803722, "loss_rpn_cls": 0.037139080464839935, "loss_rpn_loc": 0.07230264507234097, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051169998520258, "mask_rcnn/false_negative": 0.07709233948539448, "mask_rcnn/false_positive": 0.10558313303837508, "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": 1.0080353741068393, "total_loss": 0.7512431486975402}
{"data_time": 0.02441050997003913, "eta_seconds": 152582.71671518683, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.28755050505050506, "fast_rcnn/fg_cls_accuracy": 0.6828927680798005, "iteration": 118159, "loss_box_reg": 0.21618592739105225, "loss_cls": 0.19861240312457085, "loss_mask": 0.23757707327604294, "loss_rpn_cls": 0.031962772947736084, "loss_rpn_loc": 0.06441691634245217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971311141377203, "mask_rcnn/false_negative": 0.07960069282751893, "mask_rcnn/false_positive": 0.132666622169908, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9827753647696227, "total_loss": 0.7691663750447333}
{"data_time": 0.01425309432670474, "eta_seconds": 152644.81839503627, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3142898634911414, "fast_rcnn/fg_cls_accuracy": 0.6455059857837635, "iteration": 118179, "loss_box_reg": 0.20923508517444134, "loss_cls": 0.17460563639178872, "loss_mask": 0.2435778733342886, "loss_rpn_cls": 0.03209689445793629, "loss_rpn_loc": 0.06307411612942815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933438356228622, "mask_rcnn/false_negative": 0.09031357651478625, "mask_rcnn/false_positive": 0.12791172526187472, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0554365436546504, "total_loss": 0.73167275916785}
{"data_time": 0.014979365980252624, "eta_seconds": 152638.41022490524, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29221686063014474, "fast_rcnn/fg_cls_accuracy": 0.6880579201831623, "iteration": 118199, "loss_box_reg": 0.1992496121674776, "loss_cls": 0.16218290850520134, "loss_mask": 0.2331770732998848, "loss_rpn_cls": 0.03958710620645434, "loss_rpn_loc": 0.09173856675624847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977842327422627, "mask_rcnn/false_negative": 0.07182140459158612, "mask_rcnn/false_positive": 0.13699534472476146, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0354833549354225, "total_loss": 0.7569171146024019}
{"data_time": 0.02126455749385059, "eta_seconds": 152634.5972419344, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2977155434122647, "fast_rcnn/fg_cls_accuracy": 0.6693253467843632, "iteration": 118219, "loss_box_reg": 0.2067311927676201, "loss_cls": 0.17471116036176682, "loss_mask": 0.23528042994439602, "loss_rpn_cls": 0.041218248661607504, "loss_rpn_loc": 0.09968072734773159, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043853839612768, "mask_rcnn/false_negative": 0.07731630988522503, "mask_rcnn/false_positive": 0.101835900070579, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0038282838650048, "total_loss": 0.788272476522252}
{"data_time": 0.015495657222345471, "eta_seconds": 152598.1892999448, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2872282608695652, "fast_rcnn/fg_cls_accuracy": 0.6866575591985429, "iteration": 118239, "loss_box_reg": 0.22352161584421992, "loss_cls": 0.17180034518241882, "loss_mask": 0.2532057613134384, "loss_rpn_cls": 0.033325621974654496, "loss_rpn_loc": 0.06189562217332423, "lr": 0.0001, "mask_rcnn/accuracy": 0.901398173320423, "mask_rcnn/false_negative": 0.08267068732316704, "mask_rcnn/false_positive": 0.10373162506474345, "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": 0.9930360016878694, "total_loss": 0.7247510129818693}
{"data_time": 0.02347525581717491, "eta_seconds": 152564.38376539852, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3036910212266828, "fast_rcnn/fg_cls_accuracy": 0.6474299065420561, "iteration": 118259, "loss_box_reg": 0.23409724049270153, "loss_cls": 0.1898979488760233, "loss_mask": 0.23900306038558483, "loss_rpn_cls": 0.037378024542704225, "loss_rpn_loc": 0.07450580259319395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966879380879118, "mask_rcnn/false_negative": 0.09193964968826386, "mask_rcnn/false_positive": 0.11260690922525471, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0148037874605507, "total_loss": 0.7893017774331383}
{"data_time": 0.014646094990894198, "eta_seconds": 152493.97157921456, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2827253555884596, "fast_rcnn/fg_cls_accuracy": 0.6989327376520229, "iteration": 118279, "loss_box_reg": 0.20448936708271503, "loss_cls": 0.1802273876965046, "loss_mask": 0.23792877793312073, "loss_rpn_cls": 0.03345302166417241, "loss_rpn_loc": 0.06826394144445658, "lr": 0.0001, "mask_rcnn/accuracy": 0.893227979791265, "mask_rcnn/false_negative": 0.09394809352990433, "mask_rcnn/false_positive": 0.12519492049768044, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.994008646113798, "total_loss": 0.7285453467047773}
{"data_time": 0.021996868774294853, "eta_seconds": 152529.1997147724, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2882987685025472, "fast_rcnn/fg_cls_accuracy": 0.683295823955989, "iteration": 118299, "loss_box_reg": 0.23257860448211432, "loss_cls": 0.19744127336889505, "loss_mask": 0.23831299133598804, "loss_rpn_cls": 0.03913754294626415, "loss_rpn_loc": 0.08261024253442883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946051274431192, "mask_rcnn/false_negative": 0.08162830358940584, "mask_rcnn/false_positive": 0.11376092613110911, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0131691633723676, "total_loss": 0.7968168859370053}
{"data_time": 0.015476402593776584, "eta_seconds": 152534.03419196606, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3244263285024155, "fast_rcnn/fg_cls_accuracy": 0.6508152173913044, "iteration": 118319, "loss_box_reg": 0.21744155697524548, "loss_cls": 0.17874708585441113, "loss_mask": 0.24218302965164185, "loss_rpn_cls": 0.041558169992640615, "loss_rpn_loc": 0.07881837384775281, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864663113289662, "mask_rcnn/false_negative": 0.1001116693260078, "mask_rcnn/false_positive": 0.11636987701057147, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9640479309018701, "total_loss": 0.7534455402055755}
{"data_time": 0.01650426653213799, "eta_seconds": 152513.9215819724, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.29072969831724693, "fast_rcnn/fg_cls_accuracy": 0.6952662721893491, "iteration": 118339, "loss_box_reg": 0.21436329651623964, "loss_cls": 0.17315645143389702, "loss_mask": 0.23980937153100967, "loss_rpn_cls": 0.02988323091994971, "loss_rpn_loc": 0.06519054435193539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972538466516872, "mask_rcnn/false_negative": 0.09900982066111315, "mask_rcnn/false_positive": 0.10042526975758798, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0015333818737417, "total_loss": 0.7445070234825835}
{"data_time": 0.016601055162027478, "eta_seconds": 152468.87175180018, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3154106025028893, "fast_rcnn/fg_cls_accuracy": 0.6728381842767026, "iteration": 118359, "loss_box_reg": 0.20826666802167892, "loss_cls": 0.16503950953483582, "loss_mask": 0.2348554078489542, "loss_rpn_cls": 0.03326674597337842, "loss_rpn_loc": 0.08011481096036732, "lr": 0.0001, "mask_rcnn/accuracy": 0.895317006584609, "mask_rcnn/false_negative": 0.1083330295468527, "mask_rcnn/false_positive": 0.1068125721217221, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0164752998389304, "total_loss": 0.7180811560247093}
{"data_time": 0.013406057376414537, "eta_seconds": 152393.46144767012, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.29432531866661715, "fast_rcnn/fg_cls_accuracy": 0.6665339448132939, "iteration": 118379, "loss_box_reg": 0.21977004036307335, "loss_cls": 0.1920138201676309, "loss_mask": 0.24519666470587254, "loss_rpn_cls": 0.03579652990447357, "loss_rpn_loc": 0.07465431373566389, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971839120386655, "mask_rcnn/false_negative": 0.09722674829084485, "mask_rcnn/false_positive": 0.11113209328711186, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9964326580520719, "total_loss": 0.7744539479026571}
{"data_time": 0.014095506398007274, "eta_seconds": 152192.0736314729, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.30647344671988896, "fast_rcnn/fg_cls_accuracy": 0.6834662304913788, "iteration": 118399, "loss_box_reg": 0.240059994161129, "loss_cls": 0.19564121589064598, "loss_mask": 0.25072354823350906, "loss_rpn_cls": 0.03526009275810793, "loss_rpn_loc": 0.07889206719119102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838548256116466, "mask_rcnn/false_negative": 0.0943033729389042, "mask_rcnn/false_positive": 0.12181569621636612, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9935257269535214, "total_loss": 0.8209405369125307}
{"data_time": 0.016165615525096655, "eta_seconds": 152295.18695486244, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2908902691511387, "fast_rcnn/fg_cls_accuracy": 0.658775955797166, "iteration": 118419, "loss_box_reg": 0.21522051934152842, "loss_cls": 0.18015997763723135, "loss_mask": 0.22856586426496506, "loss_rpn_cls": 0.03200643404852599, "loss_rpn_loc": 0.07149257126729935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987667062229628, "mask_rcnn/false_negative": 0.09553671177775347, "mask_rcnn/false_positive": 0.1129205063669868, "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": 1.0353168870788068, "total_loss": 0.7404004002455622}
{"data_time": 0.017160367919132113, "eta_seconds": 152257.76327524334, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.26834931799918593, "fast_rcnn/fg_cls_accuracy": 0.7201332587829652, "iteration": 118439, "loss_box_reg": 0.21700737066566944, "loss_cls": 0.17430117260664701, "loss_mask": 0.23382607847452164, "loss_rpn_cls": 0.03149387380108237, "loss_rpn_loc": 0.08002607943490148, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023280052431321, "mask_rcnn/false_negative": 0.0874794384409096, "mask_rcnn/false_positive": 0.11437908644565384, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0015207445248961, "total_loss": 0.7532462157541886}
{"data_time": 0.014661683700978756, "eta_seconds": 152115.10368925985, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.27827868852459015, "fast_rcnn/fg_cls_accuracy": 0.7007270013268465, "iteration": 118459, "loss_box_reg": 0.2023370824754238, "loss_cls": 0.1760173263028264, "loss_mask": 0.23372988030314445, "loss_rpn_cls": 0.03490472142584622, "loss_rpn_loc": 0.0715348512167111, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034927880926806, "mask_rcnn/false_negative": 0.08253906687197834, "mask_rcnn/false_positive": 0.10671571979422839, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9879644850734621, "total_loss": 0.7218683438841254}
{"data_time": 0.016854968387633562, "eta_seconds": 152095.02778802067, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3121829766175925, "fast_rcnn/fg_cls_accuracy": 0.6336947187634178, "iteration": 118479, "loss_box_reg": 0.22494308277964592, "loss_cls": 0.1807952458038926, "loss_mask": 0.23857027105987072, "loss_rpn_cls": 0.03150673257187009, "loss_rpn_loc": 0.06645845086313784, "lr": 0.0001, "mask_rcnn/accuracy": 0.880404902966405, "mask_rcnn/false_negative": 0.09257962016314718, "mask_rcnn/false_positive": 0.13030293247168706, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.03010242478922, "total_loss": 0.7602887635584921}
{"data_time": 0.015526756411418319, "eta_seconds": 152074.9518867815, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.30001209482341556, "fast_rcnn/fg_cls_accuracy": 0.6621004566210045, "iteration": 118499, "loss_box_reg": 0.21679612714797258, "loss_cls": 0.1816036943346262, "loss_mask": 0.24140611849725246, "loss_rpn_cls": 0.03918683994561434, "loss_rpn_loc": 0.10289772058604285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979638679819932, "mask_rcnn/false_negative": 0.08183754727571532, "mask_rcnn/false_positive": 0.112969038775939, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9943875970784575, "total_loss": 0.7998795271851122}
{"data_time": 0.025795623427256942, "eta_seconds": 152194.7151334118, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2931983208531881, "fast_rcnn/fg_cls_accuracy": 0.6921828908554573, "iteration": 118519, "loss_box_reg": 0.22002214565873146, "loss_cls": 0.1798558821901679, "loss_mask": 0.24254101142287254, "loss_rpn_cls": 0.033161775674670935, "loss_rpn_loc": 0.08658257545903325, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987529728075301, "mask_rcnn/false_negative": 0.08735546239894197, "mask_rcnn/false_positive": 0.11413358182047212, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0191258541308343, "total_loss": 0.759765489725396}
{"data_time": 0.018109068740159273, "eta_seconds": 152245.62272503506, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3328474246841594, "fast_rcnn/fg_cls_accuracy": 0.6458667764286204, "iteration": 118539, "loss_box_reg": 0.2315761772915721, "loss_cls": 0.18770303297787905, "loss_mask": 0.2431987877935171, "loss_rpn_cls": 0.03390984155703336, "loss_rpn_loc": 0.07374718796927482, "lr": 0.0001, "mask_rcnn/accuracy": 0.894778316070404, "mask_rcnn/false_negative": 0.0968786568912968, "mask_rcnn/false_positive": 0.11154293784612457, "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": 0.9822396128438413, "total_loss": 0.7794918700819835}
{"data_time": 0.013858303893357515, "eta_seconds": 152266.58693449572, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30512411430716535, "fast_rcnn/fg_cls_accuracy": 0.6444844012703157, "iteration": 118559, "loss_box_reg": 0.21942930109798908, "loss_cls": 0.16453991644084454, "loss_mask": 0.23322982154786587, "loss_rpn_cls": 0.028067276114597917, "loss_rpn_loc": 0.05776462785433978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945446681147706, "mask_rcnn/false_negative": 0.09137963846462407, "mask_rcnn/false_positive": 0.11125046548779494, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0044509740546346, "total_loss": 0.7184680924983695}
{"data_time": 0.017268318682909012, "eta_seconds": 152246.4777708752, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3417276087127467, "fast_rcnn/fg_cls_accuracy": 0.6420090463626085, "iteration": 118579, "loss_box_reg": 0.21972769498825073, "loss_cls": 0.179353435523808, "loss_mask": 0.24225537665188313, "loss_rpn_cls": 0.03301120031392202, "loss_rpn_loc": 0.06467959051951766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894303967812951, "mask_rcnn/false_negative": 0.08412920751234837, "mask_rcnn/false_positive": 0.11178585268216627, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0114704030565917, "total_loss": 0.7600426544668153}
{"data_time": 0.020544547587633133, "eta_seconds": 152300.48153372481, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3001764819649937, "fast_rcnn/fg_cls_accuracy": 0.6938884053766561, "iteration": 118599, "loss_box_reg": 0.22151345759630203, "loss_cls": 0.18796052411198616, "loss_mask": 0.23335201106965542, "loss_rpn_cls": 0.02961747458903119, "loss_rpn_loc": 0.0856840789783746, "lr": 0.0001, "mask_rcnn/accuracy": 0.904946239812737, "mask_rcnn/false_negative": 0.08998987301825229, "mask_rcnn/false_positive": 0.10378002540575379, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0194118891377002, "total_loss": 0.7700756099657156}
{"data_time": 0.012968366499990225, "eta_seconds": 152280.36257975735, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.29188175373391145, "fast_rcnn/fg_cls_accuracy": 0.6593136596761634, "iteration": 118619, "loss_box_reg": 0.20573480054736137, "loss_cls": 0.17561583872884512, "loss_mask": 0.23698173090815544, "loss_rpn_cls": 0.030019516125321388, "loss_rpn_loc": 0.06735366710927337, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934392416061048, "mask_rcnn/false_negative": 0.08787274949451468, "mask_rcnn/false_positive": 0.13313446796629463, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0080347240436822, "total_loss": 0.7294167676009238}
{"data_time": 0.014433050528168678, "eta_seconds": 152460.59486813843, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.30359133620003187, "fast_rcnn/fg_cls_accuracy": 0.6737817518449929, "iteration": 118639, "loss_box_reg": 0.21416860725730658, "loss_cls": 0.1799182277172804, "loss_mask": 0.23270859755575657, "loss_rpn_cls": 0.03318692906759679, "loss_rpn_loc": 0.06687040469842032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924933591155904, "mask_rcnn/false_negative": 0.09671330521331259, "mask_rcnn/false_positive": 0.12032545512606088, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.0421026835683733, "total_loss": 0.7142064411891624}
{"data_time": 0.019059601239860058, "eta_seconds": 152435.0002782978, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3162201273463987, "fast_rcnn/fg_cls_accuracy": 0.6529042588713839, "iteration": 118659, "loss_box_reg": 0.1962743867188692, "loss_cls": 0.15957587491720915, "loss_mask": 0.22522660996764898, "loss_rpn_cls": 0.02905993745662272, "loss_rpn_loc": 0.07896498369518667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867951513892134, "mask_rcnn/false_negative": 0.08717778663505424, "mask_rcnn/false_positive": 0.11170767769351084, "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": 0.9914653231389821, "total_loss": 0.6953764191130176}
{"data_time": 0.015488248551264405, "eta_seconds": 152281.8317708373, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2660042864464427, "fast_rcnn/fg_cls_accuracy": 0.7229353180167548, "iteration": 118679, "loss_box_reg": 0.2031708676367998, "loss_cls": 0.16519630420953035, "loss_mask": 0.24328274838626385, "loss_rpn_cls": 0.03141257166862488, "loss_rpn_loc": 0.07609021291136742, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010549413675821, "mask_rcnn/false_negative": 0.10318037680936172, "mask_rcnn/false_positive": 0.10259661522455504, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0177833570633084, "total_loss": 0.7336377543397248}
{"data_time": 0.016325406497344375, "eta_seconds": 152360.3860748699, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.25772395042547935, "fast_rcnn/fg_cls_accuracy": 0.7081213223798288, "iteration": 118699, "loss_box_reg": 0.21909628435969353, "loss_cls": 0.1800608430057764, "loss_mask": 0.24386514723300934, "loss_rpn_cls": 0.03314273792784661, "loss_rpn_loc": 0.06502811540849507, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030738184736425, "mask_rcnn/false_negative": 0.07920510679970713, "mask_rcnn/false_positive": 0.10060452577695111, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.022990964120254, "total_loss": 0.7393428642535582}
{"data_time": 0.01696093287318945, "eta_seconds": 152119.90573482588, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.26036212633153644, "fast_rcnn/fg_cls_accuracy": 0.685880064688142, "iteration": 118719, "loss_box_reg": 0.1928759766742587, "loss_cls": 0.16240595560520887, "loss_mask": 0.23208079300820827, "loss_rpn_cls": 0.023842111346311867, "loss_rpn_loc": 0.06255270505789667, "lr": 0.0001, "mask_rcnn/accuracy": 0.9210406676546659, "mask_rcnn/false_negative": 0.07070668067190256, "mask_rcnn/false_positive": 0.09681575579979676, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 236.875, "rpn/num_pos_anchors": 19.125, "time": 0.973845346365124, "total_loss": 0.6748858257196844}
{"data_time": 0.02116660913452506, "eta_seconds": 152111.66938209906, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.34850228777673575, "fast_rcnn/fg_cls_accuracy": 0.6291320006076799, "iteration": 118739, "loss_box_reg": 0.2259343694895506, "loss_cls": 0.18109530210494995, "loss_mask": 0.2363240998238325, "loss_rpn_cls": 0.034163668286055326, "loss_rpn_loc": 0.0758022703230381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986669752360403, "mask_rcnn/false_negative": 0.09339975725173011, "mask_rcnn/false_positive": 0.10338958071909864, "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": 1.0147949494421482, "total_loss": 0.7753573628142476}
{"data_time": 0.01568892691284418, "eta_seconds": 152091.5567721054, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2842724479228562, "fast_rcnn/fg_cls_accuracy": 0.7012487185089327, "iteration": 118759, "loss_box_reg": 0.21932896226644516, "loss_cls": 0.18399757239967585, "loss_mask": 0.23970723152160645, "loss_rpn_cls": 0.030778552405536175, "loss_rpn_loc": 0.0696502027567476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944293382673665, "mask_rcnn/false_negative": 0.099881334047498, "mask_rcnn/false_positive": 0.11211820926343885, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.979348927969113, "total_loss": 0.7771021469961852}
{"data_time": 0.015867653070017695, "eta_seconds": 152071.44416211173, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3393080988873237, "fast_rcnn/fg_cls_accuracy": 0.6351034805853335, "iteration": 118779, "loss_box_reg": 0.21021079272031784, "loss_cls": 0.17223193868994713, "loss_mask": 0.2514662481844425, "loss_rpn_cls": 0.033563655015314, "loss_rpn_loc": 0.08318777848035097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891862380112199, "mask_rcnn/false_negative": 0.1009782652552999, "mask_rcnn/false_positive": 0.12403407093933684, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0038010426796973, "total_loss": 0.762406085152179}
{"data_time": 0.017989235697314143, "eta_seconds": 152161.0690176487, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2689393939393939, "fast_rcnn/fg_cls_accuracy": 0.7134424493003707, "iteration": 118799, "loss_box_reg": 0.22878598514944315, "loss_cls": 0.17673231475055218, "loss_mask": 0.24733489006757736, "loss_rpn_cls": 0.03850297420285642, "loss_rpn_loc": 0.07814679993316531, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045051133425819, "mask_rcnn/false_negative": 0.08296541393583287, "mask_rcnn/false_positive": 0.1046136467557659, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.028095383895561, "total_loss": 0.7869685800396837}
{"data_time": 0.014206526102498174, "eta_seconds": 152273.84261975065, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3435889969087407, "fast_rcnn/fg_cls_accuracy": 0.6210125490947409, "iteration": 118819, "loss_box_reg": 0.22128038853406906, "loss_cls": 0.18334081768989563, "loss_mask": 0.2411857359111309, "loss_rpn_cls": 0.03880784718785435, "loss_rpn_loc": 0.06447444180957973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966203522285088, "mask_rcnn/false_negative": 0.07739030695772937, "mask_rcnn/false_positive": 0.12556749477239543, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0209701997227967, "total_loss": 0.7717543108155951}
{"data_time": 0.015514078084379435, "eta_seconds": 152120.81476658583, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.25606681697069067, "fast_rcnn/fg_cls_accuracy": 0.7127187891731278, "iteration": 118839, "loss_box_reg": 0.19780020974576473, "loss_cls": 0.17358495946973562, "loss_mask": 0.23656461760401726, "loss_rpn_cls": 0.03305677056778222, "loss_rpn_loc": 0.06293624197132885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951593264338256, "mask_rcnn/false_negative": 0.08405779715872819, "mask_rcnn/false_positive": 0.11987961264776979, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.001115859951824, "total_loss": 0.7253979034721851}
{"data_time": 0.014685949077829719, "eta_seconds": 152204.73862856627, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2374674247808576, "fast_rcnn/fg_cls_accuracy": 0.7137228260869566, "iteration": 118859, "loss_box_reg": 0.19862359296530485, "loss_cls": 0.16002904158085585, "loss_mask": 0.23515010625123978, "loss_rpn_cls": 0.02763678622432053, "loss_rpn_loc": 0.07113475678488612, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005826614558632, "mask_rcnn/false_negative": 0.09322623155210957, "mask_rcnn/false_positive": 0.10285293282797081, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.014191193971783, "total_loss": 0.71810127585195}
{"data_time": 0.01369420625269413, "eta_seconds": 152218.84973885491, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28443914591835173, "fast_rcnn/fg_cls_accuracy": 0.6779571930792032, "iteration": 118879, "loss_box_reg": 0.22700084932148457, "loss_cls": 0.18748994544148445, "loss_mask": 0.24209618754684925, "loss_rpn_cls": 0.03440579236485064, "loss_rpn_loc": 0.07695104868616909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921214824536104, "mask_rcnn/false_negative": 0.09687293097725079, "mask_rcnn/false_positive": 0.11725804807771742, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9913809364661574, "total_loss": 0.7279016192769632}
{"data_time": 0.014582820003852248, "eta_seconds": 151931.341995392, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.2870758673274876, "fast_rcnn/fg_cls_accuracy": 0.6745098039215687, "iteration": 118899, "loss_box_reg": 0.19399644993245602, "loss_cls": 0.15329151647165418, "loss_mask": 0.22662032581865788, "loss_rpn_cls": 0.03535426064627245, "loss_rpn_loc": 0.0682051288895309, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026471969616432, "mask_rcnn/false_negative": 0.08195742805764586, "mask_rcnn/false_positive": 0.09987579018747186, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9664558283984661, "total_loss": 0.7069192919880152}
{"data_time": 0.019176472909748554, "eta_seconds": 151805.1620142348, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.27338915180196577, "fast_rcnn/fg_cls_accuracy": 0.7006734619585002, "iteration": 118919, "loss_box_reg": 0.20574378408491611, "loss_cls": 0.16485864389687777, "loss_mask": 0.23143368773162365, "loss_rpn_cls": 0.031197280797641724, "loss_rpn_loc": 0.07471575308591127, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039814237732637, "mask_rcnn/false_negative": 0.0936724891470694, "mask_rcnn/false_positive": 0.10468922050550278, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9744445928372443, "total_loss": 0.7041643270058557}
{"data_time": 0.022828835528343916, "eta_seconds": 151791.18098657578, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.2862092145405657, "fast_rcnn/fg_cls_accuracy": 0.6910801512552784, "iteration": 118939, "loss_box_reg": 0.2163629923015833, "loss_cls": 0.18208335153758526, "loss_mask": 0.23193825408816338, "loss_rpn_cls": 0.030849837377900258, "loss_rpn_loc": 0.06028328905813396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995865502959096, "mask_rcnn/false_negative": 0.0802991203518782, "mask_rcnn/false_positive": 0.10546638310869097, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.0295435804873705, "total_loss": 0.7071291574393399}
{"data_time": 0.016338453628122807, "eta_seconds": 151738.44564676285, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2878737541528239, "fast_rcnn/fg_cls_accuracy": 0.6818777292576419, "iteration": 118959, "loss_box_reg": 0.20779928751289845, "loss_cls": 0.18100115470588207, "loss_mask": 0.23814034648239613, "loss_rpn_cls": 0.03340130191645585, "loss_rpn_loc": 0.07265902729704976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897515718016071, "mask_rcnn/false_negative": 0.09057991620990871, "mask_rcnn/false_positive": 0.13266038887070222, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9949929835274816, "total_loss": 0.7380655322922394}
{"data_time": 0.016619158443063498, "eta_seconds": 151661.76214388106, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2814751005004512, "fast_rcnn/fg_cls_accuracy": 0.640861047349597, "iteration": 118979, "loss_box_reg": 0.2141264397650957, "loss_cls": 0.17156821489334106, "loss_mask": 0.22760381735861301, "loss_rpn_cls": 0.03366887825541198, "loss_rpn_loc": 0.066248424584046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981905765661969, "mask_rcnn/false_negative": 0.09422137570985181, "mask_rcnn/false_positive": 0.11783643922088691, "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": 0.9964634759817272, "total_loss": 0.7319288445869461}
{"data_time": 0.014651500387117267, "eta_seconds": 151549.6304386761, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25151618293211214, "fast_rcnn/fg_cls_accuracy": 0.7321878940731399, "iteration": 118999, "loss_box_reg": 0.2256003301590681, "loss_cls": 0.1917601590976119, "loss_mask": 0.23975317552685738, "loss_rpn_cls": 0.036781685310415924, "loss_rpn_loc": 0.07581444038078189, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031739285836169, "mask_rcnn/false_negative": 0.09290605510154243, "mask_rcnn/false_positive": 0.10520264730629483, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9988374544773251, "total_loss": 0.7707490969914943}
{"data_time": 0.01530862832441926, "eta_seconds": 151546.712191985, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.24405679411506698, "fast_rcnn/fg_cls_accuracy": 0.7484491898191661, "iteration": 119019, "loss_box_reg": 0.20352808572351933, "loss_cls": 0.16642039362341166, "loss_mask": 0.22541057504713535, "loss_rpn_cls": 0.034338637720793486, "loss_rpn_loc": 0.07868726528249681, "lr": 0.0001, "mask_rcnn/accuracy": 0.9211009889522452, "mask_rcnn/false_negative": 0.06879595113289685, "mask_rcnn/false_positive": 0.09784534775382023, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0400560952257365, "total_loss": 0.7171324315713719}
{"data_time": 0.019483596086502075, "eta_seconds": 151495.32960612327, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.29843617202107764, "fast_rcnn/fg_cls_accuracy": 0.6605580736015518, "iteration": 119039, "loss_box_reg": 0.227547038346529, "loss_cls": 0.17735398653894663, "loss_mask": 0.2329301182180643, "loss_rpn_cls": 0.03351174108684063, "loss_rpn_loc": 0.0718747298233211, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907769647300926, "mask_rcnn/false_negative": 0.09702633820758455, "mask_rcnn/false_positive": 0.10794362211502549, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0217272827867419, "total_loss": 0.7602644237922505}
{"data_time": 0.014970204792916775, "eta_seconds": 151410.65650342032, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3020005884083554, "fast_rcnn/fg_cls_accuracy": 0.6615857574006293, "iteration": 119059, "loss_box_reg": 0.20204326324164867, "loss_cls": 0.16949360305443406, "loss_mask": 0.2365278284996748, "loss_rpn_cls": 0.03464492503553629, "loss_rpn_loc": 0.07773767446633428, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012470645862679, "mask_rcnn/false_negative": 0.08866730367362036, "mask_rcnn/false_positive": 0.10449078016271009, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9785940039437264, "total_loss": 0.720184504520148}
{"data_time": 0.015188628574833274, "eta_seconds": 151440.43090376072, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3007445669877612, "fast_rcnn/fg_cls_accuracy": 0.6662245800176834, "iteration": 119079, "loss_box_reg": 0.2064996985718608, "loss_cls": 0.1885465169325471, "loss_mask": 0.24022121913731098, "loss_rpn_cls": 0.03565754136070609, "loss_rpn_loc": 0.06504545174539089, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009248982109511, "mask_rcnn/false_negative": 0.08103151949682498, "mask_rcnn/false_positive": 0.1070397737978773, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9958586788270622, "total_loss": 0.7437093276530504}
{"data_time": 0.01455822354182601, "eta_seconds": 151401.08945255633, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3098479799422387, "fast_rcnn/fg_cls_accuracy": 0.6829823244822686, "iteration": 119099, "loss_box_reg": 0.19994229450821877, "loss_cls": 0.171046894043684, "loss_mask": 0.23146816715598106, "loss_rpn_cls": 0.033584328601136804, "loss_rpn_loc": 0.07295005477499217, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014964208453595, "mask_rcnn/false_negative": 0.0844312322051789, "mask_rcnn/false_positive": 0.10977279913727025, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0467269429937005, "total_loss": 0.7246177652850747}
{"data_time": 0.016718019964173436, "eta_seconds": 151400.2929681912, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.28381920470528066, "fast_rcnn/fg_cls_accuracy": 0.6904054123315053, "iteration": 119119, "loss_box_reg": 0.236269174143672, "loss_cls": 0.18071087077260017, "loss_mask": 0.24590538628399372, "loss_rpn_cls": 0.03072228579549119, "loss_rpn_loc": 0.08299064415041357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846581695993109, "mask_rcnn/false_negative": 0.08218175445599904, "mask_rcnn/false_positive": 0.13344141772990906, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9778265648055822, "total_loss": 0.7738601549062878}
{"data_time": 0.018424730049446225, "eta_seconds": 151465.31720499974, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.294310619551973, "fast_rcnn/fg_cls_accuracy": 0.6535773963238645, "iteration": 119139, "loss_box_reg": 0.22342067770659924, "loss_cls": 0.1948905261233449, "loss_mask": 0.23716885782778263, "loss_rpn_cls": 0.029887177399359643, "loss_rpn_loc": 0.08622532337903976, "lr": 0.0001, "mask_rcnn/accuracy": 0.903547275528729, "mask_rcnn/false_negative": 0.08212247939597703, "mask_rcnn/false_positive": 0.11488738450136035, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0272225383669138, "total_loss": 0.7840362591668963}
{"data_time": 0.015741818118840456, "eta_seconds": 151578.63022651523, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.28312464428002276, "fast_rcnn/fg_cls_accuracy": 0.6864434155270809, "iteration": 119159, "loss_box_reg": 0.20068734511733055, "loss_cls": 0.16413032356649637, "loss_mask": 0.24331006221473217, "loss_rpn_cls": 0.03587688412517309, "loss_rpn_loc": 0.058205071138218045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929279215652995, "mask_rcnn/false_negative": 0.09275352649798213, "mask_rcnn/false_positive": 0.11956653172533929, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0603195750154555, "total_loss": 0.7092399436514825}
{"data_time": 0.01891108858399093, "eta_seconds": 151546.2669322174, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2779875413170607, "fast_rcnn/fg_cls_accuracy": 0.7130244088482075, "iteration": 119179, "loss_box_reg": 0.23271577060222626, "loss_cls": 0.1834726152010262, "loss_mask": 0.25562223233282566, "loss_rpn_cls": 0.02662810345645994, "loss_rpn_loc": 0.07300234097056091, "lr": 0.0001, "mask_rcnn/accuracy": 0.895294789770222, "mask_rcnn/false_negative": 0.08971196041027363, "mask_rcnn/false_positive": 0.12151754336886564, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.010026979027316, "total_loss": 0.7749225059706077}
{"data_time": 0.014683694811537862, "eta_seconds": 151515.17049567774, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31861418151740734, "fast_rcnn/fg_cls_accuracy": 0.6452310224118936, "iteration": 119199, "loss_box_reg": 0.2229986321181059, "loss_cls": 0.17795384116470814, "loss_mask": 0.24030817113816738, "loss_rpn_cls": 0.031138787977397442, "loss_rpn_loc": 0.07273439492564648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912506232640042, "mask_rcnn/false_negative": 0.08747125566703529, "mask_rcnn/false_positive": 0.11561758886735655, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9961737964767963, "total_loss": 0.7641281370306388}
{"data_time": 0.014526068000122905, "eta_seconds": 151374.63573668618, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2709568470079805, "fast_rcnn/fg_cls_accuracy": 0.6976960237829803, "iteration": 119219, "loss_box_reg": 0.20532517228275537, "loss_cls": 0.1731657711789012, "loss_mask": 0.23584210313856602, "loss_rpn_cls": 0.030898593948222697, "loss_rpn_loc": 0.06573361658956856, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979413949544401, "mask_rcnn/false_negative": 0.10340655783268378, "mask_rcnn/false_positive": 0.11027296299027992, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9624907025136054, "total_loss": 0.7540778404800221}
{"data_time": 0.014471119735389948, "eta_seconds": 151400.65726931207, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2932610867393476, "fast_rcnn/fg_cls_accuracy": 0.6909119106699753, "iteration": 119239, "loss_box_reg": 0.2112534809857607, "loss_cls": 0.1765277637168765, "loss_mask": 0.23620133474469185, "loss_rpn_cls": 0.03189078869763762, "loss_rpn_loc": 0.07726013159845024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948790587862793, "mask_rcnn/false_negative": 0.0829463188645539, "mask_rcnn/false_positive": 0.11429046282887848, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.994451247388497, "total_loss": 0.7435027040774003}
{"data_time": 0.026159937493503094, "eta_seconds": 151471.39169715345, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2644897216663635, "fast_rcnn/fg_cls_accuracy": 0.700993723357204, "iteration": 119259, "loss_box_reg": 0.23112125974148512, "loss_cls": 0.18304392416030169, "loss_mask": 0.23371596820652485, "loss_rpn_cls": 0.0336940954439342, "loss_rpn_loc": 0.08428541617468, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022086225620358, "mask_rcnn/false_negative": 0.0895549585332086, "mask_rcnn/false_positive": 0.10262638427297803, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.028220668900758, "total_loss": 0.7513033692957833}
{"data_time": 0.026180020067840815, "eta_seconds": 151487.05999575555, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2863572480256994, "fast_rcnn/fg_cls_accuracy": 0.65311798212347, "iteration": 119279, "loss_box_reg": 0.23375197872519493, "loss_cls": 0.17509609181433916, "loss_mask": 0.22937601245939732, "loss_rpn_cls": 0.03402255498804152, "loss_rpn_loc": 0.06935775210149586, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009032160090892, "mask_rcnn/false_negative": 0.08624800166930432, "mask_rcnn/false_positive": 0.1087238465023743, "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": 1.0342102660797536, "total_loss": 0.7763958321884274}
{"data_time": 0.018591552507132292, "eta_seconds": 151414.6962446859, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3450334694803721, "fast_rcnn/fg_cls_accuracy": 0.6200083848653182, "iteration": 119299, "loss_box_reg": 0.20381556637585163, "loss_cls": 0.1662084856070578, "loss_mask": 0.25421000458300114, "loss_rpn_cls": 0.03306967782555148, "loss_rpn_loc": 0.07086060824804008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894441885596197, "mask_rcnn/false_negative": 0.09730610947027342, "mask_rcnn/false_positive": 0.12316204015062321, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9712194977328181, "total_loss": 0.7346857048105448}
{"data_time": 0.01626851037144661, "eta_seconds": 151320.31730790623, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.32253938606464183, "fast_rcnn/fg_cls_accuracy": 0.6605760381138, "iteration": 119319, "loss_box_reg": 0.24260298162698746, "loss_cls": 0.1922994926571846, "loss_mask": 0.25316185504198074, "loss_rpn_cls": 0.03695316065568477, "loss_rpn_loc": 0.08803578035440296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899018028041601, "mask_rcnn/false_negative": 0.09991472287242947, "mask_rcnn/false_positive": 0.12096350227282066, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9844638390932232, "total_loss": 0.8151768044917844}
{"data_time": 0.015070891939103603, "eta_seconds": 151254.16248898488, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.31563117996044826, "fast_rcnn/fg_cls_accuracy": 0.6692467492498269, "iteration": 119339, "loss_box_reg": 0.2130743758752942, "loss_cls": 0.16758816875517368, "loss_mask": 0.23721297830343246, "loss_rpn_cls": 0.03825102502014488, "loss_rpn_loc": 0.07056722819106653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984839911719855, "mask_rcnn/false_negative": 0.07828918640790455, "mask_rcnn/false_positive": 0.11621615650609717, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9780274436343461, "total_loss": 0.7674415620276704}
{"data_time": 0.017732237232849002, "eta_seconds": 151216.9676935859, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31907439639398405, "fast_rcnn/fg_cls_accuracy": 0.6627839514437452, "iteration": 119359, "loss_box_reg": 0.21955724619328976, "loss_cls": 0.17461073491722345, "loss_mask": 0.23726392537355423, "loss_rpn_cls": 0.03354956232942641, "loss_rpn_loc": 0.07573234499432147, "lr": 0.0001, "mask_rcnn/accuracy": 0.900422749901512, "mask_rcnn/false_negative": 0.08328735368554675, "mask_rcnn/false_positive": 0.12220155152125797, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0064209094271064, "total_loss": 0.7317035794258118}
{"data_time": 0.0141693155746907, "eta_seconds": 151285.86954322644, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.32646782771926164, "fast_rcnn/fg_cls_accuracy": 0.6410517733387688, "iteration": 119379, "loss_box_reg": 0.20351720042526722, "loss_cls": 0.16732849553227425, "loss_mask": 0.23921684734523296, "loss_rpn_cls": 0.0333378731738776, "loss_rpn_loc": 0.061612120596691966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901517313736125, "mask_rcnn/false_negative": 0.08595911220761049, "mask_rcnn/false_positive": 0.1188280551843862, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.016826853621751, "total_loss": 0.7350950972177088}
{"data_time": 0.013173280749469995, "eta_seconds": 151330.71241602302, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.28732843014626175, "fast_rcnn/fg_cls_accuracy": 0.7106082323473628, "iteration": 119399, "loss_box_reg": 0.20989456493407488, "loss_cls": 0.1774480864405632, "loss_mask": 0.24287667870521545, "loss_rpn_cls": 0.03012828715145588, "loss_rpn_loc": 0.06519540084991604, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000274744476715, "mask_rcnn/false_negative": 0.08487576727033494, "mask_rcnn/false_positive": 0.1129527758528751, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0260224780067801, "total_loss": 0.7078142234822735}
{"data_time": 0.013249597977846861, "eta_seconds": 151305.1112230029, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29954301465254607, "fast_rcnn/fg_cls_accuracy": 0.6573690911984721, "iteration": 119419, "loss_box_reg": 0.22876949608325958, "loss_cls": 0.181819636374712, "loss_mask": 0.24364707618951797, "loss_rpn_cls": 0.03194255428388715, "loss_rpn_loc": 0.0739346380578354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859005450487236, "mask_rcnn/false_negative": 0.10007181393387554, "mask_rcnn/false_positive": 0.11743162669050214, "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": 1.0084297673311085, "total_loss": 0.7755279901903123}
{"data_time": 0.015936950920149684, "eta_seconds": 151253.7724769488, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.30982495765104456, "fast_rcnn/fg_cls_accuracy": 0.6555304598782861, "iteration": 119439, "loss_box_reg": 0.19247688725590706, "loss_cls": 0.15974589996039867, "loss_mask": 0.2362561635673046, "loss_rpn_cls": 0.027509767562150955, "loss_rpn_loc": 0.0663991142064333, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893967404147756, "mask_rcnn/false_negative": 0.08771161344129488, "mask_rcnn/false_positive": 0.11545583208409743, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9937805214431137, "total_loss": 0.706226235255599}
{"data_time": 0.01741062942892313, "eta_seconds": 151253.93744309898, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2811298715089731, "fast_rcnn/fg_cls_accuracy": 0.6906823053107882, "iteration": 119459, "loss_box_reg": 0.21709793247282505, "loss_cls": 0.18353786505758762, "loss_mask": 0.24329106882214546, "loss_rpn_cls": 0.030551934556569904, "loss_rpn_loc": 0.07306498335674405, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051663987512814, "mask_rcnn/false_negative": 0.08244038378530903, "mask_rcnn/false_positive": 0.11726275369690503, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9880578580778092, "total_loss": 0.7360504079260863}
{"data_time": 0.017565420363098383, "eta_seconds": 151213.588159075, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29813218390804597, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 119479, "loss_box_reg": 0.20110652968287468, "loss_cls": 0.16532134264707565, "loss_mask": 0.23437402583658695, "loss_rpn_cls": 0.034098536416422576, "loss_rpn_loc": 0.062122010393068194, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001922618786592, "mask_rcnn/false_negative": 0.10111809555102493, "mask_rcnn/false_positive": 0.10368404534356612, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0144202443771064, "total_loss": 0.6971992759499699}
{"data_time": 0.016330607002601027, "eta_seconds": 151165.33904033713, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30695932997373837, "fast_rcnn/fg_cls_accuracy": 0.6504176346941033, "iteration": 119499, "loss_box_reg": 0.2077758265659213, "loss_cls": 0.17712960951030254, "loss_mask": 0.22963289357721806, "loss_rpn_cls": 0.03676405502483249, "loss_rpn_loc": 0.08197059808298945, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003951462318074, "mask_rcnn/false_negative": 0.10066048302267848, "mask_rcnn/false_positive": 0.10346589503952655, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9857598396483809, "total_loss": 0.7841213720384985}
{"data_time": 0.01427495782263577, "eta_seconds": 151073.9703846909, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30299444330109077, "fast_rcnn/fg_cls_accuracy": 0.6892943618125216, "iteration": 119519, "loss_box_reg": 0.2284239660948515, "loss_cls": 0.18533135764300823, "loss_mask": 0.2434277031570673, "loss_rpn_cls": 0.028264172142371535, "loss_rpn_loc": 0.07392901601269841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971708323382231, "mask_rcnn/false_negative": 0.08379315375548783, "mask_rcnn/false_positive": 0.11579018625723564, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0123791941441596, "total_loss": 0.7870266096433625}
{"data_time": 0.016265348764136434, "eta_seconds": 151080.38623022847, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3432156840652376, "fast_rcnn/fg_cls_accuracy": 0.6162557253284926, "iteration": 119539, "loss_box_reg": 0.22350914403796196, "loss_cls": 0.18858161196112633, "loss_mask": 0.2556584235280752, "loss_rpn_cls": 0.03065498231444508, "loss_rpn_loc": 0.061333340825513005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934817802484645, "mask_rcnn/false_negative": 0.08480294474221982, "mask_rcnn/false_positive": 0.12752806515506845, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9968926068395376, "total_loss": 0.7737261112779379}
{"data_time": 0.016453444957733154, "eta_seconds": 151079.2974236887, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28335209681958906, "fast_rcnn/fg_cls_accuracy": 0.6732758620689656, "iteration": 119559, "loss_box_reg": 0.2089050654321909, "loss_cls": 0.16416097339242697, "loss_mask": 0.2333305235952139, "loss_rpn_cls": 0.028561744024045765, "loss_rpn_loc": 0.06607247807551175, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029170687972663, "mask_rcnn/false_negative": 0.08618618161098188, "mask_rcnn/false_positive": 0.11122464956814676, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.0241238013841212, "total_loss": 0.7023007638636045}
{"data_time": 0.01603968837298453, "eta_seconds": 151084.98537174426, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3052489487767584, "fast_rcnn/fg_cls_accuracy": 0.6580953611577723, "iteration": 119579, "loss_box_reg": 0.20932872500270605, "loss_cls": 0.17045064736157656, "loss_mask": 0.23665241338312626, "loss_rpn_cls": 0.033226722152903676, "loss_rpn_loc": 0.06418942008167505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938469095670294, "mask_rcnn/false_negative": 0.09639216526229645, "mask_rcnn/false_positive": 0.1201011858256946, "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": 1.0119159407913685, "total_loss": 0.7546635033213533}
{"data_time": 0.024749977746978402, "eta_seconds": 151064.89695459604, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.29018566381334027, "fast_rcnn/fg_cls_accuracy": 0.6799871852219012, "iteration": 119599, "loss_box_reg": 0.19662335887551308, "loss_cls": 0.1641276446171105, "loss_mask": 0.2256159894168377, "loss_rpn_cls": 0.03214864304754883, "loss_rpn_loc": 0.0634012094233185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923501809024768, "mask_rcnn/false_negative": 0.0859880898037948, "mask_rcnn/false_positive": 0.1135428033695984, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0070116962306201, "total_loss": 0.750500604743138}
{"data_time": 0.0179369633551687, "eta_seconds": 151019.0424526343, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.346875, "fast_rcnn/fg_cls_accuracy": 0.6343181818181818, "iteration": 119619, "loss_box_reg": 0.1996191581711173, "loss_cls": 0.18321252893656492, "loss_mask": 0.2405348103493452, "loss_rpn_cls": 0.03315055719576776, "loss_rpn_loc": 0.07107585319317877, "lr": 0.0001, "mask_rcnn/accuracy": 0.88546707387208, "mask_rcnn/false_negative": 0.10108903554876172, "mask_rcnn/false_positive": 0.10334097960092256, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.005174995167181, "total_loss": 0.7432198475580662}
{"data_time": 0.019761912059038877, "eta_seconds": 150878.49980578758, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.32977899293688767, "fast_rcnn/fg_cls_accuracy": 0.6503776607919433, "iteration": 119639, "loss_box_reg": 0.20945306215435266, "loss_cls": 0.1693351035937667, "loss_mask": 0.2423421610146761, "loss_rpn_cls": 0.03336500143632293, "loss_rpn_loc": 0.08076244406402111, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071283589488148, "mask_rcnn/false_negative": 0.08288007577430817, "mask_rcnn/false_positive": 0.1007074568751739, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9946233511436731, "total_loss": 0.7157969003310427}
{"data_time": 0.016112326178699732, "eta_seconds": 151004.6317031514, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.299478021978022, "fast_rcnn/fg_cls_accuracy": 0.691341575091575, "iteration": 119659, "loss_box_reg": 0.22715318761765957, "loss_cls": 0.17550048138946295, "loss_mask": 0.24223983474075794, "loss_rpn_cls": 0.03359601704869419, "loss_rpn_loc": 0.08124170312657952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937261099203604, "mask_rcnn/false_negative": 0.09874675801159745, "mask_rcnn/false_positive": 0.11487901919042329, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0424898294731975, "total_loss": 0.7642058342462406}
{"data_time": 0.01696450705640018, "eta_seconds": 150958.78748157993, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.29155279938336487, "fast_rcnn/fg_cls_accuracy": 0.6867547508359839, "iteration": 119679, "loss_box_reg": 0.22237529326230288, "loss_cls": 0.1785423420369625, "loss_mask": 0.2301052175462246, "loss_rpn_cls": 0.033686395443510264, "loss_rpn_loc": 0.06733323872322217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945698277254256, "mask_rcnn/false_negative": 0.09644227649064578, "mask_rcnn/false_positive": 0.11312520106703222, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9997381961438805, "total_loss": 0.7545878018136136}
{"data_time": 0.02225011051632464, "eta_seconds": 150915.10976082645, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2915470494417863, "fast_rcnn/fg_cls_accuracy": 0.6758972341088322, "iteration": 119699, "loss_box_reg": 0.21575717628002167, "loss_cls": 0.17654673382639885, "loss_mask": 0.2431134730577469, "loss_rpn_cls": 0.031200655415887013, "loss_rpn_loc": 0.06739892391487956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898590744798855, "mask_rcnn/false_negative": 0.0914758684275753, "mask_rcnn/false_positive": 0.12063258599286603, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.002508067758754, "total_loss": 0.733521462418139}
{"data_time": 0.015936884563416243, "eta_seconds": 150992.70439052023, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29115052552552556, "fast_rcnn/fg_cls_accuracy": 0.6757401526815499, "iteration": 119719, "loss_box_reg": 0.22342201508581638, "loss_cls": 0.18217741139233112, "loss_mask": 0.2299672570079565, "loss_rpn_cls": 0.037145460839383304, "loss_rpn_loc": 0.0852965839440003, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028117681639809, "mask_rcnn/false_negative": 0.08511837737385244, "mask_rcnn/false_positive": 0.10119424073973513, "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": 1.0098840415012091, "total_loss": 0.7691779503365979}
{"data_time": 0.01437340839765966, "eta_seconds": 150874.94605896063, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31240975660066006, "fast_rcnn/fg_cls_accuracy": 0.6466068481848185, "iteration": 119739, "loss_box_reg": 0.1981082782149315, "loss_cls": 0.15549132321029902, "loss_mask": 0.2299690805375576, "loss_rpn_cls": 0.030130170925986022, "loss_rpn_loc": 0.0630525192245841, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964333592324221, "mask_rcnn/false_negative": 0.08669457409372772, "mask_rcnn/false_positive": 0.11959153588900606, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9777824124321342, "total_loss": 0.703719433164224}
{"data_time": 0.013375286711379886, "eta_seconds": 150904.1896174103, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31603972950126796, "fast_rcnn/fg_cls_accuracy": 0.6652475104632704, "iteration": 119759, "loss_box_reg": 0.21152016334235668, "loss_cls": 0.16385377757251263, "loss_mask": 0.24051040410995483, "loss_rpn_cls": 0.03396081458777189, "loss_rpn_loc": 0.07017857558093965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984638456195835, "mask_rcnn/false_negative": 0.08484842935362982, "mask_rcnn/false_positive": 0.11370031102833189, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0045991300139576, "total_loss": 0.7564439779380336}
{"data_time": 0.013648467371240258, "eta_seconds": 150912.20577502158, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2683603720898361, "fast_rcnn/fg_cls_accuracy": 0.7059897494555774, "iteration": 119779, "loss_box_reg": 0.20797733683139086, "loss_cls": 0.1605837717652321, "loss_mask": 0.24686658382415771, "loss_rpn_cls": 0.029222390614449978, "loss_rpn_loc": 0.06427858158713207, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014091023999982, "mask_rcnn/false_negative": 0.08434394934269503, "mask_rcnn/false_positive": 0.11269863041165278, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0008159901481122, "total_loss": 0.7048559529939666}
{"data_time": 0.018088029697537422, "eta_seconds": 150820.7905243151, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.23329593468764173, "fast_rcnn/fg_cls_accuracy": 0.7518372955010225, "iteration": 119799, "loss_box_reg": 0.21010138094425201, "loss_cls": 0.1696440177038312, "loss_mask": 0.23127469047904015, "loss_rpn_cls": 0.033906224300153553, "loss_rpn_loc": 0.07438385242130607, "lr": 0.0001, "mask_rcnn/accuracy": 0.9130102807963603, "mask_rcnn/false_negative": 0.082902363600803, "mask_rcnn/false_positive": 0.09930331087843375, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 1.0210361031349748, "total_loss": 0.7014274924295023}
{"data_time": 0.017666935920715332, "eta_seconds": 150730.1439846307, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33190466822180376, "fast_rcnn/fg_cls_accuracy": 0.6471653878942882, "iteration": 119819, "loss_box_reg": 0.21385537553578615, "loss_cls": 0.17181584145873785, "loss_mask": 0.23963099531829357, "loss_rpn_cls": 0.03690823120996356, "loss_rpn_loc": 0.08216578897554427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932473484374229, "mask_rcnn/false_negative": 0.09395392650981402, "mask_rcnn/false_positive": 0.1190149596411233, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.009483025642112, "total_loss": 0.7672587092965841}
{"data_time": 0.01528174290433526, "eta_seconds": 150752.70728977397, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.33728727407798403, "fast_rcnn/fg_cls_accuracy": 0.6397856561255254, "iteration": 119839, "loss_box_reg": 0.2245342619717121, "loss_cls": 0.18185882456600666, "loss_mask": 0.23620937950909138, "loss_rpn_cls": 0.03147274040384218, "loss_rpn_loc": 0.07232305849902332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881055035677246, "mask_rcnn/false_negative": 0.0969867913301484, "mask_rcnn/false_positive": 0.13026162133188326, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0011714224237949, "total_loss": 0.7556319942232221}
{"data_time": 0.01569464965723455, "eta_seconds": 150444.21762742102, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31914108745260195, "fast_rcnn/fg_cls_accuracy": 0.6719497428396735, "iteration": 119859, "loss_box_reg": 0.22941934317350388, "loss_cls": 0.18198856245726347, "loss_mask": 0.24068797193467617, "loss_rpn_cls": 0.032145872130058706, "loss_rpn_loc": 0.07228145049884915, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924562990913292, "mask_rcnn/false_negative": 0.08494384427630938, "mask_rcnn/false_positive": 0.11505675029442144, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9507155721075833, "total_loss": 0.7624471497256309}
{"data_time": 0.026033572619780898, "eta_seconds": 150372.35053075477, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2924088359046283, "fast_rcnn/fg_cls_accuracy": 0.6497282608695651, "iteration": 119879, "loss_box_reg": 0.19546791538596153, "loss_cls": 0.1662247460335493, "loss_mask": 0.22740766033530235, "loss_rpn_cls": 0.033160094113554806, "loss_rpn_loc": 0.06490218639373779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890818739176992, "mask_rcnn/false_negative": 0.09534734785923038, "mask_rcnn/false_positive": 0.12021604302708291, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9838676454965025, "total_loss": 0.6894614299526438}
{"data_time": 0.01742927939631045, "eta_seconds": 150630.6806162931, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3233683821686302, "fast_rcnn/fg_cls_accuracy": 0.6638639594810734, "iteration": 119899, "loss_box_reg": 0.23074769414961338, "loss_cls": 0.1771286316215992, "loss_mask": 0.2523280829191208, "loss_rpn_cls": 0.03710681479424238, "loss_rpn_loc": 0.08414408937096596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866321318378867, "mask_rcnn/false_negative": 0.10167041845312694, "mask_rcnn/false_positive": 0.11784444818347496, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.012146552791819, "total_loss": 0.7941449164645746}
{"data_time": 0.013445877004414797, "eta_seconds": 150672.39151604474, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33099641518657325, "fast_rcnn/fg_cls_accuracy": 0.6349218168279971, "iteration": 119919, "loss_box_reg": 0.20171085931360722, "loss_cls": 0.17156475316733122, "loss_mask": 0.239626569673419, "loss_rpn_cls": 0.033775364281609654, "loss_rpn_loc": 0.08898698096163571, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040600192413856, "mask_rcnn/false_negative": 0.09007477797150483, "mask_rcnn/false_positive": 0.1132762470266103, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9962047908920795, "total_loss": 0.737337150843814}
{"data_time": 0.014270617626607418, "eta_seconds": 150463.24566508178, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28153433661996197, "fast_rcnn/fg_cls_accuracy": 0.7150187734668336, "iteration": 119939, "loss_box_reg": 0.2088885074481368, "loss_cls": 0.1676339115947485, "loss_mask": 0.23739185370504856, "loss_rpn_cls": 0.032827491173520684, "loss_rpn_loc": 0.07703192974440753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971577238755034, "mask_rcnn/false_negative": 0.09222223134911084, "mask_rcnn/false_positive": 0.11276222121510027, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9841569964773953, "total_loss": 0.7343420586548746}
{"data_time": 0.018799470271915197, "eta_seconds": 150443.19192049094, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.27861822513400836, "fast_rcnn/fg_cls_accuracy": 0.7097764287494054, "iteration": 119959, "loss_box_reg": 0.20736578851938248, "loss_cls": 0.18202385772019625, "loss_mask": 0.23473861627280712, "loss_rpn_cls": 0.034070205176249146, "loss_rpn_loc": 0.07673410442657769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988850012250235, "mask_rcnn/false_negative": 0.08857009971396818, "mask_rcnn/false_positive": 0.10473687238025442, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9931520046666265, "total_loss": 0.7601621642243117}
{"data_time": 0.016002096002921462, "eta_seconds": 150482.89730782155, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30736808830115114, "fast_rcnn/fg_cls_accuracy": 0.6451559934318556, "iteration": 119979, "loss_box_reg": 0.22117075510323048, "loss_cls": 0.17519756872206926, "loss_mask": 0.2511186897754669, "loss_rpn_cls": 0.034438906353898346, "loss_rpn_loc": 0.06365710124373436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866472350291168, "mask_rcnn/false_negative": 0.10085599685166041, "mask_rcnn/false_positive": 0.12417994084534234, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0083451699465513, "total_loss": 0.8000098608899862}
{"bbox/AP": 41.573684438948526, "bbox/AP-airplane": 64.80198898696953, "bbox/AP-apple": 17.958829130341016, "bbox/AP-backpack": 16.684921898935237, "bbox/AP-banana": 26.84881027549845, "bbox/AP-baseball bat": 28.865252812654486, "bbox/AP-baseball glove": 39.60757795845351, "bbox/AP-bear": 72.95537370529392, "bbox/AP-bed": 42.321543471310655, "bbox/AP-bench": 24.55572054824741, "bbox/AP-bicycle": 31.091063057956696, "bbox/AP-bird": 38.88437967043381, "bbox/AP-boat": 23.668845737381577, "bbox/AP-book": 15.633855548225299, "bbox/AP-bottle": 38.70797422320697, "bbox/AP-bowl": 42.13458626973994, "bbox/AP-broccoli": 22.715134225355136, "bbox/AP-bus": 65.14974981692377, "bbox/AP-cake": 37.89284106797466, "bbox/AP-car": 44.597914383483854, "bbox/AP-carrot": 21.860345674698667, "bbox/AP-cat": 66.9460337579825, "bbox/AP-cell phone": 37.40671584639893, "bbox/AP-chair": 27.530533855845903, "bbox/AP-clock": 50.784913065193535, "bbox/AP-couch": 44.015249369875576, "bbox/AP-cow": 59.97252411035622, "bbox/AP-cup": 41.66108716683973, "bbox/AP-dining table": 27.8089669425454, "bbox/AP-dog": 61.36579242826523, "bbox/AP-donut": 50.284723251976516, "bbox/AP-elephant": 63.31245680238753, "bbox/AP-fire hydrant": 64.8905609389029, "bbox/AP-fork": 34.45732328814044, "bbox/AP-frisbee": 66.20277716766132, "bbox/AP-giraffe": 65.2238595785186, "bbox/AP-hair drier": 1.0650535966994965, "bbox/AP-handbag": 16.36528030515233, "bbox/AP-horse": 57.99489343629286, "bbox/AP-hot dog": 34.18465110843755, "bbox/AP-keyboard": 50.86241720659456, "bbox/AP-kite": 41.885435876829085, "bbox/AP-knife": 18.427597169149266, "bbox/AP-laptop": 56.65929025605566, "bbox/AP-microwave": 51.31343694274516, "bbox/AP-motorcycle": 43.24426139576654, "bbox/AP-mouse": 63.16733254668794, "bbox/AP-orange": 28.610389634788714, "bbox/AP-oven": 35.27443916462313, "bbox/AP-parking meter": 45.76371656903791, "bbox/AP-person": 54.89028890992789, "bbox/AP-pizza": 53.93915961830368, "bbox/AP-potted plant": 25.709099269055823, "bbox/AP-refrigerator": 55.294660478154825, "bbox/AP-remote": 33.70485372824492, "bbox/AP-sandwich": 32.977627341476165, "bbox/AP-scissors": 26.72044156250149, "bbox/AP-sheep": 52.27235447292398, "bbox/AP-sink": 36.70916213269747, "bbox/AP-skateboard": 52.43395384665018, "bbox/AP-skis": 25.474420307563594, "bbox/AP-snowboard": 37.45735643099575, "bbox/AP-spoon": 16.14694822246272, "bbox/AP-sports ball": 47.88110670567222, "bbox/AP-stop sign": 66.4101556999644, "bbox/AP-suitcase": 37.50872652705162, "bbox/AP-surfboard": 38.919085800888695, "bbox/AP-teddy bear": 47.88796687879142, "bbox/AP-tennis racket": 49.326482098218385, "bbox/AP-tie": 34.82700462119979, "bbox/AP-toaster": 37.477450454405044, "bbox/AP-toilet": 56.10131337211995, "bbox/AP-toothbrush": 29.85205154681289, "bbox/AP-traffic light": 27.225601016259464, "bbox/AP-train": 61.53619946784876, "bbox/AP-truck": 33.68184619069464, "bbox/AP-tv": 53.075608350938886, "bbox/AP-umbrella": 38.474743519399034, "bbox/AP-vase": 38.26574287145396, "bbox/AP-wine glass": 36.07299533612774, "bbox/AP-zebra": 64.02192709424251, "bbox/AP50": 63.68091120319589, "bbox/AP75": 45.69912044723496, "bbox/APl": 52.71528438113171, "bbox/APm": 45.132514590598596, "bbox/APs": 26.83110177169687, "data_time": 0.020832536509260535, "eta_seconds": 150396.6916585341, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2851619593126605, "fast_rcnn/fg_cls_accuracy": 0.6867162527661668, "iteration": 119999, "loss_box_reg": 0.20501955691725016, "loss_cls": 0.15956213418394327, "loss_mask": 0.23631292209029198, "loss_rpn_cls": 0.027583859395235777, "loss_rpn_loc": 0.056118235224857926, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092689283910356, "mask_rcnn/false_negative": 0.07277906352694957, "mask_rcnn/false_positive": 0.11970140088261512, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "segm/AP": 38.42016692181123, "segm/AP-airplane": 50.173123798718244, "segm/AP-apple": 17.7247895969077, "segm/AP-backpack": 16.34968096047924, "segm/AP-banana": 21.864823341655207, "segm/AP-baseball bat": 26.531693680152042, "segm/AP-baseball glove": 43.60179320416169, "segm/AP-bear": 72.4156530642672, "segm/AP-bed": 34.49838059777813, "segm/AP-bench": 18.18306925596879, "segm/AP-bicycle": 18.155214621262882, "segm/AP-bird": 33.195908693579796, "segm/AP-boat": 22.508634253404146, "segm/AP-book": 11.617706281809106, "segm/AP-bottle": 38.02985815180106, "segm/AP-bowl": 40.14818281685885, "segm/AP-broccoli": 21.901345548230676, "segm/AP-bus": 65.55743737807498, "segm/AP-cake": 39.22986575941321, "segm/AP-car": 42.200712606730306, "segm/AP-carrot": 18.449944550330542, "segm/AP-cat": 68.8091071263188, "segm/AP-cell phone": 35.1039180801202, "segm/AP-chair": 18.533260716687646, "segm/AP-clock": 52.006335293961804, "segm/AP-couch": 39.232276040851794, "segm/AP-cow": 51.6977327180854, "segm/AP-cup": 43.103880475675176, "segm/AP-dining table": 16.914494454726142, "segm/AP-dog": 58.45337966345677, "segm/AP-donut": 51.61667938289827, "segm/AP-elephant": 58.04610479711568, "segm/AP-fire hydrant": 64.3508533969285, "segm/AP-fork": 17.221961458196397, "segm/AP-frisbee": 66.66339622972666, "segm/AP-giraffe": 50.24139538763708, "segm/AP-hair drier": 0.7236164629648254, "segm/AP-handbag": 17.112614936876145, "segm/AP-horse": 41.154230420844094, "segm/AP-hot dog": 30.90946491990015, "segm/AP-keyboard": 51.032442191898696, "segm/AP-kite": 31.51315996704172, "segm/AP-knife": 13.411126744055993, "segm/AP-laptop": 58.99817332580515, "segm/AP-microwave": 54.00471806175292, "segm/AP-motorcycle": 33.76590827994512, "segm/AP-mouse": 63.025022453748555, "segm/AP-orange": 30.19384840936748, "segm/AP-oven": 31.250398119302343, "segm/AP-parking meter": 46.5183509117318, "segm/AP-person": 47.65037356479985, "segm/AP-pizza": 52.68467143597635, "segm/AP-potted plant": 22.81236998463139, "segm/AP-refrigerator": 58.70587654881447, "segm/AP-remote": 32.102399951862765, "segm/AP-sandwich": 35.11015344481958, "segm/AP-scissors": 18.748154765422907, "segm/AP-sheep": 47.757673508516305, "segm/AP-sink": 35.91557160510928, "segm/AP-skateboard": 32.81694252647677, "segm/AP-skis": 3.2517005228798794, "segm/AP-snowboard": 24.05663908311159, "segm/AP-spoon": 10.339692915243832, "segm/AP-sports ball": 47.38890378467239, "segm/AP-stop sign": 67.64887331195165, "segm/AP-suitcase": 40.02756671552654, "segm/AP-surfboard": 33.56418490739716, "segm/AP-teddy bear": 46.42235520919187, "segm/AP-tennis racket": 57.01758426227397, "segm/AP-tie": 32.56934848087168, "segm/AP-toaster": 47.47388999983742, "segm/AP-toilet": 56.848473649205864, "segm/AP-toothbrush": 21.318401100832812, "segm/AP-traffic light": 27.168996021719217, "segm/AP-train": 60.57216303767385, "segm/AP-truck": 33.80936009541802, "segm/AP-tv": 56.53000344031507, "segm/AP-umbrella": 47.00641952621383, "segm/AP-vase": 38.63833515258435, "segm/AP-wine glass": 32.23939066650501, "segm/AP-zebra": 57.4712159358379, "segm/AP50": 60.85109182942221, "segm/AP75": 41.43962936015633, "segm/APl": 53.65585052960044, "segm/APm": 41.385734044180886, "segm/APs": 21.051371160344644, "time": 0.9905611583963037, "total_loss": 0.6936670505092479}
{"data_time": 0.015520947054028511, "eta_seconds": 150338.23741312604, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.30191024700853175, "fast_rcnn/fg_cls_accuracy": 0.6799555743600593, "iteration": 120019, "loss_box_reg": 0.2110399678349495, "loss_cls": 0.1831996999680996, "loss_mask": 0.23950942791998386, "loss_rpn_cls": 0.034776896703988314, "loss_rpn_loc": 0.07258224673569202, "lr": 0.0001, "mask_rcnn/accuracy": 0.888010237528865, "mask_rcnn/false_negative": 0.0889666030075486, "mask_rcnn/false_positive": 0.11742121179619819, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 1.0114647292066365, "total_loss": 0.7357758647412993}
{"data_time": 0.01389394118450582, "eta_seconds": 150184.5249988977, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3012730553327987, "fast_rcnn/fg_cls_accuracy": 0.6849939855653568, "iteration": 120039, "loss_box_reg": 0.21558581106364727, "loss_cls": 0.1704059187322855, "loss_mask": 0.23992609605193138, "loss_rpn_cls": 0.03038004646077752, "loss_rpn_loc": 0.06533119757659733, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009609532504861, "mask_rcnn/false_negative": 0.10053574968107604, "mask_rcnn/false_positive": 0.1096759870149189, "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": 0.9626114210113883, "total_loss": 0.7221733218757436}
{"data_time": 0.016397040337324142, "eta_seconds": 150173.5323681822, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2972079294159395, "fast_rcnn/fg_cls_accuracy": 0.6897752453308008, "iteration": 120059, "loss_box_reg": 0.21551629155874252, "loss_cls": 0.16868949681520462, "loss_mask": 0.23806744813919067, "loss_rpn_cls": 0.03284110687673092, "loss_rpn_loc": 0.07170287240296602, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058201791655265, "mask_rcnn/false_negative": 0.0843192981077355, "mask_rcnn/false_positive": 0.09892968309038737, "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": 0.9729615673422813, "total_loss": 0.7084316120744916}
{"data_time": 0.0167162308935076, "eta_seconds": 150144.46510959417, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3320161290322581, "fast_rcnn/fg_cls_accuracy": 0.6275566720734265, "iteration": 120079, "loss_box_reg": 0.207942396402359, "loss_cls": 0.1675190085079521, "loss_mask": 0.23929980024695396, "loss_rpn_cls": 0.0323634521337226, "loss_rpn_loc": 0.07349229604005814, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008930294322466, "mask_rcnn/false_negative": 0.09291262823301769, "mask_rcnn/false_positive": 0.126007602785151, "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": 0.9923705959226936, "total_loss": 0.7415734750393312}
{"data_time": 0.016333611449226737, "eta_seconds": 150032.68407916185, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2836474533156038, "fast_rcnn/fg_cls_accuracy": 0.6736354516292837, "iteration": 120099, "loss_box_reg": 0.20504846423864365, "loss_cls": 0.16857391688972712, "loss_mask": 0.22940321639180183, "loss_rpn_cls": 0.03343277770909481, "loss_rpn_loc": 0.06275193754117936, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004157063766094, "mask_rcnn/false_negative": 0.08331776065969768, "mask_rcnn/false_positive": 0.11755432570075702, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0066854255273938, "total_loss": 0.6887922202877235}
{"data_time": 0.016931477235630155, "eta_seconds": 150077.4680371955, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2833549757997875, "fast_rcnn/fg_cls_accuracy": 0.7087429008300568, "iteration": 120119, "loss_box_reg": 0.2308286838233471, "loss_cls": 0.16536764986813068, "loss_mask": 0.23480912297964096, "loss_rpn_cls": 0.034551026532426476, "loss_rpn_loc": 0.06986874574795365, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055468869742022, "mask_rcnn/false_negative": 0.08696715349951514, "mask_rcnn/false_positive": 0.09145766480876384, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.006154112983495, "total_loss": 0.7661913783522323}
{"data_time": 0.015780083602294326, "eta_seconds": 149965.09826376103, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.27322605056980054, "fast_rcnn/fg_cls_accuracy": 0.7019440254734373, "iteration": 120139, "loss_box_reg": 0.21882604900747538, "loss_cls": 0.183861187659204, "loss_mask": 0.2406893242150545, "loss_rpn_cls": 0.030098909279331565, "loss_rpn_loc": 0.08113834651885554, "lr": 0.0001, "mask_rcnn/accuracy": 0.885148818437228, "mask_rcnn/false_negative": 0.10492439098893663, "mask_rcnn/false_positive": 0.12208006087984796, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9837686640676111, "total_loss": 0.7540178021008614}
{"data_time": 0.014013308798894286, "eta_seconds": 149781.00142007694, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29542428606363613, "fast_rcnn/fg_cls_accuracy": 0.6801054650047939, "iteration": 120159, "loss_box_reg": 0.2407012190669775, "loss_cls": 0.2015872411429882, "loss_mask": 0.24657204560935497, "loss_rpn_cls": 0.03982978663407266, "loss_rpn_loc": 0.08838728338014334, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076575852015683, "mask_rcnn/false_negative": 0.08181313031693722, "mask_rcnn/false_positive": 0.10575445414137255, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9803162105381489, "total_loss": 0.8429682418936864}
{"data_time": 0.014990223105996847, "eta_seconds": 149742.24530459382, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.280858395989975, "fast_rcnn/fg_cls_accuracy": 0.6913994423143952, "iteration": 120179, "loss_box_reg": 0.2148055722936988, "loss_cls": 0.1736119338311255, "loss_mask": 0.23278389498591423, "loss_rpn_cls": 0.03272729506716132, "loss_rpn_loc": 0.0785401092725806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999281602205929, "mask_rcnn/false_negative": 0.08753699557542391, "mask_rcnn/false_positive": 0.11628727931446924, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.994747769786045, "total_loss": 0.750015634810552}
{"data_time": 0.027304955758154392, "eta_seconds": 149741.01716983132, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2668585048250204, "fast_rcnn/fg_cls_accuracy": 0.7014492753623188, "iteration": 120199, "loss_box_reg": 0.2251069601625204, "loss_cls": 0.18183005088940263, "loss_mask": 0.25091126188635826, "loss_rpn_cls": 0.036626014043577015, "loss_rpn_loc": 0.0718555273488164, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891334627301197, "mask_rcnn/false_negative": 0.09238733559719442, "mask_rcnn/false_positive": 0.12079314900280773, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0296278246678412, "total_loss": 0.7774995223153383}
{"data_time": 0.014424819964915514, "eta_seconds": 149755.37960733287, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27476991659476563, "fast_rcnn/fg_cls_accuracy": 0.7040779030910609, "iteration": 120219, "loss_box_reg": 0.1916180346161127, "loss_cls": 0.1588448416441679, "loss_mask": 0.23058474995195866, "loss_rpn_cls": 0.02783101424574852, "loss_rpn_loc": 0.05983887054026127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996286315203836, "mask_rcnn/false_negative": 0.09285133810637186, "mask_rcnn/false_positive": 0.10588391262163821, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9848098123911768, "total_loss": 0.6786291907774284}
{"data_time": 0.01481033326126635, "eta_seconds": 149788.99595350027, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28368811639488334, "fast_rcnn/fg_cls_accuracy": 0.691453123247729, "iteration": 120239, "loss_box_reg": 0.23501180298626423, "loss_cls": 0.17547766026109457, "loss_mask": 0.23543133214116096, "loss_rpn_cls": 0.036084513063542545, "loss_rpn_loc": 0.07256702368613333, "lr": 0.0001, "mask_rcnn/accuracy": 0.887938376266415, "mask_rcnn/false_negative": 0.09346578153026411, "mask_rcnn/false_positive": 0.13191286842547822, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9980760305188596, "total_loss": 0.7644757787929848}
{"data_time": 0.02100270031951368, "eta_seconds": 149681.0407944629, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23810063720265767, "fast_rcnn/fg_cls_accuracy": 0.6929994860960429, "iteration": 120259, "loss_box_reg": 0.20905385073274374, "loss_cls": 0.16495249420404434, "loss_mask": 0.23533320426940918, "loss_rpn_cls": 0.03327833511866629, "loss_rpn_loc": 0.0658317746128887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859223674001067, "mask_rcnn/false_negative": 0.09493855217604619, "mask_rcnn/false_positive": 0.13285077603258527, "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": 1.0119322205428034, "total_loss": 0.6999421850778162}
{"data_time": 0.017523820511996746, "eta_seconds": 149553.6572338175, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3113798539661467, "fast_rcnn/fg_cls_accuracy": 0.646982572375054, "iteration": 120279, "loss_box_reg": 0.21176326414570212, "loss_cls": 0.16799873672425747, "loss_mask": 0.2458791770040989, "loss_rpn_cls": 0.03219522524159402, "loss_rpn_loc": 0.08499131281860173, "lr": 0.0001, "mask_rcnn/accuracy": 0.895207401142275, "mask_rcnn/false_negative": 0.10172025825560765, "mask_rcnn/false_positive": 0.12048552616052147, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9928109950851649, "total_loss": 0.768496606964618}
{"data_time": 0.017583856359124184, "eta_seconds": 149626.43483828288, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3197916666666667, "fast_rcnn/fg_cls_accuracy": 0.661608360468676, "iteration": 120299, "loss_box_reg": 0.20138579700142145, "loss_cls": 0.16740734409540892, "loss_mask": 0.2283659316599369, "loss_rpn_cls": 0.04068280861247331, "loss_rpn_loc": 0.06762197846546769, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969433194002709, "mask_rcnn/false_negative": 0.08725851399161312, "mask_rcnn/false_positive": 0.11491052379515969, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.001454530050978, "total_loss": 0.7335454928688705}
{"data_time": 0.017173551255837083, "eta_seconds": 149648.12164619565, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24532085561497327, "fast_rcnn/fg_cls_accuracy": 0.7373676636858875, "iteration": 120319, "loss_box_reg": 0.21184600610285997, "loss_cls": 0.17651427909731865, "loss_mask": 0.23333508893847466, "loss_rpn_cls": 0.0340708814910613, "loss_rpn_loc": 0.07117802533321083, "lr": 0.0001, "mask_rcnn/accuracy": 0.9118329845620219, "mask_rcnn/false_negative": 0.08705191004809185, "mask_rcnn/false_positive": 0.09272867189382841, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0129721811972558, "total_loss": 0.7187273337040097}
{"data_time": 0.017242582282051444, "eta_seconds": 149750.11830710806, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2975708502024291, "fast_rcnn/fg_cls_accuracy": 0.6589068825910931, "iteration": 120339, "loss_box_reg": 0.2241981364786625, "loss_cls": 0.1897234870120883, "loss_mask": 0.2441338337957859, "loss_rpn_cls": 0.03018449549563229, "loss_rpn_loc": 0.07107628369703889, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002203153988868, "mask_rcnn/false_negative": 0.09514201881628626, "mask_rcnn/false_positive": 0.10291821222444011, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.016511442605406, "total_loss": 0.7615715938154608}
{"data_time": 0.01761944405734539, "eta_seconds": 149615.4026201181, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.33289591244136696, "fast_rcnn/fg_cls_accuracy": 0.6418009989783175, "iteration": 120359, "loss_box_reg": 0.20418330281972885, "loss_cls": 0.16726594418287277, "loss_mask": 0.23924258537590504, "loss_rpn_cls": 0.03374561504460871, "loss_rpn_loc": 0.07602037792094052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946175129804443, "mask_rcnn/false_negative": 0.09203035689303932, "mask_rcnn/false_positive": 0.11088284584446917, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9965920415706933, "total_loss": 0.7234446236398071}
{"data_time": 0.014021468348801136, "eta_seconds": 149648.96884724032, "fast_rcnn/cls_accuracy": 0.920654296875, "fast_rcnn/false_negative": 0.3214281266733914, "fast_rcnn/fg_cls_accuracy": 0.6397309586964759, "iteration": 120379, "loss_box_reg": 0.23857808392494917, "loss_cls": 0.19149086764082313, "loss_mask": 0.23486709035933018, "loss_rpn_cls": 0.03138916357420385, "loss_rpn_loc": 0.07886565662920475, "lr": 0.0001, "mask_rcnn/accuracy": 0.890388711235668, "mask_rcnn/false_negative": 0.08824864631160939, "mask_rcnn/false_positive": 0.12864843541305132, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.019560829270631, "total_loss": 0.780195667874068}
{"data_time": 0.022638765163719654, "eta_seconds": 149575.4091951996, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.25673612274919466, "fast_rcnn/fg_cls_accuracy": 0.7186507936507937, "iteration": 120399, "loss_box_reg": 0.22989799454808235, "loss_cls": 0.18053536396473646, "loss_mask": 0.2374851293861866, "loss_rpn_cls": 0.03187149064615369, "loss_rpn_loc": 0.06539790821261704, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022006963930996, "mask_rcnn/false_negative": 0.09243295048341585, "mask_rcnn/false_positive": 0.10053764765231785, "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": 1.0008416294585913, "total_loss": 0.756625016219914}
{"data_time": 0.021799940150231123, "eta_seconds": 149548.14294386655, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2873570097293231, "fast_rcnn/fg_cls_accuracy": 0.6979301826529594, "iteration": 120419, "loss_box_reg": 0.227900555357337, "loss_cls": 0.18141930643469095, "loss_mask": 0.23767531663179398, "loss_rpn_cls": 0.027783245779573917, "loss_rpn_loc": 0.074321752297692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980591748503539, "mask_rcnn/false_negative": 0.08500609099007742, "mask_rcnn/false_positive": 0.11927902866928972, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0129231167957187, "total_loss": 0.7406741835875437}
{"data_time": 0.014828137354925275, "eta_seconds": 149650.0580917485, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.280564263322884, "fast_rcnn/fg_cls_accuracy": 0.6918864097363083, "iteration": 120439, "loss_box_reg": 0.21778651978820562, "loss_cls": 0.1797848679125309, "loss_mask": 0.24147332832217216, "loss_rpn_cls": 0.03314614074770361, "loss_rpn_loc": 0.07524441927671432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969413640253836, "mask_rcnn/false_negative": 0.09651478357305865, "mask_rcnn/false_positive": 0.1080619925771841, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0085613299161196, "total_loss": 0.7518318004440516}
{"data_time": 0.02162950625643134, "eta_seconds": 149515.41905782185, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3476630371829028, "fast_rcnn/fg_cls_accuracy": 0.6253703045384524, "iteration": 120459, "loss_box_reg": 0.2204775381833315, "loss_cls": 0.18381699081510305, "loss_mask": 0.24566147476434708, "loss_rpn_cls": 0.03533591516315937, "loss_rpn_loc": 0.07473260699771345, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000701099919002, "mask_rcnn/false_negative": 0.09110351528900565, "mask_rcnn/false_positive": 0.1076321555305027, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9722958949860185, "total_loss": 0.7484216137090698}
{"data_time": 0.02350247069261968, "eta_seconds": 149460.2215532586, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2873070325900514, "fast_rcnn/fg_cls_accuracy": 0.6796800278236674, "iteration": 120479, "loss_box_reg": 0.19065550528466702, "loss_cls": 0.1705408114939928, "loss_mask": 0.22831141017377377, "loss_rpn_cls": 0.03447214048355818, "loss_rpn_loc": 0.06911587016656995, "lr": 0.0001, "mask_rcnn/accuracy": 0.900453724276449, "mask_rcnn/false_negative": 0.09976297976757456, "mask_rcnn/false_positive": 0.10699772474589705, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9844754065852612, "total_loss": 0.7214358891360462}
{"data_time": 0.024565473664551973, "eta_seconds": 149408.94019673578, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28301043219076005, "fast_rcnn/fg_cls_accuracy": 0.6917153253786917, "iteration": 120499, "loss_box_reg": 0.2259020321071148, "loss_cls": 0.18071476463228464, "loss_mask": 0.2414192110300064, "loss_rpn_cls": 0.034912904957309365, "loss_rpn_loc": 0.06828781310468912, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013748479355856, "mask_rcnn/false_negative": 0.09371353064104651, "mask_rcnn/false_positive": 0.10925984105241388, "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": 0.980435992591083, "total_loss": 0.7593498667702079}
{"data_time": 0.01584928040392697, "eta_seconds": 149360.1933213696, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2726379125461694, "fast_rcnn/fg_cls_accuracy": 0.7067198856189681, "iteration": 120519, "loss_box_reg": 0.20823414996266365, "loss_cls": 0.1741481889039278, "loss_mask": 0.2273757103830576, "loss_rpn_cls": 0.030236398335546255, "loss_rpn_loc": 0.060717137064784765, "lr": 0.0001, "mask_rcnn/accuracy": 0.911318377734404, "mask_rcnn/false_negative": 0.07655417966804044, "mask_rcnn/false_positive": 0.10356836315080495, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.990441526286304, "total_loss": 0.7085810537682846}
{"data_time": 0.01760596758686006, "eta_seconds": 149351.78074034862, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33838874059694246, "fast_rcnn/fg_cls_accuracy": 0.631904857486953, "iteration": 120539, "loss_box_reg": 0.22184993047267199, "loss_cls": 0.18144311103969812, "loss_mask": 0.23941374570131302, "loss_rpn_cls": 0.03168142179492861, "loss_rpn_loc": 0.07774415670428425, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040959228282432, "mask_rcnn/false_negative": 0.08648202370538555, "mask_rcnn/false_positive": 0.11301333617971926, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.020225054351613, "total_loss": 0.7325384239666164}
{"data_time": 0.026051577413454652, "eta_seconds": 149335.39544835687, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31379032258064515, "fast_rcnn/fg_cls_accuracy": 0.6783333333333332, "iteration": 120559, "loss_box_reg": 0.1987556554377079, "loss_cls": 0.17357545252889395, "loss_mask": 0.24436403810977936, "loss_rpn_cls": 0.03318726806901395, "loss_rpn_loc": 0.07330302987247705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903089705480268, "mask_rcnn/false_negative": 0.09311218059069956, "mask_rcnn/false_positive": 0.11772790421814848, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0355350142344832, "total_loss": 0.7263159526046365}
{"data_time": 0.022164058405905962, "eta_seconds": 149311.8097030837, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26946349334409037, "fast_rcnn/fg_cls_accuracy": 0.6997536945812808, "iteration": 120579, "loss_box_reg": 0.19628359377384186, "loss_cls": 0.1634347103536129, "loss_mask": 0.23626425676047802, "loss_rpn_cls": 0.02855760941747576, "loss_rpn_loc": 0.0698715834878385, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988738440269053, "mask_rcnn/false_negative": 0.09241344778114785, "mask_rcnn/false_positive": 0.11723539517842417, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9986365523654968, "total_loss": 0.6899000348057598}
{"data_time": 0.025754941161721945, "eta_seconds": 149280.25744054466, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2974951203643461, "fast_rcnn/fg_cls_accuracy": 0.6740846807071973, "iteration": 120599, "loss_box_reg": 0.21707545965909958, "loss_cls": 0.17821656074374914, "loss_mask": 0.23756658285856247, "loss_rpn_cls": 0.03374826814979315, "loss_rpn_loc": 0.06278063147328794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980346186687476, "mask_rcnn/false_negative": 0.08866984016389876, "mask_rcnn/false_positive": 0.10248113785253968, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0148126087151468, "total_loss": 0.7334882817231119}
{"data_time": 0.021314973942935467, "eta_seconds": 149351.65897237137, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2833323593010344, "fast_rcnn/fg_cls_accuracy": 0.6740176473528972, "iteration": 120619, "loss_box_reg": 0.2210324453189969, "loss_cls": 0.18308261688798666, "loss_mask": 0.24039572663605213, "loss_rpn_cls": 0.04141710186377168, "loss_rpn_loc": 0.09751786827109754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997686384272678, "mask_rcnn/false_negative": 0.08097135108353604, "mask_rcnn/false_positive": 0.11893001414288903, "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": 1.026058196555823, "total_loss": 0.7629968118853867}
{"data_time": 0.017212358070537448, "eta_seconds": 149331.66276685894, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32689304775444566, "fast_rcnn/fg_cls_accuracy": 0.6506998271343334, "iteration": 120639, "loss_box_reg": 0.1862909086048603, "loss_cls": 0.1644372008740902, "loss_mask": 0.2365159634500742, "loss_rpn_cls": 0.037107245065271854, "loss_rpn_loc": 0.07262436021119356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899710493274943, "mask_rcnn/false_negative": 0.08137101212988798, "mask_rcnn/false_positive": 0.1399641617809232, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9857361409813166, "total_loss": 0.6985388009343296}
{"data_time": 0.015817552572116256, "eta_seconds": 149235.46544604935, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3341568345610988, "fast_rcnn/fg_cls_accuracy": 0.6355665707280673, "iteration": 120659, "loss_box_reg": 0.2070571854710579, "loss_cls": 0.1683214302174747, "loss_mask": 0.23513861745595932, "loss_rpn_cls": 0.03503896249458194, "loss_rpn_loc": 0.06316287734080106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873751321661012, "mask_rcnn/false_negative": 0.08619311201278976, "mask_rcnn/false_positive": 0.11783701556679513, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0013267255853862, "total_loss": 0.69691139284987}
{"data_time": 0.023383280960842967, "eta_seconds": 149211.88210992143, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3248654441814177, "fast_rcnn/fg_cls_accuracy": 0.653677908113392, "iteration": 120679, "loss_box_reg": 0.23674348462373018, "loss_cls": 0.1843580361455679, "loss_mask": 0.23904692381620407, "loss_rpn_cls": 0.03344506392022595, "loss_rpn_loc": 0.06632836943026632, "lr": 0.0001, "mask_rcnn/accuracy": 0.89446153417634, "mask_rcnn/false_negative": 0.1003197297220311, "mask_rcnn/false_positive": 0.12751315692390275, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9915296158287674, "total_loss": 0.7833921047276817}
{"data_time": 0.022998628206551075, "eta_seconds": 149164.78256627452, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2844238585641972, "fast_rcnn/fg_cls_accuracy": 0.6639640231092436, "iteration": 120699, "loss_box_reg": 0.2150662774220109, "loss_cls": 0.16814006865024567, "loss_mask": 0.2386540211737156, "loss_rpn_cls": 0.02896821964532137, "loss_rpn_loc": 0.06578532746061683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965560462122253, "mask_rcnn/false_negative": 0.08376763089148612, "mask_rcnn/false_positive": 0.12670823431571854, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9849773924797773, "total_loss": 0.7371361639816314}
{"data_time": 0.02372109075076878, "eta_seconds": 149074.21162582934, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2829457364341085, "fast_rcnn/fg_cls_accuracy": 0.7021623827009384, "iteration": 120719, "loss_box_reg": 0.2130149183794856, "loss_cls": 0.17470363434404135, "loss_mask": 0.23845651373267174, "loss_rpn_cls": 0.03437402693089098, "loss_rpn_loc": 0.06562120816670358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940493458518822, "mask_rcnn/false_negative": 0.08761602984570722, "mask_rcnn/false_positive": 0.10991393478758875, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0020209425128996, "total_loss": 0.7278867911081761}
{"data_time": 0.022774768760427833, "eta_seconds": 149111.39630750753, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3012446113197052, "fast_rcnn/fg_cls_accuracy": 0.6722025016903312, "iteration": 120739, "loss_box_reg": 0.22869227640330791, "loss_cls": 0.18190636951476336, "loss_mask": 0.23408377170562744, "loss_rpn_cls": 0.03302167740184814, "loss_rpn_loc": 0.07308877003379166, "lr": 0.0001, "mask_rcnn/accuracy": 0.903026588246953, "mask_rcnn/false_negative": 0.08788375819101471, "mask_rcnn/false_positive": 0.11733741626704272, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9988816357217729, "total_loss": 0.775170388398692}
{"data_time": 0.02234051562845707, "eta_seconds": 149104.8369068373, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30856729228064733, "fast_rcnn/fg_cls_accuracy": 0.6671681919238922, "iteration": 120759, "loss_box_reg": 0.22448806883767247, "loss_cls": 0.17793630063533783, "loss_mask": 0.23571143485605717, "loss_rpn_cls": 0.032975099282339215, "loss_rpn_loc": 0.07605678774416447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987125564004469, "mask_rcnn/false_negative": 0.09654775769320224, "mask_rcnn/false_positive": 0.10893383843402657, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.022232364397496, "total_loss": 0.7489927953574806}
{"data_time": 0.014667305396869779, "eta_seconds": 149057.25581555162, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2624458874458874, "fast_rcnn/fg_cls_accuracy": 0.6720027055972042, "iteration": 120779, "loss_box_reg": 0.20629385858774185, "loss_cls": 0.1699048513546586, "loss_mask": 0.24889041483402252, "loss_rpn_cls": 0.030889662506524473, "loss_rpn_loc": 0.06404361315071583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983335950348496, "mask_rcnn/false_negative": 0.09893747916986334, "mask_rcnn/false_positive": 0.11461811463892682, "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": 0.9887904699426144, "total_loss": 0.734484531567432}
{"data_time": 0.016026917612180114, "eta_seconds": 149022.93809633702, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28451744334097273, "fast_rcnn/fg_cls_accuracy": 0.6706293992470127, "iteration": 120799, "loss_box_reg": 0.22639290057122707, "loss_cls": 0.1899532275274396, "loss_mask": 0.23915533162653446, "loss_rpn_cls": 0.03472473859437741, "loss_rpn_loc": 0.07634267956018448, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933815920130829, "mask_rcnn/false_negative": 0.09889105114032432, "mask_rcnn/false_positive": 0.11940810905086799, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0155247270595282, "total_loss": 0.7753068290185183}
{"data_time": 0.015916832024231553, "eta_seconds": 149002.96183117665, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.33576457875840915, "fast_rcnn/fg_cls_accuracy": 0.6368162206197387, "iteration": 120819, "loss_box_reg": 0.22109661996364594, "loss_cls": 0.18583914078772068, "loss_mask": 0.2338774986565113, "loss_rpn_cls": 0.030198197811841965, "loss_rpn_loc": 0.07218150608241558, "lr": 0.0001, "mask_rcnn/accuracy": 0.896668274626245, "mask_rcnn/false_negative": 0.09630982838299984, "mask_rcnn/false_positive": 0.10902800354529615, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0038074017502367, "total_loss": 0.7602721289731562}
{"data_time": 0.017941572004929185, "eta_seconds": 149040.4497980699, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28830559112249254, "fast_rcnn/fg_cls_accuracy": 0.6622222222222223, "iteration": 120839, "loss_box_reg": 0.22613469697535038, "loss_cls": 0.18577142991125584, "loss_mask": 0.23930680751800537, "loss_rpn_cls": 0.03674111783038825, "loss_rpn_loc": 0.07268273271620274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980892452551601, "mask_rcnn/false_negative": 0.08561303588304267, "mask_rcnn/false_positive": 0.11145127480200526, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.018163645407185, "total_loss": 0.7812152106198482}
{"data_time": 0.015064483741298318, "eta_seconds": 149118.48968131933, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2780783582089552, "fast_rcnn/fg_cls_accuracy": 0.6865962543554007, "iteration": 120859, "loss_box_reg": 0.20030920766294003, "loss_cls": 0.1725945733487606, "loss_mask": 0.24381268210709095, "loss_rpn_cls": 0.03450119594344869, "loss_rpn_loc": 0.08315503434278071, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065042577223628, "mask_rcnn/false_negative": 0.08286168206673047, "mask_rcnn/false_positive": 0.10025576025588812, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9916902971453965, "total_loss": 0.7463531704852358}
{"data_time": 0.019774427637457848, "eta_seconds": 149186.52139350772, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28774893314367, "fast_rcnn/fg_cls_accuracy": 0.693651931983134, "iteration": 120879, "loss_box_reg": 0.21668435167521238, "loss_cls": 0.1783003769814968, "loss_mask": 0.24475372396409512, "loss_rpn_cls": 0.03447394270915538, "loss_rpn_loc": 0.08091605477966368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999174881817134, "mask_rcnn/false_negative": 0.08497157802077712, "mask_rcnn/false_positive": 0.10784913454620183, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0147515840362757, "total_loss": 0.7570334953488782}
{"data_time": 0.019390550907701254, "eta_seconds": 149091.21750919148, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27710613166579817, "fast_rcnn/fg_cls_accuracy": 0.7046504559270517, "iteration": 120899, "loss_box_reg": 0.21319819428026676, "loss_cls": 0.18190613109618425, "loss_mask": 0.2508460022509098, "loss_rpn_cls": 0.03452945651952177, "loss_rpn_loc": 0.08302134741097689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901774291371902, "mask_rcnn/false_negative": 0.09444397882151698, "mask_rcnn/false_positive": 0.11906347235583929, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.993545756675303, "total_loss": 0.7788135386654176}
{"data_time": 0.014964772621169686, "eta_seconds": 149146.50354978628, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3375809375809376, "fast_rcnn/fg_cls_accuracy": 0.6340421761474393, "iteration": 120919, "loss_box_reg": 0.2210397608578205, "loss_cls": 0.18581474293023348, "loss_mask": 0.24906921572983265, "loss_rpn_cls": 0.035775457276031375, "loss_rpn_loc": 0.07667246530763805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926311025717233, "mask_rcnn/false_negative": 0.09285790719304839, "mask_rcnn/false_positive": 0.10890357640087434, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0086905187927186, "total_loss": 0.7693861597217619}
{"data_time": 0.017980725970119238, "eta_seconds": 149038.50121964235, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3482770972845501, "fast_rcnn/fg_cls_accuracy": 0.6200108315791625, "iteration": 120939, "loss_box_reg": 0.22407154366374016, "loss_cls": 0.18263042718172073, "loss_mask": 0.24419541098177433, "loss_rpn_cls": 0.03104468749370426, "loss_rpn_loc": 0.07352817850187421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885065500194844, "mask_rcnn/false_negative": 0.08840640888040152, "mask_rcnn/false_positive": 0.1342840191494482, "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": 0.9883882901631296, "total_loss": 0.7654988639988005}
{"data_time": 0.02306412346661091, "eta_seconds": 149031.22104339302, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2950182058920887, "fast_rcnn/fg_cls_accuracy": 0.6746234207968902, "iteration": 120959, "loss_box_reg": 0.2140985829755664, "loss_cls": 0.17995012179017067, "loss_mask": 0.23730050027370453, "loss_rpn_cls": 0.035159180872142315, "loss_rpn_loc": 0.07863559341058135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981901251454529, "mask_rcnn/false_negative": 0.08660519194902735, "mask_rcnn/false_positive": 0.11576694768378588, "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": 1.0035748083610088, "total_loss": 0.7496564090251923}
{"data_time": 0.021203383337706327, "eta_seconds": 149103.0044944631, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2757637938896489, "fast_rcnn/fg_cls_accuracy": 0.6835065779866449, "iteration": 120979, "loss_box_reg": 0.24018693901598454, "loss_cls": 0.1903674565255642, "loss_mask": 0.2533634975552559, "loss_rpn_cls": 0.03485710718086921, "loss_rpn_loc": 0.0871171917533502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906521782099937, "mask_rcnn/false_negative": 0.09314043342223943, "mask_rcnn/false_positive": 0.12677089120549492, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0328050199896097, "total_loss": 0.7947620400518645}
{"data_time": 0.02206474170088768, "eta_seconds": 149147.03216869384, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3113761633685732, "fast_rcnn/fg_cls_accuracy": 0.6607389049369747, "iteration": 120999, "loss_box_reg": 0.210601057857275, "loss_cls": 0.17088183294981718, "loss_mask": 0.23683129623532295, "loss_rpn_cls": 0.030340674275066704, "loss_rpn_loc": 0.06680530239827931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917134399983051, "mask_rcnn/false_negative": 0.09487043926473267, "mask_rcnn/false_positive": 0.11746132080158281, "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": 1.0284541465807706, "total_loss": 0.7092113990802318}
{"data_time": 0.01975139486603439, "eta_seconds": 149093.05742966942, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.31136515539712595, "fast_rcnn/fg_cls_accuracy": 0.6465636586413761, "iteration": 121019, "loss_box_reg": 0.2040974348783493, "loss_cls": 0.16720754280686378, "loss_mask": 0.23490453697741032, "loss_rpn_cls": 0.03159048029920086, "loss_rpn_loc": 0.06947054900228977, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002597215948753, "mask_rcnn/false_negative": 0.08195100347859005, "mask_rcnn/false_positive": 0.11317354515458164, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9962936185766011, "total_loss": 0.7082497965311632}
{"data_time": 0.0189281958155334, "eta_seconds": 149239.13249485195, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.31571300076108766, "fast_rcnn/fg_cls_accuracy": 0.6602320164210429, "iteration": 121039, "loss_box_reg": 0.2265667263418436, "loss_cls": 0.1884135976433754, "loss_mask": 0.2404683344066143, "loss_rpn_cls": 0.03406465204898268, "loss_rpn_loc": 0.07841495424509048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980222578920287, "mask_rcnn/false_negative": 0.09476052709321388, "mask_rcnn/false_positive": 0.11731445699001278, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0224936860613525, "total_loss": 0.7836469388566911}
{"data_time": 0.014748468296602368, "eta_seconds": 149249.92680307943, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2783506080583449, "fast_rcnn/fg_cls_accuracy": 0.6731191606548514, "iteration": 121059, "loss_box_reg": 0.2278935294598341, "loss_cls": 0.16842056531459093, "loss_mask": 0.23146743141114712, "loss_rpn_cls": 0.03225004731211811, "loss_rpn_loc": 0.0673147588968277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877976806162777, "mask_rcnn/false_negative": 0.09102039398524805, "mask_rcnn/false_positive": 0.11067219508873746, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0164669540245086, "total_loss": 0.7059820700669661}
{"data_time": 0.013875697739422321, "eta_seconds": 149229.88518540747, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2423038728897716, "fast_rcnn/fg_cls_accuracy": 0.7092237442922374, "iteration": 121079, "loss_box_reg": 0.20718383602797985, "loss_cls": 0.17278092820197344, "loss_mask": 0.23449260368943214, "loss_rpn_cls": 0.030900360667146742, "loss_rpn_loc": 0.060380242532119155, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085693712969058, "mask_rcnn/false_negative": 0.07166363275018128, "mask_rcnn/false_positive": 0.11052343629349967, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9832700078841299, "total_loss": 0.7139636361971498}
{"data_time": 0.017002667533233762, "eta_seconds": 149227.25199970882, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.29375, "fast_rcnn/fg_cls_accuracy": 0.6932091346153846, "iteration": 121099, "loss_box_reg": 0.22567580360919237, "loss_cls": 0.18912416696548462, "loss_mask": 0.23847335018217564, "loss_rpn_cls": 0.032808458898216486, "loss_rpn_loc": 0.0863250840920955, "lr": 0.0001, "mask_rcnn/accuracy": 0.895822823083555, "mask_rcnn/false_negative": 0.09193816811661024, "mask_rcnn/false_positive": 0.10298360961823089, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0178430159576237, "total_loss": 0.7562970676226541}
{"data_time": 0.01777788228355348, "eta_seconds": 149297.19859505072, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.30196953123970427, "fast_rcnn/fg_cls_accuracy": 0.6701720517509991, "iteration": 121119, "loss_box_reg": 0.22797662019729614, "loss_cls": 0.17963159549981356, "loss_mask": 0.2585353944450617, "loss_rpn_cls": 0.03652758803218603, "loss_rpn_loc": 0.08323599607683718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962953201048942, "mask_rcnn/false_negative": 0.09103581949823197, "mask_rcnn/false_positive": 0.11311301767089975, "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": 1.0199170720297843, "total_loss": 0.7956533813849092}
{"data_time": 0.016025556484237313, "eta_seconds": 149329.8622317519, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29538115557605815, "fast_rcnn/fg_cls_accuracy": 0.6738974150595443, "iteration": 121139, "loss_box_reg": 0.210936417337507, "loss_cls": 0.18095293547958136, "loss_mask": 0.24261253885924816, "loss_rpn_cls": 0.03563500993186608, "loss_rpn_loc": 0.07777370954863727, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915051706456005, "mask_rcnn/false_negative": 0.10006506664942144, "mask_rcnn/false_positive": 0.12437035305407967, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0114870441611856, "total_loss": 0.7384886823128909}
{"data_time": 0.015358630567789078, "eta_seconds": 149436.2956308201, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3017676767676768, "fast_rcnn/fg_cls_accuracy": 0.6638727985489439, "iteration": 121159, "loss_box_reg": 0.2258031303063035, "loss_cls": 0.1822270699776709, "loss_mask": 0.2321890201419592, "loss_rpn_cls": 0.0367646845697891, "loss_rpn_loc": 0.0721261934377253, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015678951504844, "mask_rcnn/false_negative": 0.10263773757545067, "mask_rcnn/false_positive": 0.09648694410532216, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.030004101106897, "total_loss": 0.7459124475717545}
{"data_time": 0.01814111159183085, "eta_seconds": 149310.45863407198, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30363735919899876, "fast_rcnn/fg_cls_accuracy": 0.6555263157894737, "iteration": 121179, "loss_box_reg": 0.20166984666138887, "loss_cls": 0.16266215313225985, "loss_mask": 0.23857116140425205, "loss_rpn_cls": 0.03164401662070304, "loss_rpn_loc": 0.0701419583056122, "lr": 0.0001, "mask_rcnn/accuracy": 0.891164198159048, "mask_rcnn/false_negative": 0.0970858544404106, "mask_rcnn/false_positive": 0.11883958189394458, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.959762214217335, "total_loss": 0.7193016043165699}
{"data_time": 0.02170857461169362, "eta_seconds": 149252.67220549285, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2522178734507502, "fast_rcnn/fg_cls_accuracy": 0.7329003585870146, "iteration": 121199, "loss_box_reg": 0.20078631676733494, "loss_cls": 0.15031619230285287, "loss_mask": 0.23804426193237305, "loss_rpn_cls": 0.02826000133063644, "loss_rpn_loc": 0.07177845807746053, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088454772586498, "mask_rcnn/false_negative": 0.08462624678786852, "mask_rcnn/false_positive": 0.10837300929711537, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0013577046338469, "total_loss": 0.6972937630489469}
{"data_time": 0.024148231372237206, "eta_seconds": 149214.80366379023, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.25196378644654505, "fast_rcnn/fg_cls_accuracy": 0.7267756730843979, "iteration": 121219, "loss_box_reg": 0.21119953133165836, "loss_cls": 0.16290820855647326, "loss_mask": 0.23129149340093136, "loss_rpn_cls": 0.03097747208084911, "loss_rpn_loc": 0.06083828501868993, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009123213360974, "mask_rcnn/false_negative": 0.07814990259426041, "mask_rcnn/false_positive": 0.1133501042936432, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9869372153189033, "total_loss": 0.7374401959823444}
{"data_time": 0.014835923677310348, "eta_seconds": 149278.5995271802, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30565230478156175, "fast_rcnn/fg_cls_accuracy": 0.6492749596464766, "iteration": 121239, "loss_box_reg": 0.19139882922172546, "loss_cls": 0.16056551691144705, "loss_mask": 0.22945753298699856, "loss_rpn_cls": 0.029276114015374333, "loss_rpn_loc": 0.06048954860307276, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884950428502406, "mask_rcnn/false_negative": 0.09554904558150365, "mask_rcnn/false_positive": 0.12369164669000549, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.023123238934204, "total_loss": 0.6892793928273022}
{"data_time": 0.01853171340189874, "eta_seconds": 149209.48346332647, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.28285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6700539340992725, "iteration": 121259, "loss_box_reg": 0.23977579502388835, "loss_cls": 0.18795722723007202, "loss_mask": 0.2435649335384369, "loss_rpn_cls": 0.04159214859828353, "loss_rpn_loc": 0.06944347731769085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990977280406922, "mask_rcnn/false_negative": 0.09843699139430523, "mask_rcnn/false_positive": 0.10249973033859712, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9726202222518623, "total_loss": 0.7811656430130824}
{"data_time": 0.01799259101971984, "eta_seconds": 149272.85188637674, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2829552740568735, "fast_rcnn/fg_cls_accuracy": 0.6728872656350623, "iteration": 121279, "loss_box_reg": 0.19951487984508276, "loss_cls": 0.16681586671620607, "loss_mask": 0.23656869307160378, "loss_rpn_cls": 0.035053587052971125, "loss_rpn_loc": 0.07316710148006678, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026127601789111, "mask_rcnn/false_negative": 0.08678819165129077, "mask_rcnn/false_positive": 0.11091100147520802, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.041374376276508, "total_loss": 0.7172849423513981}
{"data_time": 0.027181217214092612, "eta_seconds": 149360.80221161246, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26612630867950016, "fast_rcnn/fg_cls_accuracy": 0.7148345153664303, "iteration": 121299, "loss_box_reg": 0.21355382166802883, "loss_cls": 0.16502744518220425, "loss_mask": 0.23107273690402508, "loss_rpn_cls": 0.03463209024630487, "loss_rpn_loc": 0.08297312556533143, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940032818547026, "mask_rcnn/false_negative": 0.09663134083435937, "mask_rcnn/false_positive": 0.11503685846010121, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0119776562787592, "total_loss": 0.7372437883168459}
{"data_time": 0.01411201898008585, "eta_seconds": 149417.3307468742, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.35426632130230096, "fast_rcnn/fg_cls_accuracy": 0.6301470588235294, "iteration": 121319, "loss_box_reg": 0.21742837689816952, "loss_cls": 0.1751012858003378, "loss_mask": 0.2497777510434389, "loss_rpn_cls": 0.035793191753327847, "loss_rpn_loc": 0.07469165464863181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895979510630646, "mask_rcnn/false_negative": 0.09150489326082296, "mask_rcnn/false_positive": 0.12525263398141928, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0182731780223548, "total_loss": 0.7500775624066591}
{"data_time": 0.014211880741640925, "eta_seconds": 149428.5996159399, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2956319956319956, "fast_rcnn/fg_cls_accuracy": 0.6607704956542166, "iteration": 121339, "loss_box_reg": 0.21775544621050358, "loss_cls": 0.17369400896131992, "loss_mask": 0.23927230760455132, "loss_rpn_cls": 0.035853463166859, "loss_rpn_loc": 0.08249142218846828, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932496665285623, "mask_rcnn/false_negative": 0.08237380019073795, "mask_rcnn/false_positive": 0.11965544784433446, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0137430939357728, "total_loss": 0.7554766502580605}
{"data_time": 0.017575419042259455, "eta_seconds": 149454.82881240547, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.21540227213295754, "fast_rcnn/fg_cls_accuracy": 0.7482470256911317, "iteration": 121359, "loss_box_reg": 0.20746986847370863, "loss_cls": 0.172019992955029, "loss_mask": 0.23434444330632687, "loss_rpn_cls": 0.03725494723767042, "loss_rpn_loc": 0.07919002091512084, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099092715755688, "mask_rcnn/false_negative": 0.08261118321601145, "mask_rcnn/false_positive": 0.10219339125313237, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0096316509880126, "total_loss": 0.7437033941969275}
{"data_time": 0.017231999430805445, "eta_seconds": 149402.31205127668, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3425355132672206, "fast_rcnn/fg_cls_accuracy": 0.6248956739463069, "iteration": 121379, "loss_box_reg": 0.20130665227770805, "loss_cls": 0.1729105170816183, "loss_mask": 0.2383718453347683, "loss_rpn_cls": 0.026256471406668425, "loss_rpn_loc": 0.05896541615948081, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877586260791814, "mask_rcnn/false_negative": 0.09973699197518204, "mask_rcnn/false_positive": 0.11342520481091684, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0049549343530089, "total_loss": 0.6976209338754416}
{"data_time": 0.018233463168144226, "eta_seconds": 149414.60953662172, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2658692933083177, "fast_rcnn/fg_cls_accuracy": 0.7008998163325153, "iteration": 121399, "loss_box_reg": 0.21433929353952408, "loss_cls": 0.1804150054231286, "loss_mask": 0.23839345760643482, "loss_rpn_cls": 0.030800379463471472, "loss_rpn_loc": 0.05940957926213741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994909557580713, "mask_rcnn/false_negative": 0.09816303899650813, "mask_rcnn/false_positive": 0.10770090200497168, "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": 1.0035405484959483, "total_loss": 0.722511438652873}
{"data_time": 0.016155632911249995, "eta_seconds": 149240.26894822717, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28824721377912865, "fast_rcnn/fg_cls_accuracy": 0.6715277777777777, "iteration": 121419, "loss_box_reg": 0.22218450717628002, "loss_cls": 0.18885604478418827, "loss_mask": 0.23620658926665783, "loss_rpn_cls": 0.03103318891953677, "loss_rpn_loc": 0.06849066610448062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952593650733214, "mask_rcnn/false_negative": 0.09213842323716459, "mask_rcnn/false_positive": 0.12198153053186832, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9904004749841988, "total_loss": 0.7779864089097828}
{"data_time": 0.028512195451185107, "eta_seconds": 149156.44381759688, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24781073145823582, "fast_rcnn/fg_cls_accuracy": 0.7244074720224671, "iteration": 121439, "loss_box_reg": 0.20725520141422749, "loss_cls": 0.15995583962649107, "loss_mask": 0.23105887789279222, "loss_rpn_cls": 0.030829071765765548, "loss_rpn_loc": 0.06516332132741809, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027924203818554, "mask_rcnn/false_negative": 0.09391145980701035, "mask_rcnn/false_positive": 0.10042221448144972, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9874329520389438, "total_loss": 0.6967039649607614}
{"data_time": 0.024957203306257725, "eta_seconds": 149421.76654205192, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30815218428535984, "fast_rcnn/fg_cls_accuracy": 0.6493536246113565, "iteration": 121459, "loss_box_reg": 0.22179780341684818, "loss_cls": 0.18484555184841156, "loss_mask": 0.24130269326269627, "loss_rpn_cls": 0.02681954379659146, "loss_rpn_loc": 0.07513236440718174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930017171764117, "mask_rcnn/false_negative": 0.0969262978798924, "mask_rcnn/false_positive": 0.13297474975640244, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0325321066193283, "total_loss": 0.7588827388826758}
{"data_time": 0.01773465215228498, "eta_seconds": 149495.52617440931, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2682709115929631, "fast_rcnn/fg_cls_accuracy": 0.7142432691868172, "iteration": 121479, "loss_box_reg": 0.2214892115443945, "loss_cls": 0.16957263462245464, "loss_mask": 0.2536867130547762, "loss_rpn_cls": 0.038727124920114875, "loss_rpn_loc": 0.07345684873871505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809101690269707, "mask_rcnn/false_negative": 0.10005029126247011, "mask_rcnn/false_positive": 0.12548635247515455, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0129432673566043, "total_loss": 0.8036839654669166}
{"data_time": 0.019703892525285482, "eta_seconds": 149475.3948081052, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2808970099667774, "fast_rcnn/fg_cls_accuracy": 0.6676272225628449, "iteration": 121499, "loss_box_reg": 0.19958894047886133, "loss_cls": 0.16825499664992094, "loss_mask": 0.234997795894742, "loss_rpn_cls": 0.027076029684394598, "loss_rpn_loc": 0.05766360368579626, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111126983607107, "mask_rcnn/false_negative": 0.08690472162691498, "mask_rcnn/false_positive": 0.09599796617972614, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9806209895759821, "total_loss": 0.7030227844952606}
{"data_time": 0.0170652624219656, "eta_seconds": 149546.47451877594, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2744106216637179, "fast_rcnn/fg_cls_accuracy": 0.7043338514848279, "iteration": 121519, "loss_box_reg": 0.2078232178464532, "loss_cls": 0.16986689623445272, "loss_mask": 0.24801741540431976, "loss_rpn_cls": 0.03247000393457711, "loss_rpn_loc": 0.07821887824684381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933801725702903, "mask_rcnn/false_negative": 0.09264494392553219, "mask_rcnn/false_positive": 0.11851496057986499, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0317510534077883, "total_loss": 0.7796225246274844}
{"data_time": 0.017548368545249104, "eta_seconds": 149621.52863692492, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3161020583190395, "fast_rcnn/fg_cls_accuracy": 0.6040152676845123, "iteration": 121539, "loss_box_reg": 0.23769685253500938, "loss_cls": 0.19411491975188255, "loss_mask": 0.24933883175253868, "loss_rpn_cls": 0.04276604950428009, "loss_rpn_loc": 0.07671520509757102, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886420691785331, "mask_rcnn/false_negative": 0.09344848210475551, "mask_rcnn/false_positive": 0.1284128678577774, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0354253102559596, "total_loss": 0.8250521898735315}
{"data_time": 0.01692701643332839, "eta_seconds": 149567.95244528912, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30597641738006787, "fast_rcnn/fg_cls_accuracy": 0.6344912083181562, "iteration": 121559, "loss_box_reg": 0.2200303548015654, "loss_cls": 0.1749873561784625, "loss_mask": 0.2392918337136507, "loss_rpn_cls": 0.03156520356424153, "loss_rpn_loc": 0.07662454480305314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973580750855228, "mask_rcnn/false_negative": 0.09566977564701651, "mask_rcnn/false_positive": 0.10891231614144095, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9877350423485041, "total_loss": 0.7282875405508094}
{"data_time": 0.021011906675994396, "eta_seconds": 149572.9039268894, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27435106278773636, "fast_rcnn/fg_cls_accuracy": 0.7065066378511886, "iteration": 121579, "loss_box_reg": 0.23448431119322777, "loss_cls": 0.1867470946162939, "loss_mask": 0.23658182844519615, "loss_rpn_cls": 0.04025217250455171, "loss_rpn_loc": 0.0782884982181713, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960485768960627, "mask_rcnn/false_negative": 0.09912520001249564, "mask_rcnn/false_positive": 0.11356175237113912, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0297578028403223, "total_loss": 0.7915543511044234}
{"data_time": 0.013622002908959985, "eta_seconds": 149571.93142864853, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28689211431991624, "fast_rcnn/fg_cls_accuracy": 0.6729059215251028, "iteration": 121599, "loss_box_reg": 0.20056153926998377, "loss_cls": 0.1762986546382308, "loss_mask": 0.2350721899420023, "loss_rpn_cls": 0.03349003498442471, "loss_rpn_loc": 0.07601442979648709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909997169566013, "mask_rcnn/false_negative": 0.08584732137905543, "mask_rcnn/false_positive": 0.1250240881934231, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0124441196676344, "total_loss": 0.7372153733158484}
{"data_time": 0.014893519226461649, "eta_seconds": 149507.49652271625, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3154383004831659, "fast_rcnn/fg_cls_accuracy": 0.6514328808446456, "iteration": 121619, "loss_box_reg": 0.20250933710485697, "loss_cls": 0.1746554123237729, "loss_mask": 0.2360263094305992, "loss_rpn_cls": 0.03939387877471745, "loss_rpn_loc": 0.07229438930517063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919804460245637, "mask_rcnn/false_negative": 0.105902158871287, "mask_rcnn/false_positive": 0.12347312945090078, "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": 1.005228254944086, "total_loss": 0.7353876708075404}
{"data_time": 0.016119660576805472, "eta_seconds": 149487.3445485253, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.303173125740396, "fast_rcnn/fg_cls_accuracy": 0.6680739304386245, "iteration": 121639, "loss_box_reg": 0.21274113841354847, "loss_cls": 0.1686883056536317, "loss_mask": 0.2309050988405943, "loss_rpn_cls": 0.04040375608019531, "loss_rpn_loc": 0.0725310638663359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906148678733788, "mask_rcnn/false_negative": 0.08498125240401488, "mask_rcnn/false_positive": 0.11522739130884344, "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": 0.9902033945545554, "total_loss": 0.7216372333932668}
{"data_time": 0.016124227549880743, "eta_seconds": 149467.19257433433, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2920233463035019, "fast_rcnn/fg_cls_accuracy": 0.6780287771270388, "iteration": 121659, "loss_box_reg": 0.2170246010646224, "loss_cls": 0.16828155145049095, "loss_mask": 0.22848504781723022, "loss_rpn_cls": 0.03613362181931734, "loss_rpn_loc": 0.0678343647159636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969086180050201, "mask_rcnn/false_negative": 0.09370207087442914, "mask_rcnn/false_positive": 0.11360473469619604, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0091654176358134, "total_loss": 0.7143055777996778}
{"data_time": 0.01620808243751526, "eta_seconds": 149480.43329805136, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.26409703300030274, "fast_rcnn/fg_cls_accuracy": 0.7125582750582751, "iteration": 121679, "loss_box_reg": 0.20187467895448208, "loss_cls": 0.16402704268693924, "loss_mask": 0.2285937573760748, "loss_rpn_cls": 0.031502032186836004, "loss_rpn_loc": 0.07424227864248678, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071404913846417, "mask_rcnn/false_negative": 0.0832485241998425, "mask_rcnn/false_positive": 0.11364661072541339, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0148390501271933, "total_loss": 0.693564192042686}
{"data_time": 0.01710958476178348, "eta_seconds": 149446.7235825956, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3154282072481742, "fast_rcnn/fg_cls_accuracy": 0.6566072192676814, "iteration": 121699, "loss_box_reg": 0.20773367770016193, "loss_cls": 0.17765291826799512, "loss_mask": 0.24343912489712238, "loss_rpn_cls": 0.03491733188275248, "loss_rpn_loc": 0.07979085622355342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859191504193853, "mask_rcnn/false_negative": 0.09639161478807501, "mask_rcnn/false_positive": 0.10586664865633073, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9737248991150409, "total_loss": 0.7369001653860323}
{"data_time": 0.028030975023284554, "eta_seconds": 149440.12034408748, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31036999103827934, "fast_rcnn/fg_cls_accuracy": 0.657512160463464, "iteration": 121719, "loss_box_reg": 0.2264850875362754, "loss_cls": 0.16982559766620398, "loss_mask": 0.2281928602606058, "loss_rpn_cls": 0.029922286863438785, "loss_rpn_loc": 0.07115707150660455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964897361078876, "mask_rcnn/false_negative": 0.08221040799956311, "mask_rcnn/false_positive": 0.12101055870182337, "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": 1.0047158715315163, "total_loss": 0.7683980799047276}
{"data_time": 0.015463404823094606, "eta_seconds": 149441.10956315417, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.25142899839354427, "fast_rcnn/fg_cls_accuracy": 0.723871807587404, "iteration": 121739, "loss_box_reg": 0.20651409216225147, "loss_cls": 0.17213286366313696, "loss_mask": 0.2432971838861704, "loss_rpn_cls": 0.029708966612815857, "loss_rpn_loc": 0.06288373190909624, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040416136169791, "mask_rcnn/false_negative": 0.09074341628563473, "mask_rcnn/false_positive": 0.10673790170719462, "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": 1.012405632995069, "total_loss": 0.7207931620650925}
{"data_time": 0.018917897948995233, "eta_seconds": 149420.9502336569, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2894798500468604, "fast_rcnn/fg_cls_accuracy": 0.671944939115368, "iteration": 121759, "loss_box_reg": 0.21295267343521118, "loss_cls": 0.169873611535877, "loss_mask": 0.2294672206044197, "loss_rpn_cls": 0.03241628501564264, "loss_rpn_loc": 0.06732873350847512, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048529619759258, "mask_rcnn/false_negative": 0.0866758269720746, "mask_rcnn/false_positive": 0.10718845734620545, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0211171661503613, "total_loss": 0.7105735009536147}
{"data_time": 0.015360621502622962, "eta_seconds": 149420.9208863834, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.30055149115153146, "fast_rcnn/fg_cls_accuracy": 0.676077545642763, "iteration": 121779, "loss_box_reg": 0.2259007692337036, "loss_cls": 0.18555693421512842, "loss_mask": 0.24161718226969242, "loss_rpn_cls": 0.038403332233428955, "loss_rpn_loc": 0.0695273531600833, "lr": 0.0001, "mask_rcnn/accuracy": 0.899706492783857, "mask_rcnn/false_negative": 0.0943801808350576, "mask_rcnn/false_positive": 0.10552689055115942, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0396700219716877, "total_loss": 0.7526010947767645}
{"data_time": 0.01622737688012421, "eta_seconds": 149391.75483710133, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3237461325517017, "fast_rcnn/fg_cls_accuracy": 0.6650660491952627, "iteration": 121799, "loss_box_reg": 0.22090675309300423, "loss_cls": 0.18708014208823442, "loss_mask": 0.2459435947239399, "loss_rpn_cls": 0.03894194820895791, "loss_rpn_loc": 0.07919404935091734, "lr": 0.0001, "mask_rcnn/accuracy": 0.901086143791557, "mask_rcnn/false_negative": 0.08365431662246947, "mask_rcnn/false_positive": 0.11944613881573903, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0073910045903176, "total_loss": 0.7797971803229302}
{"data_time": 0.014612208120524883, "eta_seconds": 149339.3379591778, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.28502555112089223, "fast_rcnn/fg_cls_accuracy": 0.7034821903242956, "iteration": 121819, "loss_box_reg": 0.2300831088796258, "loss_cls": 0.2007031263783574, "loss_mask": 0.2330730352550745, "loss_rpn_cls": 0.034594599914271384, "loss_rpn_loc": 0.07141149183735251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950465536477895, "mask_rcnn/false_negative": 0.10178071010434703, "mask_rcnn/false_positive": 0.11989839521849767, "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": 0.9671058251988143, "total_loss": 0.7590458272607066}
{"data_time": 0.015356598887592554, "eta_seconds": 149306.4871264249, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.312336489348449, "fast_rcnn/fg_cls_accuracy": 0.6372485399091499, "iteration": 121839, "loss_box_reg": 0.20845051342621446, "loss_cls": 0.17158391699194908, "loss_mask": 0.23688536696135998, "loss_rpn_cls": 0.033911562291905284, "loss_rpn_loc": 0.06597535428591073, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937109231754004, "mask_rcnn/false_negative": 0.07947286916588696, "mask_rcnn/false_positive": 0.12881145182238699, "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": 1.0208095361012965, "total_loss": 0.7223485019931104}
{"data_time": 0.01669159485027194, "eta_seconds": 149327.45616772212, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30996921067363314, "fast_rcnn/fg_cls_accuracy": 0.6675939281544062, "iteration": 121859, "loss_box_reg": 0.21336070075631142, "loss_cls": 0.1783506777137518, "loss_mask": 0.24239610694348812, "loss_rpn_cls": 0.03491424489766359, "loss_rpn_loc": 0.08328165905550122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989619499966355, "mask_rcnn/false_negative": 0.09047067685868151, "mask_rcnn/false_positive": 0.11955606554614942, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0442096695769578, "total_loss": 0.7303342053783126}
{"data_time": 0.013176484033465385, "eta_seconds": 149311.11151465215, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.33759839481401455, "fast_rcnn/fg_cls_accuracy": 0.6436941964285714, "iteration": 121879, "loss_box_reg": 0.2216783594340086, "loss_cls": 0.19691355247050524, "loss_mask": 0.241064615547657, "loss_rpn_cls": 0.031144219217821956, "loss_rpn_loc": 0.06619197875261307, "lr": 0.0001, "mask_rcnn/accuracy": 0.894880741136399, "mask_rcnn/false_negative": 0.08660613358989597, "mask_rcnn/false_positive": 0.12168103319543862, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.012842173455283, "total_loss": 0.7867044598679058}
{"data_time": 0.01510136411525309, "eta_seconds": 149287.13553692214, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29912280701754385, "fast_rcnn/fg_cls_accuracy": 0.6705716586151369, "iteration": 121899, "loss_box_reg": 0.21287476643919945, "loss_cls": 0.18378650210797787, "loss_mask": 0.23438585922122002, "loss_rpn_cls": 0.03027925710193813, "loss_rpn_loc": 0.06766341102775186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961512370364548, "mask_rcnn/false_negative": 0.10310304462225534, "mask_rcnn/false_positive": 0.10909837416143822, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9823460087645799, "total_loss": 0.7468656261917204}
{"data_time": 0.0178315460216254, "eta_seconds": 149266.97522152215, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.30315025564901865, "fast_rcnn/fg_cls_accuracy": 0.679407883885865, "iteration": 121919, "loss_box_reg": 0.21746928617358208, "loss_cls": 0.16268067248165607, "loss_mask": 0.2421822603791952, "loss_rpn_cls": 0.03884210123214871, "loss_rpn_loc": 0.07785224262624979, "lr": 0.0001, "mask_rcnn/accuracy": 0.889246451131473, "mask_rcnn/false_negative": 0.10584219186691551, "mask_rcnn/false_positive": 0.10923774208830639, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.008152533089742, "total_loss": 0.7391698019346222}
{"data_time": 0.01721246400848031, "eta_seconds": 149282.50446346123, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2835631349782293, "fast_rcnn/fg_cls_accuracy": 0.6819381598793364, "iteration": 121939, "loss_box_reg": 0.2263530883938074, "loss_cls": 0.17887459509074688, "loss_mask": 0.24143574014306068, "loss_rpn_cls": 0.028097169590182602, "loss_rpn_loc": 0.06758137792348862, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810827980955034, "mask_rcnn/false_negative": 0.09583805285742232, "mask_rcnn/false_positive": 0.1296109232762842, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9854845458175987, "total_loss": 0.7365649427520111}
{"data_time": 0.019128525629639626, "eta_seconds": 149288.63263769075, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2957615935654141, "fast_rcnn/fg_cls_accuracy": 0.6698467058056099, "iteration": 121959, "loss_box_reg": 0.20899402536451817, "loss_cls": 0.16522421408444643, "loss_mask": 0.24815904535353184, "loss_rpn_cls": 0.028681594179943204, "loss_rpn_loc": 0.06736420374363661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937041540517305, "mask_rcnn/false_negative": 0.09226664432460387, "mask_rcnn/false_positive": 0.11816396985416648, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0023187750484794, "total_loss": 0.7153979322174564}
{"data_time": 0.024504956789314747, "eta_seconds": 149203.0106954556, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2787136744098561, "fast_rcnn/fg_cls_accuracy": 0.6998324256388773, "iteration": 121979, "loss_box_reg": 0.20232799090445042, "loss_cls": 0.1790841817855835, "loss_mask": 0.24608063884079456, "loss_rpn_cls": 0.03187359718140215, "loss_rpn_loc": 0.06367154722101986, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980268050906108, "mask_rcnn/false_negative": 0.09259732913499977, "mask_rcnn/false_positive": 0.0960985569020816, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0087715534027666, "total_loss": 0.7508737889584154}
{"data_time": 0.01982863200828433, "eta_seconds": 149157.92966634035, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3074878048780488, "fast_rcnn/fg_cls_accuracy": 0.6286290322580645, "iteration": 121999, "loss_box_reg": 0.2231332901865244, "loss_cls": 0.18101785238832235, "loss_mask": 0.25038639828562737, "loss_rpn_cls": 0.032753837178461254, "loss_rpn_loc": 0.08111453196033835, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954539958415408, "mask_rcnn/false_negative": 0.09009725037341465, "mask_rcnn/false_positive": 0.10693892664153219, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9989755852147937, "total_loss": 0.8106896090321243}
{"data_time": 0.01791692106053233, "eta_seconds": 149162.69100603648, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3081874658122997, "fast_rcnn/fg_cls_accuracy": 0.6843641622367135, "iteration": 122019, "loss_box_reg": 0.2507346384227276, "loss_cls": 0.2025283882394433, "loss_mask": 0.25409281626343727, "loss_rpn_cls": 0.04413715493865311, "loss_rpn_loc": 0.07742271479219198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884643778358383, "mask_rcnn/false_negative": 0.09965895843803024, "mask_rcnn/false_positive": 0.12441886238235328, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0181326766032726, "total_loss": 0.8525436540367082}
{"data_time": 0.033241432858631015, "eta_seconds": 149207.1240648441, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3412615086415765, "fast_rcnn/fg_cls_accuracy": 0.6328626444159178, "iteration": 122039, "loss_box_reg": 0.20307725109159946, "loss_cls": 0.16922388784587383, "loss_mask": 0.23884624801576138, "loss_rpn_cls": 0.0381988356821239, "loss_rpn_loc": 0.08686599228531122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890966345887948, "mask_rcnn/false_negative": 0.09706759598559409, "mask_rcnn/false_positive": 0.12653140825792897, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.035588255384937, "total_loss": 0.7379022851819173}
{"data_time": 0.01749911904335022, "eta_seconds": 149195.97648766823, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2919748890399456, "fast_rcnn/fg_cls_accuracy": 0.6661256892573618, "iteration": 122059, "loss_box_reg": 0.2003733478486538, "loss_cls": 0.16363170742988586, "loss_mask": 0.2356887124478817, "loss_rpn_cls": 0.035372925689443946, "loss_rpn_loc": 0.06032755668275058, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037017394967323, "mask_rcnn/false_negative": 0.07610748791372327, "mask_rcnn/false_positive": 0.1177343099900505, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0362765260506421, "total_loss": 0.6945889252237976}
{"data_time": 0.016275799367576838, "eta_seconds": 149166.78691316396, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.28212509712509715, "fast_rcnn/fg_cls_accuracy": 0.6883799421407908, "iteration": 122079, "loss_box_reg": 0.20909411925822496, "loss_cls": 0.16523990663699806, "loss_mask": 0.23622031696140766, "loss_rpn_cls": 0.029081146116368473, "loss_rpn_loc": 0.06654912582598627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941016331626284, "mask_rcnn/false_negative": 0.09298975029021936, "mask_rcnn/false_positive": 0.12473467154178103, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9799920155201107, "total_loss": 0.7039343595533865}
{"data_time": 0.02403534483164549, "eta_seconds": 149082.05162719823, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.313403858669873, "fast_rcnn/fg_cls_accuracy": 0.6701217329036877, "iteration": 122099, "loss_box_reg": 0.20630868710577488, "loss_cls": 0.18288041092455387, "loss_mask": 0.24126621708273888, "loss_rpn_cls": 0.030457957182079554, "loss_rpn_loc": 0.07526906969724223, "lr": 0.0001, "mask_rcnn/accuracy": 0.897151808046364, "mask_rcnn/false_negative": 0.0920476677059584, "mask_rcnn/false_positive": 0.11757548514394661, "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": 0.9683297227602452, "total_loss": 0.7512949185911566}
{"data_time": 0.015692349057644606, "eta_seconds": 148960.67481261678, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3263725490196078, "fast_rcnn/fg_cls_accuracy": 0.6135960312978946, "iteration": 122119, "loss_box_reg": 0.21323238080367446, "loss_cls": 0.17123847687616944, "loss_mask": 0.24264904111623764, "loss_rpn_cls": 0.029149292735382915, "loss_rpn_loc": 0.06650524749420583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948418414435455, "mask_rcnn/false_negative": 0.09191451277252817, "mask_rcnn/false_positive": 0.11819095954379674, "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": 0.9849377234932035, "total_loss": 0.7302665782626718}
{"data_time": 0.01657254691235721, "eta_seconds": 149006.1131392792, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.33830523394422507, "fast_rcnn/fg_cls_accuracy": 0.6497885313869425, "iteration": 122139, "loss_box_reg": 0.2262828927487135, "loss_cls": 0.17391181271523237, "loss_mask": 0.2336970642209053, "loss_rpn_cls": 0.03092750016367063, "loss_rpn_loc": 0.07564845972228795, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974765549306539, "mask_rcnn/false_negative": 0.08780161410203556, "mask_rcnn/false_positive": 0.11677649672455712, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0322581329382956, "total_loss": 0.7530671849381179}
{"data_time": 0.026126330951228738, "eta_seconds": 148937.9916357994, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30738286245785373, "fast_rcnn/fg_cls_accuracy": 0.662255265338159, "iteration": 122159, "loss_box_reg": 0.21878004353493452, "loss_cls": 0.18740547262132168, "loss_mask": 0.2245085258036852, "loss_rpn_cls": 0.034621819388121367, "loss_rpn_loc": 0.07491157902404666, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073227815889264, "mask_rcnn/false_negative": 0.07788777320413123, "mask_rcnn/false_positive": 0.11796029998693514, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9971209496725351, "total_loss": 0.7624317195732147}
{"data_time": 0.014821181539446115, "eta_seconds": 148965.80308567733, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3007049775688955, "fast_rcnn/fg_cls_accuracy": 0.6441350162112089, "iteration": 122179, "loss_box_reg": 0.232590701431036, "loss_cls": 0.19605615828186274, "loss_mask": 0.24481442756950855, "loss_rpn_cls": 0.030807453906163573, "loss_rpn_loc": 0.05976351792924106, "lr": 0.0001, "mask_rcnn/accuracy": 0.896376033176294, "mask_rcnn/false_negative": 0.09757656923153349, "mask_rcnn/false_positive": 0.10280385217748338, "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": 0.9873657214920968, "total_loss": 0.7615972736966796}
{"data_time": 0.01429151021875441, "eta_seconds": 148966.4877078496, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3097772146552634, "fast_rcnn/fg_cls_accuracy": 0.6207404660603458, "iteration": 122199, "loss_box_reg": 0.19757441617548466, "loss_cls": 0.170590341091156, "loss_mask": 0.23251507058739662, "loss_rpn_cls": 0.0294015429681167, "loss_rpn_loc": 0.0710973932291381, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001394804171416, "mask_rcnn/false_negative": 0.07495301887545959, "mask_rcnn/false_positive": 0.11519629747487542, "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": 1.0084577430970967, "total_loss": 0.7062432389357127}
{"data_time": 0.027760561555624008, "eta_seconds": 149094.3426190596, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29938609590177534, "fast_rcnn/fg_cls_accuracy": 0.6515306122448979, "iteration": 122219, "loss_box_reg": 0.20840377174317837, "loss_cls": 0.1800005789846182, "loss_mask": 0.23751425184309483, "loss_rpn_cls": 0.03226643754169345, "loss_rpn_loc": 0.07464989123400301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945102404072097, "mask_rcnn/false_negative": 0.100232362120079, "mask_rcnn/false_positive": 0.12278590861723002, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0233912079129368, "total_loss": 0.7266309895785525}
{"data_time": 0.0252238551620394, "eta_seconds": 148926.1720142886, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3005793609820455, "fast_rcnn/fg_cls_accuracy": 0.6879445994520272, "iteration": 122239, "loss_box_reg": 0.20195481833070517, "loss_cls": 0.16934869531542063, "loss_mask": 0.24189581349492073, "loss_rpn_cls": 0.029417705605737865, "loss_rpn_loc": 0.06818172498606145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985247503613192, "mask_rcnn/false_negative": 0.09119196614369487, "mask_rcnn/false_positive": 0.11078775262908896, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9992838317994028, "total_loss": 0.7271484295488335}
{"data_time": 0.01479795342311263, "eta_seconds": 148881.55735278968, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2641469948099782, "fast_rcnn/fg_cls_accuracy": 0.6767321331151118, "iteration": 122259, "loss_box_reg": 0.2219075784087181, "loss_cls": 0.1881911875680089, "loss_mask": 0.2403285726904869, "loss_rpn_cls": 0.033726257854141295, "loss_rpn_loc": 0.056683130795136094, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000208667056131, "mask_rcnn/false_negative": 0.08927698013713735, "mask_rcnn/false_positive": 0.10321854336151515, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9698827790562063, "total_loss": 0.7646840156521648}
{"data_time": 0.015708518214523792, "eta_seconds": 148884.40363221802, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.32113954505686787, "fast_rcnn/fg_cls_accuracy": 0.6298395226548239, "iteration": 122279, "loss_box_reg": 0.21848862525075674, "loss_cls": 0.17775135580450296, "loss_mask": 0.24412918835878372, "loss_rpn_cls": 0.03445726539939642, "loss_rpn_loc": 0.08740900456905365, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050555163984982, "mask_rcnn/false_negative": 0.0981398836187428, "mask_rcnn/false_positive": 0.10782591882801823, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0402093634475023, "total_loss": 0.7743070779833943}
{"data_time": 0.024559001438319683, "eta_seconds": 148886.05093236547, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.22182539682539681, "fast_rcnn/fg_cls_accuracy": 0.7618689630034627, "iteration": 122299, "loss_box_reg": 0.2060641124844551, "loss_cls": 0.18383649922907352, "loss_mask": 0.22734796814620495, "loss_rpn_cls": 0.028503710753284395, "loss_rpn_loc": 0.06074063142295927, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044685157226156, "mask_rcnn/false_negative": 0.08746106896426893, "mask_rcnn/false_positive": 0.1101014738622817, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 1.0181232104077935, "total_loss": 0.7417755579808727}
{"data_time": 0.024680791422724724, "eta_seconds": 148962.58715055883, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2898298931646095, "fast_rcnn/fg_cls_accuracy": 0.6642356129443647, "iteration": 122319, "loss_box_reg": 0.21305092051625252, "loss_cls": 0.1715541174635291, "loss_mask": 0.23392015509307384, "loss_rpn_cls": 0.03502898651640862, "loss_rpn_loc": 0.08233856526203454, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980157082994489, "mask_rcnn/false_negative": 0.10623232092031248, "mask_rcnn/false_positive": 0.10563723468280992, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0418474818579853, "total_loss": 0.7323942503426224}
{"data_time": 0.01909524411894381, "eta_seconds": 148844.27762850188, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31114718614718617, "fast_rcnn/fg_cls_accuracy": 0.6281116794543904, "iteration": 122339, "loss_box_reg": 0.20610971841961145, "loss_cls": 0.17926337849348783, "loss_mask": 0.24719333089888096, "loss_rpn_cls": 0.03106512618251145, "loss_rpn_loc": 0.0730563203105703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882526863118747, "mask_rcnn/false_negative": 0.09018009428327377, "mask_rcnn/false_positive": 0.12014203831965131, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9843004087451845, "total_loss": 0.7447596061392687}
{"data_time": 0.015463104471564293, "eta_seconds": 148824.1172224842, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29618685802729705, "fast_rcnn/fg_cls_accuracy": 0.6871874080611944, "iteration": 122359, "loss_box_reg": 0.2213612012565136, "loss_cls": 0.17789238411933184, "loss_mask": 0.2507704347372055, "loss_rpn_cls": 0.03546444233506918, "loss_rpn_loc": 0.07916762493550777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8847950379021896, "mask_rcnn/false_negative": 0.09647926241540164, "mask_rcnn/false_positive": 0.13429331872057904, "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": 1.020672895014286, "total_loss": 0.7699656353797764}
{"data_time": 0.01750997407361865, "eta_seconds": 148783.61538172234, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.363600167947994, "fast_rcnn/fg_cls_accuracy": 0.6068497474747474, "iteration": 122379, "loss_box_reg": 0.2313581258058548, "loss_cls": 0.17666870774701238, "loss_mask": 0.247677993029356, "loss_rpn_cls": 0.032675888505764306, "loss_rpn_loc": 0.07357375859282911, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044545449627173, "mask_rcnn/false_negative": 0.08123836617480792, "mask_rcnn/false_positive": 0.10098952538053357, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0055063811596483, "total_loss": 0.7524096698034555}
{"data_time": 0.012604093644768, "eta_seconds": 148881.8923579529, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2854440816062595, "fast_rcnn/fg_cls_accuracy": 0.6970596026490066, "iteration": 122399, "loss_box_reg": 0.20551325753331184, "loss_cls": 0.17213619593530893, "loss_mask": 0.24477576836943626, "loss_rpn_cls": 0.036441578064113855, "loss_rpn_loc": 0.07506062649190426, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898264449700046, "mask_rcnn/false_negative": 0.09347438461104166, "mask_rcnn/false_positive": 0.12345452755130418, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.041809477377683, "total_loss": 0.7638648371212184}
{"data_time": 0.01950883585959673, "eta_seconds": 148798.5411908524, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3195178176928249, "fast_rcnn/fg_cls_accuracy": 0.639265125895814, "iteration": 122419, "loss_box_reg": 0.20867517357692122, "loss_cls": 0.17095654644072056, "loss_mask": 0.24581639096140862, "loss_rpn_cls": 0.04253044235520065, "loss_rpn_loc": 0.09109484544023871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8783501600111675, "mask_rcnn/false_negative": 0.09499276754855031, "mask_rcnn/false_positive": 0.13350590460292128, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.982856881339103, "total_loss": 0.7493091095238924}
{"data_time": 0.02347155404277146, "eta_seconds": 148778.3760544937, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2941996844921009, "fast_rcnn/fg_cls_accuracy": 0.6739465922860606, "iteration": 122439, "loss_box_reg": 0.20970175229012966, "loss_cls": 0.1771989595144987, "loss_mask": 0.2414260171353817, "loss_rpn_cls": 0.033441826701164246, "loss_rpn_loc": 0.06031575123779476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910535829418809, "mask_rcnn/false_negative": 0.08250896858297706, "mask_rcnn/false_positive": 0.12022859368582231, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9895726344548166, "total_loss": 0.7397057443158701}
{"data_time": 0.01765697356313467, "eta_seconds": 148702.9847813258, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3218112507727179, "fast_rcnn/fg_cls_accuracy": 0.6602101792705544, "iteration": 122459, "loss_box_reg": 0.20127294771373272, "loss_cls": 0.16724341083317995, "loss_mask": 0.23294762894511223, "loss_rpn_cls": 0.030409131664782763, "loss_rpn_loc": 0.06021206104196608, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983725668732099, "mask_rcnn/false_negative": 0.0962806859710185, "mask_rcnn/false_positive": 0.11083593424725889, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0099682931322604, "total_loss": 0.7167296246625483}
{"data_time": 0.015048094559460878, "eta_seconds": 148801.19756534696, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3149964928688333, "fast_rcnn/fg_cls_accuracy": 0.6652110625909753, "iteration": 122479, "loss_box_reg": 0.229671198874712, "loss_cls": 0.18795851152390242, "loss_mask": 0.24977613054215908, "loss_rpn_cls": 0.030964871169999242, "loss_rpn_loc": 0.0745156449265778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822303980554486, "mask_rcnn/false_negative": 0.10560479329992727, "mask_rcnn/false_positive": 0.1304062153061029, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0496790260076523, "total_loss": 0.7732212119153701}
{"data_time": 0.01816693739965558, "eta_seconds": 148824.03663708828, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3267515816395208, "fast_rcnn/fg_cls_accuracy": 0.6600531098190239, "iteration": 122499, "loss_box_reg": 0.2290650885552168, "loss_cls": 0.18678787350654602, "loss_mask": 0.24188033118844032, "loss_rpn_cls": 0.038844116032123566, "loss_rpn_loc": 0.09455523686483502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929854749247792, "mask_rcnn/false_negative": 0.09709060832045313, "mask_rcnn/false_positive": 0.12440410370414706, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0000121763441712, "total_loss": 0.7864983743056655}
{"data_time": 0.017625148873776197, "eta_seconds": 148791.67444484308, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3009490126731506, "fast_rcnn/fg_cls_accuracy": 0.6642156862745098, "iteration": 122519, "loss_box_reg": 0.21510781068354845, "loss_cls": 0.17528827860951424, "loss_mask": 0.23420546017587185, "loss_rpn_cls": 0.033646051306277514, "loss_rpn_loc": 0.07220867043361068, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932416955208309, "mask_rcnn/false_negative": 0.0977750394519531, "mask_rcnn/false_positive": 0.11513656532036026, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0158001037780195, "total_loss": 0.7779672829201445}
{"data_time": 0.015055684139952064, "eta_seconds": 148677.5503727002, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2926226373866492, "fast_rcnn/fg_cls_accuracy": 0.6834089191232049, "iteration": 122539, "loss_box_reg": 0.2198068331927061, "loss_cls": 0.17804019525647163, "loss_mask": 0.24278014712035656, "loss_rpn_cls": 0.036315938225016, "loss_rpn_loc": 0.06431208923459053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903677557234713, "mask_rcnn/false_negative": 0.09398508883556872, "mask_rcnn/false_positive": 0.1259443170161348, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0193608300760388, "total_loss": 0.746996235800907}
{"data_time": 0.014956313651055098, "eta_seconds": 148657.3852363415, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27512666431012134, "fast_rcnn/fg_cls_accuracy": 0.6914288116628182, "iteration": 122559, "loss_box_reg": 0.20460214279592037, "loss_cls": 0.17280120309442282, "loss_mask": 0.2467664685100317, "loss_rpn_cls": 0.036270230542868376, "loss_rpn_loc": 0.08287453139200807, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907914671296251, "mask_rcnn/false_negative": 0.10248311128673145, "mask_rcnn/false_positive": 0.1228574129489191, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0077324574813247, "total_loss": 0.7370823627570644}
{"data_time": 0.014007130870595574, "eta_seconds": 148582.03888073098, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29965156794425085, "fast_rcnn/fg_cls_accuracy": 0.6675726927939317, "iteration": 122579, "loss_box_reg": 0.21566589176654816, "loss_cls": 0.18550082948058844, "loss_mask": 0.23252974078059196, "loss_rpn_cls": 0.03228815086185932, "loss_rpn_loc": 0.05957839684560895, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003774154358087, "mask_rcnn/false_negative": 0.09352262720105446, "mask_rcnn/false_positive": 0.10587175552973702, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9943016353063285, "total_loss": 0.7868509446270764}
{"data_time": 0.017924547428265214, "eta_seconds": 148538.93024097197, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.34490241858237547, "fast_rcnn/fg_cls_accuracy": 0.629306891025641, "iteration": 122599, "loss_box_reg": 0.20820524729788303, "loss_cls": 0.17340717045590281, "loss_mask": 0.24138239212334156, "loss_rpn_cls": 0.04020307958126068, "loss_rpn_loc": 0.08694082265719771, "lr": 0.0001, "mask_rcnn/accuracy": 0.88760200087512, "mask_rcnn/false_negative": 0.09626763093256216, "mask_rcnn/false_positive": 0.13837591789275977, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0039403708651662, "total_loss": 0.7488337683025748}
{"data_time": 0.014513362431898713, "eta_seconds": 148512.73541236296, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.283063897986203, "fast_rcnn/fg_cls_accuracy": 0.6847685633854816, "iteration": 122619, "loss_box_reg": 0.2060256488621235, "loss_cls": 0.17252442054450512, "loss_mask": 0.22629532031714916, "loss_rpn_cls": 0.03131214121822268, "loss_rpn_loc": 0.05797269521281123, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019095427870719, "mask_rcnn/false_negative": 0.08894892075588569, "mask_rcnn/false_positive": 0.12182635913397699, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9830578598193824, "total_loss": 0.7281720027094707}
{"data_time": 0.020914165070280433, "eta_seconds": 148505.49440737814, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.26747535856122806, "fast_rcnn/fg_cls_accuracy": 0.7064119184311789, "iteration": 122639, "loss_box_reg": 0.21738079003989697, "loss_cls": 0.17875707522034645, "loss_mask": 0.22899024188518524, "loss_rpn_cls": 0.0337214648607187, "loss_rpn_loc": 0.06275766249746084, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026662732397692, "mask_rcnn/false_negative": 0.09296205832042051, "mask_rcnn/false_positive": 0.11705739557524358, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0078644647728652, "total_loss": 0.7306975737446919}
{"data_time": 0.015676615992560983, "eta_seconds": 148485.33893853892, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.25627729526701304, "fast_rcnn/fg_cls_accuracy": 0.6749075388121963, "iteration": 122659, "loss_box_reg": 0.22549010068178177, "loss_cls": 0.19123837910592556, "loss_mask": 0.23510166816413403, "loss_rpn_cls": 0.03294487379025668, "loss_rpn_loc": 0.0656329388730228, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037496148681448, "mask_rcnn/false_negative": 0.08536050325083874, "mask_rcnn/false_positive": 0.10340498580693888, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0052786339074373, "total_loss": 0.7382711882237345}
{"data_time": 0.014227788895368576, "eta_seconds": 148458.31209701486, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2418203776899429, "fast_rcnn/fg_cls_accuracy": 0.6925230566534915, "iteration": 122679, "loss_box_reg": 0.20416111778467894, "loss_cls": 0.1641218140721321, "loss_mask": 0.23560581915080547, "loss_rpn_cls": 0.031098165665753186, "loss_rpn_loc": 0.061131969559937716, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001476721687889, "mask_rcnn/false_negative": 0.09345680635848362, "mask_rcnn/false_positive": 0.10409338368448282, "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": 1.0249081859365106, "total_loss": 0.6740247061825357}
{"data_time": 0.014494844945147634, "eta_seconds": 148438.15756102558, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2672319474835886, "fast_rcnn/fg_cls_accuracy": 0.6786244433448787, "iteration": 122699, "loss_box_reg": 0.21521735563874245, "loss_cls": 0.1753388848155737, "loss_mask": 0.2403851542621851, "loss_rpn_cls": 0.034103056183084846, "loss_rpn_loc": 0.0679772145813331, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011338333610031, "mask_rcnn/false_negative": 0.08327182620925352, "mask_rcnn/false_positive": 0.12395672530713667, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9818950195331126, "total_loss": 0.7529757032752968}
{"data_time": 0.014312513638287783, "eta_seconds": 148418.0030250363, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.28898090637221074, "fast_rcnn/fg_cls_accuracy": 0.6914513575097516, "iteration": 122719, "loss_box_reg": 0.19988570176064968, "loss_cls": 0.1540450481697917, "loss_mask": 0.2378541063517332, "loss_rpn_cls": 0.03260737785603851, "loss_rpn_loc": 0.06503680616151541, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998752391581633, "mask_rcnn/false_negative": 0.09299056527944012, "mask_rcnn/false_positive": 0.11407321086660614, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.003511079121381, "total_loss": 0.690670010400936}
{"data_time": 0.023568638367578387, "eta_seconds": 148373.28389397357, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28954451345755694, "fast_rcnn/fg_cls_accuracy": 0.6859260930194406, "iteration": 122739, "loss_box_reg": 0.21983768604695797, "loss_cls": 0.18032160215079784, "loss_mask": 0.2433050163090229, "loss_rpn_cls": 0.04130737006198615, "loss_rpn_loc": 0.08169395057484508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992724183070975, "mask_rcnn/false_negative": 0.09045232500298113, "mask_rcnn/false_positive": 0.10532328052742214, "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": 0.989714119816199, "total_loss": 0.7606752858846448}
{"data_time": 0.022431862307712436, "eta_seconds": 148320.90001867153, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2912113461985585, "fast_rcnn/fg_cls_accuracy": 0.6742081447963801, "iteration": 122759, "loss_box_reg": 0.2167937308549881, "loss_cls": 0.17968955636024475, "loss_mask": 0.24733619578182697, "loss_rpn_cls": 0.037180486833676696, "loss_rpn_loc": 0.0690331847872585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897974802562787, "mask_rcnn/false_negative": 0.09490178550082967, "mask_rcnn/false_positive": 0.12463710429530514, "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": 1.0106995985843241, "total_loss": 0.7764738192781806}
{"data_time": 0.019254288636147976, "eta_seconds": 148332.98149443697, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3062607204116638, "fast_rcnn/fg_cls_accuracy": 0.6695499081445193, "iteration": 122779, "loss_box_reg": 0.22848991863429546, "loss_cls": 0.18382997252047062, "loss_mask": 0.2528100907802582, "loss_rpn_cls": 0.037985200178809464, "loss_rpn_loc": 0.07277804031036794, "lr": 0.0001, "mask_rcnn/accuracy": 0.891925821223557, "mask_rcnn/false_negative": 0.08698809205537825, "mask_rcnn/false_positive": 0.12987631846332343, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.018615128006786, "total_loss": 0.784015747718513}
{"data_time": 0.01822016597725451, "eta_seconds": 148280.60637563467, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.28679255610290094, "fast_rcnn/fg_cls_accuracy": 0.6675034331573709, "iteration": 122799, "loss_box_reg": 0.22311562625691295, "loss_cls": 0.18205535598099232, "loss_mask": 0.24145854450762272, "loss_rpn_cls": 0.03425488213542849, "loss_rpn_loc": 0.07794942986220121, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988407247186736, "mask_rcnn/false_negative": 0.08901197111036441, "mask_rcnn/false_positive": 0.11712908211973809, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9993871748447418, "total_loss": 0.765888778027147}
{"data_time": 0.01520336652174592, "eta_seconds": 148324.09518782515, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3035427807486631, "fast_rcnn/fg_cls_accuracy": 0.6775184711565785, "iteration": 122819, "loss_box_reg": 0.19046413153409958, "loss_cls": 0.17546186223626137, "loss_mask": 0.2223466206341982, "loss_rpn_cls": 0.02973204548470676, "loss_rpn_loc": 0.0744663750519976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983959447052778, "mask_rcnn/false_negative": 0.0739093756383159, "mask_rcnn/false_positive": 0.1137201297524999, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9962724349461496, "total_loss": 0.6851948824478313}
{"data_time": 0.019447755999863148, "eta_seconds": 148240.3127325978, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.33009708737864074, "fast_rcnn/fg_cls_accuracy": 0.6172799120695069, "iteration": 122839, "loss_box_reg": 0.2079789862036705, "loss_cls": 0.1811344102025032, "loss_mask": 0.2321452833712101, "loss_rpn_cls": 0.033972063567489386, "loss_rpn_loc": 0.08158902497962117, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049902587426162, "mask_rcnn/false_negative": 0.08285776786685334, "mask_rcnn/false_positive": 0.10661013721675223, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9733762436080724, "total_loss": 0.7691876387689263}
{"data_time": 0.01946940249763429, "eta_seconds": 148117.38720469642, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3045058000191736, "fast_rcnn/fg_cls_accuracy": 0.6613886199236771, "iteration": 122859, "loss_box_reg": 0.19440589658915997, "loss_cls": 0.16620495729148388, "loss_mask": 0.23819820024073124, "loss_rpn_cls": 0.03324129106476903, "loss_rpn_loc": 0.07063613156788051, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879263274990316, "mask_rcnn/false_negative": 0.0956001038856455, "mask_rcnn/false_positive": 0.1252383605000914, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9930410904344171, "total_loss": 0.7161992071196437}
{"data_time": 0.016281445510685444, "eta_seconds": 147930.09879620746, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3116671683038279, "fast_rcnn/fg_cls_accuracy": 0.6595029239766081, "iteration": 122879, "loss_box_reg": 0.2245949935168028, "loss_cls": 0.18734931014478207, "loss_mask": 0.25777824595570564, "loss_rpn_cls": 0.034708182560279965, "loss_rpn_loc": 0.0708549921400845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966915451322038, "mask_rcnn/false_negative": 0.0911434332637902, "mask_rcnn/false_positive": 0.12285712582428332, "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": 1.0073465500026941, "total_loss": 0.7843883426394314}
{"data_time": 0.02498070616275072, "eta_seconds": 148141.35037199594, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.27261371564898385, "fast_rcnn/fg_cls_accuracy": 0.7040467241340505, "iteration": 122899, "loss_box_reg": 0.21659618243575096, "loss_cls": 0.17407122626900673, "loss_mask": 0.22678323462605476, "loss_rpn_cls": 0.03789880080148578, "loss_rpn_loc": 0.0793119496665895, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998290924071887, "mask_rcnn/false_negative": 0.09207680109820829, "mask_rcnn/false_positive": 0.10700902902268525, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0254637075122446, "total_loss": 0.7684470502426848}
{"data_time": 0.01732653146609664, "eta_seconds": 148210.42966786772, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30491033903054077, "fast_rcnn/fg_cls_accuracy": 0.670995670995671, "iteration": 122919, "loss_box_reg": 0.20258073508739471, "loss_cls": 0.17690808698534966, "loss_mask": 0.23624734953045845, "loss_rpn_cls": 0.032163656083866954, "loss_rpn_loc": 0.07307006418704987, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031425070028012, "mask_rcnn/false_negative": 0.08980718127361216, "mask_rcnn/false_positive": 0.111780153829791, "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": 1.0313908129464835, "total_loss": 0.7133556687040254}
{"data_time": 0.026363862911239266, "eta_seconds": 148254.9507955648, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2700617283950617, "fast_rcnn/fg_cls_accuracy": 0.6965578507755301, "iteration": 122939, "loss_box_reg": 0.21437508426606655, "loss_cls": 0.16601766180247068, "loss_mask": 0.23514887690544128, "loss_rpn_cls": 0.03370492055546492, "loss_rpn_loc": 0.06879201508127153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960076367711836, "mask_rcnn/false_negative": 0.09191180469575663, "mask_rcnn/false_positive": 0.11898971392477235, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0214795665815473, "total_loss": 0.7268712833756581}
{"data_time": 0.01590375741943717, "eta_seconds": 148241.7570398003, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3583254865034526, "fast_rcnn/fg_cls_accuracy": 0.6395558694287508, "iteration": 122959, "loss_box_reg": 0.21579277608543634, "loss_cls": 0.18197495583444834, "loss_mask": 0.23908749595284462, "loss_rpn_cls": 0.03946343017742038, "loss_rpn_loc": 0.06175983452703804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936656574300639, "mask_rcnn/false_negative": 0.09844750735885988, "mask_rcnn/false_positive": 0.1192210138676116, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0130967921577394, "total_loss": 0.750217916443944}
{"data_time": 0.014055565930902958, "eta_seconds": 148162.50998526812, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32164819531447186, "fast_rcnn/fg_cls_accuracy": 0.6496884498480243, "iteration": 122979, "loss_box_reg": 0.22488238848745823, "loss_cls": 0.1854661600664258, "loss_mask": 0.2485866490751505, "loss_rpn_cls": 0.038136896677315235, "loss_rpn_loc": 0.08084664144553244, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004837206927798, "mask_rcnn/false_negative": 0.08824986359224676, "mask_rcnn/false_positive": 0.11014518968421033, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9859378188848495, "total_loss": 0.8039266215637326}
{"data_time": 0.025227417703717947, "eta_seconds": 148158.72822864912, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.2455007584142992, "fast_rcnn/fg_cls_accuracy": 0.7235486303091229, "iteration": 122999, "loss_box_reg": 0.1959728766232729, "loss_cls": 0.14854596881195903, "loss_mask": 0.22533654235303402, "loss_rpn_cls": 0.03153075755108148, "loss_rpn_loc": 0.06553767345030792, "lr": 0.0001, "mask_rcnn/accuracy": 0.9108827299780616, "mask_rcnn/false_negative": 0.07558282395683183, "mask_rcnn/false_positive": 0.10290566846448668, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0310666107106954, "total_loss": 0.6712610478280112}
{"data_time": 0.014839611947536469, "eta_seconds": 148132.49633997213, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30688181550250515, "fast_rcnn/fg_cls_accuracy": 0.678087238432066, "iteration": 123019, "loss_box_reg": 0.22451992612332106, "loss_cls": 0.18264569900929928, "loss_mask": 0.24633152410387993, "loss_rpn_cls": 0.04015483660623431, "loss_rpn_loc": 0.07943532872013748, "lr": 0.0001, "mask_rcnn/accuracy": 0.893137486610764, "mask_rcnn/false_negative": 0.1102560607544643, "mask_rcnn/false_positive": 0.1012208377801593, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0048716238234192, "total_loss": 0.7950010165804997}
{"data_time": 0.017222506226971745, "eta_seconds": 148089.50737006962, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3034526854219949, "fast_rcnn/fg_cls_accuracy": 0.6767909784287118, "iteration": 123039, "loss_box_reg": 0.23220685310661793, "loss_cls": 0.18015573732554913, "loss_mask": 0.2532524634152651, "loss_rpn_cls": 0.041555692441761494, "loss_rpn_loc": 0.0798696733545512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8810913028001899, "mask_rcnn/false_negative": 0.09195826322798359, "mask_rcnn/false_positive": 0.12556810708346444, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0240077150519937, "total_loss": 0.7774776702281088}
{"data_time": 0.01645696838386357, "eta_seconds": 147916.05869143736, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2925409998024106, "fast_rcnn/fg_cls_accuracy": 0.6952380952380952, "iteration": 123059, "loss_box_reg": 0.22263504937291145, "loss_cls": 0.18340306915342808, "loss_mask": 0.2436949945986271, "loss_rpn_cls": 0.034370344248600304, "loss_rpn_loc": 0.06821449508424848, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039975909518037, "mask_rcnn/false_negative": 0.07679043905265931, "mask_rcnn/false_positive": 0.1122101474097946, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9921310304198414, "total_loss": 0.7643491580383852}
{"data_time": 0.013266564579680562, "eta_seconds": 147953.471472878, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33105587165376366, "fast_rcnn/fg_cls_accuracy": 0.633270193478555, "iteration": 123079, "loss_box_reg": 0.20941611006855965, "loss_cls": 0.16498395893722773, "loss_mask": 0.22825192473828793, "loss_rpn_cls": 0.030417353118536994, "loss_rpn_loc": 0.06734261941164732, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035527274819702, "mask_rcnn/false_negative": 0.08236010061106176, "mask_rcnn/false_positive": 0.11265713785046261, "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": 1.0019429549574852, "total_loss": 0.7208272165153176}
{"data_time": 0.017718106973916292, "eta_seconds": 148029.04622117057, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29758317446651494, "fast_rcnn/fg_cls_accuracy": 0.6792629262926293, "iteration": 123099, "loss_box_reg": 0.21198132447898388, "loss_cls": 0.15941621083766222, "loss_mask": 0.23413203656673431, "loss_rpn_cls": 0.03513978922273964, "loss_rpn_loc": 0.07703742082230747, "lr": 0.0001, "mask_rcnn/accuracy": 0.90248082059425, "mask_rcnn/false_negative": 0.08777594476191261, "mask_rcnn/false_positive": 0.10840259322861376, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.0138624475803226, "total_loss": 0.7120455449912697}
{"data_time": 0.014893697807565331, "eta_seconds": 148021.42202854156, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.30750673947604895, "fast_rcnn/fg_cls_accuracy": 0.6204608149052593, "iteration": 123119, "loss_box_reg": 0.21468554437160492, "loss_cls": 0.17620142363011837, "loss_mask": 0.23549781739711761, "loss_rpn_cls": 0.030130327446386218, "loss_rpn_loc": 0.057762526674196124, "lr": 0.0001, "mask_rcnn/accuracy": 0.890644520851819, "mask_rcnn/false_negative": 0.09626831372118741, "mask_rcnn/false_positive": 0.11551948889654699, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9774939185008407, "total_loss": 0.7450458448147401}
{"data_time": 0.013897323980927467, "eta_seconds": 147930.29709058814, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30489422797324806, "fast_rcnn/fg_cls_accuracy": 0.6767676767676768, "iteration": 123139, "loss_box_reg": 0.20747863687574863, "loss_cls": 0.1652501355856657, "loss_mask": 0.24291533790528774, "loss_rpn_cls": 0.033354868239257485, "loss_rpn_loc": 0.0696489664260298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937043598564924, "mask_rcnn/false_negative": 0.10245041704590913, "mask_rcnn/false_positive": 0.12904526182748938, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0115327960811555, "total_loss": 0.7511767849791795}
{"data_time": 0.02187493210658431, "eta_seconds": 147968.58507227153, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.30638304776739356, "fast_rcnn/fg_cls_accuracy": 0.6723747783010213, "iteration": 123159, "loss_box_reg": 0.2130721230059862, "loss_cls": 0.17429886106401682, "loss_mask": 0.23526338022202253, "loss_rpn_cls": 0.03241930273361504, "loss_rpn_loc": 0.06433527334593236, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030459826752767, "mask_rcnn/false_negative": 0.08468861592814268, "mask_rcnn/false_positive": 0.10645593151373811, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0080401333980262, "total_loss": 0.7394889891147614}
{"data_time": 0.02072462299838662, "eta_seconds": 147948.43135597184, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3630691977022863, "fast_rcnn/fg_cls_accuracy": 0.6202843499023225, "iteration": 123179, "loss_box_reg": 0.23088153172284365, "loss_cls": 0.19117804802954197, "loss_mask": 0.2485157586634159, "loss_rpn_cls": 0.036484779324382544, "loss_rpn_loc": 0.08106145565398037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936943836667024, "mask_rcnn/false_negative": 0.09655029295499429, "mask_rcnn/false_positive": 0.1176251489441451, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9848439730703831, "total_loss": 0.7864301784429699}
{"data_time": 0.01938935788348317, "eta_seconds": 147869.8598181829, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31231365533691113, "fast_rcnn/fg_cls_accuracy": 0.6278588707460553, "iteration": 123199, "loss_box_reg": 0.24009319953620434, "loss_cls": 0.19735871348530054, "loss_mask": 0.23799508437514305, "loss_rpn_cls": 0.038205303833819926, "loss_rpn_loc": 0.06812521512620151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845220539732985, "mask_rcnn/false_negative": 0.10969709691936774, "mask_rcnn/false_positive": 0.11843025757441578, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9971468946896493, "total_loss": 0.7853602705290541}
{"data_time": 0.020761151099577546, "eta_seconds": 147692.18456678558, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3336924832044619, "fast_rcnn/fg_cls_accuracy": 0.6334769932817848, "iteration": 123219, "loss_box_reg": 0.21247155778110027, "loss_cls": 0.17355475760996342, "loss_mask": 0.2324069868773222, "loss_rpn_cls": 0.035291846841573715, "loss_rpn_loc": 0.07063978491351008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893450687383229, "mask_rcnn/false_negative": 0.09204547000056748, "mask_rcnn/false_positive": 0.12777311886359197, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0049431698862463, "total_loss": 0.719103527488187}
{"data_time": 0.020166371949017048, "eta_seconds": 147671.33801797405, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3078858078858079, "fast_rcnn/fg_cls_accuracy": 0.6826079326079326, "iteration": 123239, "loss_box_reg": 0.19863137789070606, "loss_cls": 0.1645456813275814, "loss_mask": 0.23408447578549385, "loss_rpn_cls": 0.03711887449026108, "loss_rpn_loc": 0.0760564198717475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913555127074194, "mask_rcnn/false_negative": 0.0916430356483017, "mask_rcnn/false_positive": 0.1168538437485327, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9982270547188818, "total_loss": 0.7309060234110802}
{"data_time": 0.01875081774778664, "eta_seconds": 147809.42254577763, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3141251221896383, "fast_rcnn/fg_cls_accuracy": 0.6599238332348721, "iteration": 123259, "loss_box_reg": 0.23202241025865078, "loss_cls": 0.199481638148427, "loss_mask": 0.23891469836235046, "loss_rpn_cls": 0.03461755020543933, "loss_rpn_loc": 0.07263868767768145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968847185447006, "mask_rcnn/false_negative": 0.07233999446624706, "mask_rcnn/false_positive": 0.11879114694697715, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0061820321716368, "total_loss": 0.7823519401717931}
{"data_time": 0.019510234938934445, "eta_seconds": 147631.0896293074, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30374093554511217, "fast_rcnn/fg_cls_accuracy": 0.6524226263731254, "iteration": 123279, "loss_box_reg": 0.22620652057230473, "loss_cls": 0.17115136981010437, "loss_mask": 0.24013207480311394, "loss_rpn_cls": 0.03353784201317467, "loss_rpn_loc": 0.0660891153384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980022198945148, "mask_rcnn/false_negative": 0.09308799538502827, "mask_rcnn/false_positive": 0.11140997330633175, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0044603536371142, "total_loss": 0.728342599933967}
{"data_time": 0.015423612901940942, "eta_seconds": 147595.86874579545, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2892218619731357, "fast_rcnn/fg_cls_accuracy": 0.6822390891840606, "iteration": 123299, "loss_box_reg": 0.20147765334695578, "loss_cls": 0.16855154372751713, "loss_mask": 0.22822356969118118, "loss_rpn_cls": 0.03148748795501888, "loss_rpn_loc": 0.06521517253713682, "lr": 0.0001, "mask_rcnn/accuracy": 0.901604876483614, "mask_rcnn/false_negative": 0.0922439640553434, "mask_rcnn/false_positive": 0.1040956850700451, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0134992459788918, "total_loss": 0.689876955235377}
{"data_time": 0.015287325251847506, "eta_seconds": 147167.45102917776, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31870197491767127, "fast_rcnn/fg_cls_accuracy": 0.6660159155139075, "iteration": 123319, "loss_box_reg": 0.22314208932220936, "loss_cls": 0.19278481975197792, "loss_mask": 0.24188921973109245, "loss_rpn_cls": 0.03517421818105504, "loss_rpn_loc": 0.09433506918139756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910787844854776, "mask_rcnn/false_negative": 0.10335849880956804, "mask_rcnn/false_positive": 0.1160612883131098, "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": 0.9706769394688308, "total_loss": 0.8013263759203255}
{"data_time": 0.019787705969065428, "eta_seconds": 147384.9652955169, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3207801528494394, "fast_rcnn/fg_cls_accuracy": 0.6393103783678631, "iteration": 123339, "loss_box_reg": 0.21576829813420773, "loss_cls": 0.17766235023736954, "loss_mask": 0.23263727128505707, "loss_rpn_cls": 0.03499904600903392, "loss_rpn_loc": 0.07393526763189584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979204694913587, "mask_rcnn/false_negative": 0.0825731311542754, "mask_rcnn/false_positive": 0.1266918473932073, "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": 1.0167039688676596, "total_loss": 0.7525852093240246}
{"data_time": 0.023160476936027408, "eta_seconds": 147424.5081568323, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.31602093656999886, "fast_rcnn/fg_cls_accuracy": 0.633704654569717, "iteration": 123359, "loss_box_reg": 0.23266645893454552, "loss_cls": 0.17482076957821846, "loss_mask": 0.2507601473480463, "loss_rpn_cls": 0.03130223893094808, "loss_rpn_loc": 0.0714675597846508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965220673374057, "mask_rcnn/false_negative": 0.10073449875297512, "mask_rcnn/false_positive": 0.11279664764407954, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.012379834894091, "total_loss": 0.7533596688881516}
{"data_time": 0.017434884794056416, "eta_seconds": 147326.69227452017, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.301981981981982, "fast_rcnn/fg_cls_accuracy": 0.6706212706212706, "iteration": 123379, "loss_box_reg": 0.21643160469830036, "loss_cls": 0.18433637078851461, "loss_mask": 0.23982345312833786, "loss_rpn_cls": 0.03815360623411834, "loss_rpn_loc": 0.06974927382543683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893786568439035, "mask_rcnn/false_negative": 0.0968629946239058, "mask_rcnn/false_positive": 0.11852063417376746, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9968422788660973, "total_loss": 0.7472902530571446}
{"data_time": 0.01646065665408969, "eta_seconds": 147306.5958767198, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29895121266036145, "fast_rcnn/fg_cls_accuracy": 0.6825196053630154, "iteration": 123399, "loss_box_reg": 0.22631006501615047, "loss_cls": 0.18468328658491373, "loss_mask": 0.2447448931634426, "loss_rpn_cls": 0.03703859099186957, "loss_rpn_loc": 0.07759427116252482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946929313268335, "mask_rcnn/false_negative": 0.08963592842767154, "mask_rcnn/false_positive": 0.11709012721412297, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0195869198068976, "total_loss": 0.7589466182689648}
{"data_time": 0.020417094929143786, "eta_seconds": 147504.4474423444, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3096834763948498, "fast_rcnn/fg_cls_accuracy": 0.6599380905832519, "iteration": 123419, "loss_box_reg": 0.24209495075047016, "loss_cls": 0.19308721460402012, "loss_mask": 0.24945764243602753, "loss_rpn_cls": 0.033415863988921046, "loss_rpn_loc": 0.07287274010013789, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977715872201326, "mask_rcnn/false_negative": 0.08275347898002186, "mask_rcnn/false_positive": 0.11033078644796554, "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": 1.0103801263030618, "total_loss": 0.7761337680276483}
{"data_time": 0.016878676367923617, "eta_seconds": 147484.32130679488, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.29635508191145626, "fast_rcnn/fg_cls_accuracy": 0.6782740750180536, "iteration": 123439, "loss_box_reg": 0.20852972194552422, "loss_cls": 0.18948099249973893, "loss_mask": 0.23885944858193398, "loss_rpn_cls": 0.03294203872792423, "loss_rpn_loc": 0.0686860850546509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916252758702632, "mask_rcnn/false_negative": 0.08423459467414446, "mask_rcnn/false_positive": 0.131407510472768, "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": 0.9963122496847063, "total_loss": 0.7452620249823667}
{"data_time": 0.020564932143315673, "eta_seconds": 147479.99656840693, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2946578003586372, "fast_rcnn/fg_cls_accuracy": 0.6860190151145782, "iteration": 123459, "loss_box_reg": 0.2262564403936267, "loss_cls": 0.18618911039084196, "loss_mask": 0.25427981838583946, "loss_rpn_cls": 0.037100857589393854, "loss_rpn_loc": 0.07637266162782907, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969264394095471, "mask_rcnn/false_negative": 0.09106357806047338, "mask_rcnn/false_positive": 0.11181699038144788, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0293792057782412, "total_loss": 0.8135121880332008}
{"data_time": 0.015485878102481365, "eta_seconds": 147350.5435670726, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.30862761015649665, "fast_rcnn/fg_cls_accuracy": 0.6368486314834416, "iteration": 123479, "loss_box_reg": 0.25620030611753464, "loss_cls": 0.1983523489907384, "loss_mask": 0.25180591456592083, "loss_rpn_cls": 0.03723769332282245, "loss_rpn_loc": 0.09091821755282581, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841355376610103, "mask_rcnn/false_negative": 0.09332608637745896, "mask_rcnn/false_positive": 0.12895146512408692, "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": 1.0330652012489736, "total_loss": 0.8506432702997699}
{"data_time": 0.01470113918185234, "eta_seconds": 147281.1149888439, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.30787429207609274, "fast_rcnn/fg_cls_accuracy": 0.6649210666802248, "iteration": 123499, "loss_box_reg": 0.2040424719452858, "loss_cls": 0.17754650209099054, "loss_mask": 0.23433182761073112, "loss_rpn_cls": 0.03144512348808348, "loss_rpn_loc": 0.07653117878362536, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035872113048928, "mask_rcnn/false_negative": 0.08468869250903849, "mask_rcnn/false_positive": 0.10929451805203572, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9935866282321513, "total_loss": 0.7219818220473826}
{"data_time": 0.013354547321796417, "eta_seconds": 147221.83879015967, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.28481897144822843, "fast_rcnn/fg_cls_accuracy": 0.6879768192488263, "iteration": 123519, "loss_box_reg": 0.21177370660007, "loss_cls": 0.17396592535078526, "loss_mask": 0.2370240967720747, "loss_rpn_cls": 0.02927919663488865, "loss_rpn_loc": 0.0622689186129719, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001582865863719, "mask_rcnn/false_negative": 0.08729103837590127, "mask_rcnn/false_positive": 0.10475520759304052, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9925787269603461, "total_loss": 0.7184378267265856}
{"data_time": 0.016112554585561156, "eta_seconds": 147213.76562476158, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3022833353715707, "fast_rcnn/fg_cls_accuracy": 0.6584239860327692, "iteration": 123539, "loss_box_reg": 0.2152107823640108, "loss_cls": 0.16786620113998652, "loss_mask": 0.2405604850500822, "loss_rpn_cls": 0.026461349450983107, "loss_rpn_loc": 0.07315751013811678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971249193383026, "mask_rcnn/false_negative": 0.0960220224892404, "mask_rcnn/false_positive": 0.10115422234156111, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0383755112998188, "total_loss": 0.7116263706702739}
{"data_time": 0.01887013716623187, "eta_seconds": 147118.86193575338, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2841085271317829, "fast_rcnn/fg_cls_accuracy": 0.7119183024521494, "iteration": 123559, "loss_box_reg": 0.21296274475753307, "loss_cls": 0.19767456129193306, "loss_mask": 0.23067825846374035, "loss_rpn_cls": 0.029086305992677808, "loss_rpn_loc": 0.06430494086816907, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012825637349002, "mask_rcnn/false_negative": 0.09984739303229107, "mask_rcnn/false_positive": 0.10451413073581638, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9957375831436366, "total_loss": 0.7250393545255065}
{"data_time": 0.015067078173160553, "eta_seconds": 147073.08497954626, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.302197515851646, "fast_rcnn/fg_cls_accuracy": 0.6933972475645586, "iteration": 123579, "loss_box_reg": 0.2057850258424878, "loss_cls": 0.1798306917771697, "loss_mask": 0.23844089917838573, "loss_rpn_cls": 0.030911183217540383, "loss_rpn_loc": 0.07943332311697304, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046856111782693, "mask_rcnn/false_negative": 0.09231249633307353, "mask_rcnn/false_positive": 0.0959272342598223, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9905549350660294, "total_loss": 0.7098474048543721}
{"data_time": 0.01590456790290773, "eta_seconds": 146985.5584083125, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29539291860040673, "fast_rcnn/fg_cls_accuracy": 0.6778305203938115, "iteration": 123599, "loss_box_reg": 0.21453248336911201, "loss_cls": 0.17496942728757858, "loss_mask": 0.24568605236709118, "loss_rpn_cls": 0.03757566481363028, "loss_rpn_loc": 0.0721391118131578, "lr": 0.0001, "mask_rcnn/accuracy": 0.901156233760177, "mask_rcnn/false_negative": 0.07717786752236491, "mask_rcnn/false_positive": 0.109167899361753, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9937262099701911, "total_loss": 0.7599288765341043}
{"data_time": 0.015133610926568508, "eta_seconds": 147032.90656540077, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3103496997527375, "fast_rcnn/fg_cls_accuracy": 0.6712709192335677, "iteration": 123619, "loss_box_reg": 0.19794095121324062, "loss_cls": 0.1659829579293728, "loss_mask": 0.23620161972939968, "loss_rpn_cls": 0.026218912098556757, "loss_rpn_loc": 0.052827400621026754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944412255674843, "mask_rcnn/false_negative": 0.10297129303263264, "mask_rcnn/false_positive": 0.10770337005898192, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9844949424732476, "total_loss": 0.6936768851010129}
{"data_time": 0.018779532983899117, "eta_seconds": 147065.43910311535, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.32673252899691085, "fast_rcnn/fg_cls_accuracy": 0.6382532418001525, "iteration": 123639, "loss_box_reg": 0.23769916221499443, "loss_cls": 0.1818667547777295, "loss_mask": 0.2422829382121563, "loss_rpn_cls": 0.04109579464420676, "loss_rpn_loc": 0.08332210802473128, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074063974860491, "mask_rcnn/false_negative": 0.08877156372252791, "mask_rcnn/false_positive": 0.10600850716946267, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0148263552691787, "total_loss": 0.7823875778121874}
{"data_time": 0.014652022393420339, "eta_seconds": 146992.7281512553, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3210877197429625, "fast_rcnn/fg_cls_accuracy": 0.6361842188229063, "iteration": 123659, "loss_box_reg": 0.21811784245073795, "loss_cls": 0.17545003071427345, "loss_mask": 0.2348158098757267, "loss_rpn_cls": 0.032937882700935006, "loss_rpn_loc": 0.0660662183072418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933575410486049, "mask_rcnn/false_negative": 0.08432252416792158, "mask_rcnn/false_positive": 0.12461988248434377, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9924743867013603, "total_loss": 0.7309928516624495}
{"data_time": 0.014418424805626273, "eta_seconds": 146905.2384310402, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32365977634700105, "fast_rcnn/fg_cls_accuracy": 0.6603284485600407, "iteration": 123679, "loss_box_reg": 0.20429305359721184, "loss_cls": 0.17966158222407103, "loss_mask": 0.2317663822323084, "loss_rpn_cls": 0.031242121709510684, "loss_rpn_loc": 0.07036946504376829, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895578874636672, "mask_rcnn/false_negative": 0.10042226629572137, "mask_rcnn/false_positive": 0.12692796393482353, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0029570718761533, "total_loss": 0.716751191066578}
{"data_time": 0.015972911845892668, "eta_seconds": 146976.17138894275, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2467105263157895, "fast_rcnn/fg_cls_accuracy": 0.7054739932885906, "iteration": 123699, "loss_box_reg": 0.2084810733795166, "loss_cls": 0.16852063685655594, "loss_mask": 0.23626133799552917, "loss_rpn_cls": 0.03374624438583851, "loss_rpn_loc": 0.07444806303828955, "lr": 0.0001, "mask_rcnn/accuracy": 0.901489520849106, "mask_rcnn/false_negative": 0.08429173868696567, "mask_rcnn/false_positive": 0.11841878326200117, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.99836042127572, "total_loss": 0.7309476911323145}
{"data_time": 0.018095911480486393, "eta_seconds": 146932.46053003706, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.25327883498615206, "fast_rcnn/fg_cls_accuracy": 0.723645255088554, "iteration": 123719, "loss_box_reg": 0.1925102286040783, "loss_cls": 0.1689882855862379, "loss_mask": 0.23061341233551502, "loss_rpn_cls": 0.03196743247099221, "loss_rpn_loc": 0.06772228283807635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946283442489095, "mask_rcnn/false_negative": 0.0976964995698125, "mask_rcnn/false_positive": 0.12108535020304256, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9936446780338883, "total_loss": 0.6860875959973782}
{"data_time": 0.024729409255087376, "eta_seconds": 146935.98651638255, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2883428144166355, "fast_rcnn/fg_cls_accuracy": 0.6687637540453075, "iteration": 123739, "loss_box_reg": 0.22517383471131325, "loss_cls": 0.18761923862621188, "loss_mask": 0.23727660812437534, "loss_rpn_cls": 0.025740576442331076, "loss_rpn_loc": 0.07174612116068602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981452423712949, "mask_rcnn/false_negative": 0.08926375488259358, "mask_rcnn/false_positive": 0.1119683545236243, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9985362836159766, "total_loss": 0.7636352269910276}
{"data_time": 0.024634853936731815, "eta_seconds": 146743.73733878136, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2987179487179487, "fast_rcnn/fg_cls_accuracy": 0.680503795721187, "iteration": 123759, "loss_box_reg": 0.22855286113917828, "loss_cls": 0.18341324850916862, "loss_mask": 0.24441118724644184, "loss_rpn_cls": 0.03075525793246925, "loss_rpn_loc": 0.0678500197827816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977733749820216, "mask_rcnn/false_negative": 0.08641793414696719, "mask_rcnn/false_positive": 0.128235675196759, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.999589508632198, "total_loss": 0.7503617501351982}
{"data_time": 0.018685159040614963, "eta_seconds": 146644.70131758135, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30221212572620293, "fast_rcnn/fg_cls_accuracy": 0.6553880431954202, "iteration": 123779, "loss_box_reg": 0.23725578468292952, "loss_cls": 0.19272593688219786, "loss_mask": 0.23425476998090744, "loss_rpn_cls": 0.03757747489726171, "loss_rpn_loc": 0.07298019307199866, "lr": 0.0001, "mask_rcnn/accuracy": 0.9132684930484039, "mask_rcnn/false_negative": 0.07776394923242715, "mask_rcnn/false_positive": 0.10650889907447128, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9738384450320154, "total_loss": 0.7781137037673034}
{"data_time": 0.014119431376457214, "eta_seconds": 146610.3744066786, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.27256780660377355, "fast_rcnn/fg_cls_accuracy": 0.6836600735165412, "iteration": 123799, "loss_box_reg": 0.20311002153903246, "loss_cls": 0.1606426266953349, "loss_mask": 0.23605860769748688, "loss_rpn_cls": 0.033436121069826186, "loss_rpn_loc": 0.07830350217409432, "lr": 0.0001, "mask_rcnn/accuracy": 0.9174424428606247, "mask_rcnn/false_negative": 0.072772823725889, "mask_rcnn/false_positive": 0.08955248297311155, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9764237650670111, "total_loss": 0.7214885583380237}
{"data_time": 0.013796082232147455, "eta_seconds": 146650.56925569195, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3150675712055134, "fast_rcnn/fg_cls_accuracy": 0.6554692852249372, "iteration": 123819, "loss_box_reg": 0.2172769820317626, "loss_cls": 0.17408551461994648, "loss_mask": 0.2391819003969431, "loss_rpn_cls": 0.027661609463393688, "loss_rpn_loc": 0.08075963519513607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950413945241906, "mask_rcnn/false_negative": 0.08761055292218486, "mask_rcnn/false_positive": 0.11995059155600074, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0253961840644479, "total_loss": 0.7368276928318664}
{"data_time": 0.013399743475019932, "eta_seconds": 146859.0109795332, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3118529524539877, "fast_rcnn/fg_cls_accuracy": 0.6558750194795075, "iteration": 123839, "loss_box_reg": 0.209970286116004, "loss_cls": 0.17634590063244104, "loss_mask": 0.2359588947147131, "loss_rpn_cls": 0.03342374972999096, "loss_rpn_loc": 0.07611016643932089, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959455966531551, "mask_rcnn/false_negative": 0.0980958892098352, "mask_rcnn/false_positive": 0.11041130795669155, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0426815587561578, "total_loss": 0.7242414156207815}
{"data_time": 0.013351121451705694, "eta_seconds": 146856.7712554941, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2742631670735961, "fast_rcnn/fg_cls_accuracy": 0.6759514483292228, "iteration": 123859, "loss_box_reg": 0.20119157992303371, "loss_cls": 0.1740048760548234, "loss_mask": 0.23022722452878952, "loss_rpn_cls": 0.029519512318074703, "loss_rpn_loc": 0.06756722647696733, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024287525003025, "mask_rcnn/false_negative": 0.0834364979377781, "mask_rcnn/false_positive": 0.10067711214755913, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9985189063008875, "total_loss": 0.7212239060318097}
{"data_time": 0.013082288904115558, "eta_seconds": 146795.33946242183, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2871949030868629, "fast_rcnn/fg_cls_accuracy": 0.6560925332111773, "iteration": 123879, "loss_box_reg": 0.21258394233882427, "loss_cls": 0.17581116408109665, "loss_mask": 0.23903862200677395, "loss_rpn_cls": 0.03431876725517213, "loss_rpn_loc": 0.06547796539962292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916031490832463, "mask_rcnn/false_negative": 0.09547177919630198, "mask_rcnn/false_positive": 0.13519112968657535, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9684999182354659, "total_loss": 0.7257242449559271}
{"data_time": 0.016930750105530024, "eta_seconds": 146544.51748207211, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3003943470253823, "fast_rcnn/fg_cls_accuracy": 0.666692431893916, "iteration": 123899, "loss_box_reg": 0.17305230721831322, "loss_cls": 0.15536611806601286, "loss_mask": 0.2320418581366539, "loss_rpn_cls": 0.030767733580432832, "loss_rpn_loc": 0.06732363940682262, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049186892770347, "mask_rcnn/false_negative": 0.08538700522518786, "mask_rcnn/false_positive": 0.09680023355860662, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9764664641115814, "total_loss": 0.6690617934800684}
{"data_time": 0.01677687419578433, "eta_seconds": 146490.03757406026, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.32971014492753625, "fast_rcnn/fg_cls_accuracy": 0.6515403500435575, "iteration": 123919, "loss_box_reg": 0.23558173887431622, "loss_cls": 0.1883808644488454, "loss_mask": 0.23733056895434856, "loss_rpn_cls": 0.03517113963607699, "loss_rpn_loc": 0.06681186659261584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865443608643588, "mask_rcnn/false_negative": 0.09485522387410164, "mask_rcnn/false_positive": 0.11614024951315059, "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": 1.0029410950373858, "total_loss": 0.7716740452451631}
{"data_time": 0.01257656398229301, "eta_seconds": 146414.78710046038, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.303962703962704, "fast_rcnn/fg_cls_accuracy": 0.6479809007101585, "iteration": 123939, "loss_box_reg": 0.2270397413522005, "loss_cls": 0.17860225355252624, "loss_mask": 0.24593643471598625, "loss_rpn_cls": 0.035675539867952466, "loss_rpn_loc": 0.06643768167123199, "lr": 0.0001, "mask_rcnn/accuracy": 0.889496462428195, "mask_rcnn/false_negative": 0.10321450004444564, "mask_rcnn/false_positive": 0.11042173046662782, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0041296149138361, "total_loss": 0.7713917070068419}
{"data_time": 0.016738516045734286, "eta_seconds": 146342.80983628705, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.26386377335744426, "fast_rcnn/fg_cls_accuracy": 0.702172096908939, "iteration": 123959, "loss_box_reg": 0.2187979519367218, "loss_cls": 0.17299099639058113, "loss_mask": 0.2473490722477436, "loss_rpn_cls": 0.03429835656424984, "loss_rpn_loc": 0.06556743779219687, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925485792482488, "mask_rcnn/false_negative": 0.08864384376026768, "mask_rcnn/false_positive": 0.11989361649189889, "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": 1.0025113669689745, "total_loss": 0.7532252536620945}
{"data_time": 0.0165601319167763, "eta_seconds": 146429.8691577511, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32584810758748617, "fast_rcnn/fg_cls_accuracy": 0.6293815087630175, "iteration": 123979, "loss_box_reg": 0.2184565979987383, "loss_cls": 0.18169771879911423, "loss_mask": 0.23868010379374027, "loss_rpn_cls": 0.03277475805953145, "loss_rpn_loc": 0.07556499913334846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8813000917183884, "mask_rcnn/false_negative": 0.10391981569586291, "mask_rcnn/false_positive": 0.1383122663274029, "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": 1.0087946634739637, "total_loss": 0.7757402299903333}
{"data_time": 0.016121552558615804, "eta_seconds": 146409.81301898137, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3529327048965698, "fast_rcnn/fg_cls_accuracy": 0.6242518059855522, "iteration": 123999, "loss_box_reg": 0.21560193691402674, "loss_cls": 0.18583545088768005, "loss_mask": 0.23757401295006275, "loss_rpn_cls": 0.031461201375350356, "loss_rpn_loc": 0.06829902692697942, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031212382493982, "mask_rcnn/false_negative": 0.09907291487568484, "mask_rcnn/false_positive": 0.10250159090504452, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0169773476663977, "total_loss": 0.7389390652824659}
{"data_time": 0.017321328166872263, "eta_seconds": 146460.33213686664, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2515272232929515, "fast_rcnn/fg_cls_accuracy": 0.7110243055555556, "iteration": 124019, "loss_box_reg": 0.21530776284635067, "loss_cls": 0.1691676015034318, "loss_mask": 0.23996895365417004, "loss_rpn_cls": 0.04073077184148133, "loss_rpn_loc": 0.10487102344632149, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089063208485813, "mask_rcnn/false_negative": 0.08002081798255546, "mask_rcnn/false_positive": 0.10805217778106231, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0298016150482, "total_loss": 0.7853699068073183}
{"data_time": 0.016830847831442952, "eta_seconds": 146423.29456901178, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3326867689413977, "fast_rcnn/fg_cls_accuracy": 0.6316668543332207, "iteration": 124039, "loss_box_reg": 0.22650880180299282, "loss_cls": 0.19531656429171562, "loss_mask": 0.24642078392207623, "loss_rpn_cls": 0.03878856764640659, "loss_rpn_loc": 0.09033484326209873, "lr": 0.0001, "mask_rcnn/accuracy": 0.90219525522325, "mask_rcnn/false_negative": 0.08925480950292039, "mask_rcnn/false_positive": 0.1103857379140747, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0246557062491775, "total_loss": 0.7963238382944837}
{"data_time": 0.015257463557645679, "eta_seconds": 146420.20052099135, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3126620900076278, "fast_rcnn/fg_cls_accuracy": 0.6684045491874673, "iteration": 124059, "loss_box_reg": 0.2122914418578148, "loss_cls": 0.17717012390494347, "loss_mask": 0.2381852436810732, "loss_rpn_cls": 0.034765324322506785, "loss_rpn_loc": 0.06616225326433778, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034582583033213, "mask_rcnn/false_negative": 0.08603627728169264, "mask_rcnn/false_positive": 0.10008648505852946, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.999885390046984, "total_loss": 0.7238625846803188}
{"data_time": 0.02082049148157239, "eta_seconds": 146594.41509962082, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2876188966391884, "fast_rcnn/fg_cls_accuracy": 0.6965757767913761, "iteration": 124079, "loss_box_reg": 0.21896974928677082, "loss_cls": 0.16949794348329306, "loss_mask": 0.2360440855845809, "loss_rpn_cls": 0.0348925634752959, "loss_rpn_loc": 0.07091703196056187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984710177042476, "mask_rcnn/false_negative": 0.09383824787780568, "mask_rcnn/false_positive": 0.09710949251794458, "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": 1.0675809378735721, "total_loss": 0.7783568334998563}
{"data_time": 0.016899168025702238, "eta_seconds": 146460.45820920262, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3040572566120011, "fast_rcnn/fg_cls_accuracy": 0.6361991387549533, "iteration": 124099, "loss_box_reg": 0.21738441847264767, "loss_cls": 0.16737439017742872, "loss_mask": 0.2406656090170145, "loss_rpn_cls": 0.038409876986406744, "loss_rpn_loc": 0.0650085723027587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926162630181895, "mask_rcnn/false_negative": 0.08600188671156789, "mask_rcnn/false_positive": 0.12382924087877246, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9993015863001347, "total_loss": 0.7265716802794486}
{"data_time": 0.016940851928666234, "eta_seconds": 146440.38138148375, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.28115963287372703, "fast_rcnn/fg_cls_accuracy": 0.6722347590000353, "iteration": 124119, "loss_box_reg": 0.21568365022540092, "loss_cls": 0.18934506084769964, "loss_mask": 0.24140535108745098, "loss_rpn_cls": 0.03316183970309794, "loss_rpn_loc": 0.06675894069485366, "lr": 0.0001, "mask_rcnn/accuracy": 0.9126689572299966, "mask_rcnn/false_negative": 0.074450727717045, "mask_rcnn/false_positive": 0.09801071897336286, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9924405280034989, "total_loss": 0.7615904770791531}
{"data_time": 0.015694486675783992, "eta_seconds": 146501.2747221999, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2615823235923022, "fast_rcnn/fg_cls_accuracy": 0.7026590825009249, "iteration": 124139, "loss_box_reg": 0.2212467733770609, "loss_cls": 0.16556800995022058, "loss_mask": 0.23849050514400005, "loss_rpn_cls": 0.03516573482193053, "loss_rpn_loc": 0.06283156713470817, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034763804105963, "mask_rcnn/false_negative": 0.0995304143292243, "mask_rcnn/false_positive": 0.10686592375849092, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0084869160782546, "total_loss": 0.7362705128034577}
{"data_time": 0.018640304217115045, "eta_seconds": 146400.227726046, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3122920768551837, "fast_rcnn/fg_cls_accuracy": 0.6156583809034804, "iteration": 124159, "loss_box_reg": 0.21933897119015455, "loss_cls": 0.1791231781244278, "loss_mask": 0.2454843968153, "loss_rpn_cls": 0.04262189939618111, "loss_rpn_loc": 0.07616300322115421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8784809102477829, "mask_rcnn/false_negative": 0.10286872733909241, "mask_rcnn/false_positive": 0.11703294673406664, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.000444485573098, "total_loss": 0.7839257096638903}
{"data_time": 0.02325283084064722, "eta_seconds": 146558.49626147654, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32365154296704257, "fast_rcnn/fg_cls_accuracy": 0.644696029776675, "iteration": 124179, "loss_box_reg": 0.22853759629651904, "loss_cls": 0.1938297152519226, "loss_mask": 0.25001418590545654, "loss_rpn_cls": 0.03187789465300739, "loss_rpn_loc": 0.07510304497554898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879833082125335, "mask_rcnn/false_negative": 0.09584009912770947, "mask_rcnn/false_positive": 0.11812912070929668, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.044285735115409, "total_loss": 0.7662439648411237}
{"data_time": 0.016230320557951927, "eta_seconds": 146567.69753331318, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.361207494795281, "fast_rcnn/fg_cls_accuracy": 0.6179210309917633, "iteration": 124199, "loss_box_reg": 0.22987103462219238, "loss_cls": 0.1800611885264516, "loss_mask": 0.2485710997134447, "loss_rpn_cls": 0.029752486036159098, "loss_rpn_loc": 0.06517612817697227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8787848083158497, "mask_rcnn/false_negative": 0.0975884757053959, "mask_rcnn/false_positive": 0.13325511616516017, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.033748573390767, "total_loss": 0.7819277689559385}
{"data_time": 0.015879543032497168, "eta_seconds": 146641.46144546103, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.30301180301180297, "fast_rcnn/fg_cls_accuracy": 0.6771512508056416, "iteration": 124219, "loss_box_reg": 0.22115289233624935, "loss_cls": 0.1767858900129795, "loss_mask": 0.23205390386283398, "loss_rpn_cls": 0.02946495177457109, "loss_rpn_loc": 0.07309803226962686, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015375999847074, "mask_rcnn/false_negative": 0.09240784308266561, "mask_rcnn/false_positive": 0.09655528433066325, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.01737941801548, "total_loss": 0.7274264715379104}
{"data_time": 0.012535629095509648, "eta_seconds": 146732.87742037326, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.27286374241283473, "fast_rcnn/fg_cls_accuracy": 0.702208867955173, "iteration": 124239, "loss_box_reg": 0.21663550101220608, "loss_cls": 0.17291241325438023, "loss_mask": 0.24208219349384308, "loss_rpn_cls": 0.029576384695246816, "loss_rpn_loc": 0.07496962381992489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880606048810502, "mask_rcnn/false_negative": 0.09073881738255066, "mask_rcnn/false_positive": 0.13049512880982622, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0071851313114166, "total_loss": 0.7080763219855726}
{"data_time": 0.018294164445251226, "eta_seconds": 146728.49683041684, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2949410252110235, "fast_rcnn/fg_cls_accuracy": 0.6777572810106769, "iteration": 124259, "loss_box_reg": 0.23038556426763535, "loss_cls": 0.18790176883339882, "loss_mask": 0.2403344064950943, "loss_rpn_cls": 0.03137376648373902, "loss_rpn_loc": 0.08995074965059757, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065627274175504, "mask_rcnn/false_negative": 0.08458308283740607, "mask_rcnn/false_positive": 0.09609274586552193, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.026688177837059, "total_loss": 0.7594896304653957}
{"data_time": 0.01478286343626678, "eta_seconds": 146745.82873894833, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33184831515517255, "fast_rcnn/fg_cls_accuracy": 0.6556333680362201, "iteration": 124279, "loss_box_reg": 0.22436601482331753, "loss_cls": 0.18586877547204494, "loss_mask": 0.23144717700779438, "loss_rpn_cls": 0.03682000213302672, "loss_rpn_loc": 0.07819115289021283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971168135667978, "mask_rcnn/false_negative": 0.088035220872658, "mask_rcnn/false_positive": 0.12405771744891791, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.01409858209081, "total_loss": 0.7523557086242363}
{"data_time": 0.015105657745152712, "eta_seconds": 146705.7602391811, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26885435048187867, "fast_rcnn/fg_cls_accuracy": 0.6721066145775901, "iteration": 124299, "loss_box_reg": 0.20796841941773891, "loss_cls": 0.16637292224913836, "loss_mask": 0.22700329683721066, "loss_rpn_cls": 0.037335977191105485, "loss_rpn_loc": 0.06947009125724435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943970235676063, "mask_rcnn/false_negative": 0.09632915093190647, "mask_rcnn/false_positive": 0.10905090066037995, "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": 1.006081524072215, "total_loss": 0.7194583726814017}
{"data_time": 0.01924507995136082, "eta_seconds": 146759.0068935603, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3375030569821472, "fast_rcnn/fg_cls_accuracy": 0.6514407578237366, "iteration": 124319, "loss_box_reg": 0.22476758807897568, "loss_cls": 0.1792631922289729, "loss_mask": 0.232153182849288, "loss_rpn_cls": 0.030446994001977146, "loss_rpn_loc": 0.07975135883316398, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030975555260106, "mask_rcnn/false_negative": 0.09186747110778817, "mask_rcnn/false_positive": 0.11595076405307791, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0099379674065858, "total_loss": 0.7483935886994004}
{"data_time": 0.016514302464202046, "eta_seconds": 146707.60324319825, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3134882331310903, "fast_rcnn/fg_cls_accuracy": 0.6450985442920927, "iteration": 124339, "loss_box_reg": 0.21849362645298243, "loss_cls": 0.1734686316922307, "loss_mask": 0.23960249684751034, "loss_rpn_cls": 0.032080758712254465, "loss_rpn_loc": 0.07071459491271526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945698281095746, "mask_rcnn/false_negative": 0.09552320986420576, "mask_rcnn/false_positive": 0.11455052172430989, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0142419221810997, "total_loss": 0.802499976940453}
{"data_time": 0.013959960546344519, "eta_seconds": 146627.81856993213, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2811506325688384, "fast_rcnn/fg_cls_accuracy": 0.6754076636269709, "iteration": 124359, "loss_box_reg": 0.18358335830271244, "loss_cls": 0.1650647297501564, "loss_mask": 0.23042232915759087, "loss_rpn_cls": 0.032001358922570944, "loss_rpn_loc": 0.06286429706960917, "lr": 0.0001, "mask_rcnn/accuracy": 0.9100872344047117, "mask_rcnn/false_negative": 0.0768595789405763, "mask_rcnn/false_positive": 0.09874575694028039, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9858455145731568, "total_loss": 0.6892701010510791}
{"data_time": 0.017760176677256823, "eta_seconds": 146661.0377462022, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2950192736863461, "fast_rcnn/fg_cls_accuracy": 0.6860083376758728, "iteration": 124379, "loss_box_reg": 0.2048682989552617, "loss_cls": 0.1608441462740302, "loss_mask": 0.23974593728780746, "loss_rpn_cls": 0.028186223120428622, "loss_rpn_loc": 0.056965396739542484, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984007119170905, "mask_rcnn/false_negative": 0.09563897418929095, "mask_rcnn/false_positive": 0.10886528391027675, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0130581790581346, "total_loss": 0.6859802277758718}
{"data_time": 0.018632161198183894, "eta_seconds": 146612.18744814396, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3015816050268848, "fast_rcnn/fg_cls_accuracy": 0.6773117341187593, "iteration": 124399, "loss_box_reg": 0.22248137649148703, "loss_cls": 0.19706957787275314, "loss_mask": 0.24785918556153774, "loss_rpn_cls": 0.03512102854438126, "loss_rpn_loc": 0.10175108490511775, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992369739225632, "mask_rcnn/false_negative": 0.08690125108347656, "mask_rcnn/false_positive": 0.11691046916846126, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.004042211221531, "total_loss": 0.7872642187867314}
{"data_time": 0.015863977372646332, "eta_seconds": 146551.67600753251, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2555207949944792, "fast_rcnn/fg_cls_accuracy": 0.6783576505798727, "iteration": 124419, "loss_box_reg": 0.2086051134392619, "loss_cls": 0.17525711003690958, "loss_mask": 0.23819103091955185, "loss_rpn_cls": 0.028630856308154762, "loss_rpn_loc": 0.06348888063803315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971765458460712, "mask_rcnn/false_negative": 0.09099099561672984, "mask_rcnn/false_positive": 0.11202896896271078, "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": 0.9917298802174628, "total_loss": 0.7409031459828839}
{"data_time": 0.013027821900323033, "eta_seconds": 146531.54251721688, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.33562466902928834, "fast_rcnn/fg_cls_accuracy": 0.6419785305426519, "iteration": 124439, "loss_box_reg": 0.2190032359212637, "loss_cls": 0.17125516291707754, "loss_mask": 0.23000729084014893, "loss_rpn_cls": 0.032462677685543895, "loss_rpn_loc": 0.06647775322198868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901220512919996, "mask_rcnn/false_negative": 0.09412386785142698, "mask_rcnn/false_positive": 0.12199522794436904, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9954797548707575, "total_loss": 0.6968905482790433}
{"data_time": 0.020553841954097152, "eta_seconds": 146385.60261523817, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.30022946887756274, "fast_rcnn/fg_cls_accuracy": 0.6616209262435677, "iteration": 124459, "loss_box_reg": 0.21678101364523172, "loss_cls": 0.17805555183440447, "loss_mask": 0.24092876352369785, "loss_rpn_cls": 0.033902502967976034, "loss_rpn_loc": 0.061116067226976156, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940542801390556, "mask_rcnn/false_negative": 0.09635387856473293, "mask_rcnn/false_positive": 0.10800606093523962, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0059364484623075, "total_loss": 0.7205130050424486}
{"data_time": 0.015848933020606637, "eta_seconds": 146491.2755365856, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.33371428571428574, "fast_rcnn/fg_cls_accuracy": 0.6466592793236476, "iteration": 124479, "loss_box_reg": 0.19867961294949055, "loss_cls": 0.17488831467926502, "loss_mask": 0.22825569193810225, "loss_rpn_cls": 0.033470409573055804, "loss_rpn_loc": 0.07994354679249227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953337245161087, "mask_rcnn/false_negative": 0.09527018369222046, "mask_rcnn/false_positive": 0.10766968008865554, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0446529076434672, "total_loss": 0.7297915227245539}
{"data_time": 0.01319494959898293, "eta_seconds": 146534.77826854214, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.30245453642055053, "fast_rcnn/fg_cls_accuracy": 0.6321540940833397, "iteration": 124499, "loss_box_reg": 0.21209689415991306, "loss_cls": 0.18124226666986942, "loss_mask": 0.23954407684504986, "loss_rpn_cls": 0.03069992340169847, "loss_rpn_loc": 0.06311909342184663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972486388887928, "mask_rcnn/false_negative": 0.08044429307823028, "mask_rcnn/false_positive": 0.11652320894490173, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0185934412293136, "total_loss": 0.7313442786689848}
{"data_time": 0.01373702147975564, "eta_seconds": 146611.2358929962, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3206586345381526, "fast_rcnn/fg_cls_accuracy": 0.6274725274725275, "iteration": 124519, "loss_box_reg": 0.2214111164212227, "loss_cls": 0.1760813444852829, "loss_mask": 0.24448748864233494, "loss_rpn_cls": 0.0341854162979871, "loss_rpn_loc": 0.06001859321258962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870360064875371, "mask_rcnn/false_negative": 0.09929661219200009, "mask_rcnn/false_positive": 0.12652457197015898, "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": 1.0599559925030917, "total_loss": 0.7335606858832762}
{"data_time": 0.01359030301682651, "eta_seconds": 146579.06704890076, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3265385412349772, "fast_rcnn/fg_cls_accuracy": 0.6236773369430516, "iteration": 124539, "loss_box_reg": 0.2217442523688078, "loss_cls": 0.18697557877749205, "loss_mask": 0.24927157536149025, "loss_rpn_cls": 0.04270420433022082, "loss_rpn_loc": 0.08403925993479788, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919460494694955, "mask_rcnn/false_negative": 0.08678033290787757, "mask_rcnn/false_positive": 0.12859597437917014, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0129068768583238, "total_loss": 0.7935655795736238}
{"data_time": 0.017995998030528426, "eta_seconds": 146586.15018803626, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3106808035714286, "fast_rcnn/fg_cls_accuracy": 0.6470758928571428, "iteration": 124559, "loss_box_reg": 0.20593375898897648, "loss_cls": 0.16611394612118602, "loss_mask": 0.24374061450362206, "loss_rpn_cls": 0.0324215788859874, "loss_rpn_loc": 0.07929800264537334, "lr": 0.0001, "mask_rcnn/accuracy": 0.892444148647235, "mask_rcnn/false_negative": 0.08351943330687503, "mask_rcnn/false_positive": 0.12338142835053004, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0010897517204285, "total_loss": 0.7383851156919263}
{"data_time": 0.024064832367002964, "eta_seconds": 146565.99257662427, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29433783386184575, "fast_rcnn/fg_cls_accuracy": 0.6873441244070615, "iteration": 124579, "loss_box_reg": 0.22189113683998585, "loss_cls": 0.1765149999409914, "loss_mask": 0.24331366084516048, "loss_rpn_cls": 0.03332570381462574, "loss_rpn_loc": 0.078400514787063, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894401451015339, "mask_rcnn/false_negative": 0.09028961449769524, "mask_rcnn/false_positive": 0.13484036480599257, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9620565755758435, "total_loss": 0.7524369729217142}
{"data_time": 0.016971276607364416, "eta_seconds": 146510.62010349706, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29941910872203914, "fast_rcnn/fg_cls_accuracy": 0.6669488892341153, "iteration": 124599, "loss_box_reg": 0.2029464663937688, "loss_cls": 0.16800839733332396, "loss_mask": 0.24242300726473331, "loss_rpn_cls": 0.036531720659695566, "loss_rpn_loc": 0.07696922915056348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941169078497431, "mask_rcnn/false_negative": 0.10322566042687009, "mask_rcnn/false_positive": 0.10873404715999324, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.988095396431163, "total_loss": 0.7522705099545419}
{"data_time": 0.015491517959162593, "eta_seconds": 146429.32572896127, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2927807486631016, "fast_rcnn/fg_cls_accuracy": 0.6612909869830286, "iteration": 124619, "loss_box_reg": 0.20783910900354385, "loss_cls": 0.1794274728745222, "loss_mask": 0.23252793215215206, "loss_rpn_cls": 0.03402074635960162, "loss_rpn_loc": 0.06974639324471354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956388021743888, "mask_rcnn/false_negative": 0.0878080455779348, "mask_rcnn/false_positive": 0.1258787580914708, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9756185840815306, "total_loss": 0.7213450280250981}
{"data_time": 0.015296811237931252, "eta_seconds": 146397.31100533158, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30164874551971327, "fast_rcnn/fg_cls_accuracy": 0.6440074630529778, "iteration": 124639, "loss_box_reg": 0.22217890061438084, "loss_cls": 0.18205162044614553, "loss_mask": 0.23850532993674278, "loss_rpn_cls": 0.03220736485673115, "loss_rpn_loc": 0.07716218242421746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983054135473149, "mask_rcnn/false_negative": 0.09123193379412373, "mask_rcnn/false_positive": 0.11349464669419326, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0207481991965324, "total_loss": 0.7731621218845248}
{"data_time": 0.015855661360546947, "eta_seconds": 146353.7619007565, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2949901120632828, "fast_rcnn/fg_cls_accuracy": 0.6871830739639797, "iteration": 124659, "loss_box_reg": 0.21457314677536488, "loss_cls": 0.18263474199920893, "loss_mask": 0.2429830227047205, "loss_rpn_cls": 0.030568437301553786, "loss_rpn_loc": 0.07434442266821861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965832949721242, "mask_rcnn/false_negative": 0.09398389488546442, "mask_rcnn/false_positive": 0.10454119260672365, "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": 0.9737686167936772, "total_loss": 0.7617460468318313}
{"data_time": 0.016890139784663916, "eta_seconds": 146368.74669617973, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33866041662005236, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 124679, "loss_box_reg": 0.2277580862864852, "loss_cls": 0.19305135123431683, "loss_mask": 0.24658705666661263, "loss_rpn_cls": 0.03857692889869213, "loss_rpn_loc": 0.09530265838839114, "lr": 0.0001, "mask_rcnn/accuracy": 0.895509347204791, "mask_rcnn/false_negative": 0.10383137378459685, "mask_rcnn/false_positive": 0.1091148616556287, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0163815699052066, "total_loss": 0.8128938586451113}
{"data_time": 0.01839392213150859, "eta_seconds": 146324.58647214808, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2891663901579928, "fast_rcnn/fg_cls_accuracy": 0.67043606520177, "iteration": 124699, "loss_box_reg": 0.18745727092027664, "loss_cls": 0.15839131083339453, "loss_mask": 0.2229685764759779, "loss_rpn_cls": 0.02636106964200735, "loss_rpn_loc": 0.058818242920096964, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033021619521737, "mask_rcnn/false_negative": 0.09848719145141696, "mask_rcnn/false_positive": 0.0883764198194261, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9950860675889999, "total_loss": 0.670174705752288}
{"data_time": 0.016327248653396964, "eta_seconds": 146304.44544166327, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.34437977861462965, "fast_rcnn/fg_cls_accuracy": 0.6465829012099455, "iteration": 124719, "loss_box_reg": 0.2204043958336115, "loss_cls": 0.17524765338748693, "loss_mask": 0.2393705565482378, "loss_rpn_cls": 0.03310170763870701, "loss_rpn_loc": 0.07728871109429747, "lr": 0.0001, "mask_rcnn/accuracy": 0.900101208315494, "mask_rcnn/false_negative": 0.08293736359539274, "mask_rcnn/false_positive": 0.11651474044035245, "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": 1.0033031264320016, "total_loss": 0.7547596869408153}
{"data_time": 0.016212359070777893, "eta_seconds": 146341.17381290998, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3178239343074508, "fast_rcnn/fg_cls_accuracy": 0.6515209857527917, "iteration": 124739, "loss_box_reg": 0.22239741496741772, "loss_cls": 0.18835237622261047, "loss_mask": 0.2426825501024723, "loss_rpn_cls": 0.036849025171250105, "loss_rpn_loc": 0.06329769745934755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960455405637056, "mask_rcnn/false_negative": 0.092281602117975, "mask_rcnn/false_positive": 0.10703598052370016, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0170967299491167, "total_loss": 0.7511638457654044}
{"data_time": 0.016647573560476303, "eta_seconds": 146369.36968035996, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31595126900001747, "fast_rcnn/fg_cls_accuracy": 0.64010759905622, "iteration": 124759, "loss_box_reg": 0.22922701947391033, "loss_cls": 0.19011886324733496, "loss_mask": 0.24507038854062557, "loss_rpn_cls": 0.03753541933838278, "loss_rpn_loc": 0.07811311027035117, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029360558415119, "mask_rcnn/false_negative": 0.08945592127758828, "mask_rcnn/false_positive": 0.10488982719048338, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.020160569343716, "total_loss": 0.7794980856124312}
{"data_time": 0.014862776035442948, "eta_seconds": 146337.22065750975, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2863568215892054, "fast_rcnn/fg_cls_accuracy": 0.6978935698447893, "iteration": 124779, "loss_box_reg": 0.20552919246256351, "loss_cls": 0.166457234416157, "loss_mask": 0.23932393081486225, "loss_rpn_cls": 0.04017299925908446, "loss_rpn_loc": 0.07021720870397985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904066602104309, "mask_rcnn/false_negative": 0.0980536587077269, "mask_rcnn/false_positive": 0.11673536642000831, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9816391663625836, "total_loss": 0.7296904966933653}
{"data_time": 0.017354516545310616, "eta_seconds": 146223.88131972402, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.2957082760294475, "fast_rcnn/fg_cls_accuracy": 0.6554751621199257, "iteration": 124799, "loss_box_reg": 0.1955874152481556, "loss_cls": 0.16499542770907283, "loss_mask": 0.24478652141988277, "loss_rpn_cls": 0.03611337929032743, "loss_rpn_loc": 0.06917027570307255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893787949586724, "mask_rcnn/false_negative": 0.10065605875542336, "mask_rcnn/false_positive": 0.11979255825013288, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9660680775996298, "total_loss": 0.7191882563638501}
{"data_time": 0.015024369349703193, "eta_seconds": 146082.67172034364, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2903516914191419, "fast_rcnn/fg_cls_accuracy": 0.678330886605276, "iteration": 124819, "loss_box_reg": 0.24053344689309597, "loss_cls": 0.18492446467280388, "loss_mask": 0.2520904876291752, "loss_rpn_cls": 0.034394300426356494, "loss_rpn_loc": 0.0770253287628293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870891866121313, "mask_rcnn/false_negative": 0.09722539959369236, "mask_rcnn/false_positive": 0.1243094750463582, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9885927294380963, "total_loss": 0.7849862563889474}
{"data_time": 0.015114362817257643, "eta_seconds": 146005.27534692548, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2968171441298477, "fast_rcnn/fg_cls_accuracy": 0.6844601742810212, "iteration": 124839, "loss_box_reg": 0.20666155219078064, "loss_cls": 0.1657079393044114, "loss_mask": 0.23854797706007957, "loss_rpn_cls": 0.032820462016388774, "loss_rpn_loc": 0.065201471792534, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022208659449442, "mask_rcnn/false_negative": 0.08831524317277725, "mask_rcnn/false_positive": 0.11073135568012499, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0270486373919994, "total_loss": 0.7158652202924713}
{"data_time": 0.01280944817699492, "eta_seconds": 146135.5186162144, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.33869797711822247, "fast_rcnn/fg_cls_accuracy": 0.6383258258258259, "iteration": 124859, "loss_box_reg": 0.22054056078195572, "loss_cls": 0.19208687590435147, "loss_mask": 0.23338590189814568, "loss_rpn_cls": 0.03801201918395236, "loss_rpn_loc": 0.08509627380408347, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874381328347909, "mask_rcnn/false_negative": 0.09346062568243457, "mask_rcnn/false_positive": 0.11657172066891996, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0194546836428344, "total_loss": 0.7459775122115389}
{"data_time": 0.017033243784680963, "eta_seconds": 146228.48135776818, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.320717377860235, "fast_rcnn/fg_cls_accuracy": 0.6380375679683639, "iteration": 124879, "loss_box_reg": 0.2316757864318788, "loss_cls": 0.193669518455863, "loss_mask": 0.2347223274409771, "loss_rpn_cls": 0.03217610321007669, "loss_rpn_loc": 0.08096635446418077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944606914740729, "mask_rcnn/false_negative": 0.0862626887179531, "mask_rcnn/false_positive": 0.11616470282947186, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0155757013708353, "total_loss": 0.7884115388151258}
{"data_time": 0.027498973533511162, "eta_seconds": 146243.47079403233, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3088484848484848, "fast_rcnn/fg_cls_accuracy": 0.6621889483065954, "iteration": 124899, "loss_box_reg": 0.21454516425728798, "loss_cls": 0.17326794937252998, "loss_mask": 0.24278449453413486, "loss_rpn_cls": 0.033020987175405025, "loss_rpn_loc": 0.072901233099401, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942850731842032, "mask_rcnn/false_negative": 0.09890925551271915, "mask_rcnn/false_positive": 0.1169641375081282, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9957206449471414, "total_loss": 0.736736896156799}
{"data_time": 0.01731864013709128, "eta_seconds": 146127.01466199942, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27836422725084253, "fast_rcnn/fg_cls_accuracy": 0.6780913978494624, "iteration": 124919, "loss_box_reg": 0.21668772585690022, "loss_cls": 0.18326458940282464, "loss_mask": 0.2309003621339798, "loss_rpn_cls": 0.0343007012270391, "loss_rpn_loc": 0.06867641268763691, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952173954688258, "mask_rcnn/false_negative": 0.08660619387710085, "mask_rcnn/false_positive": 0.11240428401515146, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9387663437519222, "total_loss": 0.7451053685508668}
{"data_time": 0.015994718996807933, "eta_seconds": 146139.68520790804, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3438444699259877, "fast_rcnn/fg_cls_accuracy": 0.6417902299478087, "iteration": 124939, "loss_box_reg": 0.22905281092971563, "loss_cls": 0.18859334476292133, "loss_mask": 0.2512850556522608, "loss_rpn_cls": 0.033651606645435095, "loss_rpn_loc": 0.07701854966580868, "lr": 0.0001, "mask_rcnn/accuracy": 0.885104678929268, "mask_rcnn/false_negative": 0.09272512172488176, "mask_rcnn/false_positive": 0.13820765491571, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0070400757249445, "total_loss": 0.7831138559267856}
{"data_time": 0.01581227034330368, "eta_seconds": 146062.75307584554, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3010639263191325, "fast_rcnn/fg_cls_accuracy": 0.6340434083601286, "iteration": 124959, "loss_box_reg": 0.21853284165263176, "loss_cls": 0.18817767314612865, "loss_mask": 0.2427754644304514, "loss_rpn_cls": 0.03185336897149682, "loss_rpn_loc": 0.06235723523423076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968038543814738, "mask_rcnn/false_negative": 0.0829528808509869, "mask_rcnn/false_positive": 0.11393773839042604, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9929773982148618, "total_loss": 0.7524653152795509}
{"data_time": 0.020013161236420274, "eta_seconds": 146127.54153630696, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.310101148168398, "fast_rcnn/fg_cls_accuracy": 0.6552757793764987, "iteration": 124979, "loss_box_reg": 0.22777383401989937, "loss_cls": 0.18586313258856535, "loss_mask": 0.24161956645548344, "loss_rpn_cls": 0.038417831528931856, "loss_rpn_loc": 0.07599268783815205, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990118645827704, "mask_rcnn/false_negative": 0.09209380638318918, "mask_rcnn/false_positive": 0.12093397459425048, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.042030018987134, "total_loss": 0.7633585622534156}
{"data_time": 0.01473096408881247, "eta_seconds": 146079.23862640746, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31188309499735184, "fast_rcnn/fg_cls_accuracy": 0.6490378542254411, "iteration": 124999, "loss_box_reg": 0.22848688811063766, "loss_cls": 0.1798020163550973, "loss_mask": 0.252008942887187, "loss_rpn_cls": 0.03195836767554283, "loss_rpn_loc": 0.077663563657552, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918088080382465, "mask_rcnn/false_negative": 0.10017434700063418, "mask_rcnn/false_positive": 0.1169789493789001, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0238165385089815, "total_loss": 0.7775407307781279}
{"data_time": 0.025739553151652217, "eta_seconds": 145796.799336751, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.34656239817530143, "fast_rcnn/fg_cls_accuracy": 0.6290817953975849, "iteration": 125019, "loss_box_reg": 0.22561249881982803, "loss_cls": 0.20081388391554356, "loss_mask": 0.24332959949970245, "loss_rpn_cls": 0.03411702951416373, "loss_rpn_loc": 0.05957622756250203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909423044115725, "mask_rcnn/false_negative": 0.09067326891021894, "mask_rcnn/false_positive": 0.11993417429940649, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.994854653486982, "total_loss": 0.7382226748159155}
{"data_time": 0.025030702352523804, "eta_seconds": 145804.11073498428, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35140211995169734, "fast_rcnn/fg_cls_accuracy": 0.6003058163543573, "iteration": 125039, "loss_box_reg": 0.20743542537093163, "loss_cls": 0.17465568520128727, "loss_mask": 0.240006810054183, "loss_rpn_cls": 0.0278666855301708, "loss_rpn_loc": 0.06465621257666498, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904143239810326, "mask_rcnn/false_negative": 0.09327137841101887, "mask_rcnn/false_positive": 0.12428491405394684, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0138217590283602, "total_loss": 0.7383895085658878}
{"data_time": 0.023447287501767278, "eta_seconds": 145962.0479234215, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2923697877205791, "fast_rcnn/fg_cls_accuracy": 0.6854835043954945, "iteration": 125059, "loss_box_reg": 0.21011838410049677, "loss_cls": 0.1646557250060141, "loss_mask": 0.24588925018906593, "loss_rpn_cls": 0.03536853473633528, "loss_rpn_loc": 0.07487358036451042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889699628334712, "mask_rcnn/false_negative": 0.09110946490023189, "mask_rcnn/false_positive": 0.12709975663409212, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0412032611202449, "total_loss": 0.7417854680679739}
{"data_time": 0.022877785842865705, "eta_seconds": 145869.2402799148, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.29228510109567374, "fast_rcnn/fg_cls_accuracy": 0.664624183006536, "iteration": 125079, "loss_box_reg": 0.2020960096269846, "loss_cls": 0.1742421006783843, "loss_mask": 0.23251909390091896, "loss_rpn_cls": 0.031494888477027416, "loss_rpn_loc": 0.0753487036563456, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035862016427902, "mask_rcnn/false_negative": 0.09415751648332177, "mask_rcnn/false_positive": 0.10093002100084926, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0268936497159302, "total_loss": 0.7172103703487664}
{"data_time": 0.015057600103318691, "eta_seconds": 145945.71563636418, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3007990081278413, "fast_rcnn/fg_cls_accuracy": 0.6580430327868853, "iteration": 125099, "loss_box_reg": 0.22629754431545734, "loss_cls": 0.2001803070306778, "loss_mask": 0.24943354725837708, "loss_rpn_cls": 0.034386079059913754, "loss_rpn_loc": 0.09257414913736284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945242503159622, "mask_rcnn/false_negative": 0.08677016150990137, "mask_rcnn/false_positive": 0.13403312313806312, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.023663573898375, "total_loss": 0.7458854846190661}
{"data_time": 0.01686852052807808, "eta_seconds": 145994.6049363725, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36848728920211427, "fast_rcnn/fg_cls_accuracy": 0.585300911517767, "iteration": 125119, "loss_box_reg": 0.23152532149106264, "loss_cls": 0.1854819543659687, "loss_mask": 0.24923419207334518, "loss_rpn_cls": 0.02931160351727158, "loss_rpn_loc": 0.064880411606282, "lr": 0.0001, "mask_rcnn/accuracy": 0.892321766243266, "mask_rcnn/false_negative": 0.10293607881370978, "mask_rcnn/false_positive": 0.1168420738771978, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0171480218414217, "total_loss": 0.7616798996459693}
{"data_time": 0.013283753301948309, "eta_seconds": 145966.3195900526, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2899159663865546, "fast_rcnn/fg_cls_accuracy": 0.6421110871208031, "iteration": 125139, "loss_box_reg": 0.22160907089710236, "loss_cls": 0.17471306584775448, "loss_mask": 0.23081397637724876, "loss_rpn_cls": 0.038634397322312, "loss_rpn_loc": 0.07382891583256423, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010122538953205, "mask_rcnn/false_negative": 0.08207426493625654, "mask_rcnn/false_positive": 0.11163037222962413, "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": 1.0004414285067469, "total_loss": 0.7760024880990386}
{"data_time": 0.018022865988314152, "eta_seconds": 145918.0477424059, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27044009659454926, "fast_rcnn/fg_cls_accuracy": 0.694352085827016, "iteration": 125159, "loss_box_reg": 0.20844922680407763, "loss_cls": 0.1756678055971861, "loss_mask": 0.24064213037490845, "loss_rpn_cls": 0.03596495953388512, "loss_rpn_loc": 0.08631271892227232, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965827807600917, "mask_rcnn/false_negative": 0.09959534861029659, "mask_rcnn/false_positive": 0.11582108527139749, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9699768219143152, "total_loss": 0.7625740885268897}
{"data_time": 0.013324151746928692, "eta_seconds": 145635.8979165973, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2702607796888665, "fast_rcnn/fg_cls_accuracy": 0.6926416291681089, "iteration": 125179, "loss_box_reg": 0.2025240771472454, "loss_cls": 0.16691276710480452, "loss_mask": 0.23564441315829754, "loss_rpn_cls": 0.03972032421734184, "loss_rpn_loc": 0.08437712863087654, "lr": 0.0001, "mask_rcnn/accuracy": 0.9146322885325818, "mask_rcnn/false_negative": 0.07561124744106305, "mask_rcnn/false_positive": 0.11038702881498538, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9930317907128483, "total_loss": 0.7348110377206467}
{"data_time": 0.017962195677682757, "eta_seconds": 145615.7852390781, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32978916099116073, "fast_rcnn/fg_cls_accuracy": 0.6549229932342842, "iteration": 125199, "loss_box_reg": 0.23613145668059587, "loss_cls": 0.1882469765841961, "loss_mask": 0.23884805478155613, "loss_rpn_cls": 0.038846703711897135, "loss_rpn_loc": 0.08418810553848743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921079664231262, "mask_rcnn/false_negative": 0.10012359303296545, "mask_rcnn/false_positive": 0.11090337557971222, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.0569384833797812, "total_loss": 0.7944952031830326}
{"data_time": 0.0236201211810112, "eta_seconds": 145513.85671001393, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3081550465643091, "fast_rcnn/fg_cls_accuracy": 0.6808568891519906, "iteration": 125219, "loss_box_reg": 0.2131594456732273, "loss_cls": 0.1693726871162653, "loss_mask": 0.2388899177312851, "loss_rpn_cls": 0.03110143425874412, "loss_rpn_loc": 0.0713509798515588, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065329476861167, "mask_rcnn/false_negative": 0.08789558450842513, "mask_rcnn/false_positive": 0.10191729641102668, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0057018930092454, "total_loss": 0.7451907619833946}
{"data_time": 0.019965226529166102, "eta_seconds": 145456.99096918106, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30523474178403753, "fast_rcnn/fg_cls_accuracy": 0.6567460317460317, "iteration": 125239, "loss_box_reg": 0.21706555038690567, "loss_cls": 0.1821773354895413, "loss_mask": 0.255576541647315, "loss_rpn_cls": 0.03567740530706942, "loss_rpn_loc": 0.08968211431056261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888734972734033, "mask_rcnn/false_negative": 0.10004972279280885, "mask_rcnn/false_positive": 0.11807523661857967, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.003058135509491, "total_loss": 0.7875256257830188}
{"data_time": 0.012651973403990269, "eta_seconds": 145147.01029417105, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3075889658466683, "fast_rcnn/fg_cls_accuracy": 0.6754922461412012, "iteration": 125259, "loss_box_reg": 0.23176301829516888, "loss_cls": 0.18007642216980457, "loss_mask": 0.22968271374702454, "loss_rpn_cls": 0.03618054068647325, "loss_rpn_loc": 0.06055542686954141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980196451517901, "mask_rcnn/false_negative": 0.09092185511824843, "mask_rcnn/false_positive": 0.10949368366794923, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9803048581816256, "total_loss": 0.7489312323741615}
{"data_time": 0.013114894507452846, "eta_seconds": 145238.24212163687, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.26609657947686116, "fast_rcnn/fg_cls_accuracy": 0.6654001539053482, "iteration": 125279, "loss_box_reg": 0.22489808313548565, "loss_cls": 0.1963452734053135, "loss_mask": 0.23885084129869938, "loss_rpn_cls": 0.032953122281469405, "loss_rpn_loc": 0.06499633798375726, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977962699696576, "mask_rcnn/false_negative": 0.0852157362305632, "mask_rcnn/false_positive": 0.11183826786276918, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0439364346675575, "total_loss": 0.7752790162339807}
{"data_time": 0.02755614323541522, "eta_seconds": 145143.9811181277, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.29173475531091425, "fast_rcnn/fg_cls_accuracy": 0.7031562699595486, "iteration": 125299, "loss_box_reg": 0.21097697876393795, "loss_cls": 0.17387801874428988, "loss_mask": 0.2395277414470911, "loss_rpn_cls": 0.03683567757252604, "loss_rpn_loc": 0.06822283053770661, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038171735875817, "mask_rcnn/false_negative": 0.09342909345655465, "mask_rcnn/false_positive": 0.11096838233378226, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9984322744421661, "total_loss": 0.7139909367542714}
{"data_time": 0.013492734404280782, "eta_seconds": 145471.51032200083, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.30473376111673983, "fast_rcnn/fg_cls_accuracy": 0.6715102500296244, "iteration": 125319, "loss_box_reg": 0.21367105189710855, "loss_cls": 0.1813512435182929, "loss_mask": 0.24281880632042885, "loss_rpn_cls": 0.0343309307936579, "loss_rpn_loc": 0.06415846734307706, "lr": 0.0001, "mask_rcnn/accuracy": 0.9091656625244586, "mask_rcnn/false_negative": 0.07548635095096393, "mask_rcnn/false_positive": 0.10960301448269298, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0626627828460187, "total_loss": 0.7469229813432321}
{"data_time": 0.011908089509233832, "eta_seconds": 145393.24845745694, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.34246490685971576, "fast_rcnn/fg_cls_accuracy": 0.6370660694288914, "iteration": 125339, "loss_box_reg": 0.21513673290610313, "loss_cls": 0.18943764828145504, "loss_mask": 0.23492495715618134, "loss_rpn_cls": 0.031165538064669818, "loss_rpn_loc": 0.0777648885268718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986555687111157, "mask_rcnn/false_negative": 0.09646459523982168, "mask_rcnn/false_positive": 0.11513389787822959, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0155594479292631, "total_loss": 0.7535538133233786}
{"data_time": 0.015203458722680807, "eta_seconds": 145454.88381892443, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3054606437264028, "fast_rcnn/fg_cls_accuracy": 0.6450324328328201, "iteration": 125359, "loss_box_reg": 0.1935189524665475, "loss_cls": 0.16646900493651628, "loss_mask": 0.23205101676285267, "loss_rpn_cls": 0.03364627104019746, "loss_rpn_loc": 0.0746912274044007, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955147109481452, "mask_rcnn/false_negative": 0.10242645118441171, "mask_rcnn/false_positive": 0.10936779995774867, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9888426940888166, "total_loss": 0.6963296240428463}
{"data_time": 0.017670785542577505, "eta_seconds": 145253.92351501156, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2544642857142857, "fast_rcnn/fg_cls_accuracy": 0.6723239414011921, "iteration": 125379, "loss_box_reg": 0.20409422367811203, "loss_cls": 0.16583362501114607, "loss_mask": 0.23676447942852974, "loss_rpn_cls": 0.03411034820601344, "loss_rpn_loc": 0.05462285806424916, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048638215519061, "mask_rcnn/false_negative": 0.08172782758589955, "mask_rcnn/false_positive": 0.09994977198818987, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9746043407358229, "total_loss": 0.7239537909626961}
{"data_time": 0.012531234882771969, "eta_seconds": 145117.81240180135, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30395556541198765, "fast_rcnn/fg_cls_accuracy": 0.6798451644120078, "iteration": 125399, "loss_box_reg": 0.21583972312510014, "loss_cls": 0.1731888586655259, "loss_mask": 0.23824458569288254, "loss_rpn_cls": 0.033144126762636006, "loss_rpn_loc": 0.05899727204814553, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041301156471688, "mask_rcnn/false_negative": 0.08444341721769841, "mask_rcnn/false_positive": 0.09169488689595348, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0017399864736944, "total_loss": 0.7514401357620955}
{"data_time": 0.013735113199800253, "eta_seconds": 145276.124304533, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27016185099696877, "fast_rcnn/fg_cls_accuracy": 0.7004672157111181, "iteration": 125419, "loss_box_reg": 0.2293369360268116, "loss_cls": 0.19043432734906673, "loss_mask": 0.25026997923851013, "loss_rpn_cls": 0.03667476784903556, "loss_rpn_loc": 0.08541077747941017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986998587453172, "mask_rcnn/false_negative": 0.08778549841037248, "mask_rcnn/false_positive": 0.1230263105317434, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0178595911711454, "total_loss": 0.7808862222591415}
{"data_time": 0.014478613855317235, "eta_seconds": 145509.21922020614, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3118089340999558, "fast_rcnn/fg_cls_accuracy": 0.674300149931196, "iteration": 125439, "loss_box_reg": 0.210946312174201, "loss_cls": 0.16633028676733375, "loss_mask": 0.24107151292264462, "loss_rpn_cls": 0.036395195638760924, "loss_rpn_loc": 0.08036591741256416, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007273836794769, "mask_rcnn/false_negative": 0.08867389490974414, "mask_rcnn/false_positive": 0.11955004730689356, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0434657798614353, "total_loss": 0.7409545963746496}
{"data_time": 0.01398698496632278, "eta_seconds": 145354.32043132838, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2813909177516672, "fast_rcnn/fg_cls_accuracy": 0.7143683440508999, "iteration": 125459, "loss_box_reg": 0.20573394000530243, "loss_cls": 0.1735078301280737, "loss_mask": 0.22603988088667393, "loss_rpn_cls": 0.03827877203002572, "loss_rpn_loc": 0.072661685757339, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086094590634486, "mask_rcnn/false_negative": 0.08183962078188692, "mask_rcnn/false_positive": 0.10158937955061931, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0006855330429971, "total_loss": 0.749343391507864}
{"data_time": 0.0164051353931427, "eta_seconds": 145310.6349995546, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2925971877584781, "fast_rcnn/fg_cls_accuracy": 0.6962056794480989, "iteration": 125479, "loss_box_reg": 0.24063554219901562, "loss_cls": 0.18452995270490646, "loss_mask": 0.23630182445049286, "loss_rpn_cls": 0.030210741882910952, "loss_rpn_loc": 0.07300807698629797, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940283041879555, "mask_rcnn/false_negative": 0.0816141149193258, "mask_rcnn/false_positive": 0.11197910429772412, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0189004535786808, "total_loss": 0.7836848159786314}
{"data_time": 0.016856266651302576, "eta_seconds": 145290.52558424883, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3477272727272727, "fast_rcnn/fg_cls_accuracy": 0.6394957372602209, "iteration": 125499, "loss_box_reg": 0.24301320500671864, "loss_cls": 0.19641228020191193, "loss_mask": 0.2537500560283661, "loss_rpn_cls": 0.030298367026261985, "loss_rpn_loc": 0.07098277658224106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882612736805082, "mask_rcnn/false_negative": 0.10337212292152917, "mask_rcnn/false_positive": 0.11978829326181156, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0349953544791788, "total_loss": 0.815365411224775}
{"data_time": 0.026129559148103, "eta_seconds": 145105.0193523243, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.326285828604685, "fast_rcnn/fg_cls_accuracy": 0.6438600320093117, "iteration": 125519, "loss_box_reg": 0.23190200328826904, "loss_cls": 0.1820296011865139, "loss_mask": 0.24857475981116295, "loss_rpn_cls": 0.04091550677549094, "loss_rpn_loc": 0.08794814581051469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857674906244619, "mask_rcnn/false_negative": 0.09651754084502522, "mask_rcnn/false_positive": 0.12401594863858195, "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": 1.0056121442466974, "total_loss": 0.8041945596924052}
{"data_time": 0.02730864519253373, "eta_seconds": 144963.1212485209, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2993244392602853, "fast_rcnn/fg_cls_accuracy": 0.6829962915155613, "iteration": 125539, "loss_box_reg": 0.21712827496230602, "loss_cls": 0.18140630330890417, "loss_mask": 0.24019229039549828, "loss_rpn_cls": 0.032934823306277394, "loss_rpn_loc": 0.07861960306763649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922554508089491, "mask_rcnn/false_negative": 0.09290643170403225, "mask_rcnn/false_positive": 0.11422978271592713, "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": 1.0031222647521645, "total_loss": 0.7593859089538455}
{"data_time": 0.025601437781006098, "eta_seconds": 144893.691613283, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2901262654988056, "fast_rcnn/fg_cls_accuracy": 0.7030398480075997, "iteration": 125559, "loss_box_reg": 0.21776482090353966, "loss_cls": 0.1805799286812544, "loss_mask": 0.23185170628130436, "loss_rpn_cls": 0.03325875021982938, "loss_rpn_loc": 0.08188577834516764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957513120230018, "mask_rcnn/false_negative": 0.09487944363960513, "mask_rcnn/false_positive": 0.11084961259647783, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.988414557185024, "total_loss": 0.7423556917347014}
{"data_time": 0.022899089846760035, "eta_seconds": 144999.18352001812, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3229432805314256, "fast_rcnn/fg_cls_accuracy": 0.6621668612304712, "iteration": 125579, "loss_box_reg": 0.21844082698225975, "loss_cls": 0.1773020587861538, "loss_mask": 0.22935925982892513, "loss_rpn_cls": 0.035261456621810794, "loss_rpn_loc": 0.07181592856068164, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050320935447114, "mask_rcnn/false_negative": 0.08202020244098275, "mask_rcnn/false_positive": 0.10940203277262803, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0105622014962137, "total_loss": 0.7565222473931499}
{"data_time": 0.014706105226650834, "eta_seconds": 145190.96275502816, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2774545287946122, "fast_rcnn/fg_cls_accuracy": 0.7022809241624655, "iteration": 125599, "loss_box_reg": 0.20644817035645247, "loss_cls": 0.17445915937423706, "loss_mask": 0.22847290337085724, "loss_rpn_cls": 0.03734059818089008, "loss_rpn_loc": 0.06558321043848991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974541486114994, "mask_rcnn/false_negative": 0.08625944454992526, "mask_rcnn/false_positive": 0.11388061095442234, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0070469048805535, "total_loss": 0.7197008265648037}
{"data_time": 0.01531804259866476, "eta_seconds": 145349.3834078079, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.28475354711719836, "fast_rcnn/fg_cls_accuracy": 0.7077558161786818, "iteration": 125619, "loss_box_reg": 0.20661482214927673, "loss_cls": 0.16442991141229868, "loss_mask": 0.23965308628976345, "loss_rpn_cls": 0.040410219226032495, "loss_rpn_loc": 0.0733350736554712, "lr": 0.0001, "mask_rcnn/accuracy": 0.9098506682797102, "mask_rcnn/false_negative": 0.07979486280138723, "mask_rcnn/false_positive": 0.10145363624508566, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0202110710088164, "total_loss": 0.7261228913557716}
{"data_time": 0.018630539532750845, "eta_seconds": 145329.24912557937, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.35751567113920113, "fast_rcnn/fg_cls_accuracy": 0.6203999739005611, "iteration": 125639, "loss_box_reg": 0.20292894542217255, "loss_cls": 0.16985758859664202, "loss_mask": 0.22793842107057571, "loss_rpn_cls": 0.030550799099728465, "loss_rpn_loc": 0.0644534572493285, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000188618846274, "mask_rcnn/false_negative": 0.09066109396010844, "mask_rcnn/false_positive": 0.10896709161231921, "roi_head/num_bg_samples": 460.625, "roi_head/num_fg_samples": 51.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.005399069050327, "total_loss": 0.6940145194530487}
{"data_time": 0.02325528603978455, "eta_seconds": 145339.87569591962, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3097679438747976, "fast_rcnn/fg_cls_accuracy": 0.6409017713365539, "iteration": 125659, "loss_box_reg": 0.1968991719186306, "loss_cls": 0.16555219795554876, "loss_mask": 0.24288544617593288, "loss_rpn_cls": 0.0303497250424698, "loss_rpn_loc": 0.05859264452010393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922241152803446, "mask_rcnn/false_negative": 0.0842055219928041, "mask_rcnn/false_positive": 0.11345945563162557, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9882526884321123, "total_loss": 0.6933151201810688}
{"data_time": 0.016769859939813614, "eta_seconds": 145302.2435861081, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35138631448872415, "fast_rcnn/fg_cls_accuracy": 0.6191340106434446, "iteration": 125679, "loss_box_reg": 0.22573755867779255, "loss_cls": 0.17364181950688362, "loss_mask": 0.24035179242491722, "loss_rpn_cls": 0.03031033929437399, "loss_rpn_loc": 0.062224890920333564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998434846543842, "mask_rcnn/false_negative": 0.09528896608498916, "mask_rcnn/false_positive": 0.11437823923654682, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0147630560677499, "total_loss": 0.721929234219715}
{"data_time": 0.01758580096065998, "eta_seconds": 145414.82204315253, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.28587588881706527, "fast_rcnn/fg_cls_accuracy": 0.665920716112532, "iteration": 125699, "loss_box_reg": 0.21569616347551346, "loss_cls": 0.16981834545731544, "loss_mask": 0.2328670248389244, "loss_rpn_cls": 0.030706443125382066, "loss_rpn_loc": 0.06320974021218717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948629537263164, "mask_rcnn/false_negative": 0.08445627858391175, "mask_rcnn/false_positive": 0.12639531863078207, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0144434380345047, "total_loss": 0.6996704270713963}
{"data_time": 0.018794010393321514, "eta_seconds": 145435.8854304254, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2971547706647044, "fast_rcnn/fg_cls_accuracy": 0.6858129315756434, "iteration": 125719, "loss_box_reg": 0.20589961111545563, "loss_cls": 0.1777921114116907, "loss_mask": 0.23827799409627914, "loss_rpn_cls": 0.03366629080846906, "loss_rpn_loc": 0.07183112134225667, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014087150487478, "mask_rcnn/false_negative": 0.07918155217851555, "mask_rcnn/false_positive": 0.1154104250402084, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0042383160907775, "total_loss": 0.7443117130897008}
{"data_time": 0.02011118456721306, "eta_seconds": 145355.29592439067, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33238164451827246, "fast_rcnn/fg_cls_accuracy": 0.6570167666303162, "iteration": 125739, "loss_box_reg": 0.19956920482218266, "loss_cls": 0.19414581637829542, "loss_mask": 0.23697868175804615, "loss_rpn_cls": 0.032120941672474146, "loss_rpn_loc": 0.0794481742195785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925514765706948, "mask_rcnn/false_negative": 0.09293482512052675, "mask_rcnn/false_positive": 0.11121186308072288, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9771992315072566, "total_loss": 0.7306128775235265}
{"data_time": 0.017681737896054983, "eta_seconds": 145221.69910518453, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2946110040107248, "fast_rcnn/fg_cls_accuracy": 0.6675781752670185, "iteration": 125759, "loss_box_reg": 0.214271554723382, "loss_cls": 0.17729573417454958, "loss_mask": 0.23314919508993626, "loss_rpn_cls": 0.03346686065196991, "loss_rpn_loc": 0.05559908167924732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960137297183521, "mask_rcnn/false_negative": 0.09421412889376114, "mask_rcnn/false_positive": 0.11369194027285262, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0123717519454658, "total_loss": 0.7294593637343496}
{"data_time": 0.018216308671981096, "eta_seconds": 145375.4047461599, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.30214516022899257, "fast_rcnn/fg_cls_accuracy": 0.6700206043956044, "iteration": 125779, "loss_box_reg": 0.22297087498009205, "loss_cls": 0.18176660686731339, "loss_mask": 0.2344971802085638, "loss_rpn_cls": 0.03566913399845362, "loss_rpn_loc": 0.07173120265360922, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003359866673942, "mask_rcnn/false_negative": 0.0846945605471913, "mask_rcnn/false_positive": 0.1105979837520262, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.016489470610395, "total_loss": 0.721045607700944}
{"data_time": 0.015854890225455165, "eta_seconds": 145551.72054534778, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2795260295260295, "fast_rcnn/fg_cls_accuracy": 0.7026281399738638, "iteration": 125799, "loss_box_reg": 0.21966632828116417, "loss_cls": 0.15969601552933455, "loss_mask": 0.23936288617551327, "loss_rpn_cls": 0.030737903201952577, "loss_rpn_loc": 0.07578568626195192, "lr": 0.0001, "mask_rcnn/accuracy": 0.895892550845381, "mask_rcnn/false_negative": 0.0928120872217923, "mask_rcnn/false_positive": 0.10303210467116211, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9778791430871934, "total_loss": 0.7527130302041769}
{"data_time": 0.014610482146963477, "eta_seconds": 145560.21896202117, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.23732556263612165, "fast_rcnn/fg_cls_accuracy": 0.7322668650793651, "iteration": 125819, "loss_box_reg": 0.22017481736838818, "loss_cls": 0.1737405490130186, "loss_mask": 0.2442556396126747, "loss_rpn_cls": 0.03277022542897612, "loss_rpn_loc": 0.06805173389147967, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027270332076437, "mask_rcnn/false_negative": 0.07819576799421263, "mask_rcnn/false_positive": 0.10866584376044913, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0185576821677387, "total_loss": 0.7457265523262322}
{"data_time": 0.01770437345840037, "eta_seconds": 145364.0349648893, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.31820900623771686, "fast_rcnn/fg_cls_accuracy": 0.6671366316329146, "iteration": 125839, "loss_box_reg": 0.19543636450544, "loss_cls": 0.16051534563302994, "loss_mask": 0.23008842952549458, "loss_rpn_cls": 0.03159718308597803, "loss_rpn_loc": 0.05929925630334765, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080373303995277, "mask_rcnn/false_negative": 0.08072945362301644, "mask_rcnn/false_positive": 0.1000194500345854, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9726649206131697, "total_loss": 0.6845649080933072}
{"data_time": 0.02598218247294426, "eta_seconds": 145294.76383380592, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2983058608058608, "fast_rcnn/fg_cls_accuracy": 0.6742025427079215, "iteration": 125859, "loss_box_reg": 0.22374733909964561, "loss_cls": 0.17055115848779678, "loss_mask": 0.22814521566033363, "loss_rpn_cls": 0.03745599265675992, "loss_rpn_loc": 0.062461816472932696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954952814459117, "mask_rcnn/false_negative": 0.0908669107332579, "mask_rcnn/false_positive": 0.11265958445690993, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0451074736192822, "total_loss": 0.735665948712267}
{"data_time": 0.0190120879560709, "eta_seconds": 145087.63773883693, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3079000095410743, "fast_rcnn/fg_cls_accuracy": 0.6709601159155036, "iteration": 125879, "loss_box_reg": 0.22016138583421707, "loss_cls": 0.17302516754716635, "loss_mask": 0.2384301144629717, "loss_rpn_cls": 0.03435211023315787, "loss_rpn_loc": 0.06561684003099799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973809547631911, "mask_rcnn/false_negative": 0.0867511104826319, "mask_rcnn/false_positive": 0.12332976681328357, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 0.9978156625293195, "total_loss": 0.7456243301276118}
{"data_time": 0.018788131419569254, "eta_seconds": 145080.7462635683, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.26485451231049684, "fast_rcnn/fg_cls_accuracy": 0.694916300898744, "iteration": 125899, "loss_box_reg": 0.2180582992732525, "loss_cls": 0.17432946152985096, "loss_mask": 0.2200835570693016, "loss_rpn_cls": 0.02853154856711626, "loss_rpn_loc": 0.06168696517124772, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035126205100795, "mask_rcnn/false_negative": 0.0788575149139533, "mask_rcnn/false_positive": 0.11132842124634493, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.01318923314102, "total_loss": 0.7107951978687197}
{"data_time": 0.014746146509423852, "eta_seconds": 145234.28314954042, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3060700057780616, "fast_rcnn/fg_cls_accuracy": 0.6683848797250859, "iteration": 125919, "loss_box_reg": 0.2204122133553028, "loss_cls": 0.16861217748373747, "loss_mask": 0.2382384929805994, "loss_rpn_cls": 0.02483798877801746, "loss_rpn_loc": 0.07355892192572355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986863507676021, "mask_rcnn/false_negative": 0.07697275391505048, "mask_rcnn/false_positive": 0.10699207194104934, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9872774661052972, "total_loss": 0.7310789638431743}
{"data_time": 0.018221493111923337, "eta_seconds": 145153.77742179204, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2842162181328227, "fast_rcnn/fg_cls_accuracy": 0.6898123886385075, "iteration": 125939, "loss_box_reg": 0.2090252684429288, "loss_cls": 0.17293494939804077, "loss_mask": 0.23460008203983307, "loss_rpn_cls": 0.036707694933284074, "loss_rpn_loc": 0.0712815634906292, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029419383807682, "mask_rcnn/false_negative": 0.0881323928534707, "mask_rcnn/false_positive": 0.11405022392334327, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9827775901649147, "total_loss": 0.7169875956897158}
{"data_time": 0.015489732846617699, "eta_seconds": 145273.03417921066, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2731922808649151, "fast_rcnn/fg_cls_accuracy": 0.7130678494314858, "iteration": 125959, "loss_box_reg": 0.2178972978144884, "loss_cls": 0.18169301468878984, "loss_mask": 0.23416780307888985, "loss_rpn_cls": 0.03037721023429185, "loss_rpn_loc": 0.07371793291531503, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059618316162553, "mask_rcnn/false_negative": 0.09198897734652262, "mask_rcnn/false_positive": 0.1090456801015126, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.028296432690695, "total_loss": 0.7577104066731408}
{"data_time": 0.013921441975980997, "eta_seconds": 145222.86567455158, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3097303802697994, "fast_rcnn/fg_cls_accuracy": 0.6584160937102114, "iteration": 125979, "loss_box_reg": 0.22785914316773415, "loss_cls": 0.17222215607762337, "loss_mask": 0.23814986646175385, "loss_rpn_cls": 0.03176988763152622, "loss_rpn_loc": 0.06558847799897194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965738596794446, "mask_rcnn/false_negative": 0.093862627895417, "mask_rcnn/false_positive": 0.11489110781425999, "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": 1.0299569421913475, "total_loss": 0.7430706516606733}
{"data_time": 0.022479274543002248, "eta_seconds": 145202.69863307476, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2735017730496454, "fast_rcnn/fg_cls_accuracy": 0.7082905982905983, "iteration": 125999, "loss_box_reg": 0.22937475889921188, "loss_cls": 0.17446088697761297, "loss_mask": 0.23869887739419937, "loss_rpn_cls": 0.03741516172885895, "loss_rpn_loc": 0.08933825767599046, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028191740768163, "mask_rcnn/false_negative": 0.09102674376038773, "mask_rcnn/false_positive": 0.10006016052677617, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0287541935686022, "total_loss": 0.7789902270305902}
{"data_time": 0.014206009916961193, "eta_seconds": 145182.53159159794, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.26826224212612876, "fast_rcnn/fg_cls_accuracy": 0.6858124790140039, "iteration": 126019, "loss_box_reg": 0.19651463348418474, "loss_cls": 0.15796235017478466, "loss_mask": 0.23603605292737484, "loss_rpn_cls": 0.03278034017421305, "loss_rpn_loc": 0.0654489363078028, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054433396579036, "mask_rcnn/false_negative": 0.08063492918549647, "mask_rcnn/false_positive": 0.1052501719879605, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9933592937886715, "total_loss": 0.7039484739070758}
{"data_time": 0.014315147884190083, "eta_seconds": 145113.32178100944, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25860492845786964, "fast_rcnn/fg_cls_accuracy": 0.6819806560134567, "iteration": 126039, "loss_box_reg": 0.20071427337825298, "loss_cls": 0.17422726284712553, "loss_mask": 0.23103328980505466, "loss_rpn_cls": 0.03127464454155415, "loss_rpn_loc": 0.06684318883344531, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053005033535153, "mask_rcnn/false_negative": 0.09926294466974497, "mask_rcnn/false_positive": 0.0906007808760084, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0054510363843292, "total_loss": 0.7343592261895537}
{"data_time": 0.016078399727120996, "eta_seconds": 145032.86632023286, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.30170526558359256, "fast_rcnn/fg_cls_accuracy": 0.6870856889480101, "iteration": 126059, "loss_box_reg": 0.19495745189487934, "loss_cls": 0.15775107126682997, "loss_mask": 0.24502766877412796, "loss_rpn_cls": 0.03283799206838012, "loss_rpn_loc": 0.06435052747838199, "lr": 0.0001, "mask_rcnn/accuracy": 0.894628707700773, "mask_rcnn/false_negative": 0.07874993784188723, "mask_rcnn/false_positive": 0.11495494462182783, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0102308036293834, "total_loss": 0.7198914056643844}
{"data_time": 0.016977255465462804, "eta_seconds": 145012.714469973, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.28082278481012657, "fast_rcnn/fg_cls_accuracy": 0.6987522973777536, "iteration": 126079, "loss_box_reg": 0.23768516443669796, "loss_cls": 0.1940727662295103, "loss_mask": 0.2530574258416891, "loss_rpn_cls": 0.036860106280073524, "loss_rpn_loc": 0.0815172663424164, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885510971305816, "mask_rcnn/false_negative": 0.08621717443013774, "mask_rcnn/false_positive": 0.12769117699611304, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0464832896832377, "total_loss": 0.8055566113907844}
{"data_time": 0.01565133943222463, "eta_seconds": 144938.18844316993, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25398600147588274, "fast_rcnn/fg_cls_accuracy": 0.6842899133663367, "iteration": 126099, "loss_box_reg": 0.22631177306175232, "loss_cls": 0.1831625448539853, "loss_mask": 0.23589759320020676, "loss_rpn_cls": 0.030482563539408147, "loss_rpn_loc": 0.08410354831721634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969861546017008, "mask_rcnn/false_negative": 0.0979852613994416, "mask_rcnn/false_positive": 0.10519582802166605, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0221165623515844, "total_loss": 0.7556696601677686}
{"data_time": 0.01518309349194169, "eta_seconds": 144846.0263520945, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.288671875, "fast_rcnn/fg_cls_accuracy": 0.6801935860707033, "iteration": 126119, "loss_box_reg": 0.20822136476635933, "loss_cls": 0.15032514557242393, "loss_mask": 0.22285440657287836, "loss_rpn_cls": 0.031431805284228176, "loss_rpn_loc": 0.0742689153412357, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934609375372782, "mask_rcnn/false_negative": 0.09010947687160874, "mask_rcnn/false_positive": 0.12185239326208652, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0011730645783246, "total_loss": 0.663771390565671}
{"data_time": 0.02104089641943574, "eta_seconds": 144737.86488911603, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27310361227004476, "fast_rcnn/fg_cls_accuracy": 0.7164242942686057, "iteration": 126139, "loss_box_reg": 0.20450518932193518, "loss_cls": 0.16554989852011204, "loss_mask": 0.23986323177814484, "loss_rpn_cls": 0.028735638290527277, "loss_rpn_loc": 0.07091228407807648, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027615107414807, "mask_rcnn/false_negative": 0.08932009543204417, "mask_rcnn/false_positive": 0.10844284596420811, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9897750380914658, "total_loss": 0.7323713949153898}
{"data_time": 0.021055951481685042, "eta_seconds": 144841.6351058334, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3344618464437117, "fast_rcnn/fg_cls_accuracy": 0.6236310645313237, "iteration": 126159, "loss_box_reg": 0.1951408050954342, "loss_cls": 0.1657393928617239, "loss_mask": 0.22540903091430664, "loss_rpn_cls": 0.028973251581192017, "loss_rpn_loc": 0.061068065580911934, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029314955022566, "mask_rcnn/false_negative": 0.08748400678353818, "mask_rcnn/false_positive": 0.11479168488708473, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.043258806457743, "total_loss": 0.6810733745805919}
{"data_time": 0.01663178694434464, "eta_seconds": 144725.48663154244, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2800561551285426, "fast_rcnn/fg_cls_accuracy": 0.6781170483460559, "iteration": 126179, "loss_box_reg": 0.22039148211479187, "loss_cls": 0.17126429174095392, "loss_mask": 0.23056203685700893, "loss_rpn_cls": 0.032284063985571265, "loss_rpn_loc": 0.07909413939341903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925241389016253, "mask_rcnn/false_negative": 0.08672910200559211, "mask_rcnn/false_positive": 0.13088969208436443, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9844829591456801, "total_loss": 0.7407347236876376}
{"data_time": 0.019140456803143024, "eta_seconds": 144705.360712111, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30863453815261044, "fast_rcnn/fg_cls_accuracy": 0.658578447869691, "iteration": 126199, "loss_box_reg": 0.22112479340285063, "loss_cls": 0.17975630145519972, "loss_mask": 0.2267731186002493, "loss_rpn_cls": 0.028140212903963402, "loss_rpn_loc": 0.06714182207360864, "lr": 0.0001, "mask_rcnn/accuracy": 0.910568867517418, "mask_rcnn/false_negative": 0.08914769323452162, "mask_rcnn/false_positive": 0.09718443739292906, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0388276353478432, "total_loss": 0.7266824805410579}
{"data_time": 0.023617151426151395, "eta_seconds": 144661.47716783453, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2773780975219824, "fast_rcnn/fg_cls_accuracy": 0.6664642844511512, "iteration": 126219, "loss_box_reg": 0.20384927559643984, "loss_cls": 0.16019030939787626, "loss_mask": 0.22819745540618896, "loss_rpn_cls": 0.032082036370411515, "loss_rpn_loc": 0.06591243261937052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933007100661385, "mask_rcnn/false_negative": 0.09644503986649021, "mask_rcnn/false_positive": 0.0994762877823513, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9909523245878518, "total_loss": 0.7368061931338161}
{"data_time": 0.01701301266439259, "eta_seconds": 144641.35455312207, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.286692759295499, "fast_rcnn/fg_cls_accuracy": 0.6914109121909633, "iteration": 126239, "loss_box_reg": 0.2213751496747136, "loss_cls": 0.16568461433053017, "loss_mask": 0.24052782729268074, "loss_rpn_cls": 0.02910973329562694, "loss_rpn_loc": 0.07337281992658973, "lr": 0.0001, "mask_rcnn/accuracy": 0.898871930520096, "mask_rcnn/false_negative": 0.09442538646871859, "mask_rcnn/false_positive": 0.10588216928977451, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.006271505029872, "total_loss": 0.7463081511086784}
{"data_time": 0.024221869418397546, "eta_seconds": 144621.23193840962, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2571030390217587, "fast_rcnn/fg_cls_accuracy": 0.6967488584474886, "iteration": 126259, "loss_box_reg": 0.22172113694250584, "loss_cls": 0.1727479062974453, "loss_mask": 0.23434911854565144, "loss_rpn_cls": 0.03025883878581226, "loss_rpn_loc": 0.07059757923707366, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044935166073895, "mask_rcnn/false_negative": 0.08225834706019511, "mask_rcnn/false_positive": 0.09691270204944191, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9750944499392062, "total_loss": 0.7486008682753891}
{"data_time": 0.016847514314576983, "eta_seconds": 144590.43062888086, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32315124045801524, "fast_rcnn/fg_cls_accuracy": 0.6628130300309288, "iteration": 126279, "loss_box_reg": 0.21529977582395077, "loss_cls": 0.16571292746812105, "loss_mask": 0.23167354241013527, "loss_rpn_cls": 0.0316108271072153, "loss_rpn_loc": 0.058485234156250954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996997509406159, "mask_rcnn/false_negative": 0.09580553335244221, "mask_rcnn/false_positive": 0.11915518881094994, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0230968359392136, "total_loss": 0.7082756750751287}
{"data_time": 0.019837629050016403, "eta_seconds": 144576.88853444997, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.32235621521335805, "fast_rcnn/fg_cls_accuracy": 0.6551418439716312, "iteration": 126299, "loss_box_reg": 0.19611429702490568, "loss_cls": 0.15744339395314455, "loss_mask": 0.23186261113733053, "loss_rpn_cls": 0.028371109627187252, "loss_rpn_loc": 0.05840658466331661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961097902879973, "mask_rcnn/false_negative": 0.09070327764562135, "mask_rcnn/false_positive": 0.11468281583561687, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.02340749790892, "total_loss": 0.675766714848578}
{"data_time": 0.015054797986522317, "eta_seconds": 144500.60528047383, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.32457865710208644, "fast_rcnn/fg_cls_accuracy": 0.6690578117166108, "iteration": 126319, "loss_box_reg": 0.20553518924862146, "loss_cls": 0.16596840973943472, "loss_mask": 0.24161686562001705, "loss_rpn_cls": 0.028549043112434447, "loss_rpn_loc": 0.07437347946688533, "lr": 0.0001, "mask_rcnn/accuracy": 0.901925362449765, "mask_rcnn/false_negative": 0.08269386538116487, "mask_rcnn/false_positive": 0.11529017254388746, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0197014489676803, "total_loss": 0.7336765667423606}
{"data_time": 0.01599233108572662, "eta_seconds": 144494.24649471417, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28613325312077004, "fast_rcnn/fg_cls_accuracy": 0.6843738729333156, "iteration": 126339, "loss_box_reg": 0.2171063730493188, "loss_cls": 0.18301214557141066, "loss_mask": 0.2413519974797964, "loss_rpn_cls": 0.03421269485261291, "loss_rpn_loc": 0.07062818529084325, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966829520269646, "mask_rcnn/false_negative": 0.0946432264908201, "mask_rcnn/false_positive": 0.10981337327690088, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0284345366526395, "total_loss": 0.761852988624014}
{"data_time": 0.014650138095021248, "eta_seconds": 144509.94611419737, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30397487739826207, "fast_rcnn/fg_cls_accuracy": 0.6841779230835412, "iteration": 126359, "loss_box_reg": 0.22248618490993977, "loss_cls": 0.1735949171707034, "loss_mask": 0.2401686180382967, "loss_rpn_cls": 0.02761231194017455, "loss_rpn_loc": 0.06626188079826534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942019741171796, "mask_rcnn/false_negative": 0.09066030381588516, "mask_rcnn/false_positive": 0.12521723850720287, "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": 1.012245611520484, "total_loss": 0.7234863647026941}
{"data_time": 0.027306361123919487, "eta_seconds": 144593.1754266983, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.29612873134328355, "fast_rcnn/fg_cls_accuracy": 0.6760167464114832, "iteration": 126379, "loss_box_reg": 0.22316444106400013, "loss_cls": 0.176328563131392, "loss_mask": 0.23659736290574074, "loss_rpn_cls": 0.030685710604302585, "loss_rpn_loc": 0.06937485188245773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914655742088908, "mask_rcnn/false_negative": 0.09916773061665488, "mask_rcnn/false_positive": 0.11875253253695844, "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": 1.0439374702982605, "total_loss": 0.7342207052279264}
{"data_time": 0.014190756483003497, "eta_seconds": 144650.37977695465, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2767668178382464, "fast_rcnn/fg_cls_accuracy": 0.7031162464985994, "iteration": 126399, "loss_box_reg": 0.20163755118846893, "loss_cls": 0.16815913189202547, "loss_mask": 0.23278449848294258, "loss_rpn_cls": 0.031667714938521385, "loss_rpn_loc": 0.06532423198223114, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975634117849798, "mask_rcnn/false_negative": 0.09578999524152049, "mask_rcnn/false_positive": 0.10161399974947544, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.01332732103765, "total_loss": 0.7056507768575102}
{"data_time": 0.014573834370821714, "eta_seconds": 144499.13986789528, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2988838362959901, "fast_rcnn/fg_cls_accuracy": 0.6841652164253712, "iteration": 126419, "loss_box_reg": 0.21544949524104595, "loss_cls": 0.18269855994731188, "loss_mask": 0.2273088563233614, "loss_rpn_cls": 0.03445256454870105, "loss_rpn_loc": 0.07250909588765353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962966606728249, "mask_rcnn/false_negative": 0.09749506692664868, "mask_rcnn/false_positive": 0.11262101124661782, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9682826569769531, "total_loss": 0.7507644288125448}
{"data_time": 0.01749780005775392, "eta_seconds": 144429.4615995139, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.28077365876122495, "fast_rcnn/fg_cls_accuracy": 0.704428416979629, "iteration": 126439, "loss_box_reg": 0.2062193937599659, "loss_cls": 0.16473012417554855, "loss_mask": 0.23384606279432774, "loss_rpn_cls": 0.028917767107486725, "loss_rpn_loc": 0.055692534893751144, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982521033058481, "mask_rcnn/false_negative": 0.08332310743142794, "mask_rcnn/false_positive": 0.1077581703231213, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0118617811240256, "total_loss": 0.6988906625192612}
{"data_time": 0.015537414466962218, "eta_seconds": 144458.8838044135, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28345704003598743, "fast_rcnn/fg_cls_accuracy": 0.6814991041795166, "iteration": 126459, "loss_box_reg": 0.21193477557972074, "loss_cls": 0.1636188942939043, "loss_mask": 0.23449944145977497, "loss_rpn_cls": 0.03249703790061176, "loss_rpn_loc": 0.0666300468146801, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055258143403346, "mask_rcnn/false_negative": 0.08420833007855152, "mask_rcnn/false_positive": 0.11173178570603706, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.015522496541962, "total_loss": 0.693429514503805}
{"data_time": 0.013778924709185958, "eta_seconds": 144399.88317657262, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3029207634470792, "fast_rcnn/fg_cls_accuracy": 0.663764880952381, "iteration": 126479, "loss_box_reg": 0.22815480269491673, "loss_cls": 0.18541437946259975, "loss_mask": 0.24402728863060474, "loss_rpn_cls": 0.03499727393500507, "loss_rpn_loc": 0.07737410406116396, "lr": 0.0001, "mask_rcnn/accuracy": 0.895521874234972, "mask_rcnn/false_negative": 0.09975855243256437, "mask_rcnn/false_positive": 0.10408024371818096, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.010214840527624, "total_loss": 0.7932010507211089}
{"data_time": 0.020674053579568863, "eta_seconds": 144375.6680911174, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.36438923395445133, "fast_rcnn/fg_cls_accuracy": 0.626358695652174, "iteration": 126499, "loss_box_reg": 0.23483517207205296, "loss_cls": 0.17837902065366507, "loss_mask": 0.24754980392754078, "loss_rpn_cls": 0.03603386087343097, "loss_rpn_loc": 0.06859844247810543, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865515570478806, "mask_rcnn/false_negative": 0.09709763583066627, "mask_rcnn/false_positive": 0.11498830750068528, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0068244740832597, "total_loss": 0.7842656990978867}
{"data_time": 0.026350838597863913, "eta_seconds": 144348.9770848304, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3102436061812538, "fast_rcnn/fg_cls_accuracy": 0.6693143121631897, "iteration": 126519, "loss_box_reg": 0.21375278756022453, "loss_cls": 0.1653081551194191, "loss_mask": 0.24019699916243553, "loss_rpn_cls": 0.029588228091597557, "loss_rpn_loc": 0.06660291273146868, "lr": 0.0001, "mask_rcnn/accuracy": 0.892707310529209, "mask_rcnn/false_negative": 0.09831683537033509, "mask_rcnn/false_positive": 0.1256200593703261, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9883099743165076, "total_loss": 0.7401165803894401}
{"data_time": 0.014880369883030653, "eta_seconds": 144272.8471424058, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30911444373259417, "fast_rcnn/fg_cls_accuracy": 0.6755045243481367, "iteration": 126539, "loss_box_reg": 0.21466144174337387, "loss_cls": 0.17274488043040037, "loss_mask": 0.24066951125860214, "loss_rpn_cls": 0.027528968290425837, "loss_rpn_loc": 0.06351616280153394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870059611693095, "mask_rcnn/false_negative": 0.09223982777269621, "mask_rcnn/false_positive": 0.12116341217419091, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9930429400410503, "total_loss": 0.7418694992084056}
{"data_time": 0.016934526385739446, "eta_seconds": 144248.0594124645, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.32462590299277605, "fast_rcnn/fg_cls_accuracy": 0.6553879675071924, "iteration": 126559, "loss_box_reg": 0.2049802653491497, "loss_cls": 0.16425468865782022, "loss_mask": 0.2401291374117136, "loss_rpn_cls": 0.035754618933424354, "loss_rpn_loc": 0.0742508671246469, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061519976628376, "mask_rcnn/false_negative": 0.08481462931186357, "mask_rcnn/false_positive": 0.10599718186174956, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9856746320147067, "total_loss": 0.7251237249001861}
{"data_time": 0.020704630063846707, "eta_seconds": 144227.94674383476, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2913373860182371, "fast_rcnn/fg_cls_accuracy": 0.6527846027846027, "iteration": 126579, "loss_box_reg": 0.20685894414782524, "loss_cls": 0.1629163660109043, "loss_mask": 0.24277988635003567, "loss_rpn_cls": 0.02821068628691137, "loss_rpn_loc": 0.06441226205788553, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037111156683457, "mask_rcnn/false_negative": 0.08518404822009834, "mask_rcnn/false_positive": 0.10181105719550307, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.030508022988215, "total_loss": 0.6976114361314103}
{"data_time": 0.018758493242785335, "eta_seconds": 144206.38046558015, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.317490440845704, "fast_rcnn/fg_cls_accuracy": 0.6727943773398319, "iteration": 126599, "loss_box_reg": 0.23766729421913624, "loss_cls": 0.17495475709438324, "loss_mask": 0.24307380989193916, "loss_rpn_cls": 0.034999446012079716, "loss_rpn_loc": 0.06826960202306509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873053002593732, "mask_rcnn/false_negative": 0.10190050750271108, "mask_rcnn/false_positive": 0.12165198297729267, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0044282395392656, "total_loss": 0.7806334003107622}
{"data_time": 0.017563020111992955, "eta_seconds": 144186.26799968537, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.32789680480391425, "fast_rcnn/fg_cls_accuracy": 0.6258971339454797, "iteration": 126619, "loss_box_reg": 0.21429473999887705, "loss_cls": 0.16330641228705645, "loss_mask": 0.23270679078996181, "loss_rpn_cls": 0.02846747764851898, "loss_rpn_loc": 0.06235245079733431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890827877689411, "mask_rcnn/false_negative": 0.10702132628436856, "mask_rcnn/false_positive": 0.103772019876714, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0140860702376813, "total_loss": 0.6907121679978445}
{"data_time": 0.021256181877106428, "eta_seconds": 144100.16650676727, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2685292414591778, "fast_rcnn/fg_cls_accuracy": 0.7193196160732631, "iteration": 126639, "loss_box_reg": 0.22826171666383743, "loss_cls": 0.1838112771511078, "loss_mask": 0.23731572553515434, "loss_rpn_cls": 0.03676398633979261, "loss_rpn_loc": 0.08654359960928559, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001556743463851, "mask_rcnn/false_negative": 0.08168543641464514, "mask_rcnn/false_positive": 0.11614312319762343, "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": 0.9841792976949364, "total_loss": 0.8136743062641472}
{"data_time": 0.01416675909422338, "eta_seconds": 144131.25000026543, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.26988636363636365, "fast_rcnn/fg_cls_accuracy": 0.7301136363636364, "iteration": 126659, "loss_box_reg": 0.20480903796851635, "loss_cls": 0.16711945738643408, "loss_mask": 0.2274441309273243, "loss_rpn_cls": 0.036600706400349736, "loss_rpn_loc": 0.08214539813343436, "lr": 0.0001, "mask_rcnn/accuracy": 0.9138364036535012, "mask_rcnn/false_negative": 0.08957020389080259, "mask_rcnn/false_positive": 0.0905553372146891, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9992177605163306, "total_loss": 0.7180019959341735}
{"data_time": 0.016598090063780546, "eta_seconds": 144100.78807827085, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.28036064476012823, "fast_rcnn/fg_cls_accuracy": 0.7035713505125347, "iteration": 126679, "loss_box_reg": 0.21626506536267698, "loss_cls": 0.17872109822928905, "loss_mask": 0.2381747830659151, "loss_rpn_cls": 0.03915819129906595, "loss_rpn_loc": 0.09580732742324471, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890195186450784, "mask_rcnn/false_negative": 0.09939735583984595, "mask_rcnn/false_positive": 0.10767923829488264, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0127942620310932, "total_loss": 0.7707119071856141}
{"data_time": 0.017335555283352733, "eta_seconds": 144095.43819914106, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.327192375994686, "fast_rcnn/fg_cls_accuracy": 0.6273863241929886, "iteration": 126699, "loss_box_reg": 0.24010645598173141, "loss_cls": 0.17337298206984997, "loss_mask": 0.24360713921487331, "loss_rpn_cls": 0.03648157243151218, "loss_rpn_loc": 0.0895334710367024, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027090331444729, "mask_rcnn/false_negative": 0.08853957350538913, "mask_rcnn/false_positive": 0.11884409353918446, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.0457594606559724, "total_loss": 0.747575324960053}
{"data_time": 0.020735462429001927, "eta_seconds": 144060.5701636523, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2770823095823096, "fast_rcnn/fg_cls_accuracy": 0.688087351245246, "iteration": 126719, "loss_box_reg": 0.2002637330442667, "loss_cls": 0.14851076109334826, "loss_mask": 0.2295454628765583, "loss_rpn_cls": 0.02614137704949826, "loss_rpn_loc": 0.06045091792475432, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026306124593595, "mask_rcnn/false_negative": 0.08157102828228899, "mask_rcnn/false_positive": 0.10377863719829689, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0028152209706604, "total_loss": 0.6713518349570222}
{"data_time": 0.014168432680889964, "eta_seconds": 144067.04539479688, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24326344872419958, "fast_rcnn/fg_cls_accuracy": 0.7370020796672532, "iteration": 126739, "loss_box_reg": 0.21546293422579765, "loss_cls": 0.17037916090339422, "loss_mask": 0.2298167273402214, "loss_rpn_cls": 0.03706701751798391, "loss_rpn_loc": 0.09018244629260153, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009850743449019, "mask_rcnn/false_negative": 0.08409053816889565, "mask_rcnn/false_positive": 0.10664167860977132, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.014676128514111, "total_loss": 0.778164338436909}
{"data_time": 0.021186615573242307, "eta_seconds": 144046.93272616714, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.30652783340008005, "fast_rcnn/fg_cls_accuracy": 0.6638245388245388, "iteration": 126759, "loss_box_reg": 0.21133548207581043, "loss_cls": 0.16887147538363934, "loss_mask": 0.23837746493518353, "loss_rpn_cls": 0.031278423964977264, "loss_rpn_loc": 0.07162571768276393, "lr": 0.0001, "mask_rcnn/accuracy": 0.888370944214554, "mask_rcnn/false_negative": 0.09730327694409133, "mask_rcnn/false_positive": 0.11082910491173695, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0126374554820359, "total_loss": 0.7328736776253209}
{"data_time": 0.022051324835047126, "eta_seconds": 144014.99413036276, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.3202303346371143, "fast_rcnn/fg_cls_accuracy": 0.6645320126940757, "iteration": 126779, "loss_box_reg": 0.22419777512550354, "loss_cls": 0.17894627712666988, "loss_mask": 0.2307974062860012, "loss_rpn_cls": 0.03400468628387898, "loss_rpn_loc": 0.07859677594387904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995052537684844, "mask_rcnn/false_negative": 0.10328007939933982, "mask_rcnn/false_positive": 0.1086826876227194, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9848080410156399, "total_loss": 0.7407539114356041}
{"data_time": 0.01800059271045029, "eta_seconds": 144005.25580663234, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.26996570986118024, "fast_rcnn/fg_cls_accuracy": 0.7087386356411723, "iteration": 126799, "loss_box_reg": 0.21923810709267855, "loss_cls": 0.1797008845023811, "loss_mask": 0.23899203352630138, "loss_rpn_cls": 0.02678767725592479, "loss_rpn_loc": 0.07481153216212988, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947662719100092, "mask_rcnn/false_negative": 0.09404297555795978, "mask_rcnn/false_positive": 0.1071359244294107, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 202.625, "rpn/num_pos_anchors": 53.375, "time": 0.9966975713614374, "total_loss": 0.727427284931764}
{"data_time": 0.015922665130347013, "eta_seconds": 143917.23826687783, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2870390693590869, "fast_rcnn/fg_cls_accuracy": 0.6465023099298466, "iteration": 126819, "loss_box_reg": 0.2266391282901168, "loss_cls": 0.17435899376869202, "loss_mask": 0.2590497303754091, "loss_rpn_cls": 0.034774215426295996, "loss_rpn_loc": 0.07734735496342182, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969717317832699, "mask_rcnn/false_negative": 0.08719117530695203, "mask_rcnn/false_positive": 0.11618159691536567, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9913884804118425, "total_loss": 0.7766030019847676}
{"data_time": 0.016737099504098296, "eta_seconds": 143966.45221947692, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.26173826173826176, "fast_rcnn/fg_cls_accuracy": 0.7060826446280992, "iteration": 126839, "loss_box_reg": 0.20719053409993649, "loss_cls": 0.1664007198996842, "loss_mask": 0.24428313225507736, "loss_rpn_cls": 0.03521657967939973, "loss_rpn_loc": 0.06594297336414456, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919876555782975, "mask_rcnn/false_negative": 0.08907331297243012, "mask_rcnn/false_positive": 0.12350923088036567, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.999504595529288, "total_loss": 0.7198602466378361}
{"data_time": 0.01297857565805316, "eta_seconds": 143975.11987915728, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2898009388823689, "fast_rcnn/fg_cls_accuracy": 0.6818414084637896, "iteration": 126859, "loss_box_reg": 0.20895042829215527, "loss_cls": 0.16885665943846107, "loss_mask": 0.22921362705528736, "loss_rpn_cls": 0.035917128378059715, "loss_rpn_loc": 0.05932235042564571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937340561224489, "mask_rcnn/false_negative": 0.09678422292626446, "mask_rcnn/false_positive": 0.1133909522445017, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0421506180427969, "total_loss": 0.7080462602316402}
{"data_time": 0.017762529430910945, "eta_seconds": 144036.98558613658, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30913761328923783, "fast_rcnn/fg_cls_accuracy": 0.657957141868033, "iteration": 126879, "loss_box_reg": 0.20508650690317154, "loss_cls": 0.15779386460781097, "loss_mask": 0.2381449919193983, "loss_rpn_cls": 0.029054150101728737, "loss_rpn_loc": 0.07144998433068395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928275836965047, "mask_rcnn/false_negative": 0.09650370885018891, "mask_rcnn/false_positive": 0.10864187664822669, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.031355353537947, "total_loss": 0.708315383119043}
{"data_time": 0.018013760447502136, "eta_seconds": 144069.65188386384, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28356950067476383, "fast_rcnn/fg_cls_accuracy": 0.6955682316805616, "iteration": 126899, "loss_box_reg": 0.20887298323214054, "loss_cls": 0.1616887324489653, "loss_mask": 0.23393345065414906, "loss_rpn_cls": 0.02947027189657092, "loss_rpn_loc": 0.07240931503474712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853236311157962, "mask_rcnn/false_negative": 0.11133790996325385, "mask_rcnn/false_positive": 0.1128733558065868, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0322074375580996, "total_loss": 0.6919159485260025}
{"data_time": 0.01342989201657474, "eta_seconds": 144166.56568880193, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2986737400530504, "fast_rcnn/fg_cls_accuracy": 0.6666597424179477, "iteration": 126919, "loss_box_reg": 0.2153800493106246, "loss_cls": 0.18071569688618183, "loss_mask": 0.23430795595049858, "loss_rpn_cls": 0.03205372905358672, "loss_rpn_loc": 0.07187593285925686, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044781961621474, "mask_rcnn/false_negative": 0.0803142373597267, "mask_rcnn/false_positive": 0.12634863056814855, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0320341144688427, "total_loss": 0.7541001916397363}
{"data_time": 0.01458299020305276, "eta_seconds": 144296.6709519364, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.29805996472663143, "fast_rcnn/fg_cls_accuracy": 0.657817520717064, "iteration": 126939, "loss_box_reg": 0.21771454252302647, "loss_cls": 0.17855036724358797, "loss_mask": 0.23862971924245358, "loss_rpn_cls": 0.03383344260510057, "loss_rpn_loc": 0.07404858944937587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986467462025753, "mask_rcnn/false_negative": 0.09419196814039484, "mask_rcnn/false_positive": 0.10978737803123012, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0243676099926233, "total_loss": 0.7572308778762817}
{"data_time": 0.014740053797140718, "eta_seconds": 144276.4980635047, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30588850603002704, "fast_rcnn/fg_cls_accuracy": 0.6542717086834734, "iteration": 126959, "loss_box_reg": 0.21090060286223888, "loss_cls": 0.1791212409734726, "loss_mask": 0.25165330804884434, "loss_rpn_cls": 0.033786649350076914, "loss_rpn_loc": 0.07848646398633718, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069792864738178, "mask_rcnn/false_negative": 0.0827042713501088, "mask_rcnn/false_positive": 0.10595729754264548, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0293846365530044, "total_loss": 0.7722466222476214}
{"data_time": 0.020510699599981308, "eta_seconds": 144169.07678306103, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.33222808461203346, "fast_rcnn/fg_cls_accuracy": 0.6362606200667626, "iteration": 126979, "loss_box_reg": 0.2036666003987193, "loss_cls": 0.1726757767610252, "loss_mask": 0.22513573803007603, "loss_rpn_cls": 0.027728732908144593, "loss_rpn_loc": 0.06214024592190981, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030111565628463, "mask_rcnn/false_negative": 0.08175687513430904, "mask_rcnn/false_positive": 0.10654034976377796, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9973360719159245, "total_loss": 0.6963820504024625}
{"data_time": 0.019358191406354308, "eta_seconds": 144042.81727829948, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28377976190476195, "fast_rcnn/fg_cls_accuracy": 0.6865198490813649, "iteration": 126999, "loss_box_reg": 0.2201883215457201, "loss_cls": 0.16517509706318378, "loss_mask": 0.2443720418959856, "loss_rpn_cls": 0.03512979217339307, "loss_rpn_loc": 0.06591549376025796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966872519185356, "mask_rcnn/false_negative": 0.10541090984485711, "mask_rcnn/false_positive": 0.09796404592379335, "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": 0.9887953118886799, "total_loss": 0.718997574178502}
{"data_time": 0.01711536943912506, "eta_seconds": 144022.6714297291, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30101659587855906, "fast_rcnn/fg_cls_accuracy": 0.6438149871184178, "iteration": 127019, "loss_box_reg": 0.22247316129505634, "loss_cls": 0.18286160938441753, "loss_mask": 0.23811284638941288, "loss_rpn_cls": 0.03291903453646228, "loss_rpn_loc": 0.06745263724587858, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055458810470862, "mask_rcnn/false_negative": 0.07798268532729258, "mask_rcnn/false_positive": 0.10629642552371596, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9957730094902217, "total_loss": 0.7263251023250632}
{"data_time": 0.02081440598703921, "eta_seconds": 143975.18922418356, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3193610396212627, "fast_rcnn/fg_cls_accuracy": 0.6442886110172356, "iteration": 127039, "loss_box_reg": 0.2316085435450077, "loss_cls": 0.17635194305330515, "loss_mask": 0.24139898642897606, "loss_rpn_cls": 0.03430515038780868, "loss_rpn_loc": 0.08739559003151953, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933815082710104, "mask_rcnn/false_negative": 0.0960762395573527, "mask_rcnn/false_positive": 0.1227343626668691, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.9707181721460074, "total_loss": 0.7874347629258409}
{"data_time": 0.015748138539493084, "eta_seconds": 143908.56771683786, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.30093424362199067, "fast_rcnn/fg_cls_accuracy": 0.6840007607981464, "iteration": 127059, "loss_box_reg": 0.21320682391524315, "loss_cls": 0.17453352268785238, "loss_mask": 0.2411128506064415, "loss_rpn_cls": 0.0290654965210706, "loss_rpn_loc": 0.06279763579368591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931473960198115, "mask_rcnn/false_negative": 0.10055272472915816, "mask_rcnn/false_positive": 0.11452221773003737, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.999638412380591, "total_loss": 0.7373739455360919}
{"data_time": 0.018798787612468004, "eta_seconds": 143828.18292106502, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3218759797707166, "fast_rcnn/fg_cls_accuracy": 0.6450615602527784, "iteration": 127079, "loss_box_reg": 0.2248340044170618, "loss_cls": 0.1869858242571354, "loss_mask": 0.22813919559121132, "loss_rpn_cls": 0.0413944972679019, "loss_rpn_loc": 0.08105556317605078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844001043449115, "mask_rcnn/false_negative": 0.10330943879325064, "mask_rcnn/false_positive": 0.11563583264614193, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9841856537386775, "total_loss": 0.7928499281406403}
{"data_time": 0.019340694649145007, "eta_seconds": 143763.873576466, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3254288171897927, "fast_rcnn/fg_cls_accuracy": 0.649930372891846, "iteration": 127099, "loss_box_reg": 0.20373391173779964, "loss_cls": 0.17657254077494144, "loss_mask": 0.23476186394691467, "loss_rpn_cls": 0.03114354657009244, "loss_rpn_loc": 0.06308060139417648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944968841642229, "mask_rcnn/false_negative": 0.1028969961834453, "mask_rcnn/false_positive": 0.10047531069936355, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9929261137731373, "total_loss": 0.7205822425894439}
{"data_time": 0.028386852936819196, "eta_seconds": 143787.92874168605, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31936828251809607, "fast_rcnn/fg_cls_accuracy": 0.6462027712576663, "iteration": 127119, "loss_box_reg": 0.22095148311927915, "loss_cls": 0.18471862562000751, "loss_mask": 0.24468918330967426, "loss_rpn_cls": 0.03420017519965768, "loss_rpn_loc": 0.07294007390737534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974920968094007, "mask_rcnn/false_negative": 0.08152000384330861, "mask_rcnn/false_positive": 0.12919455979514066, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0217697171028703, "total_loss": 0.7845378186320886}
{"data_time": 0.016458735335618258, "eta_seconds": 143881.83713091072, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2629339686861811, "fast_rcnn/fg_cls_accuracy": 0.7149580377428479, "iteration": 127139, "loss_box_reg": 0.2177916280925274, "loss_cls": 0.17333235684782267, "loss_mask": 0.24074827320873737, "loss_rpn_cls": 0.03890790697187185, "loss_rpn_loc": 0.07885604293551296, "lr": 0.0001, "mask_rcnn/accuracy": 0.902537143432798, "mask_rcnn/false_negative": 0.08198326498674977, "mask_rcnn/false_positive": 0.1103092287032873, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.0250523330178112, "total_loss": 0.7410845624981448}
{"data_time": 0.018683250527828932, "eta_seconds": 143766.38967145234, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.28423645320197044, "fast_rcnn/fg_cls_accuracy": 0.6723230490018148, "iteration": 127159, "loss_box_reg": 0.21803511772304773, "loss_cls": 0.1719421250745654, "loss_mask": 0.22605998627841473, "loss_rpn_cls": 0.030055223498493433, "loss_rpn_loc": 0.05806529050460085, "lr": 0.0001, "mask_rcnn/accuracy": 0.9149907279295899, "mask_rcnn/false_negative": 0.07076852606061718, "mask_rcnn/false_positive": 0.10275822055373802, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0090649097692221, "total_loss": 0.7230775746284053}
{"data_time": 0.01470712455920875, "eta_seconds": 143791.03701586835, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2577372262773723, "fast_rcnn/fg_cls_accuracy": 0.7123479318734793, "iteration": 127179, "loss_box_reg": 0.2024381933733821, "loss_cls": 0.15539574576541781, "loss_mask": 0.23498614318668842, "loss_rpn_cls": 0.028331092558801174, "loss_rpn_loc": 0.05695166508667171, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008141704549117, "mask_rcnn/false_negative": 0.08579068755949512, "mask_rcnn/false_positive": 0.1178037001093907, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9701570756733418, "total_loss": 0.6662636528490111}
{"data_time": 0.017288725590333343, "eta_seconds": 143707.4203829281, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.27179372996081225, "fast_rcnn/fg_cls_accuracy": 0.7063194614619521, "iteration": 127199, "loss_box_reg": 0.21430297940969467, "loss_cls": 0.1680836584419012, "loss_mask": 0.22998245991766453, "loss_rpn_cls": 0.029274770931806415, "loss_rpn_loc": 0.053201218717731535, "lr": 0.0001, "mask_rcnn/accuracy": 0.9123481766776297, "mask_rcnn/false_negative": 0.06962074611179539, "mask_rcnn/false_positive": 0.10011208832116211, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 236.875, "rpn/num_pos_anchors": 19.125, "time": 1.006147530861199, "total_loss": 0.7036772281862795}
{"data_time": 0.014417596394196153, "eta_seconds": 143793.91100607812, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31633111941331116, "fast_rcnn/fg_cls_accuracy": 0.6332202623247399, "iteration": 127219, "loss_box_reg": 0.22278754599392414, "loss_cls": 0.197535568382591, "loss_mask": 0.23955612070858479, "loss_rpn_cls": 0.03337476006709039, "loss_rpn_loc": 0.07993844721931964, "lr": 0.0001, "mask_rcnn/accuracy": 0.892352278704283, "mask_rcnn/false_negative": 0.09557043336258911, "mask_rcnn/false_positive": 0.10486927463389487, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0343741001561284, "total_loss": 0.7718696842202917}
{"data_time": 0.01994914305396378, "eta_seconds": 143667.16620354913, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2850826972010178, "fast_rcnn/fg_cls_accuracy": 0.6760650224215247, "iteration": 127239, "loss_box_reg": 0.22087744623422623, "loss_cls": 0.17907129414379597, "loss_mask": 0.2404106892645359, "loss_rpn_cls": 0.03308876033406705, "loss_rpn_loc": 0.07905162847600877, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033707623864877, "mask_rcnn/false_negative": 0.09181660716325522, "mask_rcnn/false_positive": 0.10370688823694722, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9681461944710463, "total_loss": 0.7586597790941596}
{"data_time": 0.015448752557858825, "eta_seconds": 143710.4930937197, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2745236414961185, "fast_rcnn/fg_cls_accuracy": 0.7012677648578811, "iteration": 127259, "loss_box_reg": 0.21125782607123256, "loss_cls": 0.17276474088430405, "loss_mask": 0.23420359194278717, "loss_rpn_cls": 0.033876282861456275, "loss_rpn_loc": 0.07702533714473248, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004755272165836, "mask_rcnn/false_negative": 0.07848780833424397, "mask_rcnn/false_positive": 0.10950347091045179, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0099556313361973, "total_loss": 0.7232885116245598}
{"data_time": 0.02290621167048812, "eta_seconds": 143563.7705206871, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.32464114832535884, "fast_rcnn/fg_cls_accuracy": 0.6547235023041474, "iteration": 127279, "loss_box_reg": 0.20220205280929804, "loss_cls": 0.16677591623738408, "loss_mask": 0.22711870446801186, "loss_rpn_cls": 0.02788553258869797, "loss_rpn_loc": 0.07223495951620862, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991885473701675, "mask_rcnn/false_negative": 0.0895966476753591, "mask_rcnn/false_positive": 0.1209550750746947, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9714951135683805, "total_loss": 0.6707722367136739}
{"data_time": 0.016550463158637285, "eta_seconds": 143492.10768330377, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2669564629072088, "fast_rcnn/fg_cls_accuracy": 0.6885099782377182, "iteration": 127299, "loss_box_reg": 0.22155036590993404, "loss_cls": 0.1896778680384159, "loss_mask": 0.23612242192029953, "loss_rpn_cls": 0.04019417508970946, "loss_rpn_loc": 0.0770752215757966, "lr": 0.0001, "mask_rcnn/accuracy": 0.9094035018621468, "mask_rcnn/false_negative": 0.07972540574882735, "mask_rcnn/false_positive": 0.09678104087625031, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9876608191989362, "total_loss": 0.759571245755069}
{"data_time": 0.015132631408050656, "eta_seconds": 143343.31204611808, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2964041548076641, "fast_rcnn/fg_cls_accuracy": 0.6667750868910656, "iteration": 127319, "loss_box_reg": 0.2052496885880828, "loss_cls": 0.17306810058653355, "loss_mask": 0.24584682285785675, "loss_rpn_cls": 0.031007651472464204, "loss_rpn_loc": 0.09039350249804556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925143197659378, "mask_rcnn/false_negative": 0.09560466204033138, "mask_rcnn/false_positive": 0.11606776596440302, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9958090449217707, "total_loss": 0.7631625417852774}
{"data_time": 0.014744279673323035, "eta_seconds": 143260.36216071807, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3138947368421052, "fast_rcnn/fg_cls_accuracy": 0.6651062601440041, "iteration": 127339, "loss_box_reg": 0.22842570208013058, "loss_cls": 0.19413561187684536, "loss_mask": 0.2478896677494049, "loss_rpn_cls": 0.03106291004223749, "loss_rpn_loc": 0.07089295727200806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844064953458881, "mask_rcnn/false_negative": 0.11221742828862993, "mask_rcnn/false_positive": 0.11848630510975922, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.0010562313254923, "total_loss": 0.7936912088189274}
{"data_time": 0.019008405972272158, "eta_seconds": 143214.1053306125, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26952583544911823, "fast_rcnn/fg_cls_accuracy": 0.6513806706114398, "iteration": 127359, "loss_box_reg": 0.21574637480080128, "loss_cls": 0.17518820613622665, "loss_mask": 0.246370580047369, "loss_rpn_cls": 0.035549582447856665, "loss_rpn_loc": 0.09290675539523363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997575998198921, "mask_rcnn/false_negative": 0.08362919966818277, "mask_rcnn/false_positive": 0.10764414208006948, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0170919501688331, "total_loss": 0.7640246351948008}
{"data_time": 0.015658349497243762, "eta_seconds": 143123.98356837686, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2737858291445985, "fast_rcnn/fg_cls_accuracy": 0.702046965918537, "iteration": 127379, "loss_box_reg": 0.2283025560900569, "loss_cls": 0.17889114608988166, "loss_mask": 0.24082805775105953, "loss_rpn_cls": 0.03061112842988223, "loss_rpn_loc": 0.06243035616353154, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047260575834297, "mask_rcnn/false_negative": 0.08284431086325036, "mask_rcnn/false_positive": 0.10773031899086452, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0003257493954152, "total_loss": 0.7540700841927901}
{"data_time": 0.017342269653454423, "eta_seconds": 143103.91289335676, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29930269252303154, "fast_rcnn/fg_cls_accuracy": 0.6863954612705181, "iteration": 127399, "loss_box_reg": 0.20744088292121887, "loss_cls": 0.17151608131825924, "loss_mask": 0.2458348646759987, "loss_rpn_cls": 0.039515258627943695, "loss_rpn_loc": 0.0762665948132053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984548614271757, "mask_rcnn/false_negative": 0.09231942024630085, "mask_rcnn/false_positive": 0.11240980795341128, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0102775327395648, "total_loss": 0.7763482254231349}
{"data_time": 0.018537996103987098, "eta_seconds": 143083.84221833665, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3317193024510098, "fast_rcnn/fg_cls_accuracy": 0.6136656136656137, "iteration": 127419, "loss_box_reg": 0.2362180706113577, "loss_cls": 0.19228983484208584, "loss_mask": 0.2462333682924509, "loss_rpn_cls": 0.03917080315295607, "loss_rpn_loc": 0.0870189224369824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954094659173346, "mask_rcnn/false_negative": 0.10112750125377384, "mask_rcnn/false_positive": 0.10925817118732163, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.9743324529845268, "total_loss": 0.8133450055029243}
{"data_time": 0.020047185476869345, "eta_seconds": 143091.72513339669, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3367816091954023, "fast_rcnn/fg_cls_accuracy": 0.6516139069485614, "iteration": 127439, "loss_box_reg": 0.21562644839286804, "loss_cls": 0.17675889376550913, "loss_mask": 0.2361247967928648, "loss_rpn_cls": 0.031061054614838213, "loss_rpn_loc": 0.06705191358923912, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001816036392878, "mask_rcnn/false_negative": 0.09062509851656883, "mask_rcnn/false_positive": 0.1184740214382933, "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": 1.0182068655267358, "total_loss": 0.721411662758328}
{"data_time": 0.015822731889784336, "eta_seconds": 143097.62796088122, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3190915451465606, "fast_rcnn/fg_cls_accuracy": 0.6539714980114892, "iteration": 127459, "loss_box_reg": 0.23227841220796108, "loss_cls": 0.17968288157135248, "loss_mask": 0.23707730695605278, "loss_rpn_cls": 0.03200583055149764, "loss_rpn_loc": 0.07498604455031455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952553947972958, "mask_rcnn/false_negative": 0.08443888513357088, "mask_rcnn/false_positive": 0.11742873129196152, "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": 1.0389351642224938, "total_loss": 0.7634673627326265}
{"data_time": 0.022104325937107205, "eta_seconds": 143093.62234800123, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2744372294372294, "fast_rcnn/fg_cls_accuracy": 0.6989440272187876, "iteration": 127479, "loss_box_reg": 0.22343217860907316, "loss_cls": 0.1753212669864297, "loss_mask": 0.2361900769174099, "loss_rpn_cls": 0.03981638862751424, "loss_rpn_loc": 0.08185844891704619, "lr": 0.0001, "mask_rcnn/accuracy": 0.897769048280791, "mask_rcnn/false_negative": 0.07511395671625107, "mask_rcnn/false_positive": 0.10999954000379333, "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": 1.0131816775538027, "total_loss": 0.7584539969684556}
{"data_time": 0.017455711727961898, "eta_seconds": 143057.47147765942, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27425703985189515, "fast_rcnn/fg_cls_accuracy": 0.6968966776195692, "iteration": 127499, "loss_box_reg": 0.21716020070016384, "loss_cls": 0.17843556590378284, "loss_mask": 0.2373933605849743, "loss_rpn_cls": 0.031282000010833144, "loss_rpn_loc": 0.0646480331197381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957885531714547, "mask_rcnn/false_negative": 0.09522443649133543, "mask_rcnn/false_positive": 0.10039312378531104, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0000198285561055, "total_loss": 0.7712391915265471}
{"data_time": 0.01700385008007288, "eta_seconds": 143037.39323604852, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3070152805252143, "fast_rcnn/fg_cls_accuracy": 0.6597534295175024, "iteration": 127519, "loss_box_reg": 0.2103745210915804, "loss_cls": 0.16916485223919153, "loss_mask": 0.24131225608289242, "loss_rpn_cls": 0.03424785519018769, "loss_rpn_loc": 0.07802473613992333, "lr": 0.0001, "mask_rcnn/accuracy": 0.900697324762624, "mask_rcnn/false_negative": 0.08317543096284287, "mask_rcnn/false_positive": 0.11014943090495116, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9940927086863667, "total_loss": 0.7367073089117184}
{"data_time": 0.019134850008413196, "eta_seconds": 143122.28927733377, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.30660003023203086, "fast_rcnn/fg_cls_accuracy": 0.6748278088678433, "iteration": 127539, "loss_box_reg": 0.2199427061714232, "loss_cls": 0.16243517678231, "loss_mask": 0.24355616979300976, "loss_rpn_cls": 0.036959055345505476, "loss_rpn_loc": 0.07554275239817798, "lr": 0.0001, "mask_rcnn/accuracy": 0.900262878707714, "mask_rcnn/false_negative": 0.0960908547530604, "mask_rcnn/false_positive": 0.10730646588855544, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0099064083769917, "total_loss": 0.7535390546545386}
{"data_time": 0.016389873810112476, "eta_seconds": 143243.6397315748, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29179949179949183, "fast_rcnn/fg_cls_accuracy": 0.6717948717948719, "iteration": 127559, "loss_box_reg": 0.20400520414113998, "loss_cls": 0.17346607986837626, "loss_mask": 0.23640333488583565, "loss_rpn_cls": 0.037929323385469615, "loss_rpn_loc": 0.06398641876876354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019428356928357, "mask_rcnn/false_negative": 0.0807262128934281, "mask_rcnn/false_positive": 0.1301806454508847, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.02314057899639, "total_loss": 0.7025583361973986}
{"data_time": 0.015932126436382532, "eta_seconds": 143124.18936328497, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2633066415449835, "fast_rcnn/fg_cls_accuracy": 0.6546772336246021, "iteration": 127579, "loss_box_reg": 0.22760829888284206, "loss_cls": 0.1917366087436676, "loss_mask": 0.2312960270792246, "loss_rpn_cls": 0.036890560877509415, "loss_rpn_loc": 0.09261877369135618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887542648843801, "mask_rcnn/false_negative": 0.0953265160955038, "mask_rcnn/false_positive": 0.11802296898629505, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9916862261015922, "total_loss": 0.7881005604285747}
{"data_time": 0.025548669742420316, "eta_seconds": 143230.80250658095, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3222027972027972, "fast_rcnn/fg_cls_accuracy": 0.6627020038784744, "iteration": 127599, "loss_box_reg": 0.23182524740695953, "loss_cls": 0.18594467733055353, "loss_mask": 0.2287325169891119, "loss_rpn_cls": 0.03437499585561454, "loss_rpn_loc": 0.06421708327252418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999590216270841, "mask_rcnn/false_negative": 0.09439515943046486, "mask_rcnn/false_positive": 0.1027396217432395, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0677835973910987, "total_loss": 0.7611396042630076}
{"data_time": 0.01612402545288205, "eta_seconds": 143133.91695694998, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2975159625645063, "fast_rcnn/fg_cls_accuracy": 0.6843612153757637, "iteration": 127619, "loss_box_reg": 0.21180768683552742, "loss_cls": 0.17549303080886602, "loss_mask": 0.23844248056411743, "loss_rpn_cls": 0.030622172285802662, "loss_rpn_loc": 0.06550600286573172, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890064096879734, "mask_rcnn/false_negative": 0.09308935019491678, "mask_rcnn/false_positive": 0.11564657320088984, "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": 0.9907430724706501, "total_loss": 0.7255400392459705}
{"data_time": 0.015586833469569683, "eta_seconds": 143167.31896813028, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33563057982373967, "fast_rcnn/fg_cls_accuracy": 0.6308320092445472, "iteration": 127639, "loss_box_reg": 0.20663103554397821, "loss_cls": 0.18447323516011238, "loss_mask": 0.23114699497818947, "loss_rpn_cls": 0.02959949045907706, "loss_rpn_loc": 0.07890854531433433, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941557011029921, "mask_rcnn/false_negative": 0.08763381402272988, "mask_rcnn/false_positive": 0.12048707648984844, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0062150384765118, "total_loss": 0.7339788877288811}
{"data_time": 0.021525267511606216, "eta_seconds": 143034.5841895789, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2889106008793356, "fast_rcnn/fg_cls_accuracy": 0.6527266028002947, "iteration": 127659, "loss_box_reg": 0.22776846773922443, "loss_cls": 0.182058060541749, "loss_mask": 0.24302362464368343, "loss_rpn_cls": 0.033061470836400986, "loss_rpn_loc": 0.06406464450992644, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030605737192836, "mask_rcnn/false_negative": 0.09832910393759002, "mask_rcnn/false_positive": 0.10434088100745795, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9814165192656219, "total_loss": 0.7483750403625891}
{"data_time": 0.0152559420093894, "eta_seconds": 142904.13997186348, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2626547107855519, "fast_rcnn/fg_cls_accuracy": 0.6643940811426077, "iteration": 127679, "loss_box_reg": 0.21230703499168158, "loss_cls": 0.17968804854899645, "loss_mask": 0.21633561328053474, "loss_rpn_cls": 0.03212286229245365, "loss_rpn_loc": 0.07048019045032561, "lr": 0.0001, "mask_rcnn/accuracy": 0.9082630183407339, "mask_rcnn/false_negative": 0.07485193058605719, "mask_rcnn/false_positive": 0.10351599725841845, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9951771709602326, "total_loss": 0.7378699162509292}
{"data_time": 0.02504500956274569, "eta_seconds": 142852.19589241315, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.31630244930067597, "fast_rcnn/fg_cls_accuracy": 0.6585578858948548, "iteration": 127699, "loss_box_reg": 0.20992793701589108, "loss_cls": 0.17945432476699352, "loss_mask": 0.2378796972334385, "loss_rpn_cls": 0.03544419095851481, "loss_rpn_loc": 0.06692043738439679, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037156523266123, "mask_rcnn/false_negative": 0.09426751570410269, "mask_rcnn/false_positive": 0.09923805335148642, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0227106532547623, "total_loss": 0.7261365635786206}
{"data_time": 0.015909527894109488, "eta_seconds": 142894.58945042454, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3300374200925108, "fast_rcnn/fg_cls_accuracy": 0.6448097690052206, "iteration": 127719, "loss_box_reg": 0.23557274788618088, "loss_cls": 0.18370642513036728, "loss_mask": 0.24515292793512344, "loss_rpn_cls": 0.04097399197053164, "loss_rpn_loc": 0.07812541676685214, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867899820529542, "mask_rcnn/false_negative": 0.09707784656756578, "mask_rcnn/false_positive": 0.12980545069255067, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.0231420362833887, "total_loss": 0.7857056614011526}
{"data_time": 0.02446991903707385, "eta_seconds": 142874.50305887964, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.293236347844968, "fast_rcnn/fg_cls_accuracy": 0.677584807661094, "iteration": 127739, "loss_box_reg": 0.19565501064062119, "loss_cls": 0.16210274677723646, "loss_mask": 0.2259328979998827, "loss_rpn_cls": 0.03303423663601279, "loss_rpn_loc": 0.05250158195849508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979159697417196, "mask_rcnn/false_negative": 0.08722512115636037, "mask_rcnn/false_positive": 0.09506033592299531, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0258281831629574, "total_loss": 0.693047859123908}
{"data_time": 0.026561151957139373, "eta_seconds": 142965.8963195607, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.330518018018018, "fast_rcnn/fg_cls_accuracy": 0.6615505335844318, "iteration": 127759, "loss_box_reg": 0.20144777838140726, "loss_cls": 0.1733758496120572, "loss_mask": 0.24218152090907097, "loss_rpn_cls": 0.033476681681349874, "loss_rpn_loc": 0.062491622287780046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958160533578744, "mask_rcnn/false_negative": 0.0936021555022333, "mask_rcnn/false_positive": 0.10830395174236743, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.061617769766599, "total_loss": 0.6892776277381927}
{"data_time": 0.014027678407728672, "eta_seconds": 142959.53135278076, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29057267653482166, "fast_rcnn/fg_cls_accuracy": 0.6814680257005417, "iteration": 127779, "loss_box_reg": 0.2076659332960844, "loss_cls": 0.16196256317198277, "loss_mask": 0.2407823670655489, "loss_rpn_cls": 0.035159549792297184, "loss_rpn_loc": 0.08055387355852872, "lr": 0.0001, "mask_rcnn/accuracy": 0.891300642719858, "mask_rcnn/false_negative": 0.09851273080306003, "mask_rcnn/false_positive": 0.12054076822937035, "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": 0.9817064886447042, "total_loss": 0.7224572054110467}
{"data_time": 0.01964199123904109, "eta_seconds": 142997.86365623586, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2979591836734694, "fast_rcnn/fg_cls_accuracy": 0.6816706570896516, "iteration": 127799, "loss_box_reg": 0.19294936675578356, "loss_cls": 0.16156789287924767, "loss_mask": 0.2272170577198267, "loss_rpn_cls": 0.03563949977979064, "loss_rpn_loc": 0.0742760063149035, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044757160795214, "mask_rcnn/false_negative": 0.0788765907722897, "mask_rcnn/false_positive": 0.10053546795143078, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 234.125, "rpn/num_pos_anchors": 21.875, "time": 1.0145612838678062, "total_loss": 0.691581555060111}
{"data_time": 0.01901999651454389, "eta_seconds": 143196.77803687286, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.33785965942454493, "fast_rcnn/fg_cls_accuracy": 0.6531855549031121, "iteration": 127819, "loss_box_reg": 0.21153784170746803, "loss_cls": 0.17695316392928362, "loss_mask": 0.241041274741292, "loss_rpn_cls": 0.033436129917390645, "loss_rpn_loc": 0.059802199713885784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946762790978715, "mask_rcnn/false_negative": 0.09255669693551835, "mask_rcnn/false_positive": 0.14015639560898818, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0428464659489691, "total_loss": 0.7312901775585487}
{"data_time": 0.014329290250316262, "eta_seconds": 143267.96908674762, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.29273504273504275, "fast_rcnn/fg_cls_accuracy": 0.6897513952308473, "iteration": 127839, "loss_box_reg": 0.20539911277592182, "loss_cls": 0.18271855171769857, "loss_mask": 0.2233578786253929, "loss_rpn_cls": 0.037086960626766086, "loss_rpn_loc": 0.06204008043278009, "lr": 0.0001, "mask_rcnn/accuracy": 0.9160183118790756, "mask_rcnn/false_negative": 0.07694694255179445, "mask_rcnn/false_positive": 0.09916373041373042, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0216726788785309, "total_loss": 0.7402821249561384}
{"data_time": 0.022369342390447855, "eta_seconds": 142980.86477842648, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31019549280477876, "fast_rcnn/fg_cls_accuracy": 0.6651568283654783, "iteration": 127859, "loss_box_reg": 0.2187093049287796, "loss_cls": 0.16897362656891346, "loss_mask": 0.24572359211742878, "loss_rpn_cls": 0.03454125626012683, "loss_rpn_loc": 0.08057230873964727, "lr": 0.0001, "mask_rcnn/accuracy": 0.894914486186168, "mask_rcnn/false_negative": 0.10031379434724336, "mask_rcnn/false_positive": 0.10888350946992519, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.004777567461133, "total_loss": 0.7670584376901388}
{"data_time": 0.01571801188401878, "eta_seconds": 142775.53880244493, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2965546018121126, "fast_rcnn/fg_cls_accuracy": 0.6900704809286899, "iteration": 127879, "loss_box_reg": 0.2170015573501587, "loss_cls": 0.1753593236207962, "loss_mask": 0.242859348654747, "loss_rpn_cls": 0.03045391757041216, "loss_rpn_loc": 0.07284845691174269, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056388731581845, "mask_rcnn/false_negative": 0.07710786126245242, "mask_rcnn/false_positive": 0.10851660203501312, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9530409893486649, "total_loss": 0.7516028260579333}
{"data_time": 0.016078847693279386, "eta_seconds": 142683.23700113688, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.32029432708283884, "fast_rcnn/fg_cls_accuracy": 0.6572822822822824, "iteration": 127899, "loss_box_reg": 0.22383138164877892, "loss_cls": 0.1772900577634573, "loss_mask": 0.24034725315868855, "loss_rpn_cls": 0.038385323830880225, "loss_rpn_loc": 0.07870773610193282, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899207218434912, "mask_rcnn/false_negative": 0.09749317788459806, "mask_rcnn/false_positive": 0.10523641840170085, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.986034085508436, "total_loss": 0.7926076357252896}
{"data_time": 0.01365249464288354, "eta_seconds": 142631.34218126535, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29959119204682705, "fast_rcnn/fg_cls_accuracy": 0.6479461756373938, "iteration": 127919, "loss_box_reg": 0.21369748748838902, "loss_cls": 0.177651921287179, "loss_mask": 0.24412405118346214, "loss_rpn_cls": 0.03511366969905794, "loss_rpn_loc": 0.07294484949670732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950393759869137, "mask_rcnn/false_negative": 0.09448810739156174, "mask_rcnn/false_positive": 0.12578240829401469, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0452319441828877, "total_loss": 0.7681911762338132}
{"data_time": 0.01929240906611085, "eta_seconds": 142494.0035836585, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2728224427865311, "fast_rcnn/fg_cls_accuracy": 0.7039608814915919, "iteration": 127939, "loss_box_reg": 0.2069911900907755, "loss_cls": 0.16412891820073128, "loss_mask": 0.24061108008027077, "loss_rpn_cls": 0.032906102016568184, "loss_rpn_loc": 0.06089485628763214, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058738305985747, "mask_rcnn/false_negative": 0.08042744999986186, "mask_rcnn/false_positive": 0.10867715377732032, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9669909323565662, "total_loss": 0.7019659554352984}
{"data_time": 0.015876875026151538, "eta_seconds": 142333.24713654816, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3238825387975095, "fast_rcnn/fg_cls_accuracy": 0.6353686963443061, "iteration": 127959, "loss_box_reg": 0.22642691992223263, "loss_cls": 0.18878587894141674, "loss_mask": 0.23584355227649212, "loss_rpn_cls": 0.03274388727732003, "loss_rpn_loc": 0.07966259052045643, "lr": 0.0001, "mask_rcnn/accuracy": 0.908657116955546, "mask_rcnn/false_negative": 0.0832333345412493, "mask_rcnn/false_positive": 0.10481725601275521, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.978878702968359, "total_loss": 0.7550079093780369}
{"data_time": 0.018317946000024676, "eta_seconds": 142323.312026239, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2936506148925627, "fast_rcnn/fg_cls_accuracy": 0.6671602828244989, "iteration": 127979, "loss_box_reg": 0.19975147303193808, "loss_cls": 0.16551474621519446, "loss_mask": 0.23177646845579147, "loss_rpn_cls": 0.029702080180868506, "loss_rpn_loc": 0.06906353251542896, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059853330037428, "mask_rcnn/false_negative": 0.07748992677679345, "mask_rcnn/false_positive": 0.09839485498312794, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9970233470667154, "total_loss": 0.6896999791497365}
{"data_time": 0.016677017556503415, "eta_seconds": 142404.9178189598, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31094947939335094, "fast_rcnn/fg_cls_accuracy": 0.6870584887341391, "iteration": 127999, "loss_box_reg": 0.2056822068989277, "loss_cls": 0.16551273316144943, "loss_mask": 0.2355119064450264, "loss_rpn_cls": 0.03129528590943664, "loss_rpn_loc": 0.0641303553711623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986483950747902, "mask_rcnn/false_negative": 0.0928789171368897, "mask_rcnn/false_positive": 0.1124156298218281, "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": 1.0394921118859202, "total_loss": 0.7092293606838211}
{"data_time": 0.01654380257241428, "eta_seconds": 142384.86078828108, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3096520298260149, "fast_rcnn/fg_cls_accuracy": 0.6711308611707019, "iteration": 128019, "loss_box_reg": 0.2364639677107334, "loss_cls": 0.1897074580192566, "loss_mask": 0.24271041713654995, "loss_rpn_cls": 0.03033971367403865, "loss_rpn_loc": 0.07608712394721806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918764802757841, "mask_rcnn/false_negative": 0.09700348391239173, "mask_rcnn/false_positive": 0.11570767322567371, "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": 0.9912381086032838, "total_loss": 0.7921358927269466}
{"data_time": 0.013315547490492463, "eta_seconds": 142491.89184548333, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30552100076874694, "fast_rcnn/fg_cls_accuracy": 0.6400722471350273, "iteration": 128039, "loss_box_reg": 0.21839403826743364, "loss_cls": 0.17757019773125648, "loss_mask": 0.24595503695309162, "loss_rpn_cls": 0.032693501038011163, "loss_rpn_loc": 0.08127434831112623, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992709709395554, "mask_rcnn/false_negative": 0.09571955461064839, "mask_rcnn/false_positive": 0.10430860704482978, "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": 1.024846889777109, "total_loss": 0.7581556444638409}
{"data_time": 0.02388248103670776, "eta_seconds": 142584.62563327048, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2859160070698532, "fast_rcnn/fg_cls_accuracy": 0.68043866803172, "iteration": 128059, "loss_box_reg": 0.20709327328950167, "loss_cls": 0.17089924681931734, "loss_mask": 0.2376975417137146, "loss_rpn_cls": 0.0330414567142725, "loss_rpn_loc": 0.06143581902142614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951870588203006, "mask_rcnn/false_negative": 0.09741900079056195, "mask_rcnn/false_positive": 0.09993372002982934, "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": 1.0150140889454633, "total_loss": 0.7355744783999398}
{"data_time": 0.01990663236938417, "eta_seconds": 142584.17737402022, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.2552573874908635, "fast_rcnn/fg_cls_accuracy": 0.7185792349726776, "iteration": 128079, "loss_box_reg": 0.20757303945720196, "loss_cls": 0.16330597223713994, "loss_mask": 0.22039134800434113, "loss_rpn_cls": 0.03212105482816696, "loss_rpn_loc": 0.06659065803978592, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052815971661983, "mask_rcnn/false_negative": 0.08311574993784382, "mask_rcnn/false_positive": 0.09549910358647043, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0049904028419405, "total_loss": 0.7158478867495432}
{"data_time": 0.014221465913578868, "eta_seconds": 142592.43709780276, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3127062706270627, "fast_rcnn/fg_cls_accuracy": 0.6570220128808998, "iteration": 128099, "loss_box_reg": 0.21972854807972908, "loss_cls": 0.18025412410497665, "loss_mask": 0.23350880853831768, "loss_rpn_cls": 0.03282837220467627, "loss_rpn_loc": 0.08060721540823579, "lr": 0.0001, "mask_rcnn/accuracy": 0.897159548288591, "mask_rcnn/false_negative": 0.09270443180497716, "mask_rcnn/false_positive": 0.11267215467737852, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9964765717741102, "total_loss": 0.7493760900106281}
{"data_time": 0.02105670399032533, "eta_seconds": 142604.05912415124, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.30244797139117774, "fast_rcnn/fg_cls_accuracy": 0.6900772364467548, "iteration": 128119, "loss_box_reg": 0.23104500025510788, "loss_cls": 0.17380805127322674, "loss_mask": 0.23667549155652523, "loss_rpn_cls": 0.03450956882443279, "loss_rpn_loc": 0.07290772162377834, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986571873697328, "mask_rcnn/false_negative": 0.09405695053486579, "mask_rcnn/false_positive": 0.1223144024751818, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 1.0396535163745284, "total_loss": 0.7781564787728712}
{"data_time": 0.014130159979686141, "eta_seconds": 142583.9570577396, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34685314685314683, "fast_rcnn/fg_cls_accuracy": 0.632027972027972, "iteration": 128139, "loss_box_reg": 0.22827464900910854, "loss_cls": 0.16238354612141848, "loss_mask": 0.23841076530516148, "loss_rpn_cls": 0.0348504675203003, "loss_rpn_loc": 0.0641112846788019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8795302102435725, "mask_rcnn/false_negative": 0.101930989057711, "mask_rcnn/false_positive": 0.1386179839927083, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.016592573840171, "total_loss": 0.7469437434338033}
{"data_time": 0.014215245144441724, "eta_seconds": 142532.14431256056, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28785646733595227, "fast_rcnn/fg_cls_accuracy": 0.6842144161055969, "iteration": 128159, "loss_box_reg": 0.21220875158905983, "loss_cls": 0.18796631880104542, "loss_mask": 0.236817616969347, "loss_rpn_cls": 0.032968675484880805, "loss_rpn_loc": 0.07752185012213886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984570291540681, "mask_rcnn/false_negative": 0.087479561821403, "mask_rcnn/false_positive": 0.11255318956269036, "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": 1.003031238913536, "total_loss": 0.7405981121119112}
{"data_time": 0.014826407190412283, "eta_seconds": 142616.25361101702, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23418029164825452, "fast_rcnn/fg_cls_accuracy": 0.7240990567810304, "iteration": 128179, "loss_box_reg": 0.22400299832224846, "loss_cls": 0.18687071837484837, "loss_mask": 0.23587158508598804, "loss_rpn_cls": 0.037604594486765563, "loss_rpn_loc": 0.07475186861120164, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040629247510781, "mask_rcnn/false_negative": 0.08717502954557346, "mask_rcnn/false_positive": 0.09841881960073325, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0570752650965005, "total_loss": 0.731965737300925}
{"data_time": 0.019131836015731096, "eta_seconds": 142550.84579642862, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.27000650618087185, "fast_rcnn/fg_cls_accuracy": 0.7128432494279177, "iteration": 128199, "loss_box_reg": 0.2279435619711876, "loss_cls": 0.17243765201419592, "loss_mask": 0.24807863496243954, "loss_rpn_cls": 0.03706912382040173, "loss_rpn_loc": 0.09153173957020044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913115772986002, "mask_rcnn/false_negative": 0.10256658784734314, "mask_rcnn/false_positive": 0.12495140284222628, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9911694279871881, "total_loss": 0.7839019327657297}
{"data_time": 0.018155305413529277, "eta_seconds": 142471.85152731836, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27932389158495924, "fast_rcnn/fg_cls_accuracy": 0.6911162314388121, "iteration": 128219, "loss_box_reg": 0.2542379256337881, "loss_cls": 0.18999594543129206, "loss_mask": 0.2477588038891554, "loss_rpn_cls": 0.039298171643167734, "loss_rpn_loc": 0.09407346753869206, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014447609309573, "mask_rcnn/false_negative": 0.08650262877086287, "mask_rcnn/false_positive": 0.10732170540027976, "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": 1.0251417299732566, "total_loss": 0.8613893361762166}
{"data_time": 0.023597793886438012, "eta_seconds": 142510.63399225473, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2502122060945591, "fast_rcnn/fg_cls_accuracy": 0.7211198540312465, "iteration": 128239, "loss_box_reg": 0.19417015183717012, "loss_cls": 0.15143678057938814, "loss_mask": 0.22791590727865696, "loss_rpn_cls": 0.030247279908508062, "loss_rpn_loc": 0.04999116010731086, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070553091894555, "mask_rcnn/false_negative": 0.07801934445977968, "mask_rcnn/false_positive": 0.10687383393764832, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.999853725079447, "total_loss": 0.6744158829678781}
{"data_time": 0.014985235640779138, "eta_seconds": 142490.5280901678, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3092171717171717, "fast_rcnn/fg_cls_accuracy": 0.6410984848484849, "iteration": 128259, "loss_box_reg": 0.21789202839136124, "loss_cls": 0.18642922211438417, "loss_mask": 0.2373169492930174, "loss_rpn_cls": 0.02699371473863721, "loss_rpn_loc": 0.05991782224737108, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897467798594847, "mask_rcnn/false_negative": 0.09112523983232065, "mask_rcnn/false_positive": 0.12023312602601757, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0073493933305144, "total_loss": 0.7290974141797051}
{"data_time": 0.015525388764217496, "eta_seconds": 142715.17079609446, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.29142720306513414, "fast_rcnn/fg_cls_accuracy": 0.688508064516129, "iteration": 128279, "loss_box_reg": 0.21436453983187675, "loss_cls": 0.17098326236009598, "loss_mask": 0.24112259782850742, "loss_rpn_cls": 0.0270493037533015, "loss_rpn_loc": 0.06371305137872696, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047599046338966, "mask_rcnn/false_negative": 0.08605059273004831, "mask_rcnn/false_positive": 0.10725089470855448, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.0512679084204137, "total_loss": 0.7442565668607131}
{"data_time": 0.017071185633540154, "eta_seconds": 142819.4173759548, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.31516692265593277, "fast_rcnn/fg_cls_accuracy": 0.6606073598769904, "iteration": 128299, "loss_box_reg": 0.19273334927856922, "loss_cls": 0.16915069054812193, "loss_mask": 0.23081587441265583, "loss_rpn_cls": 0.03206569445319474, "loss_rpn_loc": 0.07487874524667859, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977172634965913, "mask_rcnn/false_negative": 0.09818553631167698, "mask_rcnn/false_positive": 0.10077458142101581, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0284731891006231, "total_loss": 0.7130433450220153}
{"data_time": 0.017557406099513173, "eta_seconds": 142856.07434801757, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2413609388643057, "fast_rcnn/fg_cls_accuracy": 0.7034689652258419, "iteration": 128319, "loss_box_reg": 0.21399619802832603, "loss_cls": 0.18230009824037552, "loss_mask": 0.24323930591344833, "loss_rpn_cls": 0.03278756164945662, "loss_rpn_loc": 0.0672618601238355, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048954676622836, "mask_rcnn/false_negative": 0.0802412142225499, "mask_rcnn/false_positive": 0.11906231567284675, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0091022362466902, "total_loss": 0.7427330550272018}
{"data_time": 0.019638230092823505, "eta_seconds": 142806.01451075636, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2744384796104825, "fast_rcnn/fg_cls_accuracy": 0.666276459489609, "iteration": 128339, "loss_box_reg": 0.19425927754491568, "loss_cls": 0.16542620491236448, "loss_mask": 0.24195692501962185, "loss_rpn_cls": 0.030061888799536973, "loss_rpn_loc": 0.061730387853458524, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008470695970696, "mask_rcnn/false_negative": 0.0949046593598506, "mask_rcnn/false_positive": 0.11102184893368706, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0004269699566066, "total_loss": 0.7188194852788001}
{"data_time": 0.014929409371688962, "eta_seconds": 142685.15081977472, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.30713822193380924, "fast_rcnn/fg_cls_accuracy": 0.6868916288124594, "iteration": 128359, "loss_box_reg": 0.21871455200016499, "loss_cls": 0.17964031547307968, "loss_mask": 0.23761226050555706, "loss_rpn_cls": 0.03343358635902405, "loss_rpn_loc": 0.06904436950571835, "lr": 0.0001, "mask_rcnn/accuracy": 0.896770968224227, "mask_rcnn/false_negative": 0.09538287791970612, "mask_rcnn/false_positive": 0.1142957808558492, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9897494956385344, "total_loss": 0.7180728220846504}
{"data_time": 0.02229933417402208, "eta_seconds": 142795.57629281655, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3105028172583884, "fast_rcnn/fg_cls_accuracy": 0.6482619729459151, "iteration": 128379, "loss_box_reg": 0.22927128337323666, "loss_cls": 0.1890639215707779, "loss_mask": 0.2567203026264906, "loss_rpn_cls": 0.0402954057790339, "loss_rpn_loc": 0.09370576264336705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976510962123441, "mask_rcnn/false_negative": 0.09339322172450613, "mask_rcnn/false_positive": 0.11139456260351482, "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": 1.0160310345236212, "total_loss": 0.8345610023243353}
{"data_time": 0.021079207537695765, "eta_seconds": 142825.32002236694, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28492337185857675, "fast_rcnn/fg_cls_accuracy": 0.6678609045354441, "iteration": 128399, "loss_box_reg": 0.21879911329597235, "loss_cls": 0.18002639710903168, "loss_mask": 0.24265548959374428, "loss_rpn_cls": 0.03328761749435216, "loss_rpn_loc": 0.06611155485734344, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058612198335756, "mask_rcnn/false_negative": 0.09357637966462548, "mask_rcnn/false_positive": 0.11207445083650128, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0277132720220834, "total_loss": 0.7264888178324327}
{"data_time": 0.017928814748302102, "eta_seconds": 142899.96503870003, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25908377256924975, "fast_rcnn/fg_cls_accuracy": 0.7111620756886468, "iteration": 128419, "loss_box_reg": 0.21011580899357796, "loss_cls": 0.16927554085850716, "loss_mask": 0.23501506447792053, "loss_rpn_cls": 0.03901692805811763, "loss_rpn_loc": 0.07051043643150479, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073919631955346, "mask_rcnn/false_negative": 0.08710429989800472, "mask_rcnn/false_positive": 0.1061692019636192, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9970601827371866, "total_loss": 0.715674833743833}
{"data_time": 0.01786757353693247, "eta_seconds": 142735.07823761553, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2728018036482886, "fast_rcnn/fg_cls_accuracy": 0.7051528148525839, "iteration": 128439, "loss_box_reg": 0.20960370730608702, "loss_cls": 0.16880505252629519, "loss_mask": 0.2325153574347496, "loss_rpn_cls": 0.02999724238179624, "loss_rpn_loc": 0.06418760004453361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973439860295833, "mask_rcnn/false_negative": 0.07710473496981506, "mask_rcnn/false_positive": 0.10958615209081732, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0142462197691202, "total_loss": 0.6901560805854388}
{"data_time": 0.021454612957313657, "eta_seconds": 142584.41292735748, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31987364754705794, "fast_rcnn/fg_cls_accuracy": 0.6304190751445087, "iteration": 128459, "loss_box_reg": 0.20965481456369162, "loss_cls": 0.16627388913184404, "loss_mask": 0.24293924868106842, "loss_rpn_cls": 0.03307944774860516, "loss_rpn_loc": 0.07211205130442977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979766693765419, "mask_rcnn/false_negative": 0.08755031352258694, "mask_rcnn/false_positive": 0.0996215985123858, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9962616870179772, "total_loss": 0.7521607247763313}
{"data_time": 0.0165885416790843, "eta_seconds": 142546.7620417662, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23491161616161615, "fast_rcnn/fg_cls_accuracy": 0.7310885608856088, "iteration": 128479, "loss_box_reg": 0.2272949106991291, "loss_cls": 0.17772617936134338, "loss_mask": 0.23463661037385464, "loss_rpn_cls": 0.035190892522223294, "loss_rpn_loc": 0.0717978689353913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997201041278136, "mask_rcnn/false_negative": 0.0872870590420228, "mask_rcnn/false_positive": 0.12265015553699157, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0093708874192089, "total_loss": 0.7534831140656024}
{"data_time": 0.01893661543726921, "eta_seconds": 142493.62593598198, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.31196581196581197, "fast_rcnn/fg_cls_accuracy": 0.6671192884785118, "iteration": 128499, "loss_box_reg": 0.21645101718604565, "loss_cls": 0.17445974238216877, "loss_mask": 0.2422816287726164, "loss_rpn_cls": 0.032593078911304474, "loss_rpn_loc": 0.08714844891801476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898974318409534, "mask_rcnn/false_negative": 0.11094456004570463, "mask_rcnn/false_positive": 0.10539152176550268, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0031214922200888, "total_loss": 0.7867927281185985}
{"data_time": 0.017977946205064654, "eta_seconds": 142448.75381126069, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30649408330953964, "fast_rcnn/fg_cls_accuracy": 0.6742067662873767, "iteration": 128519, "loss_box_reg": 0.20367326214909554, "loss_cls": 0.16305527463555336, "loss_mask": 0.2350469660013914, "loss_rpn_cls": 0.036099311138968915, "loss_rpn_loc": 0.07088078022934496, "lr": 0.0001, "mask_rcnn/accuracy": 0.89726232704457, "mask_rcnn/false_negative": 0.08736184565719403, "mask_rcnn/false_positive": 0.11612915006302123, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9909236195962876, "total_loss": 0.6952432446414605}
{"data_time": 0.017190295970067382, "eta_seconds": 142339.16623427067, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3168481147105683, "fast_rcnn/fg_cls_accuracy": 0.6204440961337513, "iteration": 128539, "loss_box_reg": 0.21113560535013676, "loss_cls": 0.17411385104060173, "loss_mask": 0.23389543034136295, "loss_rpn_cls": 0.032410134677775204, "loss_rpn_loc": 0.0681550323497504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951296808554725, "mask_rcnn/false_negative": 0.07809837482105894, "mask_rcnn/false_positive": 0.12095300574579879, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9712602144572884, "total_loss": 0.7495735222473741}
{"data_time": 0.021172730019316077, "eta_seconds": 142319.04193535447, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2601695802365749, "fast_rcnn/fg_cls_accuracy": 0.7019732205778717, "iteration": 128559, "loss_box_reg": 0.22373090498149395, "loss_cls": 0.17871298035606742, "loss_mask": 0.24655096791684628, "loss_rpn_cls": 0.035859324561897665, "loss_rpn_loc": 0.07789402245543897, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020193556362763, "mask_rcnn/false_negative": 0.09969538082738136, "mask_rcnn/false_positive": 0.11153806759990897, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0068039051257074, "total_loss": 0.761676515918225}
{"data_time": 0.018342037918046117, "eta_seconds": 142345.8000240242, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31788015463917524, "fast_rcnn/fg_cls_accuracy": 0.6171974667395663, "iteration": 128579, "loss_box_reg": 0.2084463331848383, "loss_cls": 0.1724968310445547, "loss_mask": 0.2311545554548502, "loss_rpn_cls": 0.032357951859012246, "loss_rpn_loc": 0.07660228374879807, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954299057951542, "mask_rcnn/false_negative": 0.09166886923271442, "mask_rcnn/false_positive": 0.11510164067949202, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.012663186294958, "total_loss": 0.7377192459534854}
{"data_time": 0.013098102062940598, "eta_seconds": 142325.6690948736, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2885067223600052, "fast_rcnn/fg_cls_accuracy": 0.6356224012474012, "iteration": 128599, "loss_box_reg": 0.23572651483118534, "loss_cls": 0.19255536794662476, "loss_mask": 0.250996682792902, "loss_rpn_cls": 0.034985217498615384, "loss_rpn_loc": 0.08573581522796303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995417247872055, "mask_rcnn/false_negative": 0.09408222091019641, "mask_rcnn/false_positive": 0.11628858519383098, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0457124619279057, "total_loss": 0.7768988931784406}
{"data_time": 0.012737756362184882, "eta_seconds": 142318.2361285342, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35219069809941517, "fast_rcnn/fg_cls_accuracy": 0.6316717367256637, "iteration": 128619, "loss_box_reg": 0.21877256780862808, "loss_cls": 0.18760939314961433, "loss_mask": 0.23498573526740074, "loss_rpn_cls": 0.033731322502717376, "loss_rpn_loc": 0.07159469439648092, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990867169634831, "mask_rcnn/false_negative": 0.09036724683255634, "mask_rcnn/false_positive": 0.11704981183914168, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.005099263973534, "total_loss": 0.7411299443338066}
{"data_time": 0.016035762382671237, "eta_seconds": 142288.28955436125, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.33546501406469764, "fast_rcnn/fg_cls_accuracy": 0.5894054478784705, "iteration": 128639, "loss_box_reg": 0.21504137478768826, "loss_cls": 0.18649430014193058, "loss_mask": 0.2522093802690506, "loss_rpn_cls": 0.032443115138448775, "loss_rpn_loc": 0.07337152329273522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864207070092495, "mask_rcnn/false_negative": 0.0915255633874626, "mask_rcnn/false_positive": 0.12916318872316662, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.004383527673781, "total_loss": 0.7878230147762224}
{"data_time": 0.021811956772580743, "eta_seconds": 142365.45609795954, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3246996996996997, "fast_rcnn/fg_cls_accuracy": 0.6324638350261619, "iteration": 128659, "loss_box_reg": 0.2280356725677848, "loss_cls": 0.17837432865053415, "loss_mask": 0.23876526579260826, "loss_rpn_cls": 0.03612215700559318, "loss_rpn_loc": 0.07720267190597951, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074527976840706, "mask_rcnn/false_negative": 0.08951465501222433, "mask_rcnn/false_positive": 0.10019535185800064, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0300187370739877, "total_loss": 0.773481476935558}
{"data_time": 0.016485066385939717, "eta_seconds": 142542.89707317017, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29575732448866776, "fast_rcnn/fg_cls_accuracy": 0.687244588863799, "iteration": 128679, "loss_box_reg": 0.19616003148257732, "loss_cls": 0.16112532559782267, "loss_mask": 0.23184791207313538, "loss_rpn_cls": 0.03290585009381175, "loss_rpn_loc": 0.0629148727748543, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001922502396364, "mask_rcnn/false_negative": 0.09044129073300333, "mask_rcnn/false_positive": 0.10565973448109309, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0082133677788079, "total_loss": 0.6921038824366406}
{"data_time": 0.015906661516055465, "eta_seconds": 142415.64591843635, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28478428776343373, "fast_rcnn/fg_cls_accuracy": 0.6614408233276158, "iteration": 128699, "loss_box_reg": 0.20586623577401042, "loss_cls": 0.18312534596771002, "loss_mask": 0.24734441190958023, "loss_rpn_cls": 0.03316950472071767, "loss_rpn_loc": 0.07341006817296147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924671159976906, "mask_rcnn/false_negative": 0.09359824540828478, "mask_rcnn/false_positive": 0.1328845039352178, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9844576877076179, "total_loss": 0.7112183960853145}
{"data_time": 0.017926178872585297, "eta_seconds": 142395.4880067706, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3238298128503204, "fast_rcnn/fg_cls_accuracy": 0.6120905410379095, "iteration": 128719, "loss_box_reg": 0.2051175106316805, "loss_cls": 0.16667317040264606, "loss_mask": 0.2399425469338894, "loss_rpn_cls": 0.02940931112971157, "loss_rpn_loc": 0.0778998788446188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956830841395484, "mask_rcnn/false_negative": 0.09851571440194534, "mask_rcnn/false_positive": 0.10611240238650485, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0451900179032236, "total_loss": 0.7199115618132055}
{"data_time": 0.01630339678376913, "eta_seconds": 142323.28040441032, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2903555041728386, "fast_rcnn/fg_cls_accuracy": 0.6900531477239876, "iteration": 128739, "loss_box_reg": 0.2267831489443779, "loss_cls": 0.1873959880322218, "loss_mask": 0.24183436669409275, "loss_rpn_cls": 0.034752764040604234, "loss_rpn_loc": 0.0751113798469305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986100692770349, "mask_rcnn/false_negative": 0.1007570969957485, "mask_rcnn/false_positive": 0.109760361144103, "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": 1.0145265627652407, "total_loss": 0.7921948679722846}
{"data_time": 0.013125233119353652, "eta_seconds": 142207.11046298034, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.274175604746691, "fast_rcnn/fg_cls_accuracy": 0.6500638773554774, "iteration": 128759, "loss_box_reg": 0.20738574117422104, "loss_cls": 0.17414409294724464, "loss_mask": 0.24708851985633373, "loss_rpn_cls": 0.034136945148929954, "loss_rpn_loc": 0.08017832541372627, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043900784498996, "mask_rcnn/false_negative": 0.0723763240388933, "mask_rcnn/false_positive": 0.12399781409872751, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.007309184409678, "total_loss": 0.7344565277453512}
{"data_time": 0.020304199773818254, "eta_seconds": 142188.96889381576, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3361573388907346, "fast_rcnn/fg_cls_accuracy": 0.6489282202556539, "iteration": 128779, "loss_box_reg": 0.20155694149434566, "loss_cls": 0.16059755999594927, "loss_mask": 0.23938333056867123, "loss_rpn_cls": 0.03221242758445442, "loss_rpn_loc": 0.0579286590218544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899474826776452, "mask_rcnn/false_negative": 0.09412566582123619, "mask_rcnn/false_positive": 0.12733364000895028, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9987904760055244, "total_loss": 0.6953597949468531}
{"data_time": 0.01604824303649366, "eta_seconds": 142145.28833413497, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.294089790897909, "fast_rcnn/fg_cls_accuracy": 0.6921192052980132, "iteration": 128799, "loss_box_reg": 0.2279935535043478, "loss_cls": 0.19624090380966663, "loss_mask": 0.24195212312042713, "loss_rpn_cls": 0.030310467089293525, "loss_rpn_loc": 0.07506553808343597, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924031202076206, "mask_rcnn/false_negative": 0.08951396860862033, "mask_rcnn/false_positive": 0.12417742714368687, "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": 1.0049124490469694, "total_loss": 0.7868933316785842}
{"data_time": 0.020865539088845253, "eta_seconds": 142116.90887414385, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30357368753953196, "fast_rcnn/fg_cls_accuracy": 0.6719749794913863, "iteration": 128819, "loss_box_reg": 0.2024958860129118, "loss_cls": 0.17012794502079487, "loss_mask": 0.2419064063578844, "loss_rpn_cls": 0.030465615214779973, "loss_rpn_loc": 0.06365708552766591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927075808199385, "mask_rcnn/false_negative": 0.0927456763645523, "mask_rcnn/false_positive": 0.11300226645038611, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0163709770422429, "total_loss": 0.6937118724454194}
{"data_time": 0.017011453863233328, "eta_seconds": 142086.9761848729, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.26943213854208614, "fast_rcnn/fg_cls_accuracy": 0.7093828212364875, "iteration": 128839, "loss_box_reg": 0.21801284700632095, "loss_cls": 0.1823877263814211, "loss_mask": 0.2410792000591755, "loss_rpn_cls": 0.02987545495852828, "loss_rpn_loc": 0.07416377554181963, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963500835400637, "mask_rcnn/false_negative": 0.08715362228206769, "mask_rcnn/false_positive": 0.09942546430775039, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9954424570314586, "total_loss": 0.7389438203535974}
{"data_time": 0.013755289139226079, "eta_seconds": 142084.88665353972, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2911255411255411, "fast_rcnn/fg_cls_accuracy": 0.6690025625862409, "iteration": 128859, "loss_box_reg": 0.222383925691247, "loss_cls": 0.18700357154011726, "loss_mask": 0.2491542287170887, "loss_rpn_cls": 0.0363130997720873, "loss_rpn_loc": 0.08623531414195895, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020996081582816, "mask_rcnn/false_negative": 0.09510158604100198, "mask_rcnn/false_positive": 0.1027110312157436, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0354328008834273, "total_loss": 0.760070083066239}
{"data_time": 0.017825796036049724, "eta_seconds": 142161.31377920508, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.281328320802005, "fast_rcnn/fg_cls_accuracy": 0.7030075187969924, "iteration": 128879, "loss_box_reg": 0.22392359469085932, "loss_cls": 0.16919299867004156, "loss_mask": 0.2469143308699131, "loss_rpn_cls": 0.035435318015515804, "loss_rpn_loc": 0.0759728739503771, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908932576376324, "mask_rcnn/false_negative": 0.09186117259795726, "mask_rcnn/false_positive": 0.12708304368862128, "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": 1.0130258335266262, "total_loss": 0.7535911228042096}
{"data_time": 0.0138941730838269, "eta_seconds": 142320.9933273727, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30397005846571784, "fast_rcnn/fg_cls_accuracy": 0.6759679208922975, "iteration": 128899, "loss_box_reg": 0.21558809652924538, "loss_cls": 0.18216178566217422, "loss_mask": 0.24233705550432205, "loss_rpn_cls": 0.02905451599508524, "loss_rpn_loc": 0.0661715583410114, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934150842289579, "mask_rcnn/false_negative": 0.09568558290697923, "mask_rcnn/false_positive": 0.11802355585589246, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0148325175978243, "total_loss": 0.7094942289404571}
{"data_time": 0.023711340967565775, "eta_seconds": 142062.02827276662, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.28448955459203784, "fast_rcnn/fg_cls_accuracy": 0.698836047673257, "iteration": 128919, "loss_box_reg": 0.21399452071636915, "loss_cls": 0.18021619133651257, "loss_mask": 0.24125375971198082, "loss_rpn_cls": 0.04046221531461924, "loss_rpn_loc": 0.06929080234840512, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035245734133928, "mask_rcnn/false_negative": 0.09263393954545227, "mask_rcnn/false_positive": 0.10689155963952685, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0005295309238136, "total_loss": 0.7586089950491441}
{"data_time": 0.02097651525400579, "eta_seconds": 142280.64719177317, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2761189559904763, "fast_rcnn/fg_cls_accuracy": 0.6859907758194697, "iteration": 128939, "loss_box_reg": 0.20682373270392418, "loss_cls": 0.16228729020804167, "loss_mask": 0.23628614656627178, "loss_rpn_cls": 0.02821930800564587, "loss_rpn_loc": 0.0678722932934761, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031925188217417, "mask_rcnn/false_negative": 0.0854125338611577, "mask_rcnn/false_positive": 0.10210141085159233, "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": 1.0478286040015519, "total_loss": 0.7196306843543425}
{"data_time": 0.019541087793186307, "eta_seconds": 142499.2201129906, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.26128575592288794, "fast_rcnn/fg_cls_accuracy": 0.726731306564549, "iteration": 128959, "loss_box_reg": 0.22423742339015007, "loss_cls": 0.17123412247747183, "loss_mask": 0.22872298397123814, "loss_rpn_cls": 0.03492782521061599, "loss_rpn_loc": 0.07605364522896707, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001591480704735, "mask_rcnn/false_negative": 0.09855235120695104, "mask_rcnn/false_positive": 0.11169138787121963, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0477538532577455, "total_loss": 0.7655591986840591}
{"data_time": 0.022590866778045893, "eta_seconds": 142539.09929820336, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2845062945548309, "fast_rcnn/fg_cls_accuracy": 0.686524199843872, "iteration": 128979, "loss_box_reg": 0.23459533974528313, "loss_cls": 0.17948320880532265, "loss_mask": 0.23217377997934818, "loss_rpn_cls": 0.03333961422322318, "loss_rpn_loc": 0.06387343443930149, "lr": 0.0001, "mask_rcnn/accuracy": 0.9096282998751584, "mask_rcnn/false_negative": 0.07949276259337279, "mask_rcnn/false_positive": 0.11424136141706379, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9904855953063816, "total_loss": 0.7652826897101477}
{"data_time": 0.014448768924921751, "eta_seconds": 142390.56686894037, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2896191646191646, "fast_rcnn/fg_cls_accuracy": 0.6478853025309064, "iteration": 128999, "loss_box_reg": 0.2256899494677782, "loss_cls": 0.16972296126186848, "loss_mask": 0.24105016887187958, "loss_rpn_cls": 0.04548431956209242, "loss_rpn_loc": 0.09581254236400127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948096529678153, "mask_rcnn/false_negative": 0.09547551761363592, "mask_rcnn/false_positive": 0.11155953316574471, "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": 1.0155482445843518, "total_loss": 0.8052930743433535}
{"data_time": 0.017851518001407385, "eta_seconds": 142373.82600866258, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.3042958258157742, "fast_rcnn/fg_cls_accuracy": 0.6747999838777936, "iteration": 129019, "loss_box_reg": 0.22522263415157795, "loss_cls": 0.16663913615047932, "loss_mask": 0.23433643206954002, "loss_rpn_cls": 0.03178227017633617, "loss_rpn_loc": 0.06025864405091852, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955888890993314, "mask_rcnn/false_negative": 0.09011221140811557, "mask_rcnn/false_positive": 0.10758003918681794, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9828875483945012, "total_loss": 0.7291934917448089}
{"data_time": 0.024233896983787417, "eta_seconds": 142254.33286607265, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27549847674991335, "fast_rcnn/fg_cls_accuracy": 0.6942103832563196, "iteration": 129039, "loss_box_reg": 0.22068826761096716, "loss_cls": 0.1760554313659668, "loss_mask": 0.24200363270938396, "loss_rpn_cls": 0.035693467943929136, "loss_rpn_loc": 0.08852717763511464, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042790709059568, "mask_rcnn/false_negative": 0.09045966571014069, "mask_rcnn/false_positive": 0.11509009969976414, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.0118812781292945, "total_loss": 0.7794163126964122}
{"data_time": 0.016504122409969568, "eta_seconds": 141972.13641846087, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31759389907948665, "fast_rcnn/fg_cls_accuracy": 0.665242956686807, "iteration": 129059, "loss_box_reg": 0.22810109704732895, "loss_cls": 0.1848971452564001, "loss_mask": 0.2435648813843727, "loss_rpn_cls": 0.035267263068817556, "loss_rpn_loc": 0.0805447141174227, "lr": 0.0001, "mask_rcnn/accuracy": 0.89905733956346, "mask_rcnn/false_negative": 0.08908346582726306, "mask_rcnn/false_positive": 0.10898391676895838, "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": 0.9764596454333514, "total_loss": 0.7781622051261365}
{"data_time": 0.020510791102424264, "eta_seconds": 141951.98995380662, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2835548172757475, "fast_rcnn/fg_cls_accuracy": 0.6975620826039033, "iteration": 129079, "loss_box_reg": 0.2372944913804531, "loss_cls": 0.18779439199715853, "loss_mask": 0.2496287040412426, "loss_rpn_cls": 0.031830281019210815, "loss_rpn_loc": 0.07150041707791388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965386291461197, "mask_rcnn/false_negative": 0.08847798896754759, "mask_rcnn/false_positive": 0.12122894975905847, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0121891610324383, "total_loss": 0.7813092244323343}
{"data_time": 0.01812182692810893, "eta_seconds": 141971.57273644116, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2853028207238282, "fast_rcnn/fg_cls_accuracy": 0.6839545320183806, "iteration": 129099, "loss_box_reg": 0.22336951550096273, "loss_cls": 0.19246592186391354, "loss_mask": 0.24978107027709484, "loss_rpn_cls": 0.030546073336154222, "loss_rpn_loc": 0.06664419383741915, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928759486549053, "mask_rcnn/false_negative": 0.08460118178843334, "mask_rcnn/false_positive": 0.11254957978776561, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0052929213270545, "total_loss": 0.791563406935893}
{"data_time": 0.021807511802762747, "eta_seconds": 141911.69702449813, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2798451610345067, "fast_rcnn/fg_cls_accuracy": 0.7053483259115724, "iteration": 129119, "loss_box_reg": 0.23895303905010223, "loss_cls": 0.19686273485422134, "loss_mask": 0.24558513425290585, "loss_rpn_cls": 0.03418398380745202, "loss_rpn_loc": 0.08951634541153908, "lr": 0.0001, "mask_rcnn/accuracy": 0.894681240931528, "mask_rcnn/false_negative": 0.09327722795894008, "mask_rcnn/false_positive": 0.11260291301156175, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0129526983946562, "total_loss": 0.8194833387387916}
{"data_time": 0.02464103209786117, "eta_seconds": 142109.18767306022, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3316257816257816, "fast_rcnn/fg_cls_accuracy": 0.6554670819376702, "iteration": 129139, "loss_box_reg": 0.19984266953542829, "loss_cls": 0.16579559817910194, "loss_mask": 0.2352180164307356, "loss_rpn_cls": 0.03218648204347119, "loss_rpn_loc": 0.07310621254146099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832389547525654, "mask_rcnn/false_negative": 0.09971727953006984, "mask_rcnn/false_positive": 0.1273800906380664, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0572184345219284, "total_loss": 0.7037928331410512}
{"data_time": 0.018816751427948475, "eta_seconds": 141828.90553932637, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31401630874292386, "fast_rcnn/fg_cls_accuracy": 0.6606990108130634, "iteration": 129159, "loss_box_reg": 0.2106832843273878, "loss_cls": 0.17556589283049107, "loss_mask": 0.24412078969180584, "loss_rpn_cls": 0.030729554826393723, "loss_rpn_loc": 0.07128630857914686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925250577063315, "mask_rcnn/false_negative": 0.09342042442467921, "mask_rcnn/false_positive": 0.11651778565129269, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.978428871370852, "total_loss": 0.7105222574900836}
{"data_time": 0.0168939009308815, "eta_seconds": 141808.76510968432, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.32195688926458155, "fast_rcnn/fg_cls_accuracy": 0.6537989080982711, "iteration": 129179, "loss_box_reg": 0.22827601805329323, "loss_cls": 0.18322301749140024, "loss_mask": 0.2523443065583706, "loss_rpn_cls": 0.033754736883565784, "loss_rpn_loc": 0.07452240353450179, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993371103085517, "mask_rcnn/false_negative": 0.08583604743223178, "mask_rcnn/false_positive": 0.11768155352578849, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0214825812727213, "total_loss": 0.7884116173954681}
{"data_time": 0.016827697632834315, "eta_seconds": 142175.52543878555, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.25559346423432205, "fast_rcnn/fg_cls_accuracy": 0.7084675563736769, "iteration": 129199, "loss_box_reg": 0.2026321403682232, "loss_cls": 0.16008338797837496, "loss_mask": 0.2322657946497202, "loss_rpn_cls": 0.02881949907168746, "loss_rpn_loc": 0.054307868238538504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977980180681808, "mask_rcnn/false_negative": 0.07318675868054969, "mask_rcnn/false_positive": 0.12415236108847669, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0403564099688083, "total_loss": 0.6958551431307569}
{"data_time": 0.019139470998197794, "eta_seconds": 142086.84784488752, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2956582890793417, "fast_rcnn/fg_cls_accuracy": 0.6683920980245062, "iteration": 129219, "loss_box_reg": 0.22244269214570522, "loss_cls": 0.18715732544660568, "loss_mask": 0.23960565216839314, "loss_rpn_cls": 0.03227472596336156, "loss_rpn_loc": 0.07031040778383613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984628014175806, "mask_rcnn/false_negative": 0.0873243405313705, "mask_rcnn/false_positive": 0.12217235701865853, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0029398938640952, "total_loss": 0.7732432490447536}
{"data_time": 0.020666994620114565, "eta_seconds": 142339.55212075263, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3187214611872146, "fast_rcnn/fg_cls_accuracy": 0.6588888888888889, "iteration": 129239, "loss_box_reg": 0.20357462298125029, "loss_cls": 0.17140466906130314, "loss_mask": 0.24046136997640133, "loss_rpn_cls": 0.03492230619303882, "loss_rpn_loc": 0.08187038224423304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993957046055772, "mask_rcnn/false_negative": 0.08788252601595731, "mask_rcnn/false_positive": 0.1123469682005453, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0535388991702348, "total_loss": 0.7262150754686445}
{"data_time": 0.016982099041342735, "eta_seconds": 142343.21031813975, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3005750891752202, "fast_rcnn/fg_cls_accuracy": 0.6577653481595606, "iteration": 129259, "loss_box_reg": 0.23123724386096, "loss_cls": 0.1849149907939136, "loss_mask": 0.2367426473647356, "loss_rpn_cls": 0.038002066779881716, "loss_rpn_loc": 0.08876901655457914, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978216397724268, "mask_rcnn/false_negative": 0.08084587371995011, "mask_rcnn/false_positive": 0.1258247945545048, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0244043646380305, "total_loss": 0.7917449043015949}
{"data_time": 0.020568428095430136, "eta_seconds": 142358.012865223, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24833151581243185, "fast_rcnn/fg_cls_accuracy": 0.72113413304253, "iteration": 129279, "loss_box_reg": 0.21515336073935032, "loss_cls": 0.1584521159529686, "loss_mask": 0.23519507609307766, "loss_rpn_cls": 0.03168892266694456, "loss_rpn_loc": 0.06616492522880435, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014701849018223, "mask_rcnn/false_negative": 0.09464898230566313, "mask_rcnn/false_positive": 0.11590806542877566, "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": 1.0549920685589314, "total_loss": 0.6996075162896886}
{"data_time": 0.01902850391343236, "eta_seconds": 142337.78006066568, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27781916460213785, "fast_rcnn/fg_cls_accuracy": 0.6640315676832531, "iteration": 129299, "loss_box_reg": 0.21312216855585575, "loss_cls": 0.17239188496023417, "loss_mask": 0.238195288926363, "loss_rpn_cls": 0.03583729511592537, "loss_rpn_loc": 0.06966740544885397, "lr": 0.0001, "mask_rcnn/accuracy": 0.900013461942839, "mask_rcnn/false_negative": 0.0840716556304971, "mask_rcnn/false_positive": 0.11184827961869365, "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": 1.0396376219578087, "total_loss": 0.7423969279043376}
{"data_time": 0.017859050538390875, "eta_seconds": 142379.45229919627, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31785898095728254, "fast_rcnn/fg_cls_accuracy": 0.6565859030837005, "iteration": 129319, "loss_box_reg": 0.23453551158308983, "loss_cls": 0.19481670670211315, "loss_mask": 0.24601578153669834, "loss_rpn_cls": 0.03997855691704899, "loss_rpn_loc": 0.0759408219018951, "lr": 0.0001, "mask_rcnn/accuracy": 0.888142238118165, "mask_rcnn/false_negative": 0.10089680644778043, "mask_rcnn/false_positive": 0.1208178565717325, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0270445204805583, "total_loss": 0.7926808329648338}
{"data_time": 0.025284761795774102, "eta_seconds": 142254.40254139248, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2782683647621728, "fast_rcnn/fg_cls_accuracy": 0.6764404609475032, "iteration": 129339, "loss_box_reg": 0.2022230625152588, "loss_cls": 0.164561009965837, "loss_mask": 0.23192393593490124, "loss_rpn_cls": 0.02683777711354196, "loss_rpn_loc": 0.07367512886412442, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043791568772794, "mask_rcnn/false_negative": 0.08438938946729925, "mask_rcnn/false_positive": 0.10786617027000907, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9663025229237974, "total_loss": 0.7169956314610317}
{"data_time": 0.01600659405812621, "eta_seconds": 142393.75246938318, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2869065078367404, "fast_rcnn/fg_cls_accuracy": 0.6691931176311847, "iteration": 129359, "loss_box_reg": 0.2164687579497695, "loss_cls": 0.17454047035425901, "loss_mask": 0.24218730255961418, "loss_rpn_cls": 0.02670811372809112, "loss_rpn_loc": 0.055097064236178994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997446799232514, "mask_rcnn/false_negative": 0.08147128020144963, "mask_rcnn/false_positive": 0.11656853390375808, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.055953397648409, "total_loss": 0.7157862343592569}
{"data_time": 0.02277034637518227, "eta_seconds": 142552.9996658722, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3141829393627955, "fast_rcnn/fg_cls_accuracy": 0.6456717552787039, "iteration": 129379, "loss_box_reg": 0.23591472953557968, "loss_cls": 0.1872004959732294, "loss_mask": 0.23750308342278004, "loss_rpn_cls": 0.03766543627716601, "loss_rpn_loc": 0.07731886114925146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865514824196657, "mask_rcnn/false_negative": 0.1071679720607217, "mask_rcnn/false_positive": 0.11411685696242577, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 1.0972785367630422, "total_loss": 0.7910828676540405}
{"data_time": 0.018960383953526616, "eta_seconds": 142487.37289137207, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.265967365967366, "fast_rcnn/fg_cls_accuracy": 0.6692307692307692, "iteration": 129399, "loss_box_reg": 0.23143300600349903, "loss_cls": 0.18909802474081516, "loss_mask": 0.23977549001574516, "loss_rpn_cls": 0.03715800296049565, "loss_rpn_loc": 0.07967576617375016, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028624174710801, "mask_rcnn/false_negative": 0.09380738397507077, "mask_rcnn/false_positive": 0.10310891214785746, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0011198506690562, "total_loss": 0.7652641751337796}
{"data_time": 0.014531600521877408, "eta_seconds": 142467.10441727657, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3300669549449017, "fast_rcnn/fg_cls_accuracy": 0.651115425612913, "iteration": 129419, "loss_box_reg": 0.22152835316956043, "loss_cls": 0.17788459081202745, "loss_mask": 0.24753593653440475, "loss_rpn_cls": 0.03379711613524705, "loss_rpn_loc": 0.07957259099930525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993750832291216, "mask_rcnn/false_negative": 0.08724182141674708, "mask_rcnn/false_positive": 0.10419129163635693, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.00782196293585, "total_loss": 0.7697752038948238}
{"data_time": 0.01788860303349793, "eta_seconds": 142376.63856651634, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3219221913220298, "fast_rcnn/fg_cls_accuracy": 0.6344829371860597, "iteration": 129439, "loss_box_reg": 0.21704605501145124, "loss_cls": 0.17362364567816257, "loss_mask": 0.2372029609978199, "loss_rpn_cls": 0.03772482112981379, "loss_rpn_loc": 0.07787462254054844, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924577062376512, "mask_rcnn/false_negative": 0.08845844587042365, "mask_rcnn/false_positive": 0.12468995299669322, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.000854171346873, "total_loss": 0.7619743464747444}
{"data_time": 0.012735754018649459, "eta_seconds": 142471.89996473957, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.28477235477373103, "fast_rcnn/fg_cls_accuracy": 0.6892009911446909, "iteration": 129459, "loss_box_reg": 0.20078102219849825, "loss_cls": 0.16935412911698222, "loss_mask": 0.2360005397349596, "loss_rpn_cls": 0.028904852108098567, "loss_rpn_loc": 0.07144355517812073, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080408855600182, "mask_rcnn/false_negative": 0.0906015752062862, "mask_rcnn/false_positive": 0.09094339865744472, "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": 1.0357719915919006, "total_loss": 0.7090303795412183}
{"data_time": 0.016410326352342963, "eta_seconds": 142451.6250394564, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.30182748538011694, "fast_rcnn/fg_cls_accuracy": 0.6788654618473896, "iteration": 129479, "loss_box_reg": 0.23009788431227207, "loss_cls": 0.18673283699899912, "loss_mask": 0.24783509224653244, "loss_rpn_cls": 0.03976310364669189, "loss_rpn_loc": 0.08175138011574745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846706708289784, "mask_rcnn/false_negative": 0.09320041111805394, "mask_rcnn/false_positive": 0.12400877711087023, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0138484700582922, "total_loss": 0.7870016513043083}
{"data_time": 0.024412363534793258, "eta_seconds": 142431.35011417326, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.27222222222222225, "fast_rcnn/fg_cls_accuracy": 0.697119341563786, "iteration": 129499, "loss_box_reg": 0.20422725565731525, "loss_cls": 0.17191502172499895, "loss_mask": 0.23783509247004986, "loss_rpn_cls": 0.035684767994098365, "loss_rpn_loc": 0.07006496051326394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962216165004815, "mask_rcnn/false_negative": 0.11126837336567413, "mask_rcnn/false_positive": 0.10519478092422828, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9904092662036419, "total_loss": 0.7062675422639586}
{"data_time": 0.01467253570444882, "eta_seconds": 142329.4380904734, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2848139900783245, "fast_rcnn/fg_cls_accuracy": 0.6924405418339956, "iteration": 129519, "loss_box_reg": 0.20562984980642796, "loss_cls": 0.1706181380432099, "loss_mask": 0.22387472912669182, "loss_rpn_cls": 0.033531939843669534, "loss_rpn_loc": 0.0690581938251853, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057372406108153, "mask_rcnn/false_negative": 0.08142871222914638, "mask_rcnn/false_positive": 0.11230442032697091, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9943196398671716, "total_loss": 0.7104961578734219}
{"data_time": 0.013863713713362813, "eta_seconds": 142345.49357270356, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28767336761726664, "fast_rcnn/fg_cls_accuracy": 0.6791780760925221, "iteration": 129539, "loss_box_reg": 0.19529846869409084, "loss_cls": 0.16548226214945316, "loss_mask": 0.23407364077866077, "loss_rpn_cls": 0.030661802156828344, "loss_rpn_loc": 0.05256472225300968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978661676018465, "mask_rcnn/false_negative": 0.0929158800656771, "mask_rcnn/false_positive": 0.11819299110281092, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0034819433931261, "total_loss": 0.6607168057234958}
{"data_time": 0.014482001075521111, "eta_seconds": 142388.07180683129, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26990632318501173, "fast_rcnn/fg_cls_accuracy": 0.6898552267404726, "iteration": 129559, "loss_box_reg": 0.20510483160614967, "loss_cls": 0.19072291813790798, "loss_mask": 0.24411357380449772, "loss_rpn_cls": 0.031077677384018898, "loss_rpn_loc": 0.07144963322207332, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020154961059925, "mask_rcnn/false_negative": 0.08252782434249467, "mask_rcnn/false_positive": 0.10964619618891071, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0217859758995473, "total_loss": 0.7740038647316396}
{"data_time": 0.013712440151721239, "eta_seconds": 142367.7943827631, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3052351375332742, "fast_rcnn/fg_cls_accuracy": 0.6605241605241605, "iteration": 129579, "loss_box_reg": 0.22390349162742496, "loss_cls": 0.1861949311569333, "loss_mask": 0.23527565971016884, "loss_rpn_cls": 0.029732154216617346, "loss_rpn_loc": 0.08421650063246489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966846713873318, "mask_rcnn/false_negative": 0.09542794488611173, "mask_rcnn/false_positive": 0.11516270176857775, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0138206391129643, "total_loss": 0.7375383306061849}
{"data_time": 0.014535893686115742, "eta_seconds": 142284.68815041706, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3060200668896321, "fast_rcnn/fg_cls_accuracy": 0.6577421895510633, "iteration": 129599, "loss_box_reg": 0.2249759491533041, "loss_cls": 0.1932406323030591, "loss_mask": 0.23883331567049026, "loss_rpn_cls": 0.031398511375300586, "loss_rpn_loc": 0.07699081068858504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917716610674917, "mask_rcnn/false_negative": 0.09504424586445759, "mask_rcnn/false_positive": 0.13401986043016245, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0436449046246707, "total_loss": 0.7721988555276766}
{"data_time": 0.015869597904384136, "eta_seconds": 142309.70056247432, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31043946589579463, "fast_rcnn/fg_cls_accuracy": 0.654573754789272, "iteration": 129619, "loss_box_reg": 0.20826747920364141, "loss_cls": 0.16304583102464676, "loss_mask": 0.23180224001407623, "loss_rpn_cls": 0.026342230034060776, "loss_rpn_loc": 0.06670046725776047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960754694937465, "mask_rcnn/false_negative": 0.08851576326836984, "mask_rcnn/false_positive": 0.11001235883350374, "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": 1.0214024391025305, "total_loss": 0.7285145446658134}
{"data_time": 0.016019406961277127, "eta_seconds": 142415.18033117987, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2662568747978, "fast_rcnn/fg_cls_accuracy": 0.7052543437303747, "iteration": 129639, "loss_box_reg": 0.22587129846215248, "loss_cls": 0.19011217821389437, "loss_mask": 0.24339362047612667, "loss_rpn_cls": 0.03657700167968869, "loss_rpn_loc": 0.07850827975198627, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015726499610786, "mask_rcnn/false_negative": 0.09145833025327574, "mask_rcnn/false_positive": 0.11147760948375637, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0356826353818178, "total_loss": 0.7764870590763167}
{"data_time": 0.01814781571738422, "eta_seconds": 142171.24839033466, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3056688764235934, "fast_rcnn/fg_cls_accuracy": 0.6837291837291837, "iteration": 129659, "loss_box_reg": 0.20384549908339977, "loss_cls": 0.16912103444337845, "loss_mask": 0.22868463210761547, "loss_rpn_cls": 0.030456516658887267, "loss_rpn_loc": 0.06215674651321024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945270215518032, "mask_rcnn/false_negative": 0.07751042233031061, "mask_rcnn/false_positive": 0.12117784514049303, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9924888575915247, "total_loss": 0.7122755204327404}
{"data_time": 0.015001858351752162, "eta_seconds": 142195.36814514548, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.27861552028218695, "fast_rcnn/fg_cls_accuracy": 0.6991754122938532, "iteration": 129679, "loss_box_reg": 0.20590947289019823, "loss_cls": 0.1653587380424142, "loss_mask": 0.24388432316482067, "loss_rpn_cls": 0.03949176604510285, "loss_rpn_loc": 0.08616005361545831, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934275339834987, "mask_rcnn/false_negative": 0.09318924543925677, "mask_rcnn/false_positive": 0.11834688483100406, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0153770882170647, "total_loss": 0.7510077353217639}
{"data_time": 0.014920718036592007, "eta_seconds": 142079.95509707835, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28267227766671593, "fast_rcnn/fg_cls_accuracy": 0.6937484495162491, "iteration": 129699, "loss_box_reg": 0.20499383844435215, "loss_cls": 0.1737680872902274, "loss_mask": 0.24634213373064995, "loss_rpn_cls": 0.027929232513997704, "loss_rpn_loc": 0.06855341023765504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956216737200553, "mask_rcnn/false_negative": 0.08315679254298725, "mask_rcnn/false_positive": 0.10962840241053137, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9965331486891955, "total_loss": 0.7195647846674547}
{"data_time": 0.013392271939665079, "eta_seconds": 142059.70136149786, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3189006024096386, "fast_rcnn/fg_cls_accuracy": 0.6472161627009431, "iteration": 129719, "loss_box_reg": 0.22891207039356232, "loss_cls": 0.18907346203923225, "loss_mask": 0.24619547463953495, "loss_rpn_cls": 0.037174986617174, "loss_rpn_loc": 0.08469991525635123, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885320378517922, "mask_rcnn/false_negative": 0.10633680240039647, "mask_rcnn/false_positive": 0.11307972259313677, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0333249929826707, "total_loss": 0.7991851299302652}
{"data_time": 0.014882177580147982, "eta_seconds": 142006.77525518928, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.27436362138561665, "fast_rcnn/fg_cls_accuracy": 0.7015442016951712, "iteration": 129739, "loss_box_reg": 0.20023960666731, "loss_cls": 0.16172561515122652, "loss_mask": 0.24303212389349937, "loss_rpn_cls": 0.029962460626848042, "loss_rpn_loc": 0.07957306271418929, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011210316510492, "mask_rcnn/false_negative": 0.08599809389549445, "mask_rcnn/false_positive": 0.12166660367923054, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9857942464295775, "total_loss": 0.7016094300197437}
{"data_time": 0.01687976229004562, "eta_seconds": 141986.52617843822, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2936012936012936, "fast_rcnn/fg_cls_accuracy": 0.6734582462762014, "iteration": 129759, "loss_box_reg": 0.2012634901329875, "loss_cls": 0.17727176286280155, "loss_mask": 0.2389723528176546, "loss_rpn_cls": 0.031819197814911604, "loss_rpn_loc": 0.07495111017487943, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014504704465072, "mask_rcnn/false_negative": 0.08605452564076943, "mask_rcnn/false_positive": 0.11300839775057384, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.023269600002095, "total_loss": 0.7541112226899713}
{"data_time": 0.013500788249075413, "eta_seconds": 141998.94015475642, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.27812812187812186, "fast_rcnn/fg_cls_accuracy": 0.6728038638922178, "iteration": 129779, "loss_box_reg": 0.20070451498031616, "loss_cls": 0.17155188228935003, "loss_mask": 0.2340865582227707, "loss_rpn_cls": 0.030514676473103464, "loss_rpn_loc": 0.07124863564968109, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020410924109903, "mask_rcnn/false_negative": 0.08529365027115918, "mask_rcnn/false_positive": 0.1185850924772617, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0346599435433745, "total_loss": 0.7143238782300614}
{"data_time": 0.01690024952404201, "eta_seconds": 141921.15893433802, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3423408208072961, "fast_rcnn/fg_cls_accuracy": 0.6393345718628609, "iteration": 129799, "loss_box_reg": 0.23222742415964603, "loss_cls": 0.19559074938297272, "loss_mask": 0.26111180894076824, "loss_rpn_cls": 0.04362070601200685, "loss_rpn_loc": 0.07952481624670327, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839887175959855, "mask_rcnn/false_negative": 0.09330087848197616, "mask_rcnn/false_positive": 0.13891494545920413, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9644934465177357, "total_loss": 0.8105414391029626}
{"data_time": 0.01610529236495495, "eta_seconds": 141946.06662460603, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3221085972850679, "fast_rcnn/fg_cls_accuracy": 0.6609384975526709, "iteration": 129819, "loss_box_reg": 0.22614457458257675, "loss_cls": 0.17769906297326088, "loss_mask": 0.23964026384055614, "loss_rpn_cls": 0.03318963035417255, "loss_rpn_loc": 0.06460618728306144, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918431408545474, "mask_rcnn/false_negative": 0.10209479197912597, "mask_rcnn/false_positive": 0.1046400293041055, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0440847417339683, "total_loss": 0.75244707823731}
{"data_time": 0.01825212687253952, "eta_seconds": 141867.43683457375, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3240679252442842, "fast_rcnn/fg_cls_accuracy": 0.6521428571428571, "iteration": 129839, "loss_box_reg": 0.22915522940456867, "loss_cls": 0.1894859978929162, "loss_mask": 0.2510639876127243, "loss_rpn_cls": 0.03845874243415892, "loss_rpn_loc": 0.08626529760658741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871063319923785, "mask_rcnn/false_negative": 0.10240443883835404, "mask_rcnn/false_positive": 0.12877555467438145, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.991877242224291, "total_loss": 0.8025205084122717}
{"data_time": 0.013698134804144502, "eta_seconds": 141860.42234706227, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2687964354507546, "fast_rcnn/fg_cls_accuracy": 0.719347581552306, "iteration": 129859, "loss_box_reg": 0.21165648847818375, "loss_cls": 0.16575725004076958, "loss_mask": 0.23146512731909752, "loss_rpn_cls": 0.02911530196433887, "loss_rpn_loc": 0.0722216727444902, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957223830543453, "mask_rcnn/false_negative": 0.08132048522767647, "mask_rcnn/false_positive": 0.1161185365789994, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0305644744075835, "total_loss": 0.7148322353023104}
{"data_time": 0.016853791428729892, "eta_seconds": 141818.5747820884, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2972027972027972, "fast_rcnn/fg_cls_accuracy": 0.6647552447552447, "iteration": 129879, "loss_box_reg": 0.23072602413594723, "loss_cls": 0.18399204686284065, "loss_mask": 0.24432391673326492, "loss_rpn_cls": 0.031060225912369788, "loss_rpn_loc": 0.07201142329722643, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896940797989386, "mask_rcnn/false_negative": 0.09189715813608992, "mask_rcnn/false_positive": 0.11707426166972257, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.000245985807851, "total_loss": 0.7611121544614434}
{"data_time": 0.02059986931271851, "eta_seconds": 141844.7826411808, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2637526056230617, "fast_rcnn/fg_cls_accuracy": 0.7184163318025258, "iteration": 129899, "loss_box_reg": 0.2130208145827055, "loss_cls": 0.17131055053323507, "loss_mask": 0.23892572335898876, "loss_rpn_cls": 0.035391235956922174, "loss_rpn_loc": 0.07708732533501461, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034949183284886, "mask_rcnn/false_negative": 0.07955340323925848, "mask_rcnn/false_positive": 0.11051490752039765, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0375967985019088, "total_loss": 0.7372835104470141}
{"data_time": 0.01419175136834383, "eta_seconds": 141824.53356442973, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.26298773690078037, "fast_rcnn/fg_cls_accuracy": 0.7204948646125117, "iteration": 129919, "loss_box_reg": 0.19039746094495058, "loss_cls": 0.15645813196897507, "loss_mask": 0.2271514181047678, "loss_rpn_cls": 0.02945840486790985, "loss_rpn_loc": 0.058201356150675565, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076937794348509, "mask_rcnn/false_negative": 0.08544708300963236, "mask_rcnn/false_positive": 0.08677529712133861, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9987726244144142, "total_loss": 0.666909754043445}
{"data_time": 0.012630487326532602, "eta_seconds": 141726.93983184174, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.30860155382907883, "fast_rcnn/fg_cls_accuracy": 0.6735479097299297, "iteration": 129939, "loss_box_reg": 0.22813569009304047, "loss_cls": 0.1842108047567308, "loss_mask": 0.24771005101501942, "loss_rpn_cls": 0.03437797137303278, "loss_rpn_loc": 0.0761872825678438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966835555303952, "mask_rcnn/false_negative": 0.09150431340014101, "mask_rcnn/false_positive": 0.12330084474763298, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0051284078508615, "total_loss": 0.7572793125873432}
{"data_time": 0.014314603293314576, "eta_seconds": 141706.70179959387, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2694276713048044, "fast_rcnn/fg_cls_accuracy": 0.6972640065169455, "iteration": 129959, "loss_box_reg": 0.23516057804226875, "loss_cls": 0.17641532141715288, "loss_mask": 0.2547643110156059, "loss_rpn_cls": 0.028489116113632917, "loss_rpn_loc": 0.07151782920118421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906801903453689, "mask_rcnn/false_negative": 0.09306560559149978, "mask_rcnn/false_positive": 0.12200385493837257, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0290910485200584, "total_loss": 0.8000859880121425}
{"data_time": 0.014382737455889583, "eta_seconds": 141700.27333277278, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3106963938227135, "fast_rcnn/fg_cls_accuracy": 0.672998114908614, "iteration": 129979, "loss_box_reg": 0.22770193312317133, "loss_cls": 0.18623599968850613, "loss_mask": 0.2514863982796669, "loss_rpn_cls": 0.03526352206245065, "loss_rpn_loc": 0.07286208192817867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979108358169892, "mask_rcnn/false_negative": 0.10434317031470033, "mask_rcnn/false_positive": 0.11031250107692447, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0065365210175514, "total_loss": 0.7603505869628862}
{"bbox/AP": 41.83699227168944, "bbox/AP-airplane": 66.37520084291224, "bbox/AP-apple": 18.292361670415318, "bbox/AP-backpack": 16.404960626269986, "bbox/AP-banana": 24.921111805714418, "bbox/AP-baseball bat": 29.13290078271706, "bbox/AP-baseball glove": 40.21691653057729, "bbox/AP-bear": 71.4177337218964, "bbox/AP-bed": 44.198284861615164, "bbox/AP-bench": 25.201328089032458, "bbox/AP-bicycle": 31.461415722766862, "bbox/AP-bird": 38.10933260103197, "bbox/AP-boat": 27.17383848856249, "bbox/AP-book": 15.538057444257614, "bbox/AP-bottle": 38.823628678089044, "bbox/AP-bowl": 40.749605394294676, "bbox/AP-broccoli": 23.549104212791573, "bbox/AP-bus": 64.413081810819, "bbox/AP-cake": 39.873514134788245, "bbox/AP-car": 45.38376703533985, "bbox/AP-carrot": 20.40308562022251, "bbox/AP-cat": 66.35923137728201, "bbox/AP-cell phone": 35.001143637566834, "bbox/AP-chair": 28.836373191125546, "bbox/AP-clock": 51.06701976868215, "bbox/AP-couch": 41.71399927223939, "bbox/AP-cow": 56.01884035614215, "bbox/AP-cup": 42.721713053396975, "bbox/AP-dining table": 26.65262651410103, "bbox/AP-dog": 61.323138732067214, "bbox/AP-donut": 48.88081786904006, "bbox/AP-elephant": 63.32884783407769, "bbox/AP-fire hydrant": 66.61187106792298, "bbox/AP-fork": 33.36059336114475, "bbox/AP-frisbee": 66.07767600494341, "bbox/AP-giraffe": 65.37489566947305, "bbox/AP-hair drier": 9.16831683168317, "bbox/AP-handbag": 15.305269257959067, "bbox/AP-horse": 57.080419371461566, "bbox/AP-hot dog": 32.932990531130024, "bbox/AP-keyboard": 50.00785298577279, "bbox/AP-kite": 44.65935823495155, "bbox/AP-knife": 19.30143930826151, "bbox/AP-laptop": 59.8094197628237, "bbox/AP-microwave": 56.124227282515626, "bbox/AP-motorcycle": 43.619792736711126, "bbox/AP-mouse": 60.10978480122965, "bbox/AP-orange": 30.351597821316556, "bbox/AP-oven": 34.49659912520032, "bbox/AP-parking meter": 39.11189397261269, "bbox/AP-person": 55.38443902532877, "bbox/AP-pizza": 50.566960873463685, "bbox/AP-potted plant": 25.339239825353292, "bbox/AP-refrigerator": 52.55453620127738, "bbox/AP-remote": 35.14716124665369, "bbox/AP-sandwich": 35.084327337658856, "bbox/AP-scissors": 25.747154755783196, "bbox/AP-sheep": 53.04005127560525, "bbox/AP-sink": 37.630947916729305, "bbox/AP-skateboard": 52.632330822762064, "bbox/AP-skis": 22.831906246824968, "bbox/AP-snowboard": 38.588296918988554, "bbox/AP-spoon": 16.691199887311257, "bbox/AP-sports ball": 50.89285275879464, "bbox/AP-stop sign": 67.13232725632837, "bbox/AP-suitcase": 39.94604128457276, "bbox/AP-surfboard": 40.587778846280976, "bbox/AP-teddy bear": 48.00843849330778, "bbox/AP-tennis racket": 48.709281018318514, "bbox/AP-tie": 33.88978895102373, "bbox/AP-toaster": 44.23241450489135, "bbox/AP-toilet": 57.68577557825583, "bbox/AP-toothbrush": 24.551887528390214, "bbox/AP-traffic light": 28.774667517683262, "bbox/AP-train": 60.718604932322506, "bbox/AP-truck": 33.97826000549647, "bbox/AP-tv": 55.21480403153065, "bbox/AP-umbrella": 40.11205931643327, "bbox/AP-vase": 40.32922375585635, "bbox/AP-wine glass": 37.21533185918932, "bbox/AP-zebra": 66.69431195579003, "bbox/AP50": 64.05857568687617, "bbox/AP75": 46.02780956545197, "bbox/APl": 52.17957851609246, "bbox/APm": 45.558572603013026, "bbox/APs": 27.239408859568858, "data_time": 0.018580975010991096, "eta_seconds": 141718.70364341885, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.289615741815649, "fast_rcnn/fg_cls_accuracy": 0.6765743201799224, "iteration": 129999, "loss_box_reg": 0.20429323986172676, "loss_cls": 0.17555042542517185, "loss_mask": 0.23215512745082378, "loss_rpn_cls": 0.039013946894556284, "loss_rpn_loc": 0.0787710736040026, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026517553714724, "mask_rcnn/false_negative": 0.08603444402709182, "mask_rcnn/false_positive": 0.09848472543702302, "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, "segm/AP": 38.584884950045364, "segm/AP-airplane": 53.98519742017531, "segm/AP-apple": 18.08276475818556, "segm/AP-backpack": 16.3670365495433, "segm/AP-banana": 20.732760751031563, "segm/AP-baseball bat": 27.663054986751245, "segm/AP-baseball glove": 43.67759471161955, "segm/AP-bear": 73.82246188882651, "segm/AP-bed": 34.18743310827913, "segm/AP-bench": 17.906883979142385, "segm/AP-bicycle": 19.463719252929266, "segm/AP-bird": 32.444348153339334, "segm/AP-boat": 24.305517402129674, "segm/AP-book": 9.982147331189644, "segm/AP-bottle": 37.998953809443066, "segm/AP-bowl": 38.427694849445274, "segm/AP-broccoli": 22.214420526528393, "segm/AP-bus": 63.015941457799165, "segm/AP-cake": 41.0279987594663, "segm/AP-car": 42.1800676332607, "segm/AP-carrot": 16.950181890654097, "segm/AP-cat": 66.9078868844515, "segm/AP-cell phone": 34.75926094394564, "segm/AP-chair": 18.75392321028488, "segm/AP-clock": 52.319471798664985, "segm/AP-couch": 37.08777680109951, "segm/AP-cow": 48.95140005242529, "segm/AP-cup": 43.9051413524027, "segm/AP-dining table": 15.603794301351853, "segm/AP-dog": 60.572756528588165, "segm/AP-donut": 51.05715675773214, "segm/AP-elephant": 58.59398195446608, "segm/AP-fire hydrant": 64.74275216727379, "segm/AP-fork": 17.983815844241093, "segm/AP-frisbee": 64.97527611442793, "segm/AP-giraffe": 52.41237096212371, "segm/AP-hair drier": 5.475247524752476, "segm/AP-handbag": 15.724041693171925, "segm/AP-horse": 40.9062553101055, "segm/AP-hot dog": 28.288165150374734, "segm/AP-keyboard": 50.03804236852256, "segm/AP-kite": 33.471799561744724, "segm/AP-knife": 11.990791574925778, "segm/AP-laptop": 60.596903212327845, "segm/AP-microwave": 58.193505938880676, "segm/AP-motorcycle": 34.127755730485596, "segm/AP-mouse": 61.665433001946546, "segm/AP-orange": 30.399755122916556, "segm/AP-oven": 32.667233331985855, "segm/AP-parking meter": 42.21261518187455, "segm/AP-person": 48.62582719300849, "segm/AP-pizza": 50.74962974685634, "segm/AP-potted plant": 22.389024062227016, "segm/AP-refrigerator": 54.89596410713779, "segm/AP-remote": 33.512086879926876, "segm/AP-sandwich": 36.91455271344147, "segm/AP-scissors": 19.138782239520356, "segm/AP-sheep": 48.34316169125874, "segm/AP-sink": 36.33424371131726, "segm/AP-skateboard": 30.71365411404774, "segm/AP-skis": 4.1513286903768, "segm/AP-snowboard": 22.062598258562193, "segm/AP-spoon": 11.713948851838879, "segm/AP-sports ball": 50.23240396624817, "segm/AP-stop sign": 66.77858027031226, "segm/AP-suitcase": 42.390153617268794, "segm/AP-surfboard": 34.60328144092909, "segm/AP-teddy bear": 46.0868585211885, "segm/AP-tennis racket": 55.59143421531398, "segm/AP-tie": 32.66261503859493, "segm/AP-toaster": 50.14472213350367, "segm/AP-toilet": 57.83123750844459, "segm/AP-toothbrush": 16.10234871205565, "segm/AP-traffic light": 28.258924246327283, "segm/AP-train": 61.447579836585945, "segm/AP-truck": 35.32715498664045, "segm/AP-tv": 58.60247660107258, "segm/AP-umbrella": 47.53011934690428, "segm/AP-vase": 39.93294882987987, "segm/AP-wine glass": 34.90762034433947, "segm/AP-zebra": 59.995044531265606, "segm/AP50": 61.02276780851602, "segm/AP75": 41.444496798566, "segm/APl": 54.62304268225905, "segm/APm": 41.70696796875965, "segm/APs": 21.217499001843024, "time": 1.0196166359819472, "total_loss": 0.7076123722363263}
{"data_time": 0.014054783387109637, "eta_seconds": 141556.98643750045, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31074025731866495, "fast_rcnn/fg_cls_accuracy": 0.6578510436432637, "iteration": 130019, "loss_box_reg": 0.2187262810766697, "loss_cls": 0.18247497361153364, "loss_mask": 0.23998306319117546, "loss_rpn_cls": 0.03231369482818991, "loss_rpn_loc": 0.06331124994903803, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048804820349325, "mask_rcnn/false_negative": 0.08334311884057663, "mask_rcnn/false_positive": 0.11048737440162526, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9458402909804136, "total_loss": 0.7667644373141229}
{"data_time": 0.017639748752117157, "eta_seconds": 141639.55331848934, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28443626029462943, "fast_rcnn/fg_cls_accuracy": 0.6667314386130918, "iteration": 130039, "loss_box_reg": 0.21282810159027576, "loss_cls": 0.16645208047702909, "loss_mask": 0.23544060066342354, "loss_rpn_cls": 0.028812938544433564, "loss_rpn_loc": 0.07501326082274318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889802973076022, "mask_rcnn/false_negative": 0.10091746209279873, "mask_rcnn/false_positive": 0.11007323434717925, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0392548623494804, "total_loss": 0.7450497191748582}
{"data_time": 0.014608475379645824, "eta_seconds": 141636.39277052134, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.26995350639287097, "fast_rcnn/fg_cls_accuracy": 0.6919871794871795, "iteration": 130059, "loss_box_reg": 0.2015062216669321, "loss_cls": 0.17105812951922417, "loss_mask": 0.22207436710596085, "loss_rpn_cls": 0.035358673660084605, "loss_rpn_loc": 0.0757386852055788, "lr": 0.0001, "mask_rcnn/accuracy": 0.903592594493594, "mask_rcnn/false_negative": 0.08086152724602212, "mask_rcnn/false_positive": 0.1188106318832093, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9935747713316232, "total_loss": 0.7102676302893087}
{"data_time": 0.01641808240674436, "eta_seconds": 141496.3104896061, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2819022569149839, "fast_rcnn/fg_cls_accuracy": 0.6937256066519599, "iteration": 130079, "loss_box_reg": 0.24037760868668556, "loss_cls": 0.19984304998070002, "loss_mask": 0.2381801325827837, "loss_rpn_cls": 0.0313048476818949, "loss_rpn_loc": 0.08233935805037618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879427605903545, "mask_rcnn/false_negative": 0.09390474045130989, "mask_rcnn/false_positive": 0.12367338706540706, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9799347149673849, "total_loss": 0.796252166852355}
{"data_time": 0.014432171592488885, "eta_seconds": 141476.08517364133, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3112882163541573, "fast_rcnn/fg_cls_accuracy": 0.6521217072687662, "iteration": 130099, "loss_box_reg": 0.2226523496210575, "loss_cls": 0.17149523459374905, "loss_mask": 0.24072265811264515, "loss_rpn_cls": 0.028973785374546424, "loss_rpn_loc": 0.07363911089487374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889183653008538, "mask_rcnn/false_negative": 0.10170385847364, "mask_rcnn/false_positive": 0.1315121443600717, "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": 1.0033741346560419, "total_loss": 0.7407244977657683}
{"data_time": 0.015272188931703568, "eta_seconds": 141379.93208984844, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.23793924955330553, "fast_rcnn/fg_cls_accuracy": 0.7516617372353673, "iteration": 130119, "loss_box_reg": 0.20625264570116997, "loss_cls": 0.17213720828294754, "loss_mask": 0.2295332122594118, "loss_rpn_cls": 0.03126821469049901, "loss_rpn_loc": 0.07463067217031494, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001682663692516, "mask_rcnn/false_negative": 0.097699432707902, "mask_rcnn/false_positive": 0.10847492227289733, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0096919140778482, "total_loss": 0.7357766223140061}
{"data_time": 0.012425635475665331, "eta_seconds": 141144.89370445255, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3093608933238299, "fast_rcnn/fg_cls_accuracy": 0.655054945054945, "iteration": 130139, "loss_box_reg": 0.221868634223938, "loss_cls": 0.1778813200071454, "loss_mask": 0.23881050013005733, "loss_rpn_cls": 0.035863250377587974, "loss_rpn_loc": 0.06898071290925145, "lr": 0.0001, "mask_rcnn/accuracy": 0.899514626787354, "mask_rcnn/false_negative": 0.08323534244538391, "mask_rcnn/false_positive": 0.11763821031531585, "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": 1.0009555818978697, "total_loss": 0.746783675509505}
{"data_time": 0.014082120032981038, "eta_seconds": 141181.72940164804, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3198397172966492, "fast_rcnn/fg_cls_accuracy": 0.6063037564232915, "iteration": 130159, "loss_box_reg": 0.22206119634211063, "loss_cls": 0.19499628338962793, "loss_mask": 0.2509650085121393, "loss_rpn_cls": 0.033623187337070704, "loss_rpn_loc": 0.06765988003462553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924167138004004, "mask_rcnn/false_negative": 0.09032575543548957, "mask_rcnn/false_positive": 0.12123559055022155, "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": 0.9913770728744566, "total_loss": 0.7792388636153191}
{"data_time": 0.015403581550344825, "eta_seconds": 141161.53750671074, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.27862956198532474, "fast_rcnn/fg_cls_accuracy": 0.7156602023838747, "iteration": 130179, "loss_box_reg": 0.2157809492200613, "loss_cls": 0.17258305102586746, "loss_mask": 0.2378965988755226, "loss_rpn_cls": 0.030039486242458224, "loss_rpn_loc": 0.07829648070037365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931008988818301, "mask_rcnn/false_negative": 0.09393152885906589, "mask_rcnn/false_positive": 0.11689762840416618, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0298877989407629, "total_loss": 0.7339963726699352}
{"data_time": 0.015117981936782598, "eta_seconds": 140975.0215999782, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2760483239186905, "fast_rcnn/fg_cls_accuracy": 0.6802194092827004, "iteration": 130199, "loss_box_reg": 0.21674495097249746, "loss_cls": 0.18188857194036245, "loss_mask": 0.2425763700157404, "loss_rpn_cls": 0.03651699237525463, "loss_rpn_loc": 0.07846315193455666, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086252306527107, "mask_rcnn/false_negative": 0.09406934198193737, "mask_rcnn/false_positive": 0.09141400668238742, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9988349501509219, "total_loss": 0.7549111365806311}
{"data_time": 0.013537080958485603, "eta_seconds": 140983.403399596, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3159232241090648, "fast_rcnn/fg_cls_accuracy": 0.6452550885540577, "iteration": 130219, "loss_box_reg": 0.20578058995306492, "loss_cls": 0.15621948707848787, "loss_mask": 0.24269333109259605, "loss_rpn_cls": 0.03394132968969643, "loss_rpn_loc": 0.07711209380067885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964275864786069, "mask_rcnn/false_negative": 0.10842733541131855, "mask_rcnn/false_positive": 0.09856571670880873, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.001218090299517, "total_loss": 0.7474812304135412}
{"data_time": 0.021519476547837257, "eta_seconds": 140829.05864018947, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3150640297037205, "fast_rcnn/fg_cls_accuracy": 0.6453085067542899, "iteration": 130239, "loss_box_reg": 0.21572392992675304, "loss_cls": 0.18880564905703068, "loss_mask": 0.2433593776077032, "loss_rpn_cls": 0.03904009866528213, "loss_rpn_loc": 0.06966904713772237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8730636227705368, "mask_rcnn/false_negative": 0.10081098304370766, "mask_rcnn/false_positive": 0.15425135889566516, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9960218323394656, "total_loss": 0.7997030640253797}
{"data_time": 0.014983400236815214, "eta_seconds": 140808.90565526672, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3044898087966177, "fast_rcnn/fg_cls_accuracy": 0.6748062484049913, "iteration": 130259, "loss_box_reg": 0.20387429557740688, "loss_cls": 0.16674380283802748, "loss_mask": 0.24176955968141556, "loss_rpn_cls": 0.033412143238820136, "loss_rpn_loc": 0.09034653793787584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877568681318682, "mask_rcnn/false_negative": 0.08288420424825572, "mask_rcnn/false_positive": 0.12406204908481043, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.020135136321187, "total_loss": 0.7389978712308221}
{"data_time": 0.01586583605967462, "eta_seconds": 140638.46459509805, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.3105734964546824, "fast_rcnn/fg_cls_accuracy": 0.6377465219385414, "iteration": 130279, "loss_box_reg": 0.19765058159828186, "loss_cls": 0.17592204734683037, "loss_mask": 0.2327655553817749, "loss_rpn_cls": 0.034016055054962635, "loss_rpn_loc": 0.07156153640244156, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965538623445743, "mask_rcnn/false_negative": 0.0939644196743218, "mask_rcnn/false_positive": 0.11341737974018007, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0023037255741656, "total_loss": 0.7293298337608576}
{"data_time": 0.012997213983908296, "eta_seconds": 140585.24550332222, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32024427718458875, "fast_rcnn/fg_cls_accuracy": 0.6441741058404808, "iteration": 130299, "loss_box_reg": 0.20414359075948596, "loss_cls": 0.16347526386380196, "loss_mask": 0.22865505144000053, "loss_rpn_cls": 0.034752355073578656, "loss_rpn_loc": 0.08281152573181316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995771836816712, "mask_rcnn/false_negative": 0.08489082636586076, "mask_rcnn/false_positive": 0.11681842826545809, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 0.9896697027143091, "total_loss": 0.7162909792677965}
{"data_time": 0.014707467518746853, "eta_seconds": 140494.10058997571, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3292500365123412, "fast_rcnn/fg_cls_accuracy": 0.6494115052785358, "iteration": 130319, "loss_box_reg": 0.21283592842519283, "loss_cls": 0.18094061501324177, "loss_mask": 0.2362286588177085, "loss_rpn_cls": 0.03060234966687858, "loss_rpn_loc": 0.05196167668327689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898382495074533, "mask_rcnn/false_negative": 0.09508688710429473, "mask_rcnn/false_positive": 0.1169095338726312, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0046582990325987, "total_loss": 0.6940625587594695}
{"data_time": 0.023895454360172153, "eta_seconds": 140552.98783199862, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3349019607843137, "fast_rcnn/fg_cls_accuracy": 0.6434433366711655, "iteration": 130339, "loss_box_reg": 0.20784908719360828, "loss_cls": 0.1784344343468547, "loss_mask": 0.23106827586889267, "loss_rpn_cls": 0.02992596779949963, "loss_rpn_loc": 0.06624946277588606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921720043439062, "mask_rcnn/false_negative": 0.09693309859820426, "mask_rcnn/false_positive": 0.11152183401178245, "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": 1.016002189135179, "total_loss": 0.7275937094818801}
{"data_time": 0.014555234927684069, "eta_seconds": 140516.48943486623, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.31646794865431005, "fast_rcnn/fg_cls_accuracy": 0.648507755446919, "iteration": 130359, "loss_box_reg": 0.23269435577094555, "loss_cls": 0.1956819612532854, "loss_mask": 0.24244523141533136, "loss_rpn_cls": 0.035802101250737906, "loss_rpn_loc": 0.07929388899356127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905088671021945, "mask_rcnn/false_negative": 0.10170669679952607, "mask_rcnn/false_positive": 0.1266198068658017, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 1.0544328824616969, "total_loss": 0.802169726928696}
{"data_time": 0.014748689252883196, "eta_seconds": 140297.44698967785, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3094017094017094, "fast_rcnn/fg_cls_accuracy": 0.6523986103582516, "iteration": 130379, "loss_box_reg": 0.23588831070810556, "loss_cls": 0.18320561852306128, "loss_mask": 0.24513746052980423, "loss_rpn_cls": 0.034850090043619275, "loss_rpn_loc": 0.07836078002583236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915466419487049, "mask_rcnn/false_negative": 0.09864844529755562, "mask_rcnn/false_positive": 0.12046260777885649, "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": 0.9985626866109669, "total_loss": 0.7705473254900426}
{"data_time": 0.01674105552956462, "eta_seconds": 140280.28904618695, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2867540770941438, "fast_rcnn/fg_cls_accuracy": 0.6948829431438127, "iteration": 130399, "loss_box_reg": 0.22596101462841034, "loss_cls": 0.18250078242272139, "loss_mask": 0.23736744932830334, "loss_rpn_cls": 0.035258800839073956, "loss_rpn_loc": 0.07422812806908041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982718029064364, "mask_rcnn/false_negative": 0.09101581499469177, "mask_rcnn/false_positive": 0.1145070930991289, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.0166906716767699, "total_loss": 0.7629392188973725}
{"data_time": 0.014848287217319012, "eta_seconds": 140244.88430201076, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2623074599818786, "fast_rcnn/fg_cls_accuracy": 0.690799980037928, "iteration": 130419, "loss_box_reg": 0.20697502233088017, "loss_cls": 0.16975587885826826, "loss_mask": 0.24125572480261326, "loss_rpn_cls": 0.03504960495047271, "loss_rpn_loc": 0.07286416192073375, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002118509265902, "mask_rcnn/false_negative": 0.09530886315895096, "mask_rcnn/false_positive": 0.11826836956159839, "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": 0.9885325089562684, "total_loss": 0.7625292065786198}
{"data_time": 0.01758398488163948, "eta_seconds": 140237.1558650583, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.28537886532072576, "fast_rcnn/fg_cls_accuracy": 0.6819096601073344, "iteration": 130439, "loss_box_reg": 0.19162423722445965, "loss_cls": 0.17156178690493107, "loss_mask": 0.23470119200646877, "loss_rpn_cls": 0.025385629734955728, "loss_rpn_loc": 0.057305182912386954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026610603957987, "mask_rcnn/false_negative": 0.08562028761563616, "mask_rcnn/false_positive": 0.11626103700955223, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0059833598788828, "total_loss": 0.7043932223459706}
{"data_time": 0.018070693127810955, "eta_seconds": 140180.54513480514, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25675675675675674, "fast_rcnn/fg_cls_accuracy": 0.7193540289515521, "iteration": 130459, "loss_box_reg": 0.22409533243626356, "loss_cls": 0.17590569611638784, "loss_mask": 0.2363155409693718, "loss_rpn_cls": 0.032660981989465654, "loss_rpn_loc": 0.06276709970552474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964904448180533, "mask_rcnn/false_negative": 0.09195764714794363, "mask_rcnn/false_positive": 0.1027716982126202, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9837402431294322, "total_loss": 0.7589077523443848}
{"data_time": 0.024286484345793724, "eta_seconds": 140160.45332670212, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2851351351351351, "fast_rcnn/fg_cls_accuracy": 0.6627491745138804, "iteration": 130479, "loss_box_reg": 0.2293224111199379, "loss_cls": 0.18526894599199295, "loss_mask": 0.24118767119944096, "loss_rpn_cls": 0.032891125680180266, "loss_rpn_loc": 0.0871860389597714, "lr": 0.0001, "mask_rcnn/accuracy": 0.9082673530930663, "mask_rcnn/false_negative": 0.08483829192575429, "mask_rcnn/false_positive": 0.10360003144392864, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0147536920849234, "total_loss": 0.802284934790805}
{"data_time": 0.013682424556463957, "eta_seconds": 140094.77916487958, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3118865133790507, "fast_rcnn/fg_cls_accuracy": 0.6670486151917578, "iteration": 130499, "loss_box_reg": 0.23284531384706497, "loss_cls": 0.18323460966348648, "loss_mask": 0.25124735571444035, "loss_rpn_cls": 0.03540892410092056, "loss_rpn_loc": 0.08459971263073385, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909111401221931, "mask_rcnn/false_negative": 0.0946229457789379, "mask_rcnn/false_positive": 0.11334016853855797, "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": 0.9719910069834441, "total_loss": 0.7969769047340378}
{"data_time": 0.021763897500932217, "eta_seconds": 140133.13860025257, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2859237536656891, "fast_rcnn/fg_cls_accuracy": 0.6819550360461724, "iteration": 130519, "loss_box_reg": 0.21474509686231613, "loss_cls": 0.1850566272623837, "loss_mask": 0.23878210596740246, "loss_rpn_cls": 0.035915343498345464, "loss_rpn_loc": 0.0735462992452085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908401777133141, "mask_rcnn/false_negative": 0.0892578701746311, "mask_rcnn/false_positive": 0.12784521317636952, "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": 0.99773482629098, "total_loss": 0.7673355374136008}
{"data_time": 0.01720221107825637, "eta_seconds": 139935.94842599705, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2596168760663875, "fast_rcnn/fg_cls_accuracy": 0.7207706701781136, "iteration": 130539, "loss_box_reg": 0.1848349291831255, "loss_cls": 0.15357136679813266, "loss_mask": 0.22805159352719784, "loss_rpn_cls": 0.034345120075158775, "loss_rpn_loc": 0.06491518521215767, "lr": 0.0001, "mask_rcnn/accuracy": 0.9091771631295664, "mask_rcnn/false_negative": 0.08360120590678474, "mask_rcnn/false_positive": 0.09492469198714494, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9678242455702275, "total_loss": 0.6683650381164625}
{"data_time": 0.014025249984115362, "eta_seconds": 139815.77048080042, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3335299979022446, "fast_rcnn/fg_cls_accuracy": 0.6198223551138862, "iteration": 130559, "loss_box_reg": 0.18947380688041449, "loss_cls": 0.1662504579871893, "loss_mask": 0.24737116880714893, "loss_rpn_cls": 0.03402787493541837, "loss_rpn_loc": 0.06071715708822012, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046523211105795, "mask_rcnn/false_negative": 0.08490806502447978, "mask_rcnn/false_positive": 0.11239494452918337, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9766226029023528, "total_loss": 0.7058909006882459}
{"data_time": 0.012437464203685522, "eta_seconds": 139707.5044073444, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.41208471760797344, "fast_rcnn/fg_cls_accuracy": 0.5662691269126913, "iteration": 130579, "loss_box_reg": 0.1906517781317234, "loss_cls": 0.1698382869362831, "loss_mask": 0.24631579779088497, "loss_rpn_cls": 0.03059022151865065, "loss_rpn_loc": 0.061218486283905804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937245695047065, "mask_rcnn/false_negative": 0.10066669407178797, "mask_rcnn/false_positive": 0.1256136147376356, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9715944309718907, "total_loss": 0.7051075610797852}
{"data_time": 0.02123977872543037, "eta_seconds": 139720.5650905613, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3409603281460375, "fast_rcnn/fg_cls_accuracy": 0.6074268239405853, "iteration": 130599, "loss_box_reg": 0.20959688257426023, "loss_cls": 0.17894845269620419, "loss_mask": 0.24965453706681728, "loss_rpn_cls": 0.03870727773755789, "loss_rpn_loc": 0.07419082312844694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908600176153652, "mask_rcnn/false_negative": 0.09435948089361823, "mask_rcnn/false_positive": 0.10518682997798795, "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": 1.0283712164964527, "total_loss": 0.7693237354978919}
{"data_time": 0.019405362894758582, "eta_seconds": 139608.73847065028, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28507812499999996, "fast_rcnn/fg_cls_accuracy": 0.6806159633243212, "iteration": 130619, "loss_box_reg": 0.19199748151004314, "loss_cls": 0.16048723133280873, "loss_mask": 0.23313243128359318, "loss_rpn_cls": 0.03031922283116728, "loss_rpn_loc": 0.07202019775286317, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061727407049254, "mask_rcnn/false_negative": 0.08140365335042443, "mask_rcnn/false_positive": 0.11517248198257142, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9686981698032469, "total_loss": 0.7107829556334764}
{"data_time": 0.020911717088893056, "eta_seconds": 139544.26102109253, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.33563829787234045, "fast_rcnn/fg_cls_accuracy": 0.6315331010452963, "iteration": 130639, "loss_box_reg": 0.2275615120306611, "loss_cls": 0.1946379914879799, "loss_mask": 0.2479238249361515, "loss_rpn_cls": 0.03262813319452107, "loss_rpn_loc": 0.07850823423359543, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026943649538537, "mask_rcnn/false_negative": 0.10258078483158606, "mask_rcnn/false_positive": 0.10284014415742102, "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": 1.0095434600953013, "total_loss": 0.8020232429262251}
{"data_time": 0.017412212444469333, "eta_seconds": 139533.83405703586, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2567368314012609, "fast_rcnn/fg_cls_accuracy": 0.6881145896046559, "iteration": 130659, "loss_box_reg": 0.21885551884770393, "loss_cls": 0.17985637951642275, "loss_mask": 0.2394806705415249, "loss_rpn_cls": 0.03303675469942391, "loss_rpn_loc": 0.08074770495295525, "lr": 0.0001, "mask_rcnn/accuracy": 0.897139041705761, "mask_rcnn/false_negative": 0.0861815808238379, "mask_rcnn/false_positive": 0.12122101068742688, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9634257957804948, "total_loss": 0.7465992354555055}
{"data_time": 0.01580859743990004, "eta_seconds": 139382.96393956058, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32301026957638, "fast_rcnn/fg_cls_accuracy": 0.6094931844840836, "iteration": 130679, "loss_box_reg": 0.2092893486842513, "loss_cls": 0.1816597282886505, "loss_mask": 0.24150728061795235, "loss_rpn_cls": 0.034186868695542216, "loss_rpn_loc": 0.0853969813324511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865542238219937, "mask_rcnn/false_negative": 0.08559061932761014, "mask_rcnn/false_positive": 0.13912453942249295, "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": 0.9878442280460149, "total_loss": 0.7389307414414361}
{"data_time": 0.022956540575250983, "eta_seconds": 139320.6370224012, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3340985111825277, "fast_rcnn/fg_cls_accuracy": 0.6514823451032645, "iteration": 130699, "loss_box_reg": 0.21109623089432716, "loss_cls": 0.17460738774389029, "loss_mask": 0.23705919086933136, "loss_rpn_cls": 0.03534089250024408, "loss_rpn_loc": 0.08942087506875396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956460688798875, "mask_rcnn/false_negative": 0.0986531174589354, "mask_rcnn/false_positive": 0.10835598240566591, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9783729333430529, "total_loss": 0.7478185605723411}
{"data_time": 0.019917668541893363, "eta_seconds": 139253.55141839013, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.2666889185580774, "fast_rcnn/fg_cls_accuracy": 0.6881405234055582, "iteration": 130719, "loss_box_reg": 0.20734758116304874, "loss_cls": 0.1701631685718894, "loss_mask": 0.24864733032882214, "loss_rpn_cls": 0.03221052174922079, "loss_rpn_loc": 0.07183305569924414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946656697101454, "mask_rcnn/false_negative": 0.08965430352112902, "mask_rcnn/false_positive": 0.11112625422820491, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9830704475753009, "total_loss": 0.7372988824499771}
{"data_time": 0.014278784161433578, "eta_seconds": 139240.25579706766, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32985694877327576, "fast_rcnn/fg_cls_accuracy": 0.6577270670531117, "iteration": 130739, "loss_box_reg": 0.21609614044427872, "loss_cls": 0.18857562355697155, "loss_mask": 0.23373047821223736, "loss_rpn_cls": 0.02871683775447309, "loss_rpn_loc": 0.0744441079441458, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005974828455973, "mask_rcnn/false_negative": 0.08385690360266553, "mask_rcnn/false_positive": 0.11652732073612823, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9872438183519989, "total_loss": 0.7309596700360999}
{"data_time": 0.014573366614058614, "eta_seconds": 139095.51472267136, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3424488790342449, "fast_rcnn/fg_cls_accuracy": 0.642843637738703, "iteration": 130759, "loss_box_reg": 0.21826563216745853, "loss_cls": 0.18509093206375837, "loss_mask": 0.23976956866681576, "loss_rpn_cls": 0.03909922414459288, "loss_rpn_loc": 0.06347640015883371, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946132897025754, "mask_rcnn/false_negative": 0.09024666014348379, "mask_rcnn/false_positive": 0.11938263562529958, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9902998874895275, "total_loss": 0.7504364993656054}
{"data_time": 0.01659109932370484, "eta_seconds": 138958.47902464215, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29500414593698177, "fast_rcnn/fg_cls_accuracy": 0.6640339966832505, "iteration": 130779, "loss_box_reg": 0.21645579487085342, "loss_cls": 0.17872442863881588, "loss_mask": 0.23973009176552296, "loss_rpn_cls": 0.0301835797727108, "loss_rpn_loc": 0.07608551532030106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950967014712863, "mask_rcnn/false_negative": 0.09441169167472954, "mask_rcnn/false_positive": 0.1256936681999103, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.983384431572631, "total_loss": 0.7654068490955979}
{"data_time": 0.0158355045132339, "eta_seconds": 139037.82506100833, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3117068792786776, "fast_rcnn/fg_cls_accuracy": 0.6576923076923077, "iteration": 130799, "loss_box_reg": 0.20762893185019493, "loss_cls": 0.16631683614104986, "loss_mask": 0.24853894673287868, "loss_rpn_cls": 0.03573615418281406, "loss_rpn_loc": 0.0782200894318521, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853697108250773, "mask_rcnn/false_negative": 0.09618498431234163, "mask_rcnn/false_positive": 0.1279340044730579, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0014255547430366, "total_loss": 0.7710332269780338}
{"data_time": 0.020751740783452988, "eta_seconds": 138904.59085208364, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2772902772902773, "fast_rcnn/fg_cls_accuracy": 0.6571757925072046, "iteration": 130819, "loss_box_reg": 0.2140851505100727, "loss_cls": 0.17340216226875782, "loss_mask": 0.23713598446920514, "loss_rpn_cls": 0.031226816005073488, "loss_rpn_loc": 0.07020267948973924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945110449379909, "mask_rcnn/false_negative": 0.09691875003717504, "mask_rcnn/false_positive": 0.1113089019473466, "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": 0.9665309605188668, "total_loss": 0.7754359756945632}
{"data_time": 0.021510401042178273, "eta_seconds": 138898.59173300676, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31533426834969613, "fast_rcnn/fg_cls_accuracy": 0.6658147512864494, "iteration": 130839, "loss_box_reg": 0.2003650087863207, "loss_cls": 0.1665759040042758, "loss_mask": 0.23408887535333633, "loss_rpn_cls": 0.034633544622920454, "loss_rpn_loc": 0.07000009715557098, "lr": 0.0001, "mask_rcnn/accuracy": 0.898594780632963, "mask_rcnn/false_negative": 0.08675407492792797, "mask_rcnn/false_positive": 0.11892629215190037, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0030823042616248, "total_loss": 0.7305636928649619}
{"data_time": 0.01627516094595194, "eta_seconds": 138670.2085002372, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.29104291417165673, "fast_rcnn/fg_cls_accuracy": 0.6720164164596609, "iteration": 130859, "loss_box_reg": 0.21455147862434387, "loss_cls": 0.17630268540233374, "loss_mask": 0.26519468426704407, "loss_rpn_cls": 0.03418752073775977, "loss_rpn_loc": 0.08007391099818051, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007056287188788, "mask_rcnn/false_negative": 0.09075060859827416, "mask_rcnn/false_positive": 0.1035514770322393, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9664976617787033, "total_loss": 0.8047380099305883}
{"data_time": 0.01493798173032701, "eta_seconds": 138780.6504055485, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33174603174603173, "fast_rcnn/fg_cls_accuracy": 0.6401939655172414, "iteration": 130879, "loss_box_reg": 0.2205595290288329, "loss_cls": 0.18050961196422577, "loss_mask": 0.24574028328061104, "loss_rpn_cls": 0.031121899373829365, "loss_rpn_loc": 0.07549367588944733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852752663251651, "mask_rcnn/false_negative": 0.08432880032314088, "mask_rcnn/false_positive": 0.12638189298641986, "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": 1.0118018118664622, "total_loss": 0.7632229446317069}
{"data_time": 0.014854238834232092, "eta_seconds": 138619.4415307371, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.31465404448549217, "fast_rcnn/fg_cls_accuracy": 0.6603174603174603, "iteration": 130899, "loss_box_reg": 0.22096752002835274, "loss_cls": 0.1760395783931017, "loss_mask": 0.24218949675559998, "loss_rpn_cls": 0.032623414299450815, "loss_rpn_loc": 0.08954974892549217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977728333327037, "mask_rcnn/false_negative": 0.09698924791192201, "mask_rcnn/false_positive": 0.11995621203096425, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9920417671091855, "total_loss": 0.7546416309196502}
{"data_time": 0.013971054460853338, "eta_seconds": 138578.78016522154, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2813898135223165, "fast_rcnn/fg_cls_accuracy": 0.6985904308119912, "iteration": 130919, "loss_box_reg": 0.21563263144344091, "loss_cls": 0.16653911024332047, "loss_mask": 0.23006904684007168, "loss_rpn_cls": 0.03190975158941001, "loss_rpn_loc": 0.07050916808657348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996947925975363, "mask_rcnn/false_negative": 0.0901400745744858, "mask_rcnn/false_positive": 0.12851082773094807, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9731546151451766, "total_loss": 0.750294073484838}
{"data_time": 0.013843129621818662, "eta_seconds": 138579.57972152624, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.29179850582289607, "fast_rcnn/fg_cls_accuracy": 0.6748212763166525, "iteration": 130939, "loss_box_reg": 0.23222902230918407, "loss_cls": 0.19277989864349365, "loss_mask": 0.245167912915349, "loss_rpn_cls": 0.041063542128540576, "loss_rpn_loc": 0.08886011526919901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998550639768103, "mask_rcnn/false_negative": 0.08407566492451168, "mask_rcnn/false_positive": 0.11788103313721256, "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": 1.0169598390348256, "total_loss": 0.8044088231399655}
{"data_time": 0.017528587952256203, "eta_seconds": 138479.5317402482, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.27583677674382145, "fast_rcnn/fg_cls_accuracy": 0.673084197856365, "iteration": 130959, "loss_box_reg": 0.19951682444661856, "loss_cls": 0.17139932326972485, "loss_mask": 0.2397313192486763, "loss_rpn_cls": 0.029101401363732293, "loss_rpn_loc": 0.07010065554641187, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013190310396817, "mask_rcnn/false_negative": 0.08657215111515854, "mask_rcnn/false_positive": 0.10809987231569307, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0021545570343733, "total_loss": 0.7009717541513965}
{"data_time": 0.014088454190641642, "eta_seconds": 138459.61235996336, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28623548922056385, "fast_rcnn/fg_cls_accuracy": 0.6614105551974347, "iteration": 130979, "loss_box_reg": 0.21494623459875584, "loss_cls": 0.17070281133055687, "loss_mask": 0.24393205530941486, "loss_rpn_cls": 0.03686217265203595, "loss_rpn_loc": 0.08025977970100939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942512528815703, "mask_rcnn/false_negative": 0.10298183663410942, "mask_rcnn/false_positive": 0.11876546578003719, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0171927539631724, "total_loss": 0.7494017345597968}
{"data_time": 0.017659322591498494, "eta_seconds": 138426.13790067844, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.28413668098818473, "fast_rcnn/fg_cls_accuracy": 0.6952651144590101, "iteration": 130999, "loss_box_reg": 0.21731804590672255, "loss_cls": 0.1782090002670884, "loss_mask": 0.231624998152256, "loss_rpn_cls": 0.03203317988663912, "loss_rpn_loc": 0.07713385787792504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968776729387709, "mask_rcnn/false_negative": 0.08742914869852507, "mask_rcnn/false_positive": 0.11146052027513978, "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": 1.0102946402039379, "total_loss": 0.7640157130081207}
{"data_time": 0.014373634709045291, "eta_seconds": 138535.36461475305, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.29003655596173294, "fast_rcnn/fg_cls_accuracy": 0.6707245943318627, "iteration": 131019, "loss_box_reg": 0.22983930259943008, "loss_cls": 0.1744240941479802, "loss_mask": 0.24608017690479755, "loss_rpn_cls": 0.03695550956763327, "loss_rpn_loc": 0.07176370080560446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870213900340413, "mask_rcnn/false_negative": 0.09294148017720615, "mask_rcnn/false_positive": 0.11913234787183988, "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": 1.009005221305415, "total_loss": 0.7795209097675979}
{"data_time": 0.014349520904943347, "eta_seconds": 138490.81625120714, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.29696485623003194, "fast_rcnn/fg_cls_accuracy": 0.6843732381131367, "iteration": 131039, "loss_box_reg": 0.19343894254416227, "loss_cls": 0.16287863161414862, "loss_mask": 0.24215043149888515, "loss_rpn_cls": 0.0356692576315254, "loss_rpn_loc": 0.08113465225324035, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944917032233454, "mask_rcnn/false_negative": 0.1023388368906808, "mask_rcnn/false_positive": 0.10614530585395537, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.020646297140047, "total_loss": 0.7236894577508792}
{"data_time": 0.013911443995311856, "eta_seconds": 138366.38561093714, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2723815732290309, "fast_rcnn/fg_cls_accuracy": 0.7001945525291828, "iteration": 131059, "loss_box_reg": 0.19308135472238064, "loss_cls": 0.15162767097353935, "loss_mask": 0.23734661750495434, "loss_rpn_cls": 0.03014627960510552, "loss_rpn_loc": 0.058877606177702546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989522230092788, "mask_rcnn/false_negative": 0.08510189119430533, "mask_rcnn/false_positive": 0.12102475046672229, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.966187497600913, "total_loss": 0.674621306010522}
{"data_time": 0.015600946266204119, "eta_seconds": 138441.12271491438, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3161111546124466, "fast_rcnn/fg_cls_accuracy": 0.6570055904961565, "iteration": 131079, "loss_box_reg": 0.21324853040277958, "loss_cls": 0.1720584398135543, "loss_mask": 0.242347814142704, "loss_rpn_cls": 0.028609604109078646, "loss_rpn_loc": 0.07456489070318639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954370385641893, "mask_rcnn/false_negative": 0.09183154975970793, "mask_rcnn/false_positive": 0.11833369152972266, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0078884463291615, "total_loss": 0.7311451970599592}
{"data_time": 0.015146693913266063, "eta_seconds": 138399.4288535323, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2860903504401262, "fast_rcnn/fg_cls_accuracy": 0.6747508175534103, "iteration": 131099, "loss_box_reg": 0.21868172381073236, "loss_cls": 0.17642041435465217, "loss_mask": 0.23713497072458267, "loss_rpn_cls": 0.04082537046633661, "loss_rpn_loc": 0.07233456801623106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904280175886143, "mask_rcnn/false_negative": 0.09519446585136032, "mask_rcnn/false_positive": 0.1241977956067214, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9958338546566665, "total_loss": 0.7605741666047834}
{"data_time": 0.014558235881850123, "eta_seconds": 138401.26060068607, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27228994748687174, "fast_rcnn/fg_cls_accuracy": 0.6668122831812926, "iteration": 131119, "loss_box_reg": 0.2147531919181347, "loss_cls": 0.17859254777431488, "loss_mask": 0.2417456954717636, "loss_rpn_cls": 0.029659241903573275, "loss_rpn_loc": 0.08320782904047519, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054836313021546, "mask_rcnn/false_negative": 0.08508416700762725, "mask_rcnn/false_positive": 0.1068730555076105, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.008947386406362, "total_loss": 0.754147224361077}
{"data_time": 0.02266967063769698, "eta_seconds": 138351.62711490877, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2582788671023965, "fast_rcnn/fg_cls_accuracy": 0.7241328154501807, "iteration": 131139, "loss_box_reg": 0.2280455306172371, "loss_cls": 0.1766597623936832, "loss_mask": 0.2445018757134676, "loss_rpn_cls": 0.041297971503809094, "loss_rpn_loc": 0.0689303542021662, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047338578288457, "mask_rcnn/false_negative": 0.09584963973309321, "mask_rcnn/false_positive": 0.08994286299439344, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9819369404576719, "total_loss": 0.7708969720406458}
{"data_time": 0.018200216116383672, "eta_seconds": 138361.39848645777, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.28767770966479717, "fast_rcnn/fg_cls_accuracy": 0.6828255944742804, "iteration": 131159, "loss_box_reg": 0.20064582861959934, "loss_cls": 0.1681761285290122, "loss_mask": 0.2262944970279932, "loss_rpn_cls": 0.028378158167470247, "loss_rpn_loc": 0.0670306736137718, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029935669920142, "mask_rcnn/false_negative": 0.07721122955770117, "mask_rcnn/false_positive": 0.10690598625114321, "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": 0.998390881344676, "total_loss": 0.7206291082547978}
{"data_time": 0.018455213401466608, "eta_seconds": 138341.4674293436, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.25138762492723676, "fast_rcnn/fg_cls_accuracy": 0.7147436685769568, "iteration": 131179, "loss_box_reg": 0.21947212982922792, "loss_cls": 0.1627922374755144, "loss_mask": 0.2393417600542307, "loss_rpn_cls": 0.03814019984565675, "loss_rpn_loc": 0.05844400334171951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992188816922636, "mask_rcnn/false_negative": 0.09525946568161714, "mask_rcnn/false_positive": 0.10563844523097406, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0115013879258186, "total_loss": 0.7177435891935602}
{"data_time": 0.015423424076288939, "eta_seconds": 138291.846777685, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3310185185185185, "fast_rcnn/fg_cls_accuracy": 0.6396739705726686, "iteration": 131199, "loss_box_reg": 0.2151685319840908, "loss_cls": 0.18574093654751778, "loss_mask": 0.24125609546899796, "loss_rpn_cls": 0.03043555677868426, "loss_rpn_loc": 0.06512829847633839, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958158709912536, "mask_rcnn/false_negative": 0.08847293915547225, "mask_rcnn/false_positive": 0.12296337270485942, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9972782235126942, "total_loss": 0.7484796144417487}
{"data_time": 0.014225146034732461, "eta_seconds": 138166.04420507792, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2832885304659498, "fast_rcnn/fg_cls_accuracy": 0.6949973978662503, "iteration": 131219, "loss_box_reg": 0.22973338142037392, "loss_cls": 0.18807749077677727, "loss_mask": 0.2557299491018057, "loss_rpn_cls": 0.04635769152082503, "loss_rpn_loc": 0.08716969192028046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927763142885661, "mask_rcnn/false_negative": 0.09514874419035947, "mask_rcnn/false_positive": 0.11472371475072797, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9690278628841043, "total_loss": 0.809536867425777}
{"data_time": 0.01908694813027978, "eta_seconds": 138146.13268407993, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.27921099708125413, "fast_rcnn/fg_cls_accuracy": 0.7087537421000111, "iteration": 131239, "loss_box_reg": 0.20881973765790462, "loss_cls": 0.17495776247233152, "loss_mask": 0.24051361344754696, "loss_rpn_cls": 0.035265540587715805, "loss_rpn_loc": 0.08388643409125507, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047223757381513, "mask_rcnn/false_negative": 0.08736225561480046, "mask_rcnn/false_positive": 0.10792122281740885, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9948759786784649, "total_loss": 0.781794652226381}
{"data_time": 0.01576237566769123, "eta_seconds": 138058.02894860506, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29815673736509507, "fast_rcnn/fg_cls_accuracy": 0.687858094251464, "iteration": 131259, "loss_box_reg": 0.2129213334992528, "loss_cls": 0.17868571123108268, "loss_mask": 0.24112090654671192, "loss_rpn_cls": 0.03188534849323332, "loss_rpn_loc": 0.07536528189666569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986816733270864, "mask_rcnn/false_negative": 0.09996786731610353, "mask_rcnn/false_positive": 0.11937985399274746, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9945279215462506, "total_loss": 0.7398781719384715}
{"data_time": 0.015796108171343803, "eta_seconds": 138000.03875143826, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.30465913674868894, "fast_rcnn/fg_cls_accuracy": 0.6718511833132772, "iteration": 131279, "loss_box_reg": 0.20242775790393353, "loss_cls": 0.1685665249824524, "loss_mask": 0.23257835023105145, "loss_rpn_cls": 0.03032231843098998, "loss_rpn_loc": 0.07186248828656971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974006579582188, "mask_rcnn/false_negative": 0.08712959403473247, "mask_rcnn/false_positive": 0.11750636773917872, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0143154533579946, "total_loss": 0.7186736362054944}
{"data_time": 0.016978709492832422, "eta_seconds": 138139.7126110969, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.28272425249169436, "fast_rcnn/fg_cls_accuracy": 0.666650790626786, "iteration": 131299, "loss_box_reg": 0.2041268553584814, "loss_cls": 0.16889809630811214, "loss_mask": 0.23523738235235214, "loss_rpn_cls": 0.03507233539130539, "loss_rpn_loc": 0.07729398063383996, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067915268266775, "mask_rcnn/false_negative": 0.08572306656282598, "mask_rcnn/false_positive": 0.11808824974846859, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0225809733383358, "total_loss": 0.7230597820598632}
{"data_time": 0.014904255978763103, "eta_seconds": 138058.6019927822, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3511096746390864, "fast_rcnn/fg_cls_accuracy": 0.6379013143719026, "iteration": 131319, "loss_box_reg": 0.23180526681244373, "loss_cls": 0.1859106319025159, "loss_mask": 0.25570779107511044, "loss_rpn_cls": 0.03135245735757053, "loss_rpn_loc": 0.08199135679751635, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906427816521212, "mask_rcnn/false_negative": 0.10489463491090188, "mask_rcnn/false_positive": 0.10754801864596916, "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": 0.9912935483735055, "total_loss": 0.7767365608015098}
{"data_time": 0.012490351451560855, "eta_seconds": 137940.35015336238, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2783955584164789, "fast_rcnn/fg_cls_accuracy": 0.6954151688372916, "iteration": 131339, "loss_box_reg": 0.20772567111998796, "loss_cls": 0.1813367921859026, "loss_mask": 0.24010142125189304, "loss_rpn_cls": 0.03442942805122584, "loss_rpn_loc": 0.0692553287371993, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001863678293213, "mask_rcnn/false_negative": 0.0880170904517729, "mask_rcnn/false_positive": 0.10708857148833238, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9775613341480494, "total_loss": 0.7675059078610502}
{"data_time": 0.01314298459328711, "eta_seconds": 137609.87539354712, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.28308823529411764, "fast_rcnn/fg_cls_accuracy": 0.6685049019607843, "iteration": 131359, "loss_box_reg": 0.21257380209863186, "loss_cls": 0.1650615008547902, "loss_mask": 0.2365665826946497, "loss_rpn_cls": 0.030826502246782184, "loss_rpn_loc": 0.0668593815062195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966569836324656, "mask_rcnn/false_negative": 0.08826511152074594, "mask_rcnn/false_positive": 0.12027099740555472, "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": 0.9839541974943131, "total_loss": 0.7268422822235152}
{"data_time": 0.01767353736795485, "eta_seconds": 137571.41866378952, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.30069444444444443, "fast_rcnn/fg_cls_accuracy": 0.6587346024636058, "iteration": 131379, "loss_box_reg": 0.21906294021755457, "loss_cls": 0.17280075512826443, "loss_mask": 0.2442424651235342, "loss_rpn_cls": 0.032033463940024376, "loss_rpn_loc": 0.07592051476240158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988483074134375, "mask_rcnn/false_negative": 0.10457794318226718, "mask_rcnn/false_positive": 0.10197233003163722, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.01146734575741, "total_loss": 0.7195077646756545}
{"data_time": 0.015077827498316765, "eta_seconds": 137536.01116910577, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.30368906455862976, "fast_rcnn/fg_cls_accuracy": 0.6742271659190089, "iteration": 131399, "loss_box_reg": 0.21895656920969486, "loss_cls": 0.18354284763336182, "loss_mask": 0.24582638405263424, "loss_rpn_cls": 0.04168868076521903, "loss_rpn_loc": 0.0799340206431225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861448801129638, "mask_rcnn/false_negative": 0.08455728488715059, "mask_rcnn/false_positive": 0.1332411910490789, "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": 1.007280366262421, "total_loss": 0.7813500238116831}
{"data_time": 0.014118155231699347, "eta_seconds": 137516.1647028476, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3074980574980575, "fast_rcnn/fg_cls_accuracy": 0.6731331533963113, "iteration": 131419, "loss_box_reg": 0.21593360789120197, "loss_cls": 0.1756812883540988, "loss_mask": 0.23854716680943966, "loss_rpn_cls": 0.03560508438386023, "loss_rpn_loc": 0.0735685215331614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906780422747775, "mask_rcnn/false_negative": 0.09785210834342283, "mask_rcnn/false_positive": 0.11737821209384497, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.9899122051429003, "total_loss": 0.774824102059938}
{"data_time": 0.013135351007804275, "eta_seconds": 137433.80706988275, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3308036228268796, "fast_rcnn/fg_cls_accuracy": 0.6431392577459993, "iteration": 131439, "loss_box_reg": 0.21726427786052227, "loss_cls": 0.17218726314604282, "loss_mask": 0.23379932343959808, "loss_rpn_cls": 0.027588741504587233, "loss_rpn_loc": 0.06315367494244128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935541377405752, "mask_rcnn/false_negative": 0.08729482747806717, "mask_rcnn/false_positive": 0.11771209729183355, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9808430571574718, "total_loss": 0.7268522897502407}
{"data_time": 0.017051464645192027, "eta_seconds": 137476.47177033126, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2809690309690309, "fast_rcnn/fg_cls_accuracy": 0.6707994286356269, "iteration": 131459, "loss_box_reg": 0.20797286182641983, "loss_cls": 0.17555825412273407, "loss_mask": 0.23658193461596966, "loss_rpn_cls": 0.03348976967390627, "loss_rpn_loc": 0.06492103973869234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899775850589502, "mask_rcnn/false_negative": 0.08673638059686677, "mask_rcnn/false_positive": 0.13140585522870488, "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": 0.9985749197658151, "total_loss": 0.7289741589920595}
{"data_time": 0.014904988463968039, "eta_seconds": 137456.6253040731, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.296925930088794, "fast_rcnn/fg_cls_accuracy": 0.6154248402962292, "iteration": 131479, "loss_box_reg": 0.19813239481300116, "loss_cls": 0.17156543768942356, "loss_mask": 0.2388198934495449, "loss_rpn_cls": 0.036558885709382594, "loss_rpn_loc": 0.0815730111207813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975641426115186, "mask_rcnn/false_negative": 0.09279462259184826, "mask_rcnn/false_positive": 0.10773274999882707, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0273710791952908, "total_loss": 0.7195666441693902}
{"data_time": 0.022420254768803716, "eta_seconds": 137726.29689553287, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.33538382010855516, "fast_rcnn/fg_cls_accuracy": 0.6572434737658309, "iteration": 131499, "loss_box_reg": 0.21075309440493584, "loss_cls": 0.1850357921794057, "loss_mask": 0.23767495527863503, "loss_rpn_cls": 0.031887500430457294, "loss_rpn_loc": 0.06116549763828516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961485330059034, "mask_rcnn/false_negative": 0.09180000180107614, "mask_rcnn/false_positive": 0.11480992737875825, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0332881365902722, "total_loss": 0.7312478478997946}
{"data_time": 0.014603818766772747, "eta_seconds": 137451.06422748417, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3064196832579186, "fast_rcnn/fg_cls_accuracy": 0.6525063928238016, "iteration": 131519, "loss_box_reg": 0.20432301610708237, "loss_cls": 0.1617531357333064, "loss_mask": 0.22852601669728756, "loss_rpn_cls": 0.033898937865160406, "loss_rpn_loc": 0.06445772154256701, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000387537407436, "mask_rcnn/false_negative": 0.097404979821646, "mask_rcnn/false_positive": 0.11865381939771996, "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": 0.9543839551042765, "total_loss": 0.7299971845350228}
{"data_time": 0.02290711412206292, "eta_seconds": 137753.8311502058, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26559875780333997, "fast_rcnn/fg_cls_accuracy": 0.68328686239134, "iteration": 131539, "loss_box_reg": 0.2147272378206253, "loss_cls": 0.17416761815547943, "loss_mask": 0.24591279961168766, "loss_rpn_cls": 0.03486897877883166, "loss_rpn_loc": 0.07782442925963551, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026111745219484, "mask_rcnn/false_negative": 0.0906889645247837, "mask_rcnn/false_positive": 0.09805428797629279, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9976473860442638, "total_loss": 0.7447414096677676}
{"data_time": 0.016765530221164227, "eta_seconds": 137852.7851691749, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2884312504578419, "fast_rcnn/fg_cls_accuracy": 0.6841817297560184, "iteration": 131559, "loss_box_reg": 0.22294830903410912, "loss_cls": 0.18828652426600456, "loss_mask": 0.2503902930766344, "loss_rpn_cls": 0.03534550708718598, "loss_rpn_loc": 0.08787724538706243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8836307296873767, "mask_rcnn/false_negative": 0.10200698668317595, "mask_rcnn/false_positive": 0.12612882558694935, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0228138866368681, "total_loss": 0.8035872185137123}
{"data_time": 0.01908128848299384, "eta_seconds": 137860.84368873853, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2546771001978773, "fast_rcnn/fg_cls_accuracy": 0.7256875477463713, "iteration": 131579, "loss_box_reg": 0.21915892511606216, "loss_cls": 0.17359833233058453, "loss_mask": 0.2452526893466711, "loss_rpn_cls": 0.032951689790934324, "loss_rpn_loc": 0.07647000113502145, "lr": 0.0001, "mask_rcnn/accuracy": 0.9096498363925559, "mask_rcnn/false_negative": 0.08421868579909758, "mask_rcnn/false_positive": 0.09834807958336866, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9894829750992358, "total_loss": 0.7556021861964837}
{"data_time": 0.01479183160699904, "eta_seconds": 137820.8235234022, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.250339351160581, "fast_rcnn/fg_cls_accuracy": 0.7364773342965505, "iteration": 131599, "loss_box_reg": 0.21744996309280396, "loss_cls": 0.1643519140779972, "loss_mask": 0.24132907763123512, "loss_rpn_cls": 0.032261856365948915, "loss_rpn_loc": 0.06972674420103431, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086508270639451, "mask_rcnn/false_negative": 0.088041552786053, "mask_rcnn/false_positive": 0.09985555273712923, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0022378135472536, "total_loss": 0.7146858255728148}
{"data_time": 0.018907217541709542, "eta_seconds": 137863.25208870694, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27788234309973436, "fast_rcnn/fg_cls_accuracy": 0.6905982383166136, "iteration": 131619, "loss_box_reg": 0.21150359697639942, "loss_cls": 0.17653504572808743, "loss_mask": 0.23847592063248158, "loss_rpn_cls": 0.030635420291218907, "loss_rpn_loc": 0.0659810162615031, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973004826930773, "mask_rcnn/false_negative": 0.08898938129490028, "mask_rcnn/false_positive": 0.11351349225756208, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0204132518265396, "total_loss": 0.7219292641384527}
{"data_time": 0.014556650537997484, "eta_seconds": 137887.55067142658, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.24934475806451611, "fast_rcnn/fg_cls_accuracy": 0.7134188034188034, "iteration": 131639, "loss_box_reg": 0.21024971269071102, "loss_cls": 0.1810134146362543, "loss_mask": 0.23113098181784153, "loss_rpn_cls": 0.029464788734912872, "loss_rpn_loc": 0.06829330418258905, "lr": 0.0001, "mask_rcnn/accuracy": 0.9176485907867971, "mask_rcnn/false_negative": 0.06918074999964996, "mask_rcnn/false_positive": 0.09480039411354743, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 234.125, "rpn/num_pos_anchors": 21.875, "time": 1.0113139972090721, "total_loss": 0.7502482037525624}
{"data_time": 0.014847367536276579, "eta_seconds": 137934.3612269312, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3040829986613119, "fast_rcnn/fg_cls_accuracy": 0.6542563697412601, "iteration": 131659, "loss_box_reg": 0.20823204796761274, "loss_cls": 0.167285842821002, "loss_mask": 0.24622005224227905, "loss_rpn_cls": 0.031959361280314624, "loss_rpn_loc": 0.059389875386841595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968014098047936, "mask_rcnn/false_negative": 0.09241459377354602, "mask_rcnn/false_positive": 0.10282205791808055, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0171837587840855, "total_loss": 0.7116496887756512}
{"data_time": 0.015765649965032935, "eta_seconds": 137862.4589470774, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.27302681992337163, "fast_rcnn/fg_cls_accuracy": 0.7164542728635682, "iteration": 131679, "loss_box_reg": 0.220066599547863, "loss_cls": 0.1801152601838112, "loss_mask": 0.249427430331707, "loss_rpn_cls": 0.02803906484041363, "loss_rpn_loc": 0.07217639894224703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951835836838364, "mask_rcnn/false_negative": 0.09255315503381314, "mask_rcnn/false_positive": 0.11517914567055315, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9664084266405553, "total_loss": 0.7306104768649675}
{"data_time": 0.014727350091561675, "eta_seconds": 137894.478514418, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30899724664712674, "fast_rcnn/fg_cls_accuracy": 0.6685227160737164, "iteration": 131699, "loss_box_reg": 0.22693446092307568, "loss_cls": 0.19075255375355482, "loss_mask": 0.24133187904953957, "loss_rpn_cls": 0.036685215309262276, "loss_rpn_loc": 0.09405773971229792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945292460509384, "mask_rcnn/false_negative": 0.08894503603036569, "mask_rcnn/false_positive": 0.11270975455180919, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 207.875, "rpn/num_pos_anchors": 48.125, "time": 0.9978154588025063, "total_loss": 0.8175443869549781}
{"data_time": 0.015826264396309853, "eta_seconds": 137898.76889239997, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.32804844997602517, "fast_rcnn/fg_cls_accuracy": 0.6514270227448038, "iteration": 131719, "loss_box_reg": 0.23071658797562122, "loss_cls": 0.16766060423105955, "loss_mask": 0.2506865132600069, "loss_rpn_cls": 0.03293338557705283, "loss_rpn_loc": 0.08503599790856242, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919781927922684, "mask_rcnn/false_negative": 0.101105837831228, "mask_rcnn/false_positive": 0.10704981686962153, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9894919914659113, "total_loss": 0.7597616820130497}
{"data_time": 0.016188414068892598, "eta_seconds": 137891.6074326681, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3288421434400218, "fast_rcnn/fg_cls_accuracy": 0.6443633477543652, "iteration": 131739, "loss_box_reg": 0.2177376989275217, "loss_cls": 0.17972017638385296, "loss_mask": 0.22871547006070614, "loss_rpn_cls": 0.03132068587001413, "loss_rpn_loc": 0.07397120544919744, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044679318055693, "mask_rcnn/false_negative": 0.07315992443472258, "mask_rcnn/false_positive": 0.116535546455725, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9935931966174394, "total_loss": 0.7388460139045492}
{"data_time": 0.016116350889205933, "eta_seconds": 137834.6544456482, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3072384842296347, "fast_rcnn/fg_cls_accuracy": 0.6892551892551892, "iteration": 131759, "loss_box_reg": 0.20816622488200665, "loss_cls": 0.17745278752408922, "loss_mask": 0.23086987808346748, "loss_rpn_cls": 0.03189013298833743, "loss_rpn_loc": 0.06048247590661049, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965881447515716, "mask_rcnn/false_negative": 0.08327030874905073, "mask_rcnn/false_positive": 0.11381859471519065, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9781674521509558, "total_loss": 0.7152340366737917}
{"data_time": 0.0204741139896214, "eta_seconds": 137814.7130893916, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2798317904718898, "fast_rcnn/fg_cls_accuracy": 0.6699617638230957, "iteration": 131779, "loss_box_reg": 0.21992460638284683, "loss_cls": 0.1752297142520547, "loss_mask": 0.22808759659528732, "loss_rpn_cls": 0.032851958414539695, "loss_rpn_loc": 0.07337874989025295, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078997062165873, "mask_rcnn/false_negative": 0.08324859610820357, "mask_rcnn/false_positive": 0.10223555580898633, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9841787905897945, "total_loss": 0.7309428739827126}
{"data_time": 0.019134914502501488, "eta_seconds": 137779.85000945628, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2743682765223087, "fast_rcnn/fg_cls_accuracy": 0.6965016501650165, "iteration": 131799, "loss_box_reg": 0.2162629682570696, "loss_cls": 0.17526053451001644, "loss_mask": 0.23390613682568073, "loss_rpn_cls": 0.03409909445326775, "loss_rpn_loc": 0.06245083792600781, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025339740284413, "mask_rcnn/false_negative": 0.07663018316828901, "mask_rcnn/false_positive": 0.10544159370162164, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9932788070291281, "total_loss": 0.7284526227740571}
{"data_time": 0.014684485737234354, "eta_seconds": 137759.9108126387, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.30360918151615823, "fast_rcnn/fg_cls_accuracy": 0.6584061711319921, "iteration": 131819, "loss_box_reg": 0.22056257538497448, "loss_cls": 0.17860315879806876, "loss_mask": 0.2342944350093603, "loss_rpn_cls": 0.03364271600730717, "loss_rpn_loc": 0.06885874830186367, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087211834979692, "mask_rcnn/false_negative": 0.08130615292980004, "mask_rcnn/false_positive": 0.10829780117328872, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.980717305559665, "total_loss": 0.7323484717635438}
{"data_time": 0.016180474078282714, "eta_seconds": 137724.97179690748, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34270788519451784, "fast_rcnn/fg_cls_accuracy": 0.6319468267581475, "iteration": 131839, "loss_box_reg": 0.1851478493772447, "loss_cls": 0.14744889736175537, "loss_mask": 0.23620234243571758, "loss_rpn_cls": 0.0324027631431818, "loss_rpn_loc": 0.06903770368080586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973824306950503, "mask_rcnn/false_negative": 0.08968994900138141, "mask_rcnn/false_positive": 0.10752567785144174, "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": 0.9974452573806047, "total_loss": 0.6986519632628188}
{"data_time": 0.015001245541498065, "eta_seconds": 137771.92717162427, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2915079921034197, "fast_rcnn/fg_cls_accuracy": 0.6531421387818255, "iteration": 131859, "loss_box_reg": 0.25712062884122133, "loss_cls": 0.20828851498663425, "loss_mask": 0.2432186659425497, "loss_rpn_cls": 0.033305678982287645, "loss_rpn_loc": 0.07030586351174861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881998203763692, "mask_rcnn/false_negative": 0.09403935147704742, "mask_rcnn/false_positive": 0.13243390824991896, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.0169913184363395, "total_loss": 0.8455286766402423}
{"data_time": 0.014299121918156743, "eta_seconds": 137662.06664753146, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27136336962900176, "fast_rcnn/fg_cls_accuracy": 0.7050646426856926, "iteration": 131879, "loss_box_reg": 0.2165427217260003, "loss_cls": 0.17041850090026855, "loss_mask": 0.23739836737513542, "loss_rpn_cls": 0.031349340453743935, "loss_rpn_loc": 0.06894401949830353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967421842457532, "mask_rcnn/false_negative": 0.09981465236034645, "mask_rcnn/false_positive": 0.10860287666641133, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9967859492171556, "total_loss": 0.7082747222448234}
{"data_time": 0.013519052881747484, "eta_seconds": 137719.26514348015, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3122548518025854, "fast_rcnn/fg_cls_accuracy": 0.6792058516196446, "iteration": 131899, "loss_box_reg": 0.22308323718607426, "loss_cls": 0.1888135802000761, "loss_mask": 0.23776975274085999, "loss_rpn_cls": 0.03368200268596411, "loss_rpn_loc": 0.08254997478798032, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040634334337342, "mask_rcnn/false_negative": 0.0764662451561082, "mask_rcnn/false_positive": 0.1403567258275172, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0065990446601063, "total_loss": 0.7928868405288085}
{"data_time": 0.01792777027003467, "eta_seconds": 137731.79543476552, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3220649895178197, "fast_rcnn/fg_cls_accuracy": 0.6467416655233914, "iteration": 131919, "loss_box_reg": 0.20289249159395695, "loss_cls": 0.16561613231897354, "loss_mask": 0.236074673011899, "loss_rpn_cls": 0.033298066511633806, "loss_rpn_loc": 0.06514125550165772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926923415762702, "mask_rcnn/false_negative": 0.09592827745666581, "mask_rcnn/false_positive": 0.1190980371965844, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0164754814468324, "total_loss": 0.7442104113288224}
{"data_time": 0.021927495719864964, "eta_seconds": 137679.37542149797, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28573247072213737, "fast_rcnn/fg_cls_accuracy": 0.6936597948424754, "iteration": 131939, "loss_box_reg": 0.204689665697515, "loss_cls": 0.17208705889061093, "loss_mask": 0.23399763368070126, "loss_rpn_cls": 0.037117582745850086, "loss_rpn_loc": 0.07838106597773731, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004579228993355, "mask_rcnn/false_negative": 0.0811987021697795, "mask_rcnn/false_positive": 0.118687700496728, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9896326784510165, "total_loss": 0.7256589644821361}
{"data_time": 0.0163104347884655, "eta_seconds": 137672.1936207544, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.30714739265021035, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 131959, "loss_box_reg": 0.20964459143579006, "loss_cls": 0.1648349640890956, "loss_mask": 0.24053524062037468, "loss_rpn_cls": 0.030520970933139324, "loss_rpn_loc": 0.06825423106784001, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976509422251014, "mask_rcnn/false_negative": 0.09205148388426188, "mask_rcnn/false_positive": 0.11184573434936282, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0132004271727055, "total_loss": 0.7507434576982632}
{"data_time": 0.015926409047096968, "eta_seconds": 137562.39819499198, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2989061543841245, "fast_rcnn/fg_cls_accuracy": 0.6706021839630161, "iteration": 131979, "loss_box_reg": 0.2165174065157771, "loss_cls": 0.1704644998535514, "loss_mask": 0.24765284731984138, "loss_rpn_cls": 0.03291042521595955, "loss_rpn_loc": 0.06373636575881392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848135810896458, "mask_rcnn/false_negative": 0.07967404855694192, "mask_rcnn/false_positive": 0.13261811442607183, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9877227763645351, "total_loss": 0.738741245935671}
{"data_time": 0.017468707403168082, "eta_seconds": 137542.4645044841, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.27870063518365096, "fast_rcnn/fg_cls_accuracy": 0.6884049773755656, "iteration": 131999, "loss_box_reg": 0.22525187395513058, "loss_cls": 0.17571525368839502, "loss_mask": 0.24068027548491955, "loss_rpn_cls": 0.030652717454358935, "loss_rpn_loc": 0.06700937042478472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950354395489539, "mask_rcnn/false_negative": 0.09487271535024722, "mask_rcnn/false_positive": 0.12351169095658028, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0033996298443526, "total_loss": 0.769766265177168}
{"data_time": 0.014707349939271808, "eta_seconds": 137470.87671617046, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.32895110793292814, "fast_rcnn/fg_cls_accuracy": 0.6538461538461539, "iteration": 132019, "loss_box_reg": 0.22764568589627743, "loss_cls": 0.18046988733112812, "loss_mask": 0.24953402765095234, "loss_rpn_cls": 0.03538032656069845, "loss_rpn_loc": 0.07408963702619076, "lr": 0.0001, "mask_rcnn/accuracy": 0.901038575133914, "mask_rcnn/false_negative": 0.09327620874216078, "mask_rcnn/false_positive": 0.11380287481917872, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9800146126653999, "total_loss": 0.7586316089145839}
{"data_time": 0.016532217618077993, "eta_seconds": 137390.55974133313, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30360268958383063, "fast_rcnn/fg_cls_accuracy": 0.6771055051898568, "iteration": 132039, "loss_box_reg": 0.21520057506859303, "loss_cls": 0.18207000195980072, "loss_mask": 0.2337187398225069, "loss_rpn_cls": 0.03659615712240338, "loss_rpn_loc": 0.05690736137330532, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969365366453963, "mask_rcnn/false_negative": 0.09270537656798686, "mask_rcnn/false_positive": 0.10648289609284328, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9730130818206817, "total_loss": 0.7478353845654055}
{"data_time": 0.014775941846892238, "eta_seconds": 137449.12609356456, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27706330608705276, "fast_rcnn/fg_cls_accuracy": 0.6741135083331385, "iteration": 132059, "loss_box_reg": 0.24709706380963326, "loss_cls": 0.18582635093480349, "loss_mask": 0.24535719491541386, "loss_rpn_cls": 0.03135385346831754, "loss_rpn_loc": 0.07869561668485403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928029622414304, "mask_rcnn/false_negative": 0.08194028988635048, "mask_rcnn/false_positive": 0.12324177247708124, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9753884191159159, "total_loss": 0.8094425812596455}
{"data_time": 0.016190320486202836, "eta_seconds": 137411.09810620546, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3511300387923765, "fast_rcnn/fg_cls_accuracy": 0.6431172468987595, "iteration": 132079, "loss_box_reg": 0.21156058833003044, "loss_cls": 0.17128195147961378, "loss_mask": 0.2438024003058672, "loss_rpn_cls": 0.03644576808437705, "loss_rpn_loc": 0.07000341732054949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995412324097243, "mask_rcnn/false_negative": 0.08487377296175183, "mask_rcnn/false_positive": 0.1149890100846872, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9970400545280427, "total_loss": 0.745353712583892}
{"data_time": 0.01799179706722498, "eta_seconds": 137391.1719028838, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3103594820258987, "fast_rcnn/fg_cls_accuracy": 0.6372676232064878, "iteration": 132099, "loss_box_reg": 0.20471868198364973, "loss_cls": 0.16847569309175014, "loss_mask": 0.24159681424498558, "loss_rpn_cls": 0.03783049655612558, "loss_rpn_loc": 0.08234976325184107, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976240423653145, "mask_rcnn/false_negative": 0.09502047403051453, "mask_rcnn/false_positive": 0.12112250108989599, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.989444921258837, "total_loss": 0.7556291937362403}
{"data_time": 0.025508133228868246, "eta_seconds": 137371.24569956213, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.29068787231651116, "fast_rcnn/fg_cls_accuracy": 0.6836818111871971, "iteration": 132119, "loss_box_reg": 0.20971518196165562, "loss_cls": 0.1745475041680038, "loss_mask": 0.23336858674883842, "loss_rpn_cls": 0.032144020311534405, "loss_rpn_loc": 0.07780392002314329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983725676547148, "mask_rcnn/false_negative": 0.08384465085642438, "mask_rcnn/false_positive": 0.12172335709460563, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0346534280106425, "total_loss": 0.707081948639825}
{"data_time": 0.015764570562168956, "eta_seconds": 137293.63387511112, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28937048503611973, "fast_rcnn/fg_cls_accuracy": 0.6783461210571184, "iteration": 132139, "loss_box_reg": 0.21597206592559814, "loss_cls": 0.17451494745910168, "loss_mask": 0.24509922415018082, "loss_rpn_cls": 0.03501406742725521, "loss_rpn_loc": 0.09517935279291123, "lr": 0.0001, "mask_rcnn/accuracy": 0.902669207282468, "mask_rcnn/false_negative": 0.09048267588415745, "mask_rcnn/false_positive": 0.09691602926291942, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.967384587507695, "total_loss": 0.7890278581762686}
{"data_time": 0.015908341156318784, "eta_seconds": 137273.7160405144, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.28689357590297215, "fast_rcnn/fg_cls_accuracy": 0.6960847934241834, "iteration": 132159, "loss_box_reg": 0.21993684023618698, "loss_cls": 0.1810098998248577, "loss_mask": 0.23257948458194733, "loss_rpn_cls": 0.031094299512915313, "loss_rpn_loc": 0.06383877748157829, "lr": 0.0001, "mask_rcnn/accuracy": 0.895753740484289, "mask_rcnn/false_negative": 0.08477985988745115, "mask_rcnn/false_positive": 0.10826082826105593, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9934880954679102, "total_loss": 0.7592869174550287}
{"data_time": 0.016191161936149, "eta_seconds": 137235.41499577928, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2604881769641495, "fast_rcnn/fg_cls_accuracy": 0.7307398932112891, "iteration": 132179, "loss_box_reg": 0.2079170159995556, "loss_cls": 0.16996832471340895, "loss_mask": 0.23801182210445404, "loss_rpn_cls": 0.03829610534012318, "loss_rpn_loc": 0.0755333096603863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929802184031508, "mask_rcnn/false_negative": 0.0808545535376747, "mask_rcnn/false_positive": 0.13221064759154125, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9799660104326904, "total_loss": 0.740798422601074}
{"data_time": 0.016220343066379428, "eta_seconds": 137215.49982889555, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2976763534795269, "fast_rcnn/fg_cls_accuracy": 0.6527777777777778, "iteration": 132199, "loss_box_reg": 0.2140501318499446, "loss_cls": 0.17818727530539036, "loss_mask": 0.24720589257776737, "loss_rpn_cls": 0.030881531070917845, "loss_rpn_loc": 0.06726207333849743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984569984353001, "mask_rcnn/false_negative": 0.09216477708695761, "mask_rcnn/false_positive": 0.10029289471021413, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0012872591614723, "total_loss": 0.7528241209220141}
{"data_time": 0.023678014986217022, "eta_seconds": 137289.69547028653, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3034381905628494, "fast_rcnn/fg_cls_accuracy": 0.6619614512471655, "iteration": 132219, "loss_box_reg": 0.21444372180849314, "loss_cls": 0.18409588653594255, "loss_mask": 0.23506047390401363, "loss_rpn_cls": 0.040337172569707036, "loss_rpn_loc": 0.0739665413275361, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026474108435604, "mask_rcnn/false_negative": 0.08625069844019195, "mask_rcnn/false_positive": 0.11379333089714827, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0367771619930863, "total_loss": 0.7746229653712362}
{"data_time": 0.015056218951940536, "eta_seconds": 137326.90598029643, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.327683615819209, "fast_rcnn/fg_cls_accuracy": 0.6561333759844019, "iteration": 132239, "loss_box_reg": 0.19242402724921703, "loss_cls": 0.1611937521956861, "loss_mask": 0.23845273442566395, "loss_rpn_cls": 0.03193460847251117, "loss_rpn_loc": 0.05800801899749786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971603707420404, "mask_rcnn/false_negative": 0.092162412168559, "mask_rcnn/false_positive": 0.10257826664038926, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0229636044241488, "total_loss": 0.690326354233548}
{"data_time": 0.02044989401474595, "eta_seconds": 137411.35344936512, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2933063196446661, "fast_rcnn/fg_cls_accuracy": 0.6564294967369785, "iteration": 132259, "loss_box_reg": 0.2183030555024743, "loss_cls": 0.17251413222402334, "loss_mask": 0.24147199094295502, "loss_rpn_cls": 0.03292360727209598, "loss_rpn_loc": 0.07834193459711969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930717622624504, "mask_rcnn/false_negative": 0.0848778058679244, "mask_rcnn/false_positive": 0.12474933094044183, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0127378965262324, "total_loss": 0.7602371302200481}
{"data_time": 0.013295180862769485, "eta_seconds": 137416.42596554942, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2734337637494022, "fast_rcnn/fg_cls_accuracy": 0.6603712471879675, "iteration": 132279, "loss_box_reg": 0.20728003419935703, "loss_cls": 0.1610614014789462, "loss_mask": 0.2423560544848442, "loss_rpn_cls": 0.03611391212325543, "loss_rpn_loc": 0.07962713995948434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975232900809991, "mask_rcnn/false_negative": 0.07790830481689218, "mask_rcnn/false_positive": 0.11612027984970924, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0113297917414457, "total_loss": 0.7281390895950608}
{"data_time": 0.015441534807905555, "eta_seconds": 137390.02589865122, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3283603089582363, "fast_rcnn/fg_cls_accuracy": 0.6561667221852099, "iteration": 132299, "loss_box_reg": 0.2240865919739008, "loss_cls": 0.17798173427581787, "loss_mask": 0.241880277171731, "loss_rpn_cls": 0.033404956106096506, "loss_rpn_loc": 0.08107199415098876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866988698164578, "mask_rcnn/false_negative": 0.10034298153795267, "mask_rcnn/false_positive": 0.1251345987294549, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.006778666516766, "total_loss": 0.7573549191001803}
{"data_time": 0.01565655553713441, "eta_seconds": 137416.5157226473, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3158951099989573, "fast_rcnn/fg_cls_accuracy": 0.6610771247542058, "iteration": 132319, "loss_box_reg": 0.20958877354860306, "loss_cls": 0.16379604395478964, "loss_mask": 0.2444626484066248, "loss_rpn_cls": 0.026878889417275786, "loss_rpn_loc": 0.07534325472079217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830103032596878, "mask_rcnn/false_negative": 0.09446521632371183, "mask_rcnn/false_positive": 0.11791797132624951, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0476434994488955, "total_loss": 0.6876781040336937}
{"data_time": 0.018103150883689523, "eta_seconds": 137458.13175555784, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27504518616700807, "fast_rcnn/fg_cls_accuracy": 0.7133269068562478, "iteration": 132339, "loss_box_reg": 0.2023419663310051, "loss_cls": 0.17346122954040766, "loss_mask": 0.22144683077931404, "loss_rpn_cls": 0.03214429074432701, "loss_rpn_loc": 0.0646618246100843, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022288104948145, "mask_rcnn/false_negative": 0.08798577110921367, "mask_rcnn/false_positive": 0.11117399479483779, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0110128007363528, "total_loss": 0.7017343011684716}
{"data_time": 0.01536387437954545, "eta_seconds": 137438.16108408384, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28464240102171134, "fast_rcnn/fg_cls_accuracy": 0.6648782252230527, "iteration": 132359, "loss_box_reg": 0.2100600777193904, "loss_cls": 0.18224392272531986, "loss_mask": 0.2507266439497471, "loss_rpn_cls": 0.036284001311287284, "loss_rpn_loc": 0.0961042894050479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973993387248517, "mask_rcnn/false_negative": 0.08123724914837524, "mask_rcnn/false_positive": 0.10152716229267375, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9977238450665027, "total_loss": 0.7830882773268968}
{"data_time": 0.021536509972065687, "eta_seconds": 137371.250196225, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2636438847912051, "fast_rcnn/fg_cls_accuracy": 0.6891444831073553, "iteration": 132379, "loss_box_reg": 0.2046157419681549, "loss_cls": 0.16996796336025, "loss_mask": 0.2336614467203617, "loss_rpn_cls": 0.03240254195407033, "loss_rpn_loc": 0.06442716298624873, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028304793050366, "mask_rcnn/false_negative": 0.08786707431677995, "mask_rcnn/false_positive": 0.12576631159243265, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9913918934762478, "total_loss": 0.7297244451474398}
{"data_time": 0.01249931356869638, "eta_seconds": 137351.28634646535, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2516059534707535, "fast_rcnn/fg_cls_accuracy": 0.7117608018160133, "iteration": 132399, "loss_box_reg": 0.22439749259501696, "loss_cls": 0.18720083869993687, "loss_mask": 0.23385717160999775, "loss_rpn_cls": 0.035330380545929074, "loss_rpn_loc": 0.08116034185513854, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060379943695431, "mask_rcnn/false_negative": 0.08154418776278319, "mask_rcnn/false_positive": 0.10228276564790423, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0022115600295365, "total_loss": 0.7545874319039285}
{"data_time": 0.014222509460523725, "eta_seconds": 137508.3743456332, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.31194449930871027, "fast_rcnn/fg_cls_accuracy": 0.656253585771658, "iteration": 132419, "loss_box_reg": 0.21917977184057236, "loss_cls": 0.18178220838308334, "loss_mask": 0.25339428521692753, "loss_rpn_cls": 0.03709662822075188, "loss_rpn_loc": 0.0747564141638577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947472322237191, "mask_rcnn/false_negative": 0.09140620583678304, "mask_rcnn/false_positive": 0.11238602531260719, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.016111493576318, "total_loss": 0.7405618783086538}
{"data_time": 0.014885263051837683, "eta_seconds": 137522.04301558435, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3237012987012987, "fast_rcnn/fg_cls_accuracy": 0.6451650943396225, "iteration": 132439, "loss_box_reg": 0.22437714785337448, "loss_cls": 0.17421584716066718, "loss_mask": 0.23815960995852947, "loss_rpn_cls": 0.03975975979119539, "loss_rpn_loc": 0.06960465735755861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927349542546281, "mask_rcnn/false_negative": 0.10044788451829897, "mask_rcnn/false_positive": 0.1098064165392856, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9929218073375523, "total_loss": 0.7575501366518438}
{"data_time": 0.01857894705608487, "eta_seconds": 137543.98907465395, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.34933902923071747, "fast_rcnn/fg_cls_accuracy": 0.6407624633431085, "iteration": 132459, "loss_box_reg": 0.21876029949635267, "loss_cls": 0.17240019608289003, "loss_mask": 0.23681315407156944, "loss_rpn_cls": 0.0350348693318665, "loss_rpn_loc": 0.07091540936380625, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005195416780065, "mask_rcnn/false_negative": 0.0814060590593117, "mask_rcnn/false_positive": 0.12206511780404375, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.00593327335082, "total_loss": 0.7302441489882767}
{"data_time": 0.027160331839695573, "eta_seconds": 137416.39410853386, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3034252297410192, "fast_rcnn/fg_cls_accuracy": 0.6695436507936507, "iteration": 132479, "loss_box_reg": 0.2005555620416999, "loss_cls": 0.17312275432050228, "loss_mask": 0.23106527514755726, "loss_rpn_cls": 0.03384104208089411, "loss_rpn_loc": 0.07162900571711361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965204872012908, "mask_rcnn/false_negative": 0.08612316959698794, "mask_rcnn/false_positive": 0.1204241699273661, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 0.9916750709526241, "total_loss": 0.7187064534518868}
{"data_time": 0.021616053069010377, "eta_seconds": 137279.06107669696, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30095866729530096, "fast_rcnn/fg_cls_accuracy": 0.6908928571428572, "iteration": 132499, "loss_box_reg": 0.2055232049897313, "loss_cls": 0.1526728207245469, "loss_mask": 0.2423130925744772, "loss_rpn_cls": 0.029163138358853757, "loss_rpn_loc": 0.06253858399577439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922911221138702, "mask_rcnn/false_negative": 0.11144570321211283, "mask_rcnn/false_positive": 0.09675666173856416, "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": 0.9988468780647963, "total_loss": 0.7010325462324545}
{"data_time": 0.015994219575077295, "eta_seconds": 137601.9669749029, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.32090538289194004, "fast_rcnn/fg_cls_accuracy": 0.6473769374893545, "iteration": 132519, "loss_box_reg": 0.20359250344336033, "loss_cls": 0.17688259482383728, "loss_mask": 0.24452012591063976, "loss_rpn_cls": 0.033680257853120565, "loss_rpn_loc": 0.07340193435084075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960904097271092, "mask_rcnn/false_negative": 0.0923937145038963, "mask_rcnn/false_positive": 0.10745249644170968, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.0049659537617117, "total_loss": 0.7206406407640316}
{"data_time": 0.018870423082262278, "eta_seconds": 137675.76833233237, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30246591802655876, "fast_rcnn/fg_cls_accuracy": 0.6762058839523628, "iteration": 132539, "loss_box_reg": 0.22369667515158653, "loss_cls": 0.17885371018201113, "loss_mask": 0.23712836392223835, "loss_rpn_cls": 0.033545705024152994, "loss_rpn_loc": 0.06860559829510748, "lr": 0.0001, "mask_rcnn/accuracy": 0.896375892389923, "mask_rcnn/false_negative": 0.09455491460700399, "mask_rcnn/false_positive": 0.1138707421529947, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0131693335715681, "total_loss": 0.7616242298390716}
{"data_time": 0.015205454546958208, "eta_seconds": 137551.6241779551, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32169169589998414, "fast_rcnn/fg_cls_accuracy": 0.6598869828727314, "iteration": 132559, "loss_box_reg": 0.21642868500202894, "loss_cls": 0.17559924256056547, "loss_mask": 0.2333875522017479, "loss_rpn_cls": 0.03341704868944362, "loss_rpn_loc": 0.0703283459879458, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060698142893521, "mask_rcnn/false_negative": 0.08973708804950639, "mask_rcnn/false_positive": 0.09889953699600335, "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": 0.9941303264349699, "total_loss": 0.7523586215102114}
{"data_time": 0.015185627387836576, "eta_seconds": 137671.32082490716, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27965387128733743, "fast_rcnn/fg_cls_accuracy": 0.710395626795145, "iteration": 132579, "loss_box_reg": 0.22494000755250454, "loss_cls": 0.1777418339625001, "loss_mask": 0.24030309729278088, "loss_rpn_cls": 0.034152358188293874, "loss_rpn_loc": 0.07911541359499097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918159185338762, "mask_rcnn/false_negative": 0.09493019201672431, "mask_rcnn/false_positive": 0.11596925361134006, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0330428660381585, "total_loss": 0.7595972155686468}
{"data_time": 0.021154628368094563, "eta_seconds": 137615.6741514802, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3030122846718699, "fast_rcnn/fg_cls_accuracy": 0.6549366144668158, "iteration": 132599, "loss_box_reg": 0.1957033108919859, "loss_cls": 0.1632193634286523, "loss_mask": 0.2350886296480894, "loss_rpn_cls": 0.02996282634558156, "loss_rpn_loc": 0.06395601760596037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910641288844476, "mask_rcnn/false_negative": 0.09534488871689578, "mask_rcnn/false_positive": 0.1159875619628204, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.993229492334649, "total_loss": 0.6823372667422518}
{"data_time": 0.01606246642768383, "eta_seconds": 137447.13272753172, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.31532223871104514, "fast_rcnn/fg_cls_accuracy": 0.672871483169867, "iteration": 132619, "loss_box_reg": 0.2337457239627838, "loss_cls": 0.18722025770694017, "loss_mask": 0.23703444190323353, "loss_rpn_cls": 0.035887003294192255, "loss_rpn_loc": 0.07551565836183727, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093458312661058, "mask_rcnn/false_negative": 0.08477869996065869, "mask_rcnn/false_positive": 0.09738047761426855, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9654438521247357, "total_loss": 0.7904487773776054}
{"data_time": 0.013373756082728505, "eta_seconds": 137338.22835417464, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29269342618810745, "fast_rcnn/fg_cls_accuracy": 0.6763507308487029, "iteration": 132639, "loss_box_reg": 0.21833513397723436, "loss_cls": 0.17661407310515642, "loss_mask": 0.23451803997159004, "loss_rpn_cls": 0.03383699920959771, "loss_rpn_loc": 0.08891420718282461, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925152294271506, "mask_rcnn/false_negative": 0.08987759781476243, "mask_rcnn/false_positive": 0.13055535283093522, "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": 0.9928042248357087, "total_loss": 0.7672442002221942}
{"data_time": 0.01340815657749772, "eta_seconds": 137268.49929226097, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2945897262697417, "fast_rcnn/fg_cls_accuracy": 0.6930173608040794, "iteration": 132659, "loss_box_reg": 0.20988785941153765, "loss_cls": 0.16179020795971155, "loss_mask": 0.23387787863612175, "loss_rpn_cls": 0.030843867891235277, "loss_rpn_loc": 0.06831527169561014, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058789704406353, "mask_rcnn/false_negative": 0.07362180536887913, "mask_rcnn/false_positive": 0.10902134197586127, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0163816960994154, "total_loss": 0.7007075264118612}
{"data_time": 0.01698585832491517, "eta_seconds": 137535.54857701063, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30492294045903096, "fast_rcnn/fg_cls_accuracy": 0.6813793103448276, "iteration": 132679, "loss_box_reg": 0.1968886088579893, "loss_cls": 0.16172760538756847, "loss_mask": 0.24666411615908146, "loss_rpn_cls": 0.03219797578640282, "loss_rpn_loc": 0.07562766969203949, "lr": 0.0001, "mask_rcnn/accuracy": 0.878381768900742, "mask_rcnn/false_negative": 0.09907695381916384, "mask_rcnn/false_positive": 0.12876762988357182, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0025819735601544, "total_loss": 0.7352729674894363}
{"data_time": 0.017552652629092336, "eta_seconds": 137515.51718339324, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2995058304891922, "fast_rcnn/fg_cls_accuracy": 0.689154342055366, "iteration": 132699, "loss_box_reg": 0.20470399968326092, "loss_cls": 0.15987055702134967, "loss_mask": 0.2342163473367691, "loss_rpn_cls": 0.0305313968565315, "loss_rpn_loc": 0.07144400698598474, "lr": 0.0001, "mask_rcnn/accuracy": 0.9143379845878794, "mask_rcnn/false_negative": 0.07151234762519701, "mask_rcnn/false_positive": 0.11740949222470301, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.997662391513586, "total_loss": 0.70997744880151}
{"data_time": 0.015170929487794638, "eta_seconds": 137540.58371588588, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27416999936520026, "fast_rcnn/fg_cls_accuracy": 0.6991575176338501, "iteration": 132719, "loss_box_reg": 0.21188645251095295, "loss_cls": 0.17036801110953093, "loss_mask": 0.23332724533975124, "loss_rpn_cls": 0.03247557510621846, "loss_rpn_loc": 0.06916630337946117, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012555127983397, "mask_rcnn/false_negative": 0.09906446046499023, "mask_rcnn/false_positive": 0.10779048419608067, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0123929458204657, "total_loss": 0.7405773568898439}
{"data_time": 0.017166717443615198, "eta_seconds": 137523.74359884765, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30674798035799145, "fast_rcnn/fg_cls_accuracy": 0.6685452841357538, "iteration": 132739, "loss_box_reg": 0.2135392501950264, "loss_cls": 0.17560321185737848, "loss_mask": 0.24551418982446194, "loss_rpn_cls": 0.03048509481595829, "loss_rpn_loc": 0.06827637006063014, "lr": 0.0001, "mask_rcnn/accuracy": 0.903995682702037, "mask_rcnn/false_negative": 0.0818798547246426, "mask_rcnn/false_positive": 0.10309872063281253, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9854619838297367, "total_loss": 0.7806710462318733}
{"data_time": 0.01633406151086092, "eta_seconds": 137529.3504237663, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2979240098803808, "fast_rcnn/fg_cls_accuracy": 0.6408558558558559, "iteration": 132759, "loss_box_reg": 0.2006358467042446, "loss_cls": 0.16143393609672785, "loss_mask": 0.2298065721988678, "loss_rpn_cls": 0.03232136962469667, "loss_rpn_loc": 0.07043423247523606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920221804938191, "mask_rcnn/false_negative": 0.1038459581061788, "mask_rcnn/false_positive": 0.1099083484964321, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.983234491199255, "total_loss": 0.6864750527311116}
{"data_time": 0.01678487891331315, "eta_seconds": 137516.3595973095, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.31413574330183947, "fast_rcnn/fg_cls_accuracy": 0.6721758181569217, "iteration": 132779, "loss_box_reg": 0.2354080956429243, "loss_cls": 0.18572594784200191, "loss_mask": 0.2517762016505003, "loss_rpn_cls": 0.03542859468143433, "loss_rpn_loc": 0.08425863273441792, "lr": 0.0001, "mask_rcnn/accuracy": 0.89171866663332, "mask_rcnn/false_negative": 0.0953889404009281, "mask_rcnn/false_positive": 0.12871938455165377, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.000285207061097, "total_loss": 0.7868233441840857}
{"data_time": 0.012640780303627253, "eta_seconds": 137549.78912808, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3153730501785379, "fast_rcnn/fg_cls_accuracy": 0.6783640293177975, "iteration": 132799, "loss_box_reg": 0.22077233251184225, "loss_cls": 0.1813585334457457, "loss_mask": 0.24325221590697765, "loss_rpn_cls": 0.03433598286937922, "loss_rpn_loc": 0.07487060152925551, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902511025580621, "mask_rcnn/false_negative": 0.09277512345651294, "mask_rcnn/false_positive": 0.11695683078128072, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0245893059764057, "total_loss": 0.7804448641836643}
{"data_time": 0.016014574095606804, "eta_seconds": 137569.2791771423, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2849524662260027, "fast_rcnn/fg_cls_accuracy": 0.655650479616307, "iteration": 132819, "loss_box_reg": 0.21267957892268896, "loss_cls": 0.17455383948981762, "loss_mask": 0.23502326011657715, "loss_rpn_cls": 0.03120828839018941, "loss_rpn_loc": 0.07356119155883789, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049222243321486, "mask_rcnn/false_negative": 0.08381642495252384, "mask_rcnn/false_positive": 0.11684704470906968, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9889688717667013, "total_loss": 0.7221202714717947}
{"data_time": 0.014587062643840909, "eta_seconds": 137602.25150107406, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.24069197795468464, "fast_rcnn/fg_cls_accuracy": 0.7399744245524297, "iteration": 132839, "loss_box_reg": 0.20818649977445602, "loss_cls": 0.18833874072879553, "loss_mask": 0.23853170219808817, "loss_rpn_cls": 0.040870308614103124, "loss_rpn_loc": 0.07088848995044827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899178139724357, "mask_rcnn/false_negative": 0.09387409687056004, "mask_rcnn/false_positive": 0.11253492439299725, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.015771358506754, "total_loss": 0.7694290423532948}
{"data_time": 0.015240492997691035, "eta_seconds": 137582.18701412436, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2822518065861584, "fast_rcnn/fg_cls_accuracy": 0.7062539405402783, "iteration": 132859, "loss_box_reg": 0.22563883289694786, "loss_cls": 0.1775292744860053, "loss_mask": 0.24403886124491692, "loss_rpn_cls": 0.032681035925634205, "loss_rpn_loc": 0.0687944982200861, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060243290703294, "mask_rcnn/false_negative": 0.08072964224336218, "mask_rcnn/false_positive": 0.10732792958314241, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 1.0103619480505586, "total_loss": 0.750054226606153}
{"data_time": 0.019053729018196464, "eta_seconds": 137536.0840550065, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.25975572176933637, "fast_rcnn/fg_cls_accuracy": 0.6753862758463985, "iteration": 132879, "loss_box_reg": 0.21022082399576902, "loss_cls": 0.17337619233876467, "loss_mask": 0.2313045859336853, "loss_rpn_cls": 0.03480108513031155, "loss_rpn_loc": 0.06802247930318117, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015844479683766, "mask_rcnn/false_negative": 0.08452986425447007, "mask_rcnn/false_positive": 0.12088985793908871, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9877828524913639, "total_loss": 0.7044341134605929}
{"data_time": 0.02149459649808705, "eta_seconds": 137425.38173203357, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29390593332867426, "fast_rcnn/fg_cls_accuracy": 0.6658867081092408, "iteration": 132899, "loss_box_reg": 0.2256757728755474, "loss_cls": 0.17723746038973331, "loss_mask": 0.24802793934941292, "loss_rpn_cls": 0.03558688494376838, "loss_rpn_loc": 0.07892179908230901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998326592687583, "mask_rcnn/false_negative": 0.0820019931355268, "mask_rcnn/false_positive": 0.11307372340947738, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9882256600540131, "total_loss": 0.7635400373255834}
{"data_time": 0.01651503797620535, "eta_seconds": 137431.78522602655, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3092105263157895, "fast_rcnn/fg_cls_accuracy": 0.6800324675324676, "iteration": 132919, "loss_box_reg": 0.22438417002558708, "loss_cls": 0.1805316787213087, "loss_mask": 0.24420940317213535, "loss_rpn_cls": 0.03749721124768257, "loss_rpn_loc": 0.09372636093758047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962673765966176, "mask_rcnn/false_negative": 0.09462157811804087, "mask_rcnn/false_positive": 0.113782526495873, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0436280949506909, "total_loss": 0.7679734039702453}
{"data_time": 0.014925929484888911, "eta_seconds": 137448.93865008838, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3285388739946381, "fast_rcnn/fg_cls_accuracy": 0.6342729625439725, "iteration": 132939, "loss_box_reg": 0.2206960842013359, "loss_cls": 0.1846807566471398, "loss_mask": 0.23993678390979767, "loss_rpn_cls": 0.035116452258080244, "loss_rpn_loc": 0.07350676425267011, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033881246350748, "mask_rcnn/false_negative": 0.09192472931068613, "mask_rcnn/false_positive": 0.11353717446681125, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9981163998600096, "total_loss": 0.7564875113312155}
{"data_time": 0.017018957529217005, "eta_seconds": 137356.1416264437, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3237804033538242, "fast_rcnn/fg_cls_accuracy": 0.6444179282571407, "iteration": 132959, "loss_box_reg": 0.21885591931641102, "loss_cls": 0.18482928164303303, "loss_mask": 0.2394913099706173, "loss_rpn_cls": 0.039384418400004506, "loss_rpn_loc": 0.0835184947354719, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013226998173474, "mask_rcnn/false_negative": 0.091109518262105, "mask_rcnn/false_positive": 0.11101729747446502, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9871367665473372, "total_loss": 0.7806009580381215}
{"data_time": 0.013603425584733486, "eta_seconds": 137305.46425017528, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.331082464988863, "fast_rcnn/fg_cls_accuracy": 0.6379110571617744, "iteration": 132979, "loss_box_reg": 0.19419275969266891, "loss_cls": 0.17662507388740778, "loss_mask": 0.22932851314544678, "loss_rpn_cls": 0.031555413152091205, "loss_rpn_loc": 0.08193701598793268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987913308061781, "mask_rcnn/false_negative": 0.09292134550514891, "mask_rcnn/false_positive": 0.11386957600139963, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9692584606818855, "total_loss": 0.7173239490948617}
{"data_time": 0.014813357731327415, "eta_seconds": 137259.0454639867, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.255174973797601, "fast_rcnn/fg_cls_accuracy": 0.7045970653313147, "iteration": 132999, "loss_box_reg": 0.2188689187169075, "loss_cls": 0.18658195436000824, "loss_mask": 0.24000622145831585, "loss_rpn_cls": 0.02868244785349816, "loss_rpn_loc": 0.07572931074537337, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017593585657613, "mask_rcnn/false_negative": 0.08693353119906301, "mask_rcnn/false_positive": 0.11236967737433037, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9798104662913829, "total_loss": 0.7719291530083865}
{"data_time": 0.01740171341225505, "eta_seconds": 137243.2055818895, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2384492024965326, "fast_rcnn/fg_cls_accuracy": 0.6774215216515158, "iteration": 133019, "loss_box_reg": 0.21768655814230442, "loss_cls": 0.1779232630506158, "loss_mask": 0.2368889581412077, "loss_rpn_cls": 0.033162399602588266, "loss_rpn_loc": 0.0635222049895674, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036230583639089, "mask_rcnn/false_negative": 0.0856798190513231, "mask_rcnn/false_positive": 0.11247602469382342, "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": 0.9896917410660535, "total_loss": 0.7423010407947004}
{"data_time": 0.014328720280900598, "eta_seconds": 137193.31717044115, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2900667549376586, "fast_rcnn/fg_cls_accuracy": 0.7004122403678452, "iteration": 133039, "loss_box_reg": 0.20709498412907124, "loss_cls": 0.1723510529845953, "loss_mask": 0.23299239575862885, "loss_rpn_cls": 0.03609502920880914, "loss_rpn_loc": 0.08118299674242735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901437360658548, "mask_rcnn/false_negative": 0.09297866965771515, "mask_rcnn/false_positive": 0.112810313746398, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9762040548957884, "total_loss": 0.7194134084274992}
{"data_time": 0.021139963064342737, "eta_seconds": 137173.28309959266, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.27492994582477115, "fast_rcnn/fg_cls_accuracy": 0.6974235238649915, "iteration": 133059, "loss_box_reg": 0.2020360827445984, "loss_cls": 0.17661929037421942, "loss_mask": 0.23478184454143047, "loss_rpn_cls": 0.030297516146674752, "loss_rpn_loc": 0.0641781318699941, "lr": 0.0001, "mask_rcnn/accuracy": 0.9133551772357295, "mask_rcnn/false_negative": 0.07297961942699592, "mask_rcnn/false_positive": 0.09774333771191221, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9897654217202216, "total_loss": 0.7198096121137496}
{"data_time": 0.015006552916020155, "eta_seconds": 137097.96691074036, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3201717805773817, "fast_rcnn/fg_cls_accuracy": 0.6367420501045449, "iteration": 133079, "loss_box_reg": 0.20706889033317566, "loss_cls": 0.17571206390857697, "loss_mask": 0.23192923702299595, "loss_rpn_cls": 0.03474610089324415, "loss_rpn_loc": 0.07146644778549671, "lr": 0.0001, "mask_rcnn/accuracy": 0.908051024053346, "mask_rcnn/false_negative": 0.08452449030517925, "mask_rcnn/false_positive": 0.10415607070610991, "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": 0.9874785668216646, "total_loss": 0.7416205429472029}
{"data_time": 0.01510240905918181, "eta_seconds": 137026.2945106486, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2904444552544956, "fast_rcnn/fg_cls_accuracy": 0.6625566893424036, "iteration": 133099, "loss_box_reg": 0.21713044308125973, "loss_cls": 0.16881023347377777, "loss_mask": 0.2421104796230793, "loss_rpn_cls": 0.02879447559826076, "loss_rpn_loc": 0.0689265780383721, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010624540292749, "mask_rcnn/false_negative": 0.08100219491385692, "mask_rcnn/false_positive": 0.10856420240900087, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9881554185412824, "total_loss": 0.7053788622142747}
{"data_time": 0.01698705251328647, "eta_seconds": 136909.2734848708, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2813852813852814, "fast_rcnn/fg_cls_accuracy": 0.7082539682539682, "iteration": 133119, "loss_box_reg": 0.22663542442023754, "loss_cls": 0.17344639729708433, "loss_mask": 0.23531734757125378, "loss_rpn_cls": 0.037077510729432106, "loss_rpn_loc": 0.07070778362685814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982311118617408, "mask_rcnn/false_negative": 0.09376824953517329, "mask_rcnn/false_positive": 0.11252112638033313, "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": 0.9924659146927297, "total_loss": 0.7499061485286802}
{"data_time": 0.01418921910226345, "eta_seconds": 137093.1468161987, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.25630143888919993, "fast_rcnn/fg_cls_accuracy": 0.699549333012859, "iteration": 133139, "loss_box_reg": 0.22899090684950352, "loss_cls": 0.17840469349175692, "loss_mask": 0.2367578912526369, "loss_rpn_cls": 0.0339796191547066, "loss_rpn_loc": 0.08208588068373501, "lr": 0.0001, "mask_rcnn/accuracy": 0.890789832886068, "mask_rcnn/false_negative": 0.08688129914081183, "mask_rcnn/false_positive": 0.10477407780195155, "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": 1.0024177278392017, "total_loss": 0.743975356221199}
{"data_time": 0.014071755111217499, "eta_seconds": 137112.72795618512, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.32484129635816905, "fast_rcnn/fg_cls_accuracy": 0.6702806548613431, "iteration": 133159, "loss_box_reg": 0.2303718850016594, "loss_cls": 0.1949645709246397, "loss_mask": 0.23652422986924648, "loss_rpn_cls": 0.034196518594399095, "loss_rpn_loc": 0.09176886454224586, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939136972948427, "mask_rcnn/false_negative": 0.08813137230880283, "mask_rcnn/false_positive": 0.10781990080510563, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.025588545249775, "total_loss": 0.7838202881393954}
{"data_time": 0.01948818378150463, "eta_seconds": 137119.93558371905, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.30187713310580205, "fast_rcnn/fg_cls_accuracy": 0.6939067297429072, "iteration": 133179, "loss_box_reg": 0.21027462556958199, "loss_cls": 0.17807069513946772, "loss_mask": 0.24149533547461033, "loss_rpn_cls": 0.030493567464873195, "loss_rpn_loc": 0.08122644189279526, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062306035450669, "mask_rcnn/false_negative": 0.08054673098771402, "mask_rcnn/false_positive": 0.09345529367493585, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9905880016740412, "total_loss": 0.7555929133377504}
{"data_time": 0.014404586516320705, "eta_seconds": 137072.64823447913, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.280674620709972, "fast_rcnn/fg_cls_accuracy": 0.6729108458216917, "iteration": 133199, "loss_box_reg": 0.1989853559061885, "loss_cls": 0.1595208654180169, "loss_mask": 0.23084575310349464, "loss_rpn_cls": 0.027992260758765042, "loss_rpn_loc": 0.06785701750777662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941699925938117, "mask_rcnn/false_negative": 0.08837924567141758, "mask_rcnn/false_positive": 0.11014253768985871, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9922944726422429, "total_loss": 0.6993874735198915}
{"data_time": 0.015282196458429098, "eta_seconds": 136906.1838069139, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30757889229744834, "fast_rcnn/fg_cls_accuracy": 0.6538470581320166, "iteration": 133219, "loss_box_reg": 0.2317085862159729, "loss_cls": 0.181852076202631, "loss_mask": 0.24551677145063877, "loss_rpn_cls": 0.030699800816364586, "loss_rpn_loc": 0.07627067249268293, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030467118551231, "mask_rcnn/false_negative": 0.08732773245035799, "mask_rcnn/false_positive": 0.1079640888127566, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9975670196581632, "total_loss": 0.7627394931623712}
{"data_time": 0.018653631443157792, "eta_seconds": 136866.08975883573, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.27346041055718473, "fast_rcnn/fg_cls_accuracy": 0.6771955841159993, "iteration": 133239, "loss_box_reg": 0.21491520665585995, "loss_cls": 0.17575713340193033, "loss_mask": 0.2310131136327982, "loss_rpn_cls": 0.03336500620935112, "loss_rpn_loc": 0.07780475250910968, "lr": 0.0001, "mask_rcnn/accuracy": 0.896583691317061, "mask_rcnn/false_negative": 0.0914982620451766, "mask_rcnn/false_positive": 0.10520834182510994, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0165302185341716, "total_loss": 0.7614829404046759}
{"data_time": 0.015603294363245368, "eta_seconds": 136695.87973100133, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2937792161093132, "fast_rcnn/fg_cls_accuracy": 0.6876968805540233, "iteration": 133259, "loss_box_reg": 0.19972706586122513, "loss_cls": 0.1620369264855981, "loss_mask": 0.2221396192908287, "loss_rpn_cls": 0.03276746458141133, "loss_rpn_loc": 0.06533956038765609, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055594812313024, "mask_rcnn/false_negative": 0.08765586788225038, "mask_rcnn/false_positive": 0.10406068028421156, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9942154656164348, "total_loss": 0.705573893559631}
{"data_time": 0.020578749012202024, "eta_seconds": 136675.8861841634, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.35595900273879777, "fast_rcnn/fg_cls_accuracy": 0.6173230920084981, "iteration": 133279, "loss_box_reg": 0.21799539774656296, "loss_cls": 0.17999981064349413, "loss_mask": 0.24573173746466637, "loss_rpn_cls": 0.03917359921615571, "loss_rpn_loc": 0.08010820671916008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854793404192604, "mask_rcnn/false_negative": 0.10623846847331184, "mask_rcnn/false_positive": 0.13042420235921084, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0305390504654497, "total_loss": 0.7978741327533498}
{"data_time": 0.01572019699960947, "eta_seconds": 136603.4239451401, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2821163765312702, "fast_rcnn/fg_cls_accuracy": 0.6796352074966533, "iteration": 133299, "loss_box_reg": 0.20712121203541756, "loss_cls": 0.16619328875094652, "loss_mask": 0.22911844588816166, "loss_rpn_cls": 0.032318709418177605, "loss_rpn_loc": 0.07584649999625981, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064259567658943, "mask_rcnn/false_negative": 0.08034502666038373, "mask_rcnn/false_positive": 0.0964383868154704, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9770487265195698, "total_loss": 0.6938388377893716}
{"data_time": 0.01616011862643063, "eta_seconds": 136495.82638688385, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.32751887294472054, "fast_rcnn/fg_cls_accuracy": 0.6155702524781964, "iteration": 133319, "loss_box_reg": 0.21389165706932545, "loss_cls": 0.17464214283972979, "loss_mask": 0.22402485646307468, "loss_rpn_cls": 0.03009713185019791, "loss_rpn_loc": 0.0736798083235044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927854736911437, "mask_rcnn/false_negative": 0.09634750671800237, "mask_rcnn/false_positive": 0.11548463222884764, "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": 1.0055857128463686, "total_loss": 0.752093908842653}
{"data_time": 0.024968973826617002, "eta_seconds": 136589.31830524933, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2675169072701261, "fast_rcnn/fg_cls_accuracy": 0.6817419030038597, "iteration": 133339, "loss_box_reg": 0.2022228166460991, "loss_cls": 0.1743198549374938, "loss_mask": 0.23426845110952854, "loss_rpn_cls": 0.03200379339978099, "loss_rpn_loc": 0.06615694728679955, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061873653754884, "mask_rcnn/false_negative": 0.07504038727583712, "mask_rcnn/false_positive": 0.11870742310846394, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0207549398764968, "total_loss": 0.712321048922604}
{"data_time": 0.013865836197510362, "eta_seconds": 136641.01916082203, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32034044895231356, "fast_rcnn/fg_cls_accuracy": 0.6490834729476693, "iteration": 133359, "loss_box_reg": 0.21278088679537177, "loss_cls": 0.18242323491722345, "loss_mask": 0.23943070508539677, "loss_rpn_cls": 0.034255861304700375, "loss_rpn_loc": 0.0721787823131308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910087727248285, "mask_rcnn/false_negative": 0.10218578712297277, "mask_rcnn/false_positive": 0.1190994263774296, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.005482570035383, "total_loss": 0.7401378814829513}
{"data_time": 0.01947526028379798, "eta_seconds": 136575.9184499737, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2934595524956971, "fast_rcnn/fg_cls_accuracy": 0.6766808130444494, "iteration": 133379, "loss_box_reg": 0.22605163417756557, "loss_cls": 0.17582271806895733, "loss_mask": 0.2330387569963932, "loss_rpn_cls": 0.03570147370919585, "loss_rpn_loc": 0.08265668293461204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989058665999798, "mask_rcnn/false_negative": 0.08543854374050382, "mask_rcnn/false_positive": 0.11197435257339258, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9783998015336692, "total_loss": 0.7615883528487757}
{"data_time": 0.02012251364067197, "eta_seconds": 136503.49459331483, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.29360836259176504, "fast_rcnn/fg_cls_accuracy": 0.6580099941211053, "iteration": 133399, "loss_box_reg": 0.20447817258536816, "loss_cls": 0.1647181250154972, "loss_mask": 0.22834652289748192, "loss_rpn_cls": 0.030883155995979905, "loss_rpn_loc": 0.07662117946892977, "lr": 0.0001, "mask_rcnn/accuracy": 0.907900869349114, "mask_rcnn/false_negative": 0.09925309318699771, "mask_rcnn/false_positive": 0.08705411486607342, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9927498486358672, "total_loss": 0.699338675593026}
{"data_time": 0.018327916506677866, "eta_seconds": 136380.4170359671, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3346531443919607, "fast_rcnn/fg_cls_accuracy": 0.6342136381553016, "iteration": 133419, "loss_box_reg": 0.22306660376489162, "loss_cls": 0.17208540625870228, "loss_mask": 0.23201148584485054, "loss_rpn_cls": 0.032955318165477365, "loss_rpn_loc": 0.07178684719838202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975111508112561, "mask_rcnn/false_negative": 0.09117477696618978, "mask_rcnn/false_positive": 0.11746034259474517, "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": 0.9816119719762355, "total_loss": 0.752065725508146}
{"data_time": 0.016933794366195798, "eta_seconds": 136282.70872291178, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2650528169014085, "fast_rcnn/fg_cls_accuracy": 0.7104725124943208, "iteration": 133439, "loss_box_reg": 0.20814011711627245, "loss_cls": 0.1668212367221713, "loss_mask": 0.2385926004499197, "loss_rpn_cls": 0.0349789340980351, "loss_rpn_loc": 0.080698452424258, "lr": 0.0001, "mask_rcnn/accuracy": 0.898704689081504, "mask_rcnn/false_negative": 0.10017301105980495, "mask_rcnn/false_positive": 0.09649552722212909, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9838098643813282, "total_loss": 0.7484151410171762}
{"data_time": 0.01715984893962741, "eta_seconds": 136109.4368263008, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3056426332288401, "fast_rcnn/fg_cls_accuracy": 0.672497244452964, "iteration": 133459, "loss_box_reg": 0.2298299064859748, "loss_cls": 0.18483969289809465, "loss_mask": 0.24042444117367268, "loss_rpn_cls": 0.032247348106466234, "loss_rpn_loc": 0.07877197850029916, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041007822007541, "mask_rcnn/false_negative": 0.08682681968486525, "mask_rcnn/false_positive": 0.10279780334156913, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9755911165848374, "total_loss": 0.7823478694772348}
{"data_time": 0.02207675646059215, "eta_seconds": 136157.23111263476, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.34202644665461124, "fast_rcnn/fg_cls_accuracy": 0.6526564083080041, "iteration": 133479, "loss_box_reg": 0.21910137683153152, "loss_cls": 0.17293426766991615, "loss_mask": 0.23745765164494514, "loss_rpn_cls": 0.03501089377095923, "loss_rpn_loc": 0.093091189279221, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990774326696107, "mask_rcnn/false_negative": 0.09430981424109366, "mask_rcnn/false_positive": 0.10535965527233024, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0303345527499914, "total_loss": 0.7635693398769945}
{"data_time": 0.014804305974394083, "eta_seconds": 136012.20659154933, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31404845888972877, "fast_rcnn/fg_cls_accuracy": 0.6319343307295114, "iteration": 133499, "loss_box_reg": 0.19306644517928362, "loss_cls": 0.16339252749457955, "loss_mask": 0.22282323986291885, "loss_rpn_cls": 0.02670457260683179, "loss_rpn_loc": 0.060351019084919244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956884795417497, "mask_rcnn/false_negative": 0.09048856989382738, "mask_rcnn/false_positive": 0.11000325549615744, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9768805236089975, "total_loss": 0.679216408461798}
{"data_time": 0.014648518525063992, "eta_seconds": 135928.08027394116, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.27499129223267155, "fast_rcnn/fg_cls_accuracy": 0.7023175404167834, "iteration": 133519, "loss_box_reg": 0.2307553831487894, "loss_cls": 0.18331974954344332, "loss_mask": 0.2442860770970583, "loss_rpn_cls": 0.03441431641113013, "loss_rpn_loc": 0.08521406166255474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877472094699107, "mask_rcnn/false_negative": 0.08649913388347501, "mask_rcnn/false_positive": 0.13072372686567424, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9848081411328167, "total_loss": 0.8103697327896953}
{"data_time": 0.014401308028027415, "eta_seconds": 135877.51651540864, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2935160733329948, "fast_rcnn/fg_cls_accuracy": 0.6683497536945813, "iteration": 133539, "loss_box_reg": 0.2199220322072506, "loss_cls": 0.17620428651571274, "loss_mask": 0.2366305012255907, "loss_rpn_cls": 0.0366499493829906, "loss_rpn_loc": 0.07073075277730823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961021452092881, "mask_rcnn/false_negative": 0.09590376291778455, "mask_rcnn/false_positive": 0.12074073202205877, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.997842812910676, "total_loss": 0.761865780223161}
{"data_time": 0.019082301994785666, "eta_seconds": 135857.60188599117, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2437088966021191, "fast_rcnn/fg_cls_accuracy": 0.680543336735053, "iteration": 133559, "loss_box_reg": 0.19941192120313644, "loss_cls": 0.16867950186133385, "loss_mask": 0.24261400662362576, "loss_rpn_cls": 0.03278872440569103, "loss_rpn_loc": 0.06838395074009895, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908898832139238, "mask_rcnn/false_negative": 0.08840401912015416, "mask_rcnn/false_positive": 0.11670022632197544, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9896501465700567, "total_loss": 0.7033046560827643}
{"data_time": 0.015145037090405822, "eta_seconds": 135695.33773108386, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.316017316017316, "fast_rcnn/fg_cls_accuracy": 0.6524303146553483, "iteration": 133579, "loss_box_reg": 0.2181195504963398, "loss_cls": 0.16246742848306894, "loss_mask": 0.23138170316815376, "loss_rpn_cls": 0.029791921377182007, "loss_rpn_loc": 0.07510215428192168, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003670637103242, "mask_rcnn/false_negative": 0.0878297273010944, "mask_rcnn/false_positive": 0.11716254617337932, "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": 0.9651397869456559, "total_loss": 0.7153477411484346}
{"data_time": 0.014321294147521257, "eta_seconds": 135675.4439709708, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.2906538092368133, "fast_rcnn/fg_cls_accuracy": 0.6516197826749264, "iteration": 133599, "loss_box_reg": 0.2261591199785471, "loss_cls": 0.17870743572711945, "loss_mask": 0.25045640394091606, "loss_rpn_cls": 0.0319390466902405, "loss_rpn_loc": 0.06564080761745572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860866946055193, "mask_rcnn/false_negative": 0.09492951588010391, "mask_rcnn/false_positive": 0.1390880602826237, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9842977616935968, "total_loss": 0.755933158157859}
{"data_time": 0.021729933563619852, "eta_seconds": 135725.6485404633, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.28933896112737423, "fast_rcnn/fg_cls_accuracy": 0.6900610287707062, "iteration": 133619, "loss_box_reg": 0.22979374043643475, "loss_cls": 0.19046332966536283, "loss_mask": 0.2431278210133314, "loss_rpn_cls": 0.03589404048398137, "loss_rpn_loc": 0.08024745009606704, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017780316738218, "mask_rcnn/false_negative": 0.07995367556081884, "mask_rcnn/false_positive": 0.10680189473487497, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.026001896476373, "total_loss": 0.7791660010116175}
{"data_time": 0.023798341862857342, "eta_seconds": 135808.56554919854, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29841198163618576, "fast_rcnn/fg_cls_accuracy": 0.6611725746970722, "iteration": 133639, "loss_box_reg": 0.20832807943224907, "loss_cls": 0.17307103681378067, "loss_mask": 0.23697364330291748, "loss_rpn_cls": 0.028428547200746834, "loss_rpn_loc": 0.10367905348539352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969377601786983, "mask_rcnn/false_negative": 0.09645710362999016, "mask_rcnn/false_positive": 0.1045673133087701, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.027610415359959, "total_loss": 0.7506336565711536}
{"data_time": 0.01707949605770409, "eta_seconds": 135655.59443129692, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29622159090909095, "fast_rcnn/fg_cls_accuracy": 0.6665225142534376, "iteration": 133659, "loss_box_reg": 0.21449406072497368, "loss_cls": 0.17178656719624996, "loss_mask": 0.22710487060248852, "loss_rpn_cls": 0.030228614574298263, "loss_rpn_loc": 0.06947628478519619, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076742438189334, "mask_rcnn/false_negative": 0.08170400795816178, "mask_rcnn/false_positive": 0.09757261427717087, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9881967774126679, "total_loss": 0.749655201449059}
{"data_time": 0.017225949792191386, "eta_seconds": 135608.43474671245, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2762388191681121, "fast_rcnn/fg_cls_accuracy": 0.6738537520271266, "iteration": 133679, "loss_box_reg": 0.20009023509919643, "loss_cls": 0.16286650579422712, "loss_mask": 0.2344452841207385, "loss_rpn_cls": 0.032867635134607553, "loss_rpn_loc": 0.07170493085868657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941329650655048, "mask_rcnn/false_negative": 0.09281773869678644, "mask_rcnn/false_positive": 0.10224549814036829, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9801920538302511, "total_loss": 0.7013214809121564}
{"data_time": 0.01575039536692202, "eta_seconds": 135558.44301702455, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3700534759358289, "fast_rcnn/fg_cls_accuracy": 0.5902522333158171, "iteration": 133699, "loss_box_reg": 0.21313875634223223, "loss_cls": 0.1740725850686431, "loss_mask": 0.24726173840463161, "loss_rpn_cls": 0.03272288525477052, "loss_rpn_loc": 0.07851162902079523, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904199999095244, "mask_rcnn/false_negative": 0.09238504641623718, "mask_rcnn/false_positive": 0.1140641156858947, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9738417144399136, "total_loss": 0.7518743467517197}
{"data_time": 0.016902956645935774, "eta_seconds": 135494.58601195365, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.32751937984496127, "fast_rcnn/fg_cls_accuracy": 0.6385205437837016, "iteration": 133719, "loss_box_reg": 0.23888988234102726, "loss_cls": 0.19688212126493454, "loss_mask": 0.23704122938215733, "loss_rpn_cls": 0.03981310082599521, "loss_rpn_loc": 0.07583538210019469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962181617247444, "mask_rcnn/false_negative": 0.08334214519878935, "mask_rcnn/false_positive": 0.12252134931839762, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.011725819669664, "total_loss": 0.7969864617334679}
{"data_time": 0.018871790263801813, "eta_seconds": 135474.70127670094, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2792207792207792, "fast_rcnn/fg_cls_accuracy": 0.686153984206748, "iteration": 133739, "loss_box_reg": 0.22170618176460266, "loss_cls": 0.18566042557358742, "loss_mask": 0.2431643307209015, "loss_rpn_cls": 0.0344571239547804, "loss_rpn_loc": 0.07314260653220117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952968799907576, "mask_rcnn/false_negative": 0.09128495704725573, "mask_rcnn/false_positive": 0.11921229114583534, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9916378383059055, "total_loss": 0.744146816432476}
{"data_time": 0.022076251218095422, "eta_seconds": 135482.22011763602, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29698921932279126, "fast_rcnn/fg_cls_accuracy": 0.6779234117474446, "iteration": 133759, "loss_box_reg": 0.22245178651064634, "loss_cls": 0.16027246043086052, "loss_mask": 0.23818719759583473, "loss_rpn_cls": 0.02971821674145758, "loss_rpn_loc": 0.0735507101053372, "lr": 0.0001, "mask_rcnn/accuracy": 0.898970797479415, "mask_rcnn/false_negative": 0.09121433179281609, "mask_rcnn/false_positive": 0.1166629572738348, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9895203185733408, "total_loss": 0.721363716875203}
{"data_time": 0.018621516413986683, "eta_seconds": 135340.85597206373, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3063577066763076, "fast_rcnn/fg_cls_accuracy": 0.6797571704025067, "iteration": 133779, "loss_box_reg": 0.22817491739988327, "loss_cls": 0.1779115842655301, "loss_mask": 0.23584087938070297, "loss_rpn_cls": 0.030055031355004758, "loss_rpn_loc": 0.06903833372052759, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971984133092892, "mask_rcnn/false_negative": 0.09753070071874653, "mask_rcnn/false_positive": 0.1168281988655666, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.978076865663752, "total_loss": 0.7650996079319157}
{"data_time": 0.01718390849418938, "eta_seconds": 135181.50722756982, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2929024296838433, "fast_rcnn/fg_cls_accuracy": 0.6919658540012646, "iteration": 133799, "loss_box_reg": 0.20115983299911022, "loss_cls": 0.17274605110287666, "loss_mask": 0.23672836646437645, "loss_rpn_cls": 0.03480572113767266, "loss_rpn_loc": 0.07019989285618067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999704457563489, "mask_rcnn/false_negative": 0.08252652400036907, "mask_rcnn/false_positive": 0.11083498703900455, "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": 0.9656931790523231, "total_loss": 0.7345046148402616}
{"data_time": 0.0223110297229141, "eta_seconds": 135177.59932083078, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2624347826086957, "fast_rcnn/fg_cls_accuracy": 0.7146278555637435, "iteration": 133819, "loss_box_reg": 0.2063641268759966, "loss_cls": 0.17012344766408205, "loss_mask": 0.22415271122008562, "loss_rpn_cls": 0.03484860248863697, "loss_rpn_loc": 0.07310638763010502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970417536428672, "mask_rcnn/false_negative": 0.10151119598667248, "mask_rcnn/false_positive": 0.096406377398978, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9971445803530514, "total_loss": 0.6942887466866523}
{"data_time": 0.02154574287123978, "eta_seconds": 135157.7465378493, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29288307915758893, "fast_rcnn/fg_cls_accuracy": 0.6607257901906687, "iteration": 133839, "loss_box_reg": 0.21937667950987816, "loss_cls": 0.18586585111916065, "loss_mask": 0.23636531829833984, "loss_rpn_cls": 0.03463065263349563, "loss_rpn_loc": 0.07801432046107948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919878563550514, "mask_rcnn/false_negative": 0.10336035214195806, "mask_rcnn/false_positive": 0.1117658493710689, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0162956649437547, "total_loss": 0.7758810465456918}
{"data_time": 0.015797786181792617, "eta_seconds": 135217.68549343105, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2719093473397529, "fast_rcnn/fg_cls_accuracy": 0.6880723443223443, "iteration": 133859, "loss_box_reg": 0.23179836105555296, "loss_cls": 0.1903216578066349, "loss_mask": 0.23923703283071518, "loss_rpn_cls": 0.034984394907951355, "loss_rpn_loc": 0.07564247061964124, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061051849926525, "mask_rcnn/false_negative": 0.09448372125213716, "mask_rcnn/false_positive": 0.10908855095465195, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.029422531137243, "total_loss": 0.8066524082096294}
{"data_time": 0.02338479133322835, "eta_seconds": 135241.5013574902, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2794599156118144, "fast_rcnn/fg_cls_accuracy": 0.679368569532028, "iteration": 133879, "loss_box_reg": 0.201527944765985, "loss_cls": 0.1773983547464013, "loss_mask": 0.23377685993909836, "loss_rpn_cls": 0.033023637253791094, "loss_rpn_loc": 0.057276026462204754, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012717249509652, "mask_rcnn/false_negative": 0.08306367896504058, "mask_rcnn/false_positive": 0.11475649427939903, "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": 1.0147890555672348, "total_loss": 0.6930589617695659}
{"data_time": 0.01632648822851479, "eta_seconds": 135322.53092629835, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.33840358744394616, "fast_rcnn/fg_cls_accuracy": 0.6456302521008404, "iteration": 133899, "loss_box_reg": 0.2183595895767212, "loss_cls": 0.18804719112813473, "loss_mask": 0.23467637412250042, "loss_rpn_cls": 0.02897504298016429, "loss_rpn_loc": 0.06010434892959893, "lr": 0.0001, "mask_rcnn/accuracy": 0.89915012872181, "mask_rcnn/false_negative": 0.08851840595378205, "mask_rcnn/false_positive": 0.11884906324725061, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0161359815392643, "total_loss": 0.7208844583947212}
{"data_time": 0.018199374433606863, "eta_seconds": 135257.8040824458, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2881815790462591, "fast_rcnn/fg_cls_accuracy": 0.6866104868913858, "iteration": 133919, "loss_box_reg": 0.19228060450404882, "loss_cls": 0.15506591135635972, "loss_mask": 0.22801608219742775, "loss_rpn_cls": 0.030840387335047126, "loss_rpn_loc": 0.06447625788860023, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042422063496489, "mask_rcnn/false_negative": 0.08246296662824457, "mask_rcnn/false_positive": 0.1115164843795241, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0093276989646256, "total_loss": 0.6725637052441016}
{"data_time": 0.020666840486228466, "eta_seconds": 135347.99380226526, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2651204159824849, "fast_rcnn/fg_cls_accuracy": 0.7172200936568752, "iteration": 133939, "loss_box_reg": 0.22882108576595783, "loss_cls": 0.18325719982385635, "loss_mask": 0.24027112498879433, "loss_rpn_cls": 0.03579904627986252, "loss_rpn_loc": 0.09374982956796885, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077774646874026, "mask_rcnn/false_negative": 0.09619198531248246, "mask_rcnn/false_positive": 0.09841766316912834, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0090584396384656, "total_loss": 0.7967743818589952}
{"data_time": 0.02898220345377922, "eta_seconds": 135399.0719740186, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3012292754939814, "fast_rcnn/fg_cls_accuracy": 0.683991683991684, "iteration": 133959, "loss_box_reg": 0.21667091641575098, "loss_cls": 0.16982667334377766, "loss_mask": 0.22398944571614265, "loss_rpn_cls": 0.030411851475946605, "loss_rpn_loc": 0.07882258901372552, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957872839513257, "mask_rcnn/false_negative": 0.09269544145745615, "mask_rcnn/false_positive": 0.10824811177038388, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0229756655171514, "total_loss": 0.7409465060918592}
{"data_time": 0.02701082779094577, "eta_seconds": 135503.5615704814, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31677052785923754, "fast_rcnn/fg_cls_accuracy": 0.6725852272727273, "iteration": 133979, "loss_box_reg": 0.22666032053530216, "loss_cls": 0.17571310698986053, "loss_mask": 0.2390133272856474, "loss_rpn_cls": 0.03432294382946566, "loss_rpn_loc": 0.07476424955530092, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867612016424355, "mask_rcnn/false_negative": 0.08869865636727986, "mask_rcnn/false_positive": 0.13276892226047265, "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": 1.0230473331175745, "total_loss": 0.7347072946140543}
{"data_time": 0.0142782018519938, "eta_seconds": 135498.89536574483, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22300793377026562, "fast_rcnn/fg_cls_accuracy": 0.739710547184774, "iteration": 133999, "loss_box_reg": 0.21976976469159126, "loss_cls": 0.16587106883525848, "loss_mask": 0.231641149148345, "loss_rpn_cls": 0.026067795464769006, "loss_rpn_loc": 0.06328497128561139, "lr": 0.0001, "mask_rcnn/accuracy": 0.9115586367412233, "mask_rcnn/false_negative": 0.07817334698096573, "mask_rcnn/false_positive": 0.09785683603168421, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 235.875, "rpn/num_pos_anchors": 20.125, "time": 0.9940882020164281, "total_loss": 0.7202723759110086}
{"data_time": 0.016256702365353703, "eta_seconds": 135478.9690576028, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28660705138525033, "fast_rcnn/fg_cls_accuracy": 0.6826204318936877, "iteration": 134019, "loss_box_reg": 0.21875791437923908, "loss_cls": 0.18200282286852598, "loss_mask": 0.23503758385777473, "loss_rpn_cls": 0.034357608295977116, "loss_rpn_loc": 0.06288172747008502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996881493858941, "mask_rcnn/false_negative": 0.09759019861053048, "mask_rcnn/false_positive": 0.11287138574506533, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9860971623566002, "total_loss": 0.7596862423233688}
{"data_time": 0.01580511685460806, "eta_seconds": 135486.29200000316, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3179311497326203, "fast_rcnn/fg_cls_accuracy": 0.6383555975422188, "iteration": 134039, "loss_box_reg": 0.23160084336996078, "loss_cls": 0.185686357319355, "loss_mask": 0.22975884564220905, "loss_rpn_cls": 0.033097529667429626, "loss_rpn_loc": 0.08663012774195522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996827512207365, "mask_rcnn/false_negative": 0.09994297264769329, "mask_rcnn/false_positive": 0.1159300386127047, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.984153562458232, "total_loss": 0.7607294803019613}
{"data_time": 0.016268440755084157, "eta_seconds": 135411.13034429494, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28544353433252, "fast_rcnn/fg_cls_accuracy": 0.6953424244573698, "iteration": 134059, "loss_box_reg": 0.21873066294938326, "loss_cls": 0.1770754773169756, "loss_mask": 0.24661970511078835, "loss_rpn_cls": 0.039869294269010425, "loss_rpn_loc": 0.0927728652022779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984342976387146, "mask_rcnn/false_negative": 0.09093537960857886, "mask_rcnn/false_positive": 0.11632390034409995, "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": 0.9590481731574982, "total_loss": 0.7959196844603866}
{"data_time": 0.024359026458114386, "eta_seconds": 135394.30284926668, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2763911906235649, "fast_rcnn/fg_cls_accuracy": 0.6846590909090908, "iteration": 134079, "loss_box_reg": 0.2085815044119954, "loss_cls": 0.165427521802485, "loss_mask": 0.2357935719192028, "loss_rpn_cls": 0.03558551240712404, "loss_rpn_loc": 0.07133090880233794, "lr": 0.0001, "mask_rcnn/accuracy": 0.896169328315011, "mask_rcnn/false_negative": 0.10196365839413046, "mask_rcnn/false_positive": 0.11366808206295696, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9983237229753286, "total_loss": 0.727726545126643}
{"data_time": 0.01885955221951008, "eta_seconds": 135483.08324839454, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.275825518754988, "fast_rcnn/fg_cls_accuracy": 0.7065088878016961, "iteration": 134099, "loss_box_reg": 0.21810971945524216, "loss_cls": 0.16328005772083998, "loss_mask": 0.24660181440412998, "loss_rpn_cls": 0.028590895468369126, "loss_rpn_loc": 0.08229613746516407, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990866123591961, "mask_rcnn/false_negative": 0.08410971604732777, "mask_rcnn/false_positive": 0.11072675307511734, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.005655388114974, "total_loss": 0.7344121626520064}
{"data_time": 0.01896957796998322, "eta_seconds": 135499.49418941513, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.31531471631205676, "fast_rcnn/fg_cls_accuracy": 0.656176122931442, "iteration": 134119, "loss_box_reg": 0.19962522014975548, "loss_cls": 0.16775374673306942, "loss_mask": 0.23671304807066917, "loss_rpn_cls": 0.028930182568728924, "loss_rpn_loc": 0.07000558465369977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972246770642136, "mask_rcnn/false_negative": 0.08551348833971012, "mask_rcnn/false_positive": 0.12816057236647696, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0003453299868852, "total_loss": 0.7277012794220354}
{"data_time": 0.016425364185124636, "eta_seconds": 135503.16913820803, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.29884563571329026, "fast_rcnn/fg_cls_accuracy": 0.6608926589503725, "iteration": 134139, "loss_box_reg": 0.20727542974054813, "loss_cls": 0.17813127301633358, "loss_mask": 0.23448029533028603, "loss_rpn_cls": 0.03202454908750951, "loss_rpn_loc": 0.07388449413701892, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070889791605048, "mask_rcnn/false_negative": 0.08659293042637428, "mask_rcnn/false_positive": 0.10119266688264672, "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": 0.9987907106988132, "total_loss": 0.7422774888109416}
{"data_time": 0.016977870604023337, "eta_seconds": 135366.71010062099, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29050144648023146, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 134159, "loss_box_reg": 0.21699587255716324, "loss_cls": 0.178627229295671, "loss_mask": 0.23852743580937386, "loss_rpn_cls": 0.03083111101295799, "loss_rpn_loc": 0.06990634091198444, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042619261631857, "mask_rcnn/false_negative": 0.08146806198894718, "mask_rcnn/false_positive": 0.10915191029831725, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9965165155008435, "total_loss": 0.7276115673885215}
{"data_time": 0.021083780098706484, "eta_seconds": 135294.68961880077, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26708513468573325, "fast_rcnn/fg_cls_accuracy": 0.7124866802286156, "iteration": 134179, "loss_box_reg": 0.21417654305696487, "loss_cls": 0.16847620345652103, "loss_mask": 0.23902123142033815, "loss_rpn_cls": 0.030490207282127813, "loss_rpn_loc": 0.07299645058810711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943531329973771, "mask_rcnn/false_negative": 0.08563930682982898, "mask_rcnn/false_positive": 0.12213685747426925, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9825560324825346, "total_loss": 0.7320399121381342}
{"data_time": 0.0156883483286947, "eta_seconds": 135284.53791243955, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.27738077008149997, "fast_rcnn/fg_cls_accuracy": 0.6946475915941566, "iteration": 134199, "loss_box_reg": 0.1911184648051858, "loss_cls": 0.1550041986629367, "loss_mask": 0.220366470515728, "loss_rpn_cls": 0.02958437561756, "loss_rpn_loc": 0.0642934690695256, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111772475765703, "mask_rcnn/false_negative": 0.08283479225342269, "mask_rcnn/false_positive": 0.10631095805963435, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9764980580657721, "total_loss": 0.6802995491234469}
{"data_time": 0.01711852359585464, "eta_seconds": 135429.870568458, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2801269668799549, "fast_rcnn/fg_cls_accuracy": 0.6785925911766955, "iteration": 134219, "loss_box_reg": 0.2123649651184678, "loss_cls": 0.16903029941022396, "loss_mask": 0.23132473230361938, "loss_rpn_cls": 0.03297582984669134, "loss_rpn_loc": 0.07405168330296874, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965663506168733, "mask_rcnn/false_negative": 0.09673497706719356, "mask_rcnn/false_positive": 0.1089941921803036, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0176051624584943, "total_loss": 0.7386446839082055}
{"data_time": 0.021732700988650322, "eta_seconds": 135362.055930309, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27415968796604334, "fast_rcnn/fg_cls_accuracy": 0.6588475614945952, "iteration": 134239, "loss_box_reg": 0.20983926579356194, "loss_cls": 0.1666029253974557, "loss_mask": 0.23620029166340828, "loss_rpn_cls": 0.034503301372751594, "loss_rpn_loc": 0.06793979508802295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995010937622803, "mask_rcnn/false_negative": 0.09394971577519834, "mask_rcnn/false_positive": 0.12169243866584173, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9852891569025815, "total_loss": 0.7503834884846583}
{"data_time": 0.018820260418578982, "eta_seconds": 135307.34206355643, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2931303669008587, "fast_rcnn/fg_cls_accuracy": 0.6558239861949957, "iteration": 134259, "loss_box_reg": 0.23294737562537193, "loss_cls": 0.17236670292913914, "loss_mask": 0.251160791143775, "loss_rpn_cls": 0.028652646229602396, "loss_rpn_loc": 0.06341985031031072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909936500059241, "mask_rcnn/false_negative": 0.09054936935993484, "mask_rcnn/false_positive": 0.12544244353087952, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.981134787434712, "total_loss": 0.7584879598871339}
{"data_time": 0.0174968505743891, "eta_seconds": 135194.71264332533, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25821596244131456, "fast_rcnn/fg_cls_accuracy": 0.7130281690140845, "iteration": 134279, "loss_box_reg": 0.20054827816784382, "loss_cls": 0.1512300381436944, "loss_mask": 0.2334454357624054, "loss_rpn_cls": 0.03082988108508289, "loss_rpn_loc": 0.06690650212112814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942430032684796, "mask_rcnn/false_negative": 0.08736910937179482, "mask_rcnn/false_positive": 0.11529033861835275, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9866457155440003, "total_loss": 0.6820835888793226}
{"data_time": 0.01716577005572617, "eta_seconds": 135184.9174868781, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2780120795584713, "fast_rcnn/fg_cls_accuracy": 0.6905550536986851, "iteration": 134299, "loss_box_reg": 0.2283013155683875, "loss_cls": 0.17742607975378633, "loss_mask": 0.2544718272984028, "loss_rpn_cls": 0.03658591664861888, "loss_rpn_loc": 0.0842053103260696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858406453240637, "mask_rcnn/false_negative": 0.09512773224517679, "mask_rcnn/false_positive": 0.10759951631353648, "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": 1.019530018325895, "total_loss": 0.7641476420685649}
{"data_time": 0.01561508234590292, "eta_seconds": 135096.20264410973, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.276971916971917, "fast_rcnn/fg_cls_accuracy": 0.72041177213591, "iteration": 134319, "loss_box_reg": 0.2002927865833044, "loss_cls": 0.1665298300795257, "loss_mask": 0.23299519903957844, "loss_rpn_cls": 0.03163546894211322, "loss_rpn_loc": 0.05572351813316345, "lr": 0.0001, "mask_rcnn/accuracy": 0.901770523492798, "mask_rcnn/false_negative": 0.07913220957525544, "mask_rcnn/false_positive": 0.11488179309787282, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9895545984618366, "total_loss": 0.6934655557852238}
{"data_time": 0.027443025959655643, "eta_seconds": 134982.13473059703, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30612875618105745, "fast_rcnn/fg_cls_accuracy": 0.6455310656022215, "iteration": 134339, "loss_box_reg": 0.19665457494556904, "loss_cls": 0.16864351741969585, "loss_mask": 0.2313232086598873, "loss_rpn_cls": 0.032665292266756296, "loss_rpn_loc": 0.06411075359210372, "lr": 0.0001, "mask_rcnn/accuracy": 0.900782747113908, "mask_rcnn/false_negative": 0.08636055734858687, "mask_rcnn/false_positive": 0.11503347035258088, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9949737519491464, "total_loss": 0.7104653313290328}
{"data_time": 0.01435567089356482, "eta_seconds": 134908.8619254902, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29017010371685703, "fast_rcnn/fg_cls_accuracy": 0.6611823899371069, "iteration": 134359, "loss_box_reg": 0.21531873755156994, "loss_cls": 0.17966971639543772, "loss_mask": 0.23935174569487572, "loss_rpn_cls": 0.032195818959735334, "loss_rpn_loc": 0.08018134790472686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891067525434471, "mask_rcnn/false_negative": 0.09141395054512905, "mask_rcnn/false_positive": 0.1253554045800519, "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": 0.9818987969774753, "total_loss": 0.7659338461235166}
{"data_time": 0.015269870171323419, "eta_seconds": 134888.96973116323, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26385947075602245, "fast_rcnn/fg_cls_accuracy": 0.6622956353283043, "iteration": 134379, "loss_box_reg": 0.1975205559283495, "loss_cls": 0.1563076563179493, "loss_mask": 0.23584165424108505, "loss_rpn_cls": 0.03180793521460146, "loss_rpn_loc": 0.06432467722333968, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086904369729218, "mask_rcnn/false_negative": 0.08734293973646937, "mask_rcnn/false_positive": 0.09805596727399252, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9829998433124274, "total_loss": 0.6975204178597778}
{"data_time": 0.016032281331717968, "eta_seconds": 134860.12095445767, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.295597769415605, "fast_rcnn/fg_cls_accuracy": 0.6841092727972298, "iteration": 134399, "loss_box_reg": 0.22405605390667915, "loss_cls": 0.17469086684286594, "loss_mask": 0.23941531404852867, "loss_rpn_cls": 0.032170169055461884, "loss_rpn_loc": 0.0650428521912545, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012746652115655, "mask_rcnn/false_negative": 0.09502504845278612, "mask_rcnn/false_positive": 0.10335568543812176, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.98630416020751, "total_loss": 0.735809042933397}
{"data_time": 0.018581120064482093, "eta_seconds": 134884.1166038392, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2827342747111682, "fast_rcnn/fg_cls_accuracy": 0.6869057586218761, "iteration": 134419, "loss_box_reg": 0.2286552842706442, "loss_cls": 0.18460716307163239, "loss_mask": 0.24064408615231514, "loss_rpn_cls": 0.031081187073141336, "loss_rpn_loc": 0.06523762026336044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939368902322833, "mask_rcnn/false_negative": 0.08628960018575982, "mask_rcnn/false_positive": 0.12166300777336567, "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": 1.000922269653529, "total_loss": 0.760257282294333}
{"data_time": 0.014874750515446067, "eta_seconds": 135024.08106366172, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3127995207667732, "fast_rcnn/fg_cls_accuracy": 0.6606150793650793, "iteration": 134439, "loss_box_reg": 0.2260119915008545, "loss_cls": 0.17736609000712633, "loss_mask": 0.23679808154702187, "loss_rpn_cls": 0.035425768117420375, "loss_rpn_loc": 0.07232647342607379, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957859222825821, "mask_rcnn/false_negative": 0.08722370157743459, "mask_rcnn/false_positive": 0.12626520214455955, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0083413270767778, "total_loss": 0.7606072877533734}
{"data_time": 0.013747903751209378, "eta_seconds": 135014.5345268771, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.34618032760635997, "fast_rcnn/fg_cls_accuracy": 0.6245050783267343, "iteration": 134459, "loss_box_reg": 0.21111245080828667, "loss_cls": 0.1709652068093419, "loss_mask": 0.24767169915139675, "loss_rpn_cls": 0.02998656829004176, "loss_rpn_loc": 0.06350936973467469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845726214670107, "mask_rcnn/false_negative": 0.10952164138621862, "mask_rcnn/false_positive": 0.12649341295840838, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.976677268743515, "total_loss": 0.7462991636712104}
{"data_time": 0.015172407729551196, "eta_seconds": 134891.83228179812, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28798468556533074, "fast_rcnn/fg_cls_accuracy": 0.6807421227197347, "iteration": 134479, "loss_box_reg": 0.2267386745661497, "loss_cls": 0.18281782418489456, "loss_mask": 0.2361587919294834, "loss_rpn_cls": 0.0289334065746516, "loss_rpn_loc": 0.0648039411753416, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004649801032973, "mask_rcnn/false_negative": 0.08859831011494568, "mask_rcnn/false_positive": 0.11616392551976927, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9844768119510263, "total_loss": 0.7476623984985054}
{"data_time": 0.01619666558690369, "eta_seconds": 134975.92728130985, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30092039800995024, "fast_rcnn/fg_cls_accuracy": 0.6739161336176263, "iteration": 134499, "loss_box_reg": 0.23775812052190304, "loss_cls": 0.1918651624582708, "loss_mask": 0.2504837401211262, "loss_rpn_cls": 0.030109953717328608, "loss_rpn_loc": 0.06946927076205611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947257653061225, "mask_rcnn/false_negative": 0.09365906209764942, "mask_rcnn/false_positive": 0.11197361731016672, "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": 1.0042769133578986, "total_loss": 0.8000573224853724}
{"data_time": 0.0158109525218606, "eta_seconds": 134961.40797835775, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3204473406128919, "fast_rcnn/fg_cls_accuracy": 0.6494430992736078, "iteration": 134519, "loss_box_reg": 0.22066848538815975, "loss_cls": 0.1847166335210204, "loss_mask": 0.24494503624737263, "loss_rpn_cls": 0.03346882271580398, "loss_rpn_loc": 0.08627836150117218, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024025274973411, "mask_rcnn/false_negative": 0.09860648150609491, "mask_rcnn/false_positive": 0.11258262558181956, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9974161556456238, "total_loss": 0.7603547972394153}
{"data_time": 0.018688965123146772, "eta_seconds": 134936.0819891235, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2707566999474514, "fast_rcnn/fg_cls_accuracy": 0.6988437001594896, "iteration": 134539, "loss_box_reg": 0.2125118374824524, "loss_cls": 0.164566645398736, "loss_mask": 0.23127919621765614, "loss_rpn_cls": 0.03833981999196112, "loss_rpn_loc": 0.08719934849068522, "lr": 0.0001, "mask_rcnn/accuracy": 0.900692784833133, "mask_rcnn/false_negative": 0.0830609096366666, "mask_rcnn/false_positive": 0.11005590422822292, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.999514645896852, "total_loss": 0.7268077550688758}
{"data_time": 0.01740885293111205, "eta_seconds": 134904.55546814948, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3138571239713124, "fast_rcnn/fg_cls_accuracy": 0.6419073989760553, "iteration": 134559, "loss_box_reg": 0.2244134796783328, "loss_cls": 0.1767654288560152, "loss_mask": 0.24345127306878567, "loss_rpn_cls": 0.03349041863111779, "loss_rpn_loc": 0.0797790081705898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848728032879818, "mask_rcnn/false_negative": 0.09269575576647626, "mask_rcnn/false_positive": 0.13267739195939562, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9772192959208041, "total_loss": 0.7464477743487805}
{"data_time": 0.016379437409341335, "eta_seconds": 134921.41088332515, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.32207463630613536, "fast_rcnn/fg_cls_accuracy": 0.6740975893756294, "iteration": 134579, "loss_box_reg": 0.22801872808486223, "loss_cls": 0.17958516534417868, "loss_mask": 0.24122474156320095, "loss_rpn_cls": 0.028501591412350535, "loss_rpn_loc": 0.06116574048064649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975234729278982, "mask_rcnn/false_negative": 0.09631958403635968, "mask_rcnn/false_positive": 0.11818510853889747, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0039011829067022, "total_loss": 0.7515592064009979}
{"data_time": 0.015589759685099125, "eta_seconds": 134994.5265593473, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2742899601867563, "fast_rcnn/fg_cls_accuracy": 0.6909150392032914, "iteration": 134599, "loss_box_reg": 0.21575932297855616, "loss_cls": 0.15484459977596998, "loss_mask": 0.2316460032016039, "loss_rpn_cls": 0.027301794616505504, "loss_rpn_loc": 0.06718677887693048, "lr": 0.0001, "mask_rcnn/accuracy": 0.903002936102357, "mask_rcnn/false_negative": 0.09183671915928904, "mask_rcnn/false_positive": 0.10566920470352995, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0382439559325576, "total_loss": 0.7020653983345255}
{"data_time": 0.024032921995967627, "eta_seconds": 134965.01846465282, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28494255497222853, "fast_rcnn/fg_cls_accuracy": 0.6937373106356395, "iteration": 134619, "loss_box_reg": 0.20770863443613052, "loss_cls": 0.17145498376339674, "loss_mask": 0.24219254031777382, "loss_rpn_cls": 0.03744909635861404, "loss_rpn_loc": 0.07318064128048718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941999079478787, "mask_rcnn/false_negative": 0.08154877363998406, "mask_rcnn/false_positive": 0.11979121027005693, "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": 1.0124454842880368, "total_loss": 0.7576939498540014}
{"data_time": 0.01886995369568467, "eta_seconds": 134861.63179121912, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2905161290322581, "fast_rcnn/fg_cls_accuracy": 0.6693548387096774, "iteration": 134639, "loss_box_reg": 0.2324060732498765, "loss_cls": 0.18152119312435389, "loss_mask": 0.2357073910534382, "loss_rpn_cls": 0.033462321502156556, "loss_rpn_loc": 0.080498983617872, "lr": 0.0001, "mask_rcnn/accuracy": 0.902583958165333, "mask_rcnn/false_negative": 0.08884399780456587, "mask_rcnn/false_positive": 0.12413890894994997, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0212728693149984, "total_loss": 0.7755201726686209}
{"data_time": 0.023443831130862236, "eta_seconds": 134876.39161594678, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.24043715846994534, "fast_rcnn/fg_cls_accuracy": 0.7377049180327869, "iteration": 134659, "loss_box_reg": 0.19468190986663103, "loss_cls": 0.1597059676423669, "loss_mask": 0.22572677955031395, "loss_rpn_cls": 0.03442177129909396, "loss_rpn_loc": 0.07300690864212811, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093400904944144, "mask_rcnn/false_negative": 0.067636809411737, "mask_rcnn/false_positive": 0.08459261966801968, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.990427236771211, "total_loss": 0.707884700037539}
{"data_time": 0.016165336593985558, "eta_seconds": 134894.65755097568, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2505131348752635, "fast_rcnn/fg_cls_accuracy": 0.7035260802046223, "iteration": 134679, "loss_box_reg": 0.1871891412883997, "loss_cls": 0.1575953676365316, "loss_mask": 0.23029612191021442, "loss_rpn_cls": 0.0326146453153342, "loss_rpn_loc": 0.058252239832654595, "lr": 0.0001, "mask_rcnn/accuracy": 0.9135497949179672, "mask_rcnn/false_negative": 0.07682546618871436, "mask_rcnn/false_positive": 0.1106210363440196, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9888392791617662, "total_loss": 0.6989913691068068}
{"data_time": 0.021854054648429155, "eta_seconds": 134801.85269911308, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.30978803804890764, "fast_rcnn/fg_cls_accuracy": 0.6608985608985609, "iteration": 134699, "loss_box_reg": 0.21857153810560703, "loss_cls": 0.17950166296213865, "loss_mask": 0.23363948799669743, "loss_rpn_cls": 0.030204270064132288, "loss_rpn_loc": 0.06499219557736069, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052114622131443, "mask_rcnn/false_negative": 0.08597588698228875, "mask_rcnn/false_positive": 0.09792605698870882, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9716678054537624, "total_loss": 0.7383241929346696}
{"data_time": 0.017981358338147402, "eta_seconds": 134816.597146485, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3014031522873304, "fast_rcnn/fg_cls_accuracy": 0.6441971471388134, "iteration": 134719, "loss_box_reg": 0.20176929933950305, "loss_cls": 0.1540068443864584, "loss_mask": 0.22321808896958828, "loss_rpn_cls": 0.028557054232805967, "loss_rpn_loc": 0.07067824085243046, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064424838005587, "mask_rcnn/false_negative": 0.07448159757586202, "mask_rcnn/false_positive": 0.11519471367434073, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0654990123584867, "total_loss": 0.6795079733710736}
{"data_time": 0.015114849200472236, "eta_seconds": 134854.94580810424, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.28880415488791006, "fast_rcnn/fg_cls_accuracy": 0.6612766318648672, "iteration": 134739, "loss_box_reg": 0.22614899650216103, "loss_cls": 0.19618913624435663, "loss_mask": 0.2468876987695694, "loss_rpn_cls": 0.03365112986648455, "loss_rpn_loc": 0.08336179726757109, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964457723888024, "mask_rcnn/false_negative": 0.08654926440561636, "mask_rcnn/false_positive": 0.12403928481219095, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.024414143525064, "total_loss": 0.7723501865984872}
{"data_time": 0.017809166107326746, "eta_seconds": 134867.75188369676, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.329102809706258, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 134759, "loss_box_reg": 0.2119269222021103, "loss_cls": 0.1673055924475193, "loss_mask": 0.23759782873094082, "loss_rpn_cls": 0.03198825899744406, "loss_rpn_loc": 0.07541733648395166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950859014006547, "mask_rcnn/false_negative": 0.09204415611099714, "mask_rcnn/false_positive": 0.12007338346514773, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.00001438613981, "total_loss": 0.7226140700513497}
{"data_time": 0.01571420463733375, "eta_seconds": 134888.1439492805, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31167474726635036, "fast_rcnn/fg_cls_accuracy": 0.667132126348228, "iteration": 134779, "loss_box_reg": 0.21396710723638535, "loss_cls": 0.18160282913595438, "loss_mask": 0.23320979811251163, "loss_rpn_cls": 0.029866268392652273, "loss_rpn_loc": 0.06881281803362072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933898245881442, "mask_rcnn/false_negative": 0.09095823617489976, "mask_rcnn/false_positive": 0.12186749713266631, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0020428160205483, "total_loss": 0.7361168795323465}
{"data_time": 0.01438078167848289, "eta_seconds": 134827.8619837016, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30935077519379844, "fast_rcnn/fg_cls_accuracy": 0.6541019141041184, "iteration": 134799, "loss_box_reg": 0.21073199436068535, "loss_cls": 0.17695410549640656, "loss_mask": 0.2472980786114931, "loss_rpn_cls": 0.03834041580557823, "loss_rpn_loc": 0.0661390827735886, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049548076457228, "mask_rcnn/false_negative": 0.08730185883093093, "mask_rcnn/false_positive": 0.1067899837335709, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9744857423938811, "total_loss": 0.7402518269373104}
{"data_time": 0.020077708875760436, "eta_seconds": 134807.917033704, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26206206206206206, "fast_rcnn/fg_cls_accuracy": 0.7270047825603381, "iteration": 134819, "loss_box_reg": 0.21187328733503819, "loss_cls": 0.16189605370163918, "loss_mask": 0.22808429598808289, "loss_rpn_cls": 0.030368046485818923, "loss_rpn_loc": 0.06967095122672617, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064190160441998, "mask_rcnn/false_negative": 0.0907864824142045, "mask_rcnn/false_positive": 0.10042294980337158, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.000527951400727, "total_loss": 0.7032299356651492}
{"data_time": 0.023142560617998242, "eta_seconds": 134787.9720837064, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.30769472401271564, "fast_rcnn/fg_cls_accuracy": 0.6449983783533336, "iteration": 134839, "loss_box_reg": 0.23476308956742287, "loss_cls": 0.18205613270401955, "loss_mask": 0.2501031495630741, "loss_rpn_cls": 0.03940176800824702, "loss_rpn_loc": 0.08561394037678838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907043995390973, "mask_rcnn/false_negative": 0.0938929446339464, "mask_rcnn/false_positive": 0.11858292728873396, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0075079584494233, "total_loss": 0.8120582941919565}
{"data_time": 0.017352430149912834, "eta_seconds": 134751.08428736683, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31649774052374235, "fast_rcnn/fg_cls_accuracy": 0.6539478524786168, "iteration": 134859, "loss_box_reg": 0.21010004915297031, "loss_cls": 0.17118922621011734, "loss_mask": 0.23616246692836285, "loss_rpn_cls": 0.03569638071348891, "loss_rpn_loc": 0.08567412954289466, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021182294949179, "mask_rcnn/false_negative": 0.0887625291856034, "mask_rcnn/false_positive": 0.11157968152254806, "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": 1.0064046999905258, "total_loss": 0.7413490125909448}
{"data_time": 0.01586974528618157, "eta_seconds": 134612.74527579546, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29783131323249523, "fast_rcnn/fg_cls_accuracy": 0.6882630192689801, "iteration": 134879, "loss_box_reg": 0.20495779067277908, "loss_cls": 0.163866869173944, "loss_mask": 0.22720995359122753, "loss_rpn_cls": 0.02858554886188358, "loss_rpn_loc": 0.07844796089921147, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032920109860405, "mask_rcnn/false_negative": 0.08943004739138763, "mask_rcnn/false_positive": 0.10069268258350145, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9681764929555357, "total_loss": 0.7315723567735404}
{"data_time": 0.012410294497385621, "eta_seconds": 134510.240066424, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2821886446886447, "fast_rcnn/fg_cls_accuracy": 0.6491538461538462, "iteration": 134899, "loss_box_reg": 0.19487177208065987, "loss_cls": 0.15725718718022108, "loss_mask": 0.23856222443282604, "loss_rpn_cls": 0.03064865112537518, "loss_rpn_loc": 0.05925558810122311, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914917770997407, "mask_rcnn/false_negative": 0.09043996420552494, "mask_rcnn/false_positive": 0.1153167118465077, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9860352519899607, "total_loss": 0.6777300983667374}
{"data_time": 0.021893256343901157, "eta_seconds": 134477.30726078153, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29811308726971375, "fast_rcnn/fg_cls_accuracy": 0.657978835978836, "iteration": 134919, "loss_box_reg": 0.20691977627575397, "loss_cls": 0.1758988481014967, "loss_mask": 0.23644251376390457, "loss_rpn_cls": 0.03238422976573929, "loss_rpn_loc": 0.07737080892547965, "lr": 0.0001, "mask_rcnn/accuracy": 0.904824412046342, "mask_rcnn/false_negative": 0.08620700211641061, "mask_rcnn/false_positive": 0.09764821086962513, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9966302148532122, "total_loss": 0.7344641762319952}
{"data_time": 0.019679839024320245, "eta_seconds": 134417.2993134521, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.29764526049533235, "fast_rcnn/fg_cls_accuracy": 0.6669688466796173, "iteration": 134939, "loss_box_reg": 0.20814807433634996, "loss_cls": 0.1612045611254871, "loss_mask": 0.22555439546704292, "loss_rpn_cls": 0.03196732478681952, "loss_rpn_loc": 0.06634217384271324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984811986690487, "mask_rcnn/false_negative": 0.08327143929435088, "mask_rcnn/false_positive": 0.11615554620587462, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9995957303326577, "total_loss": 0.7171024102717638}
{"data_time": 0.020355506567284465, "eta_seconds": 134213.85159388185, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3437603717225357, "fast_rcnn/fg_cls_accuracy": 0.6210748792270531, "iteration": 134959, "loss_box_reg": 0.21844037249684334, "loss_cls": 0.18206901662051678, "loss_mask": 0.2510746158659458, "loss_rpn_cls": 0.031930957309668884, "loss_rpn_loc": 0.06400339375250041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969583015863913, "mask_rcnn/false_negative": 0.08546156170547117, "mask_rcnn/false_positive": 0.13734544143929292, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9598830030299723, "total_loss": 0.7385294629493728}
{"data_time": 0.025366184068843722, "eta_seconds": 134255.9681241354, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2940613026819924, "fast_rcnn/fg_cls_accuracy": 0.6824298107036945, "iteration": 134979, "loss_box_reg": 0.22163230180740356, "loss_cls": 0.17831546161323786, "loss_mask": 0.23773046396672726, "loss_rpn_cls": 0.030530754243955016, "loss_rpn_loc": 0.06358440942130983, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081150801829894, "mask_rcnn/false_negative": 0.08772059632198424, "mask_rcnn/false_positive": 0.10745616689841156, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0211536043789238, "total_loss": 0.7419671015813947}
{"data_time": 0.013086230494081974, "eta_seconds": 134075.53823199123, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.27042160737812915, "fast_rcnn/fg_cls_accuracy": 0.6726749103798284, "iteration": 134999, "loss_box_reg": 0.21823495998978615, "loss_cls": 0.17424156330525875, "loss_mask": 0.2381945177912712, "loss_rpn_cls": 0.033505229162983596, "loss_rpn_loc": 0.08193205017596483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982685828638748, "mask_rcnn/false_negative": 0.08346850898564645, "mask_rcnn/false_positive": 0.11270105710867576, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9634408974088728, "total_loss": 0.7751625966047868}
{"data_time": 0.0221825095359236, "eta_seconds": 134088.22648483794, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2774140478109052, "fast_rcnn/fg_cls_accuracy": 0.6752904865649964, "iteration": 135019, "loss_box_reg": 0.19731004629284143, "loss_cls": 0.16094695404171944, "loss_mask": 0.2262528706341982, "loss_rpn_cls": 0.032224330003373325, "loss_rpn_loc": 0.0721070165745914, "lr": 0.0001, "mask_rcnn/accuracy": 0.905240660629588, "mask_rcnn/false_negative": 0.08797459467134122, "mask_rcnn/false_positive": 0.10826747124329866, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0079756879713386, "total_loss": 0.6970015822444111}
{"data_time": 0.015483403578400612, "eta_seconds": 134134.34101829305, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25016869095816463, "fast_rcnn/fg_cls_accuracy": 0.7417124542124542, "iteration": 135039, "loss_box_reg": 0.218928350135684, "loss_cls": 0.18411219771951437, "loss_mask": 0.23885643668472767, "loss_rpn_cls": 0.03732446813955903, "loss_rpn_loc": 0.08535220945486799, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047572915557609, "mask_rcnn/false_negative": 0.09164124877653215, "mask_rcnn/false_positive": 0.09193800481504913, "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": 0.9982345351018012, "total_loss": 0.7842636373825371}
{"data_time": 0.021838146029040217, "eta_seconds": 134273.58897584025, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.30298560966866395, "fast_rcnn/fg_cls_accuracy": 0.6664413376350694, "iteration": 135059, "loss_box_reg": 0.2119118608534336, "loss_cls": 0.17575542256236076, "loss_mask": 0.2267579361796379, "loss_rpn_cls": 0.04225427017081529, "loss_rpn_loc": 0.08357161749154329, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001635890444166, "mask_rcnn/false_negative": 0.08830469658028231, "mask_rcnn/false_positive": 0.11046499498772622, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9939223467372358, "total_loss": 0.754618059261702}
{"data_time": 0.022045456804335117, "eta_seconds": 134253.6877472978, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.32045707915273136, "fast_rcnn/fg_cls_accuracy": 0.6585476895060323, "iteration": 135079, "loss_box_reg": 0.210814306512475, "loss_cls": 0.18650086037814617, "loss_mask": 0.24067322351038456, "loss_rpn_cls": 0.036674999340903014, "loss_rpn_loc": 0.0682316580787301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899592073279581, "mask_rcnn/false_negative": 0.0918496976566317, "mask_rcnn/false_positive": 0.11774087494826842, "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": 0.9962653615511954, "total_loss": 0.7392895433586091}
{"data_time": 0.013754702871665359, "eta_seconds": 134233.78651875537, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28895403774864925, "fast_rcnn/fg_cls_accuracy": 0.6905791497934515, "iteration": 135099, "loss_box_reg": 0.2146588433533907, "loss_cls": 0.18100497778505087, "loss_mask": 0.23757066950201988, "loss_rpn_cls": 0.03411103691905737, "loss_rpn_loc": 0.07305751671083272, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024979665161519, "mask_rcnn/false_negative": 0.08785778867927421, "mask_rcnn/false_positive": 0.10577717599270639, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.022683209972456, "total_loss": 0.7350523553323001}
{"data_time": 0.016655194107443094, "eta_seconds": 134283.68328541517, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.2883318461953477, "fast_rcnn/fg_cls_accuracy": 0.6707459207459208, "iteration": 135119, "loss_box_reg": 0.2227244134992361, "loss_cls": 0.18512070225551724, "loss_mask": 0.24169766902923584, "loss_rpn_cls": 0.030722955707460642, "loss_rpn_loc": 0.07879816368222237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902565926461412, "mask_rcnn/false_negative": 0.10056712415876698, "mask_rcnn/false_positive": 0.12955590316778012, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.0114507705438882, "total_loss": 0.7621686410857365}
{"data_time": 0.015094735426828265, "eta_seconds": 134309.8789496487, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.319245357371558, "fast_rcnn/fg_cls_accuracy": 0.6630578963795255, "iteration": 135139, "loss_box_reg": 0.25517498701810837, "loss_cls": 0.19193051755428314, "loss_mask": 0.24505666457116604, "loss_rpn_cls": 0.03206062980461866, "loss_rpn_loc": 0.07609344471711665, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043677246102801, "mask_rcnn/false_negative": 0.07999827218645977, "mask_rcnn/false_positive": 0.1067022570651072, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0165194030851126, "total_loss": 0.7987328090239316}
{"data_time": 0.01629405003041029, "eta_seconds": 134289.96053366922, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31578271769005406, "fast_rcnn/fg_cls_accuracy": 0.6394634292565947, "iteration": 135159, "loss_box_reg": 0.21366913057863712, "loss_cls": 0.19419469498097897, "loss_mask": 0.23877408355474472, "loss_rpn_cls": 0.03515041887294501, "loss_rpn_loc": 0.08788348687812686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952759550985343, "mask_rcnn/false_negative": 0.09468674025848497, "mask_rcnn/false_positive": 0.11411559301304536, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9904619820881635, "total_loss": 0.7721422056201845}
{"data_time": 0.013649862492457032, "eta_seconds": 134302.92416562326, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3234881567673641, "fast_rcnn/fg_cls_accuracy": 0.6266766455425528, "iteration": 135179, "loss_box_reg": 0.2114298865199089, "loss_cls": 0.16637444123625755, "loss_mask": 0.2382275015115738, "loss_rpn_cls": 0.040056262630969286, "loss_rpn_loc": 0.07237322616856545, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009030568104142, "mask_rcnn/false_negative": 0.09457108765628532, "mask_rcnn/false_positive": 0.11568587333891354, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9623140834737569, "total_loss": 0.739504910307005}
{"data_time": 0.014499147655442357, "eta_seconds": 134283.00087172538, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24311023622047245, "fast_rcnn/fg_cls_accuracy": 0.7279109318145862, "iteration": 135199, "loss_box_reg": 0.22006878349930048, "loss_cls": 0.17265053559094667, "loss_mask": 0.22723162360489368, "loss_rpn_cls": 0.02920070622349158, "loss_rpn_loc": 0.05828918190672994, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083559749968333, "mask_rcnn/false_negative": 0.08353433389236171, "mask_rcnn/false_positive": 0.09707102281131413, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9941610540263355, "total_loss": 0.7464812243706547}
{"data_time": 0.01747859502211213, "eta_seconds": 134108.74263322446, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2822937625754527, "fast_rcnn/fg_cls_accuracy": 0.659343737494998, "iteration": 135219, "loss_box_reg": 0.22779658623039722, "loss_cls": 0.1869393503293395, "loss_mask": 0.2424232754856348, "loss_rpn_cls": 0.03205777774564922, "loss_rpn_loc": 0.07028030604124069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930957090920201, "mask_rcnn/false_negative": 0.08296276369721033, "mask_rcnn/false_positive": 0.12375552787091174, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9903583191335201, "total_loss": 0.7708693512249738}
{"data_time": 0.018471524119377136, "eta_seconds": 134088.8422410842, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.28592709242195313, "fast_rcnn/fg_cls_accuracy": 0.6984800537015727, "iteration": 135239, "loss_box_reg": 0.19654849357903004, "loss_cls": 0.15790553204715252, "loss_mask": 0.244322270154953, "loss_rpn_cls": 0.03554588253609836, "loss_rpn_loc": 0.07798585935961455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980348037666277, "mask_rcnn/false_negative": 0.08391946987161751, "mask_rcnn/false_positive": 0.11106911162977874, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.993170686531812, "total_loss": 0.7061770150903612}
{"data_time": 0.01693817414343357, "eta_seconds": 134144.30223811418, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.2828654701641356, "fast_rcnn/fg_cls_accuracy": 0.6677442442080207, "iteration": 135259, "loss_box_reg": 0.2234702743589878, "loss_cls": 0.18410862982273102, "loss_mask": 0.23086180351674557, "loss_rpn_cls": 0.035440208157524467, "loss_rpn_loc": 0.07478454895317554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920773905776206, "mask_rcnn/false_negative": 0.08963106776520968, "mask_rcnn/false_positive": 0.13261338527897099, "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": 1.0722623451147228, "total_loss": 0.7340330420993268}
{"data_time": 0.013754601357504725, "eta_seconds": 134136.32666051388, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.26003108733371894, "fast_rcnn/fg_cls_accuracy": 0.722235588972431, "iteration": 135279, "loss_box_reg": 0.20407027006149292, "loss_cls": 0.1585637042298913, "loss_mask": 0.23910865746438503, "loss_rpn_cls": 0.03524966398254037, "loss_rpn_loc": 0.06718913896474987, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047408630080512, "mask_rcnn/false_negative": 0.09062113864470385, "mask_rcnn/false_positive": 0.10645787708404839, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9823876060545444, "total_loss": 0.6795854470110498}
{"data_time": 0.015429145889356732, "eta_seconds": 134104.47908174247, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3023017640883836, "fast_rcnn/fg_cls_accuracy": 0.664486629577724, "iteration": 135299, "loss_box_reg": 0.22014791518449783, "loss_cls": 0.18222350254654884, "loss_mask": 0.24354730173945427, "loss_rpn_cls": 0.03346070647239685, "loss_rpn_loc": 0.07503281673416495, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013591786107313, "mask_rcnn/false_negative": 0.09251813424240424, "mask_rcnn/false_positive": 0.11667703330698961, "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": 1.003402923932299, "total_loss": 0.7327608950436115}
{"data_time": 0.013798126019537449, "eta_seconds": 134079.09195944667, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.25698773571186195, "fast_rcnn/fg_cls_accuracy": 0.6898246026153003, "iteration": 135319, "loss_box_reg": 0.2066993359476328, "loss_cls": 0.1691698469221592, "loss_mask": 0.22295647859573364, "loss_rpn_cls": 0.0327201095642522, "loss_rpn_loc": 0.06463308597449213, "lr": 0.0001, "mask_rcnn/accuracy": 0.900069244869665, "mask_rcnn/false_negative": 0.08510745885099677, "mask_rcnn/false_positive": 0.10688463672255649, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9709022603929043, "total_loss": 0.6855186312459409}
{"data_time": 0.021083757746964693, "eta_seconds": 134076.58661004156, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.26057563126528643, "fast_rcnn/fg_cls_accuracy": 0.7126524390243902, "iteration": 135339, "loss_box_reg": 0.21963836438953876, "loss_cls": 0.1706173913553357, "loss_mask": 0.22963150590658188, "loss_rpn_cls": 0.031306286691688, "loss_rpn_loc": 0.06515857786871493, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045730942482473, "mask_rcnn/false_negative": 0.08328330974353823, "mask_rcnn/false_positive": 0.1098455238860778, "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": 1.027809570543468, "total_loss": 0.7195491582388058}
{"data_time": 0.01578518725000322, "eta_seconds": 134039.27042931318, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3053187613843351, "fast_rcnn/fg_cls_accuracy": 0.6787758945386064, "iteration": 135359, "loss_box_reg": 0.2257295399904251, "loss_cls": 0.17916458495892584, "loss_mask": 0.2204177174717188, "loss_rpn_cls": 0.03139222017489374, "loss_rpn_loc": 0.08487192052416503, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045020463406979, "mask_rcnn/false_negative": 0.087936074265794, "mask_rcnn/false_positive": 0.10223240269921115, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9807730366010219, "total_loss": 0.743577450979501}
{"data_time": 0.014360860921442509, "eta_seconds": 134154.93259630166, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2851335656213705, "fast_rcnn/fg_cls_accuracy": 0.6831115293274186, "iteration": 135379, "loss_box_reg": 0.22395962662994862, "loss_cls": 0.18230325262993574, "loss_mask": 0.2371691707521677, "loss_rpn_cls": 0.035125627648085356, "loss_rpn_loc": 0.08118307963013649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968438274174262, "mask_rcnn/false_negative": 0.08569851108680007, "mask_rcnn/false_positive": 0.12026070714735781, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0432190916035324, "total_loss": 0.753099980414845}
{"data_time": 0.01782355736941099, "eta_seconds": 134194.97122545727, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3078860830179314, "fast_rcnn/fg_cls_accuracy": 0.6679107521618535, "iteration": 135399, "loss_box_reg": 0.2015144769102335, "loss_cls": 0.1817759983241558, "loss_mask": 0.24022848717868328, "loss_rpn_cls": 0.033179650199599564, "loss_rpn_loc": 0.08268105401657522, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012416095418174, "mask_rcnn/false_negative": 0.09600701546719538, "mask_rcnn/false_positive": 0.11357265567725115, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.997861523879692, "total_loss": 0.7460223766975105}
{"data_time": 0.025761000346392393, "eta_seconds": 134115.07078302093, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29000502107329246, "fast_rcnn/fg_cls_accuracy": 0.6850230016256789, "iteration": 135419, "loss_box_reg": 0.22571104019880295, "loss_cls": 0.17555625084787607, "loss_mask": 0.22995960898697376, "loss_rpn_cls": 0.03616937296465039, "loss_rpn_loc": 0.0778832410578616, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031024639847631, "mask_rcnn/false_negative": 0.08881815889896591, "mask_rcnn/false_positive": 0.10504812217207933, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0010368404909968, "total_loss": 0.7648480767384171}
{"data_time": 0.016948561882600188, "eta_seconds": 134006.4844314754, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2693024610455803, "fast_rcnn/fg_cls_accuracy": 0.706269592476489, "iteration": 135439, "loss_box_reg": 0.20591973140835762, "loss_cls": 0.16589523293077946, "loss_mask": 0.22988668084144592, "loss_rpn_cls": 0.03268704563379288, "loss_rpn_loc": 0.07619839441031218, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026305399979541, "mask_rcnn/false_negative": 0.08728105673947441, "mask_rcnn/false_positive": 0.10830497053360774, "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": 0.9937244961038232, "total_loss": 0.7481006889720447}
{"data_time": 0.017162772128358483, "eta_seconds": 134152.81101096887, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26629847815414825, "fast_rcnn/fg_cls_accuracy": 0.723971526755032, "iteration": 135459, "loss_box_reg": 0.21694332733750343, "loss_cls": 0.17527990508824587, "loss_mask": 0.2407216988503933, "loss_rpn_cls": 0.03347957460209727, "loss_rpn_loc": 0.07053200295194983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869531970958874, "mask_rcnn/false_negative": 0.09801152791487494, "mask_rcnn/false_positive": 0.13043979743328, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9981006165035069, "total_loss": 0.731920275487937}
{"data_time": 0.01961764902807772, "eta_seconds": 134192.940740576, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.26044358311800175, "fast_rcnn/fg_cls_accuracy": 0.6984126984126984, "iteration": 135479, "loss_box_reg": 0.21641699504107237, "loss_cls": 0.1773149543441832, "loss_mask": 0.2361236773431301, "loss_rpn_cls": 0.027095885074231774, "loss_rpn_loc": 0.06594555615447462, "lr": 0.0001, "mask_rcnn/accuracy": 0.909168181956705, "mask_rcnn/false_negative": 0.08034253311652666, "mask_rcnn/false_positive": 0.10591866152922383, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.030543205095455, "total_loss": 0.7323454272118397}
{"data_time": 0.014366560382768512, "eta_seconds": 134129.31295402814, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.28697131745260085, "fast_rcnn/fg_cls_accuracy": 0.6997827873664435, "iteration": 135499, "loss_box_reg": 0.23310477193444967, "loss_cls": 0.1803848333656788, "loss_mask": 0.23711827583611012, "loss_rpn_cls": 0.03333807148737833, "loss_rpn_loc": 0.07712985295802355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954285420430789, "mask_rcnn/false_negative": 0.0904691081585842, "mask_rcnn/false_positive": 0.10629911202226787, "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": 0.9801123954821378, "total_loss": 0.7563925849390216}
{"data_time": 0.019477835623547435, "eta_seconds": 134130.5087735504, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.286438679245283, "fast_rcnn/fg_cls_accuracy": 0.6722391084093211, "iteration": 135519, "loss_box_reg": 0.2116155344992876, "loss_cls": 0.16955263866111636, "loss_mask": 0.2338876649737358, "loss_rpn_cls": 0.033916071290150285, "loss_rpn_loc": 0.07096208911389112, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003248223023455, "mask_rcnn/false_negative": 0.08515573799952939, "mask_rcnn/false_positive": 0.1182800971562683, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0158186464104801, "total_loss": 0.739921166212298}
{"data_time": 0.01539596845395863, "eta_seconds": 133983.13706261571, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3056776556776557, "fast_rcnn/fg_cls_accuracy": 0.6681187344670632, "iteration": 135539, "loss_box_reg": 0.22228028997778893, "loss_cls": 0.17122514359652996, "loss_mask": 0.24429870769381523, "loss_rpn_cls": 0.038906918838620186, "loss_rpn_loc": 0.08574622916057706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951850411335354, "mask_rcnn/false_negative": 0.0919079531150179, "mask_rcnn/false_positive": 0.11396360016927226, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9573335291352123, "total_loss": 0.7966718168463558}
{"data_time": 0.01765034976415336, "eta_seconds": 134152.99633557908, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2919282704050916, "fast_rcnn/fg_cls_accuracy": 0.6679194569723474, "iteration": 135559, "loss_box_reg": 0.2106123799458146, "loss_cls": 0.16372219379991293, "loss_mask": 0.2338649369776249, "loss_rpn_cls": 0.03336315177148208, "loss_rpn_loc": 0.07503432617522776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971406774862916, "mask_rcnn/false_negative": 0.08204516998549563, "mask_rcnn/false_positive": 0.097630438870395, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0222667413763702, "total_loss": 0.7399504957720637}
{"data_time": 0.017016681376844645, "eta_seconds": 134103.368790932, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2806376968385623, "fast_rcnn/fg_cls_accuracy": 0.6930397399399861, "iteration": 135579, "loss_box_reg": 0.2162523716688156, "loss_cls": 0.1676063258200884, "loss_mask": 0.23669534735381603, "loss_rpn_cls": 0.03184810373932123, "loss_rpn_loc": 0.07388723356416449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986546133513647, "mask_rcnn/false_negative": 0.08964557546082236, "mask_rcnn/false_positive": 0.11704561985358714, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 0.9949690646026284, "total_loss": 0.7356088017113507}
{"data_time": 0.016571337124332786, "eta_seconds": 134113.08172792196, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2784571655208884, "fast_rcnn/fg_cls_accuracy": 0.6962479496992893, "iteration": 135599, "loss_box_reg": 0.2273463625460863, "loss_cls": 0.17884035408496857, "loss_mask": 0.23502691462635994, "loss_rpn_cls": 0.03772789868526161, "loss_rpn_loc": 0.07466368412133306, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010685936848845, "mask_rcnn/false_negative": 0.09421625539279549, "mask_rcnn/false_positive": 0.09469033871538729, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0101376625243574, "total_loss": 0.7729781630914658}
{"data_time": 0.013676322065293789, "eta_seconds": 134001.95079515688, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28800724251784005, "fast_rcnn/fg_cls_accuracy": 0.6576458836260718, "iteration": 135619, "loss_box_reg": 0.23511567153036594, "loss_cls": 0.18515529111027718, "loss_mask": 0.24189130403101444, "loss_rpn_cls": 0.034281225642189384, "loss_rpn_loc": 0.09717292268760502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983262870587587, "mask_rcnn/false_negative": 0.08529084476517981, "mask_rcnn/false_positive": 0.13092042702228385, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9819327562581748, "total_loss": 0.7839270487893373}
{"data_time": 0.015229101059958339, "eta_seconds": 133765.9822525829, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32160815102328866, "fast_rcnn/fg_cls_accuracy": 0.635964035964036, "iteration": 135639, "loss_box_reg": 0.199842544272542, "loss_cls": 0.1655017975717783, "loss_mask": 0.232815433293581, "loss_rpn_cls": 0.03034119983203709, "loss_rpn_loc": 0.07021707878448069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941997712944405, "mask_rcnn/false_negative": 0.10127794195020647, "mask_rcnn/false_positive": 0.10921101659541443, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9596402519382536, "total_loss": 0.6994629872497171}
{"data_time": 0.022329350700601935, "eta_seconds": 133757.09574031178, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2718807284310485, "fast_rcnn/fg_cls_accuracy": 0.6865525953146532, "iteration": 135659, "loss_box_reg": 0.22579451277852058, "loss_cls": 0.17290711216628551, "loss_mask": 0.2337802965193987, "loss_rpn_cls": 0.036524312919937074, "loss_rpn_loc": 0.07454452104866505, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998851260687761, "mask_rcnn/false_negative": 0.08823004380873625, "mask_rcnn/false_positive": 0.11634369921639956, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0001713826786727, "total_loss": 0.7635214549954981}
{"data_time": 0.02340678754262626, "eta_seconds": 133744.66847060248, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23379119471067605, "fast_rcnn/fg_cls_accuracy": 0.7209678253672667, "iteration": 135679, "loss_box_reg": 0.1994260335341096, "loss_cls": 0.16717772744596004, "loss_mask": 0.22503149881958961, "loss_rpn_cls": 0.033688967232592404, "loss_rpn_loc": 0.06509432673919946, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018230266244429, "mask_rcnn/false_negative": 0.0831071598583566, "mask_rcnn/false_positive": 0.10130165519362373, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 236.375, "rpn/num_pos_anchors": 19.625, "time": 1.011106782592833, "total_loss": 0.7220621092710644}
{"data_time": 0.021599563537165523, "eta_seconds": 133823.70450326707, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24938530937814607, "fast_rcnn/fg_cls_accuracy": 0.681961183977313, "iteration": 135699, "loss_box_reg": 0.2128622205927968, "loss_cls": 0.1790254060178995, "loss_mask": 0.24143419787287712, "loss_rpn_cls": 0.03406666172668338, "loss_rpn_loc": 0.07348197256214917, "lr": 0.0001, "mask_rcnn/accuracy": 0.899734582900886, "mask_rcnn/false_negative": 0.08659965653360038, "mask_rcnn/false_positive": 0.11343875317905655, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.987455086549744, "total_loss": 0.7488633234170265}
{"data_time": 0.02231471403501928, "eta_seconds": 133752.73617027327, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32608868246596007, "fast_rcnn/fg_cls_accuracy": 0.6579718240776065, "iteration": 135719, "loss_box_reg": 0.22205806337296963, "loss_cls": 0.1722587998956442, "loss_mask": 0.24333887360990047, "loss_rpn_cls": 0.033511624205857515, "loss_rpn_loc": 0.06769476435147226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992973985426946, "mask_rcnn/false_negative": 0.08944507501809174, "mask_rcnn/false_positive": 0.11334994988537306, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0050007570534945, "total_loss": 0.7396652169991285}
{"data_time": 0.017513969913125038, "eta_seconds": 133623.97984167095, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3155420353982301, "fast_rcnn/fg_cls_accuracy": 0.6353012624682542, "iteration": 135739, "loss_box_reg": 0.21607503481209278, "loss_cls": 0.17288766987621784, "loss_mask": 0.24853486567735672, "loss_rpn_cls": 0.03517481219023466, "loss_rpn_loc": 0.07138287252746522, "lr": 0.0001, "mask_rcnn/accuracy": 0.8805868664680212, "mask_rcnn/false_negative": 0.09298437039074986, "mask_rcnn/false_positive": 0.1393878581144639, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9693092056550086, "total_loss": 0.7532473449828103}
{"data_time": 0.016412732657045126, "eta_seconds": 133534.84616290778, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.26131083837177027, "fast_rcnn/fg_cls_accuracy": 0.702406178981635, "iteration": 135759, "loss_box_reg": 0.21680005080997944, "loss_cls": 0.16632944159209728, "loss_mask": 0.24670351669192314, "loss_rpn_cls": 0.036947570159099996, "loss_rpn_loc": 0.07207588979508728, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083219124035451, "mask_rcnn/false_negative": 0.09382835203098039, "mask_rcnn/false_positive": 0.0917780543928704, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9759857985191047, "total_loss": 0.7224541294854134}
{"data_time": 0.023508738493546844, "eta_seconds": 133530.97427406348, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.27839439994954907, "fast_rcnn/fg_cls_accuracy": 0.672679833428369, "iteration": 135779, "loss_box_reg": 0.21618898678570986, "loss_cls": 0.17029755003750324, "loss_mask": 0.2423859927803278, "loss_rpn_cls": 0.03147906786762178, "loss_rpn_loc": 0.0789159385021776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983109760758236, "mask_rcnn/false_negative": 0.0865102233533749, "mask_rcnn/false_positive": 0.11940332513140564, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0224739161785692, "total_loss": 0.7546784634469077}
{"data_time": 0.020663837669417262, "eta_seconds": 133691.8715619482, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.3053977272727273, "fast_rcnn/fg_cls_accuracy": 0.690137987012987, "iteration": 135799, "loss_box_reg": 0.20825400203466415, "loss_cls": 0.16605413146317005, "loss_mask": 0.22191732935607433, "loss_rpn_cls": 0.030593992327339947, "loss_rpn_loc": 0.06329972017556429, "lr": 0.0001, "mask_rcnn/accuracy": 0.910025478734726, "mask_rcnn/false_negative": 0.08393921367297562, "mask_rcnn/false_positive": 0.09799418281779249, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0085029907058924, "total_loss": 0.6972308360273018}
{"data_time": 0.01269299304112792, "eta_seconds": 133597.78998388443, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2932279039012563, "fast_rcnn/fg_cls_accuracy": 0.6822564841070713, "iteration": 135819, "loss_box_reg": 0.19154092110693455, "loss_cls": 0.17005203571170568, "loss_mask": 0.23486557230353355, "loss_rpn_cls": 0.03203456033952534, "loss_rpn_loc": 0.07005363458301872, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054820543308059, "mask_rcnn/false_negative": 0.08468750066070231, "mask_rcnn/false_positive": 0.08918073089787308, "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": 0.9554831553250551, "total_loss": 0.7280090324347839}
{"data_time": 0.023929137736558914, "eta_seconds": 133471.2822873518, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.25357385976855, "fast_rcnn/fg_cls_accuracy": 0.7004320271922997, "iteration": 135839, "loss_box_reg": 0.22000348567962646, "loss_cls": 0.18345352541655302, "loss_mask": 0.23785111866891384, "loss_rpn_cls": 0.031049790675751865, "loss_rpn_loc": 0.06748074846109375, "lr": 0.0001, "mask_rcnn/accuracy": 0.894640632415757, "mask_rcnn/false_negative": 0.09983886210481202, "mask_rcnn/false_positive": 0.12210516111954223, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9808676412794739, "total_loss": 0.7558392936189193}
{"data_time": 0.021619722014293075, "eta_seconds": 133362.1126876492, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.36803919962315934, "fast_rcnn/fg_cls_accuracy": 0.6278971061093248, "iteration": 135859, "loss_box_reg": 0.22255815751850605, "loss_cls": 0.1812241803854704, "loss_mask": 0.23834802769124508, "loss_rpn_cls": 0.04368304868694395, "loss_rpn_loc": 0.08011024165898561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914421085517901, "mask_rcnn/false_negative": 0.09104598161184901, "mask_rcnn/false_positive": 0.11838738886494507, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9655627605970949, "total_loss": 0.7829633593792096}
{"data_time": 0.022493595955893397, "eta_seconds": 133472.39244880155, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3021587653034644, "fast_rcnn/fg_cls_accuracy": 0.6552395323476452, "iteration": 135879, "loss_box_reg": 0.2107716267928481, "loss_cls": 0.17697333870455623, "loss_mask": 0.23672250472009182, "loss_rpn_cls": 0.034031098475679755, "loss_rpn_loc": 0.07666257454548031, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992205631518608, "mask_rcnn/false_negative": 0.09383292989999703, "mask_rcnn/false_positive": 0.1173326241320656, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9984483204316348, "total_loss": 0.7403924177633598}
{"data_time": 0.014854655833914876, "eta_seconds": 133547.5009517977, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29483164983164983, "fast_rcnn/fg_cls_accuracy": 0.6730357575949301, "iteration": 135899, "loss_box_reg": 0.20453938096761703, "loss_cls": 0.1618915405124426, "loss_mask": 0.25169297866523266, "loss_rpn_cls": 0.032221858855336905, "loss_rpn_loc": 0.061970151495188475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891855573530225, "mask_rcnn/false_negative": 0.09465486614272628, "mask_rcnn/false_positive": 0.1252970822100457, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0026746669318527, "total_loss": 0.6971337371505797}
{"data_time": 0.015845286892727017, "eta_seconds": 133487.66535691917, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2515306122448979, "fast_rcnn/fg_cls_accuracy": 0.7138297872340426, "iteration": 135919, "loss_box_reg": 0.20310248620808125, "loss_cls": 0.1632512602955103, "loss_mask": 0.23852606862783432, "loss_rpn_cls": 0.03015459858579561, "loss_rpn_loc": 0.06074635614641011, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060456519486209, "mask_rcnn/false_negative": 0.07780999877331507, "mask_rcnn/false_positive": 0.10671990985644977, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9937215032987297, "total_loss": 0.7051693699322641}
{"data_time": 0.017061943421140313, "eta_seconds": 133533.60002224334, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3066818642350557, "fast_rcnn/fg_cls_accuracy": 0.6538488725524847, "iteration": 135939, "loss_box_reg": 0.2043528500944376, "loss_cls": 0.17095611803233624, "loss_mask": 0.2348243873566389, "loss_rpn_cls": 0.036195909371599555, "loss_rpn_loc": 0.07389245741069317, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981994717333613, "mask_rcnn/false_negative": 0.08747777187614375, "mask_rcnn/false_positive": 0.1360646378115228, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0124745685607195, "total_loss": 0.7263091967906803}
{"data_time": 0.015025198459625244, "eta_seconds": 133613.18083967082, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2804905239687848, "fast_rcnn/fg_cls_accuracy": 0.6931260876443601, "iteration": 135959, "loss_box_reg": 0.21680123545229435, "loss_cls": 0.172460513189435, "loss_mask": 0.24229571968317032, "loss_rpn_cls": 0.03415066353045404, "loss_rpn_loc": 0.07692791521549225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945535133006288, "mask_rcnn/false_negative": 0.09456871395315654, "mask_rcnn/false_positive": 0.12143070953957077, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.995863443473354, "total_loss": 0.7666707648895681}
{"data_time": 0.017133351881057024, "eta_seconds": 133467.83055600245, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27533824233716475, "fast_rcnn/fg_cls_accuracy": 0.7021983225108226, "iteration": 135979, "loss_box_reg": 0.22351560276001692, "loss_cls": 0.1821489129215479, "loss_mask": 0.23465505614876747, "loss_rpn_cls": 0.024487951770424843, "loss_rpn_loc": 0.05534727615304291, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037714410046551, "mask_rcnn/false_negative": 0.07839938002991811, "mask_rcnn/false_positive": 0.09763159108963118, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9999956686515361, "total_loss": 0.7465144266025163}
{"data_time": 0.014215545263141394, "eta_seconds": 133492.6288323477, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3467633442804574, "fast_rcnn/fg_cls_accuracy": 0.6364879955332217, "iteration": 135999, "loss_box_reg": 0.21692519634962082, "loss_cls": 0.17188163474202156, "loss_mask": 0.24044528044760227, "loss_rpn_cls": 0.03259114967659116, "loss_rpn_loc": 0.06878878641873598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973103846467831, "mask_rcnn/false_negative": 0.08628124912712068, "mask_rcnn/false_positive": 0.13127637557197128, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.987764865392819, "total_loss": 0.7529397226171568}
{"data_time": 0.014831839362159371, "eta_seconds": 133524.04505690094, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.330752688172043, "fast_rcnn/fg_cls_accuracy": 0.6391486924985684, "iteration": 136019, "loss_box_reg": 0.2377918940037489, "loss_cls": 0.18406411726027727, "loss_mask": 0.2522617746144533, "loss_rpn_cls": 0.030942419631173834, "loss_rpn_loc": 0.07708606054075062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8796184473789516, "mask_rcnn/false_negative": 0.11494153968142398, "mask_rcnn/false_positive": 0.12613397536107707, "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": 1.0309473511297256, "total_loss": 0.7928117862902582}
{"data_time": 0.01581109408289194, "eta_seconds": 133557.5250161998, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3358590918198211, "fast_rcnn/fg_cls_accuracy": 0.6489281901849341, "iteration": 136039, "loss_box_reg": 0.2257035430520773, "loss_cls": 0.19296010490506887, "loss_mask": 0.2500649020075798, "loss_rpn_cls": 0.0344862180063501, "loss_rpn_loc": 0.08104052138514817, "lr": 0.0001, "mask_rcnn/accuracy": 0.890282497547231, "mask_rcnn/false_negative": 0.10935602658119406, "mask_rcnn/false_positive": 0.11019935765874006, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0416937968693674, "total_loss": 0.7861054486129433}
{"data_time": 0.015524138463661075, "eta_seconds": 133537.58510502987, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27279234478601566, "fast_rcnn/fg_cls_accuracy": 0.706530637949493, "iteration": 136059, "loss_box_reg": 0.23306501284241676, "loss_cls": 0.18520858976989985, "loss_mask": 0.23212174512445927, "loss_rpn_cls": 0.03887590626254678, "loss_rpn_loc": 0.09106775862164795, "lr": 0.0001, "mask_rcnn/accuracy": 0.903131224966395, "mask_rcnn/false_negative": 0.09077723715151412, "mask_rcnn/false_positive": 0.11063985014352379, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0014687741640955, "total_loss": 0.7829185662558302}
{"data_time": 0.016316421562805772, "eta_seconds": 133494.37265161425, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29559610445205475, "fast_rcnn/fg_cls_accuracy": 0.6614034262048193, "iteration": 136079, "loss_box_reg": 0.21638031862676144, "loss_cls": 0.17185695003718138, "loss_mask": 0.23657135292887688, "loss_rpn_cls": 0.02682964107953012, "loss_rpn_loc": 0.06931560533121228, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010789960515456, "mask_rcnn/false_negative": 0.08991659748657264, "mask_rcnn/false_positive": 0.10206482685860771, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9874827428720891, "total_loss": 0.7465712826233357}
{"data_time": 0.014810022665187716, "eta_seconds": 133393.00746754743, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2863747954173486, "fast_rcnn/fg_cls_accuracy": 0.6975177304964539, "iteration": 136099, "loss_box_reg": 0.1983427396044135, "loss_cls": 0.16376481764018536, "loss_mask": 0.2412986345589161, "loss_rpn_cls": 0.037932927371002734, "loss_rpn_loc": 0.054136175429448485, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112513777287918, "mask_rcnn/false_negative": 0.0897851692338482, "mask_rcnn/false_positive": 0.08891899472852771, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9601331404410303, "total_loss": 0.6746994799468666}
{"data_time": 0.01578380912542343, "eta_seconds": 133230.5873445794, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2524890889252591, "fast_rcnn/fg_cls_accuracy": 0.7084139264990329, "iteration": 136119, "loss_box_reg": 0.2075865250080824, "loss_cls": 0.16960783768445253, "loss_mask": 0.23764441348612309, "loss_rpn_cls": 0.028715118649415672, "loss_rpn_loc": 0.06924638617783785, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010277987148292, "mask_rcnn/false_negative": 0.08251955165092636, "mask_rcnn/false_positive": 0.11475734817113233, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9995600685942918, "total_loss": 0.7298887153156102}
{"data_time": 0.024676805129274726, "eta_seconds": 133156.84227776248, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.27835973428717425, "fast_rcnn/fg_cls_accuracy": 0.6837980531265468, "iteration": 136139, "loss_box_reg": 0.20615676883608103, "loss_cls": 0.16210079472512007, "loss_mask": 0.23655993677675724, "loss_rpn_cls": 0.028135465690866113, "loss_rpn_loc": 0.07298712222836912, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049590959801642, "mask_rcnn/false_negative": 0.09459954203093407, "mask_rcnn/false_positive": 0.09697992061633626, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0039105047471821, "total_loss": 0.7185726342722774}
{"data_time": 0.013756796950474381, "eta_seconds": 133097.94347701594, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2914238363351004, "fast_rcnn/fg_cls_accuracy": 0.6600100977891157, "iteration": 136159, "loss_box_reg": 0.22438246849924326, "loss_cls": 0.18668365012854338, "loss_mask": 0.2455154024064541, "loss_rpn_cls": 0.03788004885427654, "loss_rpn_loc": 0.07110639463644475, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008126515424939, "mask_rcnn/false_negative": 0.09898109106281112, "mask_rcnn/false_positive": 0.08980656127869459, "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": 0.9819192155264318, "total_loss": 0.7501856411981862}
{"data_time": 0.014310082886368036, "eta_seconds": 133093.0526313465, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.26548789850833576, "fast_rcnn/fg_cls_accuracy": 0.7131383604429481, "iteration": 136179, "loss_box_reg": 0.21138265635818243, "loss_cls": 0.16735084168612957, "loss_mask": 0.2320631593465805, "loss_rpn_cls": 0.030612812493927777, "loss_rpn_loc": 0.06691740825772285, "lr": 0.0001, "mask_rcnn/accuracy": 0.9132596257126333, "mask_rcnn/false_negative": 0.07548393331416316, "mask_rcnn/false_positive": 0.11092927944533706, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9841847424395382, "total_loss": 0.7014824958750978}
{"data_time": 0.01473063905723393, "eta_seconds": 133058.16525123082, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3264742935988961, "fast_rcnn/fg_cls_accuracy": 0.6377635721782273, "iteration": 136199, "loss_box_reg": 0.21186721324920654, "loss_cls": 0.1846976289525628, "loss_mask": 0.2301669456064701, "loss_rpn_cls": 0.03786065359599888, "loss_rpn_loc": 0.07439457345753908, "lr": 0.0001, "mask_rcnn/accuracy": 0.900848555841665, "mask_rcnn/false_negative": 0.08491713806593754, "mask_rcnn/false_positive": 0.11812677700292627, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9722533377353102, "total_loss": 0.7489348948001862}
{"data_time": 0.01775547699071467, "eta_seconds": 133085.1032637898, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3257411339152316, "fast_rcnn/fg_cls_accuracy": 0.642102023822454, "iteration": 136219, "loss_box_reg": 0.21424721274524927, "loss_cls": 0.18007696699351072, "loss_mask": 0.23067506216466427, "loss_rpn_cls": 0.03620417253114283, "loss_rpn_loc": 0.07141199777834117, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890432912325266, "mask_rcnn/false_negative": 0.08832248879074388, "mask_rcnn/false_positive": 0.1206685536634168, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0275023439899087, "total_loss": 0.7522854787530378}
{"data_time": 0.022239372599869967, "eta_seconds": 133305.57305335999, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.276836744100295, "fast_rcnn/fg_cls_accuracy": 0.7071466291145925, "iteration": 136239, "loss_box_reg": 0.21156019531190395, "loss_cls": 0.18522555846720934, "loss_mask": 0.22635851800441742, "loss_rpn_cls": 0.03351498628035188, "loss_rpn_loc": 0.06872670189477503, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033816831420068, "mask_rcnn/false_negative": 0.09912106852285835, "mask_rcnn/false_positive": 0.10179602261083362, "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": 1.0236423162277788, "total_loss": 0.7332848684163764}
{"data_time": 0.012809956911951303, "eta_seconds": 133149.16739882436, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31124951594165484, "fast_rcnn/fg_cls_accuracy": 0.6470712421311224, "iteration": 136259, "loss_box_reg": 0.23284043557941914, "loss_cls": 0.1906685484573245, "loss_mask": 0.2379891462624073, "loss_rpn_cls": 0.03354769427096471, "loss_rpn_loc": 0.07557981938589364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880665523196856, "mask_rcnn/false_negative": 0.08982519515478861, "mask_rcnn/false_positive": 0.12308870291824277, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9756343457847834, "total_loss": 0.7799833404133096}
{"data_time": 0.01582166994921863, "eta_seconds": 133078.9175277017, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.32036815682524505, "fast_rcnn/fg_cls_accuracy": 0.643373003763605, "iteration": 136279, "loss_box_reg": 0.1975817922502756, "loss_cls": 0.16510943416506052, "loss_mask": 0.22368359193205833, "loss_rpn_cls": 0.02975925151258707, "loss_rpn_loc": 0.058056962210685015, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056561656316713, "mask_rcnn/false_negative": 0.08152461962884303, "mask_rcnn/false_positive": 0.10227532031975901, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9799014155287296, "total_loss": 0.668756975850556}
{"data_time": 0.017523904563859105, "eta_seconds": 133149.14897282142, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3023622339242008, "fast_rcnn/fg_cls_accuracy": 0.6575844172907633, "iteration": 136299, "loss_box_reg": 0.2270919643342495, "loss_cls": 0.1796693578362465, "loss_mask": 0.23809459246695042, "loss_rpn_cls": 0.03750277671497315, "loss_rpn_loc": 0.07489054056350142, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052111434780281, "mask_rcnn/false_negative": 0.08361287761774547, "mask_rcnn/false_positive": 0.10117150506720202, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.005684630246833, "total_loss": 0.7666737134568393}
{"data_time": 0.017375157913193107, "eta_seconds": 133278.36625982076, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32020060396893874, "fast_rcnn/fg_cls_accuracy": 0.6411591317995635, "iteration": 136319, "loss_box_reg": 0.21562962792813778, "loss_cls": 0.16887065395712852, "loss_mask": 0.2396449837833643, "loss_rpn_cls": 0.033693083641992416, "loss_rpn_loc": 0.08189776469953358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930596912194296, "mask_rcnn/false_negative": 0.0978272099309468, "mask_rcnn/false_positive": 0.12987754827565748, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0162005480378866, "total_loss": 0.7331580661702901}
{"data_time": 0.013705680845305324, "eta_seconds": 133150.75046427548, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3217588289962825, "fast_rcnn/fg_cls_accuracy": 0.6616611230678928, "iteration": 136339, "loss_box_reg": 0.20110402069985867, "loss_cls": 0.1671739425510168, "loss_mask": 0.22951405681669712, "loss_rpn_cls": 0.03393324906937778, "loss_rpn_loc": 0.07204454368911684, "lr": 0.0001, "mask_rcnn/accuracy": 0.904942173311486, "mask_rcnn/false_negative": 0.0806486956769586, "mask_rcnn/false_positive": 0.11525264602584644, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9853767608292401, "total_loss": 0.701494746375829}
{"data_time": 0.017453204840421677, "eta_seconds": 133215.26255347766, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.26014664353464106, "fast_rcnn/fg_cls_accuracy": 0.7208404309193868, "iteration": 136359, "loss_box_reg": 0.22291826456785202, "loss_cls": 0.17479662038385868, "loss_mask": 0.2374357245862484, "loss_rpn_cls": 0.03837434796150774, "loss_rpn_loc": 0.0866258324822411, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062500055429974, "mask_rcnn/false_negative": 0.0874457091401584, "mask_rcnn/false_positive": 0.10745605754773431, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9920369945466518, "total_loss": 0.7657727599143982}
{"data_time": 0.013272309675812721, "eta_seconds": 133078.94986496307, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31262985237834884, "fast_rcnn/fg_cls_accuracy": 0.6444004762571789, "iteration": 136379, "loss_box_reg": 0.21222361363470554, "loss_cls": 0.16285536997020245, "loss_mask": 0.2362735103815794, "loss_rpn_cls": 0.03096588095650077, "loss_rpn_loc": 0.05850077234208584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969765545514393, "mask_rcnn/false_negative": 0.088983768066004, "mask_rcnn/false_positive": 0.10438456766031634, "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": 0.9961889265105128, "total_loss": 0.7173926616087556}
{"data_time": 0.015551208984106779, "eta_seconds": 133059.030848369, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28277027027027024, "fast_rcnn/fg_cls_accuracy": 0.6878900052882073, "iteration": 136399, "loss_box_reg": 0.2278317930176854, "loss_cls": 0.17576140724122524, "loss_mask": 0.24644769541919231, "loss_rpn_cls": 0.0401663186494261, "loss_rpn_loc": 0.08596514142118394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965689020486556, "mask_rcnn/false_negative": 0.09853028395044229, "mask_rcnn/false_positive": 0.11733610905769533, "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": 0.9941886779852211, "total_loss": 0.7847008572425693}
{"data_time": 0.014326272998005152, "eta_seconds": 132968.6925536627, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2860215053763441, "fast_rcnn/fg_cls_accuracy": 0.6897012854587701, "iteration": 136419, "loss_box_reg": 0.22831432987004519, "loss_cls": 0.19881102070212364, "loss_mask": 0.23768196068704128, "loss_rpn_cls": 0.03607403230853379, "loss_rpn_loc": 0.08146203798241913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964156709692424, "mask_rcnn/false_negative": 0.0947177340735256, "mask_rcnn/false_positive": 0.11869591193959794, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9814168976154178, "total_loss": 0.7704733699792996}
{"data_time": 0.026287803892046213, "eta_seconds": 132915.59508509003, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27768115942028987, "fast_rcnn/fg_cls_accuracy": 0.7068679662379421, "iteration": 136439, "loss_box_reg": 0.23104696348309517, "loss_cls": 0.17736159078776836, "loss_mask": 0.23314988426864147, "loss_rpn_cls": 0.03736673016101122, "loss_rpn_loc": 0.08133358182385564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944476171150278, "mask_rcnn/false_negative": 0.09499498790748502, "mask_rcnn/false_positive": 0.10479890555492738, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9824770507402718, "total_loss": 0.7830436546282726}
{"data_time": 0.015833968063816428, "eta_seconds": 132822.40035412367, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3027353100762823, "fast_rcnn/fg_cls_accuracy": 0.669153553988063, "iteration": 136459, "loss_box_reg": 0.20455217733979225, "loss_cls": 0.1749094408005476, "loss_mask": 0.23599621281027794, "loss_rpn_cls": 0.03310132474871352, "loss_rpn_loc": 0.06995721673592925, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066074274537401, "mask_rcnn/false_negative": 0.09048377103145519, "mask_rcnn/false_positive": 0.0988698524428774, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9721866203472018, "total_loss": 0.7344647612189874}
{"data_time": 0.01675402489490807, "eta_seconds": 132802.50782748684, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29991798797156916, "fast_rcnn/fg_cls_accuracy": 0.6597099621689786, "iteration": 136479, "loss_box_reg": 0.21223788429051638, "loss_cls": 0.17802762985229492, "loss_mask": 0.22323376033455133, "loss_rpn_cls": 0.03013701445888728, "loss_rpn_loc": 0.06470970588270575, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792389185975817, "mask_rcnn/false_negative": 0.1053602169368111, "mask_rcnn/false_positive": 0.12726112852780436, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.003284633392468, "total_loss": 0.7183417421765625}
{"data_time": 0.015334654366597533, "eta_seconds": 132749.769046437, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.28701689810941944, "fast_rcnn/fg_cls_accuracy": 0.7038704905908455, "iteration": 136499, "loss_box_reg": 0.21704261470586061, "loss_cls": 0.17488918267190456, "loss_mask": 0.22643451020121574, "loss_rpn_cls": 0.027713193790987134, "loss_rpn_loc": 0.05610673292540014, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022877490350396, "mask_rcnn/false_negative": 0.08245242269569517, "mask_rcnn/false_positive": 0.10454836851719292, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9737246234435588, "total_loss": 0.7198235631221905}
{"data_time": 0.02207144512794912, "eta_seconds": 132739.93944494985, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3472143101287456, "fast_rcnn/fg_cls_accuracy": 0.6364104323953328, "iteration": 136519, "loss_box_reg": 0.21197062637656927, "loss_cls": 0.17961338348686695, "loss_mask": 0.23781370371580124, "loss_rpn_cls": 0.03566534537822008, "loss_rpn_loc": 0.06037495273631066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806921675337303, "mask_rcnn/false_negative": 0.09670709005490627, "mask_rcnn/false_positive": 0.13739808831122913, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0074105199892074, "total_loss": 0.7277004605857655}
{"data_time": 0.015928458655253053, "eta_seconds": 132879.86432128586, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2862415502478594, "fast_rcnn/fg_cls_accuracy": 0.7034351529619669, "iteration": 136539, "loss_box_reg": 0.2132939686998725, "loss_cls": 0.18173526600003242, "loss_mask": 0.23801551572978497, "loss_rpn_cls": 0.03631700179539621, "loss_rpn_loc": 0.06684926652815193, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971508183038875, "mask_rcnn/false_negative": 0.08434084047737266, "mask_rcnn/false_positive": 0.11875059400210074, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.002628504531458, "total_loss": 0.7386525909532793}
{"data_time": 0.015121634816750884, "eta_seconds": 132722.93772093952, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31585365853658537, "fast_rcnn/fg_cls_accuracy": 0.639685908319185, "iteration": 136559, "loss_box_reg": 0.22544223442673683, "loss_cls": 0.16978919971734285, "loss_mask": 0.244624899700284, "loss_rpn_cls": 0.037519222940318286, "loss_rpn_loc": 0.06964743998833, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964593265979486, "mask_rcnn/false_negative": 0.09778347865105036, "mask_rcnn/false_positive": 0.11317878708934449, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 0.9745120811276138, "total_loss": 0.7354547703871503}
{"data_time": 0.017702208133414388, "eta_seconds": 132734.51034311205, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3062382785509822, "fast_rcnn/fg_cls_accuracy": 0.6689378318341651, "iteration": 136579, "loss_box_reg": 0.22176698967814445, "loss_cls": 0.16592783015221357, "loss_mask": 0.25018392875790596, "loss_rpn_cls": 0.032119154813699424, "loss_rpn_loc": 0.07578768860548735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904486346260461, "mask_rcnn/false_negative": 0.10186084308685908, "mask_rcnn/false_positive": 0.11389859737182423, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0026183447334915, "total_loss": 0.7273579947650433}
{"data_time": 0.015468718949705362, "eta_seconds": 132660.3829933796, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.3288297888535371, "fast_rcnn/fg_cls_accuracy": 0.6380561164102208, "iteration": 136599, "loss_box_reg": 0.2230370119214058, "loss_cls": 0.17448542267084122, "loss_mask": 0.24060792103409767, "loss_rpn_cls": 0.03675450023729354, "loss_rpn_loc": 0.08000422129407525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825195286265011, "mask_rcnn/false_negative": 0.0956328803790526, "mask_rcnn/false_positive": 0.12447878044302005, "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": 1.0284721869975328, "total_loss": 0.7562998980283737}
{"data_time": 0.019697329495102167, "eta_seconds": 132679.63280820753, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28686681183736124, "fast_rcnn/fg_cls_accuracy": 0.6129117160475259, "iteration": 136619, "loss_box_reg": 0.20192813966423273, "loss_cls": 0.1688011772930622, "loss_mask": 0.2394923735409975, "loss_rpn_cls": 0.03131690400186926, "loss_rpn_loc": 0.060233871918171644, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985958211755993, "mask_rcnn/false_negative": 0.08361227286142284, "mask_rcnn/false_positive": 0.11719676833693665, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9849669749382883, "total_loss": 0.7226956952363253}
{"data_time": 0.01861705887131393, "eta_seconds": 132936.15245534107, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.27522182899933323, "fast_rcnn/fg_cls_accuracy": 0.6950785298888318, "iteration": 136639, "loss_box_reg": 0.20348056219518185, "loss_cls": 0.16609108820557594, "loss_mask": 0.23025092110037804, "loss_rpn_cls": 0.029229077859781682, "loss_rpn_loc": 0.06723891920410097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935606316087202, "mask_rcnn/false_negative": 0.08994084595553194, "mask_rcnn/false_positive": 0.09070034957729216, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0178846190683544, "total_loss": 0.7027721772901714}
{"data_time": 0.019022365799173713, "eta_seconds": 132917.14987255167, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.32264646690518783, "fast_rcnn/fg_cls_accuracy": 0.6649905719673161, "iteration": 136659, "loss_box_reg": 0.20862986892461777, "loss_cls": 0.17108236253261566, "loss_mask": 0.22109256125986576, "loss_rpn_cls": 0.03352121147327125, "loss_rpn_loc": 0.08912308560684323, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097556873348123, "mask_rcnn/false_negative": 0.0843784110710127, "mask_rcnn/false_positive": 0.10948613984769104, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0064420846756548, "total_loss": 0.753036520909518}
{"data_time": 0.019020026084035635, "eta_seconds": 132751.90369597636, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.294296788482835, "fast_rcnn/fg_cls_accuracy": 0.6746498599439776, "iteration": 136679, "loss_box_reg": 0.19647662620991468, "loss_cls": 0.16554391290992498, "loss_mask": 0.23264755494892597, "loss_rpn_cls": 0.027943292283453047, "loss_rpn_loc": 0.07041581906378269, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985948167145646, "mask_rcnn/false_negative": 0.09398674258270837, "mask_rcnn/false_positive": 0.11284183933483363, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9526533461175859, "total_loss": 0.6861341033945791}
{"data_time": 0.01631225598976016, "eta_seconds": 132731.98891894426, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.30085790315734484, "fast_rcnn/fg_cls_accuracy": 0.6544994420532441, "iteration": 136699, "loss_box_reg": 0.20382928289473057, "loss_cls": 0.17837291676551104, "loss_mask": 0.24261309020221233, "loss_rpn_cls": 0.031276079127565026, "loss_rpn_loc": 0.06717991107143462, "lr": 0.0001, "mask_rcnn/accuracy": 0.900612604287977, "mask_rcnn/false_negative": 0.0803740270030067, "mask_rcnn/false_positive": 0.11578752241941917, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.98282206710428, "total_loss": 0.7078362812753767}
{"data_time": 0.021670117508620024, "eta_seconds": 132685.57377997786, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.29974616247780284, "fast_rcnn/fg_cls_accuracy": 0.66821061047814, "iteration": 136719, "loss_box_reg": 0.2254483699798584, "loss_cls": 0.17757081147283316, "loss_mask": 0.23560299538075924, "loss_rpn_cls": 0.033570600440725684, "loss_rpn_loc": 0.08732075011357665, "lr": 0.0001, "mask_rcnn/accuracy": 0.898105091205604, "mask_rcnn/false_negative": 0.09731627012178423, "mask_rcnn/false_positive": 0.11118279458355701, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.008404751541093, "total_loss": 0.7419463018886745}
{"data_time": 0.01709305145777762, "eta_seconds": 132774.53319509514, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24158249158249157, "fast_rcnn/fg_cls_accuracy": 0.7176425269645609, "iteration": 136739, "loss_box_reg": 0.2285627443343401, "loss_cls": 0.18080080021172762, "loss_mask": 0.2294936291873455, "loss_rpn_cls": 0.033282169431913644, "loss_rpn_loc": 0.07091831881552935, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072029526295751, "mask_rcnn/false_negative": 0.08371471830715613, "mask_rcnn/false_positive": 0.10505375599120359, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 1.0133412384893745, "total_loss": 0.7395087544573471}
{"data_time": 0.01705438271164894, "eta_seconds": 132842.97317124903, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.29525440313111545, "fast_rcnn/fg_cls_accuracy": 0.6891965323762826, "iteration": 136759, "loss_box_reg": 0.19245699979364872, "loss_cls": 0.16578781977295876, "loss_mask": 0.23506924137473106, "loss_rpn_cls": 0.03624703423702158, "loss_rpn_loc": 0.07427324447780848, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976848697553556, "mask_rcnn/false_negative": 0.09018205173429211, "mask_rcnn/false_positive": 0.1254763708668678, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9876255996059626, "total_loss": 0.7109442898072302}
{"data_time": 0.013549446128308773, "eta_seconds": 132800.52099002525, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30096138178262993, "fast_rcnn/fg_cls_accuracy": 0.685880723480528, "iteration": 136779, "loss_box_reg": 0.22869936749339104, "loss_cls": 0.18268065620213747, "loss_mask": 0.23731256648898125, "loss_rpn_cls": 0.03183090896345675, "loss_rpn_loc": 0.08127657603472471, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035969099364551, "mask_rcnn/false_negative": 0.09029474165707649, "mask_rcnn/false_positive": 0.10029200956853657, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0244645313359797, "total_loss": 0.7642159165116027}
{"data_time": 0.014355812221765518, "eta_seconds": 132632.41503378376, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25487066723412305, "fast_rcnn/fg_cls_accuracy": 0.6979652923778641, "iteration": 136799, "loss_box_reg": 0.19916503503918648, "loss_cls": 0.16077292244881392, "loss_mask": 0.23377365432679653, "loss_rpn_cls": 0.025491371692623943, "loss_rpn_loc": 0.06843853811733425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930910446534035, "mask_rcnn/false_negative": 0.10452259976416928, "mask_rcnn/false_positive": 0.11495428066220023, "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": 0.9814943715464324, "total_loss": 0.684451297565829}
{"data_time": 0.0158390651922673, "eta_seconds": 132647.31395988725, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2919681778552746, "fast_rcnn/fg_cls_accuracy": 0.696207497820401, "iteration": 136819, "loss_box_reg": 0.22388689126819372, "loss_cls": 0.1747780665755272, "loss_mask": 0.25173208117485046, "loss_rpn_cls": 0.030494816252030432, "loss_rpn_loc": 0.07610709127038717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930018577642573, "mask_rcnn/false_negative": 0.08963114214923759, "mask_rcnn/false_positive": 0.1128817311461668, "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": 0.9662787884008139, "total_loss": 0.7966644674306735}
{"data_time": 0.020690674195066094, "eta_seconds": 132792.43411852047, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.323713291455227, "fast_rcnn/fg_cls_accuracy": 0.6551754696915988, "iteration": 136839, "loss_box_reg": 0.241349458694458, "loss_cls": 0.19990527164191008, "loss_mask": 0.2459610067307949, "loss_rpn_cls": 0.036585480673238635, "loss_rpn_loc": 0.0902811277192086, "lr": 0.0001, "mask_rcnn/accuracy": 0.895397438147775, "mask_rcnn/false_negative": 0.0757373947815684, "mask_rcnn/false_positive": 0.1302318015131806, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0073026155587286, "total_loss": 0.8242323215818033}
{"data_time": 0.014585495227947831, "eta_seconds": 132808.7041459093, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.39990244582259077, "fast_rcnn/fg_cls_accuracy": 0.598785218219404, "iteration": 136859, "loss_box_reg": 0.2190479019191116, "loss_cls": 0.17990848701447248, "loss_mask": 0.2291499227285385, "loss_rpn_cls": 0.0331575843738392, "loss_rpn_loc": 0.06977198272943497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904888280742731, "mask_rcnn/false_negative": 0.09697608838764726, "mask_rcnn/false_positive": 0.10736615855596579, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0156190290581435, "total_loss": 0.7464979020878673}
{"data_time": 0.01589170563966036, "eta_seconds": 132788.75391244888, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3384546425574121, "fast_rcnn/fg_cls_accuracy": 0.6354244229337305, "iteration": 136879, "loss_box_reg": 0.2298354171216488, "loss_cls": 0.1819392992183566, "loss_mask": 0.24102990701794624, "loss_rpn_cls": 0.0423545865342021, "loss_rpn_loc": 0.07626839354634285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928749763741567, "mask_rcnn/false_negative": 0.09923156978034042, "mask_rcnn/false_positive": 0.12039514960865194, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.019565463066101, "total_loss": 0.792103955289349}
{"data_time": 0.015586820663884282, "eta_seconds": 132813.67164326366, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2713071348940914, "fast_rcnn/fg_cls_accuracy": 0.6939799331103679, "iteration": 136899, "loss_box_reg": 0.214395341463387, "loss_cls": 0.17362592089921236, "loss_mask": 0.24711916409432888, "loss_rpn_cls": 0.033918572356924415, "loss_rpn_loc": 0.06925609894096851, "lr": 0.0001, "mask_rcnn/accuracy": 0.884389247908411, "mask_rcnn/false_negative": 0.09299915537822462, "mask_rcnn/false_positive": 0.13202753942101259, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.018444127868861, "total_loss": 0.7265846247319132}
{"data_time": 0.020796991419047117, "eta_seconds": 132900.9650747571, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3257952660937736, "fast_rcnn/fg_cls_accuracy": 0.635386119257087, "iteration": 136919, "loss_box_reg": 0.21503634378314018, "loss_cls": 0.1733567202463746, "loss_mask": 0.24336483143270016, "loss_rpn_cls": 0.034596163081005216, "loss_rpn_loc": 0.0663395447190851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921024820127608, "mask_rcnn/false_negative": 0.09229115446050895, "mask_rcnn/false_positive": 0.11696229258546216, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.005310111446306, "total_loss": 0.7383342906832695}
{"data_time": 0.016189387999475002, "eta_seconds": 132880.991981118, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2998372624121127, "fast_rcnn/fg_cls_accuracy": 0.6525011515430676, "iteration": 136939, "loss_box_reg": 0.225534126162529, "loss_cls": 0.1936491122469306, "loss_mask": 0.2447583582252264, "loss_rpn_cls": 0.0342995822429657, "loss_rpn_loc": 0.0845302902162075, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030793846856042, "mask_rcnn/false_negative": 0.08392435878335076, "mask_rcnn/false_positive": 0.11330170342559895, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0190179904457182, "total_loss": 0.8032542843138799}
{"data_time": 0.016294473549351096, "eta_seconds": 132888.14314672723, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27892307692307694, "fast_rcnn/fg_cls_accuracy": 0.6889059718401036, "iteration": 136959, "loss_box_reg": 0.19876069948077202, "loss_cls": 0.16600281279534101, "loss_mask": 0.24335961043834686, "loss_rpn_cls": 0.03181337215937674, "loss_rpn_loc": 0.07257800363004208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999096218020022, "mask_rcnn/false_negative": 0.09291611675294578, "mask_rcnn/false_positive": 0.1036618342978495, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0118055569473654, "total_loss": 0.7055056178942323}
{"data_time": 0.01615265291184187, "eta_seconds": 132868.16597547848, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.28725463509058463, "fast_rcnn/fg_cls_accuracy": 0.694018691588785, "iteration": 136979, "loss_box_reg": 0.2261778488755226, "loss_cls": 0.20740399230271578, "loss_mask": 0.2536044791340828, "loss_rpn_cls": 0.03675343841314316, "loss_rpn_loc": 0.09322916623204947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955676020408163, "mask_rcnn/false_negative": 0.09236366993789759, "mask_rcnn/false_positive": 0.11202910831123228, "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": 0.999542623758316, "total_loss": 0.8252833943115547}
{"data_time": 0.01736642955802381, "eta_seconds": 132959.38322483562, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.31388940327857284, "fast_rcnn/fg_cls_accuracy": 0.6599973322662398, "iteration": 136999, "loss_box_reg": 0.20613799802958965, "loss_cls": 0.17631166614592075, "loss_mask": 0.2416884945705533, "loss_rpn_cls": 0.03732881532050669, "loss_rpn_loc": 0.06754177459515631, "lr": 0.0001, "mask_rcnn/accuracy": 0.8808164671531353, "mask_rcnn/false_negative": 0.09479786687366101, "mask_rcnn/false_positive": 0.12879129866124733, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 1.0101190588902682, "total_loss": 0.7390371402725577}
{"data_time": 0.01461741840466857, "eta_seconds": 132890.881946194, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33871247614089883, "fast_rcnn/fg_cls_accuracy": 0.6184925629290619, "iteration": 137019, "loss_box_reg": 0.2161206780001521, "loss_cls": 0.18731964007019997, "loss_mask": 0.2440655454993248, "loss_rpn_cls": 0.03454926633276045, "loss_rpn_loc": 0.09109036135487258, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936499675990448, "mask_rcnn/false_negative": 0.09934728116023772, "mask_rcnn/false_positive": 0.11712866324872104, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0035524244885892, "total_loss": 0.7714724809629843}
{"data_time": 0.013525604037567973, "eta_seconds": 132743.1796876341, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3088884799411115, "fast_rcnn/fg_cls_accuracy": 0.6714206845785793, "iteration": 137039, "loss_box_reg": 0.21249345038086176, "loss_cls": 0.17610865831375122, "loss_mask": 0.23476760275661945, "loss_rpn_cls": 0.03220722544938326, "loss_rpn_loc": 0.0739629128947854, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934361331945365, "mask_rcnn/false_negative": 0.0867501533953117, "mask_rcnn/false_positive": 0.10586415123019499, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9968339218758047, "total_loss": 0.7375391607638448}
{"data_time": 0.016933585749939084, "eta_seconds": 132723.2123020012, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2663710558447401, "fast_rcnn/fg_cls_accuracy": 0.7003690753690753, "iteration": 137059, "loss_box_reg": 0.2052697418257594, "loss_cls": 0.16108872834593058, "loss_mask": 0.2309224009513855, "loss_rpn_cls": 0.03405414009466767, "loss_rpn_loc": 0.06417309143580496, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852123498491877, "mask_rcnn/false_negative": 0.09855535726853046, "mask_rcnn/false_positive": 0.14085077457594172, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9958118239883333, "total_loss": 0.7205543648451567}
{"data_time": 0.01942156278528273, "eta_seconds": 132768.2801192347, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.29183201567971107, "fast_rcnn/fg_cls_accuracy": 0.690964590964591, "iteration": 137079, "loss_box_reg": 0.22383320704102516, "loss_cls": 0.1725603910163045, "loss_mask": 0.23437316715717316, "loss_rpn_cls": 0.030793628888204694, "loss_rpn_loc": 0.058105685748159885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943795813287929, "mask_rcnn/false_negative": 0.08525037957097853, "mask_rcnn/false_positive": 0.11239097114157565, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9679016754962504, "total_loss": 0.7145157235208899}
{"data_time": 0.014794278889894485, "eta_seconds": 132748.30294798594, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3149675217439172, "fast_rcnn/fg_cls_accuracy": 0.641820987654321, "iteration": 137099, "loss_box_reg": 0.2093927850946784, "loss_cls": 0.17483879392966628, "loss_mask": 0.22876439802348614, "loss_rpn_cls": 0.02914944541407749, "loss_rpn_loc": 0.08064377889968455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900646022297808, "mask_rcnn/false_negative": 0.08820075448480984, "mask_rcnn/false_positive": 0.11262188692465194, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9886467806063592, "total_loss": 0.750607896305155}
{"data_time": 0.015680191107094288, "eta_seconds": 132553.84496420622, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2552925253453867, "fast_rcnn/fg_cls_accuracy": 0.7168711018711019, "iteration": 137119, "loss_box_reg": 0.2092827083542943, "loss_cls": 0.1793428836390376, "loss_mask": 0.23919781669974327, "loss_rpn_cls": 0.028999949456192553, "loss_rpn_loc": 0.06954356748610735, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047893462940733, "mask_rcnn/false_negative": 0.08440427341118248, "mask_rcnn/false_positive": 0.12025252195276476, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9756715255789459, "total_loss": 0.7286197119392455}
{"data_time": 0.01753592654131353, "eta_seconds": 132490.90115901083, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.275526197939991, "fast_rcnn/fg_cls_accuracy": 0.6875196520280893, "iteration": 137139, "loss_box_reg": 0.2225471194833517, "loss_cls": 0.18714473582804203, "loss_mask": 0.237869537435472, "loss_rpn_cls": 0.03620138848782517, "loss_rpn_loc": 0.07149995863437653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924637070417091, "mask_rcnn/false_negative": 0.09813586291043994, "mask_rcnn/false_positive": 0.12017335230028824, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9841226513963193, "total_loss": 0.7758323615416884}
{"data_time": 0.021763285854831338, "eta_seconds": 132333.40067328885, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30512179098443504, "fast_rcnn/fg_cls_accuracy": 0.6767787104109975, "iteration": 137159, "loss_box_reg": 0.24440870620310307, "loss_cls": 0.18894025217741728, "loss_mask": 0.24090008437633514, "loss_rpn_cls": 0.03484169626608491, "loss_rpn_loc": 0.07969076023437083, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893052037993783, "mask_rcnn/false_negative": 0.10264051258457722, "mask_rcnn/false_positive": 0.11630150098873812, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9749261308461428, "total_loss": 0.7757113961270079}
{"data_time": 0.015239299042150378, "eta_seconds": 132469.54664351884, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2871867900857831, "fast_rcnn/fg_cls_accuracy": 0.6617363757010146, "iteration": 137179, "loss_box_reg": 0.2145281070843339, "loss_cls": 0.17177120968699455, "loss_mask": 0.24411903880536556, "loss_rpn_cls": 0.03719060658477247, "loss_rpn_loc": 0.08281830744817853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987158309216434, "mask_rcnn/false_negative": 0.07964931935400424, "mask_rcnn/false_positive": 0.1092617898231297, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0177710053976625, "total_loss": 0.7641805810853839}
{"data_time": 0.017294503981247544, "eta_seconds": 132431.06784522533, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3223197501667576, "fast_rcnn/fg_cls_accuracy": 0.6658160785457373, "iteration": 137199, "loss_box_reg": 0.1974877631291747, "loss_cls": 0.1678731944411993, "loss_mask": 0.23460067808628082, "loss_rpn_cls": 0.032880932092666626, "loss_rpn_loc": 0.0686588641256094, "lr": 0.0001, "mask_rcnn/accuracy": 0.898053763296923, "mask_rcnn/false_negative": 0.09779748587777157, "mask_rcnn/false_positive": 0.10296668638383133, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9761862976010889, "total_loss": 0.7334096890408546}
{"data_time": 0.01679555862210691, "eta_seconds": 132250.1552907843, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.284297717454162, "fast_rcnn/fg_cls_accuracy": 0.6729885057471264, "iteration": 137219, "loss_box_reg": 0.2214456871151924, "loss_cls": 0.17157913744449615, "loss_mask": 0.24212147668004036, "loss_rpn_cls": 0.03376695915358141, "loss_rpn_loc": 0.071988278941717, "lr": 0.0001, "mask_rcnn/accuracy": 0.879379359335863, "mask_rcnn/false_negative": 0.10062470178362865, "mask_rcnn/false_positive": 0.13351116691752937, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9914865188766271, "total_loss": 0.7448685264098458}
{"data_time": 0.016091538360342383, "eta_seconds": 132191.62550750189, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2439710610932476, "fast_rcnn/fg_cls_accuracy": 0.7322084056568876, "iteration": 137239, "loss_box_reg": 0.2180351046845317, "loss_cls": 0.17556163296103477, "loss_mask": 0.23649925366044044, "loss_rpn_cls": 0.03612495679408312, "loss_rpn_loc": 0.07700158376246691, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008185759769024, "mask_rcnn/false_negative": 0.0809020617777225, "mask_rcnn/false_positive": 0.1057491913305412, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0201033798512071, "total_loss": 0.7513151521561667}
{"data_time": 0.012745424872264266, "eta_seconds": 132123.76909655053, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32361346436236305, "fast_rcnn/fg_cls_accuracy": 0.6510013101253977, "iteration": 137259, "loss_box_reg": 0.21772365644574165, "loss_cls": 0.18793982733041048, "loss_mask": 0.23867112211883068, "loss_rpn_cls": 0.036811723839491606, "loss_rpn_loc": 0.06898525252472609, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976471547425788, "mask_rcnn/false_negative": 0.08981079773159403, "mask_rcnn/false_positive": 0.11565126904095299, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9449443605262786, "total_loss": 0.7740111480816267}
{"data_time": 0.0169543270021677, "eta_seconds": 132170.71090623736, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6931040212695248, "iteration": 137279, "loss_box_reg": 0.21385179925709963, "loss_cls": 0.16635358519852161, "loss_mask": 0.24175763688981533, "loss_rpn_cls": 0.029853092273697257, "loss_rpn_loc": 0.07396875903941691, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039441542354975, "mask_rcnn/false_negative": 0.08810546234922736, "mask_rcnn/false_positive": 0.11710060247250192, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0022016395814717, "total_loss": 0.7301253364421427}
{"data_time": 0.015916502568870783, "eta_seconds": 132170.47452242114, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.32869489221208004, "fast_rcnn/fg_cls_accuracy": 0.6396587481146305, "iteration": 137299, "loss_box_reg": 0.20256619155406952, "loss_cls": 0.1576787205412984, "loss_mask": 0.2262999303638935, "loss_rpn_cls": 0.032210895558819175, "loss_rpn_loc": 0.07499837782233953, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962270470440236, "mask_rcnn/false_negative": 0.09504105011840869, "mask_rcnn/false_positive": 0.11977552976662824, "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": 0.9982125521637499, "total_loss": 0.6867559975071345}
{"data_time": 0.02081487188115716, "eta_seconds": 132126.97313053533, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26158824793210866, "fast_rcnn/fg_cls_accuracy": 0.7163707165109034, "iteration": 137319, "loss_box_reg": 0.19887335784733295, "loss_cls": 0.1499613793566823, "loss_mask": 0.2237461330369115, "loss_rpn_cls": 0.025650923984358087, "loss_rpn_loc": 0.06691884086467326, "lr": 0.0001, "mask_rcnn/accuracy": 0.9094070586178397, "mask_rcnn/false_negative": 0.08296544709711073, "mask_rcnn/false_positive": 0.10408828730417075, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.006300154607743, "total_loss": 0.6745481841207948}
{"data_time": 0.02404013555496931, "eta_seconds": 132275.00607317314, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2413545908126398, "fast_rcnn/fg_cls_accuracy": 0.7261304097640753, "iteration": 137339, "loss_box_reg": 0.19771011732518673, "loss_cls": 0.17243536841124296, "loss_mask": 0.2157917097210884, "loss_rpn_cls": 0.035499051737133414, "loss_rpn_loc": 0.05295227700844407, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088167720328746, "mask_rcnn/false_negative": 0.09217206702921737, "mask_rcnn/false_positive": 0.10438941309371111, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.006114529678598, "total_loss": 0.6974042262881994}
{"data_time": 0.027662844164296985, "eta_seconds": 132306.60124707967, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26331661123950173, "fast_rcnn/fg_cls_accuracy": 0.7077395577395578, "iteration": 137359, "loss_box_reg": 0.21828678343445063, "loss_cls": 0.18381977267563343, "loss_mask": 0.2408272661268711, "loss_rpn_cls": 0.03776384354569018, "loss_rpn_loc": 0.07275762059725821, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031362982255839, "mask_rcnn/false_negative": 0.09227637983646456, "mask_rcnn/false_positive": 0.10346650752299635, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0160179124213755, "total_loss": 0.7548621849855408}
{"data_time": 0.015856173587962985, "eta_seconds": 132276.3966257358, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.30530333467255927, "fast_rcnn/fg_cls_accuracy": 0.6739051828043391, "iteration": 137379, "loss_box_reg": 0.2025600904598832, "loss_cls": 0.15897631458938122, "loss_mask": 0.23924554139375687, "loss_rpn_cls": 0.03145197802223265, "loss_rpn_loc": 0.07995661161839962, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069548058581105, "mask_rcnn/false_negative": 0.07590529229717366, "mask_rcnn/false_positive": 0.1099463095156513, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9968044809065759, "total_loss": 0.7189399894559756}
{"data_time": 0.01680757408030331, "eta_seconds": 132239.01664372534, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31744194591416813, "fast_rcnn/fg_cls_accuracy": 0.6307912018711767, "iteration": 137399, "loss_box_reg": 0.22774974256753922, "loss_cls": 0.1723333252593875, "loss_mask": 0.2437839899212122, "loss_rpn_cls": 0.03127087859320454, "loss_rpn_loc": 0.07906596828252077, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005230196718232, "mask_rcnn/false_negative": 0.08679229289204773, "mask_rcnn/false_positive": 0.10199178908360623, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9847846969496459, "total_loss": 0.7941862905863672}
{"data_time": 0.013410172425210476, "eta_seconds": 132219.07109068707, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2671356421356421, "fast_rcnn/fg_cls_accuracy": 0.6918569935811315, "iteration": 137419, "loss_box_reg": 0.226920323446393, "loss_cls": 0.18228777684271336, "loss_mask": 0.23770344071090221, "loss_rpn_cls": 0.03256621793843806, "loss_rpn_loc": 0.07436045538634062, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070389591394671, "mask_rcnn/false_negative": 0.07707250096888874, "mask_rcnn/false_positive": 0.10248247599544863, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9829165723640472, "total_loss": 0.7324611146468669}
{"data_time": 0.016271897591650486, "eta_seconds": 132199.1255376488, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.28592233009708734, "fast_rcnn/fg_cls_accuracy": 0.6851615186488665, "iteration": 137439, "loss_box_reg": 0.2023424729704857, "loss_cls": 0.1602561753243208, "loss_mask": 0.2406933382153511, "loss_rpn_cls": 0.030053391121327877, "loss_rpn_loc": 0.07462860411033034, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059280350049652, "mask_rcnn/false_negative": 0.08295276031443122, "mask_rcnn/false_positive": 0.1031963530630284, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9877734549809247, "total_loss": 0.7266816358314827}
{"data_time": 0.01254111947491765, "eta_seconds": 132179.17998461053, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2852170029424128, "fast_rcnn/fg_cls_accuracy": 0.7046226554423276, "iteration": 137459, "loss_box_reg": 0.2206102041527629, "loss_cls": 0.17384538240730762, "loss_mask": 0.23678241483867168, "loss_rpn_cls": 0.03394830063916743, "loss_rpn_loc": 0.06841856683604419, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039364039055339, "mask_rcnn/false_negative": 0.08524081009002374, "mask_rcnn/false_positive": 0.1102405622065524, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9835019435267895, "total_loss": 0.7406329963123426}
{"data_time": 0.01779435481876135, "eta_seconds": 132026.24004943296, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3223118279569892, "fast_rcnn/fg_cls_accuracy": 0.6400125919544039, "iteration": 137479, "loss_box_reg": 0.20591021701693535, "loss_cls": 0.16919460147619247, "loss_mask": 0.24785002321004868, "loss_rpn_cls": 0.03786331904120743, "loss_rpn_loc": 0.0711251967586577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890600929383616, "mask_rcnn/false_negative": 0.10268405529577392, "mask_rcnn/false_positive": 0.1246798153588281, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.98393136379309, "total_loss": 0.7348081606905907}
{"data_time": 0.02507602353580296, "eta_seconds": 132145.60542837717, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31631205673758866, "fast_rcnn/fg_cls_accuracy": 0.6640687634905951, "iteration": 137499, "loss_box_reg": 0.22150121815502644, "loss_cls": 0.18156558088958263, "loss_mask": 0.24290796928107738, "loss_rpn_cls": 0.03296813229098916, "loss_rpn_loc": 0.08272298751398921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938947670158488, "mask_rcnn/false_negative": 0.10387400954873313, "mask_rcnn/false_positive": 0.10920199311104872, "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": 1.0262523568235338, "total_loss": 0.7692163356114179}
{"data_time": 0.015357118099927902, "eta_seconds": 132125.6589218974, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2914656432748538, "fast_rcnn/fg_cls_accuracy": 0.6850942017216177, "iteration": 137519, "loss_box_reg": 0.1948997238650918, "loss_cls": 0.17049045115709305, "loss_mask": 0.23902696184813976, "loss_rpn_cls": 0.02826322370674461, "loss_rpn_loc": 0.0649559604935348, "lr": 0.0001, "mask_rcnn/accuracy": 0.904351454123316, "mask_rcnn/false_negative": 0.08295919636320706, "mask_rcnn/false_positive": 0.12872637789019842, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 1.0247970665805042, "total_loss": 0.7069507407722995}
{"data_time": 0.014454377349466085, "eta_seconds": 132105.71241541766, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3231217616580311, "fast_rcnn/fg_cls_accuracy": 0.6621569534381746, "iteration": 137539, "loss_box_reg": 0.22061621397733688, "loss_cls": 0.1820924449712038, "loss_mask": 0.24443250335752964, "loss_rpn_cls": 0.032238278770819306, "loss_rpn_loc": 0.06769217131659389, "lr": 0.0001, "mask_rcnn/accuracy": 0.883431293205327, "mask_rcnn/false_negative": 0.09916077002778279, "mask_rcnn/false_positive": 0.13210031150421123, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0069808601401746, "total_loss": 0.7371090675005689}
{"data_time": 0.014830979984253645, "eta_seconds": 132115.52011515014, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.30626051035859075, "fast_rcnn/fg_cls_accuracy": 0.6541968817984046, "iteration": 137559, "loss_box_reg": 0.2008192427456379, "loss_cls": 0.16980750765651464, "loss_mask": 0.23679411970078945, "loss_rpn_cls": 0.03628187265712768, "loss_rpn_loc": 0.06626146892085671, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060914552736983, "mask_rcnn/false_negative": 0.07793114746481886, "mask_rcnn/false_positive": 0.11594072024797603, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9982369134668261, "total_loss": 0.7065253388136625}
{"data_time": 0.01471764431335032, "eta_seconds": 132065.81940245815, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31797936170995966, "fast_rcnn/fg_cls_accuracy": 0.6631976455570527, "iteration": 137579, "loss_box_reg": 0.20602425653487444, "loss_cls": 0.17822379525750875, "loss_mask": 0.23604656010866165, "loss_rpn_cls": 0.034890538081526756, "loss_rpn_loc": 0.061306713381782174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913188795026497, "mask_rcnn/false_negative": 0.09206646771694693, "mask_rcnn/false_positive": 0.12513250990404104, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9854022939689457, "total_loss": 0.7511684799101204}
{"data_time": 0.015955132199451327, "eta_seconds": 131967.1668623574, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.6501802800392411, "iteration": 137599, "loss_box_reg": 0.1988605009391904, "loss_cls": 0.15973377972841263, "loss_mask": 0.24198651313781738, "loss_rpn_cls": 0.03192254691384733, "loss_rpn_loc": 0.0742566380649805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985793286019956, "mask_rcnn/false_negative": 0.10305222880093834, "mask_rcnn/false_positive": 0.10244059538030652, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9720496234949678, "total_loss": 0.7406557817012072}
{"data_time": 0.017370960442349315, "eta_seconds": 132019.61556030437, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2943880786303107, "fast_rcnn/fg_cls_accuracy": 0.6797053077173558, "iteration": 137619, "loss_box_reg": 0.22300868667662144, "loss_cls": 0.17084819730371237, "loss_mask": 0.24424292892217636, "loss_rpn_cls": 0.03568790724966675, "loss_rpn_loc": 0.07191296224482358, "lr": 0.0001, "mask_rcnn/accuracy": 0.893186807955394, "mask_rcnn/false_negative": 0.09467276021597959, "mask_rcnn/false_positive": 0.12596481366494178, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0069468952715397, "total_loss": 0.7650572087732144}
{"data_time": 0.01890664640814066, "eta_seconds": 131975.8767062053, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2710969248061792, "fast_rcnn/fg_cls_accuracy": 0.7027429934406679, "iteration": 137639, "loss_box_reg": 0.217349948361516, "loss_cls": 0.1861602868884802, "loss_mask": 0.2385698240250349, "loss_rpn_cls": 0.034498222754336894, "loss_rpn_loc": 0.0723669093567878, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003480584094148, "mask_rcnn/false_negative": 0.08668962670802066, "mask_rcnn/false_positive": 0.11275661047877916, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0124612958170474, "total_loss": 0.750496099004522}
{"data_time": 0.022576879477128386, "eta_seconds": 131979.72445422783, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.34750626566416043, "fast_rcnn/fg_cls_accuracy": 0.619195602070503, "iteration": 137659, "loss_box_reg": 0.20205071568489075, "loss_cls": 0.17869296669960022, "loss_mask": 0.22401276603341103, "loss_rpn_cls": 0.027589696284849197, "loss_rpn_loc": 0.07280948641709983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946222351471544, "mask_rcnn/false_negative": 0.09680166253306584, "mask_rcnn/false_positive": 0.11039978133806536, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0060595192480832, "total_loss": 0.7105891751416493}
{"data_time": 0.013241916662082076, "eta_seconds": 132058.01956266165, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3451505016722408, "fast_rcnn/fg_cls_accuracy": 0.631506587955377, "iteration": 137679, "loss_box_reg": 0.2207407457754016, "loss_cls": 0.1800740398466587, "loss_mask": 0.24605301953852177, "loss_rpn_cls": 0.03763949079439044, "loss_rpn_loc": 0.07248404901474714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976192302893624, "mask_rcnn/false_negative": 0.09793455296561558, "mask_rcnn/false_positive": 0.10527526325851588, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9991276969667524, "total_loss": 0.7562853160779923}
{"data_time": 0.014747454086318612, "eta_seconds": 131994.2831445951, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30536624203821655, "fast_rcnn/fg_cls_accuracy": 0.6613639808989615, "iteration": 137699, "loss_box_reg": 0.19326728768646717, "loss_cls": 0.15918882191181183, "loss_mask": 0.2320306971669197, "loss_rpn_cls": 0.030604699510149658, "loss_rpn_loc": 0.06050778192002326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878255162024233, "mask_rcnn/false_negative": 0.09999027479446004, "mask_rcnn/false_positive": 0.1187985813694263, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9786010289099067, "total_loss": 0.6846022754907608}
{"data_time": 0.020976492203772068, "eta_seconds": 131941.7510891147, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26031451805788086, "fast_rcnn/fg_cls_accuracy": 0.7030746199907877, "iteration": 137719, "loss_box_reg": 0.19623112305998802, "loss_cls": 0.1624611266888678, "loss_mask": 0.2417821977287531, "loss_rpn_cls": 0.03226299141533673, "loss_rpn_loc": 0.0674865827895701, "lr": 0.0001, "mask_rcnn/accuracy": 0.9117664223812322, "mask_rcnn/false_negative": 0.07737030884313781, "mask_rcnn/false_positive": 0.10235922791455934, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9919356803875417, "total_loss": 0.6999710752861574}
{"data_time": 0.013738672016188502, "eta_seconds": 131850.83072770853, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2851127242348638, "fast_rcnn/fg_cls_accuracy": 0.659740120274914, "iteration": 137739, "loss_box_reg": 0.19675669725984335, "loss_cls": 0.17314524482935667, "loss_mask": 0.23734542727470398, "loss_rpn_cls": 0.03356154740322381, "loss_rpn_loc": 0.0811114723328501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923752355671999, "mask_rcnn/false_negative": 0.10797278259567818, "mask_rcnn/false_positive": 0.10318418877595834, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9751376349013299, "total_loss": 0.7293618603143841}
{"data_time": 0.01676481240428984, "eta_seconds": 131856.22495941818, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3309419795221843, "fast_rcnn/fg_cls_accuracy": 0.6212514387360051, "iteration": 137759, "loss_box_reg": 0.22133876848965883, "loss_cls": 0.19057230465114117, "loss_mask": 0.23725681193172932, "loss_rpn_cls": 0.034643180610146374, "loss_rpn_loc": 0.06384583795443177, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873744559012416, "mask_rcnn/false_negative": 0.097436201958921, "mask_rcnn/false_positive": 0.12138047807066538, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0041346736252308, "total_loss": 0.7630080871749669}
{"data_time": 0.012758942553773522, "eta_seconds": 131670.126665337, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31217188061848256, "fast_rcnn/fg_cls_accuracy": 0.6492101256185763, "iteration": 137779, "loss_box_reg": 0.20306509546935558, "loss_cls": 0.17130533885210752, "loss_mask": 0.23540529794991016, "loss_rpn_cls": 0.025191950844600797, "loss_rpn_loc": 0.05788834672421217, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021179832715105, "mask_rcnn/false_negative": 0.09555407096865604, "mask_rcnn/false_positive": 0.10512197293417419, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9729179791174829, "total_loss": 0.6967460020678118}
{"data_time": 0.016489477129653096, "eta_seconds": 131724.0633253008, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31507632963943644, "fast_rcnn/fg_cls_accuracy": 0.656433315833923, "iteration": 137799, "loss_box_reg": 0.2262848187237978, "loss_cls": 0.19465486705303192, "loss_mask": 0.24269363097846508, "loss_rpn_cls": 0.03357706940732896, "loss_rpn_loc": 0.08583896141499281, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948613812998897, "mask_rcnn/false_negative": 0.09729512837422341, "mask_rcnn/false_positive": 0.11237899897917832, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0124926024582237, "total_loss": 0.7443971995962784}
{"data_time": 0.015045308973640203, "eta_seconds": 131687.50686488114, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3173269462667743, "fast_rcnn/fg_cls_accuracy": 0.6503178758414361, "iteration": 137819, "loss_box_reg": 0.21971622295677662, "loss_cls": 0.1809696312993765, "loss_mask": 0.24929769523441792, "loss_rpn_cls": 0.04118833446409553, "loss_rpn_loc": 0.07923105848021805, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846272614718039, "mask_rcnn/false_negative": 0.09679835179858053, "mask_rcnn/false_positive": 0.12431035889265471, "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": 0.9552764410618693, "total_loss": 0.7679259129799902}
{"data_time": 0.01354797906242311, "eta_seconds": 131610.37619188428, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2953465732087227, "fast_rcnn/fg_cls_accuracy": 0.6539292533413728, "iteration": 137839, "loss_box_reg": 0.20537802763283253, "loss_cls": 0.17279133200645447, "loss_mask": 0.23122474178671837, "loss_rpn_cls": 0.03183772729244083, "loss_rpn_loc": 0.07119993679225445, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009153664756675, "mask_rcnn/false_negative": 0.1040889107118456, "mask_rcnn/false_positive": 0.10590021116817547, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9990093994420022, "total_loss": 0.7112319832085632}
{"data_time": 0.02489222027361393, "eta_seconds": 131664.27933286875, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3387768049739881, "fast_rcnn/fg_cls_accuracy": 0.6424208144796381, "iteration": 137859, "loss_box_reg": 0.2115038614720106, "loss_cls": 0.17238501086831093, "loss_mask": 0.23394017294049263, "loss_rpn_cls": 0.031728989037219435, "loss_rpn_loc": 0.07434894086327404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912838691862615, "mask_rcnn/false_negative": 0.09433793355139222, "mask_rcnn/false_positive": 0.11382830325452019, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0413653755094856, "total_loss": 0.7472731360467151}
{"data_time": 0.019189188489690423, "eta_seconds": 131609.94114995934, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.30071614841878136, "fast_rcnn/fg_cls_accuracy": 0.6869200322994851, "iteration": 137879, "loss_box_reg": 0.21663696132600307, "loss_cls": 0.19051458593457937, "loss_mask": 0.2409897055476904, "loss_rpn_cls": 0.033992773038335145, "loss_rpn_loc": 0.07314077776391059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936121045496046, "mask_rcnn/false_negative": 0.09657108216292255, "mask_rcnn/false_positive": 0.11750657968302707, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9781480990350246, "total_loss": 0.7817798601463437}
{"data_time": 0.01478898455388844, "eta_seconds": 131532.20594786108, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31578467153284673, "fast_rcnn/fg_cls_accuracy": 0.6321368243243244, "iteration": 137899, "loss_box_reg": 0.2083601402118802, "loss_cls": 0.17368296347558498, "loss_mask": 0.2432540189474821, "loss_rpn_cls": 0.03216636460274458, "loss_rpn_loc": 0.05817003874108195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986074584472964, "mask_rcnn/false_negative": 0.08137372695877182, "mask_rcnn/false_positive": 0.11200643210989591, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9935914939269423, "total_loss": 0.7218204677337781}
{"data_time": 0.01480251899920404, "eta_seconds": 131355.07356923074, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2586618876941458, "fast_rcnn/fg_cls_accuracy": 0.7134462495679226, "iteration": 137919, "loss_box_reg": 0.21261482033878565, "loss_cls": 0.17971558403223753, "loss_mask": 0.23716931231319904, "loss_rpn_cls": 0.03269181109499186, "loss_rpn_loc": 0.06163472274783999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967872933237175, "mask_rcnn/false_negative": 0.08525558246836706, "mask_rcnn/false_positive": 0.1227002404856166, "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": 0.9879800886847079, "total_loss": 0.7197821449371986}
{"data_time": 0.02593911183066666, "eta_seconds": 131348.52042543702, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2330029342303013, "fast_rcnn/fg_cls_accuracy": 0.6886482084690553, "iteration": 137939, "loss_box_reg": 0.20920422300696373, "loss_cls": 0.17965550255030394, "loss_mask": 0.2360624298453331, "loss_rpn_cls": 0.030959878116846085, "loss_rpn_loc": 0.06096687255194411, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056799150958093, "mask_rcnn/false_negative": 0.08774562395150685, "mask_rcnn/false_positive": 0.09889599865776892, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0291435306426138, "total_loss": 0.7457173536531627}
{"data_time": 0.017442010110244155, "eta_seconds": 131343.82789458148, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2762125138837468, "fast_rcnn/fg_cls_accuracy": 0.6867159778099855, "iteration": 137959, "loss_box_reg": 0.2264176718890667, "loss_cls": 0.19905408285558224, "loss_mask": 0.23214910365641117, "loss_rpn_cls": 0.032877004239708185, "loss_rpn_loc": 0.08121015806682408, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074938259623709, "mask_rcnn/false_negative": 0.0817226985019793, "mask_rcnn/false_positive": 0.11296021063309818, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0136614879593253, "total_loss": 0.7776559068006463}
{"data_time": 0.016285825986415148, "eta_seconds": 131265.06869653706, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2949583661295, "fast_rcnn/fg_cls_accuracy": 0.6746964812401399, "iteration": 137979, "loss_box_reg": 0.19371495582163334, "loss_cls": 0.16347764898091555, "loss_mask": 0.22666134126484394, "loss_rpn_cls": 0.02885735873132944, "loss_rpn_loc": 0.06477440532762557, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065240582166683, "mask_rcnn/false_negative": 0.08452586523682432, "mask_rcnn/false_positive": 0.10101311761905918, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9830198562704027, "total_loss": 0.6768877699505538}
{"data_time": 0.022906727623194456, "eta_seconds": 131179.32771518826, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2810208685843204, "fast_rcnn/fg_cls_accuracy": 0.6693470483005366, "iteration": 137999, "loss_box_reg": 0.2139685656875372, "loss_cls": 0.1843396625481546, "loss_mask": 0.2424000259488821, "loss_rpn_cls": 0.03250807420408819, "loss_rpn_loc": 0.06635792495217174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926289720270659, "mask_rcnn/false_negative": 0.0932337923975819, "mask_rcnn/false_positive": 0.11507491632948405, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9897824174258858, "total_loss": 0.7496713580330834}
{"data_time": 0.013415804132819176, "eta_seconds": 131095.10623390786, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33471645919778703, "fast_rcnn/fg_cls_accuracy": 0.6020633012820513, "iteration": 138019, "loss_box_reg": 0.2092087734490633, "loss_cls": 0.18037127703428268, "loss_mask": 0.23819759115576744, "loss_rpn_cls": 0.027770063723437488, "loss_rpn_loc": 0.07368074334226549, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990630834208997, "mask_rcnn/false_negative": 0.09140658669809816, "mask_rcnn/false_positive": 0.10784693126163028, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.9930520283523947, "total_loss": 0.7514079171232879}
{"data_time": 0.013435059692710638, "eta_seconds": 131075.24032903835, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.28738660847846076, "fast_rcnn/fg_cls_accuracy": 0.6943408075061874, "iteration": 138039, "loss_box_reg": 0.2208792380988598, "loss_cls": 0.1735114580951631, "loss_mask": 0.23472893424332142, "loss_rpn_cls": 0.030908991844626144, "loss_rpn_loc": 0.07944796816445887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976526116566209, "mask_rcnn/false_negative": 0.08865260795836433, "mask_rcnn/false_positive": 0.10754197098103477, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0035256324335933, "total_loss": 0.7439564354717731}
{"data_time": 0.019871627213433385, "eta_seconds": 131051.07385396957, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2820781868329536, "fast_rcnn/fg_cls_accuracy": 0.6903029384269436, "iteration": 138059, "loss_box_reg": 0.21639863401651382, "loss_cls": 0.17474448960274458, "loss_mask": 0.23880214989185333, "loss_rpn_cls": 0.03170760109787807, "loss_rpn_loc": 0.06275584641844034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962274866517935, "mask_rcnn/false_negative": 0.08781915775938387, "mask_rcnn/false_positive": 0.11611292859242231, "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": 0.9927265630103648, "total_loss": 0.7089646313106641}
{"data_time": 0.01539990003220737, "eta_seconds": 131179.39299279824, "fast_rcnn/cls_accuracy": 0.923095703125, "fast_rcnn/false_negative": 0.3400792665147572, "fast_rcnn/fg_cls_accuracy": 0.645733343824036, "iteration": 138079, "loss_box_reg": 0.22996391914784908, "loss_cls": 0.204420892521739, "loss_mask": 0.23597122728824615, "loss_rpn_cls": 0.035434889257885516, "loss_rpn_loc": 0.07716470560990274, "lr": 0.0001, "mask_rcnn/accuracy": 0.894968761896271, "mask_rcnn/false_negative": 0.08896843107438329, "mask_rcnn/false_positive": 0.12529231259753934, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0150967435911298, "total_loss": 0.7784041739068925}
{"data_time": 0.015406314050778747, "eta_seconds": 131259.13466310594, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30412139820500705, "fast_rcnn/fg_cls_accuracy": 0.6654575892857143, "iteration": 138099, "loss_box_reg": 0.2319042608141899, "loss_cls": 0.18358448240906, "loss_mask": 0.2274369690567255, "loss_rpn_cls": 0.02870294137392193, "loss_rpn_loc": 0.07592162140645087, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005807692515566, "mask_rcnn/false_negative": 0.07659734107205086, "mask_rcnn/false_positive": 0.10952153553972019, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9993758387863636, "total_loss": 0.7636755224084482}
{"data_time": 0.017252736957743764, "eta_seconds": 131340.32042353414, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.27690720073383274, "fast_rcnn/fg_cls_accuracy": 0.7159280133213782, "iteration": 138119, "loss_box_reg": 0.21729271672666073, "loss_cls": 0.17326666042208672, "loss_mask": 0.23409993574023247, "loss_rpn_cls": 0.029814080917276442, "loss_rpn_loc": 0.06258609751239419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964156744163307, "mask_rcnn/false_negative": 0.09363448612570005, "mask_rcnn/false_positive": 0.11317916813758114, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9854026066605002, "total_loss": 0.7154657746432349}
{"data_time": 0.0173344649374485, "eta_seconds": 131308.1906491518, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3229560031169454, "fast_rcnn/fg_cls_accuracy": 0.6578178385182522, "iteration": 138139, "loss_box_reg": 0.22630875930190086, "loss_cls": 0.18821701500564814, "loss_mask": 0.24025581032037735, "loss_rpn_cls": 0.036698274314403534, "loss_rpn_loc": 0.07533989055082202, "lr": 0.0001, "mask_rcnn/accuracy": 0.890812994974109, "mask_rcnn/false_negative": 0.08714193818205127, "mask_rcnn/false_positive": 0.1273507629601971, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9848510678857565, "total_loss": 0.8068123798584566}
{"data_time": 0.016077722189947963, "eta_seconds": 131407.47789025307, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.270418355955109, "fast_rcnn/fg_cls_accuracy": 0.6715728489783136, "iteration": 138159, "loss_box_reg": 0.21027130261063576, "loss_cls": 0.178391944617033, "loss_mask": 0.23864676989614964, "loss_rpn_cls": 0.036756802059244365, "loss_rpn_loc": 0.06747455475851893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926780537801438, "mask_rcnn/false_negative": 0.08095551870085527, "mask_rcnn/false_positive": 0.11366976529699271, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0124687000643462, "total_loss": 0.7175195218878798}
{"data_time": 0.015707056038081646, "eta_seconds": 131317.6703609107, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.27685716085942913, "fast_rcnn/fg_cls_accuracy": 0.6712378017462763, "iteration": 138179, "loss_box_reg": 0.234078511595726, "loss_cls": 0.17703265231102705, "loss_mask": 0.23967114835977554, "loss_rpn_cls": 0.036378224031068385, "loss_rpn_loc": 0.0847087746951729, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006865568355753, "mask_rcnn/false_negative": 0.08319921737459929, "mask_rcnn/false_positive": 0.11762942722956082, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9836303393822163, "total_loss": 0.7527246222016402}
{"data_time": 0.01612225198186934, "eta_seconds": 131325.50337575376, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3266833397460562, "fast_rcnn/fg_cls_accuracy": 0.6533018867924528, "iteration": 138199, "loss_box_reg": 0.19180184602737427, "loss_cls": 0.16858447063714266, "loss_mask": 0.23349566385149956, "loss_rpn_cls": 0.03348843497224152, "loss_rpn_loc": 0.0640371268382296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997240631971968, "mask_rcnn/false_negative": 0.09467851112753232, "mask_rcnn/false_positive": 0.11137558242312046, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9789838967844844, "total_loss": 0.7153321807272732}
{"data_time": 0.01483955211006105, "eta_seconds": 131305.5753782764, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2874526377149519, "fast_rcnn/fg_cls_accuracy": 0.6806746532156369, "iteration": 138219, "loss_box_reg": 0.21336553990840912, "loss_cls": 0.16950230579823256, "loss_mask": 0.23997285030782223, "loss_rpn_cls": 0.03487316006794572, "loss_rpn_loc": 0.08022304833866656, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041825083398745, "mask_rcnn/false_negative": 0.0879627955602282, "mask_rcnn/false_positive": 0.11478652792329991, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9899920141324401, "total_loss": 0.7834437104174867}
{"data_time": 0.014866335084661841, "eta_seconds": 131051.9973883219, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.246681845012227, "fast_rcnn/fg_cls_accuracy": 0.7048176837332326, "iteration": 138239, "loss_box_reg": 0.20299874525517225, "loss_cls": 0.1746511380188167, "loss_mask": 0.23162325844168663, "loss_rpn_cls": 0.028436042368412018, "loss_rpn_loc": 0.06641211500391364, "lr": 0.0001, "mask_rcnn/accuracy": 0.9095307088274964, "mask_rcnn/false_negative": 0.07776442091587146, "mask_rcnn/false_positive": 0.08683336240574854, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9692756864242256, "total_loss": 0.7080959402956069}
{"data_time": 0.02572908322326839, "eta_seconds": 131146.87979656272, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3096569312636406, "fast_rcnn/fg_cls_accuracy": 0.6679486019364763, "iteration": 138259, "loss_box_reg": 0.2081759348511696, "loss_cls": 0.1812922591343522, "loss_mask": 0.23583845235407352, "loss_rpn_cls": 0.027870254358276725, "loss_rpn_loc": 0.06590113567654043, "lr": 0.0001, "mask_rcnn/accuracy": 0.891749492878279, "mask_rcnn/false_negative": 0.09867504041650052, "mask_rcnn/false_positive": 0.10645453287385512, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9929957985877991, "total_loss": 0.6900726276217028}
{"data_time": 0.013382056960836053, "eta_seconds": 131012.21232536249, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3254483786422735, "fast_rcnn/fg_cls_accuracy": 0.6266392824841724, "iteration": 138279, "loss_box_reg": 0.2271988671272993, "loss_cls": 0.18090726993978024, "loss_mask": 0.24862772040069103, "loss_rpn_cls": 0.03623832407174632, "loss_rpn_loc": 0.0671221154043451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962001821751155, "mask_rcnn/false_negative": 0.09412497881285906, "mask_rcnn/false_positive": 0.11138386536124315, "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": 0.9815147262997925, "total_loss": 0.7489165924489498}
{"data_time": 0.019079559482634068, "eta_seconds": 130893.48482997157, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.27724128931227976, "fast_rcnn/fg_cls_accuracy": 0.6762760279636172, "iteration": 138299, "loss_box_reg": 0.22683269251137972, "loss_cls": 0.1913196058012545, "loss_mask": 0.2367236651480198, "loss_rpn_cls": 0.03625062957871705, "loss_rpn_loc": 0.08424938446842134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888243779773183, "mask_rcnn/false_negative": 0.09375588098769694, "mask_rcnn/false_positive": 0.12064793402856554, "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": 0.9934692610986531, "total_loss": 0.7686996454140171}
{"data_time": 0.015968919964507222, "eta_seconds": 130792.82556533813, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3384774359669332, "fast_rcnn/fg_cls_accuracy": 0.6387701449151455, "iteration": 138319, "loss_box_reg": 0.20392724312841892, "loss_cls": 0.1774250715970993, "loss_mask": 0.24124191887676716, "loss_rpn_cls": 0.032273170072585344, "loss_rpn_loc": 0.06831355951726437, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974764075210504, "mask_rcnn/false_negative": 0.09422185823662485, "mask_rcnn/false_positive": 0.12171544548673886, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9852319001220167, "total_loss": 0.7220917994854972}
{"data_time": 0.021482252748683095, "eta_seconds": 130705.16608495265, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2857318242405818, "fast_rcnn/fg_cls_accuracy": 0.6862288307268455, "iteration": 138339, "loss_box_reg": 0.2065571118146181, "loss_cls": 0.17027518432587385, "loss_mask": 0.23541884683072567, "loss_rpn_cls": 0.0331913122208789, "loss_rpn_loc": 0.08288283064030111, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023707044146054, "mask_rcnn/false_negative": 0.08036299120285069, "mask_rcnn/false_positive": 0.11289955901684151, "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": 0.9798922252375633, "total_loss": 0.7266058942768723}
{"data_time": 0.014735811157152057, "eta_seconds": 130620.92657351866, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28808074660174476, "fast_rcnn/fg_cls_accuracy": 0.6879058441558441, "iteration": 138359, "loss_box_reg": 0.21739923395216465, "loss_cls": 0.15859535429626703, "loss_mask": 0.2317959126085043, "loss_rpn_cls": 0.029323596507310867, "loss_rpn_loc": 0.07366585655836388, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047721737570542, "mask_rcnn/false_negative": 0.08283581888784236, "mask_rcnn/false_positive": 0.12184039033325134, "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": 0.9915458459872752, "total_loss": 0.73441058996832}
{"data_time": 0.01991458865813911, "eta_seconds": 130544.14381011855, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29617105476883093, "fast_rcnn/fg_cls_accuracy": 0.6775906457841665, "iteration": 138379, "loss_box_reg": 0.20555511862039566, "loss_cls": 0.1760283298790455, "loss_mask": 0.24072887934744358, "loss_rpn_cls": 0.031591092236340046, "loss_rpn_loc": 0.06784407142549753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961084579180509, "mask_rcnn/false_negative": 0.0934032400488675, "mask_rcnn/false_positive": 0.10543015368496753, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9794769317377359, "total_loss": 0.7555360633414239}
{"data_time": 0.016670918557792902, "eta_seconds": 130557.15345926583, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3355975175963066, "fast_rcnn/fg_cls_accuracy": 0.6382502081283585, "iteration": 138399, "loss_box_reg": 0.2227494055405259, "loss_cls": 0.18861906696110964, "loss_mask": 0.23912680707871914, "loss_rpn_cls": 0.036544173723086715, "loss_rpn_loc": 0.08609982021152973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928586160483436, "mask_rcnn/false_negative": 0.08562098006977442, "mask_rcnn/false_positive": 0.1310286674722349, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0028510636184365, "total_loss": 0.7935197541955858}
{"data_time": 0.015194485895335674, "eta_seconds": 130595.24704640731, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2988091040858699, "fast_rcnn/fg_cls_accuracy": 0.6807960459559426, "iteration": 138419, "loss_box_reg": 0.22267504688352346, "loss_cls": 0.1812516264617443, "loss_mask": 0.23783453833311796, "loss_rpn_cls": 0.035220432677306235, "loss_rpn_loc": 0.0708729641046375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910022151778646, "mask_rcnn/false_negative": 0.09149410044618331, "mask_rcnn/false_positive": 0.13459463198935892, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.0105224740691483, "total_loss": 0.755520784528926}
{"data_time": 0.01643844903446734, "eta_seconds": 130575.39672765881, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3193751908008548, "fast_rcnn/fg_cls_accuracy": 0.6315144532886467, "iteration": 138439, "loss_box_reg": 0.20846815034747124, "loss_cls": 0.17920185066759586, "loss_mask": 0.23905408382415771, "loss_rpn_cls": 0.03486163355410099, "loss_rpn_loc": 0.07015699124895036, "lr": 0.0001, "mask_rcnn/accuracy": 0.9082239978854331, "mask_rcnn/false_negative": 0.08898607592963481, "mask_rcnn/false_positive": 0.10606440601972199, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9862462638411671, "total_loss": 0.7418779066065326}
{"data_time": 0.018774824682623148, "eta_seconds": 130621.0517451074, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.35060451939592674, "fast_rcnn/fg_cls_accuracy": 0.6012474241978216, "iteration": 138459, "loss_box_reg": 0.22460214979946613, "loss_cls": 0.18556462600827217, "loss_mask": 0.2295517846941948, "loss_rpn_cls": 0.03236690443009138, "loss_rpn_loc": 0.06895066169090569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954851654564784, "mask_rcnn/false_negative": 0.0872471075018222, "mask_rcnn/false_positive": 0.12489194815746552, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.0267321020364761, "total_loss": 0.7688317316933535}
{"data_time": 0.013187548145651817, "eta_seconds": 130618.40644799173, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2772902772902773, "fast_rcnn/fg_cls_accuracy": 0.6833642547928263, "iteration": 138479, "loss_box_reg": 0.21589964628219604, "loss_cls": 0.16975952498614788, "loss_mask": 0.24278921075165272, "loss_rpn_cls": 0.03167281369678676, "loss_rpn_loc": 0.06805206555873156, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009332308352767, "mask_rcnn/false_negative": 0.08742872558099626, "mask_rcnn/false_positive": 0.10532086910918634, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9769320664927363, "total_loss": 0.7450860579265282}
{"data_time": 0.01462083449587226, "eta_seconds": 130581.33118809201, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.26938652766639937, "fast_rcnn/fg_cls_accuracy": 0.6879163504511341, "iteration": 138499, "loss_box_reg": 0.2218097746372223, "loss_cls": 0.1750694727525115, "loss_mask": 0.23391452617943287, "loss_rpn_cls": 0.036521584319416434, "loss_rpn_loc": 0.0691878772340715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990615786348126, "mask_rcnn/false_negative": 0.09127700748977277, "mask_rcnn/false_positive": 0.11141038038890325, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.000001871958375, "total_loss": 0.7520179399871267}
{"data_time": 0.01527293142862618, "eta_seconds": 130495.99545266479, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33116370477374274, "fast_rcnn/fg_cls_accuracy": 0.6413348502085703, "iteration": 138519, "loss_box_reg": 0.2122024828568101, "loss_cls": 0.1660728082060814, "loss_mask": 0.23857861012220383, "loss_rpn_cls": 0.03538085659965873, "loss_rpn_loc": 0.07617581798695028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935854761339752, "mask_rcnn/false_negative": 0.08759792404944308, "mask_rcnn/false_positive": 0.1159590021106123, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9881754163652658, "total_loss": 0.7414560462348163}
{"data_time": 0.01822400907985866, "eta_seconds": 130441.43327746075, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.30688757396449706, "fast_rcnn/fg_cls_accuracy": 0.6784719805081796, "iteration": 138539, "loss_box_reg": 0.19726950861513615, "loss_cls": 0.17015228513628244, "loss_mask": 0.2287924885749817, "loss_rpn_cls": 0.03939712548162788, "loss_rpn_loc": 0.08199444314232096, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046543016653941, "mask_rcnn/false_negative": 0.1010127942270857, "mask_rcnn/false_positive": 0.0934824718967198, "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": 0.9951270390301943, "total_loss": 0.7018843011464924}
{"data_time": 0.021067799534648657, "eta_seconds": 130398.4213577956, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3123282967032967, "fast_rcnn/fg_cls_accuracy": 0.6361159546643418, "iteration": 138559, "loss_box_reg": 0.20538506656885147, "loss_cls": 0.1784813990816474, "loss_mask": 0.2385181449353695, "loss_rpn_cls": 0.037396865198388696, "loss_rpn_loc": 0.08391310181468725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978075897718755, "mask_rcnn/false_negative": 0.08838212450386432, "mask_rcnn/false_positive": 0.12182790438086652, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9903582059778273, "total_loss": 0.7411426805192605}
{"data_time": 0.023010608507320285, "eta_seconds": 130358.35982914548, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2751146788990826, "fast_rcnn/fg_cls_accuracy": 0.6953945646891705, "iteration": 138579, "loss_box_reg": 0.20810696482658386, "loss_cls": 0.16855437122285366, "loss_mask": 0.2238520961254835, "loss_rpn_cls": 0.027904209156986326, "loss_rpn_loc": 0.06604531826451421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965428113710399, "mask_rcnn/false_negative": 0.08815689065707509, "mask_rcnn/false_positive": 0.11208990714295994, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9825815327931195, "total_loss": 0.6801070349174552}
{"data_time": 0.02129468647763133, "eta_seconds": 130328.61990756355, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.26577425517633085, "fast_rcnn/fg_cls_accuracy": 0.6919282511210763, "iteration": 138599, "loss_box_reg": 0.2138492614030838, "loss_cls": 0.15799363888800144, "loss_mask": 0.230091854929924, "loss_rpn_cls": 0.029858544177841395, "loss_rpn_loc": 0.05898463958874345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995706754635326, "mask_rcnn/false_negative": 0.0906122664058328, "mask_rcnn/false_positive": 0.12043290916416605, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9826893925201148, "total_loss": 0.7269488433375955}
{"data_time": 0.018011460080742836, "eta_seconds": 130209.56982899457, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3446948873007147, "fast_rcnn/fg_cls_accuracy": 0.598947919088584, "iteration": 138619, "loss_box_reg": 0.21839421894401312, "loss_cls": 0.17943166568875313, "loss_mask": 0.24493333883583546, "loss_rpn_cls": 0.02988112941966392, "loss_rpn_loc": 0.07629181875381619, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014827043257494, "mask_rcnn/false_negative": 0.09130758724984331, "mask_rcnn/false_positive": 0.11613155033920108, "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": 0.9699329729191959, "total_loss": 0.758055655984208}
{"data_time": 0.01417109346948564, "eta_seconds": 130156.76501523703, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31329373972807406, "fast_rcnn/fg_cls_accuracy": 0.648897621720935, "iteration": 138639, "loss_box_reg": 0.22753254137933254, "loss_cls": 0.19411675911396742, "loss_mask": 0.24057507142424583, "loss_rpn_cls": 0.034018080215901136, "loss_rpn_loc": 0.08911512000486255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976600923098637, "mask_rcnn/false_negative": 0.094767730758459, "mask_rcnn/false_positive": 0.11353177685150258, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9873745203949511, "total_loss": 0.7985710221109912}
{"data_time": 0.016248823376372457, "eta_seconds": 130015.26754867751, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3295306896730939, "fast_rcnn/fg_cls_accuracy": 0.6686242918767216, "iteration": 138659, "loss_box_reg": 0.2036664132028818, "loss_cls": 0.16492756828665733, "loss_mask": 0.22898914851248264, "loss_rpn_cls": 0.03487074899021536, "loss_rpn_loc": 0.060423525515943766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911949358547766, "mask_rcnn/false_negative": 0.09610057912559088, "mask_rcnn/false_positive": 0.11902189092849433, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9739063642919064, "total_loss": 0.6888003380736336}
{"data_time": 0.0136665899772197, "eta_seconds": 130006.83311184868, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2920308762774516, "fast_rcnn/fg_cls_accuracy": 0.6972575774248371, "iteration": 138679, "loss_box_reg": 0.2126266760751605, "loss_cls": 0.17701558396220207, "loss_mask": 0.2440927717834711, "loss_rpn_cls": 0.03366324934177101, "loss_rpn_loc": 0.06572596076875925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865754785022985, "mask_rcnn/false_negative": 0.10556503268726056, "mask_rcnn/false_positive": 0.11670506511557355, "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": 1.0186554053798318, "total_loss": 0.7342543515842408}
{"data_time": 0.02351974230259657, "eta_seconds": 130010.0612845039, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2978959025470653, "fast_rcnn/fg_cls_accuracy": 0.6794463767457015, "iteration": 138699, "loss_box_reg": 0.21641883254051208, "loss_cls": 0.17674566991627216, "loss_mask": 0.2517604436725378, "loss_rpn_cls": 0.03592091065365821, "loss_rpn_loc": 0.0778087138896808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944606539725233, "mask_rcnn/false_negative": 0.08672956784506039, "mask_rcnn/false_positive": 0.12135370029678579, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9914235861506313, "total_loss": 0.7868635593913496}
{"data_time": 0.019578259205445647, "eta_seconds": 130033.16862467676, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2612684365781711, "fast_rcnn/fg_cls_accuracy": 0.7272566371681416, "iteration": 138719, "loss_box_reg": 0.19802986085414886, "loss_cls": 0.16510347416624427, "loss_mask": 0.2325493860989809, "loss_rpn_cls": 0.02941664436366409, "loss_rpn_loc": 0.06701077258912846, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041495181191375, "mask_rcnn/false_negative": 0.07837438912007585, "mask_rcnn/false_positive": 0.0966236969294863, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.00316170649603, "total_loss": 0.7065076743019745}
{"data_time": 0.021899077808484435, "eta_seconds": 130090.63887771219, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.34264377411276314, "fast_rcnn/fg_cls_accuracy": 0.6299607427295084, "iteration": 138739, "loss_box_reg": 0.21057257894426584, "loss_cls": 0.16133644431829453, "loss_mask": 0.2332371398806572, "loss_rpn_cls": 0.03335012076422572, "loss_rpn_loc": 0.07079253206029534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856217097250041, "mask_rcnn/false_negative": 0.09911249172783501, "mask_rcnn/false_positive": 0.12434635367368446, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0075674299150705, "total_loss": 0.7193472989602014}
{"data_time": 0.01643503806553781, "eta_seconds": 130060.49399300478, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.31518603414765944, "fast_rcnn/fg_cls_accuracy": 0.6499591571439864, "iteration": 138759, "loss_box_reg": 0.21369386184960604, "loss_cls": 0.18191061541438103, "loss_mask": 0.24353734962642193, "loss_rpn_cls": 0.03487174102338031, "loss_rpn_loc": 0.06900880206376314, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024384313842839, "mask_rcnn/false_negative": 0.08357770782988201, "mask_rcnn/false_positive": 0.12581599296518836, "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": 1.0084669489879161, "total_loss": 0.7145662417751737}
{"data_time": 0.016937515465542674, "eta_seconds": 130059.47705326136, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3248983767195197, "fast_rcnn/fg_cls_accuracy": 0.6122429367672497, "iteration": 138779, "loss_box_reg": 0.21055380441248417, "loss_cls": 0.17609241139143705, "loss_mask": 0.24085801653563976, "loss_rpn_cls": 0.04028830913011916, "loss_rpn_loc": 0.06290520750917494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948827476887353, "mask_rcnn/false_negative": 0.08530858302144709, "mask_rcnn/false_positive": 0.11799991350822166, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9775476446375251, "total_loss": 0.7459346151445061}
{"data_time": 0.019474340602755547, "eta_seconds": 130031.173402071, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3017307584243355, "fast_rcnn/fg_cls_accuracy": 0.6594037640918335, "iteration": 138799, "loss_box_reg": 0.2151552513241768, "loss_cls": 0.18165011052042246, "loss_mask": 0.2401246316730976, "loss_rpn_cls": 0.030882151098921895, "loss_rpn_loc": 0.07441838015802205, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029362934949272, "mask_rcnn/false_negative": 0.08487122025383806, "mask_rcnn/false_positive": 0.10964249576385376, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9891529930755496, "total_loss": 0.7337870310875587}
{"data_time": 0.013573470059782267, "eta_seconds": 130045.6801018538, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3598579498129723, "fast_rcnn/fg_cls_accuracy": 0.6227766798418972, "iteration": 138819, "loss_box_reg": 0.19325106777250767, "loss_cls": 0.16719056107103825, "loss_mask": 0.23489981889724731, "loss_rpn_cls": 0.035612878506071866, "loss_rpn_loc": 0.08498291485011578, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024610333003599, "mask_rcnn/false_negative": 0.09194389944350158, "mask_rcnn/false_positive": 0.1120206725185846, "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": 0.9931935372296721, "total_loss": 0.7320662300335243}
{"data_time": 0.018018898786976933, "eta_seconds": 130025.85304283537, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3129182593177625, "fast_rcnn/fg_cls_accuracy": 0.6555264570846254, "iteration": 138839, "loss_box_reg": 0.213171293027699, "loss_cls": 0.17324794735759497, "loss_mask": 0.24107773788273335, "loss_rpn_cls": 0.030325994128361344, "loss_rpn_loc": 0.06788943253923208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869644904631278, "mask_rcnn/false_negative": 0.10664939165133552, "mask_rcnn/false_positive": 0.12183199666338113, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0083998457994312, "total_loss": 0.7216986843850464}
{"data_time": 0.023298362037166953, "eta_seconds": 129980.1845813496, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3295525737528636, "fast_rcnn/fg_cls_accuracy": 0.6174222340049487, "iteration": 138859, "loss_box_reg": 0.23059241101145744, "loss_cls": 0.18521777540445328, "loss_mask": 0.2441202886402607, "loss_rpn_cls": 0.03619097115006298, "loss_rpn_loc": 0.0879743816331029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851540860664755, "mask_rcnn/false_negative": 0.10403422139994356, "mask_rcnn/false_positive": 0.11539579743332737, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0328126489184797, "total_loss": 0.8345346216810867}
{"data_time": 0.015105917351320386, "eta_seconds": 130022.50704668462, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2585683642320884, "fast_rcnn/fg_cls_accuracy": 0.7056024373283676, "iteration": 138879, "loss_box_reg": 0.2034056857228279, "loss_cls": 0.17348609119653702, "loss_mask": 0.237927058711648, "loss_rpn_cls": 0.028670997358858585, "loss_rpn_loc": 0.059592540143057704, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066532009669388, "mask_rcnn/false_negative": 0.07999276032867461, "mask_rcnn/false_positive": 0.10321823810652157, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9967128022108227, "total_loss": 0.70228213572409}
{"data_time": 0.015555095626041293, "eta_seconds": 129932.06427600235, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.28807376633904147, "fast_rcnn/fg_cls_accuracy": 0.6824375713018127, "iteration": 138899, "loss_box_reg": 0.21605820581316948, "loss_cls": 0.17349580768495798, "loss_mask": 0.2512665465474129, "loss_rpn_cls": 0.041416835971176624, "loss_rpn_loc": 0.07679600967094302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8776977459307446, "mask_rcnn/false_negative": 0.11054539793893545, "mask_rcnn/false_positive": 0.1175577919893866, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9611320404801518, "total_loss": 0.768169415416196}
{"data_time": 0.016550365602597594, "eta_seconds": 129855.42117284611, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2940159003008165, "fast_rcnn/fg_cls_accuracy": 0.6586338242762824, "iteration": 138919, "loss_box_reg": 0.19226342998445034, "loss_cls": 0.171172471717, "loss_mask": 0.24297607690095901, "loss_rpn_cls": 0.03662187559530139, "loss_rpn_loc": 0.08198166941292584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968133009973815, "mask_rcnn/false_negative": 0.08790159143655846, "mask_rcnn/false_positive": 0.11584097569157364, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9388375726994127, "total_loss": 0.7388800967601128}
{"data_time": 0.013757150387391448, "eta_seconds": 129600.61198623385, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2681063122923588, "fast_rcnn/fg_cls_accuracy": 0.6994462901439646, "iteration": 138939, "loss_box_reg": 0.22934156097471714, "loss_cls": 0.17543016653507948, "loss_mask": 0.23646667040884495, "loss_rpn_cls": 0.0299522916902788, "loss_rpn_loc": 0.07526291371323168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957548257382725, "mask_rcnn/false_negative": 0.09735051249891583, "mask_rcnn/false_positive": 0.10301285274486208, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9699027901515365, "total_loss": 0.7475658223847859}
{"data_time": 0.013693860499188304, "eta_seconds": 129464.54021472484, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29015963475051, "fast_rcnn/fg_cls_accuracy": 0.6916754553198394, "iteration": 138959, "loss_box_reg": 0.22412806563079357, "loss_cls": 0.1909731812775135, "loss_mask": 0.2330886647105217, "loss_rpn_cls": 0.03386926485109143, "loss_rpn_loc": 0.0577159128151834, "lr": 0.0001, "mask_rcnn/accuracy": 0.90633178114175, "mask_rcnn/false_negative": 0.08230165336274328, "mask_rcnn/false_positive": 0.11408092181914742, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.976263812975958, "total_loss": 0.75170270196395}
{"data_time": 0.018110822420567274, "eta_seconds": 129411.94290280342, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3290441176470589, "fast_rcnn/fg_cls_accuracy": 0.6451576576576576, "iteration": 138979, "loss_box_reg": 0.21111474372446537, "loss_cls": 0.18670697323977947, "loss_mask": 0.24379799515008926, "loss_rpn_cls": 0.036178600043058395, "loss_rpn_loc": 0.0772336907684803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924529134658445, "mask_rcnn/false_negative": 0.09071650754307797, "mask_rcnn/false_positive": 0.12043530161543373, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9816334939096123, "total_loss": 0.7539007568266243}
{"data_time": 0.018147571478039026, "eta_seconds": 129368.19435562938, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3007324257622801, "fast_rcnn/fg_cls_accuracy": 0.6849324145242512, "iteration": 138999, "loss_box_reg": 0.22305288165807724, "loss_cls": 0.17308892449364066, "loss_mask": 0.2380674071609974, "loss_rpn_cls": 0.03221776953432709, "loss_rpn_loc": 0.07574876071885228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894542975920527, "mask_rcnn/false_negative": 0.09002235803432802, "mask_rcnn/false_positive": 0.1309367214963686, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9881403311155736, "total_loss": 0.7411202531075105}
{"data_time": 0.021656378637999296, "eta_seconds": 129416.83093694039, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2578375983161626, "fast_rcnn/fg_cls_accuracy": 0.6959739987418747, "iteration": 139019, "loss_box_reg": 0.21790343429893255, "loss_cls": 0.18365090433508158, "loss_mask": 0.2321999054402113, "loss_rpn_cls": 0.03613271203357726, "loss_rpn_loc": 0.07388110901229084, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039704159077706, "mask_rcnn/false_negative": 0.08979185993350638, "mask_rcnn/false_positive": 0.10569167218374526, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.022631570464, "total_loss": 0.7497722774860449}
{"data_time": 0.016398431034758687, "eta_seconds": 129463.23663989082, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.30096841036918, "fast_rcnn/fg_cls_accuracy": 0.6543150540407474, "iteration": 139039, "loss_box_reg": 0.22789097670465708, "loss_cls": 0.17826986405998468, "loss_mask": 0.24138453975319862, "loss_rpn_cls": 0.038912906660698354, "loss_rpn_loc": 0.08188400347717106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830427217357182, "mask_rcnn/false_negative": 0.09361393663748102, "mask_rcnn/false_positive": 0.13637130749857185, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0055665681138635, "total_loss": 0.7326371027156711}
{"data_time": 0.013500069500878453, "eta_seconds": 129443.46522317734, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30877056277056275, "fast_rcnn/fg_cls_accuracy": 0.6597500000000001, "iteration": 139059, "loss_box_reg": 0.20584822911769152, "loss_cls": 0.17158559057861567, "loss_mask": 0.24158867821097374, "loss_rpn_cls": 0.04443194228224456, "loss_rpn_loc": 0.07329268474131823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877351791892608, "mask_rcnn/false_negative": 0.09864685402507917, "mask_rcnn/false_positive": 0.12815920807938264, "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": 0.9914005510509014, "total_loss": 0.7338024984928779}
{"data_time": 0.013175975065678358, "eta_seconds": 129289.1908781603, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3015837104072398, "fast_rcnn/fg_cls_accuracy": 0.6742416385792067, "iteration": 139079, "loss_box_reg": 0.23759452253580093, "loss_cls": 0.18737754644826055, "loss_mask": 0.24848248809576035, "loss_rpn_cls": 0.03748293675016612, "loss_rpn_loc": 0.07500252826139331, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996962673863357, "mask_rcnn/false_negative": 0.08547977470526381, "mask_rcnn/false_positive": 0.11308304216389962, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9780964758247137, "total_loss": 0.8169413697905838}
{"data_time": 0.01699438993819058, "eta_seconds": 129232.98202396836, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.29583333333333334, "fast_rcnn/fg_cls_accuracy": 0.6486047400611621, "iteration": 139099, "loss_box_reg": 0.20258318074047565, "loss_cls": 0.170212727971375, "loss_mask": 0.22309232875704765, "loss_rpn_cls": 0.030874705757014453, "loss_rpn_loc": 0.07299538346705958, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062250975587539, "mask_rcnn/false_negative": 0.07910798042423556, "mask_rcnn/false_positive": 0.11947963756772441, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.003784732427448, "total_loss": 0.6940844396594912}
{"data_time": 0.0183504787273705, "eta_seconds": 129224.651741907, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2702890319323489, "fast_rcnn/fg_cls_accuracy": 0.6481418415563407, "iteration": 139119, "loss_box_reg": 0.22725955210626125, "loss_cls": 0.1840932797640562, "loss_mask": 0.24247919768095016, "loss_rpn_cls": 0.038785205339081585, "loss_rpn_loc": 0.07756897411309183, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995177613508993, "mask_rcnn/false_negative": 0.07723278784192361, "mask_rcnn/false_positive": 0.11487883016329549, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0182530351448804, "total_loss": 0.7595342882559635}
{"data_time": 0.01579739712178707, "eta_seconds": 129193.49142594729, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2546601663320906, "fast_rcnn/fg_cls_accuracy": 0.7071466291145925, "iteration": 139139, "loss_box_reg": 0.20799292251467705, "loss_cls": 0.15990424156188965, "loss_mask": 0.2342240009456873, "loss_rpn_cls": 0.03528443572577089, "loss_rpn_loc": 0.09722811332903802, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049918505908037, "mask_rcnn/false_negative": 0.07939909924561711, "mask_rcnn/false_positive": 0.11271230402157104, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9839534140191972, "total_loss": 0.7390464502386749}
{"data_time": 0.015040749916806817, "eta_seconds": 129168.2267084159, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29083245521601686, "fast_rcnn/fg_cls_accuracy": 0.6595293956857475, "iteration": 139159, "loss_box_reg": 0.20185766043141484, "loss_cls": 0.16443655919283628, "loss_mask": 0.24409991316497326, "loss_rpn_cls": 0.03364963177591562, "loss_rpn_loc": 0.06965118809603155, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075411283660781, "mask_rcnn/false_negative": 0.08693003330572097, "mask_rcnn/false_positive": 0.09502686099337543, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.021966140717268, "total_loss": 0.7168623100733384}
{"data_time": 0.01620238507166505, "eta_seconds": 129148.48225309514, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24465891062929665, "fast_rcnn/fg_cls_accuracy": 0.716772050155396, "iteration": 139179, "loss_box_reg": 0.22023127228021622, "loss_cls": 0.18246658518910408, "loss_mask": 0.24473237060010433, "loss_rpn_cls": 0.03616248187609017, "loss_rpn_loc": 0.08893509558402002, "lr": 0.0001, "mask_rcnn/accuracy": 0.892532952198303, "mask_rcnn/false_negative": 0.09424168098475039, "mask_rcnn/false_positive": 0.11031179798895221, "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": 0.9826947934925556, "total_loss": 0.7738611770328134}
{"data_time": 0.013842602027580142, "eta_seconds": 129194.64304447174, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2978594133206879, "fast_rcnn/fg_cls_accuracy": 0.6601762656282025, "iteration": 139199, "loss_box_reg": 0.2246035523712635, "loss_cls": 0.17218113970011473, "loss_mask": 0.24001486040651798, "loss_rpn_cls": 0.031689412717241794, "loss_rpn_loc": 0.07632304856088012, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055693506201762, "mask_rcnn/false_negative": 0.09031916606261237, "mask_rcnn/false_positive": 0.11930609006232237, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0081944975536317, "total_loss": 0.7684822328737937}
{"data_time": 0.01715649268589914, "eta_seconds": 129174.88851189613, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.215011978128486, "fast_rcnn/fg_cls_accuracy": 0.7833101695225207, "iteration": 139219, "loss_box_reg": 0.22849052213132381, "loss_cls": 0.17711045034229755, "loss_mask": 0.2342026624828577, "loss_rpn_cls": 0.040877183666452765, "loss_rpn_loc": 0.08635665196925402, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083018888883454, "mask_rcnn/false_negative": 0.08990448240572016, "mask_rcnn/false_positive": 0.09785185408489393, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0083173629827797, "total_loss": 0.7900416320189834}
{"data_time": 0.021768131060525775, "eta_seconds": 129360.45586896129, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2652605459057072, "fast_rcnn/fg_cls_accuracy": 0.7080104433432002, "iteration": 139239, "loss_box_reg": 0.1915763858705759, "loss_cls": 0.1641633752733469, "loss_mask": 0.2292741034179926, "loss_rpn_cls": 0.03001046646386385, "loss_rpn_loc": 0.0597511378582567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977143650013197, "mask_rcnn/false_negative": 0.1006877624705205, "mask_rcnn/false_positive": 0.10623831865853206, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0442004560027272, "total_loss": 0.6887406582245603}
{"data_time": 0.017928097397089005, "eta_seconds": 129340.66993199755, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.295619794494947, "fast_rcnn/fg_cls_accuracy": 0.6775137972809261, "iteration": 139259, "loss_box_reg": 0.20953792706131935, "loss_cls": 0.16942826379090548, "loss_mask": 0.23500955291092396, "loss_rpn_cls": 0.03467974241357297, "loss_rpn_loc": 0.07565946388058364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894583709778437, "mask_rcnn/false_negative": 0.0859801642533425, "mask_rcnn/false_positive": 0.14255244585887922, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0004941481165588, "total_loss": 0.7479174684267491}
{"data_time": 0.014714692952111363, "eta_seconds": 129298.97138219327, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.335018139218502, "fast_rcnn/fg_cls_accuracy": 0.643125607409905, "iteration": 139279, "loss_box_reg": 0.21513634361326694, "loss_cls": 0.17859266512095928, "loss_mask": 0.2402596715837717, "loss_rpn_cls": 0.03172164177522063, "loss_rpn_loc": 0.07092308416031301, "lr": 0.0001, "mask_rcnn/accuracy": 0.885459403575481, "mask_rcnn/false_negative": 0.10663396337512668, "mask_rcnn/false_positive": 0.12241240775546611, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9681951201055199, "total_loss": 0.7562774573452771}
{"data_time": 0.019060976104810834, "eta_seconds": 129301.09805807006, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.320277758170396, "fast_rcnn/fg_cls_accuracy": 0.6497573161584667, "iteration": 139299, "loss_box_reg": 0.21608786657452583, "loss_cls": 0.17195531725883484, "loss_mask": 0.23557298071682453, "loss_rpn_cls": 0.038585534726735204, "loss_rpn_loc": 0.08071163622662425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824819838622118, "mask_rcnn/false_negative": 0.1062413860191583, "mask_rcnn/false_positive": 0.11750931302172707, "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": 0.9944589065853506, "total_loss": 0.7379514575004578}
{"data_time": 0.014541245298460126, "eta_seconds": 129281.31212110631, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.36616752725186463, "fast_rcnn/fg_cls_accuracy": 0.6152236884454458, "iteration": 139319, "loss_box_reg": 0.22959387116134167, "loss_cls": 0.1898676473647356, "loss_mask": 0.24527313187718391, "loss_rpn_cls": 0.032068092725239694, "loss_rpn_loc": 0.061882522073574364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978838818413375, "mask_rcnn/false_negative": 0.09124292824882199, "mask_rcnn/false_positive": 0.10579375935346527, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9745662324130535, "total_loss": 0.759679529350251}
{"data_time": 0.015087659005075693, "eta_seconds": 129475.80613929313, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.35672543419022296, "fast_rcnn/fg_cls_accuracy": 0.630986249407302, "iteration": 139339, "loss_box_reg": 0.21705990098416805, "loss_cls": 0.19151968322694302, "loss_mask": 0.2470901608467102, "loss_rpn_cls": 0.035519625060260296, "loss_rpn_loc": 0.08024052670225501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888206466790566, "mask_rcnn/false_negative": 0.0941571967297962, "mask_rcnn/false_positive": 0.12576651779976278, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0127612804062665, "total_loss": 0.7708204281516373}
{"data_time": 0.01921044895425439, "eta_seconds": 129465.88643131778, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3241954039114453, "fast_rcnn/fg_cls_accuracy": 0.6372188368762461, "iteration": 139359, "loss_box_reg": 0.2244044253602624, "loss_cls": 0.1763803604990244, "loss_mask": 0.24535793252289295, "loss_rpn_cls": 0.036656540585681796, "loss_rpn_loc": 0.07892218302004039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902175425452932, "mask_rcnn/false_negative": 0.09338361276166754, "mask_rcnn/false_positive": 0.12408233137100885, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9943665156606585, "total_loss": 0.7738362234667875}
{"data_time": 0.02020609611645341, "eta_seconds": 129606.1542666424, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.23809523809523808, "fast_rcnn/fg_cls_accuracy": 0.7366916535562615, "iteration": 139379, "loss_box_reg": 0.21751716546714306, "loss_cls": 0.16260234359651804, "loss_mask": 0.2399600613862276, "loss_rpn_cls": 0.028605364030227065, "loss_rpn_loc": 0.06588487408589572, "lr": 0.0001, "mask_rcnn/accuracy": 0.897899025848916, "mask_rcnn/false_negative": 0.09201935444123653, "mask_rcnn/false_positive": 0.1291826465904179, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0237858411855996, "total_loss": 0.7379247166973073}
{"data_time": 0.013363607926294208, "eta_seconds": 129416.34992952459, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29503150953632984, "fast_rcnn/fg_cls_accuracy": 0.680297695262484, "iteration": 139399, "loss_box_reg": 0.21164649538695812, "loss_cls": 0.18187361024320126, "loss_mask": 0.25590876303613186, "loss_rpn_cls": 0.034192404127679765, "loss_rpn_loc": 0.060761177563108504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899828521970012, "mask_rcnn/false_negative": 0.10069132944339712, "mask_rcnn/false_positive": 0.1263323497870247, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9723156718537211, "total_loss": 0.740684894262813}
{"data_time": 0.017783645074814558, "eta_seconds": 129360.09228524752, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.29395777178796045, "fast_rcnn/fg_cls_accuracy": 0.6791666666666667, "iteration": 139419, "loss_box_reg": 0.22274687606841326, "loss_cls": 0.1730148997157812, "loss_mask": 0.23351669125258923, "loss_rpn_cls": 0.035469651222229004, "loss_rpn_loc": 0.09050017723347992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879286450156986, "mask_rcnn/false_negative": 0.10099958688478371, "mask_rcnn/false_positive": 0.12044984723499519, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9976179855875671, "total_loss": 0.7613221812644042}
{"data_time": 0.018705442547798157, "eta_seconds": 129363.31610798836, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27244071924922986, "fast_rcnn/fg_cls_accuracy": 0.6612021857923497, "iteration": 139439, "loss_box_reg": 0.20385405700653791, "loss_cls": 0.17784810345619917, "loss_mask": 0.23150956630706787, "loss_rpn_cls": 0.038664284511469305, "loss_rpn_loc": 0.08739295951090753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987819748271524, "mask_rcnn/false_negative": 0.07979757323024267, "mask_rcnn/false_positive": 0.13000536188475148, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9902818705886602, "total_loss": 0.7441665770020336}
{"data_time": 0.018947731470689178, "eta_seconds": 129277.79700149316, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.23343920755834296, "fast_rcnn/fg_cls_accuracy": 0.757204258313194, "iteration": 139459, "loss_box_reg": 0.20963245630264282, "loss_cls": 0.1676480113528669, "loss_mask": 0.23005673103034496, "loss_rpn_cls": 0.03287386643933132, "loss_rpn_loc": 0.07576199644245207, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072804071883891, "mask_rcnn/false_negative": 0.07311797598813788, "mask_rcnn/false_positive": 0.10875333203133916, "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": 0.9947177050635219, "total_loss": 0.738705042982474}
{"data_time": 0.021891884738579392, "eta_seconds": 129337.07498316653, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.33005251961175375, "fast_rcnn/fg_cls_accuracy": 0.645871250421301, "iteration": 139479, "loss_box_reg": 0.25498154386878014, "loss_cls": 0.19297918491065502, "loss_mask": 0.25672694109380245, "loss_rpn_cls": 0.03516805300023407, "loss_rpn_loc": 0.08174287783913314, "lr": 0.0001, "mask_rcnn/accuracy": 0.89258671812881, "mask_rcnn/false_negative": 0.09253574656464074, "mask_rcnn/false_positive": 0.11704309146441709, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.0062286765314639, "total_loss": 0.8275963547639549}
{"data_time": 0.015933265909552574, "eta_seconds": 129327.14466692414, "fast_rcnn/cls_accuracy": 0.959228515625, "fast_rcnn/false_negative": 0.2253861386138614, "fast_rcnn/fg_cls_accuracy": 0.7279305993690852, "iteration": 139499, "loss_box_reg": 0.20192698948085308, "loss_cls": 0.180693244561553, "loss_mask": 0.23481931909918785, "loss_rpn_cls": 0.03481402201578021, "loss_rpn_loc": 0.053220818226691335, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069825075903364, "mask_rcnn/false_negative": 0.07309637281751374, "mask_rcnn/false_positive": 0.12246072743428957, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0027476665563881, "total_loss": 0.698909955099225}
{"data_time": 0.019261294277384877, "eta_seconds": 129378.7577309832, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2683862433862434, "fast_rcnn/fg_cls_accuracy": 0.6773879142300195, "iteration": 139519, "loss_box_reg": 0.2168546114116907, "loss_cls": 0.17671758122742176, "loss_mask": 0.2449522651731968, "loss_rpn_cls": 0.03615434351377189, "loss_rpn_loc": 0.081735176499933, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005926299918116, "mask_rcnn/false_negative": 0.08362003758162712, "mask_rcnn/false_positive": 0.11616634283352843, "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": 1.003689409699291, "total_loss": 0.7642354496056214}
{"data_time": 0.02320909150876105, "eta_seconds": 129447.39615392871, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3165223038582819, "fast_rcnn/fg_cls_accuracy": 0.6540676913522745, "iteration": 139539, "loss_box_reg": 0.1991540677845478, "loss_cls": 0.1867368808016181, "loss_mask": 0.24545071832835674, "loss_rpn_cls": 0.038685230538249016, "loss_rpn_loc": 0.07865613664034754, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004933249308813, "mask_rcnn/false_negative": 0.09460775898654133, "mask_rcnn/false_positive": 0.12779916409253705, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.010864231036976, "total_loss": 0.7423524513142183}
{"data_time": 0.015212364960461855, "eta_seconds": 129355.98790761083, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3058388370888371, "fast_rcnn/fg_cls_accuracy": 0.6389168554408927, "iteration": 139559, "loss_box_reg": 0.2233119225129485, "loss_cls": 0.17576881498098373, "loss_mask": 0.24558241665363312, "loss_rpn_cls": 0.031923623755574226, "loss_rpn_loc": 0.0808146022609435, "lr": 0.0001, "mask_rcnn/accuracy": 0.896463356422135, "mask_rcnn/false_negative": 0.07488568886506389, "mask_rcnn/false_positive": 0.12024871096445733, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9710113485343754, "total_loss": 0.761543364264071}
{"data_time": 0.01804907852783799, "eta_seconds": 129482.30928610545, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33282051282051284, "fast_rcnn/fg_cls_accuracy": 0.6310957792207792, "iteration": 139579, "loss_box_reg": 0.2243000753223896, "loss_cls": 0.18691234849393368, "loss_mask": 0.24363466165959835, "loss_rpn_cls": 0.03128949576057494, "loss_rpn_loc": 0.07706028071697801, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861678612463753, "mask_rcnn/false_negative": 0.09377270717215622, "mask_rcnn/false_positive": 0.12429377454971335, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9947917570825666, "total_loss": 0.7640891789924353}
{"data_time": 0.013925170060247183, "eta_seconds": 129316.32032468915, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32462631030596845, "fast_rcnn/fg_cls_accuracy": 0.6329556650246306, "iteration": 139599, "loss_box_reg": 0.2081502340734005, "loss_cls": 0.1787410732358694, "loss_mask": 0.23216106928884983, "loss_rpn_cls": 0.03158921527210623, "loss_rpn_loc": 0.06602957611903548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968324693338462, "mask_rcnn/false_negative": 0.08742152309598422, "mask_rcnn/false_positive": 0.12149319049617394, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9444269090890884, "total_loss": 0.7196310407016426}
{"data_time": 0.012861095368862152, "eta_seconds": 129296.48653322831, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3177112742330134, "fast_rcnn/fg_cls_accuracy": 0.6390546336005967, "iteration": 139619, "loss_box_reg": 0.22973080817610025, "loss_cls": 0.18805747153237462, "loss_mask": 0.24408497847616673, "loss_rpn_cls": 0.030972880544140935, "loss_rpn_loc": 0.06969535129610449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963579523924352, "mask_rcnn/false_negative": 0.09125093268414552, "mask_rcnn/false_positive": 0.11894793566897624, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9791961745359004, "total_loss": 0.7682385127409361}
{"data_time": 0.015477337641641498, "eta_seconds": 129339.07450202852, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27062569213732, "fast_rcnn/fg_cls_accuracy": 0.6487067577143593, "iteration": 139639, "loss_box_reg": 0.22635078709572554, "loss_cls": 0.1930394358932972, "loss_mask": 0.24929628521203995, "loss_rpn_cls": 0.03708748961798847, "loss_rpn_loc": 0.08376260614022613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874384618531677, "mask_rcnn/false_negative": 0.10471795904344675, "mask_rcnn/false_positive": 0.11686823620909206, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9869632993359119, "total_loss": 0.7775818631052971}
{"data_time": 0.01904864190146327, "eta_seconds": 129457.94805992395, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3181853133410227, "fast_rcnn/fg_cls_accuracy": 0.66109468386285, "iteration": 139659, "loss_box_reg": 0.22265878412872553, "loss_cls": 0.16917474661022425, "loss_mask": 0.24047621712088585, "loss_rpn_cls": 0.03956720666610636, "loss_rpn_loc": 0.07640531228389591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924173202932822, "mask_rcnn/false_negative": 0.08339751677133493, "mask_rcnn/false_positive": 0.12710732612377443, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9936175039038062, "total_loss": 0.7637281338975299}
{"data_time": 0.014818795956671238, "eta_seconds": 129424.26106721163, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31497572195246615, "fast_rcnn/fg_cls_accuracy": 0.6256827317281626, "iteration": 139679, "loss_box_reg": 0.2086983621120453, "loss_cls": 0.1694181840866804, "loss_mask": 0.23398637399077415, "loss_rpn_cls": 0.032609477755613625, "loss_rpn_loc": 0.06739146169275045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843351355197393, "mask_rcnn/false_negative": 0.09470038424550681, "mask_rcnn/false_positive": 0.13431395333911678, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0108418629970402, "total_loss": 0.7212990879779682}
{"data_time": 0.016399603337049484, "eta_seconds": 129343.40253190603, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2993795682474928, "fast_rcnn/fg_cls_accuracy": 0.6713130950242501, "iteration": 139699, "loss_box_reg": 0.18575766682624817, "loss_cls": 0.1674278760328889, "loss_mask": 0.2362422365695238, "loss_rpn_cls": 0.032029176712967455, "loss_rpn_loc": 0.06132237450219691, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997158740854831, "mask_rcnn/false_negative": 0.0850075930960823, "mask_rcnn/false_positive": 0.10952074247968802, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9681855384260416, "total_loss": 0.6673954625148326}
{"data_time": 0.015083437087014318, "eta_seconds": 129384.53600242734, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.28660897585821576, "fast_rcnn/fg_cls_accuracy": 0.6987269968417524, "iteration": 139719, "loss_box_reg": 0.21471912786364555, "loss_cls": 0.17675118893384933, "loss_mask": 0.240387711673975, "loss_rpn_cls": 0.032742039882577956, "loss_rpn_loc": 0.08039066079072654, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980527495960069, "mask_rcnn/false_negative": 0.09851288420448123, "mask_rcnn/false_positive": 0.10192864231355238, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0207391288131475, "total_loss": 0.7492929684813134}
{"data_time": 0.016593345906585455, "eta_seconds": 129323.45965042245, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2791048605850297, "fast_rcnn/fg_cls_accuracy": 0.6600859656137545, "iteration": 139739, "loss_box_reg": 0.2252189451828599, "loss_cls": 0.18808655627071857, "loss_mask": 0.23069758154451847, "loss_rpn_cls": 0.03444603857496986, "loss_rpn_loc": 0.06477372930385172, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040439387379393, "mask_rcnn/false_negative": 0.09103217681311615, "mask_rcnn/false_positive": 0.10365038872467836, "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": 0.9770114531274885, "total_loss": 0.7209431994124316}
{"data_time": 0.015581840882077813, "eta_seconds": 129303.60344596207, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36525025975421876, "fast_rcnn/fg_cls_accuracy": 0.5826481563468471, "iteration": 139759, "loss_box_reg": 0.23390042409300804, "loss_cls": 0.19650857988744974, "loss_mask": 0.24516788311302662, "loss_rpn_cls": 0.032545356545597315, "loss_rpn_loc": 0.0669017379404977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897666688105703, "mask_rcnn/false_negative": 0.10204561533285555, "mask_rcnn/false_positive": 0.14028454458730094, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9957337712403387, "total_loss": 0.7744814591715112}
{"data_time": 0.013233245816081762, "eta_seconds": 129324.9484052509, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2619215134459037, "fast_rcnn/fg_cls_accuracy": 0.6758721827724606, "iteration": 139779, "loss_box_reg": 0.1978200925514102, "loss_cls": 0.169434473849833, "loss_mask": 0.23619244806468487, "loss_rpn_cls": 0.03541504766326398, "loss_rpn_loc": 0.07164104713592678, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039313481414382, "mask_rcnn/false_negative": 0.08428571826540873, "mask_rcnn/false_positive": 0.1116090192931142, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.9858494219370186, "total_loss": 0.7173527587438002}
{"data_time": 0.012798770563676953, "eta_seconds": 129318.89548413455, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3083525916143942, "fast_rcnn/fg_cls_accuracy": 0.6712664533893584, "iteration": 139799, "loss_box_reg": 0.2180542480200529, "loss_cls": 0.17064175475388765, "loss_mask": 0.24808759056031704, "loss_rpn_cls": 0.03437567944638431, "loss_rpn_loc": 0.08306326484307647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889283900457086, "mask_rcnn/false_negative": 0.0929437230871478, "mask_rcnn/false_positive": 0.12024189409298162, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0233569429256022, "total_loss": 0.7759492497425526}
{"data_time": 0.015679640928283334, "eta_seconds": 129299.03083045036, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2610250494396836, "fast_rcnn/fg_cls_accuracy": 0.7167865446091253, "iteration": 139819, "loss_box_reg": 0.20748519338667393, "loss_cls": 0.1586995185352862, "loss_mask": 0.2410783339291811, "loss_rpn_cls": 0.03145673219114542, "loss_rpn_loc": 0.07165253977291286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965317086123596, "mask_rcnn/false_negative": 0.08678702284220516, "mask_rcnn/false_positive": 0.1170748477565592, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9848851351998746, "total_loss": 0.7008330201497301}
{"data_time": 0.015817432897165418, "eta_seconds": 129265.36080807447, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.29340101522842643, "fast_rcnn/fg_cls_accuracy": 0.6969180565627267, "iteration": 139839, "loss_box_reg": 0.20501386187970638, "loss_cls": 0.16201970726251602, "loss_mask": 0.2322070263326168, "loss_rpn_cls": 0.030031698988750577, "loss_rpn_loc": 0.05535078630782664, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060306047406855, "mask_rcnn/false_negative": 0.09281374001238668, "mask_rcnn/false_positive": 0.10476910536451378, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9940019054338336, "total_loss": 0.6914295121096075}
{"data_time": 0.01878016092814505, "eta_seconds": 129184.57717192825, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27691026182957457, "fast_rcnn/fg_cls_accuracy": 0.6892777364110201, "iteration": 139859, "loss_box_reg": 0.21451962180435658, "loss_cls": 0.18572940956801176, "loss_mask": 0.23755883052945137, "loss_rpn_cls": 0.030996873858384788, "loss_rpn_loc": 0.061956962337717414, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040185582579937, "mask_rcnn/false_negative": 0.08493582875371053, "mask_rcnn/false_positive": 0.10743402341669196, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0031522046774626, "total_loss": 0.7466941380407661}
{"data_time": 0.02664372604340315, "eta_seconds": 129151.28766903654, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2811846689895471, "fast_rcnn/fg_cls_accuracy": 0.6868480825633448, "iteration": 139879, "loss_box_reg": 0.21816710382699966, "loss_cls": 0.1755746267735958, "loss_mask": 0.23383811861276627, "loss_rpn_cls": 0.03337687032762915, "loss_rpn_loc": 0.06855195667594671, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044256861309208, "mask_rcnn/false_negative": 0.07803970877059616, "mask_rcnn/false_positive": 0.12300247315542709, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9932035026140511, "total_loss": 0.734509011846967}
{"data_time": 0.01640799082815647, "eta_seconds": 129164.61001473945, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2835682744565218, "fast_rcnn/fg_cls_accuracy": 0.6807674454587653, "iteration": 139899, "loss_box_reg": 0.2193441465497017, "loss_cls": 0.1729494696483016, "loss_mask": 0.25244738534092903, "loss_rpn_cls": 0.03084193344693631, "loss_rpn_loc": 0.06969187769573182, "lr": 0.0001, "mask_rcnn/accuracy": 0.894116511250262, "mask_rcnn/false_negative": 0.09174355380738888, "mask_rcnn/false_positive": 0.12291530337246726, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9676102939993143, "total_loss": 0.7706712959916331}
{"data_time": 0.014925617026165128, "eta_seconds": 129231.22456569225, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3104001976284585, "fast_rcnn/fg_cls_accuracy": 0.649110671936759, "iteration": 139919, "loss_box_reg": 0.24034126661717892, "loss_cls": 0.1939166160300374, "loss_mask": 0.23880797810852528, "loss_rpn_cls": 0.03337251418270171, "loss_rpn_loc": 0.0850777083542198, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018314934351662, "mask_rcnn/false_negative": 0.09263653539722647, "mask_rcnn/false_positive": 0.11153613756820796, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9920440088026226, "total_loss": 0.7845060132676736}
{"data_time": 0.02041838550940156, "eta_seconds": 129249.21192927752, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3083238581828384, "fast_rcnn/fg_cls_accuracy": 0.6516611137553546, "iteration": 139939, "loss_box_reg": 0.2228335039690137, "loss_cls": 0.17597562819719315, "loss_mask": 0.22703936323523521, "loss_rpn_cls": 0.031803491758182645, "loss_rpn_loc": 0.06928810477256775, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977327669849992, "mask_rcnn/false_negative": 0.09528023433207361, "mask_rcnn/false_positive": 0.1162685219195018, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.987192508764565, "total_loss": 0.7303508016047999}
{"data_time": 0.019184280652552843, "eta_seconds": 129321.20274124667, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.271527501844809, "fast_rcnn/fg_cls_accuracy": 0.6815284136185372, "iteration": 139959, "loss_box_reg": 0.22022529318928719, "loss_cls": 0.1829535011202097, "loss_mask": 0.2477030549198389, "loss_rpn_cls": 0.038348369183950126, "loss_rpn_loc": 0.07785454438999295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941252884446096, "mask_rcnn/false_negative": 0.09760997413225692, "mask_rcnn/false_positive": 0.11307255138990226, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0022259848192334, "total_loss": 0.7804685264127329}
{"data_time": 0.014385299989953637, "eta_seconds": 129385.23658819031, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3058311292320941, "fast_rcnn/fg_cls_accuracy": 0.6444072432634682, "iteration": 139979, "loss_box_reg": 0.23387791961431503, "loss_cls": 0.19004529621452093, "loss_mask": 0.2546274345368147, "loss_rpn_cls": 0.03502639778889716, "loss_rpn_loc": 0.06530705420300364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875252214803744, "mask_rcnn/false_negative": 0.09265998390720148, "mask_rcnn/false_positive": 0.11662303286767478, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.004180277697742, "total_loss": 0.7770357455592602}
{"bbox/AP": 41.9064132597642, "bbox/AP-airplane": 64.90004786235346, "bbox/AP-apple": 21.359290653012682, "bbox/AP-backpack": 16.363829321949577, "bbox/AP-banana": 24.910345644428727, "bbox/AP-baseball bat": 31.424655928818048, "bbox/AP-baseball glove": 40.00109118637795, "bbox/AP-bear": 68.74921373657533, "bbox/AP-bed": 43.64627266294877, "bbox/AP-bench": 25.120074570990838, "bbox/AP-bicycle": 33.75684021746254, "bbox/AP-bird": 36.73944497846293, "bbox/AP-boat": 27.37109365543847, "bbox/AP-book": 15.718088619845217, "bbox/AP-bottle": 40.677770596389124, "bbox/AP-bowl": 39.78322608382165, "bbox/AP-broccoli": 24.656905315650075, "bbox/AP-bus": 65.45304751218167, "bbox/AP-cake": 38.91199787571458, "bbox/AP-car": 44.70718293391012, "bbox/AP-carrot": 20.609232414115, "bbox/AP-cat": 65.15757282273456, "bbox/AP-cell phone": 36.10714530579623, "bbox/AP-chair": 28.842087735886558, "bbox/AP-clock": 51.58372498213768, "bbox/AP-couch": 43.17575541614795, "bbox/AP-cow": 57.94141149475189, "bbox/AP-cup": 40.282400217499465, "bbox/AP-dining table": 26.211359560847107, "bbox/AP-dog": 63.39241061329422, "bbox/AP-donut": 47.91160481953697, "bbox/AP-elephant": 61.4511644972067, "bbox/AP-fire hydrant": 68.34225302607648, "bbox/AP-fork": 34.32407299353567, "bbox/AP-frisbee": 66.34413558107497, "bbox/AP-giraffe": 64.82754135338863, "bbox/AP-hair drier": 10.663366336633663, "bbox/AP-handbag": 16.314492826514602, "bbox/AP-horse": 57.55851129624647, "bbox/AP-hot dog": 32.67613768564922, "bbox/AP-keyboard": 49.865181600394216, "bbox/AP-kite": 44.70172218910059, "bbox/AP-knife": 20.434030592441378, "bbox/AP-laptop": 57.83187605603043, "bbox/AP-microwave": 52.8981124261201, "bbox/AP-motorcycle": 44.12637324168352, "bbox/AP-mouse": 63.75795174239961, "bbox/AP-orange": 30.42095825124266, "bbox/AP-oven": 32.2590970835702, "bbox/AP-parking meter": 44.24876135793039, "bbox/AP-person": 54.82974489489866, "bbox/AP-pizza": 49.98253839199218, "bbox/AP-potted plant": 26.455034599130677, "bbox/AP-refrigerator": 53.397070433613415, "bbox/AP-remote": 34.345544174756185, "bbox/AP-sandwich": 36.58604088366984, "bbox/AP-scissors": 21.823414545394836, "bbox/AP-sheep": 53.75654209221714, "bbox/AP-sink": 37.93152099129674, "bbox/AP-skateboard": 50.791404828296784, "bbox/AP-skis": 24.50772442354458, "bbox/AP-snowboard": 40.028411321985814, "bbox/AP-spoon": 18.238394427748712, "bbox/AP-sports ball": 49.270326449599224, "bbox/AP-stop sign": 68.25766707901818, "bbox/AP-suitcase": 38.47857595525415, "bbox/AP-surfboard": 40.9364230761025, "bbox/AP-teddy bear": 46.02848249232459, "bbox/AP-tennis racket": 48.819148997672464, "bbox/AP-tie": 33.98640276847807, "bbox/AP-toaster": 38.29885923374946, "bbox/AP-toilet": 59.8424184926701, "bbox/AP-toothbrush": 26.235369229122007, "bbox/AP-traffic light": 27.590539066291097, "bbox/AP-train": 61.893777266388994, "bbox/AP-truck": 35.077663433358374, "bbox/AP-tv": 55.17877501900966, "bbox/AP-umbrella": 38.88012957217627, "bbox/AP-vase": 38.276794093367094, "bbox/AP-wine glass": 36.92904819333446, "bbox/AP-zebra": 67.34840947835553, "bbox/AP50": 64.26081988379462, "bbox/AP75": 45.898769766956406, "bbox/APl": 52.99939393227334, "bbox/APm": 45.50150810916327, "bbox/APs": 26.94402584850365, "data_time": 0.01471275882795453, "eta_seconds": 129365.33422907814, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.25957139684654673, "fast_rcnn/fg_cls_accuracy": 0.7020630157539385, "iteration": 139999, "loss_box_reg": 0.20742248930037022, "loss_cls": 0.17264325730502605, "loss_mask": 0.2377676460891962, "loss_rpn_cls": 0.02487697801552713, "loss_rpn_loc": 0.060406038886867464, "lr": 0.0001, "mask_rcnn/accuracy": 0.890005786565021, "mask_rcnn/false_negative": 0.0982377090471085, "mask_rcnn/false_positive": 0.1168784653626194, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "segm/AP": 38.764531869143134, "segm/AP-airplane": 53.30949897326058, "segm/AP-apple": 21.164187337879206, "segm/AP-backpack": 16.801097632033898, "segm/AP-banana": 19.338096607378475, "segm/AP-baseball bat": 26.613161017171745, "segm/AP-baseball glove": 44.2095162844565, "segm/AP-bear": 69.68329485254978, "segm/AP-bed": 33.49044504435595, "segm/AP-bench": 18.521263403136672, "segm/AP-bicycle": 20.185172796383284, "segm/AP-bird": 31.40826637287668, "segm/AP-boat": 25.616424831084057, "segm/AP-book": 10.951771059509516, "segm/AP-bottle": 40.02636046750034, "segm/AP-bowl": 37.95418521283213, "segm/AP-broccoli": 24.402764464872828, "segm/AP-bus": 65.10127745924025, "segm/AP-cake": 40.43150486241214, "segm/AP-car": 42.36798553737607, "segm/AP-carrot": 18.238352165347266, "segm/AP-cat": 66.63201455248753, "segm/AP-cell phone": 35.21984590520506, "segm/AP-chair": 20.642992819324505, "segm/AP-clock": 52.86567251061317, "segm/AP-couch": 38.231498687248155, "segm/AP-cow": 51.48130123690853, "segm/AP-cup": 40.47391651000806, "segm/AP-dining table": 15.641169465121399, "segm/AP-dog": 61.698096231349645, "segm/AP-donut": 49.46483277740706, "segm/AP-elephant": 57.562647356759, "segm/AP-fire hydrant": 65.67504913891058, "segm/AP-fork": 18.02624490136917, "segm/AP-frisbee": 66.89193142306074, "segm/AP-giraffe": 52.49505841734874, "segm/AP-hair drier": 12.334501540825398, "segm/AP-handbag": 15.71878898858875, "segm/AP-horse": 41.801048109011695, "segm/AP-hot dog": 26.915148576421284, "segm/AP-keyboard": 49.41134138308857, "segm/AP-kite": 33.56673172962882, "segm/AP-knife": 13.40377485121937, "segm/AP-laptop": 58.71691635954163, "segm/AP-microwave": 54.32332497512573, "segm/AP-motorcycle": 34.89461861253882, "segm/AP-mouse": 62.99588504200982, "segm/AP-orange": 30.76366024991778, "segm/AP-oven": 31.402541960803187, "segm/AP-parking meter": 46.214479813159286, "segm/AP-person": 47.9548818789098, "segm/AP-pizza": 49.49112415459098, "segm/AP-potted plant": 23.86048862465915, "segm/AP-refrigerator": 55.53305343107064, "segm/AP-remote": 32.8807487070498, "segm/AP-sandwich": 38.761188957796506, "segm/AP-scissors": 18.12171419466232, "segm/AP-sheep": 47.410265793256464, "segm/AP-sink": 37.32425361859387, "segm/AP-skateboard": 32.89032765965862, "segm/AP-skis": 3.8478451437226107, "segm/AP-snowboard": 25.960783207131367, "segm/AP-spoon": 13.042461509949685, "segm/AP-sports ball": 49.09546126685711, "segm/AP-stop sign": 69.09162077307225, "segm/AP-suitcase": 39.994122333818716, "segm/AP-surfboard": 35.54717534915361, "segm/AP-teddy bear": 45.67337096542795, "segm/AP-tennis racket": 56.26997223035982, "segm/AP-tie": 32.725816315322916, "segm/AP-toaster": 42.44245946333764, "segm/AP-toilet": 58.88767400094164, "segm/AP-toothbrush": 19.1742012302521, "segm/AP-traffic light": 27.419073340507378, "segm/AP-train": 62.037686061979755, "segm/AP-truck": 35.20357921012542, "segm/AP-tv": 57.20526196621222, "segm/AP-umbrella": 48.04458428488649, "segm/AP-vase": 37.687384707770875, "segm/AP-wine glass": 32.641865624602794, "segm/AP-zebra": 59.66244301911158, "segm/AP50": 61.552086360811956, "segm/AP75": 41.43263298037878, "segm/APl": 53.7704382368596, "segm/APm": 41.84208673100483, "segm/APs": 21.160732139563258, "time": 0.9820027824025601, "total_loss": 0.710674487054348}
{"data_time": 0.0173307575751096, "eta_seconds": 129142.7741358243, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3290913851793663, "fast_rcnn/fg_cls_accuracy": 0.6407260926883683, "iteration": 140019, "loss_box_reg": 0.2190514374524355, "loss_cls": 0.18111340887844563, "loss_mask": 0.24464043974876404, "loss_rpn_cls": 0.03395282564451918, "loss_rpn_loc": 0.08190567325800657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866110205798252, "mask_rcnn/false_negative": 0.10120892819948415, "mask_rcnn/false_positive": 0.1242815457485784, "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": 0.9620726082939655, "total_loss": 0.7516150475130416}
{"data_time": 0.01766651147045195, "eta_seconds": 129122.90295962244, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2680104516610675, "fast_rcnn/fg_cls_accuracy": 0.7132851716185049, "iteration": 140039, "loss_box_reg": 0.2152962014079094, "loss_cls": 0.1746760942041874, "loss_mask": 0.235211580991745, "loss_rpn_cls": 0.032786426483653486, "loss_rpn_loc": 0.07329838606528938, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972834982563505, "mask_rcnn/false_negative": 0.08775658202488197, "mask_rcnn/false_positive": 0.09485731040096515, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0034279054962099, "total_loss": 0.7295399638824165}
{"data_time": 0.013505623675882816, "eta_seconds": 129173.76031280961, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.25659855474810156, "fast_rcnn/fg_cls_accuracy": 0.6816576985645078, "iteration": 140059, "loss_box_reg": 0.21893370058387518, "loss_cls": 0.17343500396236777, "loss_mask": 0.24106407724320889, "loss_rpn_cls": 0.038236771477386355, "loss_rpn_loc": 0.07244160259142518, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020755517060937, "mask_rcnn/false_negative": 0.08529884513005212, "mask_rcnn/false_positive": 0.11538400603663125, "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": 1.010297413682565, "total_loss": 0.7962134026456624}
{"data_time": 0.0154163115657866, "eta_seconds": 129201.86604231596, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.31441493255254627, "fast_rcnn/fg_cls_accuracy": 0.6513791188448723, "iteration": 140079, "loss_box_reg": 0.2287515653297305, "loss_cls": 0.17816951172426343, "loss_mask": 0.24540111050009727, "loss_rpn_cls": 0.03908782661892474, "loss_rpn_loc": 0.07493940298445523, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899443271852392, "mask_rcnn/false_negative": 0.09206272433315094, "mask_rcnn/false_positive": 0.11847832813538897, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.99520309176296, "total_loss": 0.792364141670987}
{"data_time": 0.016456584678962827, "eta_seconds": 129063.28943101689, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.278759917212832, "fast_rcnn/fg_cls_accuracy": 0.6664604735655224, "iteration": 140099, "loss_box_reg": 0.21195235289633274, "loss_cls": 0.18338774889707565, "loss_mask": 0.23390029184520245, "loss_rpn_cls": 0.030960831558331847, "loss_rpn_loc": 0.05760808184277266, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084361852151275, "mask_rcnn/false_negative": 0.07761902669817927, "mask_rcnn/false_positive": 0.10406289369657397, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9662596429698169, "total_loss": 0.7224950072122738}
{"data_time": 0.012921052053570747, "eta_seconds": 129001.28123318776, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2727806678972982, "fast_rcnn/fg_cls_accuracy": 0.6894129206583148, "iteration": 140119, "loss_box_reg": 0.20812996197491884, "loss_cls": 0.16379509214311838, "loss_mask": 0.22039838880300522, "loss_rpn_cls": 0.03274894459173083, "loss_rpn_loc": 0.07282063679303974, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054564690915297, "mask_rcnn/false_negative": 0.08877994288515939, "mask_rcnn/false_positive": 0.10722412234881382, "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": 0.991607460193336, "total_loss": 0.7455712851369753}
{"data_time": 0.018095275852829218, "eta_seconds": 129023.54707861319, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2725297167094308, "fast_rcnn/fg_cls_accuracy": 0.710086319454519, "iteration": 140139, "loss_box_reg": 0.2109770616516471, "loss_cls": 0.16408247034996748, "loss_mask": 0.22324157133698463, "loss_rpn_cls": 0.03432767395861447, "loss_rpn_loc": 0.06017792399507016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979529546289156, "mask_rcnn/false_negative": 0.09671218560036332, "mask_rcnn/false_positive": 0.11078938527318173, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0022300374694169, "total_loss": 0.7048080468084663}
{"data_time": 0.01836329628713429, "eta_seconds": 129043.98244505748, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2960200888350495, "fast_rcnn/fg_cls_accuracy": 0.6662503421845059, "iteration": 140159, "loss_box_reg": 0.22132357768714428, "loss_cls": 0.1718170391395688, "loss_mask": 0.2427452802658081, "loss_rpn_cls": 0.03348393295891583, "loss_rpn_loc": 0.07528714076033793, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008910301408699, "mask_rcnn/false_negative": 0.08991492811074572, "mask_rcnn/false_positive": 0.1148256498519544, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0197114853654057, "total_loss": 0.7424797358398791}
{"data_time": 0.023984374478459358, "eta_seconds": 129087.46764698066, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.30443660022148394, "fast_rcnn/fg_cls_accuracy": 0.6801647439444893, "iteration": 140179, "loss_box_reg": 0.2186773270368576, "loss_cls": 0.1727158473804593, "loss_mask": 0.2393058966845274, "loss_rpn_cls": 0.030285652494058013, "loss_rpn_loc": 0.06985152245033532, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060149678551876, "mask_rcnn/false_negative": 0.07945858437686436, "mask_rcnn/false_positive": 0.11460330616114342, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0137871941551566, "total_loss": 0.7280859791208059}
{"data_time": 0.01825344585813582, "eta_seconds": 129135.69848770276, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.261553473011516, "fast_rcnn/fg_cls_accuracy": 0.708502024291498, "iteration": 140199, "loss_box_reg": 0.23190329037606716, "loss_cls": 0.19143157359212637, "loss_mask": 0.24328158609569073, "loss_rpn_cls": 0.03443555434932932, "loss_rpn_loc": 0.08052967116236687, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006790273256513, "mask_rcnn/false_negative": 0.08576295910272921, "mask_rcnn/false_positive": 0.10987302034622173, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0520855584181845, "total_loss": 0.8034024174557999}
{"data_time": 0.02674493961967528, "eta_seconds": 128985.41993362829, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2688364612318197, "fast_rcnn/fg_cls_accuracy": 0.6970351058664583, "iteration": 140219, "loss_box_reg": 0.23644350841641426, "loss_cls": 0.18976924940943718, "loss_mask": 0.2390961106866598, "loss_rpn_cls": 0.03897434286773205, "loss_rpn_loc": 0.08032398344948888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946010796119139, "mask_rcnn/false_negative": 0.08936968787351829, "mask_rcnn/false_positive": 0.1193307761560824, "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": 0.971384069416672, "total_loss": 0.7864372204057872}
{"data_time": 0.02375125722028315, "eta_seconds": 128924.19119760394, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.26307576056245485, "fast_rcnn/fg_cls_accuracy": 0.6733112796821232, "iteration": 140239, "loss_box_reg": 0.2171724382787943, "loss_cls": 0.17713878862559795, "loss_mask": 0.24136726185679436, "loss_rpn_cls": 0.036190590588375926, "loss_rpn_loc": 0.07426971616223454, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905615232041294, "mask_rcnn/false_negative": 0.09409970931503457, "mask_rcnn/false_positive": 0.12294747258833004, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9940807060338557, "total_loss": 0.7425938220694661}
{"data_time": 0.02703942800872028, "eta_seconds": 128844.48269238696, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2708690378885754, "fast_rcnn/fg_cls_accuracy": 0.714176903833522, "iteration": 140259, "loss_box_reg": 0.19895309768617153, "loss_cls": 0.16268073674291372, "loss_mask": 0.23659795708954334, "loss_rpn_cls": 0.04006646457128227, "loss_rpn_loc": 0.06760084966663271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974276863589719, "mask_rcnn/false_negative": 0.09158920187170023, "mask_rcnn/false_positive": 0.12597507533191613, "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": 0.9782628202810884, "total_loss": 0.7531696786172688}
{"data_time": 0.014850229024887085, "eta_seconds": 128858.91314039938, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.27109417528579205, "fast_rcnn/fg_cls_accuracy": 0.6997166319685404, "iteration": 140279, "loss_box_reg": 0.20395440980792046, "loss_cls": 0.1724968496710062, "loss_mask": 0.24209162406623363, "loss_rpn_cls": 0.03337062837090343, "loss_rpn_loc": 0.07181415637023747, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957410843125129, "mask_rcnn/false_negative": 0.09161596459304026, "mask_rcnn/false_positive": 0.10998459354685529, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9937234360259026, "total_loss": 0.7304758257232606}
{"data_time": 0.014014798449352384, "eta_seconds": 128822.49904484488, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.31629537006320124, "fast_rcnn/fg_cls_accuracy": 0.6751633109619687, "iteration": 140299, "loss_box_reg": 0.21946835704147816, "loss_cls": 0.1732193473726511, "loss_mask": 0.23262393474578857, "loss_rpn_cls": 0.03372128016781062, "loss_rpn_loc": 0.07622967357747257, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823634957844142, "mask_rcnn/false_negative": 0.09256245967899934, "mask_rcnn/false_positive": 0.12346924343642302, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9895092260558158, "total_loss": 0.7263532633660361}
{"data_time": 0.01878854143433273, "eta_seconds": 128844.70649279654, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.33580884727155313, "fast_rcnn/fg_cls_accuracy": 0.6359198133586796, "iteration": 140319, "loss_box_reg": 0.21729431860148907, "loss_cls": 0.1981207700446248, "loss_mask": 0.2532818987965584, "loss_rpn_cls": 0.031236070906743407, "loss_rpn_loc": 0.0815135829616338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842529007967086, "mask_rcnn/false_negative": 0.09601516887891837, "mask_rcnn/false_positive": 0.1431150773206536, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9953590391669422, "total_loss": 0.7786124423146248}
{"data_time": 0.019024697365239263, "eta_seconds": 128709.80757549405, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2823572099376761, "fast_rcnn/fg_cls_accuracy": 0.64589132900299, "iteration": 140339, "loss_box_reg": 0.24558338150382042, "loss_cls": 0.19243068899959326, "loss_mask": 0.24438061006367207, "loss_rpn_cls": 0.0370748465647921, "loss_rpn_loc": 0.0765942670404911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952152222357761, "mask_rcnn/false_negative": 0.08857892565333428, "mask_rcnn/false_positive": 0.11148910226146659, "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": 0.98793083592318, "total_loss": 0.828622318978887}
{"data_time": 0.018586880061775446, "eta_seconds": 128697.0590720512, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.25896226415094337, "fast_rcnn/fg_cls_accuracy": 0.7126564284599141, "iteration": 140359, "loss_box_reg": 0.18892484297975898, "loss_cls": 0.1565660834312439, "loss_mask": 0.22515448182821274, "loss_rpn_cls": 0.030339700635522604, "loss_rpn_loc": 0.06989140924997628, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004554977776718, "mask_rcnn/false_negative": 0.0845934617593316, "mask_rcnn/false_positive": 0.11687485548524168, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0055850269272923, "total_loss": 0.7271189779276028}
{"data_time": 0.01820525643415749, "eta_seconds": 128573.08499858715, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.30152176127104835, "fast_rcnn/fg_cls_accuracy": 0.6759664936017449, "iteration": 140379, "loss_box_reg": 0.2276232335716486, "loss_cls": 0.18121089600026608, "loss_mask": 0.24026748724281788, "loss_rpn_cls": 0.03347740089520812, "loss_rpn_loc": 0.07206098642200232, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965316840747133, "mask_rcnn/false_negative": 0.09484722257113623, "mask_rcnn/false_positive": 0.11062662543374258, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.988674568478018, "total_loss": 0.7547271200455725}
{"data_time": 0.019756569992750883, "eta_seconds": 128635.158944875, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.24846859562455892, "fast_rcnn/fg_cls_accuracy": 0.7276989742374488, "iteration": 140399, "loss_box_reg": 0.18208139203488827, "loss_cls": 0.15550724137574434, "loss_mask": 0.24513485096395016, "loss_rpn_cls": 0.027277935878373682, "loss_rpn_loc": 0.048002163181081414, "lr": 0.0001, "mask_rcnn/accuracy": 0.902203067711228, "mask_rcnn/false_negative": 0.08581072152315374, "mask_rcnn/false_positive": 0.09674356000449111, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9693620742764324, "total_loss": 0.6483886666828766}
{"data_time": 0.017123172990977764, "eta_seconds": 128658.10751981102, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2754700352526439, "fast_rcnn/fg_cls_accuracy": 0.6794433902593295, "iteration": 140419, "loss_box_reg": 0.21349628828465939, "loss_cls": 0.1769242975860834, "loss_mask": 0.23760047927498817, "loss_rpn_cls": 0.031069732271134853, "loss_rpn_loc": 0.0776949841529131, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071163881859625, "mask_rcnn/false_negative": 0.08986136334362335, "mask_rcnn/false_positive": 0.1124631604894667, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0323218170087785, "total_loss": 0.7538128132000566}
{"data_time": 0.027168490923941135, "eta_seconds": 128638.2498091273, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.31908332593841515, "fast_rcnn/fg_cls_accuracy": 0.6564111976198297, "iteration": 140439, "loss_box_reg": 0.2116968547925353, "loss_cls": 0.1712600439786911, "loss_mask": 0.23997073620557785, "loss_rpn_cls": 0.03843914391472936, "loss_rpn_loc": 0.07717733760364354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879018589870769, "mask_rcnn/false_negative": 0.0878692983467102, "mask_rcnn/false_positive": 0.1269467143906518, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9843523330055177, "total_loss": 0.7288234160514548}
{"data_time": 0.015808605821803212, "eta_seconds": 128637.16000861488, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30802271110454893, "fast_rcnn/fg_cls_accuracy": 0.6430372148859544, "iteration": 140459, "loss_box_reg": 0.20808935444802046, "loss_cls": 0.18329701852053404, "loss_mask": 0.24515581503510475, "loss_rpn_cls": 0.03586588695179671, "loss_rpn_loc": 0.08154470718000084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969883154154519, "mask_rcnn/false_negative": 0.08444480947670574, "mask_rcnn/false_positive": 0.11247089547993398, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0021459315903485, "total_loss": 0.7534896889701486}
{"data_time": 0.017391991335898638, "eta_seconds": 128577.93189611286, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.29861533265788587, "fast_rcnn/fg_cls_accuracy": 0.6816278284363391, "iteration": 140479, "loss_box_reg": 0.20371473766863346, "loss_cls": 0.16470871958881617, "loss_mask": 0.24262193031609058, "loss_rpn_cls": 0.038296366576105356, "loss_rpn_loc": 0.0872055881191045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981130423487473, "mask_rcnn/false_negative": 0.08862085192363663, "mask_rcnn/false_positive": 0.11961440235431413, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9861431308090687, "total_loss": 0.7377206217497587}
{"data_time": 0.019454583525657654, "eta_seconds": 128544.59886194672, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32608695652173914, "fast_rcnn/fg_cls_accuracy": 0.6477685950413223, "iteration": 140499, "loss_box_reg": 0.210554551333189, "loss_cls": 0.17379498109221458, "loss_mask": 0.24222830682992935, "loss_rpn_cls": 0.03173032379709184, "loss_rpn_loc": 0.060203530825674534, "lr": 0.0001, "mask_rcnn/accuracy": 0.883857062611955, "mask_rcnn/false_negative": 0.09632454128605289, "mask_rcnn/false_positive": 0.1258810726516152, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0071928217075765, "total_loss": 0.7238228842034005}
{"data_time": 0.013926335144788027, "eta_seconds": 128434.2157507874, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2789376650555583, "fast_rcnn/fg_cls_accuracy": 0.6788479052823315, "iteration": 140519, "loss_box_reg": 0.20696208532899618, "loss_cls": 0.17828654311597347, "loss_mask": 0.23038670979440212, "loss_rpn_cls": 0.036555916420184076, "loss_rpn_loc": 0.07330759952310473, "lr": 0.0001, "mask_rcnn/accuracy": 0.901452622122187, "mask_rcnn/false_negative": 0.08313743548893865, "mask_rcnn/false_positive": 0.1023815291153302, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9771605327259749, "total_loss": 0.7515077001298778}
{"data_time": 0.01453275908716023, "eta_seconds": 128504.89396654535, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26281543274244, "fast_rcnn/fg_cls_accuracy": 0.7073451327433629, "iteration": 140539, "loss_box_reg": 0.22787928767502308, "loss_cls": 0.17518220748752356, "loss_mask": 0.24295255914330482, "loss_rpn_cls": 0.03457589296158403, "loss_rpn_loc": 0.07193297520279884, "lr": 0.0001, "mask_rcnn/accuracy": 0.906210006098399, "mask_rcnn/false_negative": 0.09422464948259848, "mask_rcnn/false_positive": 0.10380158025535999, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0352096233982593, "total_loss": 0.7559791359817609}
{"data_time": 0.019869002047926188, "eta_seconds": 128491.41981005669, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2552186370148032, "fast_rcnn/fg_cls_accuracy": 0.7263865493792501, "iteration": 140559, "loss_box_reg": 0.20470489002764225, "loss_cls": 0.15955539559945464, "loss_mask": 0.22778264246881008, "loss_rpn_cls": 0.027408398687839508, "loss_rpn_loc": 0.056394997402094305, "lr": 0.0001, "mask_rcnn/accuracy": 0.9142205126350453, "mask_rcnn/false_negative": 0.08542822842084015, "mask_rcnn/false_positive": 0.0917002231592993, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9934567722957581, "total_loss": 0.6853710251161829}
{"data_time": 0.015725101809948683, "eta_seconds": 128478.65924949758, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28483390607101944, "fast_rcnn/fg_cls_accuracy": 0.6649484536082474, "iteration": 140579, "loss_box_reg": 0.21422105096280575, "loss_cls": 0.1720314472913742, "loss_mask": 0.2253925148397684, "loss_rpn_cls": 0.03093194041866809, "loss_rpn_loc": 0.07320083898957819, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004780286223231, "mask_rcnn/false_negative": 0.08145343725553045, "mask_rcnn/false_positive": 0.10549925317891354, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0027098844293505, "total_loss": 0.7283281460404396}
{"data_time": 0.01815162505954504, "eta_seconds": 128498.13575046137, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.28725244313759407, "fast_rcnn/fg_cls_accuracy": 0.6556692382046652, "iteration": 140599, "loss_box_reg": 0.21582462918013334, "loss_cls": 0.16748791094869375, "loss_mask": 0.24546439945697784, "loss_rpn_cls": 0.030180549016222358, "loss_rpn_loc": 0.06993944803252816, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077752515932507, "mask_rcnn/false_negative": 0.08757821814065209, "mask_rcnn/false_positive": 0.10830317013868251, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9899545719381422, "total_loss": 0.7253115383791737}
{"data_time": 0.013568217866122723, "eta_seconds": 128647.49423463363, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.27193485531079853, "fast_rcnn/fg_cls_accuracy": 0.6737699880257288, "iteration": 140619, "loss_box_reg": 0.21255117747932673, "loss_cls": 0.16989867016673088, "loss_mask": 0.23468351550400257, "loss_rpn_cls": 0.035567825892940164, "loss_rpn_loc": 0.0756382045801729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957486830658441, "mask_rcnn/false_negative": 0.09140951027295677, "mask_rcnn/false_positive": 0.12079366520026022, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 1.0263630077242851, "total_loss": 0.7335563197848387}
{"data_time": 0.015928927343338728, "eta_seconds": 128527.833855059, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30693581780538304, "fast_rcnn/fg_cls_accuracy": 0.6549537037037036, "iteration": 140639, "loss_box_reg": 0.21156559512019157, "loss_cls": 0.16629211977124214, "loss_mask": 0.2370318751782179, "loss_rpn_cls": 0.03330162772908807, "loss_rpn_loc": 0.07449219468981028, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030129930681727, "mask_rcnn/false_negative": 0.09216836802102885, "mask_rcnn/false_positive": 0.11554442079134464, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9780038499739021, "total_loss": 0.7133800151059404}
{"data_time": 0.017176626017317176, "eta_seconds": 128562.30334453285, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.32398804379141455, "fast_rcnn/fg_cls_accuracy": 0.6554945054945055, "iteration": 140659, "loss_box_reg": 0.19967136159539223, "loss_cls": 0.17238578107208014, "loss_mask": 0.2360125482082367, "loss_rpn_cls": 0.03417297553096432, "loss_rpn_loc": 0.07907825551228598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967931530035504, "mask_rcnn/false_negative": 0.08886022084744152, "mask_rcnn/false_positive": 0.11564777516335459, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0190554650034755, "total_loss": 0.7190580339520238}
{"data_time": 0.018045233329758048, "eta_seconds": 128438.16276460886, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27968291250734, "fast_rcnn/fg_cls_accuracy": 0.6727047146401985, "iteration": 140679, "loss_box_reg": 0.21490048989653587, "loss_cls": 0.17814533784985542, "loss_mask": 0.23807805217802525, "loss_rpn_cls": 0.029505315789720044, "loss_rpn_loc": 0.06577104015741497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970907697525574, "mask_rcnn/false_negative": 0.08545499938641937, "mask_rcnn/false_positive": 0.11168280158179983, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9919198569841683, "total_loss": 0.7449330103117973}
{"data_time": 0.014206790830940008, "eta_seconds": 128522.54385687411, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.28975612140169105, "fast_rcnn/fg_cls_accuracy": 0.6783590159502568, "iteration": 140699, "loss_box_reg": 0.22041530348360538, "loss_cls": 0.19071747362613678, "loss_mask": 0.244715703651309, "loss_rpn_cls": 0.03553929866757244, "loss_rpn_loc": 0.08286188589408994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8872128634937202, "mask_rcnn/false_negative": 0.0923352666451622, "mask_rcnn/false_positive": 0.12509660812844894, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9977900434751064, "total_loss": 0.7597701826598495}
{"data_time": 0.015318699413910508, "eta_seconds": 128339.67754423618, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27527281448614943, "fast_rcnn/fg_cls_accuracy": 0.6912186379928316, "iteration": 140719, "loss_box_reg": 0.21655813418328762, "loss_cls": 0.1648812061175704, "loss_mask": 0.2353726364672184, "loss_rpn_cls": 0.030767977237701416, "loss_rpn_loc": 0.06539050641003996, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063051814712797, "mask_rcnn/false_negative": 0.08198362036986613, "mask_rcnn/false_positive": 0.11443575708720505, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9756735053379089, "total_loss": 0.718859990069177}
{"data_time": 0.014867079444229603, "eta_seconds": 128300.58961246628, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2808578117768764, "fast_rcnn/fg_cls_accuracy": 0.6671883477317306, "iteration": 140739, "loss_box_reg": 0.2268942017108202, "loss_cls": 0.18749632686376572, "loss_mask": 0.24637676775455475, "loss_rpn_cls": 0.03258067858405411, "loss_rpn_loc": 0.07219907687976956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835740926915784, "mask_rcnn/false_negative": 0.10569282135416147, "mask_rcnn/false_positive": 0.1205647692227654, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9904098289553076, "total_loss": 0.7791000157594681}
{"data_time": 0.019535080529749393, "eta_seconds": 128208.07297023945, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24232471465175867, "fast_rcnn/fg_cls_accuracy": 0.7295464650955981, "iteration": 140759, "loss_box_reg": 0.21337550319731236, "loss_cls": 0.17403212934732437, "loss_mask": 0.22945071943104267, "loss_rpn_cls": 0.03658839617855847, "loss_rpn_loc": 0.08282504603266716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983912506305574, "mask_rcnn/false_negative": 0.09951886220157663, "mask_rcnn/false_positive": 0.10123317515575975, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9997550931293517, "total_loss": 0.7706297882832587}
{"data_time": 0.014777891570702195, "eta_seconds": 128236.57644326799, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2636029411764706, "fast_rcnn/fg_cls_accuracy": 0.70625, "iteration": 140779, "loss_box_reg": 0.20997417904436588, "loss_cls": 0.1690021837130189, "loss_mask": 0.21859591826796532, "loss_rpn_cls": 0.03401119328918867, "loss_rpn_loc": 0.06737934006378055, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070247563015272, "mask_rcnn/false_negative": 0.08323744363345773, "mask_rcnn/false_positive": 0.10408753561214898, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9810366509482265, "total_loss": 0.7360790497623384}
{"data_time": 0.015053576091304421, "eta_seconds": 128103.88613762334, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3254262416604893, "fast_rcnn/fg_cls_accuracy": 0.6430992170153091, "iteration": 140799, "loss_box_reg": 0.2001807475462556, "loss_cls": 0.1725963894277811, "loss_mask": 0.2360275462269783, "loss_rpn_cls": 0.036389263928867877, "loss_rpn_loc": 0.08005399629473686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856535504234196, "mask_rcnn/false_negative": 0.0939889282330493, "mask_rcnn/false_positive": 0.12938757137052115, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9786861385218799, "total_loss": 0.717573904315941}
{"data_time": 0.014726548688486218, "eta_seconds": 128098.59217932913, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2864322458372817, "fast_rcnn/fg_cls_accuracy": 0.662257140299042, "iteration": 140819, "loss_box_reg": 0.21165301371365786, "loss_cls": 0.1718871956691146, "loss_mask": 0.23329194635152817, "loss_rpn_cls": 0.0309918329003267, "loss_rpn_loc": 0.07535107585135847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876545160114737, "mask_rcnn/false_negative": 0.08208143130147838, "mask_rcnn/false_positive": 0.12339492433328701, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0012103111948818, "total_loss": 0.7392532771918923}
{"data_time": 0.015396408503875136, "eta_seconds": 128089.79266034439, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23424242424242425, "fast_rcnn/fg_cls_accuracy": 0.7408536585365854, "iteration": 140839, "loss_box_reg": 0.19511529663577676, "loss_cls": 0.16221086960285902, "loss_mask": 0.23365558125078678, "loss_rpn_cls": 0.03239467501407489, "loss_rpn_loc": 0.06542448722757399, "lr": 0.0001, "mask_rcnn/accuracy": 0.9100939996731942, "mask_rcnn/false_negative": 0.07568572559351892, "mask_rcnn/false_positive": 0.09880999100482726, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0106630057562143, "total_loss": 0.6842967143747956}
{"data_time": 0.021147246472537518, "eta_seconds": 128157.18528001569, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2495136186770428, "fast_rcnn/fg_cls_accuracy": 0.7037755918397033, "iteration": 140859, "loss_box_reg": 0.2099129855632782, "loss_cls": 0.17484268359839916, "loss_mask": 0.23834699764847755, "loss_rpn_cls": 0.03055118420161307, "loss_rpn_loc": 0.0678050541318953, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011456614922203, "mask_rcnn/false_negative": 0.08079048877033104, "mask_rcnn/false_positive": 0.11748856893137799, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.024392714491114, "total_loss": 0.7108381954603828}
{"data_time": 0.020612123422324657, "eta_seconds": 128050.1240964979, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31638903578353605, "fast_rcnn/fg_cls_accuracy": 0.655897548262103, "iteration": 140879, "loss_box_reg": 0.20461276918649673, "loss_cls": 0.16510910913348198, "loss_mask": 0.245882760733366, "loss_rpn_cls": 0.032786538591608405, "loss_rpn_loc": 0.06787559774238616, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040475960034785, "mask_rcnn/false_negative": 0.08552198280109283, "mask_rcnn/false_positive": 0.10428776604883472, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9800130820367485, "total_loss": 0.7217082181014121}
{"data_time": 0.021103851730003953, "eta_seconds": 128057.80037739314, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.30738292011019286, "fast_rcnn/fg_cls_accuracy": 0.6554738320520401, "iteration": 140899, "loss_box_reg": 0.2172380480915308, "loss_cls": 0.1589515758678317, "loss_mask": 0.23391429334878922, "loss_rpn_cls": 0.02713352581486106, "loss_rpn_loc": 0.06917462998535484, "lr": 0.0001, "mask_rcnn/accuracy": 0.899806965196793, "mask_rcnn/false_negative": 0.08601283217462488, "mask_rcnn/false_positive": 0.11606480802274878, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9976196645293385, "total_loss": 0.7293177989777178}
{"data_time": 0.016080539440736175, "eta_seconds": 128005.379960211, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3202712680138915, "fast_rcnn/fg_cls_accuracy": 0.6724642500831394, "iteration": 140919, "loss_box_reg": 0.23588894959539175, "loss_cls": 0.1757500935345888, "loss_mask": 0.2514683585613966, "loss_rpn_cls": 0.03455648210365325, "loss_rpn_loc": 0.09908443130552769, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003519433135573, "mask_rcnn/false_negative": 0.09057321436803493, "mask_rcnn/false_positive": 0.11515045561691616, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.981844179565087, "total_loss": 0.7961881555966102}
{"data_time": 0.013561513973399997, "eta_seconds": 127985.5464647105, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25384615384615383, "fast_rcnn/fg_cls_accuracy": 0.7156480431083381, "iteration": 140939, "loss_box_reg": 0.20781398192048073, "loss_cls": 0.16828291583806276, "loss_mask": 0.2427424993366003, "loss_rpn_cls": 0.033002783777192235, "loss_rpn_loc": 0.09208356158342212, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075488322618425, "mask_rcnn/false_negative": 0.08709309132262641, "mask_rcnn/false_positive": 0.09794759664450216, "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": 0.9782349849119782, "total_loss": 0.7439132230356336}
{"data_time": 0.018769755959510803, "eta_seconds": 127945.24355417117, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.27229774535809015, "fast_rcnn/fg_cls_accuracy": 0.6890594844223876, "iteration": 140959, "loss_box_reg": 0.1829914478585124, "loss_cls": 0.14385891100391746, "loss_mask": 0.22622518986463547, "loss_rpn_cls": 0.0322175866458565, "loss_rpn_loc": 0.06270234752446413, "lr": 0.0001, "mask_rcnn/accuracy": 0.913823652415618, "mask_rcnn/false_negative": 0.07153237111455812, "mask_rcnn/false_positive": 0.10075258798803234, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9858345228713006, "total_loss": 0.6483887251233682}
{"data_time": 0.014710955554619431, "eta_seconds": 127917.25970594678, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.27889514324889947, "fast_rcnn/fg_cls_accuracy": 0.6866266154536402, "iteration": 140979, "loss_box_reg": 0.23477579466998577, "loss_cls": 0.19436561409384012, "loss_mask": 0.25537306256592274, "loss_rpn_cls": 0.033934685052372515, "loss_rpn_loc": 0.08553538052365184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879405448492005, "mask_rcnn/false_negative": 0.09561087857514289, "mask_rcnn/false_positive": 0.11406604944583006, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0100037893280387, "total_loss": 0.8009446649812162}
{"data_time": 0.024369314778596163, "eta_seconds": 127920.0990179088, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.26255217650566487, "fast_rcnn/fg_cls_accuracy": 0.7161382113821138, "iteration": 140999, "loss_box_reg": 0.2178149688988924, "loss_cls": 0.17598946020007133, "loss_mask": 0.2367563135921955, "loss_rpn_cls": 0.03159158315975219, "loss_rpn_loc": 0.08057402702979743, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087998992305016, "mask_rcnn/false_negative": 0.08289171858596067, "mask_rcnn/false_positive": 0.09805810409284155, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.007175317965448, "total_loss": 0.7401192755787633}
{"data_time": 0.014373034937307239, "eta_seconds": 127998.4029535111, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2885106382978724, "fast_rcnn/fg_cls_accuracy": 0.6422056384742951, "iteration": 141019, "loss_box_reg": 0.22187705524265766, "loss_cls": 0.17493879236280918, "loss_mask": 0.23903102613985538, "loss_rpn_cls": 0.03266703576082364, "loss_rpn_loc": 0.08053905703127384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999783880431063, "mask_rcnn/false_negative": 0.0952170936925539, "mask_rcnn/false_positive": 0.11993646503662186, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.998896560864523, "total_loss": 0.7767524988739751}
{"data_time": 0.02120551117695868, "eta_seconds": 127936.98381699622, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29758948893027104, "fast_rcnn/fg_cls_accuracy": 0.6919768403639371, "iteration": 141039, "loss_box_reg": 0.22265367954969406, "loss_cls": 0.1838145088404417, "loss_mask": 0.250059237703681, "loss_rpn_cls": 0.03321129479445517, "loss_rpn_loc": 0.06948615051805973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901397220034327, "mask_rcnn/false_negative": 0.08965921581280509, "mask_rcnn/false_positive": 0.13615999845291393, "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": 0.9926390184555203, "total_loss": 0.7466033631935716}
{"data_time": 0.016731333453208208, "eta_seconds": 127958.70737188496, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31292781077339127, "fast_rcnn/fg_cls_accuracy": 0.6762806826857135, "iteration": 141059, "loss_box_reg": 0.21187486685812473, "loss_cls": 0.17153071146458387, "loss_mask": 0.22743253782391548, "loss_rpn_cls": 0.03065010707359761, "loss_rpn_loc": 0.07424443028867245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021325876134267, "mask_rcnn/false_negative": 0.08057234078331396, "mask_rcnn/false_positive": 0.12660279417103948, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0282254773192108, "total_loss": 0.7010109513066709}
{"data_time": 0.02406798815354705, "eta_seconds": 127994.11166191101, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26365070291327913, "fast_rcnn/fg_cls_accuracy": 0.7246614583333333, "iteration": 141079, "loss_box_reg": 0.1956135630607605, "loss_cls": 0.15255582006648183, "loss_mask": 0.22422638908028603, "loss_rpn_cls": 0.03000225336290896, "loss_rpn_loc": 0.06986905634403229, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029647823569082, "mask_rcnn/false_negative": 0.09146651785188796, "mask_rcnn/false_positive": 0.09412187088890045, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0520010620821267, "total_loss": 0.6801916241529398}
{"data_time": 0.021619781386107206, "eta_seconds": 128003.19274459034, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3041125541125541, "fast_rcnn/fg_cls_accuracy": 0.6879058441558441, "iteration": 141099, "loss_box_reg": 0.2229354940354824, "loss_cls": 0.17827230505645275, "loss_mask": 0.2366478554904461, "loss_rpn_cls": 0.031039951543789357, "loss_rpn_loc": 0.06899108085781336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964785008836891, "mask_rcnn/false_negative": 0.09685894153977304, "mask_rcnn/false_positive": 0.11945317550707804, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9967175307683647, "total_loss": 0.7442199422512203}
{"data_time": 0.01453253929503262, "eta_seconds": 127972.41331765428, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2868260144524736, "fast_rcnn/fg_cls_accuracy": 0.6763465820266237, "iteration": 141119, "loss_box_reg": 0.2185329319909215, "loss_cls": 0.17728067096322775, "loss_mask": 0.23841805197298527, "loss_rpn_cls": 0.03159167803823948, "loss_rpn_loc": 0.07275314931757748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955436552528292, "mask_rcnn/false_negative": 0.08661179162030636, "mask_rcnn/false_positive": 0.11686815837898071, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9800490301568061, "total_loss": 0.7461291817598976}
{"data_time": 0.013086460996419191, "eta_seconds": 128022.78843496926, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.35839195979899496, "fast_rcnn/fg_cls_accuracy": 0.633896103896104, "iteration": 141139, "loss_box_reg": 0.20315288752317429, "loss_cls": 0.1726404707878828, "loss_mask": 0.23653718642890453, "loss_rpn_cls": 0.03467946813907474, "loss_rpn_loc": 0.08059890428557992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936502439829408, "mask_rcnn/false_negative": 0.09062746298328883, "mask_rcnn/false_positive": 0.12534022116235788, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.024378283880651, "total_loss": 0.7357570608146489}
{"data_time": 0.015851584495976567, "eta_seconds": 127915.08599455468, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.331315289648623, "fast_rcnn/fg_cls_accuracy": 0.6462272295605629, "iteration": 141159, "loss_box_reg": 0.22171298321336508, "loss_cls": 0.19349415879696608, "loss_mask": 0.24313907511532307, "loss_rpn_cls": 0.0371859772130847, "loss_rpn_loc": 0.07415242702700198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987683201607992, "mask_rcnn/false_negative": 0.08692764420071397, "mask_rcnn/false_positive": 0.11723352770963616, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9862857013940811, "total_loss": 0.8006539968773723}
{"data_time": 0.014015090884640813, "eta_seconds": 127894.82985019684, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27401238419814716, "fast_rcnn/fg_cls_accuracy": 0.6783707059700637, "iteration": 141179, "loss_box_reg": 0.21588419377803802, "loss_cls": 0.17064095754176378, "loss_mask": 0.23084128089249134, "loss_rpn_cls": 0.036678333301097155, "loss_rpn_loc": 0.07159797620261088, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008930910630235, "mask_rcnn/false_negative": 0.08779726469015553, "mask_rcnn/false_positive": 0.10665353176764503, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.003329046536237, "total_loss": 0.7453371258452535}
{"data_time": 0.01626685610972345, "eta_seconds": 127819.77283619344, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2963393990689801, "fast_rcnn/fg_cls_accuracy": 0.6734117790513352, "iteration": 141199, "loss_box_reg": 0.23175344988703728, "loss_cls": 0.18816047348082066, "loss_mask": 0.24226324446499348, "loss_rpn_cls": 0.03233080997597426, "loss_rpn_loc": 0.07359582977369428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945697325359667, "mask_rcnn/false_negative": 0.09251998704654307, "mask_rcnn/false_positive": 0.11615814827521288, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9988826643675566, "total_loss": 0.8040745612233877}
{"data_time": 0.01700815395452082, "eta_seconds": 127799.92504538037, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.28285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6852539352539353, "iteration": 141219, "loss_box_reg": 0.21677403524518013, "loss_cls": 0.16895504109561443, "loss_mask": 0.23179026320576668, "loss_rpn_cls": 0.039817176992073655, "loss_rpn_loc": 0.08067172160372138, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981872924639547, "mask_rcnn/false_negative": 0.08020934582815445, "mask_rcnn/false_positive": 0.11542382379149685, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9564413770567626, "total_loss": 0.742758086649701}
{"data_time": 0.025252562016248703, "eta_seconds": 127711.90753404982, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27420998980632005, "fast_rcnn/fg_cls_accuracy": 0.7166156982670744, "iteration": 141239, "loss_box_reg": 0.2108159027993679, "loss_cls": 0.1644460861571133, "loss_mask": 0.2270408794283867, "loss_rpn_cls": 0.031267231970559806, "loss_rpn_loc": 0.07563798036426306, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080841173835126, "mask_rcnn/false_negative": 0.0720990043934418, "mask_rcnn/false_positive": 0.11102611148283101, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9793012605514377, "total_loss": 0.7052749297581613}
{"data_time": 0.017351999878883362, "eta_seconds": 127815.4044008255, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.2593114009089113, "fast_rcnn/fg_cls_accuracy": 0.6982784976834975, "iteration": 141259, "loss_box_reg": 0.1991047915071249, "loss_cls": 0.1566320015117526, "loss_mask": 0.23117730766534805, "loss_rpn_cls": 0.02745146700181067, "loss_rpn_loc": 0.05589909479022026, "lr": 0.0001, "mask_rcnn/accuracy": 0.9166574403127307, "mask_rcnn/false_negative": 0.07110796607361566, "mask_rcnn/false_positive": 0.10258817742501833, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 1.0072091929614544, "total_loss": 0.6729556433274411}
{"data_time": 0.01454716851003468, "eta_seconds": 127649.1520643793, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3105519480519481, "fast_rcnn/fg_cls_accuracy": 0.6677971941384843, "iteration": 141279, "loss_box_reg": 0.18756695836782455, "loss_cls": 0.14945300202816725, "loss_mask": 0.2357350029051304, "loss_rpn_cls": 0.02892493363469839, "loss_rpn_loc": 0.06775928830029443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996379559575769, "mask_rcnn/false_negative": 0.0877864750136465, "mask_rcnn/false_positive": 0.1194293522289683, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 234.125, "rpn/num_pos_anchors": 21.875, "time": 0.9467691699974239, "total_loss": 0.6806556570227258}
{"data_time": 0.01844572345726192, "eta_seconds": 127731.64312897716, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31688777967511716, "fast_rcnn/fg_cls_accuracy": 0.6146956521739131, "iteration": 141299, "loss_box_reg": 0.20877154357731342, "loss_cls": 0.17205679835751653, "loss_mask": 0.23218882828950882, "loss_rpn_cls": 0.030049240798689425, "loss_rpn_loc": 0.06825437839142978, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052243429901317, "mask_rcnn/false_negative": 0.0852627466399012, "mask_rcnn/false_positive": 0.12076521115502528, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0045380955561996, "total_loss": 0.7139287565369159}
{"data_time": 0.01626118249259889, "eta_seconds": 127755.835313797, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2637610991013524, "fast_rcnn/fg_cls_accuracy": 0.6947716001537579, "iteration": 141319, "loss_box_reg": 0.20217509474605322, "loss_cls": 0.16459698881953955, "loss_mask": 0.23164265789091587, "loss_rpn_cls": 0.032820351189002395, "loss_rpn_loc": 0.0673422038089484, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040610861569509, "mask_rcnn/false_negative": 0.0891855968858761, "mask_rcnn/false_positive": 0.11251212604912367, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.00589754502289, "total_loss": 0.6985812505590729}
{"data_time": 0.023677093908190727, "eta_seconds": 127823.2113652816, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.29273907828892043, "fast_rcnn/fg_cls_accuracy": 0.6584100033456005, "iteration": 141339, "loss_box_reg": 0.20723929814994335, "loss_cls": 0.17199995275586843, "loss_mask": 0.23830472864210606, "loss_rpn_cls": 0.031210546847432852, "loss_rpn_loc": 0.07266919396352023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972400128492387, "mask_rcnn/false_negative": 0.09185314811783976, "mask_rcnn/false_positive": 0.09622757699133974, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0587856429629028, "total_loss": 0.7378753678640351}
{"data_time": 0.017621544422581792, "eta_seconds": 127716.52175053954, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28949737078971055, "fast_rcnn/fg_cls_accuracy": 0.6695626291670411, "iteration": 141359, "loss_box_reg": 0.22868970967829227, "loss_cls": 0.1812408696860075, "loss_mask": 0.2530203275382519, "loss_rpn_cls": 0.037927783792838454, "loss_rpn_loc": 0.09288349188864231, "lr": 0.0001, "mask_rcnn/accuracy": 0.894295247420182, "mask_rcnn/false_negative": 0.08997759207160497, "mask_rcnn/false_positive": 0.13199270390078613, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.973933786386624, "total_loss": 0.8259063448058441}
{"data_time": 0.012396977050229907, "eta_seconds": 127772.17662183568, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28847264096478287, "fast_rcnn/fg_cls_accuracy": 0.6643397296530863, "iteration": 141379, "loss_box_reg": 0.19930346962064505, "loss_cls": 0.15423036995343864, "loss_mask": 0.22475899197161198, "loss_rpn_cls": 0.029759844532236457, "loss_rpn_loc": 0.07162071019411087, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982388036016746, "mask_rcnn/false_negative": 0.08226036032386906, "mask_rcnn/false_positive": 0.1277656289859465, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9961394006386399, "total_loss": 0.6664728589821607}
{"data_time": 0.024343958590179682, "eta_seconds": 127895.98790719174, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27754393349468587, "fast_rcnn/fg_cls_accuracy": 0.7012307338394295, "iteration": 141399, "loss_box_reg": 0.19991931691765785, "loss_cls": 0.16788710933178663, "loss_mask": 0.22165521048009396, "loss_rpn_cls": 0.027327839052304626, "loss_rpn_loc": 0.06778832664713264, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086206891360599, "mask_rcnn/false_negative": 0.08123945774846625, "mask_rcnn/false_positive": 0.0954892023804979, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0172867737710476, "total_loss": 0.7133003531489521}
{"data_time": 0.014877512585371733, "eta_seconds": 127774.78794847615, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2839059411696314, "fast_rcnn/fg_cls_accuracy": 0.6846878269968608, "iteration": 141419, "loss_box_reg": 0.21395823173224926, "loss_cls": 0.17729023098945618, "loss_mask": 0.23082463070750237, "loss_rpn_cls": 0.030094709829427302, "loss_rpn_loc": 0.06267261225730181, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045165894101543, "mask_rcnn/false_negative": 0.07713898296672705, "mask_rcnn/false_positive": 0.11570726106424131, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 1.0074189191218466, "total_loss": 0.7140531166223809}
{"data_time": 0.01677907770499587, "eta_seconds": 127967.13785788044, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2996239837398374, "fast_rcnn/fg_cls_accuracy": 0.6722549019607844, "iteration": 141439, "loss_box_reg": 0.23170854058116674, "loss_cls": 0.17956129368394613, "loss_mask": 0.25121941044926643, "loss_rpn_cls": 0.03569350345060229, "loss_rpn_loc": 0.08931246516294777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928155673510387, "mask_rcnn/false_negative": 0.09741114616735616, "mask_rcnn/false_positive": 0.10990051802089046, "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": 1.0333366165868938, "total_loss": 0.78779112175107}
{"data_time": 0.016796106472611427, "eta_seconds": 127947.23008907866, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2912216770096695, "fast_rcnn/fg_cls_accuracy": 0.7013367729831144, "iteration": 141459, "loss_box_reg": 0.22283242642879486, "loss_cls": 0.1800561659038067, "loss_mask": 0.23889398016035557, "loss_rpn_cls": 0.03344689239747822, "loss_rpn_loc": 0.07416287390515208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874023598657792, "mask_rcnn/false_negative": 0.10578856503340933, "mask_rcnn/false_positive": 0.11623465430103935, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 1.0041162581183016, "total_loss": 0.7484293826855719}
{"data_time": 0.025905648013576865, "eta_seconds": 127985.60282869264, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22473847769947913, "fast_rcnn/fg_cls_accuracy": 0.7316417910447761, "iteration": 141479, "loss_box_reg": 0.202122425660491, "loss_cls": 0.15976119972765446, "loss_mask": 0.23396996781229973, "loss_rpn_cls": 0.03660641540773213, "loss_rpn_loc": 0.08930202224291861, "lr": 0.0001, "mask_rcnn/accuracy": 0.900591255292487, "mask_rcnn/false_negative": 0.10349744495481947, "mask_rcnn/false_positive": 0.09522051816899128, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0508745117112994, "total_loss": 0.7581322960322723}
{"data_time": 0.01791396038606763, "eta_seconds": 128040.14140204526, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28558687689122475, "fast_rcnn/fg_cls_accuracy": 0.67953244715222, "iteration": 141499, "loss_box_reg": 0.220584224909544, "loss_cls": 0.1741498038172722, "loss_mask": 0.2324324082583189, "loss_rpn_cls": 0.03177289152517915, "loss_rpn_loc": 0.07442168041598052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951719966060353, "mask_rcnn/false_negative": 0.09106661496926921, "mask_rcnn/false_positive": 0.10816001578993967, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0461326951626688, "total_loss": 0.7270925785414875}
{"data_time": 0.016246551647782326, "eta_seconds": 128054.00966487825, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.29459630950747706, "fast_rcnn/fg_cls_accuracy": 0.6722327422964365, "iteration": 141519, "loss_box_reg": 0.22300384752452374, "loss_cls": 0.1777510056272149, "loss_mask": 0.24005413241684437, "loss_rpn_cls": 0.02950528310611844, "loss_rpn_loc": 0.0729171100538224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8853520891746338, "mask_rcnn/false_negative": 0.10103387250817306, "mask_rcnn/false_positive": 0.12204208186785165, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0077825291082263, "total_loss": 0.7416543677682057}
{"data_time": 0.01389228762127459, "eta_seconds": 127942.73513712455, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2806411178086232, "fast_rcnn/fg_cls_accuracy": 0.6655701754385965, "iteration": 141539, "loss_box_reg": 0.21535542234778404, "loss_cls": 0.1842178637161851, "loss_mask": 0.22973299212753773, "loss_rpn_cls": 0.03374294005334377, "loss_rpn_loc": 0.08601160405669361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992368363918916, "mask_rcnn/false_negative": 0.08288858165075377, "mask_rcnn/false_positive": 0.13639039027005362, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9899866282939911, "total_loss": 0.720174698275514}
{"data_time": 0.018855088856071234, "eta_seconds": 127922.81567034312, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2797105911330049, "fast_rcnn/fg_cls_accuracy": 0.663542795232936, "iteration": 141559, "loss_box_reg": 0.216841752640903, "loss_cls": 0.17828748188912868, "loss_mask": 0.23566359281539917, "loss_rpn_cls": 0.03375057876110077, "loss_rpn_loc": 0.07242558407597244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930614298033097, "mask_rcnn/false_negative": 0.09159337709464951, "mask_rcnn/false_positive": 0.12610366578272533, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9891557390801609, "total_loss": 0.7488164838869125}
{"data_time": 0.020154969999566674, "eta_seconds": 127967.56401469, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27247862434743314, "fast_rcnn/fg_cls_accuracy": 0.7088765563990811, "iteration": 141579, "loss_box_reg": 0.20181777700781822, "loss_cls": 0.16729120444506407, "loss_mask": 0.23310860060155392, "loss_rpn_cls": 0.03286864492110908, "loss_rpn_loc": 0.0758585506118834, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965951918727959, "mask_rcnn/false_negative": 0.0838423952547187, "mask_rcnn/false_positive": 0.11928113012591658, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0295907044783235, "total_loss": 0.6960736563778482}
{"data_time": 0.019702655728906393, "eta_seconds": 128069.65265516192, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.224720575116755, "fast_rcnn/fg_cls_accuracy": 0.7455396966993755, "iteration": 141599, "loss_box_reg": 0.20245777815580368, "loss_cls": 0.166771718300879, "loss_mask": 0.22983292303979397, "loss_rpn_cls": 0.03142924513667822, "loss_rpn_loc": 0.0751096426974982, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077346388040796, "mask_rcnn/false_negative": 0.08324462010839781, "mask_rcnn/false_positive": 0.10453480491890683, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0657610858324915, "total_loss": 0.7097226700279862}
{"data_time": 0.015480547910556197, "eta_seconds": 128030.8425393235, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2770332402424903, "fast_rcnn/fg_cls_accuracy": 0.6686991869918699, "iteration": 141619, "loss_box_reg": 0.2180241420865059, "loss_cls": 0.16289036255329847, "loss_mask": 0.2316096406430006, "loss_rpn_cls": 0.028755862032994628, "loss_rpn_loc": 0.06167292705504224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959716019351682, "mask_rcnn/false_negative": 0.09428035647590191, "mask_rcnn/false_positive": 0.10784352013539852, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0147525274660438, "total_loss": 0.7056504468782805}
{"data_time": 0.01513931923545897, "eta_seconds": 128145.3794595506, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24704882994464844, "fast_rcnn/fg_cls_accuracy": 0.719722217375373, "iteration": 141639, "loss_box_reg": 0.2192082591354847, "loss_cls": 0.18142628110945225, "loss_mask": 0.2297484129667282, "loss_rpn_cls": 0.0409332187846303, "loss_rpn_loc": 0.07868121075443923, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003987231212663, "mask_rcnn/false_negative": 0.08578803597236052, "mask_rcnn/false_positive": 0.11543495890365489, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0119657958857715, "total_loss": 0.7471832687733695}
{"data_time": 0.01635997020639479, "eta_seconds": 128024.12856135517, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33938184237585434, "fast_rcnn/fg_cls_accuracy": 0.6523935002195872, "iteration": 141659, "loss_box_reg": 0.20290114358067513, "loss_cls": 0.17281422670930624, "loss_mask": 0.21966983191668987, "loss_rpn_cls": 0.03151228663045913, "loss_rpn_loc": 0.06931703328154981, "lr": 0.0001, "mask_rcnn/accuracy": 0.90398387150913, "mask_rcnn/false_negative": 0.08691920345827508, "mask_rcnn/false_positive": 0.10234790254573536, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9639966145623475, "total_loss": 0.7225296410615556}
{"data_time": 0.014969893032684922, "eta_seconds": 128023.12223412097, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.3017667544381211, "fast_rcnn/fg_cls_accuracy": 0.6856277569293567, "iteration": 141679, "loss_box_reg": 0.20138821564614773, "loss_cls": 0.15731811989098787, "loss_mask": 0.2254885397851467, "loss_rpn_cls": 0.03065195505041629, "loss_rpn_loc": 0.06514317449182272, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008358215694343, "mask_rcnn/false_negative": 0.07498309916549831, "mask_rcnn/false_positive": 0.09723627423889228, "roi_head/num_bg_samples": 462.875, "roi_head/num_fg_samples": 49.125, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9932290827855468, "total_loss": 0.6873011543648317}
{"data_time": 0.01710762665607035, "eta_seconds": 128146.80083689746, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.28395995070073565, "fast_rcnn/fg_cls_accuracy": 0.6904385766945009, "iteration": 141699, "loss_box_reg": 0.22563437558710575, "loss_cls": 0.1762357298284769, "loss_mask": 0.23824689164757729, "loss_rpn_cls": 0.029276500805281103, "loss_rpn_loc": 0.0655763556715101, "lr": 0.0001, "mask_rcnn/accuracy": 0.912197018148895, "mask_rcnn/false_negative": 0.08323881800625416, "mask_rcnn/false_positive": 0.1063299319219205, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0131225511431694, "total_loss": 0.7143271943787113}
{"data_time": 0.016926019452512264, "eta_seconds": 128256.21503432281, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32078487698651714, "fast_rcnn/fg_cls_accuracy": 0.6573763833891766, "iteration": 141719, "loss_box_reg": 0.20371314696967602, "loss_cls": 0.17577298544347286, "loss_mask": 0.23921267315745354, "loss_rpn_cls": 0.02995594870299101, "loss_rpn_loc": 0.06484231783542782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933640593043274, "mask_rcnn/false_negative": 0.10050651993673451, "mask_rcnn/false_positive": 0.10966404528908219, "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": 0.9867355956230313, "total_loss": 0.7113758530467749}
{"data_time": 0.015604117885231972, "eta_seconds": 128353.05613072589, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.31771889790398916, "fast_rcnn/fg_cls_accuracy": 0.6732613908872902, "iteration": 141739, "loss_box_reg": 0.21338082570582628, "loss_cls": 0.17295148875564337, "loss_mask": 0.2315294910222292, "loss_rpn_cls": 0.03367793431971222, "loss_rpn_loc": 0.0831289729103446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933830419299524, "mask_rcnn/false_negative": 0.08632448526506958, "mask_rcnn/false_positive": 0.11382497845546954, "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": 1.0121368248946965, "total_loss": 0.7385605248855427}
{"data_time": 0.014442701358348131, "eta_seconds": 128320.622787904, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.32895324649942065, "fast_rcnn/fg_cls_accuracy": 0.6538684368499672, "iteration": 141759, "loss_box_reg": 0.20250413194298744, "loss_cls": 0.1717230360955, "loss_mask": 0.23681476712226868, "loss_rpn_cls": 0.03161048318725079, "loss_rpn_loc": 0.08232330286409706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932484225574288, "mask_rcnn/false_negative": 0.09567661134688042, "mask_rcnn/false_positive": 0.10983362679411746, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.997874086489901, "total_loss": 0.701625530840829}
{"data_time": 0.013195183360949159, "eta_seconds": 128466.31560029928, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.330316091954023, "fast_rcnn/fg_cls_accuracy": 0.6508185301288749, "iteration": 141779, "loss_box_reg": 0.1969794314354658, "loss_cls": 0.16388470586389303, "loss_mask": 0.23284746892750263, "loss_rpn_cls": 0.02901919417490717, "loss_rpn_loc": 0.06255304301157594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986445106044316, "mask_rcnn/false_negative": 0.1002233689818316, "mask_rcnn/false_positive": 0.1045241528354651, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0151103541720659, "total_loss": 0.6662983840651577}
{"data_time": 0.023387650726363063, "eta_seconds": 128706.54987604357, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27768999095120406, "fast_rcnn/fg_cls_accuracy": 0.7041045209604919, "iteration": 141799, "loss_box_reg": 0.21575631201267242, "loss_cls": 0.1702484367415309, "loss_mask": 0.23378999903798103, "loss_rpn_cls": 0.030644641956314445, "loss_rpn_loc": 0.07889573997817934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919411095770764, "mask_rcnn/false_negative": 0.0948640728865587, "mask_rcnn/false_positive": 0.12170327688931049, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0286762139294297, "total_loss": 0.7563683303887956}
{"data_time": 0.014697073958814144, "eta_seconds": 128779.40432688221, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28027318098240084, "fast_rcnn/fg_cls_accuracy": 0.6919753086419753, "iteration": 141819, "loss_box_reg": 0.1981649026274681, "loss_cls": 0.16691670473665, "loss_mask": 0.2327710408717394, "loss_rpn_cls": 0.03501572186360136, "loss_rpn_loc": 0.07171526085585356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950798985520048, "mask_rcnn/false_negative": 0.09300973587717301, "mask_rcnn/false_positive": 0.1159321164759792, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.017504730494693, "total_loss": 0.7163600863423198}
{"data_time": 0.017153302440419793, "eta_seconds": 128729.98930089176, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29734848484848486, "fast_rcnn/fg_cls_accuracy": 0.6880582657688608, "iteration": 141839, "loss_box_reg": 0.21722611412405968, "loss_cls": 0.17324471287429333, "loss_mask": 0.2357517695054412, "loss_rpn_cls": 0.04078527621459216, "loss_rpn_loc": 0.09110541641712189, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970667290791998, "mask_rcnn/false_negative": 0.09358922183499963, "mask_rcnn/false_positive": 0.11132518652515339, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0111652705818415, "total_loss": 0.74731101305224}
{"data_time": 0.01664953539147973, "eta_seconds": 128649.27379755769, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.26737002567394097, "fast_rcnn/fg_cls_accuracy": 0.6893544683857293, "iteration": 141859, "loss_box_reg": 0.2088135275989771, "loss_cls": 0.17426193039864302, "loss_mask": 0.23315675929188728, "loss_rpn_cls": 0.03892830107361078, "loss_rpn_loc": 0.08270109933800995, "lr": 0.0001, "mask_rcnn/accuracy": 0.889805851130987, "mask_rcnn/false_negative": 0.10366357495634299, "mask_rcnn/false_positive": 0.11622187290670324, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 203.625, "rpn/num_pos_anchors": 52.375, "time": 0.9959883550181985, "total_loss": 0.7415136190829799}
{"data_time": 0.02062937617301941, "eta_seconds": 128657.72919340059, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2245796997212982, "fast_rcnn/fg_cls_accuracy": 0.7370321206640021, "iteration": 141879, "loss_box_reg": 0.21068115159869194, "loss_cls": 0.17845538165420294, "loss_mask": 0.23333391174674034, "loss_rpn_cls": 0.03435239498503506, "loss_rpn_loc": 0.06931629660539329, "lr": 0.0001, "mask_rcnn/accuracy": 0.9146283028440587, "mask_rcnn/false_negative": 0.08929194090732101, "mask_rcnn/false_positive": 0.08585364371216098, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9909556771162897, "total_loss": 0.7332501536002383}
{"data_time": 0.014212626032531261, "eta_seconds": 128708.9142519515, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30435064935064937, "fast_rcnn/fg_cls_accuracy": 0.665891472868217, "iteration": 141899, "loss_box_reg": 0.2256365269422531, "loss_cls": 0.18808759981766343, "loss_mask": 0.24762599542737007, "loss_rpn_cls": 0.036405103048309684, "loss_rpn_loc": 0.08838739059865475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886561843078725, "mask_rcnn/false_negative": 0.08613283187987894, "mask_rcnn/false_positive": 0.12473675617387248, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0327824365813285, "total_loss": 0.812115038279444}
{"data_time": 0.01541454577818513, "eta_seconds": 128736.30999866873, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2593489466219255, "fast_rcnn/fg_cls_accuracy": 0.7049966360170442, "iteration": 141919, "loss_box_reg": 0.21149360574781895, "loss_cls": 0.17272896971553564, "loss_mask": 0.23618669994175434, "loss_rpn_cls": 0.03346711036283523, "loss_rpn_loc": 0.06473800190724432, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088254233794936, "mask_rcnn/false_negative": 0.0907640403008888, "mask_rcnn/false_positive": 0.0812898948720649, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0103460040409118, "total_loss": 0.7183735013240948}
{"data_time": 0.014290966326370835, "eta_seconds": 128668.72411479242, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.29927672955974843, "fast_rcnn/fg_cls_accuracy": 0.6757128352652508, "iteration": 141939, "loss_box_reg": 0.2065232042223215, "loss_cls": 0.16892819572240114, "loss_mask": 0.24090325646102428, "loss_rpn_cls": 0.03130952810170129, "loss_rpn_loc": 0.06604980444535613, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905191830647248, "mask_rcnn/false_negative": 0.10028362894949827, "mask_rcnn/false_positive": 0.11909973262099385, "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": 0.9842840344645083, "total_loss": 0.7179840453900397}
{"data_time": 0.021006139926612377, "eta_seconds": 128696.10502989963, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31156663848971544, "fast_rcnn/fg_cls_accuracy": 0.6784625959445527, "iteration": 141959, "loss_box_reg": 0.21379933319985867, "loss_cls": 0.17480572685599327, "loss_mask": 0.2399407960474491, "loss_rpn_cls": 0.029259667149744928, "loss_rpn_loc": 0.06277079705614597, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841045913805028, "mask_rcnn/false_negative": 0.0935076499588028, "mask_rcnn/false_positive": 0.12997957927945397, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0019227340817451, "total_loss": 0.7190769540029578}
{"data_time": 0.014662849484011531, "eta_seconds": 128528.79687500652, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.25951015432355307, "fast_rcnn/fg_cls_accuracy": 0.7022184965689333, "iteration": 141979, "loss_box_reg": 0.23585167713463306, "loss_cls": 0.1897003222256899, "loss_mask": 0.24799158796668053, "loss_rpn_cls": 0.03407192544545978, "loss_rpn_loc": 0.08171685505658388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894391935797916, "mask_rcnn/false_negative": 0.09375965178162814, "mask_rcnn/false_positive": 0.12378333126334337, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9893602230586112, "total_loss": 0.774477211816702}
{"data_time": 0.016393665689975023, "eta_seconds": 128508.71738791466, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3179482175383815, "fast_rcnn/fg_cls_accuracy": 0.6302976825631343, "iteration": 141999, "loss_box_reg": 0.20655127428472042, "loss_cls": 0.17928306013345718, "loss_mask": 0.24353867303580046, "loss_rpn_cls": 0.034696937538683414, "loss_rpn_loc": 0.06961276102811098, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870720966906956, "mask_rcnn/false_negative": 0.1020205110008887, "mask_rcnn/false_positive": 0.11106320966589285, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0071789789944887, "total_loss": 0.7496489927871153}
{"data_time": 0.02571636252105236, "eta_seconds": 128471.2526017148, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28233381752784115, "fast_rcnn/fg_cls_accuracy": 0.6771755628636478, "iteration": 142019, "loss_box_reg": 0.21763066574931145, "loss_cls": 0.17164224572479725, "loss_mask": 0.2351699285209179, "loss_rpn_cls": 0.03640839993022382, "loss_rpn_loc": 0.07342657970730215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959679291636309, "mask_rcnn/false_negative": 0.08970963914224883, "mask_rcnn/false_positive": 0.11827101160856449, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9643468020949513, "total_loss": 0.7398470918415114}
{"data_time": 0.013085731538012624, "eta_seconds": 128460.45617509633, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.29154571843251087, "fast_rcnn/fg_cls_accuracy": 0.6787675711016672, "iteration": 142039, "loss_box_reg": 0.2287375945597887, "loss_cls": 0.1862118085846305, "loss_mask": 0.24329176172614098, "loss_rpn_cls": 0.033284877077676356, "loss_rpn_loc": 0.08995931688696146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987191256549203, "mask_rcnn/false_negative": 0.09730889918939448, "mask_rcnn/false_positive": 0.11738333731355163, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9995204543229192, "total_loss": 0.7979376287257764}
{"data_time": 0.014486766653135419, "eta_seconds": 128260.96389850602, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2894607706979242, "fast_rcnn/fg_cls_accuracy": 0.6878388635870745, "iteration": 142059, "loss_box_reg": 0.1844828766770661, "loss_cls": 0.15673048328608274, "loss_mask": 0.2254993924871087, "loss_rpn_cls": 0.02612809179117903, "loss_rpn_loc": 0.0651121495757252, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043305304611018, "mask_rcnn/false_negative": 0.07981094200617345, "mask_rcnn/false_positive": 0.1142100705150021, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9752845098264515, "total_loss": 0.6621538323815912}
{"data_time": 0.02181899663992226, "eta_seconds": 128109.54311331734, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.31531620989452314, "fast_rcnn/fg_cls_accuracy": 0.6651037138243696, "iteration": 142079, "loss_box_reg": 0.22142517566680908, "loss_cls": 0.17218404915183783, "loss_mask": 0.2387583814561367, "loss_rpn_cls": 0.03344884666148573, "loss_rpn_loc": 0.07293842500075698, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032318695665019, "mask_rcnn/false_negative": 0.08570036597929895, "mask_rcnn/false_positive": 0.11543948440415175, "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": 0.9874824450816959, "total_loss": 0.7567844823934138}
{"data_time": 0.015549242729321122, "eta_seconds": 128020.75337909628, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2747675962815405, "fast_rcnn/fg_cls_accuracy": 0.6874216573816156, "iteration": 142099, "loss_box_reg": 0.20755855180323124, "loss_cls": 0.17196329683065414, "loss_mask": 0.23170916736125946, "loss_rpn_cls": 0.030968472361564636, "loss_rpn_loc": 0.07363410270772874, "lr": 0.0001, "mask_rcnn/accuracy": 0.9120863526570049, "mask_rcnn/false_negative": 0.07774206544337142, "mask_rcnn/false_positive": 0.09928490352235068, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 235.625, "rpn/num_pos_anchors": 20.375, "time": 0.9853324815630913, "total_loss": 0.7164290448417887}
{"data_time": 0.016849756240844727, "eta_seconds": 128103.97812145762, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3302402841022998, "fast_rcnn/fg_cls_accuracy": 0.6574122577265584, "iteration": 142119, "loss_box_reg": 0.2267455141991377, "loss_cls": 0.176899460144341, "loss_mask": 0.24238434806466103, "loss_rpn_cls": 0.03571896505309269, "loss_rpn_loc": 0.07291259244084358, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909534039465519, "mask_rcnn/false_negative": 0.09992913824825303, "mask_rcnn/false_positive": 0.1187274412431085, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0174707539845258, "total_loss": 0.744207053212449}
{"data_time": 0.014616622356697917, "eta_seconds": 128032.66709064133, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.22707855504587157, "fast_rcnn/fg_cls_accuracy": 0.7388809250764525, "iteration": 142139, "loss_box_reg": 0.2192362891510129, "loss_cls": 0.17094431351870298, "loss_mask": 0.23677518591284752, "loss_rpn_cls": 0.03432433644775301, "loss_rpn_loc": 0.07226201053708792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992825700656213, "mask_rcnn/false_negative": 0.07775446512617396, "mask_rcnn/false_positive": 0.11124090439576147, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.997568202437833, "total_loss": 0.7639852148713544}
{"data_time": 0.013686879072338343, "eta_seconds": 128105.41298151016, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3502886002886003, "fast_rcnn/fg_cls_accuracy": 0.6181350589016095, "iteration": 142159, "loss_box_reg": 0.23010370507836342, "loss_cls": 0.1823029238730669, "loss_mask": 0.24886109866201878, "loss_rpn_cls": 0.039209236623719335, "loss_rpn_loc": 0.0834642798290588, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950906481962555, "mask_rcnn/false_negative": 0.09949585523660126, "mask_rcnn/false_positive": 0.10861254636762203, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.005918028531596, "total_loss": 0.786940656369552}
{"data_time": 0.01535930298268795, "eta_seconds": 128085.37145882845, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.28339062897886425, "fast_rcnn/fg_cls_accuracy": 0.6545284780578898, "iteration": 142179, "loss_box_reg": 0.22370471199974418, "loss_cls": 0.17835442069917917, "loss_mask": 0.24618209153413773, "loss_rpn_cls": 0.035445539047941566, "loss_rpn_loc": 0.08203692361712456, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944103208188281, "mask_rcnn/false_negative": 0.09129916995049941, "mask_rcnn/false_positive": 0.12360706425833032, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9986842842772603, "total_loss": 0.7821370731107891}
{"data_time": 0.027349650859832764, "eta_seconds": 128096.89874039032, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2775443282625927, "fast_rcnn/fg_cls_accuracy": 0.7085193940985903, "iteration": 142199, "loss_box_reg": 0.21496201306581497, "loss_cls": 0.17495939414948225, "loss_mask": 0.2338420432060957, "loss_rpn_cls": 0.03336582123301923, "loss_rpn_loc": 0.08609611541032791, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024758795484953, "mask_rcnn/false_negative": 0.08954373559044354, "mask_rcnn/false_positive": 0.1072232800005016, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.024464318761602, "total_loss": 0.7426361569669098}
{"data_time": 0.025318715954199433, "eta_seconds": 128061.98642639909, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2762539184952978, "fast_rcnn/fg_cls_accuracy": 0.6896987112504354, "iteration": 142219, "loss_box_reg": 0.2150982553139329, "loss_cls": 0.16374778421595693, "loss_mask": 0.23699259012937546, "loss_rpn_cls": 0.03435587859712541, "loss_rpn_loc": 0.06946750590577722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947145978187367, "mask_rcnn/false_negative": 0.09391681830146315, "mask_rcnn/false_positive": 0.1101033387946582, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9857698963023722, "total_loss": 0.7427912572165951}
{"data_time": 0.014671741984784603, "eta_seconds": 128075.27624346316, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2957300275482094, "fast_rcnn/fg_cls_accuracy": 0.6604938271604939, "iteration": 142239, "loss_box_reg": 0.19543729722499847, "loss_cls": 0.16107592917978764, "loss_mask": 0.22761112824082375, "loss_rpn_cls": 0.034558714483864605, "loss_rpn_loc": 0.0768419576343149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991197918846281, "mask_rcnn/false_negative": 0.08474289542259442, "mask_rcnn/false_positive": 0.11652853552534084, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.013517114566639, "total_loss": 0.7102154372259974}
{"data_time": 0.01725748018361628, "eta_seconds": 128098.1065742299, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.30015007116777026, "fast_rcnn/fg_cls_accuracy": 0.6650738983669373, "iteration": 142259, "loss_box_reg": 0.19451144710183144, "loss_cls": 0.15970853809267282, "loss_mask": 0.2380348313599825, "loss_rpn_cls": 0.02938486193306744, "loss_rpn_loc": 0.05296152480877936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984798879065796, "mask_rcnn/false_negative": 0.07634347435898794, "mask_rcnn/false_positive": 0.12274841045355528, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0395621163770556, "total_loss": 0.6797265082132071}
{"data_time": 0.01808967348188162, "eta_seconds": 128206.22137174942, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.21950080759135876, "fast_rcnn/fg_cls_accuracy": 0.7555167500695024, "iteration": 142279, "loss_box_reg": 0.21134765725582838, "loss_cls": 0.17259851656854153, "loss_mask": 0.23887263983488083, "loss_rpn_cls": 0.03142158989794552, "loss_rpn_loc": 0.07734733959659934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969326631286765, "mask_rcnn/false_negative": 0.10062409563517154, "mask_rcnn/false_positive": 0.09476264986449032, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0130708690267056, "total_loss": 0.7421993371099234}
{"data_time": 0.015679283067584038, "eta_seconds": 128112.92681766208, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.31338383838383843, "fast_rcnn/fg_cls_accuracy": 0.6305766697071045, "iteration": 142299, "loss_box_reg": 0.19953729026019573, "loss_cls": 0.17169066611677408, "loss_mask": 0.23902226611971855, "loss_rpn_cls": 0.04275169316679239, "loss_rpn_loc": 0.06557745847385377, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895821319016071, "mask_rcnn/false_negative": 0.09475478171156461, "mask_rcnn/false_positive": 0.12629456017422439, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9723190001677722, "total_loss": 0.7098412462510169}
{"data_time": 0.0160291634965688, "eta_seconds": 128000.04735454917, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2875409836065574, "fast_rcnn/fg_cls_accuracy": 0.6854521024826702, "iteration": 142319, "loss_box_reg": 0.20817719213664532, "loss_cls": 0.15756175108253956, "loss_mask": 0.24262824654579163, "loss_rpn_cls": 0.03320984053425491, "loss_rpn_loc": 0.07345319748856127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985939844648378, "mask_rcnn/false_negative": 0.08726948890384147, "mask_rcnn/false_positive": 0.11093404848006014, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9876650129444897, "total_loss": 0.705028509022668}
{"data_time": 0.014899593545123935, "eta_seconds": 127790.28531902935, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.296120158204032, "fast_rcnn/fg_cls_accuracy": 0.665294751976995, "iteration": 142339, "loss_box_reg": 0.20372808817774057, "loss_cls": 0.16300745587795973, "loss_mask": 0.2383814062923193, "loss_rpn_cls": 0.030346586601808667, "loss_rpn_loc": 0.05881056492216885, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001347034140759, "mask_rcnn/false_negative": 0.08384162360565962, "mask_rcnn/false_positive": 0.12349571560326503, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9784577423706651, "total_loss": 0.7073997194238473}
{"data_time": 0.017911680974066257, "eta_seconds": 127770.26490773074, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2751890841476884, "fast_rcnn/fg_cls_accuracy": 0.713317793931732, "iteration": 142359, "loss_box_reg": 0.21909418888390064, "loss_cls": 0.1750499028712511, "loss_mask": 0.24194983392953873, "loss_rpn_cls": 0.036063302075490355, "loss_rpn_loc": 0.07612005062401295, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060813740450158, "mask_rcnn/false_negative": 0.09123375902671263, "mask_rcnn/false_positive": 0.10304999160981265, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9848713572137058, "total_loss": 0.7456362105440348}
{"data_time": 0.015226161107420921, "eta_seconds": 127750.24449643213, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3106565469579168, "fast_rcnn/fg_cls_accuracy": 0.6270476059816161, "iteration": 142379, "loss_box_reg": 0.20289387833327055, "loss_cls": 0.1720701176673174, "loss_mask": 0.23755257204174995, "loss_rpn_cls": 0.03013713308610022, "loss_rpn_loc": 0.08512430998962373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909752523918633, "mask_rcnn/false_negative": 0.10828615263367067, "mask_rcnn/false_positive": 0.10267320436626119, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9837454766966403, "total_loss": 0.7369954268215224}
{"data_time": 0.014571932377293706, "eta_seconds": 127730.22408513352, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2946657482876057, "fast_rcnn/fg_cls_accuracy": 0.6885370610519437, "iteration": 142399, "loss_box_reg": 0.20420084334909916, "loss_cls": 0.15084974560886621, "loss_mask": 0.2400707807391882, "loss_rpn_cls": 0.03416126227239147, "loss_rpn_loc": 0.08457368705421686, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051355178198232, "mask_rcnn/false_negative": 0.0886213473104541, "mask_rcnn/false_positive": 0.09778895067558202, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.007090276805684, "total_loss": 0.7114099874161184}
{"data_time": 0.019217703258618712, "eta_seconds": 127728.79107775167, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2646051910841445, "fast_rcnn/fg_cls_accuracy": 0.7097238023005941, "iteration": 142419, "loss_box_reg": 0.21143682207912207, "loss_cls": 0.17717711254954338, "loss_mask": 0.22603654488921165, "loss_rpn_cls": 0.0313929115945939, "loss_rpn_loc": 0.068381700781174, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005421261088498, "mask_rcnn/false_negative": 0.07195301499360429, "mask_rcnn/false_positive": 0.11354693456873764, "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": 1.0285195030737668, "total_loss": 0.6991129805101082}
{"data_time": 0.01437853998504579, "eta_seconds": 127672.25107085891, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30861607966070437, "fast_rcnn/fg_cls_accuracy": 0.6786387686387687, "iteration": 142439, "loss_box_reg": 0.21524846367537975, "loss_cls": 0.1773383542895317, "loss_mask": 0.2456316389143467, "loss_rpn_cls": 0.03320792387239635, "loss_rpn_loc": 0.06447260593995452, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887856342560612, "mask_rcnn/false_negative": 0.08604533089033552, "mask_rcnn/false_positive": 0.11536434197042819, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.011690482730046, "total_loss": 0.7505751235876232}
{"data_time": 0.014602008042857051, "eta_seconds": 127601.68323823716, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.34777938111271445, "fast_rcnn/fg_cls_accuracy": 0.6128980119605625, "iteration": 142459, "loss_box_reg": 0.20075127482414246, "loss_cls": 0.1791525250300765, "loss_mask": 0.23855916410684586, "loss_rpn_cls": 0.030552873737178743, "loss_rpn_loc": 0.07130132068414241, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042152213984807, "mask_rcnn/false_negative": 0.08188338228116941, "mask_rcnn/false_positive": 0.11219281945513598, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9788207889068872, "total_loss": 0.7340735950274393}
{"data_time": 0.016070902813225985, "eta_seconds": 127581.67356546968, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3025407346037006, "fast_rcnn/fg_cls_accuracy": 0.6691427595628415, "iteration": 142479, "loss_box_reg": 0.21917397063225508, "loss_cls": 0.17414247803390026, "loss_mask": 0.2314740214496851, "loss_rpn_cls": 0.03027269843732938, "loss_rpn_loc": 0.08515899395570159, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011866130959731, "mask_rcnn/false_negative": 0.09066709971157932, "mask_rcnn/false_positive": 0.11879135575856482, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0135992737486959, "total_loss": 0.7453487234888598}
{"data_time": 0.01805050461553037, "eta_seconds": 127527.15874579735, "fast_rcnn/cls_accuracy": 0.916259765625, "fast_rcnn/false_negative": 0.3031122031122031, "fast_rcnn/fg_cls_accuracy": 0.5969084195091243, "iteration": 142499, "loss_box_reg": 0.2356121651828289, "loss_cls": 0.19175327476114035, "loss_mask": 0.23959722183644772, "loss_rpn_cls": 0.03698458103463054, "loss_rpn_loc": 0.08214750094339252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911320412935213, "mask_rcnn/false_negative": 0.08631391604705269, "mask_rcnn/false_positive": 0.1267022773242173, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0246737864799798, "total_loss": 0.8123246514005587}
{"data_time": 0.017106381012126803, "eta_seconds": 127541.65421993472, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2975858818600754, "fast_rcnn/fg_cls_accuracy": 0.6962295768747382, "iteration": 142519, "loss_box_reg": 0.21831716783344746, "loss_cls": 0.15969107579439878, "loss_mask": 0.2286943681538105, "loss_rpn_cls": 0.026335185393691063, "loss_rpn_loc": 0.05872671748511493, "lr": 0.0001, "mask_rcnn/accuracy": 0.89920732477899, "mask_rcnn/false_negative": 0.08656258710013515, "mask_rcnn/false_positive": 0.12300924202477054, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0279027465730906, "total_loss": 0.7239101695595309}
{"data_time": 0.019204365322366357, "eta_seconds": 127473.2737765694, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.30717854763491004, "fast_rcnn/fg_cls_accuracy": 0.6492553983618764, "iteration": 142539, "loss_box_reg": 0.2084818985313177, "loss_cls": 0.1768423691391945, "loss_mask": 0.24108309112489223, "loss_rpn_cls": 0.030348982894793153, "loss_rpn_loc": 0.06787414732389152, "lr": 0.0001, "mask_rcnn/accuracy": 0.892588110329456, "mask_rcnn/false_negative": 0.0953262362156524, "mask_rcnn/false_positive": 0.11933541858836498, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9736210475675762, "total_loss": 0.7316829891060479}
{"data_time": 0.017732185311615467, "eta_seconds": 127467.1459652111, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3316173530587765, "fast_rcnn/fg_cls_accuracy": 0.650422138836773, "iteration": 142559, "loss_box_reg": 0.2120864801108837, "loss_cls": 0.17382998950779438, "loss_mask": 0.2374060321599245, "loss_rpn_cls": 0.031873728265054524, "loss_rpn_loc": 0.06966119341086596, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976237450889097, "mask_rcnn/false_negative": 0.08775468454767243, "mask_rcnn/false_positive": 0.1147709974293272, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9907832648605108, "total_loss": 0.7488182530505583}
{"data_time": 0.02178530558012426, "eta_seconds": 127420.41513425764, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.3123851806491121, "fast_rcnn/fg_cls_accuracy": 0.659737833906374, "iteration": 142579, "loss_box_reg": 0.21472731791436672, "loss_cls": 0.16934758983552456, "loss_mask": 0.2416064217686653, "loss_rpn_cls": 0.033468764275312424, "loss_rpn_loc": 0.06443799601402134, "lr": 0.0001, "mask_rcnn/accuracy": 0.898545318939945, "mask_rcnn/false_negative": 0.08630823542034202, "mask_rcnn/false_positive": 0.12011007566889381, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.015476793050766, "total_loss": 0.7331150999525562}
{"data_time": 0.021673839539289474, "eta_seconds": 127292.54177561961, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3544248967079835, "fast_rcnn/fg_cls_accuracy": 0.6331037817648235, "iteration": 142599, "loss_box_reg": 0.19633491057902575, "loss_cls": 0.17770535312592983, "loss_mask": 0.22660548985004425, "loss_rpn_cls": 0.03593318571802229, "loss_rpn_loc": 0.07029705960303545, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935910203041594, "mask_rcnn/false_negative": 0.09445225078324429, "mask_rcnn/false_positive": 0.1234740918918556, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.009737046668306, "total_loss": 0.7335791680961847}
{"data_time": 0.014592580264434218, "eta_seconds": 127323.85343424976, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.28092233009708734, "fast_rcnn/fg_cls_accuracy": 0.6615469208211144, "iteration": 142619, "loss_box_reg": 0.2263044212013483, "loss_cls": 0.18647369928658009, "loss_mask": 0.24558688513934612, "loss_rpn_cls": 0.030151824234053493, "loss_rpn_loc": 0.07526214933022857, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923491744554707, "mask_rcnn/false_negative": 0.10236511637698581, "mask_rcnn/false_positive": 0.12996144679255148, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0118955771904439, "total_loss": 0.7773350328207016}
{"data_time": 0.014819603180512786, "eta_seconds": 127167.74020940065, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31455915218801817, "fast_rcnn/fg_cls_accuracy": 0.6565376946247508, "iteration": 142639, "loss_box_reg": 0.2070154007524252, "loss_cls": 0.17530426941812038, "loss_mask": 0.22644049115478992, "loss_rpn_cls": 0.034928562003187835, "loss_rpn_loc": 0.07719890103908256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983182580743556, "mask_rcnn/false_negative": 0.10521527155541373, "mask_rcnn/false_positive": 0.10654142911759228, "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": 0.9737174706533551, "total_loss": 0.7335329373599961}
{"data_time": 0.014977958984673023, "eta_seconds": 127188.24970847927, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3007979936160511, "fast_rcnn/fg_cls_accuracy": 0.6218030690537084, "iteration": 142659, "loss_box_reg": 0.22017580177634954, "loss_cls": 0.19032526947557926, "loss_mask": 0.24176008999347687, "loss_rpn_cls": 0.03267832670826465, "loss_rpn_loc": 0.06077448418363929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8842609113321547, "mask_rcnn/false_negative": 0.08898172722162892, "mask_rcnn/false_positive": 0.1267784421525511, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9931522319093347, "total_loss": 0.7409643733408302}
{"data_time": 0.017104589845985174, "eta_seconds": 127168.27354235575, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.26533433886375063, "fast_rcnn/fg_cls_accuracy": 0.7047554654045526, "iteration": 142679, "loss_box_reg": 0.2113453671336174, "loss_cls": 0.17541245091706514, "loss_mask": 0.23244018480181694, "loss_rpn_cls": 0.030071533285081387, "loss_rpn_loc": 0.06676970445550978, "lr": 0.0001, "mask_rcnn/accuracy": 0.908663889663008, "mask_rcnn/false_negative": 0.08626393541427936, "mask_rcnn/false_positive": 0.10032876024628154, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9958558357320726, "total_loss": 0.7203505012439564}
{"data_time": 0.013499103486537933, "eta_seconds": 127048.88361820485, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.31129504766333416, "fast_rcnn/fg_cls_accuracy": 0.6668263194605906, "iteration": 142699, "loss_box_reg": 0.21898373030126095, "loss_cls": 0.19087167223915458, "loss_mask": 0.22901012562215328, "loss_rpn_cls": 0.03719031671062112, "loss_rpn_loc": 0.09437038470059633, "lr": 0.0001, "mask_rcnn/accuracy": 0.898492254044475, "mask_rcnn/false_negative": 0.0825189231620489, "mask_rcnn/false_positive": 0.12199588523013435, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9844545880332589, "total_loss": 0.7639112937031314}
{"data_time": 0.02016119402833283, "eta_seconds": 127083.98324752226, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3038652242506198, "fast_rcnn/fg_cls_accuracy": 0.673974098923389, "iteration": 142719, "loss_box_reg": 0.23730011098086834, "loss_cls": 0.18577689118683338, "loss_mask": 0.2502034567296505, "loss_rpn_cls": 0.04131389444228262, "loss_rpn_loc": 0.08738371334038675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876894987579007, "mask_rcnn/false_negative": 0.09876562183225907, "mask_rcnn/false_positive": 0.12097797794447207, "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": 1.0307940365746617, "total_loss": 0.8009353764355183}
{"data_time": 0.016724198823794723, "eta_seconds": 127020.61983576044, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2673143279658232, "fast_rcnn/fg_cls_accuracy": 0.7108718861209964, "iteration": 142739, "loss_box_reg": 0.21690299920737743, "loss_cls": 0.17387403082102537, "loss_mask": 0.23635528795421124, "loss_rpn_cls": 0.03432331231306307, "loss_rpn_loc": 0.06931281415745616, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089041389949835, "mask_rcnn/false_negative": 0.0835039710833193, "mask_rcnn/false_positive": 0.10952537263722735, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0103343301452696, "total_loss": 0.7591284338268451}
{"data_time": 0.0192723476793617, "eta_seconds": 127000.65745640546, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2711632730015083, "fast_rcnn/fg_cls_accuracy": 0.7115909655001241, "iteration": 142759, "loss_box_reg": 0.20605800859630108, "loss_cls": 0.1588806537911296, "loss_mask": 0.23804158717393875, "loss_rpn_cls": 0.028950544074177742, "loss_rpn_loc": 0.07037112559191883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994589510111766, "mask_rcnn/false_negative": 0.09925666438154361, "mask_rcnn/false_positive": 0.09144506393134191, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9873755753505975, "total_loss": 0.6895092551130801}
{"data_time": 0.021084253676235676, "eta_seconds": 126964.22773703933, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33699068421290646, "fast_rcnn/fg_cls_accuracy": 0.644930903507354, "iteration": 142779, "loss_box_reg": 0.2026271615177393, "loss_cls": 0.16303208842873573, "loss_mask": 0.23671629279851913, "loss_rpn_cls": 0.028026591462548822, "loss_rpn_loc": 0.07856900338083506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919956219478784, "mask_rcnn/false_negative": 0.08462065258497838, "mask_rcnn/false_positive": 0.1218880644850375, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0043636073824018, "total_loss": 0.7157653396716341}
{"data_time": 0.012754602823406458, "eta_seconds": 126944.2679464817, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.29269431988041855, "fast_rcnn/fg_cls_accuracy": 0.6833019204319699, "iteration": 142799, "loss_box_reg": 0.2406922932714224, "loss_cls": 0.17815751489251852, "loss_mask": 0.2433822751045227, "loss_rpn_cls": 0.04063080856576562, "loss_rpn_loc": 0.07402092008851469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956480796067126, "mask_rcnn/false_negative": 0.08827110002710359, "mask_rcnn/false_positive": 0.12364555732004398, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0326854418963194, "total_loss": 0.7962816304061562}
{"data_time": 0.018697682535275817, "eta_seconds": 126848.8873839099, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.27995638629283487, "fast_rcnn/fg_cls_accuracy": 0.7048387096774194, "iteration": 142819, "loss_box_reg": 0.21842696145176888, "loss_cls": 0.18536099418997765, "loss_mask": 0.23552741296589375, "loss_rpn_cls": 0.03188130128546618, "loss_rpn_loc": 0.06370485364459455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939838029096014, "mask_rcnn/false_negative": 0.0910221975865654, "mask_rcnn/false_positive": 0.12539044201923039, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0007886700332165, "total_loss": 0.7384043663041666}
{"data_time": 0.014592327876016498, "eta_seconds": 126715.29147753492, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2557239057239057, "fast_rcnn/fg_cls_accuracy": 0.6939091728645481, "iteration": 142839, "loss_box_reg": 0.2066304013133049, "loss_cls": 0.1799666015431285, "loss_mask": 0.22853368520736694, "loss_rpn_cls": 0.034850652795284986, "loss_rpn_loc": 0.06743329367600381, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092018543006175, "mask_rcnn/false_negative": 0.07859939552815247, "mask_rcnn/false_positive": 0.11333100065331465, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9741710037924349, "total_loss": 0.7421692070201971}
{"data_time": 0.0152140106074512, "eta_seconds": 126728.91151116695, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.25660066006600657, "fast_rcnn/fg_cls_accuracy": 0.7008403361344537, "iteration": 142859, "loss_box_reg": 0.2108286414295435, "loss_cls": 0.16398195829242468, "loss_mask": 0.2293857280164957, "loss_rpn_cls": 0.03387304407078773, "loss_rpn_loc": 0.07104562129825354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9128765646584305, "mask_rcnn/false_negative": 0.07195552118745527, "mask_rcnn/false_positive": 0.10027806673650413, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0260900815483183, "total_loss": 0.7336956871440634}
{"data_time": 0.017561391461640596, "eta_seconds": 126828.91973946244, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30989996824388694, "fast_rcnn/fg_cls_accuracy": 0.6656497097673568, "iteration": 142879, "loss_box_reg": 0.19407454319298267, "loss_cls": 0.1492842803709209, "loss_mask": 0.23714367672801018, "loss_rpn_cls": 0.03556821611709893, "loss_rpn_loc": 0.05454060109332204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964678216441422, "mask_rcnn/false_negative": 0.0913415954206444, "mask_rcnn/false_positive": 0.10784690947817069, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0121734070125967, "total_loss": 0.6829872690723278}
{"data_time": 0.015755166532471776, "eta_seconds": 126769.09566358663, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3259278772977403, "fast_rcnn/fg_cls_accuracy": 0.6292277851860831, "iteration": 142899, "loss_box_reg": 0.2072858326137066, "loss_cls": 0.1702872570604086, "loss_mask": 0.23430337943136692, "loss_rpn_cls": 0.02950106095522642, "loss_rpn_loc": 0.05215708678588271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926159043832274, "mask_rcnn/false_negative": 0.09668432865360418, "mask_rcnn/false_positive": 0.11440654294484018, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0166433409322053, "total_loss": 0.6962845666566864}
{"data_time": 0.01941795996390283, "eta_seconds": 126789.01133174077, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3268581081081081, "fast_rcnn/fg_cls_accuracy": 0.6248832866479925, "iteration": 142919, "loss_box_reg": 0.21134983375668526, "loss_cls": 0.1736341044306755, "loss_mask": 0.24179504439234734, "loss_rpn_cls": 0.0314821545034647, "loss_rpn_loc": 0.060830184957012534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977547749869179, "mask_rcnn/false_negative": 0.10719263192788892, "mask_rcnn/false_positive": 0.09818095621820436, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0052740282844752, "total_loss": 0.7259230175986886}
{"data_time": 0.02464762842282653, "eta_seconds": 126886.40995704103, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.33767164089068524, "fast_rcnn/fg_cls_accuracy": 0.6408609778408348, "iteration": 142939, "loss_box_reg": 0.21477987989783287, "loss_cls": 0.17714031878858805, "loss_mask": 0.23490148037672043, "loss_rpn_cls": 0.03481367020867765, "loss_rpn_loc": 0.07959317276254296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915944787259084, "mask_rcnn/false_negative": 0.09820149599257985, "mask_rcnn/false_positive": 0.11190801424491395, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.019755752524361, "total_loss": 0.7338942325441167}
{"data_time": 0.020749801769852638, "eta_seconds": 126844.35285799205, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30162149026884927, "fast_rcnn/fg_cls_accuracy": 0.6844330376424466, "iteration": 142959, "loss_box_reg": 0.21096694096922874, "loss_cls": 0.1686321496963501, "loss_mask": 0.23364419303834438, "loss_rpn_cls": 0.03645178838633001, "loss_rpn_loc": 0.0852458793669939, "lr": 0.0001, "mask_rcnn/accuracy": 0.89125081061465, "mask_rcnn/false_negative": 0.10281190430375844, "mask_rcnn/false_positive": 0.11989147115145826, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0056328270584345, "total_loss": 0.7300885692238808}
{"data_time": 0.01583733595907688, "eta_seconds": 126781.07128350064, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.30667046862401914, "fast_rcnn/fg_cls_accuracy": 0.6520159861400953, "iteration": 142979, "loss_box_reg": 0.2301726806908846, "loss_cls": 0.18458601739257574, "loss_mask": 0.22820050828158855, "loss_rpn_cls": 0.032501009525731206, "loss_rpn_loc": 0.06348507455550134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937669776965294, "mask_rcnn/false_negative": 0.10047480044110729, "mask_rcnn/false_positive": 0.1051535403050493, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9845633315853775, "total_loss": 0.7486842828802764}
{"data_time": 0.013275574427098036, "eta_seconds": 126648.58084311709, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.31775383420695014, "fast_rcnn/fg_cls_accuracy": 0.6552287581699346, "iteration": 142999, "loss_box_reg": 0.22541462630033493, "loss_cls": 0.18119830545037985, "loss_mask": 0.24500157311558723, "loss_rpn_cls": 0.031225920072756708, "loss_rpn_loc": 0.08498146606143564, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000881876143383, "mask_rcnn/false_negative": 0.08336174020961265, "mask_rcnn/false_positive": 0.1268413202247367, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9702495709061623, "total_loss": 0.777173486771062}
{"data_time": 0.0150774079374969, "eta_seconds": 126554.84398229513, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2765041493775934, "fast_rcnn/fg_cls_accuracy": 0.6766107771802172, "iteration": 143019, "loss_box_reg": 0.21580428536981344, "loss_cls": 0.16991324163973331, "loss_mask": 0.23769065737724304, "loss_rpn_cls": 0.033590676728636026, "loss_rpn_loc": 0.06323466170579195, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031319782292201, "mask_rcnn/false_negative": 0.07360386106352938, "mask_rcnn/false_positive": 0.11957014794393266, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.971063676988706, "total_loss": 0.7390716539230198}
{"data_time": 0.016044361982494593, "eta_seconds": 126534.91094654426, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.28300094966761635, "fast_rcnn/fg_cls_accuracy": 0.67274445299923, "iteration": 143039, "loss_box_reg": 0.20915502402931452, "loss_cls": 0.1690637804567814, "loss_mask": 0.2377550732344389, "loss_rpn_cls": 0.02635102445492521, "loss_rpn_loc": 0.06038326141424477, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029880690491157, "mask_rcnn/false_negative": 0.08155179634905732, "mask_rcnn/false_positive": 0.11684175918686687, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9905934527050704, "total_loss": 0.6953976307995617}
{"data_time": 0.01435606088489294, "eta_seconds": 126588.74686791562, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2997277853392961, "fast_rcnn/fg_cls_accuracy": 0.6789700204645668, "iteration": 143059, "loss_box_reg": 0.20887527707964182, "loss_cls": 0.16906707547605038, "loss_mask": 0.23597168549895287, "loss_rpn_cls": 0.031242927303537726, "loss_rpn_loc": 0.06798578624147922, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005304297832493, "mask_rcnn/false_negative": 0.09809032852493549, "mask_rcnn/false_positive": 0.11164522202686386, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0037391113582999, "total_loss": 0.7462749716942199}
{"data_time": 0.019237311324104667, "eta_seconds": 126601.4873282332, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3267499013382126, "fast_rcnn/fg_cls_accuracy": 0.6446098372781065, "iteration": 143079, "loss_box_reg": 0.22797051817178726, "loss_cls": 0.18866530060768127, "loss_mask": 0.24929222278296947, "loss_rpn_cls": 0.03303537855390459, "loss_rpn_loc": 0.07255142508074641, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998318784121929, "mask_rcnn/false_negative": 0.07920747164145878, "mask_rcnn/false_positive": 0.12317777361062675, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0063958480022848, "total_loss": 0.7662508639041334}
{"data_time": 0.015128323575481772, "eta_seconds": 126675.4645917099, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24467849223946786, "fast_rcnn/fg_cls_accuracy": 0.7129788450543167, "iteration": 143099, "loss_box_reg": 0.2431960552930832, "loss_cls": 0.1817243043333292, "loss_mask": 0.24340757727622986, "loss_rpn_cls": 0.03753529954701662, "loss_rpn_loc": 0.08099683094769716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957093392346889, "mask_rcnn/false_negative": 0.09144668287913829, "mask_rcnn/false_positive": 0.10653840097890807, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0037048154044896, "total_loss": 0.7827689854893833}
{"data_time": 0.022114197723567486, "eta_seconds": 126636.55170302838, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26696697550161996, "fast_rcnn/fg_cls_accuracy": 0.7109361677940089, "iteration": 143119, "loss_box_reg": 0.206464609131217, "loss_cls": 0.1618939470499754, "loss_mask": 0.23412762582302094, "loss_rpn_cls": 0.02935747429728508, "loss_rpn_loc": 0.06308729061856866, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987174112302, "mask_rcnn/false_negative": 0.09952337671760586, "mask_rcnn/false_positive": 0.10482227528446347, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0026922503020614, "total_loss": 0.7119262261549011}
{"data_time": 0.017096617026254535, "eta_seconds": 126581.15365987178, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3004506269592476, "fast_rcnn/fg_cls_accuracy": 0.6820289317507419, "iteration": 143139, "loss_box_reg": 0.21296516805887222, "loss_cls": 0.1807919731363654, "loss_mask": 0.24499988742172718, "loss_rpn_cls": 0.03684678650461137, "loss_rpn_loc": 0.07596702594310045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990812828096397, "mask_rcnn/false_negative": 0.08155623829159583, "mask_rcnn/false_positive": 0.10368128699978399, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9955679075792432, "total_loss": 0.735343238688074}
{"data_time": 0.013316148892045021, "eta_seconds": 126596.62845217623, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2440564680856207, "fast_rcnn/fg_cls_accuracy": 0.7153667848377421, "iteration": 143159, "loss_box_reg": 0.20293891057372093, "loss_cls": 0.1592574492096901, "loss_mask": 0.2512297257781029, "loss_rpn_cls": 0.037645742762833834, "loss_rpn_loc": 0.07009503641165793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958271649944864, "mask_rcnn/false_negative": 0.09073874072288741, "mask_rcnn/false_positive": 0.11231657156257999, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0194554550107569, "total_loss": 0.7198698769789189}
{"data_time": 0.01643041940405965, "eta_seconds": 126541.2415824132, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2587671576832943, "fast_rcnn/fg_cls_accuracy": 0.703992992189211, "iteration": 143179, "loss_box_reg": 0.1841211784631014, "loss_cls": 0.1484695910476148, "loss_mask": 0.21810480765998363, "loss_rpn_cls": 0.03367588191758841, "loss_rpn_loc": 0.06336856656707823, "lr": 0.0001, "mask_rcnn/accuracy": 0.905239961838394, "mask_rcnn/false_negative": 0.0910554529326049, "mask_rcnn/false_positive": 0.11039673122879073, "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": 0.9883194018620998, "total_loss": 0.644614857272245}
{"data_time": 0.018928013276308775, "eta_seconds": 126521.28554368392, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2469725396554665, "fast_rcnn/fg_cls_accuracy": 0.696197810804259, "iteration": 143199, "loss_box_reg": 0.21169012133032084, "loss_cls": 0.17954242788255215, "loss_mask": 0.22736180759966373, "loss_rpn_cls": 0.038761771109420806, "loss_rpn_loc": 0.0770010722335428, "lr": 0.0001, "mask_rcnn/accuracy": 0.909002545262152, "mask_rcnn/false_negative": 0.09013849945440996, "mask_rcnn/false_positive": 0.09881275531720785, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.013536969665438, "total_loss": 0.7292855805717409}
{"data_time": 0.024733601603657007, "eta_seconds": 126541.52273124084, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.30500381970970203, "fast_rcnn/fg_cls_accuracy": 0.6906990068754775, "iteration": 143219, "loss_box_reg": 0.2107212208211422, "loss_cls": 0.1759348874911666, "loss_mask": 0.2323379795998335, "loss_rpn_cls": 0.03148722473997623, "loss_rpn_loc": 0.0741096823476255, "lr": 0.0001, "mask_rcnn/accuracy": 0.901752747621605, "mask_rcnn/false_negative": 0.08004386595219354, "mask_rcnn/false_positive": 0.11291985790116452, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9917994865681976, "total_loss": 0.7309343282831833}
{"data_time": 0.023393922485411167, "eta_seconds": 126588.1520926021, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3119288208633628, "fast_rcnn/fg_cls_accuracy": 0.6699830767551043, "iteration": 143239, "loss_box_reg": 0.21271756291389465, "loss_cls": 0.18141228705644608, "loss_mask": 0.2321500275284052, "loss_rpn_cls": 0.03184231056366116, "loss_rpn_loc": 0.06336747785098851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918124091466195, "mask_rcnn/false_negative": 0.09903911097933091, "mask_rcnn/false_positive": 0.13939496263491957, "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": 1.037834742339328, "total_loss": 0.7564898621058092}
{"data_time": 0.027631524251773953, "eta_seconds": 126421.93904806394, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2652511961722488, "fast_rcnn/fg_cls_accuracy": 0.7246969696969697, "iteration": 143259, "loss_box_reg": 0.19747001957148314, "loss_cls": 0.1501034740358591, "loss_mask": 0.2261330969631672, "loss_rpn_cls": 0.03100482071749866, "loss_rpn_loc": 0.06017862481530756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979879319302875, "mask_rcnn/false_negative": 0.08986266450871677, "mask_rcnn/false_positive": 0.0932228533721262, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9810861982405186, "total_loss": 0.6635219308082014}
{"data_time": 0.01426595845259726, "eta_seconds": 126287.52492070198, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32324936272304694, "fast_rcnn/fg_cls_accuracy": 0.6560580204778157, "iteration": 143279, "loss_box_reg": 0.20087909512221813, "loss_cls": 0.1676841201260686, "loss_mask": 0.23137025348842144, "loss_rpn_cls": 0.03047495789360255, "loss_rpn_loc": 0.06195764220319688, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973757747354687, "mask_rcnn/false_negative": 0.09880904683352554, "mask_rcnn/false_positive": 0.11791884228203597, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9789490280672908, "total_loss": 0.7188360289437696}
{"data_time": 0.013183857081457973, "eta_seconds": 126290.90768899769, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.263132149307646, "fast_rcnn/fg_cls_accuracy": 0.6876885418282739, "iteration": 143299, "loss_box_reg": 0.22195881605148315, "loss_cls": 0.18550212681293488, "loss_mask": 0.2405997235327959, "loss_rpn_cls": 0.04268668685108423, "loss_rpn_loc": 0.09236202365718782, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004777391725921, "mask_rcnn/false_negative": 0.08736860907690829, "mask_rcnn/false_positive": 0.11297834996393474, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.997369929915294, "total_loss": 0.7784997012931854}
{"data_time": 0.015733072068542242, "eta_seconds": 126330.05408478901, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.28331082384719275, "fast_rcnn/fg_cls_accuracy": 0.6829489255547289, "iteration": 143319, "loss_box_reg": 0.20644809119403362, "loss_cls": 0.1652473909780383, "loss_mask": 0.23403105698525906, "loss_rpn_cls": 0.031468511500861496, "loss_rpn_loc": 0.06558795063756406, "lr": 0.0001, "mask_rcnn/accuracy": 0.896637718132686, "mask_rcnn/false_negative": 0.10054518221415898, "mask_rcnn/false_positive": 0.11542790154464984, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9952891122084111, "total_loss": 0.6903239153325558}
{"data_time": 0.024185230024158955, "eta_seconds": 126525.70726271253, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2812984496124031, "fast_rcnn/fg_cls_accuracy": 0.6901320698673505, "iteration": 143339, "loss_box_reg": 0.24888327158987522, "loss_cls": 0.18909620121121407, "loss_mask": 0.2411391567438841, "loss_rpn_cls": 0.03186024655587971, "loss_rpn_loc": 0.07877155835740268, "lr": 0.0001, "mask_rcnn/accuracy": 0.89836015331786, "mask_rcnn/false_negative": 0.10302111259104543, "mask_rcnn/false_positive": 0.10782511452300372, "roi_head/num_bg_samples": 425.375, "roi_head/num_fg_samples": 86.625, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.02546202018857, "total_loss": 0.8287065329495817}
{"data_time": 0.014978549676015973, "eta_seconds": 126598.59447872266, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3253535461752732, "fast_rcnn/fg_cls_accuracy": 0.6336538461538461, "iteration": 143359, "loss_box_reg": 0.21473001688718796, "loss_cls": 0.17811306565999985, "loss_mask": 0.23940270207822323, "loss_rpn_cls": 0.03540201496798545, "loss_rpn_loc": 0.0861927387304604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967332882832093, "mask_rcnn/false_negative": 0.09179351405479416, "mask_rcnn/false_positive": 0.11792424347795696, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0005259013269097, "total_loss": 0.778505957685411}
{"data_time": 0.015124522615224123, "eta_seconds": 126542.23182126414, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27434565434565433, "fast_rcnn/fg_cls_accuracy": 0.6972687106707725, "iteration": 143379, "loss_box_reg": 0.20585414208471775, "loss_cls": 0.16162909101694822, "loss_mask": 0.23148770164698362, "loss_rpn_cls": 0.030627101426944137, "loss_rpn_loc": 0.0851615872234106, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099915417197807, "mask_rcnn/false_negative": 0.0808690160543395, "mask_rcnn/false_positive": 0.10734985865790758, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9877664386294782, "total_loss": 0.7469114609993994}
{"data_time": 0.020028583938255906, "eta_seconds": 126522.24410497583, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2980456026058632, "fast_rcnn/fg_cls_accuracy": 0.6493271829827242, "iteration": 143399, "loss_box_reg": 0.21153956837952137, "loss_cls": 0.16334816254675388, "loss_mask": 0.2369706779718399, "loss_rpn_cls": 0.03564889874542132, "loss_rpn_loc": 0.09590404410846531, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953776182674371, "mask_rcnn/false_negative": 0.08922038537360785, "mask_rcnn/false_positive": 0.1156283654711317, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.021499620983377, "total_loss": 0.7410530054476112}
{"data_time": 0.014037561602890491, "eta_seconds": 126301.76911766175, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30249363867684476, "fast_rcnn/fg_cls_accuracy": 0.6483246790152161, "iteration": 143419, "loss_box_reg": 0.23437158204615116, "loss_cls": 0.1787644326686859, "loss_mask": 0.2483869045972824, "loss_rpn_cls": 0.036836468148976564, "loss_rpn_loc": 0.08467476209625602, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034244984797177, "mask_rcnn/false_negative": 0.08826328456060854, "mask_rcnn/false_positive": 0.10620258976478783, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9944626663345844, "total_loss": 0.7822256004437804}
{"data_time": 0.01898917625658214, "eta_seconds": 126333.61726600677, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3017802122560767, "fast_rcnn/fg_cls_accuracy": 0.6758806601483947, "iteration": 143439, "loss_box_reg": 0.2193430457264185, "loss_cls": 0.19711819849908352, "loss_mask": 0.253256406635046, "loss_rpn_cls": 0.0356043609790504, "loss_rpn_loc": 0.06485305237583816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911381856573783, "mask_rcnn/false_negative": 0.09059332025083944, "mask_rcnn/false_positive": 0.12570014700804355, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0308141715358943, "total_loss": 0.7801388533553109}
{"data_time": 0.022646589670330286, "eta_seconds": 126261.85704020318, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3009451866185391, "fast_rcnn/fg_cls_accuracy": 0.6758033633033633, "iteration": 143459, "loss_box_reg": 0.2146480455994606, "loss_cls": 0.19161211419850588, "loss_mask": 0.24529125355184078, "loss_rpn_cls": 0.03318781720008701, "loss_rpn_loc": 0.09004722884856164, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839829484977317, "mask_rcnn/false_negative": 0.09385606493607897, "mask_rcnn/false_positive": 0.13527049139960967, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9801390150096267, "total_loss": 0.7839008810697123}
{"data_time": 0.013551871525123715, "eta_seconds": 126174.90365905687, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2602631401844, "fast_rcnn/fg_cls_accuracy": 0.729223901098901, "iteration": 143479, "loss_box_reg": 0.22053644806146622, "loss_cls": 0.18297187983989716, "loss_mask": 0.2438630908727646, "loss_rpn_cls": 0.03796892042737454, "loss_rpn_loc": 0.088099509710446, "lr": 0.0001, "mask_rcnn/accuracy": 0.901573986420003, "mask_rcnn/false_negative": 0.09021322994293796, "mask_rcnn/false_positive": 0.10879168902936444, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9746819299180061, "total_loss": 0.7855114215053618}
{"data_time": 0.02294772700406611, "eta_seconds": 126154.95821111836, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29328580611231225, "fast_rcnn/fg_cls_accuracy": 0.6793982980025659, "iteration": 143499, "loss_box_reg": 0.1949805598706007, "loss_cls": 0.16152490861713886, "loss_mask": 0.22933447919785976, "loss_rpn_cls": 0.028512034215964377, "loss_rpn_loc": 0.06865945248864591, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008932567209027, "mask_rcnn/false_negative": 0.09204684222284007, "mask_rcnn/false_positive": 0.114036910094548, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0218569959979504, "total_loss": 0.7139913506689481}
{"data_time": 0.018294646870344877, "eta_seconds": 126095.17759121954, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.26663141195134854, "fast_rcnn/fg_cls_accuracy": 0.6988901869158879, "iteration": 143519, "loss_box_reg": 0.20700333826243877, "loss_cls": 0.17837068997323513, "loss_mask": 0.23520482331514359, "loss_rpn_cls": 0.035703389905393124, "loss_rpn_loc": 0.07329930935520679, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016121413896838, "mask_rcnn/false_negative": 0.0787538000854545, "mask_rcnn/false_positive": 0.12415709733709307, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0006668302230537, "total_loss": 0.7577623669058084}
{"data_time": 0.0194211401976645, "eta_seconds": 126369.54646284692, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2787434554973822, "fast_rcnn/fg_cls_accuracy": 0.6810688455805223, "iteration": 143539, "loss_box_reg": 0.2069331305101514, "loss_cls": 0.16767667979002, "loss_mask": 0.2382289320230484, "loss_rpn_cls": 0.026876554999034852, "loss_rpn_loc": 0.05575805250555277, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042753045192524, "mask_rcnn/false_negative": 0.08472925001584906, "mask_rcnn/false_positive": 0.11088087812385283, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0184242615941912, "total_loss": 0.7216285465983674}
{"data_time": 0.016169095411896706, "eta_seconds": 126249.81942662969, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2650740881458966, "fast_rcnn/fg_cls_accuracy": 0.7120342226725205, "iteration": 143559, "loss_box_reg": 0.20364725776016712, "loss_cls": 0.1615362986922264, "loss_mask": 0.22850070893764496, "loss_rpn_cls": 0.031893006758764386, "loss_rpn_loc": 0.08498946577310562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977646290690573, "mask_rcnn/false_negative": 0.09291927009650483, "mask_rcnn/false_positive": 0.12888147312407827, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9634892391040921, "total_loss": 0.7112610551994294}
{"data_time": 0.016568872146308422, "eta_seconds": 126342.35465838108, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3011190476190476, "fast_rcnn/fg_cls_accuracy": 0.6694176410489272, "iteration": 143579, "loss_box_reg": 0.20641395775601268, "loss_cls": 0.17044779751449823, "loss_mask": 0.22686879709362984, "loss_rpn_cls": 0.034784828312695026, "loss_rpn_loc": 0.06383818644098938, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999632213931539, "mask_rcnn/false_negative": 0.07904471792588168, "mask_rcnn/false_positive": 0.12309161901850219, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.061996397562325, "total_loss": 0.6965633659274317}
{"data_time": 0.0173946600407362, "eta_seconds": 126341.76903367043, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2749653259361997, "fast_rcnn/fg_cls_accuracy": 0.7001899535669058, "iteration": 143599, "loss_box_reg": 0.19597483053803444, "loss_cls": 0.16453582048416138, "loss_mask": 0.2258503343909979, "loss_rpn_cls": 0.02625796163920313, "loss_rpn_loc": 0.055724811914842576, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008659033820362, "mask_rcnn/false_negative": 0.08263441526235762, "mask_rcnn/false_positive": 0.11020756902024959, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0074627548456192, "total_loss": 0.6778990875463933}
{"data_time": 0.014369370182976127, "eta_seconds": 126189.90967365913, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32424481910783276, "fast_rcnn/fg_cls_accuracy": 0.6087662337662337, "iteration": 143619, "loss_box_reg": 0.20846477895975113, "loss_cls": 0.1718956995755434, "loss_mask": 0.2386121079325676, "loss_rpn_cls": 0.03334871627157554, "loss_rpn_loc": 0.061581693356856704, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006815385108243, "mask_rcnn/false_negative": 0.09128431181575794, "mask_rcnn/false_positive": 0.11924313126202232, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9777052926365286, "total_loss": 0.6923447707667947}
{"data_time": 0.013115969952195883, "eta_seconds": 126318.68602599017, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27272574463793453, "fast_rcnn/fg_cls_accuracy": 0.6862648650212667, "iteration": 143639, "loss_box_reg": 0.21974489837884903, "loss_cls": 0.17512612789869308, "loss_mask": 0.2418217733502388, "loss_rpn_cls": 0.03302431874908507, "loss_rpn_loc": 0.07064935797825456, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965912115356846, "mask_rcnn/false_negative": 0.1020451632100849, "mask_rcnn/false_positive": 0.11413909701278528, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0030171249527484, "total_loss": 0.7281973967328668}
{"data_time": 0.017740790965035558, "eta_seconds": 126262.40379322786, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3215722716125077, "fast_rcnn/fg_cls_accuracy": 0.6521593347639485, "iteration": 143659, "loss_box_reg": 0.22391311638057232, "loss_cls": 0.17914829682558775, "loss_mask": 0.24146787822246552, "loss_rpn_cls": 0.03358689445303753, "loss_rpn_loc": 0.06701684277504683, "lr": 0.0001, "mask_rcnn/accuracy": 0.90256040002221, "mask_rcnn/false_negative": 0.09789003693510348, "mask_rcnn/false_positive": 0.09754976740192217, "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": 0.9641708533745259, "total_loss": 0.757053186185658}
{"data_time": 0.014643362490460277, "eta_seconds": 126114.20668287203, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.25775071180006326, "fast_rcnn/fg_cls_accuracy": 0.719733852645245, "iteration": 143679, "loss_box_reg": 0.21674294397234917, "loss_cls": 0.17482059309259057, "loss_mask": 0.2294496912509203, "loss_rpn_cls": 0.03174763382412493, "loss_rpn_loc": 0.07489358028396964, "lr": 0.0001, "mask_rcnn/accuracy": 0.906743851148782, "mask_rcnn/false_negative": 0.08113083743212161, "mask_rcnn/false_positive": 0.09298744025463276, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9780289058107883, "total_loss": 0.7396024607587606}
{"data_time": 0.01586712640710175, "eta_seconds": 126222.42836065125, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3164231601731602, "fast_rcnn/fg_cls_accuracy": 0.6434864953886693, "iteration": 143699, "loss_box_reg": 0.22463048715144396, "loss_cls": 0.18210620526224375, "loss_mask": 0.23859347589313984, "loss_rpn_cls": 0.028244088287465274, "loss_rpn_loc": 0.06960676738526672, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052532392088698, "mask_rcnn/false_negative": 0.08311113739983036, "mask_rcnn/false_positive": 0.10813306407029062, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9987788554280996, "total_loss": 0.7186564534204081}
{"data_time": 0.014526256592944264, "eta_seconds": 126068.14176790416, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.33401360544217684, "fast_rcnn/fg_cls_accuracy": 0.6231648468490574, "iteration": 143719, "loss_box_reg": 0.20911427773535252, "loss_cls": 0.1690849093720317, "loss_mask": 0.2366153672337532, "loss_rpn_cls": 0.03381428821012378, "loss_rpn_loc": 0.07914347504265606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913374658606877, "mask_rcnn/false_negative": 0.11745658367661921, "mask_rcnn/false_positive": 0.1041678623762171, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9923422299325466, "total_loss": 0.7379807794932276}
{"data_time": 0.017566573806107044, "eta_seconds": 126054.30443143938, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.30023474178403753, "fast_rcnn/fg_cls_accuracy": 0.6808497536945812, "iteration": 143739, "loss_box_reg": 0.23105378542095423, "loss_cls": 0.18015711475163698, "loss_mask": 0.2395300716161728, "loss_rpn_cls": 0.0354287315858528, "loss_rpn_loc": 0.08980296575464308, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032586404971671, "mask_rcnn/false_negative": 0.09375785843980032, "mask_rcnn/false_positive": 0.10841726860577601, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0052181805949658, "total_loss": 0.7871146405814216}
{"data_time": 0.017050169175490737, "eta_seconds": 126181.84274375439, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2920055354481584, "fast_rcnn/fg_cls_accuracy": 0.6753434970826275, "iteration": 143759, "loss_box_reg": 0.22470724117010832, "loss_cls": 0.18712492007762194, "loss_mask": 0.24307600781321526, "loss_rpn_cls": 0.034884179942309856, "loss_rpn_loc": 0.08551954058930278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923627610417912, "mask_rcnn/false_negative": 0.08444597910289467, "mask_rcnn/false_positive": 0.1263700439223526, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0241044901777059, "total_loss": 0.7682786709628999}
{"data_time": 0.017436037538573146, "eta_seconds": 126008.24242908508, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2785204991087344, "fast_rcnn/fg_cls_accuracy": 0.6860762800417973, "iteration": 143779, "loss_box_reg": 0.1804127562791109, "loss_cls": 0.15715386532247066, "loss_mask": 0.23485989589244127, "loss_rpn_cls": 0.02845503867138177, "loss_rpn_loc": 0.06666492146905512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952277503810889, "mask_rcnn/false_negative": 0.09057603549446552, "mask_rcnn/false_positive": 0.10186426325883344, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9859013915993273, "total_loss": 0.6728939198073931}
{"data_time": 0.015863472130149603, "eta_seconds": 125883.29420755617, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23403948001925856, "fast_rcnn/fg_cls_accuracy": 0.7315818645382995, "iteration": 143799, "loss_box_reg": 0.2164872158318758, "loss_cls": 0.17844314873218536, "loss_mask": 0.23970055393874645, "loss_rpn_cls": 0.03257633396424353, "loss_rpn_loc": 0.06658901902846992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955914231142372, "mask_rcnn/false_negative": 0.09269160646633635, "mask_rcnn/false_positive": 0.11777371352461638, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9904507070314139, "total_loss": 0.7495142498519272}
{"data_time": 0.01664243172854185, "eta_seconds": 125835.83104410209, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3100515303905135, "fast_rcnn/fg_cls_accuracy": 0.6571933366986371, "iteration": 143819, "loss_box_reg": 0.22160476259887218, "loss_cls": 0.17373086232692003, "loss_mask": 0.24251646175980568, "loss_rpn_cls": 0.031464119208976626, "loss_rpn_loc": 0.0632386866491288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931407847920866, "mask_rcnn/false_negative": 0.08957815082072004, "mask_rcnn/false_positive": 0.12288376507478521, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9940948481671512, "total_loss": 0.7381993465824053}
{"data_time": 0.016797460848465562, "eta_seconds": 125848.41826338321, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.28836119554204664, "fast_rcnn/fg_cls_accuracy": 0.6843309352517986, "iteration": 143839, "loss_box_reg": 0.21020677126944065, "loss_cls": 0.16448879335075617, "loss_mask": 0.24038528837263584, "loss_rpn_cls": 0.03698305774014443, "loss_rpn_loc": 0.08580981171689928, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956333027619121, "mask_rcnn/false_negative": 0.09923919118377325, "mask_rcnn/false_positive": 0.11455205532568528, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9931269944645464, "total_loss": 0.7476995021570474}
{"data_time": 0.013052388560026884, "eta_seconds": 125807.37882785499, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.335585916009536, "fast_rcnn/fg_cls_accuracy": 0.6132679738562092, "iteration": 143859, "loss_box_reg": 0.22111717984080315, "loss_cls": 0.17085972940549254, "loss_mask": 0.2488782200962305, "loss_rpn_cls": 0.03363024676218629, "loss_rpn_loc": 0.07944708899594843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974481080203396, "mask_rcnn/false_negative": 0.0944222926999714, "mask_rcnn/false_positive": 0.10996607246325638, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0039000445976853, "total_loss": 0.7420037577394396}
{"data_time": 0.012983712833374739, "eta_seconds": 125787.4315662682, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.31820607305384396, "fast_rcnn/fg_cls_accuracy": 0.6574185659093326, "iteration": 143879, "loss_box_reg": 0.22437665238976479, "loss_cls": 0.17476968839764595, "loss_mask": 0.23323213309049606, "loss_rpn_cls": 0.035618086345493793, "loss_rpn_loc": 0.0727581181563437, "lr": 0.0001, "mask_rcnn/accuracy": 0.888037786652975, "mask_rcnn/false_negative": 0.09071643377427024, "mask_rcnn/false_positive": 0.1237245803114432, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.0330356599297374, "total_loss": 0.7576318059582263}
{"data_time": 0.01688874466344714, "eta_seconds": 125670.53738737013, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.33000672428779954, "fast_rcnn/fg_cls_accuracy": 0.6645211879635378, "iteration": 143899, "loss_box_reg": 0.21457749139517546, "loss_cls": 0.18219245644286275, "loss_mask": 0.2486078403890133, "loss_rpn_cls": 0.03176569810602814, "loss_rpn_loc": 0.06547007645713165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950377836005501, "mask_rcnn/false_negative": 0.09248732997266323, "mask_rcnn/false_positive": 0.12508964353511917, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9748339748475701, "total_loss": 0.7275163499871269}
{"data_time": 0.012022593524307013, "eta_seconds": 125608.16621050239, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32634838419096945, "fast_rcnn/fg_cls_accuracy": 0.6354949208599102, "iteration": 143919, "loss_box_reg": 0.19041143357753754, "loss_cls": 0.16076106065884233, "loss_mask": 0.22372145764529705, "loss_rpn_cls": 0.030329538974910975, "loss_rpn_loc": 0.06203916249796748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961497766362586, "mask_rcnn/false_negative": 0.09523512817308216, "mask_rcnn/false_positive": 0.1175480489433337, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9663355480879545, "total_loss": 0.6952642051037401}
{"data_time": 0.02672986453399062, "eta_seconds": 125577.74010589812, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2665487268067086, "fast_rcnn/fg_cls_accuracy": 0.680566260144172, "iteration": 143939, "loss_box_reg": 0.1954885497689247, "loss_cls": 0.16462271753698587, "loss_mask": 0.22901492472738028, "loss_rpn_cls": 0.032239959109574556, "loss_rpn_loc": 0.07641520071774721, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012261562170281, "mask_rcnn/false_negative": 0.10603316330994342, "mask_rcnn/false_positive": 0.09868213827511138, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9927778874989599, "total_loss": 0.7026701733702794}
{"data_time": 0.020585568621754646, "eta_seconds": 125557.81661865301, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.6665867734416122, "iteration": 143959, "loss_box_reg": 0.22107703983783722, "loss_cls": 0.1747293947264552, "loss_mask": 0.24886848777532578, "loss_rpn_cls": 0.03501184971537441, "loss_rpn_loc": 0.07793982001021504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044428785500214, "mask_rcnn/false_negative": 0.08796038329635278, "mask_rcnn/false_positive": 0.11400300051811903, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0025573729071766, "total_loss": 0.7544387164525688}
{"data_time": 0.01495076809078455, "eta_seconds": 125578.36745464243, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3090185676392573, "fast_rcnn/fg_cls_accuracy": 0.674331450094162, "iteration": 143979, "loss_box_reg": 0.2064446322619915, "loss_cls": 0.17782465741038322, "loss_mask": 0.22955217771232128, "loss_rpn_cls": 0.027379288570955396, "loss_rpn_loc": 0.06090942188166082, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031555453645247, "mask_rcnn/false_negative": 0.08988192696336546, "mask_rcnn/false_positive": 0.10304138409287658, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0114625270944089, "total_loss": 0.7051083408296108}
{"data_time": 0.016192309092730284, "eta_seconds": 125678.33219468594, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30346497764530556, "fast_rcnn/fg_cls_accuracy": 0.6645194812589861, "iteration": 143999, "loss_box_reg": 0.209412744268775, "loss_cls": 0.16564557328820229, "loss_mask": 0.22569728083908558, "loss_rpn_cls": 0.030461702845059335, "loss_rpn_loc": 0.07232712302356958, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024225190987865, "mask_rcnn/false_negative": 0.09009571134280378, "mask_rcnn/false_positive": 0.1056718028716257, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.007797172991559, "total_loss": 0.6956161484704353}
{"data_time": 0.013071706285700202, "eta_seconds": 125774.76059142035, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2520213005325133, "fast_rcnn/fg_cls_accuracy": 0.7161204114562323, "iteration": 144019, "loss_box_reg": 0.21102263126522303, "loss_cls": 0.17259130626916885, "loss_mask": 0.2371847815811634, "loss_rpn_cls": 0.03283244010526687, "loss_rpn_loc": 0.07074916217243299, "lr": 0.0001, "mask_rcnn/accuracy": 0.907188250938251, "mask_rcnn/false_negative": 0.08713375025656775, "mask_rcnn/false_positive": 0.09942878310375969, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9968665943015367, "total_loss": 0.720290107652545}
{"data_time": 0.014188834466040134, "eta_seconds": 125869.90409979597, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3091763247007202, "fast_rcnn/fg_cls_accuracy": 0.6717948717948719, "iteration": 144039, "loss_box_reg": 0.2151761706918478, "loss_cls": 0.17000548727810383, "loss_mask": 0.22867657616734505, "loss_rpn_cls": 0.03178875474259257, "loss_rpn_loc": 0.06572012190008536, "lr": 0.0001, "mask_rcnn/accuracy": 0.9115158005663564, "mask_rcnn/false_negative": 0.08630007724327204, "mask_rcnn/false_positive": 0.09489836425927034, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 1.0002301156055182, "total_loss": 0.714522669557482}
{"data_time": 0.019988757325336337, "eta_seconds": 125870.33019456547, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.285900683091565, "fast_rcnn/fg_cls_accuracy": 0.7017230792846727, "iteration": 144059, "loss_box_reg": 0.22058519814163446, "loss_cls": 0.16283009760081768, "loss_mask": 0.23170621506869793, "loss_rpn_cls": 0.03282011626288295, "loss_rpn_loc": 0.07641706918366253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994722894641154, "mask_rcnn/false_negative": 0.09110457684561389, "mask_rcnn/false_positive": 0.10150912334292045, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0179995365906507, "total_loss": 0.7384007996297441}
{"data_time": 0.020874213660135865, "eta_seconds": 125878.82988598198, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2590712539951119, "fast_rcnn/fg_cls_accuracy": 0.691849166062364, "iteration": 144079, "loss_box_reg": 0.21119997277855873, "loss_cls": 0.17038865364156663, "loss_mask": 0.23741577938199043, "loss_rpn_cls": 0.030382362310774624, "loss_rpn_loc": 0.0744897386757657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939436504426479, "mask_rcnn/false_negative": 0.11553528966912507, "mask_rcnn/false_positive": 0.10226012962894732, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0073626732919365, "total_loss": 0.7196002464042976}
{"data_time": 0.01589879533275962, "eta_seconds": 125885.37511599716, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31072462941033796, "fast_rcnn/fg_cls_accuracy": 0.6575593761077632, "iteration": 144099, "loss_box_reg": 0.22265910916030407, "loss_cls": 0.17871912196278572, "loss_mask": 0.240802438929677, "loss_rpn_cls": 0.03268565473263152, "loss_rpn_loc": 0.06997301895171404, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002229642173085, "mask_rcnn/false_negative": 0.09839055993436797, "mask_rcnn/false_positive": 0.11248570181459702, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0234267984051257, "total_loss": 0.7311813468113542}
{"data_time": 0.016696662176400423, "eta_seconds": 125884.61216694675, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.32706881292178336, "fast_rcnn/fg_cls_accuracy": 0.6491796554552912, "iteration": 144119, "loss_box_reg": 0.22366785444319248, "loss_cls": 0.18878518231213093, "loss_mask": 0.24329249747097492, "loss_rpn_cls": 0.03467615996487439, "loss_rpn_loc": 0.07405536761507392, "lr": 0.0001, "mask_rcnn/accuracy": 0.892455973035117, "mask_rcnn/false_negative": 0.08572892236588822, "mask_rcnn/false_positive": 0.11362703502693523, "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": 1.0229697874747217, "total_loss": 0.7788777364767157}
{"data_time": 0.017454263055697083, "eta_seconds": 125911.67853880674, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.29188172513340915, "fast_rcnn/fg_cls_accuracy": 0.6932186552337133, "iteration": 144139, "loss_box_reg": 0.23006733506917953, "loss_cls": 0.18879007175564766, "loss_mask": 0.23751224763691425, "loss_rpn_cls": 0.0339261936605908, "loss_rpn_loc": 0.06604183791205287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928932771521996, "mask_rcnn/false_negative": 0.0987513096397972, "mask_rcnn/false_positive": 0.11252709489145896, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.005608152365312, "total_loss": 0.7663328619673848}
{"data_time": 0.01555042783729732, "eta_seconds": 125825.38208575919, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.28265777873346953, "fast_rcnn/fg_cls_accuracy": 0.6596396236463695, "iteration": 144159, "loss_box_reg": 0.21744351275265217, "loss_cls": 0.18302884977310896, "loss_mask": 0.22829775139689445, "loss_rpn_cls": 0.0280178168322891, "loss_rpn_loc": 0.06204617815092206, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067025150309086, "mask_rcnn/false_negative": 0.08597496168055885, "mask_rcnn/false_positive": 0.0926010120740283, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9837600034661591, "total_loss": 0.7291549779474735}
{"data_time": 0.017084416933357716, "eta_seconds": 125836.02452206425, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3290498442367601, "fast_rcnn/fg_cls_accuracy": 0.6387334584156608, "iteration": 144179, "loss_box_reg": 0.20528601482510567, "loss_cls": 0.1811956176534295, "loss_mask": 0.23931528255343437, "loss_rpn_cls": 0.03809652535710484, "loss_rpn_loc": 0.08672245871275663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918653369101188, "mask_rcnn/false_negative": 0.08628349173364869, "mask_rcnn/false_positive": 0.1175986911111952, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.0026091339532286, "total_loss": 0.7404129829956219}
{"data_time": 0.01982954377308488, "eta_seconds": 125785.38673226722, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3001248560911936, "fast_rcnn/fg_cls_accuracy": 0.639719570047439, "iteration": 144199, "loss_box_reg": 0.2182412464171648, "loss_cls": 0.17558135651051998, "loss_mask": 0.23651073314249516, "loss_rpn_cls": 0.03236237308010459, "loss_rpn_loc": 0.07165761291980743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917203659532023, "mask_rcnn/false_negative": 0.10052583886783252, "mask_rcnn/false_positive": 0.11713249637733134, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0099655645899475, "total_loss": 0.7405748060846236}
{"data_time": 0.01568564190529287, "eta_seconds": 125845.05508276634, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.24694409013605442, "fast_rcnn/fg_cls_accuracy": 0.730048159614723, "iteration": 144219, "loss_box_reg": 0.21983062475919724, "loss_cls": 0.16632221080362797, "loss_mask": 0.2315158098936081, "loss_rpn_cls": 0.02744838799117133, "loss_rpn_loc": 0.060015261522494256, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093771466241221, "mask_rcnn/false_negative": 0.09332795677314856, "mask_rcnn/false_positive": 0.09762202173142934, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0215011625550687, "total_loss": 0.7238544240826741}
{"data_time": 0.01758949551731348, "eta_seconds": 125745.39137877524, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2785216277746158, "fast_rcnn/fg_cls_accuracy": 0.7052139037433156, "iteration": 144239, "loss_box_reg": 0.1849890435114503, "loss_cls": 0.1482458272948861, "loss_mask": 0.2337374296039343, "loss_rpn_cls": 0.029799621435813606, "loss_rpn_loc": 0.0702678260859102, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030035329204722, "mask_rcnn/false_negative": 0.09237430970465622, "mask_rcnn/false_positive": 0.10373696617651003, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9954941109754145, "total_loss": 0.6961081029148772}
{"data_time": 0.01992695778608322, "eta_seconds": 125797.17258359306, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29997057225642887, "fast_rcnn/fg_cls_accuracy": 0.6834835423197492, "iteration": 144259, "loss_box_reg": 0.2040130109526217, "loss_cls": 0.17475701868534088, "loss_mask": 0.2434126129373908, "loss_rpn_cls": 0.0355684079695493, "loss_rpn_loc": 0.08054518280550838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942931302087336, "mask_rcnn/false_negative": 0.08884940063288482, "mask_rcnn/false_positive": 0.11403996978271849, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.034101017517969, "total_loss": 0.7490147636272013}
{"data_time": 0.017670284723863006, "eta_seconds": 125766.0816045478, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28738839285714285, "fast_rcnn/fg_cls_accuracy": 0.6885745123737568, "iteration": 144279, "loss_box_reg": 0.20524533186107874, "loss_cls": 0.1578901782631874, "loss_mask": 0.22838261164724827, "loss_rpn_cls": 0.028178146691061556, "loss_rpn_loc": 0.058724063681438565, "lr": 0.0001, "mask_rcnn/accuracy": 0.896703609782917, "mask_rcnn/false_negative": 0.09368102192901276, "mask_rcnn/false_positive": 0.1066415698050618, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9671139933634549, "total_loss": 0.7089464070159011}
{"data_time": 0.017315625213086605, "eta_seconds": 125746.07427371666, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2697256976433178, "fast_rcnn/fg_cls_accuracy": 0.713498863437664, "iteration": 144299, "loss_box_reg": 0.19731993973255157, "loss_cls": 0.16874004062265158, "loss_mask": 0.243561128154397, "loss_rpn_cls": 0.029699309496209025, "loss_rpn_loc": 0.0648560500703752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929437571718035, "mask_rcnn/false_negative": 0.10168968996861008, "mask_rcnn/false_positive": 0.11057949552842224, "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": 0.9842298445291817, "total_loss": 0.7135965683264658}
{"data_time": 0.019517126493155956, "eta_seconds": 125779.2629076168, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3063935537314557, "fast_rcnn/fg_cls_accuracy": 0.6601062676209065, "iteration": 144319, "loss_box_reg": 0.2121648844331503, "loss_cls": 0.17579245567321777, "loss_mask": 0.2341785468161106, "loss_rpn_cls": 0.03275691065937281, "loss_rpn_loc": 0.07311686384491622, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044773067067673, "mask_rcnn/false_negative": 0.07905085399711723, "mask_rcnn/false_positive": 0.1118486134111682, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0340631962753832, "total_loss": 0.731806255178526}
{"data_time": 0.016223523300141096, "eta_seconds": 125759.24711148255, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31336674507601026, "fast_rcnn/fg_cls_accuracy": 0.6410632488661236, "iteration": 144339, "loss_box_reg": 0.22863831277936697, "loss_cls": 0.1947702867910266, "loss_mask": 0.24503222852945328, "loss_rpn_cls": 0.03178413095884025, "loss_rpn_loc": 0.08264135965146124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867903519885925, "mask_rcnn/false_negative": 0.09785738130498728, "mask_rcnn/false_positive": 0.11914088728396323, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0653553146403283, "total_loss": 0.7808503259439021}
{"data_time": 0.015004770830273628, "eta_seconds": 125739.2313153483, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2959215581166801, "fast_rcnn/fg_cls_accuracy": 0.6866051822573562, "iteration": 144359, "loss_box_reg": 0.20870149321854115, "loss_cls": 0.17720452696084976, "loss_mask": 0.23672872222959995, "loss_rpn_cls": 0.034696369897574186, "loss_rpn_loc": 0.07388273673132062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884175519220162, "mask_rcnn/false_negative": 0.09255677552310124, "mask_rcnn/false_positive": 0.13025796046908233, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0024057885166258, "total_loss": 0.7314792440738529}
{"data_time": 0.02155047538690269, "eta_seconds": 125820.23474477697, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29738597759799174, "fast_rcnn/fg_cls_accuracy": 0.6831070609385654, "iteration": 144379, "loss_box_reg": 0.22243286296725273, "loss_cls": 0.17574917059391737, "loss_mask": 0.24352341145277023, "loss_rpn_cls": 0.033737894613295794, "loss_rpn_loc": 0.059803806128911674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928135573012274, "mask_rcnn/false_negative": 0.10158569999371592, "mask_rcnn/false_positive": 0.1136304843506194, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0275653176940978, "total_loss": 0.7266135137761012}
{"data_time": 0.01569123868830502, "eta_seconds": 125821.11795414239, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3131798756798757, "fast_rcnn/fg_cls_accuracy": 0.6623917748917749, "iteration": 144399, "loss_box_reg": 0.22853295132517815, "loss_cls": 0.18694529309868813, "loss_mask": 0.2401618678122759, "loss_rpn_cls": 0.03613643441349268, "loss_rpn_loc": 0.09348967944970354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955881303570379, "mask_rcnn/false_negative": 0.09425741299353696, "mask_rcnn/false_positive": 0.11378833973507699, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.012117668054998, "total_loss": 0.7976196496747434}
{"data_time": 0.019260429544374347, "eta_seconds": 125829.66555469204, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2682051282051282, "fast_rcnn/fg_cls_accuracy": 0.7036250774313442, "iteration": 144419, "loss_box_reg": 0.21210991777479649, "loss_cls": 0.16909143887460232, "loss_mask": 0.2322603203356266, "loss_rpn_cls": 0.03453977685421705, "loss_rpn_loc": 0.07237679231911898, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064771101263814, "mask_rcnn/false_negative": 0.07522187689377297, "mask_rcnn/false_positive": 0.11671320780550623, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9909871639683843, "total_loss": 0.7122526082675904}
{"data_time": 0.015494892839342356, "eta_seconds": 125760.1391064655, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29238505747126436, "fast_rcnn/fg_cls_accuracy": 0.6883656672545562, "iteration": 144439, "loss_box_reg": 0.2104294211603701, "loss_cls": 0.1632639728486538, "loss_mask": 0.22560333460569382, "loss_rpn_cls": 0.03242924506776035, "loss_rpn_loc": 0.07236968609504402, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078708168228138, "mask_rcnn/false_negative": 0.08830130542411367, "mask_rcnn/false_positive": 0.10213920830567909, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9780972751323134, "total_loss": 0.7209867426427081}
{"data_time": 0.01764651434496045, "eta_seconds": 125747.16645782348, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2582690431852443, "fast_rcnn/fg_cls_accuracy": 0.693929690693555, "iteration": 144459, "loss_box_reg": 0.21676181256771088, "loss_cls": 0.16334894206374884, "loss_mask": 0.24172007851302624, "loss_rpn_cls": 0.0348306770902127, "loss_rpn_loc": 0.08413751283660531, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081089417768324, "mask_rcnn/false_negative": 0.08827116250543263, "mask_rcnn/false_positive": 0.11472002105906387, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.98470335197635, "total_loss": 0.7290912086027674}
{"data_time": 0.01852151146158576, "eta_seconds": 125727.13345376775, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.311454802259887, "fast_rcnn/fg_cls_accuracy": 0.6825152347150607, "iteration": 144479, "loss_box_reg": 0.20218920893967152, "loss_cls": 0.1741147916764021, "loss_mask": 0.23665645346045494, "loss_rpn_cls": 0.03270894626621157, "loss_rpn_loc": 0.051921492675319314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919958743778897, "mask_rcnn/false_negative": 0.07721758198381892, "mask_rcnn/false_positive": 0.12658243449744022, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.982888015685603, "total_loss": 0.7035926434909925}
{"data_time": 0.021465451922267675, "eta_seconds": 125700.04346815404, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2877331556909022, "fast_rcnn/fg_cls_accuracy": 0.662192118226601, "iteration": 144499, "loss_box_reg": 0.20599586330354214, "loss_cls": 0.17369601223617792, "loss_mask": 0.23836499266326427, "loss_rpn_cls": 0.03423920215573162, "loss_rpn_loc": 0.0753858252428472, "lr": 0.0001, "mask_rcnn/accuracy": 0.89989875380872, "mask_rcnn/false_negative": 0.08611872924507646, "mask_rcnn/false_positive": 0.1153449743986795, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0106513800565153, "total_loss": 0.7354719470022246}
{"data_time": 0.019429390551522374, "eta_seconds": 125687.06744565628, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2803291236127057, "fast_rcnn/fg_cls_accuracy": 0.667789103264167, "iteration": 144519, "loss_box_reg": 0.21140830032527447, "loss_cls": 0.17260496877133846, "loss_mask": 0.2523618619889021, "loss_rpn_cls": 0.031166245229542255, "loss_rpn_loc": 0.07785462960600853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979833244126159, "mask_rcnn/false_negative": 0.08953630732858524, "mask_rcnn/false_positive": 0.12485931134137704, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0021669745910913, "total_loss": 0.7253404576331377}
{"data_time": 0.0148157705552876, "eta_seconds": 125667.03444160055, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29435095306367076, "fast_rcnn/fg_cls_accuracy": 0.6802418857213377, "iteration": 144539, "loss_box_reg": 0.2109659779816866, "loss_cls": 0.1602577599696815, "loss_mask": 0.2445759791880846, "loss_rpn_cls": 0.030054036295041442, "loss_rpn_loc": 0.06675715663004667, "lr": 0.0001, "mask_rcnn/accuracy": 0.897731578708216, "mask_rcnn/false_negative": 0.09223140543120464, "mask_rcnn/false_positive": 0.11577281027623193, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0269378954544663, "total_loss": 0.7067649612436071}
{"data_time": 0.019612906966358423, "eta_seconds": 125730.42525112629, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.24301171420906734, "fast_rcnn/fg_cls_accuracy": 0.7280323450134771, "iteration": 144559, "loss_box_reg": 0.22461181599646807, "loss_cls": 0.1908481465652585, "loss_mask": 0.21974479779601097, "loss_rpn_cls": 0.03347901196684688, "loss_rpn_loc": 0.06394759099930525, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083274050988033, "mask_rcnn/false_negative": 0.08129340136730913, "mask_rcnn/false_positive": 0.1067404280597831, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0232728638220578, "total_loss": 0.7409801747417077}
{"data_time": 0.012725401436910033, "eta_seconds": 125582.18658218626, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.3004928969729156, "fast_rcnn/fg_cls_accuracy": 0.678687599575146, "iteration": 144579, "loss_box_reg": 0.20468922471627593, "loss_cls": 0.16787241585552692, "loss_mask": 0.23949147947132587, "loss_rpn_cls": 0.03240401716902852, "loss_rpn_loc": 0.06939541490282863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990806954542436, "mask_rcnn/false_negative": 0.0918031440488713, "mask_rcnn/false_positive": 0.10306311124596212, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9757225974462926, "total_loss": 0.7119309317786247}
{"data_time": 0.02243859157897532, "eta_seconds": 125516.16583876312, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2897502472799209, "fast_rcnn/fg_cls_accuracy": 0.6551204819277108, "iteration": 144599, "loss_box_reg": 0.21173317078500986, "loss_cls": 0.18146005319431424, "loss_mask": 0.2472272552549839, "loss_rpn_cls": 0.03688611867255531, "loss_rpn_loc": 0.06020693527534604, "lr": 0.0001, "mask_rcnn/accuracy": 0.894972322993838, "mask_rcnn/false_negative": 0.08917850940581634, "mask_rcnn/false_positive": 0.11969446772180713, "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": 0.9780299470294267, "total_loss": 0.7171830631559715}
{"data_time": 0.021531594218686223, "eta_seconds": 125586.90242537763, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32112186646810625, "fast_rcnn/fg_cls_accuracy": 0.6666854735575115, "iteration": 144619, "loss_box_reg": 0.2163257896900177, "loss_cls": 0.1790365595370531, "loss_mask": 0.23843586444854736, "loss_rpn_cls": 0.03351688652765006, "loss_rpn_loc": 0.07811696548014879, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904586812120869, "mask_rcnn/false_negative": 0.10382897027523946, "mask_rcnn/false_positive": 0.11631232058426996, "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": 1.047163405455649, "total_loss": 0.7562781804299448}
{"data_time": 0.02064877958036959, "eta_seconds": 125547.4014926143, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30003033140355273, "fast_rcnn/fg_cls_accuracy": 0.6776511038726023, "iteration": 144639, "loss_box_reg": 0.20851232204586267, "loss_cls": 0.17559326440095901, "loss_mask": 0.2414334025233984, "loss_rpn_cls": 0.03282104805111885, "loss_rpn_loc": 0.07120607444085181, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961897876503555, "mask_rcnn/false_negative": 0.08503864867136125, "mask_rcnn/false_positive": 0.11760974414469402, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9867657660506666, "total_loss": 0.7549781084380811}
{"data_time": 0.02181937196291983, "eta_seconds": 125576.108505819, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.317810360755146, "fast_rcnn/fg_cls_accuracy": 0.6664401646346199, "iteration": 144659, "loss_box_reg": 0.21670520678162575, "loss_cls": 0.1933522643521428, "loss_mask": 0.23162779584527016, "loss_rpn_cls": 0.0321889923652634, "loss_rpn_loc": 0.08886539656668901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867119047157517, "mask_rcnn/false_negative": 0.1030423691461993, "mask_rcnn/false_positive": 0.11983187848597243, "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": 1.0026210988871753, "total_loss": 0.7422862300300039}
{"data_time": 0.019008163595572114, "eta_seconds": 125635.05477814004, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.27664792252421117, "fast_rcnn/fg_cls_accuracy": 0.6878463738752161, "iteration": 144679, "loss_box_reg": 0.2211076943203807, "loss_cls": 0.18051458708941936, "loss_mask": 0.24031832441687584, "loss_rpn_cls": 0.03643732680939138, "loss_rpn_loc": 0.07912924280390143, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070026931826394, "mask_rcnn/false_negative": 0.08953094815421808, "mask_rcnn/false_positive": 0.10580193250148345, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 1.0035171390045434, "total_loss": 0.7499867434380576}
{"data_time": 0.018425983376801014, "eta_seconds": 125615.00449809246, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2603282016579259, "fast_rcnn/fg_cls_accuracy": 0.7269685433780806, "iteration": 144699, "loss_box_reg": 0.23812644369900227, "loss_cls": 0.191839131526649, "loss_mask": 0.23556201346218586, "loss_rpn_cls": 0.03635552362538874, "loss_rpn_loc": 0.08241752069443464, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953458517818369, "mask_rcnn/false_negative": 0.0931533748543569, "mask_rcnn/false_positive": 0.12371302862074195, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0033030940685421, "total_loss": 0.7968562380410731}
{"data_time": 0.01602639048360288, "eta_seconds": 125617.97680288553, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31569223920462974, "fast_rcnn/fg_cls_accuracy": 0.6478009147310386, "iteration": 144719, "loss_box_reg": 0.24387112818658352, "loss_cls": 0.18708460312336683, "loss_mask": 0.24162241630256176, "loss_rpn_cls": 0.03515543509274721, "loss_rpn_loc": 0.07334379386156797, "lr": 0.0001, "mask_rcnn/accuracy": 0.901508394490367, "mask_rcnn/false_negative": 0.09034041694027205, "mask_rcnn/false_positive": 0.11225785917232989, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0111160329543054, "total_loss": 0.7860240244772285}
{"data_time": 0.018375311978161335, "eta_seconds": 125574.9039379973, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.32007797270955163, "fast_rcnn/fg_cls_accuracy": 0.6376918225772545, "iteration": 144739, "loss_box_reg": 0.2120007835328579, "loss_cls": 0.1719380971044302, "loss_mask": 0.24109739810228348, "loss_rpn_cls": 0.03216783353127539, "loss_rpn_loc": 0.05847137654200196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923698489653391, "mask_rcnn/false_negative": 0.0894469815881847, "mask_rcnn/false_positive": 0.12917533590498606, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 0.9770214890595526, "total_loss": 0.7379568592878059}
{"data_time": 0.014644051436334848, "eta_seconds": 125513.49457530305, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.29936475738002455, "fast_rcnn/fg_cls_accuracy": 0.6541329251431958, "iteration": 144759, "loss_box_reg": 0.22293991968035698, "loss_cls": 0.17523668054491282, "loss_mask": 0.23647810518741608, "loss_rpn_cls": 0.0357607901096344, "loss_rpn_loc": 0.0830277781933546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943878526870658, "mask_rcnn/false_negative": 0.09295645975888317, "mask_rcnn/false_positive": 0.12613452921898927, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9972914047539234, "total_loss": 0.7679778503952548}
{"data_time": 0.01611640304327011, "eta_seconds": 125548.2140026521, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3204830053667263, "fast_rcnn/fg_cls_accuracy": 0.6648740310077519, "iteration": 144779, "loss_box_reg": 0.224721260368824, "loss_cls": 0.1833909135311842, "loss_mask": 0.23474635183811188, "loss_rpn_cls": 0.03098873537965119, "loss_rpn_loc": 0.06522320437943563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987325853173751, "mask_rcnn/false_negative": 0.08472239535890569, "mask_rcnn/false_positive": 0.1091770051216217, "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": 1.011342516867444, "total_loss": 0.7349185643251985}
{"data_time": 0.014358106534928083, "eta_seconds": 125514.75309785455, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2951505016722408, "fast_rcnn/fg_cls_accuracy": 0.6019763049009277, "iteration": 144799, "loss_box_reg": 0.19278769614174962, "loss_cls": 0.16162643302232027, "loss_mask": 0.22002905793488026, "loss_rpn_cls": 0.030497280473355204, "loss_rpn_loc": 0.0644041015766561, "lr": 0.0001, "mask_rcnn/accuracy": 0.90474606891003, "mask_rcnn/false_negative": 0.07763462921359338, "mask_rcnn/false_positive": 0.11308070371904771, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9952742285095155, "total_loss": 0.6860984717786778}
{"data_time": 0.01520414836704731, "eta_seconds": 125508.1091586966, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.319277816984239, "fast_rcnn/fg_cls_accuracy": 0.67292989884733, "iteration": 144819, "loss_box_reg": 0.23285121656954288, "loss_cls": 0.1816634964197874, "loss_mask": 0.23719044774770737, "loss_rpn_cls": 0.03134904711623676, "loss_rpn_loc": 0.06571697816252708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977825143435667, "mask_rcnn/false_negative": 0.08475517531759505, "mask_rcnn/false_positive": 0.11369940719220736, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0002542803995311, "total_loss": 0.7361751409480348}
{"data_time": 0.013797725550830364, "eta_seconds": 125508.2663111575, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.31342000540895565, "fast_rcnn/fg_cls_accuracy": 0.6556813996316759, "iteration": 144839, "loss_box_reg": 0.20005755499005318, "loss_cls": 0.17032650765031576, "loss_mask": 0.23233754001557827, "loss_rpn_cls": 0.03666589455679059, "loss_rpn_loc": 0.06143402773886919, "lr": 0.0001, "mask_rcnn/accuracy": 0.894036497671439, "mask_rcnn/false_negative": 0.09266282465594892, "mask_rcnn/false_positive": 0.11828378551524714, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0043209735304117, "total_loss": 0.7018143479945138}
{"data_time": 0.012983439024537802, "eta_seconds": 125499.5510523906, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.296539220391404, "fast_rcnn/fg_cls_accuracy": 0.6680678088905937, "iteration": 144859, "loss_box_reg": 0.20038225129246712, "loss_cls": 0.16462335269898176, "loss_mask": 0.2412568051367998, "loss_rpn_cls": 0.0319733323995024, "loss_rpn_loc": 0.07134406175464392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900004082856334, "mask_rcnn/false_negative": 0.10101935915709741, "mask_rcnn/false_positive": 0.12096976768475612, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.040939622092992, "total_loss": 0.717990092234686}
{"data_time": 0.013222741661593318, "eta_seconds": 125444.04607981443, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31927487976322605, "fast_rcnn/fg_cls_accuracy": 0.6526335174953959, "iteration": 144879, "loss_box_reg": 0.1934256423264742, "loss_cls": 0.1699521839618683, "loss_mask": 0.24374638684093952, "loss_rpn_cls": 0.03029609110672027, "loss_rpn_loc": 0.055961856385692954, "lr": 0.0001, "mask_rcnn/accuracy": 0.884836491249998, "mask_rcnn/false_negative": 0.10308674140894222, "mask_rcnn/false_positive": 0.11207274249250757, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9705484269652516, "total_loss": 0.729950214503333}
{"data_time": 0.014573605731129646, "eta_seconds": 125448.09935702942, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.29216292134831456, "fast_rcnn/fg_cls_accuracy": 0.683623595505618, "iteration": 144899, "loss_box_reg": 0.21406494081020355, "loss_cls": 0.17134134098887444, "loss_mask": 0.24525193311274052, "loss_rpn_cls": 0.03464566171169281, "loss_rpn_loc": 0.06694111390970647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911369955285485, "mask_rcnn/false_negative": 0.09471221976727463, "mask_rcnn/false_positive": 0.12589722922336988, "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": 0.9908049351070076, "total_loss": 0.7638180742505938}
{"data_time": 0.020568707957863808, "eta_seconds": 125450.4912663158, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.29065711143973005, "fast_rcnn/fg_cls_accuracy": 0.6939821029082774, "iteration": 144919, "loss_box_reg": 0.19786125142127275, "loss_cls": 0.1656190394423902, "loss_mask": 0.24960898607969284, "loss_rpn_cls": 0.02654262905707583, "loss_rpn_loc": 0.06377678154967725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973120601054274, "mask_rcnn/false_negative": 0.09365679866702553, "mask_rcnn/false_positive": 0.1210336672122922, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.003428544383496, "total_loss": 0.708256823476404}
{"data_time": 0.014400740386918187, "eta_seconds": 125425.34403943922, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3076964362387291, "fast_rcnn/fg_cls_accuracy": 0.6657801418439716, "iteration": 144939, "loss_box_reg": 0.22657066397368908, "loss_cls": 0.164897243026644, "loss_mask": 0.24491512030363083, "loss_rpn_cls": 0.03237687109503895, "loss_rpn_loc": 0.07293614465743303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993682999257313, "mask_rcnn/false_negative": 0.0935182060755079, "mask_rcnn/false_positive": 0.09972495884409832, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9960398590192199, "total_loss": 0.7527240633498877}
{"data_time": 0.013961292337626219, "eta_seconds": 125428.49289290607, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2661953352769679, "fast_rcnn/fg_cls_accuracy": 0.69009324009324, "iteration": 144959, "loss_box_reg": 0.223678071051836, "loss_cls": 0.195421501994133, "loss_mask": 0.24362504296004772, "loss_rpn_cls": 0.03596442344132811, "loss_rpn_loc": 0.07299966481514275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988748320644873, "mask_rcnn/false_negative": 0.08397407224002869, "mask_rcnn/false_positive": 0.1225761046390123, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.011529271490872, "total_loss": 0.7699110807734542}
{"data_time": 0.013426741352304816, "eta_seconds": 125385.22718543652, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30614973262032086, "fast_rcnn/fg_cls_accuracy": 0.6593628122694213, "iteration": 144979, "loss_box_reg": 0.21454739943146706, "loss_cls": 0.17666723392903805, "loss_mask": 0.22793707437813282, "loss_rpn_cls": 0.03414268034975976, "loss_rpn_loc": 0.08252185035962611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940015720465518, "mask_rcnn/false_negative": 0.09564039079187842, "mask_rcnn/false_positive": 0.10755149493988586, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9981506683398038, "total_loss": 0.7315717136953026}
{"data_time": 0.020358599489554763, "eta_seconds": 125337.2214268893, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32764294529000415, "fast_rcnn/fg_cls_accuracy": 0.6204263900893114, "iteration": 144999, "loss_box_reg": 0.21384480502456427, "loss_cls": 0.17777256108820438, "loss_mask": 0.24262877274304628, "loss_rpn_cls": 0.037828596658073366, "loss_rpn_loc": 0.07489562733098865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922036436927839, "mask_rcnn/false_negative": 0.08989665563993728, "mask_rcnn/false_positive": 0.1168434580428482, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9889853806234896, "total_loss": 0.777644571964629}
{"data_time": 0.016431658528745174, "eta_seconds": 125332.40603952203, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32719017094017094, "fast_rcnn/fg_cls_accuracy": 0.6202798997256271, "iteration": 145019, "loss_box_reg": 0.2022020472213626, "loss_cls": 0.17277240566909313, "loss_mask": 0.2338649332523346, "loss_rpn_cls": 0.02995628339704126, "loss_rpn_loc": 0.06626629736274481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937795086651114, "mask_rcnn/false_negative": 0.09782588575712471, "mask_rcnn/false_positive": 0.12404401153630609, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0054277223534882, "total_loss": 0.719616633374244}
{"data_time": 0.013027549488469958, "eta_seconds": 125283.6316986382, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.30703395661568544, "fast_rcnn/fg_cls_accuracy": 0.6457016960425673, "iteration": 145039, "loss_box_reg": 0.21243257448077202, "loss_cls": 0.19353836961090565, "loss_mask": 0.2379554584622383, "loss_rpn_cls": 0.030449862009845674, "loss_rpn_loc": 0.08278201147913933, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823568598177989, "mask_rcnn/false_negative": 0.10464979865124227, "mask_rcnn/false_positive": 0.12448532372327861, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9749856952112168, "total_loss": 0.7849464138853364}
{"data_time": 0.012751850066706538, "eta_seconds": 125240.99558044225, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3287727624951569, "fast_rcnn/fg_cls_accuracy": 0.640367398187575, "iteration": 145059, "loss_box_reg": 0.20357574429363012, "loss_cls": 0.1763778254389763, "loss_mask": 0.22682400047779083, "loss_rpn_cls": 0.036587415263056755, "loss_rpn_loc": 0.0780152976512909, "lr": 0.0001, "mask_rcnn/accuracy": 0.9105816922639735, "mask_rcnn/false_negative": 0.0777897028476251, "mask_rcnn/false_positive": 0.09883911082550498, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9790443100500852, "total_loss": 0.7609314098954201}
{"data_time": 0.016587794292718172, "eta_seconds": 125257.00560517609, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30062282469316726, "fast_rcnn/fg_cls_accuracy": 0.683643245022215, "iteration": 145079, "loss_box_reg": 0.2294783852994442, "loss_cls": 0.1918393550440669, "loss_mask": 0.23345099948346615, "loss_rpn_cls": 0.040048296796157956, "loss_rpn_loc": 0.09435394301544875, "lr": 0.0001, "mask_rcnn/accuracy": 0.90497706041283, "mask_rcnn/false_negative": 0.07694238684174406, "mask_rcnn/false_positive": 0.10658165075270876, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0519886165857315, "total_loss": 0.8038124638260342}
{"data_time": 0.02183657418936491, "eta_seconds": 125110.53461343981, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2693994601889339, "fast_rcnn/fg_cls_accuracy": 0.7135180995475113, "iteration": 145099, "loss_box_reg": 0.20596047677099705, "loss_cls": 0.16710522025823593, "loss_mask": 0.2436936479061842, "loss_rpn_cls": 0.027915970655158162, "loss_rpn_loc": 0.06607886124402285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945916203002366, "mask_rcnn/false_negative": 0.09924968157561201, "mask_rcnn/false_positive": 0.1072698684723236, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9909240684937686, "total_loss": 0.7316536016296595}
{"data_time": 0.01621988881379366, "eta_seconds": 125090.50090093166, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3036939911939912, "fast_rcnn/fg_cls_accuracy": 0.6564327485380117, "iteration": 145119, "loss_box_reg": 0.21085974015295506, "loss_cls": 0.17833315394818783, "loss_mask": 0.24207591451704502, "loss_rpn_cls": 0.03325503692030907, "loss_rpn_loc": 0.07415099395439029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972948473709621, "mask_rcnn/false_negative": 0.0918198596032109, "mask_rcnn/false_positive": 0.11529089887474844, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0159064021427184, "total_loss": 0.7669026106595993}
{"data_time": 0.017442367505282164, "eta_seconds": 125050.91518452857, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.29798231411134635, "fast_rcnn/fg_cls_accuracy": 0.6668151234522459, "iteration": 145139, "loss_box_reg": 0.22452637646347284, "loss_cls": 0.19241405371576548, "loss_mask": 0.2381656188517809, "loss_rpn_cls": 0.0331536207231693, "loss_rpn_loc": 0.06547782756388187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988756864079692, "mask_rcnn/false_negative": 0.0939103325479265, "mask_rcnn/false_positive": 0.10490600693128097, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9991036902647465, "total_loss": 0.7867844696156681}
{"data_time": 0.021724798483774066, "eta_seconds": 125038.25053966604, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2869523593580732, "fast_rcnn/fg_cls_accuracy": 0.6689156494508404, "iteration": 145159, "loss_box_reg": 0.20885253883898258, "loss_cls": 0.17126558255404234, "loss_mask": 0.23024536669254303, "loss_rpn_cls": 0.03402532497420907, "loss_rpn_loc": 0.0631995553849265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884603765064558, "mask_rcnn/false_negative": 0.09201014318646877, "mask_rcnn/false_positive": 0.11388668094978999, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.986921374918893, "total_loss": 0.7328117017168552}
{"data_time": 0.014106117188930511, "eta_seconds": 124945.33723546658, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.28409685863874345, "fast_rcnn/fg_cls_accuracy": 0.6990738535125915, "iteration": 145179, "loss_box_reg": 0.21788745187222958, "loss_cls": 0.18541483208537102, "loss_mask": 0.22748410142958164, "loss_rpn_cls": 0.03652288144803606, "loss_rpn_loc": 0.06956288847140968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986641929499073, "mask_rcnn/false_negative": 0.08850744738665603, "mask_rcnn/false_positive": 0.1151743245220686, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.954567456850782, "total_loss": 0.7269169074425008}
{"data_time": 0.020922901574522257, "eta_seconds": 124958.41450989246, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3363263968540062, "fast_rcnn/fg_cls_accuracy": 0.6520318272236432, "iteration": 145199, "loss_box_reg": 0.21034734323620796, "loss_cls": 0.18182988744229078, "loss_mask": 0.23712289705872536, "loss_rpn_cls": 0.036065525840967894, "loss_rpn_loc": 0.08635194192174822, "lr": 0.0001, "mask_rcnn/accuracy": 0.897914399744987, "mask_rcnn/false_negative": 0.09264151561882956, "mask_rcnn/false_positive": 0.10011084579217079, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0164798866026103, "total_loss": 0.74052159031271}
{"data_time": 0.01842720923013985, "eta_seconds": 124829.19928379823, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31910068589395774, "fast_rcnn/fg_cls_accuracy": 0.6649484536082474, "iteration": 145219, "loss_box_reg": 0.2129314923658967, "loss_cls": 0.16583818662911654, "loss_mask": 0.23489153385162354, "loss_rpn_cls": 0.03638544987188652, "loss_rpn_loc": 0.07591652264818549, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992964545021306, "mask_rcnn/false_negative": 0.08931233415400755, "mask_rcnn/false_positive": 0.10433632254237374, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9960263543762267, "total_loss": 0.7099122548825108}
{"data_time": 0.01785976509563625, "eta_seconds": 124788.2005642727, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29244058581075155, "fast_rcnn/fg_cls_accuracy": 0.6633333333333333, "iteration": 145239, "loss_box_reg": 0.20414513256400824, "loss_cls": 0.16505474457517266, "loss_mask": 0.24622464179992676, "loss_rpn_cls": 0.03865238727303222, "loss_rpn_loc": 0.07305682712467387, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920861753173599, "mask_rcnn/false_negative": 0.11093840254336132, "mask_rcnn/false_positive": 0.11295206467136017, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9796165968291461, "total_loss": 0.7121243665460497}
{"data_time": 0.018244266277179122, "eta_seconds": 124698.81463347003, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2924878396511238, "fast_rcnn/fg_cls_accuracy": 0.6892298604860485, "iteration": 145259, "loss_box_reg": 0.21376562304794788, "loss_cls": 0.16524892440065742, "loss_mask": 0.24899674952030182, "loss_rpn_cls": 0.0371554393786937, "loss_rpn_loc": 0.085038754157722, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943060022174008, "mask_rcnn/false_negative": 0.08468328410644771, "mask_rcnn/false_positive": 0.12353151164079962, "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": 0.9891649503260851, "total_loss": 0.7573142684996128}
{"data_time": 0.015378659358248115, "eta_seconds": 124727.95922929421, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2607833187249158, "fast_rcnn/fg_cls_accuracy": 0.7184046290011138, "iteration": 145279, "loss_box_reg": 0.21315070614218712, "loss_cls": 0.17268506530672312, "loss_mask": 0.22405188623815775, "loss_rpn_cls": 0.03211391682270914, "loss_rpn_loc": 0.07878652075305581, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034898655334274, "mask_rcnn/false_negative": 0.07693464933743575, "mask_rcnn/false_positive": 0.10991564640153159, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0077791765797883, "total_loss": 0.7221312872134149}
{"data_time": 0.014670160599052906, "eta_seconds": 124688.94536970183, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2989253470801626, "fast_rcnn/fg_cls_accuracy": 0.6743290960451978, "iteration": 145299, "loss_box_reg": 0.22372204903513193, "loss_cls": 0.18155682925134897, "loss_mask": 0.2288143802434206, "loss_rpn_cls": 0.034833355457521975, "loss_rpn_loc": 0.08481707121245563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938275701616969, "mask_rcnn/false_negative": 0.10576343440142494, "mask_rcnn/false_positive": 0.11223155455255968, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9944446301087737, "total_loss": 0.7494685561396182}
{"data_time": 0.016308513935655355, "eta_seconds": 124638.83444365114, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.26528679653679654, "fast_rcnn/fg_cls_accuracy": 0.6760647201041473, "iteration": 145319, "loss_box_reg": 0.21234920248389244, "loss_cls": 0.18553218990564346, "loss_mask": 0.24147976376116276, "loss_rpn_cls": 0.0323274121619761, "loss_rpn_loc": 0.07575686147902161, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072883543583461, "mask_rcnn/false_negative": 0.08384019243476679, "mask_rcnn/false_positive": 0.10375130176993097, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.006979055935517, "total_loss": 0.7189951975597069}
{"data_time": 0.01776922936551273, "eta_seconds": 124578.80433287937, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.27088566999839647, "fast_rcnn/fg_cls_accuracy": 0.6912554426705371, "iteration": 145339, "loss_box_reg": 0.22981988824903965, "loss_cls": 0.1909188348799944, "loss_mask": 0.23703286051750183, "loss_rpn_cls": 0.03714604472042993, "loss_rpn_loc": 0.07526509475428611, "lr": 0.0001, "mask_rcnn/accuracy": 0.896583037164878, "mask_rcnn/false_negative": 0.08218799057502595, "mask_rcnn/false_positive": 0.11980895760125737, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.02146216458641, "total_loss": 0.7649708661483601}
{"data_time": 0.013927102321758866, "eta_seconds": 124472.38360621035, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.29565520446096655, "fast_rcnn/fg_cls_accuracy": 0.6606094135671121, "iteration": 145359, "loss_box_reg": 0.22003018390387297, "loss_cls": 0.17587787751108408, "loss_mask": 0.24172049202024937, "loss_rpn_cls": 0.03568858251674101, "loss_rpn_loc": 0.0797745087184012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945948629230007, "mask_rcnn/false_negative": 0.08189716791196372, "mask_rcnn/false_positive": 0.12477293535858824, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9679231480695307, "total_loss": 0.7552087276126258}
{"data_time": 0.015353634022176266, "eta_seconds": 124438.56385270134, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3488807488807489, "fast_rcnn/fg_cls_accuracy": 0.6175245151449118, "iteration": 145379, "loss_box_reg": 0.2102215327322483, "loss_cls": 0.16928226966410875, "loss_mask": 0.2329967375844717, "loss_rpn_cls": 0.03519219293957576, "loss_rpn_loc": 0.06407176761422306, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933135659739776, "mask_rcnn/false_negative": 0.10902402921618759, "mask_rcnn/false_positive": 0.11800895230234937, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.0117630385793746, "total_loss": 0.7372694694204256}
{"data_time": 0.01619074190966785, "eta_seconds": 124373.1668593362, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.28634421937439714, "fast_rcnn/fg_cls_accuracy": 0.702137172493964, "iteration": 145399, "loss_box_reg": 0.20376207679510117, "loss_cls": 0.17507629375904799, "loss_mask": 0.23147153481841087, "loss_rpn_cls": 0.03409053687937558, "loss_rpn_loc": 0.07293671299703419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992955974125099, "mask_rcnn/false_negative": 0.08835578532131341, "mask_rcnn/false_positive": 0.11297974229305591, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 0.9921861998736858, "total_loss": 0.721046513877809}
{"data_time": 0.019303583772853017, "eta_seconds": 124262.14512490667, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24499342619233627, "fast_rcnn/fg_cls_accuracy": 0.7473858684425383, "iteration": 145419, "loss_box_reg": 0.21813210658729076, "loss_cls": 0.17001167591661215, "loss_mask": 0.2435151133686304, "loss_rpn_cls": 0.0330524091841653, "loss_rpn_loc": 0.07370621990412474, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079636934403565, "mask_rcnn/false_negative": 0.07326108647877788, "mask_rcnn/false_positive": 0.10930000914833855, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9778734112624079, "total_loss": 0.7440000345231965}
{"data_time": 0.022658343892544508, "eta_seconds": 124364.73947525024, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31848041286645623, "fast_rcnn/fg_cls_accuracy": 0.64732765428365, "iteration": 145439, "loss_box_reg": 0.2344480026513338, "loss_cls": 0.19833947159349918, "loss_mask": 0.244808716699481, "loss_rpn_cls": 0.03140302444808185, "loss_rpn_loc": 0.07565154507756233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896988780915742, "mask_rcnn/false_negative": 0.09992124757242007, "mask_rcnn/false_positive": 0.11529918595160396, "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": 1.0174851168412715, "total_loss": 0.7886636054608971}
{"data_time": 0.017680167919024825, "eta_seconds": 124372.51808662899, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2754653130287648, "fast_rcnn/fg_cls_accuracy": 0.7073098885162694, "iteration": 145459, "loss_box_reg": 0.2223044652491808, "loss_cls": 0.16389083117246628, "loss_mask": 0.23335058614611626, "loss_rpn_cls": 0.03185694373678416, "loss_rpn_loc": 0.07884479127824306, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050648894110552, "mask_rcnn/false_negative": 0.08510999474196387, "mask_rcnn/false_positive": 0.10376684063324534, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0018203223589808, "total_loss": 0.7229197542183101}
{"data_time": 0.015430709114298224, "eta_seconds": 124497.9119262658, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.26217538372008437, "fast_rcnn/fg_cls_accuracy": 0.6812015503875969, "iteration": 145479, "loss_box_reg": 0.22910800017416477, "loss_cls": 0.17963771615177393, "loss_mask": 0.24305622279644012, "loss_rpn_cls": 0.030601396487327293, "loss_rpn_loc": 0.06861278496216983, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024151555252293, "mask_rcnn/false_negative": 0.08759899233848971, "mask_rcnn/false_positive": 0.11134807458522439, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0062183847185224, "total_loss": 0.7421932859579101}
{"data_time": 0.012918813386932015, "eta_seconds": 124458.89387419447, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2941137390380016, "fast_rcnn/fg_cls_accuracy": 0.6750023953243269, "iteration": 145499, "loss_box_reg": 0.19373230915516615, "loss_cls": 0.16200099512934685, "loss_mask": 0.2345979455858469, "loss_rpn_cls": 0.031176453456282616, "loss_rpn_loc": 0.07075367728248239, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067696204717286, "mask_rcnn/false_negative": 0.09114171263178686, "mask_rcnn/false_positive": 0.09539468082773456, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0087432141881436, "total_loss": 0.7081010570982471}
{"data_time": 0.013610184891149402, "eta_seconds": 124438.90047758818, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2987702133442044, "fast_rcnn/fg_cls_accuracy": 0.677958961815464, "iteration": 145519, "loss_box_reg": 0.21925712935626507, "loss_cls": 0.1681085703894496, "loss_mask": 0.24207499623298645, "loss_rpn_cls": 0.03241001215064898, "loss_rpn_loc": 0.06386399106122553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931496083281798, "mask_rcnn/false_negative": 0.08642101852974601, "mask_rcnn/false_positive": 0.11697891389349979, "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": 1.0032165923621505, "total_loss": 0.7389956929255277}
{"data_time": 0.012652781093493104, "eta_seconds": 124292.6256709639, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2560696332154161, "fast_rcnn/fg_cls_accuracy": 0.6907839224912395, "iteration": 145539, "loss_box_reg": 0.2057199366390705, "loss_cls": 0.17473123595118523, "loss_mask": 0.22925443574786186, "loss_rpn_cls": 0.034514867002144456, "loss_rpn_loc": 0.08532562758773565, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081728136169722, "mask_rcnn/false_negative": 0.08310378389959945, "mask_rcnn/false_positive": 0.10678576787818751, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.000964242964983, "total_loss": 0.7551858675433323}
{"data_time": 0.014313624473288655, "eta_seconds": 124234.16974727064, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24930939226519339, "fast_rcnn/fg_cls_accuracy": 0.7293767692852087, "iteration": 145559, "loss_box_reg": 0.1889354456216097, "loss_cls": 0.16172180231660604, "loss_mask": 0.21828347072005272, "loss_rpn_cls": 0.03315300727263093, "loss_rpn_loc": 0.07986200624145567, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070219834728763, "mask_rcnn/false_negative": 0.08249296512914586, "mask_rcnn/false_positive": 0.11276141673891359, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9955672745127231, "total_loss": 0.6871987920603715}
{"data_time": 0.018617537105455995, "eta_seconds": 124283.94292750396, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2804214952179499, "fast_rcnn/fg_cls_accuracy": 0.6958137715179968, "iteration": 145579, "loss_box_reg": 0.2266347724944353, "loss_cls": 0.1800869069993496, "loss_mask": 0.23205642960965633, "loss_rpn_cls": 0.03508498065639287, "loss_rpn_loc": 0.059686619439162314, "lr": 0.0001, "mask_rcnn/accuracy": 0.887878045704974, "mask_rcnn/false_negative": 0.10590972769125054, "mask_rcnn/false_positive": 0.11877015376750329, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0068882799241692, "total_loss": 0.7365981680341065}
{"data_time": 0.015758872497826815, "eta_seconds": 124358.92689116299, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2894144144144144, "fast_rcnn/fg_cls_accuracy": 0.6808570700080134, "iteration": 145599, "loss_box_reg": 0.22402638476341963, "loss_cls": 0.15745100053027272, "loss_mask": 0.23529193550348282, "loss_rpn_cls": 0.0309300230583176, "loss_rpn_loc": 0.06441103876568377, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011228150357384, "mask_rcnn/false_negative": 0.08628811967872399, "mask_rcnn/false_positive": 0.1092101807539296, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0034292005002499, "total_loss": 0.7017616522498429}
{"data_time": 0.01517296233214438, "eta_seconds": 124243.98666872643, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2812297209604153, "fast_rcnn/fg_cls_accuracy": 0.6977504098007075, "iteration": 145619, "loss_box_reg": 0.20317498967051506, "loss_cls": 0.16175820212811232, "loss_mask": 0.24104374088346958, "loss_rpn_cls": 0.03220178803894669, "loss_rpn_loc": 0.07929053995758295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943129314859382, "mask_rcnn/false_negative": 0.09330294984420472, "mask_rcnn/false_positive": 0.10784574548038259, "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": 1.0154317358974367, "total_loss": 0.7234699013642967}
{"data_time": 0.014110273448750377, "eta_seconds": 124318.9400979504, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3015260518857641, "fast_rcnn/fg_cls_accuracy": 0.6323179438362685, "iteration": 145639, "loss_box_reg": 0.23720222525298595, "loss_cls": 0.1950240433216095, "loss_mask": 0.23129185661673546, "loss_rpn_cls": 0.029351156554184854, "loss_rpn_loc": 0.06188220391049981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994435184111523, "mask_rcnn/false_negative": 0.090603892539171, "mask_rcnn/false_positive": 0.10462874809507972, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.0037775561213493, "total_loss": 0.7764046263182536}
{"data_time": 0.01720039383508265, "eta_seconds": 124298.9467013441, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.29731176026189876, "fast_rcnn/fg_cls_accuracy": 0.6704868154158214, "iteration": 145659, "loss_box_reg": 0.21626152843236923, "loss_cls": 0.181968592107296, "loss_mask": 0.24386928230524063, "loss_rpn_cls": 0.036653272225521505, "loss_rpn_loc": 0.0710843657143414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981904118988315, "mask_rcnn/false_negative": 0.08588113899067482, "mask_rcnn/false_positive": 0.10406623718199703, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0233663702383637, "total_loss": 0.7729761049849913}
{"data_time": 0.015800456050783396, "eta_seconds": 124132.57900893688, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.34571399134555947, "fast_rcnn/fg_cls_accuracy": 0.6273605621431708, "iteration": 145679, "loss_box_reg": 0.2397420909255743, "loss_cls": 0.19973492249846458, "loss_mask": 0.2519097663462162, "loss_rpn_cls": 0.04037500615231693, "loss_rpn_loc": 0.09160979697480798, "lr": 0.0001, "mask_rcnn/accuracy": 0.892606430409405, "mask_rcnn/false_negative": 0.09718087016250425, "mask_rcnn/false_positive": 0.11102063315403533, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9858410102315247, "total_loss": 0.8228476103395224}
{"data_time": 0.017948145046830177, "eta_seconds": 124094.40131457523, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32021112082296777, "fast_rcnn/fg_cls_accuracy": 0.6716250528988574, "iteration": 145699, "loss_box_reg": 0.21616004779934883, "loss_cls": 0.16593329515308142, "loss_mask": 0.24600274674594402, "loss_rpn_cls": 0.038458333641756326, "loss_rpn_loc": 0.07311438745819032, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896534241205525, "mask_rcnn/false_negative": 0.10128844237854451, "mask_rcnn/false_positive": 0.1278636649217466, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9885437048505992, "total_loss": 0.7486682389280759}
{"data_time": 0.017348752822726965, "eta_seconds": 123937.33237222768, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.302977027660572, "fast_rcnn/fg_cls_accuracy": 0.637693859038829, "iteration": 145719, "loss_box_reg": 0.21080161165446043, "loss_cls": 0.18489778973162174, "loss_mask": 0.23537084646523, "loss_rpn_cls": 0.03130605106707662, "loss_rpn_loc": 0.07497890910599381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988298269660031, "mask_rcnn/false_negative": 0.08925797140609917, "mask_rcnn/false_positive": 0.11440492008840135, "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": 0.9582991017960012, "total_loss": 0.7429771302267909}
{"data_time": 0.013434604741632938, "eta_seconds": 124072.66946308315, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3142035379356152, "fast_rcnn/fg_cls_accuracy": 0.6364150307929176, "iteration": 145739, "loss_box_reg": 0.21807863377034664, "loss_cls": 0.1676360247656703, "loss_mask": 0.23283731378614902, "loss_rpn_cls": 0.028994087944738567, "loss_rpn_loc": 0.06814675917848945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874881195544901, "mask_rcnn/false_negative": 0.09969361080997702, "mask_rcnn/false_positive": 0.1262921640371122, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.011115214554593, "total_loss": 0.73123352706898}
{"data_time": 0.019741429015994072, "eta_seconds": 124050.52925964817, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3197677354203484, "fast_rcnn/fg_cls_accuracy": 0.6339693228582117, "iteration": 145759, "loss_box_reg": 0.20653024315834045, "loss_cls": 0.1703077182173729, "loss_mask": 0.2351141031831503, "loss_rpn_cls": 0.02526875742478296, "loss_rpn_loc": 0.05889903730712831, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009408006321795, "mask_rcnn/false_negative": 0.08891477423696037, "mask_rcnn/false_positive": 0.10801623485585894, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9943468293640763, "total_loss": 0.7057048041606322}
{"data_time": 0.015549926785752177, "eta_seconds": 123970.92945482582, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.3123947417664671, "fast_rcnn/fg_cls_accuracy": 0.6727997493385323, "iteration": 145779, "loss_box_reg": 0.21198944933712482, "loss_cls": 0.17610251810401678, "loss_mask": 0.2400468084961176, "loss_rpn_cls": 0.027434663847088814, "loss_rpn_loc": 0.05888514744583517, "lr": 0.0001, "mask_rcnn/accuracy": 0.9094026474395961, "mask_rcnn/false_negative": 0.07329151237778542, "mask_rcnn/false_positive": 0.10418269744076322, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 0.9961257551331073, "total_loss": 0.7565599021036178}
{"data_time": 0.014155320357531309, "eta_seconds": 123994.56671979278, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2779355046068138, "fast_rcnn/fg_cls_accuracy": 0.6979325022803284, "iteration": 145799, "loss_box_reg": 0.24269339069724083, "loss_cls": 0.20088766608387232, "loss_mask": 0.24533387646079063, "loss_rpn_cls": 0.03615405556047335, "loss_rpn_loc": 0.08128099620807916, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971858686608293, "mask_rcnn/false_negative": 0.08172531135474215, "mask_rcnn/false_positive": 0.11253347202435618, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.987911292584613, "total_loss": 0.7853963432717137}
{"data_time": 0.016405031085014343, "eta_seconds": 123990.62076193746, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31858441670119375, "fast_rcnn/fg_cls_accuracy": 0.6123156504512437, "iteration": 145819, "loss_box_reg": 0.21405654028058052, "loss_cls": 0.17393147759139538, "loss_mask": 0.2334288116544485, "loss_rpn_cls": 0.02826253231614828, "loss_rpn_loc": 0.05918694636784494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932686821756968, "mask_rcnn/false_negative": 0.0869746675225272, "mask_rcnn/false_positive": 0.1205338754824958, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0042266310192645, "total_loss": 0.7093436166178435}
{"data_time": 0.02321082353591919, "eta_seconds": 123970.65126270056, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2835277279330086, "fast_rcnn/fg_cls_accuracy": 0.6780851063829787, "iteration": 145839, "loss_box_reg": 0.19836776703596115, "loss_cls": 0.15912135574035347, "loss_mask": 0.23178868368268013, "loss_rpn_cls": 0.03378216817509383, "loss_rpn_loc": 0.0550872809253633, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026059704562976, "mask_rcnn/false_negative": 0.08646272066723976, "mask_rcnn/false_positive": 0.1191058315272334, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0015741595998406, "total_loss": 0.6931274991948158}
{"data_time": 0.022917193127796054, "eta_seconds": 123997.90830295533, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27284007470514493, "fast_rcnn/fg_cls_accuracy": 0.7029144625212097, "iteration": 145859, "loss_box_reg": 0.20522118918597698, "loss_cls": 0.1679004724137485, "loss_mask": 0.24668946117162704, "loss_rpn_cls": 0.028539218241348863, "loss_rpn_loc": 0.08089023642241955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939624717493935, "mask_rcnn/false_negative": 0.09091381763749806, "mask_rcnn/false_positive": 0.1222781577951317, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0268246594350785, "total_loss": 0.7367982200812548}
{"data_time": 0.014592922991141677, "eta_seconds": 124097.98288056627, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2665453915453916, "fast_rcnn/fg_cls_accuracy": 0.708999746128459, "iteration": 145879, "loss_box_reg": 0.20336923748254776, "loss_cls": 0.180521490983665, "loss_mask": 0.2355794422328472, "loss_rpn_cls": 0.03286924050189555, "loss_rpn_loc": 0.07577314029913396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893535614850778, "mask_rcnn/false_negative": 0.09259507902082012, "mask_rcnn/false_positive": 0.11403906523406468, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0090246063191444, "total_loss": 0.7482754932716489}
{"data_time": 0.015692824963480234, "eta_seconds": 123999.7134918347, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2547543938711131, "fast_rcnn/fg_cls_accuracy": 0.7083578448956166, "iteration": 145899, "loss_box_reg": 0.22304721549153328, "loss_cls": 0.18350131157785654, "loss_mask": 0.23812033236026764, "loss_rpn_cls": 0.027029943303205073, "loss_rpn_loc": 0.055510448990389705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980474807704237, "mask_rcnn/false_negative": 0.09272608805918553, "mask_rcnn/false_positive": 0.12066734558603129, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9950034869834781, "total_loss": 0.7284045637352392}
{"data_time": 0.015554770128801465, "eta_seconds": 124019.58009118214, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2811789172678235, "fast_rcnn/fg_cls_accuracy": 0.6868723877761493, "iteration": 145919, "loss_box_reg": 0.21729948185384274, "loss_cls": 0.18833733070641756, "loss_mask": 0.23339076898992062, "loss_rpn_cls": 0.03937239688821137, "loss_rpn_loc": 0.07823888212442398, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048150484392814, "mask_rcnn/false_negative": 0.08797766751029501, "mask_rcnn/false_positive": 0.1031751632999934, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0192593748215586, "total_loss": 0.7676817261381075}
{"data_time": 0.016355050029233098, "eta_seconds": 123943.95255470648, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3084101110323647, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 145939, "loss_box_reg": 0.20364885684102774, "loss_cls": 0.17533564940094948, "loss_mask": 0.23441307432949543, "loss_rpn_cls": 0.03634246264118701, "loss_rpn_loc": 0.07805823860689998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987492101387776, "mask_rcnn/false_negative": 0.0849511109243785, "mask_rcnn/false_positive": 0.10579536063480652, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9837822420522571, "total_loss": 0.7717432745266706}
{"data_time": 0.015010860515758395, "eta_seconds": 123864.68792240135, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2999902012019859, "fast_rcnn/fg_cls_accuracy": 0.6682876844167167, "iteration": 145959, "loss_box_reg": 0.20055855065584183, "loss_cls": 0.17364502232521772, "loss_mask": 0.24116631038486958, "loss_rpn_cls": 0.027253840235061944, "loss_rpn_loc": 0.060375177301466465, "lr": 0.0001, "mask_rcnn/accuracy": 0.892857389386535, "mask_rcnn/false_negative": 0.09213803294821368, "mask_rcnn/false_positive": 0.12476674094382664, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.992669100407511, "total_loss": 0.704434585000854}
{"data_time": 0.015136414906010032, "eta_seconds": 123844.71618942451, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2998631877259845, "fast_rcnn/fg_cls_accuracy": 0.654209004543577, "iteration": 145979, "loss_box_reg": 0.22882425878196955, "loss_cls": 0.1755308024585247, "loss_mask": 0.24050006829202175, "loss_rpn_cls": 0.029766858380753547, "loss_rpn_loc": 0.062026896281167865, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074252896387682, "mask_rcnn/false_negative": 0.08780171615858462, "mask_rcnn/false_positive": 0.11668648444125879, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9919802043586969, "total_loss": 0.7568420576862991}
{"data_time": 0.014337475877255201, "eta_seconds": 123862.65889275819, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2608745760479436, "fast_rcnn/fg_cls_accuracy": 0.7062224562224562, "iteration": 145999, "loss_box_reg": 0.20069052092731, "loss_cls": 0.17372279474511743, "loss_mask": 0.2336791604757309, "loss_rpn_cls": 0.028551902825711295, "loss_rpn_loc": 0.07678330759517848, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026973972987997, "mask_rcnn/false_negative": 0.07169964460030169, "mask_rcnn/false_positive": 0.114298039704463, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.00464924890548, "total_loss": 0.7083357197698206}
{"data_time": 0.016515888506546617, "eta_seconds": 123774.93061127141, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.29107677566175594, "fast_rcnn/fg_cls_accuracy": 0.6888725128960943, "iteration": 146019, "loss_box_reg": 0.22575948107987642, "loss_cls": 0.18911565281450748, "loss_mask": 0.2548272889107466, "loss_rpn_cls": 0.03144543699454516, "loss_rpn_loc": 0.07362020504660904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835400941198397, "mask_rcnn/false_negative": 0.1004861668321283, "mask_rcnn/false_positive": 0.13069744249260296, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 0.9770814385265112, "total_loss": 0.7813448196975514}
{"data_time": 0.0161146093159914, "eta_seconds": 123822.70319634117, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30548372797458534, "fast_rcnn/fg_cls_accuracy": 0.6533458067356372, "iteration": 146039, "loss_box_reg": 0.21284948661923409, "loss_cls": 0.17867152858525515, "loss_mask": 0.2400796953588724, "loss_rpn_cls": 0.033615592517890036, "loss_rpn_loc": 0.07817914662882686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899503591694327, "mask_rcnn/false_negative": 0.09050272549263955, "mask_rcnn/false_positive": 0.12141170862451059, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.0062227172311395, "total_loss": 0.7582749964203686}
{"data_time": 0.01661153556779027, "eta_seconds": 123802.72534813266, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3008928571428572, "fast_rcnn/fg_cls_accuracy": 0.6488276355826025, "iteration": 146059, "loss_box_reg": 0.22157114651054144, "loss_cls": 0.18497387552633882, "loss_mask": 0.24862828478217125, "loss_rpn_cls": 0.03544052294455469, "loss_rpn_loc": 0.08667267486453056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892160345451652, "mask_rcnn/false_negative": 0.0929801106113084, "mask_rcnn/false_positive": 0.12899710772204356, "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": 0.9854819918982685, "total_loss": 0.773528844001703}
{"data_time": 0.014634326566010714, "eta_seconds": 123687.84410953522, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31554141628372806, "fast_rcnn/fg_cls_accuracy": 0.6542948038176034, "iteration": 146079, "loss_box_reg": 0.22961874678730965, "loss_cls": 0.18686028942465782, "loss_mask": 0.24072508700191975, "loss_rpn_cls": 0.03955047274939716, "loss_rpn_loc": 0.07777724112384021, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062143861865052, "mask_rcnn/false_negative": 0.08594766416647912, "mask_rcnn/false_positive": 0.0970710051319853, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9890931549016386, "total_loss": 0.8049447787925601}
{"data_time": 0.019240218680351973, "eta_seconds": 123695.06293544546, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3222139856683963, "fast_rcnn/fg_cls_accuracy": 0.6157058090982346, "iteration": 146099, "loss_box_reg": 0.22139103524386883, "loss_cls": 0.17340704705566168, "loss_mask": 0.2546119727194309, "loss_rpn_cls": 0.028402110445313156, "loss_rpn_loc": 0.08301082055550069, "lr": 0.0001, "mask_rcnn/accuracy": 0.894645327561757, "mask_rcnn/false_negative": 0.08962785028190559, "mask_rcnn/false_positive": 0.12243374877121792, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9949718695133924, "total_loss": 0.7764288510661572}
{"data_time": 0.0151865822263062, "eta_seconds": 123574.47703004815, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.27178945249597425, "fast_rcnn/fg_cls_accuracy": 0.6904380341880342, "iteration": 146119, "loss_box_reg": 0.18242034828290343, "loss_cls": 0.15614825207740068, "loss_mask": 0.22973914816975594, "loss_rpn_cls": 0.028564342763274908, "loss_rpn_loc": 0.07408021064475179, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087890047323277, "mask_rcnn/false_negative": 0.07521856932165152, "mask_rcnn/false_positive": 0.1091662767284064, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9875955616589636, "total_loss": 0.6703583444468677}
{"data_time": 0.015567494090646505, "eta_seconds": 123637.16323355213, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3021755162241888, "fast_rcnn/fg_cls_accuracy": 0.6725912408759125, "iteration": 146139, "loss_box_reg": 0.20830569602549076, "loss_cls": 0.1738324947655201, "loss_mask": 0.2379384282976389, "loss_rpn_cls": 0.02892843377776444, "loss_rpn_loc": 0.07822500448673964, "lr": 0.0001, "mask_rcnn/accuracy": 0.889543309897376, "mask_rcnn/false_negative": 0.09209875634868131, "mask_rcnn/false_positive": 0.12347654545476469, "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": 1.0218504040967673, "total_loss": 0.7340832315385342}
{"data_time": 0.01509972452186048, "eta_seconds": 123656.03536047041, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3366023647984836, "fast_rcnn/fg_cls_accuracy": 0.6175213675213675, "iteration": 146159, "loss_box_reg": 0.2040348658338189, "loss_cls": 0.17369218077510595, "loss_mask": 0.23904439434409142, "loss_rpn_cls": 0.02931026939768344, "loss_rpn_loc": 0.07143224542960525, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988754508302856, "mask_rcnn/false_negative": 0.09549147893774075, "mask_rcnn/false_positive": 0.11494950407122445, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9883617744781077, "total_loss": 0.7379592705983669}
{"data_time": 0.015396231086924672, "eta_seconds": 123682.8582588816, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.33791208791208793, "fast_rcnn/fg_cls_accuracy": 0.6125385950730822, "iteration": 146179, "loss_box_reg": 0.2097297590225935, "loss_cls": 0.17766856402158737, "loss_mask": 0.23778207786381245, "loss_rpn_cls": 0.02819002908654511, "loss_rpn_loc": 0.05284360400401056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918029104354293, "mask_rcnn/false_negative": 0.09928055275538188, "mask_rcnn/false_positive": 0.10227990288616057, "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": 0.9974889680743217, "total_loss": 0.701962441438809}
{"data_time": 0.022339236922562122, "eta_seconds": 123577.2711796686, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.32547892720306515, "fast_rcnn/fg_cls_accuracy": 0.6496168582375479, "iteration": 146199, "loss_box_reg": 0.2237982042133808, "loss_cls": 0.17773964628577232, "loss_mask": 0.24610824696719646, "loss_rpn_cls": 0.03517373185604811, "loss_rpn_loc": 0.07768910424783826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994028443795244, "mask_rcnn/false_negative": 0.09239146185253172, "mask_rcnn/false_positive": 0.11394040495995433, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9743960669729859, "total_loss": 0.7576385748106986}
{"data_time": 0.014881506329402328, "eta_seconds": 123605.05539370235, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32842046718576196, "fast_rcnn/fg_cls_accuracy": 0.6337160561326772, "iteration": 146219, "loss_box_reg": 0.20928035117685795, "loss_cls": 0.18396092485636473, "loss_mask": 0.23612428829073906, "loss_rpn_cls": 0.03676020889542997, "loss_rpn_loc": 0.07496231654658914, "lr": 0.0001, "mask_rcnn/accuracy": 0.892856923120686, "mask_rcnn/false_negative": 0.08820607497866627, "mask_rcnn/false_positive": 0.12226828536585413, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0078884593676776, "total_loss": 0.7525403694598936}
{"data_time": 0.023335311794653535, "eta_seconds": 123654.78055030107, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3168782673637043, "fast_rcnn/fg_cls_accuracy": 0.6334391336818521, "iteration": 146239, "loss_box_reg": 0.23021790571510792, "loss_cls": 0.17094851192086935, "loss_mask": 0.23766907677054405, "loss_rpn_cls": 0.027835803222842515, "loss_rpn_loc": 0.06526373093947768, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013216091043377, "mask_rcnn/false_negative": 0.08247283074106129, "mask_rcnn/false_positive": 0.11157064116817465, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0455269345548004, "total_loss": 0.7593528407160193}
{"data_time": 0.01991825341247022, "eta_seconds": 123741.92465422675, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28801843317972353, "fast_rcnn/fg_cls_accuracy": 0.6689507365370684, "iteration": 146259, "loss_box_reg": 0.19271902740001678, "loss_cls": 0.16819477966055274, "loss_mask": 0.2213850375264883, "loss_rpn_cls": 0.028650393127463758, "loss_rpn_loc": 0.08138570364098996, "lr": 0.0001, "mask_rcnn/accuracy": 0.9127755212457047, "mask_rcnn/false_negative": 0.09042270651591099, "mask_rcnn/false_positive": 0.09516196990162426, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0088343089446425, "total_loss": 0.7206140898633748}
{"data_time": 0.014765066793188453, "eta_seconds": 123614.81455788016, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2943688981868898, "fast_rcnn/fg_cls_accuracy": 0.6844638242894057, "iteration": 146279, "loss_box_reg": 0.20698354952037334, "loss_cls": 0.16935518477112055, "loss_mask": 0.24449386447668076, "loss_rpn_cls": 0.03678933472838253, "loss_rpn_loc": 0.07147020287811756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899923272074564, "mask_rcnn/false_negative": 0.10103282071874027, "mask_rcnn/false_positive": 0.11859554230036634, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9961828819941729, "total_loss": 0.756063578184694}
{"data_time": 0.013270431431010365, "eta_seconds": 123559.85659640282, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27516033946618296, "fast_rcnn/fg_cls_accuracy": 0.6529801573854437, "iteration": 146299, "loss_box_reg": 0.20478698797523975, "loss_cls": 0.16540448646992445, "loss_mask": 0.223654393106699, "loss_rpn_cls": 0.03079909330699593, "loss_rpn_loc": 0.06525951193179935, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047057754163432, "mask_rcnn/false_negative": 0.089299132600653, "mask_rcnn/false_positive": 0.10473879263235766, "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": 0.9833278614096344, "total_loss": 0.7240049538668245}
{"data_time": 0.016009015031158924, "eta_seconds": 123500.74369657785, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.28143200349446706, "fast_rcnn/fg_cls_accuracy": 0.7051969389078645, "iteration": 146319, "loss_box_reg": 0.19676605239510536, "loss_cls": 0.15691954549401999, "loss_mask": 0.2291879765689373, "loss_rpn_cls": 0.03363454365171492, "loss_rpn_loc": 0.06943552452139556, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037408221778435, "mask_rcnn/false_negative": 0.0876314909710311, "mask_rcnn/false_positive": 0.09840800646361184, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 0.9919302279595286, "total_loss": 0.6787443356588483}
{"data_time": 0.014748230343684554, "eta_seconds": 123416.02531183977, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26885521885521885, "fast_rcnn/fg_cls_accuracy": 0.6958446645946645, "iteration": 146339, "loss_box_reg": 0.20568119175732136, "loss_cls": 0.17032252624630928, "loss_mask": 0.2199272308498621, "loss_rpn_cls": 0.033080041874200106, "loss_rpn_loc": 0.06399118481203914, "lr": 0.0001, "mask_rcnn/accuracy": 0.909823408299018, "mask_rcnn/false_negative": 0.08058250936343428, "mask_rcnn/false_positive": 0.09867162420767675, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9700286274310201, "total_loss": 0.7121733061794657}
{"data_time": 0.014818090479820967, "eta_seconds": 123434.59454109892, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.27850415512465376, "fast_rcnn/fg_cls_accuracy": 0.6899325626204239, "iteration": 146359, "loss_box_reg": 0.24189064465463161, "loss_cls": 0.1912481775507331, "loss_mask": 0.23955324664711952, "loss_rpn_cls": 0.02819285905570723, "loss_rpn_loc": 0.0606083869934082, "lr": 0.0001, "mask_rcnn/accuracy": 0.8855559985648933, "mask_rcnn/false_negative": 0.10295981895566783, "mask_rcnn/false_positive": 0.12737402106917323, "roi_head/num_bg_samples": 425.375, "roi_head/num_fg_samples": 86.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9993449170142412, "total_loss": 0.7861327199498191}
{"data_time": 0.0182730951346457, "eta_seconds": 123342.0602889359, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2958723505849272, "fast_rcnn/fg_cls_accuracy": 0.6391543080853324, "iteration": 146379, "loss_box_reg": 0.20718344300985336, "loss_cls": 0.18166287057101727, "loss_mask": 0.23908843658864498, "loss_rpn_cls": 0.03313580312533304, "loss_rpn_loc": 0.06439736858010292, "lr": 0.0001, "mask_rcnn/accuracy": 0.89690996648944, "mask_rcnn/false_negative": 0.0883820076315823, "mask_rcnn/false_positive": 0.11283392579633031, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9805767817888409, "total_loss": 0.7109291362576187}
{"data_time": 0.026714647188782692, "eta_seconds": 123268.86792741716, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.31214285714285717, "fast_rcnn/fg_cls_accuracy": 0.6813793103448276, "iteration": 146399, "loss_box_reg": 0.18907920829951763, "loss_cls": 0.1628343751654029, "loss_mask": 0.22943439707159996, "loss_rpn_cls": 0.029942636378109455, "loss_rpn_loc": 0.07161189615726471, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043583963757917, "mask_rcnn/false_negative": 0.08602103742963545, "mask_rcnn/false_positive": 0.09852116567551578, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9862082744948566, "total_loss": 0.6875711769098416}
{"data_time": 0.012609827099367976, "eta_seconds": 123336.18314763997, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31857754940966126, "fast_rcnn/fg_cls_accuracy": 0.6501040737436812, "iteration": 146419, "loss_box_reg": 0.21400526072829962, "loss_cls": 0.1897255051881075, "loss_mask": 0.23490775749087334, "loss_rpn_cls": 0.036228472366929054, "loss_rpn_loc": 0.08771624031942338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968985663234401, "mask_rcnn/false_negative": 0.09278004110518237, "mask_rcnn/false_positive": 0.10980777186805817, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.9998384343925864, "total_loss": 0.7721168603748083}
{"data_time": 0.015678367111831903, "eta_seconds": 123228.9750899002, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3076888532699562, "fast_rcnn/fg_cls_accuracy": 0.6829945355191257, "iteration": 146439, "loss_box_reg": 0.21765241771936417, "loss_cls": 0.17553204111754894, "loss_mask": 0.2500430401414633, "loss_rpn_cls": 0.03698672819882631, "loss_rpn_loc": 0.0828018186148256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983187677310028, "mask_rcnn/false_negative": 0.08705642892220691, "mask_rcnn/false_positive": 0.116974075858709, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9891009472776204, "total_loss": 0.757127049844712}
{"data_time": 0.015523778973147273, "eta_seconds": 123238.89109087642, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2969269102990033, "fast_rcnn/fg_cls_accuracy": 0.670995670995671, "iteration": 146459, "loss_box_reg": 0.21819588169455528, "loss_cls": 0.17840495239943266, "loss_mask": 0.2492498503997922, "loss_rpn_cls": 0.03749633184634149, "loss_rpn_loc": 0.0861272041220218, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005632833669612, "mask_rcnn/false_negative": 0.09725856694731005, "mask_rcnn/false_positive": 0.10896525493169998, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9991592708975077, "total_loss": 0.7495750326197594}
{"data_time": 0.014681383036077023, "eta_seconds": 123189.08225238323, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.30414438502673796, "fast_rcnn/fg_cls_accuracy": 0.6655061810129328, "iteration": 146479, "loss_box_reg": 0.21310711652040482, "loss_cls": 0.18400799669325352, "loss_mask": 0.23764180950820446, "loss_rpn_cls": 0.0318353126058355, "loss_rpn_loc": 0.0741764031117782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917336708574215, "mask_rcnn/false_negative": 0.10000517743377255, "mask_rcnn/false_positive": 0.11931035698257189, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9980447888374329, "total_loss": 0.7489093274343759}
{"data_time": 0.01542030624113977, "eta_seconds": 123139.26088425796, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.280586401714397, "fast_rcnn/fg_cls_accuracy": 0.7122344682089335, "iteration": 146499, "loss_box_reg": 0.2041736301034689, "loss_cls": 0.17686994094401598, "loss_mask": 0.22847543843090534, "loss_rpn_cls": 0.034921200247481465, "loss_rpn_loc": 0.07980954344384372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832218386838473, "mask_rcnn/false_negative": 0.0924127653302863, "mask_rcnn/false_positive": 0.13035019617177174, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9863811274990439, "total_loss": 0.7527372211043257}
{"data_time": 0.014740894548594952, "eta_seconds": 123012.37811056897, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32231446795585705, "fast_rcnn/fg_cls_accuracy": 0.639561777236762, "iteration": 146519, "loss_box_reg": 0.21181616000831127, "loss_cls": 0.17351748794317245, "loss_mask": 0.24841764941811562, "loss_rpn_cls": 0.03152298543136567, "loss_rpn_loc": 0.06876618508249521, "lr": 0.0001, "mask_rcnn/accuracy": 0.891280587912876, "mask_rcnn/false_negative": 0.10024102792833939, "mask_rcnn/false_positive": 0.11981055847247939, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9676926408428699, "total_loss": 0.7321390989236534}
{"data_time": 0.014786214102059603, "eta_seconds": 122961.45141487475, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.33536326799849225, "fast_rcnn/fg_cls_accuracy": 0.6460102397602397, "iteration": 146539, "loss_box_reg": 0.22063685953617096, "loss_cls": 0.18987760692834854, "loss_mask": 0.24847126193344593, "loss_rpn_cls": 0.03502006258349866, "loss_rpn_loc": 0.07650027656927705, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944394964722242, "mask_rcnn/false_negative": 0.08773963478774263, "mask_rcnn/false_positive": 0.1412589599715434, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9830805251840502, "total_loss": 0.7696515507996082}
{"data_time": 0.0182386445812881, "eta_seconds": 122868.347766269, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3588777393071134, "fast_rcnn/fg_cls_accuracy": 0.6213173553376319, "iteration": 146559, "loss_box_reg": 0.21506169997155666, "loss_cls": 0.17021762486547232, "loss_mask": 0.24344574101269245, "loss_rpn_cls": 0.041012014262378216, "loss_rpn_loc": 0.07877781661227345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979535507384773, "mask_rcnn/false_negative": 0.08628052616518393, "mask_rcnn/false_positive": 0.12074306648003856, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9845132678747177, "total_loss": 0.7163884431356564}
{"data_time": 0.014666358474642038, "eta_seconds": 122741.22086609714, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.287205481059828, "fast_rcnn/fg_cls_accuracy": 0.6968208092485548, "iteration": 146579, "loss_box_reg": 0.20380177395418286, "loss_cls": 0.16091963648796082, "loss_mask": 0.2305146399885416, "loss_rpn_cls": 0.02871158777270466, "loss_rpn_loc": 0.06344820302911103, "lr": 0.0001, "mask_rcnn/accuracy": 0.900990046924647, "mask_rcnn/false_negative": 0.08759592925573259, "mask_rcnn/false_positive": 0.11561398797339634, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9701442245859653, "total_loss": 0.7191594580654055}
{"data_time": 0.01501016691327095, "eta_seconds": 122721.33086109534, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.32599075240247755, "fast_rcnn/fg_cls_accuracy": 0.6411158582558432, "iteration": 146599, "loss_box_reg": 0.22333347983658314, "loss_cls": 0.1689118118956685, "loss_mask": 0.24935388751327991, "loss_rpn_cls": 0.030004387022927403, "loss_rpn_loc": 0.07643328770063818, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885931656172121, "mask_rcnn/false_negative": 0.1026876818943891, "mask_rcnn/false_positive": 0.1263223311916999, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.994902788894251, "total_loss": 0.7698026423458941}
{"data_time": 0.016982625937089324, "eta_seconds": 122661.13677015994, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29338397836551944, "fast_rcnn/fg_cls_accuracy": 0.668036174220582, "iteration": 146619, "loss_box_reg": 0.2270494494587183, "loss_cls": 0.17619301471859217, "loss_mask": 0.25328077748417854, "loss_rpn_cls": 0.031534337904304266, "loss_rpn_loc": 0.06997318787034601, "lr": 0.0001, "mask_rcnn/accuracy": 0.891420393069456, "mask_rcnn/false_negative": 0.10007684731289539, "mask_rcnn/false_positive": 0.10211730569601458, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9874773488845676, "total_loss": 0.7528523966902867}
{"data_time": 0.01752821682021022, "eta_seconds": 122641.25329848379, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3378417569669646, "fast_rcnn/fg_cls_accuracy": 0.633938176862942, "iteration": 146639, "loss_box_reg": 0.21286988072097301, "loss_cls": 0.17564008757472038, "loss_mask": 0.24392510578036308, "loss_rpn_cls": 0.03264190838672221, "loss_rpn_loc": 0.06911827344447374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912396609891504, "mask_rcnn/false_negative": 0.09920453229046663, "mask_rcnn/false_positive": 0.13249569452539084, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0071752418298274, "total_loss": 0.7447875109501183}
{"data_time": 0.01804475416429341, "eta_seconds": 122661.66084608994, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31786552930464373, "fast_rcnn/fg_cls_accuracy": 0.6436138554933937, "iteration": 146659, "loss_box_reg": 0.21455095522105694, "loss_cls": 0.1774116843007505, "loss_mask": 0.23240483924746513, "loss_rpn_cls": 0.027954529854469, "loss_rpn_loc": 0.0672816182486713, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049836754459962, "mask_rcnn/false_negative": 0.0932780660196082, "mask_rcnn/false_positive": 0.10694313258413672, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0229714498855174, "total_loss": 0.7317924998933449}
{"data_time": 0.013766793068498373, "eta_seconds": 122641.77084108815, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27908653846153847, "fast_rcnn/fg_cls_accuracy": 0.7098758012820513, "iteration": 146679, "loss_box_reg": 0.20560126565396786, "loss_cls": 0.17254694364964962, "loss_mask": 0.2320408932864666, "loss_rpn_cls": 0.03724375832825899, "loss_rpn_loc": 0.06846733344718814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935112288346848, "mask_rcnn/false_negative": 0.0937512935739753, "mask_rcnn/false_positive": 0.11374032083752508, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9866272185463458, "total_loss": 0.7355831654276699}
{"data_time": 0.017099413787946105, "eta_seconds": 122686.55543688219, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2451923076923077, "fast_rcnn/fg_cls_accuracy": 0.7015384615384616, "iteration": 146699, "loss_box_reg": 0.21068011689931154, "loss_cls": 0.16999384202063084, "loss_mask": 0.22958207316696644, "loss_rpn_cls": 0.03006394940894097, "loss_rpn_loc": 0.08339899577549659, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042064534050009, "mask_rcnn/false_negative": 0.08486147626541546, "mask_rcnn/false_positive": 0.10472246162154517, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0007050994317979, "total_loss": 0.7244121308613103}
{"data_time": 0.017817759420722723, "eta_seconds": 122703.1508638896, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30529788084766096, "fast_rcnn/fg_cls_accuracy": 0.6816170555108607, "iteration": 146719, "loss_box_reg": 0.20554413832724094, "loss_cls": 0.16951910126954317, "loss_mask": 0.23797796107828617, "loss_rpn_cls": 0.029590212390758097, "loss_rpn_loc": 0.0687576849013567, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044219609780304, "mask_rcnn/false_negative": 0.08533975920964885, "mask_rcnn/false_positive": 0.11798783067214325, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9777982940431684, "total_loss": 0.7040788488229737}
{"data_time": 0.020633448380976915, "eta_seconds": 122762.25904258434, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28970418747598925, "fast_rcnn/fg_cls_accuracy": 0.6525129825325926, "iteration": 146739, "loss_box_reg": 0.21467722486704588, "loss_cls": 0.17321782419458032, "loss_mask": 0.2449372373521328, "loss_rpn_cls": 0.031167409266345203, "loss_rpn_loc": 0.07427481329068542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922718493912103, "mask_rcnn/false_negative": 0.08622813099884563, "mask_rcnn/false_positive": 0.12583722825423024, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0086717421654612, "total_loss": 0.7211360305082053}
{"data_time": 0.020520791178569198, "eta_seconds": 122723.46081437543, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.377711044377711, "fast_rcnn/fg_cls_accuracy": 0.6085585585585586, "iteration": 146759, "loss_box_reg": 0.21557773184031248, "loss_cls": 0.17799685522913933, "loss_mask": 0.24368447437882423, "loss_rpn_cls": 0.029967597918584943, "loss_rpn_loc": 0.06926626013591886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825692404148353, "mask_rcnn/false_negative": 0.10440065192341992, "mask_rcnn/false_positive": 0.1303766300837504, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 0.9917308664880693, "total_loss": 0.7511745636584237}
{"data_time": 0.024206270929425955, "eta_seconds": 122722.42056812625, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3234747023809524, "fast_rcnn/fg_cls_accuracy": 0.6635514018691588, "iteration": 146779, "loss_box_reg": 0.20903105102479458, "loss_cls": 0.17448686435818672, "loss_mask": 0.23941918462514877, "loss_rpn_cls": 0.03413131018169224, "loss_rpn_loc": 0.07695400551892817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875295381765058, "mask_rcnn/false_negative": 0.096026538366362, "mask_rcnn/false_positive": 0.1337208337990768, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0066813935991377, "total_loss": 0.7483336837758543}
{"data_time": 0.02182590216398239, "eta_seconds": 122610.382598266, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.29544342008648117, "fast_rcnn/fg_cls_accuracy": 0.6717735452352978, "iteration": 146799, "loss_box_reg": 0.20009414292871952, "loss_cls": 0.17805413622409105, "loss_mask": 0.24321884289383888, "loss_rpn_cls": 0.03097186249215156, "loss_rpn_loc": 0.06964363297447562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947635437448311, "mask_rcnn/false_negative": 0.09025491604892752, "mask_rcnn/false_positive": 0.117247131801656, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9823643141426146, "total_loss": 0.7128264489001594}
{"data_time": 0.019349317299202085, "eta_seconds": 122508.4267325839, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.342944640753828, "fast_rcnn/fg_cls_accuracy": 0.6288764645713223, "iteration": 146819, "loss_box_reg": 0.22338196821510792, "loss_cls": 0.18239235132932663, "loss_mask": 0.23598203156143427, "loss_rpn_cls": 0.032405584352090955, "loss_rpn_loc": 0.07257230317918584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823181367606455, "mask_rcnn/false_negative": 0.10210878275324105, "mask_rcnn/false_positive": 0.13274141889278623, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9787849781569093, "total_loss": 0.7307007621275261}
{"data_time": 0.01627286896109581, "eta_seconds": 122466.91155010834, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.26626714121218464, "fast_rcnn/fg_cls_accuracy": 0.7132471474929342, "iteration": 146839, "loss_box_reg": 0.22306731157004833, "loss_cls": 0.19010364823043346, "loss_mask": 0.25031791254878044, "loss_rpn_cls": 0.038218088913708925, "loss_rpn_loc": 0.10142027493566275, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023779530573955, "mask_rcnn/false_negative": 0.08624281369891146, "mask_rcnn/false_positive": 0.10934652878082489, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.988829507259652, "total_loss": 0.8271879882086068}
{"data_time": 0.022566797910258174, "eta_seconds": 122410.14027940575, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2869496855345912, "fast_rcnn/fg_cls_accuracy": 0.6988123315363881, "iteration": 146859, "loss_box_reg": 0.2171483300626278, "loss_cls": 0.1803088914602995, "loss_mask": 0.24055771343410015, "loss_rpn_cls": 0.04134675476234406, "loss_rpn_loc": 0.0700285651255399, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039192905377484, "mask_rcnn/false_negative": 0.08712193160165227, "mask_rcnn/false_positive": 0.10535513798854029, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0375002359505743, "total_loss": 0.7618316501611844}
{"data_time": 0.02693897159770131, "eta_seconds": 122390.25882085785, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30169799878714376, "fast_rcnn/fg_cls_accuracy": 0.6686555290373906, "iteration": 146879, "loss_box_reg": 0.20286736823618412, "loss_cls": 0.1738200057297945, "loss_mask": 0.2225500401109457, "loss_rpn_cls": 0.0380502964835614, "loss_rpn_loc": 0.09296760242432356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925105958548447, "mask_rcnn/false_negative": 0.09143483894062968, "mask_rcnn/false_positive": 0.11791783623782826, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0087354043498635, "total_loss": 0.7303451554616913}
{"data_time": 0.014077787986025214, "eta_seconds": 122315.8108297037, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2843438680865682, "fast_rcnn/fg_cls_accuracy": 0.7073458840900702, "iteration": 146899, "loss_box_reg": 0.18849207926541567, "loss_cls": 0.1564486837014556, "loss_mask": 0.22858244832605124, "loss_rpn_cls": 0.026767459406983107, "loss_rpn_loc": 0.06422902806662023, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066831646149558, "mask_rcnn/false_negative": 0.09067352834488115, "mask_rcnn/false_positive": 0.09629111118347294, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9655076814815402, "total_loss": 0.666959953319747}
{"data_time": 0.016808568267151713, "eta_seconds": 122276.65585251525, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3074397595505234, "fast_rcnn/fg_cls_accuracy": 0.6411197916666667, "iteration": 146919, "loss_box_reg": 0.2127556875348091, "loss_cls": 0.17431205697357655, "loss_mask": 0.238946583122015, "loss_rpn_cls": 0.03360685060033575, "loss_rpn_loc": 0.06602486129850149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916277930544356, "mask_rcnn/false_negative": 0.10114352071371818, "mask_rcnn/false_positive": 0.11704885219539725, "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": 0.9961340446025133, "total_loss": 0.751800129597541}
{"data_time": 0.01772497547790408, "eta_seconds": 122254.0890803095, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2829612835716777, "fast_rcnn/fg_cls_accuracy": 0.6905137772675085, "iteration": 146939, "loss_box_reg": 0.20969200693070889, "loss_cls": 0.1655566832050681, "loss_mask": 0.23443065024912357, "loss_rpn_cls": 0.036664463579654694, "loss_rpn_loc": 0.08173434296622872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950476135872607, "mask_rcnn/false_negative": 0.07884715040002338, "mask_rcnn/false_positive": 0.12524494876999331, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9833827360998839, "total_loss": 0.7357043803203851}
{"data_time": 0.014382162597030401, "eta_seconds": 122193.89302652329, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.29210323574730357, "fast_rcnn/fg_cls_accuracy": 0.6851458510337014, "iteration": 146959, "loss_box_reg": 0.22094250097870827, "loss_cls": 0.1750075900927186, "loss_mask": 0.23650136590003967, "loss_rpn_cls": 0.031753339571878314, "loss_rpn_loc": 0.07512391335330904, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019021621806618, "mask_rcnn/false_negative": 0.09708811084065738, "mask_rcnn/false_positive": 0.10476853612750299, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9820744465105236, "total_loss": 0.7406035154126585}
{"data_time": 0.014435006538406014, "eta_seconds": 122115.93340006191, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.28900293255131965, "fast_rcnn/fg_cls_accuracy": 0.6744308862269497, "iteration": 146979, "loss_box_reg": 0.2153920754790306, "loss_cls": 0.17509714420884848, "loss_mask": 0.24556653760373592, "loss_rpn_cls": 0.03265622060280293, "loss_rpn_loc": 0.0728575891116634, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045727348910579, "mask_rcnn/false_negative": 0.08369755497952461, "mask_rcnn/false_positive": 0.11972999109237176, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9858755217865109, "total_loss": 0.7357379086315632}
{"data_time": 0.01935525657609105, "eta_seconds": 122070.1112584211, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31304347826086953, "fast_rcnn/fg_cls_accuracy": 0.6262268564058846, "iteration": 146999, "loss_box_reg": 0.21330802142620087, "loss_cls": 0.17932470561936498, "loss_mask": 0.24200392700731754, "loss_rpn_cls": 0.0346611951244995, "loss_rpn_loc": 0.06659734109416604, "lr": 0.0001, "mask_rcnn/accuracy": 0.891223963947519, "mask_rcnn/false_negative": 0.08837805913422603, "mask_rcnn/false_positive": 0.1144836893333792, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9925071855541319, "total_loss": 0.7274997413624078}
{"data_time": 0.015263622161000967, "eta_seconds": 122177.30855331756, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28200639230050994, "fast_rcnn/fg_cls_accuracy": 0.6992714516999461, "iteration": 147019, "loss_box_reg": 0.2054006140679121, "loss_cls": 0.1724565625190735, "loss_mask": 0.23990336060523987, "loss_rpn_cls": 0.038032106356695294, "loss_rpn_loc": 0.07242544693872333, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995324146404974, "mask_rcnn/false_negative": 0.08889406803505631, "mask_rcnn/false_positive": 0.12580072455657595, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.999018831178546, "total_loss": 0.7265127752325498}
{"data_time": 0.013905912870541215, "eta_seconds": 122103.90416350216, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.35068975269459196, "fast_rcnn/fg_cls_accuracy": 0.6354895104895104, "iteration": 147039, "loss_box_reg": 0.21159246936440468, "loss_cls": 0.18057633191347122, "loss_mask": 0.24490107409656048, "loss_rpn_cls": 0.034984009340405464, "loss_rpn_loc": 0.07156556099653244, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029131495628924, "mask_rcnn/false_negative": 0.08126279647042495, "mask_rcnn/false_positive": 0.11313632969219346, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9794437810778618, "total_loss": 0.7148194960318506}
{"data_time": 0.026079826056957245, "eta_seconds": 122134.87495151348, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2700393578053153, "fast_rcnn/fg_cls_accuracy": 0.6634615384615384, "iteration": 147059, "loss_box_reg": 0.18842442519962788, "loss_cls": 0.1673632967285812, "loss_mask": 0.2330990545451641, "loss_rpn_cls": 0.03535841451957822, "loss_rpn_loc": 0.0906597226858139, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023141105520549, "mask_rcnn/false_negative": 0.08025441289270392, "mask_rcnn/false_positive": 0.10213486149833986, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.008625022135675, "total_loss": 0.7260530533385463}
{"data_time": 0.01881399005651474, "eta_seconds": 122136.95749136619, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3205258866693844, "fast_rcnn/fg_cls_accuracy": 0.6575785325785326, "iteration": 147079, "loss_box_reg": 0.21190328802913427, "loss_cls": 0.1779793230816722, "loss_mask": 0.2525847665965557, "loss_rpn_cls": 0.039439831278286874, "loss_rpn_loc": 0.08000059146434069, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913616672054097, "mask_rcnn/false_negative": 0.09204489128773644, "mask_rcnn/false_positive": 0.12456516422048555, "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": 1.0047022714279592, "total_loss": 0.7661198190180585}
{"data_time": 0.02182387514039874, "eta_seconds": 122117.08489821758, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35401770514130065, "fast_rcnn/fg_cls_accuracy": 0.6130348258706468, "iteration": 147099, "loss_box_reg": 0.20532576646655798, "loss_cls": 0.18072175327688456, "loss_mask": 0.23480156064033508, "loss_rpn_cls": 0.03200167650356889, "loss_rpn_loc": 0.062139696441590786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963617820545939, "mask_rcnn/false_negative": 0.08483492898172493, "mask_rcnn/false_positive": 0.12389512384566446, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0078033974859864, "total_loss": 0.7307051378884353}
{"data_time": 0.018642242066562176, "eta_seconds": 122127.51368522644, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3311225743060673, "fast_rcnn/fg_cls_accuracy": 0.6355340277566885, "iteration": 147119, "loss_box_reg": 0.22006339486688375, "loss_cls": 0.1917219925671816, "loss_mask": 0.24289144203066826, "loss_rpn_cls": 0.0362532171420753, "loss_rpn_loc": 0.0741276633925736, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008435332260982, "mask_rcnn/false_negative": 0.09107806861240444, "mask_rcnn/false_positive": 0.10221900851161998, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.019346731947735, "total_loss": 0.7963353967061266}
{"data_time": 0.02235318929888308, "eta_seconds": 122066.01379302796, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.28411401235798284, "fast_rcnn/fg_cls_accuracy": 0.6898516783762685, "iteration": 147139, "loss_box_reg": 0.2161236610263586, "loss_cls": 0.17550926748663187, "loss_mask": 0.23595227673649788, "loss_rpn_cls": 0.03538109897635877, "loss_rpn_loc": 0.07583385962061584, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055527583840555, "mask_rcnn/false_negative": 0.08642306001802173, "mask_rcnn/false_positive": 0.1150883501309063, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9899055401328951, "total_loss": 0.7526300520403311}
{"data_time": 0.015980324475094676, "eta_seconds": 122046.14304359071, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2705540427314621, "fast_rcnn/fg_cls_accuracy": 0.7003822546998035, "iteration": 147159, "loss_box_reg": 0.2179366610944271, "loss_cls": 0.1771773984655738, "loss_mask": 0.24754159525036812, "loss_rpn_cls": 0.030312079354189336, "loss_rpn_loc": 0.06508281279820949, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048144818779635, "mask_rcnn/false_negative": 0.08039976529854857, "mask_rcnn/false_positive": 0.10674814967799186, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9945861154701561, "total_loss": 0.7159006034489721}
{"data_time": 0.021138895768672228, "eta_seconds": 122002.8082910087, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3299356477963526, "fast_rcnn/fg_cls_accuracy": 0.6295494477911647, "iteration": 147179, "loss_box_reg": 0.19430644297972322, "loss_cls": 0.16052670124918222, "loss_mask": 0.22756043076515198, "loss_rpn_cls": 0.03125271841417998, "loss_rpn_loc": 0.0708638564683497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961710651030719, "mask_rcnn/false_negative": 0.09782923959955336, "mask_rcnn/false_positive": 0.12751671973156525, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9413818770553917, "total_loss": 0.7032671787310392}
{"data_time": 0.02988357748836279, "eta_seconds": 122055.02533977851, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3227100613054454, "fast_rcnn/fg_cls_accuracy": 0.6546635675546815, "iteration": 147199, "loss_box_reg": 0.201140065677464, "loss_cls": 0.16653988603502512, "loss_mask": 0.21919189300388098, "loss_rpn_cls": 0.024887702718842775, "loss_rpn_loc": 0.05594646721147001, "lr": 0.0001, "mask_rcnn/accuracy": 0.907093100162419, "mask_rcnn/false_negative": 0.0826073852921417, "mask_rcnn/false_positive": 0.10586836965076668, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0205690485890955, "total_loss": 0.6740717752836645}
{"data_time": 0.017010280629619956, "eta_seconds": 121986.53079527896, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2837421211290765, "fast_rcnn/fg_cls_accuracy": 0.6578740859639736, "iteration": 147219, "loss_box_reg": 0.21593595296144485, "loss_cls": 0.17522498965263367, "loss_mask": 0.23773293755948544, "loss_rpn_cls": 0.027722628554329276, "loss_rpn_loc": 0.07240081846248358, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010462035423925, "mask_rcnn/false_negative": 0.0884932928001721, "mask_rcnn/false_positive": 0.11598442421926329, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9955458324402571, "total_loss": 0.7294135430129245}
{"data_time": 0.016279875533655286, "eta_seconds": 121916.83945692144, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30503640001702925, "fast_rcnn/fg_cls_accuracy": 0.6805820403917829, "iteration": 147239, "loss_box_reg": 0.19747278466820717, "loss_cls": 0.17084655724465847, "loss_mask": 0.23238773457705975, "loss_rpn_cls": 0.03168579773046076, "loss_rpn_loc": 0.058029600069858134, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092533070050011, "mask_rcnn/false_negative": 0.07789294574686265, "mask_rcnn/false_positive": 0.10625048005422943, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9675506809726357, "total_loss": 0.7160493180854246}
{"data_time": 0.015183982672169805, "eta_seconds": 121896.97682423051, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28737135472620545, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 147259, "loss_box_reg": 0.23272855952382088, "loss_cls": 0.18060516752302647, "loss_mask": 0.2315708976238966, "loss_rpn_cls": 0.03027199232019484, "loss_rpn_loc": 0.0734342597424984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981006465357081, "mask_rcnn/false_negative": 0.07934065165882567, "mask_rcnn/false_positive": 0.10892049847537423, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0034459875896573, "total_loss": 0.7509614655282348}
{"data_time": 0.018710237927734852, "eta_seconds": 121877.11419153959, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2660966032737251, "fast_rcnn/fg_cls_accuracy": 0.7067174917032188, "iteration": 147279, "loss_box_reg": 0.21262283064424992, "loss_cls": 0.180253348313272, "loss_mask": 0.22991318814456463, "loss_rpn_cls": 0.032147490652278066, "loss_rpn_loc": 0.08269376400858164, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044500475628848, "mask_rcnn/false_negative": 0.08414632894690778, "mask_rcnn/false_positive": 0.10559938448317954, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0092880055308342, "total_loss": 0.7557066057343036}
{"data_time": 0.0160146439447999, "eta_seconds": 121857.25155884866, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3222147639455431, "fast_rcnn/fg_cls_accuracy": 0.6553931094043983, "iteration": 147299, "loss_box_reg": 0.232987642288208, "loss_cls": 0.1829177588224411, "loss_mask": 0.24592150188982487, "loss_rpn_cls": 0.03836709831375629, "loss_rpn_loc": 0.06633941805921495, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922646956544675, "mask_rcnn/false_negative": 0.10033762865644164, "mask_rcnn/false_positive": 0.10938296335735645, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9720968310721219, "total_loss": 0.7705292864702642}
{"data_time": 0.0159268316347152, "eta_seconds": 121813.51955804974, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2528030303030303, "fast_rcnn/fg_cls_accuracy": 0.6912912912912913, "iteration": 147319, "loss_box_reg": 0.22636007517576218, "loss_cls": 0.18802747037261724, "loss_mask": 0.24355985037982464, "loss_rpn_cls": 0.03471729136072099, "loss_rpn_loc": 0.07631198549643159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982524735437654, "mask_rcnn/false_negative": 0.09383047101189007, "mask_rcnn/false_positive": 0.10386352727435616, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9871911169029772, "total_loss": 0.8077732202364132}
{"data_time": 0.018379562068730593, "eta_seconds": 121867.30629865546, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.35216342841394516, "fast_rcnn/fg_cls_accuracy": 0.6326558265582656, "iteration": 147339, "loss_box_reg": 0.21279382146894932, "loss_cls": 0.18483403511345387, "loss_mask": 0.23741229996085167, "loss_rpn_cls": 0.0363842302467674, "loss_rpn_loc": 0.07959342026151717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863651405144211, "mask_rcnn/false_negative": 0.105379805613701, "mask_rcnn/false_positive": 0.117723276445724, "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": 1.0371103284414858, "total_loss": 0.7953395730582997}
{"data_time": 0.016415585996583104, "eta_seconds": 121797.66366077587, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26662502045126646, "fast_rcnn/fg_cls_accuracy": 0.7125769307127259, "iteration": 147359, "loss_box_reg": 0.21393553912639618, "loss_cls": 0.16850809939205647, "loss_mask": 0.23863663338124752, "loss_rpn_cls": 0.03440179175231606, "loss_rpn_loc": 0.08282704546581954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969370085441515, "mask_rcnn/false_negative": 0.08963367170162821, "mask_rcnn/false_positive": 0.10816515498407614, "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": 0.9745810399763286, "total_loss": 0.7270873171510175}
{"data_time": 0.01688260887749493, "eta_seconds": 121817.33652947936, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32573529411764707, "fast_rcnn/fg_cls_accuracy": 0.6376558058167505, "iteration": 147379, "loss_box_reg": 0.2193954586982727, "loss_cls": 0.18547749985009432, "loss_mask": 0.23201308585703373, "loss_rpn_cls": 0.036155743058770895, "loss_rpn_loc": 0.07752095279283822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922825210744528, "mask_rcnn/false_negative": 0.09532814794576538, "mask_rcnn/false_positive": 0.11724310290617732, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.031067528994754, "total_loss": 0.7665689466521144}
{"data_time": 0.025858056964352727, "eta_seconds": 121869.2969232332, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2911265039823759, "fast_rcnn/fg_cls_accuracy": 0.6562016966821238, "iteration": 147399, "loss_box_reg": 0.20902175642549992, "loss_cls": 0.17179475259035826, "loss_mask": 0.233161773532629, "loss_rpn_cls": 0.033571763487998396, "loss_rpn_loc": 0.06835115631110966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902098955112348, "mask_rcnn/false_negative": 0.09508349216217776, "mask_rcnn/false_positive": 0.12357752753076774, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 1.0002070476766676, "total_loss": 0.7178119708551094}
{"data_time": 0.014829583233222365, "eta_seconds": 121881.62362961099, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3474690917289842, "fast_rcnn/fg_cls_accuracy": 0.6227866473149493, "iteration": 147419, "loss_box_reg": 0.2137336004525423, "loss_cls": 0.18172301352024078, "loss_mask": 0.23865382745862007, "loss_rpn_cls": 0.031467605265788734, "loss_rpn_loc": 0.07145069120451808, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974361646296293, "mask_rcnn/false_negative": 0.08298513878595326, "mask_rcnn/false_positive": 0.1312129002294936, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0184841072186828, "total_loss": 0.748813189798966}
{"data_time": 0.015075780218467116, "eta_seconds": 121829.53532554209, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2523383698221811, "fast_rcnn/fg_cls_accuracy": 0.697981487677038, "iteration": 147439, "loss_box_reg": 0.21912325359880924, "loss_cls": 0.17219194024801254, "loss_mask": 0.23501441720873117, "loss_rpn_cls": 0.03535645437659696, "loss_rpn_loc": 0.0683962176553905, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084153702464592, "mask_rcnn/false_negative": 0.08045640905763721, "mask_rcnn/false_positive": 0.10218593315083177, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9902956755831838, "total_loss": 0.7081432792474516}
{"data_time": 0.01675664121285081, "eta_seconds": 121841.85152204707, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3105043114711262, "fast_rcnn/fg_cls_accuracy": 0.6566422843210088, "iteration": 147459, "loss_box_reg": 0.2173183411359787, "loss_cls": 0.18906375020742416, "loss_mask": 0.24167619459331036, "loss_rpn_cls": 0.02990129531826824, "loss_rpn_loc": 0.07828409457579255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917159594499495, "mask_rcnn/false_negative": 0.09107730383637144, "mask_rcnn/false_positive": 0.11559344405190428, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.036395185859874, "total_loss": 0.7771958296652883}
{"data_time": 0.015432860935106874, "eta_seconds": 121717.99112373032, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27158326016973955, "fast_rcnn/fg_cls_accuracy": 0.6978465515559458, "iteration": 147479, "loss_box_reg": 0.20773573219776154, "loss_cls": 0.17180070281028748, "loss_mask": 0.22829222306609154, "loss_rpn_cls": 0.03319983836263418, "loss_rpn_loc": 0.05878416809719056, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041155159644503, "mask_rcnn/false_negative": 0.08931281779530467, "mask_rcnn/false_positive": 0.11090113996571602, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9629527535289526, "total_loss": 0.7256188309984282}
{"data_time": 0.01529675885103643, "eta_seconds": 121698.12204258051, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30849358974358976, "fast_rcnn/fg_cls_accuracy": 0.6732976554082333, "iteration": 147499, "loss_box_reg": 0.2094507971778512, "loss_cls": 0.1799310347996652, "loss_mask": 0.24225706793367863, "loss_rpn_cls": 0.041973420477006584, "loss_rpn_loc": 0.0829835762269795, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994637439532478, "mask_rcnn/false_negative": 0.08930666865345088, "mask_rcnn/false_positive": 0.10625804924616117, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9850657950155437, "total_loss": 0.7380223163636401}
{"data_time": 0.01610365160740912, "eta_seconds": 121782.1933607012, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3023372887450557, "fast_rcnn/fg_cls_accuracy": 0.6635709356206251, "iteration": 147519, "loss_box_reg": 0.21965482737869024, "loss_cls": 0.1725179050117731, "loss_mask": 0.24191210232675076, "loss_rpn_cls": 0.031466116197407246, "loss_rpn_loc": 0.06579873804003, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973973873175001, "mask_rcnn/false_negative": 0.09191929951129986, "mask_rcnn/false_positive": 0.11439854977895578, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9755879193544388, "total_loss": 0.7192457686760463}
{"data_time": 0.022129080025479198, "eta_seconds": 121841.96487881709, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.3074026712134129, "fast_rcnn/fg_cls_accuracy": 0.6763774594466456, "iteration": 147539, "loss_box_reg": 0.2135331705212593, "loss_cls": 0.1800668090581894, "loss_mask": 0.23854255303740501, "loss_rpn_cls": 0.03188760089688003, "loss_rpn_loc": 0.06144970247987658, "lr": 0.0001, "mask_rcnn/accuracy": 0.9125393646800704, "mask_rcnn/false_negative": 0.09083062773124767, "mask_rcnn/false_positive": 0.10094101767520894, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0360053081531078, "total_loss": 0.7302894541062415}
{"data_time": 0.015308563830330968, "eta_seconds": 121808.36232325062, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27018229166666663, "fast_rcnn/fg_cls_accuracy": 0.6740274079366111, "iteration": 147559, "loss_box_reg": 0.21750562265515327, "loss_cls": 0.1695891097187996, "loss_mask": 0.2346847467124462, "loss_rpn_cls": 0.03267495008185506, "loss_rpn_loc": 0.0822412755805999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930648591953967, "mask_rcnn/false_negative": 0.09335810438959777, "mask_rcnn/false_positive": 0.12181602575062918, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9316948843188584, "total_loss": 0.7487911686184816}
{"data_time": 0.014961556997150183, "eta_seconds": 121870.03825656138, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.26192653347742156, "fast_rcnn/fg_cls_accuracy": 0.713939885577662, "iteration": 147579, "loss_box_reg": 0.22181973233819008, "loss_cls": 0.18460852652788162, "loss_mask": 0.23724773712456226, "loss_rpn_cls": 0.03151571686612442, "loss_rpn_loc": 0.0821552115958184, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101205023687875, "mask_rcnn/false_negative": 0.08207865920685475, "mask_rcnn/false_positive": 0.10027219103982554, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0219575536902994, "total_loss": 0.780210726428777}
{"data_time": 0.01803186535835266, "eta_seconds": 121837.07084655762, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.33920187793427226, "fast_rcnn/fg_cls_accuracy": 0.6308015628699977, "iteration": 147599, "loss_box_reg": 0.20271840132772923, "loss_cls": 0.16810781089589, "loss_mask": 0.23498173989355564, "loss_rpn_cls": 0.029582195566035807, "loss_rpn_loc": 0.07185825589112937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994345756790554, "mask_rcnn/false_negative": 0.08377723139522683, "mask_rcnn/false_positive": 0.12284898307497943, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9908613555599004, "total_loss": 0.709898239467293}
{"data_time": 0.015978303039446473, "eta_seconds": 121762.36862542573, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34251118656263346, "fast_rcnn/fg_cls_accuracy": 0.6299335258174981, "iteration": 147619, "loss_box_reg": 0.1900799237191677, "loss_cls": 0.16711199097335339, "loss_mask": 0.23611585050821304, "loss_rpn_cls": 0.031019848305732012, "loss_rpn_loc": 0.0584051301702857, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047715611356724, "mask_rcnn/false_negative": 0.08387422127816174, "mask_rcnn/false_positive": 0.11520722219010968, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9773317768704146, "total_loss": 0.6881538850720972}
{"data_time": 0.015501238405704498, "eta_seconds": 121728.77502346411, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.29097573614582695, "fast_rcnn/fg_cls_accuracy": 0.6559732472324723, "iteration": 147639, "loss_box_reg": 0.2273952905088663, "loss_cls": 0.1870438540354371, "loss_mask": 0.23562932759523392, "loss_rpn_cls": 0.033389604766853154, "loss_rpn_loc": 0.06309420289471745, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984753810046153, "mask_rcnn/false_negative": 0.09045733742936723, "mask_rcnn/false_positive": 0.11016629667241817, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9963031788356602, "total_loss": 0.770531011512503}
{"data_time": 0.021700992016121745, "eta_seconds": 121708.87819851749, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23349256107876798, "fast_rcnn/fg_cls_accuracy": 0.730283126834851, "iteration": 147659, "loss_box_reg": 0.20436780247837305, "loss_cls": 0.16031442675739527, "loss_mask": 0.23722338490188122, "loss_rpn_cls": 0.02879009849857539, "loss_rpn_loc": 0.06566906929947436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947503150104683, "mask_rcnn/false_negative": 0.09760568933751335, "mask_rcnn/false_positive": 0.10890669786447119, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0162360011599958, "total_loss": 0.724872406834038}
{"data_time": 0.0160607120487839, "eta_seconds": 121688.98137357086, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3432338452622428, "fast_rcnn/fg_cls_accuracy": 0.6293827875977978, "iteration": 147679, "loss_box_reg": 0.21275629475712776, "loss_cls": 0.15880510210990906, "loss_mask": 0.2425189297646284, "loss_rpn_cls": 0.033595453249290586, "loss_rpn_loc": 0.07385340123437345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908836790530166, "mask_rcnn/false_negative": 0.08794477313385282, "mask_rcnn/false_positive": 0.13498354928664907, "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": 0.9667218918912113, "total_loss": 0.7491916784783825}
{"data_time": 0.013269331539049745, "eta_seconds": 121654.01140733156, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3190857438016529, "fast_rcnn/fg_cls_accuracy": 0.6600204498977504, "iteration": 147699, "loss_box_reg": 0.21962140873074532, "loss_cls": 0.16991453990340233, "loss_mask": 0.2381132859736681, "loss_rpn_cls": 0.03150887246010825, "loss_rpn_loc": 0.07871968747349456, "lr": 0.0001, "mask_rcnn/accuracy": 0.887765959506305, "mask_rcnn/false_negative": 0.0993936995690782, "mask_rcnn/false_positive": 0.11882614382631755, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9639251122716814, "total_loss": 0.7390858803410083}
{"data_time": 0.015657827258110046, "eta_seconds": 121694.83486784622, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.7044356676287407, "iteration": 147719, "loss_box_reg": 0.19244602229446173, "loss_cls": 0.1694904211908579, "loss_mask": 0.23152820765972137, "loss_rpn_cls": 0.03714174195192754, "loss_rpn_loc": 0.07705072232056409, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035794130276418, "mask_rcnn/false_negative": 0.08283720123947069, "mask_rcnn/false_positive": 0.10796605806759875, "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": 1.0147815009113401, "total_loss": 0.7167585309362039}
{"data_time": 0.0157506694085896, "eta_seconds": 121620.14196666889, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31674242424242427, "fast_rcnn/fg_cls_accuracy": 0.673279853558738, "iteration": 147739, "loss_box_reg": 0.20259283715859056, "loss_cls": 0.17247609794139862, "loss_mask": 0.23641676269471645, "loss_rpn_cls": 0.034411043277941644, "loss_rpn_loc": 0.06614020769484341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939404076606694, "mask_rcnn/false_negative": 0.09388323848682063, "mask_rcnn/false_positive": 0.114471761967917, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.995575763983652, "total_loss": 0.7117984118522145}
{"data_time": 0.013740341179072857, "eta_seconds": 121594.32832732797, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2692732212599762, "fast_rcnn/fg_cls_accuracy": 0.6852921348314607, "iteration": 147759, "loss_box_reg": 0.21438436023890972, "loss_cls": 0.20239092223346233, "loss_mask": 0.2327967844903469, "loss_rpn_cls": 0.03348377242218703, "loss_rpn_loc": 0.07220819010399282, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003787270436978, "mask_rcnn/false_negative": 0.08397134894447852, "mask_rcnn/false_positive": 0.11695036692890845, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9826935043092817, "total_loss": 0.7246688464656472}
{"data_time": 0.016261570155620575, "eta_seconds": 121580.35131004639, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2843542019176537, "fast_rcnn/fg_cls_accuracy": 0.6608315915198566, "iteration": 147779, "loss_box_reg": 0.23310315422713757, "loss_cls": 0.1884261998347938, "loss_mask": 0.2386259250342846, "loss_rpn_cls": 0.038229140103794634, "loss_rpn_loc": 0.07422424422111362, "lr": 0.0001, "mask_rcnn/accuracy": 0.9122899159663866, "mask_rcnn/false_negative": 0.08000869924157356, "mask_rcnn/false_positive": 0.0943251182574519, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.016749813221395, "total_loss": 0.7758555932668969}
{"data_time": 0.015866537345573306, "eta_seconds": 121618.14813641831, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2552250803858521, "fast_rcnn/fg_cls_accuracy": 0.7124877810361682, "iteration": 147799, "loss_box_reg": 0.20347522478550673, "loss_cls": 0.15908264741301537, "loss_mask": 0.2321741096675396, "loss_rpn_cls": 0.035648534540086985, "loss_rpn_loc": 0.06504239211790264, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086160240291248, "mask_rcnn/false_negative": 0.07749140062199453, "mask_rcnn/false_positive": 0.10811288975345869, "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": 1.0180520855356008, "total_loss": 0.7255616059992462}
{"data_time": 0.0178645015694201, "eta_seconds": 121763.15049815457, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2955330288515094, "fast_rcnn/fg_cls_accuracy": 0.6653448300193336, "iteration": 147819, "loss_box_reg": 0.20989655423909426, "loss_cls": 0.17313422029837966, "loss_mask": 0.23668496869504452, "loss_rpn_cls": 0.028758606174960732, "loss_rpn_loc": 0.06733401701785624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901993838688853, "mask_rcnn/false_negative": 0.0979077866353338, "mask_rcnn/false_positive": 0.12402053045426456, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0274983919225633, "total_loss": 0.7209340925328434}
{"data_time": 0.014689088566228747, "eta_seconds": 121797.84870324656, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3247280679333163, "fast_rcnn/fg_cls_accuracy": 0.6561382722208364, "iteration": 147839, "loss_box_reg": 0.2218735534697771, "loss_cls": 0.18750657513737679, "loss_mask": 0.23963818699121475, "loss_rpn_cls": 0.03892228123731911, "loss_rpn_loc": 0.0833057495765388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967893012662291, "mask_rcnn/false_negative": 0.08899220439084998, "mask_rcnn/false_positive": 0.11816747128582081, "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": 1.0146598049905151, "total_loss": 0.7732822166290134}
{"data_time": 0.01561845326796174, "eta_seconds": 121771.15424097516, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.25325948696205214, "fast_rcnn/fg_cls_accuracy": 0.6946184589645877, "iteration": 147859, "loss_box_reg": 0.2316780462861061, "loss_cls": 0.18238279037177563, "loss_mask": 0.25282004848122597, "loss_rpn_cls": 0.03202538820914924, "loss_rpn_loc": 0.06668611313216388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929300781927502, "mask_rcnn/false_negative": 0.08498777730484394, "mask_rcnn/false_positive": 0.12542570160078215, "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": 1.0122034968808293, "total_loss": 0.766143940621987}
{"data_time": 0.015577532351016998, "eta_seconds": 121656.5763482824, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3321955330804888, "fast_rcnn/fg_cls_accuracy": 0.6593984962406014, "iteration": 147879, "loss_box_reg": 0.2126548932865262, "loss_cls": 0.16533992905169725, "loss_mask": 0.22978665307164192, "loss_rpn_cls": 0.02784006838919595, "loss_rpn_loc": 0.07433639146620408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892959674343335, "mask_rcnn/false_negative": 0.09420038089322905, "mask_rcnn/false_positive": 0.1288304063153744, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9883295141626149, "total_loss": 0.7335385843471158}
{"data_time": 0.01772611658088863, "eta_seconds": 121806.48591038771, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30439266615737204, "fast_rcnn/fg_cls_accuracy": 0.6579063391245643, "iteration": 147899, "loss_box_reg": 0.20572957023978233, "loss_cls": 0.17644774075597525, "loss_mask": 0.23725966922938824, "loss_rpn_cls": 0.029081773129291832, "loss_rpn_loc": 0.07402817602269351, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995676919371471, "mask_rcnn/false_negative": 0.08716429044493043, "mask_rcnn/false_positive": 0.12467240870283164, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.009130012942478, "total_loss": 0.7753268404630944}
{"data_time": 0.02008663327433169, "eta_seconds": 121775.51165763289, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.32604929522009607, "fast_rcnn/fg_cls_accuracy": 0.6527088747145444, "iteration": 147919, "loss_box_reg": 0.21915980521589518, "loss_cls": 0.1677490104921162, "loss_mask": 0.2422082144767046, "loss_rpn_cls": 0.03227059857454151, "loss_rpn_loc": 0.06462392886169255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910516296070667, "mask_rcnn/false_negative": 0.09254282846359019, "mask_rcnn/false_positive": 0.11895930376563979, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9856233969330788, "total_loss": 0.7199952170485631}
{"data_time": 0.016657558735460043, "eta_seconds": 121711.89848512411, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30427064695357375, "fast_rcnn/fg_cls_accuracy": 0.6676758640173275, "iteration": 147939, "loss_box_reg": 0.22005143202841282, "loss_cls": 0.18703810404986143, "loss_mask": 0.24170564860105515, "loss_rpn_cls": 0.03158469672780484, "loss_rpn_loc": 0.06694264174439013, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919821477946741, "mask_rcnn/false_negative": 0.08892320369986598, "mask_rcnn/false_positive": 0.11873770094953132, "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": 0.9729196277912706, "total_loss": 0.7660516770556569}
{"data_time": 0.018491946626454592, "eta_seconds": 121691.95552289486, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27138686131386863, "fast_rcnn/fg_cls_accuracy": 0.6867741935483871, "iteration": 147959, "loss_box_reg": 0.20744546316564083, "loss_cls": 0.17320995964109898, "loss_mask": 0.23814906552433968, "loss_rpn_cls": 0.026983844581991434, "loss_rpn_loc": 0.06997850839979947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960722195069024, "mask_rcnn/false_negative": 0.09396337825785547, "mask_rcnn/false_positive": 0.13093331190279667, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9940214378293604, "total_loss": 0.7073995047830977}
{"data_time": 0.013257177546620369, "eta_seconds": 121672.01256066561, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28330606629608285, "fast_rcnn/fg_cls_accuracy": 0.7042936288088643, "iteration": 147979, "loss_box_reg": 0.21034327428787947, "loss_cls": 0.16531814588233829, "loss_mask": 0.23223436065018177, "loss_rpn_cls": 0.030411847576033324, "loss_rpn_loc": 0.0826037212391384, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015161974012342, "mask_rcnn/false_negative": 0.07890789960238316, "mask_rcnn/false_positive": 0.12147769961031846, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9928294119890779, "total_loss": 0.7190927588380873}
{"data_time": 0.016079373192042112, "eta_seconds": 121729.0739431046, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2569700745198524, "fast_rcnn/fg_cls_accuracy": 0.699368932038835, "iteration": 147999, "loss_box_reg": 0.1955079697072506, "loss_cls": 0.16328298579901457, "loss_mask": 0.23562863282859325, "loss_rpn_cls": 0.029963649867568165, "loss_rpn_loc": 0.05636511370539665, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020959485737623, "mask_rcnn/false_negative": 0.082837427187731, "mask_rcnn/false_positive": 0.12015512715819834, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9985916544683278, "total_loss": 0.6697774590575136}
{"data_time": 0.022310510044917464, "eta_seconds": 121632.1266362071, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32908704883227174, "fast_rcnn/fg_cls_accuracy": 0.652056277056277, "iteration": 148019, "loss_box_reg": 0.19666863372549415, "loss_cls": 0.1711398847401142, "loss_mask": 0.2363060936331749, "loss_rpn_cls": 0.030736799584701657, "loss_rpn_loc": 0.0685512141790241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968705759633209, "mask_rcnn/false_negative": 0.08524695568013985, "mask_rcnn/false_positive": 0.11446580954274489, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9800969415809959, "total_loss": 0.7313788833562285}
{"data_time": 0.01812742091715336, "eta_seconds": 121662.65346312895, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26969696969696966, "fast_rcnn/fg_cls_accuracy": 0.7107612781954887, "iteration": 148039, "loss_box_reg": 0.2146811094135046, "loss_cls": 0.17152252234518528, "loss_mask": 0.23267836309969425, "loss_rpn_cls": 0.03164777741767466, "loss_rpn_loc": 0.07233798201195896, "lr": 0.0001, "mask_rcnn/accuracy": 0.9172059212131067, "mask_rcnn/false_negative": 0.08460705195770829, "mask_rcnn/false_positive": 0.0964793132593334, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9997277001384646, "total_loss": 0.7216482984367758}
{"data_time": 0.018902563955634832, "eta_seconds": 121694.54293305986, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.3143778481501506, "fast_rcnn/fg_cls_accuracy": 0.6814899204448908, "iteration": 148059, "loss_box_reg": 0.19262569397687912, "loss_cls": 0.16000010259449482, "loss_mask": 0.2306833751499653, "loss_rpn_cls": 0.02959147864021361, "loss_rpn_loc": 0.06325655896216631, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052229666270692, "mask_rcnn/false_negative": 0.08100539612829633, "mask_rcnn/false_positive": 0.11088273999813102, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 1.0154536115005612, "total_loss": 0.6968523822724819}
{"data_time": 0.019033442484214902, "eta_seconds": 121622.75098577142, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28519138904398533, "fast_rcnn/fg_cls_accuracy": 0.68988099151818, "iteration": 148079, "loss_box_reg": 0.2056479984894395, "loss_cls": 0.156733226031065, "loss_mask": 0.23345362395048141, "loss_rpn_cls": 0.03057220543269068, "loss_rpn_loc": 0.06352444714866579, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978323282657076, "mask_rcnn/false_negative": 0.09767526971466717, "mask_rcnn/false_positive": 0.10603961446016905, "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": 0.9807973289862275, "total_loss": 0.6918848066125065}
{"data_time": 0.015967309242114425, "eta_seconds": 121690.75973883737, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.25966708023159635, "fast_rcnn/fg_cls_accuracy": 0.6951335499722597, "iteration": 148099, "loss_box_reg": 0.2216946929693222, "loss_cls": 0.17399961594492197, "loss_mask": 0.24036785028874874, "loss_rpn_cls": 0.03574827563716099, "loss_rpn_loc": 0.07964142691344023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984108401013466, "mask_rcnn/false_negative": 0.08779800758342422, "mask_rcnn/false_positive": 0.1079804357787163, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0240312705282122, "total_loss": 0.7907091511879116}
{"data_time": 0.016373273450881243, "eta_seconds": 121532.41182506084, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2523647730361511, "fast_rcnn/fg_cls_accuracy": 0.7061010277717035, "iteration": 148119, "loss_box_reg": 0.22346354741603136, "loss_cls": 0.1721976320259273, "loss_mask": 0.2407573200762272, "loss_rpn_cls": 0.030750692239962518, "loss_rpn_loc": 0.08029712410643697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949692322502296, "mask_rcnn/false_negative": 0.08773622630817346, "mask_rcnn/false_positive": 0.12169438238547278, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9757136369589716, "total_loss": 0.7564958209404722}
{"data_time": 0.02011007838882506, "eta_seconds": 121562.89726973511, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3262379896526238, "fast_rcnn/fg_cls_accuracy": 0.6183279742765273, "iteration": 148139, "loss_box_reg": 0.21925059333443642, "loss_cls": 0.17667722702026367, "loss_mask": 0.23899883218109608, "loss_rpn_cls": 0.03074993588961661, "loss_rpn_loc": 0.07289825251791626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932765894819467, "mask_rcnn/false_negative": 0.09180931480613995, "mask_rcnn/false_positive": 0.13087758188155785, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.993699791142717, "total_loss": 0.753863476391416}
{"data_time": 0.014260414289310575, "eta_seconds": 121412.52639563754, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2712418300653595, "fast_rcnn/fg_cls_accuracy": 0.704803738317757, "iteration": 148159, "loss_box_reg": 0.22034974303096533, "loss_cls": 0.17345932964235544, "loss_mask": 0.22913604974746704, "loss_rpn_cls": 0.027738867443986237, "loss_rpn_loc": 0.05711074033752084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950974808853254, "mask_rcnn/false_negative": 0.09015134770622234, "mask_rcnn/false_positive": 0.10485358584111101, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9595001847483218, "total_loss": 0.7339760154718533}
{"data_time": 0.016417751321569085, "eta_seconds": 121645.97921619657, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.30043354559002844, "fast_rcnn/fg_cls_accuracy": 0.6701101928374655, "iteration": 148179, "loss_box_reg": 0.2191392881795764, "loss_cls": 0.1766037866473198, "loss_mask": 0.24291455931961536, "loss_rpn_cls": 0.0329413692234084, "loss_rpn_loc": 0.06647531013004482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943835562539932, "mask_rcnn/false_negative": 0.09000756553246181, "mask_rcnn/false_positive": 0.12416519943594467, "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": 1.0166908116079867, "total_loss": 0.762517282506451}
{"data_time": 0.015144884586334229, "eta_seconds": 121503.04355369881, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.24240095628415298, "fast_rcnn/fg_cls_accuracy": 0.6900273224043716, "iteration": 148199, "loss_box_reg": 0.20300185214728117, "loss_cls": 0.15968863107264042, "loss_mask": 0.22481545247137547, "loss_rpn_cls": 0.031127405585721135, "loss_rpn_loc": 0.06518097908701748, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022051624025522, "mask_rcnn/false_negative": 0.08596648267739813, "mask_rcnn/false_positive": 0.11138272243513511, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9877923920284957, "total_loss": 0.7000094760442153}
{"data_time": 0.018130879383534193, "eta_seconds": 121608.21185438428, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29641519529159976, "fast_rcnn/fg_cls_accuracy": 0.6754239019407559, "iteration": 148219, "loss_box_reg": 0.21698711067438126, "loss_cls": 0.17996146716177464, "loss_mask": 0.2460042703896761, "loss_rpn_cls": 0.032389014260843396, "loss_rpn_loc": 0.07801085151731968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916251894409701, "mask_rcnn/false_negative": 0.090907522345862, "mask_rcnn/false_positive": 0.11470649097625837, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0515142385847867, "total_loss": 0.7567927015479654}
{"data_time": 0.015452209627255797, "eta_seconds": 121602.678078264, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2540602099425629, "fast_rcnn/fg_cls_accuracy": 0.7236263736263736, "iteration": 148239, "loss_box_reg": 0.23418374545872211, "loss_cls": 0.17430620733648539, "loss_mask": 0.24344888515770435, "loss_rpn_cls": 0.029264097334817052, "loss_rpn_loc": 0.07573920278809965, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902836508885236, "mask_rcnn/false_negative": 0.09687226084248846, "mask_rcnn/false_positive": 0.10709985593246021, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9920003444422036, "total_loss": 0.7517705906648189}
{"data_time": 0.016019030706956983, "eta_seconds": 121568.26828011777, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26736754805346863, "fast_rcnn/fg_cls_accuracy": 0.6961538461538461, "iteration": 148259, "loss_box_reg": 0.20469540171325207, "loss_cls": 0.16687272116541862, "loss_mask": 0.22073892317712307, "loss_rpn_cls": 0.03636500093853101, "loss_rpn_loc": 0.07190954266116023, "lr": 0.0001, "mask_rcnn/accuracy": 0.913145475778834, "mask_rcnn/false_negative": 0.07675229314795956, "mask_rcnn/false_positive": 0.09817253928919917, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9948406333569437, "total_loss": 0.7059096188750118}
{"data_time": 0.023760246811434627, "eta_seconds": 121577.15376157314, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2860463747645951, "fast_rcnn/fg_cls_accuracy": 0.6811693270272934, "iteration": 148279, "loss_box_reg": 0.21758562698960304, "loss_cls": 0.18408129271119833, "loss_mask": 0.24870390631258488, "loss_rpn_cls": 0.03405051850131713, "loss_rpn_loc": 0.08156981295906007, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997815072331914, "mask_rcnn/false_negative": 0.09512069819249903, "mask_rcnn/false_positive": 0.11345313719202137, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0175073782447726, "total_loss": 0.7733226065756753}
{"data_time": 0.0160990955773741, "eta_seconds": 121669.00601838715, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.27955606863619664, "fast_rcnn/fg_cls_accuracy": 0.6956340265508243, "iteration": 148299, "loss_box_reg": 0.21625938452780247, "loss_cls": 0.18023660965263844, "loss_mask": 0.23849486000835896, "loss_rpn_cls": 0.037978508742526174, "loss_rpn_loc": 0.08557801134884357, "lr": 0.0001, "mask_rcnn/accuracy": 0.896888081366122, "mask_rcnn/false_negative": 0.08912059173723141, "mask_rcnn/false_positive": 0.12009723302765121, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0103700151666999, "total_loss": 0.7786209266632795}
{"data_time": 0.013985625002533197, "eta_seconds": 121692.06799982116, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29277813923227064, "fast_rcnn/fg_cls_accuracy": 0.6500096155268569, "iteration": 148319, "loss_box_reg": 0.20886388514190912, "loss_cls": 0.16452189814299345, "loss_mask": 0.24150781892240047, "loss_rpn_cls": 0.03487394307740033, "loss_rpn_loc": 0.07156522665172815, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940448157284893, "mask_rcnn/false_negative": 0.09405082461293174, "mask_rcnn/false_positive": 0.11978707277615072, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9946202465798706, "total_loss": 0.7061589919030666}
{"data_time": 0.019385714549571276, "eta_seconds": 121629.01620539837, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3117339152000763, "fast_rcnn/fg_cls_accuracy": 0.6501094690749863, "iteration": 148339, "loss_box_reg": 0.20882572513073683, "loss_cls": 0.16603269800543785, "loss_mask": 0.22071931138634682, "loss_rpn_cls": 0.03204118669964373, "loss_rpn_loc": 0.07279913313686848, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025731096533122, "mask_rcnn/false_negative": 0.08540583610104785, "mask_rcnn/false_positive": 0.11987052562004089, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0165134789422154, "total_loss": 0.6914131615194492}
{"data_time": 0.01757933315820992, "eta_seconds": 121905.89511305094, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2801480051480052, "fast_rcnn/fg_cls_accuracy": 0.6673715668883315, "iteration": 148359, "loss_box_reg": 0.20914178155362606, "loss_cls": 0.1718039894476533, "loss_mask": 0.2391901407390833, "loss_rpn_cls": 0.038531809812411666, "loss_rpn_loc": 0.07399241463281214, "lr": 0.0001, "mask_rcnn/accuracy": 0.900681403886908, "mask_rcnn/false_negative": 0.09819268323273145, "mask_rcnn/false_positive": 0.10179961677453345, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0394493504427373, "total_loss": 0.7231039938051254}
{"data_time": 0.02231156383641064, "eta_seconds": 121835.4153523827, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.25834175935288173, "fast_rcnn/fg_cls_accuracy": 0.715278833967047, "iteration": 148379, "loss_box_reg": 0.21626737341284752, "loss_cls": 0.16932361386716366, "loss_mask": 0.2353738322854042, "loss_rpn_cls": 0.02604161249473691, "loss_rpn_loc": 0.05496843333821744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946549686070848, "mask_rcnn/false_negative": 0.08320465171270325, "mask_rcnn/false_positive": 0.11420323747752008, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9998830480035394, "total_loss": 0.706360885524191}
{"data_time": 0.018195125507190824, "eta_seconds": 121865.80767631531, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2751463963963964, "fast_rcnn/fg_cls_accuracy": 0.6946873343932167, "iteration": 148399, "loss_box_reg": 0.2012571431696415, "loss_cls": 0.17100633587688208, "loss_mask": 0.23340212553739548, "loss_rpn_cls": 0.03171325975563377, "loss_rpn_loc": 0.08600090257823467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978433443822499, "mask_rcnn/false_negative": 0.10282186523738687, "mask_rcnn/false_positive": 0.1045698337270872, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0095214697066694, "total_loss": 0.753084899391979}
{"data_time": 0.014123056782409549, "eta_seconds": 121896.78647621069, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2938953488372093, "fast_rcnn/fg_cls_accuracy": 0.6817032475574515, "iteration": 148419, "loss_box_reg": 0.2237122841179371, "loss_cls": 0.17084432393312454, "loss_mask": 0.23338902555406094, "loss_rpn_cls": 0.03195700846845284, "loss_rpn_loc": 0.08056564425351098, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970522218053174, "mask_rcnn/false_negative": 0.08651791841820441, "mask_rcnn/false_positive": 0.11848010105023518, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0177797039505094, "total_loss": 0.7318259929306805}
{"data_time": 0.01410771650262177, "eta_seconds": 121825.72023957968, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2798087470787428, "fast_rcnn/fg_cls_accuracy": 0.6950003530824094, "iteration": 148439, "loss_box_reg": 0.21126731671392918, "loss_cls": 0.1718497984111309, "loss_mask": 0.23025177977979183, "loss_rpn_cls": 0.036094845621846616, "loss_rpn_loc": 0.06981828017160296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889350420998614, "mask_rcnn/false_negative": 0.09356589182229111, "mask_rcnn/false_positive": 0.11468570383218742, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9770205963868648, "total_loss": 0.731926599284634}
{"data_time": 0.024351072497665882, "eta_seconds": 121856.68225299101, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3404024496937883, "fast_rcnn/fg_cls_accuracy": 0.6366510212392036, "iteration": 148459, "loss_box_reg": 0.22273269295692444, "loss_cls": 0.18350420519709587, "loss_mask": 0.23306678142398596, "loss_rpn_cls": 0.02875624760054052, "loss_rpn_loc": 0.06621038541197777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994218006739674, "mask_rcnn/false_negative": 0.07796623834147362, "mask_rcnn/false_positive": 0.11503792889488486, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.034940565470606, "total_loss": 0.7261543443892151}
{"data_time": 0.014131982810795307, "eta_seconds": 121785.63280284405, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.27555777555777555, "fast_rcnn/fg_cls_accuracy": 0.6822784477203687, "iteration": 148479, "loss_box_reg": 0.23067362513393164, "loss_cls": 0.1765462290495634, "loss_mask": 0.24450386874377728, "loss_rpn_cls": 0.03906609769910574, "loss_rpn_loc": 0.0717495393473655, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959509033029708, "mask_rcnn/false_negative": 0.09098974134522128, "mask_rcnn/false_positive": 0.12213411769758165, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9600688409991562, "total_loss": 0.7712574703618884}
{"data_time": 0.014140192419290543, "eta_seconds": 121715.20280640107, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2956841138659321, "fast_rcnn/fg_cls_accuracy": 0.687649762824588, "iteration": 148499, "loss_box_reg": 0.21190353948622942, "loss_cls": 0.17900676000863314, "loss_mask": 0.2407538127154112, "loss_rpn_cls": 0.030638056225143373, "loss_rpn_loc": 0.05768907000310719, "lr": 0.0001, "mask_rcnn/accuracy": 0.902411221881962, "mask_rcnn/false_negative": 0.07839433778855265, "mask_rcnn/false_positive": 0.11498268745031182, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9621267195325345, "total_loss": 0.7366905580274761}
{"data_time": 0.015731531428173184, "eta_seconds": 121675.20686401054, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29585717239953124, "fast_rcnn/fg_cls_accuracy": 0.6992026837618621, "iteration": 148519, "loss_box_reg": 0.22102538868784904, "loss_cls": 0.18031770922243595, "loss_mask": 0.2389170341193676, "loss_rpn_cls": 0.0332909693242982, "loss_rpn_loc": 0.06941482215188444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956482788318897, "mask_rcnn/false_negative": 0.10047635831032481, "mask_rcnn/false_positive": 0.11173822481224002, "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": 0.9960483850445598, "total_loss": 0.7643526234896854}
{"data_time": 0.015541312051936984, "eta_seconds": 121541.73794242088, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3317669172932331, "fast_rcnn/fg_cls_accuracy": 0.6093339997500937, "iteration": 148539, "loss_box_reg": 0.22579818405210972, "loss_cls": 0.1812632493674755, "loss_mask": 0.2436690479516983, "loss_rpn_cls": 0.03259503352455795, "loss_rpn_loc": 0.08188272826373577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854567823807264, "mask_rcnn/false_negative": 0.09793092458859612, "mask_rcnn/false_positive": 0.12494954641519444, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0083672129549086, "total_loss": 0.7935212659649551}
{"data_time": 0.01506600552238524, "eta_seconds": 121603.96238297224, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.287967892369279, "fast_rcnn/fg_cls_accuracy": 0.6816137851644003, "iteration": 148559, "loss_box_reg": 0.22585036791861057, "loss_cls": 0.17345296032726765, "loss_mask": 0.2400774545967579, "loss_rpn_cls": 0.03289980394765735, "loss_rpn_loc": 0.07426519622094929, "lr": 0.0001, "mask_rcnn/accuracy": 0.889453165206355, "mask_rcnn/false_negative": 0.08839561748150557, "mask_rcnn/false_positive": 0.12452736868690328, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.0077004674822092, "total_loss": 0.7682672092923895}
{"data_time": 0.015673500718548894, "eta_seconds": 121539.50422670227, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30315591881428183, "fast_rcnn/fg_cls_accuracy": 0.6712153617258694, "iteration": 148579, "loss_box_reg": 0.19244418991729617, "loss_cls": 0.16689398372545838, "loss_mask": 0.2216360680758953, "loss_rpn_cls": 0.03520101704634726, "loss_rpn_loc": 0.06286744889803231, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994934773569869, "mask_rcnn/false_negative": 0.0813025387359891, "mask_rcnn/false_positive": 0.11188277630291654, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9969355817884207, "total_loss": 0.6671376014128327}
{"data_time": 0.015271270414814353, "eta_seconds": 121481.6975647118, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.27528813559322035, "fast_rcnn/fg_cls_accuracy": 0.6856960334514199, "iteration": 148599, "loss_box_reg": 0.2088918574154377, "loss_cls": 0.18429411202669144, "loss_mask": 0.24136126041412354, "loss_rpn_cls": 0.03084586087788921, "loss_rpn_loc": 0.06879034504527226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956264857864407, "mask_rcnn/false_negative": 0.08366260088266114, "mask_rcnn/false_positive": 0.13039495185718547, "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": 0.975583340972662, "total_loss": 0.7283466124208644}
{"data_time": 0.01651191059499979, "eta_seconds": 121521.13215824123, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2802871148459384, "fast_rcnn/fg_cls_accuracy": 0.6810672049498651, "iteration": 148619, "loss_box_reg": 0.22608709800988436, "loss_cls": 0.1688724746927619, "loss_mask": 0.23633708246052265, "loss_rpn_cls": 0.03280096082016826, "loss_rpn_loc": 0.06489190901629627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985039024190913, "mask_rcnn/false_negative": 0.08668617228986321, "mask_rcnn/false_positive": 0.11863136610852498, "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": 0.9886020421981812, "total_loss": 0.7313502676552162}
{"data_time": 0.0191654060035944, "eta_seconds": 121479.44517338648, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26241975008607243, "fast_rcnn/fg_cls_accuracy": 0.6964176922139638, "iteration": 148639, "loss_box_reg": 0.20667202770709991, "loss_cls": 0.17871171422302723, "loss_mask": 0.23543034493923187, "loss_rpn_cls": 0.030123711563646793, "loss_rpn_loc": 0.07295166398398578, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023371687644461, "mask_rcnn/false_negative": 0.08468468694466509, "mask_rcnn/false_positive": 0.11562216024738065, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9895719091873616, "total_loss": 0.7428157835965976}
{"data_time": 0.020842803409323096, "eta_seconds": 121329.339740742, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3243545558981801, "fast_rcnn/fg_cls_accuracy": 0.6549446056988676, "iteration": 148659, "loss_box_reg": 0.2128307819366455, "loss_cls": 0.17856896575540304, "loss_mask": 0.22932386584579945, "loss_rpn_cls": 0.029774871421977878, "loss_rpn_loc": 0.059796260902658105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899206827136944, "mask_rcnn/false_negative": 0.0936352529825936, "mask_rcnn/false_positive": 0.1077828998667299, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0055385038722306, "total_loss": 0.7384059342439286}
{"data_time": 0.013694469351321459, "eta_seconds": 121309.34149783105, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2636472577090154, "fast_rcnn/fg_cls_accuracy": 0.7095290064411204, "iteration": 148679, "loss_box_reg": 0.21226496808230877, "loss_cls": 0.17432448733597994, "loss_mask": 0.22977736219763756, "loss_rpn_cls": 0.028278045007027686, "loss_rpn_loc": 0.05173333454877138, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003047611599242, "mask_rcnn/false_negative": 0.09697552827047218, "mask_rcnn/false_positive": 0.1065992427668139, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9909321793820709, "total_loss": 0.7109834792499896}
{"data_time": 0.01630811532959342, "eta_seconds": 121419.3861200707, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23892365456821024, "fast_rcnn/fg_cls_accuracy": 0.6941618752764264, "iteration": 148699, "loss_box_reg": 0.2049632277339697, "loss_cls": 0.17150262370705605, "loss_mask": 0.23128488846123219, "loss_rpn_cls": 0.03109295608010143, "loss_rpn_loc": 0.0782540226355195, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077556905604593, "mask_rcnn/false_negative": 0.0822952879379703, "mask_rcnn/false_positive": 0.10299955919838209, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0040506857912987, "total_loss": 0.7321652797982097}
{"data_time": 0.014413569588214159, "eta_seconds": 121367.62982994318, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.26324299353249153, "fast_rcnn/fg_cls_accuracy": 0.7263743455497382, "iteration": 148719, "loss_box_reg": 0.22902368381619453, "loss_cls": 0.1761189792305231, "loss_mask": 0.23872430436313152, "loss_rpn_cls": 0.03073111397679895, "loss_rpn_loc": 0.06243799673393369, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909770115930469, "mask_rcnn/false_negative": 0.0984003132109128, "mask_rcnn/false_positive": 0.12505902155713458, "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": 1.0237333178520203, "total_loss": 0.7498330843518488}
{"data_time": 0.01627641497179866, "eta_seconds": 121326.89399067778, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3182018485457956, "fast_rcnn/fg_cls_accuracy": 0.6637218045112782, "iteration": 148739, "loss_box_reg": 0.21537035424262285, "loss_cls": 0.17242058739066124, "loss_mask": 0.2366764061152935, "loss_rpn_cls": 0.035638294415548444, "loss_rpn_loc": 0.08732176991179585, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028849830330259, "mask_rcnn/false_negative": 0.08990207844440107, "mask_rcnn/false_positive": 0.11600631845666841, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9893359520938247, "total_loss": 0.7447756183100864}
{"data_time": 0.019134823931381106, "eta_seconds": 121434.82120672241, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27123344370860925, "fast_rcnn/fg_cls_accuracy": 0.7027616279069768, "iteration": 148759, "loss_box_reg": 0.2104246886447072, "loss_cls": 0.1864787321537733, "loss_mask": 0.2427622303366661, "loss_rpn_cls": 0.0384288493078202, "loss_rpn_loc": 0.08258117758668959, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057151637104686, "mask_rcnn/false_negative": 0.09164319753447667, "mask_rcnn/false_positive": 0.10955106361355031, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0125963306054473, "total_loss": 0.737852581194602}
{"data_time": 0.01936775166541338, "eta_seconds": 121435.90623321012, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28333597589979387, "fast_rcnn/fg_cls_accuracy": 0.6931861584294553, "iteration": 148779, "loss_box_reg": 0.20220782235264778, "loss_cls": 0.16865690518170595, "loss_mask": 0.22381074912846088, "loss_rpn_cls": 0.03438524517696351, "loss_rpn_loc": 0.07731696823611856, "lr": 0.0001, "mask_rcnn/accuracy": 0.9110216550847261, "mask_rcnn/false_negative": 0.08548595579492066, "mask_rcnn/false_positive": 0.09530404748005449, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 1.0262750927358866, "total_loss": 0.7378801231971011}
{"data_time": 0.017109878361225128, "eta_seconds": 121394.75693050772, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2980026619498783, "fast_rcnn/fg_cls_accuracy": 0.66850457732162, "iteration": 148799, "loss_box_reg": 0.226185604929924, "loss_cls": 0.1742140930145979, "loss_mask": 0.2341294139623642, "loss_rpn_cls": 0.03502098168246448, "loss_rpn_loc": 0.065198487136513, "lr": 0.0001, "mask_rcnn/accuracy": 0.909653844993362, "mask_rcnn/false_negative": 0.08233152445462327, "mask_rcnn/false_positive": 0.11448031068758682, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9846923148725182, "total_loss": 0.7339419901836663}
{"data_time": 0.013542725937440991, "eta_seconds": 121267.5575757958, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.28436501017146176, "fast_rcnn/fg_cls_accuracy": 0.6974353385643708, "iteration": 148819, "loss_box_reg": 0.20274069719016552, "loss_cls": 0.16681833006441593, "loss_mask": 0.22602787986397743, "loss_rpn_cls": 0.03466163028497249, "loss_rpn_loc": 0.07176717044785619, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072473832307606, "mask_rcnn/false_negative": 0.08519690524974996, "mask_rcnn/false_positive": 0.10565246601263806, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9983008876442909, "total_loss": 0.6938827153062448}
{"data_time": 0.01703314669430256, "eta_seconds": 121135.53928821348, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3230167351233918, "fast_rcnn/fg_cls_accuracy": 0.6571515630875355, "iteration": 148839, "loss_box_reg": 0.2064731940627098, "loss_cls": 0.17955430690199137, "loss_mask": 0.23745320364832878, "loss_rpn_cls": 0.02930799702880904, "loss_rpn_loc": 0.07533532613888383, "lr": 0.0001, "mask_rcnn/accuracy": 0.902940312168065, "mask_rcnn/false_negative": 0.08766691579558382, "mask_rcnn/false_positive": 0.10001745807624524, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.003466255031526, "total_loss": 0.7028383711585775}
{"data_time": 0.01900841947644949, "eta_seconds": 120997.45481633116, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31443665601484383, "fast_rcnn/fg_cls_accuracy": 0.6615126785193821, "iteration": 148859, "loss_box_reg": 0.2267765086144209, "loss_cls": 0.1811931822448969, "loss_mask": 0.2376413755118847, "loss_rpn_cls": 0.03367044485639781, "loss_rpn_loc": 0.07720751618035138, "lr": 0.0001, "mask_rcnn/accuracy": 0.889000534251824, "mask_rcnn/false_negative": 0.1049110735987793, "mask_rcnn/false_positive": 0.11601937712515015, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9965679303277284, "total_loss": 0.7576126218773425}
{"data_time": 0.022865168983116746, "eta_seconds": 120955.70120327175, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29650890346766634, "fast_rcnn/fg_cls_accuracy": 0.6400318254148669, "iteration": 148879, "loss_box_reg": 0.2176519650965929, "loss_cls": 0.17954951617866755, "loss_mask": 0.23376410081982613, "loss_rpn_cls": 0.03515673498623073, "loss_rpn_loc": 0.08629939355887473, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026062060452704, "mask_rcnn/false_negative": 0.08439639644902538, "mask_rcnn/false_positive": 0.10221051883589415, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9660336861852556, "total_loss": 0.7514404009561986}
{"data_time": 0.015554886544123292, "eta_seconds": 120976.78329392802, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.25398936170212766, "fast_rcnn/fg_cls_accuracy": 0.7026817189860668, "iteration": 148899, "loss_box_reg": 0.2212187461555004, "loss_cls": 0.17992052249610424, "loss_mask": 0.24873102270066738, "loss_rpn_cls": 0.03509726980701089, "loss_rpn_loc": 0.0769049609079957, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946124752247201, "mask_rcnn/false_negative": 0.08233532479258297, "mask_rcnn/false_positive": 0.13502159238720773, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0213276373688132, "total_loss": 0.7385302757611498}
{"data_time": 0.014975877944380045, "eta_seconds": 120956.80364350788, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29707177350629677, "fast_rcnn/fg_cls_accuracy": 0.6817905258583224, "iteration": 148919, "loss_box_reg": 0.21803397312760353, "loss_cls": 0.18353460356593132, "loss_mask": 0.2263089418411255, "loss_rpn_cls": 0.03191049408633262, "loss_rpn_loc": 0.0722278212197125, "lr": 0.0001, "mask_rcnn/accuracy": 0.9109756530911485, "mask_rcnn/false_negative": 0.08047383828890445, "mask_rcnn/false_positive": 0.09692658658880926, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9846190039534122, "total_loss": 0.7550895705353469}
{"data_time": 0.015629370464012027, "eta_seconds": 121126.7836591741, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2413141993957704, "fast_rcnn/fg_cls_accuracy": 0.7309762084592145, "iteration": 148939, "loss_box_reg": 0.20680709276348352, "loss_cls": 0.16654173471033573, "loss_mask": 0.23875171691179276, "loss_rpn_cls": 0.030850487644784153, "loss_rpn_loc": 0.06101488531567156, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024374516290032, "mask_rcnn/false_negative": 0.08690423053351087, "mask_rcnn/false_positive": 0.12604286696235514, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9847598266787827, "total_loss": 0.708555105724372}
{"data_time": 0.01656304905191064, "eta_seconds": 121002.9764707014, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2957821457821458, "fast_rcnn/fg_cls_accuracy": 0.6627267856483021, "iteration": 148959, "loss_box_reg": 0.20410000160336494, "loss_cls": 0.1708433860912919, "loss_mask": 0.22059277817606926, "loss_rpn_cls": 0.032360475743189454, "loss_rpn_loc": 0.08587206387892365, "lr": 0.0001, "mask_rcnn/accuracy": 0.9098073603756045, "mask_rcnn/false_negative": 0.07580432983904298, "mask_rcnn/false_positive": 0.09145831951905514, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.991588156670332, "total_loss": 0.7211605772026815}
{"data_time": 0.014164245687425137, "eta_seconds": 121107.44196915999, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2964701790992871, "fast_rcnn/fg_cls_accuracy": 0.660439081128235, "iteration": 148979, "loss_box_reg": 0.22410684078931808, "loss_cls": 0.17255400214344263, "loss_mask": 0.23696992918848991, "loss_rpn_cls": 0.035971575416624546, "loss_rpn_loc": 0.08091802871786058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980894774833186, "mask_rcnn/false_negative": 0.08382545300377822, "mask_rcnn/false_positive": 0.11783864900321186, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0253513236530125, "total_loss": 0.7412863985518925}
{"data_time": 0.01593371550552547, "eta_seconds": 121066.750559723, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2543478728206892, "fast_rcnn/fg_cls_accuracy": 0.6925278134360291, "iteration": 148999, "loss_box_reg": 0.20406499970704317, "loss_cls": 0.16811597160995007, "loss_mask": 0.23894737288355827, "loss_rpn_cls": 0.027163468301296234, "loss_rpn_loc": 0.0669090097071603, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037476963986646, "mask_rcnn/false_negative": 0.0879400074787001, "mask_rcnn/false_positive": 0.1074883529161069, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9886488073971123, "total_loss": 0.7075443467474543}
{"data_time": 0.01610381994396448, "eta_seconds": 121020.70984055754, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29124149659863946, "fast_rcnn/fg_cls_accuracy": 0.6685992578849722, "iteration": 149019, "loss_box_reg": 0.2018871195614338, "loss_cls": 0.16593802347779274, "loss_mask": 0.23344920203089714, "loss_rpn_cls": 0.028870868787635118, "loss_rpn_loc": 0.0641848302911967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979566077068583, "mask_rcnn/false_negative": 0.08893050943258751, "mask_rcnn/false_positive": 0.1089599821109352, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.98305673757568, "total_loss": 0.7039954386418685}
{"data_time": 0.01655694399960339, "eta_seconds": 120923.00094097853, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.33503602719799735, "fast_rcnn/fg_cls_accuracy": 0.6341696570386492, "iteration": 149039, "loss_box_reg": 0.23353808745741844, "loss_cls": 0.18218274042010307, "loss_mask": 0.2511321399360895, "loss_rpn_cls": 0.03331412503030151, "loss_rpn_loc": 0.07058354845503345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834422462805347, "mask_rcnn/false_negative": 0.09764368378089035, "mask_rcnn/false_positive": 0.13445998902231543, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9718569295946509, "total_loss": 0.7761911163106561}
{"data_time": 0.016924133524298668, "eta_seconds": 120767.38666939083, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2837824962569756, "fast_rcnn/fg_cls_accuracy": 0.6841923721296934, "iteration": 149059, "loss_box_reg": 0.20391732268035412, "loss_cls": 0.16015272308140993, "loss_mask": 0.2336964998394251, "loss_rpn_cls": 0.03248166211415082, "loss_rpn_loc": 0.056677724642213434, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990232994355692, "mask_rcnn/false_negative": 0.09626705929284166, "mask_rcnn/false_positive": 0.11751782913111206, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.996962555218488, "total_loss": 0.6940517146140337}
{"data_time": 0.013833851320669055, "eta_seconds": 120775.30802516267, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3054813198800109, "fast_rcnn/fg_cls_accuracy": 0.6760119017083055, "iteration": 149079, "loss_box_reg": 0.21852239966392517, "loss_cls": 0.1701644267886877, "loss_mask": 0.22903865575790405, "loss_rpn_cls": 0.029701614403165877, "loss_rpn_loc": 0.08416673680767417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927858094225761, "mask_rcnn/false_negative": 0.09731800453454659, "mask_rcnn/false_positive": 0.11053667909361295, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.982305321842432, "total_loss": 0.730275732697919}
{"data_time": 0.020031149499118328, "eta_seconds": 120727.44375995826, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.26676748797991184, "fast_rcnn/fg_cls_accuracy": 0.7000908471496707, "iteration": 149099, "loss_box_reg": 0.2092534340918064, "loss_cls": 0.1684361957013607, "loss_mask": 0.22848473861813545, "loss_rpn_cls": 0.03337069961708039, "loss_rpn_loc": 0.06486360309645534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946050335718703, "mask_rcnn/false_negative": 0.08685636440619723, "mask_rcnn/false_positive": 0.12220276666465771, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.004500929499045, "total_loss": 0.7401933376677334}
{"data_time": 0.020936258602887392, "eta_seconds": 120762.49392287806, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31271034729681346, "fast_rcnn/fg_cls_accuracy": 0.658660185495586, "iteration": 149119, "loss_box_reg": 0.20694002322852612, "loss_cls": 0.16606392245739698, "loss_mask": 0.2541921939700842, "loss_rpn_cls": 0.034835388767533004, "loss_rpn_loc": 0.08361246320419014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924637067317407, "mask_rcnn/false_negative": 0.09214877191268095, "mask_rcnn/false_positive": 0.10447392475509266, "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": 1.015104082180187, "total_loss": 0.7538666246691719}
{"data_time": 0.015213720966130495, "eta_seconds": 120900.66946048755, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2924998413000698, "fast_rcnn/fg_cls_accuracy": 0.6574484339190221, "iteration": 149139, "loss_box_reg": 0.22810585238039494, "loss_cls": 0.18437324836850166, "loss_mask": 0.24140474386513233, "loss_rpn_cls": 0.033832753659226, "loss_rpn_loc": 0.08091976307332516, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900008556544086, "mask_rcnn/false_negative": 0.09644776517511316, "mask_rcnn/false_positive": 0.12210137647457024, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0228842047508806, "total_loss": 0.7769805543939583}
{"data_time": 0.02121002832427621, "eta_seconds": 120913.55301235802, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29736591321957173, "fast_rcnn/fg_cls_accuracy": 0.6957198053088465, "iteration": 149159, "loss_box_reg": 0.18873230181634426, "loss_cls": 0.1592074753716588, "loss_mask": 0.23490286991000175, "loss_rpn_cls": 0.031083851819857955, "loss_rpn_loc": 0.061126360204070807, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031009001921146, "mask_rcnn/false_negative": 0.08680779909318051, "mask_rcnn/false_positive": 0.10258798259082923, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.967974605737254, "total_loss": 0.6950291966786608}
{"data_time": 0.015309380367398262, "eta_seconds": 120689.06562355347, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2333992876929165, "fast_rcnn/fg_cls_accuracy": 0.7423387312276202, "iteration": 149179, "loss_box_reg": 0.2011148277670145, "loss_cls": 0.16834172885864973, "loss_mask": 0.23086687363684177, "loss_rpn_cls": 0.029367989220190793, "loss_rpn_loc": 0.08210816187784076, "lr": 0.0001, "mask_rcnn/accuracy": 0.902825757331029, "mask_rcnn/false_negative": 0.08054302727693688, "mask_rcnn/false_positive": 0.10498942900619346, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9705790192820132, "total_loss": 0.7077450581709854}
{"data_time": 0.015406770631670952, "eta_seconds": 120810.48037279397, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2640232108317214, "fast_rcnn/fg_cls_accuracy": 0.7260702260702261, "iteration": 149199, "loss_box_reg": 0.20219291653484106, "loss_cls": 0.16919925156980753, "loss_mask": 0.23006393108516932, "loss_rpn_cls": 0.03188101330306381, "loss_rpn_loc": 0.06789732509059832, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002882810639699, "mask_rcnn/false_negative": 0.07612106277947203, "mask_rcnn/false_positive": 0.11328183813273614, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 1.0220516249537468, "total_loss": 0.7092394779319875}
{"data_time": 0.020462094573304057, "eta_seconds": 120670.02954911906, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.262046204620462, "fast_rcnn/fg_cls_accuracy": 0.713615664845173, "iteration": 149219, "loss_box_reg": 0.2017749808728695, "loss_cls": 0.1557931462302804, "loss_mask": 0.22525344509631395, "loss_rpn_cls": 0.03127355070319027, "loss_rpn_loc": 0.0769834331003949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928658395176252, "mask_rcnn/false_negative": 0.08419639576136324, "mask_rcnn/false_positive": 0.13121605061085528, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0181208355352283, "total_loss": 0.6876151055330411}
{"data_time": 0.022731046425178647, "eta_seconds": 120800.63581042923, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31277173913043477, "fast_rcnn/fg_cls_accuracy": 0.6599714227393345, "iteration": 149239, "loss_box_reg": 0.19469280820339918, "loss_cls": 0.16255836188793182, "loss_mask": 0.22967499867081642, "loss_rpn_cls": 0.032537512364797294, "loss_rpn_loc": 0.05748743307776749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922439207537853, "mask_rcnn/false_negative": 0.09161769352623517, "mask_rcnn/false_positive": 0.11726005476936618, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.027385453460738, "total_loss": 0.6826953670242801}
{"data_time": 0.015807458432391286, "eta_seconds": 120759.32040248998, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.29922518755380645, "fast_rcnn/fg_cls_accuracy": 0.685530250747642, "iteration": 149259, "loss_box_reg": 0.2146960999816656, "loss_cls": 0.18233203515410423, "loss_mask": 0.2329893372952938, "loss_rpn_cls": 0.03544347517890856, "loss_rpn_loc": 0.06917409505695105, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047884149395569, "mask_rcnn/false_negative": 0.10022240340079885, "mask_rcnn/false_positive": 0.09326636434244609, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9787258545402437, "total_loss": 0.7640642801416107}
{"data_time": 0.015391779132187366, "eta_seconds": 120658.95091116428, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3082177385456074, "fast_rcnn/fg_cls_accuracy": 0.6666894353369763, "iteration": 149279, "loss_box_reg": 0.21053364500403404, "loss_cls": 0.16318292822688818, "loss_mask": 0.2347014807164669, "loss_rpn_cls": 0.027842179290018976, "loss_rpn_loc": 0.0671066609211266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996461175143633, "mask_rcnn/false_negative": 0.08715197228800237, "mask_rcnn/false_positive": 0.12144401491636297, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9846884338185191, "total_loss": 0.6816288584377617}
{"data_time": 0.01521809445694089, "eta_seconds": 120420.31239238568, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2428823246621441, "fast_rcnn/fg_cls_accuracy": 0.7307007786429366, "iteration": 149299, "loss_box_reg": 0.19638391211628914, "loss_cls": 0.15295704919844866, "loss_mask": 0.23953862860798836, "loss_rpn_cls": 0.03016121417749673, "loss_rpn_loc": 0.07684457488358021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948803096368081, "mask_rcnn/false_negative": 0.09965781166176824, "mask_rcnn/false_positive": 0.12475436254971115, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9599904690403491, "total_loss": 0.6698885347577743}
{"data_time": 0.025558808585628867, "eta_seconds": 120397.47231318615, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26804737643088733, "fast_rcnn/fg_cls_accuracy": 0.6849660096835721, "iteration": 149319, "loss_box_reg": 0.21094567887485027, "loss_cls": 0.16299337288364768, "loss_mask": 0.23816326074302197, "loss_rpn_cls": 0.030702337389811873, "loss_rpn_loc": 0.06794976873788983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967177338891514, "mask_rcnn/false_negative": 0.08747287225381262, "mask_rcnn/false_positive": 0.11306727709856526, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9700033436529338, "total_loss": 0.7182286379975267}
{"data_time": 0.016081465408205986, "eta_seconds": 120270.01941561699, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.22303641669838853, "fast_rcnn/fg_cls_accuracy": 0.7392075694855116, "iteration": 149339, "loss_box_reg": 0.21066837012767792, "loss_cls": 0.1678858259692788, "loss_mask": 0.23353482224047184, "loss_rpn_cls": 0.03414607862941921, "loss_rpn_loc": 0.07729015150107443, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112623551679472, "mask_rcnn/false_negative": 0.0853901243244383, "mask_rcnn/false_positive": 0.10338521870342623, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9630783274769783, "total_loss": 0.724562476738356}
{"data_time": 0.012485605431720614, "eta_seconds": 120150.920451954, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2683699793279005, "fast_rcnn/fg_cls_accuracy": 0.7002360299758069, "iteration": 149359, "loss_box_reg": 0.2109388504177332, "loss_cls": 0.170354425907135, "loss_mask": 0.25078336521983147, "loss_rpn_cls": 0.03020150715019554, "loss_rpn_loc": 0.06978483125567436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949871288185883, "mask_rcnn/false_negative": 0.094409579610201, "mask_rcnn/false_positive": 0.1276846382065181, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9841248951852322, "total_loss": 0.729160426883027}
{"data_time": 0.014582379022613168, "eta_seconds": 120131.00153278094, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2663193893560386, "fast_rcnn/fg_cls_accuracy": 0.706034720308625, "iteration": 149379, "loss_box_reg": 0.21080075204372406, "loss_cls": 0.17905561532825232, "loss_mask": 0.23230611346662045, "loss_rpn_cls": 0.03769699367694557, "loss_rpn_loc": 0.08257208322174847, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073249098297037, "mask_rcnn/false_negative": 0.08543350979821968, "mask_rcnn/false_positive": 0.09914130327941276, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.001983602764085, "total_loss": 0.7294741162913851}
{"data_time": 0.022565132472664118, "eta_seconds": 120081.27902392298, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2664072039072039, "fast_rcnn/fg_cls_accuracy": 0.7052851382488479, "iteration": 149399, "loss_box_reg": 0.20623346883803606, "loss_cls": 0.16311683412641287, "loss_mask": 0.23338854685425758, "loss_rpn_cls": 0.02644647448323667, "loss_rpn_loc": 0.057730888831429183, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007150409761047, "mask_rcnn/false_negative": 0.08331280912348821, "mask_rcnn/false_positive": 0.10334442884911008, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9958222908899188, "total_loss": 0.6893114428967237}
{"data_time": 0.026392212603241205, "eta_seconds": 120061.3650473021, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.28751123090745734, "fast_rcnn/fg_cls_accuracy": 0.6274053409071811, "iteration": 149419, "loss_box_reg": 0.22837277688086033, "loss_cls": 0.18044030014425516, "loss_mask": 0.24738628044724464, "loss_rpn_cls": 0.03457834920845926, "loss_rpn_loc": 0.08715991908684373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941885744871664, "mask_rcnn/false_negative": 0.10234652657152282, "mask_rcnn/false_positive": 0.11801129302190264, "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": 1.0103821044322103, "total_loss": 0.7537755380617455}
{"data_time": 0.015129735693335533, "eta_seconds": 120166.75669940189, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30137401495251565, "fast_rcnn/fg_cls_accuracy": 0.692795299938157, "iteration": 149439, "loss_box_reg": 0.21947886608541012, "loss_cls": 0.17197102028876543, "loss_mask": 0.23710555024445057, "loss_rpn_cls": 0.03609351580962539, "loss_rpn_loc": 0.08006052230484784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969465060626347, "mask_rcnn/false_negative": 0.09275168896174257, "mask_rcnn/false_positive": 0.1099665589560605, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0221682665869594, "total_loss": 0.773826165124774}
{"data_time": 0.017506507923826575, "eta_seconds": 120136.93289333023, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3095138202123727, "fast_rcnn/fg_cls_accuracy": 0.6696887623944179, "iteration": 149459, "loss_box_reg": 0.22059683874249458, "loss_cls": 0.1790900146588683, "loss_mask": 0.22867020964622498, "loss_rpn_cls": 0.03476742468774319, "loss_rpn_loc": 0.0774542442522943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909902959492617, "mask_rcnn/false_negative": 0.08867074132980697, "mask_rcnn/false_positive": 0.12163007348932153, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.000180491944775, "total_loss": 0.7681434738915414}
{"data_time": 0.014144232962280512, "eta_seconds": 120136.30651973188, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2781481084556854, "fast_rcnn/fg_cls_accuracy": 0.7036258330688671, "iteration": 149479, "loss_box_reg": 0.22110497020184994, "loss_cls": 0.1735139163210988, "loss_mask": 0.23643242567777634, "loss_rpn_cls": 0.035839254735037684, "loss_rpn_loc": 0.07963114266749471, "lr": 0.0001, "mask_rcnn/accuracy": 0.894094755898964, "mask_rcnn/false_negative": 0.09528873936379262, "mask_rcnn/false_positive": 0.10578967729514403, "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": 0.9929654337465763, "total_loss": 0.7687979794573039}
{"data_time": 0.018423221074044704, "eta_seconds": 120142.02465570997, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29834663874710987, "fast_rcnn/fg_cls_accuracy": 0.6568846815834768, "iteration": 149499, "loss_box_reg": 0.21551621612161398, "loss_cls": 0.1688821827992797, "loss_mask": 0.24145394749939442, "loss_rpn_cls": 0.030572797288186848, "loss_rpn_loc": 0.07410123408772051, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952772306529116, "mask_rcnn/false_negative": 0.09801208809747232, "mask_rcnn/false_positive": 0.11138563435658597, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.997273420682177, "total_loss": 0.7561733833281323}
{"data_time": 0.017044625710695982, "eta_seconds": 120152.86824949086, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.26336061627347135, "fast_rcnn/fg_cls_accuracy": 0.6701454861299604, "iteration": 149519, "loss_box_reg": 0.20010792650282383, "loss_cls": 0.16925085242837667, "loss_mask": 0.2243045810610056, "loss_rpn_cls": 0.026084758865181357, "loss_rpn_loc": 0.06407187052536756, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013170352207935, "mask_rcnn/false_negative": 0.08643416780086596, "mask_rcnn/false_positive": 0.10863635851423349, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.005935647059232, "total_loss": 0.6995037553133443}
{"data_time": 0.017527409829199314, "eta_seconds": 120091.56836341135, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.24521474595166565, "fast_rcnn/fg_cls_accuracy": 0.7392060660124888, "iteration": 149539, "loss_box_reg": 0.2261486267670989, "loss_cls": 0.18741473834961653, "loss_mask": 0.2316555893048644, "loss_rpn_cls": 0.03229900123551488, "loss_rpn_loc": 0.07316296361386776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964109040106569, "mask_rcnn/false_negative": 0.08677355046908761, "mask_rcnn/false_positive": 0.10954387894918277, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.986615831265226, "total_loss": 0.764946900162613}
{"data_time": 0.01907444791868329, "eta_seconds": 120056.56121172011, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3297868044900266, "fast_rcnn/fg_cls_accuracy": 0.6486871243277443, "iteration": 149559, "loss_box_reg": 0.1954720662906766, "loss_cls": 0.1604202212765813, "loss_mask": 0.2297590672969818, "loss_rpn_cls": 0.027205031597986817, "loss_rpn_loc": 0.05687028216198087, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947737690572876, "mask_rcnn/false_negative": 0.09148973297081509, "mask_rcnn/false_positive": 0.12302475101216417, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9618241074495018, "total_loss": 0.7038343143649399}
{"data_time": 0.01660970994271338, "eta_seconds": 120027.30581976939, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2685618517581584, "fast_rcnn/fg_cls_accuracy": 0.7012450303410755, "iteration": 149579, "loss_box_reg": 0.19569112546741962, "loss_cls": 0.1601116694509983, "loss_mask": 0.2280192095786333, "loss_rpn_cls": 0.02596369234379381, "loss_rpn_loc": 0.06622650614008307, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028740648118188, "mask_rcnn/false_negative": 0.08363599568058004, "mask_rcnn/false_positive": 0.10941701932156914, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0014477472286671, "total_loss": 0.6737610881100409}
{"data_time": 0.021986570674926043, "eta_seconds": 120035.58853017166, "fast_rcnn/cls_accuracy": 0.961669921875, "fast_rcnn/false_negative": 0.21141437789070977, "fast_rcnn/fg_cls_accuracy": 0.744934362934363, "iteration": 149599, "loss_box_reg": 0.2038975665345788, "loss_cls": 0.16876400262117386, "loss_mask": 0.23377912677824497, "loss_rpn_cls": 0.03373274952173233, "loss_rpn_loc": 0.07433275575749576, "lr": 0.0001, "mask_rcnn/accuracy": 0.9136274039823449, "mask_rcnn/false_negative": 0.07475282281650439, "mask_rcnn/false_positive": 0.09888195098594825, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9966343666892499, "total_loss": 0.70034931023838}
{"data_time": 0.019875981379300356, "eta_seconds": 120015.64906363841, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31563814866760165, "fast_rcnn/fg_cls_accuracy": 0.6437612007168458, "iteration": 149619, "loss_box_reg": 0.20512861385941505, "loss_cls": 0.1621912196278572, "loss_mask": 0.22371404990553856, "loss_rpn_cls": 0.03077538771321997, "loss_rpn_loc": 0.07053989009000361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913799451819562, "mask_rcnn/false_negative": 0.10505620388142212, "mask_rcnn/false_positive": 0.10220002894202909, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9985642770770937, "total_loss": 0.6930328543530777}
{"data_time": 0.017829806078225374, "eta_seconds": 119995.70959710516, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.27363902847571187, "fast_rcnn/fg_cls_accuracy": 0.7035175879396984, "iteration": 149639, "loss_box_reg": 0.21529513504356146, "loss_cls": 0.17472962196916342, "loss_mask": 0.23980952240526676, "loss_rpn_cls": 0.02870377921499312, "loss_rpn_loc": 0.06379494711291045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961129338098877, "mask_rcnn/false_negative": 0.09777099067083561, "mask_rcnn/false_positive": 0.1167426183703882, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9974227559287101, "total_loss": 0.7498299991711974}
{"data_time": 0.01591950049623847, "eta_seconds": 119975.77013057191, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.26751117734724295, "fast_rcnn/fg_cls_accuracy": 0.7198484848484848, "iteration": 149659, "loss_box_reg": 0.20355641841888428, "loss_cls": 0.16705599334090948, "loss_mask": 0.22372161410748959, "loss_rpn_cls": 0.025935885030776262, "loss_rpn_loc": 0.05783918604720384, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074100715561698, "mask_rcnn/false_negative": 0.087884714248193, "mask_rcnn/false_positive": 0.0901820365411578, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9977856250479817, "total_loss": 0.6937443440547213}
{"data_time": 0.014256407739594579, "eta_seconds": 119943.97181212902, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.30490160569841845, "fast_rcnn/fg_cls_accuracy": 0.6632691889541205, "iteration": 149679, "loss_box_reg": 0.1773155778646469, "loss_cls": 0.1497026588767767, "loss_mask": 0.22308865375816822, "loss_rpn_cls": 0.028505371417850256, "loss_rpn_loc": 0.06754670501686633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960499345959916, "mask_rcnn/false_negative": 0.08527075761219086, "mask_rcnn/false_positive": 0.11400967711974042, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9851166780572385, "total_loss": 0.6731442790478468}
{"data_time": 0.023481212556362152, "eta_seconds": 119889.28239319939, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2862023932454595, "fast_rcnn/fg_cls_accuracy": 0.6785860356412503, "iteration": 149699, "loss_box_reg": 0.19872391782701015, "loss_cls": 0.16231979429721832, "loss_mask": 0.22772203758358955, "loss_rpn_cls": 0.03305194483255036, "loss_rpn_loc": 0.06248812016565353, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011791102579645, "mask_rcnn/false_negative": 0.08890900072520812, "mask_rcnn/false_positive": 0.11340638399417258, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9885485495906323, "total_loss": 0.7032533684978262}
{"data_time": 0.01564378570765257, "eta_seconds": 119817.85128810443, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3441666666666666, "fast_rcnn/fg_cls_accuracy": 0.6089710884353742, "iteration": 149719, "loss_box_reg": 0.22428779304027557, "loss_cls": 0.1777019165456295, "loss_mask": 0.23692393489181995, "loss_rpn_cls": 0.029812768509145826, "loss_rpn_loc": 0.06406617118045688, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071519131191437, "mask_rcnn/false_negative": 0.09207941912669984, "mask_rcnn/false_positive": 0.09720951692488522, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0077237095683813, "total_loss": 0.740271502523683}
{"data_time": 0.01502036745660007, "eta_seconds": 119797.92813358363, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3197865853658537, "fast_rcnn/fg_cls_accuracy": 0.6688457950153273, "iteration": 149739, "loss_box_reg": 0.2178707690909505, "loss_cls": 0.1853457521647215, "loss_mask": 0.24125725775957108, "loss_rpn_cls": 0.03785740118473768, "loss_rpn_loc": 0.09336048597469926, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009095638853628, "mask_rcnn/false_negative": 0.09789984200472754, "mask_rcnn/false_positive": 0.11269641729126123, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9911254339385778, "total_loss": 0.7742641132790595}
{"data_time": 0.014637810876592994, "eta_seconds": 119740.71719331667, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27341671561344716, "fast_rcnn/fg_cls_accuracy": 0.7127027776493968, "iteration": 149759, "loss_box_reg": 0.19794282224029303, "loss_cls": 0.1553188394755125, "loss_mask": 0.22681276500225067, "loss_rpn_cls": 0.02894580503925681, "loss_rpn_loc": 0.07170539326034486, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038598921711543, "mask_rcnn/false_negative": 0.08418218994303114, "mask_rcnn/false_positive": 0.10511013577908546, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9990004890132695, "total_loss": 0.7039665959309787}
{"data_time": 0.01936662755906582, "eta_seconds": 119676.942027607, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.26794347974123256, "fast_rcnn/fg_cls_accuracy": 0.685903841883189, "iteration": 149779, "loss_box_reg": 0.21295789303258061, "loss_cls": 0.17205179622396827, "loss_mask": 0.2294026054441929, "loss_rpn_cls": 0.030012544128112495, "loss_rpn_loc": 0.06141608185134828, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065886207732569, "mask_rcnn/false_negative": 0.08628375034640001, "mask_rcnn/false_positive": 0.09487236994031117, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0077726871240884, "total_loss": 0.7173350582015701}
{"data_time": 0.014296077890321612, "eta_seconds": 119633.07659509592, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2806147129962834, "fast_rcnn/fg_cls_accuracy": 0.710001599707482, "iteration": 149799, "loss_box_reg": 0.21581474132835865, "loss_cls": 0.17643234319984913, "loss_mask": 0.22155821323394775, "loss_rpn_cls": 0.03230530198197812, "loss_rpn_loc": 0.07738081505522132, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039604668258303, "mask_rcnn/false_negative": 0.09177640752124605, "mask_rcnn/false_positive": 0.10387252842126007, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9721722872927785, "total_loss": 0.730552046559751}
{"data_time": 0.017137451097369194, "eta_seconds": 119627.06870769616, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.30200556287512814, "fast_rcnn/fg_cls_accuracy": 0.6503411306042886, "iteration": 149819, "loss_box_reg": 0.2074254583567381, "loss_cls": 0.16715411469340324, "loss_mask": 0.23703770153224468, "loss_rpn_cls": 0.028618538519367576, "loss_rpn_loc": 0.057523401686921716, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056823692592653, "mask_rcnn/false_negative": 0.08566348398277682, "mask_rcnn/false_positive": 0.11147896469152727, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0032121087424457, "total_loss": 0.7099646184360608}
{"data_time": 0.017199616879224777, "eta_seconds": 119661.04938413948, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2785249324490297, "fast_rcnn/fg_cls_accuracy": 0.6875410104986877, "iteration": 149839, "loss_box_reg": 0.21255086921155453, "loss_cls": 0.18290521949529648, "loss_mask": 0.2364101354032755, "loss_rpn_cls": 0.035168829606845975, "loss_rpn_loc": 0.08410426648333669, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017867167875553, "mask_rcnn/false_negative": 0.09780052709778059, "mask_rcnn/false_positive": 0.09837280546194685, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0066676025744528, "total_loss": 0.7412288929335773}
{"data_time": 0.017935854848474264, "eta_seconds": 119615.17827393487, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.25289648622981953, "fast_rcnn/fg_cls_accuracy": 0.708474439606515, "iteration": 149859, "loss_box_reg": 0.2154278140515089, "loss_cls": 0.16870084963738918, "loss_mask": 0.23983152955770493, "loss_rpn_cls": 0.03747432096861303, "loss_rpn_loc": 0.07900193496607244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912062099549123, "mask_rcnn/false_negative": 0.08421667835893554, "mask_rcnn/false_positive": 0.11146623030925353, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9676217103842646, "total_loss": 0.7551534817321226}
{"data_time": 0.017198158660903573, "eta_seconds": 119598.14543983899, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2787722005385616, "fast_rcnn/fg_cls_accuracy": 0.7085292426855465, "iteration": 149879, "loss_box_reg": 0.2136731632053852, "loss_cls": 0.18085573613643646, "loss_mask": 0.23536456190049648, "loss_rpn_cls": 0.03247279941570014, "loss_rpn_loc": 0.06616257037967443, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034402612574914, "mask_rcnn/false_negative": 0.08434940605650285, "mask_rcnn/false_positive": 0.1109786420734854, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9760766513645649, "total_loss": 0.7369775080587715}
{"data_time": 0.014178895391523838, "eta_seconds": 119520.19081441686, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2772066643034385, "fast_rcnn/fg_cls_accuracy": 0.6565934065934066, "iteration": 149899, "loss_box_reg": 0.20157570764422417, "loss_cls": 0.16554943285882473, "loss_mask": 0.24276109039783478, "loss_rpn_cls": 0.02644927124492824, "loss_rpn_loc": 0.0674339106772095, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065556180308704, "mask_rcnn/false_negative": 0.08488711001350867, "mask_rcnn/false_positive": 0.10893149331389912, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9961404469795525, "total_loss": 0.6998961303033866}
{"data_time": 0.02198088844306767, "eta_seconds": 119500.28736881912, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2803171448681323, "fast_rcnn/fg_cls_accuracy": 0.6917127971344839, "iteration": 149919, "loss_box_reg": 0.21006384678184986, "loss_cls": 0.17931599915027618, "loss_mask": 0.24282404221594334, "loss_rpn_cls": 0.03084211310488172, "loss_rpn_loc": 0.06988838594406843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932792571754128, "mask_rcnn/false_negative": 0.08572341852599513, "mask_rcnn/false_positive": 0.1204262364579981, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 235.375, "rpn/num_pos_anchors": 20.625, "time": 0.9934844563249499, "total_loss": 0.741114077041857}
{"data_time": 0.014424934517592192, "eta_seconds": 119430.3635832807, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2751281040599133, "fast_rcnn/fg_cls_accuracy": 0.7028196970550143, "iteration": 149939, "loss_box_reg": 0.20828471705317497, "loss_cls": 0.17391166929155588, "loss_mask": 0.22876626439392567, "loss_rpn_cls": 0.029547559330239892, "loss_rpn_loc": 0.059571389807388186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924296805075782, "mask_rcnn/false_negative": 0.09239012446222047, "mask_rcnn/false_positive": 0.12417795188899217, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9760791978333145, "total_loss": 0.7157376320101321}
{"data_time": 0.01359829492866993, "eta_seconds": 119427.90078662336, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3140671900253983, "fast_rcnn/fg_cls_accuracy": 0.673985623586076, "iteration": 149959, "loss_box_reg": 0.2434096746146679, "loss_cls": 0.18581671547144651, "loss_mask": 0.24627938494086266, "loss_rpn_cls": 0.0368084900546819, "loss_rpn_loc": 0.07583342492580414, "lr": 0.0001, "mask_rcnn/accuracy": 0.891160194654816, "mask_rcnn/false_negative": 0.09493820374525247, "mask_rcnn/false_positive": 0.11954007400451097, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0004689435008913, "total_loss": 0.789172170101665}
{"data_time": 0.023260941496118903, "eta_seconds": 119408.00276916474, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31663183890577506, "fast_rcnn/fg_cls_accuracy": 0.661360585221513, "iteration": 149979, "loss_box_reg": 0.20425432361662388, "loss_cls": 0.15600697277113795, "loss_mask": 0.23022805154323578, "loss_rpn_cls": 0.026262130006216466, "loss_rpn_loc": 0.06202043918892741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970294065087665, "mask_rcnn/false_negative": 0.08334430505896294, "mask_rcnn/false_positive": 0.10205999290095892, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0160063987132162, "total_loss": 0.6743934812548105}
{"bbox/AP": 41.910336752797924, "bbox/AP-airplane": 64.58190497686319, "bbox/AP-apple": 17.47845152910727, "bbox/AP-backpack": 16.858514806010902, "bbox/AP-banana": 24.827380604734838, "bbox/AP-baseball bat": 33.8230852414598, "bbox/AP-baseball glove": 39.81717223277552, "bbox/AP-bear": 70.28937661881926, "bbox/AP-bed": 41.98969833936536, "bbox/AP-bench": 26.27297875827376, "bbox/AP-bicycle": 31.006775897047046, "bbox/AP-bird": 36.315177999139294, "bbox/AP-boat": 28.502460655578133, "bbox/AP-book": 16.34150437694986, "bbox/AP-bottle": 39.444269507383886, "bbox/AP-bowl": 40.74731730695779, "bbox/AP-broccoli": 25.02795699755145, "bbox/AP-bus": 63.88917819168517, "bbox/AP-cake": 37.39607661558031, "bbox/AP-car": 44.300577783482645, "bbox/AP-carrot": 22.39474490979942, "bbox/AP-cat": 66.91384188345583, "bbox/AP-cell phone": 35.40082514098383, "bbox/AP-chair": 28.900290874694086, "bbox/AP-clock": 50.005998729486734, "bbox/AP-couch": 43.60280182690079, "bbox/AP-cow": 59.645291224002136, "bbox/AP-cup": 43.58269312026486, "bbox/AP-dining table": 27.267994872443786, "bbox/AP-dog": 61.89479096025059, "bbox/AP-donut": 48.93431968899515, "bbox/AP-elephant": 62.95230362063234, "bbox/AP-fire hydrant": 65.04737086539323, "bbox/AP-fork": 34.88458293522291, "bbox/AP-frisbee": 67.11433656405292, "bbox/AP-giraffe": 66.10294452175862, "bbox/AP-hair drier": 10.17029999703267, "bbox/AP-handbag": 16.536288628769203, "bbox/AP-horse": 55.65700471782198, "bbox/AP-hot dog": 31.088998160198, "bbox/AP-keyboard": 47.82778152600795, "bbox/AP-kite": 44.24561371625651, "bbox/AP-knife": 19.487903400594657, "bbox/AP-laptop": 59.06456327335705, "bbox/AP-microwave": 52.341298992139784, "bbox/AP-motorcycle": 42.6872885198228, "bbox/AP-mouse": 62.2990984687657, "bbox/AP-orange": 31.108814637695804, "bbox/AP-oven": 31.36143810323752, "bbox/AP-parking meter": 49.251440771488895, "bbox/AP-person": 55.37550896618529, "bbox/AP-pizza": 51.888230831988444, "bbox/AP-potted plant": 27.432110946245324, "bbox/AP-refrigerator": 49.91063122047577, "bbox/AP-remote": 35.66926117493277, "bbox/AP-sandwich": 33.70821784375298, "bbox/AP-scissors": 27.20005704474418, "bbox/AP-sheep": 51.480443510568385, "bbox/AP-sink": 36.90321787676288, "bbox/AP-skateboard": 49.29902456593489, "bbox/AP-skis": 25.04491512088886, "bbox/AP-snowboard": 38.498710017658276, "bbox/AP-spoon": 17.466887329953014, "bbox/AP-sports ball": 48.245200403676726, "bbox/AP-stop sign": 66.42053909995549, "bbox/AP-suitcase": 38.92610871618299, "bbox/AP-surfboard": 40.800376124762685, "bbox/AP-teddy bear": 46.482405435583914, "bbox/AP-tennis racket": 50.3709167445462, "bbox/AP-tie": 33.91287296916518, "bbox/AP-toaster": 47.7654702970297, "bbox/AP-toilet": 57.745698830223624, "bbox/AP-toothbrush": 25.481592835706817, "bbox/AP-traffic light": 28.590219795864186, "bbox/AP-train": 60.67061760183448, "bbox/AP-truck": 34.43904558162798, "bbox/AP-tv": 55.16653457824994, "bbox/AP-umbrella": 39.60675019776892, "bbox/AP-vase": 38.63825612233663, "bbox/AP-wine glass": 35.83770895093822, "bbox/AP-zebra": 67.16658639799824, "bbox/AP50": 64.12619942027456, "bbox/AP75": 45.739540408715875, "bbox/APl": 52.68793253934828, "bbox/APm": 45.00460616730103, "bbox/APs": 27.512883654862275, "data_time": 0.017476323526352644, "eta_seconds": 119414.10480067134, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2860431103869334, "fast_rcnn/fg_cls_accuracy": 0.6958212839791786, "iteration": 149999, "loss_box_reg": 0.20701446384191513, "loss_cls": 0.17472498584538698, "loss_mask": 0.23466326482594013, "loss_rpn_cls": 0.031246817554347217, "loss_rpn_loc": 0.07245423016138375, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015150549874668, "mask_rcnn/false_negative": 0.08078299966685801, "mask_rcnn/false_positive": 0.12134764675900042, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "segm/AP": 38.63123996834853, "segm/AP-airplane": 51.63320422429949, "segm/AP-apple": 17.943210685835993, "segm/AP-backpack": 16.128904645443015, "segm/AP-banana": 20.13304556710131, "segm/AP-baseball bat": 29.767737374895837, "segm/AP-baseball glove": 44.537360269864955, "segm/AP-bear": 68.93737224962734, "segm/AP-bed": 32.3063958573963, "segm/AP-bench": 19.862381332742718, "segm/AP-bicycle": 19.660447722378763, "segm/AP-bird": 31.348279086638648, "segm/AP-boat": 25.263522920110354, "segm/AP-book": 9.814879412018009, "segm/AP-bottle": 38.26423740892938, "segm/AP-bowl": 38.1205544788009, "segm/AP-broccoli": 23.778325969223175, "segm/AP-bus": 63.97097487186385, "segm/AP-cake": 37.70187864568844, "segm/AP-car": 41.748396250577436, "segm/AP-carrot": 19.665999969641256, "segm/AP-cat": 68.07764964372541, "segm/AP-cell phone": 34.08292481949707, "segm/AP-chair": 19.87849255150237, "segm/AP-clock": 50.46010562130638, "segm/AP-couch": 38.14598292159801, "segm/AP-cow": 52.50569303919005, "segm/AP-cup": 44.113579640485725, "segm/AP-dining table": 16.004755778518998, "segm/AP-dog": 60.698627393709195, "segm/AP-donut": 50.717300884973646, "segm/AP-elephant": 58.134483174176935, "segm/AP-fire hydrant": 63.54066920683565, "segm/AP-fork": 19.25585527796752, "segm/AP-frisbee": 66.98351645034434, "segm/AP-giraffe": 53.274714386363584, "segm/AP-hair drier": 6.082222233212332, "segm/AP-handbag": 16.15958210406462, "segm/AP-horse": 40.830746915094664, "segm/AP-hot dog": 26.100230258498787, "segm/AP-keyboard": 48.729516864442495, "segm/AP-kite": 33.46407983145929, "segm/AP-knife": 13.95815683122559, "segm/AP-laptop": 59.370880073939446, "segm/AP-microwave": 55.265770055425236, "segm/AP-motorcycle": 33.16486768362816, "segm/AP-mouse": 62.93677875179646, "segm/AP-orange": 31.819970141244802, "segm/AP-oven": 30.21201012911956, "segm/AP-parking meter": 50.2441081745613, "segm/AP-person": 48.4420245207637, "segm/AP-pizza": 52.54112762656583, "segm/AP-potted plant": 23.102179307665992, "segm/AP-refrigerator": 51.95734187877663, "segm/AP-remote": 33.186219339492794, "segm/AP-sandwich": 37.2561146179808, "segm/AP-scissors": 21.587171483054206, "segm/AP-sheep": 44.659676983743665, "segm/AP-sink": 35.59898901236164, "segm/AP-skateboard": 32.275008521784336, "segm/AP-skis": 3.83295529395504, "segm/AP-snowboard": 24.21163360573921, "segm/AP-spoon": 13.299231478463023, "segm/AP-sports ball": 49.42439873074047, "segm/AP-stop sign": 67.73229366431805, "segm/AP-suitcase": 41.3283772738507, "segm/AP-surfboard": 33.92079176079621, "segm/AP-teddy bear": 45.499611235457216, "segm/AP-tennis racket": 57.36912161419547, "segm/AP-tie": 31.461187533339483, "segm/AP-toaster": 53.867574257425744, "segm/AP-toilet": 57.89484086504573, "segm/AP-toothbrush": 16.272635439512275, "segm/AP-traffic light": 28.70004030753665, "segm/AP-train": 60.16347833837147, "segm/AP-truck": 35.074754868331624, "segm/AP-tv": 58.29003624710344, "segm/AP-umbrella": 45.999985236631474, "segm/AP-vase": 38.972643367110585, "segm/AP-wine glass": 34.09486038023081, "segm/AP-zebra": 57.68251289655293, "segm/AP50": 61.17232224949021, "segm/AP75": 41.199836193833306, "segm/APl": 53.989336120732204, "segm/APm": 41.58240233455265, "segm/APs": 21.470926540502944, "time": 1.0105669484473765, "total_loss": 0.7428633858216926}
{"data_time": 0.013192018261179328, "eta_seconds": 119442.5365444133, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2880389730528491, "fast_rcnn/fg_cls_accuracy": 0.6920532290805202, "iteration": 150019, "loss_box_reg": 0.21963097620755434, "loss_cls": 0.1684635174460709, "loss_mask": 0.23682761006057262, "loss_rpn_cls": 0.030918681295588613, "loss_rpn_loc": 0.07668728032149374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875887152892938, "mask_rcnn/false_negative": 0.10603689972832703, "mask_rcnn/false_positive": 0.12074951556643175, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0164773459546268, "total_loss": 0.7189271507668309}
{"data_time": 0.014132889918982983, "eta_seconds": 119438.84055080824, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.289570442112815, "fast_rcnn/fg_cls_accuracy": 0.6723163841807909, "iteration": 150039, "loss_box_reg": 0.2176424153149128, "loss_cls": 0.16977244801819324, "loss_mask": 0.22987808845937252, "loss_rpn_cls": 0.031560300616547465, "loss_rpn_loc": 0.0721085392870009, "lr": 0.0001, "mask_rcnn/accuracy": 0.899040696108701, "mask_rcnn/false_negative": 0.10240889742697612, "mask_rcnn/false_positive": 0.09414355173661787, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9956028233282268, "total_loss": 0.7126117518637329}
{"data_time": 0.013370637549087405, "eta_seconds": 119418.92743967939, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3283684490084986, "fast_rcnn/fg_cls_accuracy": 0.6627773668639053, "iteration": 150059, "loss_box_reg": 0.2223111018538475, "loss_cls": 0.18793459795415401, "loss_mask": 0.23800580948591232, "loss_rpn_cls": 0.03878171602264047, "loss_rpn_loc": 0.0843962740036659, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960090647668135, "mask_rcnn/false_negative": 0.10403787210836138, "mask_rcnn/false_positive": 0.1134535683846908, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.0278183235786855, "total_loss": 0.7703704998129979}
{"data_time": 0.018558291718363762, "eta_seconds": 119438.5769777, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2727920407545647, "fast_rcnn/fg_cls_accuracy": 0.6868357487922705, "iteration": 150079, "loss_box_reg": 0.2029479742050171, "loss_cls": 0.15636196313425899, "loss_mask": 0.23824712447822094, "loss_rpn_cls": 0.02927401475608349, "loss_rpn_loc": 0.05944457097211853, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026966545953872, "mask_rcnn/false_negative": 0.0922916914881805, "mask_rcnn/false_positive": 0.10911960770734916, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0007469542324543, "total_loss": 0.6759110867860727}
{"data_time": 0.01747068646363914, "eta_seconds": 119358.3293822594, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.28115501519756836, "fast_rcnn/fg_cls_accuracy": 0.6820286863554568, "iteration": 150099, "loss_box_reg": 0.21604341873899102, "loss_cls": 0.17496205493807793, "loss_mask": 0.23528003692626953, "loss_rpn_cls": 0.0341424397774972, "loss_rpn_loc": 0.0673840178642422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975305523995313, "mask_rcnn/false_negative": 0.08551930132776128, "mask_rcnn/false_positive": 0.1145300159279989, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9710297791752964, "total_loss": 0.7162316581816413}
{"data_time": 0.01578595512546599, "eta_seconds": 119327.86357266828, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.27802868477265796, "fast_rcnn/fg_cls_accuracy": 0.7008774561271935, "iteration": 150119, "loss_box_reg": 0.23148459196090698, "loss_cls": 0.17598963156342506, "loss_mask": 0.24105540663003922, "loss_rpn_cls": 0.03722752339672297, "loss_rpn_loc": 0.08747491252142936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973907019704433, "mask_rcnn/false_negative": 0.10051432070539183, "mask_rcnn/false_positive": 0.10284263126545196, "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": 0.997218337841332, "total_loss": 0.7549275148194283}
{"data_time": 0.017365758772939444, "eta_seconds": 119219.54234343488, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3103639164340041, "fast_rcnn/fg_cls_accuracy": 0.673187549251379, "iteration": 150139, "loss_box_reg": 0.18597565963864326, "loss_cls": 0.15686759259551764, "loss_mask": 0.23057176917791367, "loss_rpn_cls": 0.03778181551024318, "loss_rpn_loc": 0.06838652631267905, "lr": 0.0001, "mask_rcnn/accuracy": 0.9105464045274412, "mask_rcnn/false_negative": 0.08397544704878693, "mask_rcnn/false_positive": 0.10719901589566411, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9626989557873458, "total_loss": 0.6709654876030982}
{"data_time": 0.015330234542489052, "eta_seconds": 119208.44715237617, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2969812925170068, "fast_rcnn/fg_cls_accuracy": 0.6853014324317861, "iteration": 150159, "loss_box_reg": 0.19241468235850334, "loss_cls": 0.1678215442225337, "loss_mask": 0.229505505412817, "loss_rpn_cls": 0.031399381026858464, "loss_rpn_loc": 0.05751800909638405, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018029197323942, "mask_rcnn/false_negative": 0.08451694407183208, "mask_rcnn/false_positive": 0.11650092253365538, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9899939692113549, "total_loss": 0.6801167623489164}
{"data_time": 0.01767246355302632, "eta_seconds": 119234.98364347033, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.28479913002174945, "fast_rcnn/fg_cls_accuracy": 0.6845776772247361, "iteration": 150179, "loss_box_reg": 0.21837488189339638, "loss_cls": 0.18348414823412895, "loss_mask": 0.24492024071514606, "loss_rpn_cls": 0.03611120325513184, "loss_rpn_loc": 0.07165566086769104, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006787005342678, "mask_rcnn/false_negative": 0.09352837633934566, "mask_rcnn/false_positive": 0.10952652225799378, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0215236782096326, "total_loss": 0.756569113174919}
{"data_time": 0.016624384559690952, "eta_seconds": 119151.54901403002, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3328267943758826, "fast_rcnn/fg_cls_accuracy": 0.6512323232323233, "iteration": 150199, "loss_box_reg": 0.19328885897994041, "loss_cls": 0.1673209024593234, "loss_mask": 0.23934181593358517, "loss_rpn_cls": 0.029159377329051495, "loss_rpn_loc": 0.05735875153914094, "lr": 0.0001, "mask_rcnn/accuracy": 0.894244066119066, "mask_rcnn/false_negative": 0.09599362345307541, "mask_rcnn/false_positive": 0.11576817477397892, "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": 0.982422509463504, "total_loss": 0.6892733152781148}
{"data_time": 0.013536568498238921, "eta_seconds": 119114.39757923596, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2948629868090452, "fast_rcnn/fg_cls_accuracy": 0.6739768057958477, "iteration": 150219, "loss_box_reg": 0.21427265740931034, "loss_cls": 0.17425997462123632, "loss_mask": 0.23848102986812592, "loss_rpn_cls": 0.02770555467577651, "loss_rpn_loc": 0.07084421091713011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972982822472618, "mask_rcnn/false_negative": 0.09416943879734417, "mask_rcnn/false_positive": 0.10652421118546637, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0001796705182642, "total_loss": 0.7162175582488999}
{"data_time": 0.012282633688300848, "eta_seconds": 118996.24448418617, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31087564974010395, "fast_rcnn/fg_cls_accuracy": 0.662488038277512, "iteration": 150239, "loss_box_reg": 0.21590051613748074, "loss_cls": 0.17832203768193722, "loss_mask": 0.22980000637471676, "loss_rpn_cls": 0.032931456284131855, "loss_rpn_loc": 0.06345490668900311, "lr": 0.0001, "mask_rcnn/accuracy": 0.900519675692059, "mask_rcnn/false_negative": 0.0923233097451423, "mask_rcnn/false_positive": 0.10028650816011848, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9882829333655536, "total_loss": 0.6980844900826924}
{"data_time": 0.01708271913230419, "eta_seconds": 118976.3720318675, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2881071202642862, "fast_rcnn/fg_cls_accuracy": 0.6627637632873236, "iteration": 150259, "loss_box_reg": 0.19541327934712172, "loss_cls": 0.16881050448864698, "loss_mask": 0.22570288553833961, "loss_rpn_cls": 0.03449768488644622, "loss_rpn_loc": 0.065892786369659, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042381085314786, "mask_rcnn/false_negative": 0.086256211040289, "mask_rcnn/false_positive": 0.11223650209142762, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9895018569659442, "total_loss": 0.6850707264384255}
{"data_time": 0.012731862254440784, "eta_seconds": 118964.39859526232, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29551237468405966, "fast_rcnn/fg_cls_accuracy": 0.6742209631728044, "iteration": 150279, "loss_box_reg": 0.20075474679470062, "loss_cls": 0.18216654006391764, "loss_mask": 0.23923882097005844, "loss_rpn_cls": 0.037660703994333744, "loss_rpn_loc": 0.06653173500671983, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883139596044604, "mask_rcnn/false_negative": 0.09582847920517748, "mask_rcnn/false_positive": 0.12048978006490754, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9996875727083534, "total_loss": 0.7441686654346995}
{"data_time": 0.017458772053942084, "eta_seconds": 119054.20143145602, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3161189899688689, "fast_rcnn/fg_cls_accuracy": 0.6457980777129714, "iteration": 150299, "loss_box_reg": 0.20984763652086258, "loss_cls": 0.17848438350483775, "loss_mask": 0.2327489908784628, "loss_rpn_cls": 0.02806939376750961, "loss_rpn_loc": 0.06847034185193479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994685602196253, "mask_rcnn/false_negative": 0.08930158078318629, "mask_rcnn/false_positive": 0.11956221546832078, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0133426748216152, "total_loss": 0.7221489524235949}
{"data_time": 0.014427660033106804, "eta_seconds": 119034.30933430791, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.30675437722183463, "fast_rcnn/fg_cls_accuracy": 0.6659515125509547, "iteration": 150319, "loss_box_reg": 0.20020767208188772, "loss_cls": 0.17408427316695452, "loss_mask": 0.23500241339206696, "loss_rpn_cls": 0.03278808016330004, "loss_rpn_loc": 0.07184615510050207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926730259489606, "mask_rcnn/false_negative": 0.09306861362920138, "mask_rcnn/false_positive": 0.11434502619098412, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9657286813016981, "total_loss": 0.7091601404827088}
{"data_time": 0.014665445545688272, "eta_seconds": 119075.76483706944, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.252266370100765, "fast_rcnn/fg_cls_accuracy": 0.7277070063694266, "iteration": 150339, "loss_box_reg": 0.21367899514734745, "loss_cls": 0.1732398709282279, "loss_mask": 0.22383617796003819, "loss_rpn_cls": 0.027753063710406423, "loss_rpn_loc": 0.06164141511544585, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030911626862879, "mask_rcnn/false_negative": 0.08407676372803326, "mask_rcnn/false_positive": 0.10569561856415907, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9758130835834891, "total_loss": 0.7284430972067639}
{"data_time": 0.018380806082859635, "eta_seconds": 119000.71788727306, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.28737703410866966, "fast_rcnn/fg_cls_accuracy": 0.6546383809328128, "iteration": 150359, "loss_box_reg": 0.22522378899157047, "loss_cls": 0.17302736779674888, "loss_mask": 0.23632537759840488, "loss_rpn_cls": 0.03285954362945631, "loss_rpn_loc": 0.06940977752674371, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018257224774298, "mask_rcnn/false_negative": 0.0906405866386599, "mask_rcnn/false_positive": 0.10639321521746589, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9727409495972097, "total_loss": 0.7615484484122135}
{"data_time": 0.01226050197146833, "eta_seconds": 119006.97786872741, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.30828402366863905, "fast_rcnn/fg_cls_accuracy": 0.6450753960679518, "iteration": 150379, "loss_box_reg": 0.214658971875906, "loss_cls": 0.17618410103023052, "loss_mask": 0.2404471766203642, "loss_rpn_cls": 0.03281093295663595, "loss_rpn_loc": 0.0661777495406568, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010858872534522, "mask_rcnn/false_negative": 0.08845398117596977, "mask_rcnn/false_positive": 0.09853014740500714, "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": 1.007506811991334, "total_loss": 0.7288895113160834}
{"data_time": 0.0165683354716748, "eta_seconds": 119018.96950295195, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2903805150073807, "fast_rcnn/fg_cls_accuracy": 0.6943117269204225, "iteration": 150399, "loss_box_reg": 0.21738719567656517, "loss_cls": 0.1680966718122363, "loss_mask": 0.22705474868416786, "loss_rpn_cls": 0.030652331188321114, "loss_rpn_loc": 0.07008434575982392, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035574843739287, "mask_rcnn/false_negative": 0.09190277133501827, "mask_rcnn/false_positive": 0.10550608617523416, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0271357011515647, "total_loss": 0.734068141435273}
{"data_time": 0.019112370209768414, "eta_seconds": 119003.22167729493, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2651162790697674, "fast_rcnn/fg_cls_accuracy": 0.708302441676552, "iteration": 150419, "loss_box_reg": 0.21819959580898285, "loss_cls": 0.1731357011012733, "loss_mask": 0.23146325908601284, "loss_rpn_cls": 0.03403779468499124, "loss_rpn_loc": 0.08064992120489478, "lr": 0.0001, "mask_rcnn/accuracy": 0.9153113091143359, "mask_rcnn/false_negative": 0.08282914621798021, "mask_rcnn/false_positive": 0.09311182524432746, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0195351720321923, "total_loss": 0.7494876135606319}
{"data_time": 0.022059435257688165, "eta_seconds": 118937.31263738126, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2829733909241188, "fast_rcnn/fg_cls_accuracy": 0.6927778511959826, "iteration": 150439, "loss_box_reg": 0.21955713257193565, "loss_cls": 0.17529127560555935, "loss_mask": 0.2476085964590311, "loss_rpn_cls": 0.030903533450327814, "loss_rpn_loc": 0.06921872217208147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892656762356447, "mask_rcnn/false_negative": 0.09510949441116773, "mask_rcnn/false_positive": 0.11559352837442317, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9918137760832906, "total_loss": 0.747051112470217}
{"data_time": 0.016912686405703425, "eta_seconds": 118895.06465427112, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2679392216739399, "fast_rcnn/fg_cls_accuracy": 0.7024340846866444, "iteration": 150459, "loss_box_reg": 0.20263028144836426, "loss_cls": 0.16617149766534567, "loss_mask": 0.23516005091369152, "loss_rpn_cls": 0.03680057713063434, "loss_rpn_loc": 0.07058930047787726, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065613573978235, "mask_rcnn/false_negative": 0.07361482459136023, "mask_rcnn/false_positive": 0.11101180143518113, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9971277189906687, "total_loss": 0.754326518625021}
{"data_time": 0.020842219004407525, "eta_seconds": 118897.52096369863, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.27992799279927993, "fast_rcnn/fg_cls_accuracy": 0.6705276296860456, "iteration": 150479, "loss_box_reg": 0.21943162381649017, "loss_cls": 0.1734174881130457, "loss_mask": 0.23540432564914227, "loss_rpn_cls": 0.032838620769325644, "loss_rpn_loc": 0.06898346915841103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875184357606072, "mask_rcnn/false_negative": 0.08672662731863678, "mask_rcnn/false_positive": 0.1261306331410877, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0045299413613975, "total_loss": 0.7711858076509088}
{"data_time": 0.018256319453939795, "eta_seconds": 118884.19500587042, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3330211675916872, "fast_rcnn/fg_cls_accuracy": 0.646400187918412, "iteration": 150499, "loss_box_reg": 0.21522623300552368, "loss_cls": 0.17420581448823214, "loss_mask": 0.23629499413073063, "loss_rpn_cls": 0.034157628077082336, "loss_rpn_loc": 0.08454826287925243, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922252664878305, "mask_rcnn/false_negative": 0.09808673678642268, "mask_rcnn/false_positive": 0.12210394082258158, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9986397670581937, "total_loss": 0.7370207631611265}
{"data_time": 0.016390305710956454, "eta_seconds": 118850.34434050322, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2808295567200113, "fast_rcnn/fg_cls_accuracy": 0.6916766556787534, "iteration": 150519, "loss_box_reg": 0.22868468426167965, "loss_cls": 0.1879359595477581, "loss_mask": 0.24590111896395683, "loss_rpn_cls": 0.03704330959590152, "loss_rpn_loc": 0.08280328870750964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884414324327, "mask_rcnn/false_negative": 0.0977545313853936, "mask_rcnn/false_positive": 0.12836561372579758, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.9697398040443659, "total_loss": 0.7881734270486049}
{"data_time": 0.01546163810417056, "eta_seconds": 118868.75689007342, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.30366625816993464, "fast_rcnn/fg_cls_accuracy": 0.673268417783655, "iteration": 150539, "loss_box_reg": 0.21334086079150438, "loss_cls": 0.16913614515215158, "loss_mask": 0.23663616552948952, "loss_rpn_cls": 0.034359012672211975, "loss_rpn_loc": 0.06994556204881519, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972045506799211, "mask_rcnn/false_negative": 0.09888400622198289, "mask_rcnn/false_positive": 0.11812532295206238, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0196107875090092, "total_loss": 0.7296031070873141}
{"data_time": 0.01784452493302524, "eta_seconds": 118859.74680127576, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2875242893127024, "fast_rcnn/fg_cls_accuracy": 0.6712192090025844, "iteration": 150559, "loss_box_reg": 0.21354182716459036, "loss_cls": 0.16823612339794636, "loss_mask": 0.23221669159829617, "loss_rpn_cls": 0.030177421707776375, "loss_rpn_loc": 0.06441099767107517, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996325208338709, "mask_rcnn/false_negative": 0.09770288530577723, "mask_rcnn/false_positive": 0.11300452554013155, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9905730816535652, "total_loss": 0.7120743251871318}
{"data_time": 0.015481611946597695, "eta_seconds": 118837.9788008146, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.32986862848134524, "fast_rcnn/fg_cls_accuracy": 0.62366672251075, "iteration": 150579, "loss_box_reg": 0.2050823038443923, "loss_cls": 0.1756078964099288, "loss_mask": 0.2257797159254551, "loss_rpn_cls": 0.03038341540377587, "loss_rpn_loc": 0.07438790623564273, "lr": 0.0001, "mask_rcnn/accuracy": 0.897602549959897, "mask_rcnn/false_negative": 0.0867495678361065, "mask_rcnn/false_positive": 0.1098630149920425, "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": 0.9837266595568508, "total_loss": 0.7407553980592638}
{"data_time": 0.014498939039185643, "eta_seconds": 118809.05384793878, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2898194945848376, "fast_rcnn/fg_cls_accuracy": 0.6680298277800794, "iteration": 150599, "loss_box_reg": 0.20814310293644667, "loss_cls": 0.1749932449311018, "loss_mask": 0.23583531938493252, "loss_rpn_cls": 0.03194784768857062, "loss_rpn_loc": 0.06704908574465662, "lr": 0.0001, "mask_rcnn/accuracy": 0.887022426852917, "mask_rcnn/false_negative": 0.08863601413956707, "mask_rcnn/false_positive": 0.1263437838215848, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9938035875093192, "total_loss": 0.7368687550770119}
{"data_time": 0.01643107202835381, "eta_seconds": 118758.25010580942, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.30008359275913754, "fast_rcnn/fg_cls_accuracy": 0.647366234629445, "iteration": 150619, "loss_box_reg": 0.19399233534932137, "loss_cls": 0.17554962821304798, "loss_mask": 0.2280852012336254, "loss_rpn_cls": 0.03650066314730793, "loss_rpn_loc": 0.06718423333950341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926979478231971, "mask_rcnn/false_negative": 0.09361588600592406, "mask_rcnn/false_positive": 0.11316450682876335, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9378668793942779, "total_loss": 0.6800856060581282}
{"data_time": 0.015018281061202288, "eta_seconds": 118730.97673654556, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3435820235422195, "fast_rcnn/fg_cls_accuracy": 0.6277125292471442, "iteration": 150639, "loss_box_reg": 0.20920388493686914, "loss_cls": 0.16733265202492476, "loss_mask": 0.2341546155512333, "loss_rpn_cls": 0.033454497694037855, "loss_rpn_loc": 0.0635346615454182, "lr": 0.0001, "mask_rcnn/accuracy": 0.895395231024164, "mask_rcnn/false_negative": 0.091853675635656, "mask_rcnn/false_positive": 0.11859078800769415, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9948703770060092, "total_loss": 0.7147157685831189}
{"data_time": 0.028713181614875793, "eta_seconds": 118702.32090159785, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3171415004748338, "fast_rcnn/fg_cls_accuracy": 0.6615541922290389, "iteration": 150659, "loss_box_reg": 0.21145459450781345, "loss_cls": 0.1637822538614273, "loss_mask": 0.2449926696717739, "loss_rpn_cls": 0.03790878667496145, "loss_rpn_loc": 0.07676825299859047, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882808892787885, "mask_rcnn/false_negative": 0.0934668096176372, "mask_rcnn/false_positive": 0.11787201770298873, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.007785246009007, "total_loss": 0.7516139220679179}
{"data_time": 0.014864159282296896, "eta_seconds": 118705.12257824652, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.25744165348101267, "fast_rcnn/fg_cls_accuracy": 0.7040445258716411, "iteration": 150679, "loss_box_reg": 0.20361621538177133, "loss_cls": 0.16646609921008348, "loss_mask": 0.23962454311549664, "loss_rpn_cls": 0.03102250731899403, "loss_rpn_loc": 0.06836665410082787, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013420585625554, "mask_rcnn/false_negative": 0.09078224644856073, "mask_rcnn/false_positive": 0.09700577212584222, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0215174811892211, "total_loss": 0.7236598184681498}
{"data_time": 0.015048753470182419, "eta_seconds": 118662.53463684116, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31362545018007204, "fast_rcnn/fg_cls_accuracy": 0.6730301978479695, "iteration": 150699, "loss_box_reg": 0.20864812470972538, "loss_cls": 0.17130354139953852, "loss_mask": 0.23266243375837803, "loss_rpn_cls": 0.03301602345891297, "loss_rpn_loc": 0.06541184987872839, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876181134750465, "mask_rcnn/false_negative": 0.09200820092649717, "mask_rcnn/false_positive": 0.12213238035550145, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.943485354539007, "total_loss": 0.7012083271984011}
{"data_time": 0.017268652794882655, "eta_seconds": 118633.3784462884, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2630234449112346, "fast_rcnn/fg_cls_accuracy": 0.7098735720703375, "iteration": 150719, "loss_box_reg": 0.20579771418124437, "loss_cls": 0.16543449833989143, "loss_mask": 0.23699268884956837, "loss_rpn_cls": 0.03400725417304784, "loss_rpn_loc": 0.08243514352943748, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012492522624429, "mask_rcnn/false_negative": 0.08320472162887986, "mask_rcnn/false_positive": 0.11119759706715818, "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": 1.002811857033521, "total_loss": 0.7406065638642758}
{"data_time": 0.016059916699305177, "eta_seconds": 118613.48686707206, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.325538959039113, "fast_rcnn/fg_cls_accuracy": 0.6296766496374927, "iteration": 150739, "loss_box_reg": 0.20327194966375828, "loss_cls": 0.17260915786027908, "loss_mask": 0.23203067667782307, "loss_rpn_cls": 0.036128951003775, "loss_rpn_loc": 0.07796668680384755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994553415804987, "mask_rcnn/false_negative": 0.09318563378931183, "mask_rcnn/false_positive": 0.10414103585649018, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9860905455425382, "total_loss": 0.7289795475080609}
{"data_time": 0.014887201832607388, "eta_seconds": 118575.6768636126, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.36209828759089846, "fast_rcnn/fg_cls_accuracy": 0.6020089360701448, "iteration": 150759, "loss_box_reg": 0.21518142893910408, "loss_cls": 0.1744818203151226, "loss_mask": 0.22890220023691654, "loss_rpn_cls": 0.0334440094884485, "loss_rpn_loc": 0.080353491473943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956124455129646, "mask_rcnn/false_negative": 0.0969968921739851, "mask_rcnn/false_positive": 0.1170381622928251, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9612974706105888, "total_loss": 0.7442509055836126}
{"data_time": 0.018217453500255942, "eta_seconds": 118591.7145319283, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.28571881606765326, "fast_rcnn/fg_cls_accuracy": 0.6496466387890347, "iteration": 150779, "loss_box_reg": 0.21255400963127613, "loss_cls": 0.18493996560573578, "loss_mask": 0.24358177930116653, "loss_rpn_cls": 0.03303781390422955, "loss_rpn_loc": 0.08620839670766145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986821799089704, "mask_rcnn/false_negative": 0.09705091021537021, "mask_rcnn/false_positive": 0.10867463424176213, "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": 1.018221182283014, "total_loss": 0.7487470011692494}
{"data_time": 0.014450507936999202, "eta_seconds": 118603.34803014994, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34848466332640843, "fast_rcnn/fg_cls_accuracy": 0.6310560696788241, "iteration": 150799, "loss_box_reg": 0.2255447581410408, "loss_cls": 0.17462681652978063, "loss_mask": 0.2441904228180647, "loss_rpn_cls": 0.03277713421266526, "loss_rpn_loc": 0.07595204666722566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918369461628255, "mask_rcnn/false_negative": 0.11285042746613781, "mask_rcnn/false_positive": 0.12203275865399524, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9902639333158731, "total_loss": 0.7348214111989364}
{"data_time": 0.021690212888643146, "eta_seconds": 118565.84402342793, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2974196855775803, "fast_rcnn/fg_cls_accuracy": 0.682928913192071, "iteration": 150819, "loss_box_reg": 0.2130184443667531, "loss_cls": 0.16076196637004614, "loss_mask": 0.2291367296129465, "loss_rpn_cls": 0.033486478263512254, "loss_rpn_loc": 0.06861842051148415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975617044373642, "mask_rcnn/false_negative": 0.10116141747753846, "mask_rcnn/false_positive": 0.11780945930405068, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9902717876248062, "total_loss": 0.6935112158535048}
{"data_time": 0.01703113503754139, "eta_seconds": 118421.69358375482, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2736919585352389, "fast_rcnn/fg_cls_accuracy": 0.6748186946011281, "iteration": 150839, "loss_box_reg": 0.20735392905771732, "loss_cls": 0.1667780987918377, "loss_mask": 0.2387140989303589, "loss_rpn_cls": 0.027711247734259814, "loss_rpn_loc": 0.06537607940845191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940091678748002, "mask_rcnn/false_negative": 0.0944300121185688, "mask_rcnn/false_positive": 0.11255490645510599, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9832475034054369, "total_loss": 0.7270162168424577}
{"data_time": 0.015516291838139296, "eta_seconds": 118502.88394324947, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.29867122434257987, "fast_rcnn/fg_cls_accuracy": 0.6733152459303343, "iteration": 150859, "loss_box_reg": 0.22944108489900827, "loss_cls": 0.1981017915531993, "loss_mask": 0.22513988241553307, "loss_rpn_cls": 0.03363619965966791, "loss_rpn_loc": 0.06857410143129528, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010129310344828, "mask_rcnn/false_negative": 0.0760420640718815, "mask_rcnn/false_positive": 0.11065386642361116, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0088280395139009, "total_loss": 0.7668591241817921}
{"data_time": 0.018317462410777807, "eta_seconds": 118539.84984241426, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2583664758948492, "fast_rcnn/fg_cls_accuracy": 0.7003066491856517, "iteration": 150879, "loss_box_reg": 0.20450537651777267, "loss_cls": 0.16613921336829662, "loss_mask": 0.23242122866213322, "loss_rpn_cls": 0.03358884889166802, "loss_rpn_loc": 0.07620553392916918, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052202895533645, "mask_rcnn/false_negative": 0.08709326719397223, "mask_rcnn/false_positive": 0.10070189493999732, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0132272203918546, "total_loss": 0.7304915378335863}
{"data_time": 0.015504535054787993, "eta_seconds": 118557.10858928505, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28753317003470097, "fast_rcnn/fg_cls_accuracy": 0.6993060232496853, "iteration": 150899, "loss_box_reg": 0.1995263509452343, "loss_cls": 0.1547101652249694, "loss_mask": 0.23923052102327347, "loss_rpn_cls": 0.03225888893939555, "loss_rpn_loc": 0.0731265879003331, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055304765333875, "mask_rcnn/false_negative": 0.0817518758903592, "mask_rcnn/false_positive": 0.10481392768025793, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0106913140043616, "total_loss": 0.7116866888245568}
{"data_time": 0.01504821004346013, "eta_seconds": 118662.37746546045, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3336216636068352, "fast_rcnn/fg_cls_accuracy": 0.6331190010250676, "iteration": 150919, "loss_box_reg": 0.20211945101618767, "loss_cls": 0.15885298047214746, "loss_mask": 0.24746843613684177, "loss_rpn_cls": 0.03335725050419569, "loss_rpn_loc": 0.07034911389928311, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866329147626937, "mask_rcnn/false_negative": 0.08853434848591037, "mask_rcnn/false_positive": 0.13722323690272084, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0093273385427892, "total_loss": 0.7030289876856841}
{"data_time": 0.016027847537770867, "eta_seconds": 118651.99734506663, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2230581850698406, "fast_rcnn/fg_cls_accuracy": 0.766983695652174, "iteration": 150939, "loss_box_reg": 0.19671116955578327, "loss_cls": 0.16596071794629097, "loss_mask": 0.22533534094691277, "loss_rpn_cls": 0.03205021284520626, "loss_rpn_loc": 0.08026467403396964, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038631747427713, "mask_rcnn/false_negative": 0.09074263182967465, "mask_rcnn/false_positive": 0.10692924297806797, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9764963118359447, "total_loss": 0.7310877094278112}
{"data_time": 0.016779581317678094, "eta_seconds": 118677.36653208733, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.32743440253641193, "fast_rcnn/fg_cls_accuracy": 0.6564365652055235, "iteration": 150959, "loss_box_reg": 0.2159015340730548, "loss_cls": 0.16652307752519846, "loss_mask": 0.24034743569791317, "loss_rpn_cls": 0.030107029946520925, "loss_rpn_loc": 0.0793510009534657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890784853988909, "mask_rcnn/false_negative": 0.08766934370799837, "mask_rcnn/false_positive": 0.12091915371052261, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0194812142290175, "total_loss": 0.7367650847882032}
{"data_time": 0.015456605004146695, "eta_seconds": 118477.47325186152, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.29091034816581957, "fast_rcnn/fg_cls_accuracy": 0.6822338623241019, "iteration": 150979, "loss_box_reg": 0.19806151650846004, "loss_cls": 0.15668733790516853, "loss_mask": 0.23711636662483215, "loss_rpn_cls": 0.032110500149428844, "loss_rpn_loc": 0.06786711188033223, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939350542550898, "mask_rcnn/false_negative": 0.1003072038459408, "mask_rcnn/false_positive": 0.11580693981749744, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9869648364838213, "total_loss": 0.6902716172626242}
{"data_time": 0.017904310952872038, "eta_seconds": 118422.29288141243, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2904539967811159, "fast_rcnn/fg_cls_accuracy": 0.681511890692708, "iteration": 150999, "loss_box_reg": 0.20685318671166897, "loss_cls": 0.16004462260752916, "loss_mask": 0.23755233734846115, "loss_rpn_cls": 0.03463639295659959, "loss_rpn_loc": 0.08724456839263439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946341288644548, "mask_rcnn/false_negative": 0.08929050006935596, "mask_rcnn/false_positive": 0.11275638387669401, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9862381308339536, "total_loss": 0.7419562395662069}
{"data_time": 0.02420209185220301, "eta_seconds": 118437.65558314975, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3323201621073961, "fast_rcnn/fg_cls_accuracy": 0.6507607021358968, "iteration": 151019, "loss_box_reg": 0.2224815171211958, "loss_cls": 0.18039909098297358, "loss_mask": 0.24220028147101402, "loss_rpn_cls": 0.03047723602503538, "loss_rpn_loc": 0.06986651464831084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982299732328096, "mask_rcnn/false_negative": 0.09068098720866594, "mask_rcnn/false_positive": 0.10870971617137895, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0349882140289992, "total_loss": 0.7446957565261982}
{"data_time": 0.027440947014838457, "eta_seconds": 118382.48706867918, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.290231836259579, "fast_rcnn/fg_cls_accuracy": 0.6721727200920139, "iteration": 151039, "loss_box_reg": 0.21269790828227997, "loss_cls": 0.16926221922039986, "loss_mask": 0.24049383215606213, "loss_rpn_cls": 0.03168230937444605, "loss_rpn_loc": 0.07666258816607296, "lr": 0.0001, "mask_rcnn/accuracy": 0.881410608458153, "mask_rcnn/false_negative": 0.08966054452951194, "mask_rcnn/false_positive": 0.12888722048005508, "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": 0.963437084807083, "total_loss": 0.7387137922924012}
{"data_time": 0.016512284986674786, "eta_seconds": 118379.21334710438, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23653128885205138, "fast_rcnn/fg_cls_accuracy": 0.7321001367053999, "iteration": 151059, "loss_box_reg": 0.1947536114603281, "loss_cls": 0.16321000643074512, "loss_mask": 0.2364670094102621, "loss_rpn_cls": 0.03186357987578958, "loss_rpn_loc": 0.06627520732581615, "lr": 0.0001, "mask_rcnn/accuracy": 0.903766058428384, "mask_rcnn/false_negative": 0.0871731750490404, "mask_rcnn/false_positive": 0.11447191518527186, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0312688874546438, "total_loss": 0.6807187921949662}
{"data_time": 0.020920687820762396, "eta_seconds": 118324.74956162274, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.28346275335614635, "fast_rcnn/fg_cls_accuracy": 0.6955409356725146, "iteration": 151079, "loss_box_reg": 0.19832719024270773, "loss_cls": 0.17077520862221718, "loss_mask": 0.24241682328283787, "loss_rpn_cls": 0.03225706552620977, "loss_rpn_loc": 0.06976307416334748, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009392613221539, "mask_rcnn/false_negative": 0.08370971008664517, "mask_rcnn/false_positive": 0.11650538260096738, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.984916627407074, "total_loss": 0.7473696642555296}
{"data_time": 0.014405762543901801, "eta_seconds": 118399.53163850587, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3256776497321864, "fast_rcnn/fg_cls_accuracy": 0.6493284180157076, "iteration": 151099, "loss_box_reg": 0.22798903100192547, "loss_cls": 0.18176119588315487, "loss_mask": 0.24613681621849537, "loss_rpn_cls": 0.03175096708582714, "loss_rpn_loc": 0.07822749722981825, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027191108711217, "mask_rcnn/false_negative": 0.0961543406484274, "mask_rcnn/false_positive": 0.09990929374929279, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.027650182833895, "total_loss": 0.7746345625491813}
{"data_time": 0.016109818825498223, "eta_seconds": 118377.51214161515, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3114158636026686, "fast_rcnn/fg_cls_accuracy": 0.6474730737365368, "iteration": 151119, "loss_box_reg": 0.21911681490018964, "loss_cls": 0.18093320447951555, "loss_mask": 0.23768694885075092, "loss_rpn_cls": 0.03541466919705272, "loss_rpn_loc": 0.062232719268649817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948045353023464, "mask_rcnn/false_negative": 0.09285775984763031, "mask_rcnn/false_positive": 0.11713020389397377, "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": 0.9922611955553293, "total_loss": 0.7471661074087024}
{"data_time": 0.016314060427248478, "eta_seconds": 118442.00422132853, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23656247901698785, "fast_rcnn/fg_cls_accuracy": 0.7147523966538438, "iteration": 151139, "loss_box_reg": 0.19124508276581764, "loss_cls": 0.1501780254766345, "loss_mask": 0.23289791867136955, "loss_rpn_cls": 0.030432871775701642, "loss_rpn_loc": 0.07104230707045645, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050955450971481, "mask_rcnn/false_negative": 0.08378201000117022, "mask_rcnn/false_positive": 0.11855980256981596, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9962075606454164, "total_loss": 0.6831710435217246}
{"data_time": 0.02057763561606407, "eta_seconds": 118431.21775134467, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2538752052545156, "fast_rcnn/fg_cls_accuracy": 0.6950197101771141, "iteration": 151159, "loss_box_reg": 0.21689517050981522, "loss_cls": 0.1629977016709745, "loss_mask": 0.23130958899855614, "loss_rpn_cls": 0.036326424684375525, "loss_rpn_loc": 0.09208195167593658, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025355503647241, "mask_rcnn/false_negative": 0.08091125883323574, "mask_rcnn/false_positive": 0.10370594534918512, "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": 1.0405402756296098, "total_loss": 0.7858421553391963}
{"data_time": 0.013920724857598543, "eta_seconds": 118395.42134162039, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.302129496032155, "fast_rcnn/fg_cls_accuracy": 0.64033574155915, "iteration": 151179, "loss_box_reg": 0.20089652575552464, "loss_cls": 0.1743826800957322, "loss_mask": 0.24114483408629894, "loss_rpn_cls": 0.034417676040902734, "loss_rpn_loc": 0.08045140048488975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983604720874292, "mask_rcnn/false_negative": 0.09012745111098086, "mask_rcnn/false_positive": 0.11613983686994464, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.985229293582961, "total_loss": 0.7309550803620368}
{"data_time": 0.014683014247566462, "eta_seconds": 118382.21522374079, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26147765278200064, "fast_rcnn/fg_cls_accuracy": 0.7166821994408201, "iteration": 151199, "loss_box_reg": 0.2131191249936819, "loss_cls": 0.1622269256040454, "loss_mask": 0.23671363666653633, "loss_rpn_cls": 0.03114991821348667, "loss_rpn_loc": 0.07172546104993671, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941546088057957, "mask_rcnn/false_negative": 0.09415495239704963, "mask_rcnn/false_positive": 0.104957466930535, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9661691449582577, "total_loss": 0.7093933850119356}
{"data_time": 0.020473585464060307, "eta_seconds": 118376.07423709705, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3167965913867553, "fast_rcnn/fg_cls_accuracy": 0.6480181668042939, "iteration": 151219, "loss_box_reg": 0.1886022062972188, "loss_cls": 0.1566464933566749, "loss_mask": 0.23274371027946472, "loss_rpn_cls": 0.03218862146604806, "loss_rpn_loc": 0.06380673195235431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996112728521313, "mask_rcnn/false_negative": 0.08843461869463556, "mask_rcnn/false_positive": 0.11974390818468819, "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": 1.0352302647661418, "total_loss": 0.6661866680369712}
{"data_time": 0.014141805935651064, "eta_seconds": 118382.79803079553, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32103604331663166, "fast_rcnn/fg_cls_accuracy": 0.6411670131219955, "iteration": 151239, "loss_box_reg": 0.2391307931393385, "loss_cls": 0.1838465235196054, "loss_mask": 0.2550640683621168, "loss_rpn_cls": 0.03847882221452892, "loss_rpn_loc": 0.08960423362441361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879652455732088, "mask_rcnn/false_negative": 0.0981858156644021, "mask_rcnn/false_positive": 0.11366916752791245, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9970513009466231, "total_loss": 0.815682748798281}
{"data_time": 0.014885195065289736, "eta_seconds": 118336.21026193723, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2331275167785235, "fast_rcnn/fg_cls_accuracy": 0.7460514573858443, "iteration": 151259, "loss_box_reg": 0.24550914764404297, "loss_cls": 0.16606259532272816, "loss_mask": 0.23671855591237545, "loss_rpn_cls": 0.03695928305387497, "loss_rpn_loc": 0.06538152601569891, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111754076630652, "mask_rcnn/false_negative": 0.0720634626681733, "mask_rcnn/false_positive": 0.09533791754495374, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9841190706938505, "total_loss": 0.7592547537642531}
{"data_time": 0.011985373450443149, "eta_seconds": 118316.27827435732, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3189804970619841, "fast_rcnn/fg_cls_accuracy": 0.6670398962814544, "iteration": 151279, "loss_box_reg": 0.22338668443262577, "loss_cls": 0.1803614217787981, "loss_mask": 0.2464741263538599, "loss_rpn_cls": 0.03679614991415292, "loss_rpn_loc": 0.07394335942808539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840046603782867, "mask_rcnn/false_negative": 0.10229939111601216, "mask_rcnn/false_positive": 0.13119595402543113, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.001283603021875, "total_loss": 0.7762530144536868}
{"data_time": 0.015352631453424692, "eta_seconds": 118291.69931912329, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2943705737823385, "fast_rcnn/fg_cls_accuracy": 0.6631051504276656, "iteration": 151299, "loss_box_reg": 0.20429724268615246, "loss_cls": 0.16756427381187677, "loss_mask": 0.23739728145301342, "loss_rpn_cls": 0.03248335560783744, "loss_rpn_loc": 0.06832392979413271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974059613127137, "mask_rcnn/false_negative": 0.08436430590465341, "mask_rcnn/false_positive": 0.11055463779819603, "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": 0.9940413823351264, "total_loss": 0.7012689281255007}
{"data_time": 0.017187866382300854, "eta_seconds": 118274.99935755506, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27428912126215377, "fast_rcnn/fg_cls_accuracy": 0.6891963109354413, "iteration": 151319, "loss_box_reg": 0.20763610862195492, "loss_cls": 0.16503148712217808, "loss_mask": 0.2327895127236843, "loss_rpn_cls": 0.03741130023263395, "loss_rpn_loc": 0.0771436084760353, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031982401768214, "mask_rcnn/false_negative": 0.08619343443624058, "mask_rcnn/false_positive": 0.11919428889211847, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9915265673771501, "total_loss": 0.7446373692946509}
{"data_time": 0.015020804246887565, "eta_seconds": 118261.26607276034, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2952015979189892, "fast_rcnn/fg_cls_accuracy": 0.6554083461341527, "iteration": 151339, "loss_box_reg": 0.1971299033612013, "loss_cls": 0.1574471308849752, "loss_mask": 0.23036910127848387, "loss_rpn_cls": 0.03185693547129631, "loss_rpn_loc": 0.06356886273715645, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054426542323517, "mask_rcnn/false_negative": 0.08716082919620738, "mask_rcnn/false_positive": 0.1239027596696283, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0055579263716936, "total_loss": 0.7060667737969197}
{"data_time": 0.012257605558261275, "eta_seconds": 118452.45453165844, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.26608751608751613, "fast_rcnn/fg_cls_accuracy": 0.6929054054054054, "iteration": 151359, "loss_box_reg": 0.1942205587401986, "loss_cls": 0.15848958492279053, "loss_mask": 0.22614585794508457, "loss_rpn_cls": 0.030143460491672158, "loss_rpn_loc": 0.07830802560783923, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086105221309303, "mask_rcnn/false_negative": 0.08209310854535554, "mask_rcnn/false_positive": 0.10624678022160114, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9975846784655005, "total_loss": 0.7101971311494708}
{"data_time": 0.014959627063944936, "eta_seconds": 118337.12234307546, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.28010514619301125, "fast_rcnn/fg_cls_accuracy": 0.7010226966896922, "iteration": 151379, "loss_box_reg": 0.22444126196205616, "loss_cls": 0.17523297760635614, "loss_mask": 0.24296959023922682, "loss_rpn_cls": 0.03734337002970278, "loss_rpn_loc": 0.06923500634729862, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917427490064803, "mask_rcnn/false_negative": 0.09990752276782469, "mask_rcnn/false_positive": 0.12617232457607358, "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": 1.0038903609383851, "total_loss": 0.751751716947183}
{"data_time": 0.02069370960816741, "eta_seconds": 118195.27236102149, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2749015589842494, "fast_rcnn/fg_cls_accuracy": 0.7008196721311475, "iteration": 151399, "loss_box_reg": 0.21432837843894958, "loss_cls": 0.1672530947253108, "loss_mask": 0.2356963101774454, "loss_rpn_cls": 0.029256710433401167, "loss_rpn_loc": 0.07540862075984478, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978497105596299, "mask_rcnn/false_negative": 0.08678303617305341, "mask_rcnn/false_positive": 0.10572676151688937, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9709629358258098, "total_loss": 0.7309129277709872}
{"data_time": 0.02227062196470797, "eta_seconds": 118175.3406118881, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.28058228164438337, "fast_rcnn/fg_cls_accuracy": 0.7087822477018879, "iteration": 151419, "loss_box_reg": 0.2160208085551858, "loss_cls": 0.1713812705129385, "loss_mask": 0.23453637026250362, "loss_rpn_cls": 0.02953737403731793, "loss_rpn_loc": 0.06084144196938723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871681622792813, "mask_rcnn/false_negative": 0.09813530617808336, "mask_rcnn/false_positive": 0.117539240557577, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 1.0093139340169728, "total_loss": 0.7035887529491447}
{"data_time": 0.01955987513065338, "eta_seconds": 118156.93875387311, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27387804212458755, "fast_rcnn/fg_cls_accuracy": 0.7112201103617413, "iteration": 151439, "loss_box_reg": 0.2082432359457016, "loss_cls": 0.1676830113865435, "loss_mask": 0.22435098700225353, "loss_rpn_cls": 0.03199242404662073, "loss_rpn_loc": 0.08949107280932367, "lr": 0.0001, "mask_rcnn/accuracy": 0.915756237559959, "mask_rcnn/false_negative": 0.07927617289235842, "mask_rcnn/false_positive": 0.09945377747010642, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.000181664712727, "total_loss": 0.7254108151537366}
{"data_time": 0.017460485687479377, "eta_seconds": 118129.0092790965, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.299953314659197, "fast_rcnn/fg_cls_accuracy": 0.6742857142857144, "iteration": 151459, "loss_box_reg": 0.21798593550920486, "loss_cls": 0.16594129242002964, "loss_mask": 0.24239344149827957, "loss_rpn_cls": 0.03138179727829993, "loss_rpn_loc": 0.05809610057622194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995801523318983, "mask_rcnn/false_negative": 0.09104682027722666, "mask_rcnn/false_positive": 0.11726417026688532, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9764315166976303, "total_loss": 0.7412162885302678}
{"data_time": 0.015585334738716483, "eta_seconds": 118108.40695677325, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.28759934477946975, "fast_rcnn/fg_cls_accuracy": 0.6646432853717026, "iteration": 151479, "loss_box_reg": 0.21831654757261276, "loss_cls": 0.18172454182058573, "loss_mask": 0.23393956385552883, "loss_rpn_cls": 0.03194706444628537, "loss_rpn_loc": 0.06899888417683542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993939941967155, "mask_rcnn/false_negative": 0.07695954331857388, "mask_rcnn/false_positive": 0.11247669439821266, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0050291763618588, "total_loss": 0.7415259717963636}
{"data_time": 0.020961265079677105, "eta_seconds": 118095.61361535452, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31039965310399653, "fast_rcnn/fg_cls_accuracy": 0.6595579013377926, "iteration": 151499, "loss_box_reg": 0.20894848555326462, "loss_cls": 0.1778218476101756, "loss_mask": 0.24255713261663914, "loss_rpn_cls": 0.030219398788176477, "loss_rpn_loc": 0.07851139467675239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920915130011395, "mask_rcnn/false_negative": 0.09154826830570124, "mask_rcnn/false_positive": 0.12192287742263258, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0333597864955664, "total_loss": 0.7162446332804393}
{"data_time": 0.02491897693835199, "eta_seconds": 118292.70745879039, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2603640040444894, "fast_rcnn/fg_cls_accuracy": 0.7074829931972789, "iteration": 151519, "loss_box_reg": 0.18067074008286, "loss_cls": 0.14622516045346856, "loss_mask": 0.23813499324023724, "loss_rpn_cls": 0.02656756225042045, "loss_rpn_loc": 0.06524158560205251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938704426590968, "mask_rcnn/false_negative": 0.08077033267186066, "mask_rcnn/false_positive": 0.09691211266080038, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0292100836522877, "total_loss": 0.6832462683087215}
{"data_time": 0.0165967782959342, "eta_seconds": 118224.26465292927, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3061013986013986, "fast_rcnn/fg_cls_accuracy": 0.650094696969697, "iteration": 151539, "loss_box_reg": 0.2190463664010167, "loss_cls": 0.1772558568045497, "loss_mask": 0.24095982313156128, "loss_rpn_cls": 0.031448817608179525, "loss_rpn_loc": 0.06687349546700716, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020341031149302, "mask_rcnn/false_negative": 0.08513805066722036, "mask_rcnn/false_positive": 0.09973844966234668, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0307932698633522, "total_loss": 0.7604873041855171}
{"data_time": 0.01578481961041689, "eta_seconds": 118287.76089062914, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2944574815987635, "fast_rcnn/fg_cls_accuracy": 0.6975428701092418, "iteration": 151559, "loss_box_reg": 0.21510417386889458, "loss_cls": 0.17906861938536167, "loss_mask": 0.2428928129374981, "loss_rpn_cls": 0.03394077089615166, "loss_rpn_loc": 0.06974604376591742, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019314282647759, "mask_rcnn/false_negative": 0.08295355199013937, "mask_rcnn/false_positive": 0.11628070586905997, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.001888558967039, "total_loss": 0.7448273487389088}
{"data_time": 0.019634865457192063, "eta_seconds": 118405.10358800646, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2978725911957098, "fast_rcnn/fg_cls_accuracy": 0.6602388323750552, "iteration": 151579, "loss_box_reg": 0.234259981662035, "loss_cls": 0.1923982836306095, "loss_mask": 0.24458081275224686, "loss_rpn_cls": 0.03845607163384557, "loss_rpn_loc": 0.08676908817142248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890259897505881, "mask_rcnn/false_negative": 0.10429244603944043, "mask_rcnn/false_positive": 0.10944732229258389, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.027314436621964, "total_loss": 0.8210821212269366}
{"data_time": 0.014347709016874433, "eta_seconds": 118401.15156248212, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3386119081779053, "fast_rcnn/fg_cls_accuracy": 0.6238526919304952, "iteration": 151599, "loss_box_reg": 0.20697372313588858, "loss_cls": 0.15956931561231613, "loss_mask": 0.2333893682807684, "loss_rpn_cls": 0.027109464164823294, "loss_rpn_loc": 0.0731975226663053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968449186472442, "mask_rcnn/false_negative": 0.08400231377710504, "mask_rcnn/false_positive": 0.12039642015505364, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.998090562177822, "total_loss": 0.6892883708933368}
{"data_time": 0.015288956230506301, "eta_seconds": 118479.12761902437, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3206625151357897, "fast_rcnn/fg_cls_accuracy": 0.6603493737640079, "iteration": 151619, "loss_box_reg": 0.2177451103925705, "loss_cls": 0.17779240105301142, "loss_mask": 0.24569899961352348, "loss_rpn_cls": 0.034909182926639915, "loss_rpn_loc": 0.07818214222788811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882870335344517, "mask_rcnn/false_negative": 0.08990727584788635, "mask_rcnn/false_positive": 0.12250702622215151, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0049158881884068, "total_loss": 0.7663729652413167}
{"data_time": 0.022776006953790784, "eta_seconds": 118485.04329042509, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2886686991869919, "fast_rcnn/fg_cls_accuracy": 0.6675438596491228, "iteration": 151639, "loss_box_reg": 0.21205253526568413, "loss_cls": 0.18162488471716642, "loss_mask": 0.2326285820454359, "loss_rpn_cls": 0.034287195885553956, "loss_rpn_loc": 0.07515143929049373, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955941579928675, "mask_rcnn/false_negative": 0.10156824404059106, "mask_rcnn/false_positive": 0.11781983569392515, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0167375409509987, "total_loss": 0.7665037566330284}
{"data_time": 0.017280743457376957, "eta_seconds": 118420.12927163392, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.261717440914096, "fast_rcnn/fg_cls_accuracy": 0.6952773613193404, "iteration": 151659, "loss_box_reg": 0.20518316142261028, "loss_cls": 0.1632076669484377, "loss_mask": 0.2406416144222021, "loss_rpn_cls": 0.03010919108055532, "loss_rpn_loc": 0.06495388119947165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954945821153514, "mask_rcnn/false_negative": 0.0956325538760403, "mask_rcnn/false_positive": 0.11651397205583433, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9825873882509768, "total_loss": 0.7003895278321579}
{"data_time": 0.024579786229878664, "eta_seconds": 118429.24870440736, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29245985495985494, "fast_rcnn/fg_cls_accuracy": 0.6942557761523278, "iteration": 151679, "loss_box_reg": 0.20050568971782923, "loss_cls": 0.17603576835244894, "loss_mask": 0.23901523649692535, "loss_rpn_cls": 0.02846553106792271, "loss_rpn_loc": 0.06348884582985193, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046469511235058, "mask_rcnn/false_negative": 0.07891225406007057, "mask_rcnn/false_positive": 0.11584965436859024, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0464623039588332, "total_loss": 0.7319850119529292}
{"data_time": 0.015558473067358136, "eta_seconds": 118522.50077491626, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24735231227202215, "fast_rcnn/fg_cls_accuracy": 0.7199119614400944, "iteration": 151699, "loss_box_reg": 0.22373764961957932, "loss_cls": 0.18968033231794834, "loss_mask": 0.2510206177830696, "loss_rpn_cls": 0.03507696441374719, "loss_rpn_loc": 0.06658893986605108, "lr": 0.0001, "mask_rcnn/accuracy": 0.891855050974949, "mask_rcnn/false_negative": 0.09326953146642547, "mask_rcnn/false_positive": 0.11206646255530314, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.007193987024948, "total_loss": 0.7418855635332875}
{"data_time": 0.016197489807382226, "eta_seconds": 118502.46315855533, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.22434741154946272, "fast_rcnn/fg_cls_accuracy": 0.7267718084956847, "iteration": 151719, "loss_box_reg": 0.19744975306093693, "loss_cls": 0.15394690819084644, "loss_mask": 0.23694205842912197, "loss_rpn_cls": 0.02730436815181747, "loss_rpn_loc": 0.06491362967062742, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027860634049538, "mask_rcnn/false_negative": 0.07717412560706188, "mask_rcnn/false_positive": 0.11476851348274636, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.002572278259322, "total_loss": 0.697345327353105}
{"data_time": 0.016931979451328516, "eta_seconds": 118558.81941305939, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.277223974763407, "fast_rcnn/fg_cls_accuracy": 0.675182976416373, "iteration": 151739, "loss_box_reg": 0.20270868763327599, "loss_cls": 0.17076400015503168, "loss_mask": 0.22662609070539474, "loss_rpn_cls": 0.031077759398613125, "loss_rpn_loc": 0.06204223306849599, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041146105878248, "mask_rcnn/false_negative": 0.08761579076654974, "mask_rcnn/false_positive": 0.11716348315526745, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0097244421485811, "total_loss": 0.7013014263939112}
{"data_time": 0.0136125513818115, "eta_seconds": 118538.76887705177, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30007660389403124, "fast_rcnn/fg_cls_accuracy": 0.6691927923774397, "iteration": 151759, "loss_box_reg": 0.20273890811949968, "loss_cls": 0.17420011572539806, "loss_mask": 0.23667547293007374, "loss_rpn_cls": 0.03114697290584445, "loss_rpn_loc": 0.0654166410677135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978238234069138, "mask_rcnn/false_negative": 0.10201438479866803, "mask_rcnn/false_positive": 0.10667987643669377, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9633630297612399, "total_loss": 0.72423341718968}
{"data_time": 0.017822280526161194, "eta_seconds": 118482.16331017204, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3031715997657341, "fast_rcnn/fg_cls_accuracy": 0.6808649407987156, "iteration": 151779, "loss_box_reg": 0.21934000495821238, "loss_cls": 0.17202963773161173, "loss_mask": 0.24992634169757366, "loss_rpn_cls": 0.036082104314118624, "loss_rpn_loc": 0.07803729316219687, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013162401059897, "mask_rcnn/false_negative": 0.0911175128825987, "mask_rcnn/false_positive": 0.10279573882366203, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9914621743373573, "total_loss": 0.7572694473201409}
{"data_time": 0.016521753510460258, "eta_seconds": 118495.2294935938, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.27490928704520934, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 151799, "loss_box_reg": 0.20574168674647808, "loss_cls": 0.16637311410158873, "loss_mask": 0.23408210836350918, "loss_rpn_cls": 0.028814170509576797, "loss_rpn_loc": 0.06543024210259318, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048939651618223, "mask_rcnn/false_negative": 0.08900788442233515, "mask_rcnn/false_positive": 0.10812872901968755, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0107136664446443, "total_loss": 0.6915434170514345}
{"data_time": 0.014687169110402465, "eta_seconds": 118475.17953936476, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.24247161558261088, "fast_rcnn/fg_cls_accuracy": 0.7248754266881154, "iteration": 151819, "loss_box_reg": 0.21448149345815182, "loss_cls": 0.178433857858181, "loss_mask": 0.22805423103272915, "loss_rpn_cls": 0.025079751445446163, "loss_rpn_loc": 0.07435687049292028, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041420785181542, "mask_rcnn/false_negative": 0.0837005867931166, "mask_rcnn/false_positive": 0.11331404480128852, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9975718380883336, "total_loss": 0.7144691940047778}
{"data_time": 0.01665684743784368, "eta_seconds": 118455.12958513573, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.29118729866543946, "fast_rcnn/fg_cls_accuracy": 0.6768591582974653, "iteration": 151839, "loss_box_reg": 0.19925124384462833, "loss_cls": 0.16559120081365108, "loss_mask": 0.24952387809753418, "loss_rpn_cls": 0.031708428636193275, "loss_rpn_loc": 0.06294333469122648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975112828162187, "mask_rcnn/false_negative": 0.09291235826793592, "mask_rcnn/false_positive": 0.11288272073963548, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9950815313495696, "total_loss": 0.7496986528858542}
{"data_time": 0.015712336637079716, "eta_seconds": 118401.98590309359, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3329642727302773, "fast_rcnn/fg_cls_accuracy": 0.6598278254467194, "iteration": 151859, "loss_box_reg": 0.2157873623073101, "loss_cls": 0.17948775179684162, "loss_mask": 0.2359561137855053, "loss_rpn_cls": 0.03195450478233397, "loss_rpn_loc": 0.07863150537014008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988845587148966, "mask_rcnn/false_negative": 0.09264908778142215, "mask_rcnn/false_positive": 0.11739724236657925, "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": 0.9733274513855577, "total_loss": 0.7434529345482588}
{"data_time": 0.016122238244861364, "eta_seconds": 118412.7416239772, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.33964320541501747, "fast_rcnn/fg_cls_accuracy": 0.6453970118092256, "iteration": 151879, "loss_box_reg": 0.22521844133734703, "loss_cls": 0.1821571746841073, "loss_mask": 0.2393314391374588, "loss_rpn_cls": 0.03515373170375824, "loss_rpn_loc": 0.09251952962949872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880954322502543, "mask_rcnn/false_negative": 0.10342645280517773, "mask_rcnn/false_positive": 0.11638960144648466, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.009025766281411, "total_loss": 0.7772976031992584}
{"data_time": 0.015398264629766345, "eta_seconds": 118286.69832863379, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3247398455857671, "fast_rcnn/fg_cls_accuracy": 0.6501713093996723, "iteration": 151899, "loss_box_reg": 0.19735658168792725, "loss_cls": 0.1660006046295166, "loss_mask": 0.2370036132633686, "loss_rpn_cls": 0.027608021977357566, "loss_rpn_loc": 0.0672500932123512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960246149950615, "mask_rcnn/false_negative": 0.08935576756497328, "mask_rcnn/false_positive": 0.11936374733501645, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9958641096018255, "total_loss": 0.6963433585478924}
{"data_time": 0.012870313134044409, "eta_seconds": 118120.30932739377, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.24283536585365853, "fast_rcnn/fg_cls_accuracy": 0.6995108540417023, "iteration": 151919, "loss_box_reg": 0.21511325612664223, "loss_cls": 0.1681119306012988, "loss_mask": 0.23866650834679604, "loss_rpn_cls": 0.02732003340497613, "loss_rpn_loc": 0.08549811132252216, "lr": 0.0001, "mask_rcnn/accuracy": 0.904953881614655, "mask_rcnn/false_negative": 0.08825987527535843, "mask_rcnn/false_positive": 0.10532831025691777, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9795940525364131, "total_loss": 0.7212275987258181}
{"data_time": 0.015700798481702805, "eta_seconds": 118208.26299349777, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2619831413038057, "fast_rcnn/fg_cls_accuracy": 0.7101968207631081, "iteration": 151939, "loss_box_reg": 0.21109766466543078, "loss_cls": 0.16168427420780063, "loss_mask": 0.231348168104887, "loss_rpn_cls": 0.0326630191411823, "loss_rpn_loc": 0.0668491997057572, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053298111640958, "mask_rcnn/false_negative": 0.08686434280254696, "mask_rcnn/false_positive": 0.10127605828425189, "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": 1.0071040315087885, "total_loss": 0.690163052873686}
{"data_time": 0.017108800821006298, "eta_seconds": 118080.29567247257, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3137194113756614, "fast_rcnn/fg_cls_accuracy": 0.6639846743295019, "iteration": 151959, "loss_box_reg": 0.21070589870214462, "loss_cls": 0.17005666298791766, "loss_mask": 0.23418107721954584, "loss_rpn_cls": 0.036890989169478416, "loss_rpn_loc": 0.08915140968747437, "lr": 0.0001, "mask_rcnn/accuracy": 0.9100770511224281, "mask_rcnn/false_negative": 0.08317177515669727, "mask_rcnn/false_positive": 0.09513916158229783, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.988795104669407, "total_loss": 0.744772688136436}
{"data_time": 0.013510567368939519, "eta_seconds": 118109.84242674429, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3152981746833938, "fast_rcnn/fg_cls_accuracy": 0.6715767881562518, "iteration": 151979, "loss_box_reg": 0.21586761996150017, "loss_cls": 0.17219484131783247, "loss_mask": 0.24181032553315163, "loss_rpn_cls": 0.031070799217559397, "loss_rpn_loc": 0.08332304458599538, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927778426301022, "mask_rcnn/false_negative": 0.09634077742460176, "mask_rcnn/false_positive": 0.12158039495922335, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9697807335760444, "total_loss": 0.7515262649976648}
{"data_time": 0.01666877605021, "eta_seconds": 118089.82720179483, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2508175110874941, "fast_rcnn/fg_cls_accuracy": 0.7088774057800606, "iteration": 151999, "loss_box_reg": 0.20920391753315926, "loss_cls": 0.16031737998127937, "loss_mask": 0.22777785547077656, "loss_rpn_cls": 0.0295084499521181, "loss_rpn_loc": 0.054668908240273595, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029386847914102, "mask_rcnn/false_negative": 0.0852942145726138, "mask_rcnn/false_positive": 0.10701529490691382, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9861712742131203, "total_loss": 0.6728551634587348}
{"data_time": 0.013909751083701849, "eta_seconds": 117964.60856086109, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3166582107221376, "fast_rcnn/fg_cls_accuracy": 0.6608870285810925, "iteration": 152019, "loss_box_reg": 0.2260760273784399, "loss_cls": 0.18119654338806868, "loss_mask": 0.22962577641010284, "loss_rpn_cls": 0.033738275757059455, "loss_rpn_loc": 0.08182828966528177, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000572311419538, "mask_rcnn/false_negative": 0.09349655036219962, "mask_rcnn/false_positive": 0.11303837983335975, "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": 1.0054342630319297, "total_loss": 0.7567673206795007}
{"data_time": 0.018400714732706547, "eta_seconds": 118000.26836263016, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29290725181499305, "fast_rcnn/fg_cls_accuracy": 0.6759607060584274, "iteration": 152039, "loss_box_reg": 0.21178394369781017, "loss_cls": 0.17677078396081924, "loss_mask": 0.24372684210538864, "loss_rpn_cls": 0.029278930625878274, "loss_rpn_loc": 0.08769430068787187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918515150421071, "mask_rcnn/false_negative": 0.09876586400225866, "mask_rcnn/false_positive": 0.11413235959722726, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9761043523903936, "total_loss": 0.7386957593262196}
{"data_time": 0.014374490594491363, "eta_seconds": 117828.52182379924, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32148858005353986, "fast_rcnn/fg_cls_accuracy": 0.6330989452536413, "iteration": 152059, "loss_box_reg": 0.22873069066554308, "loss_cls": 0.1828526360914111, "loss_mask": 0.2438700944185257, "loss_rpn_cls": 0.034926859370898455, "loss_rpn_loc": 0.08340437617152929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939110637989531, "mask_rcnn/false_negative": 0.09458453869634245, "mask_rcnn/false_positive": 0.12197690603782925, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9716362815815955, "total_loss": 0.8060562023892999}
{"data_time": 0.021033970173448324, "eta_seconds": 117730.04826787859, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2685883818035309, "fast_rcnn/fg_cls_accuracy": 0.6813292884721456, "iteration": 152079, "loss_box_reg": 0.2179831201210618, "loss_cls": 0.1848105750977993, "loss_mask": 0.23920672200620174, "loss_rpn_cls": 0.033835415699286386, "loss_rpn_loc": 0.07687858311692253, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026602727892983, "mask_rcnn/false_negative": 0.08824762694280044, "mask_rcnn/false_positive": 0.11369634734713885, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9548332057893276, "total_loss": 0.7552671767771244}
{"data_time": 0.01374209369532764, "eta_seconds": 117589.22723340802, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3005858494817485, "fast_rcnn/fg_cls_accuracy": 0.6729317481446363, "iteration": 152099, "loss_box_reg": 0.21648437529802322, "loss_cls": 0.1749988468363881, "loss_mask": 0.2371123470366001, "loss_rpn_cls": 0.03235439583659172, "loss_rpn_loc": 0.06662332639098167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970582992989117, "mask_rcnn/false_negative": 0.09230976636246328, "mask_rcnn/false_positive": 0.1077570113582697, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9720725500956178, "total_loss": 0.7455890653654933}
{"data_time": 0.016013443237170577, "eta_seconds": 117649.85696554184, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28111279149185286, "fast_rcnn/fg_cls_accuracy": 0.6970785440613028, "iteration": 152119, "loss_box_reg": 0.21710672043263912, "loss_cls": 0.177523422986269, "loss_mask": 0.23691441118717194, "loss_rpn_cls": 0.03246761579066515, "loss_rpn_loc": 0.08662960678339005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8852115293162792, "mask_rcnn/false_negative": 0.0984827198462828, "mask_rcnn/false_positive": 0.13277086744477212, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.0085024100262672, "total_loss": 0.7589666547719389}
{"data_time": 0.01539694657549262, "eta_seconds": 117661.17977978662, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27129191046716816, "fast_rcnn/fg_cls_accuracy": 0.6568430132259919, "iteration": 152139, "loss_box_reg": 0.23135270923376083, "loss_cls": 0.19029676262289286, "loss_mask": 0.24963752925395966, "loss_rpn_cls": 0.0345824440009892, "loss_rpn_loc": 0.07081446563825011, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016854676260955, "mask_rcnn/false_negative": 0.07935665671898248, "mask_rcnn/false_positive": 0.10840070694670806, "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": 1.027324141934514, "total_loss": 0.7875795732834376}
{"data_time": 0.016054468462243676, "eta_seconds": 117506.43939150497, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.2993256139457946, "fast_rcnn/fg_cls_accuracy": 0.6748338870431894, "iteration": 152159, "loss_box_reg": 0.20822098851203918, "loss_cls": 0.16989463660866022, "loss_mask": 0.23942147195339203, "loss_rpn_cls": 0.02715315844397992, "loss_rpn_loc": 0.07458529761061072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897677198179756, "mask_rcnn/false_negative": 0.08994579608414668, "mask_rcnn/false_positive": 0.12975478112129935, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.97281877649948, "total_loss": 0.7150645055808127}
{"data_time": 0.015763783594593406, "eta_seconds": 117546.89310810994, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.32072841411236586, "fast_rcnn/fg_cls_accuracy": 0.6533594109526001, "iteration": 152179, "loss_box_reg": 0.220261812210083, "loss_cls": 0.17224214784801006, "loss_mask": 0.2520555928349495, "loss_rpn_cls": 0.03770698024891317, "loss_rpn_loc": 0.08126738341525197, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882293246271471, "mask_rcnn/false_negative": 0.11285048919005085, "mask_rcnn/false_positive": 0.10794621566052183, "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": 1.0027335495688021, "total_loss": 0.7589960331679322}
{"data_time": 0.017869201488792896, "eta_seconds": 117614.59139916115, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3662464985994398, "fast_rcnn/fg_cls_accuracy": 0.6151460584233693, "iteration": 152199, "loss_box_reg": 0.21218259446322918, "loss_cls": 0.17806484829634428, "loss_mask": 0.24555958807468414, "loss_rpn_cls": 0.02928869752213359, "loss_rpn_loc": 0.08081747737014666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954020295662248, "mask_rcnn/false_negative": 0.08386845688186387, "mask_rcnn/false_positive": 0.12231123140761954, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0045671521220356, "total_loss": 0.7121804663911462}
{"data_time": 0.016431450145319104, "eta_seconds": 117611.55650735367, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.27683623578531014, "fast_rcnn/fg_cls_accuracy": 0.7170796022633632, "iteration": 152219, "loss_box_reg": 0.22222151793539524, "loss_cls": 0.1787360766902566, "loss_mask": 0.23604117054492235, "loss_rpn_cls": 0.03306975634768605, "loss_rpn_loc": 0.08596914750523865, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000740287513384, "mask_rcnn/false_negative": 0.08664036711229914, "mask_rcnn/false_positive": 0.10947877456134528, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0329335359856486, "total_loss": 0.7682708918000571}
{"data_time": 0.013428936712443829, "eta_seconds": 117530.0912475586, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2709485655208064, "fast_rcnn/fg_cls_accuracy": 0.6787194556139808, "iteration": 152239, "loss_box_reg": 0.20626935362815857, "loss_cls": 0.1719047576189041, "loss_mask": 0.240196930244565, "loss_rpn_cls": 0.03235754044726491, "loss_rpn_loc": 0.07851333357393742, "lr": 0.0001, "mask_rcnn/accuracy": 0.895751461126883, "mask_rcnn/false_negative": 0.08876693682172429, "mask_rcnn/false_positive": 0.10516277022044056, "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": 0.9906767674256116, "total_loss": 0.7312190108932555}
{"data_time": 0.015494691440835595, "eta_seconds": 117682.27425641846, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2557167639173632, "fast_rcnn/fg_cls_accuracy": 0.699790044898091, "iteration": 152259, "loss_box_reg": 0.21082453336566687, "loss_cls": 0.16932160407304764, "loss_mask": 0.23646076396107674, "loss_rpn_cls": 0.036088017164729536, "loss_rpn_loc": 0.0713954702951014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974851726081914, "mask_rcnn/false_negative": 0.09850553486822232, "mask_rcnn/false_positive": 0.10708867473129122, "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": 1.052170210517943, "total_loss": 0.7158628161996603}
{"data_time": 0.015184733085334301, "eta_seconds": 117641.36833411641, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.283540597022627, "fast_rcnn/fg_cls_accuracy": 0.6937226236250194, "iteration": 152279, "loss_box_reg": 0.21017585881054401, "loss_cls": 0.17737566865980625, "loss_mask": 0.24621290899813175, "loss_rpn_cls": 0.03738509089453146, "loss_rpn_loc": 0.08711081091314554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8754212116355609, "mask_rcnn/false_negative": 0.09737727552984982, "mask_rcnn/false_positive": 0.1401639460980077, "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": 0.9776822184212506, "total_loss": 0.757521171530243}
{"data_time": 0.014431044459342957, "eta_seconds": 117579.67668944038, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31187322868977546, "fast_rcnn/fg_cls_accuracy": 0.6826457855869621, "iteration": 152299, "loss_box_reg": 0.19388452731072903, "loss_cls": 0.16773070767521858, "loss_mask": 0.23494097962975502, "loss_rpn_cls": 0.03211650415323675, "loss_rpn_loc": 0.06463896110653877, "lr": 0.0001, "mask_rcnn/accuracy": 0.899571995657072, "mask_rcnn/false_negative": 0.0814698052567421, "mask_rcnn/false_positive": 0.11545165429979128, "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": 0.9680092926137149, "total_loss": 0.7191287242458202}
{"data_time": 0.016982482513412833, "eta_seconds": 117622.30367330834, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3141849529780564, "fast_rcnn/fg_cls_accuracy": 0.6592919291929193, "iteration": 152319, "loss_box_reg": 0.21981080994009972, "loss_cls": 0.18399239890277386, "loss_mask": 0.23084520734846592, "loss_rpn_cls": 0.03010260217706673, "loss_rpn_loc": 0.06794616929255426, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926884004075614, "mask_rcnn/false_negative": 0.11021033312363934, "mask_rcnn/false_positive": 0.11278632473192096, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.0160168716683984, "total_loss": 0.7467269207118079}
{"data_time": 0.01658015907742083, "eta_seconds": 117602.3134789383, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.27450297905448295, "fast_rcnn/fg_cls_accuracy": 0.6888582920543678, "iteration": 152339, "loss_box_reg": 0.22175650764256716, "loss_cls": 0.1727238050661981, "loss_mask": 0.23707727529108524, "loss_rpn_cls": 0.028215201455168426, "loss_rpn_loc": 0.06630902603501454, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829405790026268, "mask_rcnn/false_negative": 0.11177352064305607, "mask_rcnn/false_positive": 0.14073953817557427, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9927195615600795, "total_loss": 0.7348839588230476}
{"data_time": 0.022037097020074725, "eta_seconds": 117582.32328456827, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26236292519382554, "fast_rcnn/fg_cls_accuracy": 0.7109272581934452, "iteration": 152359, "loss_box_reg": 0.22824227530509233, "loss_cls": 0.17746745515614748, "loss_mask": 0.23870925419032574, "loss_rpn_cls": 0.03547327104024589, "loss_rpn_loc": 0.07614612928591669, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034904449169976, "mask_rcnn/false_negative": 0.10233783519724504, "mask_rcnn/false_positive": 0.10762999490860319, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9899941810872406, "total_loss": 0.7815590642858297}
{"data_time": 0.015406989492475986, "eta_seconds": 117545.35416475032, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3005200784380595, "fast_rcnn/fg_cls_accuracy": 0.6863966573647173, "iteration": 152379, "loss_box_reg": 0.19814894627779722, "loss_cls": 0.16396567970514297, "loss_mask": 0.24356615915894508, "loss_rpn_cls": 0.03427458029182162, "loss_rpn_loc": 0.07017421396449208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905536466979136, "mask_rcnn/false_negative": 0.10167542910635297, "mask_rcnn/false_positive": 0.11576514917932179, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0007588060107082, "total_loss": 0.7083628717809916}
{"data_time": 0.014311284525319934, "eta_seconds": 117559.90970414132, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.28514963297571994, "fast_rcnn/fg_cls_accuracy": 0.6987414535730869, "iteration": 152399, "loss_box_reg": 0.2261563464999199, "loss_cls": 0.1688997820019722, "loss_mask": 0.24631877057254314, "loss_rpn_cls": 0.03915655077435076, "loss_rpn_loc": 0.07760574494022876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955617800649522, "mask_rcnn/false_negative": 0.09627612143905379, "mask_rcnn/false_positive": 0.10964607521355252, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0005085601005703, "total_loss": 0.7351279146969318}
{"data_time": 0.015992523869499564, "eta_seconds": 117492.38137230743, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.3010502855802286, "fast_rcnn/fg_cls_accuracy": 0.6904884251598181, "iteration": 152419, "loss_box_reg": 0.20905698463320732, "loss_cls": 0.17629952263087034, "loss_mask": 0.23439993523061275, "loss_rpn_cls": 0.035358279827050865, "loss_rpn_loc": 0.07031001220457256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978497989616674, "mask_rcnn/false_negative": 0.1012237317663901, "mask_rcnn/false_positive": 0.1143094366912549, "roi_head/num_bg_samples": 459.625, "roi_head/num_fg_samples": 52.375, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 1.001618918031454, "total_loss": 0.7562708170153201}
{"data_time": 0.017068729968741536, "eta_seconds": 117472.39627596922, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2284136816590358, "fast_rcnn/fg_cls_accuracy": 0.7533783783783784, "iteration": 152439, "loss_box_reg": 0.21293395198881626, "loss_cls": 0.1623477367684245, "loss_mask": 0.2422265037894249, "loss_rpn_cls": 0.030581759987398982, "loss_rpn_loc": 0.06892294366843998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970440016621535, "mask_rcnn/false_negative": 0.08748759992456666, "mask_rcnn/false_positive": 0.11953386932545079, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0041685129981488, "total_loss": 0.727773085818626}
{"data_time": 0.020072616171091795, "eta_seconds": 117465.40493559558, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2432191479096306, "fast_rcnn/fg_cls_accuracy": 0.7215043493731097, "iteration": 152459, "loss_box_reg": 0.21118856593966484, "loss_cls": 0.17182139120995998, "loss_mask": 0.23246506042778492, "loss_rpn_cls": 0.03453757707029581, "loss_rpn_loc": 0.07547367294318974, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036083641667811, "mask_rcnn/false_negative": 0.08299284900666565, "mask_rcnn/false_positive": 0.09813596149076409, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9878774834796786, "total_loss": 0.7208941186545417}
{"data_time": 0.024569786619395018, "eta_seconds": 117462.38211834803, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2837892837892838, "fast_rcnn/fg_cls_accuracy": 0.6987906273620559, "iteration": 152479, "loss_box_reg": 0.2011190466582775, "loss_cls": 0.164447289891541, "loss_mask": 0.24261441081762314, "loss_rpn_cls": 0.03887228900566697, "loss_rpn_loc": 0.07950610981788486, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879029535794603, "mask_rcnn/false_negative": 0.09422830706939747, "mask_rcnn/false_positive": 0.11785369468062706, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0116591504774988, "total_loss": 0.7135888556949794}
{"data_time": 0.014435217017307878, "eta_seconds": 117365.40651414543, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.295999812564431, "fast_rcnn/fg_cls_accuracy": 0.6448054828889195, "iteration": 152499, "loss_box_reg": 0.2034609541296959, "loss_cls": 0.16956899501383305, "loss_mask": 0.22670152597129345, "loss_rpn_cls": 0.03171341388951987, "loss_rpn_loc": 0.06528046960011125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957284343288028, "mask_rcnn/false_negative": 0.0887744913965607, "mask_rcnn/false_positive": 0.12103013169825702, "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": 0.998698147945106, "total_loss": 0.698061562521616}
{"data_time": 0.01831545657478273, "eta_seconds": 117286.5701552108, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2831347343971236, "fast_rcnn/fg_cls_accuracy": 0.6929826565820442, "iteration": 152519, "loss_box_reg": 0.22131143137812614, "loss_cls": 0.17511530686169863, "loss_mask": 0.24051470682024956, "loss_rpn_cls": 0.036624853033572435, "loss_rpn_loc": 0.07912168512120843, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021809557340881, "mask_rcnn/false_negative": 0.08733271316025118, "mask_rcnn/false_positive": 0.10417540220222116, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.006728659849614, "total_loss": 0.7573739956133068}
{"data_time": 0.01852779951877892, "eta_seconds": 117266.60308504477, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3447502700551481, "fast_rcnn/fg_cls_accuracy": 0.6355677986040311, "iteration": 152539, "loss_box_reg": 0.22610362991690636, "loss_cls": 0.18170602153986692, "loss_mask": 0.25166588090360165, "loss_rpn_cls": 0.03619348839856684, "loss_rpn_loc": 0.07129517244175076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960371106108433, "mask_rcnn/false_negative": 0.09350939128388522, "mask_rcnn/false_positive": 0.11319375798344705, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0121188994962722, "total_loss": 0.7617322702426463}
{"data_time": 0.015615583397448063, "eta_seconds": 117140.08537784219, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3254446943365365, "fast_rcnn/fg_cls_accuracy": 0.6475355436257448, "iteration": 152559, "loss_box_reg": 0.19937273673713207, "loss_cls": 0.15629492979496717, "loss_mask": 0.24131957441568375, "loss_rpn_cls": 0.03210564545588568, "loss_rpn_loc": 0.07344912877306342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869223484645594, "mask_rcnn/false_negative": 0.1016135658256753, "mask_rcnn/false_positive": 0.13110880765670324, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9516737964004278, "total_loss": 0.6962028305279091}
{"data_time": 0.019628650043159723, "eta_seconds": 117087.62825314421, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3046875, "fast_rcnn/fg_cls_accuracy": 0.6921875, "iteration": 152579, "loss_box_reg": 0.20677660033106804, "loss_cls": 0.16708909254521132, "loss_mask": 0.2486614678055048, "loss_rpn_cls": 0.035685350419953465, "loss_rpn_loc": 0.07733057904988527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840947574682048, "mask_rcnn/false_negative": 0.08980887117962515, "mask_rcnn/false_positive": 0.1176778726184399, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.033547708997503, "total_loss": 0.7343929454218596}
{"data_time": 0.033409090945497155, "eta_seconds": 117089.11149911582, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2566151391792276, "fast_rcnn/fg_cls_accuracy": 0.6824458136208604, "iteration": 152599, "loss_box_reg": 0.21085456479340792, "loss_cls": 0.16090033762156963, "loss_mask": 0.23586764745414257, "loss_rpn_cls": 0.03112708847038448, "loss_rpn_loc": 0.06912864884361625, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036342899496197, "mask_rcnn/false_negative": 0.08179697382385678, "mask_rcnn/false_positive": 0.10097961470166036, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0055382824502885, "total_loss": 0.7153912493959069}
{"data_time": 0.017668128479272127, "eta_seconds": 117080.23860397749, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.26969696969696966, "fast_rcnn/fg_cls_accuracy": 0.6872175263067104, "iteration": 152619, "loss_box_reg": 0.21052190009504557, "loss_cls": 0.18432383425533772, "loss_mask": 0.24023033864796162, "loss_rpn_cls": 0.03086668689502403, "loss_rpn_loc": 0.07319328491576016, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010302318042602, "mask_rcnn/false_negative": 0.09830441441854654, "mask_rcnn/false_positive": 0.11449241189863744, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0116752025205642, "total_loss": 0.764515275368467}
{"data_time": 0.01657978119328618, "eta_seconds": 117060.28967935592, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2705020589166931, "fast_rcnn/fg_cls_accuracy": 0.7109164420485174, "iteration": 152639, "loss_box_reg": 0.21104317530989647, "loss_cls": 0.1856188978999853, "loss_mask": 0.2276554647833109, "loss_rpn_cls": 0.02661411860026419, "loss_rpn_loc": 0.0674271733732894, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055917617244342, "mask_rcnn/false_negative": 0.09139088846615759, "mask_rcnn/false_positive": 0.10209892266254107, "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": 1.0216218412388116, "total_loss": 0.700600954645779}
{"data_time": 0.02528542489744723, "eta_seconds": 117058.17290961742, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29410919540229885, "fast_rcnn/fg_cls_accuracy": 0.6743558282208589, "iteration": 152659, "loss_box_reg": 0.20616045221686363, "loss_cls": 0.17385719902813435, "loss_mask": 0.23965696804225445, "loss_rpn_cls": 0.03246158151887357, "loss_rpn_loc": 0.07568919565528631, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017593380910647, "mask_rcnn/false_negative": 0.09311298687093783, "mask_rcnn/false_positive": 0.10639843314989281, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9779855001252145, "total_loss": 0.7468464736593887}
{"data_time": 0.01735509978607297, "eta_seconds": 117026.89340164885, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.31593381268436577, "fast_rcnn/fg_cls_accuracy": 0.6550291387869631, "iteration": 152679, "loss_box_reg": 0.21820450946688652, "loss_cls": 0.17523299157619476, "loss_mask": 0.23902627825737, "loss_rpn_cls": 0.03239245153963566, "loss_rpn_loc": 0.08614438259974122, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044949155831892, "mask_rcnn/false_negative": 0.07807700870479814, "mask_rcnn/false_positive": 0.10735359420864116, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0205864554736763, "total_loss": 0.7670705410419032}
{"data_time": 0.017015769379213452, "eta_seconds": 116944.37690209597, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2657550420005419, "fast_rcnn/fg_cls_accuracy": 0.6814496314496314, "iteration": 152699, "loss_box_reg": 0.21965957153588533, "loss_cls": 0.1814260659739375, "loss_mask": 0.2377492506057024, "loss_rpn_cls": 0.03643200040096417, "loss_rpn_loc": 0.07597653847187757, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075751860377179, "mask_rcnn/false_negative": 0.08635200446391526, "mask_rcnn/false_positive": 0.10282265792150681, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9804578109178692, "total_loss": 0.7681172685697675}
{"data_time": 0.018742312444373965, "eta_seconds": 116889.06185127795, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.28308488612836435, "fast_rcnn/fg_cls_accuracy": 0.6544202898550724, "iteration": 152719, "loss_box_reg": 0.21776247955858707, "loss_cls": 0.16943429689854383, "loss_mask": 0.24785972572863102, "loss_rpn_cls": 0.030857926467433572, "loss_rpn_loc": 0.0728807495906949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994864097981481, "mask_rcnn/false_negative": 0.09574482241424778, "mask_rcnn/false_positive": 0.10410945357083327, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.986188085982576, "total_loss": 0.7468023370020092}
{"data_time": 0.01686992752365768, "eta_seconds": 116846.30198643543, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.32036122661122657, "fast_rcnn/fg_cls_accuracy": 0.6632728619029988, "iteration": 152739, "loss_box_reg": 0.20269940420985222, "loss_cls": 0.1758327092975378, "loss_mask": 0.23719169199466705, "loss_rpn_cls": 0.035467464942485094, "loss_rpn_loc": 0.07260136702097952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809921354429056, "mask_rcnn/false_negative": 0.10144903741841473, "mask_rcnn/false_positive": 0.12292176406692394, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.011843211017549, "total_loss": 0.7046822626143694}
{"data_time": 0.015664541395381093, "eta_seconds": 116796.33652240969, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.27538709563122277, "fast_rcnn/fg_cls_accuracy": 0.673747763864043, "iteration": 152759, "loss_box_reg": 0.2187134250998497, "loss_cls": 0.17248839605599642, "loss_mask": 0.23407196253538132, "loss_rpn_cls": 0.030078337294980884, "loss_rpn_loc": 0.06471033534035087, "lr": 0.0001, "mask_rcnn/accuracy": 0.9107551045028132, "mask_rcnn/false_negative": 0.07717340812786602, "mask_rcnn/false_positive": 0.10816249005287917, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9787454670295119, "total_loss": 0.7270188760012388}
{"data_time": 0.015582712832838297, "eta_seconds": 116744.97348180506, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3042125789278197, "fast_rcnn/fg_cls_accuracy": 0.6586800573888092, "iteration": 152779, "loss_box_reg": 0.2210966693237424, "loss_cls": 0.18227368593215942, "loss_mask": 0.24177895113825798, "loss_rpn_cls": 0.036172460531815886, "loss_rpn_loc": 0.08088850975036621, "lr": 0.0001, "mask_rcnn/accuracy": 0.890777407687377, "mask_rcnn/false_negative": 0.09939197466659061, "mask_rcnn/false_positive": 0.11201720328819202, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.985974102281034, "total_loss": 0.7749553868779913}
{"data_time": 0.014626877615228295, "eta_seconds": 116679.42556254566, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28120155038759687, "fast_rcnn/fg_cls_accuracy": 0.7134378629500581, "iteration": 152799, "loss_box_reg": 0.20919410791248083, "loss_cls": 0.17689403984695673, "loss_mask": 0.2389412745833397, "loss_rpn_cls": 0.031415584206115454, "loss_rpn_loc": 0.07002091675531119, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981197600935193, "mask_rcnn/false_negative": 0.08692565989523555, "mask_rcnn/false_positive": 0.11804394307229028, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9908770795445889, "total_loss": 0.6978451306931674}
{"data_time": 0.016148837050423026, "eta_seconds": 116702.10734669119, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.25679347826086957, "fast_rcnn/fg_cls_accuracy": 0.7092868343995893, "iteration": 152819, "loss_box_reg": 0.21685016434639692, "loss_cls": 0.1701914919540286, "loss_mask": 0.24098662286996841, "loss_rpn_cls": 0.02677825721912086, "loss_rpn_loc": 0.06674717098940164, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051781238811314, "mask_rcnn/false_negative": 0.08505233953823899, "mask_rcnn/false_positive": 0.10427703558711492, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0140081564895809, "total_loss": 0.7221091121900827}
{"data_time": 0.017314136493951082, "eta_seconds": 116656.49908845313, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.29058572581575004, "fast_rcnn/fg_cls_accuracy": 0.6588566233855337, "iteration": 152839, "loss_box_reg": 0.21824906393885612, "loss_cls": 0.18167863227427006, "loss_mask": 0.23561306484043598, "loss_rpn_cls": 0.03707436425611377, "loss_rpn_loc": 0.058875547954812646, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031190937316159, "mask_rcnn/false_negative": 0.08969962989441642, "mask_rcnn/false_positive": 0.09500791293997132, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9818684610072523, "total_loss": 0.7428308218950406}
{"data_time": 0.0160603451076895, "eta_seconds": 116702.07282555755, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30832741751288617, "fast_rcnn/fg_cls_accuracy": 0.6601697882023455, "iteration": 152859, "loss_box_reg": 0.2140916883945465, "loss_cls": 0.1856119679287076, "loss_mask": 0.22643632628023624, "loss_rpn_cls": 0.029144946369342506, "loss_rpn_loc": 0.06975534581579268, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969033425154864, "mask_rcnn/false_negative": 0.0899192738768842, "mask_rcnn/false_positive": 0.11017889994181854, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0161045449785888, "total_loss": 0.7207805210491642}
{"data_time": 0.01546354335732758, "eta_seconds": 116599.7809034586, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2840853509415505, "fast_rcnn/fg_cls_accuracy": 0.6718153300600109, "iteration": 152879, "loss_box_reg": 0.2112905392423272, "loss_cls": 0.16859518643468618, "loss_mask": 0.22583463415503502, "loss_rpn_cls": 0.029311681893887, "loss_rpn_loc": 0.0579746849834919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983269030752797, "mask_rcnn/false_negative": 0.07696497098077987, "mask_rcnn/false_positive": 0.1268897909127617, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9863353355322033, "total_loss": 0.6940490729175508}
{"data_time": 0.01979520544409752, "eta_seconds": 116596.75694142934, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3170311103663985, "fast_rcnn/fg_cls_accuracy": 0.6649391550474899, "iteration": 152899, "loss_box_reg": 0.22693398967385292, "loss_cls": 0.17226252518594265, "loss_mask": 0.24444386549293995, "loss_rpn_cls": 0.036781901377253234, "loss_rpn_loc": 0.08215273544192314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977879033684641, "mask_rcnn/false_negative": 0.09431272102943286, "mask_rcnn/false_positive": 0.11303943915460607, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0027043633162975, "total_loss": 0.7648593381745741}
{"data_time": 0.0139377664308995, "eta_seconds": 116602.515174523, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3054449165043961, "fast_rcnn/fg_cls_accuracy": 0.6799330964699037, "iteration": 152919, "loss_box_reg": 0.2114903125911951, "loss_cls": 0.17306375782936811, "loss_mask": 0.22611632011830807, "loss_rpn_cls": 0.03304105935967527, "loss_rpn_loc": 0.06404175143688917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986050832670731, "mask_rcnn/false_negative": 0.09462762720758106, "mask_rcnn/false_positive": 0.11324272505154392, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9747596508823335, "total_loss": 0.7562310599023476}
{"data_time": 0.02038259617984295, "eta_seconds": 116611.03899351787, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2586780358006773, "fast_rcnn/fg_cls_accuracy": 0.7102538576406172, "iteration": 152939, "loss_box_reg": 0.20323670655488968, "loss_cls": 0.18097034003585577, "loss_mask": 0.22429007664322853, "loss_rpn_cls": 0.03538173215929419, "loss_rpn_loc": 0.07315396761987358, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021108619711105, "mask_rcnn/false_negative": 0.08275519620070246, "mask_rcnn/false_positive": 0.10767127599681606, "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": 1.0126396140549332, "total_loss": 0.6956822992069647}
{"data_time": 0.016660506138578057, "eta_seconds": 116597.09336901084, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2999033115784385, "fast_rcnn/fg_cls_accuracy": 0.6603315503964189, "iteration": 152959, "loss_box_reg": 0.20517520606517792, "loss_cls": 0.16593452543020248, "loss_mask": 0.23865636065602303, "loss_rpn_cls": 0.027594352257438004, "loss_rpn_loc": 0.052312687737867236, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046873185482639, "mask_rcnn/false_negative": 0.08096422543213339, "mask_rcnn/false_positive": 0.09779272354748783, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.9940368644893169, "total_loss": 0.6915409069042653}
{"data_time": 0.017299621365964413, "eta_seconds": 116571.1924057873, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28930684699915465, "fast_rcnn/fg_cls_accuracy": 0.6977726574500768, "iteration": 152979, "loss_box_reg": 0.2231970727443695, "loss_cls": 0.18405550438910723, "loss_mask": 0.23498154245316982, "loss_rpn_cls": 0.031139130471274257, "loss_rpn_loc": 0.07629458513110876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978843939730388, "mask_rcnn/false_negative": 0.0954908286294664, "mask_rcnn/false_positive": 0.10766448344716435, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9725869137328118, "total_loss": 0.7659869911149144}
{"data_time": 0.014986766036599874, "eta_seconds": 116551.26911192201, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.27424124335228317, "fast_rcnn/fg_cls_accuracy": 0.7056322207958922, "iteration": 152999, "loss_box_reg": 0.23807396553456783, "loss_cls": 0.1917231446132064, "loss_mask": 0.23836704343557358, "loss_rpn_cls": 0.03303906146902591, "loss_rpn_loc": 0.08270147640723735, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020367445183701, "mask_rcnn/false_negative": 0.09372125592088576, "mask_rcnn/false_positive": 0.10092578619935358, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.978786738589406, "total_loss": 0.7857762270141393}
{"data_time": 0.023633878445252776, "eta_seconds": 116502.9230023548, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28141303029077525, "fast_rcnn/fg_cls_accuracy": 0.6331804281345565, "iteration": 153019, "loss_box_reg": 0.20268680714070797, "loss_cls": 0.16600923519581556, "loss_mask": 0.2385654877871275, "loss_rpn_cls": 0.029131467919796705, "loss_rpn_loc": 0.061790741281583905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914118638101427, "mask_rcnn/false_negative": 0.07878904683032817, "mask_rcnn/false_positive": 0.11972505679706391, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0051576613914222, "total_loss": 0.7226763707585633}
{"data_time": 0.014521568780764937, "eta_seconds": 116578.624657318, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.32040519933192946, "fast_rcnn/fg_cls_accuracy": 0.6369787222696246, "iteration": 153039, "loss_box_reg": 0.21155682392418385, "loss_cls": 0.1751777809113264, "loss_mask": 0.24359752237796783, "loss_rpn_cls": 0.03032658575102687, "loss_rpn_loc": 0.06372118508443236, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020652380260656, "mask_rcnn/false_negative": 0.08151445094823756, "mask_rcnn/false_positive": 0.12026059616604745, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0426130399573594, "total_loss": 0.7137682733591646}
{"data_time": 0.016556259943172336, "eta_seconds": 116630.32963123173, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.29995053757842394, "fast_rcnn/fg_cls_accuracy": 0.693883194946089, "iteration": 153059, "loss_box_reg": 0.21497095189988613, "loss_cls": 0.18124697357416153, "loss_mask": 0.23557977564632893, "loss_rpn_cls": 0.034818570828065276, "loss_rpn_loc": 0.06805448024533689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922426050365946, "mask_rcnn/false_negative": 0.09219961701845461, "mask_rcnn/false_positive": 0.11917301791298192, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9797317686025053, "total_loss": 0.756267043412663}
{"data_time": 0.027075541904196143, "eta_seconds": 116694.74029444158, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.315036652959056, "fast_rcnn/fg_cls_accuracy": 0.6553219106957424, "iteration": 153079, "loss_box_reg": 0.212242494802922, "loss_cls": 0.16801475454121828, "loss_mask": 0.23766149207949638, "loss_rpn_cls": 0.03404655517078936, "loss_rpn_loc": 0.0687491858843714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877445481738795, "mask_rcnn/false_negative": 0.10962638646196048, "mask_rcnn/false_positive": 0.10980344250047028, "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": 0.9940506510902196, "total_loss": 0.7564594624564052}
{"data_time": 0.015875980257987976, "eta_seconds": 116618.368363427, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.27821816531881394, "fast_rcnn/fg_cls_accuracy": 0.6556324110671936, "iteration": 153099, "loss_box_reg": 0.22112719528377056, "loss_cls": 0.17472643963992596, "loss_mask": 0.23954615741968155, "loss_rpn_cls": 0.03626722365152091, "loss_rpn_loc": 0.058947800658643246, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027764388462871, "mask_rcnn/false_negative": 0.09125788217636327, "mask_rcnn/false_positive": 0.10841542924583361, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9536388129927218, "total_loss": 0.7559262925060466}
{"data_time": 0.013159487396478653, "eta_seconds": 116655.22659178823, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.296104772938261, "fast_rcnn/fg_cls_accuracy": 0.6647839635644514, "iteration": 153119, "loss_box_reg": 0.22032243944704533, "loss_cls": 0.1775220027193427, "loss_mask": 0.24500751495361328, "loss_rpn_cls": 0.02989918796811253, "loss_rpn_loc": 0.06891814968548715, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006367711798055, "mask_rcnn/false_negative": 0.08890710225214572, "mask_rcnn/false_positive": 0.11495274187433091, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0289085356052965, "total_loss": 0.7469103562179953}
{"data_time": 0.013866312569007277, "eta_seconds": 116578.46473011188, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2597350461661983, "fast_rcnn/fg_cls_accuracy": 0.700291248670889, "iteration": 153139, "loss_box_reg": 0.20569762028753757, "loss_cls": 0.16160270478576422, "loss_mask": 0.2371377982199192, "loss_rpn_cls": 0.03857459616847336, "loss_rpn_loc": 0.06498966389335692, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063734158838567, "mask_rcnn/false_negative": 0.07987638738829869, "mask_rcnn/false_positive": 0.11004479320895699, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9539254414848983, "total_loss": 0.7231533096637577}
{"data_time": 0.015283146407455206, "eta_seconds": 116503.57130749151, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24479066733182392, "fast_rcnn/fg_cls_accuracy": 0.7171296414607344, "iteration": 153159, "loss_box_reg": 0.189583171159029, "loss_cls": 0.1641394281759858, "loss_mask": 0.24379081092774868, "loss_rpn_cls": 0.0291220776271075, "loss_rpn_loc": 0.05722704774234444, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077548695563589, "mask_rcnn/false_negative": 0.08120577098461054, "mask_rcnn/false_positive": 0.11091116513346189, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9675183375366032, "total_loss": 0.6946942374343053}
{"data_time": 0.016740286024287343, "eta_seconds": 116525.85522710346, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28388544752670797, "fast_rcnn/fg_cls_accuracy": 0.6774986260500903, "iteration": 153179, "loss_box_reg": 0.20163805410265923, "loss_cls": 0.17847856134176254, "loss_mask": 0.2274815570563078, "loss_rpn_cls": 0.02980666415533051, "loss_rpn_loc": 0.0710628357483074, "lr": 0.0001, "mask_rcnn/accuracy": 0.9098973809018303, "mask_rcnn/false_negative": 0.07614460084583656, "mask_rcnn/false_positive": 0.1030490315682619, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0100528541952372, "total_loss": 0.7175223106169142}
{"data_time": 0.020551335532218218, "eta_seconds": 116505.90558573604, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2662947739283617, "fast_rcnn/fg_cls_accuracy": 0.7118998148064501, "iteration": 153199, "loss_box_reg": 0.1994780618697405, "loss_cls": 0.17496003303676844, "loss_mask": 0.23424166440963745, "loss_rpn_cls": 0.03494305955246091, "loss_rpn_loc": 0.057797872461378574, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981124904123599, "mask_rcnn/false_negative": 0.08517305122746877, "mask_rcnn/false_positive": 0.12179593462214244, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0043755110818893, "total_loss": 0.7107569447252899}
{"data_time": 0.014994882512837648, "eta_seconds": 116338.07726959232, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.38795942405230643, "fast_rcnn/fg_cls_accuracy": 0.6014398692339127, "iteration": 153219, "loss_box_reg": 0.19839626271277666, "loss_cls": 0.17326051834970713, "loss_mask": 0.24714310839772224, "loss_rpn_cls": 0.03731339983642101, "loss_rpn_loc": 0.0821356400847435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996863694220008, "mask_rcnn/false_negative": 0.09355580456340676, "mask_rcnn/false_positive": 0.10431535258046294, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9836727988440543, "total_loss": 0.7583970930136275}
{"data_time": 0.014851188519969583, "eta_seconds": 116312.18958553858, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3144979919678715, "fast_rcnn/fg_cls_accuracy": 0.63841642228739, "iteration": 153239, "loss_box_reg": 0.21085149236023426, "loss_cls": 0.17549863317981362, "loss_mask": 0.23277408070862293, "loss_rpn_cls": 0.03209739946760237, "loss_rpn_loc": 0.08245749480556697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984202447212651, "mask_rcnn/false_negative": 0.08526602218691579, "mask_rcnn/false_positive": 0.1261671815563038, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9745417579542845, "total_loss": 0.7195365428342484}
{"data_time": 0.01871693739667535, "eta_seconds": 116139.15516613983, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3109239893159491, "fast_rcnn/fg_cls_accuracy": 0.6489137086903305, "iteration": 153259, "loss_box_reg": 0.21251805685460567, "loss_cls": 0.16273964941501617, "loss_mask": 0.2286390494555235, "loss_rpn_cls": 0.0313858762383461, "loss_rpn_loc": 0.07331123115727678, "lr": 0.0001, "mask_rcnn/accuracy": 0.894863284762121, "mask_rcnn/false_negative": 0.09642340540899844, "mask_rcnn/false_positive": 0.11043927285799937, "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": 0.982232125941664, "total_loss": 0.7112893571611494}
{"data_time": 0.015165880089625716, "eta_seconds": 116181.78435571492, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2748456790123457, "fast_rcnn/fg_cls_accuracy": 0.6969938107869142, "iteration": 153279, "loss_box_reg": 0.22174824588000774, "loss_cls": 0.18153852224349976, "loss_mask": 0.2368376711383462, "loss_rpn_cls": 0.03453317959792912, "loss_rpn_loc": 0.06302017776761204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913772239665096, "mask_rcnn/false_negative": 0.10007510679207904, "mask_rcnn/false_positive": 0.11689875902147985, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0244550060015172, "total_loss": 0.7781844661803916}
{"data_time": 0.01508332951925695, "eta_seconds": 116142.16127498075, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28440241228070173, "fast_rcnn/fg_cls_accuracy": 0.6717528216000499, "iteration": 153299, "loss_box_reg": 0.21602682303637266, "loss_cls": 0.18601431231945753, "loss_mask": 0.2420221110805869, "loss_rpn_cls": 0.04053746839053929, "loss_rpn_loc": 0.07093136012554169, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003049426764483, "mask_rcnn/false_negative": 0.08452846309754691, "mask_rcnn/false_positive": 0.11682117393046229, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9791565453633666, "total_loss": 0.7628027608152479}
{"data_time": 0.016136905876919627, "eta_seconds": 116052.30683394708, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27348300793255864, "fast_rcnn/fg_cls_accuracy": 0.6953053696379677, "iteration": 153319, "loss_box_reg": 0.2027659611776471, "loss_cls": 0.16077359579503536, "loss_mask": 0.2327210959047079, "loss_rpn_cls": 0.03430885018315166, "loss_rpn_loc": 0.08582798950374126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943982785549522, "mask_rcnn/false_negative": 0.08847506857347295, "mask_rcnn/false_positive": 0.11616808860004636, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9797162585891783, "total_loss": 0.7414720866945572}
{"data_time": 0.018410989083349705, "eta_seconds": 116054.08901424613, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3258462848626783, "fast_rcnn/fg_cls_accuracy": 0.655922077922078, "iteration": 153339, "loss_box_reg": 0.2156138364225626, "loss_cls": 0.17112190928310156, "loss_mask": 0.2386763710528612, "loss_rpn_cls": 0.03652629756834358, "loss_rpn_loc": 0.05827982694609091, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964576501632642, "mask_rcnn/false_negative": 0.09882637841868758, "mask_rcnn/false_positive": 0.11579670535569256, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.012821978656575, "total_loss": 0.7465149774798192}
{"data_time": 0.019548291573300958, "eta_seconds": 116082.44808152318, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27086905738214173, "fast_rcnn/fg_cls_accuracy": 0.6727472527472528, "iteration": 153359, "loss_box_reg": 0.2147880382835865, "loss_cls": 0.18370886705815792, "loss_mask": 0.24206186272203922, "loss_rpn_cls": 0.0312807213049382, "loss_rpn_loc": 0.06958237360231578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951756226527977, "mask_rcnn/false_negative": 0.09798662290692098, "mask_rcnn/false_positive": 0.11172431179132457, "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": 1.0123299844563007, "total_loss": 0.7682937482604757}
{"data_time": 0.017530006356537342, "eta_seconds": 116172.72652848158, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26799886621315194, "fast_rcnn/fg_cls_accuracy": 0.7221215780998389, "iteration": 153379, "loss_box_reg": 0.20518557354807854, "loss_cls": 0.17656055372208357, "loss_mask": 0.2279485985636711, "loss_rpn_cls": 0.03224512540327851, "loss_rpn_loc": 0.07817296477151103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995602688386599, "mask_rcnn/false_negative": 0.09003585495464947, "mask_rcnn/false_positive": 0.10351909211971894, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0212564747780561, "total_loss": 0.7362668344285339}
{"data_time": 0.014903653645887971, "eta_seconds": 116062.33769599348, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23700044903457568, "fast_rcnn/fg_cls_accuracy": 0.7077068307458267, "iteration": 153399, "loss_box_reg": 0.21161987073719501, "loss_cls": 0.16880195401608944, "loss_mask": 0.23256813175976276, "loss_rpn_cls": 0.03150033310521394, "loss_rpn_loc": 0.07133664621505886, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060161640454292, "mask_rcnn/false_negative": 0.08995345207748652, "mask_rcnn/false_positive": 0.10674650465397868, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9561098995618522, "total_loss": 0.7743758433498442}
{"data_time": 0.01581587386317551, "eta_seconds": 115974.5045198081, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.26399214841578655, "fast_rcnn/fg_cls_accuracy": 0.7021897810218978, "iteration": 153419, "loss_box_reg": 0.21841539163142443, "loss_cls": 0.17556477710604668, "loss_mask": 0.22578508034348488, "loss_rpn_cls": 0.03628068836405873, "loss_rpn_loc": 0.08459380269050598, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081510944072285, "mask_rcnn/false_negative": 0.07470106618516252, "mask_rcnn/false_positive": 0.1085299370543247, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9907533095683903, "total_loss": 0.7014439332997426}
{"data_time": 0.016396661521866918, "eta_seconds": 115963.83763028309, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.28890525282277857, "fast_rcnn/fg_cls_accuracy": 0.6457208732090249, "iteration": 153439, "loss_box_reg": 0.20321398321539164, "loss_cls": 0.1630268171429634, "loss_mask": 0.2302655726671219, "loss_rpn_cls": 0.026290456560673192, "loss_rpn_loc": 0.06309739779680967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977890088405192, "mask_rcnn/false_negative": 0.0837886606720932, "mask_rcnn/false_positive": 0.11226302735042654, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0050445480737835, "total_loss": 0.7075563623802736}
{"data_time": 0.01568828080780804, "eta_seconds": 115982.92609242722, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2916382058287796, "fast_rcnn/fg_cls_accuracy": 0.6885620617430106, "iteration": 153459, "loss_box_reg": 0.2180727683007717, "loss_cls": 0.16981235798448324, "loss_mask": 0.2351438794285059, "loss_rpn_cls": 0.041199126513674855, "loss_rpn_loc": 0.0705385870533064, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026061491014726, "mask_rcnn/false_negative": 0.09042696436994793, "mask_rcnn/false_positive": 0.08676600084193087, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.000625055283308, "total_loss": 0.7399650575825945}
{"data_time": 0.015448960475623608, "eta_seconds": 115934.37000875361, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3256919099756691, "fast_rcnn/fg_cls_accuracy": 0.631131458469588, "iteration": 153479, "loss_box_reg": 0.20895021595060825, "loss_cls": 0.17250595428049564, "loss_mask": 0.24143240973353386, "loss_rpn_cls": 0.038601736072450876, "loss_rpn_loc": 0.07236173888668418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911727257579056, "mask_rcnn/false_negative": 0.08418132700636832, "mask_rcnn/false_positive": 0.12568364795869222, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.006205643992871, "total_loss": 0.7604028575588018}
{"data_time": 0.01499803434126079, "eta_seconds": 115894.92002537008, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2150967698200183, "fast_rcnn/fg_cls_accuracy": 0.7562573853260286, "iteration": 153499, "loss_box_reg": 0.21444451250135899, "loss_cls": 0.17681272327899933, "loss_mask": 0.23601114191114902, "loss_rpn_cls": 0.03555751912062988, "loss_rpn_loc": 0.06445876113139093, "lr": 0.0001, "mask_rcnn/accuracy": 0.9139031438852219, "mask_rcnn/false_negative": 0.08443621214118907, "mask_rcnn/false_positive": 0.08892084968268674, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9793199258856475, "total_loss": 0.7281966366572306}
{"data_time": 0.013545683585107327, "eta_seconds": 115860.495711267, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2803780181361302, "fast_rcnn/fg_cls_accuracy": 0.7045508548995298, "iteration": 153519, "loss_box_reg": 0.2114303931593895, "loss_cls": 0.17098855040967464, "loss_mask": 0.23222880251705647, "loss_rpn_cls": 0.031190625159069896, "loss_rpn_loc": 0.07022729748860002, "lr": 0.0001, "mask_rcnn/accuracy": 0.890675970496712, "mask_rcnn/false_negative": 0.10412604288583932, "mask_rcnn/false_positive": 0.1211762647396859, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.011353773996234, "total_loss": 0.7368867732584476}
{"data_time": 0.014187998371198773, "eta_seconds": 115840.60208219569, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3211617317803326, "fast_rcnn/fg_cls_accuracy": 0.6596182949386246, "iteration": 153539, "loss_box_reg": 0.21152516826987267, "loss_cls": 0.17604404408484697, "loss_mask": 0.2350127212703228, "loss_rpn_cls": 0.04145991872064769, "loss_rpn_loc": 0.0754135058959946, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980650016061085, "mask_rcnn/false_negative": 0.09500007049429655, "mask_rcnn/false_positive": 0.11635960955249444, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0038750357925892, "total_loss": 0.7436833188403398}
{"data_time": 0.018696511164307594, "eta_seconds": 115844.45138701238, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28919860627177696, "fast_rcnn/fg_cls_accuracy": 0.670478194077628, "iteration": 153559, "loss_box_reg": 0.20137450378388166, "loss_cls": 0.1563892299309373, "loss_mask": 0.24499587900936604, "loss_rpn_cls": 0.03281617013271898, "loss_rpn_loc": 0.07278757949825376, "lr": 0.0001, "mask_rcnn/accuracy": 0.901102800135859, "mask_rcnn/false_negative": 0.10086306832739031, "mask_rcnn/false_positive": 0.11256126929399665, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9814428752288222, "total_loss": 0.7418023950885981}
{"data_time": 0.021779553033411503, "eta_seconds": 115824.55367980059, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2915383610473471, "fast_rcnn/fg_cls_accuracy": 0.6604438802043502, "iteration": 153579, "loss_box_reg": 0.2370261736214161, "loss_cls": 0.18511588498950005, "loss_mask": 0.22984107583761215, "loss_rpn_cls": 0.037207534071058035, "loss_rpn_loc": 0.0873240230139345, "lr": 0.0001, "mask_rcnn/accuracy": 0.900413681097439, "mask_rcnn/false_negative": 0.09091730398003496, "mask_rcnn/false_positive": 0.11306990013811768, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0036157118156552, "total_loss": 0.801635441603139}
{"data_time": 0.017784060444682837, "eta_seconds": 115773.81312539801, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3156853989921541, "fast_rcnn/fg_cls_accuracy": 0.6571518357513224, "iteration": 153599, "loss_box_reg": 0.20822608098387718, "loss_cls": 0.1776362406089902, "loss_mask": 0.23847782611846924, "loss_rpn_cls": 0.03275515988934785, "loss_rpn_loc": 0.07226851466111839, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986121894409937, "mask_rcnn/false_negative": 0.08674819083499116, "mask_rcnn/false_positive": 0.12604140339301947, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9738814141601324, "total_loss": 0.7334330934099853}
{"data_time": 0.022861072327941656, "eta_seconds": 115735.33811787143, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2701928872814949, "fast_rcnn/fg_cls_accuracy": 0.6761623399192578, "iteration": 153619, "loss_box_reg": 0.2104958975687623, "loss_cls": 0.17068441584706306, "loss_mask": 0.2384774424135685, "loss_rpn_cls": 0.030819487874396145, "loss_rpn_loc": 0.07312169624492526, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961205238389612, "mask_rcnn/false_negative": 0.08308300174256421, "mask_rcnn/false_positive": 0.1270758560267786, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9913413203321397, "total_loss": 0.734104270581156}
{"data_time": 0.01827563950791955, "eta_seconds": 115643.69297868572, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.32130750605326874, "fast_rcnn/fg_cls_accuracy": 0.6586704417639531, "iteration": 153639, "loss_box_reg": 0.2249919530004263, "loss_cls": 0.18781621614471078, "loss_mask": 0.24883815459907055, "loss_rpn_cls": 0.0366509003797546, "loss_rpn_loc": 0.08884839969687164, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870575362385134, "mask_rcnn/false_negative": 0.10136152274539395, "mask_rcnn/false_positive": 0.13179824375207885, "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": 0.9714510918129236, "total_loss": 0.7580767829203978}
{"data_time": 0.025024761678650975, "eta_seconds": 115640.5263870908, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2641975943250745, "fast_rcnn/fg_cls_accuracy": 0.7153435482897992, "iteration": 153659, "loss_box_reg": 0.21854029782116413, "loss_cls": 0.18467204365879297, "loss_mask": 0.2354408409446478, "loss_rpn_cls": 0.028834195341914892, "loss_rpn_loc": 0.07433315552771091, "lr": 0.0001, "mask_rcnn/accuracy": 0.9100079474591246, "mask_rcnn/false_negative": 0.07761577671919404, "mask_rcnn/false_positive": 0.10292862686941424, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0139515248592943, "total_loss": 0.7206040800083429}
{"data_time": 0.018932259874418378, "eta_seconds": 115608.08432996273, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.29843902941631034, "fast_rcnn/fg_cls_accuracy": 0.6597689807290458, "iteration": 153679, "loss_box_reg": 0.21895361226052046, "loss_cls": 0.169217589776963, "loss_mask": 0.23579010926187038, "loss_rpn_cls": 0.033724484441336244, "loss_rpn_loc": 0.06845751171931624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994598872554818, "mask_rcnn/false_negative": 0.0891478392005115, "mask_rcnn/false_positive": 0.1179442534029479, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.011659420793876, "total_loss": 0.743547071237117}
{"data_time": 0.024692748906090856, "eta_seconds": 115619.09719931427, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.35148934925093633, "fast_rcnn/fg_cls_accuracy": 0.5850219976121551, "iteration": 153699, "loss_box_reg": 0.22140825539827347, "loss_cls": 0.1835895786061883, "loss_mask": 0.23435990698635578, "loss_rpn_cls": 0.0385205511120148, "loss_rpn_loc": 0.06136400788091123, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063843799238446, "mask_rcnn/false_negative": 0.0936087942725512, "mask_rcnn/false_positive": 0.10632791931949885, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0028802906163037, "total_loss": 0.7429411688353866}
{"data_time": 0.022813151590526104, "eta_seconds": 115580.88712644763, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27574001393830466, "fast_rcnn/fg_cls_accuracy": 0.6771563797932967, "iteration": 153719, "loss_box_reg": 0.20674150437116623, "loss_cls": 0.16692284937016666, "loss_mask": 0.23353013582527637, "loss_rpn_cls": 0.030678303504828364, "loss_rpn_loc": 0.057012845296412706, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034899376417234, "mask_rcnn/false_negative": 0.08250416975419292, "mask_rcnn/false_positive": 0.11258165076160351, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9837043650913984, "total_loss": 0.700641104253009}
{"data_time": 0.015046148793771863, "eta_seconds": 115484.58932310343, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2919403381428698, "fast_rcnn/fg_cls_accuracy": 0.6567351088627684, "iteration": 153739, "loss_box_reg": 0.21983946673572063, "loss_cls": 0.17364899162203074, "loss_mask": 0.2525037471204996, "loss_rpn_cls": 0.03328575054183602, "loss_rpn_loc": 0.07742630247958004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867354120332862, "mask_rcnn/false_negative": 0.09555574696533276, "mask_rcnn/false_positive": 0.12131283903557652, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9838612314779311, "total_loss": 0.7712021947372705}
{"data_time": 0.015848961425945163, "eta_seconds": 115541.12761935219, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2782922081338454, "fast_rcnn/fg_cls_accuracy": 0.6895401826751941, "iteration": 153759, "loss_box_reg": 0.21391543559730053, "loss_cls": 0.17455219104886055, "loss_mask": 0.23792157508432865, "loss_rpn_cls": 0.03181781491730362, "loss_rpn_loc": 0.10212035127915442, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950912705546618, "mask_rcnn/false_negative": 0.08870869024600084, "mask_rcnn/false_positive": 0.12300966066175921, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.018064507516101, "total_loss": 0.7561980746686459}
{"data_time": 0.016731680603697896, "eta_seconds": 115590.00338367652, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.282884479092842, "fast_rcnn/fg_cls_accuracy": 0.6762443438914028, "iteration": 153779, "loss_box_reg": 0.19927447848021984, "loss_cls": 0.15895729465410113, "loss_mask": 0.22668917663395405, "loss_rpn_cls": 0.03088221396319568, "loss_rpn_loc": 0.060365370474755764, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074660011222502, "mask_rcnn/false_negative": 0.07694980200356417, "mask_rcnn/false_positive": 0.11021741840438007, "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": 1.0171934249810874, "total_loss": 0.6992537857731804}
{"data_time": 0.019029650604352355, "eta_seconds": 115574.88904786296, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3108412534202206, "fast_rcnn/fg_cls_accuracy": 0.6728635034556087, "iteration": 153799, "loss_box_reg": 0.226334810256958, "loss_cls": 0.17345485463738441, "loss_mask": 0.2366342470049858, "loss_rpn_cls": 0.03330009349156171, "loss_rpn_loc": 0.08463012357242405, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008396543748696, "mask_rcnn/false_negative": 0.08383688161531322, "mask_rcnn/false_positive": 0.11311714613165316, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9951880965381861, "total_loss": 0.7685536496574059}
{"data_time": 0.016259029041975737, "eta_seconds": 115475.14517995995, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.31205423345808914, "fast_rcnn/fg_cls_accuracy": 0.665513264129181, "iteration": 153819, "loss_box_reg": 0.22170372493565083, "loss_cls": 0.19169471226632595, "loss_mask": 0.23839313723146915, "loss_rpn_cls": 0.039865667989943177, "loss_rpn_loc": 0.08973288116976619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858101378488746, "mask_rcnn/false_negative": 0.09255977701873089, "mask_rcnn/false_positive": 0.1166297369759329, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9839737701695412, "total_loss": 0.80352736718487}
{"data_time": 0.019486837089061737, "eta_seconds": 115448.95288355649, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.30615717821782173, "fast_rcnn/fg_cls_accuracy": 0.6655810317873894, "iteration": 153839, "loss_box_reg": 0.20708004804328084, "loss_cls": 0.16668903268873692, "loss_mask": 0.23883693479001522, "loss_rpn_cls": 0.03331042540958151, "loss_rpn_loc": 0.08336656668689102, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011289543348298, "mask_rcnn/false_negative": 0.09384080020769137, "mask_rcnn/false_positive": 0.10771460822524606, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9776291979942471, "total_loss": 0.7439995463937521}
{"data_time": 0.013258586637675762, "eta_seconds": 115411.70249855146, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.30564885306264616, "fast_rcnn/fg_cls_accuracy": 0.6735290571497468, "iteration": 153859, "loss_box_reg": 0.2132717464119196, "loss_cls": 0.16616060677915812, "loss_mask": 0.22946089133620262, "loss_rpn_cls": 0.03202800895087421, "loss_rpn_loc": 0.07095600268803537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910621885982924, "mask_rcnn/false_negative": 0.086826186896919, "mask_rcnn/false_positive": 0.12065714669307229, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0065330548677593, "total_loss": 0.7126269123982638}
{"data_time": 0.014514783630147576, "eta_seconds": 115409.1977344919, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2911111111111111, "fast_rcnn/fg_cls_accuracy": 0.6903394618626406, "iteration": 153879, "loss_box_reg": 0.21217327238991857, "loss_cls": 0.1740676132030785, "loss_mask": 0.24361424334347248, "loss_rpn_cls": 0.043624574318528175, "loss_rpn_loc": 0.08511939458549023, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870135075175807, "mask_rcnn/false_negative": 0.10661427750056375, "mask_rcnn/false_positive": 0.11461725927717656, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9587130665313452, "total_loss": 0.7787308995029889}
{"data_time": 0.022316452581435442, "eta_seconds": 115342.03058041167, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29012240734444067, "fast_rcnn/fg_cls_accuracy": 0.7010174456621243, "iteration": 153899, "loss_box_reg": 0.21548018045723438, "loss_cls": 0.17527808248996735, "loss_mask": 0.23983151465654373, "loss_rpn_cls": 0.03842980437912047, "loss_rpn_loc": 0.07482042908668518, "lr": 0.0001, "mask_rcnn/accuracy": 0.89962263293096, "mask_rcnn/false_negative": 0.08546757103105938, "mask_rcnn/false_positive": 0.10749274406913131, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9821030970197171, "total_loss": 0.6936330330790952}
{"data_time": 0.02016270300373435, "eta_seconds": 115375.7518720068, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2736693358455016, "fast_rcnn/fg_cls_accuracy": 0.6839665653495441, "iteration": 153919, "loss_box_reg": 0.21107583306729794, "loss_cls": 0.1731711532920599, "loss_mask": 0.24280954338610172, "loss_rpn_cls": 0.028465081937611103, "loss_rpn_loc": 0.07113164919428527, "lr": 0.0001, "mask_rcnn/accuracy": 0.9090403596120402, "mask_rcnn/false_negative": 0.08383238397179957, "mask_rcnn/false_positive": 0.10188381275238562, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0142247471958399, "total_loss": 0.737141773570329}
{"data_time": 0.023684391984716058, "eta_seconds": 115332.20416722819, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.343142931858936, "fast_rcnn/fg_cls_accuracy": 0.6309538289384061, "iteration": 153939, "loss_box_reg": 0.20444729179143906, "loss_cls": 0.17099433671683073, "loss_mask": 0.24176487140357494, "loss_rpn_cls": 0.033261387958191335, "loss_rpn_loc": 0.07523012906312943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981528093830677, "mask_rcnn/false_negative": 0.07829686007916928, "mask_rcnn/false_positive": 0.12370465793145696, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0144009583164006, "total_loss": 0.749374748324044}
{"data_time": 0.014741036808118224, "eta_seconds": 115261.39695759863, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.26721492208217873, "fast_rcnn/fg_cls_accuracy": 0.6892002622091118, "iteration": 153959, "loss_box_reg": 0.21419093571603298, "loss_cls": 0.18541509751230478, "loss_mask": 0.23313579335808754, "loss_rpn_cls": 0.03373190760612488, "loss_rpn_loc": 0.07607407777686603, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978507188640079, "mask_rcnn/false_negative": 0.08215298794712006, "mask_rcnn/false_positive": 0.11087327042186548, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9685592106543481, "total_loss": 0.7292056417791173}
{"data_time": 0.014840368647128344, "eta_seconds": 115262.55286769476, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.29740897922716103, "fast_rcnn/fg_cls_accuracy": 0.6888795899152631, "iteration": 153979, "loss_box_reg": 0.21673245541751385, "loss_cls": 0.17371428571641445, "loss_mask": 0.24125116132199764, "loss_rpn_cls": 0.03149704937823117, "loss_rpn_loc": 0.07809813949279487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973667041963413, "mask_rcnn/false_negative": 0.08577187353599783, "mask_rcnn/false_positive": 0.11277386205121498, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9663667164277285, "total_loss": 0.7363122074166313}
{"data_time": 0.02211529784835875, "eta_seconds": 115249.04336687177, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31454542152482656, "fast_rcnn/fg_cls_accuracy": 0.6626785714285715, "iteration": 153999, "loss_box_reg": 0.21474953554570675, "loss_cls": 0.16346100345253944, "loss_mask": 0.2340490221977234, "loss_rpn_cls": 0.02733094949508086, "loss_rpn_loc": 0.05032178258989006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935153935065657, "mask_rcnn/false_negative": 0.10151116636575998, "mask_rcnn/false_positive": 0.12964313865284732, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9982233950868249, "total_loss": 0.7121501390938647}
{"data_time": 0.014925786294043064, "eta_seconds": 115218.49590398837, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3135089856838258, "fast_rcnn/fg_cls_accuracy": 0.6613334337236005, "iteration": 154019, "loss_box_reg": 0.23430270608514547, "loss_cls": 0.18893592059612274, "loss_mask": 0.2549275793135166, "loss_rpn_cls": 0.03682472393848002, "loss_rpn_loc": 0.07954438263550401, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922803303151605, "mask_rcnn/false_negative": 0.09574252452345489, "mask_rcnn/false_positive": 0.12712929912713938, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9820935279130936, "total_loss": 0.7949176480760798}
{"data_time": 0.014506818959489465, "eta_seconds": 115154.35484026559, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.2469996508684647, "fast_rcnn/fg_cls_accuracy": 0.7304900181488203, "iteration": 154039, "loss_box_reg": 0.1998373344540596, "loss_cls": 0.15877359081059694, "loss_mask": 0.23962382227182388, "loss_rpn_cls": 0.03430557553656399, "loss_rpn_loc": 0.07170934695750475, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066907461763538, "mask_rcnn/false_negative": 0.08771315977218844, "mask_rcnn/false_positive": 0.09696244763475063, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9958958751522005, "total_loss": 0.7223283884814009}
{"data_time": 0.015055856434628367, "eta_seconds": 115189.4317927165, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.264513211070746, "fast_rcnn/fg_cls_accuracy": 0.721892396752298, "iteration": 154059, "loss_box_reg": 0.20961509551852942, "loss_cls": 0.16799007635563612, "loss_mask": 0.24018344841897488, "loss_rpn_cls": 0.03551269508898258, "loss_rpn_loc": 0.06532357633113861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920011587759875, "mask_rcnn/false_negative": 0.0929655839643455, "mask_rcnn/false_positive": 0.11661115648339712, "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": 1.012403239728883, "total_loss": 0.7209269781596959}
{"data_time": 0.018481510458514094, "eta_seconds": 115142.20213137567, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.28311246545248386, "fast_rcnn/fg_cls_accuracy": 0.7001251933132042, "iteration": 154079, "loss_box_reg": 0.20659310556948185, "loss_cls": 0.16885478608310223, "loss_mask": 0.22892003320157528, "loss_rpn_cls": 0.029913699603639543, "loss_rpn_loc": 0.0585301878163591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896962982273201, "mask_rcnn/false_negative": 0.11694177631388934, "mask_rcnn/false_positive": 0.10706463346895154, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9695801308844239, "total_loss": 0.7189018379431218}
{"data_time": 0.013558108359575272, "eta_seconds": 115139.02116979007, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.31378424657534243, "fast_rcnn/fg_cls_accuracy": 0.6757990867579908, "iteration": 154099, "loss_box_reg": 0.21402926836162806, "loss_cls": 0.17449789680540562, "loss_mask": 0.24113629199564457, "loss_rpn_cls": 0.036361806793138385, "loss_rpn_loc": 0.06997805275022984, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014238740050475, "mask_rcnn/false_negative": 0.08914665391371224, "mask_rcnn/false_positive": 0.11703762711315491, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9680295430589467, "total_loss": 0.735837931977585}
{"data_time": 0.015124181751161814, "eta_seconds": 114930.3910816554, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3045057471264368, "fast_rcnn/fg_cls_accuracy": 0.6517710532488857, "iteration": 154119, "loss_box_reg": 0.22806391026824713, "loss_cls": 0.1696956604719162, "loss_mask": 0.2525846976786852, "loss_rpn_cls": 0.032821586704812944, "loss_rpn_loc": 0.06647747103124857, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021314233326225, "mask_rcnn/false_negative": 0.08712403534145266, "mask_rcnn/false_positive": 0.11294039468571183, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9533009538426995, "total_loss": 0.7626658247318119}
{"data_time": 0.013779332861304283, "eta_seconds": 114998.19498063996, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3008149613717731, "fast_rcnn/fg_cls_accuracy": 0.6819246327443049, "iteration": 154139, "loss_box_reg": 0.20848965272307396, "loss_cls": 0.1846298584714532, "loss_mask": 0.23324270732700825, "loss_rpn_cls": 0.0331899079028517, "loss_rpn_loc": 0.07316035887924954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976576138804386, "mask_rcnn/false_negative": 0.09292263007447918, "mask_rcnn/false_positive": 0.11296610861580986, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.033060354879126, "total_loss": 0.7227484884206206}
{"data_time": 0.015830053947865963, "eta_seconds": 115090.07916912436, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.29729606165501926, "fast_rcnn/fg_cls_accuracy": 0.6954451345755693, "iteration": 154159, "loss_box_reg": 0.20934603177011013, "loss_cls": 0.17664113827049732, "loss_mask": 0.22810442931950092, "loss_rpn_cls": 0.02962919240235351, "loss_rpn_loc": 0.0565964300185442, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026325170896281, "mask_rcnn/false_negative": 0.08619313697984443, "mask_rcnn/false_positive": 0.10157212460507839, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.998475797008723, "total_loss": 0.7166637743357569}
{"data_time": 0.02835594560019672, "eta_seconds": 115117.32927132864, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23470216447159353, "fast_rcnn/fg_cls_accuracy": 0.7195789356117719, "iteration": 154179, "loss_box_reg": 0.2166232606396079, "loss_cls": 0.18150665517896414, "loss_mask": 0.23369023855775595, "loss_rpn_cls": 0.03251479601021856, "loss_rpn_loc": 0.07135149871464819, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034453868972527, "mask_rcnn/false_negative": 0.08594169111678616, "mask_rcnn/false_positive": 0.1117135704271461, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0320761199109256, "total_loss": 0.712920342804864}
{"data_time": 0.014905788004398346, "eta_seconds": 115050.33811968751, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3164961433033722, "fast_rcnn/fg_cls_accuracy": 0.6626185593437579, "iteration": 154199, "loss_box_reg": 0.22625470906496048, "loss_cls": 0.1752091757953167, "loss_mask": 0.24514197930693626, "loss_rpn_cls": 0.03717816679272801, "loss_rpn_loc": 0.06701366067864001, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037471142556703, "mask_rcnn/false_negative": 0.08390294958934513, "mask_rcnn/false_positive": 0.11959709833402252, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9897933229804039, "total_loss": 0.7348616148810834}
{"data_time": 0.01587558607570827, "eta_seconds": 115078.10286886059, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2757685352622061, "fast_rcnn/fg_cls_accuracy": 0.683455878383485, "iteration": 154219, "loss_box_reg": 0.22573299519717693, "loss_cls": 0.17960595712065697, "loss_mask": 0.2320216167718172, "loss_rpn_cls": 0.033053906401619315, "loss_rpn_loc": 0.0818034871481359, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054928369299393, "mask_rcnn/false_negative": 0.09172739147216982, "mask_rcnn/false_positive": 0.11040879012890589, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0053407570812851, "total_loss": 0.761419173097238}
{"data_time": 0.01498376950621605, "eta_seconds": 115115.42435666546, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.28372024395042295, "fast_rcnn/fg_cls_accuracy": 0.6791178854655, "iteration": 154239, "loss_box_reg": 0.2096254164353013, "loss_cls": 0.17117947060614824, "loss_mask": 0.235372893512249, "loss_rpn_cls": 0.026694819563999772, "loss_rpn_loc": 0.05492806795518845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911702052102306, "mask_rcnn/false_negative": 0.1032147874773435, "mask_rcnn/false_positive": 0.10839062176401723, "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": 1.0158545719459653, "total_loss": 0.7007505988003686}
{"data_time": 0.011916603660210967, "eta_seconds": 115114.94852517731, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34372134381860114, "fast_rcnn/fg_cls_accuracy": 0.6479906756845493, "iteration": 154259, "loss_box_reg": 0.21890529617667198, "loss_cls": 0.1795590203255415, "loss_mask": 0.24723388068377972, "loss_rpn_cls": 0.03758228663355112, "loss_rpn_loc": 0.086859978036955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8791525304283155, "mask_rcnn/false_negative": 0.10971334122422688, "mask_rcnn/false_positive": 0.12274512218141481, "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": 0.9987546333577484, "total_loss": 0.7709218454547226}
{"data_time": 0.027042070403695107, "eta_seconds": 115090.10252249427, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.251324290851575, "fast_rcnn/fg_cls_accuracy": 0.706641598400406, "iteration": 154279, "loss_box_reg": 0.21164325438439846, "loss_cls": 0.18934587109833956, "loss_mask": 0.24166787788271904, "loss_rpn_cls": 0.03171272831968963, "loss_rpn_loc": 0.07482173899188638, "lr": 0.0001, "mask_rcnn/accuracy": 0.898604922712777, "mask_rcnn/false_negative": 0.08175941069382234, "mask_rcnn/false_positive": 0.12437161306015121, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.997019259724766, "total_loss": 0.7367748310789466}
{"data_time": 0.023823037976399064, "eta_seconds": 115062.63426016085, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30619729289207, "fast_rcnn/fg_cls_accuracy": 0.6716638592551001, "iteration": 154299, "loss_box_reg": 0.21298247948288918, "loss_cls": 0.17169700097292662, "loss_mask": 0.23673316463828087, "loss_rpn_cls": 0.035923565446864814, "loss_rpn_loc": 0.06825667060911655, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901214162006821, "mask_rcnn/false_negative": 0.10352355651509554, "mask_rcnn/false_positive": 0.12376218046467914, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9875239669345319, "total_loss": 0.7445946749066934}
{"data_time": 0.01588457264006138, "eta_seconds": 115167.22562849522, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24933155080213903, "fast_rcnn/fg_cls_accuracy": 0.7372159090909092, "iteration": 154319, "loss_box_reg": 0.21861256565898657, "loss_cls": 0.18263298273086548, "loss_mask": 0.22585922852158546, "loss_rpn_cls": 0.03361263556871563, "loss_rpn_loc": 0.07009739219211042, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052867240646258, "mask_rcnn/false_negative": 0.09101757752121897, "mask_rcnn/false_positive": 0.10372363195744923, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0705567225813866, "total_loss": 0.7238534223288298}
{"data_time": 0.011084266472607851, "eta_seconds": 115136.07939649839, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32327327327327327, "fast_rcnn/fg_cls_accuracy": 0.6599030641583833, "iteration": 154339, "loss_box_reg": 0.22756734304130077, "loss_cls": 0.17115363432094455, "loss_mask": 0.2472876589745283, "loss_rpn_cls": 0.036593629454728216, "loss_rpn_loc": 0.08148715272545815, "lr": 0.0001, "mask_rcnn/accuracy": 0.883827408173016, "mask_rcnn/false_negative": 0.10198450509542922, "mask_rcnn/false_positive": 0.12551392813872125, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.0006632732693106, "total_loss": 0.7647243048413657}
{"data_time": 0.01815771497786045, "eta_seconds": 115116.16999317892, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3009659687979953, "fast_rcnn/fg_cls_accuracy": 0.684423247918519, "iteration": 154359, "loss_box_reg": 0.2046263124793768, "loss_cls": 0.16347394278272986, "loss_mask": 0.23529898561537266, "loss_rpn_cls": 0.03131224028766155, "loss_rpn_loc": 0.07805833360180259, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964581531221971, "mask_rcnn/false_negative": 0.08411335515653505, "mask_rcnn/false_positive": 0.11532229013894207, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0218463013879955, "total_loss": 0.7160387828480452}
{"data_time": 0.015560891479253769, "eta_seconds": 114976.20390564669, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3082812827241256, "fast_rcnn/fg_cls_accuracy": 0.6556505167362086, "iteration": 154379, "loss_box_reg": 0.22852058708667755, "loss_cls": 0.18360102968290448, "loss_mask": 0.2381988037377596, "loss_rpn_cls": 0.03433157131075859, "loss_rpn_loc": 0.08440940221771598, "lr": 0.0001, "mask_rcnn/accuracy": 0.888170775806209, "mask_rcnn/false_negative": 0.10333567897482471, "mask_rcnn/false_positive": 0.11840634498799876, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0187185409013182, "total_loss": 0.7540153487352654}
{"data_time": 0.014084618538618088, "eta_seconds": 114970.75571725145, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3611259165358187, "fast_rcnn/fg_cls_accuracy": 0.6189501116902457, "iteration": 154399, "loss_box_reg": 0.20460601523518562, "loss_cls": 0.1547429421916604, "loss_mask": 0.23776648193597794, "loss_rpn_cls": 0.03690874215681106, "loss_rpn_loc": 0.07666601776145399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935660877684062, "mask_rcnn/false_negative": 0.11324649209067283, "mask_rcnn/false_positive": 0.12633161744131644, "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": 0.9542150648776442, "total_loss": 0.7444981038570404}
{"data_time": 0.018934069899842143, "eta_seconds": 114991.4908991009, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.30858726053035557, "fast_rcnn/fg_cls_accuracy": 0.6389698307579101, "iteration": 154419, "loss_box_reg": 0.1980647500604391, "loss_cls": 0.16969965770840645, "loss_mask": 0.23777928203344345, "loss_rpn_cls": 0.0329990895697847, "loss_rpn_loc": 0.07367163966409862, "lr": 0.0001, "mask_rcnn/accuracy": 0.890210996611283, "mask_rcnn/false_negative": 0.09226394773568143, "mask_rcnn/false_positive": 0.12173966110456004, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9887914930004627, "total_loss": 0.7690904643386602}
{"data_time": 0.019168744329363108, "eta_seconds": 114930.97344883718, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3071966693100714, "fast_rcnn/fg_cls_accuracy": 0.6646682807969897, "iteration": 154439, "loss_box_reg": 0.20716642029583454, "loss_cls": 0.1772824665531516, "loss_mask": 0.22781773936003447, "loss_rpn_cls": 0.03436576260719448, "loss_rpn_loc": 0.06625681673176587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958490424824415, "mask_rcnn/false_negative": 0.10109226622694314, "mask_rcnn/false_positive": 0.11139534852166745, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0018720775842667, "total_loss": 0.717494857381098}
{"data_time": 0.01739454106427729, "eta_seconds": 114903.51566481404, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2966611636554395, "fast_rcnn/fg_cls_accuracy": 0.6859214501510574, "iteration": 154459, "loss_box_reg": 0.20873152371495962, "loss_cls": 0.16723647713661194, "loss_mask": 0.24359276238828897, "loss_rpn_cls": 0.029298995854333043, "loss_rpn_loc": 0.07316744653508067, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911717196664, "mask_rcnn/false_negative": 0.09576891334294962, "mask_rcnn/false_positive": 0.12250630039189017, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0009370914194733, "total_loss": 0.7369944148231298}
{"data_time": 0.01549916435033083, "eta_seconds": 114876.76072634757, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26245242951157466, "fast_rcnn/fg_cls_accuracy": 0.6765495600414079, "iteration": 154479, "loss_box_reg": 0.21441494300961494, "loss_cls": 0.1743902461603284, "loss_mask": 0.2517093475908041, "loss_rpn_cls": 0.035323779680766165, "loss_rpn_loc": 0.07019737549126148, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885472641940665, "mask_rcnn/false_negative": 0.09528180739350764, "mask_rcnn/false_positive": 0.1207639044585156, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9940222527366132, "total_loss": 0.747078093350865}
{"data_time": 0.020873554050922394, "eta_seconds": 114856.87209048774, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3065002651816494, "fast_rcnn/fg_cls_accuracy": 0.6649305555555556, "iteration": 154499, "loss_box_reg": 0.21830669697374105, "loss_cls": 0.1712391534820199, "loss_mask": 0.24537786655128002, "loss_rpn_cls": 0.03873886843211949, "loss_rpn_loc": 0.08682285714894533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976782314954621, "mask_rcnn/false_negative": 0.08920905640937354, "mask_rcnn/false_positive": 0.10639836753632459, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9892920847050846, "total_loss": 0.7695019750972278}
{"data_time": 0.021986168809235096, "eta_seconds": 114759.95644441806, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3112380833437409, "fast_rcnn/fg_cls_accuracy": 0.6454973262032087, "iteration": 154519, "loss_box_reg": 0.21069981344044209, "loss_cls": 0.17632793821394444, "loss_mask": 0.23636295460164547, "loss_rpn_cls": 0.02861738996580243, "loss_rpn_loc": 0.0744984420016408, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006665166066427, "mask_rcnn/false_negative": 0.09823708769749429, "mask_rcnn/false_positive": 0.11807961173301716, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9667780457530171, "total_loss": 0.7161145952995867}
{"data_time": 0.018771265167742968, "eta_seconds": 114712.53919947427, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.30608728517752726, "fast_rcnn/fg_cls_accuracy": 0.6588028086048867, "iteration": 154539, "loss_box_reg": 0.21690461039543152, "loss_cls": 0.17892451584339142, "loss_mask": 0.23909800872206688, "loss_rpn_cls": 0.03661688358988613, "loss_rpn_loc": 0.07266970165073872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940672739114988, "mask_rcnn/false_negative": 0.0826962103532577, "mask_rcnn/false_positive": 0.13095746067653388, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9991238638758659, "total_loss": 0.7606288162060082}
{"data_time": 0.01390210841782391, "eta_seconds": 114746.46683905274, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3028189910979229, "fast_rcnn/fg_cls_accuracy": 0.6851781227566404, "iteration": 154559, "loss_box_reg": 0.21276848018169403, "loss_cls": 0.18530306033790112, "loss_mask": 0.24148185178637505, "loss_rpn_cls": 0.03408801695331931, "loss_rpn_loc": 0.07408845820464194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963677890638553, "mask_rcnn/false_negative": 0.09543775591744859, "mask_rcnn/false_positive": 0.1188118690878314, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0005261017940938, "total_loss": 0.7689028915483505}
{"data_time": 0.017724897479638457, "eta_seconds": 114672.79815003742, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3460093259088234, "fast_rcnn/fg_cls_accuracy": 0.6023199365168277, "iteration": 154579, "loss_box_reg": 0.2208987157791853, "loss_cls": 0.18344151694327593, "loss_mask": 0.23806684836745262, "loss_rpn_cls": 0.03880782250780612, "loss_rpn_loc": 0.08163600228726864, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017410677798972, "mask_rcnn/false_negative": 0.07938749588492276, "mask_rcnn/false_positive": 0.12466994237839125, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9930928875692189, "total_loss": 0.7648772958200425}
{"data_time": 0.017587757669389248, "eta_seconds": 114680.86562724784, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26408394051531936, "fast_rcnn/fg_cls_accuracy": 0.7061005401286446, "iteration": 154599, "loss_box_reg": 0.21850194782018661, "loss_cls": 0.1746783722192049, "loss_mask": 0.24172678776085377, "loss_rpn_cls": 0.034481772454455495, "loss_rpn_loc": 0.06924000452272594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848288736605527, "mask_rcnn/false_negative": 0.09442751046501466, "mask_rcnn/false_positive": 0.12440991397525297, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9934817338362336, "total_loss": 0.753917888738215}
{"data_time": 0.013648875057697296, "eta_seconds": 114680.93809667509, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3158263305322129, "fast_rcnn/fg_cls_accuracy": 0.6443982944938617, "iteration": 154619, "loss_box_reg": 0.2153969667851925, "loss_cls": 0.18394968565553427, "loss_mask": 0.23565723188221455, "loss_rpn_cls": 0.036607941845431924, "loss_rpn_loc": 0.059260924346745014, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007978659628646, "mask_rcnn/false_negative": 0.09452255152951838, "mask_rcnn/false_positive": 0.10674045893331155, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.991274178493768, "total_loss": 0.744660118711181}
{"data_time": 0.0137581299059093, "eta_seconds": 114666.94745801389, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.253335308934657, "fast_rcnn/fg_cls_accuracy": 0.7130442156573302, "iteration": 154639, "loss_box_reg": 0.2160565508529544, "loss_cls": 0.17496443912386894, "loss_mask": 0.23750868998467922, "loss_rpn_cls": 0.027954266872256994, "loss_rpn_loc": 0.07122794562019408, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026226366534105, "mask_rcnn/false_negative": 0.08409691465416966, "mask_rcnn/false_positive": 0.10129887481976252, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.977856868179515, "total_loss": 0.7219271726789884}
{"data_time": 0.01607642904855311, "eta_seconds": 114641.18044782896, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.26365472910927457, "fast_rcnn/fg_cls_accuracy": 0.7199013398889667, "iteration": 154659, "loss_box_reg": 0.21121317334473133, "loss_cls": 0.1719430610537529, "loss_mask": 0.22595739364624023, "loss_rpn_cls": 0.032038985984399915, "loss_rpn_loc": 0.07472674094606191, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025470545645843, "mask_rcnn/false_negative": 0.08266030036075023, "mask_rcnn/false_positive": 0.10759627566915976, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0026587853208184, "total_loss": 0.6900294133229181}
{"data_time": 0.018973527941852808, "eta_seconds": 114677.55361729302, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2729219063385438, "fast_rcnn/fg_cls_accuracy": 0.6974261905828592, "iteration": 154679, "loss_box_reg": 0.21610613632947206, "loss_cls": 0.18071854580193758, "loss_mask": 0.2452092245221138, "loss_rpn_cls": 0.037215267308056355, "loss_rpn_loc": 0.06827979418449104, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953024716919578, "mask_rcnn/false_negative": 0.09482589441265742, "mask_rcnn/false_positive": 0.10873688554435296, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.020828693639487, "total_loss": 0.7386495028622448}
{"data_time": 0.016260377364233136, "eta_seconds": 114664.83777179383, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.25482755880483154, "fast_rcnn/fg_cls_accuracy": 0.7361896476729013, "iteration": 154699, "loss_box_reg": 0.18055621813982725, "loss_cls": 0.1564894076436758, "loss_mask": 0.22442055959254503, "loss_rpn_cls": 0.024968280573375523, "loss_rpn_loc": 0.058619130053557456, "lr": 0.0001, "mask_rcnn/accuracy": 0.901382183874128, "mask_rcnn/false_negative": 0.0754307863865509, "mask_rcnn/false_positive": 0.11838827542953669, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0036892797797918, "total_loss": 0.6422048084205016}
{"data_time": 0.014818892581388354, "eta_seconds": 114652.49756993726, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2793829715820094, "fast_rcnn/fg_cls_accuracy": 0.708835001691576, "iteration": 154719, "loss_box_reg": 0.21909010410308838, "loss_cls": 0.17241418547928333, "loss_mask": 0.23391525819897652, "loss_rpn_cls": 0.03211512777488679, "loss_rpn_loc": 0.07831000443547964, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004674693317588, "mask_rcnn/false_negative": 0.0929581242958232, "mask_rcnn/false_positive": 0.10203689917796976, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9775338689796627, "total_loss": 0.715475820179563}
{"data_time": 0.01466481457464397, "eta_seconds": 114673.12027193606, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.31226053639846746, "fast_rcnn/fg_cls_accuracy": 0.6444899321783744, "iteration": 154739, "loss_box_reg": 0.2174162846058607, "loss_cls": 0.17917687771841884, "loss_mask": 0.24631514586508274, "loss_rpn_cls": 0.03279672435019165, "loss_rpn_loc": 0.0751850085798651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948609339569161, "mask_rcnn/false_negative": 0.0897321950729964, "mask_rcnn/false_positive": 0.1193742191791989, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.987062559928745, "total_loss": 0.7549518750165589}
{"data_time": 0.01981230964884162, "eta_seconds": 114511.9340282958, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2608317886932345, "fast_rcnn/fg_cls_accuracy": 0.7147435897435898, "iteration": 154759, "loss_box_reg": 0.21867025550454855, "loss_cls": 0.17882350645959377, "loss_mask": 0.2392786182463169, "loss_rpn_cls": 0.0351845578989014, "loss_rpn_loc": 0.08332129823975265, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970250359759289, "mask_rcnn/false_negative": 0.0870752013052886, "mask_rcnn/false_positive": 0.11363605965916643, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.961576720001176, "total_loss": 0.759035381488502}
{"data_time": 0.019428719067946076, "eta_seconds": 114535.89429638349, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2909582843078742, "fast_rcnn/fg_cls_accuracy": 0.6589477442554386, "iteration": 154779, "loss_box_reg": 0.2152832206338644, "loss_cls": 0.19060736428946257, "loss_mask": 0.24199985526502132, "loss_rpn_cls": 0.03467346751131117, "loss_rpn_loc": 0.084780341188889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944831821617536, "mask_rcnn/false_negative": 0.09470364779058725, "mask_rcnn/false_positive": 0.1203974571986968, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0380189430434257, "total_loss": 0.7229184336028993}
{"data_time": 0.014775612624362111, "eta_seconds": 114443.61724555492, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3079396113843425, "fast_rcnn/fg_cls_accuracy": 0.6809239700072562, "iteration": 154799, "loss_box_reg": 0.19575446285307407, "loss_cls": 0.16562202852219343, "loss_mask": 0.2368745654821396, "loss_rpn_cls": 0.026531778974458575, "loss_rpn_loc": 0.0666395837906748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917012255892972, "mask_rcnn/false_negative": 0.09562687398835318, "mask_rcnn/false_positive": 0.11429334346122044, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9779906654730439, "total_loss": 0.7011700153816491}
{"data_time": 0.016974614234641194, "eta_seconds": 114452.31309770141, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.304042214257268, "fast_rcnn/fg_cls_accuracy": 0.6801075268817205, "iteration": 154819, "loss_box_reg": 0.19743726029992104, "loss_cls": 0.15625794511288404, "loss_mask": 0.24582228809595108, "loss_rpn_cls": 0.0282543046050705, "loss_rpn_loc": 0.07206674362532794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975747547176118, "mask_rcnn/false_negative": 0.09085394420183635, "mask_rcnn/false_positive": 0.10383924220532165, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9882314763963223, "total_loss": 0.7047538089100271}
{"data_time": 0.022247118409723043, "eta_seconds": 114476.25053958967, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3460503955106183, "fast_rcnn/fg_cls_accuracy": 0.6401776384535005, "iteration": 154839, "loss_box_reg": 0.2218878399580717, "loss_cls": 0.18078316701576114, "loss_mask": 0.23627569526433945, "loss_rpn_cls": 0.036754522676346824, "loss_rpn_loc": 0.07389888737816364, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035807615140716, "mask_rcnn/false_negative": 0.09101291046456576, "mask_rcnn/false_positive": 0.10644610908151092, "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": 1.03674404672347, "total_loss": 0.7648975012707524}
{"data_time": 0.014781298581510782, "eta_seconds": 114372.23583529238, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.299000850340136, "fast_rcnn/fg_cls_accuracy": 0.6598639455782312, "iteration": 154859, "loss_box_reg": 0.2347018476575613, "loss_cls": 0.18285149708390236, "loss_mask": 0.23511800821870565, "loss_rpn_cls": 0.03392054117284715, "loss_rpn_loc": 0.0701734583126381, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000750642342195, "mask_rcnn/false_negative": 0.1052481370914865, "mask_rcnn/false_positive": 0.11237506055344061, "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": 0.9810834149830043, "total_loss": 0.7468993801157922}
{"data_time": 0.013626354280859232, "eta_seconds": 114392.69216710702, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3126029018316526, "fast_rcnn/fg_cls_accuracy": 0.6490196078431372, "iteration": 154879, "loss_box_reg": 0.20377663988620043, "loss_cls": 0.17377260606735945, "loss_mask": 0.23903584107756615, "loss_rpn_cls": 0.03710540663450956, "loss_rpn_loc": 0.06899366923607886, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053922832523786, "mask_rcnn/false_negative": 0.0916345431486322, "mask_rcnn/false_positive": 0.10332458470565777, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0295543491374701, "total_loss": 0.7561559580499306}
{"data_time": 0.016312207328155637, "eta_seconds": 114344.95315076783, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2834921292460646, "fast_rcnn/fg_cls_accuracy": 0.6660633484162896, "iteration": 154899, "loss_box_reg": 0.21659585926681757, "loss_cls": 0.1687189694494009, "loss_mask": 0.23648624122142792, "loss_rpn_cls": 0.031844600569456816, "loss_rpn_loc": 0.0700598286348395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929023026736468, "mask_rcnn/false_negative": 0.09013438002175699, "mask_rcnn/false_positive": 0.11541344052736541, "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": 0.9728352644015104, "total_loss": 0.7316982881166041}
{"data_time": 0.019496246241033077, "eta_seconds": 114312.63592083938, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.3306553075236349, "fast_rcnn/fg_cls_accuracy": 0.6473633128437399, "iteration": 154919, "loss_box_reg": 0.21247487142682076, "loss_cls": 0.17244305089116096, "loss_mask": 0.23620778881013393, "loss_rpn_cls": 0.03802414226811379, "loss_rpn_loc": 0.07609163864981383, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960352394820064, "mask_rcnn/false_negative": 0.08341165715102658, "mask_rcnn/false_positive": 0.11696786493050866, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9730011448264122, "total_loss": 0.722933589713648}
{"data_time": 0.014659964013844728, "eta_seconds": 114213.94534938037, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27690796340639773, "fast_rcnn/fg_cls_accuracy": 0.683475343398608, "iteration": 154939, "loss_box_reg": 0.19804884493350983, "loss_cls": 0.1605771193280816, "loss_mask": 0.23112457990646362, "loss_rpn_cls": 0.0288472754182294, "loss_rpn_loc": 0.06040676997508854, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050234129691825, "mask_rcnn/false_negative": 0.08510230927242596, "mask_rcnn/false_positive": 0.10503456971951647, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9739597635343671, "total_loss": 0.6978747453540564}
{"data_time": 0.01562171196565032, "eta_seconds": 114256.85544677079, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30839450404667795, "fast_rcnn/fg_cls_accuracy": 0.6758615673089357, "iteration": 154959, "loss_box_reg": 0.2265374083071947, "loss_cls": 0.18561091367155313, "loss_mask": 0.24007055535912514, "loss_rpn_cls": 0.03321163181681186, "loss_rpn_loc": 0.0689419787377119, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980258374578602, "mask_rcnn/false_negative": 0.08437689197179196, "mask_rcnn/false_positive": 0.10532215690469332, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.00132833304815, "total_loss": 0.781900183414109}
{"data_time": 0.015277351951226592, "eta_seconds": 114293.3239494497, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.29099502260377186, "fast_rcnn/fg_cls_accuracy": 0.6841060450819672, "iteration": 154979, "loss_box_reg": 0.23537611588835716, "loss_cls": 0.18819686956703663, "loss_mask": 0.24122685939073563, "loss_rpn_cls": 0.031836857640882954, "loss_rpn_loc": 0.08846130140591413, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000378231466767, "mask_rcnn/false_negative": 0.08296871540619236, "mask_rcnn/false_positive": 0.11520336129733699, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9982188018038869, "total_loss": 0.7851595053798519}
{"data_time": 0.014822566881775856, "eta_seconds": 114303.24043263681, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.26622706844470645, "fast_rcnn/fg_cls_accuracy": 0.7014552929505732, "iteration": 154999, "loss_box_reg": 0.1999887116253376, "loss_cls": 0.1691638007760048, "loss_mask": 0.23464387468993664, "loss_rpn_cls": 0.02726045751478523, "loss_rpn_loc": 0.06318544712848961, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003334843068209, "mask_rcnn/false_negative": 0.09607228570678512, "mask_rcnn/false_positive": 0.11178325903883443, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0008648231159896, "total_loss": 0.714333113952307}
{"data_time": 0.014500120654702187, "eta_seconds": 114283.36160821375, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3151515151515152, "fast_rcnn/fg_cls_accuracy": 0.6611234294161124, "iteration": 155019, "loss_box_reg": 0.2006444651633501, "loss_cls": 0.17450430151075125, "loss_mask": 0.24121170677244663, "loss_rpn_cls": 0.032664414029568434, "loss_rpn_loc": 0.0605843469966203, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066069057596898, "mask_rcnn/false_negative": 0.08580549019704471, "mask_rcnn/false_positive": 0.09755528053327617, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9857089440338314, "total_loss": 0.7121510618599132}
{"data_time": 0.022109933430328965, "eta_seconds": 114277.43801694363, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25906302286670385, "fast_rcnn/fg_cls_accuracy": 0.6783001211053616, "iteration": 155039, "loss_box_reg": 0.1967566553503275, "loss_cls": 0.15841515269130468, "loss_mask": 0.22567629627883434, "loss_rpn_cls": 0.03128468286013231, "loss_rpn_loc": 0.07263756054453552, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081087412206126, "mask_rcnn/false_negative": 0.07694745027112146, "mask_rcnn/false_positive": 0.10115722821650489, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0086884745396674, "total_loss": 0.6868450245237909}
{"data_time": 0.018933172337710857, "eta_seconds": 114174.24783241935, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.28678165248173537, "fast_rcnn/fg_cls_accuracy": 0.7069339181061567, "iteration": 155059, "loss_box_reg": 0.22453698329627514, "loss_cls": 0.18096510134637356, "loss_mask": 0.24452468194067478, "loss_rpn_cls": 0.036550491116940975, "loss_rpn_loc": 0.072879838058725, "lr": 0.0001, "mask_rcnn/accuracy": 0.899231243982587, "mask_rcnn/false_negative": 0.08296758307917994, "mask_rcnn/false_positive": 0.11052460187825948, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9916726674418896, "total_loss": 0.7850357063580304}
{"data_time": 0.012719714548438787, "eta_seconds": 114265.30974189751, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3019345238095238, "fast_rcnn/fg_cls_accuracy": 0.6905505952380953, "iteration": 155079, "loss_box_reg": 0.20385471731424332, "loss_cls": 0.1668606624007225, "loss_mask": 0.23656985722482204, "loss_rpn_cls": 0.03277747903484851, "loss_rpn_loc": 0.07562922185752541, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996338815320054, "mask_rcnn/false_negative": 0.08955451413852808, "mask_rcnn/false_positive": 0.12451550474021775, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0089181144721806, "total_loss": 0.7354666194296442}
{"data_time": 0.014836144633591175, "eta_seconds": 114174.08208826091, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2669023801310797, "fast_rcnn/fg_cls_accuracy": 0.7175976315904045, "iteration": 155099, "loss_box_reg": 0.21707991790026426, "loss_cls": 0.17624592036008835, "loss_mask": 0.23364398255944252, "loss_rpn_cls": 0.033639983274042606, "loss_rpn_loc": 0.08915755175985396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996399188802323, "mask_rcnn/false_negative": 0.08130419208074195, "mask_rcnn/false_positive": 0.11958050393491912, "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": 0.9602667323779315, "total_loss": 0.7683054814697243}
{"data_time": 0.018334980588406324, "eta_seconds": 114374.3712618947, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27753886533414096, "fast_rcnn/fg_cls_accuracy": 0.7198970321017566, "iteration": 155119, "loss_box_reg": 0.1815461367368698, "loss_cls": 0.15744180139154196, "loss_mask": 0.24084285460412502, "loss_rpn_cls": 0.030471719917841256, "loss_rpn_loc": 0.05600709584541619, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984322849651261, "mask_rcnn/false_negative": 0.09384047623937172, "mask_rcnn/false_positive": 0.1141119431063882, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0042312804143876, "total_loss": 0.6471098133188207}
{"data_time": 0.015671649482101202, "eta_seconds": 114164.08866167534, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2790700770055042, "fast_rcnn/fg_cls_accuracy": 0.6793954439252337, "iteration": 155139, "loss_box_reg": 0.2022565733641386, "loss_cls": 0.1598061267286539, "loss_mask": 0.23681975714862347, "loss_rpn_cls": 0.02844387263758108, "loss_rpn_loc": 0.05245093000121415, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029092765352895, "mask_rcnn/false_negative": 0.09922082516185032, "mask_rcnn/false_positive": 0.09971458809331508, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.955380343599245, "total_loss": 0.6707457277807407}
{"data_time": 0.015798294916749, "eta_seconds": 114114.46115766652, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26944146079484427, "fast_rcnn/fg_cls_accuracy": 0.7005430242272348, "iteration": 155159, "loss_box_reg": 0.21270600939169526, "loss_cls": 0.16378545481711626, "loss_mask": 0.23045520298182964, "loss_rpn_cls": 0.03034737822599709, "loss_rpn_loc": 0.0675293849199079, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026763649335583, "mask_rcnn/false_negative": 0.08596998403890568, "mask_rcnn/false_positive": 0.0989385833855363, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9999698249157518, "total_loss": 0.7235982888378203}
{"data_time": 0.015687746927142143, "eta_seconds": 114038.35311542265, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3363403974602127, "fast_rcnn/fg_cls_accuracy": 0.6290833568009011, "iteration": 155179, "loss_box_reg": 0.21300075575709343, "loss_cls": 0.18295937962830067, "loss_mask": 0.23760098218917847, "loss_rpn_cls": 0.03253700502682477, "loss_rpn_loc": 0.07506339601241052, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006448267514235, "mask_rcnn/false_negative": 0.09310801800096691, "mask_rcnn/false_positive": 0.11289108422064977, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9991203004028648, "total_loss": 0.7520527540473267}
{"data_time": 0.014284270349889994, "eta_seconds": 114045.5173487775, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.273963133640553, "fast_rcnn/fg_cls_accuracy": 0.6796210957501281, "iteration": 155199, "loss_box_reg": 0.20835286006331444, "loss_cls": 0.1640510717406869, "loss_mask": 0.24309821799397469, "loss_rpn_cls": 0.040656692115589976, "loss_rpn_loc": 0.07525994209572673, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001150917628276, "mask_rcnn/false_negative": 0.08948716926667498, "mask_rcnn/false_positive": 0.09440364348671243, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9908833771478385, "total_loss": 0.7500102780759335}
{"data_time": 0.012677427381277084, "eta_seconds": 114013.58891631011, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.30353009259259256, "fast_rcnn/fg_cls_accuracy": 0.6640663787111508, "iteration": 155219, "loss_box_reg": 0.22197391372174025, "loss_cls": 0.17891208920627832, "loss_mask": 0.23293638229370117, "loss_rpn_cls": 0.03472490515559912, "loss_rpn_loc": 0.07270415138918906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998837425595239, "mask_rcnn/false_negative": 0.09917687982233414, "mask_rcnn/false_positive": 0.10875345603911235, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9998717303387821, "total_loss": 0.76105125551112}
{"data_time": 0.01637936127372086, "eta_seconds": 113964.45221216418, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2893667094565683, "fast_rcnn/fg_cls_accuracy": 0.6843702800046474, "iteration": 155239, "loss_box_reg": 0.21629127860069275, "loss_cls": 0.1727284286171198, "loss_mask": 0.2409644741564989, "loss_rpn_cls": 0.034015420475043356, "loss_rpn_loc": 0.0653735171072185, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051504149173598, "mask_rcnn/false_negative": 0.09878504641264735, "mask_rcnn/false_positive": 0.0952960987343498, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9957483394537121, "total_loss": 0.7128788802074268}
{"data_time": 0.013892252463847399, "eta_seconds": 113927.80660538934, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29897060187331914, "fast_rcnn/fg_cls_accuracy": 0.659265632372124, "iteration": 155259, "loss_box_reg": 0.19983499310910702, "loss_cls": 0.16845260746777058, "loss_mask": 0.23544844053685665, "loss_rpn_cls": 0.0330860893955105, "loss_rpn_loc": 0.06996723392512649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885652215865507, "mask_rcnn/false_negative": 0.09675549635419176, "mask_rcnn/false_positive": 0.12959814135633552, "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": 1.0079599304590374, "total_loss": 0.7089483267627656}
{"data_time": 0.015037961769849062, "eta_seconds": 113873.0482704565, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2532996522358224, "fast_rcnn/fg_cls_accuracy": 0.7243687943262411, "iteration": 155279, "loss_box_reg": 0.20773849356919527, "loss_cls": 0.17942565120756626, "loss_mask": 0.23332198336720467, "loss_rpn_cls": 0.044086836744099855, "loss_rpn_loc": 0.07367178960703313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973000902987838, "mask_rcnn/false_negative": 0.07968748970921213, "mask_rcnn/false_positive": 0.11349676754957314, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9901624463964254, "total_loss": 0.7546513907145709}
{"data_time": 0.015934515045955777, "eta_seconds": 113941.36663416866, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3116595801222429, "fast_rcnn/fg_cls_accuracy": 0.6696355165798848, "iteration": 155299, "loss_box_reg": 0.20561892911791801, "loss_cls": 0.15729207126423717, "loss_mask": 0.22825518064200878, "loss_rpn_cls": 0.028138670313637704, "loss_rpn_loc": 0.06733815395273268, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004762989725397, "mask_rcnn/false_negative": 0.08638537300200747, "mask_rcnn/false_positive": 0.11550980142951942, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0087000110652298, "total_loss": 0.7015408335719258}
{"data_time": 0.0224239369854331, "eta_seconds": 113833.34358138032, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3228248331548158, "fast_rcnn/fg_cls_accuracy": 0.6265194757148143, "iteration": 155319, "loss_box_reg": 0.21255203150212765, "loss_cls": 0.16595060657709837, "loss_mask": 0.23236509412527084, "loss_rpn_cls": 0.026898316107690334, "loss_rpn_loc": 0.055692270398139954, "lr": 0.0001, "mask_rcnn/accuracy": 0.888155824142909, "mask_rcnn/false_negative": 0.09101243590742031, "mask_rcnn/false_positive": 0.12295477132750789, "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": 0.9833993925713003, "total_loss": 0.68495208065724}
{"data_time": 0.024381997296586633, "eta_seconds": 113747.16690286528, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.254244167999809, "fast_rcnn/fg_cls_accuracy": 0.7267496000573053, "iteration": 155339, "loss_box_reg": 0.19261520076543093, "loss_cls": 0.16969427559524775, "loss_mask": 0.22603472881019115, "loss_rpn_cls": 0.02685448550619185, "loss_rpn_loc": 0.05552426940994337, "lr": 0.0001, "mask_rcnn/accuracy": 0.901757315421543, "mask_rcnn/false_negative": 0.09458262298293349, "mask_rcnn/false_positive": 0.09503120298383808, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9830055232159793, "total_loss": 0.6562464605667628}
{"data_time": 0.013545114314183593, "eta_seconds": 113722.16670069844, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2471236022283492, "fast_rcnn/fg_cls_accuracy": 0.739624917276861, "iteration": 155359, "loss_box_reg": 0.22271247021853924, "loss_cls": 0.1738219279795885, "loss_mask": 0.2335690762847662, "loss_rpn_cls": 0.031223780242726207, "loss_rpn_loc": 0.07703509274870157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997241810737033, "mask_rcnn/false_negative": 0.08614861365832457, "mask_rcnn/false_positive": 0.10674315397809829, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0045651241671294, "total_loss": 0.7264363368158229}
{"data_time": 0.016355395084246993, "eta_seconds": 113707.4853515299, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27543103448275863, "fast_rcnn/fg_cls_accuracy": 0.6671474358974359, "iteration": 155379, "loss_box_reg": 0.2131054876372218, "loss_cls": 0.18017537519335747, "loss_mask": 0.23065154254436493, "loss_rpn_cls": 0.031522641191259027, "loss_rpn_loc": 0.07496321911457926, "lr": 0.0001, "mask_rcnn/accuracy": 0.898205571730902, "mask_rcnn/false_negative": 0.08711943546410317, "mask_rcnn/false_positive": 0.11180992987338904, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0116170328110456, "total_loss": 0.73912087676581}
{"data_time": 0.016819949494674802, "eta_seconds": 113668.9636463765, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30734153226602445, "fast_rcnn/fg_cls_accuracy": 0.6850388336285598, "iteration": 155399, "loss_box_reg": 0.21708891540765762, "loss_cls": 0.18278298154473305, "loss_mask": 0.23581478279083967, "loss_rpn_cls": 0.03855000832118094, "loss_rpn_loc": 0.08165256539359689, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058056669778024, "mask_rcnn/false_negative": 0.07984243740546675, "mask_rcnn/false_positive": 0.10089026702546736, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9427902987226844, "total_loss": 0.777199576376006}
{"data_time": 0.015252976212650537, "eta_seconds": 113696.71704951674, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2815905793433884, "fast_rcnn/fg_cls_accuracy": 0.6962345802940061, "iteration": 155419, "loss_box_reg": 0.2021947419270873, "loss_cls": 0.16320241708308458, "loss_mask": 0.2361292727291584, "loss_rpn_cls": 0.029152384726330638, "loss_rpn_loc": 0.07301840127911419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895268114686351, "mask_rcnn/false_negative": 0.09609086036553935, "mask_rcnn/false_positive": 0.12623765713268545, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.026592439506203, "total_loss": 0.7258164301747456}
{"data_time": 0.01689452095888555, "eta_seconds": 113706.74606189132, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.26010185339789615, "fast_rcnn/fg_cls_accuracy": 0.7153036313701556, "iteration": 155439, "loss_box_reg": 0.19955638609826565, "loss_cls": 0.15383104840293527, "loss_mask": 0.23046810179948807, "loss_rpn_cls": 0.02619231306016445, "loss_rpn_loc": 0.06480123032815754, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073192324181645, "mask_rcnn/false_negative": 0.08477831914686143, "mask_rcnn/false_positive": 0.10287549255484475, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0169840725138783, "total_loss": 0.6994785395218059}
{"data_time": 0.02191435801796615, "eta_seconds": 113694.37716961373, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24839403973509933, "fast_rcnn/fg_cls_accuracy": 0.7027041045679311, "iteration": 155459, "loss_box_reg": 0.21032796427607536, "loss_cls": 0.16082370560616255, "loss_mask": 0.2421867996454239, "loss_rpn_cls": 0.0330601908499375, "loss_rpn_loc": 0.06754753994755447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884576767746984, "mask_rcnn/false_negative": 0.08922723948473765, "mask_rcnn/false_positive": 0.11822801814787576, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.001827433006838, "total_loss": 0.7126355688087642}
{"data_time": 0.015347254928201437, "eta_seconds": 113697.75827031583, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2782724360714479, "fast_rcnn/fg_cls_accuracy": 0.705670073329869, "iteration": 155479, "loss_box_reg": 0.2255111187696457, "loss_cls": 0.17701272293925285, "loss_mask": 0.237384969368577, "loss_rpn_cls": 0.03575123520568013, "loss_rpn_loc": 0.06935450213495642, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986247049840344, "mask_rcnn/false_negative": 0.09516451093337283, "mask_rcnn/false_positive": 0.10429651651402559, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9985748862382025, "total_loss": 0.7635330191260437}
{"data_time": 0.019420312251895666, "eta_seconds": 113654.67248053756, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2749236440231701, "fast_rcnn/fg_cls_accuracy": 0.6769828085042839, "iteration": 155499, "loss_box_reg": 0.23096395330503583, "loss_cls": 0.17653594072908163, "loss_mask": 0.23435533605515957, "loss_rpn_cls": 0.035800189012661576, "loss_rpn_loc": 0.07256277929991484, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007851069738213, "mask_rcnn/false_negative": 0.08838002346052293, "mask_rcnn/false_positive": 0.10722410476076598, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9829541873186827, "total_loss": 0.7764895284781232}
{"data_time": 0.017167916055768728, "eta_seconds": 113727.62043630704, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2697044334975369, "fast_rcnn/fg_cls_accuracy": 0.6767185905116939, "iteration": 155519, "loss_box_reg": 0.2074622418731451, "loss_cls": 0.1556829372420907, "loss_mask": 0.23719784431159496, "loss_rpn_cls": 0.03593820123933256, "loss_rpn_loc": 0.07291456195525825, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046701719381539, "mask_rcnn/false_negative": 0.09785637024785376, "mask_rcnn/false_positive": 0.09454711071089973, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0023709759116173, "total_loss": 0.7427697667153552}
{"data_time": 0.023142043501138687, "eta_seconds": 113758.89091800433, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2792670292670293, "fast_rcnn/fg_cls_accuracy": 0.6981553537973771, "iteration": 155539, "loss_box_reg": 0.20299981720745564, "loss_cls": 0.16496751317754388, "loss_mask": 0.22943683341145515, "loss_rpn_cls": 0.02979688480263576, "loss_rpn_loc": 0.07110858254600316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989043576128586, "mask_rcnn/false_negative": 0.0896943605744013, "mask_rcnn/false_positive": 0.11058694846739936, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.028734101448208, "total_loss": 0.6920429732417688}
{"data_time": 0.0135921451728791, "eta_seconds": 113752.9055345431, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.29600512855118427, "fast_rcnn/fg_cls_accuracy": 0.6818369617034801, "iteration": 155559, "loss_box_reg": 0.19200162310153246, "loss_cls": 0.1537253842689097, "loss_mask": 0.23114479705691338, "loss_rpn_cls": 0.0282685705460608, "loss_rpn_loc": 0.06339796795509756, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030389064427469, "mask_rcnn/false_negative": 0.09143967710799822, "mask_rcnn/false_positive": 0.10513765063404357, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0146218927111477, "total_loss": 0.657868449576199}
{"data_time": 0.017902854830026627, "eta_seconds": 113757.14635948185, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27475490196078434, "fast_rcnn/fg_cls_accuracy": 0.7072832189644417, "iteration": 155579, "loss_box_reg": 0.22389371879398823, "loss_cls": 0.1782058784738183, "loss_mask": 0.24245768412947655, "loss_rpn_cls": 0.036078684381209314, "loss_rpn_loc": 0.07484452880453318, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899486357042817, "mask_rcnn/false_negative": 0.09709354207801922, "mask_rcnn/false_positive": 0.12012811382618156, "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": 0.9980730039533228, "total_loss": 0.7782771162455902}
{"data_time": 0.023794539971277118, "eta_seconds": 113653.14335543662, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23857900931633652, "fast_rcnn/fg_cls_accuracy": 0.7335897705193509, "iteration": 155599, "loss_box_reg": 0.21049437299370766, "loss_cls": 0.17311990726739168, "loss_mask": 0.236972963437438, "loss_rpn_cls": 0.02814157010288909, "loss_rpn_loc": 0.06538206257391721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988726927194772, "mask_rcnn/false_negative": 0.09635267832688926, "mask_rcnn/false_positive": 0.1069295090720073, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9633020113687962, "total_loss": 0.7322054031537846}
{"data_time": 0.015935993986204267, "eta_seconds": 113655.28751540463, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3261376197818755, "fast_rcnn/fg_cls_accuracy": 0.6496475065957354, "iteration": 155619, "loss_box_reg": 0.21912343986332417, "loss_cls": 0.17207285668700933, "loss_mask": 0.2298142947256565, "loss_rpn_cls": 0.026271638576872647, "loss_rpn_loc": 0.06582489027641714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898209223092357, "mask_rcnn/false_negative": 0.09476135551364351, "mask_rcnn/false_positive": 0.12105197249377023, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9973051054403186, "total_loss": 0.7226920060347766}
{"data_time": 0.012685563648119569, "eta_seconds": 113765.86154043674, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.288777180266542, "fast_rcnn/fg_cls_accuracy": 0.6820285491245679, "iteration": 155639, "loss_box_reg": 0.205761956050992, "loss_cls": 0.17128847166895866, "loss_mask": 0.2352769412100315, "loss_rpn_cls": 0.025969216600060463, "loss_rpn_loc": 0.07109376403968781, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092948886533202, "mask_rcnn/false_negative": 0.08129970586734717, "mask_rcnn/false_positive": 0.09658709625030594, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9945352990180254, "total_loss": 0.7018332160660066}
{"data_time": 0.01348551595583558, "eta_seconds": 113745.96544712782, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2504909497785017, "fast_rcnn/fg_cls_accuracy": 0.7482683554324163, "iteration": 155659, "loss_box_reg": 0.21408057864755392, "loss_cls": 0.16268970351666212, "loss_mask": 0.23669335059821606, "loss_rpn_cls": 0.031012563267722726, "loss_rpn_loc": 0.07747123437002301, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020176818336989, "mask_rcnn/false_negative": 0.0934154452779127, "mask_rcnn/false_positive": 0.10638237424962102, "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": 1.0105718730483204, "total_loss": 0.7609483500709757}
{"data_time": 0.015606668312102556, "eta_seconds": 113568.67198007181, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3639311043566362, "fast_rcnn/fg_cls_accuracy": 0.6208937198067632, "iteration": 155679, "loss_box_reg": 0.21378393843770027, "loss_cls": 0.17236038949340582, "loss_mask": 0.22628917917609215, "loss_rpn_cls": 0.0345146112376824, "loss_rpn_loc": 0.08807864133268595, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002114932064327, "mask_rcnn/false_negative": 0.07712506491629442, "mask_rcnn/false_positive": 0.1181632654767091, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9918408298399299, "total_loss": 0.725588975707069}
{"data_time": 0.013933813432231545, "eta_seconds": 113479.33784751222, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.27391876095850376, "fast_rcnn/fg_cls_accuracy": 0.6702158481819498, "iteration": 155699, "loss_box_reg": 0.2252930048853159, "loss_cls": 0.18617784045636654, "loss_mask": 0.233997892588377, "loss_rpn_cls": 0.03268850140739232, "loss_rpn_loc": 0.0747774166520685, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008709765885887, "mask_rcnn/false_negative": 0.08796810417349876, "mask_rcnn/false_positive": 0.11744100626150979, "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": 0.9619918803218752, "total_loss": 0.7569958255626261}
{"data_time": 0.014172600815072656, "eta_seconds": 113487.77970378287, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25168463611859837, "fast_rcnn/fg_cls_accuracy": 0.7380983126721763, "iteration": 155719, "loss_box_reg": 0.22859531454741955, "loss_cls": 0.18405673187226057, "loss_mask": 0.23374737612903118, "loss_rpn_cls": 0.031818876741454005, "loss_rpn_loc": 0.07275507296435535, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962965133392315, "mask_rcnn/false_negative": 0.09474419797608304, "mask_rcnn/false_positive": 0.11590589310579308, "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": 0.987633238080889, "total_loss": 0.7809723776299506}
{"data_time": 0.014482630649581552, "eta_seconds": 113509.0663089836, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2713631264023934, "fast_rcnn/fg_cls_accuracy": 0.7006669159810521, "iteration": 155739, "loss_box_reg": 0.21930325031280518, "loss_cls": 0.1691150376573205, "loss_mask": 0.23744766786694527, "loss_rpn_cls": 0.03495127439964563, "loss_rpn_loc": 0.0816286220215261, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982744384408151, "mask_rcnn/false_negative": 0.090985020032859, "mask_rcnn/false_positive": 0.0977524134555737, "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": 1.003252247814089, "total_loss": 0.7522495482116938}
{"data_time": 0.024625152349472046, "eta_seconds": 113697.7874033153, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.26309316228671065, "fast_rcnn/fg_cls_accuracy": 0.7210641946200835, "iteration": 155759, "loss_box_reg": 0.2016177112236619, "loss_cls": 0.1621627751737833, "loss_mask": 0.23026412911713123, "loss_rpn_cls": 0.03521189489401877, "loss_rpn_loc": 0.07993327057920396, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055979294074532, "mask_rcnn/false_negative": 0.09228806384089158, "mask_rcnn/false_positive": 0.1078679013107938, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0191592087503523, "total_loss": 0.7339652653899975}
{"data_time": 0.014065783005207777, "eta_seconds": 113472.6020283997, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29302184466019415, "fast_rcnn/fg_cls_accuracy": 0.6739184562713973, "iteration": 155779, "loss_box_reg": 0.21323223505169153, "loss_cls": 0.16364357713609934, "loss_mask": 0.23448018170893192, "loss_rpn_cls": 0.0325434590340592, "loss_rpn_loc": 0.08735695912037045, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023190297001904, "mask_rcnn/false_negative": 0.08519618617429595, "mask_rcnn/false_positive": 0.11750923383350995, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0024633340071887, "total_loss": 0.750813658174593}
{"data_time": 0.015936226351186633, "eta_seconds": 113606.69279396534, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2725904405858463, "fast_rcnn/fg_cls_accuracy": 0.7069642441576771, "iteration": 155799, "loss_box_reg": 0.2134099705144763, "loss_cls": 0.18609656672924757, "loss_mask": 0.24047932773828506, "loss_rpn_cls": 0.03475302126025781, "loss_rpn_loc": 0.08058112161234021, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056809994376624, "mask_rcnn/false_negative": 0.0909297681762938, "mask_rcnn/false_positive": 0.11336313910847831, "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": 0.9832680488470942, "total_loss": 0.764688907249365}
{"data_time": 0.013377770083025098, "eta_seconds": 113638.07217883877, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.262223690166, "fast_rcnn/fg_cls_accuracy": 0.7051227307428543, "iteration": 155819, "loss_box_reg": 0.20246408600360155, "loss_cls": 0.16898253094404936, "loss_mask": 0.24578538723289967, "loss_rpn_cls": 0.03108691005036235, "loss_rpn_loc": 0.07802605640608817, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992131875426224, "mask_rcnn/false_negative": 0.08737814198000943, "mask_rcnn/false_positive": 0.11866911285467774, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.010117658181116, "total_loss": 0.7264098145533353}
{"data_time": 0.017210155492648482, "eta_seconds": 113597.55621626973, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25984777080258226, "fast_rcnn/fg_cls_accuracy": 0.7096174707901336, "iteration": 155839, "loss_box_reg": 0.21439325995743275, "loss_cls": 0.16270997654646635, "loss_mask": 0.23386408388614655, "loss_rpn_cls": 0.02841633011121303, "loss_rpn_loc": 0.06682801665738225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949165979523122, "mask_rcnn/false_negative": 0.08439500332878666, "mask_rcnn/false_positive": 0.11292734205860307, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9928066928405315, "total_loss": 0.7327671844977885}
{"data_time": 0.0171103379689157, "eta_seconds": 113679.56253725104, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27232614669203126, "fast_rcnn/fg_cls_accuracy": 0.6761372368218841, "iteration": 155859, "loss_box_reg": 0.21187962777912617, "loss_cls": 0.1687266919761896, "loss_mask": 0.22399679943919182, "loss_rpn_cls": 0.030492081423290074, "loss_rpn_loc": 0.06786731211468577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976782725213461, "mask_rcnn/false_negative": 0.08753551599784928, "mask_rcnn/false_positive": 0.10591540654370488, "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": 0.9997199412900954, "total_loss": 0.712102041579783}
{"data_time": 0.018359767040237784, "eta_seconds": 113659.49673277326, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2749704685654285, "fast_rcnn/fg_cls_accuracy": 0.7079640918327116, "iteration": 155879, "loss_box_reg": 0.22026684693992138, "loss_cls": 0.1748504489660263, "loss_mask": 0.23605962470173836, "loss_rpn_cls": 0.0334031512029469, "loss_rpn_loc": 0.08537571178749204, "lr": 0.0001, "mask_rcnn/accuracy": 0.904222034678533, "mask_rcnn/false_negative": 0.0889781692845111, "mask_rcnn/false_positive": 0.09858028875419461, "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": 0.9980038141366094, "total_loss": 0.7669662873959169}
{"data_time": 0.015403799014165998, "eta_seconds": 113706.64805383421, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2981258850824068, "fast_rcnn/fg_cls_accuracy": 0.6524301498472829, "iteration": 155899, "loss_box_reg": 0.20003271289169788, "loss_cls": 0.17710878420621157, "loss_mask": 0.22718097269535065, "loss_rpn_cls": 0.028719293884932995, "loss_rpn_loc": 0.07711639232002199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912472517385622, "mask_rcnn/false_negative": 0.08679789682403938, "mask_rcnn/false_positive": 0.12214554494311011, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.004708919674158, "total_loss": 0.7513750739744864}
{"data_time": 0.015161239309236407, "eta_seconds": 113772.50347830355, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.25506749740394596, "fast_rcnn/fg_cls_accuracy": 0.7126056002944688, "iteration": 155919, "loss_box_reg": 0.22380311787128448, "loss_cls": 0.17397492658346891, "loss_mask": 0.2400772050023079, "loss_rpn_cls": 0.034219866851344705, "loss_rpn_loc": 0.08375194016844034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961394752685011, "mask_rcnn/false_negative": 0.08637797116620427, "mask_rcnn/false_positive": 0.12044183737516835, "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": 1.0117694765795022, "total_loss": 0.7396731058834121}
{"data_time": 0.014241442549973726, "eta_seconds": 113784.76907942444, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.25619358555790284, "fast_rcnn/fg_cls_accuracy": 0.7221257636305176, "iteration": 155939, "loss_box_reg": 0.21189764514565468, "loss_cls": 0.1639151107519865, "loss_mask": 0.24428445100784302, "loss_rpn_cls": 0.02980835852213204, "loss_rpn_loc": 0.06552285375073552, "lr": 0.0001, "mask_rcnn/accuracy": 0.893380799508857, "mask_rcnn/false_negative": 0.077936008325833, "mask_rcnn/false_positive": 0.12522955386553147, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9747172214556485, "total_loss": 0.7277028842945583}
{"data_time": 0.017250071512535214, "eta_seconds": 113764.81734015048, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.270403573035152, "fast_rcnn/fg_cls_accuracy": 0.6616010747589696, "iteration": 155959, "loss_box_reg": 0.20931022986769676, "loss_cls": 0.1541649829596281, "loss_mask": 0.2357231304049492, "loss_rpn_cls": 0.031420545652508736, "loss_rpn_loc": 0.07149086846038699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972602713659756, "mask_rcnn/false_negative": 0.08529997874170221, "mask_rcnn/false_positive": 0.11221217855559604, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0009581956546754, "total_loss": 0.7078535941545852}
{"data_time": 0.026742991991341114, "eta_seconds": 113650.31301940791, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2887079831932773, "fast_rcnn/fg_cls_accuracy": 0.6785934489402697, "iteration": 155979, "loss_box_reg": 0.196527237072587, "loss_cls": 0.1553487814962864, "loss_mask": 0.236362649127841, "loss_rpn_cls": 0.031661239452660084, "loss_rpn_loc": 0.07432551961392164, "lr": 0.0001, "mask_rcnn/accuracy": 0.9185839870630332, "mask_rcnn/false_negative": 0.07969938122471984, "mask_rcnn/false_positive": 0.10404357414504442, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9851815085858107, "total_loss": 0.6741901077330112}
{"data_time": 0.017194836400449276, "eta_seconds": 113662.29887818918, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2533783783783784, "fast_rcnn/fg_cls_accuracy": 0.7125857200484067, "iteration": 155999, "loss_box_reg": 0.20258086174726486, "loss_cls": 0.17348207160830498, "loss_mask": 0.235777597874403, "loss_rpn_cls": 0.029596620704978704, "loss_rpn_loc": 0.07543250953312963, "lr": 0.0001, "mask_rcnn/accuracy": 0.9109467941472906, "mask_rcnn/false_negative": 0.08361104156996607, "mask_rcnn/false_positive": 0.10153413109578796, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0183490563649684, "total_loss": 0.7035990444710478}
{"data_time": 0.013465240132063627, "eta_seconds": 113609.12424864247, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.267776990314198, "fast_rcnn/fg_cls_accuracy": 0.7265729585006693, "iteration": 156019, "loss_box_reg": 0.2055863244459033, "loss_cls": 0.15377873834222555, "loss_mask": 0.23375152610242367, "loss_rpn_cls": 0.032024793908931315, "loss_rpn_loc": 0.06589858315419406, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083973310578587, "mask_rcnn/false_negative": 0.0875727189904886, "mask_rcnn/false_positive": 0.10984106513233671, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9761911504901946, "total_loss": 0.715518411132507}
{"data_time": 0.017295819940045476, "eta_seconds": 113622.41736981086, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2957437516129673, "fast_rcnn/fg_cls_accuracy": 0.6769766635388192, "iteration": 156039, "loss_box_reg": 0.21454286761581898, "loss_cls": 0.17541467025876045, "loss_mask": 0.22979492973536253, "loss_rpn_cls": 0.03209088364383206, "loss_rpn_loc": 0.06907092733308673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916426849665486, "mask_rcnn/false_negative": 0.10260042269224563, "mask_rcnn/false_positive": 0.1147916618495888, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0437952533829957, "total_loss": 0.7166332069318742}
{"data_time": 0.013813585042953491, "eta_seconds": 113694.48844240978, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2842103932868264, "fast_rcnn/fg_cls_accuracy": 0.707963651306573, "iteration": 156059, "loss_box_reg": 0.20730445347726345, "loss_cls": 0.16734036337584257, "loss_mask": 0.23399808630347252, "loss_rpn_cls": 0.030759645742364228, "loss_rpn_loc": 0.06750424107303843, "lr": 0.0001, "mask_rcnn/accuracy": 0.896192899756169, "mask_rcnn/false_negative": 0.08575688999724312, "mask_rcnn/false_positive": 0.11935926211202805, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0104715353809297, "total_loss": 0.7466526526259258}
{"data_time": 0.01582047902047634, "eta_seconds": 113693.62207531929, "fast_rcnn/cls_accuracy": 0.924560546875, "fast_rcnn/false_negative": 0.3273532846381059, "fast_rcnn/fg_cls_accuracy": 0.6317283670224847, "iteration": 156079, "loss_box_reg": 0.22923502884805202, "loss_cls": 0.17963619157671928, "loss_mask": 0.232382882386446, "loss_rpn_cls": 0.031626649433746934, "loss_rpn_loc": 0.07206740323454142, "lr": 0.0001, "mask_rcnn/accuracy": 0.895849624488865, "mask_rcnn/false_negative": 0.07998336874393328, "mask_rcnn/false_positive": 0.12218334088050084, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.0088715376332402, "total_loss": 0.7782830697251484}
{"data_time": 0.021646014880388975, "eta_seconds": 113855.2495293552, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23943965517241378, "fast_rcnn/fg_cls_accuracy": 0.7038980919577935, "iteration": 156099, "loss_box_reg": 0.20064101554453373, "loss_cls": 0.17570339981466532, "loss_mask": 0.22399964183568954, "loss_rpn_cls": 0.028271614806726575, "loss_rpn_loc": 0.07728915719781071, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030503174740125, "mask_rcnn/false_negative": 0.09508703518415385, "mask_rcnn/false_positive": 0.11165837617440902, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.024293789640069, "total_loss": 0.7105323704890907}
{"data_time": 0.015601803548634052, "eta_seconds": 113763.33290951326, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2836872227301974, "fast_rcnn/fg_cls_accuracy": 0.6912050205426881, "iteration": 156119, "loss_box_reg": 0.1987934410572052, "loss_cls": 0.16538299154490232, "loss_mask": 0.24329303205013275, "loss_rpn_cls": 0.033502024482004344, "loss_rpn_loc": 0.08122003136668354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054446169772257, "mask_rcnn/false_negative": 0.08125307724590189, "mask_rcnn/false_positive": 0.0973939128319366, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.98411621642299, "total_loss": 0.7075702538713813}
{"data_time": 0.01431792788207531, "eta_seconds": 113815.26524506044, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.25811005473926824, "fast_rcnn/fg_cls_accuracy": 0.7058707944894439, "iteration": 156139, "loss_box_reg": 0.19436990655958652, "loss_cls": 0.1504998803138733, "loss_mask": 0.22922224923968315, "loss_rpn_cls": 0.02842579153366387, "loss_rpn_loc": 0.06239734950941056, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079387027713343, "mask_rcnn/false_negative": 0.09128486147942907, "mask_rcnn/false_positive": 0.09850560625579854, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0042762239463627, "total_loss": 0.6617592740803957}
{"data_time": 0.015530582517385483, "eta_seconds": 113786.25682674348, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24591625572384643, "fast_rcnn/fg_cls_accuracy": 0.7459221991851648, "iteration": 156159, "loss_box_reg": 0.22581657581031322, "loss_cls": 0.1702658897265792, "loss_mask": 0.2431722693145275, "loss_rpn_cls": 0.02640308829722926, "loss_rpn_loc": 0.06961939577013254, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931941078879504, "mask_rcnn/false_negative": 0.08650177667366549, "mask_rcnn/false_positive": 0.11601908242076403, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9853752336930484, "total_loss": 0.7266839977237396}
{"data_time": 0.01486657653003931, "eta_seconds": 113746.67569665704, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.26990076013513514, "fast_rcnn/fg_cls_accuracy": 0.6864828268624847, "iteration": 156179, "loss_box_reg": 0.2328971792012453, "loss_cls": 0.18582804966717958, "loss_mask": 0.24041835591197014, "loss_rpn_cls": 0.034488930366933346, "loss_rpn_loc": 0.07701546675525606, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042186180190839, "mask_rcnn/false_negative": 0.08275569625383528, "mask_rcnn/false_positive": 0.10667155565664344, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9861392758321017, "total_loss": 0.7744764588424005}
{"data_time": 0.018381347646936774, "eta_seconds": 113746.27571050078, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3040894670366282, "fast_rcnn/fg_cls_accuracy": 0.6685020126509489, "iteration": 156199, "loss_box_reg": 0.21964345686137676, "loss_cls": 0.19578874297440052, "loss_mask": 0.2412066701799631, "loss_rpn_cls": 0.03302653366699815, "loss_rpn_loc": 0.07281371112912893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977010886261234, "mask_rcnn/false_negative": 0.08849332641906837, "mask_rcnn/false_positive": 0.11787397755161172, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9982971004210413, "total_loss": 0.7776742093265057}
{"data_time": 0.018578155431896448, "eta_seconds": 113698.4797842754, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27752698215026983, "fast_rcnn/fg_cls_accuracy": 0.7099349669027988, "iteration": 156219, "loss_box_reg": 0.19973030500113964, "loss_cls": 0.16292013227939606, "loss_mask": 0.22593840956687927, "loss_rpn_cls": 0.032225936418399215, "loss_rpn_loc": 0.07713062199763954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035667745687934, "mask_rcnn/false_negative": 0.08258751595572374, "mask_rcnn/false_positive": 0.1100446355294161, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.992550838040188, "total_loss": 0.7230090661905706}
{"data_time": 0.015032910043373704, "eta_seconds": 113670.23578997701, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2606694476755846, "fast_rcnn/fg_cls_accuracy": 0.7090357882283348, "iteration": 156239, "loss_box_reg": 0.21907174866646528, "loss_cls": 0.1680107549764216, "loss_mask": 0.2399822361767292, "loss_rpn_cls": 0.029258005553856492, "loss_rpn_loc": 0.07205833424814045, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908739714176725, "mask_rcnn/false_negative": 0.08492226445229592, "mask_rcnn/false_positive": 0.12583598128895973, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9898571972735226, "total_loss": 0.7263955097878352}
{"data_time": 0.018581431126222014, "eta_seconds": 113538.3149346197, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.260723807362868, "fast_rcnn/fg_cls_accuracy": 0.7015769470758408, "iteration": 156259, "loss_box_reg": 0.2204302791506052, "loss_cls": 0.1793913459405303, "loss_mask": 0.2485544066876173, "loss_rpn_cls": 0.03243646351620555, "loss_rpn_loc": 0.08732136315666139, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851218119280255, "mask_rcnn/false_negative": 0.09375300284358895, "mask_rcnn/false_positive": 0.12896083615777304, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9665127182379365, "total_loss": 0.7504927077097818}
{"data_time": 0.02119687688536942, "eta_seconds": 113474.96248614043, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.29307193396226416, "fast_rcnn/fg_cls_accuracy": 0.6884600903614457, "iteration": 156279, "loss_box_reg": 0.21343852579593658, "loss_cls": 0.18528611306101084, "loss_mask": 0.22827535681426525, "loss_rpn_cls": 0.027203827281482518, "loss_rpn_loc": 0.06107418658211827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961562219227314, "mask_rcnn/false_negative": 0.10084619979000788, "mask_rcnn/false_positive": 0.11179257525916719, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9778254579287022, "total_loss": 0.729142403928563}
{"data_time": 0.022171830059960485, "eta_seconds": 113393.52774792351, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2995495495495496, "fast_rcnn/fg_cls_accuracy": 0.6291499111568315, "iteration": 156299, "loss_box_reg": 0.2176933204755187, "loss_cls": 0.17954359482973814, "loss_mask": 0.23719674907624722, "loss_rpn_cls": 0.03196306026075035, "loss_rpn_loc": 0.07450221152976155, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007783314985867, "mask_rcnn/false_negative": 0.07767895741622304, "mask_rcnn/false_positive": 0.12507242603116078, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.998316177399829, "total_loss": 0.7499856766080484}
{"data_time": 0.015291219111531973, "eta_seconds": 113524.75330734625, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3008241758241758, "fast_rcnn/fg_cls_accuracy": 0.6712640340689121, "iteration": 156319, "loss_box_reg": 0.19647122034803033, "loss_cls": 0.16074363514780998, "loss_mask": 0.2359381727874279, "loss_rpn_cls": 0.032450495404191315, "loss_rpn_loc": 0.06957733607850969, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048446234005241, "mask_rcnn/false_negative": 0.0820885615165664, "mask_rcnn/false_positive": 0.1075184143489317, "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": 1.01448273495771, "total_loss": 0.7174561691645067}
{"data_time": 0.022282262332737446, "eta_seconds": 113610.5701201642, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.28102564102564104, "fast_rcnn/fg_cls_accuracy": 0.7014911802145845, "iteration": 156339, "loss_box_reg": 0.21502370107918978, "loss_cls": 0.17479795776307583, "loss_mask": 0.2435565385967493, "loss_rpn_cls": 0.03368700994178653, "loss_rpn_loc": 0.08432357991114259, "lr": 0.0001, "mask_rcnn/accuracy": 0.891099995070492, "mask_rcnn/false_negative": 0.09925436038090048, "mask_rcnn/false_positive": 0.12800053930347077, "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": 1.0535472000483423, "total_loss": 0.7634469297481701}
{"data_time": 0.018055300461128354, "eta_seconds": 113590.57881801389, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2813724860245454, "fast_rcnn/fg_cls_accuracy": 0.698628359592215, "iteration": 156359, "loss_box_reg": 0.21156770177185535, "loss_cls": 0.16537374816834927, "loss_mask": 0.2327163703739643, "loss_rpn_cls": 0.0275786304846406, "loss_rpn_loc": 0.07042006391566247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965860642009613, "mask_rcnn/false_negative": 0.08442551963144221, "mask_rcnn/false_positive": 0.11328184517063764, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9911657343618572, "total_loss": 0.7092878604307771}
{"data_time": 0.01909471652470529, "eta_seconds": 113540.72580970824, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25584076736532135, "fast_rcnn/fg_cls_accuracy": 0.7249040920716112, "iteration": 156379, "loss_box_reg": 0.2078053094446659, "loss_cls": 0.16325036995112896, "loss_mask": 0.2263084277510643, "loss_rpn_cls": 0.030814418802037835, "loss_rpn_loc": 0.07299498887732625, "lr": 0.0001, "mask_rcnn/accuracy": 0.90113581412986, "mask_rcnn/false_negative": 0.0776205470881747, "mask_rcnn/false_positive": 0.11067895029852748, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9862190796993673, "total_loss": 0.6999622331932187}
{"data_time": 0.01664745551533997, "eta_seconds": 113595.85635885596, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.32033573141486815, "fast_rcnn/fg_cls_accuracy": 0.6760671462829736, "iteration": 156399, "loss_box_reg": 0.20521467179059982, "loss_cls": 0.16578251868486404, "loss_mask": 0.23007959313690662, "loss_rpn_cls": 0.03325446811504662, "loss_rpn_loc": 0.07392206881195307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994020343986651, "mask_rcnn/false_negative": 0.09163727550376988, "mask_rcnn/false_positive": 0.10747545306203463, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9969205192755908, "total_loss": 0.7160072912229225}
{"data_time": 0.02077986765652895, "eta_seconds": 113530.60491156299, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3062952286134597, "fast_rcnn/fg_cls_accuracy": 0.6318876961536037, "iteration": 156419, "loss_box_reg": 0.21683413349092007, "loss_cls": 0.17439574236050248, "loss_mask": 0.22946044616401196, "loss_rpn_cls": 0.03137234319001436, "loss_rpn_loc": 0.06912197871133685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999161110784775, "mask_rcnn/false_negative": 0.08689757879884427, "mask_rcnn/false_positive": 0.12002071409873419, "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": 1.0232131187804043, "total_loss": 0.7071442337473854}
{"data_time": 0.02136504463851452, "eta_seconds": 113493.41372579336, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.340990990990991, "fast_rcnn/fg_cls_accuracy": 0.6479649292149292, "iteration": 156439, "loss_box_reg": 0.21183934062719345, "loss_cls": 0.1677997619844973, "loss_mask": 0.2295691203325987, "loss_rpn_cls": 0.03172674340021331, "loss_rpn_loc": 0.07846507942304015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993848524825776, "mask_rcnn/false_negative": 0.1107371408364878, "mask_rcnn/false_positive": 0.10415943127862679, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0035939239896834, "total_loss": 0.7282779513625428}
{"data_time": 0.014978471677750349, "eta_seconds": 113473.42545285821, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.29693535672053606, "fast_rcnn/fg_cls_accuracy": 0.6980611196712891, "iteration": 156459, "loss_box_reg": 0.21557726059108973, "loss_cls": 0.15959245432168245, "loss_mask": 0.228548189625144, "loss_rpn_cls": 0.032859054394066334, "loss_rpn_loc": 0.06847743852995336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970304662714894, "mask_rcnn/false_negative": 0.09969206251678979, "mask_rcnn/false_positive": 0.11090403843048134, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0145556777715683, "total_loss": 0.6990334215806797}
{"data_time": 0.014270912390202284, "eta_seconds": 113440.79558104277, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2526152337365152, "fast_rcnn/fg_cls_accuracy": 0.7191767043025624, "iteration": 156479, "loss_box_reg": 0.21465295366942883, "loss_cls": 0.1773755345493555, "loss_mask": 0.23742428049445152, "loss_rpn_cls": 0.03001469763694331, "loss_rpn_loc": 0.0733333753887564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955997967297402, "mask_rcnn/false_negative": 0.0920823536971889, "mask_rcnn/false_positive": 0.11034474223438719, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9983388911932707, "total_loss": 0.7205816195346415}
{"data_time": 0.016391367884352803, "eta_seconds": 113414.24247308169, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3272173913043478, "fast_rcnn/fg_cls_accuracy": 0.6299448867115738, "iteration": 156499, "loss_box_reg": 0.19464636407792568, "loss_cls": 0.1714339000172913, "loss_mask": 0.24739824049174786, "loss_rpn_cls": 0.02968024055007845, "loss_rpn_loc": 0.07362785236909986, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843088235640697, "mask_rcnn/false_negative": 0.08692190455424043, "mask_rcnn/false_positive": 0.13302612467075978, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9750925903208554, "total_loss": 0.7233898886479437}
{"data_time": 0.013403031975030899, "eta_seconds": 113345.05820031278, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2710286760886799, "fast_rcnn/fg_cls_accuracy": 0.7127066523726231, "iteration": 156519, "loss_box_reg": 0.21548396348953247, "loss_cls": 0.17285925894975662, "loss_mask": 0.23281576856970787, "loss_rpn_cls": 0.035391934448853135, "loss_rpn_loc": 0.07195953751215711, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005328412488331, "mask_rcnn/false_negative": 0.07966049554580393, "mask_rcnn/false_positive": 0.12539720919490477, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9865342939738184, "total_loss": 0.7024310701526701}
{"data_time": 0.015546007780358195, "eta_seconds": 113269.06050290912, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29347509996364957, "fast_rcnn/fg_cls_accuracy": 0.687140340575455, "iteration": 156539, "loss_box_reg": 0.20464968401938677, "loss_cls": 0.16589247528463602, "loss_mask": 0.22355554532259703, "loss_rpn_cls": 0.029589767334982753, "loss_rpn_loc": 0.0694872512249276, "lr": 0.0001, "mask_rcnn/accuracy": 0.900443473721535, "mask_rcnn/false_negative": 0.0958343647277309, "mask_rcnn/false_positive": 0.09567219891740639, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9888883829116821, "total_loss": 0.7194993684533983}
{"data_time": 0.01610058918595314, "eta_seconds": 113201.31178576499, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.33504793079261164, "fast_rcnn/fg_cls_accuracy": 0.649468085106383, "iteration": 156559, "loss_box_reg": 0.2035477883182466, "loss_cls": 0.16407310590147972, "loss_mask": 0.22894791327416897, "loss_rpn_cls": 0.02866202872246504, "loss_rpn_loc": 0.06288325553759933, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028471383121418, "mask_rcnn/false_negative": 0.08355341106891416, "mask_rcnn/false_positive": 0.10853271957360422, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9955654297955334, "total_loss": 0.6876308263745159}
{"data_time": 0.015882908832281828, "eta_seconds": 113181.35386760812, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.30603448275862066, "fast_rcnn/fg_cls_accuracy": 0.6511726305609284, "iteration": 156579, "loss_box_reg": 0.21024217177182436, "loss_cls": 0.17753723543137312, "loss_mask": 0.2349419705569744, "loss_rpn_cls": 0.03602661250624806, "loss_rpn_loc": 0.06910093897022307, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043528505627174, "mask_rcnn/false_negative": 0.07587698249735281, "mask_rcnn/false_positive": 0.11088114925666825, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9924495129380375, "total_loss": 0.7496528441552073}
{"data_time": 0.013526540016755462, "eta_seconds": 113233.42033624649, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28540035362465266, "fast_rcnn/fg_cls_accuracy": 0.6914012412165975, "iteration": 156599, "loss_box_reg": 0.2133519882336259, "loss_cls": 0.17010227590799332, "loss_mask": 0.23498603701591492, "loss_rpn_cls": 0.027935202175285667, "loss_rpn_loc": 0.05718772765249014, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965243644627663, "mask_rcnn/false_negative": 0.08522970862871754, "mask_rcnn/false_positive": 0.10038220871973841, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0181186432018876, "total_loss": 0.6903721774579026}
{"data_time": 0.018165980000048876, "eta_seconds": 113293.25278983451, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2272945256012985, "fast_rcnn/fg_cls_accuracy": 0.7097748946551341, "iteration": 156619, "loss_box_reg": 0.21645034290850163, "loss_cls": 0.17812426388263702, "loss_mask": 0.23130843043327332, "loss_rpn_cls": 0.03117116290377453, "loss_rpn_loc": 0.07356507377699018, "lr": 0.0001, "mask_rcnn/accuracy": 0.9152679568629157, "mask_rcnn/false_negative": 0.08153534565821861, "mask_rcnn/false_positive": 0.09404152014624809, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.023219290189445, "total_loss": 0.7201562761329114}
{"data_time": 0.01626525796018541, "eta_seconds": 113273.26809186488, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28931570017836167, "fast_rcnn/fg_cls_accuracy": 0.6826193744130608, "iteration": 156639, "loss_box_reg": 0.1772262267768383, "loss_cls": 0.1568567124195397, "loss_mask": 0.2217420432716608, "loss_rpn_cls": 0.028294358868151903, "loss_rpn_loc": 0.05633996310643852, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019788240979275, "mask_rcnn/false_negative": 0.09563040828938532, "mask_rcnn/false_positive": 0.10885994875440504, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9959771656431258, "total_loss": 0.6929337724577636}
{"data_time": 0.014801888959482312, "eta_seconds": 113231.415837924, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3501069458516267, "fast_rcnn/fg_cls_accuracy": 0.6179874213836478, "iteration": 156659, "loss_box_reg": 0.22489005886018276, "loss_cls": 0.17314511071890593, "loss_mask": 0.23584057949483395, "loss_rpn_cls": 0.027952482691034675, "loss_rpn_loc": 0.06766570173203945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874666951655149, "mask_rcnn/false_negative": 0.08741761932365362, "mask_rcnn/false_positive": 0.13276092526720246, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9986789410468191, "total_loss": 0.7455225404701196}
{"data_time": 0.02217207569628954, "eta_seconds": 113252.70669442602, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2815348656018699, "fast_rcnn/fg_cls_accuracy": 0.6876694440989927, "iteration": 156679, "loss_box_reg": 0.21156617673113942, "loss_cls": 0.16905712382867932, "loss_mask": 0.24235353618860245, "loss_rpn_cls": 0.027187227737158537, "loss_rpn_loc": 0.07624632900115103, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029099390264383, "mask_rcnn/false_negative": 0.09421131488030213, "mask_rcnn/false_positive": 0.10081759218053823, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0042416560463607, "total_loss": 0.7481701647047885}
{"data_time": 0.01985355163924396, "eta_seconds": 113232.71857111249, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.3017599120043998, "fast_rcnn/fg_cls_accuracy": 0.6724537037037037, "iteration": 156699, "loss_box_reg": 0.20374900847673416, "loss_cls": 0.16594459675252438, "loss_mask": 0.23356542363762856, "loss_rpn_cls": 0.03078311128774658, "loss_rpn_loc": 0.0738329192972742, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069780309384028, "mask_rcnn/false_negative": 0.0851796022413091, "mask_rcnn/false_positive": 0.09944970023653084, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 237.125, "rpn/num_pos_anchors": 18.875, "time": 0.9623467377386987, "total_loss": 0.6635955170495436}
{"data_time": 0.016906234435737133, "eta_seconds": 113212.73044779897, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2733565788124295, "fast_rcnn/fg_cls_accuracy": 0.7027252502780867, "iteration": 156719, "loss_box_reg": 0.20561588928103447, "loss_cls": 0.17645796574652195, "loss_mask": 0.23258674331009388, "loss_rpn_cls": 0.03342503483872861, "loss_rpn_loc": 0.0685350017156452, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050442243619199, "mask_rcnn/false_negative": 0.08898096750141402, "mask_rcnn/false_positive": 0.1122353957923942, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.988462149631232, "total_loss": 0.7248274389421567}
{"data_time": 0.01627930300310254, "eta_seconds": 113173.34460201673, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.270649933439258, "fast_rcnn/fg_cls_accuracy": 0.6581939081939082, "iteration": 156739, "loss_box_reg": 0.21996716037392616, "loss_cls": 0.1799624441191554, "loss_mask": 0.24645566567778587, "loss_rpn_cls": 0.03365028137341142, "loss_rpn_loc": 0.06772907683625817, "lr": 0.0001, "mask_rcnn/accuracy": 0.898958015775214, "mask_rcnn/false_negative": 0.09609131488309268, "mask_rcnn/false_positive": 0.12574020377855794, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 0.9864362576045096, "total_loss": 0.7519348049536347}
{"data_time": 0.025791546562686563, "eta_seconds": 113160.99094077945, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.33998524623524623, "fast_rcnn/fg_cls_accuracy": 0.6368317987535069, "iteration": 156759, "loss_box_reg": 0.22567092441022396, "loss_cls": 0.1905405018478632, "loss_mask": 0.23780031502246857, "loss_rpn_cls": 0.0416276000905782, "loss_rpn_loc": 0.08595434692688286, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913224239594293, "mask_rcnn/false_negative": 0.09819818659300969, "mask_rcnn/false_positive": 0.13538976906965827, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.032314073992893, "total_loss": 0.786513218539767}
{"data_time": 0.026376252062618732, "eta_seconds": 113133.37520607747, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26823892009987516, "fast_rcnn/fg_cls_accuracy": 0.7085940160027239, "iteration": 156779, "loss_box_reg": 0.21592617966234684, "loss_cls": 0.1591944359242916, "loss_mask": 0.22974437847733498, "loss_rpn_cls": 0.02987835113890469, "loss_rpn_loc": 0.07131325546652079, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049261608211936, "mask_rcnn/false_negative": 0.08088641033321894, "mask_rcnn/false_positive": 0.11662028086622031, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9917789588216692, "total_loss": 0.6972066223388538}
{"data_time": 0.01430378365330398, "eta_seconds": 113113.39050810784, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2627551020408163, "fast_rcnn/fg_cls_accuracy": 0.7115307377563571, "iteration": 156799, "loss_box_reg": 0.2043352173641324, "loss_cls": 0.16886745858937502, "loss_mask": 0.22896637581288815, "loss_rpn_cls": 0.03219060966512188, "loss_rpn_loc": 0.05542027344927192, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063323688824991, "mask_rcnn/false_negative": 0.07863130233870985, "mask_rcnn/false_positive": 0.10698597225190026, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.9855562474112958, "total_loss": 0.7096298514516093}
{"data_time": 0.01923510106280446, "eta_seconds": 113071.5691241948, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2938175448740296, "fast_rcnn/fg_cls_accuracy": 0.66957665630232, "iteration": 156819, "loss_box_reg": 0.21534175984561443, "loss_cls": 0.17374421749264002, "loss_mask": 0.2461942732334137, "loss_rpn_cls": 0.033740088576450944, "loss_rpn_loc": 0.0690650730393827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940572532830426, "mask_rcnn/false_negative": 0.08729460075649366, "mask_rcnn/false_positive": 0.12435952071735712, "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": 1.0025876853615046, "total_loss": 0.7520456011698116}
{"data_time": 0.014355519320815802, "eta_seconds": 113073.42111216858, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29972904793048677, "fast_rcnn/fg_cls_accuracy": 0.6864801141651672, "iteration": 156839, "loss_box_reg": 0.20592861529439688, "loss_cls": 0.17585728038102388, "loss_mask": 0.23497606813907623, "loss_rpn_cls": 0.0319067919626832, "loss_rpn_loc": 0.07670935173518956, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062175322778199, "mask_rcnn/false_negative": 0.08874962524050206, "mask_rcnn/false_positive": 0.11754889486774536, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.9991491311229765, "total_loss": 0.7277267894241959}
{"data_time": 0.015910475980490446, "eta_seconds": 113061.06071211398, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2737317349248817, "fast_rcnn/fg_cls_accuracy": 0.6928864569083448, "iteration": 156859, "loss_box_reg": 0.2335974983870983, "loss_cls": 0.18734466936439276, "loss_mask": 0.23484786599874496, "loss_rpn_cls": 0.030760437832213938, "loss_rpn_loc": 0.0730766043998301, "lr": 0.0001, "mask_rcnn/accuracy": 0.90202996169398, "mask_rcnn/false_negative": 0.10728806278855635, "mask_rcnn/false_positive": 0.10314034428689782, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0070246260147542, "total_loss": 0.7434805791126564}
{"data_time": 0.014626784948632121, "eta_seconds": 113103.94647732377, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3025679449628772, "fast_rcnn/fg_cls_accuracy": 0.6410511573050273, "iteration": 156879, "loss_box_reg": 0.22528886795043945, "loss_cls": 0.18067684769630432, "loss_mask": 0.24650391936302185, "loss_rpn_cls": 0.033231381385121495, "loss_rpn_loc": 0.07317418151069432, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877461403839193, "mask_rcnn/false_negative": 0.09920528887528299, "mask_rcnn/false_positive": 0.12189091630877506, "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": 1.0134040990378708, "total_loss": 0.7557271888945252}
{"data_time": 0.013126076897606254, "eta_seconds": 113070.43588254601, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.30051880273119214, "fast_rcnn/fg_cls_accuracy": 0.6794834748058516, "iteration": 156899, "loss_box_reg": 0.19606206007301807, "loss_cls": 0.15737938368692994, "loss_mask": 0.23019609041512012, "loss_rpn_cls": 0.027165023842826486, "loss_rpn_loc": 0.06237834086641669, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938121273136801, "mask_rcnn/false_negative": 0.0819886394681045, "mask_rcnn/false_positive": 0.12231029173998095, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.994086179882288, "total_loss": 0.6780919469892979}
{"data_time": 0.026274326723068953, "eta_seconds": 112942.56131085567, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23663302712097092, "fast_rcnn/fg_cls_accuracy": 0.7435194648332248, "iteration": 156919, "loss_box_reg": 0.21007110364735126, "loss_cls": 0.16400591935962439, "loss_mask": 0.23994825035333633, "loss_rpn_cls": 0.029350661643547937, "loss_rpn_loc": 0.08421667630318552, "lr": 0.0001, "mask_rcnn/accuracy": 0.903163544507311, "mask_rcnn/false_negative": 0.08516425786724535, "mask_rcnn/false_positive": 0.10159899045938445, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9821101843845099, "total_loss": 0.7232680302113295}
{"data_time": 0.01819113432429731, "eta_seconds": 112992.8610913502, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3069590336134454, "fast_rcnn/fg_cls_accuracy": 0.6534285714285715, "iteration": 156939, "loss_box_reg": 0.21064435318112373, "loss_cls": 0.17423097370192409, "loss_mask": 0.2370783518999815, "loss_rpn_cls": 0.0304408100200817, "loss_rpn_loc": 0.08042866690084338, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023838512677799, "mask_rcnn/false_negative": 0.08662019386136485, "mask_rcnn/false_positive": 0.11209391235381008, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9970631487667561, "total_loss": 0.7462489103781991}
{"data_time": 0.020388140343129635, "eta_seconds": 112883.42198470607, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2799803252263784, "fast_rcnn/fg_cls_accuracy": 0.6853781579365499, "iteration": 156959, "loss_box_reg": 0.2083132155239582, "loss_cls": 0.16321416292339563, "loss_mask": 0.23535238206386566, "loss_rpn_cls": 0.03391408151946962, "loss_rpn_loc": 0.0752381922211498, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027207261941828, "mask_rcnn/false_negative": 0.08057860686419552, "mask_rcnn/false_positive": 0.11730574650678398, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9855028975289315, "total_loss": 0.7463909527286887}
{"data_time": 0.017348094610497355, "eta_seconds": 112976.55080769677, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32054517133956384, "fast_rcnn/fg_cls_accuracy": 0.6645019157088123, "iteration": 156979, "loss_box_reg": 0.21701281052082777, "loss_cls": 0.17099750135093927, "loss_mask": 0.23414168693125248, "loss_rpn_cls": 0.0374797573313117, "loss_rpn_loc": 0.07642984273843467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975148324725947, "mask_rcnn/false_negative": 0.09549388806718843, "mask_rcnn/false_positive": 0.1114429524885461, "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": 1.0259081434924155, "total_loss": 0.7438521824660711}
{"data_time": 0.0197800830937922, "eta_seconds": 112921.15839198232, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28326647564469914, "fast_rcnn/fg_cls_accuracy": 0.7096977491961415, "iteration": 156999, "loss_box_reg": 0.21525461180135608, "loss_cls": 0.16047356789931655, "loss_mask": 0.2384187988936901, "loss_rpn_cls": 0.030071457149460912, "loss_rpn_loc": 0.06932872720062733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924246476062117, "mask_rcnn/false_negative": 0.10335325011265732, "mask_rcnn/false_positive": 0.10588055917008463, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9914638383779675, "total_loss": 0.7102662100223824}
{"data_time": 0.015713761560618877, "eta_seconds": 112950.46725030988, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3306581278103284, "fast_rcnn/fg_cls_accuracy": 0.64074316582092, "iteration": 157019, "loss_box_reg": 0.2367054782807827, "loss_cls": 0.20953466184437275, "loss_mask": 0.23722544126212597, "loss_rpn_cls": 0.03542231838218868, "loss_rpn_loc": 0.07538318820297718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807903567653604, "mask_rcnn/false_negative": 0.10929187656010275, "mask_rcnn/false_positive": 0.12173063704459822, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.004024644382298, "total_loss": 0.7958328204695135}
{"data_time": 0.013596679084002972, "eta_seconds": 112892.92047478259, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3120819306606042, "fast_rcnn/fg_cls_accuracy": 0.6629322369870053, "iteration": 157039, "loss_box_reg": 0.23246271535754204, "loss_cls": 0.17219785787165165, "loss_mask": 0.23783779703080654, "loss_rpn_cls": 0.03097952518146485, "loss_rpn_loc": 0.0763190018478781, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974465616437144, "mask_rcnn/false_negative": 0.09140824775778489, "mask_rcnn/false_positive": 0.11799644507724269, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0046721808612347, "total_loss": 0.7429816586663947}
{"data_time": 0.02453135489486158, "eta_seconds": 112772.40275849588, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3003917840578457, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 157059, "loss_box_reg": 0.21137326024472713, "loss_cls": 0.1685458142310381, "loss_mask": 0.22568941861391068, "loss_rpn_cls": 0.02658874192275107, "loss_rpn_loc": 0.05246605887077749, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077242633143254, "mask_rcnn/false_negative": 0.07599488835025658, "mask_rcnn/false_positive": 0.10797201826085456, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9829487374518067, "total_loss": 0.6937830167589709}
{"data_time": 0.019985306775197387, "eta_seconds": 112640.08186086081, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29188862913425057, "fast_rcnn/fg_cls_accuracy": 0.6864518793886824, "iteration": 157079, "loss_box_reg": 0.20369063131511211, "loss_cls": 0.16394622717052698, "loss_mask": 0.2217851337045431, "loss_rpn_cls": 0.027961018378846347, "loss_rpn_loc": 0.06635908130556345, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076657434321451, "mask_rcnn/false_negative": 0.07531004578425088, "mask_rcnn/false_positive": 0.10197743751819538, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9754688637331128, "total_loss": 0.6758062072331086}
{"data_time": 0.01938824146054685, "eta_seconds": 112620.13143899385, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3046858044786426, "fast_rcnn/fg_cls_accuracy": 0.6769486383009464, "iteration": 157099, "loss_box_reg": 0.22748956084251404, "loss_cls": 0.18613189738243818, "loss_mask": 0.24152415990829468, "loss_rpn_cls": 0.030757224652916193, "loss_rpn_loc": 0.06717332894913852, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000768076476189, "mask_rcnn/false_negative": 0.08736410413228189, "mask_rcnn/false_positive": 0.11317349228967416, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0445056832395494, "total_loss": 0.7436969293048605}
{"data_time": 0.01596335507929325, "eta_seconds": 112707.43977908045, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3303163920476522, "fast_rcnn/fg_cls_accuracy": 0.6361317893575957, "iteration": 157119, "loss_box_reg": 0.21471239067614079, "loss_cls": 0.1815884318202734, "loss_mask": 0.2251123134046793, "loss_rpn_cls": 0.029338979366002604, "loss_rpn_loc": 0.0805868306197226, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925554501763633, "mask_rcnn/false_negative": 0.0815485448491135, "mask_rcnn/false_positive": 0.11381213103006918, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0049195082392544, "total_loss": 0.7333968919410836}
{"data_time": 0.017446962418034673, "eta_seconds": 112687.47035318054, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.35165955518634595, "fast_rcnn/fg_cls_accuracy": 0.6186215957955088, "iteration": 157139, "loss_box_reg": 0.19684479665011168, "loss_cls": 0.17627811804413795, "loss_mask": 0.23531993944197893, "loss_rpn_cls": 0.02908467617817223, "loss_rpn_loc": 0.06993927760049701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860367365870281, "mask_rcnn/false_negative": 0.09977581714750433, "mask_rcnn/false_positive": 0.11562067678375326, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.005360993091017, "total_loss": 0.7127322945743799}
{"data_time": 0.01837945682927966, "eta_seconds": 112735.08682197891, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.32190098261526834, "fast_rcnn/fg_cls_accuracy": 0.6484230055658626, "iteration": 157159, "loss_box_reg": 0.2125928048044443, "loss_cls": 0.1810017004609108, "loss_mask": 0.2365790754556656, "loss_rpn_cls": 0.028910559369251132, "loss_rpn_loc": 0.07133371918462217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977749005971687, "mask_rcnn/false_negative": 0.08901632925336497, "mask_rcnn/false_positive": 0.12680126968331865, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0198963244911283, "total_loss": 0.7327711577527225}
{"data_time": 0.017710982356220484, "eta_seconds": 112764.28073285148, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2861666492201403, "fast_rcnn/fg_cls_accuracy": 0.6800252312867956, "iteration": 157179, "loss_box_reg": 0.21118150185793638, "loss_cls": 0.1731169754639268, "loss_mask": 0.23002464324235916, "loss_rpn_cls": 0.030513873556628823, "loss_rpn_loc": 0.06988835398806259, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018512408934658, "mask_rcnn/false_negative": 0.09078126589680555, "mask_rcnn/false_positive": 0.108847172370784, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0063513116911054, "total_loss": 0.7239960895385593}
{"data_time": 0.018323162104934454, "eta_seconds": 112753.10688391328, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.28440321361810444, "fast_rcnn/fg_cls_accuracy": 0.6903169638896283, "iteration": 157199, "loss_box_reg": 0.20954713970422745, "loss_cls": 0.1683775894343853, "loss_mask": 0.22465137392282486, "loss_rpn_cls": 0.03060247766552493, "loss_rpn_loc": 0.07319625926902518, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033596903508703, "mask_rcnn/false_negative": 0.0768294362262209, "mask_rcnn/false_positive": 0.10575317859451511, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0048501815181226, "total_loss": 0.7226437325589359}
{"data_time": 0.01620070938952267, "eta_seconds": 112741.49036526214, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29236535455449764, "fast_rcnn/fg_cls_accuracy": 0.6832024617996604, "iteration": 157219, "loss_box_reg": 0.2044903328642249, "loss_cls": 0.17381406854838133, "loss_mask": 0.23239824175834656, "loss_rpn_cls": 0.035356753622181714, "loss_rpn_loc": 0.06852442328818142, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956828885400314, "mask_rcnn/false_negative": 0.0795627749253883, "mask_rcnn/false_positive": 0.12536594887137437, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 1.0012037144042552, "total_loss": 0.7067876583896577}
{"data_time": 0.017056032083928585, "eta_seconds": 112760.699721165, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2976783968719453, "fast_rcnn/fg_cls_accuracy": 0.6670094611271082, "iteration": 157239, "loss_box_reg": 0.2201072070747614, "loss_cls": 0.16716430243104696, "loss_mask": 0.24253189843147993, "loss_rpn_cls": 0.03012722299899906, "loss_rpn_loc": 0.07261194265447557, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957431177599244, "mask_rcnn/false_negative": 0.08186218965350425, "mask_rcnn/false_positive": 0.10590714322721342, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0295876222662628, "total_loss": 0.7446043017553166}
{"data_time": 0.01943397242575884, "eta_seconds": 112770.22798972204, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.25093164085245134, "fast_rcnn/fg_cls_accuracy": 0.7339631563797854, "iteration": 157259, "loss_box_reg": 0.2032064264640212, "loss_cls": 0.16086874343454838, "loss_mask": 0.24545100145041943, "loss_rpn_cls": 0.02951410156674683, "loss_rpn_loc": 0.06086307507939637, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013939314617821, "mask_rcnn/false_negative": 0.07400719325560466, "mask_rcnn/false_positive": 0.10768034119595446, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9980310583487153, "total_loss": 0.7129262037342414}
{"data_time": 0.017323997570201755, "eta_seconds": 112768.68255089968, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.304577955241898, "fast_rcnn/fg_cls_accuracy": 0.6678559726216915, "iteration": 157279, "loss_box_reg": 0.20875906478613615, "loss_cls": 0.16623227763921022, "loss_mask": 0.24184222891926765, "loss_rpn_cls": 0.0280407820828259, "loss_rpn_loc": 0.06224794895388186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947073161049177, "mask_rcnn/false_negative": 0.10012989326389492, "mask_rcnn/false_positive": 0.11562466649728112, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.993074205936864, "total_loss": 0.682841426692903}
{"data_time": 0.013798103667795658, "eta_seconds": 112722.83912410494, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.31449511400651464, "fast_rcnn/fg_cls_accuracy": 0.6603571428571429, "iteration": 157299, "loss_box_reg": 0.2237180918455124, "loss_cls": 0.17194250505417585, "loss_mask": 0.24173131585121155, "loss_rpn_cls": 0.034703691373579204, "loss_rpn_loc": 0.07706149807199836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946023251167937, "mask_rcnn/false_negative": 0.08862102930734361, "mask_rcnn/false_positive": 0.11967909102118891, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9676224105060101, "total_loss": 0.715502206759993}
{"data_time": 0.018803035141900182, "eta_seconds": 112650.54566971958, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.31749958652626936, "fast_rcnn/fg_cls_accuracy": 0.6453571564849087, "iteration": 157319, "loss_box_reg": 0.18974717799574137, "loss_cls": 0.15981758711859584, "loss_mask": 0.2329429443925619, "loss_rpn_cls": 0.035543066216632724, "loss_rpn_loc": 0.06668794105644338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942260326623949, "mask_rcnn/false_negative": 0.0873826774366113, "mask_rcnn/false_positive": 0.11333972787017256, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9963560590986162, "total_loss": 0.7048710762319388}
{"data_time": 0.015301132574677467, "eta_seconds": 112532.28384809103, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.29723110502004974, "fast_rcnn/fg_cls_accuracy": 0.6679292929292929, "iteration": 157339, "loss_box_reg": 0.2265420239418745, "loss_cls": 0.18874373147264123, "loss_mask": 0.2443140484392643, "loss_rpn_cls": 0.030789819080382586, "loss_rpn_loc": 0.08203711966052651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8803068736534388, "mask_rcnn/false_negative": 0.10069834995125852, "mask_rcnn/false_positive": 0.13590833033581556, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9974952964112163, "total_loss": 0.7743785722414032}
{"data_time": 0.012754624476656318, "eta_seconds": 112467.80666828156, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.35346153846153844, "fast_rcnn/fg_cls_accuracy": 0.616109709962169, "iteration": 157359, "loss_box_reg": 0.21520389057695866, "loss_cls": 0.18407004792243242, "loss_mask": 0.23958895355463028, "loss_rpn_cls": 0.038246077951043844, "loss_rpn_loc": 0.08766507735708728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974995957102461, "mask_rcnn/false_negative": 0.08987776200232392, "mask_rcnn/false_positive": 0.11157480266578737, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9693061509169638, "total_loss": 0.7544562895782292}
{"data_time": 0.020131680881604552, "eta_seconds": 112380.72153063957, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2995109772202047, "fast_rcnn/fg_cls_accuracy": 0.6924312100942536, "iteration": 157379, "loss_box_reg": 0.21994595043361187, "loss_cls": 0.17144510988146067, "loss_mask": 0.2341321725398302, "loss_rpn_cls": 0.03255911648739129, "loss_rpn_loc": 0.08202158170752227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972644519838737, "mask_rcnn/false_negative": 0.09052324659476675, "mask_rcnn/false_positive": 0.10463532891432825, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9768746895715594, "total_loss": 0.757395985594485}
{"data_time": 0.016125367488712072, "eta_seconds": 112420.8412870299, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27681967308306477, "fast_rcnn/fg_cls_accuracy": 0.6982359230220955, "iteration": 157399, "loss_box_reg": 0.1931540761142969, "loss_cls": 0.15575148537755013, "loss_mask": 0.23390395566821098, "loss_rpn_cls": 0.032332478323951364, "loss_rpn_loc": 0.0803782485309057, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926119643172402, "mask_rcnn/false_negative": 0.09124523561007855, "mask_rcnn/false_positive": 0.11378965944963529, "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": 1.0265230480581522, "total_loss": 0.7107416077633388}
{"data_time": 0.013534784317016602, "eta_seconds": 112412.93698026799, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3223195533015727, "fast_rcnn/fg_cls_accuracy": 0.6527777777777778, "iteration": 157419, "loss_box_reg": 0.21443130867555737, "loss_cls": 0.1630415520630777, "loss_mask": 0.22366055846214294, "loss_rpn_cls": 0.028500178130343556, "loss_rpn_loc": 0.06789365992881358, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005042982417231, "mask_rcnn/false_negative": 0.0948075970678699, "mask_rcnn/false_positive": 0.10504411252841361, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.030322290258482, "total_loss": 0.669827979611}
{"data_time": 0.01645117485895753, "eta_seconds": 112380.90493133292, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.28703592092574737, "fast_rcnn/fg_cls_accuracy": 0.6709369103289852, "iteration": 157439, "loss_box_reg": 0.2140899570658803, "loss_cls": 0.16911097848787904, "loss_mask": 0.2353057898581028, "loss_rpn_cls": 0.03053395659662783, "loss_rpn_loc": 0.07083004631567746, "lr": 0.0001, "mask_rcnn/accuracy": 0.890547549066145, "mask_rcnn/false_negative": 0.09817897074021406, "mask_rcnn/false_positive": 0.11211334057943512, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 0.9979309735354036, "total_loss": 0.7506150539265946}
{"data_time": 0.019697732524946332, "eta_seconds": 112305.07569074631, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30010842627013634, "fast_rcnn/fg_cls_accuracy": 0.6804529405360004, "iteration": 157459, "loss_box_reg": 0.20465070381760597, "loss_cls": 0.1655504945665598, "loss_mask": 0.23630065843462944, "loss_rpn_cls": 0.03089888411341235, "loss_rpn_loc": 0.06573055440094322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973763801533737, "mask_rcnn/false_negative": 0.08435658756876754, "mask_rcnn/false_positive": 0.12033800694785521, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9769796594046056, "total_loss": 0.6950197487312835}
{"data_time": 0.01922767236828804, "eta_seconds": 112325.6965742819, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3227132435465769, "fast_rcnn/fg_cls_accuracy": 0.640249433106576, "iteration": 157479, "loss_box_reg": 0.22706330101937056, "loss_cls": 0.17470831563696265, "loss_mask": 0.232182327657938, "loss_rpn_cls": 0.038722625002264977, "loss_rpn_loc": 0.07189058745279908, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916465577300463, "mask_rcnn/false_negative": 0.0921078973608405, "mask_rcnn/false_positive": 0.1157703725932024, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.024086665129289, "total_loss": 0.7518990773241967}
{"data_time": 0.018491475144401193, "eta_seconds": 112416.2883090321, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27141900937081664, "fast_rcnn/fg_cls_accuracy": 0.6903876174975919, "iteration": 157499, "loss_box_reg": 0.2016894556581974, "loss_cls": 0.15591831039637327, "loss_mask": 0.22127086110413074, "loss_rpn_cls": 0.038418943411670625, "loss_rpn_loc": 0.06937055289745331, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079334993040682, "mask_rcnn/false_negative": 0.08364309982278713, "mask_rcnn/false_positive": 0.1109260164588744, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0306052626110613, "total_loss": 0.7041874912101775}
{"data_time": 0.015855957055464387, "eta_seconds": 112421.57940730453, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2998849441157133, "fast_rcnn/fg_cls_accuracy": 0.6495152442913636, "iteration": 157519, "loss_box_reg": 0.2407340668141842, "loss_cls": 0.18190229125320911, "loss_mask": 0.25250379741191864, "loss_rpn_cls": 0.03661705495323986, "loss_rpn_loc": 0.07401075563393533, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956232331159484, "mask_rcnn/false_negative": 0.10299908550078113, "mask_rcnn/false_positive": 0.11204807650230308, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9911752238404006, "total_loss": 0.7938375064404681}
{"data_time": 0.014865320874378085, "eta_seconds": 112413.24822841212, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27663644547325106, "fast_rcnn/fg_cls_accuracy": 0.6895950239007156, "iteration": 157539, "loss_box_reg": 0.20314031443558633, "loss_cls": 0.1696451809257269, "loss_mask": 0.23686538450419903, "loss_rpn_cls": 0.028991392930038273, "loss_rpn_loc": 0.06028690142557025, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979050570470907, "mask_rcnn/false_negative": 0.08359567427810558, "mask_rcnn/false_positive": 0.10943929322492621, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0048684570938349, "total_loss": 0.7039985107257962}
{"data_time": 0.0153147061355412, "eta_seconds": 112381.60018276423, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.34717670059226036, "fast_rcnn/fg_cls_accuracy": 0.6187583064363016, "iteration": 157559, "loss_box_reg": 0.2155745755881071, "loss_cls": 0.1808991115540266, "loss_mask": 0.2444157786667347, "loss_rpn_cls": 0.030591329443268478, "loss_rpn_loc": 0.07601912785321474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864424187180093, "mask_rcnn/false_negative": 0.1043197698695023, "mask_rcnn/false_positive": 0.11366596798737945, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9780298206023872, "total_loss": 0.74305237934459}
{"data_time": 0.017051513073965907, "eta_seconds": 112300.65697700251, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2879433823944059, "fast_rcnn/fg_cls_accuracy": 0.6858208955223881, "iteration": 157579, "loss_box_reg": 0.22388936392962933, "loss_cls": 0.18057531490921974, "loss_mask": 0.23012053966522217, "loss_rpn_cls": 0.03020655910950154, "loss_rpn_loc": 0.07016280246898532, "lr": 0.0001, "mask_rcnn/accuracy": 0.908635332833861, "mask_rcnn/false_negative": 0.08396565030549347, "mask_rcnn/false_positive": 0.09796109591576477, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9807357415556908, "total_loss": 0.7318920377874747}
{"data_time": 0.016402650624513626, "eta_seconds": 112236.74478353932, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2970034351613299, "fast_rcnn/fg_cls_accuracy": 0.6690776432879255, "iteration": 157599, "loss_box_reg": 0.2354543348774314, "loss_cls": 0.18694383837282658, "loss_mask": 0.23339842073619366, "loss_rpn_cls": 0.03667355584912002, "loss_rpn_loc": 0.08078539231792092, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003934466223, "mask_rcnn/false_negative": 0.0865953830164978, "mask_rcnn/false_positive": 0.11749669145969491, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.980515293078497, "total_loss": 0.806983178248629}
{"data_time": 0.017710922984406352, "eta_seconds": 112185.93833112158, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3317498020585906, "fast_rcnn/fg_cls_accuracy": 0.6552125155752457, "iteration": 157619, "loss_box_reg": 0.202933045104146, "loss_cls": 0.17230023257434368, "loss_mask": 0.22813278809189796, "loss_rpn_cls": 0.033413467928767204, "loss_rpn_loc": 0.06959464808460325, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980218920041374, "mask_rcnn/false_negative": 0.07742712514939198, "mask_rcnn/false_positive": 0.11003000898904546, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0138795096427202, "total_loss": 0.7071047887438908}
{"data_time": 0.01681250217370689, "eta_seconds": 112095.71934097447, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.34330238209361175, "fast_rcnn/fg_cls_accuracy": 0.6339972527472527, "iteration": 157639, "loss_box_reg": 0.20930761098861694, "loss_cls": 0.1651600431650877, "loss_mask": 0.22862373385578394, "loss_rpn_cls": 0.031027911842102185, "loss_rpn_loc": 0.06512858648784459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983830161070689, "mask_rcnn/false_negative": 0.08416349876658952, "mask_rcnn/false_positive": 0.11670458785127868, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.985265459632501, "total_loss": 0.7277713196817786}
{"data_time": 0.014816017588600516, "eta_seconds": 112075.7663827436, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.27997025508517864, "fast_rcnn/fg_cls_accuracy": 0.6890301156532692, "iteration": 157659, "loss_box_reg": 0.21086116693913937, "loss_cls": 0.17893945332616568, "loss_mask": 0.23179440572857857, "loss_rpn_cls": 0.03117831505369395, "loss_rpn_loc": 0.07441216660663486, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062994980400201, "mask_rcnn/false_negative": 0.07367483070151754, "mask_rcnn/false_positive": 0.11391784261658776, "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": 0.9988157858606428, "total_loss": 0.7240202111424878}
{"data_time": 0.014240051619708538, "eta_seconds": 112055.81342451274, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.26160765073947667, "fast_rcnn/fg_cls_accuracy": 0.7069224896712771, "iteration": 157679, "loss_box_reg": 0.20300175808370113, "loss_cls": 0.18507306929677725, "loss_mask": 0.2313360646367073, "loss_rpn_cls": 0.03726734220981598, "loss_rpn_loc": 0.07341355527751148, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008977206608003, "mask_rcnn/false_negative": 0.09876371346254606, "mask_rcnn/false_positive": 0.10196060346803759, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0118048610165715, "total_loss": 0.739725106570404}
{"data_time": 0.013273963239043951, "eta_seconds": 112136.89002839383, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.24077456176110884, "fast_rcnn/fg_cls_accuracy": 0.7327388289676425, "iteration": 157699, "loss_box_reg": 0.20115080568939447, "loss_cls": 0.16359793301671743, "loss_mask": 0.23306873068213463, "loss_rpn_cls": 0.02925643208436668, "loss_rpn_loc": 0.06613267498323694, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083362216015277, "mask_rcnn/false_negative": 0.08445346296042572, "mask_rcnn/false_positive": 0.10957918621791757, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.006426568608731, "total_loss": 0.7078375113196671}
{"data_time": 0.02360805287025869, "eta_seconds": 112125.5300647486, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2825078024600698, "fast_rcnn/fg_cls_accuracy": 0.6787389190734916, "iteration": 157719, "loss_box_reg": 0.19157473649829626, "loss_cls": 0.15860588941723108, "loss_mask": 0.23151475191116333, "loss_rpn_cls": 0.02915369439870119, "loss_rpn_loc": 0.05791151255834848, "lr": 0.0001, "mask_rcnn/accuracy": 0.896993447885674, "mask_rcnn/false_negative": 0.08239153246933503, "mask_rcnn/false_positive": 0.11596962329202923, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9968893479090184, "total_loss": 0.6724585529882461}
{"data_time": 0.017419713083654642, "eta_seconds": 112118.50649701897, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30679192977052205, "fast_rcnn/fg_cls_accuracy": 0.663795150523733, "iteration": 157739, "loss_box_reg": 0.21987558156251907, "loss_cls": 0.1750679798424244, "loss_mask": 0.23640240356326103, "loss_rpn_cls": 0.029544289805926383, "loss_rpn_loc": 0.07630842318758368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970598317251239, "mask_rcnn/false_negative": 0.09558329364118778, "mask_rcnn/false_positive": 0.11262846271059426, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0104428720660508, "total_loss": 0.7235160668496974}
{"data_time": 0.023214128566905856, "eta_seconds": 112085.58509500697, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.294832936422025, "fast_rcnn/fg_cls_accuracy": 0.6746770362175003, "iteration": 157759, "loss_box_reg": 0.22920308448374271, "loss_cls": 0.17843049578368664, "loss_mask": 0.2383266855031252, "loss_rpn_cls": 0.03458794532343745, "loss_rpn_loc": 0.07531296624802053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964122010244322, "mask_rcnn/false_negative": 0.09284610865447368, "mask_rcnn/false_positive": 0.11074572624751794, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9956182045862079, "total_loss": 0.7549935160204768}
{"data_time": 0.02029492100700736, "eta_seconds": 112070.98434417509, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31595191682910984, "fast_rcnn/fg_cls_accuracy": 0.6555743243243244, "iteration": 157779, "loss_box_reg": 0.20735624432563782, "loss_cls": 0.17336127534508705, "loss_mask": 0.22682244330644608, "loss_rpn_cls": 0.032908257213421166, "loss_rpn_loc": 0.064308155560866, "lr": 0.0001, "mask_rcnn/accuracy": 0.902465802699713, "mask_rcnn/false_negative": 0.08918429175368313, "mask_rcnn/false_positive": 0.0985135776059746, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0229973713867366, "total_loss": 0.7331233536824584}
{"data_time": 0.01623517950065434, "eta_seconds": 112051.01090194657, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2517123287671233, "fast_rcnn/fg_cls_accuracy": 0.743588423112576, "iteration": 157799, "loss_box_reg": 0.19412448070943356, "loss_cls": 0.17516174167394638, "loss_mask": 0.22840942814946175, "loss_rpn_cls": 0.02937582356389612, "loss_rpn_loc": 0.06441323971375823, "lr": 0.0001, "mask_rcnn/accuracy": 0.9144045376342018, "mask_rcnn/false_negative": 0.0789764976242033, "mask_rcnn/false_positive": 0.0874572144671378, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.9801156490575522, "total_loss": 0.7023145316634327}
{"data_time": 0.022764272755011916, "eta_seconds": 112035.61503930483, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28082505729564555, "fast_rcnn/fg_cls_accuracy": 0.6927807486631017, "iteration": 157819, "loss_box_reg": 0.20603499142453074, "loss_cls": 0.1793985366821289, "loss_mask": 0.24175113625824451, "loss_rpn_cls": 0.03297359694261104, "loss_rpn_loc": 0.0672021396458149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911684694581766, "mask_rcnn/false_negative": 0.09385580438518384, "mask_rcnn/false_positive": 0.11969927950891063, "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": 1.0211097525898367, "total_loss": 0.7108562935027294}
{"data_time": 0.0167247059289366, "eta_seconds": 112018.63253790885, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28175902267646125, "fast_rcnn/fg_cls_accuracy": 0.6802325581395349, "iteration": 157839, "loss_box_reg": 0.20192001946270466, "loss_cls": 0.1777272317558527, "loss_mask": 0.22414025757461786, "loss_rpn_cls": 0.02941335242940113, "loss_rpn_loc": 0.06902112159878016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990515290937804, "mask_rcnn/false_negative": 0.1046297164077308, "mask_rcnn/false_positive": 0.09727305140257173, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0031453273259103, "total_loss": 0.7329621550161391}
{"data_time": 0.014426407869905233, "eta_seconds": 112004.68998407945, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2641780722189866, "fast_rcnn/fg_cls_accuracy": 0.7116886688668866, "iteration": 157859, "loss_box_reg": 0.2135572312399745, "loss_cls": 0.1708832485601306, "loss_mask": 0.24444293044507504, "loss_rpn_cls": 0.03259295108728111, "loss_rpn_loc": 0.07136202568653971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922028538090511, "mask_rcnn/false_negative": 0.10439327961901552, "mask_rcnn/false_positive": 0.11483022773652399, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0018661471549422, "total_loss": 0.7351915739709511}
{"data_time": 0.01911253295838833, "eta_seconds": 111954.62322872132, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.30378076821591465, "fast_rcnn/fg_cls_accuracy": 0.6844476055002371, "iteration": 157879, "loss_box_reg": 0.21114616841077805, "loss_cls": 0.18584932666271925, "loss_mask": 0.24018339067697525, "loss_rpn_cls": 0.03181164269335568, "loss_rpn_loc": 0.0695637791941408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917126526342755, "mask_rcnn/false_negative": 0.09585195849470277, "mask_rcnn/false_positive": 0.11281656722774766, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9884447953663766, "total_loss": 0.7430377236451022}
{"data_time": 0.016545375110581517, "eta_seconds": 111910.74095105287, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30971786833855797, "fast_rcnn/fg_cls_accuracy": 0.6636363636363636, "iteration": 157899, "loss_box_reg": 0.2281305454671383, "loss_cls": 0.1819172129034996, "loss_mask": 0.25319637916982174, "loss_rpn_cls": 0.031551060266792774, "loss_rpn_loc": 0.06793420552276075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927473469176228, "mask_rcnn/false_negative": 0.0935916668721621, "mask_rcnn/false_positive": 0.1153606131266556, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9710738523863256, "total_loss": 0.7722129544708878}
{"data_time": 0.02682322869077325, "eta_seconds": 111931.17024857551, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26446960297766753, "fast_rcnn/fg_cls_accuracy": 0.7104638762996534, "iteration": 157919, "loss_box_reg": 0.22314452566206455, "loss_cls": 0.1777995340526104, "loss_mask": 0.23377830162644386, "loss_rpn_cls": 0.030749436235055327, "loss_rpn_loc": 0.08003918221220374, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974571219800282, "mask_rcnn/false_negative": 0.08701698761552162, "mask_rcnn/false_positive": 0.11556108034376872, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0319916584994644, "total_loss": 0.7604241069639102}
{"data_time": 0.017927543027326465, "eta_seconds": 111905.83273116965, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.30055166089863045, "fast_rcnn/fg_cls_accuracy": 0.6802156139581668, "iteration": 157939, "loss_box_reg": 0.19762575812637806, "loss_cls": 0.15863334387540817, "loss_mask": 0.232996990904212, "loss_rpn_cls": 0.031485374202020466, "loss_rpn_loc": 0.0753669929690659, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007663333765401, "mask_rcnn/false_negative": 0.09305900483738319, "mask_rcnn/false_positive": 0.10604495769349982, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9922543850261718, "total_loss": 0.666659465408884}
{"data_time": 0.024443259462714195, "eta_seconds": 111891.22336411849, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.29831932773109243, "fast_rcnn/fg_cls_accuracy": 0.6703869047619048, "iteration": 157959, "loss_box_reg": 0.19228817149996758, "loss_cls": 0.15546085592359304, "loss_mask": 0.22084631025791168, "loss_rpn_cls": 0.030376865062862635, "loss_rpn_loc": 0.05754843587055802, "lr": 0.0001, "mask_rcnn/accuracy": 0.9133106989480142, "mask_rcnn/false_negative": 0.07313336268590195, "mask_rcnn/false_positive": 0.10604362455532482, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.9832540554925799, "total_loss": 0.6773232670966536}
{"data_time": 0.01506753545254469, "eta_seconds": 111785.29503035825, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.301953601953602, "fast_rcnn/fg_cls_accuracy": 0.6885800616734619, "iteration": 157979, "loss_box_reg": 0.21511183865368366, "loss_cls": 0.1831740066409111, "loss_mask": 0.23447470366954803, "loss_rpn_cls": 0.03439589391928166, "loss_rpn_loc": 0.07718893210403621, "lr": 0.0001, "mask_rcnn/accuracy": 0.899989338827161, "mask_rcnn/false_negative": 0.09161189380441268, "mask_rcnn/false_positive": 0.09725811699896983, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9595095328986645, "total_loss": 0.7614716038806364}
{"data_time": 0.016326416516676545, "eta_seconds": 111810.909781605, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.35326007326007325, "fast_rcnn/fg_cls_accuracy": 0.6171153846153846, "iteration": 157999, "loss_box_reg": 0.19908335618674755, "loss_cls": 0.16750784777104855, "loss_mask": 0.22487451322376728, "loss_rpn_cls": 0.03471861802972853, "loss_rpn_loc": 0.07815108355134726, "lr": 0.0001, "mask_rcnn/accuracy": 0.901155584952672, "mask_rcnn/false_negative": 0.08643205360230971, "mask_rcnn/false_positive": 0.11459967433316698, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0078888416755944, "total_loss": 0.7131499445531517}
{"data_time": 0.026737645734101534, "eta_seconds": 111716.1796031287, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26145065275500057, "fast_rcnn/fg_cls_accuracy": 0.7192592592592593, "iteration": 158019, "loss_box_reg": 0.20349612087011337, "loss_cls": 0.1667288802564144, "loss_mask": 0.2387549914419651, "loss_rpn_cls": 0.03246682940516621, "loss_rpn_loc": 0.06964629446156323, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040054617502489, "mask_rcnn/false_negative": 0.07579134419199664, "mask_rcnn/false_positive": 0.11990691604260266, "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": 0.9894875674508512, "total_loss": 0.7132362017873675}
{"data_time": 0.01483550388365984, "eta_seconds": 111725.42074271478, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3100960119621461, "fast_rcnn/fg_cls_accuracy": 0.6488538292242637, "iteration": 158039, "loss_box_reg": 0.21793108340352774, "loss_cls": 0.16884247492998838, "loss_mask": 0.23745131120085716, "loss_rpn_cls": 0.029547481855843216, "loss_rpn_loc": 0.06549166259355843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909069800908427, "mask_rcnn/false_negative": 0.0929788526746593, "mask_rcnn/false_positive": 0.12861555302174837, "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": 1.0104895471595228, "total_loss": 0.747252949513495}
{"data_time": 0.01273865345865488, "eta_seconds": 111751.01107993629, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2977695388061221, "fast_rcnn/fg_cls_accuracy": 0.673227275330775, "iteration": 158059, "loss_box_reg": 0.20936664007604122, "loss_cls": 0.1811379613354802, "loss_mask": 0.23316960781812668, "loss_rpn_cls": 0.034589483693707734, "loss_rpn_loc": 0.06494795915205032, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016236830994766, "mask_rcnn/false_negative": 0.0895950780510944, "mask_rcnn/false_positive": 0.10825686192289075, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.988602640107274, "total_loss": 0.7249784609302878}
{"data_time": 0.014270231360569596, "eta_seconds": 111775.94968086109, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6333144368858654, "iteration": 158079, "loss_box_reg": 0.20219067810103297, "loss_cls": 0.16159394895657897, "loss_mask": 0.23192372173070908, "loss_rpn_cls": 0.03149283560924232, "loss_rpn_loc": 0.0786114355432801, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006935826132254, "mask_rcnn/false_negative": 0.08477394362962654, "mask_rcnn/false_positive": 0.09857951045132726, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0093499878421426, "total_loss": 0.7134002211969346}
{"data_time": 0.02454866748303175, "eta_seconds": 111746.05285220314, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.31164004914004917, "fast_rcnn/fg_cls_accuracy": 0.6716954022988506, "iteration": 158099, "loss_box_reg": 0.19884602585807443, "loss_cls": 0.17437984701246023, "loss_mask": 0.23587659373879433, "loss_rpn_cls": 0.028677064110524952, "loss_rpn_loc": 0.06295519263949245, "lr": 0.0001, "mask_rcnn/accuracy": 0.890808439399696, "mask_rcnn/false_negative": 0.09003470867363877, "mask_rcnn/false_positive": 0.12905516291123215, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.012571325758472, "total_loss": 0.686373078962788}
{"data_time": 0.019162112846970558, "eta_seconds": 111691.11237826757, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.28108873505349274, "fast_rcnn/fg_cls_accuracy": 0.6850055652726983, "iteration": 158119, "loss_box_reg": 0.20822555106133223, "loss_cls": 0.17611050140112638, "loss_mask": 0.23616691213101149, "loss_rpn_cls": 0.025931552168913186, "loss_rpn_loc": 0.05891281692311168, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068097763419776, "mask_rcnn/false_negative": 0.07577482930898102, "mask_rcnn/false_positive": 0.11428653863806312, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9932940031867474, "total_loss": 0.7166954240237828}
{"data_time": 0.013895222917199135, "eta_seconds": 111653.13467204571, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3159722222222222, "fast_rcnn/fg_cls_accuracy": 0.6557595815095548, "iteration": 158139, "loss_box_reg": 0.2267566230148077, "loss_cls": 0.18994919583201408, "loss_mask": 0.2429685890674591, "loss_rpn_cls": 0.03401174722239375, "loss_rpn_loc": 0.061327261850237846, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032524712511646, "mask_rcnn/false_negative": 0.08334069403406648, "mask_rcnn/false_positive": 0.10144084363558566, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9995192866772413, "total_loss": 0.7694142252439633}
{"data_time": 0.015099953161552548, "eta_seconds": 111624.89152953029, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.29154055916814003, "fast_rcnn/fg_cls_accuracy": 0.6845681567328918, "iteration": 158159, "loss_box_reg": 0.20103900879621506, "loss_cls": 0.17644704040139914, "loss_mask": 0.21855888329446316, "loss_rpn_cls": 0.030545025481842458, "loss_rpn_loc": 0.06371838680934161, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997199086246068, "mask_rcnn/false_negative": 0.08336611498799493, "mask_rcnn/false_positive": 0.1067662947821972, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.006395480595529, "total_loss": 0.7077201945940033}
{"data_time": 0.014874109532684088, "eta_seconds": 111560.28028219938, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29190665342601785, "fast_rcnn/fg_cls_accuracy": 0.6895453139498917, "iteration": 158179, "loss_box_reg": 0.2103181779384613, "loss_cls": 0.16743031330406666, "loss_mask": 0.23104610666632652, "loss_rpn_cls": 0.03478630550671369, "loss_rpn_loc": 0.08067664969712496, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033677198734889, "mask_rcnn/false_negative": 0.07830244311764978, "mask_rcnn/false_positive": 0.1202187129711852, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9963184399530292, "total_loss": 0.7175417398102582}
{"data_time": 0.014551522908732295, "eta_seconds": 111540.32673537731, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2786643686231953, "fast_rcnn/fg_cls_accuracy": 0.6730317701082553, "iteration": 158199, "loss_box_reg": 0.22596862353384495, "loss_cls": 0.17480129189789295, "loss_mask": 0.23942404054105282, "loss_rpn_cls": 0.02960445312783122, "loss_rpn_loc": 0.06681286171078682, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871640797809399, "mask_rcnn/false_negative": 0.09270787305674111, "mask_rcnn/false_positive": 0.12196655386757366, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0022556935437024, "total_loss": 0.7216361649334431}
{"data_time": 0.015512288082391024, "eta_seconds": 111498.2516670227, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29894888194754327, "fast_rcnn/fg_cls_accuracy": 0.6400935289180223, "iteration": 158219, "loss_box_reg": 0.21471166331321, "loss_cls": 0.17671673279255629, "loss_mask": 0.2449151910841465, "loss_rpn_cls": 0.031754321535117924, "loss_rpn_loc": 0.07465218123979867, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874210398445093, "mask_rcnn/false_negative": 0.10096037183484984, "mask_rcnn/false_positive": 0.1316666359559484, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.956385005498305, "total_loss": 0.7590755587443709}
{"data_time": 0.014320580987259746, "eta_seconds": 111412.10881939158, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2503760187484697, "fast_rcnn/fg_cls_accuracy": 0.7032957732856175, "iteration": 158239, "loss_box_reg": 0.19425978604704142, "loss_cls": 0.16119113378226757, "loss_mask": 0.23504392988979816, "loss_rpn_cls": 0.03343081779894419, "loss_rpn_loc": 0.06403742055408657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906621284733869, "mask_rcnn/false_negative": 0.09394281059423731, "mask_rcnn/false_positive": 0.12164087473184004, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9802744870539755, "total_loss": 0.7004818670393433}
{"data_time": 0.018079733941704035, "eta_seconds": 111379.76001081523, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29220606152908923, "fast_rcnn/fg_cls_accuracy": 0.6852155041120926, "iteration": 158259, "loss_box_reg": 0.20752958580851555, "loss_cls": 0.1621496588923037, "loss_mask": 0.2389225959777832, "loss_rpn_cls": 0.03396098117809743, "loss_rpn_loc": 0.0564150505233556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887073665082472, "mask_rcnn/false_negative": 0.08768614748917516, "mask_rcnn/false_positive": 0.11586114314166399, "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": 0.9785757006611675, "total_loss": 0.7130707401083782}
{"data_time": 0.024198724422603846, "eta_seconds": 111418.84641939774, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3061558441558442, "fast_rcnn/fg_cls_accuracy": 0.6531891930783897, "iteration": 158279, "loss_box_reg": 0.2088173869997263, "loss_cls": 0.17195716593414545, "loss_mask": 0.2332669198513031, "loss_rpn_cls": 0.03445010120049119, "loss_rpn_loc": 0.08246418926864862, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058159419415244, "mask_rcnn/false_negative": 0.08151753501685136, "mask_rcnn/false_positive": 0.10461892868902535, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0016963661182672, "total_loss": 0.7292418850120157}
{"data_time": 0.015313346404582262, "eta_seconds": 111435.97359682899, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.30089259796806966, "fast_rcnn/fg_cls_accuracy": 0.6616901117697367, "iteration": 158299, "loss_box_reg": 0.23000473249703646, "loss_cls": 0.18410070706158876, "loss_mask": 0.25273280404508114, "loss_rpn_cls": 0.030643313308246434, "loss_rpn_loc": 0.07027852500323206, "lr": 0.0001, "mask_rcnn/accuracy": 0.8833853352973707, "mask_rcnn/false_negative": 0.1069732314995237, "mask_rcnn/false_positive": 0.11911861357241296, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0006431015208364, "total_loss": 0.7779925201321021}
{"data_time": 0.014139839448034763, "eta_seconds": 111416.0208710283, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.323537784679089, "fast_rcnn/fg_cls_accuracy": 0.6570825858746927, "iteration": 158319, "loss_box_reg": 0.21135586686432362, "loss_cls": 0.17667762283235788, "loss_mask": 0.2345643900334835, "loss_rpn_cls": 0.03241053665988147, "loss_rpn_loc": 0.06692582787945867, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061281955824201, "mask_rcnn/false_negative": 0.07987345278459185, "mask_rcnn/false_positive": 0.10574725916664392, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0022160508669913, "total_loss": 0.7257840548409149}
{"data_time": 0.016168935224413872, "eta_seconds": 111369.26244375296, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.3127548435351171, "fast_rcnn/fg_cls_accuracy": 0.6437938358194211, "iteration": 158339, "loss_box_reg": 0.1871209228411317, "loss_cls": 0.1582050691358745, "loss_mask": 0.2218486350029707, "loss_rpn_cls": 0.03203965278225951, "loss_rpn_loc": 0.06048146355897188, "lr": 0.0001, "mask_rcnn/accuracy": 0.904577629518565, "mask_rcnn/false_negative": 0.08024134847207176, "mask_rcnn/false_positive": 0.1051571383596887, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.975573435658589, "total_loss": 0.6542214270448312}
{"data_time": 0.02113453159108758, "eta_seconds": 111402.84650182351, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.26725490196078433, "fast_rcnn/fg_cls_accuracy": 0.705018448057189, "iteration": 158359, "loss_box_reg": 0.20341309439390898, "loss_cls": 0.1699672257527709, "loss_mask": 0.2221768982708454, "loss_rpn_cls": 0.03517594072036445, "loss_rpn_loc": 0.07452076621120796, "lr": 0.0001, "mask_rcnn/accuracy": 0.9138197932890593, "mask_rcnn/false_negative": 0.08050437405194416, "mask_rcnn/false_positive": 0.0955721902537229, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.001709884032607, "total_loss": 0.6880899402312934}
{"data_time": 0.017207500524818897, "eta_seconds": 111466.43806401175, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24926660914581536, "fast_rcnn/fg_cls_accuracy": 0.7206384015594542, "iteration": 158379, "loss_box_reg": 0.22779491916298866, "loss_cls": 0.1882141251116991, "loss_mask": 0.22722070664167404, "loss_rpn_cls": 0.03204331352026202, "loss_rpn_loc": 0.07623445999342948, "lr": 0.0001, "mask_rcnn/accuracy": 0.902143220481596, "mask_rcnn/false_negative": 0.09256632166362133, "mask_rcnn/false_positive": 0.09757504170337862, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0166601287201047, "total_loss": 0.7360715014801826}
{"data_time": 0.018574062967672944, "eta_seconds": 111393.6154961586, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.28498809371034206, "fast_rcnn/fg_cls_accuracy": 0.6684081799035261, "iteration": 158399, "loss_box_reg": 0.2063465267419815, "loss_cls": 0.17278106976300478, "loss_mask": 0.25006951577961445, "loss_rpn_cls": 0.02865948178805411, "loss_rpn_loc": 0.06755599135067314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996967433822741, "mask_rcnn/false_negative": 0.09151066508478922, "mask_rcnn/false_positive": 0.11089445764159238, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9802540689706802, "total_loss": 0.7035804260522127}
{"data_time": 0.016503638587892056, "eta_seconds": 111323.79927612375, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3094138442239708, "fast_rcnn/fg_cls_accuracy": 0.673680618744313, "iteration": 158419, "loss_box_reg": 0.23738437611609697, "loss_cls": 0.19180138688534498, "loss_mask": 0.24363982118666172, "loss_rpn_cls": 0.03315393440425396, "loss_rpn_loc": 0.07614267151802778, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905595743478367, "mask_rcnn/false_negative": 0.10903487592802563, "mask_rcnn/false_positive": 0.12069252496162793, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.997061766916886, "total_loss": 0.7834194103488699}
{"data_time": 0.016178158344700933, "eta_seconds": 111228.4871044103, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3184672251545526, "fast_rcnn/fg_cls_accuracy": 0.6498069836813476, "iteration": 158439, "loss_box_reg": 0.20045470260083675, "loss_cls": 0.16838087979704142, "loss_mask": 0.2460443414747715, "loss_rpn_cls": 0.03298295347485691, "loss_rpn_loc": 0.06927977281156927, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835915238243535, "mask_rcnn/false_negative": 0.09611324553274157, "mask_rcnn/false_positive": 0.1322139875874186, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9507885270286351, "total_loss": 0.7120585638913326}
{"data_time": 0.015179083915427327, "eta_seconds": 111222.1935011074, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3010316818125233, "fast_rcnn/fg_cls_accuracy": 0.6845266244206942, "iteration": 158459, "loss_box_reg": 0.2194351013749838, "loss_cls": 0.1710976203903556, "loss_mask": 0.23393668420612812, "loss_rpn_cls": 0.029020420159213245, "loss_rpn_loc": 0.06954191392287612, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005084841538495, "mask_rcnn/false_negative": 0.08382771388831214, "mask_rcnn/false_positive": 0.11401663730034013, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.983169062063098, "total_loss": 0.7174511040793732}
{"data_time": 0.01713545131497085, "eta_seconds": 111188.60596884042, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2772398017537171, "fast_rcnn/fg_cls_accuracy": 0.7136270491803278, "iteration": 158479, "loss_box_reg": 0.20741380006074905, "loss_cls": 0.17391264764592052, "loss_mask": 0.243297154083848, "loss_rpn_cls": 0.032841436404851265, "loss_rpn_loc": 0.055795632069930434, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036937769838614, "mask_rcnn/false_negative": 0.08568077060318943, "mask_rcnn/false_positive": 0.10574287302770485, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0185480709187686, "total_loss": 0.7001478903112002}
{"data_time": 0.02258096099831164, "eta_seconds": 111234.67821313534, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2794379942789837, "fast_rcnn/fg_cls_accuracy": 0.7007237871674491, "iteration": 158499, "loss_box_reg": 0.21438498236238956, "loss_cls": 0.17459961492568254, "loss_mask": 0.2633057441562414, "loss_rpn_cls": 0.03107172343879938, "loss_rpn_loc": 0.08799108816310763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882307576710338, "mask_rcnn/false_negative": 0.07803104827463005, "mask_rcnn/false_positive": 0.14491373060309584, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0233948240056634, "total_loss": 0.7778888355242088}
{"data_time": 0.01288617542013526, "eta_seconds": 111243.18638501689, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3039117538005191, "fast_rcnn/fg_cls_accuracy": 0.6857040229885057, "iteration": 158519, "loss_box_reg": 0.20460566226392984, "loss_cls": 0.16144046373665333, "loss_mask": 0.24290172010660172, "loss_rpn_cls": 0.03626631130464375, "loss_rpn_loc": 0.06747164577245712, "lr": 0.0001, "mask_rcnn/accuracy": 0.904019837748764, "mask_rcnn/false_negative": 0.09244871637303356, "mask_rcnn/false_positive": 0.10775723692298181, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0025015100836754, "total_loss": 0.6988397962413728}
{"data_time": 0.01336650038138032, "eta_seconds": 111203.21099506225, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.33664059582589934, "fast_rcnn/fg_cls_accuracy": 0.6474261572100952, "iteration": 158539, "loss_box_reg": 0.21240511257201433, "loss_cls": 0.1664942279458046, "loss_mask": 0.2426096647977829, "loss_rpn_cls": 0.02947030123323202, "loss_rpn_loc": 0.0897680704947561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956288095595382, "mask_rcnn/false_negative": 0.09058143078636852, "mask_rcnn/false_positive": 0.12243292154302385, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9984381198883057, "total_loss": 0.7124806967331097}
{"data_time": 0.013402774231508374, "eta_seconds": 111225.66087312996, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26020070703615006, "fast_rcnn/fg_cls_accuracy": 0.7253593057940884, "iteration": 158559, "loss_box_reg": 0.2099884245544672, "loss_cls": 0.16979195643216372, "loss_mask": 0.23692039586603642, "loss_rpn_cls": 0.0352984155761078, "loss_rpn_loc": 0.08150958409532905, "lr": 0.0001, "mask_rcnn/accuracy": 0.9164415445665446, "mask_rcnn/false_negative": 0.08327849207156388, "mask_rcnn/false_positive": 0.08899949697690981, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9988994314335287, "total_loss": 0.7523199238348752}
{"data_time": 0.021961804013699293, "eta_seconds": 111223.18854815327, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30400772573635926, "fast_rcnn/fg_cls_accuracy": 0.6657969617905617, "iteration": 158579, "loss_box_reg": 0.20574274845421314, "loss_cls": 0.16682874877005816, "loss_mask": 0.23844099417328835, "loss_rpn_cls": 0.0337047710781917, "loss_rpn_loc": 0.08008714730385691, "lr": 0.0001, "mask_rcnn/accuracy": 0.906281328320802, "mask_rcnn/false_negative": 0.08557234903957404, "mask_rcnn/false_positive": 0.09762286539825396, "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": 0.9950292673893273, "total_loss": 0.7476586297852919}
{"data_time": 0.016648730728775263, "eta_seconds": 111203.22387600318, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2941833365702078, "fast_rcnn/fg_cls_accuracy": 0.6896494564743243, "iteration": 158599, "loss_box_reg": 0.21895256079733372, "loss_cls": 0.17098533362150192, "loss_mask": 0.23016720078885555, "loss_rpn_cls": 0.029923554742708802, "loss_rpn_loc": 0.07235167198814452, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002794330226118, "mask_rcnn/false_negative": 0.07874739080972208, "mask_rcnn/false_positive": 0.1181324176721244, "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": 0.9930860609747469, "total_loss": 0.7363593919435516}
{"data_time": 0.013993754982948303, "eta_seconds": 111095.46679663006, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.28450314180216363, "fast_rcnn/fg_cls_accuracy": 0.6943724171460983, "iteration": 158619, "loss_box_reg": 0.19928972888737917, "loss_cls": 0.16049721371382475, "loss_mask": 0.23759150877594948, "loss_rpn_cls": 0.030887152533978224, "loss_rpn_loc": 0.07146936818026006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911734942272916, "mask_rcnn/false_negative": 0.08802768421928109, "mask_rcnn/false_positive": 0.13076243158332368, "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": 0.9902274159248918, "total_loss": 0.7046312359161675}
{"data_time": 0.020399300381541252, "eta_seconds": 111145.8147418499, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30450117568021495, "fast_rcnn/fg_cls_accuracy": 0.6522403391064648, "iteration": 158639, "loss_box_reg": 0.2228207029402256, "loss_cls": 0.17885275464504957, "loss_mask": 0.24928324483335018, "loss_rpn_cls": 0.03309139801422134, "loss_rpn_loc": 0.07956422492861748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8793204021900488, "mask_rcnn/false_negative": 0.10998807524949977, "mask_rcnn/false_positive": 0.12203445113288203, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0136918416246772, "total_loss": 0.7787191553507}
{"data_time": 0.018761776387691498, "eta_seconds": 111189.6422342537, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26526709536418275, "fast_rcnn/fg_cls_accuracy": 0.7006947932362297, "iteration": 158659, "loss_box_reg": 0.2186291702091694, "loss_cls": 0.1661840733140707, "loss_mask": 0.23580545373260975, "loss_rpn_cls": 0.03393291332758963, "loss_rpn_loc": 0.08180383045691997, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979542817955548, "mask_rcnn/false_negative": 0.09239150663557733, "mask_rcnn/false_positive": 0.11589826303918993, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0298790542874485, "total_loss": 0.7370573842199519}
{"data_time": 0.016640915535390377, "eta_seconds": 111177.9672467336, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34026271893244375, "fast_rcnn/fg_cls_accuracy": 0.6321009781882253, "iteration": 158679, "loss_box_reg": 0.21960053592920303, "loss_cls": 0.17534571513533592, "loss_mask": 0.2490783017128706, "loss_rpn_cls": 0.03263570205308497, "loss_rpn_loc": 0.07731787487864494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8792994429030889, "mask_rcnn/false_negative": 0.10945535848079675, "mask_rcnn/false_positive": 0.13739382532924987, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0081219100393355, "total_loss": 0.7818857488455251}
{"data_time": 0.01389825576916337, "eta_seconds": 111103.40051525272, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2745293466223699, "fast_rcnn/fg_cls_accuracy": 0.7021538461538461, "iteration": 158699, "loss_box_reg": 0.20121124759316444, "loss_cls": 0.1687226709909737, "loss_mask": 0.23727892339229584, "loss_rpn_cls": 0.030191933503374457, "loss_rpn_loc": 0.07532326236832887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965690399755408, "mask_rcnn/false_negative": 0.09889940163589112, "mask_rcnn/false_positive": 0.1256070725064522, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9762417855672538, "total_loss": 0.7174864385742694}
{"data_time": 0.014167874120175838, "eta_seconds": 110962.93430879712, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.26060171712345626, "fast_rcnn/fg_cls_accuracy": 0.7236908998474835, "iteration": 158719, "loss_box_reg": 0.2167108478024602, "loss_cls": 0.17624342069029808, "loss_mask": 0.23500877805054188, "loss_rpn_cls": 0.04115044604986906, "loss_rpn_loc": 0.08125974237918854, "lr": 0.0001, "mask_rcnn/accuracy": 0.893686251171877, "mask_rcnn/false_negative": 0.10795239870189843, "mask_rcnn/false_positive": 0.10742526629177455, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9696663699578494, "total_loss": 0.7536074259551242}
{"data_time": 0.016509250970557332, "eta_seconds": 110942.99129400402, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27845908422443233, "fast_rcnn/fg_cls_accuracy": 0.6861214613045526, "iteration": 158739, "loss_box_reg": 0.19978696759790182, "loss_cls": 0.17558049783110619, "loss_mask": 0.23423077166080475, "loss_rpn_cls": 0.02641099749598652, "loss_rpn_loc": 0.07454030402004719, "lr": 0.0001, "mask_rcnn/accuracy": 0.90139690211434, "mask_rcnn/false_negative": 0.08229107747681724, "mask_rcnn/false_positive": 0.11774420190156781, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0114302379079163, "total_loss": 0.7140181325376034}
{"data_time": 0.02097540395334363, "eta_seconds": 110923.04827921093, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28740132416603004, "fast_rcnn/fg_cls_accuracy": 0.6652702136573104, "iteration": 158759, "loss_box_reg": 0.19323928747326136, "loss_cls": 0.15237359702587128, "loss_mask": 0.2382791843265295, "loss_rpn_cls": 0.027178974472917616, "loss_rpn_loc": 0.05758454464375973, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000585759195453, "mask_rcnn/false_negative": 0.09244586619348208, "mask_rcnn/false_positive": 0.11124273882164977, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9810197711922228, "total_loss": 0.646753751905635}
{"data_time": 0.013786246301606297, "eta_seconds": 110882.14154608082, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30918595967139656, "fast_rcnn/fg_cls_accuracy": 0.6734965219688298, "iteration": 158779, "loss_box_reg": 0.2171900663524866, "loss_cls": 0.16986187640577555, "loss_mask": 0.24689146876335144, "loss_rpn_cls": 0.03241406299639493, "loss_rpn_loc": 0.07294820749666542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966354600092464, "mask_rcnn/false_negative": 0.10277024201571167, "mask_rcnn/false_positive": 0.10199362052620317, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9745185500942171, "total_loss": 0.7315443486440927}
{"data_time": 0.024854186922311783, "eta_seconds": 110883.16224962473, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2720490515887399, "fast_rcnn/fg_cls_accuracy": 0.6623480023161552, "iteration": 158799, "loss_box_reg": 0.20735281147062778, "loss_cls": 0.17178736068308353, "loss_mask": 0.2237622905522585, "loss_rpn_cls": 0.030871193623170257, "loss_rpn_loc": 0.06573314336128533, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004897632129775, "mask_rcnn/false_negative": 0.0763193266491716, "mask_rcnn/false_positive": 0.10511653819179333, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.029618019470945, "total_loss": 0.6997731159208342}
{"data_time": 0.016763345804065466, "eta_seconds": 110781.21151758358, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2980446927374302, "fast_rcnn/fg_cls_accuracy": 0.6797840655249441, "iteration": 158819, "loss_box_reg": 0.21980744553729892, "loss_cls": 0.1723761036992073, "loss_mask": 0.2306008879095316, "loss_rpn_cls": 0.03188554919324815, "loss_rpn_loc": 0.08324821246787906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886018584397573, "mask_rcnn/false_negative": 0.09263014316484613, "mask_rcnn/false_positive": 0.10194724671695177, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9614930278621614, "total_loss": 0.7616064573521726}
{"data_time": 0.01573030953295529, "eta_seconds": 110678.6412349157, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3179903096692648, "fast_rcnn/fg_cls_accuracy": 0.6372946859903381, "iteration": 158839, "loss_box_reg": 0.2046081181615591, "loss_cls": 0.17351362016052008, "loss_mask": 0.23219005577266216, "loss_rpn_cls": 0.0382560909492895, "loss_rpn_loc": 0.07270279503427446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936465412458037, "mask_rcnn/false_negative": 0.07946307376593197, "mask_rcnn/false_positive": 0.1265038583434565, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9812076783273369, "total_loss": 0.7228395263664424}
{"data_time": 0.015534600941464305, "eta_seconds": 110605.6644141674, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2660200349817141, "fast_rcnn/fg_cls_accuracy": 0.6984167148640832, "iteration": 158859, "loss_box_reg": 0.206510990858078, "loss_cls": 0.1793052637949586, "loss_mask": 0.23218213766813278, "loss_rpn_cls": 0.029970813542604446, "loss_rpn_loc": 0.06683050817809999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895035849183268, "mask_rcnn/false_negative": 0.08900728456009498, "mask_rcnn/false_positive": 0.12354212293562658, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9880201944615692, "total_loss": 0.7020315052941442}
{"data_time": 0.014862669864669442, "eta_seconds": 110585.76056957245, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.28954669425373836, "fast_rcnn/fg_cls_accuracy": 0.6646942800788955, "iteration": 158879, "loss_box_reg": 0.21467656083405018, "loss_cls": 0.17175506986677647, "loss_mask": 0.23937130346894264, "loss_rpn_cls": 0.032273131888359785, "loss_rpn_loc": 0.0732663650996983, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043978675758121, "mask_rcnn/false_negative": 0.08824561950056031, "mask_rcnn/false_positive": 0.11001624082607091, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9830536991357803, "total_loss": 0.740628870902583}
{"data_time": 0.012372857425361872, "eta_seconds": 110541.73413163517, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29179566563467496, "fast_rcnn/fg_cls_accuracy": 0.6670323191048828, "iteration": 158899, "loss_box_reg": 0.22923555132001638, "loss_cls": 0.18975168094038963, "loss_mask": 0.23880600556731224, "loss_rpn_cls": 0.03359621053095907, "loss_rpn_loc": 0.08628692175261676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936047409017482, "mask_rcnn/false_negative": 0.0894398311705722, "mask_rcnn/false_positive": 0.1369896068194132, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9746853169053793, "total_loss": 0.7578708813525736}
{"data_time": 0.01521776826120913, "eta_seconds": 110401.81838358752, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.25545649600473513, "fast_rcnn/fg_cls_accuracy": 0.7089662447257383, "iteration": 158919, "loss_box_reg": 0.20693019311875105, "loss_cls": 0.16710917791351676, "loss_mask": 0.22863207198679447, "loss_rpn_cls": 0.0344891264103353, "loss_rpn_loc": 0.08240557904355228, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034287473610134, "mask_rcnn/false_negative": 0.08566508348884935, "mask_rcnn/false_positive": 0.1198728024268961, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9939550936687738, "total_loss": 0.7547014168812893}
{"data_time": 0.01336018810980022, "eta_seconds": 110355.07651389576, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2363035524607577, "fast_rcnn/fg_cls_accuracy": 0.7343860642968418, "iteration": 158939, "loss_box_reg": 0.20040886290371418, "loss_cls": 0.17033778689801693, "loss_mask": 0.24064590223133564, "loss_rpn_cls": 0.03242929925909266, "loss_rpn_loc": 0.06825986667536199, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073655708890425, "mask_rcnn/false_negative": 0.080360262776635, "mask_rcnn/false_positive": 0.10660375826226585, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9656264330260456, "total_loss": 0.7237760154530406}
{"data_time": 0.022505572764202952, "eta_seconds": 110387.76848845184, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2926381269592476, "fast_rcnn/fg_cls_accuracy": 0.6783474919093851, "iteration": 158959, "loss_box_reg": 0.19690486043691635, "loss_cls": 0.15731356013566256, "loss_mask": 0.23784800991415977, "loss_rpn_cls": 0.033723762491717935, "loss_rpn_loc": 0.06373389810323715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969702888195328, "mask_rcnn/false_negative": 0.09044438636025323, "mask_rcnn/false_positive": 0.10813711091692771, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9961499040946364, "total_loss": 0.6893727240385488}
{"data_time": 0.018777912016958, "eta_seconds": 110333.19896909874, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2806277109621451, "fast_rcnn/fg_cls_accuracy": 0.6868719362745098, "iteration": 158979, "loss_box_reg": 0.20569992065429688, "loss_cls": 0.163624020293355, "loss_mask": 0.24118230864405632, "loss_rpn_cls": 0.03794116643257439, "loss_rpn_loc": 0.06616114382632077, "lr": 0.0001, "mask_rcnn/accuracy": 0.8897298062681197, "mask_rcnn/false_negative": 0.1073911800166509, "mask_rcnn/false_positive": 0.11932316546961816, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9544901051558554, "total_loss": 0.7748329241294414}
{"data_time": 0.015414302237331867, "eta_seconds": 110230.65146198496, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.23265635789681366, "fast_rcnn/fg_cls_accuracy": 0.748656661108023, "iteration": 158999, "loss_box_reg": 0.20410930179059505, "loss_cls": 0.1729230647906661, "loss_mask": 0.235939159989357, "loss_rpn_cls": 0.0337886466877535, "loss_rpn_loc": 0.0679054573411122, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078448397975287, "mask_rcnn/false_negative": 0.08094198794653758, "mask_rcnn/false_positive": 0.10673156240631244, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9717309200204909, "total_loss": 0.7320810903329402}
{"data_time": 0.017367707332596183, "eta_seconds": 110250.02575260121, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30484593307471536, "fast_rcnn/fg_cls_accuracy": 0.6707447142229751, "iteration": 159019, "loss_box_reg": 0.21207843720912933, "loss_cls": 0.17611108347773552, "loss_mask": 0.24545057490468025, "loss_rpn_cls": 0.031856503745075315, "loss_rpn_loc": 0.07356324041029438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985744067212138, "mask_rcnn/false_negative": 0.08582636437411939, "mask_rcnn/false_positive": 0.11705770564505891, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.006132091395557, "total_loss": 0.7459920066175982}
{"data_time": 0.017020642990246415, "eta_seconds": 110190.92870470136, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2624040235231053, "fast_rcnn/fg_cls_accuracy": 0.7168798799562552, "iteration": 159039, "loss_box_reg": 0.2094640415161848, "loss_cls": 0.15622102562338114, "loss_mask": 0.23635267838835716, "loss_rpn_cls": 0.03132931422442198, "loss_rpn_loc": 0.059334657038562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986224386348214, "mask_rcnn/false_negative": 0.1039241933587517, "mask_rcnn/false_positive": 0.10299262610533075, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9942446097265929, "total_loss": 0.6962454916210845}
{"data_time": 0.015471710357815027, "eta_seconds": 110154.72743150778, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28567152410711677, "fast_rcnn/fg_cls_accuracy": 0.6987764627898305, "iteration": 159059, "loss_box_reg": 0.2028789296746254, "loss_cls": 0.16212975652888417, "loss_mask": 0.23065709881484509, "loss_rpn_cls": 0.032086053281091154, "loss_rpn_loc": 0.06541302823461592, "lr": 0.0001, "mask_rcnn/accuracy": 0.90574845149504, "mask_rcnn/false_negative": 0.08169259349274083, "mask_rcnn/false_positive": 0.10944129004806874, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9718639010097831, "total_loss": 0.6997225305531174}
{"data_time": 0.021016036858782172, "eta_seconds": 110120.75501194224, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.25151231456142875, "fast_rcnn/fg_cls_accuracy": 0.6970569878534735, "iteration": 159079, "loss_box_reg": 0.2249123603105545, "loss_cls": 0.1835920624434948, "loss_mask": 0.24536003544926643, "loss_rpn_cls": 0.033476184820756316, "loss_rpn_loc": 0.08227841975167394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930054696809215, "mask_rcnn/false_negative": 0.10596291597287376, "mask_rcnn/false_positive": 0.12332189208625437, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9967154238838702, "total_loss": 0.7925850526080467}
{"data_time": 0.017090386245399714, "eta_seconds": 110115.01056565903, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2876984126984127, "fast_rcnn/fg_cls_accuracy": 0.6732118887823586, "iteration": 159099, "loss_box_reg": 0.2078370563685894, "loss_cls": 0.1804604921489954, "loss_mask": 0.2456615697592497, "loss_rpn_cls": 0.032710679923184216, "loss_rpn_loc": 0.06040006270632148, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011100857393648, "mask_rcnn/false_negative": 0.08257798750186247, "mask_rcnn/false_positive": 0.12137325369676119, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.00008623348549, "total_loss": 0.7606576067628339}
{"data_time": 0.018971267621964216, "eta_seconds": 110057.45656974614, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2806546566274193, "fast_rcnn/fg_cls_accuracy": 0.6904119891408027, "iteration": 159119, "loss_box_reg": 0.20787500217556953, "loss_cls": 0.16106372233480215, "loss_mask": 0.22033694572746754, "loss_rpn_cls": 0.033400606480427086, "loss_rpn_loc": 0.06202171469340101, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050528335301062, "mask_rcnn/false_negative": 0.08154988727796367, "mask_rcnn/false_positive": 0.11180534305801756, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9715749032329768, "total_loss": 0.7173620677785948}
{"data_time": 0.01645667036063969, "eta_seconds": 110037.60493616574, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.28081925839642785, "fast_rcnn/fg_cls_accuracy": 0.6777028127916105, "iteration": 159139, "loss_box_reg": 0.21793623082339764, "loss_cls": 0.17986631393432617, "loss_mask": 0.22701527923345566, "loss_rpn_cls": 0.034310889430344105, "loss_rpn_loc": 0.06198428478091955, "lr": 0.0001, "mask_rcnn/accuracy": 0.907687623485771, "mask_rcnn/false_negative": 0.08131032846634549, "mask_rcnn/false_positive": 0.11432582620726034, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0034936212468892, "total_loss": 0.7235838531050831}
{"data_time": 0.01702486164867878, "eta_seconds": 109775.54102572612, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.33345751107531213, "fast_rcnn/fg_cls_accuracy": 0.662696335078534, "iteration": 159159, "loss_box_reg": 0.22357861325144768, "loss_cls": 0.19350592512637377, "loss_mask": 0.23292141035199165, "loss_rpn_cls": 0.03802237578202039, "loss_rpn_loc": 0.06929225975181907, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915390313540166, "mask_rcnn/false_negative": 0.10272045149877987, "mask_rcnn/false_positive": 0.10385271680907313, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9622377748601139, "total_loss": 0.8003873736597598}
{"data_time": 0.020424839342013, "eta_seconds": 109679.5725493133, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.26245440333507036, "fast_rcnn/fg_cls_accuracy": 0.6949401335482386, "iteration": 159179, "loss_box_reg": 0.2105809487402439, "loss_cls": 0.17963261529803276, "loss_mask": 0.22805228270590305, "loss_rpn_cls": 0.03511433652602136, "loss_rpn_loc": 0.06703854806255549, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076602011232682, "mask_rcnn/false_negative": 0.08600997475241193, "mask_rcnn/false_positive": 0.09598181638603404, "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": 0.9686755260918289, "total_loss": 0.7237630387535319}
{"data_time": 0.015039857476949692, "eta_seconds": 109597.08273354918, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.33010046658639375, "fast_rcnn/fg_cls_accuracy": 0.6583645645822882, "iteration": 159199, "loss_box_reg": 0.20749164186418056, "loss_cls": 0.161436865106225, "loss_mask": 0.24201816134154797, "loss_rpn_cls": 0.030855617485940456, "loss_rpn_loc": 0.06976432423107326, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973182403623514, "mask_rcnn/false_negative": 0.09705804430968269, "mask_rcnn/false_positive": 0.10038458072532816, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9857114308979362, "total_loss": 0.7052254641894251}
{"data_time": 0.025730219669640064, "eta_seconds": 109742.36133743543, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2059105779716467, "fast_rcnn/fg_cls_accuracy": 0.7613181165444789, "iteration": 159219, "loss_box_reg": 0.22497807443141937, "loss_cls": 0.1838891450315714, "loss_mask": 0.23575983010232449, "loss_rpn_cls": 0.032202463364228606, "loss_rpn_loc": 0.0725302214268595, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066065942506034, "mask_rcnn/false_negative": 0.08590259702306219, "mask_rcnn/false_positive": 0.10812175128900448, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.016506423940882, "total_loss": 0.760521145304665}
{"data_time": 0.01602591876871884, "eta_seconds": 109831.2295569107, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3173550909399966, "fast_rcnn/fg_cls_accuracy": 0.6544606553456112, "iteration": 159239, "loss_box_reg": 0.20330979023128748, "loss_cls": 0.1603222955018282, "loss_mask": 0.23556048143655062, "loss_rpn_cls": 0.029818583163432777, "loss_rpn_loc": 0.06838080030865967, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959046753073847, "mask_rcnn/false_negative": 0.09609709484425967, "mask_rcnn/false_positive": 0.1253759766858584, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0039004213176668, "total_loss": 0.705544063821435}
{"data_time": 0.01615127408877015, "eta_seconds": 109864.79193644598, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2638320484756194, "fast_rcnn/fg_cls_accuracy": 0.6803407666894509, "iteration": 159259, "loss_box_reg": 0.2244445737451315, "loss_cls": 0.18281782418489456, "loss_mask": 0.23239166289567947, "loss_rpn_cls": 0.03784228325821459, "loss_rpn_loc": 0.07556914247106761, "lr": 0.0001, "mask_rcnn/accuracy": 0.898282078703517, "mask_rcnn/false_negative": 0.08588976081253755, "mask_rcnn/false_positive": 0.1042008701748589, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9907283496577293, "total_loss": 0.7718963462393731}
{"data_time": 0.013534250669181347, "eta_seconds": 109739.72854316235, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2793242825873854, "fast_rcnn/fg_cls_accuracy": 0.6946010860484544, "iteration": 159279, "loss_box_reg": 0.2074381560087204, "loss_cls": 0.17097036633640528, "loss_mask": 0.23112744092941284, "loss_rpn_cls": 0.03133926843293011, "loss_rpn_loc": 0.07302503328537568, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055858929866363, "mask_rcnn/false_negative": 0.09034647756766075, "mask_rcnn/false_positive": 0.09386840462860115, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9786270631011575, "total_loss": 0.7293801904888824}
{"data_time": 0.016178706660866737, "eta_seconds": 109809.49713487644, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3063686317487861, "fast_rcnn/fg_cls_accuracy": 0.683882064630044, "iteration": 159299, "loss_box_reg": 0.21123325638473034, "loss_cls": 0.17349789338186383, "loss_mask": 0.23766250163316727, "loss_rpn_cls": 0.03300437447614968, "loss_rpn_loc": 0.055329905124381185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961531872361981, "mask_rcnn/false_negative": 0.08610555706007018, "mask_rcnn/false_positive": 0.11373042965930376, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 1.0160158292856067, "total_loss": 0.7374040577560663}
{"data_time": 0.021564173512160778, "eta_seconds": 109643.2980034966, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.29649595687331537, "fast_rcnn/fg_cls_accuracy": 0.6336256241627085, "iteration": 159319, "loss_box_reg": 0.2268156036734581, "loss_cls": 0.18210795987397432, "loss_mask": 0.23263639956712723, "loss_rpn_cls": 0.034000782878138125, "loss_rpn_loc": 0.06874641741160303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928421435959829, "mask_rcnn/false_negative": 0.09755211053486991, "mask_rcnn/false_positive": 0.11004044813551533, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9902218615170568, "total_loss": 0.7663382632890716}
{"data_time": 0.02359236078336835, "eta_seconds": 109769.81890646275, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2747726302656204, "fast_rcnn/fg_cls_accuracy": 0.6858552631578947, "iteration": 159339, "loss_box_reg": 0.21126027591526508, "loss_cls": 0.16643509780988097, "loss_mask": 0.23081177659332752, "loss_rpn_cls": 0.03563360060798004, "loss_rpn_loc": 0.07927490427391604, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013783830804375, "mask_rcnn/false_negative": 0.08831133332648836, "mask_rcnn/false_positive": 0.10200579468869464, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0082572288811207, "total_loss": 0.7462000095983967}
{"data_time": 0.018663522554561496, "eta_seconds": 109749.44755699486, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3416493416493417, "fast_rcnn/fg_cls_accuracy": 0.6308670421573648, "iteration": 159359, "loss_box_reg": 0.210931234061718, "loss_cls": 0.18393378425389528, "loss_mask": 0.2514332216233015, "loss_rpn_cls": 0.028346362756565213, "loss_rpn_loc": 0.07203966518864036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947174122850623, "mask_rcnn/false_negative": 0.08738544779320509, "mask_rcnn/false_positive": 0.12847504539986526, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0244732848368585, "total_loss": 0.7486259734723717}
{"data_time": 0.018124662339687347, "eta_seconds": 109628.70216407347, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30553741369658516, "fast_rcnn/fg_cls_accuracy": 0.6684988927554572, "iteration": 159379, "loss_box_reg": 0.19941314030438662, "loss_cls": 0.17189249116927385, "loss_mask": 0.23478399217128754, "loss_rpn_cls": 0.03667434735689312, "loss_rpn_loc": 0.07585033308714628, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031858433028384, "mask_rcnn/false_negative": 0.07695565986076855, "mask_rcnn/false_positive": 0.10871835388956773, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9846879018004984, "total_loss": 0.7367891498142853}
{"data_time": 0.013359412550926208, "eta_seconds": 109725.47926977277, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.25427295918367343, "fast_rcnn/fg_cls_accuracy": 0.6998082822085889, "iteration": 159399, "loss_box_reg": 0.20461703278124332, "loss_cls": 0.16224822402000427, "loss_mask": 0.2257551494985819, "loss_rpn_cls": 0.02778461668640375, "loss_rpn_loc": 0.07029384397901595, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007770177542147, "mask_rcnn/false_negative": 0.08932437205879082, "mask_rcnn/false_positive": 0.1205839787398354, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0240981937386096, "total_loss": 0.7094608020270243}
{"data_time": 0.013313947943970561, "eta_seconds": 109701.55307730194, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.29964788732394365, "fast_rcnn/fg_cls_accuracy": 0.6870598591549295, "iteration": 159419, "loss_box_reg": 0.22231927048414946, "loss_cls": 0.18425467796623707, "loss_mask": 0.2309547606855631, "loss_rpn_cls": 0.0374309717444703, "loss_rpn_loc": 0.0677913170075044, "lr": 0.0001, "mask_rcnn/accuracy": 0.897999261934211, "mask_rcnn/false_negative": 0.08824534913241583, "mask_rcnn/false_positive": 0.11366402458516583, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9883028026670218, "total_loss": 0.7526988880708814}
{"data_time": 0.016720255371183157, "eta_seconds": 109685.79555213451, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.29508196721311475, "fast_rcnn/fg_cls_accuracy": 0.6851673360107096, "iteration": 159439, "loss_box_reg": 0.21291755978018045, "loss_cls": 0.15403387509286404, "loss_mask": 0.229087483137846, "loss_rpn_cls": 0.03313760831952095, "loss_rpn_loc": 0.08111329155508429, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068536902712891, "mask_rcnn/false_negative": 0.08485685369444411, "mask_rcnn/false_positive": 0.10858056428888885, "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": 0.9755010437220335, "total_loss": 0.7330835002940148}
{"data_time": 0.014030140126124024, "eta_seconds": 109672.1214862261, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.29449368788611335, "fast_rcnn/fg_cls_accuracy": 0.6678281068524972, "iteration": 159459, "loss_box_reg": 0.21419174689799547, "loss_cls": 0.17774157039821148, "loss_mask": 0.23549454286694527, "loss_rpn_cls": 0.02547560990205966, "loss_rpn_loc": 0.06461586523801088, "lr": 0.0001, "mask_rcnn/accuracy": 0.899241255267047, "mask_rcnn/false_negative": 0.08104726869663087, "mask_rcnn/false_positive": 0.11925001508104793, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.985948636662215, "total_loss": 0.7226192101370543}
{"data_time": 0.021739802788943052, "eta_seconds": 109663.43692207709, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.292531337502944, "fast_rcnn/fg_cls_accuracy": 0.6975061869407957, "iteration": 159479, "loss_box_reg": 0.1979430951178074, "loss_cls": 0.1579150464385748, "loss_mask": 0.23587677255272865, "loss_rpn_cls": 0.03267798782326281, "loss_rpn_loc": 0.06715861696284264, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002536226678926, "mask_rcnn/false_negative": 0.08297009383741072, "mask_rcnn/false_positive": 0.10723077612215826, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0084590900223702, "total_loss": 0.6890630326233804}
{"data_time": 0.014483217848464847, "eta_seconds": 109626.26997567713, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.26208488607953206, "fast_rcnn/fg_cls_accuracy": 0.71114934931741, "iteration": 159499, "loss_box_reg": 0.2209219941869378, "loss_cls": 0.1675686752423644, "loss_mask": 0.2369260024279356, "loss_rpn_cls": 0.029388296650722623, "loss_rpn_loc": 0.07403100235387683, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010474807780684, "mask_rcnn/false_negative": 0.08286083795821017, "mask_rcnn/false_positive": 0.11827066832300086, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0070206250529736, "total_loss": 0.7552725411951542}
{"data_time": 0.016619468107819557, "eta_seconds": 109541.96541411802, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3321123599605883, "fast_rcnn/fg_cls_accuracy": 0.6252045511425985, "iteration": 159519, "loss_box_reg": 0.22546881530433893, "loss_cls": 0.18237629788927734, "loss_mask": 0.2337337825447321, "loss_rpn_cls": 0.0343458364950493, "loss_rpn_loc": 0.08285248652100563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934696912769613, "mask_rcnn/false_negative": 0.10084106780623137, "mask_rcnn/false_positive": 0.10905283131864245, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9757516307290643, "total_loss": 0.7651529386639595}
{"data_time": 0.015233389101922512, "eta_seconds": 109522.13522486854, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2902899217671422, "fast_rcnn/fg_cls_accuracy": 0.6939868077926061, "iteration": 159539, "loss_box_reg": 0.20655155181884766, "loss_cls": 0.1890931185334921, "loss_mask": 0.2454054318368435, "loss_rpn_cls": 0.03331108996644616, "loss_rpn_loc": 0.07627910224255174, "lr": 0.0001, "mask_rcnn/accuracy": 0.90187086131635, "mask_rcnn/false_negative": 0.08992020303093777, "mask_rcnn/false_positive": 0.10953690571197068, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.993097126018256, "total_loss": 0.7545303553342819}
{"data_time": 0.01982005499303341, "eta_seconds": 109502.30503561907, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29981037261780596, "fast_rcnn/fg_cls_accuracy": 0.6552511415525114, "iteration": 159559, "loss_box_reg": 0.2182233240455389, "loss_cls": 0.17267219442874193, "loss_mask": 0.2469385750591755, "loss_rpn_cls": 0.02887741639278829, "loss_rpn_loc": 0.07279841939453036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886587620072143, "mask_rcnn/false_negative": 0.10055311508789092, "mask_rcnn/false_positive": 0.13463590299730288, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9926045120228082, "total_loss": 0.7334475363604724}
{"data_time": 0.015814143931493163, "eta_seconds": 109430.49442195799, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.31935160427807485, "fast_rcnn/fg_cls_accuracy": 0.6731213582479405, "iteration": 159579, "loss_box_reg": 0.20104762725532055, "loss_cls": 0.17058111540973186, "loss_mask": 0.23427347280085087, "loss_rpn_cls": 0.03102177567780018, "loss_rpn_loc": 0.050812796922400594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978662198654082, "mask_rcnn/false_negative": 0.09586879753331368, "mask_rcnn/false_positive": 0.11675821992227253, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9829105187673122, "total_loss": 0.7083763220580295}
{"data_time": 0.023713100235909224, "eta_seconds": 109511.37934103608, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.29654072208228377, "fast_rcnn/fg_cls_accuracy": 0.6587049822728122, "iteration": 159599, "loss_box_reg": 0.24398374743759632, "loss_cls": 0.19754990562796593, "loss_mask": 0.23478171601891518, "loss_rpn_cls": 0.035294831614010036, "loss_rpn_loc": 0.08119686879217625, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020888908919957, "mask_rcnn/false_negative": 0.09344397787341402, "mask_rcnn/false_positive": 0.10752964851860723, "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": 1.0137589385267347, "total_loss": 0.7855022706789896}
{"data_time": 0.013146945973858237, "eta_seconds": 109402.7387698181, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.26920001537692695, "fast_rcnn/fg_cls_accuracy": 0.6956983276718056, "iteration": 159619, "loss_box_reg": 0.19908073171973228, "loss_cls": 0.1693630265071988, "loss_mask": 0.24219352938234806, "loss_rpn_cls": 0.029319752706214786, "loss_rpn_loc": 0.05267160618677735, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956096543370697, "mask_rcnn/false_negative": 0.08749704601731748, "mask_rcnn/false_positive": 0.12070127150546121, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9625886150170118, "total_loss": 0.6919853979488835}
{"data_time": 0.014622591901570559, "eta_seconds": 109382.91584197432, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2737933634992459, "fast_rcnn/fg_cls_accuracy": 0.6787528807877645, "iteration": 159639, "loss_box_reg": 0.2186977919191122, "loss_cls": 0.17355003207921982, "loss_mask": 0.22502491809427738, "loss_rpn_cls": 0.03744708048179746, "loss_rpn_loc": 0.06652987655252218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977726142904714, "mask_rcnn/false_negative": 0.08961515227759934, "mask_rcnn/false_positive": 0.10631130536087642, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0047281510196626, "total_loss": 0.7201994893839583}
{"data_time": 0.015215199440717697, "eta_seconds": 109295.43543053325, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.33267096938288876, "fast_rcnn/fg_cls_accuracy": 0.6381521739130435, "iteration": 159659, "loss_box_reg": 0.21631468832492828, "loss_cls": 0.1651745643466711, "loss_mask": 0.23114481195807457, "loss_rpn_cls": 0.025317916937638074, "loss_rpn_loc": 0.054470202536322176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962888459639395, "mask_rcnn/false_negative": 0.09377257161888414, "mask_rcnn/false_positive": 0.11243648872976358, "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": 1.0033509922213852, "total_loss": 0.6878405633469811}
{"data_time": 0.02257239236496389, "eta_seconds": 109183.84098660201, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3066181566181566, "fast_rcnn/fg_cls_accuracy": 0.6785035035035035, "iteration": 159679, "loss_box_reg": 0.20886405743658543, "loss_cls": 0.17323346948251128, "loss_mask": 0.22500920854508877, "loss_rpn_cls": 0.03436594025697559, "loss_rpn_loc": 0.0741912490921095, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063127162742266, "mask_rcnn/false_negative": 0.09469944346904334, "mask_rcnn/false_positive": 0.09967632272696164, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9826528453268111, "total_loss": 0.7332353598903865}
{"data_time": 0.021562353940680623, "eta_seconds": 109066.61326058675, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3003787878787879, "fast_rcnn/fg_cls_accuracy": 0.6851674641148325, "iteration": 159699, "loss_box_reg": 0.20651390589773655, "loss_cls": 0.1841003503650427, "loss_mask": 0.24440715834498405, "loss_rpn_cls": 0.033039229921996593, "loss_rpn_loc": 0.06819017569068819, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895909645266624, "mask_rcnn/false_negative": 0.09238843165579526, "mask_rcnn/false_positive": 0.11819877032750094, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9709504602942616, "total_loss": 0.7263788339914754}
{"data_time": 0.014003085903823376, "eta_seconds": 109144.25293693319, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.325867792050741, "fast_rcnn/fg_cls_accuracy": 0.6416045027636723, "iteration": 159719, "loss_box_reg": 0.22060726024210453, "loss_cls": 0.19083905220031738, "loss_mask": 0.23590873554348946, "loss_rpn_cls": 0.027009967947378755, "loss_rpn_loc": 0.06577571318484843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923380802100946, "mask_rcnn/false_negative": 0.09238045320565813, "mask_rcnn/false_positive": 0.1294055904957886, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.985916686244309, "total_loss": 0.7604327312437817}
{"data_time": 0.013259154977276921, "eta_seconds": 109042.39237249363, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2608973232589469, "fast_rcnn/fg_cls_accuracy": 0.7118395751304826, "iteration": 159739, "loss_box_reg": 0.20962312910705805, "loss_cls": 0.1643632547929883, "loss_mask": 0.23468934372067451, "loss_rpn_cls": 0.03610743791796267, "loss_rpn_loc": 0.08178415568545461, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980692577570812, "mask_rcnn/false_negative": 0.08768793841583172, "mask_rcnn/false_positive": 0.11112645312533662, "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": 0.9847032458055764, "total_loss": 0.7342821089550853}
{"data_time": 0.013655215501785278, "eta_seconds": 109066.20880138129, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3232917599403049, "fast_rcnn/fg_cls_accuracy": 0.6694614737348239, "iteration": 159759, "loss_box_reg": 0.2164020985364914, "loss_cls": 0.17847891617566347, "loss_mask": 0.2513680160045624, "loss_rpn_cls": 0.03364936914294958, "loss_rpn_loc": 0.0720302490517497, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957095734126984, "mask_rcnn/false_negative": 0.09131561090546078, "mask_rcnn/false_positive": 0.12349066432701247, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9941217510495335, "total_loss": 0.7550869535189122}
{"data_time": 0.01743890647776425, "eta_seconds": 109046.4217533404, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3115333510496944, "fast_rcnn/fg_cls_accuracy": 0.6422936240407373, "iteration": 159779, "loss_box_reg": 0.22850006818771362, "loss_cls": 0.18840832263231277, "loss_mask": 0.23396840691566467, "loss_rpn_cls": 0.03494103509001434, "loss_rpn_loc": 0.07303373655304313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991715877591822, "mask_rcnn/false_negative": 0.07934846678875612, "mask_rcnn/false_positive": 0.12266338104946281, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9858438642695546, "total_loss": 0.7671673280419782}
{"data_time": 0.014973106561228633, "eta_seconds": 109026.63470529951, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21907854050711195, "fast_rcnn/fg_cls_accuracy": 0.7252816020025031, "iteration": 159799, "loss_box_reg": 0.19965077564120293, "loss_cls": 0.15195164876058698, "loss_mask": 0.22474882192909718, "loss_rpn_cls": 0.026556114898994565, "loss_rpn_loc": 0.05667825625278056, "lr": 0.0001, "mask_rcnn/accuracy": 0.916678102175878, "mask_rcnn/false_negative": 0.0819808610319159, "mask_rcnn/false_positive": 0.07874166397695055, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 1.015753275481984, "total_loss": 0.6488204509951174}
{"data_time": 0.017095082439482212, "eta_seconds": 109192.64513141941, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2632256786209629, "fast_rcnn/fg_cls_accuracy": 0.7033409480296973, "iteration": 159819, "loss_box_reg": 0.20011743158102036, "loss_cls": 0.16028971504420042, "loss_mask": 0.22690514661371708, "loss_rpn_cls": 0.02803770045284182, "loss_rpn_loc": 0.061079815845005214, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052500981865373, "mask_rcnn/false_negative": 0.08161143655711964, "mask_rcnn/false_positive": 0.12193674010081426, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0053383314516395, "total_loss": 0.6770363584219012}
{"data_time": 0.013347703497856855, "eta_seconds": 109092.25513067096, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32096587893734585, "fast_rcnn/fg_cls_accuracy": 0.6537744129910028, "iteration": 159839, "loss_box_reg": 0.2256100159138441, "loss_cls": 0.17811662517488003, "loss_mask": 0.2411923799663782, "loss_rpn_cls": 0.03243422228842974, "loss_rpn_loc": 0.05932505847886205, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902240974358556, "mask_rcnn/false_negative": 0.0797240118896121, "mask_rcnn/false_positive": 0.13546982847806693, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9600045655388385, "total_loss": 0.7525376735720783}
{"data_time": 0.01458685752004385, "eta_seconds": 109132.53146554343, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29880122057541414, "fast_rcnn/fg_cls_accuracy": 0.6822632747829598, "iteration": 159859, "loss_box_reg": 0.22696734964847565, "loss_cls": 0.18749449588358402, "loss_mask": 0.22928853519260883, "loss_rpn_cls": 0.034949441673234105, "loss_rpn_loc": 0.07353842945303768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977407808537616, "mask_rcnn/false_negative": 0.09249984850785209, "mask_rcnn/false_positive": 0.09934300065839645, "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": 1.0078726944047958, "total_loss": 0.770865986822173}
{"data_time": 0.0212236768566072, "eta_seconds": 109112.71440880373, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30796660685502264, "fast_rcnn/fg_cls_accuracy": 0.6566786289954685, "iteration": 159879, "loss_box_reg": 0.21365967392921448, "loss_cls": 0.18606083374470472, "loss_mask": 0.2303772009909153, "loss_rpn_cls": 0.03203057433711365, "loss_rpn_loc": 0.07396722980774939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966420241566013, "mask_rcnn/false_negative": 0.09164433362472428, "mask_rcnn/false_positive": 0.11337126515420301, "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": 0.9819186751265079, "total_loss": 0.736207383510191}
{"data_time": 0.015468784840777516, "eta_seconds": 109125.21778000519, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29461154572430537, "fast_rcnn/fg_cls_accuracy": 0.6889106195486018, "iteration": 159899, "loss_box_reg": 0.21267402917146683, "loss_cls": 0.17126813158392906, "loss_mask": 0.23868214339017868, "loss_rpn_cls": 0.030963073833845556, "loss_rpn_loc": 0.07226401939988136, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973858590845184, "mask_rcnn/false_negative": 0.0821496011787558, "mask_rcnn/false_positive": 0.12101700027112972, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9961455869488418, "total_loss": 0.718715837225318}
{"data_time": 0.01725947461090982, "eta_seconds": 109142.94779598713, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2683081698885283, "fast_rcnn/fg_cls_accuracy": 0.6796669063024203, "iteration": 159919, "loss_box_reg": 0.21672717109322548, "loss_cls": 0.17961156740784645, "loss_mask": 0.23387436755001545, "loss_rpn_cls": 0.03745398833416402, "loss_rpn_loc": 0.07267861708533019, "lr": 0.0001, "mask_rcnn/accuracy": 0.900081570848891, "mask_rcnn/false_negative": 0.0826787320069785, "mask_rcnn/false_positive": 0.10604916703153669, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9982723521534353, "total_loss": 0.7615104886936024}
{"data_time": 0.02924742642790079, "eta_seconds": 109123.11804529745, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28704784855410914, "fast_rcnn/fg_cls_accuracy": 0.6898973964026631, "iteration": 159939, "loss_box_reg": 0.18974650092422962, "loss_cls": 0.15874373354017735, "loss_mask": 0.22927516885101795, "loss_rpn_cls": 0.03213597717694938, "loss_rpn_loc": 0.06684927712194622, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081648898642427, "mask_rcnn/false_negative": 0.07174327720915527, "mask_rcnn/false_positive": 0.12043939185044683, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9784646322950721, "total_loss": 0.6818806680385023}
{"data_time": 0.0188786000944674, "eta_seconds": 109154.27701709792, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2712710084033613, "fast_rcnn/fg_cls_accuracy": 0.7257528011204482, "iteration": 159959, "loss_box_reg": 0.20738569647073746, "loss_cls": 0.1755841476842761, "loss_mask": 0.2275478132069111, "loss_rpn_cls": 0.0365884070051834, "loss_rpn_loc": 0.07337782526155934, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034907945664877, "mask_rcnn/false_negative": 0.09054133929782175, "mask_rcnn/false_positive": 0.1131911318657789, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0088889633771032, "total_loss": 0.7242843300336972}
{"data_time": 0.021570558892562985, "eta_seconds": 109196.5913959872, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.274281130445514, "fast_rcnn/fg_cls_accuracy": 0.6797967479674797, "iteration": 159979, "loss_box_reg": 0.20639620907604694, "loss_cls": 0.17046657111495733, "loss_mask": 0.23102162033319473, "loss_rpn_cls": 0.03209208499174565, "loss_rpn_loc": 0.07159875519573689, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084658182234713, "mask_rcnn/false_negative": 0.09308695820342064, "mask_rcnn/false_positive": 0.1066297992661151, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0145254575181752, "total_loss": 0.712419057264924}
{"bbox/AP": 41.19052121307444, "bbox/AP-airplane": 61.9412348812407, "bbox/AP-apple": 18.877897945062653, "bbox/AP-backpack": 15.72007949287419, "bbox/AP-banana": 26.257167321238523, "bbox/AP-baseball bat": 31.220847815147184, "bbox/AP-baseball glove": 39.98528432329571, "bbox/AP-bear": 68.94181042395184, "bbox/AP-bed": 43.25558488792435, "bbox/AP-bench": 23.36517692791114, "bbox/AP-bicycle": 32.04720097955821, "bbox/AP-bird": 36.871452040443046, "bbox/AP-boat": 27.16185334460091, "bbox/AP-book": 15.577892998978255, "bbox/AP-bottle": 39.99259662224975, "bbox/AP-bowl": 40.00174132410865, "bbox/AP-broccoli": 24.84620020515675, "bbox/AP-bus": 63.82429484306876, "bbox/AP-cake": 39.76310178112584, "bbox/AP-car": 45.41976016546506, "bbox/AP-carrot": 24.611427161602776, "bbox/AP-cat": 62.646387354988406, "bbox/AP-cell phone": 32.76855399853336, "bbox/AP-chair": 27.602209789987604, "bbox/AP-clock": 50.492198568175, "bbox/AP-couch": 38.07238312378561, "bbox/AP-cow": 59.497296367586216, "bbox/AP-cup": 42.420875907838095, "bbox/AP-dining table": 26.242464346021, "bbox/AP-dog": 60.5068235301578, "bbox/AP-donut": 47.946070449969596, "bbox/AP-elephant": 62.163358409994316, "bbox/AP-fire hydrant": 64.61906727511277, "bbox/AP-fork": 30.725393624172952, "bbox/AP-frisbee": 67.48724642983794, "bbox/AP-giraffe": 66.36606696278584, "bbox/AP-hair drier": 1.5370108439415373, "bbox/AP-handbag": 14.293968514495795, "bbox/AP-horse": 58.37693565058285, "bbox/AP-hot dog": 35.5650982626982, "bbox/AP-keyboard": 50.424994139151366, "bbox/AP-kite": 42.5621539687902, "bbox/AP-knife": 20.047621000655255, "bbox/AP-laptop": 57.59143888650598, "bbox/AP-microwave": 56.031101831570616, "bbox/AP-motorcycle": 44.83630565609291, "bbox/AP-mouse": 60.17487614129059, "bbox/AP-orange": 30.972463557663776, "bbox/AP-oven": 34.04234015973901, "bbox/AP-parking meter": 40.81691599519998, "bbox/AP-person": 54.26761689819827, "bbox/AP-pizza": 50.52939103891889, "bbox/AP-potted plant": 27.093583829410978, "bbox/AP-refrigerator": 51.627718673874725, "bbox/AP-remote": 35.040846008985774, "bbox/AP-sandwich": 33.49097424720146, "bbox/AP-scissors": 19.488431295224416, "bbox/AP-sheep": 51.54531989501139, "bbox/AP-sink": 36.61756998708473, "bbox/AP-skateboard": 51.54410684781601, "bbox/AP-skis": 23.30508211732241, "bbox/AP-snowboard": 39.914039877016414, "bbox/AP-spoon": 14.91305682636719, "bbox/AP-sports ball": 49.85745342848523, "bbox/AP-stop sign": 66.05201765236896, "bbox/AP-suitcase": 35.87172425162608, "bbox/AP-surfboard": 38.60736240221571, "bbox/AP-teddy bear": 45.568722772958786, "bbox/AP-tennis racket": 48.608919285256476, "bbox/AP-tie": 34.613402072534, "bbox/AP-toaster": 36.17882946595818, "bbox/AP-toilet": 57.645332786358985, "bbox/AP-toothbrush": 28.08847922743683, "bbox/AP-traffic light": 28.83403176075096, "bbox/AP-train": 62.42233440370142, "bbox/AP-truck": 34.4704997372236, "bbox/AP-tv": 53.59186996815908, "bbox/AP-umbrella": 38.81661875526813, "bbox/AP-vase": 38.33158306415038, "bbox/AP-wine glass": 37.28598375483344, "bbox/AP-zebra": 64.50656848190754, "bbox/AP50": 63.435528653701745, "bbox/AP75": 45.05838316963441, "bbox/APl": 51.90242986792457, "bbox/APm": 44.777983034878034, "bbox/APs": 27.228477077281728, "data_time": 0.012666200054809451, "eta_seconds": 109281.23813588172, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32694389319862893, "fast_rcnn/fg_cls_accuracy": 0.6630847253253892, "iteration": 159999, "loss_box_reg": 0.2109705051407218, "loss_cls": 0.1829843707382679, "loss_mask": 0.2401562612503767, "loss_rpn_cls": 0.03423892130376771, "loss_rpn_loc": 0.06853751151356846, "lr": 0.0001, "mask_rcnn/accuracy": 0.897953821911248, "mask_rcnn/false_negative": 0.09189299984162733, "mask_rcnn/false_positive": 0.11624304752928605, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "segm/AP": 38.182580031584855, "segm/AP-airplane": 49.25313369519977, "segm/AP-apple": 19.0617493689779, "segm/AP-backpack": 15.308490245933445, "segm/AP-banana": 22.550283402628583, "segm/AP-baseball bat": 27.778780640239344, "segm/AP-baseball glove": 43.946154937346066, "segm/AP-bear": 68.65823909883247, "segm/AP-bed": 30.68894256267966, "segm/AP-bench": 17.932296599710455, "segm/AP-bicycle": 19.82613285691354, "segm/AP-bird": 32.133160744692965, "segm/AP-boat": 22.23297128836627, "segm/AP-book": 11.194503929958387, "segm/AP-bottle": 38.953923839939634, "segm/AP-bowl": 37.706279377844304, "segm/AP-broccoli": 24.637321066060014, "segm/AP-bus": 63.545605666372175, "segm/AP-cake": 40.84042429684622, "segm/AP-car": 42.09715095913252, "segm/AP-carrot": 21.490014277278636, "segm/AP-cat": 66.83621053551803, "segm/AP-cell phone": 33.00073787674745, "segm/AP-chair": 19.31624166982595, "segm/AP-clock": 52.46120866300893, "segm/AP-couch": 33.716340202255694, "segm/AP-cow": 51.80899590456624, "segm/AP-cup": 43.1336369843288, "segm/AP-dining table": 16.756445573759173, "segm/AP-dog": 59.1099589852316, "segm/AP-donut": 49.42288331697778, "segm/AP-elephant": 56.356759878269635, "segm/AP-fire hydrant": 65.07812338464132, "segm/AP-fork": 16.688577067198274, "segm/AP-frisbee": 67.08316115659827, "segm/AP-giraffe": 51.84973935015292, "segm/AP-hair drier": 2.4532453245324533, "segm/AP-handbag": 14.517979617603578, "segm/AP-horse": 43.4313315025082, "segm/AP-hot dog": 30.356084722599636, "segm/AP-keyboard": 49.16209899459353, "segm/AP-kite": 31.845749313013556, "segm/AP-knife": 14.074627663927306, "segm/AP-laptop": 58.4240187420913, "segm/AP-microwave": 58.876740591980095, "segm/AP-motorcycle": 34.02820962700181, "segm/AP-mouse": 61.49009414118112, "segm/AP-orange": 30.81145391443761, "segm/AP-oven": 31.65195629146377, "segm/AP-parking meter": 44.267986593564416, "segm/AP-person": 48.066188864387854, "segm/AP-pizza": 50.69077591450556, "segm/AP-potted plant": 22.275555148609712, "segm/AP-refrigerator": 53.95195327756321, "segm/AP-remote": 32.48830487164064, "segm/AP-sandwich": 35.55909811829162, "segm/AP-scissors": 16.966947977409365, "segm/AP-sheep": 46.595592025432296, "segm/AP-sink": 35.919123944445516, "segm/AP-skateboard": 31.29789348570146, "segm/AP-skis": 4.22274983957225, "segm/AP-snowboard": 24.590547575416487, "segm/AP-spoon": 10.262092110472285, "segm/AP-sports ball": 50.13853524618695, "segm/AP-stop sign": 66.17521822416994, "segm/AP-suitcase": 37.89469089041828, "segm/AP-surfboard": 33.76409909728426, "segm/AP-teddy bear": 45.45296433742725, "segm/AP-tennis racket": 57.317700069590714, "segm/AP-tie": 32.95895662871162, "segm/AP-toaster": 48.54059859010354, "segm/AP-toilet": 55.66929285025656, "segm/AP-toothbrush": 17.714843503303438, "segm/AP-traffic light": 28.15027913359679, "segm/AP-train": 61.147148345406755, "segm/AP-truck": 35.25290640727336, "segm/AP-tv": 57.16278622308365, "segm/AP-umbrella": 47.8455182488591, "segm/AP-vase": 39.0704371172305, "segm/AP-wine glass": 33.45496249152598, "segm/AP-zebra": 56.162485524380216, "segm/AP50": 60.673213463215994, "segm/AP75": 40.76650350090368, "segm/APl": 53.2761709576603, "segm/APm": 41.05431979464686, "segm/APs": 21.263617509685638, "time": 1.005080916453153, "total_loss": 0.7259346048813313}
{"data_time": 0.019609844544902444, "eta_seconds": 109171.84211357497, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.29108796296296297, "fast_rcnn/fg_cls_accuracy": 0.6789492287106467, "iteration": 160019, "loss_box_reg": 0.19869602844119072, "loss_cls": 0.175176452845335, "loss_mask": 0.2393363956362009, "loss_rpn_cls": 0.03276668902253732, "loss_rpn_loc": 0.0654097301303409, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101175349307322, "mask_rcnn/false_negative": 0.0813121292804867, "mask_rcnn/false_positive": 0.10671758964532982, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9553568249102682, "total_loss": 0.7183049507439137}
{"data_time": 0.01479379297234118, "eta_seconds": 109137.04044630751, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24486361797540046, "fast_rcnn/fg_cls_accuracy": 0.721962031161361, "iteration": 160039, "loss_box_reg": 0.22522328328341246, "loss_cls": 0.16275187116116285, "loss_mask": 0.23812356032431126, "loss_rpn_cls": 0.031565195415169, "loss_rpn_loc": 0.07710389117710292, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052441328091264, "mask_rcnn/false_negative": 0.09879944202544996, "mask_rcnn/false_positive": 0.09740794979392013, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.011677704518661, "total_loss": 0.7138359335949644}
{"data_time": 0.021145187551155686, "eta_seconds": 109235.11758636218, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.31561905698734344, "fast_rcnn/fg_cls_accuracy": 0.6811758148075284, "iteration": 160059, "loss_box_reg": 0.22094077989459038, "loss_cls": 0.17714374978095293, "loss_mask": 0.24350182339549065, "loss_rpn_cls": 0.03545935079455376, "loss_rpn_loc": 0.08600645046681166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848160461921817, "mask_rcnn/false_negative": 0.10296206373647798, "mask_rcnn/false_positive": 0.13584812547470965, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.015482012880966, "total_loss": 0.7715333469677716}
{"data_time": 0.016625369666144252, "eta_seconds": 109208.7418814376, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.2966469654367744, "fast_rcnn/fg_cls_accuracy": 0.6780608634111819, "iteration": 160079, "loss_box_reg": 0.2352100806310773, "loss_cls": 0.18175799027085304, "loss_mask": 0.2535887584090233, "loss_rpn_cls": 0.03171348065370694, "loss_rpn_loc": 0.06880074949003756, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912233036249544, "mask_rcnn/false_negative": 0.09557837869159745, "mask_rcnn/false_positive": 0.1292993631599766, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0064094229601324, "total_loss": 0.8102324606734328}
{"data_time": 0.015417578862980008, "eta_seconds": 109188.87129521463, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3057965984033322, "fast_rcnn/fg_cls_accuracy": 0.6419345579793341, "iteration": 160099, "loss_box_reg": 0.2155446968972683, "loss_cls": 0.189012392424047, "loss_mask": 0.24653742276132107, "loss_rpn_cls": 0.0328022341709584, "loss_rpn_loc": 0.08613162883557379, "lr": 0.0001, "mask_rcnn/accuracy": 0.899502464051422, "mask_rcnn/false_negative": 0.09965926439542513, "mask_rcnn/false_positive": 0.10101553522956744, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9989656610414386, "total_loss": 0.8059733617119491}
{"data_time": 0.021433716407045722, "eta_seconds": 109204.26815954968, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2843547224224946, "fast_rcnn/fg_cls_accuracy": 0.6668020396191507, "iteration": 160119, "loss_box_reg": 0.20229904353618622, "loss_cls": 0.1611119844019413, "loss_mask": 0.2281960640102625, "loss_rpn_cls": 0.037163744564168155, "loss_rpn_loc": 0.06566473632119596, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005895278003995, "mask_rcnn/false_negative": 0.08523681699814262, "mask_rcnn/false_positive": 0.10678898694235131, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.013999293325469, "total_loss": 0.7206976860761642}
{"data_time": 0.019516442669555545, "eta_seconds": 109171.0859708162, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2944609439867152, "fast_rcnn/fg_cls_accuracy": 0.701459411126014, "iteration": 160139, "loss_box_reg": 0.22794587723910809, "loss_cls": 0.17913677636533976, "loss_mask": 0.2504816334694624, "loss_rpn_cls": 0.03826929070055485, "loss_rpn_loc": 0.07760705216787755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8823888232853366, "mask_rcnn/false_negative": 0.10017779781167051, "mask_rcnn/false_positive": 0.14226744660652485, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0028791900258511, "total_loss": 0.7924620995763689}
{"data_time": 0.018362993141636252, "eta_seconds": 109194.33313528076, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2810914855072464, "fast_rcnn/fg_cls_accuracy": 0.6917017297802712, "iteration": 160159, "loss_box_reg": 0.2169935554265976, "loss_cls": 0.17939900187775493, "loss_mask": 0.2553822286427021, "loss_rpn_cls": 0.03107878379523754, "loss_rpn_loc": 0.06966482079587877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907378054345487, "mask_rcnn/false_negative": 0.09573445327077401, "mask_rcnn/false_positive": 0.1339942387304224, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9990866302978247, "total_loss": 0.7332431662362069}
{"data_time": 0.013554846169427037, "eta_seconds": 109308.6078337906, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3074049291847887, "fast_rcnn/fg_cls_accuracy": 0.6905458904873425, "iteration": 160179, "loss_box_reg": 0.21379309333860874, "loss_cls": 0.16908100061118603, "loss_mask": 0.22956177406013012, "loss_rpn_cls": 0.034335359174292535, "loss_rpn_loc": 0.07224429538473487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929668021054575, "mask_rcnn/false_negative": 0.0857132406831872, "mask_rcnn/false_positive": 0.1254256204125719, "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": 1.0199718426447362, "total_loss": 0.7288410423207097}
{"data_time": 0.014616612112149596, "eta_seconds": 109332.75405904278, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.27839506172839507, "fast_rcnn/fg_cls_accuracy": 0.694056072567959, "iteration": 160199, "loss_box_reg": 0.22522244602441788, "loss_cls": 0.1869193473830819, "loss_mask": 0.24015669524669647, "loss_rpn_cls": 0.030856318539008498, "loss_rpn_loc": 0.06589065480511636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994673210371797, "mask_rcnn/false_negative": 0.08662536064407925, "mask_rcnn/false_positive": 0.10953515455807156, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9915406790096313, "total_loss": 0.7546026083291508}
{"data_time": 0.01539815217256546, "eta_seconds": 109308.97189163137, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2856142374557139, "fast_rcnn/fg_cls_accuracy": 0.6899772166676081, "iteration": 160219, "loss_box_reg": 0.21914866659790277, "loss_cls": 0.18055865447968245, "loss_mask": 0.2327971439808607, "loss_rpn_cls": 0.02902331156656146, "loss_rpn_loc": 0.06592270894907415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972074771819292, "mask_rcnn/false_negative": 0.08374490645826027, "mask_rcnn/false_positive": 0.10537216778553934, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0278120446018875, "total_loss": 0.7465226697968319}
{"data_time": 0.01612108596600592, "eta_seconds": 109248.88723216951, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2590463458110517, "fast_rcnn/fg_cls_accuracy": 0.7252407704654895, "iteration": 160239, "loss_box_reg": 0.22520745731890202, "loss_cls": 0.18377555441111326, "loss_mask": 0.2380516082048416, "loss_rpn_cls": 0.0315072201192379, "loss_rpn_loc": 0.06990388571284711, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011256323913082, "mask_rcnn/false_negative": 0.10004778735377481, "mask_rcnn/false_positive": 0.0920424243548527, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.007982402574271, "total_loss": 0.7605797930154949}
{"data_time": 0.019129806896671653, "eta_seconds": 109269.14351783227, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29282875722543356, "fast_rcnn/fg_cls_accuracy": 0.6489375936630273, "iteration": 160259, "loss_box_reg": 0.21108494978398085, "loss_cls": 0.18012383207678795, "loss_mask": 0.23600915260612965, "loss_rpn_cls": 0.030623180326074362, "loss_rpn_loc": 0.07385755912400782, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933355365708919, "mask_rcnn/false_negative": 0.09803124737757025, "mask_rcnn/false_positive": 0.11267447045863208, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0101003246381879, "total_loss": 0.72351654979866}
{"data_time": 0.01595142111182213, "eta_seconds": 109264.74291185848, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2870817610062893, "fast_rcnn/fg_cls_accuracy": 0.7075991073496284, "iteration": 160279, "loss_box_reg": 0.21337748132646084, "loss_cls": 0.18395102862268686, "loss_mask": 0.2421512622386217, "loss_rpn_cls": 0.030102179502137005, "loss_rpn_loc": 0.07120696851052344, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979387755102042, "mask_rcnn/false_negative": 0.0921128010985243, "mask_rcnn/false_positive": 0.11112789275461046, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9970126443076879, "total_loss": 0.7565015004365705}
{"data_time": 0.026714754523709416, "eta_seconds": 109135.57752985507, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.25256480301098766, "fast_rcnn/fg_cls_accuracy": 0.6893142350107745, "iteration": 160299, "loss_box_reg": 0.20200076885521412, "loss_cls": 0.16623287741094828, "loss_mask": 0.23261980526149273, "loss_rpn_cls": 0.0288833073573187, "loss_rpn_loc": 0.06032837554812431, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043996269637582, "mask_rcnn/false_negative": 0.09743500097696114, "mask_rcnn/false_positive": 0.09002459297833676, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9740777849219739, "total_loss": 0.7263861097162589}
{"data_time": 0.014690859476104379, "eta_seconds": 109186.96699999273, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.26730964071389607, "fast_rcnn/fg_cls_accuracy": 0.7079125113807194, "iteration": 160319, "loss_box_reg": 0.18893835879862309, "loss_cls": 0.16974784713238478, "loss_mask": 0.23813307844102383, "loss_rpn_cls": 0.03406316484324634, "loss_rpn_loc": 0.07142428820952773, "lr": 0.0001, "mask_rcnn/accuracy": 0.9151568457053151, "mask_rcnn/false_negative": 0.07257928069556002, "mask_rcnn/false_positive": 0.11576544625190366, "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": 1.0129768108017743, "total_loss": 0.7137218546122313}
{"data_time": 0.015149620594456792, "eta_seconds": 109189.48677023407, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2896217650962176, "fast_rcnn/fg_cls_accuracy": 0.6879807692307692, "iteration": 160339, "loss_box_reg": 0.2015748480334878, "loss_cls": 0.16206489969044924, "loss_mask": 0.240523936226964, "loss_rpn_cls": 0.02780704398173839, "loss_rpn_loc": 0.07597559469286352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995459005280434, "mask_rcnn/false_negative": 0.0877506983805648, "mask_rcnn/false_positive": 0.11417935742406846, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0213934185449034, "total_loss": 0.7042058190563694}
{"data_time": 0.01643338450230658, "eta_seconds": 109203.05007844232, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3001840080294413, "fast_rcnn/fg_cls_accuracy": 0.6740840914679125, "iteration": 160359, "loss_box_reg": 0.21189099736511707, "loss_cls": 0.16349819023162127, "loss_mask": 0.24702797830104828, "loss_rpn_cls": 0.04042676719836891, "loss_rpn_loc": 0.07682458870112896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967223768240231, "mask_rcnn/false_negative": 0.09555485001238839, "mask_rcnn/false_positive": 0.1136640351745192, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.013308996334672, "total_loss": 0.7365686073899269}
{"data_time": 0.015628312714397907, "eta_seconds": 109165.15783811454, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.32352575525257965, "fast_rcnn/fg_cls_accuracy": 0.6450934579439253, "iteration": 160379, "loss_box_reg": 0.21803006622940302, "loss_cls": 0.18152926582843065, "loss_mask": 0.23859546147286892, "loss_rpn_cls": 0.03412036050576717, "loss_rpn_loc": 0.06858644285239279, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908034319575426, "mask_rcnn/false_negative": 0.09827112426684456, "mask_rcnn/false_positive": 0.12150892526944623, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9812559187412262, "total_loss": 0.7334682875080034}
{"data_time": 0.01777998055331409, "eta_seconds": 109120.80797757953, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.21972891566265063, "fast_rcnn/fg_cls_accuracy": 0.7594086021505376, "iteration": 160399, "loss_box_reg": 0.2034800425171852, "loss_cls": 0.16643381025642157, "loss_mask": 0.23432918451726437, "loss_rpn_cls": 0.03301911661401391, "loss_rpn_loc": 0.06615624250844121, "lr": 0.0001, "mask_rcnn/accuracy": 0.9114783020053815, "mask_rcnn/false_negative": 0.07635777277416524, "mask_rcnn/false_positive": 0.10650027123092332, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.00667855842039, "total_loss": 0.7321882623946294}
{"data_time": 0.014522696379572153, "eta_seconds": 109125.32380861696, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24286890145316647, "fast_rcnn/fg_cls_accuracy": 0.6905982321851649, "iteration": 160419, "loss_box_reg": 0.20986116863787174, "loss_cls": 0.16255479026585817, "loss_mask": 0.22373773530125618, "loss_rpn_cls": 0.027884020935744047, "loss_rpn_loc": 0.07842887844890356, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055201933477184, "mask_rcnn/false_negative": 0.0799150728122836, "mask_rcnn/false_positive": 0.11661300036274813, "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": 1.0166888504754752, "total_loss": 0.7407167511992157}
{"data_time": 0.014150830218568444, "eta_seconds": 109136.87628773041, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.25333608413955366, "fast_rcnn/fg_cls_accuracy": 0.7018095472037993, "iteration": 160439, "loss_box_reg": 0.2058374723419547, "loss_cls": 0.17391319572925568, "loss_mask": 0.22915169037878513, "loss_rpn_cls": 0.033497394411824644, "loss_rpn_loc": 0.0718786648940295, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052378414052189, "mask_rcnn/false_negative": 0.07776626534855446, "mask_rcnn/false_positive": 0.11747276870725182, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9761478013824672, "total_loss": 0.6929045382421464}
{"data_time": 0.017958282260224223, "eta_seconds": 109152.59240273386, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2970001751083483, "fast_rcnn/fg_cls_accuracy": 0.6614812533004752, "iteration": 160459, "loss_box_reg": 0.2198236109688878, "loss_cls": 0.1752910129725933, "loss_mask": 0.24167655408382416, "loss_rpn_cls": 0.03384018858196214, "loss_rpn_loc": 0.06763279589358717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887055344246297, "mask_rcnn/false_negative": 0.08894985521342921, "mask_rcnn/false_positive": 0.12245077701485269, "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": 1.002975889481604, "total_loss": 0.7636396315065213}
{"data_time": 0.014543193858116865, "eta_seconds": 109083.52831622586, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.313364597166888, "fast_rcnn/fg_cls_accuracy": 0.6515895953757225, "iteration": 160479, "loss_box_reg": 0.21894978545606136, "loss_cls": 0.173449263907969, "loss_mask": 0.23826438002288342, "loss_rpn_cls": 0.03549150621984154, "loss_rpn_loc": 0.07620439678430557, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987986901491366, "mask_rcnn/false_negative": 0.09394302363864962, "mask_rcnn/false_positive": 0.10815165188278109, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9897133633494377, "total_loss": 0.7532761680195108}
{"data_time": 0.013834406854584813, "eta_seconds": 109021.2451965781, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.27282540566891844, "fast_rcnn/fg_cls_accuracy": 0.7160178041543026, "iteration": 160499, "loss_box_reg": 0.21657034009695053, "loss_cls": 0.1694435989484191, "loss_mask": 0.23737920448184013, "loss_rpn_cls": 0.025228289247024804, "loss_rpn_loc": 0.05575138604035601, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085036652592071, "mask_rcnn/false_negative": 0.09151874426459415, "mask_rcnn/false_positive": 0.09994668772497006, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9830783056095243, "total_loss": 0.6925043823430315}
{"data_time": 0.020508132176473737, "eta_seconds": 108975.90443587862, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.31158912076633594, "fast_rcnn/fg_cls_accuracy": 0.6435957696827261, "iteration": 160519, "loss_box_reg": 0.23166511952877045, "loss_cls": 0.18947990564629436, "loss_mask": 0.24766837619245052, "loss_rpn_cls": 0.03426092042354867, "loss_rpn_loc": 0.09477167879231274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880193148688047, "mask_rcnn/false_negative": 0.10390860209377693, "mask_rcnn/false_positive": 0.12059262909956296, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9688649417366832, "total_loss": 0.7901834247168154}
{"data_time": 0.017625146079808474, "eta_seconds": 109005.82172012422, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3791658147618074, "fast_rcnn/fg_cls_accuracy": 0.5855653240646085, "iteration": 160539, "loss_box_reg": 0.22309387382119894, "loss_cls": 0.1834822092205286, "loss_mask": 0.24701151251792908, "loss_rpn_cls": 0.03538142575416714, "loss_rpn_loc": 0.07256182527635247, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943018272901198, "mask_rcnn/false_negative": 0.09309100578650945, "mask_rcnn/false_positive": 0.11517361837969615, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0299764019437134, "total_loss": 0.7666180327651091}
{"data_time": 0.016680100234225392, "eta_seconds": 109052.94607043266, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3020882771713337, "fast_rcnn/fg_cls_accuracy": 0.6389361727105174, "iteration": 160559, "loss_box_reg": 0.21108507923781872, "loss_cls": 0.1726165460422635, "loss_mask": 0.2322735022753477, "loss_rpn_cls": 0.03666370129212737, "loss_rpn_loc": 0.08313130994793028, "lr": 0.0001, "mask_rcnn/accuracy": 0.899259550327063, "mask_rcnn/false_negative": 0.09266562274808465, "mask_rcnn/false_positive": 0.10801733399594976, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0223550158552825, "total_loss": 0.7602018502075225}
{"data_time": 0.013854773715138435, "eta_seconds": 109066.02003798354, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.276649454962708, "fast_rcnn/fg_cls_accuracy": 0.6842670401493931, "iteration": 160579, "loss_box_reg": 0.20763416029512882, "loss_cls": 0.16683147102594376, "loss_mask": 0.24570611771196127, "loss_rpn_cls": 0.035898554779123515, "loss_rpn_loc": 0.08462726534344256, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042122300047839, "mask_rcnn/false_negative": 0.09226186617463131, "mask_rcnn/false_positive": 0.10427222341911169, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9933875182177871, "total_loss": 0.7336242527817376}
{"data_time": 0.015295683639124036, "eta_seconds": 108989.83128927648, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33303157264701483, "fast_rcnn/fg_cls_accuracy": 0.6547671728854471, "iteration": 160599, "loss_box_reg": 0.19990001618862152, "loss_cls": 0.16984478663653135, "loss_mask": 0.22464276105165482, "loss_rpn_cls": 0.03456009807996452, "loss_rpn_loc": 0.06957202288322151, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017570697710446, "mask_rcnn/false_negative": 0.08489454161442846, "mask_rcnn/false_positive": 0.11337428704962403, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9835776269901544, "total_loss": 0.7061763203237206}
{"data_time": 0.015143366530537605, "eta_seconds": 108957.57145264652, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2913565426170468, "fast_rcnn/fg_cls_accuracy": 0.6806119242753528, "iteration": 160619, "loss_box_reg": 0.2414536513388157, "loss_cls": 0.19915519654750824, "loss_mask": 0.24331818893551826, "loss_rpn_cls": 0.03587854094803333, "loss_rpn_loc": 0.07937950175255537, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000420014188064, "mask_rcnn/false_negative": 0.08684565382486541, "mask_rcnn/false_positive": 0.11301473011380841, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 0.986592393135652, "total_loss": 0.806498619960621}
{"data_time": 0.017595793586224318, "eta_seconds": 108937.64869319275, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.29859437751004014, "fast_rcnn/fg_cls_accuracy": 0.6869711625599786, "iteration": 160639, "loss_box_reg": 0.2086916957050562, "loss_cls": 0.16384034045040607, "loss_mask": 0.24275677278637886, "loss_rpn_cls": 0.03270324453478679, "loss_rpn_loc": 0.07030551636125892, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041720720915073, "mask_rcnn/false_negative": 0.08324060036935238, "mask_rcnn/false_positive": 0.11554150993804199, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9983408718835562, "total_loss": 0.7210670175845735}
{"data_time": 0.017609405564144254, "eta_seconds": 108879.7634585714, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.28519244476122596, "fast_rcnn/fg_cls_accuracy": 0.687616725461714, "iteration": 160659, "loss_box_reg": 0.22594836726784706, "loss_cls": 0.16970071103423834, "loss_mask": 0.23584939911961555, "loss_rpn_cls": 0.03357118519488722, "loss_rpn_loc": 0.07276925980113447, "lr": 0.0001, "mask_rcnn/accuracy": 0.901910583573446, "mask_rcnn/false_negative": 0.08377296205195686, "mask_rcnn/false_positive": 0.11087988929488514, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9660337585955858, "total_loss": 0.7604575348086655}
{"data_time": 0.016492758644744754, "eta_seconds": 108877.77040536515, "fast_rcnn/cls_accuracy": 0.960205078125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7075, "iteration": 160679, "loss_box_reg": 0.19733239337801933, "loss_cls": 0.15572820510715246, "loss_mask": 0.23469557985663414, "loss_rpn_cls": 0.03133256151340902, "loss_rpn_loc": 0.06690680293831974, "lr": 0.0001, "mask_rcnn/accuracy": 0.9119152653665017, "mask_rcnn/false_negative": 0.07757248776114761, "mask_rcnn/false_positive": 0.10339100717254823, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9764871434308589, "total_loss": 0.6815136714139953}
{"data_time": 0.01708799065090716, "eta_seconds": 108929.62403958663, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3105304190830507, "fast_rcnn/fg_cls_accuracy": 0.6858447075838381, "iteration": 160699, "loss_box_reg": 0.21993729192763567, "loss_cls": 0.18652817234396935, "loss_mask": 0.23577983863651752, "loss_rpn_cls": 0.031483041355386376, "loss_rpn_loc": 0.06608511891681701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8774417250452813, "mask_rcnn/false_negative": 0.09284680485667199, "mask_rcnn/false_positive": 0.12669830792898798, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9836591107305139, "total_loss": 0.756355123128742}
{"data_time": 0.01940237870439887, "eta_seconds": 108998.53603437543, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.311743000394344, "fast_rcnn/fg_cls_accuracy": 0.6550117096018735, "iteration": 160719, "loss_box_reg": 0.22356393188238144, "loss_cls": 0.1903404789045453, "loss_mask": 0.23524870723485947, "loss_rpn_cls": 0.03421078296378255, "loss_rpn_loc": 0.07101514644455165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956199468373829, "mask_rcnn/false_negative": 0.0865804529144748, "mask_rcnn/false_positive": 0.11626119932800133, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9999049024190754, "total_loss": 0.8005559294251725}
{"data_time": 0.022975326981395483, "eta_seconds": 109024.18823552784, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26628787878787874, "fast_rcnn/fg_cls_accuracy": 0.6998370273794003, "iteration": 160739, "loss_box_reg": 0.2074657315388322, "loss_cls": 0.1691646222025156, "loss_mask": 0.23769979923963547, "loss_rpn_cls": 0.029224785772385076, "loss_rpn_loc": 0.06305245484691113, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969943131177186, "mask_rcnn/false_negative": 0.08673349403963637, "mask_rcnn/false_positive": 0.12280815442426914, "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": 0.9968290168326348, "total_loss": 0.713603807031177}
{"data_time": 0.01494073448702693, "eta_seconds": 108992.38946570083, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2928629411262069, "fast_rcnn/fg_cls_accuracy": 0.6689137506409233, "iteration": 160759, "loss_box_reg": 0.2012259177863598, "loss_cls": 0.16340585565194488, "loss_mask": 0.23080718889832497, "loss_rpn_cls": 0.030982774682343006, "loss_rpn_loc": 0.08302433369681239, "lr": 0.0001, "mask_rcnn/accuracy": 0.898622778258149, "mask_rcnn/false_negative": 0.08362206218109534, "mask_rcnn/false_positive": 0.1163309617682456, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9579126695170999, "total_loss": 0.7074682734673843}
{"data_time": 0.019323354121297598, "eta_seconds": 108999.99979738146, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3093671679197995, "fast_rcnn/fg_cls_accuracy": 0.646020646020646, "iteration": 160779, "loss_box_reg": 0.2107833418995142, "loss_cls": 0.17605866119265556, "loss_mask": 0.2355129588395357, "loss_rpn_cls": 0.03636756422929466, "loss_rpn_loc": 0.07763079332653433, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053814465950469, "mask_rcnn/false_negative": 0.0866012032383502, "mask_rcnn/false_positive": 0.10844699726557885, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9980663887690753, "total_loss": 0.7113676049048081}
{"data_time": 0.016874277498573065, "eta_seconds": 108980.04008308053, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2812631538667585, "fast_rcnn/fg_cls_accuracy": 0.7061593211059403, "iteration": 160799, "loss_box_reg": 0.20073425117880106, "loss_cls": 0.1578286774456501, "loss_mask": 0.2388389389961958, "loss_rpn_cls": 0.02821120643056929, "loss_rpn_loc": 0.07149284286424518, "lr": 0.0001, "mask_rcnn/accuracy": 0.9158628253933152, "mask_rcnn/false_negative": 0.07382682178513292, "mask_rcnn/false_positive": 0.09919975676622478, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0277742540929466, "total_loss": 0.7231383961043321}
{"data_time": 0.014258344890549779, "eta_seconds": 108926.46652686875, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2943401899130609, "fast_rcnn/fg_cls_accuracy": 0.6890482193507721, "iteration": 160819, "loss_box_reg": 0.211521340534091, "loss_cls": 0.16098457854241133, "loss_mask": 0.23542327992618084, "loss_rpn_cls": 0.027732281479984522, "loss_rpn_loc": 0.06015153101179749, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046295374169415, "mask_rcnn/false_negative": 0.09390032688169021, "mask_rcnn/false_positive": 0.0906083245596884, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9873332746792585, "total_loss": 0.7094261076417752}
{"data_time": 0.015188736142590642, "eta_seconds": 108972.93633193709, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2502020202020202, "fast_rcnn/fg_cls_accuracy": 0.7244444444444444, "iteration": 160839, "loss_box_reg": 0.21850784122943878, "loss_cls": 0.18745660223066807, "loss_mask": 0.23841845989227295, "loss_rpn_cls": 0.03800712467636913, "loss_rpn_loc": 0.07681162003427744, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994797919167667, "mask_rcnn/false_negative": 0.09254774062886087, "mask_rcnn/false_positive": 0.10010516484023577, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9984602795448154, "total_loss": 0.7731102423276752}
{"data_time": 0.013248081784695387, "eta_seconds": 108920.16094017774, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.3207309582309582, "fast_rcnn/fg_cls_accuracy": 0.6319173553719009, "iteration": 160859, "loss_box_reg": 0.21443354338407516, "loss_cls": 0.17764310538768768, "loss_mask": 0.2290295585989952, "loss_rpn_cls": 0.03661140115582384, "loss_rpn_loc": 0.07193075795657933, "lr": 0.0001, "mask_rcnn/accuracy": 0.913762509811617, "mask_rcnn/false_negative": 0.07046134695505571, "mask_rcnn/false_positive": 0.09323904525436055, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9866581324022263, "total_loss": 0.7516331695951521}
{"data_time": 0.015994560439139605, "eta_seconds": 108971.12727612257, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2899823973532406, "fast_rcnn/fg_cls_accuracy": 0.7013607928097239, "iteration": 160879, "loss_box_reg": 0.21110697835683823, "loss_cls": 0.17811419256031513, "loss_mask": 0.2374088019132614, "loss_rpn_cls": 0.0351383175002411, "loss_rpn_loc": 0.06260832771658897, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067073797311425, "mask_rcnn/false_negative": 0.08319044491172842, "mask_rcnn/false_positive": 0.09951887086938056, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0241566558834165, "total_loss": 0.733354730065912}
{"data_time": 0.014922897098585963, "eta_seconds": 108935.72051599622, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2910143614956657, "fast_rcnn/fg_cls_accuracy": 0.6954200095637851, "iteration": 160899, "loss_box_reg": 0.21990160178393126, "loss_cls": 0.1753366906195879, "loss_mask": 0.24149692989885807, "loss_rpn_cls": 0.03427889721933752, "loss_rpn_loc": 0.06747690099291503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883366486949522, "mask_rcnn/false_negative": 0.10227135013172173, "mask_rcnn/false_positive": 0.11809243527599814, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9928648783825338, "total_loss": 0.730193846160546}
{"data_time": 0.013599575497210026, "eta_seconds": 108901.07320245355, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31567944250871083, "fast_rcnn/fg_cls_accuracy": 0.6579733052335792, "iteration": 160919, "loss_box_reg": 0.2099607242271304, "loss_cls": 0.1761281881481409, "loss_mask": 0.2400623206049204, "loss_rpn_cls": 0.032647754065692425, "loss_rpn_loc": 0.06431810650974512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928923537450907, "mask_rcnn/false_negative": 0.0847183053827544, "mask_rcnn/false_positive": 0.10964000774007396, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9714229726232588, "total_loss": 0.7307017585262656}
{"data_time": 0.014192390255630016, "eta_seconds": 108911.20913429186, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2928299632759612, "fast_rcnn/fg_cls_accuracy": 0.6789083557951483, "iteration": 160939, "loss_box_reg": 0.2087376918643713, "loss_cls": 0.1659014644101262, "loss_mask": 0.22310347855091095, "loss_rpn_cls": 0.030870493792463094, "loss_rpn_loc": 0.07372918957844377, "lr": 0.0001, "mask_rcnn/accuracy": 0.902914220707588, "mask_rcnn/false_negative": 0.08219891721203851, "mask_rcnn/false_positive": 0.1235600370315313, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9798632767051458, "total_loss": 0.7028308021253906}
{"data_time": 0.018451111624017358, "eta_seconds": 108875.81086218357, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.28037552998182924, "fast_rcnn/fg_cls_accuracy": 0.703040461067984, "iteration": 160959, "loss_box_reg": 0.22891326993703842, "loss_cls": 0.20232224185019732, "loss_mask": 0.24363435991108418, "loss_rpn_cls": 0.03303111647255719, "loss_rpn_loc": 0.06930984277278185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960599269259574, "mask_rcnn/false_negative": 0.08727372190271299, "mask_rcnn/false_positive": 0.10194221445944796, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0017804349772632, "total_loss": 0.7766909276833758}
{"data_time": 0.013501550303772092, "eta_seconds": 108832.46815537568, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2888623719567946, "fast_rcnn/fg_cls_accuracy": 0.6917747365795872, "iteration": 160979, "loss_box_reg": 0.20598154515028, "loss_cls": 0.1686186008155346, "loss_mask": 0.23139561340212822, "loss_rpn_cls": 0.03002218436449766, "loss_rpn_loc": 0.06981565069872886, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085684010925041, "mask_rcnn/false_negative": 0.07259613153293988, "mask_rcnn/false_positive": 0.11563092562407104, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9818362025544047, "total_loss": 0.6960312249138951}
{"data_time": 0.015420096227899194, "eta_seconds": 108816.9564162381, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3442868400315209, "fast_rcnn/fg_cls_accuracy": 0.6315884273331083, "iteration": 160999, "loss_box_reg": 0.1943255327641964, "loss_cls": 0.1665732255205512, "loss_mask": 0.24226273875683546, "loss_rpn_cls": 0.0346613593865186, "loss_rpn_loc": 0.08607583853881806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883985658189131, "mask_rcnn/false_negative": 0.10096341303451246, "mask_rcnn/false_positive": 0.12538331548319565, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0148989774752408, "total_loss": 0.707955328427488}
{"data_time": 0.01936727249994874, "eta_seconds": 108842.59562493768, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3012151631224409, "fast_rcnn/fg_cls_accuracy": 0.6909754325716551, "iteration": 161019, "loss_box_reg": 0.2179380040615797, "loss_cls": 0.18324533849954605, "loss_mask": 0.23487494327127934, "loss_rpn_cls": 0.03445613570511341, "loss_rpn_loc": 0.07208367064595222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919246332233548, "mask_rcnn/false_negative": 0.10237360681085915, "mask_rcnn/false_positive": 0.10852931105795116, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0051872050389647, "total_loss": 0.7544182626297697}
{"data_time": 0.01800559344701469, "eta_seconds": 108777.02358819544, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27514033680834005, "fast_rcnn/fg_cls_accuracy": 0.7004040204966495, "iteration": 161039, "loss_box_reg": 0.23457255773246288, "loss_cls": 0.1974449884146452, "loss_mask": 0.244877178221941, "loss_rpn_cls": 0.03437167964875698, "loss_rpn_loc": 0.08204170782119036, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042490821602364, "mask_rcnn/false_negative": 0.09399634246198418, "mask_rcnn/false_positive": 0.10573592566805899, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9712618053890765, "total_loss": 0.8217699028318748}
{"data_time": 0.015276124933734536, "eta_seconds": 108693.06946533732, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.330841500506928, "fast_rcnn/fg_cls_accuracy": 0.6526034337179848, "iteration": 161059, "loss_box_reg": 0.20062605291604996, "loss_cls": 0.16972602624446154, "loss_mask": 0.23562117107212543, "loss_rpn_cls": 0.030670267587993294, "loss_rpn_loc": 0.07529291603714228, "lr": 0.0001, "mask_rcnn/accuracy": 0.888884460553934, "mask_rcnn/false_negative": 0.10422113458921049, "mask_rcnn/false_positive": 0.1119025298197287, "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": 0.9892161239404231, "total_loss": 0.7012953252997249}
{"data_time": 0.01425095391459763, "eta_seconds": 108639.4632582739, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31692242114237, "fast_rcnn/fg_cls_accuracy": 0.6374948580830934, "iteration": 161079, "loss_box_reg": 0.20741931721568108, "loss_cls": 0.16310862731188536, "loss_mask": 0.24264314770698547, "loss_rpn_cls": 0.03540602116845548, "loss_rpn_loc": 0.08884221268817782, "lr": 0.0001, "mask_rcnn/accuracy": 0.891753010080844, "mask_rcnn/false_negative": 0.09550451637042029, "mask_rcnn/false_positive": 0.11460210100126614, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.983652101829648, "total_loss": 0.7620676520746201}
{"data_time": 0.017919249599799514, "eta_seconds": 108619.5147707127, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2708325556509512, "fast_rcnn/fg_cls_accuracy": 0.6879713714021856, "iteration": 161099, "loss_box_reg": 0.20895278081297874, "loss_cls": 0.1671547880396247, "loss_mask": 0.23021895624697208, "loss_rpn_cls": 0.02968395996140316, "loss_rpn_loc": 0.05959139566402882, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013447256471268, "mask_rcnn/false_negative": 0.0806331302697188, "mask_rcnn/false_positive": 0.11934352394390536, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0046643686946481, "total_loss": 0.7127618227386847}
{"data_time": 0.018623059848323464, "eta_seconds": 108599.56628315151, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29576338109058836, "fast_rcnn/fg_cls_accuracy": 0.6320624965615889, "iteration": 161119, "loss_box_reg": 0.21121533028781414, "loss_cls": 0.17688170913606882, "loss_mask": 0.23903298191726208, "loss_rpn_cls": 0.03462502732872963, "loss_rpn_loc": 0.07505143573507667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894121692715754, "mask_rcnn/false_negative": 0.08712602425885163, "mask_rcnn/false_positive": 0.12214869463783351, "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": 0.9978709649294615, "total_loss": 0.7407881771214306}
{"data_time": 0.015602011466398835, "eta_seconds": 108641.99124866631, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2605785433439431, "fast_rcnn/fg_cls_accuracy": 0.679739952718676, "iteration": 161139, "loss_box_reg": 0.19642038643360138, "loss_cls": 0.1683294177055359, "loss_mask": 0.2513539809733629, "loss_rpn_cls": 0.028497693012468517, "loss_rpn_loc": 0.062284111976623535, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975148114520497, "mask_rcnn/false_negative": 0.09326173319947278, "mask_rcnn/false_positive": 0.12240948880243013, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.00173443951644, "total_loss": 0.6915580368367955}
{"data_time": 0.013802438043057919, "eta_seconds": 108622.03130171634, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2713930348258706, "fast_rcnn/fg_cls_accuracy": 0.671755145439356, "iteration": 161159, "loss_box_reg": 0.20991334971040487, "loss_cls": 0.17784482915885746, "loss_mask": 0.23570952750742435, "loss_rpn_cls": 0.03040325501933694, "loss_rpn_loc": 0.07098377554211766, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022425889547738, "mask_rcnn/false_negative": 0.08025663029395655, "mask_rcnn/false_positive": 0.11132501681922058, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.000876589678228, "total_loss": 0.7352391157619422}
{"data_time": 0.015922354068607092, "eta_seconds": 108539.72082046792, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2658413901228116, "fast_rcnn/fg_cls_accuracy": 0.7109274563820018, "iteration": 161179, "loss_box_reg": 0.21313029155135155, "loss_cls": 0.18457519635558128, "loss_mask": 0.23900503292679787, "loss_rpn_cls": 0.030492416524793953, "loss_rpn_loc": 0.06886340968776494, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007330584832884, "mask_rcnn/false_negative": 0.08877937802333333, "mask_rcnn/false_positive": 0.09532123567296855, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9856160974595696, "total_loss": 0.7589402137091383}
{"data_time": 0.026823160704225302, "eta_seconds": 108407.40020275116, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2863417556972824, "fast_rcnn/fg_cls_accuracy": 0.6826969740690705, "iteration": 161199, "loss_box_reg": 0.2039897572249174, "loss_cls": 0.17193622421473265, "loss_mask": 0.23922681622207165, "loss_rpn_cls": 0.03439697629073635, "loss_rpn_loc": 0.07606572518125176, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063033614255418, "mask_rcnn/false_negative": 0.08338679883286393, "mask_rcnn/false_positive": 0.11145953233791792, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9851466424297541, "total_loss": 0.722097571589984}
{"data_time": 0.014365402981638908, "eta_seconds": 108354.33036128059, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.28809970307860605, "fast_rcnn/fg_cls_accuracy": 0.6624141605493725, "iteration": 161219, "loss_box_reg": 0.2309542614966631, "loss_cls": 0.19279615208506584, "loss_mask": 0.22599573247134686, "loss_rpn_cls": 0.03445500181987882, "loss_rpn_loc": 0.06677205278538167, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093150998975829, "mask_rcnn/false_negative": 0.0824257761144909, "mask_rcnn/false_positive": 0.10302505322377689, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9922128161415458, "total_loss": 0.7630969790043309}
{"data_time": 0.015084149315953255, "eta_seconds": 108423.44636577182, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3203367404576018, "fast_rcnn/fg_cls_accuracy": 0.6532780352679919, "iteration": 161239, "loss_box_reg": 0.2258371189236641, "loss_cls": 0.17664114478975534, "loss_mask": 0.24150118976831436, "loss_rpn_cls": 0.03186553064733744, "loss_rpn_loc": 0.07073223334737122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962968445599682, "mask_rcnn/false_negative": 0.08740433558748023, "mask_rcnn/false_positive": 0.10961988728765398, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0079580680467188, "total_loss": 0.7572070329915732}
{"data_time": 0.015084391459822655, "eta_seconds": 108403.50825500209, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2903280929596719, "fast_rcnn/fg_cls_accuracy": 0.7069543359865941, "iteration": 161259, "loss_box_reg": 0.20783831924200058, "loss_cls": 0.1676509091630578, "loss_mask": 0.22861787863075733, "loss_rpn_cls": 0.02739942423067987, "loss_rpn_loc": 0.05290495464578271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978015963984318, "mask_rcnn/false_negative": 0.0810248853749937, "mask_rcnn/false_positive": 0.1197139361707899, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0068673118948936, "total_loss": 0.7016879903385416}
{"data_time": 0.01988719985820353, "eta_seconds": 108383.57014423236, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27962301587301586, "fast_rcnn/fg_cls_accuracy": 0.6713015873015873, "iteration": 161279, "loss_box_reg": 0.21372445486485958, "loss_cls": 0.1770387990400195, "loss_mask": 0.23890218138694763, "loss_rpn_cls": 0.03544278029585257, "loss_rpn_loc": 0.06760854157619178, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017929532325992, "mask_rcnn/false_negative": 0.09489888789131051, "mask_rcnn/false_positive": 0.10578424328560398, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9992886923719198, "total_loss": 0.7334445832530037}
{"data_time": 0.02082282747142017, "eta_seconds": 108254.72425660118, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.32656514382402707, "fast_rcnn/fg_cls_accuracy": 0.6452941176470588, "iteration": 161299, "loss_box_reg": 0.19970170967280865, "loss_cls": 0.18311709258705378, "loss_mask": 0.23554350435733795, "loss_rpn_cls": 0.03721585567109287, "loss_rpn_loc": 0.058998025488108397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874135234450924, "mask_rcnn/false_negative": 0.09344084968995886, "mask_rcnn/false_positive": 0.13369676082615012, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9668332864530385, "total_loss": 0.7365679345093668}
{"data_time": 0.01617032615467906, "eta_seconds": 108052.75423398241, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.23758856323068597, "fast_rcnn/fg_cls_accuracy": 0.7487006531341631, "iteration": 161319, "loss_box_reg": 0.210954075679183, "loss_cls": 0.15554518718272448, "loss_mask": 0.23095805197954178, "loss_rpn_cls": 0.033693830482661724, "loss_rpn_loc": 0.07067204057238996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957480854135085, "mask_rcnn/false_negative": 0.09322048868857172, "mask_rcnn/false_positive": 0.09853538513485177, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9630576185882092, "total_loss": 0.7470774416578934}
{"data_time": 0.02188638993538916, "eta_seconds": 107934.54001442995, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.28731276302929976, "fast_rcnn/fg_cls_accuracy": 0.6897822746739024, "iteration": 161339, "loss_box_reg": 0.2240126095712185, "loss_cls": 0.15686559583991766, "loss_mask": 0.23577409237623215, "loss_rpn_cls": 0.029118251870386302, "loss_rpn_loc": 0.07056232518516481, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912004331647189, "mask_rcnn/false_negative": 0.09767738483001687, "mask_rcnn/false_positive": 0.12489228368142748, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9516188420820981, "total_loss": 0.7066628857282922}
{"data_time": 0.024280758807435632, "eta_seconds": 107899.82728689909, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.3101173020527859, "fast_rcnn/fg_cls_accuracy": 0.6775427542754275, "iteration": 161359, "loss_box_reg": 0.21741526573896408, "loss_cls": 0.18214326165616512, "loss_mask": 0.2273221481591463, "loss_rpn_cls": 0.03809496236499399, "loss_rpn_loc": 0.07614195765927434, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032297063206216, "mask_rcnn/false_negative": 0.08944844239935498, "mask_rcnn/false_positive": 0.10881489764679994, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.00075874151662, "total_loss": 0.7604252125602216}
{"data_time": 0.016615278320387006, "eta_seconds": 107933.18527529016, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3419424682957006, "fast_rcnn/fg_cls_accuracy": 0.6093693202471828, "iteration": 161379, "loss_box_reg": 0.2158043673262, "loss_cls": 0.17890785075724125, "loss_mask": 0.24444645643234253, "loss_rpn_cls": 0.032976987888105214, "loss_rpn_loc": 0.06644103745929897, "lr": 0.0001, "mask_rcnn/accuracy": 0.888611316237021, "mask_rcnn/false_negative": 0.09188553173240502, "mask_rcnn/false_positive": 0.11317952189516846, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0202264722902328, "total_loss": 0.7434494113840628}
{"data_time": 0.018483911408111453, "eta_seconds": 107893.70699962601, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2959530844301191, "fast_rcnn/fg_cls_accuracy": 0.6777542990381813, "iteration": 161399, "loss_box_reg": 0.229971781373024, "loss_cls": 0.1804823111742735, "loss_mask": 0.23983537964522839, "loss_rpn_cls": 0.039558867225423455, "loss_rpn_loc": 0.08393801376223564, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016137261642245, "mask_rcnn/false_negative": 0.08444860691839189, "mask_rcnn/false_positive": 0.11383444869149781, "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": 0.9963430915959179, "total_loss": 0.7875773389823735}
{"data_time": 0.01704047480598092, "eta_seconds": 107826.72072908841, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.29748605474746553, "fast_rcnn/fg_cls_accuracy": 0.6496585491560366, "iteration": 161419, "loss_box_reg": 0.199925621971488, "loss_cls": 0.18048881739377975, "loss_mask": 0.22543494030833244, "loss_rpn_cls": 0.028940505697391927, "loss_rpn_loc": 0.06085853849072009, "lr": 0.0001, "mask_rcnn/accuracy": 0.899849129773391, "mask_rcnn/false_negative": 0.100719080572339, "mask_rcnn/false_positive": 0.10684501787258374, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9871201331261545, "total_loss": 0.704447879223153}
{"data_time": 0.017185118980705738, "eta_seconds": 107820.37233307958, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2879659773488009, "fast_rcnn/fg_cls_accuracy": 0.6913892400618065, "iteration": 161439, "loss_box_reg": 0.19833537470549345, "loss_cls": 0.16866400558501482, "loss_mask": 0.22750376351177692, "loss_rpn_cls": 0.02724796300753951, "loss_rpn_loc": 0.05754733469802886, "lr": 0.0001, "mask_rcnn/accuracy": 0.9134962478524833, "mask_rcnn/false_negative": 0.07356273725504453, "mask_rcnn/false_positive": 0.10686919607802484, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9930743705481291, "total_loss": 0.7337995437555946}
{"data_time": 0.014597095549106598, "eta_seconds": 107755.8884843532, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.27212959469547976, "fast_rcnn/fg_cls_accuracy": 0.6883772469835017, "iteration": 161459, "loss_box_reg": 0.22898413240909576, "loss_cls": 0.18139792513102293, "loss_mask": 0.23938797786831856, "loss_rpn_cls": 0.03341534431092441, "loss_rpn_loc": 0.07365281041711569, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037790971783319, "mask_rcnn/false_negative": 0.07989078360701377, "mask_rcnn/false_positive": 0.1083619993301069, "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": 0.9909190190955997, "total_loss": 0.7697515429463238}
{"data_time": 0.014969168929383159, "eta_seconds": 107809.09017345868, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.30363518338201884, "fast_rcnn/fg_cls_accuracy": 0.6522348375970106, "iteration": 161479, "loss_box_reg": 0.22110406681895256, "loss_cls": 0.1843303982168436, "loss_mask": 0.24961022287607193, "loss_rpn_cls": 0.03565219504525885, "loss_rpn_loc": 0.08464231481775641, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995833796229433, "mask_rcnn/false_negative": 0.09181686343868853, "mask_rcnn/false_positive": 0.1251294619567335, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0206652940250933, "total_loss": 0.7669526026584208}
{"data_time": 0.013021387392655015, "eta_seconds": 107794.35736150481, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3055159624197281, "fast_rcnn/fg_cls_accuracy": 0.6299623190125802, "iteration": 161499, "loss_box_reg": 0.23079721257090569, "loss_cls": 0.17242998164147139, "loss_mask": 0.23209268040955067, "loss_rpn_cls": 0.034672719542868435, "loss_rpn_loc": 0.06782491179183125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822537026477018, "mask_rcnn/false_negative": 0.10696426729372047, "mask_rcnn/false_positive": 0.12562146773465074, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9875647253356874, "total_loss": 0.7618896536296234}
{"data_time": 0.015389632899314165, "eta_seconds": 107774.48743388057, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3118710779399205, "fast_rcnn/fg_cls_accuracy": 0.6354895104895104, "iteration": 161519, "loss_box_reg": 0.20921600237488747, "loss_cls": 0.16462642792612314, "loss_mask": 0.2344331443309784, "loss_rpn_cls": 0.03287334059132263, "loss_rpn_loc": 0.07059875107370317, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006337139115228, "mask_rcnn/false_negative": 0.09442988707024667, "mask_rcnn/false_positive": 0.11254577636366139, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9648200825322419, "total_loss": 0.7245708646951243}
{"data_time": 0.014833561610430479, "eta_seconds": 107721.05364080518, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2865324733096085, "fast_rcnn/fg_cls_accuracy": 0.6994390103567318, "iteration": 161539, "loss_box_reg": 0.2070221696048975, "loss_cls": 0.16205891035497189, "loss_mask": 0.22892852686345577, "loss_rpn_cls": 0.03346939675975591, "loss_rpn_loc": 0.07111933454871178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983941094157772, "mask_rcnn/false_negative": 0.09294371038478685, "mask_rcnn/false_positive": 0.11499532476137844, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0113976949360222, "total_loss": 0.7343735515605658}
{"data_time": 0.014028054662048817, "eta_seconds": 107628.75951018184, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2922448533031856, "fast_rcnn/fg_cls_accuracy": 0.6892744479495267, "iteration": 161559, "loss_box_reg": 0.21876260545104742, "loss_cls": 0.17404511291533709, "loss_mask": 0.22922896966338158, "loss_rpn_cls": 0.03287371271289885, "loss_rpn_loc": 0.06362080131657422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996850623377963, "mask_rcnn/false_negative": 0.09273690928282498, "mask_rcnn/false_positive": 0.09919313931670803, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0031446642242372, "total_loss": 0.71255233802367}
{"data_time": 0.013067136285826564, "eta_seconds": 107681.32616389543, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.29302936261637624, "fast_rcnn/fg_cls_accuracy": 0.679015186378279, "iteration": 161579, "loss_box_reg": 0.23485009279102087, "loss_cls": 0.19712748564779758, "loss_mask": 0.2377807293087244, "loss_rpn_cls": 0.034496683394536376, "loss_rpn_loc": 0.07123842719011009, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019248688854438, "mask_rcnn/false_negative": 0.08559417877719508, "mask_rcnn/false_positive": 0.10364734250091265, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.015897165518254, "total_loss": 0.8185418590437621}
{"data_time": 0.016546433558687568, "eta_seconds": 107676.27588408068, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2589390731592566, "fast_rcnn/fg_cls_accuracy": 0.6783296631596119, "iteration": 161599, "loss_box_reg": 0.20197965018451214, "loss_cls": 0.16194245591759682, "loss_mask": 0.23972471989691257, "loss_rpn_cls": 0.0283948247670196, "loss_rpn_loc": 0.05644219787791371, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961950676797579, "mask_rcnn/false_negative": 0.10291249682564656, "mask_rcnn/false_positive": 0.10356603961968137, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9970657555386424, "total_loss": 0.714524011593312}
{"data_time": 0.02584022399969399, "eta_seconds": 107629.93352880701, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2702941176470588, "fast_rcnn/fg_cls_accuracy": 0.6922268907563025, "iteration": 161619, "loss_box_reg": 0.20829330012202263, "loss_cls": 0.1846255101263523, "loss_mask": 0.23307867161929607, "loss_rpn_cls": 0.03378249402157962, "loss_rpn_loc": 0.05507576512172818, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007365471105385, "mask_rcnn/false_negative": 0.08508765648309774, "mask_rcnn/false_positive": 0.1021302044346309, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9734368950594217, "total_loss": 0.7368391106138006}
{"data_time": 0.019415893126279116, "eta_seconds": 107437.81158450991, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.309326672092958, "fast_rcnn/fg_cls_accuracy": 0.6469195924530355, "iteration": 161639, "loss_box_reg": 0.22723428159952164, "loss_cls": 0.1888375375419855, "loss_mask": 0.2452394738793373, "loss_rpn_cls": 0.03666354017332196, "loss_rpn_loc": 0.06976118544116616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8849811422413794, "mask_rcnn/false_negative": 0.09999411502602965, "mask_rcnn/false_positive": 0.11679649426674354, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9686621217988431, "total_loss": 0.7702950286038686}
{"data_time": 0.01493169809691608, "eta_seconds": 107529.50761096552, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31903721811580577, "fast_rcnn/fg_cls_accuracy": 0.642583413649089, "iteration": 161659, "loss_box_reg": 0.20084308926016092, "loss_cls": 0.1719357492402196, "loss_mask": 0.24863330088555813, "loss_rpn_cls": 0.036064826883375645, "loss_rpn_loc": 0.09125675319228321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857936882480253, "mask_rcnn/false_negative": 0.10362606550343201, "mask_rcnn/false_positive": 0.11886602555252691, "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": 1.0063645408954471, "total_loss": 0.7712593446485698}
{"data_time": 0.014596326043829322, "eta_seconds": 107597.42211766541, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3411270983213429, "fast_rcnn/fg_cls_accuracy": 0.6182087109768379, "iteration": 161679, "loss_box_reg": 0.19320539012551308, "loss_cls": 0.16774884425103664, "loss_mask": 0.23420074582099915, "loss_rpn_cls": 0.03382758575025946, "loss_rpn_loc": 0.06896315608173609, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001218025475497, "mask_rcnn/false_negative": 0.09260074475921962, "mask_rcnn/false_positive": 0.1024966939269578, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9877999112941325, "total_loss": 0.7200755750527605}
{"data_time": 0.014658728148788214, "eta_seconds": 107577.55553307943, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.27697649572649574, "fast_rcnn/fg_cls_accuracy": 0.6814983443708609, "iteration": 161699, "loss_box_reg": 0.19345266092568636, "loss_cls": 0.17228038795292377, "loss_mask": 0.2297841925173998, "loss_rpn_cls": 0.031524064019322395, "loss_rpn_loc": 0.06550185108790174, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058750154777853, "mask_rcnn/false_negative": 0.08745458345181191, "mask_rcnn/false_positive": 0.10794862058138241, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9793612696230412, "total_loss": 0.6865270028356463}
{"data_time": 0.014708539005368948, "eta_seconds": 107497.76676880196, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.3117459785522788, "fast_rcnn/fg_cls_accuracy": 0.6628731343283583, "iteration": 161719, "loss_box_reg": 0.21658778563141823, "loss_cls": 0.17398734763264656, "loss_mask": 0.2410009279847145, "loss_rpn_cls": 0.03579599631484598, "loss_rpn_loc": 0.07257951190695167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944313004127271, "mask_rcnn/false_negative": 0.10492416555568593, "mask_rcnn/false_positive": 0.11665294886388063, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9917548429220915, "total_loss": 0.7468370161368512}
{"data_time": 0.021436769049614668, "eta_seconds": 107510.76401391998, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31483749828754704, "fast_rcnn/fg_cls_accuracy": 0.6322305451518935, "iteration": 161739, "loss_box_reg": 0.21769305132329464, "loss_cls": 0.18628902733325958, "loss_mask": 0.23697656206786633, "loss_rpn_cls": 0.032164294098038226, "loss_rpn_loc": 0.0706636793911457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990175028344671, "mask_rcnn/false_negative": 0.08419537509016423, "mask_rcnn/false_positive": 0.11985223055592466, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0108909474220127, "total_loss": 0.7674716722685844}
{"data_time": 0.014481822727248073, "eta_seconds": 107544.97296625748, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33226500814340004, "fast_rcnn/fg_cls_accuracy": 0.6362342522797955, "iteration": 161759, "loss_box_reg": 0.2016747947782278, "loss_cls": 0.17440341785550117, "loss_mask": 0.23823773860931396, "loss_rpn_cls": 0.032314684183802456, "loss_rpn_loc": 0.0671325420262292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998383328284931, "mask_rcnn/false_negative": 0.09351003698294422, "mask_rcnn/false_positive": 0.11089142925144166, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9809744213707745, "total_loss": 0.6918179758940823}
{"data_time": 0.01823993748985231, "eta_seconds": 107540.12616910506, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.30478753015401744, "fast_rcnn/fg_cls_accuracy": 0.6474607351539514, "iteration": 161779, "loss_box_reg": 0.20382610708475113, "loss_cls": 0.16881034523248672, "loss_mask": 0.23691999725997448, "loss_rpn_cls": 0.03281834104564041, "loss_rpn_loc": 0.06811846210621297, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040247885626802, "mask_rcnn/false_negative": 0.09277495125840285, "mask_rcnn/false_positive": 0.10020654048062327, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9990781187079847, "total_loss": 0.7356333076022565}
{"data_time": 0.01729476684704423, "eta_seconds": 107451.17925647646, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3411601829402689, "fast_rcnn/fg_cls_accuracy": 0.6315227573286313, "iteration": 161799, "loss_box_reg": 0.22395516745746136, "loss_cls": 0.1848408505320549, "loss_mask": 0.23498456738889217, "loss_rpn_cls": 0.028359327756334096, "loss_rpn_loc": 0.0634535274002701, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007742177733807, "mask_rcnn/false_negative": 0.09770181576443954, "mask_rcnn/false_positive": 0.1092040909377246, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9832766975741833, "total_loss": 0.7287146055896301}
{"data_time": 0.015807016985490918, "eta_seconds": 107554.00394344702, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30797354056489873, "fast_rcnn/fg_cls_accuracy": 0.6714672005019646, "iteration": 161819, "loss_box_reg": 0.2262430191040039, "loss_cls": 0.17217774409800768, "loss_mask": 0.24363082461059093, "loss_rpn_cls": 0.0335197911481373, "loss_rpn_loc": 0.07224845560267568, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891901419570549, "mask_rcnn/false_negative": 0.08632496993457901, "mask_rcnn/false_positive": 0.12996510637184483, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.022314257454127, "total_loss": 0.7608313983073458}
{"data_time": 0.013543560402467847, "eta_seconds": 107480.50310894847, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2768553909858258, "fast_rcnn/fg_cls_accuracy": 0.6957411957411958, "iteration": 161839, "loss_box_reg": 0.202704643830657, "loss_cls": 0.17412610538303852, "loss_mask": 0.23386560566723347, "loss_rpn_cls": 0.035129207419231534, "loss_rpn_loc": 0.08567247656174004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912442902397608, "mask_rcnn/false_negative": 0.09933206937651802, "mask_rcnn/false_positive": 0.11671366722473026, "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": 0.9700177491176873, "total_loss": 0.7360925145912915}
{"data_time": 0.025989761808887124, "eta_seconds": 107515.87083973922, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2327798166248804, "fast_rcnn/fg_cls_accuracy": 0.7267053938036581, "iteration": 161859, "loss_box_reg": 0.20840352214872837, "loss_cls": 0.1715316018089652, "loss_mask": 0.23966131918132305, "loss_rpn_cls": 0.03249687433708459, "loss_rpn_loc": 0.06631255778484046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964341657715718, "mask_rcnn/false_negative": 0.08982799325032631, "mask_rcnn/false_positive": 0.11715040108866427, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.042317386250943, "total_loss": 0.7303986975457519}
{"data_time": 0.014284996083006263, "eta_seconds": 107455.89453966357, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2572373862696443, "fast_rcnn/fg_cls_accuracy": 0.7250364811340422, "iteration": 161879, "loss_box_reg": 0.20862459018826485, "loss_cls": 0.17991889733821154, "loss_mask": 0.24663486145436764, "loss_rpn_cls": 0.03330540843307972, "loss_rpn_loc": 0.07263083942234516, "lr": 0.0001, "mask_rcnn/accuracy": 0.9124365797455345, "mask_rcnn/false_negative": 0.08990364468700052, "mask_rcnn/false_positive": 0.10294806754043972, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9775627909693867, "total_loss": 0.744627210428007}
{"data_time": 0.01987468544393778, "eta_seconds": 107440.18436407205, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.30381502625123236, "fast_rcnn/fg_cls_accuracy": 0.6726458071090331, "iteration": 161899, "loss_box_reg": 0.23389724269509315, "loss_cls": 0.18767529632896185, "loss_mask": 0.24897057563066483, "loss_rpn_cls": 0.038016490812879056, "loss_rpn_loc": 0.07569204497849569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860552395699743, "mask_rcnn/false_negative": 0.09580809234934783, "mask_rcnn/false_positive": 0.13394196692350824, "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": 0.9952371644321829, "total_loss": 0.7664665789343417}
{"data_time": 0.016525896964594722, "eta_seconds": 107443.65841444582, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.352152448657188, "fast_rcnn/fg_cls_accuracy": 0.6130128755364808, "iteration": 161919, "loss_box_reg": 0.20942085422575474, "loss_cls": 0.18428860791027546, "loss_mask": 0.23236337676644325, "loss_rpn_cls": 0.03282715810928494, "loss_rpn_loc": 0.07376915542408824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958224315367173, "mask_rcnn/false_negative": 0.08761477027076423, "mask_rcnn/false_positive": 0.110568192232914, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9968852254096419, "total_loss": 0.7419612077064812}
{"data_time": 0.01708161737769842, "eta_seconds": 107423.77616825514, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2930766181716752, "fast_rcnn/fg_cls_accuracy": 0.6839335261388493, "iteration": 161939, "loss_box_reg": 0.1913405917584896, "loss_cls": 0.15815649461001158, "loss_mask": 0.23008271865546703, "loss_rpn_cls": 0.03473049803869799, "loss_rpn_loc": 0.06808832741808146, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057929762030397, "mask_rcnn/false_negative": 0.0859494103643518, "mask_rcnn/false_positive": 0.10835911940297108, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9819833319634199, "total_loss": 0.6956510758027434}
{"data_time": 0.012719154125079513, "eta_seconds": 107403.89392206445, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.26143933914499984, "fast_rcnn/fg_cls_accuracy": 0.7135462047050382, "iteration": 161959, "loss_box_reg": 0.23269331455230713, "loss_cls": 0.18530656676739454, "loss_mask": 0.24375076964497566, "loss_rpn_cls": 0.03374262934084982, "loss_rpn_loc": 0.09259366523474455, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937233475479744, "mask_rcnn/false_negative": 0.08007832406344109, "mask_rcnn/false_positive": 0.12357917561808411, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 1.0048166569322348, "total_loss": 0.7981079150922596}
{"data_time": 0.022877512965351343, "eta_seconds": 107396.56341879629, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25380867682313824, "fast_rcnn/fg_cls_accuracy": 0.6974040661739564, "iteration": 161979, "loss_box_reg": 0.2034345674328506, "loss_cls": 0.170540826395154, "loss_mask": 0.22702635265886784, "loss_rpn_cls": 0.028911476023495197, "loss_rpn_loc": 0.06625782081391662, "lr": 0.0001, "mask_rcnn/accuracy": 0.906432562653386, "mask_rcnn/false_negative": 0.07952815477478004, "mask_rcnn/false_positive": 0.11360620139203756, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9893811496440321, "total_loss": 0.7077298846561462}
{"data_time": 0.01921614701859653, "eta_seconds": 107346.80541884154, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.2672240972416068, "fast_rcnn/fg_cls_accuracy": 0.7124410521180584, "iteration": 161999, "loss_box_reg": 0.2016898337751627, "loss_cls": 0.17193945217877626, "loss_mask": 0.22322255186736584, "loss_rpn_cls": 0.03703987575136125, "loss_rpn_loc": 0.06699621840380132, "lr": 0.0001, "mask_rcnn/accuracy": 0.902986298230351, "mask_rcnn/false_negative": 0.08162903445317965, "mask_rcnn/false_positive": 0.10768390532838125, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 238.125, "rpn/num_pos_anchors": 17.875, "time": 0.9994993354193866, "total_loss": 0.6813651727861725}
{"data_time": 0.01884010317735374, "eta_seconds": 107444.18482977897, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2942570281124498, "fast_rcnn/fg_cls_accuracy": 0.664391353811149, "iteration": 162019, "loss_box_reg": 0.20736654568463564, "loss_cls": 0.16828671214170754, "loss_mask": 0.23861466720700264, "loss_rpn_cls": 0.029477051692083478, "loss_rpn_loc": 0.06415798794478178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975976596713074, "mask_rcnn/false_negative": 0.09276337831613235, "mask_rcnn/false_positive": 0.10449755905215355, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 1.0125857249367982, "total_loss": 0.6990868963475805}
{"data_time": 0.0172458088491112, "eta_seconds": 107597.47819221579, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3077351545093481, "fast_rcnn/fg_cls_accuracy": 0.6761163337250293, "iteration": 162039, "loss_box_reg": 0.2163575477898121, "loss_cls": 0.1730973105877638, "loss_mask": 0.24171323888003826, "loss_rpn_cls": 0.03391512657981366, "loss_rpn_loc": 0.07727240934036672, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857780503394395, "mask_rcnn/false_negative": 0.09862943928334227, "mask_rcnn/false_positive": 0.11740469598163301, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0175775759853423, "total_loss": 0.7698027696460485}
{"data_time": 0.01858510239981115, "eta_seconds": 107607.33405205887, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.267920054200542, "fast_rcnn/fg_cls_accuracy": 0.6798278350002488, "iteration": 162059, "loss_box_reg": 0.2046118387952447, "loss_cls": 0.1805631509050727, "loss_mask": 0.23724090494215488, "loss_rpn_cls": 0.029961616499349475, "loss_rpn_loc": 0.06454755971208215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915715980448123, "mask_rcnn/false_negative": 0.09296805789757262, "mask_rcnn/false_positive": 0.11396339037927418, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9948473335243762, "total_loss": 0.6996742414776236}
{"data_time": 0.016186157008633018, "eta_seconds": 107524.96828243136, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2749489203156925, "fast_rcnn/fg_cls_accuracy": 0.7244807190222038, "iteration": 162079, "loss_box_reg": 0.20668663829565048, "loss_cls": 0.16549983946606517, "loss_mask": 0.23072573728859425, "loss_rpn_cls": 0.035503209684975445, "loss_rpn_loc": 0.08185016713105142, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025428623830485, "mask_rcnn/false_negative": 0.08720776096818211, "mask_rcnn/false_positive": 0.10579942306715984, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9732519479002804, "total_loss": 0.7264711658353917}
{"data_time": 0.017385121434926987, "eta_seconds": 107465.5541863991, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.304572653140742, "fast_rcnn/fg_cls_accuracy": 0.667412540703014, "iteration": 162099, "loss_box_reg": 0.21272486122325063, "loss_cls": 0.17585473787039518, "loss_mask": 0.2415161319077015, "loss_rpn_cls": 0.033115934958914295, "loss_rpn_loc": 0.0780851433519274, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033507897673176, "mask_rcnn/false_negative": 0.08431274568416217, "mask_rcnn/false_positive": 0.10886522738745956, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9849890009500086, "total_loss": 0.7291297927731648}
{"data_time": 0.016489813569933176, "eta_seconds": 107451.62346839905, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.30701335877862596, "fast_rcnn/fg_cls_accuracy": 0.6715095986038395, "iteration": 162119, "loss_box_reg": 0.20098959049209952, "loss_cls": 0.17421101592481136, "loss_mask": 0.24097030982375145, "loss_rpn_cls": 0.031816545175388455, "loss_rpn_loc": 0.06885141832754016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916356696309808, "mask_rcnn/false_negative": 0.09356449174122591, "mask_rcnn/false_positive": 0.12717951265759664, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 210.625, "rpn/num_pos_anchors": 45.375, "time": 1.0180539204739034, "total_loss": 0.6993620386347175}
{"data_time": 0.02024913439527154, "eta_seconds": 107425.71524138097, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.32163472639113366, "fast_rcnn/fg_cls_accuracy": 0.6400744328076914, "iteration": 162139, "loss_box_reg": 0.2293270044028759, "loss_cls": 0.18410559883341193, "loss_mask": 0.23883996903896332, "loss_rpn_cls": 0.03296666464302689, "loss_rpn_loc": 0.07915305206552148, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005563149822136, "mask_rcnn/false_negative": 0.08943030385182453, "mask_rcnn/false_positive": 0.11191356077071442, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0086115701124072, "total_loss": 0.7689003187697381}
{"data_time": 0.02016404806636274, "eta_seconds": 107417.2774643451, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3092081278661473, "fast_rcnn/fg_cls_accuracy": 0.6725134040923515, "iteration": 162159, "loss_box_reg": 0.20868178643286228, "loss_cls": 0.1710016243159771, "loss_mask": 0.24139140732586384, "loss_rpn_cls": 0.0329330445965752, "loss_rpn_loc": 0.07280427112709731, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962949929426194, "mask_rcnn/false_negative": 0.090177046744669, "mask_rcnn/false_positive": 0.12314918528038635, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0103383786045015, "total_loss": 0.7153756348998286}
{"data_time": 0.016487633576616645, "eta_seconds": 107425.33432368189, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.27003642987249543, "fast_rcnn/fg_cls_accuracy": 0.6899889380530974, "iteration": 162179, "loss_box_reg": 0.1950008161365986, "loss_cls": 0.16067080572247505, "loss_mask": 0.2316245511174202, "loss_rpn_cls": 0.030524472938850522, "loss_rpn_loc": 0.0599810965359211, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026912506718915, "mask_rcnn/false_negative": 0.08379008349816632, "mask_rcnn/false_positive": 0.11542840668771803, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9981038758996874, "total_loss": 0.6730744990054518}
{"data_time": 0.01654107216745615, "eta_seconds": 107497.80044043437, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3039066033469019, "fast_rcnn/fg_cls_accuracy": 0.6766122917013446, "iteration": 162199, "loss_box_reg": 0.2346596224233508, "loss_cls": 0.1916432287544012, "loss_mask": 0.2510705254971981, "loss_rpn_cls": 0.03284607973182574, "loss_rpn_loc": 0.08180962398182601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948157643020791, "mask_rcnn/false_negative": 0.10611905243061369, "mask_rcnn/false_positive": 0.1170643935859933, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0235081280115992, "total_loss": 0.792622281005606}
{"data_time": 0.02311447006650269, "eta_seconds": 107431.6258375626, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3311417079207921, "fast_rcnn/fg_cls_accuracy": 0.6255415534140516, "iteration": 162219, "loss_box_reg": 0.2210249863564968, "loss_cls": 0.1733376383781433, "loss_mask": 0.23824509885162115, "loss_rpn_cls": 0.027598655491601676, "loss_rpn_loc": 0.07119039725512266, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942019923542185, "mask_rcnn/false_negative": 0.10041950175299197, "mask_rcnn/false_positive": 0.1354531504592256, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9788001370616257, "total_loss": 0.7290559636312537}
{"data_time": 0.01846100459806621, "eta_seconds": 107332.09997177124, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2534530386740331, "fast_rcnn/fg_cls_accuracy": 0.6959457932094579, "iteration": 162239, "loss_box_reg": 0.2171546621248126, "loss_cls": 0.18099959334358573, "loss_mask": 0.2361334227025509, "loss_rpn_cls": 0.041455274913460016, "loss_rpn_loc": 0.06942095863632858, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037802127554895, "mask_rcnn/false_negative": 0.08203570694410439, "mask_rcnn/false_positive": 0.11258292173828173, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9883108336944133, "total_loss": 0.7646296606399119}
{"data_time": 0.0160318398848176, "eta_seconds": 107345.62715668231, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.2752648270450533, "fast_rcnn/fg_cls_accuracy": 0.6735379711751663, "iteration": 162259, "loss_box_reg": 0.23007875680923462, "loss_cls": 0.19232136430218816, "loss_mask": 0.23385395482182503, "loss_rpn_cls": 0.03527147974818945, "loss_rpn_loc": 0.07735050586052239, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084831939216764, "mask_rcnn/false_negative": 0.09004611934439871, "mask_rcnn/false_positive": 0.10439118254640362, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0181680049281567, "total_loss": 0.7741829958977178}
{"data_time": 0.013149302219972014, "eta_seconds": 107358.28409471549, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29284617072635505, "fast_rcnn/fg_cls_accuracy": 0.6932591218305504, "iteration": 162279, "loss_box_reg": 0.21287553384900093, "loss_cls": 0.18844999931752682, "loss_mask": 0.22289840690791607, "loss_rpn_cls": 0.030480594985419884, "loss_rpn_loc": 0.07689755922183394, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068253453553392, "mask_rcnn/false_negative": 0.08218026689883787, "mask_rcnn/false_positive": 0.10331399621536458, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 1.0150397580582649, "total_loss": 0.7407426568679512}
{"data_time": 0.015571634517982602, "eta_seconds": 107415.44342504349, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30834267369615453, "fast_rcnn/fg_cls_accuracy": 0.6617567042363, "iteration": 162299, "loss_box_reg": 0.2086458345875144, "loss_cls": 0.17020880337804556, "loss_mask": 0.23213283251971006, "loss_rpn_cls": 0.039082993171177804, "loss_rpn_loc": 0.06321741442661732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972020758224426, "mask_rcnn/false_negative": 0.08681118299921627, "mask_rcnn/false_positive": 0.1017303265074314, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9888281831517816, "total_loss": 0.7172018706332892}
{"data_time": 0.016127893002703786, "eta_seconds": 107440.68064380437, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3116191904047976, "fast_rcnn/fg_cls_accuracy": 0.6400061385715812, "iteration": 162319, "loss_box_reg": 0.22350502666085958, "loss_cls": 0.18839087802916765, "loss_mask": 0.2564899530261755, "loss_rpn_cls": 0.03497999074170366, "loss_rpn_loc": 0.09161834605038166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908534678239112, "mask_rcnn/false_negative": 0.08802443498707149, "mask_rcnn/false_positive": 0.1263865276088372, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.009670747909695, "total_loss": 0.8069594532717019}
{"data_time": 0.015322835184633732, "eta_seconds": 107503.4795418242, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.33710801393728224, "fast_rcnn/fg_cls_accuracy": 0.6319976771196283, "iteration": 162339, "loss_box_reg": 0.22591357678174973, "loss_cls": 0.1847885074093938, "loss_mask": 0.2336797509342432, "loss_rpn_cls": 0.03476303373463452, "loss_rpn_loc": 0.08642511488869786, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925735967598821, "mask_rcnn/false_negative": 0.10220333580393479, "mask_rcnn/false_positive": 0.11708907751544106, "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": 1.0361298639327288, "total_loss": 0.7628976975101978}
{"data_time": 0.019795230589807034, "eta_seconds": 107473.32905514166, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23890532544378698, "fast_rcnn/fg_cls_accuracy": 0.7490554156171285, "iteration": 162359, "loss_box_reg": 0.19250611029565334, "loss_cls": 0.16809994913637638, "loss_mask": 0.23334313184022903, "loss_rpn_cls": 0.03101624350529164, "loss_rpn_loc": 0.07954009156674147, "lr": 0.0001, "mask_rcnn/accuracy": 0.9107413094405852, "mask_rcnn/false_negative": 0.08337227516382423, "mask_rcnn/false_positive": 0.09834677151110827, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9913027302827686, "total_loss": 0.7262690516072325}
{"data_time": 0.02037714095786214, "eta_seconds": 107428.67123105563, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.28016644213221736, "fast_rcnn/fg_cls_accuracy": 0.6965393030832879, "iteration": 162379, "loss_box_reg": 0.21511076390743256, "loss_cls": 0.16827140282839537, "loss_mask": 0.2376676592975855, "loss_rpn_cls": 0.03295828332193196, "loss_rpn_loc": 0.0789590454660356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977060371712491, "mask_rcnn/false_negative": 0.09129447313179652, "mask_rcnn/false_positive": 0.11318624422454182, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.998252023011446, "total_loss": 0.7481270745629445}
{"data_time": 0.014944096561521292, "eta_seconds": 107419.6544630453, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2703124103231237, "fast_rcnn/fg_cls_accuracy": 0.7069600938967135, "iteration": 162399, "loss_box_reg": 0.20176021475344896, "loss_cls": 0.17377419769763947, "loss_mask": 0.24264589324593544, "loss_rpn_cls": 0.029973559372592717, "loss_rpn_loc": 0.07373264222405851, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044283867906433, "mask_rcnn/false_negative": 0.08703193083268035, "mask_rcnn/false_positive": 0.10984403074198947, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.015485635958612, "total_loss": 0.7281667034258135}
{"data_time": 0.02281013992615044, "eta_seconds": 107423.59584905673, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.37771989165791897, "fast_rcnn/fg_cls_accuracy": 0.582612125571359, "iteration": 162419, "loss_box_reg": 0.21881153248250484, "loss_cls": 0.18165944749489427, "loss_mask": 0.24260356277227402, "loss_rpn_cls": 0.03670459205750376, "loss_rpn_loc": 0.07803836581297219, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870000440086869, "mask_rcnn/false_negative": 0.08757221527197748, "mask_rcnn/false_positive": 0.13605270997830377, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.99912373512052, "total_loss": 0.7665514540931326}
{"data_time": 0.020250003319233656, "eta_seconds": 107442.66597206704, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2821977553466077, "fast_rcnn/fg_cls_accuracy": 0.6779839067429022, "iteration": 162439, "loss_box_reg": 0.21572240814566612, "loss_cls": 0.17909929528832436, "loss_mask": 0.22841390408575535, "loss_rpn_cls": 0.028913964284583926, "loss_rpn_loc": 0.05946487281471491, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962435319517001, "mask_rcnn/false_negative": 0.08611322552193768, "mask_rcnn/false_positive": 0.11533329664807689, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9990287555847317, "total_loss": 0.725198931293562}
{"data_time": 0.017428352031856775, "eta_seconds": 107479.89467266016, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2722126929674099, "fast_rcnn/fg_cls_accuracy": 0.7100313479623825, "iteration": 162459, "loss_box_reg": 0.20620690286159515, "loss_cls": 0.17174714989960194, "loss_mask": 0.22926388029009104, "loss_rpn_cls": 0.03270101244561374, "loss_rpn_loc": 0.06613343651406467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967804490668505, "mask_rcnn/false_negative": 0.08594824510381137, "mask_rcnn/false_positive": 0.12021110564508612, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9966207602992654, "total_loss": 0.7189209195785224}
{"data_time": 0.020458884304389358, "eta_seconds": 107402.70960688591, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.332522869523351, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 162479, "loss_box_reg": 0.21487364266067743, "loss_cls": 0.17320153210312128, "loss_mask": 0.241068284958601, "loss_rpn_cls": 0.03477491799276322, "loss_rpn_loc": 0.08105631545186043, "lr": 0.0001, "mask_rcnn/accuracy": 0.886554070027842, "mask_rcnn/false_negative": 0.09514378738169847, "mask_rcnn/false_positive": 0.11249361709399666, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0197137333452702, "total_loss": 0.7452730386285111}
{"data_time": 0.0358936982229352, "eta_seconds": 107496.2067103479, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3303133777606433, "fast_rcnn/fg_cls_accuracy": 0.6381524219866476, "iteration": 162499, "loss_box_reg": 0.20925232954323292, "loss_cls": 0.17301120050251484, "loss_mask": 0.23875396698713303, "loss_rpn_cls": 0.03443850250914693, "loss_rpn_loc": 0.06664933799766004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922930425159898, "mask_rcnn/false_negative": 0.09343047218586487, "mask_rcnn/false_positive": 0.12068521613272615, "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": 1.019954991294071, "total_loss": 0.7358273206045851}
{"data_time": 0.025712208589538932, "eta_seconds": 107476.20741607621, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2988562091503268, "fast_rcnn/fg_cls_accuracy": 0.6355988341282459, "iteration": 162519, "loss_box_reg": 0.2102192249149084, "loss_cls": 0.162702317815274, "loss_mask": 0.22989944368600845, "loss_rpn_cls": 0.03315125190420076, "loss_rpn_loc": 0.05685761896893382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909113695278909, "mask_rcnn/false_negative": 0.09481276727707083, "mask_rcnn/false_positive": 0.11965483974093581, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9620469005312771, "total_loss": 0.709681628854014}
{"data_time": 0.02488005510531366, "eta_seconds": 107427.41029885132, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2846547314578005, "fast_rcnn/fg_cls_accuracy": 0.6792010421189753, "iteration": 162539, "loss_box_reg": 0.21546626649796963, "loss_cls": 0.18109160009771585, "loss_mask": 0.22677133046090603, "loss_rpn_cls": 0.0348243098706007, "loss_rpn_loc": 0.05645532440394163, "lr": 0.0001, "mask_rcnn/accuracy": 0.896110619501792, "mask_rcnn/false_negative": 0.09144171746210802, "mask_rcnn/false_positive": 0.11984815807508528, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9934345150832087, "total_loss": 0.7117308429442346}
{"data_time": 0.014733440475538373, "eta_seconds": 107283.79938671365, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.36173892719411005, "fast_rcnn/fg_cls_accuracy": 0.5799698492462311, "iteration": 162559, "loss_box_reg": 0.22353509534150362, "loss_cls": 0.1776399165391922, "loss_mask": 0.24535227939486504, "loss_rpn_cls": 0.036949862085748464, "loss_rpn_loc": 0.0842706774128601, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913272898445093, "mask_rcnn/false_negative": 0.09064138101418093, "mask_rcnn/false_positive": 0.12931774310727812, "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": 0.9736028036568314, "total_loss": 0.7515599511680193}
{"data_time": 0.019238833570852876, "eta_seconds": 107239.95615632273, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3253517490641539, "fast_rcnn/fg_cls_accuracy": 0.6341994750656168, "iteration": 162579, "loss_box_reg": 0.20562744932249188, "loss_cls": 0.16972991777583957, "loss_mask": 0.24290308356285095, "loss_rpn_cls": 0.03171379026025534, "loss_rpn_loc": 0.0738060800358653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946118138301979, "mask_rcnn/false_negative": 0.09221307987617068, "mask_rcnn/false_positive": 0.11222992681614224, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0061554689891636, "total_loss": 0.7306903700809926}
{"data_time": 0.020649920916184783, "eta_seconds": 107282.84051134251, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.24206523328945445, "fast_rcnn/fg_cls_accuracy": 0.7334776334776335, "iteration": 162599, "loss_box_reg": 0.20491125993430614, "loss_cls": 0.17036152444779873, "loss_mask": 0.25056391581892967, "loss_rpn_cls": 0.0376610707025975, "loss_rpn_loc": 0.0603116222191602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956859085232909, "mask_rcnn/false_negative": 0.09800667589231443, "mask_rcnn/false_positive": 0.11215736146213703, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.021159548079595, "total_loss": 0.7395205263746902}
{"data_time": 0.018513303017243743, "eta_seconds": 107358.9507345995, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.32977653843235455, "fast_rcnn/fg_cls_accuracy": 0.6416857773354679, "iteration": 162619, "loss_box_reg": 0.22305424325168133, "loss_cls": 0.18098645750433207, "loss_mask": 0.2386882659047842, "loss_rpn_cls": 0.0363040582742542, "loss_rpn_loc": 0.07330432487651706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933165474867467, "mask_rcnn/false_negative": 0.10218695749586908, "mask_rcnn/false_positive": 0.11310065438679034, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.991435709875077, "total_loss": 0.7618155151139945}
{"data_time": 0.014974632998928428, "eta_seconds": 107472.8063731268, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.283596068700433, "fast_rcnn/fg_cls_accuracy": 0.6670132457274665, "iteration": 162639, "loss_box_reg": 0.2282340582460165, "loss_cls": 0.18517491221427917, "loss_mask": 0.23347222991287708, "loss_rpn_cls": 0.03739239985588938, "loss_rpn_loc": 0.08873668499290943, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005127536953574, "mask_rcnn/false_negative": 0.08942741686582203, "mask_rcnn/false_positive": 0.11591035415376374, "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": 1.0428778282366693, "total_loss": 0.7935455651022494}
{"data_time": 0.016640952555462718, "eta_seconds": 107336.21235617436, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.262667468223978, "fast_rcnn/fg_cls_accuracy": 0.7070902658252056, "iteration": 162659, "loss_box_reg": 0.20160537865012884, "loss_cls": 0.17149609327316284, "loss_mask": 0.24067920818924904, "loss_rpn_cls": 0.03167352103628218, "loss_rpn_loc": 0.07536739390343428, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052392022599294, "mask_rcnn/false_negative": 0.08335909573005737, "mask_rcnn/false_positive": 0.10865855904002103, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9737706675659865, "total_loss": 0.7582429096801206}
{"data_time": 0.0193586980458349, "eta_seconds": 107393.43360074796, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.28170132075055676, "fast_rcnn/fg_cls_accuracy": 0.6982382371726634, "iteration": 162679, "loss_box_reg": 0.2082652598619461, "loss_cls": 0.16620182804763317, "loss_mask": 0.24908208288252354, "loss_rpn_cls": 0.03266613627783954, "loss_rpn_loc": 0.07124956580810249, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042989918340567, "mask_rcnn/false_negative": 0.0895585616386245, "mask_rcnn/false_positive": 0.10934351177137594, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0019525301177055, "total_loss": 0.7300310884602368}
{"data_time": 0.02566798683255911, "eta_seconds": 107394.59207828622, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2936170212765957, "fast_rcnn/fg_cls_accuracy": 0.6869861569812381, "iteration": 162699, "loss_box_reg": 0.19790448807179928, "loss_cls": 0.1602105931378901, "loss_mask": 0.23007287364453077, "loss_rpn_cls": 0.028701936244033277, "loss_rpn_loc": 0.061521093593910336, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976605596425465, "mask_rcnn/false_negative": 0.08155095979698501, "mask_rcnn/false_positive": 0.12217752629645921, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.00010613235645, "total_loss": 0.6963870053295977}
{"data_time": 0.01595817063935101, "eta_seconds": 107347.92866460979, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.276542992790575, "fast_rcnn/fg_cls_accuracy": 0.6604651162790698, "iteration": 162719, "loss_box_reg": 0.19961164891719818, "loss_cls": 0.17149300407618284, "loss_mask": 0.236243499442935, "loss_rpn_cls": 0.032097077870275825, "loss_rpn_loc": 0.07989202137105167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986824011533447, "mask_rcnn/false_negative": 0.09166322531591983, "mask_rcnn/false_positive": 0.11418941562787448, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9842982925474644, "total_loss": 0.7225087828701362}
{"data_time": 0.013900076039135456, "eta_seconds": 107256.2151790876, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2774920115345647, "fast_rcnn/fg_cls_accuracy": 0.6801935363811178, "iteration": 162739, "loss_box_reg": 0.18297457788139582, "loss_cls": 0.15569417271763086, "loss_mask": 0.2204600814729929, "loss_rpn_cls": 0.026546186301857233, "loss_rpn_loc": 0.05871231644414365, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064379357680616, "mask_rcnn/false_negative": 0.0738760139608664, "mask_rcnn/false_positive": 0.09606418501765288, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9882184974849224, "total_loss": 0.6587083401391283}
{"data_time": 0.01481306692585349, "eta_seconds": 107278.85358504951, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3094507818992219, "fast_rcnn/fg_cls_accuracy": 0.6740333884557839, "iteration": 162759, "loss_box_reg": 0.19499061070382595, "loss_cls": 0.15259219706058502, "loss_mask": 0.23402883857488632, "loss_rpn_cls": 0.030430714483372867, "loss_rpn_loc": 0.07985506148543209, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020665416377356, "mask_rcnn/false_negative": 0.08162806241304515, "mask_rcnn/false_positive": 0.10979109752447215, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9993447903543711, "total_loss": 0.6727875309297815}
{"data_time": 0.01756256236694753, "eta_seconds": 107287.89067318663, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2980044931941324, "fast_rcnn/fg_cls_accuracy": 0.6593973037272006, "iteration": 162779, "loss_box_reg": 0.21230210177600384, "loss_cls": 0.1767924204468727, "loss_mask": 0.2412609253078699, "loss_rpn_cls": 0.034650535555556417, "loss_rpn_loc": 0.07702553691342473, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983096402073154, "mask_rcnn/false_negative": 0.10435202473921054, "mask_rcnn/false_positive": 0.09095697024996338, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 1.0020716385915875, "total_loss": 0.7377256867475808}
{"data_time": 0.016937753651291132, "eta_seconds": 107267.87800937891, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2688301282051282, "fast_rcnn/fg_cls_accuracy": 0.6869563548915267, "iteration": 162799, "loss_box_reg": 0.2125826794654131, "loss_cls": 0.16800283174961805, "loss_mask": 0.2148514073342085, "loss_rpn_cls": 0.025500309275230393, "loss_rpn_loc": 0.0661403713747859, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038831161423098, "mask_rcnn/false_negative": 0.08109718851850338, "mask_rcnn/false_positive": 0.11777864612033204, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9945347046013921, "total_loss": 0.6940765416948125}
{"data_time": 0.022618410643190145, "eta_seconds": 107025.27868994046, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26317451205510906, "fast_rcnn/fg_cls_accuracy": 0.6772717599489253, "iteration": 162819, "loss_box_reg": 0.2040533795952797, "loss_cls": 0.1766265043988824, "loss_mask": 0.23616670072078705, "loss_rpn_cls": 0.03132576262578368, "loss_rpn_loc": 0.07427879120223224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962173352589873, "mask_rcnn/false_negative": 0.09630809220059905, "mask_rcnn/false_positive": 0.10678835296948479, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.002801083959639, "total_loss": 0.7312415897322353}
{"data_time": 0.01961596147157252, "eta_seconds": 107156.21870772913, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.33648318208987665, "fast_rcnn/fg_cls_accuracy": 0.6446395003335152, "iteration": 162839, "loss_box_reg": 0.213266309350729, "loss_cls": 0.1779454043135047, "loss_mask": 0.2423931285738945, "loss_rpn_cls": 0.03208741219714284, "loss_rpn_loc": 0.08166578784584999, "lr": 0.0001, "mask_rcnn/accuracy": 0.889793640670554, "mask_rcnn/false_negative": 0.1031470573523025, "mask_rcnn/false_positive": 0.1217620208888529, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0103112750221044, "total_loss": 0.743491183500737}
{"data_time": 0.023840692592784762, "eta_seconds": 107207.84001795575, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2545361680393283, "fast_rcnn/fg_cls_accuracy": 0.7081700907787865, "iteration": 162859, "loss_box_reg": 0.21102232206612825, "loss_cls": 0.1547745419666171, "loss_mask": 0.2500289920717478, "loss_rpn_cls": 0.031105013040360063, "loss_rpn_loc": 0.08294003549963236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954953660431757, "mask_rcnn/false_negative": 0.0912299901199502, "mask_rcnn/false_positive": 0.12157709618503533, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0468437059316784, "total_loss": 0.7247308087535203}
{"data_time": 0.023020161781460047, "eta_seconds": 107193.29675095156, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.30166870789957134, "fast_rcnn/fg_cls_accuracy": 0.6859531772575251, "iteration": 162879, "loss_box_reg": 0.20378967188298702, "loss_cls": 0.16476256400346756, "loss_mask": 0.23711503483355045, "loss_rpn_cls": 0.033326777163892984, "loss_rpn_loc": 0.10008658608421683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956157639263991, "mask_rcnn/false_negative": 0.08555484029914225, "mask_rcnn/false_positive": 0.1093155093961784, "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": 0.9836931026075035, "total_loss": 0.7355529941269197}
{"data_time": 0.014041060116142035, "eta_seconds": 107173.28306597192, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.30763065620303887, "fast_rcnn/fg_cls_accuracy": 0.6923693437969611, "iteration": 162899, "loss_box_reg": 0.19610151229426265, "loss_cls": 0.1663070796057582, "loss_mask": 0.24007766880095005, "loss_rpn_cls": 0.033958734944462776, "loss_rpn_loc": 0.0804689812939614, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028925603260172, "mask_rcnn/false_negative": 0.0910683168108108, "mask_rcnn/false_positive": 0.11122823627010019, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9869023479986936, "total_loss": 0.7058614600391593}
{"data_time": 0.026369836647063494, "eta_seconds": 107153.26938099228, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.30689762311635854, "fast_rcnn/fg_cls_accuracy": 0.6890373362332349, "iteration": 162919, "loss_box_reg": 0.19946128502488136, "loss_cls": 0.15840213745832443, "loss_mask": 0.22923639602959156, "loss_rpn_cls": 0.028909752727486193, "loss_rpn_loc": 0.06566865113563836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918840999437241, "mask_rcnn/false_negative": 0.09032139098842487, "mask_rcnn/false_positive": 0.1086011353691515, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9696328910067677, "total_loss": 0.6932592978700995}
{"data_time": 0.01574344001710415, "eta_seconds": 107133.25569601264, "fast_rcnn/cls_accuracy": 0.919677734375, "fast_rcnn/false_negative": 0.3226503149898091, "fast_rcnn/fg_cls_accuracy": 0.639579557810801, "iteration": 162939, "loss_box_reg": 0.2348897960036993, "loss_cls": 0.19702737964689732, "loss_mask": 0.24714560993015766, "loss_rpn_cls": 0.032662732584867626, "loss_rpn_loc": 0.08623552566859871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937312199136029, "mask_rcnn/false_negative": 0.09263779301546697, "mask_rcnn/false_positive": 0.1195911881862114, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9871409409679472, "total_loss": 0.792482879711315}
{"data_time": 0.01381748728454113, "eta_seconds": 106983.94602734596, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24809293284923167, "fast_rcnn/fg_cls_accuracy": 0.6984712246650949, "iteration": 162959, "loss_box_reg": 0.22644970752298832, "loss_cls": 0.17673695739358664, "loss_mask": 0.23275736533105373, "loss_rpn_cls": 0.028357196249999106, "loss_rpn_loc": 0.06237220182083547, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029334423986985, "mask_rcnn/false_negative": 0.07691898948324635, "mask_rcnn/false_positive": 0.10462846577389741, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.981167463818565, "total_loss": 0.7495098003419116}
{"data_time": 0.022667459910735488, "eta_seconds": 106865.5096603604, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3228549484309853, "fast_rcnn/fg_cls_accuracy": 0.6723270440251572, "iteration": 162979, "loss_box_reg": 0.19230518955737352, "loss_cls": 0.1595647381618619, "loss_mask": 0.22909940034151077, "loss_rpn_cls": 0.029409650480374694, "loss_rpn_loc": 0.06337595544755459, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933541589741384, "mask_rcnn/false_negative": 0.09435481757679562, "mask_rcnn/false_positive": 0.11509098806195826, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9753310161177069, "total_loss": 0.6992290928028524}
{"data_time": 0.020587461534887552, "eta_seconds": 106943.96697427146, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2787278974089636, "fast_rcnn/fg_cls_accuracy": 0.670952023988006, "iteration": 162999, "loss_box_reg": 0.2098358701914549, "loss_cls": 0.16408812068402767, "loss_mask": 0.23231310583651066, "loss_rpn_cls": 0.03177927905926481, "loss_rpn_loc": 0.06267240107990801, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993284270788457, "mask_rcnn/false_negative": 0.08827725644540073, "mask_rcnn/false_positive": 0.11556830642198603, "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": 1.0433277420233935, "total_loss": 0.7230518384021707}
{"data_time": 0.015173114836215973, "eta_seconds": 106923.97744773421, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3130728494806164, "fast_rcnn/fg_cls_accuracy": 0.6765677688007785, "iteration": 163019, "loss_box_reg": 0.22850690595805645, "loss_cls": 0.1884470391087234, "loss_mask": 0.22963733226060867, "loss_rpn_cls": 0.03441492421552539, "loss_rpn_loc": 0.06899855379015207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891528067920081, "mask_rcnn/false_negative": 0.08760578457437446, "mask_rcnn/false_positive": 0.13042317904049405, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0231705454643816, "total_loss": 0.7645447122049518}
{"data_time": 0.020765934139490128, "eta_seconds": 106843.5271192342, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.29578646969951317, "fast_rcnn/fg_cls_accuracy": 0.6610860154338416, "iteration": 163039, "loss_box_reg": 0.21589022316038609, "loss_cls": 0.16788422176614404, "loss_mask": 0.24413970857858658, "loss_rpn_cls": 0.036586672184057534, "loss_rpn_loc": 0.08115846943110228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824803500502965, "mask_rcnn/false_negative": 0.09996151662489769, "mask_rcnn/false_positive": 0.11977575026720277, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.0025090188719332, "total_loss": 0.7314396030269563}
{"data_time": 0.015529595082625747, "eta_seconds": 106823.54889800772, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.265961988354024, "fast_rcnn/fg_cls_accuracy": 0.7005697546292564, "iteration": 163059, "loss_box_reg": 0.1996195102110505, "loss_cls": 0.15869779093191028, "loss_mask": 0.23123516701161861, "loss_rpn_cls": 0.027080944913905114, "loss_rpn_loc": 0.062267028260976076, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028423154658276, "mask_rcnn/false_negative": 0.08032216911373022, "mask_rcnn/false_positive": 0.1180774847736582, "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": 0.9867908095475286, "total_loss": 0.665504879958462}
{"data_time": 0.015648177824914455, "eta_seconds": 106894.4361170847, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2886447717436828, "fast_rcnn/fg_cls_accuracy": 0.6726248118633982, "iteration": 163079, "loss_box_reg": 0.18453229777514935, "loss_cls": 0.15891331480816007, "loss_mask": 0.22698994167149067, "loss_rpn_cls": 0.02725053351605311, "loss_rpn_loc": 0.05507666931953281, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958962604375911, "mask_rcnn/false_negative": 0.07906667346566362, "mask_rcnn/false_positive": 0.13711676120434896, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9942970327101648, "total_loss": 0.6597119700745679}
{"data_time": 0.014335031853988767, "eta_seconds": 107012.3230373254, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.27501000400160064, "fast_rcnn/fg_cls_accuracy": 0.6914354421013689, "iteration": 163099, "loss_box_reg": 0.19617042131721973, "loss_cls": 0.17036197707057, "loss_mask": 0.23805690743029118, "loss_rpn_cls": 0.03642501827562228, "loss_rpn_loc": 0.07192366500385106, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039032145623691, "mask_rcnn/false_negative": 0.08837564042133468, "mask_rcnn/false_positive": 0.09295189095143183, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.012482860358432, "total_loss": 0.7278991278726608}
{"data_time": 0.015889001078903675, "eta_seconds": 106953.13253119588, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23900267911157203, "fast_rcnn/fg_cls_accuracy": 0.7417543859649123, "iteration": 163119, "loss_box_reg": 0.22228719759732485, "loss_cls": 0.17745491210371256, "loss_mask": 0.25033598206937313, "loss_rpn_cls": 0.029293253202922642, "loss_rpn_loc": 0.07734525110572577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976747149180185, "mask_rcnn/false_negative": 0.08860550943422815, "mask_rcnn/false_positive": 0.1122820997833106, "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": 0.9967273371294141, "total_loss": 0.7620695091318339}
{"data_time": 0.029629505006596446, "eta_seconds": 106933.11884621624, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.28234989648033126, "fast_rcnn/fg_cls_accuracy": 0.6711191295903955, "iteration": 163139, "loss_box_reg": 0.2229655124247074, "loss_cls": 0.1685076216235757, "loss_mask": 0.23766422271728516, "loss_rpn_cls": 0.03141383663751185, "loss_rpn_loc": 0.06851272890344262, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907734708121149, "mask_rcnn/false_negative": 0.09013493549977639, "mask_rcnn/false_positive": 0.12401964698589546, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0650987380649894, "total_loss": 0.7249265306163579}
{"data_time": 0.017856770427897573, "eta_seconds": 106913.1051612366, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25237936083524315, "fast_rcnn/fg_cls_accuracy": 0.7047192237247184, "iteration": 163159, "loss_box_reg": 0.22214588709175587, "loss_cls": 0.17038714233785868, "loss_mask": 0.23541978374123573, "loss_rpn_cls": 0.03904773388057947, "loss_rpn_loc": 0.07190523878671229, "lr": 0.0001, "mask_rcnn/accuracy": 0.894547502818881, "mask_rcnn/false_negative": 0.09542568615802968, "mask_rcnn/false_positive": 0.11199417035416193, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0067616323940456, "total_loss": 0.7469513431424275}
{"data_time": 0.018493897980079055, "eta_seconds": 106816.23070511036, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.28080841577774096, "fast_rcnn/fg_cls_accuracy": 0.7053456932339325, "iteration": 163179, "loss_box_reg": 0.1975241657346487, "loss_cls": 0.15484997536987066, "loss_mask": 0.2232397347688675, "loss_rpn_cls": 0.02538690745132044, "loss_rpn_loc": 0.05968286213465035, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033026953416909, "mask_rcnn/false_negative": 0.08229378157844608, "mask_rcnn/false_positive": 0.09985264340488678, "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": 0.9682250085752457, "total_loss": 0.6591178376693279}
{"data_time": 0.0165438384283334, "eta_seconds": 106629.32121008635, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29048028785982477, "fast_rcnn/fg_cls_accuracy": 0.6783956692913387, "iteration": 163199, "loss_box_reg": 0.20051106996834278, "loss_cls": 0.17167225759476423, "loss_mask": 0.23495964519679546, "loss_rpn_cls": 0.0326907760463655, "loss_rpn_loc": 0.06771189428400248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998708010335917, "mask_rcnn/false_negative": 0.09063088992569837, "mask_rcnn/false_positive": 0.12197298872136825, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9825649422127753, "total_loss": 0.7226415493059903}
{"data_time": 0.021479440620169044, "eta_seconds": 106819.23069890589, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2523302430468554, "fast_rcnn/fg_cls_accuracy": 0.7119813859609778, "iteration": 163219, "loss_box_reg": 0.21609942242503166, "loss_cls": 0.16536966897547245, "loss_mask": 0.23016783967614174, "loss_rpn_cls": 0.036509579163976014, "loss_rpn_loc": 0.08605727378744632, "lr": 0.0001, "mask_rcnn/accuracy": 0.9120827459152978, "mask_rcnn/false_negative": 0.08232569311031537, "mask_rcnn/false_positive": 0.1090107033495531, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0369341666810215, "total_loss": 0.7117498801089823}
{"data_time": 0.017870483454316854, "eta_seconds": 106944.61509796791, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.31638137624101337, "fast_rcnn/fg_cls_accuracy": 0.6656929497034922, "iteration": 163239, "loss_box_reg": 0.20382865518331528, "loss_cls": 0.16738095879554749, "loss_mask": 0.237166378647089, "loss_rpn_cls": 0.02866537615773268, "loss_rpn_loc": 0.06276043795514852, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954457541281602, "mask_rcnn/false_negative": 0.0894267656615611, "mask_rcnn/false_positive": 0.10752630827709211, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0249467380344868, "total_loss": 0.688368831644766}
{"data_time": 0.012971843359991908, "eta_seconds": 106899.41826127935, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24749080791016598, "fast_rcnn/fg_cls_accuracy": 0.7384054663402355, "iteration": 163259, "loss_box_reg": 0.21390091627836227, "loss_cls": 0.16436656657606363, "loss_mask": 0.24080505594611168, "loss_rpn_cls": 0.02974820352392271, "loss_rpn_loc": 0.06551996036432683, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036692851743873, "mask_rcnn/false_negative": 0.07952053816998148, "mask_rcnn/false_positive": 0.10656658963130242, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.98926962306723, "total_loss": 0.7238829134730622}
{"data_time": 0.013998620910570025, "eta_seconds": 106603.7884645164, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2719420535822524, "fast_rcnn/fg_cls_accuracy": 0.7125681594708143, "iteration": 163279, "loss_box_reg": 0.19179663993418217, "loss_cls": 0.1688597397878766, "loss_mask": 0.22765318490564823, "loss_rpn_cls": 0.032018221681937575, "loss_rpn_loc": 0.06131436349824071, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038094784861959, "mask_rcnn/false_negative": 0.07947655567626416, "mask_rcnn/false_positive": 0.10752518259621019, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9532069535925984, "total_loss": 0.6774070896208286}
{"data_time": 0.026888245018199086, "eta_seconds": 106644.12407621276, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.27517862690276484, "fast_rcnn/fg_cls_accuracy": 0.6936303259260458, "iteration": 163299, "loss_box_reg": 0.194646080955863, "loss_cls": 0.165893261320889, "loss_mask": 0.23364617861807346, "loss_rpn_cls": 0.0327212696429342, "loss_rpn_loc": 0.07966993190348148, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951518509865258, "mask_rcnn/false_negative": 0.09220883876725752, "mask_rcnn/false_positive": 0.09959360400705508, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9930942235514522, "total_loss": 0.7298578984336928}
{"data_time": 0.014042572351172566, "eta_seconds": 106509.5129840076, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.343759649620317, "fast_rcnn/fg_cls_accuracy": 0.6361895843088289, "iteration": 163319, "loss_box_reg": 0.21377877611666918, "loss_cls": 0.17113674245774746, "loss_mask": 0.23949682340025902, "loss_rpn_cls": 0.036430965759791434, "loss_rpn_loc": 0.08482981054112315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875982748812128, "mask_rcnn/false_negative": 0.09238842855595479, "mask_rcnn/false_positive": 0.12410360419405209, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.010629566386342, "total_loss": 0.7347183872479945}
{"data_time": 0.015006484929472208, "eta_seconds": 106454.89801298361, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3097470314919979, "fast_rcnn/fg_cls_accuracy": 0.6744501806917914, "iteration": 163339, "loss_box_reg": 0.2104685865342617, "loss_cls": 0.16502774879336357, "loss_mask": 0.22780718095600605, "loss_rpn_cls": 0.034560456639155746, "loss_rpn_loc": 0.07887476030737162, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887585472441958, "mask_rcnn/false_negative": 0.09119429615868331, "mask_rcnn/false_positive": 0.11863772607370154, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0390688583720475, "total_loss": 0.717373551800847}
{"data_time": 0.01845649629831314, "eta_seconds": 106494.95677635074, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.27967611336032394, "fast_rcnn/fg_cls_accuracy": 0.703670521040401, "iteration": 163359, "loss_box_reg": 0.21721995063126087, "loss_cls": 0.1780752381309867, "loss_mask": 0.22481577284634113, "loss_rpn_cls": 0.035105398506857455, "loss_rpn_loc": 0.07267954759299755, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071694440763318, "mask_rcnn/false_negative": 0.07475601013955628, "mask_rcnn/false_positive": 0.10293531678265422, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.999396693892777, "total_loss": 0.7341176604386419}
{"data_time": 0.015779729932546616, "eta_seconds": 106482.35806773417, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.29601624269022386, "fast_rcnn/fg_cls_accuracy": 0.64586887835703, "iteration": 163379, "loss_box_reg": 0.2271139957010746, "loss_cls": 0.18676570989191532, "loss_mask": 0.23630721308290958, "loss_rpn_cls": 0.03237937988888007, "loss_rpn_loc": 0.07584873214364052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998248134357187, "mask_rcnn/false_negative": 0.08753563498982946, "mask_rcnn/false_positive": 0.1090713513700464, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0030261436477304, "total_loss": 0.7620216432260349}
{"data_time": 0.017939000157639384, "eta_seconds": 106453.69459288195, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30616630848074067, "fast_rcnn/fg_cls_accuracy": 0.6745762993901374, "iteration": 163399, "loss_box_reg": 0.21268554870039225, "loss_cls": 0.16984242759644985, "loss_mask": 0.23453288339078426, "loss_rpn_cls": 0.026370189036242664, "loss_rpn_loc": 0.0758531061001122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8814435484424188, "mask_rcnn/false_negative": 0.09398977758532627, "mask_rcnn/false_positive": 0.12159408238118302, "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": 1.0017290259711444, "total_loss": 0.7359700950328261}
{"data_time": 0.02513783681206405, "eta_seconds": 106442.40970605053, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3244362332228441, "fast_rcnn/fg_cls_accuracy": 0.6629343629343629, "iteration": 163419, "loss_box_reg": 0.2051927661523223, "loss_cls": 0.1685681063681841, "loss_mask": 0.2369177844375372, "loss_rpn_cls": 0.033249809173867106, "loss_rpn_loc": 0.07218262949027121, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919057337678058, "mask_rcnn/false_negative": 0.09360436138116483, "mask_rcnn/false_positive": 0.11535867239606852, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0117306320462376, "total_loss": 0.7168167226482183}
{"data_time": 0.014187363907694817, "eta_seconds": 106449.40168753266, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2817063492063492, "fast_rcnn/fg_cls_accuracy": 0.6927217618925781, "iteration": 163439, "loss_box_reg": 0.2268865592777729, "loss_cls": 0.1827734475955367, "loss_mask": 0.22860355861485004, "loss_rpn_cls": 0.031785835046321154, "loss_rpn_loc": 0.0597413603682071, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059679201680322, "mask_rcnn/false_negative": 0.09148648989402997, "mask_rcnn/false_positive": 0.10819383604581534, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0097564628813416, "total_loss": 0.7186548807658255}
{"data_time": 0.015691797947511077, "eta_seconds": 106528.7426671898, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27713620795644156, "fast_rcnn/fg_cls_accuracy": 0.6857658890168972, "iteration": 163459, "loss_box_reg": 0.208774134516716, "loss_cls": 0.18168678600341082, "loss_mask": 0.2265826240181923, "loss_rpn_cls": 0.033328691497445107, "loss_rpn_loc": 0.07962642889469862, "lr": 0.0001, "mask_rcnn/accuracy": 0.905986179415014, "mask_rcnn/false_negative": 0.08982293133840608, "mask_rcnn/false_positive": 0.10054881998546975, "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": 1.0129423167090863, "total_loss": 0.7429187779780477}
{"data_time": 0.020148656331002712, "eta_seconds": 106460.97251557745, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2853673835125448, "fast_rcnn/fg_cls_accuracy": 0.6903091060985798, "iteration": 163479, "loss_box_reg": 0.19768772646784782, "loss_cls": 0.15505666937679052, "loss_mask": 0.2345560323446989, "loss_rpn_cls": 0.030512021388858557, "loss_rpn_loc": 0.07067506527528167, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977598488025347, "mask_rcnn/false_negative": 0.08871020755531273, "mask_rcnn/false_positive": 0.10964010204969606, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0217641845811158, "total_loss": 0.7121680425480008}
{"data_time": 0.016677518375217915, "eta_seconds": 106362.51298268326, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.32, "fast_rcnn/fg_cls_accuracy": 0.6542437825332562, "iteration": 163499, "loss_box_reg": 0.2123981975018978, "loss_cls": 0.16670298017561436, "loss_mask": 0.23653790913522243, "loss_rpn_cls": 0.031543288729153574, "loss_rpn_loc": 0.06691245152615011, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010258877505117, "mask_rcnn/false_negative": 0.08773596999135166, "mask_rcnn/false_positive": 0.11797693612099469, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0196630982682109, "total_loss": 0.7032640129327774}
{"data_time": 0.018506941851228476, "eta_seconds": 106420.99468136206, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24388694823753573, "fast_rcnn/fg_cls_accuracy": 0.7025652366209643, "iteration": 163519, "loss_box_reg": 0.2183163594454527, "loss_cls": 0.18291422352194786, "loss_mask": 0.23450628109276295, "loss_rpn_cls": 0.03251700196415186, "loss_rpn_loc": 0.06150442408397794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995046918200403, "mask_rcnn/false_negative": 0.07661336547891409, "mask_rcnn/false_positive": 0.11987244948535622, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9889904910232872, "total_loss": 0.7212563331704587}
{"data_time": 0.019602329470217228, "eta_seconds": 106401.00576425437, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3008765243902439, "fast_rcnn/fg_cls_accuracy": 0.6758357840651725, "iteration": 163539, "loss_box_reg": 0.21288968063890934, "loss_cls": 0.1678256206214428, "loss_mask": 0.23101088404655457, "loss_rpn_cls": 0.03596719272900373, "loss_rpn_loc": 0.05950797023251653, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971552007899934, "mask_rcnn/false_negative": 0.08925945492229927, "mask_rcnn/false_positive": 0.10796594027901595, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9873947885353118, "total_loss": 0.7136046739469748}
{"data_time": 0.017274920362979174, "eta_seconds": 106381.01684714667, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3185450819672131, "fast_rcnn/fg_cls_accuracy": 0.6777322404371584, "iteration": 163559, "loss_box_reg": 0.2150064129382372, "loss_cls": 0.17905225045979023, "loss_mask": 0.24068676866590977, "loss_rpn_cls": 0.03093158708361443, "loss_rpn_loc": 0.06882911454886198, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932169768153134, "mask_rcnn/false_negative": 0.09756532666935072, "mask_rcnn/false_positive": 0.11695505084684499, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.986573182977736, "total_loss": 0.7563233800465241}
{"data_time": 0.019467287929728627, "eta_seconds": 106361.02793003898, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.30463256255939186, "fast_rcnn/fg_cls_accuracy": 0.6669543870763383, "iteration": 163579, "loss_box_reg": 0.2213070522993803, "loss_cls": 0.1836771573871374, "loss_mask": 0.2361433394253254, "loss_rpn_cls": 0.029339853674173355, "loss_rpn_loc": 0.06179394631180912, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883088314377134, "mask_rcnn/false_negative": 0.09516916637986675, "mask_rcnn/false_positive": 0.11128505722460348, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.004082296276465, "total_loss": 0.7388468474382535}
{"data_time": 0.0153517029248178, "eta_seconds": 106219.70795188099, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2967763376537056, "fast_rcnn/fg_cls_accuracy": 0.6834606071894207, "iteration": 163599, "loss_box_reg": 0.23190320003777742, "loss_cls": 0.1748668346554041, "loss_mask": 0.2525826580822468, "loss_rpn_cls": 0.03674886072985828, "loss_rpn_loc": 0.08130487240850925, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047985733257644, "mask_rcnn/false_negative": 0.08680380799635999, "mask_rcnn/false_positive": 0.10940117297394854, "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": 0.9557951756287366, "total_loss": 0.798878749832511}
{"data_time": 0.014540910953655839, "eta_seconds": 106242.66789763235, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30218855218855223, "fast_rcnn/fg_cls_accuracy": 0.6666727332289885, "iteration": 163619, "loss_box_reg": 0.2299612071365118, "loss_cls": 0.18069059075787663, "loss_mask": 0.2366827391088009, "loss_rpn_cls": 0.03471706644631922, "loss_rpn_loc": 0.0817590004298836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957011326132613, "mask_rcnn/false_negative": 0.08622664189985468, "mask_rcnn/false_positive": 0.1252971128454768, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 1.019907740643248, "total_loss": 0.7972723816055804}
{"data_time": 0.014296167530119419, "eta_seconds": 106155.47489837743, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2921407370764284, "fast_rcnn/fg_cls_accuracy": 0.6759334452204356, "iteration": 163639, "loss_box_reg": 0.19609447475522757, "loss_cls": 0.16104042809456587, "loss_mask": 0.22183220088481903, "loss_rpn_cls": 0.03323285037185997, "loss_rpn_loc": 0.061698796693235636, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974576700151731, "mask_rcnn/false_negative": 0.09904344811125762, "mask_rcnn/false_positive": 0.09189250550006064, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0156271774321795, "total_loss": 0.6815800238400698}
{"data_time": 0.013866512104868889, "eta_seconds": 106229.63002488948, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2867186979964055, "fast_rcnn/fg_cls_accuracy": 0.6915064839510714, "iteration": 163659, "loss_box_reg": 0.19743158295750618, "loss_cls": 0.16629415191709995, "loss_mask": 0.23009230569005013, "loss_rpn_cls": 0.027766994666308165, "loss_rpn_loc": 0.06540309253614396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967298705758799, "mask_rcnn/false_negative": 0.09373167671993299, "mask_rcnn/false_positive": 0.10824266888896186, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9764582347124815, "total_loss": 0.700427859032061}
{"data_time": 0.018234750255942345, "eta_seconds": 106182.74535510689, "fast_rcnn/cls_accuracy": 0.918212890625, "fast_rcnn/false_negative": 0.28282367049490337, "fast_rcnn/fg_cls_accuracy": 0.6401145540799975, "iteration": 163679, "loss_box_reg": 0.2174543533474207, "loss_cls": 0.1778925834223628, "loss_mask": 0.22358984127640724, "loss_rpn_cls": 0.03609488974325359, "loss_rpn_loc": 0.07640601508319378, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002742825395824, "mask_rcnn/false_negative": 0.08986983033404908, "mask_rcnn/false_positive": 0.11345395409598935, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9966551433317363, "total_loss": 0.7470806420315057}
{"data_time": 0.016903277952224016, "eta_seconds": 106252.09726653993, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.28882814690215863, "fast_rcnn/fg_cls_accuracy": 0.686370895298932, "iteration": 163699, "loss_box_reg": 0.19041577354073524, "loss_cls": 0.16174153238534927, "loss_mask": 0.23277471587061882, "loss_rpn_cls": 0.02997948951087892, "loss_rpn_loc": 0.05922983231721446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987499986082307, "mask_rcnn/false_negative": 0.08917012882163619, "mask_rcnn/false_positive": 0.10502696819903731, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0075881322845817, "total_loss": 0.6781868594698608}
{"data_time": 0.0159179181791842, "eta_seconds": 106285.17982227728, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29440721649484536, "fast_rcnn/fg_cls_accuracy": 0.6802061855670103, "iteration": 163719, "loss_box_reg": 0.23841118812561035, "loss_cls": 0.19468320906162262, "loss_mask": 0.24704058282077312, "loss_rpn_cls": 0.03332494659116492, "loss_rpn_loc": 0.06997365306597203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977174102047754, "mask_rcnn/false_negative": 0.09886044189950956, "mask_rcnn/false_positive": 0.11501876086418973, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9911154313012958, "total_loss": 0.7641147889662534}
{"data_time": 0.015975465532392263, "eta_seconds": 106186.28961055074, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2719549750451311, "fast_rcnn/fg_cls_accuracy": 0.7004695290188296, "iteration": 163739, "loss_box_reg": 0.2128582876175642, "loss_cls": 0.1606819834560156, "loss_mask": 0.23212427273392677, "loss_rpn_cls": 0.029262512223795056, "loss_rpn_loc": 0.06441480515059084, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046662644870493, "mask_rcnn/false_negative": 0.08620794044888888, "mask_rcnn/false_positive": 0.09565315889134897, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9571087164804339, "total_loss": 0.7177427443675697}
{"data_time": 0.016276558628305793, "eta_seconds": 106102.84863173962, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.29690547441451903, "fast_rcnn/fg_cls_accuracy": 0.6830318030488873, "iteration": 163759, "loss_box_reg": 0.23894656635820866, "loss_cls": 0.18970657978206873, "loss_mask": 0.239152729511261, "loss_rpn_cls": 0.03488064999692142, "loss_rpn_loc": 0.08353651780635118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922675894579548, "mask_rcnn/false_negative": 0.09474872656091317, "mask_rcnn/false_positive": 0.11505816340300544, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.979714603163302, "total_loss": 0.7829293866525404}
{"data_time": 0.014263000804930925, "eta_seconds": 106092.41968277842, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2968478072955685, "fast_rcnn/fg_cls_accuracy": 0.6706870505770741, "iteration": 163779, "loss_box_reg": 0.21952942572534084, "loss_cls": 0.17151407664641738, "loss_mask": 0.23073002323508263, "loss_rpn_cls": 0.035866899183019996, "loss_rpn_loc": 0.07714344066334888, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970675785441244, "mask_rcnn/false_negative": 0.0925625627586342, "mask_rcnn/false_positive": 0.10954950469698647, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0037799030542374, "total_loss": 0.7486997980158776}
{"data_time": 0.01423947000876069, "eta_seconds": 106188.77859259956, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24879161144460904, "fast_rcnn/fg_cls_accuracy": 0.7079855405849491, "iteration": 163799, "loss_box_reg": 0.21319929417222738, "loss_cls": 0.17030608747154474, "loss_mask": 0.22824201174080372, "loss_rpn_cls": 0.03152253001462668, "loss_rpn_loc": 0.07085108896717429, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076609311785273, "mask_rcnn/false_negative": 0.08144248929278206, "mask_rcnn/false_positive": 0.10382441730134642, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0186161226592958, "total_loss": 0.7162186419882346}
{"data_time": 0.01602025330066681, "eta_seconds": 106188.09723226354, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.30129682997118157, "fast_rcnn/fg_cls_accuracy": 0.675904145839459, "iteration": 163819, "loss_box_reg": 0.22254257835447788, "loss_cls": 0.17400934174656868, "loss_mask": 0.22673261538147926, "loss_rpn_cls": 0.030096524278633296, "loss_rpn_loc": 0.05872983508743346, "lr": 0.0001, "mask_rcnn/accuracy": 0.90720032512395, "mask_rcnn/false_negative": 0.07451238314600797, "mask_rcnn/false_positive": 0.09317451257427675, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 1.0189518774859607, "total_loss": 0.7411496718705166}
{"data_time": 0.01584849809296429, "eta_seconds": 106058.04553251714, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24677458617332038, "fast_rcnn/fg_cls_accuracy": 0.7290185050798258, "iteration": 163839, "loss_box_reg": 0.20425902120769024, "loss_cls": 0.1673056986182928, "loss_mask": 0.21739882975816727, "loss_rpn_cls": 0.02973284071777016, "loss_rpn_loc": 0.07506978325545788, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089056169935066, "mask_rcnn/false_negative": 0.07400172675881445, "mask_rcnn/false_positive": 0.09652226799707808, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9793377090245485, "total_loss": 0.7016984580550343}
{"data_time": 0.016025678953155875, "eta_seconds": 105904.99186960515, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30193307342430153, "fast_rcnn/fg_cls_accuracy": 0.6734242098353329, "iteration": 163859, "loss_box_reg": 0.23110116459429264, "loss_cls": 0.18859349004924297, "loss_mask": 0.23926370218396187, "loss_rpn_cls": 0.037699536769650877, "loss_rpn_loc": 0.06908379169180989, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929365104931322, "mask_rcnn/false_negative": 0.09937989281452439, "mask_rcnn/false_positive": 0.10816360419235396, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9864397407509387, "total_loss": 0.8030086156213656}
{"data_time": 0.019715108908712864, "eta_seconds": 105992.53979228437, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3287037037037037, "fast_rcnn/fg_cls_accuracy": 0.6506026303256769, "iteration": 163879, "loss_box_reg": 0.2137045208364725, "loss_cls": 0.1786015471443534, "loss_mask": 0.24222117848694324, "loss_rpn_cls": 0.03352392232045531, "loss_rpn_loc": 0.06721871683839709, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044415087463556, "mask_rcnn/false_negative": 0.10717588099587827, "mask_rcnn/false_positive": 0.0982143324240341, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.0397779231425375, "total_loss": 0.7487942310981452}
{"data_time": 0.015531658427789807, "eta_seconds": 105923.15354491584, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3129370629370629, "fast_rcnn/fg_cls_accuracy": 0.6695959595959596, "iteration": 163899, "loss_box_reg": 0.19660011678934097, "loss_cls": 0.16597820539027452, "loss_mask": 0.2288066539913416, "loss_rpn_cls": 0.03901542746461928, "loss_rpn_loc": 0.07914923457428813, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998573278683859, "mask_rcnn/false_negative": 0.09734988076881682, "mask_rcnn/false_positive": 0.10423981740430338, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9723588549531996, "total_loss": 0.6884559674654156}
{"data_time": 0.01899092271924019, "eta_seconds": 105943.05518500507, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.28734792446703805, "fast_rcnn/fg_cls_accuracy": 0.7036375661375662, "iteration": 163919, "loss_box_reg": 0.2177299316972494, "loss_cls": 0.17703323252499104, "loss_mask": 0.22995147295296192, "loss_rpn_cls": 0.027153638016898185, "loss_rpn_loc": 0.07508902298286557, "lr": 0.0001, "mask_rcnn/accuracy": 0.9119054418356509, "mask_rcnn/false_negative": 0.08162644271552617, "mask_rcnn/false_positive": 0.0969355704403991, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0152000742964447, "total_loss": 0.7392540822620504}
{"data_time": 0.013975088484585285, "eta_seconds": 105923.08100416325, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2675010175010175, "fast_rcnn/fg_cls_accuracy": 0.6948606948606948, "iteration": 163939, "loss_box_reg": 0.20325802080333233, "loss_cls": 0.17249819077551365, "loss_mask": 0.23726074025034904, "loss_rpn_cls": 0.028919321484863758, "loss_rpn_loc": 0.08062138874083757, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048110820552866, "mask_rcnn/false_negative": 0.09495246562089643, "mask_rcnn/false_positive": 0.10718968124306888, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9817305488977581, "total_loss": 0.7238823499064893}
{"data_time": 0.016365113202482462, "eta_seconds": 105938.16077871248, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30026315789473684, "fast_rcnn/fg_cls_accuracy": 0.6753759398496241, "iteration": 163959, "loss_box_reg": 0.21593171823769808, "loss_cls": 0.15907811652868986, "loss_mask": 0.23095138929784298, "loss_rpn_cls": 0.03441634005866945, "loss_rpn_loc": 0.07809180999174714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967153618316862, "mask_rcnn/false_negative": 0.09341636525606428, "mask_rcnn/false_positive": 0.12278847634994527, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9885565070435405, "total_loss": 0.7327403757954016}
{"data_time": 0.01655753282830119, "eta_seconds": 106028.08503074571, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3492434988179669, "fast_rcnn/fg_cls_accuracy": 0.620079365079365, "iteration": 163979, "loss_box_reg": 0.22697339672595263, "loss_cls": 0.18791150767356157, "loss_mask": 0.2412339337170124, "loss_rpn_cls": 0.03264460968784988, "loss_rpn_loc": 0.06559432065114379, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948192616451078, "mask_rcnn/false_negative": 0.09016355246151658, "mask_rcnn/false_positive": 0.12467217675616123, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0148858884349465, "total_loss": 0.7908431661780924}
{"data_time": 0.012661267304793, "eta_seconds": 106008.08350555599, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.28842383107088987, "fast_rcnn/fg_cls_accuracy": 0.6847576713507313, "iteration": 163999, "loss_box_reg": 0.2217072658240795, "loss_cls": 0.1739425091072917, "loss_mask": 0.2453555464744568, "loss_rpn_cls": 0.03365955862682313, "loss_rpn_loc": 0.08431044314056635, "lr": 0.0001, "mask_rcnn/accuracy": 0.89618084969837, "mask_rcnn/false_negative": 0.09461753576264667, "mask_rcnn/false_positive": 0.11340182409718551, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0188414524309337, "total_loss": 0.7733111655688845}
{"data_time": 0.014007409568876028, "eta_seconds": 105979.1016183421, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.23645171056615197, "fast_rcnn/fg_cls_accuracy": 0.732973843235852, "iteration": 164019, "loss_box_reg": 0.21390574239194393, "loss_cls": 0.16002090461552143, "loss_mask": 0.22707748599350452, "loss_rpn_cls": 0.030276615521870553, "loss_rpn_loc": 0.07662081043235958, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071572518177311, "mask_rcnn/false_negative": 0.0788911155379537, "mask_rcnn/false_positive": 0.10316675787230463, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9987690679263324, "total_loss": 0.7574813636019826}
{"data_time": 0.01598567934706807, "eta_seconds": 105945.20587303676, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.25154188181296616, "fast_rcnn/fg_cls_accuracy": 0.7258749575263337, "iteration": 164039, "loss_box_reg": 0.2036746721714735, "loss_cls": 0.16751045733690262, "loss_mask": 0.21778599172830582, "loss_rpn_cls": 0.02978634973987937, "loss_rpn_loc": 0.07389485649764538, "lr": 0.0001, "mask_rcnn/accuracy": 0.9103299206932096, "mask_rcnn/false_negative": 0.07047458415092103, "mask_rcnn/false_positive": 0.1050798377384595, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9975755922496319, "total_loss": 0.6842725505121052}
{"data_time": 0.01387754688039422, "eta_seconds": 105866.51158800814, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.34096787171676535, "fast_rcnn/fg_cls_accuracy": 0.6382407034887063, "iteration": 164059, "loss_box_reg": 0.22421345114707947, "loss_cls": 0.17685859091579914, "loss_mask": 0.24352936074137688, "loss_rpn_cls": 0.029599013971164823, "loss_rpn_loc": 0.07656666077673435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962210965103212, "mask_rcnn/false_negative": 0.08865033696063152, "mask_rcnn/false_positive": 0.1216304294027715, "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": 0.9762236771639436, "total_loss": 0.7501813385169953}
{"data_time": 0.014552637469023466, "eta_seconds": 105919.10212695599, "fast_rcnn/cls_accuracy": 0.908447265625, "fast_rcnn/false_negative": 0.34329688302701794, "fast_rcnn/fg_cls_accuracy": 0.6360588645071403, "iteration": 164079, "loss_box_reg": 0.2330214073881507, "loss_cls": 0.18921903427690268, "loss_mask": 0.2369607351720333, "loss_rpn_cls": 0.03447279334068298, "loss_rpn_loc": 0.07461339142173529, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924148597035435, "mask_rcnn/false_negative": 0.08969079528418616, "mask_rcnn/false_positive": 0.12082691075261245, "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": 1.0189642349723727, "total_loss": 0.7656579727772623}
{"data_time": 0.015749923652037978, "eta_seconds": 105763.2875574287, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29486404453344417, "fast_rcnn/fg_cls_accuracy": 0.652798305251749, "iteration": 164099, "loss_box_reg": 0.2204190380871296, "loss_cls": 0.18561856355518103, "loss_mask": 0.2353865709155798, "loss_rpn_cls": 0.038009725452866405, "loss_rpn_loc": 0.0875579419080168, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021076063426201, "mask_rcnn/false_negative": 0.08418784871460372, "mask_rcnn/false_positive": 0.11085080445477691, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9868886915501207, "total_loss": 0.7739569522673264}
{"data_time": 0.016228776425123215, "eta_seconds": 105778.31444030628, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.24270460358056267, "fast_rcnn/fg_cls_accuracy": 0.7395796238143029, "iteration": 164119, "loss_box_reg": 0.20367887616157532, "loss_cls": 0.15637918654829264, "loss_mask": 0.22707479447126389, "loss_rpn_cls": 0.028677084716036916, "loss_rpn_loc": 0.07105332775972784, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007745760550809, "mask_rcnn/false_negative": 0.08921941015828112, "mask_rcnn/false_positive": 0.11993881772917203, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0028029838576913, "total_loss": 0.6781553420587443}
{"data_time": 0.01558533776551485, "eta_seconds": 105732.85207699984, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3073416095890411, "fast_rcnn/fg_cls_accuracy": 0.677560548584768, "iteration": 164139, "loss_box_reg": 0.2094448022544384, "loss_cls": 0.17203598655760288, "loss_mask": 0.2342891413718462, "loss_rpn_cls": 0.032522297580726445, "loss_rpn_loc": 0.06693312607239932, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022914514218978, "mask_rcnn/false_negative": 0.0916874266414816, "mask_rcnn/false_positive": 0.104257180062823, "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": 1.0182661327999085, "total_loss": 0.7371113747358322}
{"data_time": 0.013733603060245514, "eta_seconds": 105680.17045201734, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30338464216802796, "fast_rcnn/fg_cls_accuracy": 0.6419640531388382, "iteration": 164159, "loss_box_reg": 0.20389682427048683, "loss_cls": 0.17656024591997266, "loss_mask": 0.238607345148921, "loss_rpn_cls": 0.03491900069639087, "loss_rpn_loc": 0.09947643801569939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8758871349343584, "mask_rcnn/false_negative": 0.10809469451343506, "mask_rcnn/false_positive": 0.14629770477402593, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9795838110148907, "total_loss": 0.7590457480400801}
{"data_time": 0.01592112658545375, "eta_seconds": 105718.37206340395, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27383865101669697, "fast_rcnn/fg_cls_accuracy": 0.689519054944417, "iteration": 164179, "loss_box_reg": 0.22787196934223175, "loss_cls": 0.17277609556913376, "loss_mask": 0.23729096353054047, "loss_rpn_cls": 0.03525977814570069, "loss_rpn_loc": 0.07116627332288772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973574964524198, "mask_rcnn/false_negative": 0.08856273045126321, "mask_rcnn/false_positive": 0.11985880095842785, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0108267730101943, "total_loss": 0.7497180616483092}
{"data_time": 0.013604554580524564, "eta_seconds": 105756.25285720453, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2882971729125575, "fast_rcnn/fg_cls_accuracy": 0.6702918401636351, "iteration": 164199, "loss_box_reg": 0.21392794884741306, "loss_cls": 0.16838868940249085, "loss_mask": 0.23223955184221268, "loss_rpn_cls": 0.029883404728025198, "loss_rpn_loc": 0.08099844213575125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970293084831595, "mask_rcnn/false_negative": 0.08890275294866246, "mask_rcnn/false_positive": 0.12767155966319496, "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": 0.9939377212431282, "total_loss": 0.74502658250276}
{"data_time": 0.022512774914503098, "eta_seconds": 105678.4104788024, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2681947681947682, "fast_rcnn/fg_cls_accuracy": 0.6919220717510097, "iteration": 164219, "loss_box_reg": 0.22150028683245182, "loss_cls": 0.1707973498851061, "loss_mask": 0.24164522252976894, "loss_rpn_cls": 0.03528654563706368, "loss_rpn_loc": 0.08150600700173527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997201498168035, "mask_rcnn/false_negative": 0.10488347372658083, "mask_rcnn/false_positive": 0.10118444451247757, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0021455904934555, "total_loss": 0.7866046610288322}
{"data_time": 0.02753367694094777, "eta_seconds": 105583.77223525196, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2768926809624484, "fast_rcnn/fg_cls_accuracy": 0.7084223233355, "iteration": 164239, "loss_box_reg": 0.21908315736800432, "loss_cls": 0.16936134500429034, "loss_mask": 0.23332738131284714, "loss_rpn_cls": 0.02740524150431156, "loss_rpn_loc": 0.05569831735920161, "lr": 0.0001, "mask_rcnn/accuracy": 0.897282339651393, "mask_rcnn/false_negative": 0.09060968010912626, "mask_rcnn/false_positive": 0.1148964233209607, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9982865829952061, "total_loss": 0.7101236307935324}
{"data_time": 0.02173737995326519, "eta_seconds": 105520.32019058242, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.256265664160401, "fast_rcnn/fg_cls_accuracy": 0.7010068027210885, "iteration": 164259, "loss_box_reg": 0.22504783421754837, "loss_cls": 0.17435982078313828, "loss_mask": 0.22937014512717724, "loss_rpn_cls": 0.03484919061884284, "loss_rpn_loc": 0.07062512112315744, "lr": 0.0001, "mask_rcnn/accuracy": 0.901500318877551, "mask_rcnn/false_negative": 0.08333347910732766, "mask_rcnn/false_positive": 0.11321214628121853, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9656186113134027, "total_loss": 0.7569633377715945}
{"data_time": 0.02478297706693411, "eta_seconds": 105583.51992985234, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2902562236744518, "fast_rcnn/fg_cls_accuracy": 0.678625472887768, "iteration": 164279, "loss_box_reg": 0.21461591869592667, "loss_cls": 0.19000229891389608, "loss_mask": 0.23865464329719543, "loss_rpn_cls": 0.0330106180626899, "loss_rpn_loc": 0.06681307079270482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970861068360678, "mask_rcnn/false_negative": 0.08221350153420023, "mask_rcnn/false_positive": 0.12159023011009842, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9962116691749543, "total_loss": 0.7427736592362635}
{"data_time": 0.02062112046405673, "eta_seconds": 105573.04425220937, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2733974358974359, "fast_rcnn/fg_cls_accuracy": 0.7124382716049382, "iteration": 164299, "loss_box_reg": 0.21064475178718567, "loss_cls": 0.17927793506532907, "loss_mask": 0.2305626217275858, "loss_rpn_cls": 0.030371258122613654, "loss_rpn_loc": 0.06302281247917563, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041212228399444, "mask_rcnn/false_negative": 0.08449762401300145, "mask_rcnn/false_positive": 0.10036022744010437, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.001811132999137, "total_loss": 0.7155365386861376}
{"data_time": 0.01476550055667758, "eta_seconds": 105537.90427200496, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.26418988648090813, "fast_rcnn/fg_cls_accuracy": 0.7149859943977591, "iteration": 164319, "loss_box_reg": 0.21242494136095047, "loss_cls": 0.17414350248873234, "loss_mask": 0.2287819143384695, "loss_rpn_cls": 0.031105050642509013, "loss_rpn_loc": 0.07987410249188542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988634134566423, "mask_rcnn/false_negative": 0.08521534175626118, "mask_rcnn/false_positive": 0.1115941442516239, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9861133550293744, "total_loss": 0.7444727193214931}
{"data_time": 0.01401005545631051, "eta_seconds": 105480.51117451396, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3050958904109589, "fast_rcnn/fg_cls_accuracy": 0.6701232227488152, "iteration": 164339, "loss_box_reg": 0.218349140137434, "loss_cls": 0.16735947458073497, "loss_mask": 0.23325162753462791, "loss_rpn_cls": 0.02402051171520725, "loss_rpn_loc": 0.06708092649932951, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028608666445999, "mask_rcnn/false_negative": 0.09354294277645658, "mask_rcnn/false_positive": 0.1088206831256888, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0086542351637036, "total_loss": 0.7043452031794004}
{"data_time": 0.015910621965304017, "eta_seconds": 105463.97219111212, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28211916987590924, "fast_rcnn/fg_cls_accuracy": 0.6897100333589941, "iteration": 164359, "loss_box_reg": 0.22232225257903337, "loss_cls": 0.18699180334806442, "loss_mask": 0.24643559753894806, "loss_rpn_cls": 0.034383367048576474, "loss_rpn_loc": 0.07782580947969109, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052995462860989, "mask_rcnn/false_negative": 0.08319562025195452, "mask_rcnn/false_positive": 0.09613771386415204, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0111745416652411, "total_loss": 0.7435066776815802}
{"data_time": 0.01690132194198668, "eta_seconds": 105457.12819500826, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31502308637268606, "fast_rcnn/fg_cls_accuracy": 0.6414433829757578, "iteration": 164379, "loss_box_reg": 0.20031058695167303, "loss_cls": 0.17775283940136433, "loss_mask": 0.2243560440838337, "loss_rpn_cls": 0.029682010237593204, "loss_rpn_loc": 0.06716095260344446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949523163390218, "mask_rcnn/false_negative": 0.09570533742488319, "mask_rcnn/false_positive": 0.11579807258423523, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0073053159285337, "total_loss": 0.7199399839737453}
{"data_time": 0.025108037516474724, "eta_seconds": 105526.74743905663, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2714080059440884, "fast_rcnn/fg_cls_accuracy": 0.6813643540447665, "iteration": 164399, "loss_box_reg": 0.19938467256724834, "loss_cls": 0.15716771129518747, "loss_mask": 0.21813287027180195, "loss_rpn_cls": 0.025853171769995242, "loss_rpn_loc": 0.06272905936930329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983202087945334, "mask_rcnn/false_negative": 0.08432990170537841, "mask_rcnn/false_positive": 0.10681073307499592, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0128522703889757, "total_loss": 0.664467379800044}
{"data_time": 0.016171277966350317, "eta_seconds": 105447.77160902042, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.27568733296287473, "fast_rcnn/fg_cls_accuracy": 0.7071921886163373, "iteration": 164419, "loss_box_reg": 0.20919696986675262, "loss_cls": 0.16809966880828142, "loss_mask": 0.23487520962953568, "loss_rpn_cls": 0.025745384773472324, "loss_rpn_loc": 0.06891871150583029, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060626022560923, "mask_rcnn/false_negative": 0.07669647909351482, "mask_rcnn/false_positive": 0.11027664839502757, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9913322373759001, "total_loss": 0.6975931040942669}
{"data_time": 0.020296348026022315, "eta_seconds": 105397.2207182832, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24752015226153157, "fast_rcnn/fg_cls_accuracy": 0.6854143492769744, "iteration": 164439, "loss_box_reg": 0.22239488922059536, "loss_cls": 0.1831868584267795, "loss_mask": 0.2381528504192829, "loss_rpn_cls": 0.03671436640433967, "loss_rpn_loc": 0.07216918689664453, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982859836481176, "mask_rcnn/false_negative": 0.08722422317358818, "mask_rcnn/false_positive": 0.10594245430735236, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9907310674898326, "total_loss": 0.7488600359065458}
{"data_time": 0.016628030454739928, "eta_seconds": 105360.71502326522, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.26141205703359316, "fast_rcnn/fg_cls_accuracy": 0.6971167154196622, "iteration": 164459, "loss_box_reg": 0.2115581277757883, "loss_cls": 0.16728134639561176, "loss_mask": 0.22636373341083527, "loss_rpn_cls": 0.028102066949941218, "loss_rpn_loc": 0.06938673177501187, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026488095238095, "mask_rcnn/false_negative": 0.0881518249467378, "mask_rcnn/false_positive": 0.10857599608997667, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0197783464100212, "total_loss": 0.6999789990368299}
{"data_time": 0.02293125935830176, "eta_seconds": 105357.2824004665, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7113756613756614, "iteration": 164479, "loss_box_reg": 0.21287543699145317, "loss_cls": 0.16264581913128495, "loss_mask": 0.23175564780831337, "loss_rpn_cls": 0.031046547868754715, "loss_rpn_loc": 0.07226590346544981, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049644040276312, "mask_rcnn/false_negative": 0.08537044203197214, "mask_rcnn/false_positive": 0.10144280302597311, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0096382310148329, "total_loss": 0.7240637561772019}
{"data_time": 0.015804508002474904, "eta_seconds": 105290.61986331362, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24462024423950135, "fast_rcnn/fg_cls_accuracy": 0.7185574787309836, "iteration": 164499, "loss_box_reg": 0.1992641892284155, "loss_cls": 0.16471689846366644, "loss_mask": 0.22146202065050602, "loss_rpn_cls": 0.03035079047549516, "loss_rpn_loc": 0.07210530724842101, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027354349617016, "mask_rcnn/false_negative": 0.08045462665144477, "mask_rcnn/false_positive": 0.12557846147295437, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9835833350662142, "total_loss": 0.688762733945623}
{"data_time": 0.014504136517643929, "eta_seconds": 105286.89856532961, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.308345562585705, "fast_rcnn/fg_cls_accuracy": 0.658375111182987, "iteration": 164519, "loss_box_reg": 0.1872678678482771, "loss_cls": 0.16131738014519215, "loss_mask": 0.2294423244893551, "loss_rpn_cls": 0.03033673611935228, "loss_rpn_loc": 0.07598047377541661, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042917473958989, "mask_rcnn/false_negative": 0.07492113522350345, "mask_rcnn/false_positive": 0.10173337390208562, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9942412644159049, "total_loss": 0.6782827576389536}
{"data_time": 0.013934158254414797, "eta_seconds": 105385.40181603283, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.31323454266734796, "fast_rcnn/fg_cls_accuracy": 0.6225701114099116, "iteration": 164539, "loss_box_reg": 0.21271920204162598, "loss_cls": 0.18815090507268906, "loss_mask": 0.23961405828595161, "loss_rpn_cls": 0.030666213831864297, "loss_rpn_loc": 0.07446272787638009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928775963067137, "mask_rcnn/false_negative": 0.09734950032696872, "mask_rcnn/false_positive": 0.11669855764703335, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.0398482184391469, "total_loss": 0.749773271731101}
{"data_time": 0.017570823896676302, "eta_seconds": 105365.41596323252, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2615881458966565, "fast_rcnn/fg_cls_accuracy": 0.7227093424898319, "iteration": 164559, "loss_box_reg": 0.21242892742156982, "loss_cls": 0.1612658565863967, "loss_mask": 0.23063120804727077, "loss_rpn_cls": 0.026853488641791046, "loss_rpn_loc": 0.06552586890757084, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043557111940068, "mask_rcnn/false_negative": 0.0831227118502414, "mask_rcnn/false_positive": 0.09512713151347554, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9868313525803387, "total_loss": 0.6927425551693887}
{"data_time": 0.02495411830022931, "eta_seconds": 105317.31402644422, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3391816889133526, "fast_rcnn/fg_cls_accuracy": 0.643916871121374, "iteration": 164579, "loss_box_reg": 0.20124290883541107, "loss_cls": 0.1651593940332532, "loss_mask": 0.2370558176189661, "loss_rpn_cls": 0.0307420160388574, "loss_rpn_loc": 0.07043359545059502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953152266122191, "mask_rcnn/false_negative": 0.09511543386147522, "mask_rcnn/false_positive": 0.11923617937205676, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9999748263508081, "total_loss": 0.7079227410722524}
{"data_time": 0.015834808349609375, "eta_seconds": 105377.35293814912, "fast_rcnn/cls_accuracy": 0.917236328125, "fast_rcnn/false_negative": 0.3194702535807199, "fast_rcnn/fg_cls_accuracy": 0.6407349958238874, "iteration": 164599, "loss_box_reg": 0.22754926048219204, "loss_cls": 0.19566559977829456, "loss_mask": 0.24244122952222824, "loss_rpn_cls": 0.035319231916218996, "loss_rpn_loc": 0.09303484787233174, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883014564328864, "mask_rcnn/false_negative": 0.09443972174866526, "mask_rcnn/false_positive": 0.12685710306303746, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.0046519280876964, "total_loss": 0.7897448042640463}
{"data_time": 0.02236647647805512, "eta_seconds": 105277.35298905987, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.28086992372706654, "fast_rcnn/fg_cls_accuracy": 0.6923699063876652, "iteration": 164619, "loss_box_reg": 0.19161902274936438, "loss_cls": 0.15355145931243896, "loss_mask": 0.23420892655849457, "loss_rpn_cls": 0.031098512699827552, "loss_rpn_loc": 0.06414059386588633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973828238793027, "mask_rcnn/false_negative": 0.08790202976850159, "mask_rcnn/false_positive": 0.10551775823862734, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9932830529287457, "total_loss": 0.6989237488014624}
{"data_time": 0.015079485019668937, "eta_seconds": 105214.23032501712, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2738486842105263, "fast_rcnn/fg_cls_accuracy": 0.7028226636475916, "iteration": 164639, "loss_box_reg": 0.2054662685841322, "loss_cls": 0.16108977422118187, "loss_mask": 0.24763909727334976, "loss_rpn_cls": 0.03233437391463667, "loss_rpn_loc": 0.0686762414406985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967408156871771, "mask_rcnn/false_negative": 0.09516567289688169, "mask_rcnn/false_positive": 0.10800626234829949, "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": 0.9887471029069275, "total_loss": 0.7072537583298981}
{"data_time": 0.024866943480446935, "eta_seconds": 105276.17188646924, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30771531100478466, "fast_rcnn/fg_cls_accuracy": 0.6851119894598154, "iteration": 164659, "loss_box_reg": 0.20790593978017569, "loss_cls": 0.17531538661569357, "loss_mask": 0.23365354724228382, "loss_rpn_cls": 0.033934549952391535, "loss_rpn_loc": 0.07744705444201827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940383388449198, "mask_rcnn/false_negative": 0.09381614933254287, "mask_rcnn/false_positive": 0.10829898839349833, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.006608282448724, "total_loss": 0.7144404882565141}
{"data_time": 0.016396824503317475, "eta_seconds": 105322.00582792982, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.29783705718867814, "fast_rcnn/fg_cls_accuracy": 0.6532826183699002, "iteration": 164679, "loss_box_reg": 0.21864372864365578, "loss_cls": 0.17984463553875685, "loss_mask": 0.23631940223276615, "loss_rpn_cls": 0.03483896702528, "loss_rpn_loc": 0.09154437179677188, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055142510133226, "mask_rcnn/false_negative": 0.09151720730911901, "mask_rcnn/false_positive": 0.11636647920593463, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0044638926628977, "total_loss": 0.7592453196994029}
{"data_time": 0.0176885521505028, "eta_seconds": 105304.47247687262, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.25039184952978055, "fast_rcnn/fg_cls_accuracy": 0.7294867408041061, "iteration": 164699, "loss_box_reg": 0.19895354099571705, "loss_cls": 0.1555995363742113, "loss_mask": 0.22822960279881954, "loss_rpn_cls": 0.031449855072423816, "loss_rpn_loc": 0.07068730262108147, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037665935299009, "mask_rcnn/false_negative": 0.08969410604751071, "mask_rcnn/false_positive": 0.10517604555854775, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0184597100596875, "total_loss": 0.7228841676842421}
{"data_time": 0.01895927218720317, "eta_seconds": 105295.58420598507, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2758383254148592, "fast_rcnn/fg_cls_accuracy": 0.6787226534932957, "iteration": 164719, "loss_box_reg": 0.20889219548553228, "loss_cls": 0.17030104529112577, "loss_mask": 0.22790327668190002, "loss_rpn_cls": 0.03523175907321274, "loss_rpn_loc": 0.08057367405854166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958172973572711, "mask_rcnn/false_negative": 0.08989780399348557, "mask_rcnn/false_positive": 0.12512812277180832, "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": 0.9981646470259875, "total_loss": 0.7297505759634078}
{"data_time": 0.021228052908554673, "eta_seconds": 105347.44413031731, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2516018809612618, "fast_rcnn/fg_cls_accuracy": 0.6864978996980468, "iteration": 164739, "loss_box_reg": 0.20947091095149517, "loss_cls": 0.17664563283324242, "loss_mask": 0.24043329432606697, "loss_rpn_cls": 0.037811006186529994, "loss_rpn_loc": 0.0867112351115793, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966942053742349, "mask_rcnn/false_negative": 0.08039621303409877, "mask_rcnn/false_positive": 0.12016292065060448, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0053430800326169, "total_loss": 0.7609050367027521}
{"data_time": 0.015218559885397553, "eta_seconds": 105370.70576735772, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.25301204819277107, "fast_rcnn/fg_cls_accuracy": 0.693444720731725, "iteration": 164759, "loss_box_reg": 0.18669656198471785, "loss_cls": 0.15142315905541182, "loss_mask": 0.22904085740447044, "loss_rpn_cls": 0.030361568671651185, "loss_rpn_loc": 0.06236379127949476, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965805704527776, "mask_rcnn/false_negative": 0.08647299371273484, "mask_rcnn/false_positive": 0.11038380366815849, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9859144231304526, "total_loss": 0.6761337128991727}
{"data_time": 0.015773816034197807, "eta_seconds": 105338.37678213138, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2688669217687075, "fast_rcnn/fg_cls_accuracy": 0.7074359441040263, "iteration": 164779, "loss_box_reg": 0.21100865863263607, "loss_cls": 0.17393899522721767, "loss_mask": 0.2362813539803028, "loss_rpn_cls": 0.03274401545058936, "loss_rpn_loc": 0.06332853413186967, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030478207110555, "mask_rcnn/false_negative": 0.08676751435653056, "mask_rcnn/false_positive": 0.09923783425516869, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 237.625, "rpn/num_pos_anchors": 18.375, "time": 1.00786540703848, "total_loss": 0.7270630749408156}
{"data_time": 0.015790840843692422, "eta_seconds": 105221.0071425885, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36127502024759917, "fast_rcnn/fg_cls_accuracy": 0.6054189024665193, "iteration": 164799, "loss_box_reg": 0.21463523991405964, "loss_cls": 0.17469649342820048, "loss_mask": 0.2319554816931486, "loss_rpn_cls": 0.031387161812745035, "loss_rpn_loc": 0.07503937697038054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914995177175348, "mask_rcnn/false_negative": 0.09699980609631384, "mask_rcnn/false_positive": 0.12142027800914357, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9934004361275584, "total_loss": 0.7123869134811684}
{"data_time": 0.025711541529744864, "eta_seconds": 105195.5694033578, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24770081677278283, "fast_rcnn/fg_cls_accuracy": 0.7252834199338687, "iteration": 164819, "loss_box_reg": 0.20552419312298298, "loss_cls": 0.16451270692050457, "loss_mask": 0.2366227526217699, "loss_rpn_cls": 0.037915986496955156, "loss_rpn_loc": 0.07955906551796943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975145158118834, "mask_rcnn/false_negative": 0.09202545424346781, "mask_rcnn/false_positive": 0.11335361244648127, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0114909794647247, "total_loss": 0.7405969746178016}
{"data_time": 0.02736663445830345, "eta_seconds": 105290.60640911572, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.29302538113238896, "fast_rcnn/fg_cls_accuracy": 0.6762636789994789, "iteration": 164839, "loss_box_reg": 0.20739702507853508, "loss_cls": 0.1610972611233592, "loss_mask": 0.23379460535943508, "loss_rpn_cls": 0.027730278088711202, "loss_rpn_loc": 0.07061654468998313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954596447448575, "mask_rcnn/false_negative": 0.09796240584889312, "mask_rcnn/false_positive": 0.10517475439341858, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0159238723572344, "total_loss": 0.6985210621496662}
{"data_time": 0.029511926462873816, "eta_seconds": 105376.36146464385, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.32381585297352034, "fast_rcnn/fg_cls_accuracy": 0.6505291005291005, "iteration": 164859, "loss_box_reg": 0.2224090900272131, "loss_cls": 0.178463913500309, "loss_mask": 0.24199680984020233, "loss_rpn_cls": 0.038210353697650135, "loss_rpn_loc": 0.07635781401768327, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917471819645733, "mask_rcnn/false_negative": 0.0853905080667878, "mask_rcnn/false_positive": 0.12016824288979114, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.033228695159778, "total_loss": 0.7572590462514199}
{"data_time": 0.01649903366342187, "eta_seconds": 105333.83988954127, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3323523930039336, "fast_rcnn/fg_cls_accuracy": 0.648634163208852, "iteration": 164879, "loss_box_reg": 0.21926496922969818, "loss_cls": 0.18034912832081318, "loss_mask": 0.2444981262087822, "loss_rpn_cls": 0.035824915510602295, "loss_rpn_loc": 0.07244197418913245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891797042174931, "mask_rcnn/false_negative": 0.09533244496969223, "mask_rcnn/false_positive": 0.11295842249438023, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0056733088567853, "total_loss": 0.7469277271302417}
{"data_time": 0.021624319721013308, "eta_seconds": 105372.9992186185, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3028469285951827, "fast_rcnn/fg_cls_accuracy": 0.657609719038745, "iteration": 164899, "loss_box_reg": 0.21342604979872704, "loss_cls": 0.1775355888530612, "loss_mask": 0.2412711028009653, "loss_rpn_cls": 0.03432465926744044, "loss_rpn_loc": 0.07092964602634311, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010305096440429, "mask_rcnn/false_negative": 0.09216211547168365, "mask_rcnn/false_positive": 0.09555842794741518, "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": 1.0051624190527946, "total_loss": 0.7555768376914784}
{"data_time": 0.01905181258916855, "eta_seconds": 105352.94726824388, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28107724142190926, "fast_rcnn/fg_cls_accuracy": 0.6901929852842963, "iteration": 164919, "loss_box_reg": 0.2140655191615224, "loss_cls": 0.17943082191050053, "loss_mask": 0.2425363603979349, "loss_rpn_cls": 0.03528682352043688, "loss_rpn_loc": 0.0712974804919213, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960654590082506, "mask_rcnn/false_negative": 0.09598958377973349, "mask_rcnn/false_positive": 0.11659024188692674, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.006238958798349, "total_loss": 0.7732166674686596}
{"data_time": 0.023092151852324605, "eta_seconds": 105350.31126747373, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31766709082087574, "fast_rcnn/fg_cls_accuracy": 0.6358461561876931, "iteration": 164939, "loss_box_reg": 0.20179017260670662, "loss_cls": 0.1718899691477418, "loss_mask": 0.2341549638658762, "loss_rpn_cls": 0.03626944147981703, "loss_rpn_loc": 0.06733111722860485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992864222496029, "mask_rcnn/false_negative": 0.08343705966627787, "mask_rcnn/false_positive": 0.11724050576667933, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0024330909363925, "total_loss": 0.7128185438923538}
{"data_time": 0.013278741156682372, "eta_seconds": 105343.79868332297, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30082585563408243, "fast_rcnn/fg_cls_accuracy": 0.6907266917374955, "iteration": 164959, "loss_box_reg": 0.22136301826685667, "loss_cls": 0.16748707089573145, "loss_mask": 0.24573471955955029, "loss_rpn_cls": 0.03188624727772549, "loss_rpn_loc": 0.06231271883007139, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959448784377564, "mask_rcnn/false_negative": 0.08718081415084275, "mask_rcnn/false_positive": 0.12886225830202852, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.0009976108558476, "total_loss": 0.7275401193182915}
{"data_time": 0.015689878491684794, "eta_seconds": 105264.66672470793, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2821174043510878, "fast_rcnn/fg_cls_accuracy": 0.7112843551797041, "iteration": 164979, "loss_box_reg": 0.21229236014187336, "loss_cls": 0.16753360023722053, "loss_mask": 0.22696128860116005, "loss_rpn_cls": 0.030863720283377916, "loss_rpn_loc": 0.06860540015622973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984915320294785, "mask_rcnn/false_negative": 0.08254488159058246, "mask_rcnn/false_positive": 0.10761523752344165, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9772762090433389, "total_loss": 0.7070466813165694}
{"data_time": 0.02259617345407605, "eta_seconds": 105228.27772772871, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2738004879371103, "fast_rcnn/fg_cls_accuracy": 0.712982222592007, "iteration": 164999, "loss_box_reg": 0.20155786350369453, "loss_cls": 0.15068549010902643, "loss_mask": 0.2268264815211296, "loss_rpn_cls": 0.027907900977879763, "loss_rpn_loc": 0.06563045457005501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994463937143286, "mask_rcnn/false_negative": 0.09249328121984247, "mask_rcnn/false_positive": 0.10826793406198729, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9865760118700564, "total_loss": 0.668141657486558}
{"data_time": 0.02014834596775472, "eta_seconds": 105224.57353608683, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.23849435007109182, "fast_rcnn/fg_cls_accuracy": 0.6916083916083916, "iteration": 165019, "loss_box_reg": 0.20583663135766983, "loss_cls": 0.16511406283825636, "loss_mask": 0.23580303974449635, "loss_rpn_cls": 0.033547117142006755, "loss_rpn_loc": 0.07797463168390095, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035086207313651, "mask_rcnn/false_negative": 0.08902033580935301, "mask_rcnn/false_positive": 0.09936577924482459, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0092197710182518, "total_loss": 0.7601769552566111}
{"data_time": 0.01706075551919639, "eta_seconds": 105195.956813097, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2907256286757672, "fast_rcnn/fg_cls_accuracy": 0.6993461605649971, "iteration": 165039, "loss_box_reg": 0.20585432648658752, "loss_cls": 0.16860273759812117, "loss_mask": 0.2324522715061903, "loss_rpn_cls": 0.029665892478078604, "loss_rpn_loc": 0.06276939669623971, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933137730837873, "mask_rcnn/false_negative": 0.08550427378517728, "mask_rcnn/false_positive": 0.12583189054693938, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9999871051404625, "total_loss": 0.7136752143269405}
{"data_time": 0.01864833291620016, "eta_seconds": 105197.80746244825, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3086707900571829, "fast_rcnn/fg_cls_accuracy": 0.6453259366167539, "iteration": 165059, "loss_box_reg": 0.20240588579326868, "loss_cls": 0.16975824302062392, "loss_mask": 0.21461910754442215, "loss_rpn_cls": 0.031205100938677788, "loss_rpn_loc": 0.06613955018110573, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889980905048862, "mask_rcnn/false_negative": 0.09742043707143191, "mask_rcnn/false_positive": 0.12003073797757466, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9837286281399429, "total_loss": 0.7002904366818257}
{"data_time": 0.015033060684800148, "eta_seconds": 105155.86689053103, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24093060511177455, "fast_rcnn/fg_cls_accuracy": 0.7222015124081371, "iteration": 165079, "loss_box_reg": 0.1935414969921112, "loss_cls": 0.16194224637001753, "loss_mask": 0.22554722428321838, "loss_rpn_cls": 0.02867700846400112, "loss_rpn_loc": 0.06326115131378174, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009029873188037, "mask_rcnn/false_negative": 0.0979433844971361, "mask_rcnn/false_positive": 0.10645216210318491, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0050926369149238, "total_loss": 0.6957543654716574}
{"data_time": 0.020983342081308365, "eta_seconds": 105202.41483694408, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.31427738927738924, "fast_rcnn/fg_cls_accuracy": 0.6289662718234147, "iteration": 165099, "loss_box_reg": 0.20366678293794394, "loss_cls": 0.15595896169543266, "loss_mask": 0.23381955362856388, "loss_rpn_cls": 0.026690265047363937, "loss_rpn_loc": 0.05943945050239563, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025173065375439, "mask_rcnn/false_negative": 0.07728459337988901, "mask_rcnn/false_positive": 0.12258325720984366, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.019240619847551, "total_loss": 0.6950306040234864}
{"data_time": 0.015432352432981133, "eta_seconds": 105183.33592828363, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.27988939165409754, "fast_rcnn/fg_cls_accuracy": 0.6809127190699289, "iteration": 165119, "loss_box_reg": 0.20126936212182045, "loss_cls": 0.1522402409464121, "loss_mask": 0.23334888368844986, "loss_rpn_cls": 0.02598253369797021, "loss_rpn_loc": 0.05371416453272104, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029854658398793, "mask_rcnn/false_negative": 0.09189418775645841, "mask_rcnn/false_positive": 0.1110630325445899, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0040259894449264, "total_loss": 0.6883983028819785}
{"data_time": 0.014037576736882329, "eta_seconds": 105117.61092540808, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.28530808465732543, "fast_rcnn/fg_cls_accuracy": 0.6982931180328142, "iteration": 165139, "loss_box_reg": 0.22548247128725052, "loss_cls": 0.1842586575075984, "loss_mask": 0.2444837335497141, "loss_rpn_cls": 0.034856459067668766, "loss_rpn_loc": 0.063977878424339, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034440211895569, "mask_rcnn/false_negative": 0.09520677839686534, "mask_rcnn/false_positive": 0.1063141256164703, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9930314572993666, "total_loss": 0.7462801139336079}
{"data_time": 0.014802461955696344, "eta_seconds": 105112.32386374846, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.36144960968189493, "fast_rcnn/fg_cls_accuracy": 0.621865084207957, "iteration": 165159, "loss_box_reg": 0.2302327873185277, "loss_cls": 0.18109077867120504, "loss_mask": 0.24167116917669773, "loss_rpn_cls": 0.033802074613049626, "loss_rpn_loc": 0.08209852315485477, "lr": 0.0001, "mask_rcnn/accuracy": 0.896651540272821, "mask_rcnn/false_negative": 0.08933620815546066, "mask_rcnn/false_positive": 0.11204558824958302, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9845058815553784, "total_loss": 0.7505855127237737}
{"data_time": 0.015076771844178438, "eta_seconds": 105043.66598455701, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23598008385744235, "fast_rcnn/fg_cls_accuracy": 0.7312631027253669, "iteration": 165179, "loss_box_reg": 0.19193870667368174, "loss_cls": 0.15732767549343407, "loss_mask": 0.23479830659925938, "loss_rpn_cls": 0.03225849207956344, "loss_rpn_loc": 0.06811131560243666, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908694050172516, "mask_rcnn/false_negative": 0.08166132032988623, "mask_rcnn/false_positive": 0.1150167459917874, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9540510955266654, "total_loss": 0.6827995558269322}
{"data_time": 0.016000156523659825, "eta_seconds": 105023.62330835313, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.28988568400333103, "fast_rcnn/fg_cls_accuracy": 0.7048912974502811, "iteration": 165199, "loss_box_reg": 0.22112911567091942, "loss_cls": 0.17565483786165714, "loss_mask": 0.23214244842529297, "loss_rpn_cls": 0.03254073369316757, "loss_rpn_loc": 0.07367146946489811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947502846378637, "mask_rcnn/false_negative": 0.09181741870672103, "mask_rcnn/false_positive": 0.11224660577888126, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0102173602208495, "total_loss": 0.7636445029638708}
{"data_time": 0.02607288002036512, "eta_seconds": 105003.58063214924, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36233059744226, "fast_rcnn/fg_cls_accuracy": 0.6251670166062225, "iteration": 165219, "loss_box_reg": 0.22908843867480755, "loss_cls": 0.18287963792681694, "loss_mask": 0.2457742840051651, "loss_rpn_cls": 0.029244810808449984, "loss_rpn_loc": 0.07149485312402248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8790403480232672, "mask_rcnn/false_negative": 0.1002007576496986, "mask_rcnn/false_positive": 0.14409762113318525, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.003244278486818, "total_loss": 0.7714511236408725}
{"data_time": 0.026048306142911315, "eta_seconds": 104975.78553495929, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.329099998069908, "fast_rcnn/fg_cls_accuracy": 0.6618142327215931, "iteration": 165239, "loss_box_reg": 0.21686427667737007, "loss_cls": 0.1668338179588318, "loss_mask": 0.2446905579417944, "loss_rpn_cls": 0.03463195252697915, "loss_rpn_loc": 0.08233847795054317, "lr": 0.0001, "mask_rcnn/accuracy": 0.892730427659105, "mask_rcnn/false_negative": 0.08594332337049151, "mask_rcnn/false_positive": 0.12246536503109443, "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": 0.9828394351061434, "total_loss": 0.7703227567253634}
{"data_time": 0.014211142435669899, "eta_seconds": 105029.4270146126, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2927526841910404, "fast_rcnn/fg_cls_accuracy": 0.6669648065331518, "iteration": 165259, "loss_box_reg": 0.22692597843706608, "loss_cls": 0.18426358606666327, "loss_mask": 0.23231174610555172, "loss_rpn_cls": 0.03405377850867808, "loss_rpn_loc": 0.07833369052968919, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034409313997338, "mask_rcnn/false_negative": 0.08574053828555567, "mask_rcnn/false_positive": 0.1074174338445879, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.026797141181305, "total_loss": 0.7603942560672294}
{"data_time": 0.013966454425826669, "eta_seconds": 104974.07420817763, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24628116488581603, "fast_rcnn/fg_cls_accuracy": 0.7164696545674785, "iteration": 165279, "loss_box_reg": 0.18549533933401108, "loss_cls": 0.16041644383221865, "loss_mask": 0.22147217951714993, "loss_rpn_cls": 0.031021452217828482, "loss_rpn_loc": 0.07921701378654689, "lr": 0.0001, "mask_rcnn/accuracy": 0.9106874739474338, "mask_rcnn/false_negative": 0.08822541884722485, "mask_rcnn/false_positive": 0.09682097717574946, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9808426534291357, "total_loss": 0.7001380412839353}
{"data_time": 0.01367506175301969, "eta_seconds": 104923.4099273337, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3125160647731654, "fast_rcnn/fg_cls_accuracy": 0.6646586345381527, "iteration": 165299, "loss_box_reg": 0.20440497063100338, "loss_cls": 0.16473937779664993, "loss_mask": 0.23945533484220505, "loss_rpn_cls": 0.032148514641448855, "loss_rpn_loc": 0.07007376058027148, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881367995707307, "mask_rcnn/false_negative": 0.10156294573877117, "mask_rcnn/false_positive": 0.10074542255369104, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9804495852440596, "total_loss": 0.7323293164372444}
{"data_time": 0.016414996469393373, "eta_seconds": 104980.37987770513, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2491886354570838, "fast_rcnn/fg_cls_accuracy": 0.716834494008407, "iteration": 165319, "loss_box_reg": 0.21372974663972855, "loss_cls": 0.17221617605537176, "loss_mask": 0.2229929268360138, "loss_rpn_cls": 0.031494337279582396, "loss_rpn_loc": 0.08220864832401276, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946871962619422, "mask_rcnn/false_negative": 0.09028984545411434, "mask_rcnn/false_positive": 0.12994154193363433, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0593309809919447, "total_loss": 0.7290720017626882}
{"data_time": 0.017103694146499038, "eta_seconds": 104913.92863471992, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2909411704100556, "fast_rcnn/fg_cls_accuracy": 0.6617481136732247, "iteration": 165339, "loss_box_reg": 0.21833553165197372, "loss_cls": 0.1739735258743167, "loss_mask": 0.2405206859111786, "loss_rpn_cls": 0.029800988966599107, "loss_rpn_loc": 0.06872902787290514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967113631166752, "mask_rcnn/false_negative": 0.09119818569586344, "mask_rcnn/false_positive": 0.10937816079995538, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9954282941762358, "total_loss": 0.7351075886981562}
{"data_time": 0.01506632543168962, "eta_seconds": 104867.49506123364, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29103400342172797, "fast_rcnn/fg_cls_accuracy": 0.6684587813620071, "iteration": 165359, "loss_box_reg": 0.213601338211447, "loss_cls": 0.18633208889514208, "loss_mask": 0.2348769437521696, "loss_rpn_cls": 0.03138505038805306, "loss_rpn_loc": 0.08170573494862765, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034395042263481, "mask_rcnn/false_negative": 0.084183683487501, "mask_rcnn/false_positive": 0.11009550130280907, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.02136788982898, "total_loss": 0.7449548826552927}
{"data_time": 0.014054360333830118, "eta_seconds": 104839.41891922615, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28587152731915644, "fast_rcnn/fg_cls_accuracy": 0.7037617759659232, "iteration": 165379, "loss_box_reg": 0.19918759167194366, "loss_cls": 0.15065028192475438, "loss_mask": 0.24665438756346703, "loss_rpn_cls": 0.030266841291449964, "loss_rpn_loc": 0.06558749591931701, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843792922592248, "mask_rcnn/false_negative": 0.10402839800120006, "mask_rcnn/false_positive": 0.11749767132370531, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9847988632973284, "total_loss": 0.6901621667202562}
{"data_time": 0.01641497341915965, "eta_seconds": 104795.86597774178, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3055370305370305, "fast_rcnn/fg_cls_accuracy": 0.6677583286278939, "iteration": 165399, "loss_box_reg": 0.2164896335452795, "loss_cls": 0.16440733801573515, "loss_mask": 0.23210547305643559, "loss_rpn_cls": 0.03161093010567129, "loss_rpn_loc": 0.05563338194042444, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010758321185617, "mask_rcnn/false_negative": 0.09025859700221085, "mask_rcnn/false_positive": 0.10616733218635475, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9965369324199855, "total_loss": 0.7238560086116195}
{"data_time": 0.014621596550568938, "eta_seconds": 104749.47728332132, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2811962351988665, "fast_rcnn/fg_cls_accuracy": 0.6935769576084054, "iteration": 165419, "loss_box_reg": 0.22846518643200397, "loss_cls": 0.17890911642462015, "loss_mask": 0.23751740530133247, "loss_rpn_cls": 0.034490231424570084, "loss_rpn_loc": 0.07949548214673996, "lr": 0.0001, "mask_rcnn/accuracy": 0.906205267602394, "mask_rcnn/false_negative": 0.0941629405803488, "mask_rcnn/false_positive": 0.08912686923016411, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9778389348648489, "total_loss": 0.7544796348083764}
{"data_time": 0.022085363510996103, "eta_seconds": 104775.37357326597, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2569392348087022, "fast_rcnn/fg_cls_accuracy": 0.7348562660884341, "iteration": 165439, "loss_box_reg": 0.21827636286616325, "loss_cls": 0.16279647126793861, "loss_mask": 0.2353824358433485, "loss_rpn_cls": 0.03136831131996587, "loss_rpn_loc": 0.0718908803537488, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041230719091761, "mask_rcnn/false_negative": 0.09401227165334114, "mask_rcnn/false_positive": 0.09149003219704765, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0273674752097577, "total_loss": 0.7365094830747694}
{"data_time": 0.017193549079820514, "eta_seconds": 104726.85419857502, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.26565715965892384, "fast_rcnn/fg_cls_accuracy": 0.7205762751248983, "iteration": 165459, "loss_box_reg": 0.19162474013864994, "loss_cls": 0.1547251297160983, "loss_mask": 0.2301788069307804, "loss_rpn_cls": 0.028284165309742093, "loss_rpn_loc": 0.06832052208483219, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997413929320386, "mask_rcnn/false_negative": 0.09061659518155882, "mask_rcnn/false_positive": 0.11068273219185992, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.991787493461743, "total_loss": 0.6735058262711391}
{"data_time": 0.01664587832055986, "eta_seconds": 104592.79959823005, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.28237018425460636, "fast_rcnn/fg_cls_accuracy": 0.6684326927114682, "iteration": 165479, "loss_box_reg": 0.19631176628172398, "loss_cls": 0.16774890199303627, "loss_mask": 0.23606601916253567, "loss_rpn_cls": 0.034841002663597465, "loss_rpn_loc": 0.0696254363283515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895036028104747, "mask_rcnn/false_negative": 0.09811362517724323, "mask_rcnn/false_positive": 0.11904859464894463, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9955854720901698, "total_loss": 0.7214618650614284}
{"data_time": 0.02126414910890162, "eta_seconds": 104655.86849639658, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.35493414773811793, "fast_rcnn/fg_cls_accuracy": 0.6235434381607954, "iteration": 165499, "loss_box_reg": 0.20804602280259132, "loss_cls": 0.19205199647694826, "loss_mask": 0.2303352076560259, "loss_rpn_cls": 0.03194920183159411, "loss_rpn_loc": 0.06044869066681713, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059107672219086, "mask_rcnn/false_negative": 0.08746382424796378, "mask_rcnn/false_positive": 0.09731540027808569, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9962496731895953, "total_loss": 0.7406979040242732}
{"data_time": 0.014631904661655426, "eta_seconds": 104675.64127489924, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2717295436440196, "fast_rcnn/fg_cls_accuracy": 0.6673849737914967, "iteration": 165519, "loss_box_reg": 0.2031929073855281, "loss_cls": 0.15760587248951197, "loss_mask": 0.2222338356077671, "loss_rpn_cls": 0.033715095138177276, "loss_rpn_loc": 0.07655144785530865, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061255828758134, "mask_rcnn/false_negative": 0.08633996172844112, "mask_rcnn/false_positive": 0.10689018508443851, "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": 1.0086427598726004, "total_loss": 0.7121436386369169}
{"data_time": 0.015517262741923332, "eta_seconds": 104629.28281713277, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30958109538166645, "fast_rcnn/fg_cls_accuracy": 0.665282272563826, "iteration": 165539, "loss_box_reg": 0.20329707581549883, "loss_cls": 0.16787336580455303, "loss_mask": 0.23240947350859642, "loss_rpn_cls": 0.031561105977743864, "loss_rpn_loc": 0.07426782371476293, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985896172517482, "mask_rcnn/false_negative": 0.0827531547426267, "mask_rcnn/false_positive": 0.12156642390700143, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0172962844371796, "total_loss": 0.7356868790229782}
{"data_time": 0.023276796331629157, "eta_seconds": 104650.94409560785, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.31091451040081175, "fast_rcnn/fg_cls_accuracy": 0.679549114331723, "iteration": 165559, "loss_box_reg": 0.21865406818687916, "loss_cls": 0.1742300596088171, "loss_mask": 0.2313153799623251, "loss_rpn_cls": 0.02850893489085138, "loss_rpn_loc": 0.06982056400738657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954186085377758, "mask_rcnn/false_negative": 0.10071056885670884, "mask_rcnn/false_positive": 0.10848354552949735, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0111715456005186, "total_loss": 0.7383848684839904}
{"data_time": 0.015099854674190283, "eta_seconds": 104642.46496655047, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28897768897768894, "fast_rcnn/fg_cls_accuracy": 0.6756481481481482, "iteration": 165579, "loss_box_reg": 0.21186615154147148, "loss_cls": 0.16502610594034195, "loss_mask": 0.23460347205400467, "loss_rpn_cls": 0.03204152372200042, "loss_rpn_loc": 0.07239557499997318, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056430166358083, "mask_rcnn/false_negative": 0.08670145206753861, "mask_rcnn/false_positive": 0.10398283959123714, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0330747009720653, "total_loss": 0.7140030974987894}
{"data_time": 0.015085382154211402, "eta_seconds": 104622.42235690355, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.29793242974588063, "fast_rcnn/fg_cls_accuracy": 0.6949276881156989, "iteration": 165599, "loss_box_reg": 0.20456791669130325, "loss_cls": 0.16369799058884382, "loss_mask": 0.23178921826183796, "loss_rpn_cls": 0.03177732531912625, "loss_rpn_loc": 0.07554367615375668, "lr": 0.0001, "mask_rcnn/accuracy": 0.9106690032580125, "mask_rcnn/false_negative": 0.09251259468792367, "mask_rcnn/false_positive": 0.0834436088823701, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0010701674036682, "total_loss": 0.694166672299616}
{"data_time": 0.01364433509297669, "eta_seconds": 104630.14987494331, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29335064935064936, "fast_rcnn/fg_cls_accuracy": 0.6615425694232531, "iteration": 165619, "loss_box_reg": 0.20548339374363422, "loss_cls": 0.16808416042476892, "loss_mask": 0.23117641918361187, "loss_rpn_cls": 0.029644635564181954, "loss_rpn_loc": 0.07793859485536814, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059546938244325, "mask_rcnn/false_negative": 0.08510030405823635, "mask_rcnn/false_positive": 0.09581307981207002, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0153771962504834, "total_loss": 0.7154813729575835}
{"data_time": 0.01826772838830948, "eta_seconds": 104574.96161157265, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.27089278434569913, "fast_rcnn/fg_cls_accuracy": 0.6842424242424242, "iteration": 165639, "loss_box_reg": 0.21842102706432343, "loss_cls": 0.1836298070847988, "loss_mask": 0.2400894071906805, "loss_rpn_cls": 0.03261060453951359, "loss_rpn_loc": 0.07089513330720365, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017620011297462, "mask_rcnn/false_negative": 0.08746250039069031, "mask_rcnn/false_positive": 0.0994298841014052, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 0.9655849488917738, "total_loss": 0.7507153578917496}
{"data_time": 0.027578181819990277, "eta_seconds": 104550.742119262, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30350877192982456, "fast_rcnn/fg_cls_accuracy": 0.6766498095773241, "iteration": 165659, "loss_box_reg": 0.21101786941289902, "loss_cls": 0.17402098327875137, "loss_mask": 0.2356775589287281, "loss_rpn_cls": 0.029870481812395155, "loss_rpn_loc": 0.06437996163731441, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948189041241497, "mask_rcnn/false_negative": 0.08306007272348445, "mask_rcnn/false_positive": 0.11646005512263327, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9950286794919521, "total_loss": 0.7244626919855364}
{"data_time": 0.014443951891735196, "eta_seconds": 104530.70172399282, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2450601629525711, "fast_rcnn/fg_cls_accuracy": 0.7251660155547401, "iteration": 165679, "loss_box_reg": 0.22018935903906822, "loss_cls": 0.16563791409134865, "loss_mask": 0.23063705302774906, "loss_rpn_cls": 0.02907818357925862, "loss_rpn_loc": 0.06730905896984041, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018399578914373, "mask_rcnn/false_negative": 0.09969256001631756, "mask_rcnn/false_positive": 0.11441263440586891, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.008980582933873, "total_loss": 0.7255354219232686}
{"data_time": 0.014297899091616273, "eta_seconds": 104459.69549238216, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.25742527238436386, "fast_rcnn/fg_cls_accuracy": 0.7121385553922397, "iteration": 165699, "loss_box_reg": 0.2220496218651533, "loss_cls": 0.16680304007604718, "loss_mask": 0.22653470374643803, "loss_rpn_cls": 0.031147100671660155, "loss_rpn_loc": 0.05450241384096444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946196176246399, "mask_rcnn/false_negative": 0.09053522563829013, "mask_rcnn/false_positive": 0.10567350467735881, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9874682945664972, "total_loss": 0.7117995908192825}
{"data_time": 0.015716377878561616, "eta_seconds": 104273.16044244915, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30777549386232117, "fast_rcnn/fg_cls_accuracy": 0.6654507302566668, "iteration": 165719, "loss_box_reg": 0.20871097594499588, "loss_cls": 0.16675820760428905, "loss_mask": 0.23781051486730576, "loss_rpn_cls": 0.029307356453500688, "loss_rpn_loc": 0.06458964105695486, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961411357054889, "mask_rcnn/false_negative": 0.09099825155852019, "mask_rcnn/false_positive": 0.12484215198087517, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9763055664952844, "total_loss": 0.7011561878025532}
{"data_time": 0.014233651338145137, "eta_seconds": 104248.38624573313, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.2853174603174603, "fast_rcnn/fg_cls_accuracy": 0.6909976670783587, "iteration": 165739, "loss_box_reg": 0.19657744653522968, "loss_cls": 0.15966685814782977, "loss_mask": 0.2196330428123474, "loss_rpn_cls": 0.030311523703858256, "loss_rpn_loc": 0.05878930306062102, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063642861959132, "mask_rcnn/false_negative": 0.08097352962477194, "mask_rcnn/false_positive": 0.08870868556894965, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9862810645718127, "total_loss": 0.6749093784601428}
{"data_time": 0.017644062638282776, "eta_seconds": 104242.56997849792, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2884363214389324, "fast_rcnn/fg_cls_accuracy": 0.6936064556176288, "iteration": 165759, "loss_box_reg": 0.20597087778151035, "loss_cls": 0.17039134027436376, "loss_mask": 0.2443935889750719, "loss_rpn_cls": 0.02950953511754051, "loss_rpn_loc": 0.06974313384853303, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064649596540744, "mask_rcnn/false_negative": 0.0919930491764725, "mask_rcnn/false_positive": 0.11062023467868731, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.015202087117359, "total_loss": 0.7218181368662044}
{"data_time": 0.01966394647024572, "eta_seconds": 104189.623411973, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29899681766197606, "fast_rcnn/fg_cls_accuracy": 0.6627930892636775, "iteration": 165779, "loss_box_reg": 0.22980782389640808, "loss_cls": 0.17364815156906843, "loss_mask": 0.23221292905509472, "loss_rpn_cls": 0.030160921392962337, "loss_rpn_loc": 0.0696187422145158, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049393446894887, "mask_rcnn/false_negative": 0.08042165802426343, "mask_rcnn/false_positive": 0.10400182641012873, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.991452734451741, "total_loss": 0.7795794371049851}
{"data_time": 0.016340167028829455, "eta_seconds": 104159.33092767373, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2869536202869536, "fast_rcnn/fg_cls_accuracy": 0.6825481150100191, "iteration": 165799, "loss_box_reg": 0.21086577232927084, "loss_cls": 0.1736423121765256, "loss_mask": 0.22529302723705769, "loss_rpn_cls": 0.03319697309052572, "loss_rpn_loc": 0.07290908182039857, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945442329763456, "mask_rcnn/false_negative": 0.09351829899107475, "mask_rcnn/false_positive": 0.1145729763398397, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9683715403079987, "total_loss": 0.7264376850798726}
{"data_time": 0.018399591324850917, "eta_seconds": 104127.3090174608, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2971610535405872, "fast_rcnn/fg_cls_accuracy": 0.6525862068965518, "iteration": 165819, "loss_box_reg": 0.21502241771668196, "loss_cls": 0.17425641603767872, "loss_mask": 0.24276395700871944, "loss_rpn_cls": 0.03270896174944937, "loss_rpn_loc": 0.07283386576455086, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944360835457514, "mask_rcnn/false_negative": 0.09454437331713623, "mask_rcnn/false_positive": 0.12861959128556166, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0072004338726401, "total_loss": 0.7622791418107226}
{"data_time": 0.023744119331240654, "eta_seconds": 104101.28083828837, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26461794019933554, "fast_rcnn/fg_cls_accuracy": 0.6887681159420289, "iteration": 165839, "loss_box_reg": 0.20247914269566536, "loss_cls": 0.16946821101009846, "loss_mask": 0.2264234572649002, "loss_rpn_cls": 0.030989765684353188, "loss_rpn_loc": 0.07136984344106168, "lr": 0.0001, "mask_rcnn/accuracy": 0.898019235258023, "mask_rcnn/false_negative": 0.08943143496231841, "mask_rcnn/false_positive": 0.1242491068500094, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0121756521984935, "total_loss": 0.7020619502291083}
{"data_time": 0.023645094595849514, "eta_seconds": 103992.50611019786, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3056079335149102, "fast_rcnn/fg_cls_accuracy": 0.66574057251292, "iteration": 165859, "loss_box_reg": 0.2219223901629448, "loss_cls": 0.18358915764838457, "loss_mask": 0.23384867422282696, "loss_rpn_cls": 0.029731443501077592, "loss_rpn_loc": 0.07078994903713465, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031801274931741, "mask_rcnn/false_negative": 0.08289373155936403, "mask_rcnn/false_positive": 0.1267348206562724, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0082823305856436, "total_loss": 0.7655814327299595}
{"data_time": 0.016067003831267357, "eta_seconds": 103930.19281284884, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3296101585247493, "fast_rcnn/fg_cls_accuracy": 0.6446286653877775, "iteration": 165879, "loss_box_reg": 0.21199112385511398, "loss_cls": 0.16680382285267115, "loss_mask": 0.23178288340568542, "loss_rpn_cls": 0.03332791361026466, "loss_rpn_loc": 0.07846432353835553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951447429744825, "mask_rcnn/false_negative": 0.09486173126071515, "mask_rcnn/false_positive": 0.1250103583208514, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9960332012269646, "total_loss": 0.7384592774324119}
{"data_time": 0.018823886523023248, "eta_seconds": 103898.10314162169, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.28908355795148244, "fast_rcnn/fg_cls_accuracy": 0.6516499224046394, "iteration": 165899, "loss_box_reg": 0.1999680958688259, "loss_cls": 0.16250147111713886, "loss_mask": 0.2484634406864643, "loss_rpn_cls": 0.03267581504769623, "loss_rpn_loc": 0.06785522680729628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907363464253626, "mask_rcnn/false_negative": 0.10009720483221389, "mask_rcnn/false_positive": 0.11287696846301984, "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": 0.9983638057019562, "total_loss": 0.7117637706687674}
{"data_time": 0.020986739546060562, "eta_seconds": 103890.26573147625, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3166014776184268, "fast_rcnn/fg_cls_accuracy": 0.6693260906467493, "iteration": 165919, "loss_box_reg": 0.22177054733037949, "loss_cls": 0.1715277088806033, "loss_mask": 0.2325727492570877, "loss_rpn_cls": 0.02950008201878518, "loss_rpn_loc": 0.06325940671376884, "lr": 0.0001, "mask_rcnn/accuracy": 0.907201579117408, "mask_rcnn/false_negative": 0.08664713108865327, "mask_rcnn/false_positive": 0.09110763739454004, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.005389237543568, "total_loss": 0.7181796844815835}
{"data_time": 0.01591211254708469, "eta_seconds": 103912.61941451114, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2935658535701997, "fast_rcnn/fg_cls_accuracy": 0.6880036126046032, "iteration": 165939, "loss_box_reg": 0.2065500495955348, "loss_cls": 0.16297333873808384, "loss_mask": 0.24345878697931767, "loss_rpn_cls": 0.03415268461685628, "loss_rpn_loc": 0.07767440844327211, "lr": 0.0001, "mask_rcnn/accuracy": 0.905258587810124, "mask_rcnn/false_negative": 0.087448554755752, "mask_rcnn/false_positive": 0.10714109635586123, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0020009470172226, "total_loss": 0.71290303603746}
{"data_time": 0.0162207605317235, "eta_seconds": 103850.33865010366, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.29798080767692925, "fast_rcnn/fg_cls_accuracy": 0.667960088691796, "iteration": 165959, "loss_box_reg": 0.2176278717815876, "loss_cls": 0.17825559340417385, "loss_mask": 0.23447027243673801, "loss_rpn_cls": 0.03958063304889947, "loss_rpn_loc": 0.09060131059959531, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927915166563736, "mask_rcnn/false_negative": 0.08413510096246746, "mask_rcnn/false_positive": 0.12475009196639614, "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": 0.9974098585080355, "total_loss": 0.7844864988001063}
{"data_time": 0.015576716046780348, "eta_seconds": 103961.35976189282, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2577940404305592, "fast_rcnn/fg_cls_accuracy": 0.7024766899766899, "iteration": 165979, "loss_box_reg": 0.21264986041933298, "loss_cls": 0.17478618817403913, "loss_mask": 0.23279514722526073, "loss_rpn_cls": 0.036762050294782966, "loss_rpn_loc": 0.07340572564862669, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047673093406757, "mask_rcnn/false_negative": 0.06846471296992646, "mask_rcnn/false_positive": 0.12137479394101977, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0507216600235552, "total_loss": 0.7386367594590411}
{"data_time": 0.01596139115281403, "eta_seconds": 103947.40005582571, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3378995433789954, "fast_rcnn/fg_cls_accuracy": 0.6261459556151825, "iteration": 165999, "loss_box_reg": 0.21166671626269817, "loss_cls": 0.1890944465994835, "loss_mask": 0.24438206665217876, "loss_rpn_cls": 0.03720476070884615, "loss_rpn_loc": 0.08575738710351288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967223631135428, "mask_rcnn/false_negative": 0.08443771485055648, "mask_rcnn/false_positive": 0.11879949836965603, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0016157450154424, "total_loss": 0.7752684524748474}
{"data_time": 0.014248999068513513, "eta_seconds": 103904.28590834141, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24450832964764851, "fast_rcnn/fg_cls_accuracy": 0.7232427779643937, "iteration": 166019, "loss_box_reg": 0.1928138891234994, "loss_cls": 0.15744269732385874, "loss_mask": 0.21585184894502163, "loss_rpn_cls": 0.0292308785719797, "loss_rpn_loc": 0.06859948835335672, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990988197943952, "mask_rcnn/false_negative": 0.0924373838291914, "mask_rcnn/false_positive": 0.11665296379521926, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9867044880520552, "total_loss": 0.6518513524788432}
{"data_time": 0.015719232615083456, "eta_seconds": 103919.42459924147, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.28622977346278317, "fast_rcnn/fg_cls_accuracy": 0.678522062732589, "iteration": 166039, "loss_box_reg": 0.19769824296236038, "loss_cls": 0.1623031347990036, "loss_mask": 0.2255012970417738, "loss_rpn_cls": 0.029928159434348345, "loss_rpn_loc": 0.0759066304017324, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962443469165673, "mask_rcnn/false_negative": 0.0850447105348796, "mask_rcnn/false_positive": 0.10456776563190376, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0293486448936164, "total_loss": 0.6726568840094842}
{"data_time": 0.014655308332294226, "eta_seconds": 103812.06652782857, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.29336891178996444, "fast_rcnn/fg_cls_accuracy": 0.6580960119692514, "iteration": 166059, "loss_box_reg": 0.21102210972458124, "loss_cls": 0.16847540624439716, "loss_mask": 0.24298452027142048, "loss_rpn_cls": 0.03076579689513892, "loss_rpn_loc": 0.08932553697377443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915133880256648, "mask_rcnn/false_negative": 0.08734942775702348, "mask_rcnn/false_positive": 0.12775358436507545, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9595244077499956, "total_loss": 0.7706772251985967}
{"data_time": 0.0248371590860188, "eta_seconds": 103741.86672220007, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24675854816167822, "fast_rcnn/fg_cls_accuracy": 0.6855988554520477, "iteration": 166079, "loss_box_reg": 0.21852640807628632, "loss_cls": 0.18131320923566818, "loss_mask": 0.24305180087685585, "loss_rpn_cls": 0.03671745950123295, "loss_rpn_loc": 0.07880801754072309, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044461385474594, "mask_rcnn/false_negative": 0.08020237046668076, "mask_rcnn/false_positive": 0.11180272756347173, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0020518016535789, "total_loss": 0.7678947703680024}
{"data_time": 0.017002152279019356, "eta_seconds": 103702.34815820586, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.26799169449439164, "fast_rcnn/fg_cls_accuracy": 0.7122656755009696, "iteration": 166099, "loss_box_reg": 0.18850712943822145, "loss_cls": 0.16228867415338755, "loss_mask": 0.22410220839083195, "loss_rpn_cls": 0.02834578217152739, "loss_rpn_loc": 0.08303188718855381, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068684754683831, "mask_rcnn/false_negative": 0.08422736191840743, "mask_rcnn/false_positive": 0.10605596786949753, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0036161502357572, "total_loss": 0.6888492096913978}
{"data_time": 0.025062822503969073, "eta_seconds": 103701.93528774194, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.34354545454545454, "fast_rcnn/fg_cls_accuracy": 0.6390259481037924, "iteration": 166119, "loss_box_reg": 0.2159385085105896, "loss_cls": 0.1762104039080441, "loss_mask": 0.2317130360752344, "loss_rpn_cls": 0.03244124539196491, "loss_rpn_loc": 0.08738836145494133, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915712083604146, "mask_rcnn/false_negative": 0.09948787334700507, "mask_rcnn/false_positive": 0.1201558755714019, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.0279633165337145, "total_loss": 0.7256293093087152}
{"data_time": 0.018412874545902014, "eta_seconds": 103802.2051576199, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2903420720700307, "fast_rcnn/fg_cls_accuracy": 0.6817002181622672, "iteration": 166139, "loss_box_reg": 0.22737314365804195, "loss_cls": 0.19032133556902409, "loss_mask": 0.23682876862585545, "loss_rpn_cls": 0.02849684451939538, "loss_rpn_loc": 0.06837977864779532, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008142166641093, "mask_rcnn/false_negative": 0.09045897317322134, "mask_rcnn/false_positive": 0.11314152082969839, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0045372722670436, "total_loss": 0.7652862507966347}
{"data_time": 0.01569096394814551, "eta_seconds": 103830.66781967878, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2937381809308851, "fast_rcnn/fg_cls_accuracy": 0.6684316761599292, "iteration": 166159, "loss_box_reg": 0.20871436223387718, "loss_cls": 0.16270928736776114, "loss_mask": 0.23468395322561264, "loss_rpn_cls": 0.027610085264313966, "loss_rpn_loc": 0.07029654923826456, "lr": 0.0001, "mask_rcnn/accuracy": 0.89626681825919, "mask_rcnn/false_negative": 0.09174060179797097, "mask_rcnn/false_positive": 0.1089101494816605, "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": 1.0065768416970968, "total_loss": 0.6820739024551585}
{"data_time": 0.016164580592885613, "eta_seconds": 103863.04052222986, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2757141305528402, "fast_rcnn/fg_cls_accuracy": 0.6758638691202776, "iteration": 166179, "loss_box_reg": 0.2149926796555519, "loss_cls": 0.1815126808360219, "loss_mask": 0.24970867671072483, "loss_rpn_cls": 0.030820233980193734, "loss_rpn_loc": 0.07671193522401154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961676866630699, "mask_rcnn/false_negative": 0.0895405516408286, "mask_rcnn/false_positive": 0.11407146729713236, "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": 1.007756954524666, "total_loss": 0.7478744570398703}
{"data_time": 0.01499152509495616, "eta_seconds": 103802.5591305457, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.27563277563277566, "fast_rcnn/fg_cls_accuracy": 0.7115953339357595, "iteration": 166199, "loss_box_reg": 0.20737543143332005, "loss_cls": 0.16615344677120447, "loss_mask": 0.23671920038759708, "loss_rpn_cls": 0.028846888948464766, "loss_rpn_loc": 0.07753156288526952, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029386601499092, "mask_rcnn/false_negative": 0.08617959501898623, "mask_rcnn/false_positive": 0.09657770487667641, "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": 0.9924097175244242, "total_loss": 0.7025576520245522}
{"data_time": 0.017059443751350045, "eta_seconds": 103808.39135548566, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3249930714335204, "fast_rcnn/fg_cls_accuracy": 0.6508386487124971, "iteration": 166219, "loss_box_reg": 0.23554139211773872, "loss_cls": 0.177893222309649, "loss_mask": 0.23175103217363358, "loss_rpn_cls": 0.031903293216601014, "loss_rpn_loc": 0.07329752016812563, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963266247413284, "mask_rcnn/false_negative": 0.09542655155073447, "mask_rcnn/false_positive": 0.11413854061361557, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0168800330720842, "total_loss": 0.751656660460867}
{"data_time": 0.024766323156654835, "eta_seconds": 103788.38588403538, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.28289641320802794, "fast_rcnn/fg_cls_accuracy": 0.6694392888541565, "iteration": 166239, "loss_box_reg": 0.21842932887375355, "loss_cls": 0.1707318825647235, "loss_mask": 0.2393924742937088, "loss_rpn_cls": 0.03147099330089986, "loss_rpn_loc": 0.06173730466980487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960505180095351, "mask_rcnn/false_negative": 0.09129219621125134, "mask_rcnn/false_positive": 0.10244373507013749, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9746653868351132, "total_loss": 0.7236267055850476}
{"data_time": 0.015999328577890992, "eta_seconds": 103768.3804125851, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2713562753036437, "fast_rcnn/fg_cls_accuracy": 0.7202494802494803, "iteration": 166259, "loss_box_reg": 0.20127830933779478, "loss_cls": 0.16399806551635265, "loss_mask": 0.23636350594460964, "loss_rpn_cls": 0.029565066855866462, "loss_rpn_loc": 0.053839341329876333, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036357296108236, "mask_rcnn/false_negative": 0.0850839538327734, "mask_rcnn/false_positive": 0.0989663068590037, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0077805805485696, "total_loss": 0.6842053522414062}
{"data_time": 0.02350884350016713, "eta_seconds": 103765.35126933828, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29944223860843255, "fast_rcnn/fg_cls_accuracy": 0.6805218910361392, "iteration": 166279, "loss_box_reg": 0.2072679754346609, "loss_cls": 0.17785057425498962, "loss_mask": 0.2314045950770378, "loss_rpn_cls": 0.033780293771997094, "loss_rpn_loc": 0.06707951985299587, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990057894789469, "mask_rcnn/false_negative": 0.08279882072738742, "mask_rcnn/false_positive": 0.12455555729797119, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0013232864439487, "total_loss": 0.745952762896195}
{"data_time": 0.021551244892179966, "eta_seconds": 103745.34252439626, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2742914979757085, "fast_rcnn/fg_cls_accuracy": 0.6732913926222477, "iteration": 166299, "loss_box_reg": 0.2139976853504777, "loss_cls": 0.18194897565990686, "loss_mask": 0.22218194603919983, "loss_rpn_cls": 0.03496796789113432, "loss_rpn_loc": 0.06757492618635297, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002641246688865, "mask_rcnn/false_negative": 0.0934530621112252, "mask_rcnn/false_positive": 0.10280321382917815, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9916263469494879, "total_loss": 0.7361343235243112}
{"data_time": 0.01418532757088542, "eta_seconds": 103722.98248261213, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2720883209317373, "fast_rcnn/fg_cls_accuracy": 0.7181777741831122, "iteration": 166319, "loss_box_reg": 0.21403782069683075, "loss_cls": 0.162058362737298, "loss_mask": 0.23851704970002174, "loss_rpn_cls": 0.031612019054591656, "loss_rpn_loc": 0.06705597729887813, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014906821312638, "mask_rcnn/false_negative": 0.08469300037580609, "mask_rcnn/false_positive": 0.11382866343980812, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0287291330751032, "total_loss": 0.6947166134486906}
{"data_time": 0.017158475937321782, "eta_seconds": 103709.25745904911, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3025747632585879, "fast_rcnn/fg_cls_accuracy": 0.6876174959268078, "iteration": 166339, "loss_box_reg": 0.20324012450873852, "loss_cls": 0.17446056101471186, "loss_mask": 0.23541538044810295, "loss_rpn_cls": 0.03306611895095557, "loss_rpn_loc": 0.0692398640094325, "lr": 0.0001, "mask_rcnn/accuracy": 0.901127368295449, "mask_rcnn/false_negative": 0.09798204205440517, "mask_rcnn/false_positive": 0.11334054033036012, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0155370163265616, "total_loss": 0.7152461962541565}
{"data_time": 0.016723125474527478, "eta_seconds": 103668.35305533372, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2792850990525409, "fast_rcnn/fg_cls_accuracy": 0.6619090735798703, "iteration": 166359, "loss_box_reg": 0.20570775493979454, "loss_cls": 0.1686914386227727, "loss_mask": 0.2395827192813158, "loss_rpn_cls": 0.03745463176164776, "loss_rpn_loc": 0.0728930396726355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965500145953904, "mask_rcnn/false_negative": 0.09307689187304047, "mask_rcnn/false_positive": 0.10968776856183922, "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": 0.9848065811675042, "total_loss": 0.7412543826503679}
{"data_time": 0.01436413242481649, "eta_seconds": 103662.95760849025, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32453823831969414, "fast_rcnn/fg_cls_accuracy": 0.6428787374913081, "iteration": 166379, "loss_box_reg": 0.21990021225064993, "loss_cls": 0.17352267634123564, "loss_mask": 0.2453645057976246, "loss_rpn_cls": 0.03823657997418195, "loss_rpn_loc": 0.08834556234069169, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929871712978639, "mask_rcnn/false_negative": 0.09852817535161651, "mask_rcnn/false_positive": 0.11648268737416052, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9853565620724112, "total_loss": 0.7759804145607632}
{"data_time": 0.016994833946228027, "eta_seconds": 103629.1853191331, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28762437810945274, "fast_rcnn/fg_cls_accuracy": 0.6901080706150851, "iteration": 166399, "loss_box_reg": 0.22217604564502835, "loss_cls": 0.16315370332449675, "loss_mask": 0.2462744452059269, "loss_rpn_cls": 0.032605080283246934, "loss_rpn_loc": 0.0763339321129024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954477779917938, "mask_rcnn/false_negative": 0.09928500113577918, "mask_rcnn/false_positive": 0.10364856747275508, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9934896340128034, "total_loss": 0.757357080001384}
{"data_time": 0.017024724278599024, "eta_seconds": 103573.71338168159, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2845688190314358, "fast_rcnn/fg_cls_accuracy": 0.7076777389277389, "iteration": 166419, "loss_box_reg": 0.19473064877092838, "loss_cls": 0.16488406248390675, "loss_mask": 0.22180416248738766, "loss_rpn_cls": 0.027760740369558334, "loss_rpn_loc": 0.06898379203630611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989231648612206, "mask_rcnn/false_negative": 0.08942456017160452, "mask_rcnn/false_positive": 0.11244922960558512, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9783844284247607, "total_loss": 0.671846802579239}
{"data_time": 0.015655159950256348, "eta_seconds": 103496.8958664313, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3147855434039645, "fast_rcnn/fg_cls_accuracy": 0.6666834081117883, "iteration": 166439, "loss_box_reg": 0.23713055811822414, "loss_cls": 0.196677690371871, "loss_mask": 0.2548255231231451, "loss_rpn_cls": 0.03675139485858381, "loss_rpn_loc": 0.0875564890448004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8797028037788805, "mask_rcnn/false_negative": 0.1096053638875999, "mask_rcnn/false_positive": 0.12035183106528041, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9773964700289071, "total_loss": 0.8161542061716318}
{"data_time": 0.01946927420794964, "eta_seconds": 103476.90805340186, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.27938988095238093, "fast_rcnn/fg_cls_accuracy": 0.6756410256410257, "iteration": 166459, "loss_box_reg": 0.20538127794861794, "loss_cls": 0.18090123031288385, "loss_mask": 0.23215968161821365, "loss_rpn_cls": 0.0328581408248283, "loss_rpn_loc": 0.08470861276146024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989823539790265, "mask_rcnn/false_negative": 0.08172015789658127, "mask_rcnn/false_positive": 0.11055054834085479, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9928243830800056, "total_loss": 0.7572936196811497}
{"data_time": 0.019240384455770254, "eta_seconds": 103485.6922948733, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.301830542782337, "fast_rcnn/fg_cls_accuracy": 0.6541867731617579, "iteration": 166479, "loss_box_reg": 0.20350393746048212, "loss_cls": 0.1678602434694767, "loss_mask": 0.2294533308595419, "loss_rpn_cls": 0.02880497113801539, "loss_rpn_loc": 0.06731079192832112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951425682840819, "mask_rcnn/false_negative": 0.08533666662112199, "mask_rcnn/false_positive": 0.12021055911078773, "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": 1.0068498929031193, "total_loss": 0.7122007929719985}
{"data_time": 0.01999618113040924, "eta_seconds": 103484.48671388905, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3066139207777433, "fast_rcnn/fg_cls_accuracy": 0.6659021406727829, "iteration": 166499, "loss_box_reg": 0.2198460604995489, "loss_cls": 0.1682507013902068, "loss_mask": 0.2539287321269512, "loss_rpn_cls": 0.02972473343834281, "loss_rpn_loc": 0.07436068682000041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973782215343762, "mask_rcnn/false_negative": 0.08478057448933173, "mask_rcnn/false_positive": 0.11733836332737792, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.011376991868019, "total_loss": 0.7449101839447394}
{"data_time": 0.02908477745950222, "eta_seconds": 103449.16301431134, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2701195661220074, "fast_rcnn/fg_cls_accuracy": 0.6948999111839858, "iteration": 166519, "loss_box_reg": 0.2050788518972695, "loss_cls": 0.17001618910580873, "loss_mask": 0.23719211667776108, "loss_rpn_cls": 0.03297283826395869, "loss_rpn_loc": 0.06978156662080437, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044846778836926, "mask_rcnn/false_negative": 0.08393759637174145, "mask_rcnn/false_positive": 0.10739684968111268, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9922616893891245, "total_loss": 0.7341485347715206}
{"data_time": 0.01407108106650412, "eta_seconds": 103429.16897430085, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2530748663101604, "fast_rcnn/fg_cls_accuracy": 0.7253716695899106, "iteration": 166539, "loss_box_reg": 0.2149724867194891, "loss_cls": 0.17585789505392313, "loss_mask": 0.24080676026642323, "loss_rpn_cls": 0.03408383461646736, "loss_rpn_loc": 0.07866005483083427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998431120145782, "mask_rcnn/false_negative": 0.08663892345668167, "mask_rcnn/false_positive": 0.09915618019325878, "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": 1.0026034344919026, "total_loss": 0.7438824061537161}
{"data_time": 0.016299905022606254, "eta_seconds": 103409.17493429035, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.26203342112433026, "fast_rcnn/fg_cls_accuracy": 0.6987784942330397, "iteration": 166559, "loss_box_reg": 0.2054085973650217, "loss_cls": 0.1694911951199174, "loss_mask": 0.23082284070551395, "loss_rpn_cls": 0.03374835196882486, "loss_rpn_loc": 0.06763725634664297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956090137525965, "mask_rcnn/false_negative": 0.08905179175388939, "mask_rcnn/false_positive": 0.11345946532472684, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.031872054329142, "total_loss": 0.7227697287453339}
{"data_time": 0.015381363919004798, "eta_seconds": 103344.69367802143, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3222459758551308, "fast_rcnn/fg_cls_accuracy": 0.6300460993810967, "iteration": 166579, "loss_box_reg": 0.20460819825530052, "loss_cls": 0.17520003207027912, "loss_mask": 0.23728667944669724, "loss_rpn_cls": 0.03730423341039568, "loss_rpn_loc": 0.08612755767535418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821099181430814, "mask_rcnn/false_negative": 0.09166193425360684, "mask_rcnn/false_positive": 0.11359187692520813, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9880506666377187, "total_loss": 0.7455565056297928}
{"data_time": 0.02436286909505725, "eta_seconds": 103324.70824122429, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.32071061243571763, "fast_rcnn/fg_cls_accuracy": 0.6607993197278912, "iteration": 166599, "loss_box_reg": 0.2181690651923418, "loss_cls": 0.17109499499201775, "loss_mask": 0.2487550601363182, "loss_rpn_cls": 0.037214321666397154, "loss_rpn_loc": 0.06679472094401717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969628381348169, "mask_rcnn/false_negative": 0.09674880331168692, "mask_rcnn/false_positive": 0.1016983056057591, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.005350804887712, "total_loss": 0.74485938786529}
{"data_time": 0.014815095579251647, "eta_seconds": 103252.75579802692, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.3075210834874753, "fast_rcnn/fg_cls_accuracy": 0.6770667726550079, "iteration": 166619, "loss_box_reg": 0.21613071579486132, "loss_cls": 0.17701511550694704, "loss_mask": 0.24380767531692982, "loss_rpn_cls": 0.034690285683609545, "loss_rpn_loc": 0.07583750085905194, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989668740150643, "mask_rcnn/false_negative": 0.09237117182092734, "mask_rcnn/false_positive": 0.11199341223743331, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0030708506237715, "total_loss": 0.7519075807649642}
{"data_time": 0.02437512413598597, "eta_seconds": 103326.19101144373, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31550754719459806, "fast_rcnn/fg_cls_accuracy": 0.6624257442840367, "iteration": 166639, "loss_box_reg": 0.21013581939041615, "loss_cls": 0.17845849227160215, "loss_mask": 0.23736401088535786, "loss_rpn_cls": 0.03565647662617266, "loss_rpn_loc": 0.08329902892000973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943568416166938, "mask_rcnn/false_negative": 0.09176269693724279, "mask_rcnn/false_positive": 0.12166812315140352, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0029712009709328, "total_loss": 0.7572572402423248}
{"data_time": 0.015424272045493126, "eta_seconds": 103306.19755343068, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2942520751869383, "fast_rcnn/fg_cls_accuracy": 0.6795634920634921, "iteration": 166659, "loss_box_reg": 0.21001429297029972, "loss_cls": 0.1636568452231586, "loss_mask": 0.23067595064640045, "loss_rpn_cls": 0.02920927561353892, "loss_rpn_loc": 0.07208036631345749, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086256520692155, "mask_rcnn/false_negative": 0.08492057840185074, "mask_rcnn/false_positive": 0.10191267673063706, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9958602276165038, "total_loss": 0.7211823778925464}
{"data_time": 0.01444908557459712, "eta_seconds": 103285.61224412173, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3090078649844339, "fast_rcnn/fg_cls_accuracy": 0.6578058522184597, "iteration": 166679, "loss_box_reg": 0.2081372239626944, "loss_cls": 0.16180538944900036, "loss_mask": 0.24624273926019669, "loss_rpn_cls": 0.02854730631224811, "loss_rpn_loc": 0.0656431985553354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984352640732669, "mask_rcnn/false_negative": 0.09266788545869964, "mask_rcnn/false_positive": 0.10199837249776339, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0009734078776091, "total_loss": 0.7161226464668289}
{"data_time": 0.01633933326229453, "eta_seconds": 103274.94387109764, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.292358803986711, "fast_rcnn/fg_cls_accuracy": 0.6693326776778225, "iteration": 166699, "loss_box_reg": 0.2046370841562748, "loss_cls": 0.17200936935842037, "loss_mask": 0.2252067681401968, "loss_rpn_cls": 0.0335414654109627, "loss_rpn_loc": 0.08488240884616971, "lr": 0.0001, "mask_rcnn/accuracy": 0.907299617924501, "mask_rcnn/false_negative": 0.08619499413651971, "mask_rcnn/false_positive": 0.0867355827871912, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0030868328176439, "total_loss": 0.7323840520111844}
{"data_time": 0.023534204810857773, "eta_seconds": 103319.3281451799, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30504263076997307, "fast_rcnn/fg_cls_accuracy": 0.6523423781986748, "iteration": 166719, "loss_box_reg": 0.20203078538179398, "loss_cls": 0.1627659210935235, "loss_mask": 0.22711939550936222, "loss_rpn_cls": 0.033708407601807266, "loss_rpn_loc": 0.07269886153517291, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978186047009199, "mask_rcnn/false_negative": 0.0927556658252899, "mask_rcnn/false_positive": 0.1199774679712751, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9921304532326758, "total_loss": 0.707508054212667}
{"data_time": 0.014227908803150058, "eta_seconds": 103299.32052935008, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28898390342052316, "fast_rcnn/fg_cls_accuracy": 0.6847923121356929, "iteration": 166739, "loss_box_reg": 0.2251394186168909, "loss_cls": 0.19066083617508411, "loss_mask": 0.24235650151968002, "loss_rpn_cls": 0.031981909880414605, "loss_rpn_loc": 0.07732685981318355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961455486753106, "mask_rcnn/false_negative": 0.09558326126187638, "mask_rcnn/false_positive": 0.10617585729319833, "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": 0.97376698278822, "total_loss": 0.7747992442455143}
{"data_time": 0.01802483550272882, "eta_seconds": 103279.31291352026, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27565854624678154, "fast_rcnn/fg_cls_accuracy": 0.7081897405426818, "iteration": 166759, "loss_box_reg": 0.22243327926844358, "loss_cls": 0.17616358399391174, "loss_mask": 0.23419111967086792, "loss_rpn_cls": 0.034526130417361856, "loss_rpn_loc": 0.06938881799578667, "lr": 0.0001, "mask_rcnn/accuracy": 0.912621330659587, "mask_rcnn/false_negative": 0.0785376594799482, "mask_rcnn/false_positive": 0.10287840327499598, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0183395680505782, "total_loss": 0.7140058222285006}
{"data_time": 0.015305628534406424, "eta_seconds": 103269.04837857466, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.28847736625514403, "fast_rcnn/fg_cls_accuracy": 0.6988034188034188, "iteration": 166779, "loss_box_reg": 0.2129610925912857, "loss_cls": 0.16986651718616486, "loss_mask": 0.22997862845659256, "loss_rpn_cls": 0.03174848109483719, "loss_rpn_loc": 0.08213928062468767, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031955464187698, "mask_rcnn/false_negative": 0.0895253512348473, "mask_rcnn/false_positive": 0.10980476421185698, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9858346786350012, "total_loss": 0.7154713404015638}
{"data_time": 0.01392765948548913, "eta_seconds": 103249.03887491673, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2985754985754986, "fast_rcnn/fg_cls_accuracy": 0.6987441130298273, "iteration": 166799, "loss_box_reg": 0.217608829960227, "loss_cls": 0.17382583674043417, "loss_mask": 0.23691426031291485, "loss_rpn_cls": 0.03563668054994196, "loss_rpn_loc": 0.07051333016715944, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948661126619648, "mask_rcnn/false_negative": 0.09114240204916799, "mask_rcnn/false_positive": 0.11789481829848751, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9777416065335274, "total_loss": 0.7326138633070514}
{"data_time": 0.01578827458433807, "eta_seconds": 103231.10060241073, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2948846430360994, "fast_rcnn/fg_cls_accuracy": 0.691563207143294, "iteration": 166819, "loss_box_reg": 0.229613633826375, "loss_cls": 0.18476579152047634, "loss_mask": 0.24835085310041904, "loss_rpn_cls": 0.030305352993309498, "loss_rpn_loc": 0.0784810435725376, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904131634736481, "mask_rcnn/false_negative": 0.09254676420585159, "mask_rcnn/false_positive": 0.12065895273726596, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0065971603617072, "total_loss": 0.761162590701133}
{"data_time": 0.0156918300781399, "eta_seconds": 103217.32117637992, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2720390114885528, "fast_rcnn/fg_cls_accuracy": 0.7025704603686255, "iteration": 166839, "loss_box_reg": 0.22524945251643658, "loss_cls": 0.1849364647641778, "loss_mask": 0.23014608770608902, "loss_rpn_cls": 0.02943962800782174, "loss_rpn_loc": 0.06989874644204974, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073616687404062, "mask_rcnn/false_negative": 0.07936986446948381, "mask_rcnn/false_positive": 0.0998302212267768, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.034450667211786, "total_loss": 0.7585849316092208}
{"data_time": 0.013093771180137992, "eta_seconds": 103165.57195066474, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29369649805447473, "fast_rcnn/fg_cls_accuracy": 0.6620749662710439, "iteration": 166859, "loss_box_reg": 0.22023584507405758, "loss_cls": 0.17426258977502584, "loss_mask": 0.22794691659510136, "loss_rpn_cls": 0.03415195498382673, "loss_rpn_loc": 0.06989388994406909, "lr": 0.0001, "mask_rcnn/accuracy": 0.907072878679311, "mask_rcnn/false_negative": 0.08398144775698878, "mask_rcnn/false_positive": 0.11380700546731146, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9658161837141961, "total_loss": 0.7364945982699282}
{"data_time": 0.016816197661682963, "eta_seconds": 103159.26721854135, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3023763853367434, "fast_rcnn/fg_cls_accuracy": 0.6310813462859386, "iteration": 166879, "loss_box_reg": 0.18914856016635895, "loss_cls": 0.16477259621024132, "loss_mask": 0.22328861244022846, "loss_rpn_cls": 0.027305259834975004, "loss_rpn_loc": 0.06983931176364422, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968283093949405, "mask_rcnn/false_negative": 0.0735874429316464, "mask_rcnn/false_positive": 0.12121152310331217, "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": 0.9735226922202855, "total_loss": 0.6867976436042227}
{"data_time": 0.022837046533823013, "eta_seconds": 103139.25960271154, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26933924254633357, "fast_rcnn/fg_cls_accuracy": 0.7055528637918631, "iteration": 166899, "loss_box_reg": 0.23878343030810356, "loss_cls": 0.2056028489023447, "loss_mask": 0.2435863744467497, "loss_rpn_cls": 0.03552875085733831, "loss_rpn_loc": 0.06861081160604954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017795324240316, "mask_rcnn/false_negative": 0.08494070314291963, "mask_rcnn/false_positive": 0.10984999502433679, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.996401958167553, "total_loss": 0.7945215734653175}
{"data_time": 0.01563325384631753, "eta_seconds": 103119.25198688172, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2949810606060606, "fast_rcnn/fg_cls_accuracy": 0.6892194976076556, "iteration": 166919, "loss_box_reg": 0.23914563842117786, "loss_cls": 0.19183415174484253, "loss_mask": 0.23405774496495724, "loss_rpn_cls": 0.03524202643893659, "loss_rpn_loc": 0.07277839886955917, "lr": 0.0001, "mask_rcnn/accuracy": 0.898535146714188, "mask_rcnn/false_negative": 0.07880986883393601, "mask_rcnn/false_positive": 0.10687164537303656, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.011193898273632, "total_loss": 0.8016126682050526}
{"data_time": 0.022343901684507728, "eta_seconds": 103085.55211591534, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30733045643527546, "fast_rcnn/fg_cls_accuracy": 0.6830320217416992, "iteration": 166939, "loss_box_reg": 0.2159237191081047, "loss_cls": 0.18432203494012356, "loss_mask": 0.23351464606821537, "loss_rpn_cls": 0.029098695871653035, "loss_rpn_loc": 0.0770841179182753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928157378199486, "mask_rcnn/false_negative": 0.08695588409291512, "mask_rcnn/false_positive": 0.11374467685617841, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0170029264409095, "total_loss": 0.7428768933750689}
{"data_time": 0.014904154231771827, "eta_seconds": 103040.50436004996, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3030901348811761, "fast_rcnn/fg_cls_accuracy": 0.6813661823199935, "iteration": 166959, "loss_box_reg": 0.21713561844080687, "loss_cls": 0.17380157113075256, "loss_mask": 0.250117938965559, "loss_rpn_cls": 0.03385672823060304, "loss_rpn_loc": 0.09639609325677156, "lr": 0.0001, "mask_rcnn/accuracy": 0.8875513846690362, "mask_rcnn/false_negative": 0.08912210228889075, "mask_rcnn/false_positive": 0.14340731187862388, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.96945715486072, "total_loss": 0.7892561010085046}
{"data_time": 0.018012885935604572, "eta_seconds": 103004.55865956377, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27935495254545795, "fast_rcnn/fg_cls_accuracy": 0.7060195044174339, "iteration": 166979, "loss_box_reg": 0.24521497264504433, "loss_cls": 0.186391637660563, "loss_mask": 0.24370845034718513, "loss_rpn_cls": 0.037456667923834175, "loss_rpn_loc": 0.0980155395809561, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924187409728584, "mask_rcnn/false_negative": 0.09848884242951667, "mask_rcnn/false_positive": 0.10700174823474026, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0169806878548115, "total_loss": 0.7960913844872266}
{"data_time": 0.01659914036281407, "eta_seconds": 102969.16017425247, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28996559708033015, "fast_rcnn/fg_cls_accuracy": 0.6906334258137626, "iteration": 166999, "loss_box_reg": 0.20427088113501668, "loss_cls": 0.15921257948502898, "loss_mask": 0.22268589213490486, "loss_rpn_cls": 0.034974434529431164, "loss_rpn_loc": 0.08133818442001939, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028896089828106, "mask_rcnn/false_negative": 0.08706914976364649, "mask_rcnn/false_positive": 0.10318758542352538, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9944415262434632, "total_loss": 0.6978008055593818}
{"data_time": 0.01678738626651466, "eta_seconds": 102964.56465503667, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3151152073732719, "fast_rcnn/fg_cls_accuracy": 0.6326320132013201, "iteration": 167019, "loss_box_reg": 0.194463811814785, "loss_cls": 0.15371840726584196, "loss_mask": 0.22849540039896965, "loss_rpn_cls": 0.03505938488524407, "loss_rpn_loc": 0.08540775626897812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993474581347097, "mask_rcnn/false_negative": 0.09461454494938415, "mask_rcnn/false_positive": 0.10412818303102392, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0148997700307518, "total_loss": 0.6940220199758187}
{"data_time": 0.015047126449644566, "eta_seconds": 102835.57782568038, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.33203258516577416, "fast_rcnn/fg_cls_accuracy": 0.6477464077233948, "iteration": 167039, "loss_box_reg": 0.22463781107217073, "loss_cls": 0.1877816952764988, "loss_mask": 0.24490289017558098, "loss_rpn_cls": 0.03140478138811886, "loss_rpn_loc": 0.07618360896594822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890675553758088, "mask_rcnn/false_negative": 0.1003521503431419, "mask_rcnn/false_positive": 0.10538568327374595, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9850173564627767, "total_loss": 0.7736911764368415}
{"data_time": 0.018252615351229906, "eta_seconds": 102924.57065050956, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32604703512825073, "fast_rcnn/fg_cls_accuracy": 0.648188343710135, "iteration": 167059, "loss_box_reg": 0.22061083652079105, "loss_cls": 0.19025707617402077, "loss_mask": 0.2411214504390955, "loss_rpn_cls": 0.03020592499524355, "loss_rpn_loc": 0.0730880806222558, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982567061340867, "mask_rcnn/false_negative": 0.09640526339303576, "mask_rcnn/false_positive": 0.1227771301195989, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0216216265689582, "total_loss": 0.7635398604907095}
{"data_time": 0.022518899524584413, "eta_seconds": 102904.573648246, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.31617261699326354, "fast_rcnn/fg_cls_accuracy": 0.6471595487510073, "iteration": 167079, "loss_box_reg": 0.2196942027658224, "loss_cls": 0.18848583102226257, "loss_mask": 0.22704832442104816, "loss_rpn_cls": 0.028502081986516714, "loss_rpn_loc": 0.07645071053411812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932015319805244, "mask_rcnn/false_negative": 0.09039949915373591, "mask_rcnn/false_positive": 0.11896456637667724, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0121685520280153, "total_loss": 0.7258329377509654}
{"data_time": 0.019448402803391218, "eta_seconds": 102869.19011583086, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2919407894736842, "fast_rcnn/fg_cls_accuracy": 0.6985820959944751, "iteration": 167099, "loss_box_reg": 0.21933485008776188, "loss_cls": 0.1745315808802843, "loss_mask": 0.23969469219446182, "loss_rpn_cls": 0.03612029226496816, "loss_rpn_loc": 0.0747726266272366, "lr": 0.0001, "mask_rcnn/accuracy": 0.900821139587638, "mask_rcnn/false_negative": 0.0931572086249934, "mask_rcnn/false_positive": 0.11096916164035626, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9925084277056158, "total_loss": 0.7541713853715919}
{"data_time": 0.013530677417293191, "eta_seconds": 102702.98991136253, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3116677641205736, "fast_rcnn/fg_cls_accuracy": 0.6551203581991456, "iteration": 167119, "loss_box_reg": 0.22461145743727684, "loss_cls": 0.16820703726261854, "loss_mask": 0.24785642884671688, "loss_rpn_cls": 0.04128675791434944, "loss_rpn_loc": 0.08443905133754015, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015009212177237, "mask_rcnn/false_negative": 0.0883294462770784, "mask_rcnn/false_positive": 0.10512616171396127, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9881202136166394, "total_loss": 0.776797924656421}
{"data_time": 0.01820751209743321, "eta_seconds": 102680.71142758243, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.337336850874757, "fast_rcnn/fg_cls_accuracy": 0.6437918441874619, "iteration": 167139, "loss_box_reg": 0.23301716148853302, "loss_cls": 0.1888366462662816, "loss_mask": 0.24992365576326847, "loss_rpn_cls": 0.03848160803318024, "loss_rpn_loc": 0.08150207111611962, "lr": 0.0001, "mask_rcnn/accuracy": 0.888572730305895, "mask_rcnn/false_negative": 0.09193636730519017, "mask_rcnn/false_positive": 0.13631445495121491, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 0.9980069629382342, "total_loss": 0.7785672913305461}
{"data_time": 0.013089761137962341, "eta_seconds": 102578.2391273696, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.25765306122448983, "fast_rcnn/fg_cls_accuracy": 0.7378288664863536, "iteration": 167159, "loss_box_reg": 0.21332184132188559, "loss_cls": 0.16525164432823658, "loss_mask": 0.222410311922431, "loss_rpn_cls": 0.03772278092219494, "loss_rpn_loc": 0.08037516288459301, "lr": 0.0001, "mask_rcnn/accuracy": 0.911712530159778, "mask_rcnn/false_negative": 0.08870880443749435, "mask_rcnn/false_positive": 0.08981467339365526, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9815441470127553, "total_loss": 0.7369703436270356}
{"data_time": 0.015383942518383265, "eta_seconds": 102535.37960031535, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2750439738267783, "fast_rcnn/fg_cls_accuracy": 0.6880078336597358, "iteration": 167179, "loss_box_reg": 0.21737906895577908, "loss_cls": 0.17842679005116224, "loss_mask": 0.2294297982007265, "loss_rpn_cls": 0.032825889298692346, "loss_rpn_loc": 0.06214267807081342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920976417025461, "mask_rcnn/false_negative": 0.10787551725582423, "mask_rcnn/false_positive": 0.104242793388832, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0088557929266244, "total_loss": 0.7326845418429002}
{"data_time": 0.016439866507425904, "eta_seconds": 102592.81652309, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.33055555555555555, "fast_rcnn/fg_cls_accuracy": 0.6346660236315409, "iteration": 167199, "loss_box_reg": 0.2185815591365099, "loss_cls": 0.1779378354549408, "loss_mask": 0.23851611465215683, "loss_rpn_cls": 0.029233814915642142, "loss_rpn_loc": 0.060692825238220394, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926345210058904, "mask_rcnn/false_negative": 0.08749528794374747, "mask_rcnn/false_positive": 0.12141984624402194, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0468852675985545, "total_loss": 0.7398275204468518}
{"data_time": 0.011903615202754736, "eta_seconds": 102495.49032601062, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29262844378257635, "fast_rcnn/fg_cls_accuracy": 0.6199017199017198, "iteration": 167219, "loss_box_reg": 0.19267537165433168, "loss_cls": 0.16618139389902353, "loss_mask": 0.23292916268110275, "loss_rpn_cls": 0.028295605850871652, "loss_rpn_loc": 0.06738135771593079, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050083863922509, "mask_rcnn/false_negative": 0.0857211366216292, "mask_rcnn/false_positive": 0.09814635102719875, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9916799927596003, "total_loss": 0.6770959684508853}
{"data_time": 0.014833864290267229, "eta_seconds": 102442.6921694912, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2560232324680912, "fast_rcnn/fg_cls_accuracy": 0.6971236880563305, "iteration": 167239, "loss_box_reg": 0.2014235369861126, "loss_cls": 0.17681974079459906, "loss_mask": 0.23395472019910812, "loss_rpn_cls": 0.03300747345201671, "loss_rpn_loc": 0.06825192552059889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966759690649595, "mask_rcnn/false_negative": 0.0767270872145242, "mask_rcnn/false_positive": 0.12922438352944415, "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": 0.9630845501087606, "total_loss": 0.7115825560176745}
{"data_time": 0.015871003735810518, "eta_seconds": 102422.75392656215, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6642497603068073, "iteration": 167259, "loss_box_reg": 0.2031686007976532, "loss_cls": 0.17596343904733658, "loss_mask": 0.23264227248728275, "loss_rpn_cls": 0.033533587818965316, "loss_rpn_loc": 0.06970172957517207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894998177842566, "mask_rcnn/false_negative": 0.09209977194892299, "mask_rcnn/false_positive": 0.11067115531917998, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0013876566663384, "total_loss": 0.7160145253874362}
{"data_time": 0.017767337383702397, "eta_seconds": 102393.67018572986, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3032291137573603, "fast_rcnn/fg_cls_accuracy": 0.678046421663443, "iteration": 167279, "loss_box_reg": 0.22462513856589794, "loss_cls": 0.168238190934062, "loss_mask": 0.24617663025856018, "loss_rpn_cls": 0.03674619388766587, "loss_rpn_loc": 0.07971743494272232, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968112684463809, "mask_rcnn/false_negative": 0.09227121705121635, "mask_rcnn/false_positive": 0.10943199268163667, "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": 0.9943288308568299, "total_loss": 0.7624949386809021}
{"data_time": 0.01810205401852727, "eta_seconds": 102415.71177740116, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.278797179051848, "fast_rcnn/fg_cls_accuracy": 0.7053248587570622, "iteration": 167299, "loss_box_reg": 0.19554900657385588, "loss_cls": 0.15739984437823296, "loss_mask": 0.225688599050045, "loss_rpn_cls": 0.035698965075425804, "loss_rpn_loc": 0.07470910996198654, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044956420068027, "mask_rcnn/false_negative": 0.0927137827893607, "mask_rcnn/false_positive": 0.11675561835287346, "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": 0.9999464973807335, "total_loss": 0.6969548832857981}
{"data_time": 0.020831175846979022, "eta_seconds": 102310.30816081911, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2986106893410264, "fast_rcnn/fg_cls_accuracy": 0.6747459489151332, "iteration": 167319, "loss_box_reg": 0.22517130337655544, "loss_cls": 0.1751863183453679, "loss_mask": 0.24479468911886215, "loss_rpn_cls": 0.02763968030922115, "loss_rpn_loc": 0.07386083621531725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990892409595417, "mask_rcnn/false_negative": 0.09047483237373873, "mask_rcnn/false_positive": 0.1174684686745816, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.965376032050699, "total_loss": 0.7573227358516306}
{"data_time": 0.01545965950936079, "eta_seconds": 102290.3801693581, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.287809167233946, "fast_rcnn/fg_cls_accuracy": 0.6859019128545376, "iteration": 167339, "loss_box_reg": 0.2003369308076799, "loss_cls": 0.16519065015017986, "loss_mask": 0.22828019596636295, "loss_rpn_cls": 0.03373232757439837, "loss_rpn_loc": 0.06394725132849999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985549342316062, "mask_rcnn/false_negative": 0.09042375131085795, "mask_rcnn/false_positive": 0.11049800906274969, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0105689365882427, "total_loss": 0.6955944971414283}
{"data_time": 0.019637593999505043, "eta_seconds": 102340.9053122066, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3406473586200137, "fast_rcnn/fg_cls_accuracy": 0.6519185231165368, "iteration": 167359, "loss_box_reg": 0.20416373014450073, "loss_cls": 0.16427986603230238, "loss_mask": 0.22690985538065434, "loss_rpn_cls": 0.0372277902206406, "loss_rpn_loc": 0.06305305776186287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924276160871638, "mask_rcnn/false_negative": 0.08607519965050417, "mask_rcnn/false_positive": 0.1133779117968494, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.015613219467923, "total_loss": 0.7279747347347438}
{"data_time": 0.01539245038293302, "eta_seconds": 102264.48101888876, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3396624472573839, "fast_rcnn/fg_cls_accuracy": 0.6404249871991807, "iteration": 167379, "loss_box_reg": 0.18630756437778473, "loss_cls": 0.1557128862477839, "loss_mask": 0.2331879585981369, "loss_rpn_cls": 0.032949385000392795, "loss_rpn_loc": 0.05685951397754252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901704871283284, "mask_rcnn/false_negative": 0.08981786327590033, "mask_rcnn/false_positive": 0.11383399214961805, "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": 0.9553220653906465, "total_loss": 0.6908606973011047}
{"data_time": 0.01562655810266733, "eta_seconds": 102257.63048557565, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28019323671497587, "fast_rcnn/fg_cls_accuracy": 0.7131211180124224, "iteration": 167399, "loss_box_reg": 0.2272346206009388, "loss_cls": 0.19904745370149612, "loss_mask": 0.2396541740745306, "loss_rpn_cls": 0.0361315329791978, "loss_rpn_loc": 0.07044826401397586, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079167905659196, "mask_rcnn/false_negative": 0.0864101956709071, "mask_rcnn/false_positive": 0.10211330525338275, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0005179264117032, "total_loss": 0.7821534569375217}
{"data_time": 0.014747455017641187, "eta_seconds": 102349.07040832099, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2688797814207651, "fast_rcnn/fg_cls_accuracy": 0.6857658890168972, "iteration": 167419, "loss_box_reg": 0.206276866607368, "loss_cls": 0.17375187017023563, "loss_mask": 0.2421200145035982, "loss_rpn_cls": 0.03366779675707221, "loss_rpn_loc": 0.0838173667434603, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042188112448455, "mask_rcnn/false_negative": 0.0852811585687247, "mask_rcnn/false_positive": 0.10032357306075536, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0167427468113601, "total_loss": 0.7403506657574326}
{"data_time": 0.016579083167016506, "eta_seconds": 102373.3880443126, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2726868541216054, "fast_rcnn/fg_cls_accuracy": 0.7097060873605947, "iteration": 167439, "loss_box_reg": 0.2007647231221199, "loss_cls": 0.17316302377730608, "loss_mask": 0.23111772537231445, "loss_rpn_cls": 0.03197822149377316, "loss_rpn_loc": 0.07574191014282405, "lr": 0.0001, "mask_rcnn/accuracy": 0.9098082414784096, "mask_rcnn/false_negative": 0.08092016233688196, "mask_rcnn/false_positive": 0.09187876961093096, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9972648345865309, "total_loss": 0.7343103216262534}
{"data_time": 0.02612788090482354, "eta_seconds": 102437.49321643263, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2758995242185951, "fast_rcnn/fg_cls_accuracy": 0.6939645341544076, "iteration": 167459, "loss_box_reg": 0.19324936345219612, "loss_cls": 0.15096804033964872, "loss_mask": 0.22908899188041687, "loss_rpn_cls": 0.030329521629028022, "loss_rpn_loc": 0.06472314288839698, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097314151690954, "mask_rcnn/false_negative": 0.07808579742139271, "mask_rcnn/false_positive": 0.09876484707415739, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.030038916040212, "total_loss": 0.6909572634613141}
{"data_time": 0.021524426294490695, "eta_seconds": 102427.29008808732, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.32736814135777864, "fast_rcnn/fg_cls_accuracy": 0.6539426523297491, "iteration": 167479, "loss_box_reg": 0.21618211641907692, "loss_cls": 0.17486012820154428, "loss_mask": 0.23285656981170177, "loss_rpn_cls": 0.03373586293309927, "loss_rpn_loc": 0.06927542458288372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982283866769312, "mask_rcnn/false_negative": 0.09655454690539743, "mask_rcnn/false_positive": 0.1122836168523198, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0139227614272386, "total_loss": 0.727374471956864}
{"data_time": 0.025672550778836012, "eta_seconds": 102407.30817429721, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.267775974960012, "fast_rcnn/fg_cls_accuracy": 0.6850757494359085, "iteration": 167499, "loss_box_reg": 0.2008980456739664, "loss_cls": 0.15411271154880524, "loss_mask": 0.23050026409327984, "loss_rpn_cls": 0.03140088415239006, "loss_rpn_loc": 0.07614056346938014, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039867735814865, "mask_rcnn/false_negative": 0.08074836063083618, "mask_rcnn/false_positive": 0.10777699661329085, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0061921139713377, "total_loss": 0.6869429767248221}
{"data_time": 0.01700514298863709, "eta_seconds": 102418.26366908848, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3225675978038244, "fast_rcnn/fg_cls_accuracy": 0.6565735446003476, "iteration": 167519, "loss_box_reg": 0.2258455315604806, "loss_cls": 0.1713876286521554, "loss_mask": 0.23154093325138092, "loss_rpn_cls": 0.03033688699360937, "loss_rpn_loc": 0.0850454734172672, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051926818657128, "mask_rcnn/false_negative": 0.08598968857553069, "mask_rcnn/false_positive": 0.1086556002937791, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0042368569411337, "total_loss": 0.7389776144409552}
{"data_time": 0.018150892108678818, "eta_seconds": 102379.38636301551, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.28214656756972745, "fast_rcnn/fg_cls_accuracy": 0.6892031735081062, "iteration": 167539, "loss_box_reg": 0.21609894093126059, "loss_cls": 0.17687505343928933, "loss_mask": 0.2329266257584095, "loss_rpn_cls": 0.02998858317732811, "loss_rpn_loc": 0.07131132681388408, "lr": 0.0001, "mask_rcnn/accuracy": 0.901532393041355, "mask_rcnn/false_negative": 0.08004317445706152, "mask_rcnn/false_positive": 0.12208239959512737, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9951029205694795, "total_loss": 0.7237810938386247}
{"data_time": 0.019551668548956513, "eta_seconds": 102347.3624329269, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.27106292214717387, "fast_rcnn/fg_cls_accuracy": 0.6981975831228238, "iteration": 167559, "loss_box_reg": 0.21338968351483345, "loss_cls": 0.17452031467109919, "loss_mask": 0.2350448165088892, "loss_rpn_cls": 0.030721221351996064, "loss_rpn_loc": 0.06719335168600082, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028911962275266, "mask_rcnn/false_negative": 0.07456376076541796, "mask_rcnn/false_positive": 0.106207306680575, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0049607632681727, "total_loss": 0.713877146714367}
{"data_time": 0.020567416911944747, "eta_seconds": 102376.04271822609, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2915929203539823, "fast_rcnn/fg_cls_accuracy": 0.6962398067049229, "iteration": 167579, "loss_box_reg": 0.1914269644767046, "loss_cls": 0.1621613905299455, "loss_mask": 0.23978423699736595, "loss_rpn_cls": 0.032856475561857224, "loss_rpn_loc": 0.08241410972550511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967420591988555, "mask_rcnn/false_negative": 0.08977938395455393, "mask_rcnn/false_positive": 0.11188972330292446, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0050363750196993, "total_loss": 0.7090607213322073}
{"data_time": 0.01782714598812163, "eta_seconds": 102338.31186294556, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2511828753847908, "fast_rcnn/fg_cls_accuracy": 0.7013324513324513, "iteration": 167599, "loss_box_reg": 0.2061278773471713, "loss_cls": 0.16191888134926558, "loss_mask": 0.2351943850517273, "loss_rpn_cls": 0.03527259321708698, "loss_rpn_loc": 0.08492411253973842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983332192557951, "mask_rcnn/false_negative": 0.09518813927376057, "mask_rcnn/false_positive": 0.09803493444666289, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9875536949839443, "total_loss": 0.7329349669307703}
{"data_time": 0.013273271499201655, "eta_seconds": 102318.32391140983, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.25860465116279074, "fast_rcnn/fg_cls_accuracy": 0.7101881720430108, "iteration": 167619, "loss_box_reg": 0.19907741621136665, "loss_cls": 0.17142972815781832, "loss_mask": 0.22934058494865894, "loss_rpn_cls": 0.035754057695157826, "loss_rpn_loc": 0.07194289553444833, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007743959652827, "mask_rcnn/false_negative": 0.08902571373677517, "mask_rcnn/false_positive": 0.09889053613695338, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0129666228313, "total_loss": 0.6795748835429549}
{"data_time": 0.02075397316366434, "eta_seconds": 102298.3359598741, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2745995423340961, "fast_rcnn/fg_cls_accuracy": 0.7089530892448512, "iteration": 167639, "loss_box_reg": 0.20745228976011276, "loss_cls": 0.1657422725111246, "loss_mask": 0.23491904698312283, "loss_rpn_cls": 0.028478033491410315, "loss_rpn_loc": 0.06509752687998116, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070787575599153, "mask_rcnn/false_negative": 0.08473278152999296, "mask_rcnn/false_positive": 0.104810404703991, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0084908246062696, "total_loss": 0.6999384608352557}
{"data_time": 0.016893615713343024, "eta_seconds": 102351.13126939628, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28790148382124675, "fast_rcnn/fg_cls_accuracy": 0.6806943056943058, "iteration": 167659, "loss_box_reg": 0.21914105210453272, "loss_cls": 0.16965968906879425, "loss_mask": 0.2370224203914404, "loss_rpn_cls": 0.0324259934714064, "loss_rpn_loc": 0.08252300834283233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941070679739607, "mask_rcnn/false_negative": 0.08841631785911593, "mask_rcnn/false_positive": 0.12360771527623728, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0083890086971223, "total_loss": 0.7480671787634492}
{"data_time": 0.017517744097858667, "eta_seconds": 102284.79467177764, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.28972868217054265, "fast_rcnn/fg_cls_accuracy": 0.6599415334189662, "iteration": 167679, "loss_box_reg": 0.23382629361003637, "loss_cls": 0.1796217244118452, "loss_mask": 0.2357221134006977, "loss_rpn_cls": 0.033257922856137156, "loss_rpn_loc": 0.07448396534891799, "lr": 0.0001, "mask_rcnn/accuracy": 0.895202956648917, "mask_rcnn/false_negative": 0.08769854247333982, "mask_rcnn/false_positive": 0.11662943309590093, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9764951930847019, "total_loss": 0.7613551299727987}
{"data_time": 0.018399412743747234, "eta_seconds": 102238.3721052669, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3319835277968428, "fast_rcnn/fg_cls_accuracy": 0.6391507316635245, "iteration": 167699, "loss_box_reg": 0.22530690021812916, "loss_cls": 0.19286179542541504, "loss_mask": 0.2486210074275732, "loss_rpn_cls": 0.032541614724323153, "loss_rpn_loc": 0.08397903060540557, "lr": 0.0001, "mask_rcnn/accuracy": 0.893052595929074, "mask_rcnn/false_negative": 0.09316348365839566, "mask_rcnn/false_positive": 0.1241497480267163, "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": 1.0012435838580132, "total_loss": 0.8119758652755991}
{"data_time": 0.02144595212303102, "eta_seconds": 102269.17112077586, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3234617020744188, "fast_rcnn/fg_cls_accuracy": 0.6518885395916334, "iteration": 167719, "loss_box_reg": 0.22163035348057747, "loss_cls": 0.1685952413827181, "loss_mask": 0.2359975203871727, "loss_rpn_cls": 0.029294465319253504, "loss_rpn_loc": 0.06595870613818988, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965650733977801, "mask_rcnn/false_negative": 0.09060302635569242, "mask_rcnn/false_positive": 0.11094848161044138, "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": 1.0100370754953474, "total_loss": 0.7118468947010115}
{"data_time": 0.01590874046087265, "eta_seconds": 102249.17323827278, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.2855462184873949, "fast_rcnn/fg_cls_accuracy": 0.6879071883530482, "iteration": 167739, "loss_box_reg": 0.21172058675438166, "loss_cls": 0.16949469316750765, "loss_mask": 0.2442741934210062, "loss_rpn_cls": 0.03449686081148684, "loss_rpn_loc": 0.0688332689460367, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012011054421769, "mask_rcnn/false_negative": 0.08394132556400744, "mask_rcnn/false_positive": 0.11368061437802887, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9835200882516801, "total_loss": 0.7507626250153407}
{"data_time": 0.021099440287798643, "eta_seconds": 102203.95930431783, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.248952265020433, "fast_rcnn/fg_cls_accuracy": 0.741613772715416, "iteration": 167759, "loss_box_reg": 0.2171888630837202, "loss_cls": 0.16218101466074586, "loss_mask": 0.24179155565798283, "loss_rpn_cls": 0.03181096795015037, "loss_rpn_loc": 0.07789428858086467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962977123654092, "mask_rcnn/false_negative": 0.09699606096102656, "mask_rcnn/false_positive": 0.10921246546699181, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.988851655041799, "total_loss": 0.7350859323050827}
{"data_time": 0.016371103934943676, "eta_seconds": 102202.95745195355, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2967044090639596, "fast_rcnn/fg_cls_accuracy": 0.6682640267003428, "iteration": 167779, "loss_box_reg": 0.21757707186043262, "loss_cls": 0.1810472533106804, "loss_mask": 0.23955236189067364, "loss_rpn_cls": 0.026952329673804343, "loss_rpn_loc": 0.08079334581270814, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964655909241916, "mask_rcnn/false_negative": 0.08779042828725912, "mask_rcnn/false_positive": 0.11249628098216799, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9922907464206219, "total_loss": 0.756090403534472}
{"data_time": 0.015204082010313869, "eta_seconds": 102211.11604194157, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2998494790961981, "fast_rcnn/fg_cls_accuracy": 0.6822951365756162, "iteration": 167799, "loss_box_reg": 0.22675440460443497, "loss_cls": 0.1875503659248352, "loss_mask": 0.2369362860918045, "loss_rpn_cls": 0.031319444125983864, "loss_rpn_loc": 0.07756644510664046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959096215628329, "mask_rcnn/false_negative": 0.0957966700706175, "mask_rcnn/false_positive": 0.10941188000722096, "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": 1.0047242150176316, "total_loss": 0.7825060026952997}
{"data_time": 0.02460074587725103, "eta_seconds": 102162.96412092168, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2858363309352518, "fast_rcnn/fg_cls_accuracy": 0.6692395050125313, "iteration": 167819, "loss_box_reg": 0.22670570202171803, "loss_cls": 0.1856190599501133, "loss_mask": 0.24016677029430866, "loss_rpn_cls": 0.03548692853655666, "loss_rpn_loc": 0.08290600962936878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928858305195835, "mask_rcnn/false_negative": 0.10982798679561515, "mask_rcnn/false_positive": 0.11145138162094018, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.9858295449521393, "total_loss": 0.7755937392357737}
{"data_time": 0.016513379057869315, "eta_seconds": 102123.98750517517, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28548663540943664, "fast_rcnn/fg_cls_accuracy": 0.6963848746479524, "iteration": 167839, "loss_box_reg": 0.2023682054132223, "loss_cls": 0.16410724725574255, "loss_mask": 0.22938360646367073, "loss_rpn_cls": 0.03360376670025289, "loss_rpn_loc": 0.07041996065527201, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006311892274866, "mask_rcnn/false_negative": 0.08780235955103613, "mask_rcnn/false_positive": 0.10733374855618943, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.027257492300123, "total_loss": 0.7117483241017908}
{"data_time": 0.013888525078073144, "eta_seconds": 102103.99455538951, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3065163881331779, "fast_rcnn/fg_cls_accuracy": 0.641616887718943, "iteration": 167859, "loss_box_reg": 0.20835686475038528, "loss_cls": 0.16193355433642864, "loss_mask": 0.23334220796823502, "loss_rpn_cls": 0.03318597259931266, "loss_rpn_loc": 0.07893547136336565, "lr": 0.0001, "mask_rcnn/accuracy": 0.902329152502143, "mask_rcnn/false_negative": 0.0849518885899948, "mask_rcnn/false_positive": 0.11623226722350849, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.992860454833135, "total_loss": 0.7493252861313522}
{"data_time": 0.02067752811126411, "eta_seconds": 102109.18806075118, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3209621703597607, "fast_rcnn/fg_cls_accuracy": 0.6625022234778333, "iteration": 167879, "loss_box_reg": 0.2093953639268875, "loss_cls": 0.1686286733020097, "loss_mask": 0.2351368386298418, "loss_rpn_cls": 0.033158559119328856, "loss_rpn_loc": 0.07415293448138982, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010520361298295, "mask_rcnn/false_negative": 0.09480670726412314, "mask_rcnn/false_positive": 0.09721456321683122, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0054870604071766, "total_loss": 0.7330139643745497}
{"data_time": 0.017264741705730557, "eta_seconds": 102019.6696043713, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3078009489131634, "fast_rcnn/fg_cls_accuracy": 0.6737228746798125, "iteration": 167899, "loss_box_reg": 0.22126999031752348, "loss_cls": 0.1943947644904256, "loss_mask": 0.2409594003111124, "loss_rpn_cls": 0.033109721378423274, "loss_rpn_loc": 0.07035569963045418, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984053936058821, "mask_rcnn/false_negative": 0.08724897976689301, "mask_rcnn/false_positive": 0.12147944611325573, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9686838199850172, "total_loss": 0.7827925584279001}
{"data_time": 0.015644286293536425, "eta_seconds": 101977.95306742191, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29429749715585896, "fast_rcnn/fg_cls_accuracy": 0.6539025777671328, "iteration": 167919, "loss_box_reg": 0.21307755634188652, "loss_cls": 0.17264078371226788, "loss_mask": 0.24085263162851334, "loss_rpn_cls": 0.03233960550278425, "loss_rpn_loc": 0.07313944143243134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995433400632981, "mask_rcnn/false_negative": 0.08541367404673514, "mask_rcnn/false_positive": 0.11328574325243959, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9956005450803787, "total_loss": 0.7344457156723365}
{"data_time": 0.01473917136900127, "eta_seconds": 101920.66446464974, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2790098988571613, "fast_rcnn/fg_cls_accuracy": 0.6901356652500817, "iteration": 167939, "loss_box_reg": 0.2192795816808939, "loss_cls": 0.16927572898566723, "loss_mask": 0.24129527620971203, "loss_rpn_cls": 0.033632704173214734, "loss_rpn_loc": 0.08572219091001898, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876928649749374, "mask_rcnn/false_negative": 0.09137976910880062, "mask_rcnn/false_positive": 0.1261750320755171, "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": 1.006304535549134, "total_loss": 0.7485307925380766}
{"data_time": 0.020014746114611626, "eta_seconds": 102004.02980646119, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.25730887854303236, "fast_rcnn/fg_cls_accuracy": 0.7333628969673759, "iteration": 167959, "loss_box_reg": 0.21950726583600044, "loss_cls": 0.17804557643830776, "loss_mask": 0.24605945870280266, "loss_rpn_cls": 0.03402543821721338, "loss_rpn_loc": 0.0746795441955328, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029373410706136, "mask_rcnn/false_negative": 0.09480145091917426, "mask_rcnn/false_positive": 0.11069059580310714, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.043481401866302, "total_loss": 0.7472600605105981}
{"data_time": 0.019821039400994778, "eta_seconds": 102016.38521028683, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29301637060257746, "fast_rcnn/fg_cls_accuracy": 0.6844636047090035, "iteration": 167979, "loss_box_reg": 0.21787780709564686, "loss_cls": 0.17685898393392563, "loss_mask": 0.23456211388111115, "loss_rpn_cls": 0.03176471765618771, "loss_rpn_loc": 0.07406627596355975, "lr": 0.0001, "mask_rcnn/accuracy": 0.897254689741732, "mask_rcnn/false_negative": 0.08381609576374571, "mask_rcnn/false_positive": 0.11333429715176577, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0257542082108557, "total_loss": 0.7253072969615459}
{"data_time": 0.01502114674076438, "eta_seconds": 102011.09428843483, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.277073732718894, "fast_rcnn/fg_cls_accuracy": 0.6916167014250956, "iteration": 167999, "loss_box_reg": 0.21912259235978127, "loss_cls": 0.16513618547469378, "loss_mask": 0.22926109842956066, "loss_rpn_cls": 0.03376912965904921, "loss_rpn_loc": 0.08775795926339924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923367292957269, "mask_rcnn/false_negative": 0.09272411416222272, "mask_rcnn/false_positive": 0.1252854260642155, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.0055597450118512, "total_loss": 0.7541311415843666}
{"data_time": 0.016607588855549693, "eta_seconds": 101991.09211308416, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.305518532622493, "fast_rcnn/fg_cls_accuracy": 0.6864686468646864, "iteration": 168019, "loss_box_reg": 0.2010018196888268, "loss_cls": 0.16681136097759008, "loss_mask": 0.2313337605446577, "loss_rpn_cls": 0.03328590514138341, "loss_rpn_loc": 0.08304492780007422, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045359264753399, "mask_rcnn/false_negative": 0.08383535683333848, "mask_rcnn/false_positive": 0.11228366217024095, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0111101111397147, "total_loss": 0.7112874168669805}
{"data_time": 0.015231800498440862, "eta_seconds": 101989.00519393384, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2520789690852536, "fast_rcnn/fg_cls_accuracy": 0.7039124668435013, "iteration": 168039, "loss_box_reg": 0.20282165287062526, "loss_cls": 0.16145617328584194, "loss_mask": 0.2356008244678378, "loss_rpn_cls": 0.030097919516265392, "loss_rpn_loc": 0.07064271927811205, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029470788884422, "mask_rcnn/false_negative": 0.07724328368203973, "mask_rcnn/false_positive": 0.11246255860426838, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9933205859269947, "total_loss": 0.694316373555921}
{"data_time": 0.016944548347964883, "eta_seconds": 101937.63820191845, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3187472069119619, "fast_rcnn/fg_cls_accuracy": 0.6597902940703841, "iteration": 168059, "loss_box_reg": 0.22869217582046986, "loss_cls": 0.1817501848563552, "loss_mask": 0.22700919769704342, "loss_rpn_cls": 0.03880467149429023, "loss_rpn_loc": 0.06957869220059365, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937591073672069, "mask_rcnn/false_negative": 0.10509235716242143, "mask_rcnn/false_positive": 0.11419426790962485, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9832496182061732, "total_loss": 0.7312020431854762}
{"data_time": 0.020259404089301825, "eta_seconds": 101931.08558703214, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28872198138253186, "fast_rcnn/fg_cls_accuracy": 0.6859655891851725, "iteration": 168079, "loss_box_reg": 0.20625774282962084, "loss_cls": 0.1594139514490962, "loss_mask": 0.23413477092981339, "loss_rpn_cls": 0.032349949586205184, "loss_rpn_loc": 0.05913053825497627, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005201354681438, "mask_rcnn/false_negative": 0.0880203567809582, "mask_rcnn/false_positive": 0.11311187021987934, "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": 1.0221101925708354, "total_loss": 0.7293840628117323}
{"data_time": 0.0156078040599823, "eta_seconds": 101899.60727274884, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.27172319327082606, "fast_rcnn/fg_cls_accuracy": 0.6510369175375839, "iteration": 168099, "loss_box_reg": 0.23185714706778526, "loss_cls": 0.19198455102741718, "loss_mask": 0.24763027392327785, "loss_rpn_cls": 0.0332067227573134, "loss_rpn_loc": 0.07149271946400404, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997821271816808, "mask_rcnn/false_negative": 0.09620692430275016, "mask_rcnn/false_positive": 0.10803415360183052, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9840861898846924, "total_loss": 0.7820221837610006}
{"data_time": 0.018184394109994173, "eta_seconds": 101908.98243583739, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.35225968436154953, "fast_rcnn/fg_cls_accuracy": 0.6252494180246093, "iteration": 168119, "loss_box_reg": 0.2005170676857233, "loss_cls": 0.17489457968622446, "loss_mask": 0.23001095093786716, "loss_rpn_cls": 0.03435426112264395, "loss_rpn_loc": 0.07426844397559762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918352906483613, "mask_rcnn/false_negative": 0.08666325958078575, "mask_rcnn/false_positive": 0.11785822093073434, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0281220865435898, "total_loss": 0.7115649254410528}
{"data_time": 0.016752320108935237, "eta_seconds": 101871.07906098012, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32039996506855295, "fast_rcnn/fg_cls_accuracy": 0.6593743206655995, "iteration": 168139, "loss_box_reg": 0.20148520730435848, "loss_cls": 0.17286644782871008, "loss_mask": 0.22189031541347504, "loss_rpn_cls": 0.037502206629142165, "loss_rpn_loc": 0.07677624962525442, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053417262416708, "mask_rcnn/false_negative": 0.08902860432040355, "mask_rcnn/false_positive": 0.12711258156133326, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9948647522833198, "total_loss": 0.7044810717925429}
{"data_time": 0.019711800385266542, "eta_seconds": 101823.02080715075, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2833548240291262, "fast_rcnn/fg_cls_accuracy": 0.700072057038835, "iteration": 168159, "loss_box_reg": 0.18427408766001463, "loss_cls": 0.1579078771173954, "loss_mask": 0.23919343017041683, "loss_rpn_cls": 0.03009891416877508, "loss_rpn_loc": 0.06177654373459518, "lr": 0.0001, "mask_rcnn/accuracy": 0.9118710866888475, "mask_rcnn/false_negative": 0.07964021068384988, "mask_rcnn/false_positive": 0.09712033812264671, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9368602375034243, "total_loss": 0.688784884638153}
{"data_time": 0.014490823028609157, "eta_seconds": 101756.09358315356, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2811596710132705, "fast_rcnn/fg_cls_accuracy": 0.7000010428398615, "iteration": 168179, "loss_box_reg": 0.21652207523584366, "loss_cls": 0.18634124286472797, "loss_mask": 0.24138681031763554, "loss_rpn_cls": 0.03625923860818148, "loss_rpn_loc": 0.06690517719835043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951362415195085, "mask_rcnn/false_negative": 0.09678192078771497, "mask_rcnn/false_positive": 0.1174544495389637, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9814965124242008, "total_loss": 0.757382600218989}
{"data_time": 0.01773922936990857, "eta_seconds": 101715.21709095687, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2851472572834802, "fast_rcnn/fg_cls_accuracy": 0.6419854595810974, "iteration": 168199, "loss_box_reg": 0.21445237286388874, "loss_cls": 0.1676163268275559, "loss_mask": 0.2288461346179247, "loss_rpn_cls": 0.027168951695784926, "loss_rpn_loc": 0.06783035164698958, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025489445023317, "mask_rcnn/false_negative": 0.09621457689690659, "mask_rcnn/false_positive": 0.11197377922919087, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0192285287193954, "total_loss": 0.7185541760409251}
{"data_time": 0.013914621900767088, "eta_seconds": 101744.12145924754, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.351078799249531, "fast_rcnn/fg_cls_accuracy": 0.6314655172413793, "iteration": 168219, "loss_box_reg": 0.2153483722358942, "loss_cls": 0.17998561169952154, "loss_mask": 0.23972906358540058, "loss_rpn_cls": 0.03719161869958043, "loss_rpn_loc": 0.08159348461776972, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962139738562999, "mask_rcnn/false_negative": 0.10212374320904441, "mask_rcnn/false_positive": 0.107827283527927, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.02829161263071, "total_loss": 0.7671449924819171}
{"data_time": 0.014364487957209349, "eta_seconds": 101771.06818422675, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30077912854576594, "fast_rcnn/fg_cls_accuracy": 0.6535748074064063, "iteration": 168239, "loss_box_reg": 0.22567489556968212, "loss_cls": 0.18339580669999123, "loss_mask": 0.23345938697457314, "loss_rpn_cls": 0.03576372191309929, "loss_rpn_loc": 0.07691165339201689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984062510085742, "mask_rcnn/false_negative": 0.08280761546820395, "mask_rcnn/false_positive": 0.1223857743644905, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0107492441311479, "total_loss": 0.7913113451795653}
{"data_time": 0.014911931939423084, "eta_seconds": 101739.60788939614, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.320496291675331, "fast_rcnn/fg_cls_accuracy": 0.6528138528138527, "iteration": 168259, "loss_box_reg": 0.21845178678631783, "loss_cls": 0.17911195755004883, "loss_mask": 0.24135616794228554, "loss_rpn_cls": 0.027658289181999862, "loss_rpn_loc": 0.0683011383516714, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994636363726487, "mask_rcnn/false_negative": 0.08552288232118688, "mask_rcnn/false_positive": 0.13448322345540387, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9868227851111442, "total_loss": 0.7372518026968464}
{"data_time": 0.015491318423300982, "eta_seconds": 101719.60796647705, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2695248715599984, "fast_rcnn/fg_cls_accuracy": 0.686186974789916, "iteration": 168279, "loss_box_reg": 0.20489376038312912, "loss_cls": 0.17498527048155665, "loss_mask": 0.21683771535754204, "loss_rpn_cls": 0.02869157784152776, "loss_rpn_loc": 0.06758270133286715, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034749644653846, "mask_rcnn/false_negative": 0.08436549462247962, "mask_rcnn/false_positive": 0.09766616609065377, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.01056366157718, "total_loss": 0.727283199550584}
{"data_time": 0.014688261086121202, "eta_seconds": 101696.79125177208, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31924715909090906, "fast_rcnn/fg_cls_accuracy": 0.6484980620155039, "iteration": 168299, "loss_box_reg": 0.20715434849262238, "loss_cls": 0.17012625467032194, "loss_mask": 0.23925908841192722, "loss_rpn_cls": 0.031101798871532083, "loss_rpn_loc": 0.07245601108297706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997065670206336, "mask_rcnn/false_negative": 0.10181899780970691, "mask_rcnn/false_positive": 0.12206769763418213, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9872013085987419, "total_loss": 0.7161893227603287}
{"data_time": 0.012772789923474193, "eta_seconds": 101685.81284957007, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3278717379658682, "fast_rcnn/fg_cls_accuracy": 0.6485638699924414, "iteration": 168319, "loss_box_reg": 0.21268342342227697, "loss_cls": 0.1714557446539402, "loss_mask": 0.246552512049675, "loss_rpn_cls": 0.03092325187753886, "loss_rpn_loc": 0.0718440511263907, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876604050711194, "mask_rcnn/false_negative": 0.09890500740526259, "mask_rcnn/false_positive": 0.1208099863282139, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.980257939081639, "total_loss": 0.7586053742561489}
{"data_time": 0.019092897418886423, "eta_seconds": 101673.16446667071, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31599431734098915, "fast_rcnn/fg_cls_accuracy": 0.6767930137495355, "iteration": 168339, "loss_box_reg": 0.2142953658476472, "loss_cls": 0.1764501603320241, "loss_mask": 0.24685891903936863, "loss_rpn_cls": 0.03191507676092442, "loss_rpn_loc": 0.07902317913249135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966844557852931, "mask_rcnn/false_negative": 0.08207670132526011, "mask_rcnn/false_positive": 0.1117635842706452, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0317242376040667, "total_loss": 0.7535679062857525}
{"data_time": 0.015682331286370754, "eta_seconds": 101651.05513212271, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2988320016285816, "fast_rcnn/fg_cls_accuracy": 0.6788346593832879, "iteration": 168359, "loss_box_reg": 0.224574014544487, "loss_cls": 0.1795785753056407, "loss_mask": 0.2383428029716015, "loss_rpn_cls": 0.03158846707083285, "loss_rpn_loc": 0.08931968919932842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992217988688802, "mask_rcnn/false_negative": 0.08487326387048093, "mask_rcnn/false_positive": 0.12456378045895167, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0058820710983127, "total_loss": 0.7691454999148846}
{"data_time": 0.017142588971182704, "eta_seconds": 101649.7848476842, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3185239980853749, "fast_rcnn/fg_cls_accuracy": 0.6661307609860665, "iteration": 168379, "loss_box_reg": 0.23308064322918653, "loss_cls": 0.19952250737696886, "loss_mask": 0.2543464507907629, "loss_rpn_cls": 0.03880808153189719, "loss_rpn_loc": 0.091271543642506, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944355023755535, "mask_rcnn/false_negative": 0.08862470096419967, "mask_rcnn/false_positive": 0.11299578150579043, "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": 0.9890947376843542, "total_loss": 0.8088547012303025}
{"data_time": 0.01568157155998051, "eta_seconds": 101722.45883289725, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2675763513836448, "fast_rcnn/fg_cls_accuracy": 0.7199835041828679, "iteration": 168399, "loss_box_reg": 0.20454484783113003, "loss_cls": 0.16187295224517584, "loss_mask": 0.23699045553803444, "loss_rpn_cls": 0.034455561195500195, "loss_rpn_loc": 0.06857877993024886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904135242560131, "mask_rcnn/false_negative": 0.10224159395136528, "mask_rcnn/false_positive": 0.11658772276237281, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0082667076494545, "total_loss": 0.7043787862057798}
{"data_time": 0.015424380777403712, "eta_seconds": 101628.82123339456, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.318160336075617, "fast_rcnn/fg_cls_accuracy": 0.6555214295686165, "iteration": 168419, "loss_box_reg": 0.22260232269763947, "loss_cls": 0.17315970547497272, "loss_mask": 0.22707482427358627, "loss_rpn_cls": 0.035820296965539455, "loss_rpn_loc": 0.06760685006156564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987461539959496, "mask_rcnn/false_negative": 0.09381139949747422, "mask_rcnn/false_positive": 0.11094654891721392, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0047069559805095, "total_loss": 0.7538202870637178}
{"data_time": 0.02282581594772637, "eta_seconds": 101608.81162102334, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2896231073074391, "fast_rcnn/fg_cls_accuracy": 0.7030259017187122, "iteration": 168439, "loss_box_reg": 0.2051324937492609, "loss_cls": 0.17415388114750385, "loss_mask": 0.2358341719955206, "loss_rpn_cls": 0.031005315482616425, "loss_rpn_loc": 0.066563178319484, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991041004922025, "mask_rcnn/false_negative": 0.08613883739837702, "mask_rcnn/false_positive": 0.1158986540324389, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9666306059807539, "total_loss": 0.7070963160949759}
{"data_time": 0.02299877256155014, "eta_seconds": 101530.22938981652, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.3016640866873065, "fast_rcnn/fg_cls_accuracy": 0.6374168483425569, "iteration": 168459, "loss_box_reg": 0.21656304225325584, "loss_cls": 0.16295806225389242, "loss_mask": 0.24042988568544388, "loss_rpn_cls": 0.035249933833256364, "loss_rpn_loc": 0.09251895220950246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948036179645988, "mask_rcnn/false_negative": 0.09378889910057958, "mask_rcnn/false_positive": 0.11432975812372784, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9658034215681255, "total_loss": 0.769396772608161}
{"data_time": 0.016394587233662605, "eta_seconds": 101481.65299214423, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.30659142093961134, "fast_rcnn/fg_cls_accuracy": 0.6508075258075259, "iteration": 168479, "loss_box_reg": 0.22187698353081942, "loss_cls": 0.18845856189727783, "loss_mask": 0.24482283554971218, "loss_rpn_cls": 0.03305386088322848, "loss_rpn_loc": 0.07653458410641178, "lr": 0.0001, "mask_rcnn/accuracy": 0.8820235373151477, "mask_rcnn/false_negative": 0.09763014250029273, "mask_rcnn/false_positive": 0.12404465964105407, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0029800271149725, "total_loss": 0.7904951301170513}
{"data_time": 0.013474554987624288, "eta_seconds": 101331.75647817552, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29455072463768117, "fast_rcnn/fg_cls_accuracy": 0.6910464259395726, "iteration": 168499, "loss_box_reg": 0.21023021638393402, "loss_cls": 0.16612997883930802, "loss_mask": 0.23732159286737442, "loss_rpn_cls": 0.03561706922482699, "loss_rpn_loc": 0.08014983241446316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921174381397095, "mask_rcnn/false_negative": 0.09049538874883298, "mask_rcnn/false_positive": 0.11913124690893175, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0061116896104068, "total_loss": 0.7350879793521017}
{"data_time": 0.01826934306882322, "eta_seconds": 101289.37513777055, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29175199297886345, "fast_rcnn/fg_cls_accuracy": 0.6879402878976364, "iteration": 168519, "loss_box_reg": 0.20487663242965937, "loss_cls": 0.18097786977887154, "loss_mask": 0.23386358469724655, "loss_rpn_cls": 0.0350495595484972, "loss_rpn_loc": 0.06667134677991271, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869671318940799, "mask_rcnn/false_negative": 0.0884731734013546, "mask_rcnn/false_positive": 0.12984683530523142, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9983975980430841, "total_loss": 0.7631178880110383}
{"data_time": 0.018980047665536404, "eta_seconds": 101216.87972039916, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2701937343072358, "fast_rcnn/fg_cls_accuracy": 0.6918756206554122, "iteration": 168539, "loss_box_reg": 0.2005147193558514, "loss_cls": 0.1643467079848051, "loss_mask": 0.22652164474129677, "loss_rpn_cls": 0.03431854280643165, "loss_rpn_loc": 0.06943759345449507, "lr": 0.0001, "mask_rcnn/accuracy": 0.9172125454432785, "mask_rcnn/false_negative": 0.07867073927906948, "mask_rcnn/false_positive": 0.09532472392910907, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.970354565884918, "total_loss": 0.7055565209593624}
{"data_time": 0.02053884556517005, "eta_seconds": 101203.10573026538, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.27181208053691275, "fast_rcnn/fg_cls_accuracy": 0.6488697705802969, "iteration": 168559, "loss_box_reg": 0.19308449886739254, "loss_cls": 0.15959299728274345, "loss_mask": 0.2323732003569603, "loss_rpn_cls": 0.025599215179681778, "loss_rpn_loc": 0.0709367566742003, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045306017324513, "mask_rcnn/false_negative": 0.08042957117274203, "mask_rcnn/false_positive": 0.10845692133968451, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0211412387434393, "total_loss": 0.7176071560825221}
{"data_time": 0.016444270266219974, "eta_seconds": 101172.79870987404, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2763040203370681, "fast_rcnn/fg_cls_accuracy": 0.687221047686164, "iteration": 168579, "loss_box_reg": 0.2175100203603506, "loss_cls": 0.16900868620723486, "loss_mask": 0.22895068116486073, "loss_rpn_cls": 0.03439004113897681, "loss_rpn_loc": 0.06353542790748179, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987838732228852, "mask_rcnn/false_negative": 0.08545699380951914, "mask_rcnn/false_positive": 0.11096346720164732, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9958091638982296, "total_loss": 0.7219695572275668}
{"data_time": 0.015133373439311981, "eta_seconds": 101157.02349347994, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3406478578892372, "fast_rcnn/fg_cls_accuracy": 0.6532359341596925, "iteration": 168599, "loss_box_reg": 0.20054834056645632, "loss_cls": 0.16614275891333818, "loss_mask": 0.23513470962643623, "loss_rpn_cls": 0.03340934868901968, "loss_rpn_loc": 0.0733671945054084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967350865625809, "mask_rcnn/false_negative": 0.08454948036263374, "mask_rcnn/false_positive": 0.11845312541149838, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9972632236313075, "total_loss": 0.7229750743717887}
{"data_time": 0.01565036503598094, "eta_seconds": 101126.37221754529, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23357472021066492, "fast_rcnn/fg_cls_accuracy": 0.7550478143896007, "iteration": 168619, "loss_box_reg": 0.20839029923081398, "loss_cls": 0.18038118816912174, "loss_mask": 0.23287122510373592, "loss_rpn_cls": 0.03350818809121847, "loss_rpn_loc": 0.07700431242119521, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064093192561882, "mask_rcnn/false_negative": 0.08357442657438169, "mask_rcnn/false_positive": 0.10410613532439991, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9761676602065563, "total_loss": 0.7570549900410697}
{"data_time": 0.020509095396846533, "eta_seconds": 101102.18645794317, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2674921541804136, "fast_rcnn/fg_cls_accuracy": 0.6845570776255707, "iteration": 168639, "loss_box_reg": 0.20685162022709846, "loss_cls": 0.17014967929571867, "loss_mask": 0.22805596701800823, "loss_rpn_cls": 0.03150104352971539, "loss_rpn_loc": 0.07428189693018794, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032173674354691, "mask_rcnn/false_negative": 0.07746755504335442, "mask_rcnn/false_positive": 0.11528801586766987, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0043266145512462, "total_loss": 0.7181378130917437}
{"data_time": 0.02454221248626709, "eta_seconds": 100990.80173866823, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3523969965344628, "fast_rcnn/fg_cls_accuracy": 0.6360761705101328, "iteration": 168659, "loss_box_reg": 0.206110754981637, "loss_cls": 0.18211994506418705, "loss_mask": 0.23473853804171085, "loss_rpn_cls": 0.038433013716712594, "loss_rpn_loc": 0.07692722603678703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930186832172738, "mask_rcnn/false_negative": 0.09357886382603742, "mask_rcnn/false_positive": 0.11847837238309493, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9681205761153251, "total_loss": 0.7770718070678413}
{"data_time": 0.015455960994586349, "eta_seconds": 100994.15971187875, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27244190404797597, "fast_rcnn/fg_cls_accuracy": 0.6581105810077772, "iteration": 168679, "loss_box_reg": 0.20315138529986143, "loss_cls": 0.17244494799524546, "loss_mask": 0.24357306212186813, "loss_rpn_cls": 0.03071934951003641, "loss_rpn_loc": 0.07394945539999753, "lr": 0.0001, "mask_rcnn/accuracy": 0.890864215907691, "mask_rcnn/false_negative": 0.09602561810186437, "mask_rcnn/false_positive": 0.12418649107796413, "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": 0.9993021648842841, "total_loss": 0.7199813716579229}
{"data_time": 0.01355856517329812, "eta_seconds": 100955.51935648546, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.26648229015041247, "fast_rcnn/fg_cls_accuracy": 0.7163771712158808, "iteration": 168699, "loss_box_reg": 0.20628767646849155, "loss_cls": 0.1713380552828312, "loss_mask": 0.23010338470339775, "loss_rpn_cls": 0.031220844015479088, "loss_rpn_loc": 0.057120017358101904, "lr": 0.0001, "mask_rcnn/accuracy": 0.9131588337176584, "mask_rcnn/false_negative": 0.07567439972478238, "mask_rcnn/false_positive": 0.10552637066404787, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.990950022591278, "total_loss": 0.7041541028302163}
{"data_time": 0.01485419855453074, "eta_seconds": 100915.20918209106, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.2537088909637929, "fast_rcnn/fg_cls_accuracy": 0.7022583884068396, "iteration": 168719, "loss_box_reg": 0.18239906057715416, "loss_cls": 0.17054722551256418, "loss_mask": 0.21731647849082947, "loss_rpn_cls": 0.032387359882704914, "loss_rpn_loc": 0.06347423582337797, "lr": 0.0001, "mask_rcnn/accuracy": 0.9123053907702292, "mask_rcnn/false_negative": 0.07336446400368657, "mask_rcnn/false_positive": 0.09676650139559399, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.0088416060898453, "total_loss": 0.677810867637163}
{"data_time": 0.01428193412721157, "eta_seconds": 100923.46068797633, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.27646251501115116, "fast_rcnn/fg_cls_accuracy": 0.7059360339935263, "iteration": 168739, "loss_box_reg": 0.19394545815885067, "loss_cls": 0.1588739212602377, "loss_mask": 0.24262684024870396, "loss_rpn_cls": 0.03226904571056366, "loss_rpn_loc": 0.05638481699861586, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092197259325195, "mask_rcnn/false_negative": 0.08378956618308989, "mask_rcnn/false_positive": 0.09483860542935356, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 1.0285601785872132, "total_loss": 0.6991452039219439}
{"data_time": 0.01706548104993999, "eta_seconds": 100945.4364295397, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29656522803296076, "fast_rcnn/fg_cls_accuracy": 0.6658953795459501, "iteration": 168759, "loss_box_reg": 0.2144773257896304, "loss_cls": 0.17474796809256077, "loss_mask": 0.2410899866372347, "loss_rpn_cls": 0.029584657750092447, "loss_rpn_loc": 0.06676991831045598, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924401144781553, "mask_rcnn/false_negative": 0.0900115945859013, "mask_rcnn/false_positive": 0.10968794656221606, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0091227332595736, "total_loss": 0.7254433515481651}
{"data_time": 0.015247547999024391, "eta_seconds": 100883.59362864867, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3267787266507518, "fast_rcnn/fg_cls_accuracy": 0.6296167360222802, "iteration": 168779, "loss_box_reg": 0.21689991373568773, "loss_cls": 0.18595945741981268, "loss_mask": 0.2326019797474146, "loss_rpn_cls": 0.03636730369180441, "loss_rpn_loc": 0.09194065001793206, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003696315994834, "mask_rcnn/false_negative": 0.08294427498224988, "mask_rcnn/false_positive": 0.11353650637264548, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.978439862607047, "total_loss": 0.7881766111822799}
{"data_time": 0.013062832644209266, "eta_seconds": 100797.0684603788, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2844541910331384, "fast_rcnn/fg_cls_accuracy": 0.6700607902735563, "iteration": 168799, "loss_box_reg": 0.2106689289212227, "loss_cls": 0.16441672295331955, "loss_mask": 0.23789685405790806, "loss_rpn_cls": 0.03223526175133884, "loss_rpn_loc": 0.06634325115010142, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000278833788842, "mask_rcnn/false_negative": 0.08772410829623528, "mask_rcnn/false_positive": 0.12301930622473009, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9848188979085535, "total_loss": 0.7120152280549519}
{"data_time": 0.01418623817153275, "eta_seconds": 100843.726569321, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2922579900773047, "fast_rcnn/fg_cls_accuracy": 0.6542632975654783, "iteration": 168819, "loss_box_reg": 0.195336208678782, "loss_cls": 0.1630789004266262, "loss_mask": 0.23391674365848303, "loss_rpn_cls": 0.03145993681391701, "loss_rpn_loc": 0.05679515947122127, "lr": 0.0001, "mask_rcnn/accuracy": 0.889945932826572, "mask_rcnn/false_negative": 0.09132189651424458, "mask_rcnn/false_positive": 0.10570566390779343, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9934358694590628, "total_loss": 0.6831544446758926}
{"data_time": 0.014632023172453046, "eta_seconds": 100742.38987460732, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.24596790094246618, "fast_rcnn/fg_cls_accuracy": 0.6925988011785025, "iteration": 168839, "loss_box_reg": 0.21288024447858334, "loss_cls": 0.1756418263539672, "loss_mask": 0.23497170768678188, "loss_rpn_cls": 0.03379372850758955, "loss_rpn_loc": 0.08015126734972, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060927848532756, "mask_rcnn/false_negative": 0.08675928135597927, "mask_rcnn/false_positive": 0.10920379984416291, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9801165529061109, "total_loss": 0.7293895427137613}
{"data_time": 0.016385137801989913, "eta_seconds": 100759.82870580163, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.32071190884340023, "fast_rcnn/fg_cls_accuracy": 0.6535229338180263, "iteration": 168859, "loss_box_reg": 0.2135653030127287, "loss_cls": 0.1745758056640625, "loss_mask": 0.23665490560233593, "loss_rpn_cls": 0.03744085296057165, "loss_rpn_loc": 0.07862678344827145, "lr": 0.0001, "mask_rcnn/accuracy": 0.897845505271595, "mask_rcnn/false_negative": 0.09000014066564767, "mask_rcnn/false_positive": 0.10920379125641878, "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": 0.9985645865090191, "total_loss": 0.7385907171992585}
{"data_time": 0.022601467091590166, "eta_seconds": 100676.7345738411, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30276483583787217, "fast_rcnn/fg_cls_accuracy": 0.653574242935945, "iteration": 168879, "loss_box_reg": 0.21322443336248398, "loss_cls": 0.1756146363914013, "loss_mask": 0.2420452944934368, "loss_rpn_cls": 0.032833920791745186, "loss_rpn_loc": 0.08599215769208968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938386495735327, "mask_rcnn/false_negative": 0.09542013497472551, "mask_rcnn/false_positive": 0.11198540877303743, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9648959876503795, "total_loss": 0.7875832784920931}
{"data_time": 0.019818557426333427, "eta_seconds": 100719.97906027827, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.31360633415704275, "fast_rcnn/fg_cls_accuracy": 0.6411673611170527, "iteration": 168899, "loss_box_reg": 0.22368396073579788, "loss_cls": 0.17968796007335186, "loss_mask": 0.24254868179559708, "loss_rpn_cls": 0.03300567017868161, "loss_rpn_loc": 0.08521823561750352, "lr": 0.0001, "mask_rcnn/accuracy": 0.896167756969326, "mask_rcnn/false_negative": 0.0916675750821729, "mask_rcnn/false_positive": 0.12056519936351781, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9956970615312457, "total_loss": 0.7749734655953944}
{"data_time": 0.01701944344677031, "eta_seconds": 100744.05892100185, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3061901465328256, "fast_rcnn/fg_cls_accuracy": 0.6721183800623053, "iteration": 168919, "loss_box_reg": 0.2210522284731269, "loss_cls": 0.162116015329957, "loss_mask": 0.24381720647215843, "loss_rpn_cls": 0.026270049449522048, "loss_rpn_loc": 0.07027313101571053, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924309462881725, "mask_rcnn/false_negative": 0.09737947807326344, "mask_rcnn/false_positive": 0.11837756767092908, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.02668971195817, "total_loss": 0.6913084164261818}
{"data_time": 0.021978907752782106, "eta_seconds": 100680.12941475492, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30879829398730485, "fast_rcnn/fg_cls_accuracy": 0.6645938239398168, "iteration": 168939, "loss_box_reg": 0.2125237751752138, "loss_cls": 0.18174572475254536, "loss_mask": 0.24564084596931934, "loss_rpn_cls": 0.033664326183497906, "loss_rpn_loc": 0.06882265023887157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916103296046, "mask_rcnn/false_negative": 0.09377823073011174, "mask_rcnn/false_positive": 0.12302005090583493, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9691060958430171, "total_loss": 0.7395497936522588}
{"data_time": 0.02288813702762127, "eta_seconds": 100502.88966603577, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.23511775441035893, "fast_rcnn/fg_cls_accuracy": 0.7134705603289231, "iteration": 168959, "loss_box_reg": 0.1974836178123951, "loss_cls": 0.16200556978583336, "loss_mask": 0.23011013865470886, "loss_rpn_cls": 0.02892754168715328, "loss_rpn_loc": 0.06554093945305794, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034369024903806, "mask_rcnn/false_negative": 0.08836014890614538, "mask_rcnn/false_positive": 0.1007358183152463, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9817499441560358, "total_loss": 0.6965141927357763}
{"data_time": 0.027293502585962415, "eta_seconds": 100429.75065158214, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3361520264942438, "fast_rcnn/fg_cls_accuracy": 0.6162649885551488, "iteration": 168979, "loss_box_reg": 0.22238833643496037, "loss_cls": 0.18364344537258148, "loss_mask": 0.2370742056518793, "loss_rpn_cls": 0.044432012480683625, "loss_rpn_loc": 0.06707015994470567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996566797543123, "mask_rcnn/false_negative": 0.09863458879405239, "mask_rcnn/false_positive": 0.10141722948856424, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9984288408886641, "total_loss": 0.7667072373442352}
{"data_time": 0.017526651034131646, "eta_seconds": 100360.34428095445, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2922872659026474, "fast_rcnn/fg_cls_accuracy": 0.6840534281036617, "iteration": 168999, "loss_box_reg": 0.20895573403686285, "loss_cls": 0.17891338374465704, "loss_mask": 0.23455199599266052, "loss_rpn_cls": 0.03580966079607606, "loss_rpn_loc": 0.06869274680502713, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902276345055169, "mask_rcnn/false_negative": 0.09984217234961318, "mask_rcnn/false_positive": 0.11583664797643098, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9866568525321782, "total_loss": 0.7415909434203058}
{"data_time": 0.015463776653632522, "eta_seconds": 100274.90698881447, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2559430512016719, "fast_rcnn/fg_cls_accuracy": 0.7138504611330698, "iteration": 169019, "loss_box_reg": 0.19354368187487125, "loss_cls": 0.1505811815150082, "loss_mask": 0.2334162425249815, "loss_rpn_cls": 0.030057735042646527, "loss_rpn_loc": 0.06511004257481545, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057440670437651, "mask_rcnn/false_negative": 0.08664074392460988, "mask_rcnn/false_positive": 0.10010769248533455, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9921981960069388, "total_loss": 0.663768146536313}
{"data_time": 0.015619183424860239, "eta_seconds": 100270.2934544161, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2172127400182871, "fast_rcnn/fg_cls_accuracy": 0.7259029927760579, "iteration": 169039, "loss_box_reg": 0.17562236357480288, "loss_cls": 0.158629204146564, "loss_mask": 0.23301782459020615, "loss_rpn_cls": 0.024804793298244476, "loss_rpn_loc": 0.06049434863962233, "lr": 0.0001, "mask_rcnn/accuracy": 0.904664800055633, "mask_rcnn/false_negative": 0.07724792955583254, "mask_rcnn/false_positive": 0.11376132030045996, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.010548509657383, "total_loss": 0.6399689622339793}
{"data_time": 0.013442319119349122, "eta_seconds": 100350.21808325779, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2943449299913208, "fast_rcnn/fg_cls_accuracy": 0.6895247604135939, "iteration": 169059, "loss_box_reg": 0.22120617982000113, "loss_cls": 0.17703977739438415, "loss_mask": 0.22093472443521023, "loss_rpn_cls": 0.0324987271160353, "loss_rpn_loc": 0.06811153050512075, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942282662430685, "mask_rcnn/false_negative": 0.08516767720922717, "mask_rcnn/false_positive": 0.11579254179403056, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.994458330096677, "total_loss": 0.7377061546430923}
{"data_time": 0.01717446488328278, "eta_seconds": 100118.83113945834, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.29692266162775005, "fast_rcnn/fg_cls_accuracy": 0.6654084045843187, "iteration": 169079, "loss_box_reg": 0.20406652987003326, "loss_cls": 0.16592490393668413, "loss_mask": 0.24664569459855556, "loss_rpn_cls": 0.02861750847660005, "loss_rpn_loc": 0.06986540067009628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979098655331709, "mask_rcnn/false_negative": 0.09920882539106643, "mask_rcnn/false_positive": 0.10327589650431035, "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": 0.9611566797830164, "total_loss": 0.7079860524390824}
{"data_time": 0.016457943012937903, "eta_seconds": 100171.89676696435, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2466926988186579, "fast_rcnn/fg_cls_accuracy": 0.7291367552045944, "iteration": 169099, "loss_box_reg": 0.20844806730747223, "loss_cls": 0.16638605389744043, "loss_mask": 0.2328494805842638, "loss_rpn_cls": 0.029742873273789883, "loss_rpn_loc": 0.0758348829112947, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878062646378349, "mask_rcnn/false_negative": 0.09518686344826377, "mask_rcnn/false_positive": 0.1273462925408385, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0068389330990613, "total_loss": 0.7065586311509833}
{"data_time": 0.01648379466496408, "eta_seconds": 100152.0410887152, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29809655535796614, "fast_rcnn/fg_cls_accuracy": 0.6677303223694977, "iteration": 169119, "loss_box_reg": 0.20370512641966343, "loss_cls": 0.15980063658207655, "loss_mask": 0.23270339332520962, "loss_rpn_cls": 0.026700221467763186, "loss_rpn_loc": 0.05830949527444318, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030252991026919, "mask_rcnn/false_negative": 0.0889743858225616, "mask_rcnn/false_positive": 0.11469965598075531, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.002723925281316, "total_loss": 0.6603471133857965}
{"data_time": 0.020408099051564932, "eta_seconds": 100209.01466213632, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.24070948156290073, "fast_rcnn/fg_cls_accuracy": 0.737165071770335, "iteration": 169139, "loss_box_reg": 0.21830716729164124, "loss_cls": 0.18343485705554485, "loss_mask": 0.2435604017227888, "loss_rpn_cls": 0.031945097260177135, "loss_rpn_loc": 0.07476157194469124, "lr": 0.0001, "mask_rcnn/accuracy": 0.89926997116256, "mask_rcnn/false_negative": 0.09146784391925246, "mask_rcnn/false_positive": 0.11635343514105294, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0095197276677936, "total_loss": 0.7435821080580354}
{"data_time": 0.01788406353443861, "eta_seconds": 100364.2079003714, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.282995009441597, "fast_rcnn/fg_cls_accuracy": 0.6980270318037636, "iteration": 169159, "loss_box_reg": 0.2128846738487482, "loss_cls": 0.1759864306077361, "loss_mask": 0.23258071392774582, "loss_rpn_cls": 0.036862471722997725, "loss_rpn_loc": 0.08646723814308643, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010523579596084, "mask_rcnn/false_negative": 0.08394179767095399, "mask_rcnn/false_positive": 0.10939538145452235, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.014228714397177, "total_loss": 0.7592613229062408}
{"data_time": 0.015570461051538587, "eta_seconds": 100378.04964136332, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25256425582785413, "fast_rcnn/fg_cls_accuracy": 0.7304587935429057, "iteration": 169179, "loss_box_reg": 0.19379022251814604, "loss_cls": 0.1541955405846238, "loss_mask": 0.2229148941114545, "loss_rpn_cls": 0.028089547529816628, "loss_rpn_loc": 0.06092572631314397, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900113050142254, "mask_rcnn/false_negative": 0.09288026968991514, "mask_rcnn/false_positive": 0.12225824449965272, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9930605741683394, "total_loss": 0.6637456568423659}
{"data_time": 0.01932703796774149, "eta_seconds": 100384.81302112341, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29413471208643854, "fast_rcnn/fg_cls_accuracy": 0.6465192428456087, "iteration": 169199, "loss_box_reg": 0.2126188464462757, "loss_cls": 0.17476141080260277, "loss_mask": 0.2352668810635805, "loss_rpn_cls": 0.029521367570850998, "loss_rpn_loc": 0.05846690805628896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974755807745125, "mask_rcnn/false_negative": 0.09585308576649049, "mask_rcnn/false_positive": 0.09971270317569898, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0165457795374095, "total_loss": 0.7350248278817162}
{"data_time": 0.02024157950654626, "eta_seconds": 100291.26189696603, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.25469842657342656, "fast_rcnn/fg_cls_accuracy": 0.7204028333615167, "iteration": 169219, "loss_box_reg": 0.2111524110659957, "loss_cls": 0.16792368423193693, "loss_mask": 0.22980019822716713, "loss_rpn_cls": 0.029674692312255502, "loss_rpn_loc": 0.05995083169545978, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006124606797606, "mask_rcnn/false_negative": 0.10127360888391823, "mask_rcnn/false_positive": 0.11251404868409745, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9802580263931304, "total_loss": 0.6974763678153977}
{"data_time": 0.0202594471629709, "eta_seconds": 100252.67059266567, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.25112205801860976, "fast_rcnn/fg_cls_accuracy": 0.7176923076923076, "iteration": 169239, "loss_box_reg": 0.20361870154738426, "loss_cls": 0.1740708127617836, "loss_mask": 0.22544505633413792, "loss_rpn_cls": 0.029717681114561856, "loss_rpn_loc": 0.05773943569511175, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044291274201989, "mask_rcnn/false_negative": 0.08477733590849956, "mask_rcnn/false_positive": 0.11976636134715025, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9885788650717586, "total_loss": 0.7241241794836242}
{"data_time": 0.0150179173797369, "eta_seconds": 100255.44835654087, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6336431648152346, "iteration": 169259, "loss_box_reg": 0.23877552803605795, "loss_cls": 0.19763894844800234, "loss_mask": 0.2419482357800007, "loss_rpn_cls": 0.034058665158227086, "loss_rpn_loc": 0.0628907848149538, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964709769153563, "mask_rcnn/false_negative": 0.09739314660177809, "mask_rcnn/false_positive": 0.10812418893066417, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0301101002842188, "total_loss": 0.7818662842037156}
{"data_time": 0.023975261487066746, "eta_seconds": 100248.4191313386, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.32054718439099783, "fast_rcnn/fg_cls_accuracy": 0.6618432853732172, "iteration": 169279, "loss_box_reg": 0.2117580622434616, "loss_cls": 0.18684416357427835, "loss_mask": 0.23421650752425194, "loss_rpn_cls": 0.039101926726289093, "loss_rpn_loc": 0.07765756419394165, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936396330422356, "mask_rcnn/false_negative": 0.08723243957373876, "mask_rcnn/false_positive": 0.11696200210485996, "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": 1.000564080197364, "total_loss": 0.7701561989961192}
{"data_time": 0.016939428402110934, "eta_seconds": 100228.51277329028, "fast_rcnn/cls_accuracy": 0.922119140625, "fast_rcnn/false_negative": 0.31496078431372554, "fast_rcnn/fg_cls_accuracy": 0.6620980392156863, "iteration": 169299, "loss_box_reg": 0.19612903520464897, "loss_cls": 0.1699390895664692, "loss_mask": 0.24073517695069313, "loss_rpn_cls": 0.0327598414150998, "loss_rpn_loc": 0.07426186418160796, "lr": 0.0001, "mask_rcnn/accuracy": 0.897093116583368, "mask_rcnn/false_negative": 0.09975514074279113, "mask_rcnn/false_positive": 0.11982158995685202, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9682384240441024, "total_loss": 0.6912911110557616}
{"data_time": 0.013460933929309249, "eta_seconds": 100238.66333954036, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3057546937266341, "fast_rcnn/fg_cls_accuracy": 0.6712158808933002, "iteration": 169319, "loss_box_reg": 0.20703290961682796, "loss_cls": 0.17989947367459536, "loss_mask": 0.2408535424619913, "loss_rpn_cls": 0.03158203582279384, "loss_rpn_loc": 0.06510588596574962, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936074715533534, "mask_rcnn/false_negative": 0.08762040950940846, "mask_rcnn/false_positive": 0.11244333647068426, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0203351988457143, "total_loss": 0.7269687537336722}
{"data_time": 0.013574520824477077, "eta_seconds": 100166.21340286918, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.3181684981684981, "fast_rcnn/fg_cls_accuracy": 0.6701533742331288, "iteration": 169339, "loss_box_reg": 0.21182974241673946, "loss_cls": 0.1694573713466525, "loss_mask": 0.2280920036137104, "loss_rpn_cls": 0.03452858759555966, "loss_rpn_loc": 0.07001548283733428, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057374627576864, "mask_rcnn/false_negative": 0.07635543656815001, "mask_rcnn/false_positive": 0.10145863826669821, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9804420594591647, "total_loss": 0.7146588440518826}
{"data_time": 0.016438700957223773, "eta_seconds": 100069.34534430504, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.35093873625773175, "fast_rcnn/fg_cls_accuracy": 0.6355822996156475, "iteration": 169359, "loss_box_reg": 0.2251470247283578, "loss_cls": 0.18978987634181976, "loss_mask": 0.2538843248039484, "loss_rpn_cls": 0.033130531082861125, "loss_rpn_loc": 0.08820674620801583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956253992429032, "mask_rcnn/false_negative": 0.09461962094847137, "mask_rcnn/false_positive": 0.12274928772264954, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9718340302351862, "total_loss": 0.8053409452550113}
{"data_time": 0.01701478729955852, "eta_seconds": 100132.03782568686, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2971410481200078, "fast_rcnn/fg_cls_accuracy": 0.6717340461075844, "iteration": 169379, "loss_box_reg": 0.20924288127571344, "loss_cls": 0.18238365184515715, "loss_mask": 0.24326430447399616, "loss_rpn_cls": 0.03889759234152734, "loss_rpn_loc": 0.06711121054831892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968982723055132, "mask_rcnn/false_negative": 0.0910487574134666, "mask_rcnn/false_positive": 0.1196720510640977, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0098578371107578, "total_loss": 0.714766189455986}
{"data_time": 0.016416077502071857, "eta_seconds": 100112.13481677696, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28428093645484953, "fast_rcnn/fg_cls_accuracy": 0.6709080496796593, "iteration": 169399, "loss_box_reg": 0.20154518820345402, "loss_cls": 0.17040056409314275, "loss_mask": 0.22518236190080643, "loss_rpn_cls": 0.03038444445701316, "loss_rpn_loc": 0.06203249120153487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987345497421845, "mask_rcnn/false_negative": 0.08773496785684747, "mask_rcnn/false_positive": 0.11695377740066557, "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": 1.02813790156506, "total_loss": 0.7207008581608534}
{"data_time": 0.016662911279127002, "eta_seconds": 100086.6058420483, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2807955961778147, "fast_rcnn/fg_cls_accuracy": 0.6825256136766518, "iteration": 169419, "loss_box_reg": 0.1918067615479231, "loss_cls": 0.16227820608764887, "loss_mask": 0.2276623211801052, "loss_rpn_cls": 0.031057006504852325, "loss_rpn_loc": 0.06277340312954038, "lr": 0.0001, "mask_rcnn/accuracy": 0.9125044216483906, "mask_rcnn/false_negative": 0.0852254211234455, "mask_rcnn/false_positive": 0.10276530478648033, "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": 0.9844349229242653, "total_loss": 0.7124489840352908}
{"data_time": 0.015379476128146052, "eta_seconds": 100066.70395184308, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.286464025929974, "fast_rcnn/fg_cls_accuracy": 0.7008805297266836, "iteration": 169439, "loss_box_reg": 0.21506736427545547, "loss_cls": 0.17540512327104807, "loss_mask": 0.2253144420683384, "loss_rpn_cls": 0.029762147227302194, "loss_rpn_loc": 0.07683453900972381, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985229562464019, "mask_rcnn/false_negative": 0.09621348483593682, "mask_rcnn/false_positive": 0.10524490074416505, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9797505664173514, "total_loss": 0.7034728770377114}
{"data_time": 0.0144791544880718, "eta_seconds": 100088.6125066597, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3075424192665572, "fast_rcnn/fg_cls_accuracy": 0.6472408026755854, "iteration": 169459, "loss_box_reg": 0.21232528146356344, "loss_cls": 0.17941400036215782, "loss_mask": 0.23576651141047478, "loss_rpn_cls": 0.03855402918998152, "loss_rpn_loc": 0.07426541764289141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874491876491977, "mask_rcnn/false_negative": 0.09670083507948536, "mask_rcnn/false_positive": 0.1184736290359307, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0149365162942559, "total_loss": 0.7445064020575956}
{"data_time": 0.015800985507667065, "eta_seconds": 100049.3555508554, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30032171115555173, "fast_rcnn/fg_cls_accuracy": 0.6428393524283935, "iteration": 169479, "loss_box_reg": 0.2221189234405756, "loss_cls": 0.17470186576247215, "loss_mask": 0.2406674511730671, "loss_rpn_cls": 0.030745838303118944, "loss_rpn_loc": 0.0702255133073777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893991039459996, "mask_rcnn/false_negative": 0.09168235887777795, "mask_rcnn/false_positive": 0.11090490578803414, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.005011112196371, "total_loss": 0.7342750574462116}
{"data_time": 0.018821404548361897, "eta_seconds": 100016.60273806192, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2915861010009099, "fast_rcnn/fg_cls_accuracy": 0.677382053654024, "iteration": 169499, "loss_box_reg": 0.19715100899338722, "loss_cls": 0.17736626602709293, "loss_mask": 0.21932929381728172, "loss_rpn_cls": 0.03471999429166317, "loss_rpn_loc": 0.06752818985842168, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097611315447169, "mask_rcnn/false_negative": 0.07921503426823134, "mask_rcnn/false_positive": 0.11149457862509393, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9967586935963482, "total_loss": 0.7106039443751797}
{"data_time": 0.025735300965607166, "eta_seconds": 99948.05347263813, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.32578916433288385, "fast_rcnn/fg_cls_accuracy": 0.638460529766588, "iteration": 169519, "loss_box_reg": 0.18950765021145344, "loss_cls": 0.1905098846182227, "loss_mask": 0.23574545606970787, "loss_rpn_cls": 0.035751697956584394, "loss_rpn_loc": 0.0604203415568918, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933997932291992, "mask_rcnn/false_negative": 0.0930653679683186, "mask_rcnn/false_positive": 0.10770887583042997, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9816628438420594, "total_loss": 0.6990578402765095}
{"data_time": 0.01810781005769968, "eta_seconds": 99959.14430722594, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2649303330247573, "fast_rcnn/fg_cls_accuracy": 0.7160388331078354, "iteration": 169539, "loss_box_reg": 0.211581414565444, "loss_cls": 0.16710427589714527, "loss_mask": 0.2388631124049425, "loss_rpn_cls": 0.0320389422995504, "loss_rpn_loc": 0.058575817150995135, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028210839904598, "mask_rcnn/false_negative": 0.08692168928974872, "mask_rcnn/false_positive": 0.10057029914147825, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9912053640000522, "total_loss": 0.6943938459735364}
{"data_time": 0.01456779008731246, "eta_seconds": 99873.7104312703, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2508809626128062, "fast_rcnn/fg_cls_accuracy": 0.7032816005983545, "iteration": 169559, "loss_box_reg": 0.22146102227270603, "loss_cls": 0.18063051579520106, "loss_mask": 0.24177911691367626, "loss_rpn_cls": 0.034381283418042585, "loss_rpn_loc": 0.08452542428858578, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016089168248854, "mask_rcnn/false_negative": 0.08564980030366895, "mask_rcnn/false_positive": 0.10759736687341753, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9944278199691325, "total_loss": 0.7597221837786492}
{"data_time": 0.016013495391234756, "eta_seconds": 99853.8231930323, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27376491364086664, "fast_rcnn/fg_cls_accuracy": 0.6723958333333333, "iteration": 169579, "loss_box_reg": 0.2171067949384451, "loss_cls": 0.1619686046615243, "loss_mask": 0.23187421075999737, "loss_rpn_cls": 0.03138191846664995, "loss_rpn_loc": 0.07192665850743651, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008097253158884, "mask_rcnn/false_negative": 0.0870840370539459, "mask_rcnn/false_positive": 0.10936782912523091, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9947713615838438, "total_loss": 0.7623704740544781}
{"data_time": 0.018400651635602117, "eta_seconds": 99833.93595479429, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.31511190334719746, "fast_rcnn/fg_cls_accuracy": 0.6379256965944272, "iteration": 169599, "loss_box_reg": 0.1989125870168209, "loss_cls": 0.15897294133901596, "loss_mask": 0.23984510637819767, "loss_rpn_cls": 0.03182744071818888, "loss_rpn_loc": 0.07685489964205772, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959854525167705, "mask_rcnn/false_negative": 0.08489952800459877, "mask_rcnn/false_positive": 0.12863324871693815, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9918087986297905, "total_loss": 0.6912444451591}
{"data_time": 0.019449335522949696, "eta_seconds": 99799.0373633802, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3049577828445305, "fast_rcnn/fg_cls_accuracy": 0.6788622649247174, "iteration": 169619, "loss_box_reg": 0.20362077467143536, "loss_cls": 0.1669370736926794, "loss_mask": 0.23595714010298252, "loss_rpn_cls": 0.02927292720414698, "loss_rpn_loc": 0.07896379812154919, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862725695963023, "mask_rcnn/false_negative": 0.08802230113979773, "mask_rcnn/false_positive": 0.13611780724651945, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9839143441058695, "total_loss": 0.742398370639421}
{"data_time": 0.016727578127756715, "eta_seconds": 99720.08383130655, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2847318424698199, "fast_rcnn/fg_cls_accuracy": 0.6989838447187711, "iteration": 169639, "loss_box_reg": 0.20343889109790325, "loss_cls": 0.1715982025489211, "loss_mask": 0.23672370426356792, "loss_rpn_cls": 0.027764219790697098, "loss_rpn_loc": 0.06667608278803527, "lr": 0.0001, "mask_rcnn/accuracy": 0.9125168351014378, "mask_rcnn/false_negative": 0.07940397732439564, "mask_rcnn/false_positive": 0.1075257720441826, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9513707445003092, "total_loss": 0.699023712251801}
{"data_time": 0.01682245614938438, "eta_seconds": 99721.20261992794, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3442480942480942, "fast_rcnn/fg_cls_accuracy": 0.6304042779126213, "iteration": 169659, "loss_box_reg": 0.2252381071448326, "loss_cls": 0.18197216466069221, "loss_mask": 0.24612975306808949, "loss_rpn_cls": 0.032980975694954395, "loss_rpn_loc": 0.0715812686830759, "lr": 0.0001, "mask_rcnn/accuracy": 0.8772397132965747, "mask_rcnn/false_negative": 0.11288522904964114, "mask_rcnn/false_positive": 0.12547889910925497, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.996669044252485, "total_loss": 0.7536070795031264}
{"data_time": 0.01521269022487104, "eta_seconds": 99696.15510787815, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2984461255367, "fast_rcnn/fg_cls_accuracy": 0.6889373513084853, "iteration": 169679, "loss_box_reg": 0.19857056625187397, "loss_cls": 0.16272704303264618, "loss_mask": 0.2324583139270544, "loss_rpn_cls": 0.028479350148700178, "loss_rpn_loc": 0.053077400429174304, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018960439109656, "mask_rcnn/false_negative": 0.08772670767392429, "mask_rcnn/false_positive": 0.11294574198597179, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9863139735534787, "total_loss": 0.6575735002988949}
{"data_time": 0.01869727740995586, "eta_seconds": 99676.2794788694, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2997709654686399, "fast_rcnn/fg_cls_accuracy": 0.6779138981173864, "iteration": 169699, "loss_box_reg": 0.20873782224953175, "loss_cls": 0.16697793267667294, "loss_mask": 0.23823825083673, "loss_rpn_cls": 0.028966430574655533, "loss_rpn_loc": 0.07140541588887572, "lr": 0.0001, "mask_rcnn/accuracy": 0.889739220810049, "mask_rcnn/false_negative": 0.08660127621158385, "mask_rcnn/false_positive": 0.12074722612872796, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9941403139382601, "total_loss": 0.7335168252466246}
{"data_time": 0.01627509156242013, "eta_seconds": 99661.57264028676, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25717173193064485, "fast_rcnn/fg_cls_accuracy": 0.7256840796019901, "iteration": 169719, "loss_box_reg": 0.22024796158075333, "loss_cls": 0.17776209115982056, "loss_mask": 0.23650294356048107, "loss_rpn_cls": 0.02877910598181188, "loss_rpn_loc": 0.07236693892627954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078766104785667, "mask_rcnn/false_negative": 0.08163217601431881, "mask_rcnn/false_positive": 0.10900449217949286, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0251215475145727, "total_loss": 0.7490729498676956}
{"data_time": 0.014644736424088478, "eta_seconds": 99605.00735732261, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.29966417694401015, "fast_rcnn/fg_cls_accuracy": 0.658902243936184, "iteration": 169739, "loss_box_reg": 0.21308020409196615, "loss_cls": 0.17423541191965342, "loss_mask": 0.2337253950536251, "loss_rpn_cls": 0.027925348025746644, "loss_rpn_loc": 0.0626768812071532, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044806094211166, "mask_rcnn/false_negative": 0.09001927828767536, "mask_rcnn/false_positive": 0.09986936112802178, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9800704212393612, "total_loss": 0.7189578168326989}
{"data_time": 0.02332871756516397, "eta_seconds": 99536.42016498372, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3085568717109801, "fast_rcnn/fg_cls_accuracy": 0.6557061668255145, "iteration": 169759, "loss_box_reg": 0.22108332626521587, "loss_cls": 0.17709100060164928, "loss_mask": 0.22652636654675007, "loss_rpn_cls": 0.027829039667267352, "loss_rpn_loc": 0.062200643587857485, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075164151756223, "mask_rcnn/false_negative": 0.0837059087700898, "mask_rcnn/false_positive": 0.10104569239438693, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9701067632995546, "total_loss": 0.7300567360362038}
{"data_time": 0.01603225083090365, "eta_seconds": 99565.26867495384, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2873015873015873, "fast_rcnn/fg_cls_accuracy": 0.6853896103896104, "iteration": 169779, "loss_box_reg": 0.20240608230233192, "loss_cls": 0.17094107810407877, "loss_mask": 0.2296141590923071, "loss_rpn_cls": 0.0293773936573416, "loss_rpn_loc": 0.06187189696356654, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038809461040169, "mask_rcnn/false_negative": 0.08875192106355503, "mask_rcnn/false_positive": 0.10704420197216105, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0003386922180653, "total_loss": 0.6994563454063609}
{"data_time": 0.014964523259550333, "eta_seconds": 99511.83296469972, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2912831426797907, "fast_rcnn/fg_cls_accuracy": 0.6844114318561497, "iteration": 169799, "loss_box_reg": 0.2077862909063697, "loss_cls": 0.17690228391438723, "loss_mask": 0.22864873707294464, "loss_rpn_cls": 0.027550301572773606, "loss_rpn_loc": 0.050289535662159324, "lr": 0.0001, "mask_rcnn/accuracy": 0.890682955872103, "mask_rcnn/false_negative": 0.09701494451246293, "mask_rcnn/false_positive": 0.10935550486164558, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9815461270045489, "total_loss": 0.7172171078855172}
{"data_time": 0.01881256839260459, "eta_seconds": 99491.9703233894, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31782106782106784, "fast_rcnn/fg_cls_accuracy": 0.6734307359307359, "iteration": 169819, "loss_box_reg": 0.21203033346682787, "loss_cls": 0.16729580843821168, "loss_mask": 0.23144161328673363, "loss_rpn_cls": 0.03379799914546311, "loss_rpn_loc": 0.07984043750911951, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978730310417942, "mask_rcnn/false_negative": 0.0888787606932751, "mask_rcnn/false_positive": 0.09673496873629676, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9986034813337028, "total_loss": 0.7517412142478861}
{"data_time": 0.015684216050431132, "eta_seconds": 99505.66065140069, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23600530444105863, "fast_rcnn/fg_cls_accuracy": 0.7417149018272614, "iteration": 169839, "loss_box_reg": 0.1910684760659933, "loss_cls": 0.15045925043523312, "loss_mask": 0.2346535176038742, "loss_rpn_cls": 0.029882363276556134, "loss_rpn_loc": 0.07125968066975474, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022991810141046, "mask_rcnn/false_negative": 0.08160894829738143, "mask_rcnn/false_positive": 0.10582683112557059, "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": 0.9772814980242401, "total_loss": 0.6708853240124881}
{"data_time": 0.015821203589439392, "eta_seconds": 99432.06638567615, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2801456414649818, "fast_rcnn/fg_cls_accuracy": 0.6778491778491779, "iteration": 169859, "loss_box_reg": 0.22784405760467052, "loss_cls": 0.18300423305481672, "loss_mask": 0.23079808987677097, "loss_rpn_cls": 0.03305003291461617, "loss_rpn_loc": 0.07127221045084298, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012565747522905, "mask_rcnn/false_negative": 0.09019066531642843, "mask_rcnn/false_positive": 0.11281594946028872, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.991194793721661, "total_loss": 0.7284789255354553}
{"data_time": 0.016041392693296075, "eta_seconds": 99481.61412106827, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2652456239412761, "fast_rcnn/fg_cls_accuracy": 0.717933317707723, "iteration": 169879, "loss_box_reg": 0.20253507606685162, "loss_cls": 0.1706141158938408, "loss_mask": 0.2344486340880394, "loss_rpn_cls": 0.03530314960516989, "loss_rpn_loc": 0.085280119208619, "lr": 0.0001, "mask_rcnn/accuracy": 0.9176658220612226, "mask_rcnn/false_negative": 0.08003474413606404, "mask_rcnn/false_positive": 0.09737382416867782, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9972612704150379, "total_loss": 0.7139213050249964}
{"data_time": 0.021693551912903786, "eta_seconds": 99416.15794890095, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.3112449799196787, "fast_rcnn/fg_cls_accuracy": 0.6419261181121818, "iteration": 169899, "loss_box_reg": 0.21598842274397612, "loss_cls": 0.16857292037457228, "loss_mask": 0.23137360997498035, "loss_rpn_cls": 0.0325341981370002, "loss_rpn_loc": 0.07145539484918118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916557434105494, "mask_rcnn/false_negative": 0.09862613622677588, "mask_rcnn/false_positive": 0.11856070073102895, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9896728335879743, "total_loss": 0.7409869307884946}
{"data_time": 0.023887760937213898, "eta_seconds": 99426.18328666314, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.30044876174998614, "fast_rcnn/fg_cls_accuracy": 0.6879849639617892, "iteration": 169919, "loss_box_reg": 0.2340172491967678, "loss_cls": 0.18480298295617104, "loss_mask": 0.25408691726624966, "loss_rpn_cls": 0.03697564918547869, "loss_rpn_loc": 0.07962012686766684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945998234971286, "mask_rcnn/false_negative": 0.10066455413070743, "mask_rcnn/false_positive": 0.11052340628826085, "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": 1.0133852811995894, "total_loss": 0.7795161307440139}
{"data_time": 0.01460490352474153, "eta_seconds": 99444.79719802272, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2967298761609907, "fast_rcnn/fg_cls_accuracy": 0.6675601519628536, "iteration": 169939, "loss_box_reg": 0.20325957611203194, "loss_cls": 0.17513755755499005, "loss_mask": 0.24412698298692703, "loss_rpn_cls": 0.02641761943232268, "loss_rpn_loc": 0.0499332090257667, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858581617647645, "mask_rcnn/false_negative": 0.0972113667496788, "mask_rcnn/false_positive": 0.12203016948461665, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0130390645936131, "total_loss": 0.7075681298156269}
{"data_time": 0.012936732033267617, "eta_seconds": 99464.2233267799, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3051013806187014, "fast_rcnn/fg_cls_accuracy": 0.6675209342495587, "iteration": 169959, "loss_box_reg": 0.23436529748141766, "loss_cls": 0.18872316926717758, "loss_mask": 0.2450670339167118, "loss_rpn_cls": 0.03119390265783295, "loss_rpn_loc": 0.06431134999729693, "lr": 0.0001, "mask_rcnn/accuracy": 0.890591198308035, "mask_rcnn/false_negative": 0.09502014607439392, "mask_rcnn/false_positive": 0.10660991548364596, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9976888343226165, "total_loss": 0.785067186341621}
{"data_time": 0.01472834823653102, "eta_seconds": 99420.44721380342, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2994791666666667, "fast_rcnn/fg_cls_accuracy": 0.6781250000000001, "iteration": 169979, "loss_box_reg": 0.21057284995913506, "loss_cls": 0.17330275755375624, "loss_mask": 0.23393543250858784, "loss_rpn_cls": 0.03245797357521951, "loss_rpn_loc": 0.06786133674904704, "lr": 0.0001, "mask_rcnn/accuracy": 0.903963555530908, "mask_rcnn/false_negative": 0.08089985260427415, "mask_rcnn/false_positive": 0.11243464685954865, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9703406663611531, "total_loss": 0.7256583364214748}
{"bbox/AP": 41.91253603696406, "bbox/AP-airplane": 63.11031327764191, "bbox/AP-apple": 19.981669420922245, "bbox/AP-backpack": 16.90265978564383, "bbox/AP-banana": 26.485549953692562, "bbox/AP-baseball bat": 34.498072104085736, "bbox/AP-baseball glove": 39.98496592337762, "bbox/AP-bear": 70.80010189059062, "bbox/AP-bed": 46.3472996899763, "bbox/AP-bench": 25.115476722294222, "bbox/AP-bicycle": 31.77726302015727, "bbox/AP-bird": 36.146078628824284, "bbox/AP-boat": 28.5277405654487, "bbox/AP-book": 15.190056071015363, "bbox/AP-bottle": 40.899565777424066, "bbox/AP-bowl": 41.64455226650579, "bbox/AP-broccoli": 23.70278514578094, "bbox/AP-bus": 65.60954537655265, "bbox/AP-cake": 37.495934394599104, "bbox/AP-car": 45.21080323907916, "bbox/AP-carrot": 21.9800107718487, "bbox/AP-cat": 64.83204057052696, "bbox/AP-cell phone": 32.889108731810104, "bbox/AP-chair": 28.195728587006492, "bbox/AP-clock": 50.88840049668293, "bbox/AP-couch": 43.636487549498135, "bbox/AP-cow": 57.776446874154416, "bbox/AP-cup": 42.64401269024584, "bbox/AP-dining table": 28.548778430051208, "bbox/AP-dog": 61.55652401338012, "bbox/AP-donut": 51.21396911527879, "bbox/AP-elephant": 63.06446241651764, "bbox/AP-fire hydrant": 65.59739729855215, "bbox/AP-fork": 34.54688546432112, "bbox/AP-frisbee": 66.07162410789859, "bbox/AP-giraffe": 65.35998311088534, "bbox/AP-hair drier": 6.508568891240269, "bbox/AP-handbag": 15.591400593100879, "bbox/AP-horse": 59.24837642435765, "bbox/AP-hot dog": 32.954529673039616, "bbox/AP-keyboard": 48.54727279453322, "bbox/AP-kite": 45.13794073254249, "bbox/AP-knife": 16.4105612395199, "bbox/AP-laptop": 57.62343893446731, "bbox/AP-microwave": 55.03638764141732, "bbox/AP-motorcycle": 44.17120537796214, "bbox/AP-mouse": 61.63037054162702, "bbox/AP-orange": 28.618226786267627, "bbox/AP-oven": 33.48625921958765, "bbox/AP-parking meter": 46.47203711301659, "bbox/AP-person": 55.02951930447717, "bbox/AP-pizza": 51.888917753569515, "bbox/AP-potted plant": 27.642782913690127, "bbox/AP-refrigerator": 54.71960883464306, "bbox/AP-remote": 31.814135727041027, "bbox/AP-sandwich": 33.146183590736584, "bbox/AP-scissors": 26.436696511639525, "bbox/AP-sheep": 49.947851365711315, "bbox/AP-sink": 36.4814656030226, "bbox/AP-skateboard": 52.11931865481606, "bbox/AP-skis": 24.423650763475926, "bbox/AP-snowboard": 40.11305841648793, "bbox/AP-spoon": 18.138150041999275, "bbox/AP-sports ball": 49.305089758960754, "bbox/AP-stop sign": 68.17528511686059, "bbox/AP-suitcase": 37.635309711559714, "bbox/AP-surfboard": 40.396096767996276, "bbox/AP-teddy bear": 44.55785820519673, "bbox/AP-tennis racket": 46.51567880173332, "bbox/AP-tie": 33.89269632026984, "bbox/AP-toaster": 42.34632363492103, "bbox/AP-toilet": 59.548764497115194, "bbox/AP-toothbrush": 25.651739760148008, "bbox/AP-traffic light": 28.374515127843225, "bbox/AP-train": 60.56099312706525, "bbox/AP-truck": 36.259053767249576, "bbox/AP-tv": 55.096339444680645, "bbox/AP-umbrella": 39.8665532971818, "bbox/AP-vase": 41.12565302323985, "bbox/AP-wine glass": 36.777689100671736, "bbox/AP-zebra": 65.3470345681705, "bbox/AP50": 63.890786904115856, "bbox/AP75": 45.864624773319925, "bbox/APl": 52.54983110332542, "bbox/APm": 45.4776155291456, "bbox/APs": 27.077671880560416, "data_time": 0.017485787626355886, "eta_seconds": 99383.29940196127, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.320479845677772, "fast_rcnn/fg_cls_accuracy": 0.6290279768540639, "iteration": 169999, "loss_box_reg": 0.2079975474625826, "loss_cls": 0.17686795070767403, "loss_mask": 0.23485781624913216, "loss_rpn_cls": 0.02887431246927008, "loss_rpn_loc": 0.07331660622730851, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028118615684831, "mask_rcnn/false_negative": 0.0903919019895765, "mask_rcnn/false_positive": 0.11519086366315917, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "segm/AP": 38.86244160650201, "segm/AP-airplane": 51.19559026597534, "segm/AP-apple": 19.707530934162445, "segm/AP-backpack": 17.217316426695763, "segm/AP-banana": 23.197839019823903, "segm/AP-baseball bat": 28.915731244482817, "segm/AP-baseball glove": 44.74407006736641, "segm/AP-bear": 72.12529219536226, "segm/AP-bed": 33.59715016832099, "segm/AP-bench": 18.933231874379906, "segm/AP-bicycle": 18.861101202833535, "segm/AP-bird": 32.03758961576417, "segm/AP-boat": 25.623168253813976, "segm/AP-book": 11.624750797056848, "segm/AP-bottle": 40.41518254133867, "segm/AP-bowl": 39.64954970311994, "segm/AP-broccoli": 23.78217701309759, "segm/AP-bus": 64.55880971509393, "segm/AP-cake": 39.288817880334015, "segm/AP-car": 42.68220408605352, "segm/AP-carrot": 19.143773651478277, "segm/AP-cat": 67.53674536881378, "segm/AP-cell phone": 33.122919755098984, "segm/AP-chair": 19.705873304848843, "segm/AP-clock": 51.73400478771799, "segm/AP-couch": 37.570294397930596, "segm/AP-cow": 50.40726637906092, "segm/AP-cup": 43.43712042095228, "segm/AP-dining table": 16.95070613446852, "segm/AP-dog": 58.81619590389487, "segm/AP-donut": 52.32573424725836, "segm/AP-elephant": 59.11452579100367, "segm/AP-fire hydrant": 65.74209159203993, "segm/AP-fork": 18.666664933826034, "segm/AP-frisbee": 63.725181351766615, "segm/AP-giraffe": 51.98510238931986, "segm/AP-hair drier": 2.112373260226786, "segm/AP-handbag": 15.367987548346953, "segm/AP-horse": 43.81115438632483, "segm/AP-hot dog": 28.43803790732573, "segm/AP-keyboard": 47.50014162266487, "segm/AP-kite": 34.191885552413424, "segm/AP-knife": 12.05270086420667, "segm/AP-laptop": 59.35143899624084, "segm/AP-microwave": 58.693586825312124, "segm/AP-motorcycle": 35.85754433640608, "segm/AP-mouse": 60.93027563793213, "segm/AP-orange": 28.736728506087683, "segm/AP-oven": 33.708364445997056, "segm/AP-parking meter": 46.871853786164976, "segm/AP-person": 49.006954024371055, "segm/AP-pizza": 51.63154355041593, "segm/AP-potted plant": 23.655561618882352, "segm/AP-refrigerator": 56.9180942263262, "segm/AP-remote": 32.64246539688512, "segm/AP-sandwich": 34.21403608648797, "segm/AP-scissors": 19.1226024862295, "segm/AP-sheep": 44.745570245237154, "segm/AP-sink": 36.25997300770323, "segm/AP-skateboard": 33.056423016601926, "segm/AP-skis": 3.309584283246478, "segm/AP-snowboard": 25.985044172638855, "segm/AP-spoon": 12.946368269257254, "segm/AP-sports ball": 50.21580231138384, "segm/AP-stop sign": 68.60413690692498, "segm/AP-suitcase": 41.1548033141645, "segm/AP-surfboard": 33.84662618392412, "segm/AP-teddy bear": 43.65520485102127, "segm/AP-tennis racket": 56.04454656666481, "segm/AP-tie": 33.01478974496768, "segm/AP-toaster": 50.95338178319111, "segm/AP-toilet": 58.53746972986035, "segm/AP-toothbrush": 19.257026100796395, "segm/AP-traffic light": 27.76724524015392, "segm/AP-train": 61.03261648186261, "segm/AP-truck": 35.91060757544201, "segm/AP-tv": 59.351502580724436, "segm/AP-umbrella": 47.23044588952088, "segm/AP-vase": 41.32254666007755, "segm/AP-wine glass": 33.81085977935495, "segm/AP-zebra": 58.026119345636765, "segm/AP50": 60.939192847856425, "segm/AP75": 41.960185375055985, "segm/APl": 53.806858819156254, "segm/APm": 41.589473445531276, "segm/APs": 21.24429995244741, "time": 0.974650927586481, "total_loss": 0.7180020053056069}
{"data_time": 0.015026751905679703, "eta_seconds": 99348.84519790765, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.25819054791941254, "fast_rcnn/fg_cls_accuracy": 0.7011558538404177, "iteration": 170019, "loss_box_reg": 0.20259596221148968, "loss_cls": 0.17143860273063183, "loss_mask": 0.23853767476975918, "loss_rpn_cls": 0.034127727965824306, "loss_rpn_loc": 0.06846742937341332, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986709436483316, "mask_rcnn/false_negative": 0.0880098101479717, "mask_rcnn/false_positive": 0.10584304816964553, "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": 0.9836855859030038, "total_loss": 0.689622619538568}
{"data_time": 0.02175735356286168, "eta_seconds": 99306.96723955683, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2641857888175816, "fast_rcnn/fg_cls_accuracy": 0.7020408163265306, "iteration": 170039, "loss_box_reg": 0.2003205604851246, "loss_cls": 0.1610957682132721, "loss_mask": 0.22715999372303486, "loss_rpn_cls": 0.029713104711845517, "loss_rpn_loc": 0.07131577050313354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092902310852946, "mask_rcnn/false_negative": 0.09977833201143918, "mask_rcnn/false_positive": 0.0908252096640528, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9852138585411012, "total_loss": 0.7239871089113876}
{"data_time": 0.016847762279212475, "eta_seconds": 99287.09789837245, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.308366920435886, "fast_rcnn/fg_cls_accuracy": 0.6356759004542256, "iteration": 170059, "loss_box_reg": 0.18904833402484655, "loss_cls": 0.1591037791222334, "loss_mask": 0.22868619672954082, "loss_rpn_cls": 0.031133087817579508, "loss_rpn_loc": 0.08075993857346475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975423555498149, "mask_rcnn/false_negative": 0.09485279126898796, "mask_rcnn/false_positive": 0.11983013486158774, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9953764076344669, "total_loss": 0.6772874946473166}
{"data_time": 0.012398811988532543, "eta_seconds": 99321.04664670303, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23672818409660515, "fast_rcnn/fg_cls_accuracy": 0.7245105767967415, "iteration": 170079, "loss_box_reg": 0.20331365428864956, "loss_cls": 0.15422955621033907, "loss_mask": 0.21782921440899372, "loss_rpn_cls": 0.024454143713228405, "loss_rpn_loc": 0.06310575269162655, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060093343262504, "mask_rcnn/false_negative": 0.08246731072432709, "mask_rcnn/false_positive": 0.0983619592669942, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9865163816139102, "total_loss": 0.6786135910078883}
{"data_time": 0.014473308576270938, "eta_seconds": 99269.35022275429, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.24301893576222436, "fast_rcnn/fg_cls_accuracy": 0.713769060710844, "iteration": 170099, "loss_box_reg": 0.18790277559310198, "loss_cls": 0.15309414640069008, "loss_mask": 0.23554817214608192, "loss_rpn_cls": 0.032792052370496094, "loss_rpn_loc": 0.06965020089410245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944659667186794, "mask_rcnn/false_negative": 0.08509178442496573, "mask_rcnn/false_positive": 0.101055524139481, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9746987808030099, "total_loss": 0.6993299135938287}
{"data_time": 0.020922611700370908, "eta_seconds": 99281.28641986288, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29339901477832514, "fast_rcnn/fg_cls_accuracy": 0.671593525667073, "iteration": 170119, "loss_box_reg": 0.22252356354147196, "loss_cls": 0.18229121901094913, "loss_mask": 0.23299415782094002, "loss_rpn_cls": 0.031390150310471654, "loss_rpn_loc": 0.07517115445807576, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976214652872025, "mask_rcnn/false_negative": 0.08547405312579022, "mask_rcnn/false_positive": 0.11937508852651105, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0194203292485327, "total_loss": 0.7306495208758861}
{"data_time": 0.014271207619458437, "eta_seconds": 99223.2719349768, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27872670807453415, "fast_rcnn/fg_cls_accuracy": 0.7114142139267767, "iteration": 170139, "loss_box_reg": 0.22116963006556034, "loss_cls": 0.18954606726765633, "loss_mask": 0.2393273487687111, "loss_rpn_cls": 0.03458890016190708, "loss_rpn_loc": 0.07468651729868725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948894920934212, "mask_rcnn/false_negative": 0.09586666238634595, "mask_rcnn/false_positive": 0.11576363129827211, "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": 0.9757055433001369, "total_loss": 0.7463260410586372}
{"data_time": 0.016085915733128786, "eta_seconds": 99169.35589849949, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.26758228747336016, "fast_rcnn/fg_cls_accuracy": 0.7138225999782064, "iteration": 170159, "loss_box_reg": 0.20355991926044226, "loss_cls": 0.16214470379054546, "loss_mask": 0.22195891849696636, "loss_rpn_cls": 0.034079976729117334, "loss_rpn_loc": 0.053176349960267544, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024152483607988, "mask_rcnn/false_negative": 0.08260735066094922, "mask_rcnn/false_positive": 0.10632401727038737, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9989233061205596, "total_loss": 0.6708856915938668}
{"data_time": 0.021468878025189042, "eta_seconds": 99167.01958118007, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2846379449838188, "fast_rcnn/fg_cls_accuracy": 0.6968530297957818, "iteration": 170179, "loss_box_reg": 0.21606784965842962, "loss_cls": 0.1832561930641532, "loss_mask": 0.2399169821292162, "loss_rpn_cls": 0.028615241404622793, "loss_rpn_loc": 0.06788378895726055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886170601961715, "mask_rcnn/false_negative": 0.09414334955754769, "mask_rcnn/false_positive": 0.12423631356140992, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.996809899341315, "total_loss": 0.7202438345993869}
{"data_time": 0.01764806406572461, "eta_seconds": 99097.40520613268, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.28353817504655493, "fast_rcnn/fg_cls_accuracy": 0.6754888268156425, "iteration": 170199, "loss_box_reg": 0.2200125027447939, "loss_cls": 0.17304207384586334, "loss_mask": 0.24260521680116653, "loss_rpn_cls": 0.03200319060124457, "loss_rpn_loc": 0.06649742799345404, "lr": 0.0001, "mask_rcnn/accuracy": 0.898546209103162, "mask_rcnn/false_negative": 0.09080183952680251, "mask_rcnn/false_positive": 0.10847993855478218, "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": 1.0047577740624547, "total_loss": 0.7396107932727318}
{"data_time": 0.018300203839316964, "eta_seconds": 99077.54600669257, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.31184734963598326, "fast_rcnn/fg_cls_accuracy": 0.6774498944398686, "iteration": 170219, "loss_box_reg": 0.21264852955937386, "loss_cls": 0.17119588796049356, "loss_mask": 0.2477001752704382, "loss_rpn_cls": 0.034137685666792095, "loss_rpn_loc": 0.057442553457804024, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890205674057828, "mask_rcnn/false_negative": 0.10143401364950486, "mask_rcnn/false_positive": 0.11293678412606523, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.979333711322397, "total_loss": 0.7278817814076319}
{"data_time": 0.018511118134483695, "eta_seconds": 99005.03955870867, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2778343023255814, "fast_rcnn/fg_cls_accuracy": 0.6834514170040487, "iteration": 170239, "loss_box_reg": 0.20762857794761658, "loss_cls": 0.15590836107730865, "loss_mask": 0.22580565325915813, "loss_rpn_cls": 0.026461132569238544, "loss_rpn_loc": 0.058326684462372214, "lr": 0.0001, "mask_rcnn/accuracy": 0.9102111602739875, "mask_rcnn/false_negative": 0.08293013310307004, "mask_rcnn/false_positive": 0.0939649545535607, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.970512324012816, "total_loss": 0.6781615599174984}
{"data_time": 0.02370967250317335, "eta_seconds": 98977.80796137638, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.27010600195361967, "fast_rcnn/fg_cls_accuracy": 0.6627975105463257, "iteration": 170259, "loss_box_reg": 0.21172206103801727, "loss_cls": 0.1726956767961383, "loss_mask": 0.23482462391257286, "loss_rpn_cls": 0.02909399289637804, "loss_rpn_loc": 0.06834391923621297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954750695851926, "mask_rcnn/false_negative": 0.08131125626085864, "mask_rcnn/false_positive": 0.11389261009250737, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0078936161007732, "total_loss": 0.7259767009527422}
{"data_time": 0.017723580822348595, "eta_seconds": 99067.67373908311, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3083628841607565, "fast_rcnn/fg_cls_accuracy": 0.6518976141899488, "iteration": 170279, "loss_box_reg": 0.23403930105268955, "loss_cls": 0.19628840312361717, "loss_mask": 0.23181405942887068, "loss_rpn_cls": 0.03259643726050854, "loss_rpn_loc": 0.07892352994531393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942791774753518, "mask_rcnn/false_negative": 0.09842039862670166, "mask_rcnn/false_positive": 0.11386819000512144, "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": 1.0407325946725905, "total_loss": 0.7718228554585949}
{"data_time": 0.014314771629869938, "eta_seconds": 99061.83187554125, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.29452054794520544, "fast_rcnn/fg_cls_accuracy": 0.6964133462172455, "iteration": 170299, "loss_box_reg": 0.20921674277633429, "loss_cls": 0.16903328243643045, "loss_mask": 0.22418884001672268, "loss_rpn_cls": 0.03767344634979963, "loss_rpn_loc": 0.06929399957880378, "lr": 0.0001, "mask_rcnn/accuracy": 0.9120166351966342, "mask_rcnn/false_negative": 0.09213344436160747, "mask_rcnn/false_positive": 0.08629793927058456, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9933245519641787, "total_loss": 0.7240684185526334}
{"data_time": 0.015624742489308119, "eta_seconds": 99041.95989321917, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.23270982032980556, "fast_rcnn/fg_cls_accuracy": 0.7585134821013482, "iteration": 170319, "loss_box_reg": 0.20220272988080978, "loss_cls": 0.17196648847311735, "loss_mask": 0.22898626327514648, "loss_rpn_cls": 0.03350268164649606, "loss_rpn_loc": 0.07367535540834069, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057206873445172, "mask_rcnn/false_negative": 0.08718019287550553, "mask_rcnn/false_positive": 0.10060152491258276, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0054928094614297, "total_loss": 0.7047140581998974}
{"data_time": 0.018088278826326132, "eta_seconds": 99022.0879108971, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28572584876801643, "fast_rcnn/fg_cls_accuracy": 0.6750210260723297, "iteration": 170339, "loss_box_reg": 0.2232672106474638, "loss_cls": 0.1852318411692977, "loss_mask": 0.2255872990936041, "loss_rpn_cls": 0.03318244800902903, "loss_rpn_loc": 0.07440332602709532, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059246093881215, "mask_rcnn/false_negative": 0.07956100303933455, "mask_rcnn/false_positive": 0.1040255576318444, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9847098260652274, "total_loss": 0.7306822173413821}
{"data_time": 0.016233727568760514, "eta_seconds": 99018.32620371133, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2997813847880952, "fast_rcnn/fg_cls_accuracy": 0.6811793174352416, "iteration": 170359, "loss_box_reg": 0.22489338368177414, "loss_cls": 0.18824968952685595, "loss_mask": 0.23037667758762836, "loss_rpn_cls": 0.037501662503927946, "loss_rpn_loc": 0.08512264443561435, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000567935067654, "mask_rcnn/false_negative": 0.09253975947604698, "mask_rcnn/false_positive": 0.1025476277737192, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9963465570472181, "total_loss": 0.7788334637880325}
{"data_time": 0.018613700289279222, "eta_seconds": 98984.80222473852, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.32621178854923155, "fast_rcnn/fg_cls_accuracy": 0.6518800571156592, "iteration": 170379, "loss_box_reg": 0.22582917287945747, "loss_cls": 0.18218814674764872, "loss_mask": 0.24277710355818272, "loss_rpn_cls": 0.03399566048756242, "loss_rpn_loc": 0.0636324044317007, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033079876043184, "mask_rcnn/false_negative": 0.07801366879421648, "mask_rcnn/false_positive": 0.10869466505162527, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9992668323684484, "total_loss": 0.774467547191307}
{"data_time": 0.01730048470199108, "eta_seconds": 98892.684622854, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2523521443588376, "fast_rcnn/fg_cls_accuracy": 0.6992534919662905, "iteration": 170399, "loss_box_reg": 0.2388664335012436, "loss_cls": 0.18649842776358128, "loss_mask": 0.24396104365587234, "loss_rpn_cls": 0.03963686339557171, "loss_rpn_loc": 0.08470756746828556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994556120979498, "mask_rcnn/false_negative": 0.08698557542433366, "mask_rcnn/false_positive": 0.11004608319011316, "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": 0.9889788569416851, "total_loss": 0.7801579504739493}
{"data_time": 0.021506010554730892, "eta_seconds": 98840.83646878134, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2778727445394112, "fast_rcnn/fg_cls_accuracy": 0.6755719446116797, "iteration": 170419, "loss_box_reg": 0.21322827972471714, "loss_cls": 0.17163041606545448, "loss_mask": 0.22839121147990227, "loss_rpn_cls": 0.03292540437541902, "loss_rpn_loc": 0.08105106616858393, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053820440793873, "mask_rcnn/false_negative": 0.07396353622411667, "mask_rcnn/false_positive": 0.1135987082127636, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9775179119314998, "total_loss": 0.7355299415066838}
{"data_time": 0.014387531904503703, "eta_seconds": 98891.55685881153, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2744822338384173, "fast_rcnn/fg_cls_accuracy": 0.6826292146174036, "iteration": 170439, "loss_box_reg": 0.22413179837167263, "loss_cls": 0.17396613117307425, "loss_mask": 0.2311431486159563, "loss_rpn_cls": 0.029937441577203572, "loss_rpn_loc": 0.07612086413428187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962408756993258, "mask_rcnn/false_negative": 0.08862151228210066, "mask_rcnn/false_positive": 0.10671150696691374, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0060744010843337, "total_loss": 0.7604283998953179}
{"data_time": 0.016673515317961574, "eta_seconds": 98859.12325427402, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30995670995671, "fast_rcnn/fg_cls_accuracy": 0.6650858504791088, "iteration": 170459, "loss_box_reg": 0.21966588869690895, "loss_cls": 0.18660221807658672, "loss_mask": 0.23337272927165031, "loss_rpn_cls": 0.04522585531231016, "loss_rpn_loc": 0.0771115436218679, "lr": 0.0001, "mask_rcnn/accuracy": 0.900220268031455, "mask_rcnn/false_negative": 0.09151489899900339, "mask_rcnn/false_positive": 0.1088767750856065, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0022505391389132, "total_loss": 0.7364335230085999}
{"data_time": 0.015170626807957888, "eta_seconds": 98868.9820548892, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2829832978950447, "fast_rcnn/fg_cls_accuracy": 0.6498572987492655, "iteration": 170479, "loss_box_reg": 0.2262580543756485, "loss_cls": 0.180583612062037, "loss_mask": 0.2471949439495802, "loss_rpn_cls": 0.03595601429697126, "loss_rpn_loc": 0.07210377580486238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877586555300401, "mask_rcnn/false_negative": 0.11106638822791154, "mask_rcnn/false_positive": 0.12249371850541897, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.0257591735571623, "total_loss": 0.7923702121479437}
{"data_time": 0.014759007608518004, "eta_seconds": 98871.87534698751, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2916490486257928, "fast_rcnn/fg_cls_accuracy": 0.69369274136716, "iteration": 170499, "loss_box_reg": 0.19899022299796343, "loss_cls": 0.16489415895193815, "loss_mask": 0.23531903326511383, "loss_rpn_cls": 0.02953237568726763, "loss_rpn_loc": 0.06206764525268227, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049205748117977, "mask_rcnn/false_negative": 0.08039111949836317, "mask_rcnn/false_positive": 0.10603116528859917, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0047339203301817, "total_loss": 0.7013965272490168}
{"data_time": 0.022652575513347983, "eta_seconds": 98819.06751983799, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3089184471537015, "fast_rcnn/fg_cls_accuracy": 0.6718152049552215, "iteration": 170519, "loss_box_reg": 0.20625901967287064, "loss_cls": 0.15790502913296223, "loss_mask": 0.23936537466943264, "loss_rpn_cls": 0.0322753950022161, "loss_rpn_loc": 0.06987918703816831, "lr": 0.0001, "mask_rcnn/accuracy": 0.898480681335034, "mask_rcnn/false_negative": 0.08333630669605119, "mask_rcnn/false_positive": 0.10828583480723383, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9673163024708629, "total_loss": 0.7204984492855147}
{"data_time": 0.01420349138788879, "eta_seconds": 98839.44925954565, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2644736842105263, "fast_rcnn/fg_cls_accuracy": 0.7082828282828283, "iteration": 170539, "loss_box_reg": 0.2013760358095169, "loss_cls": 0.1621244829148054, "loss_mask": 0.2332519292831421, "loss_rpn_cls": 0.028690773877315223, "loss_rpn_loc": 0.07337723765522242, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974581170187373, "mask_rcnn/false_negative": 0.09386794144922217, "mask_rcnn/false_positive": 0.10985904332300737, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0180593603290617, "total_loss": 0.6913795657455921}
{"data_time": 0.01719040237367153, "eta_seconds": 98819.57404352725, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2819180819180819, "fast_rcnn/fg_cls_accuracy": 0.6952602952602953, "iteration": 170559, "loss_box_reg": 0.20325595885515213, "loss_cls": 0.15489572193473577, "loss_mask": 0.2241976112127304, "loss_rpn_cls": 0.030745576368644834, "loss_rpn_loc": 0.06203650974202901, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945059868039605, "mask_rcnn/false_negative": 0.09010319109411995, "mask_rcnn/false_positive": 0.11600839924128062, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9985084845684469, "total_loss": 0.6762128833215684}
{"data_time": 0.01596267893910408, "eta_seconds": 98818.70337720495, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2825933075933076, "fast_rcnn/fg_cls_accuracy": 0.6884569298362402, "iteration": 170579, "loss_box_reg": 0.2295892909169197, "loss_cls": 0.18809859920293093, "loss_mask": 0.2399447299540043, "loss_rpn_cls": 0.033678449457511306, "loss_rpn_loc": 0.08205902684130706, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963093320034781, "mask_rcnn/false_negative": 0.09875411599421097, "mask_rcnn/false_positive": 0.10868331557678351, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0209420369938016, "total_loss": 0.7893183566629887}
{"data_time": 0.014590800274163485, "eta_seconds": 98796.23776609078, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26397555307507914, "fast_rcnn/fg_cls_accuracy": 0.696107916850951, "iteration": 170599, "loss_box_reg": 0.20540615357458591, "loss_cls": 0.16936499951407313, "loss_mask": 0.23584823869168758, "loss_rpn_cls": 0.03463319246657193, "loss_rpn_loc": 0.07391000189818442, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996570902797209, "mask_rcnn/false_negative": 0.09613917508808592, "mask_rcnn/false_positive": 0.10006976803651366, "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": 0.9820570894517004, "total_loss": 0.7046065914910287}
{"data_time": 0.017503955401480198, "eta_seconds": 98784.28358436096, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.261103733215287, "fast_rcnn/fg_cls_accuracy": 0.6764069264069263, "iteration": 170619, "loss_box_reg": 0.22148774843662977, "loss_cls": 0.17533645126968622, "loss_mask": 0.23793559148907661, "loss_rpn_cls": 0.0294292121543549, "loss_rpn_loc": 0.061347829760052264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874087494846423, "mask_rcnn/false_negative": 0.08572450002166063, "mask_rcnn/false_positive": 0.1321547625323959, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9944990151561797, "total_loss": 0.7189960412215441}
{"data_time": 0.015334083000198007, "eta_seconds": 98860.6496668607, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.33057395143487855, "fast_rcnn/fg_cls_accuracy": 0.6368505877891544, "iteration": 170639, "loss_box_reg": 0.24884235858917236, "loss_cls": 0.2066495157778263, "loss_mask": 0.24799561314284801, "loss_rpn_cls": 0.03312841791193932, "loss_rpn_loc": 0.08087584178429097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894712490416901, "mask_rcnn/false_negative": 0.09677669303741152, "mask_rcnn/false_positive": 0.11545254733108035, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 209.875, "rpn/num_pos_anchors": 46.125, "time": 1.0319255194626749, "total_loss": 0.8175599782261997}
{"data_time": 0.02132036630064249, "eta_seconds": 98840.75018021278, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3053801211089034, "fast_rcnn/fg_cls_accuracy": 0.6497046956318344, "iteration": 170659, "loss_box_reg": 0.21785338036715984, "loss_cls": 0.16661547776311636, "loss_mask": 0.2380909938365221, "loss_rpn_cls": 0.027703936910256743, "loss_rpn_loc": 0.05741826572921127, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035603934963303, "mask_rcnn/false_negative": 0.08626182775562008, "mask_rcnn/false_positive": 0.11447372375525443, "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": 0.993034539045766, "total_loss": 0.7109227136243135}
{"data_time": 0.016228942200541496, "eta_seconds": 98808.87698093429, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3035547785547785, "fast_rcnn/fg_cls_accuracy": 0.6577350427350428, "iteration": 170679, "loss_box_reg": 0.2004213836044073, "loss_cls": 0.1590552842244506, "loss_mask": 0.23466353863477707, "loss_rpn_cls": 0.03443621192127466, "loss_rpn_loc": 0.08664158137980849, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951413353039628, "mask_rcnn/false_negative": 0.08451574318393745, "mask_rcnn/false_positive": 0.125142495067059, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.973079671151936, "total_loss": 0.7619373062625527}
{"data_time": 0.02028251765295863, "eta_seconds": 98762.67662637401, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2927952420269717, "fast_rcnn/fg_cls_accuracy": 0.6763144590495449, "iteration": 170699, "loss_box_reg": 0.21394947776570916, "loss_cls": 0.17046280577778816, "loss_mask": 0.23910897597670555, "loss_rpn_cls": 0.03424504236318171, "loss_rpn_loc": 0.08723722328431904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907983757314114, "mask_rcnn/false_negative": 0.09433238676183994, "mask_rcnn/false_positive": 0.12982859729356216, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9862975524738431, "total_loss": 0.7343492736108601}
{"data_time": 0.02531481091864407, "eta_seconds": 98742.78484860435, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.29476448281023904, "fast_rcnn/fg_cls_accuracy": 0.6906199062754687, "iteration": 170719, "loss_box_reg": 0.2035306105390191, "loss_cls": 0.1680973181501031, "loss_mask": 0.22907825373113155, "loss_rpn_cls": 0.024804353015497327, "loss_rpn_loc": 0.07681502774357796, "lr": 0.0001, "mask_rcnn/accuracy": 0.90188292226521, "mask_rcnn/false_negative": 0.09255958561660908, "mask_rcnn/false_positive": 0.09684295768372703, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.006291237892583, "total_loss": 0.7090468305395916}
{"data_time": 0.022691061720252037, "eta_seconds": 98766.2417104328, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.29903322406012534, "fast_rcnn/fg_cls_accuracy": 0.6871991858728927, "iteration": 170739, "loss_box_reg": 0.21689325291663408, "loss_cls": 0.17363227903842926, "loss_mask": 0.23264996707439423, "loss_rpn_cls": 0.040263139992021024, "loss_rpn_loc": 0.09784066188149154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848639694507786, "mask_rcnn/false_negative": 0.10223306270556551, "mask_rcnn/false_positive": 0.1103605071562369, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0018155749421567, "total_loss": 0.7738640592433512}
{"data_time": 0.013961410615593195, "eta_seconds": 98761.8171645049, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30060957025297164, "fast_rcnn/fg_cls_accuracy": 0.6715432098765433, "iteration": 170759, "loss_box_reg": 0.21242638491094112, "loss_cls": 0.17414101213216782, "loss_mask": 0.24351776391267776, "loss_rpn_cls": 0.03689126344397664, "loss_rpn_loc": 0.0858422382734716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997363516697623, "mask_rcnn/false_negative": 0.08992126216676896, "mask_rcnn/false_positive": 0.10868376621677774, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9770129970274866, "total_loss": 0.7480402189539745}
{"data_time": 0.016526033403351903, "eta_seconds": 98774.28976268042, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30074107683000606, "fast_rcnn/fg_cls_accuracy": 0.6527298328488372, "iteration": 170779, "loss_box_reg": 0.20201214216649532, "loss_cls": 0.16882772324606776, "loss_mask": 0.22728052735328674, "loss_rpn_cls": 0.02869897265918553, "loss_rpn_loc": 0.06103771599009633, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050240945987771, "mask_rcnn/false_negative": 0.07448805133381008, "mask_rcnn/false_positive": 0.11239135221584122, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.035947663942352, "total_loss": 0.687866899126675}
{"data_time": 0.014999088365584612, "eta_seconds": 98847.68922179937, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.29438344594594595, "fast_rcnn/fg_cls_accuracy": 0.6693905576078758, "iteration": 170799, "loss_box_reg": 0.19324353989213705, "loss_cls": 0.15886214841157198, "loss_mask": 0.24842846021056175, "loss_rpn_cls": 0.03265755157917738, "loss_rpn_loc": 0.08161771134473383, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930165094230627, "mask_rcnn/false_negative": 0.09637962360536917, "mask_rcnn/false_positive": 0.11284909323265806, "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": 1.011980056995526, "total_loss": 0.7298616786720231}
{"data_time": 0.015423578908666968, "eta_seconds": 98870.54133406375, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28359473700428317, "fast_rcnn/fg_cls_accuracy": 0.6983896940418679, "iteration": 170819, "loss_box_reg": 0.20260880328714848, "loss_cls": 0.17187628615647554, "loss_mask": 0.23778259009122849, "loss_rpn_cls": 0.033527636085636914, "loss_rpn_loc": 0.07781528122723103, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014428119078011, "mask_rcnn/false_negative": 0.09102194484577102, "mask_rcnn/false_positive": 0.10590006529042353, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.011096853762865, "total_loss": 0.7378957978216931}
{"data_time": 0.02488030237145722, "eta_seconds": 98884.48769476265, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.332451085499866, "fast_rcnn/fg_cls_accuracy": 0.6255042301788456, "iteration": 170839, "loss_box_reg": 0.212366902269423, "loss_cls": 0.1762755587697029, "loss_mask": 0.229335218667984, "loss_rpn_cls": 0.029448920162394643, "loss_rpn_loc": 0.06811608374118805, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020820300358432, "mask_rcnn/false_negative": 0.08260865093803013, "mask_rcnn/false_positive": 0.12162544148036436, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9951246469281614, "total_loss": 0.722380981897004}
{"data_time": 0.014787417370826006, "eta_seconds": 98877.76931011118, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.33426120448179275, "fast_rcnn/fg_cls_accuracy": 0.6461592615769712, "iteration": 170859, "loss_box_reg": 0.20409300923347473, "loss_cls": 0.17116981465369463, "loss_mask": 0.2343254406005144, "loss_rpn_cls": 0.02972691663308069, "loss_rpn_loc": 0.08588421938475221, "lr": 0.0001, "mask_rcnn/accuracy": 0.899536432516555, "mask_rcnn/false_negative": 0.08708389124860316, "mask_rcnn/false_positive": 0.1081073501620099, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.00578646780923, "total_loss": 0.7273994127754122}
{"data_time": 0.02078340807929635, "eta_seconds": 98879.34366948903, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2762866959213525, "fast_rcnn/fg_cls_accuracy": 0.6981488660593138, "iteration": 170879, "loss_box_reg": 0.21586515614762902, "loss_cls": 0.16320774890482426, "loss_mask": 0.23883717320859432, "loss_rpn_cls": 0.028908595617394894, "loss_rpn_loc": 0.06924499874003232, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089400480796614, "mask_rcnn/false_negative": 0.07400134388097768, "mask_rcnn/false_positive": 0.10795501139142535, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0211012789513916, "total_loss": 0.7149462370434776}
{"data_time": 0.013967948267236352, "eta_seconds": 98842.17292396352, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.30079365079365084, "fast_rcnn/fg_cls_accuracy": 0.6769513248847927, "iteration": 170899, "loss_box_reg": 0.2171780690550804, "loss_cls": 0.16964572947472334, "loss_mask": 0.23730387911200523, "loss_rpn_cls": 0.03009578923229128, "loss_rpn_loc": 0.06720036873593926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992559125710209, "mask_rcnn/false_negative": 0.1018062372380317, "mask_rcnn/false_positive": 0.11320884004721504, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.982702350942418, "total_loss": 0.743160868762061}
{"data_time": 0.017022940097376704, "eta_seconds": 98839.44078665227, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2830641351207701, "fast_rcnn/fg_cls_accuracy": 0.6854600935246097, "iteration": 170919, "loss_box_reg": 0.20369692891836166, "loss_cls": 0.16110263532027602, "loss_mask": 0.23014063201844692, "loss_rpn_cls": 0.03271685435902327, "loss_rpn_loc": 0.06740939244627953, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056625950872961, "mask_rcnn/false_negative": 0.08541621694499911, "mask_rcnn/false_positive": 0.10828523559441705, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0246354734990746, "total_loss": 0.704123008530587}
{"data_time": 0.019247650634497404, "eta_seconds": 98848.10143538285, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31614501747198454, "fast_rcnn/fg_cls_accuracy": 0.6735222586443903, "iteration": 170939, "loss_box_reg": 0.19939454458653927, "loss_cls": 0.15726632345467806, "loss_mask": 0.22371135465800762, "loss_rpn_cls": 0.027923961984924972, "loss_rpn_loc": 0.06588949100114405, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908881723202612, "mask_rcnn/false_negative": 0.0908052156964276, "mask_rcnn/false_positive": 0.12338713766601656, "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": 1.0157248321920633, "total_loss": 0.6902777525829151}
{"data_time": 0.01919623278081417, "eta_seconds": 98912.79353119433, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30221711326039846, "fast_rcnn/fg_cls_accuracy": 0.6799587759632155, "iteration": 170959, "loss_box_reg": 0.21822751685976982, "loss_cls": 0.17802154831588268, "loss_mask": 0.23166762478649616, "loss_rpn_cls": 0.032276070094667375, "loss_rpn_loc": 0.06210202246438712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936918695350562, "mask_rcnn/false_negative": 0.09328524986881043, "mask_rcnn/false_positive": 0.11211106115312493, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0115893257316202, "total_loss": 0.7192102059489116}
{"data_time": 0.014854739885777235, "eta_seconds": 98924.91234113928, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31322843822843827, "fast_rcnn/fg_cls_accuracy": 0.6414587664587665, "iteration": 170979, "loss_box_reg": 0.20697004534304142, "loss_cls": 0.16933138016611338, "loss_mask": 0.22853335551917553, "loss_rpn_cls": 0.029647864284925163, "loss_rpn_loc": 0.07185695180669427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896678876414652, "mask_rcnn/false_negative": 0.09487985181493433, "mask_rcnn/false_positive": 0.11002038332832684, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9920560771133751, "total_loss": 0.717631661798805}
{"data_time": 0.020564953330904245, "eta_seconds": 99000.58616744354, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2902913446020555, "fast_rcnn/fg_cls_accuracy": 0.6946028995930109, "iteration": 170999, "loss_box_reg": 0.20920390356332064, "loss_cls": 0.17058764304965734, "loss_mask": 0.23013038001954556, "loss_rpn_cls": 0.03235878160921857, "loss_rpn_loc": 0.07404471444897354, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961025610902256, "mask_rcnn/false_negative": 0.07542852869757379, "mask_rcnn/false_positive": 0.1205950309921241, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.996013319818303, "total_loss": 0.7105349521734752}
{"data_time": 0.02419130434282124, "eta_seconds": 98987.44812311139, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2880630401626843, "fast_rcnn/fg_cls_accuracy": 0.6918121575124252, "iteration": 171019, "loss_box_reg": 0.21651824191212654, "loss_cls": 0.16947119776159525, "loss_mask": 0.22507222183048725, "loss_rpn_cls": 0.0254492349922657, "loss_rpn_loc": 0.06351242889650166, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940424442803436, "mask_rcnn/false_negative": 0.09062973472104617, "mask_rcnn/false_positive": 0.11137675383921183, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9894629584159702, "total_loss": 0.7006096664117649}
{"data_time": 0.018828155007213354, "eta_seconds": 98976.49280609563, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.2557362318126985, "fast_rcnn/fg_cls_accuracy": 0.7201260146567294, "iteration": 171039, "loss_box_reg": 0.20165755040943623, "loss_cls": 0.16264077741652727, "loss_mask": 0.2342364862561226, "loss_rpn_cls": 0.0342737736646086, "loss_rpn_loc": 0.06177204579580575, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998437791251808, "mask_rcnn/false_negative": 0.08538181803006906, "mask_rcnn/false_positive": 0.09777820560517128, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0011524979490787, "total_loss": 0.7044605140108615}
{"data_time": 0.02065652748569846, "eta_seconds": 98943.52017148398, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.25237642585551334, "fast_rcnn/fg_cls_accuracy": 0.7411616161616161, "iteration": 171059, "loss_box_reg": 0.18758856505155563, "loss_cls": 0.16843683645129204, "loss_mask": 0.22839258797466755, "loss_rpn_cls": 0.03516293514985591, "loss_rpn_loc": 0.08000593120232224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990439103562741, "mask_rcnn/false_negative": 0.08576733633935013, "mask_rcnn/false_positive": 0.10741451530441357, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9896341934800148, "total_loss": 0.6712739577051252}
{"data_time": 0.01957187056541443, "eta_seconds": 98923.51945990697, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.36609202768520893, "fast_rcnn/fg_cls_accuracy": 0.6263778518328633, "iteration": 171079, "loss_box_reg": 0.20078137703239918, "loss_cls": 0.17069057328626513, "loss_mask": 0.2375134900212288, "loss_rpn_cls": 0.03263063379563391, "loss_rpn_loc": 0.06054754299111664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962821915721921, "mask_rcnn/false_negative": 0.0881217586199356, "mask_rcnn/false_positive": 0.12259485909595863, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9893735663499683, "total_loss": 0.7156270532868803}
{"data_time": 0.015050058718770742, "eta_seconds": 98907.4421032099, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.26400790136911656, "fast_rcnn/fg_cls_accuracy": 0.7047169811320755, "iteration": 171099, "loss_box_reg": 0.2359054796397686, "loss_cls": 0.17890875786542892, "loss_mask": 0.24386730045080185, "loss_rpn_cls": 0.0348297135788016, "loss_rpn_loc": 0.07694998965598643, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071972848941303, "mask_rcnn/false_negative": 0.08474679686554434, "mask_rcnn/false_positive": 0.10022162901116458, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9962837051134557, "total_loss": 0.7873833534540609}
{"data_time": 0.013853379525244236, "eta_seconds": 98835.06902329624, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3299753732491919, "fast_rcnn/fg_cls_accuracy": 0.6362679656022611, "iteration": 171119, "loss_box_reg": 0.18922358192503452, "loss_cls": 0.1555416751652956, "loss_mask": 0.2340725176036358, "loss_rpn_cls": 0.029941142129246145, "loss_rpn_loc": 0.06643660366535187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918052108391524, "mask_rcnn/false_negative": 0.09492028211720417, "mask_rcnn/false_positive": 0.12400489648847965, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0001815806608647, "total_loss": 0.6675236618611962}
{"data_time": 0.015625377651304007, "eta_seconds": 98886.07803948689, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22938311688311688, "fast_rcnn/fg_cls_accuracy": 0.7427840256258487, "iteration": 171139, "loss_box_reg": 0.21874155662953854, "loss_cls": 0.17344486713409424, "loss_mask": 0.23590258322656155, "loss_rpn_cls": 0.028158189088571817, "loss_rpn_loc": 0.07916097296401858, "lr": 0.0001, "mask_rcnn/accuracy": 0.9159507098842901, "mask_rcnn/false_negative": 0.08077650942315193, "mask_rcnn/false_positive": 0.10219249166147881, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0189582481980324, "total_loss": 0.7001094617880881}
{"data_time": 0.013413324486464262, "eta_seconds": 98866.07276373543, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3233440152128746, "fast_rcnn/fg_cls_accuracy": 0.6389112722714656, "iteration": 171159, "loss_box_reg": 0.21540338173508644, "loss_cls": 0.17276162328198552, "loss_mask": 0.2337212711572647, "loss_rpn_cls": 0.02733136829920113, "loss_rpn_loc": 0.07075106166303158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960875314416396, "mask_rcnn/false_negative": 0.08384735291419623, "mask_rcnn/false_positive": 0.1163717561953336, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9961785695049912, "total_loss": 0.717802676721476}
{"data_time": 0.0160273564979434, "eta_seconds": 98836.46947350819, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24557170379514803, "fast_rcnn/fg_cls_accuracy": 0.704560697518444, "iteration": 171179, "loss_box_reg": 0.2082982435822487, "loss_cls": 0.1696415445767343, "loss_mask": 0.23777432553470135, "loss_rpn_cls": 0.03577289846725762, "loss_rpn_loc": 0.08506249124184251, "lr": 0.0001, "mask_rcnn/accuracy": 0.903935993039527, "mask_rcnn/false_negative": 0.08254522090390642, "mask_rcnn/false_positive": 0.11313764420472378, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9832178966607898, "total_loss": 0.7615548330359161}
{"data_time": 0.013625143328681588, "eta_seconds": 98755.10537521914, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3042455788285463, "fast_rcnn/fg_cls_accuracy": 0.6734613967201032, "iteration": 171199, "loss_box_reg": 0.19023908488452435, "loss_cls": 0.15732674859464169, "loss_mask": 0.2301849089562893, "loss_rpn_cls": 0.02690021484158933, "loss_rpn_loc": 0.0597344838315621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908359789091925, "mask_rcnn/false_negative": 0.09017253432871081, "mask_rcnn/false_positive": 0.12047849684504337, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9741295669227839, "total_loss": 0.6751863467507064}
{"data_time": 0.017468898557126522, "eta_seconds": 98787.43307335768, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2986920953825497, "fast_rcnn/fg_cls_accuracy": 0.6442809403763851, "iteration": 171219, "loss_box_reg": 0.21011877991259098, "loss_cls": 0.17390595097094774, "loss_mask": 0.2263966891914606, "loss_rpn_cls": 0.030000617785844952, "loss_rpn_loc": 0.07830495154485106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951609021704565, "mask_rcnn/false_negative": 0.08723445798807955, "mask_rcnn/false_positive": 0.11594813790230868, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0135934236459434, "total_loss": 0.7375521666835994}
{"data_time": 0.018200906459242105, "eta_seconds": 98869.36179321259, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28613896826407975, "fast_rcnn/fg_cls_accuracy": 0.7110256231722601, "iteration": 171239, "loss_box_reg": 0.22480974346399307, "loss_cls": 0.18168303929269314, "loss_mask": 0.23634804040193558, "loss_rpn_cls": 0.03708142647519708, "loss_rpn_loc": 0.0720545444637537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915757146332302, "mask_rcnn/false_negative": 0.0888444239659821, "mask_rcnn/false_positive": 0.1145503414182126, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0082809245213866, "total_loss": 0.7449790234677494}
{"data_time": 0.015181353781372309, "eta_seconds": 98766.04638497811, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.27541528239202656, "fast_rcnn/fg_cls_accuracy": 0.6984010233450592, "iteration": 171259, "loss_box_reg": 0.20279437396675348, "loss_cls": 0.16690664738416672, "loss_mask": 0.24081280268728733, "loss_rpn_cls": 0.028810255258576944, "loss_rpn_loc": 0.06641362886875868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943781356230568, "mask_rcnn/false_negative": 0.09238848874758182, "mask_rcnn/false_positive": 0.11540499383845171, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9948557568714023, "total_loss": 0.7107694237492979}
{"data_time": 0.020683736074715853, "eta_seconds": 98727.42855843157, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.24861334405144697, "fast_rcnn/fg_cls_accuracy": 0.7314898081534772, "iteration": 171279, "loss_box_reg": 0.20350856520235538, "loss_cls": 0.15517453756183386, "loss_mask": 0.23619559779763222, "loss_rpn_cls": 0.034001481253653765, "loss_rpn_loc": 0.07390321022830904, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032943087949465, "mask_rcnn/false_negative": 0.09400918374184468, "mask_rcnn/false_positive": 0.09885088145486744, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0303767868317664, "total_loss": 0.6896965156774968}
{"data_time": 0.021286808419972658, "eta_seconds": 98716.44947414752, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.26119107877254033, "fast_rcnn/fg_cls_accuracy": 0.6987720168692633, "iteration": 171299, "loss_box_reg": 0.2258091988041997, "loss_cls": 0.17396781221032143, "loss_mask": 0.24280387349426746, "loss_rpn_cls": 0.0344712738879025, "loss_rpn_loc": 0.07799535011872649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870731333219035, "mask_rcnn/false_negative": 0.08168506497427788, "mask_rcnn/false_positive": 0.11090634295341656, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9993494604714215, "total_loss": 0.7765903321560472}
{"data_time": 0.015391570050269365, "eta_seconds": 98666.10368238762, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29493591747421066, "fast_rcnn/fg_cls_accuracy": 0.6865096731617519, "iteration": 171319, "loss_box_reg": 0.22400333639234304, "loss_cls": 0.1929820328950882, "loss_mask": 0.2334433514624834, "loss_rpn_cls": 0.029623924987390637, "loss_rpn_loc": 0.07876224024221301, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036816622551045, "mask_rcnn/false_negative": 0.09701179125068446, "mask_rcnn/false_positive": 0.10476309158522132, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9866148759610951, "total_loss": 0.7453680317848921}
{"data_time": 0.016132676042616367, "eta_seconds": 98661.20157079771, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3099602473498233, "fast_rcnn/fg_cls_accuracy": 0.6718195266272189, "iteration": 171339, "loss_box_reg": 0.20881065586581826, "loss_cls": 0.17415299359709024, "loss_mask": 0.23944242671132088, "loss_rpn_cls": 0.04455912776757032, "loss_rpn_loc": 0.07321920921094716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986635640789676, "mask_rcnn/false_negative": 0.0876871777239036, "mask_rcnn/false_positive": 0.10501519234316566, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9934454779140651, "total_loss": 0.7196962439920753}
{"data_time": 0.02671442087739706, "eta_seconds": 98647.42253853008, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29534014360796507, "fast_rcnn/fg_cls_accuracy": 0.676372912355008, "iteration": 171359, "loss_box_reg": 0.2066434733569622, "loss_cls": 0.15898488834500313, "loss_mask": 0.2215679418295622, "loss_rpn_cls": 0.026392795203719288, "loss_rpn_loc": 0.06518742177286185, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046014675409817, "mask_rcnn/false_negative": 0.08681944069293346, "mask_rcnn/false_positive": 0.09514916008176494, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9969356255605817, "total_loss": 0.6812633650843054}
{"data_time": 0.015123274177312851, "eta_seconds": 98627.42103355471, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2876647546985599, "fast_rcnn/fg_cls_accuracy": 0.6623093429217654, "iteration": 171379, "loss_box_reg": 0.19510358665138483, "loss_cls": 0.15921724773943424, "loss_mask": 0.22981719113886356, "loss_rpn_cls": 0.03121553227538243, "loss_rpn_loc": 0.07249776006210595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915763095778853, "mask_rcnn/false_negative": 0.08758707176808853, "mask_rcnn/false_positive": 0.11669142023157139, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0034024743363261, "total_loss": 0.6818508596043102}
{"data_time": 0.014138537924736738, "eta_seconds": 98616.43280801363, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2548670062252405, "fast_rcnn/fg_cls_accuracy": 0.7214759169244366, "iteration": 171399, "loss_box_reg": 0.20583416894078255, "loss_cls": 0.16388306627050042, "loss_mask": 0.2278684452176094, "loss_rpn_cls": 0.029457325930707157, "loss_rpn_loc": 0.059421518351882696, "lr": 0.0001, "mask_rcnn/accuracy": 0.9090611645547062, "mask_rcnn/false_negative": 0.08656890285608254, "mask_rcnn/false_positive": 0.10229608764612722, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9770551817491651, "total_loss": 0.7011232730583288}
{"data_time": 0.014905097894370556, "eta_seconds": 98578.17404120229, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2889213775178687, "fast_rcnn/fg_cls_accuracy": 0.6734733245149912, "iteration": 171419, "loss_box_reg": 0.20368431881070137, "loss_cls": 0.16113486513495445, "loss_mask": 0.23142850305885077, "loss_rpn_cls": 0.02919859194662422, "loss_rpn_loc": 0.06368820159696043, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971512677528454, "mask_rcnn/false_negative": 0.0879323096034322, "mask_rcnn/false_positive": 0.12904579876826622, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9807393657974899, "total_loss": 0.7061151892412454}
{"data_time": 0.017660800833255053, "eta_seconds": 98585.99890321493, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2838053097345133, "fast_rcnn/fg_cls_accuracy": 0.6970603674540683, "iteration": 171439, "loss_box_reg": 0.21896305959671736, "loss_cls": 0.17816850822418928, "loss_mask": 0.22868544422090054, "loss_rpn_cls": 0.03142508526798338, "loss_rpn_loc": 0.06946475873701274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893162117810902, "mask_rcnn/false_negative": 0.09364070994050186, "mask_rcnn/false_positive": 0.11015882948861644, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.029809488914907, "total_loss": 0.7319072582758963}
{"data_time": 0.014679084997624159, "eta_seconds": 98647.16690896079, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.26519887729852143, "fast_rcnn/fg_cls_accuracy": 0.6893041366725576, "iteration": 171459, "loss_box_reg": 0.20606038253754377, "loss_cls": 0.16675381921231747, "loss_mask": 0.23940284550189972, "loss_rpn_cls": 0.030403711716644466, "loss_rpn_loc": 0.0694771851412952, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059622729749666, "mask_rcnn/false_negative": 0.08697008554448064, "mask_rcnn/false_positive": 0.10420891574644259, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.0163931301794946, "total_loss": 0.6940482069039717}
{"data_time": 0.018558696378022432, "eta_seconds": 98545.988351712, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2651039836704646, "fast_rcnn/fg_cls_accuracy": 0.7124475346589223, "iteration": 171479, "loss_box_reg": 0.21202393993735313, "loss_cls": 0.1748854536563158, "loss_mask": 0.23724491521716118, "loss_rpn_cls": 0.03377524530515075, "loss_rpn_loc": 0.09840185381472111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930146379345887, "mask_rcnn/false_negative": 0.08965381633391326, "mask_rcnn/false_positive": 0.11771685643968283, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0010007480159402, "total_loss": 0.7399101272458211}
{"data_time": 0.016185634303838015, "eta_seconds": 98501.19962217286, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.27629683555087436, "fast_rcnn/fg_cls_accuracy": 0.684733606557377, "iteration": 171499, "loss_box_reg": 0.19091434311121702, "loss_cls": 0.1552044339478016, "loss_mask": 0.237786166369915, "loss_rpn_cls": 0.030255115823820233, "loss_rpn_loc": 0.06957935448735952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992214073129252, "mask_rcnn/false_negative": 0.082401657743989, "mask_rcnn/false_positive": 0.11354213284917393, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9871782585978508, "total_loss": 0.6641323084477335}
{"data_time": 0.013732044957578182, "eta_seconds": 98556.66709180921, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29368593798705467, "fast_rcnn/fg_cls_accuracy": 0.696199460916442, "iteration": 171519, "loss_box_reg": 0.20951108075678349, "loss_cls": 0.16885865107178688, "loss_mask": 0.23677785135805607, "loss_rpn_cls": 0.03537892666645348, "loss_rpn_loc": 0.07010393927339464, "lr": 0.0001, "mask_rcnn/accuracy": 0.883789244560798, "mask_rcnn/false_negative": 0.10064816878221161, "mask_rcnn/false_positive": 0.12148073167358317, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0033215191215277, "total_loss": 0.7380754319019616}
{"data_time": 0.014872090425342321, "eta_seconds": 98507.37676814664, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2746248059341039, "fast_rcnn/fg_cls_accuracy": 0.6828022811698844, "iteration": 171539, "loss_box_reg": 0.2095225565135479, "loss_cls": 0.1776998033747077, "loss_mask": 0.23771974071860313, "loss_rpn_cls": 0.0330875210929662, "loss_rpn_loc": 0.06491279345937073, "lr": 0.0001, "mask_rcnn/accuracy": 0.89865296604784, "mask_rcnn/false_negative": 0.08800609262369766, "mask_rcnn/false_positive": 0.11543741025029863, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.006540040485561, "total_loss": 0.748845897091087}
{"data_time": 0.016534243244677782, "eta_seconds": 98516.63595164195, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29236939162817344, "fast_rcnn/fg_cls_accuracy": 0.6672455648926238, "iteration": 171559, "loss_box_reg": 0.1895028855651617, "loss_cls": 0.15101306047290564, "loss_mask": 0.23413061909377575, "loss_rpn_cls": 0.028106081706937402, "loss_rpn_loc": 0.06309134257026017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8834670785563643, "mask_rcnn/false_negative": 0.09238099290089008, "mask_rcnn/false_positive": 0.13493891570051275, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.019179290626198, "total_loss": 0.6770045957528055}
{"data_time": 0.02002457110211253, "eta_seconds": 98516.97333423421, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24766355140186916, "fast_rcnn/fg_cls_accuracy": 0.7152530240168293, "iteration": 171579, "loss_box_reg": 0.20432632230222225, "loss_cls": 0.16283757332712412, "loss_mask": 0.2321457862854004, "loss_rpn_cls": 0.026432256679981947, "loss_rpn_loc": 0.06320219929330051, "lr": 0.0001, "mask_rcnn/accuracy": 0.8880786645868539, "mask_rcnn/false_negative": 0.10193535854722097, "mask_rcnn/false_positive": 0.11299964434366236, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.014166159555316, "total_loss": 0.6917175811831839}
{"data_time": 0.015765284653753042, "eta_seconds": 98535.23188624531, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3206182933060807, "fast_rcnn/fg_cls_accuracy": 0.655414979757085, "iteration": 171599, "loss_box_reg": 0.20996699295938015, "loss_cls": 0.17232733312994242, "loss_mask": 0.2336504552513361, "loss_rpn_cls": 0.028732457547448575, "loss_rpn_loc": 0.06289929593913257, "lr": 0.0001, "mask_rcnn/accuracy": 0.912432192704668, "mask_rcnn/false_negative": 0.08129422995370911, "mask_rcnn/false_positive": 0.09226627969060255, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0106622879393399, "total_loss": 0.728384195594117}
{"data_time": 0.017135961912572384, "eta_seconds": 98501.1417481536, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6704940025252526, "iteration": 171619, "loss_box_reg": 0.20608679577708244, "loss_cls": 0.16190440859645605, "loss_mask": 0.2262997217476368, "loss_rpn_cls": 0.029893167316913605, "loss_rpn_loc": 0.07082193531095982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975962791417087, "mask_rcnn/false_negative": 0.09479916714606658, "mask_rcnn/false_positive": 0.10541525885457166, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.977897185832262, "total_loss": 0.7105153137235902}
{"data_time": 0.024433141108602285, "eta_seconds": 98466.97115045041, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2887891820362253, "fast_rcnn/fg_cls_accuracy": 0.6811579280849042, "iteration": 171639, "loss_box_reg": 0.20324608497321606, "loss_cls": 0.1762663684785366, "loss_mask": 0.23249774426221848, "loss_rpn_cls": 0.025571634876541793, "loss_rpn_loc": 0.06525100977160037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970222768680236, "mask_rcnn/false_negative": 0.08346404031392288, "mask_rcnn/false_positive": 0.11718792995354493, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0032125203870237, "total_loss": 0.6883881124085747}
{"data_time": 0.014533743262290955, "eta_seconds": 98425.18598503433, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2445148873542398, "fast_rcnn/fg_cls_accuracy": 0.7376847290640394, "iteration": 171659, "loss_box_reg": 0.18941244995221496, "loss_cls": 0.14919850137084723, "loss_mask": 0.2287460956722498, "loss_rpn_cls": 0.029621044581290334, "loss_rpn_loc": 0.06018806586507708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964968459437583, "mask_rcnn/false_negative": 0.08509652185208816, "mask_rcnn/false_positive": 0.10782411165397662, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9595234505832195, "total_loss": 0.653089673112845}
{"data_time": 0.01997533394023776, "eta_seconds": 98426.92764855921, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2745129048582996, "fast_rcnn/fg_cls_accuracy": 0.683160231943629, "iteration": 171679, "loss_box_reg": 0.20967434998601675, "loss_cls": 0.16827565245330334, "loss_mask": 0.2398188728839159, "loss_rpn_cls": 0.033599551068618894, "loss_rpn_loc": 0.06463629379868507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956852626953007, "mask_rcnn/false_negative": 0.08889339864367364, "mask_rcnn/false_positive": 0.10599818715201953, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9914220427162945, "total_loss": 0.7123516789870337}
{"data_time": 0.019090396352112293, "eta_seconds": 98421.04323890526, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28676856740097845, "fast_rcnn/fg_cls_accuracy": 0.7004798720341243, "iteration": 171699, "loss_box_reg": 0.2157347546890378, "loss_cls": 0.15828512236475945, "loss_mask": 0.22970887832343578, "loss_rpn_cls": 0.028704967349767685, "loss_rpn_loc": 0.0761419283808209, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056699113042064, "mask_rcnn/false_negative": 0.09796298257118269, "mask_rcnn/false_positive": 0.10408381437531614, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9985970081761479, "total_loss": 0.7202183173794765}
{"data_time": 0.011837282683700323, "eta_seconds": 98401.01861159317, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.311815358554489, "fast_rcnn/fg_cls_accuracy": 0.6659420289855073, "iteration": 171719, "loss_box_reg": 0.21624509617686272, "loss_cls": 0.1701268390752375, "loss_mask": 0.23203332349658012, "loss_rpn_cls": 0.028101131319999695, "loss_rpn_loc": 0.05384203582070768, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074304884456506, "mask_rcnn/false_negative": 0.08266025351104536, "mask_rcnn/false_positive": 0.11137066608583207, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 1.0215438064187765, "total_loss": 0.7035572736058384}
{"data_time": 0.014471256174147129, "eta_seconds": 98264.47975212242, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3480025465541938, "fast_rcnn/fg_cls_accuracy": 0.6519974534458062, "iteration": 171739, "loss_box_reg": 0.22568963281810284, "loss_cls": 0.17714152857661247, "loss_mask": 0.23715781047940254, "loss_rpn_cls": 0.032108368119224906, "loss_rpn_loc": 0.07277846219949424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969345104813085, "mask_rcnn/false_negative": 0.09293185952303133, "mask_rcnn/false_positive": 0.11906055580358416, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9686768781393766, "total_loss": 0.7269234044943005}
{"data_time": 0.015408542472869158, "eta_seconds": 98346.84064477682, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27222582738481504, "fast_rcnn/fg_cls_accuracy": 0.6880063965884862, "iteration": 171759, "loss_box_reg": 0.22165961284190416, "loss_cls": 0.1779577173292637, "loss_mask": 0.24078273586928844, "loss_rpn_cls": 0.034346841159276664, "loss_rpn_loc": 0.08127272711135447, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964040942737173, "mask_rcnn/false_negative": 0.09772747071501665, "mask_rcnn/false_positive": 0.11079395864260855, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0124787339009345, "total_loss": 0.8004792185965925}
{"data_time": 0.01506912149488926, "eta_seconds": 98208.67069981992, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3151981076286221, "fast_rcnn/fg_cls_accuracy": 0.6565382528486163, "iteration": 171779, "loss_box_reg": 0.22071320842951536, "loss_cls": 0.16701060440391302, "loss_mask": 0.24872473627328873, "loss_rpn_cls": 0.0322597756749019, "loss_rpn_loc": 0.06739330338314176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891768578130275, "mask_rcnn/false_negative": 0.08541000049567798, "mask_rcnn/false_positive": 0.12279425992568645, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9713730574585497, "total_loss": 0.7584360635373741}
{"data_time": 0.015197894535958767, "eta_seconds": 98158.39868793264, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2952162877951887, "fast_rcnn/fg_cls_accuracy": 0.6577031915514324, "iteration": 171799, "loss_box_reg": 0.21001386642456055, "loss_cls": 0.1688320552930236, "loss_mask": 0.23461509868502617, "loss_rpn_cls": 0.029182470869272947, "loss_rpn_loc": 0.06168119818903506, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023161123414931, "mask_rcnn/false_negative": 0.0879464737158347, "mask_rcnn/false_positive": 0.11849479691991269, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.010341021232307, "total_loss": 0.7297239240433555}
{"data_time": 0.016331853345036507, "eta_seconds": 98022.4460283108, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2554849823508275, "fast_rcnn/fg_cls_accuracy": 0.714970667870036, "iteration": 171819, "loss_box_reg": 0.2306551430374384, "loss_cls": 0.18204977363348007, "loss_mask": 0.24042239785194397, "loss_rpn_cls": 0.03129595785867423, "loss_rpn_loc": 0.07516245846636593, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027950111450476, "mask_rcnn/false_negative": 0.08486732782480708, "mask_rcnn/false_positive": 0.10717990091244392, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9822417898103595, "total_loss": 0.7700584924314171}
{"data_time": 0.01597989583387971, "eta_seconds": 98085.06111430004, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3250211087223369, "fast_rcnn/fg_cls_accuracy": 0.648411747078214, "iteration": 171839, "loss_box_reg": 0.21930134668946266, "loss_cls": 0.17546377703547478, "loss_mask": 0.2357018180191517, "loss_rpn_cls": 0.03217322891578078, "loss_rpn_loc": 0.059785772289615124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978989165985982, "mask_rcnn/false_negative": 0.09138159404734975, "mask_rcnn/false_positive": 0.1059017375151746, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0619923532940447, "total_loss": 0.7251712299184874}
{"data_time": 0.016060874797403812, "eta_seconds": 98098.42410624959, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2806464231577918, "fast_rcnn/fg_cls_accuracy": 0.7021722010762568, "iteration": 171859, "loss_box_reg": 0.2189479786902666, "loss_cls": 0.17863005492836237, "loss_mask": 0.23150107637047768, "loss_rpn_cls": 0.03586336656007916, "loss_rpn_loc": 0.08031969843432307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942518347473467, "mask_rcnn/false_negative": 0.08967575629787422, "mask_rcnn/false_positive": 0.11140837469078542, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0523165818303823, "total_loss": 0.7664129623444751}
{"data_time": 0.027714614290744066, "eta_seconds": 98012.61373013258, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3236618630983016, "fast_rcnn/fg_cls_accuracy": 0.654858934169279, "iteration": 171879, "loss_box_reg": 0.23438735958188772, "loss_cls": 0.172443357296288, "loss_mask": 0.2322828769683838, "loss_rpn_cls": 0.03800754132680595, "loss_rpn_loc": 0.07903387863188982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867265656262505, "mask_rcnn/false_negative": 0.08747253955222734, "mask_rcnn/false_positive": 0.1288068468546024, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 0.9954462232999504, "total_loss": 0.7838686022441834}
{"data_time": 0.01884349435567856, "eta_seconds": 98113.89816922601, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3428785607196402, "fast_rcnn/fg_cls_accuracy": 0.6163155073599142, "iteration": 171899, "loss_box_reg": 0.2046178039163351, "loss_cls": 0.17184355575591326, "loss_mask": 0.24807255156338215, "loss_rpn_cls": 0.029807737562805414, "loss_rpn_loc": 0.06052086304407567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856662923790206, "mask_rcnn/false_negative": 0.11215606197002206, "mask_rcnn/false_positive": 0.1127651955249064, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.01671057427302, "total_loss": 0.7361354727763683}
{"data_time": 0.02051995974034071, "eta_seconds": 98038.44952456653, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24738940329218106, "fast_rcnn/fg_cls_accuracy": 0.7476199250660279, "iteration": 171919, "loss_box_reg": 0.2168180774897337, "loss_cls": 0.17817095667123795, "loss_mask": 0.24582179076969624, "loss_rpn_cls": 0.032935074996203184, "loss_rpn_loc": 0.07947129663079977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925584839914227, "mask_rcnn/false_negative": 0.10386527621035635, "mask_rcnn/false_positive": 0.11993815143565673, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.993044069968164, "total_loss": 0.7890418624738231}
{"data_time": 0.015192704740911722, "eta_seconds": 97985.13745790813, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26460446247464503, "fast_rcnn/fg_cls_accuracy": 0.7203389830508474, "iteration": 171939, "loss_box_reg": 0.21944599319249392, "loss_cls": 0.17923619784414768, "loss_mask": 0.2257568072527647, "loss_rpn_cls": 0.03706182865425944, "loss_rpn_loc": 0.07305730693042278, "lr": 0.0001, "mask_rcnn/accuracy": 0.900317741407727, "mask_rcnn/false_negative": 0.08773011569682156, "mask_rcnn/false_positive": 0.10651859371490555, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0030380515381694, "total_loss": 0.7491603966336697}
{"data_time": 0.018798811826854944, "eta_seconds": 97998.46647011116, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2993944416114227, "fast_rcnn/fg_cls_accuracy": 0.6859064252932177, "iteration": 171959, "loss_box_reg": 0.2124669197946787, "loss_cls": 0.16912245377898216, "loss_mask": 0.24290672317147255, "loss_rpn_cls": 0.036726502352394164, "loss_rpn_loc": 0.06361047690734267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843299122069345, "mask_rcnn/false_negative": 0.10069724364272158, "mask_rcnn/false_positive": 0.12381488381336275, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0254708998836577, "total_loss": 0.7361230944516137}
{"data_time": 0.01531725563108921, "eta_seconds": 97945.16799535137, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.26111652061019147, "fast_rcnn/fg_cls_accuracy": 0.7092561115832625, "iteration": 171979, "loss_box_reg": 0.21250646375119686, "loss_cls": 0.1710387747734785, "loss_mask": 0.22742443345487118, "loss_rpn_cls": 0.030033601447939873, "loss_rpn_loc": 0.05723112728446722, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033054557050093, "mask_rcnn/false_negative": 0.0835277588942637, "mask_rcnn/false_positive": 0.11551043253208507, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9880704982206225, "total_loss": 0.7251294898451306}
{"data_time": 0.0192599487490952, "eta_seconds": 97937.13930947706, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31729420450350687, "fast_rcnn/fg_cls_accuracy": 0.6538339379147791, "iteration": 171999, "loss_box_reg": 0.2102227620780468, "loss_cls": 0.17120769806206226, "loss_mask": 0.22766458615660667, "loss_rpn_cls": 0.028609003056772053, "loss_rpn_loc": 0.06427383003756404, "lr": 0.0001, "mask_rcnn/accuracy": 0.902688239142613, "mask_rcnn/false_negative": 0.09038710880836788, "mask_rcnn/false_positive": 0.10490111711877026, "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": 1.000885752029717, "total_loss": 0.7209295730572194}
{"data_time": 0.016152392141520977, "eta_seconds": 97956.16971379146, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2488009295010308, "fast_rcnn/fg_cls_accuracy": 0.6842057065741276, "iteration": 172019, "loss_box_reg": 0.21296308934688568, "loss_cls": 0.1742123756557703, "loss_mask": 0.2351694405078888, "loss_rpn_cls": 0.030918766162358224, "loss_rpn_loc": 0.08115550107322633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934708370969073, "mask_rcnn/false_negative": 0.09067330893572648, "mask_rcnn/false_positive": 0.10878902457484474, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0061373235657811, "total_loss": 0.7186179159907624}
{"data_time": 0.018806862644851208, "eta_seconds": 97950.68800430745, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2587625418060201, "fast_rcnn/fg_cls_accuracy": 0.7303619408882567, "iteration": 172039, "loss_box_reg": 0.20251660980284214, "loss_cls": 0.17103279288858175, "loss_mask": 0.2254330012947321, "loss_rpn_cls": 0.0335830642725341, "loss_rpn_loc": 0.06160941324196756, "lr": 0.0001, "mask_rcnn/accuracy": 0.909850880600495, "mask_rcnn/false_negative": 0.08457160713218312, "mask_rcnn/false_positive": 0.0968703510138094, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0130065847188234, "total_loss": 0.7069323086179793}
{"data_time": 0.01809288701042533, "eta_seconds": 98061.93533914164, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23023987128857687, "fast_rcnn/fg_cls_accuracy": 0.7697601287114232, "iteration": 172059, "loss_box_reg": 0.19246196001768112, "loss_cls": 0.16289145313203335, "loss_mask": 0.23042437061667442, "loss_rpn_cls": 0.025445409235544503, "loss_rpn_loc": 0.07248032628558576, "lr": 0.0001, "mask_rcnn/accuracy": 0.9124409623124408, "mask_rcnn/false_negative": 0.06924058986822904, "mask_rcnn/false_positive": 0.08873322163126385, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.005225705448538, "total_loss": 0.7130876303999685}
{"data_time": 0.015161868650466204, "eta_seconds": 98026.49262964725, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2890623009300548, "fast_rcnn/fg_cls_accuracy": 0.6688247121992178, "iteration": 172079, "loss_box_reg": 0.20821763388812542, "loss_cls": 0.17198629677295685, "loss_mask": 0.2374221570789814, "loss_rpn_cls": 0.03464511421043426, "loss_rpn_loc": 0.0720603809459135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988470844396701, "mask_rcnn/false_negative": 0.08188684334977092, "mask_rcnn/false_positive": 0.11937268834737987, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9854745804332197, "total_loss": 0.7187109659425914}
{"data_time": 0.027058325242251158, "eta_seconds": 97984.80483968742, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2992278308769284, "fast_rcnn/fg_cls_accuracy": 0.6722972972972974, "iteration": 172099, "loss_box_reg": 0.20508892834186554, "loss_cls": 0.1684421617537737, "loss_mask": 0.2343766037374735, "loss_rpn_cls": 0.03280916018411517, "loss_rpn_loc": 0.07254504435695708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903037732664951, "mask_rcnn/false_negative": 0.09988343309626585, "mask_rcnn/false_positive": 0.12111861448330749, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9927472020499408, "total_loss": 0.7257236281875521}
{"data_time": 0.01775303576141596, "eta_seconds": 97861.32066190243, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2811467423536389, "fast_rcnn/fg_cls_accuracy": 0.7003419777714448, "iteration": 172119, "loss_box_reg": 0.2234850935637951, "loss_cls": 0.17451113276183605, "loss_mask": 0.2380445282906294, "loss_rpn_cls": 0.03792118700221181, "loss_rpn_loc": 0.08725512004457414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975013203117048, "mask_rcnn/false_negative": 0.08805802711716842, "mask_rcnn/false_positive": 0.11658779559918771, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9697997812181711, "total_loss": 0.7853253998910077}
{"data_time": 0.01777259958907962, "eta_seconds": 97836.19889969006, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24970596883269625, "fast_rcnn/fg_cls_accuracy": 0.7158907510862818, "iteration": 172139, "loss_box_reg": 0.19485117867588997, "loss_cls": 0.16730006504803896, "loss_mask": 0.2290804721415043, "loss_rpn_cls": 0.03292583173606545, "loss_rpn_loc": 0.05858751607593149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991372005887169, "mask_rcnn/false_negative": 0.0760292498342008, "mask_rcnn/false_positive": 0.12041520653225116, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.018811258021742, "total_loss": 0.7001819181605242}
{"data_time": 0.01342569338157773, "eta_seconds": 97816.2037640065, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.24523948247001265, "fast_rcnn/fg_cls_accuracy": 0.7345894200973883, "iteration": 172159, "loss_box_reg": 0.22105099447071552, "loss_cls": 0.17029384709894657, "loss_mask": 0.22702816501259804, "loss_rpn_cls": 0.03150185395497829, "loss_rpn_loc": 0.0751246630679816, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006817096317663, "mask_rcnn/false_negative": 0.09767491604979739, "mask_rcnn/false_positive": 0.10516191275603698, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0008091661147773, "total_loss": 0.7310123526258394}
{"data_time": 0.02141659939661622, "eta_seconds": 97796.20862832293, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3370499419279907, "fast_rcnn/fg_cls_accuracy": 0.6425017088174982, "iteration": 172179, "loss_box_reg": 0.17886525578796864, "loss_cls": 0.14173059072345495, "loss_mask": 0.21761240251362324, "loss_rpn_cls": 0.02685551776085049, "loss_rpn_loc": 0.05703358235768974, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054583641385467, "mask_rcnn/false_negative": 0.08156821452143048, "mask_rcnn/false_positive": 0.11933366420494368, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9818633119575679, "total_loss": 0.6398157076910138}
{"data_time": 0.01992084039375186, "eta_seconds": 97944.32406937703, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32091637965106434, "fast_rcnn/fg_cls_accuracy": 0.6432372536841511, "iteration": 172199, "loss_box_reg": 0.2166851256042719, "loss_cls": 0.17443168722093105, "loss_mask": 0.24326344765722752, "loss_rpn_cls": 0.03442997671663761, "loss_rpn_loc": 0.057093927171081305, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037344877569826, "mask_rcnn/false_negative": 0.08368067091578135, "mask_rcnn/false_positive": 0.10605031939385941, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0699189263395965, "total_loss": 0.7397380131296813}
{"data_time": 0.0181499095633626, "eta_seconds": 97932.91123578325, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2885666246321984, "fast_rcnn/fg_cls_accuracy": 0.6731867858917039, "iteration": 172219, "loss_box_reg": 0.2120356447994709, "loss_cls": 0.17394130118191242, "loss_mask": 0.23966723680496216, "loss_rpn_cls": 0.030881680082529783, "loss_rpn_loc": 0.07927688048221171, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976135114241742, "mask_rcnn/false_negative": 0.09669914403199707, "mask_rcnn/false_positive": 0.10245821761737745, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0179175408557057, "total_loss": 0.7813794831745327}
{"data_time": 0.019906674046069384, "eta_seconds": 97910.38010656834, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.26037137681159417, "fast_rcnn/fg_cls_accuracy": 0.7193650793650794, "iteration": 172239, "loss_box_reg": 0.20689260680228472, "loss_cls": 0.1788056567311287, "loss_mask": 0.237173181027174, "loss_rpn_cls": 0.0320294400153216, "loss_rpn_loc": 0.061793861095793545, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020946888071999, "mask_rcnn/false_negative": 0.09179077905711887, "mask_rcnn/false_positive": 0.10435024335471318, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9748438810929656, "total_loss": 0.7202442509587854}
{"data_time": 0.015942944213747978, "eta_seconds": 97892.84868260846, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.28597977995837054, "fast_rcnn/fg_cls_accuracy": 0.6927689335069518, "iteration": 172259, "loss_box_reg": 0.21511766873300076, "loss_cls": 0.16417963057756424, "loss_mask": 0.23483660258352757, "loss_rpn_cls": 0.029885664873290807, "loss_rpn_loc": 0.06909407686907798, "lr": 0.0001, "mask_rcnn/accuracy": 0.904004580184029, "mask_rcnn/false_negative": 0.08554975920970605, "mask_rcnn/false_positive": 0.10911477875343592, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9933470552787185, "total_loss": 0.7463370581390336}
{"data_time": 0.017482340801507235, "eta_seconds": 97864.20601287857, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28027400176382933, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 172279, "loss_box_reg": 0.19696527160704136, "loss_cls": 0.15493354480713606, "loss_mask": 0.22436507046222687, "loss_rpn_cls": 0.030595410091336817, "loss_rpn_loc": 0.07110917149111629, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975962406746225, "mask_rcnn/false_negative": 0.08334643817077791, "mask_rcnn/false_positive": 0.10474033685808239, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0167037597857416, "total_loss": 0.6829723452683538}
{"data_time": 0.013239302672445774, "eta_seconds": 97850.28781108558, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2939089524323699, "fast_rcnn/fg_cls_accuracy": 0.690075094553361, "iteration": 172299, "loss_box_reg": 0.20909919030964375, "loss_cls": 0.1681739231571555, "loss_mask": 0.2260103952139616, "loss_rpn_cls": 0.03246883419342339, "loss_rpn_loc": 0.07543763413559645, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050129401669105, "mask_rcnn/false_negative": 0.08293797849532072, "mask_rcnn/false_positive": 0.11064195764960086, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0007257009856403, "total_loss": 0.7065612166188657}
{"data_time": 0.018062899354845285, "eta_seconds": 97835.98134219646, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2786991211059979, "fast_rcnn/fg_cls_accuracy": 0.697017358083136, "iteration": 172319, "loss_box_reg": 0.20812166575342417, "loss_cls": 0.16964707523584366, "loss_mask": 0.23966668546199799, "loss_rpn_cls": 0.03262843005359173, "loss_rpn_loc": 0.07860934163909405, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001725630408844, "mask_rcnn/false_negative": 0.08098026548079651, "mask_rcnn/false_positive": 0.11980617114713754, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9860567380674183, "total_loss": 0.7110690736444667}
{"data_time": 0.017220655921846628, "eta_seconds": 97850.30956973322, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.30258769407705577, "fast_rcnn/fg_cls_accuracy": 0.6557241203467619, "iteration": 172339, "loss_box_reg": 0.23511568643152714, "loss_cls": 0.17710654251277447, "loss_mask": 0.2518697567284107, "loss_rpn_cls": 0.038889999384991825, "loss_rpn_loc": 0.08221565699204803, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881214376029978, "mask_rcnn/false_negative": 0.1097311701291864, "mask_rcnn/false_positive": 0.106599125792113, "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": 1.0079500460997224, "total_loss": 0.7892884422908537}
{"data_time": 0.018508490175008774, "eta_seconds": 97853.19405077025, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26347470863871203, "fast_rcnn/fg_cls_accuracy": 0.7112407542452339, "iteration": 172359, "loss_box_reg": 0.206215207464993, "loss_cls": 0.1723416829481721, "loss_mask": 0.23041141964495182, "loss_rpn_cls": 0.036321451188996434, "loss_rpn_loc": 0.07277469849213958, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981323903450649, "mask_rcnn/false_negative": 0.0857065393787032, "mask_rcnn/false_positive": 0.11549689006635885, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0102861560881138, "total_loss": 0.7519803224713542}
{"data_time": 0.015629681758582592, "eta_seconds": 97810.23162192665, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2711030449687437, "fast_rcnn/fg_cls_accuracy": 0.6944125526215079, "iteration": 172379, "loss_box_reg": 0.19317040592432022, "loss_cls": 0.16638497821986675, "loss_mask": 0.2448952216655016, "loss_rpn_cls": 0.02966446301434189, "loss_rpn_loc": 0.07570399669930339, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005287960019439, "mask_rcnn/false_negative": 0.08724293802503265, "mask_rcnn/false_positive": 0.10564555421856386, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9904248449020088, "total_loss": 0.7406433402793482}
{"data_time": 0.013874414376914501, "eta_seconds": 97832.43284076452, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.322321513451849, "fast_rcnn/fg_cls_accuracy": 0.6555397727272727, "iteration": 172399, "loss_box_reg": 0.1859983103349805, "loss_cls": 0.16390778683125973, "loss_mask": 0.22690679877996445, "loss_rpn_cls": 0.03072725626407191, "loss_rpn_loc": 0.06353225465863943, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990959346961693, "mask_rcnn/false_negative": 0.08506406928049369, "mask_rcnn/false_positive": 0.13092371371223632, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9906778270378709, "total_loss": 0.6784410799737088}
{"data_time": 0.014687584713101387, "eta_seconds": 97822.8392780479, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2978843586320222, "fast_rcnn/fg_cls_accuracy": 0.6919482386772107, "iteration": 172419, "loss_box_reg": 0.21411752328276634, "loss_cls": 0.17288417275995016, "loss_mask": 0.23774866573512554, "loss_rpn_cls": 0.03662568610161543, "loss_rpn_loc": 0.08053932955954224, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009748757659092, "mask_rcnn/false_negative": 0.0930217985480547, "mask_rcnn/false_positive": 0.11898371578674315, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9709210265427828, "total_loss": 0.7614633741322905}
{"data_time": 0.01770514016970992, "eta_seconds": 97728.58918866143, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2930902274857289, "fast_rcnn/fg_cls_accuracy": 0.688868535400869, "iteration": 172439, "loss_box_reg": 0.19354060385376215, "loss_cls": 0.16254448890686035, "loss_mask": 0.22580578923225403, "loss_rpn_cls": 0.03153491159901023, "loss_rpn_loc": 0.05909198988229036, "lr": 0.0001, "mask_rcnn/accuracy": 0.89422730054794, "mask_rcnn/false_negative": 0.08578300125090263, "mask_rcnn/false_positive": 0.10055563074756252, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0027195834554732, "total_loss": 0.6935847741551697}
{"data_time": 0.013390544336289167, "eta_seconds": 97518.25552269816, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2569053708439898, "fast_rcnn/fg_cls_accuracy": 0.7083539138838183, "iteration": 172459, "loss_box_reg": 0.21173695474863052, "loss_cls": 0.17269815132021904, "loss_mask": 0.22908286191523075, "loss_rpn_cls": 0.026814023149199784, "loss_rpn_loc": 0.06566003465559334, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101824209442175, "mask_rcnn/false_negative": 0.08224089904381957, "mask_rcnn/false_positive": 0.0969867731416714, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9886370045132935, "total_loss": 0.7203782787546515}
{"data_time": 0.013324038125574589, "eta_seconds": 97498.2599812746, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24722222222222223, "fast_rcnn/fg_cls_accuracy": 0.6979753596967346, "iteration": 172479, "loss_box_reg": 0.2293164422735572, "loss_cls": 0.174720692448318, "loss_mask": 0.24000534787774086, "loss_rpn_cls": 0.0313143574167043, "loss_rpn_loc": 0.08120491914451122, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027555986950182, "mask_rcnn/false_negative": 0.0890539188360405, "mask_rcnn/false_positive": 0.12326515989017442, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0040287147276103, "total_loss": 0.7640464152209461}
{"data_time": 0.01329048490151763, "eta_seconds": 97478.26443985105, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2664256592262341, "fast_rcnn/fg_cls_accuracy": 0.7188239756215586, "iteration": 172499, "loss_box_reg": 0.21292457170784473, "loss_cls": 0.16336248721927404, "loss_mask": 0.23145009204745293, "loss_rpn_cls": 0.03160630806814879, "loss_rpn_loc": 0.06511169741861522, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048590864917396, "mask_rcnn/false_negative": 0.08481732771820777, "mask_rcnn/false_positive": 0.10173062284738782, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9678568034432828, "total_loss": 0.6891481748316437}
{"data_time": 0.01433178223669529, "eta_seconds": 97625.1645991765, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.32032580525731214, "fast_rcnn/fg_cls_accuracy": 0.6404636281993713, "iteration": 172519, "loss_box_reg": 0.23374720849096775, "loss_cls": 0.18993420992046595, "loss_mask": 0.24518676847219467, "loss_rpn_cls": 0.03289221250452101, "loss_rpn_loc": 0.07017421571072191, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925601313142207, "mask_rcnn/false_negative": 0.09940017434621251, "mask_rcnn/false_positive": 0.12253976087862506, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0263172346167266, "total_loss": 0.784556616214104}
{"data_time": 0.014951025601476431, "eta_seconds": 97599.15660329163, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.27361221683433457, "fast_rcnn/fg_cls_accuracy": 0.7021613601732296, "iteration": 172539, "loss_box_reg": 0.2163190208375454, "loss_cls": 0.17432929668575525, "loss_mask": 0.23365136422216892, "loss_rpn_cls": 0.03100944618927315, "loss_rpn_loc": 0.07439821329899132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965218280708509, "mask_rcnn/false_negative": 0.08189101432854996, "mask_rcnn/false_positive": 0.11392301136945356, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0077671105973423, "total_loss": 0.7480788624379784}
{"data_time": 0.014937827363610268, "eta_seconds": 97579.12804663181, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2828418769082436, "fast_rcnn/fg_cls_accuracy": 0.6753799854415871, "iteration": 172559, "loss_box_reg": 0.20971169136464596, "loss_cls": 0.17911507282406092, "loss_mask": 0.2404637150466442, "loss_rpn_cls": 0.03702924377284944, "loss_rpn_loc": 0.08439750666730106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861658340128608, "mask_rcnn/false_negative": 0.10162108782501379, "mask_rcnn/false_positive": 0.12444941143461644, "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": 1.0262198839336634, "total_loss": 0.7363878887845203}
{"data_time": 0.014025160577148199, "eta_seconds": 97430.15829551034, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.30933988764044945, "fast_rcnn/fg_cls_accuracy": 0.6417368913857677, "iteration": 172579, "loss_box_reg": 0.22866610810160637, "loss_cls": 0.18373788334429264, "loss_mask": 0.23712744563817978, "loss_rpn_cls": 0.03691560827428475, "loss_rpn_loc": 0.07773253007326275, "lr": 0.0001, "mask_rcnn/accuracy": 0.892131819310094, "mask_rcnn/false_negative": 0.0892090564422131, "mask_rcnn/false_positive": 0.1268824302644998, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0244615147821605, "total_loss": 0.7602789110969752}
{"data_time": 0.014286064077168703, "eta_seconds": 97311.80939991027, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2637500215855912, "fast_rcnn/fg_cls_accuracy": 0.6892555222252523, "iteration": 172599, "loss_box_reg": 0.20308569818735123, "loss_cls": 0.1702852314338088, "loss_mask": 0.23339790478348732, "loss_rpn_cls": 0.0305222412571311, "loss_rpn_loc": 0.0660345044452697, "lr": 0.0001, "mask_rcnn/accuracy": 0.903876433123585, "mask_rcnn/false_negative": 0.08075953538840401, "mask_rcnn/false_positive": 0.10938736655339212, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9783184714615345, "total_loss": 0.7211919131223112}
{"data_time": 0.014735307078808546, "eta_seconds": 97309.39644570462, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2935376967688484, "fast_rcnn/fg_cls_accuracy": 0.6829993535875889, "iteration": 172619, "loss_box_reg": 0.20481938309967518, "loss_cls": 0.164623586460948, "loss_mask": 0.2331796996295452, "loss_rpn_cls": 0.028178196400403976, "loss_rpn_loc": 0.0743224152829498, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015730598956274, "mask_rcnn/false_negative": 0.0870252148214152, "mask_rcnn/false_positive": 0.11077604435750686, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9854150647297502, "total_loss": 0.6799459419562481}
{"data_time": 0.017553291749209166, "eta_seconds": 97280.04350557923, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27993291848713536, "fast_rcnn/fg_cls_accuracy": 0.7006358768406962, "iteration": 172639, "loss_box_reg": 0.2039239965379238, "loss_cls": 0.18826183676719666, "loss_mask": 0.22251147963106632, "loss_rpn_cls": 0.030803823261521757, "loss_rpn_loc": 0.0696202649269253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915469800339058, "mask_rcnn/false_negative": 0.09583991106136946, "mask_rcnn/false_positive": 0.10687640072629201, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.996443709358573, "total_loss": 0.739492344786413}
{"data_time": 0.02681723702698946, "eta_seconds": 97350.14995365404, "fast_rcnn/cls_accuracy": 0.960205078125, "fast_rcnn/false_negative": 0.2333743842364532, "fast_rcnn/fg_cls_accuracy": 0.7469346049046321, "iteration": 172659, "loss_box_reg": 0.2049342431128025, "loss_cls": 0.1708754813298583, "loss_mask": 0.2323238905519247, "loss_rpn_cls": 0.03126460418570787, "loss_rpn_loc": 0.0777384270913899, "lr": 0.0001, "mask_rcnn/accuracy": 0.911159260852576, "mask_rcnn/false_negative": 0.0810000201413205, "mask_rcnn/false_positive": 0.09742640743851447, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0178837883286178, "total_loss": 0.733393705857452}
{"data_time": 0.01930901501327753, "eta_seconds": 97421.20618382469, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.293312101910828, "fast_rcnn/fg_cls_accuracy": 0.6445496704906029, "iteration": 172679, "loss_box_reg": 0.21357745304703712, "loss_cls": 0.1791452383622527, "loss_mask": 0.22225420363247395, "loss_rpn_cls": 0.03486683079972863, "loss_rpn_loc": 0.0698569956002757, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036549830554932, "mask_rcnn/false_negative": 0.08612515463053981, "mask_rcnn/false_positive": 0.09942757562452573, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0055859619751573, "total_loss": 0.7114906306378543}
{"data_time": 0.018773553892970085, "eta_seconds": 97402.4957169313, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.25916924436588595, "fast_rcnn/fg_cls_accuracy": 0.7169192655202565, "iteration": 172699, "loss_box_reg": 0.20765377022325993, "loss_cls": 0.18083775602281094, "loss_mask": 0.24160169437527657, "loss_rpn_cls": 0.03765507508069277, "loss_rpn_loc": 0.08157028164714575, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080228667102228, "mask_rcnn/false_negative": 0.08952358507256168, "mask_rcnn/false_positive": 0.10013676059509888, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0040437038987875, "total_loss": 0.7793957495014183}
{"data_time": 0.01793488534167409, "eta_seconds": 97330.40741443634, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2893719806763285, "fast_rcnn/fg_cls_accuracy": 0.6969017094017094, "iteration": 172719, "loss_box_reg": 0.20291694160550833, "loss_cls": 0.16517680883407593, "loss_mask": 0.23437716253101826, "loss_rpn_cls": 0.02839928981848061, "loss_rpn_loc": 0.0663343914784491, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960961411679358, "mask_rcnn/false_negative": 0.09107815819319187, "mask_rcnn/false_positive": 0.10569963004467131, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9954360276460648, "total_loss": 0.692350692814216}
{"data_time": 0.023649604059755802, "eta_seconds": 97388.12271715142, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30331254388501094, "fast_rcnn/fg_cls_accuracy": 0.6650985663082437, "iteration": 172739, "loss_box_reg": 0.21025402937084436, "loss_cls": 0.16694693360477686, "loss_mask": 0.23692247085273266, "loss_rpn_cls": 0.02968514832900837, "loss_rpn_loc": 0.07078391895629466, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961275265101127, "mask_rcnn/false_negative": 0.08723654918569809, "mask_rcnn/false_positive": 0.11309209012752378, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9869139729999006, "total_loss": 0.7338393753452692}
{"data_time": 0.016475518699735403, "eta_seconds": 97280.82494569942, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2587415930895993, "fast_rcnn/fg_cls_accuracy": 0.7114654031672856, "iteration": 172759, "loss_box_reg": 0.20254094526171684, "loss_cls": 0.16586518846452236, "loss_mask": 0.23163658939301968, "loss_rpn_cls": 0.02681381138972938, "loss_rpn_loc": 0.059896995895542204, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009596740979982, "mask_rcnn/false_negative": 0.08372388799265695, "mask_rcnn/false_positive": 0.10143604633648752, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9769959449768066, "total_loss": 0.6773773852037266}
{"data_time": 0.014952598139643669, "eta_seconds": 97230.13744086958, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23574059604866615, "fast_rcnn/fg_cls_accuracy": 0.7238908651587355, "iteration": 172779, "loss_box_reg": 0.20155949890613556, "loss_cls": 0.16833467967808247, "loss_mask": 0.23057495057582855, "loss_rpn_cls": 0.033555837522726506, "loss_rpn_loc": 0.0759940086863935, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055441034932692, "mask_rcnn/false_negative": 0.08881186229022592, "mask_rcnn/false_positive": 0.09182866397056995, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9912517755292356, "total_loss": 0.7011470374418423}
{"data_time": 0.018117247615009546, "eta_seconds": 97180.77358044684, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.29700646686600374, "fast_rcnn/fg_cls_accuracy": 0.6678286751065174, "iteration": 172799, "loss_box_reg": 0.2211455861106515, "loss_cls": 0.1713834423571825, "loss_mask": 0.24887856282293797, "loss_rpn_cls": 0.04076963081024587, "loss_rpn_loc": 0.07416292978450656, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949236967332823, "mask_rcnn/false_negative": 0.0976567288702194, "mask_rcnn/false_positive": 0.11015515329037798, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0035622422583401, "total_loss": 0.7482200372032821}
{"data_time": 0.018484304659068584, "eta_seconds": 97230.35559760407, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2612040133779264, "fast_rcnn/fg_cls_accuracy": 0.7028428093645485, "iteration": 172819, "loss_box_reg": 0.19695968739688396, "loss_cls": 0.16304173041135073, "loss_mask": 0.23235823400318623, "loss_rpn_cls": 0.02739403967279941, "loss_rpn_loc": 0.06713655963540077, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011101922453963, "mask_rcnn/false_negative": 0.08132863799940468, "mask_rcnn/false_positive": 0.108230528523899, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.014418326318264, "total_loss": 0.6946267495513894}
{"data_time": 0.016256803646683693, "eta_seconds": 97185.6653657183, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.289718486516619, "fast_rcnn/fg_cls_accuracy": 0.6797248803827751, "iteration": 172839, "loss_box_reg": 0.1997711956501007, "loss_cls": 0.1699630105867982, "loss_mask": 0.23380298167467117, "loss_rpn_cls": 0.02742937591392547, "loss_rpn_loc": 0.0746028171852231, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024305956854792, "mask_rcnn/false_negative": 0.09011886694008221, "mask_rcnn/false_positive": 0.10369350956965623, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.001190423965454, "total_loss": 0.6892541573615745}
{"data_time": 0.015755366999655962, "eta_seconds": 97030.46903248876, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.282368793996701, "fast_rcnn/fg_cls_accuracy": 0.6784061968504631, "iteration": 172859, "loss_box_reg": 0.20209041889756918, "loss_cls": 0.17172562144696712, "loss_mask": 0.23002717457711697, "loss_rpn_cls": 0.033099722815677524, "loss_rpn_loc": 0.08322172955377027, "lr": 0.0001, "mask_rcnn/accuracy": 0.9155537131289595, "mask_rcnn/false_negative": 0.08756549088796202, "mask_rcnn/false_positive": 0.10168860641424425, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9587295418605208, "total_loss": 0.7486731716198847}
{"data_time": 0.016004998236894608, "eta_seconds": 96968.42127621174, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2886484483960948, "fast_rcnn/fg_cls_accuracy": 0.6814490546884913, "iteration": 172879, "loss_box_reg": 0.21746220905333757, "loss_cls": 0.181905971840024, "loss_mask": 0.2386337984353304, "loss_rpn_cls": 0.03629390010610223, "loss_rpn_loc": 0.07150511525105685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892220550268959, "mask_rcnn/false_negative": 0.0884431012003257, "mask_rcnn/false_positive": 0.1217188762415706, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9740188037976623, "total_loss": 0.7650205839890987}
{"data_time": 0.016217704862356186, "eta_seconds": 96892.3817537725, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32558998584866394, "fast_rcnn/fg_cls_accuracy": 0.6278424015009381, "iteration": 172899, "loss_box_reg": 0.19639824237674475, "loss_cls": 0.16097876243293285, "loss_mask": 0.24098839610815048, "loss_rpn_cls": 0.03198645915836096, "loss_rpn_loc": 0.05940622370690107, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879545643966973, "mask_rcnn/false_negative": 0.10030783605301477, "mask_rcnn/false_positive": 0.12327763311642, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9683241285383701, "total_loss": 0.726549897401128}
{"data_time": 0.014084156602621078, "eta_seconds": 96853.98094017059, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32179243480272357, "fast_rcnn/fg_cls_accuracy": 0.6393738711619505, "iteration": 172919, "loss_box_reg": 0.21770700998604298, "loss_cls": 0.1727471398189664, "loss_mask": 0.23967849649488926, "loss_rpn_cls": 0.0313104004599154, "loss_rpn_loc": 0.07482025062199682, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877794227248229, "mask_rcnn/false_negative": 0.08943752164469335, "mask_rcnn/false_positive": 0.12050231841379011, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9872967852279544, "total_loss": 0.7457741460530087}
{"data_time": 0.01805770769715309, "eta_seconds": 96794.78508978151, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.31750275484581897, "fast_rcnn/fg_cls_accuracy": 0.669222730610631, "iteration": 172939, "loss_box_reg": 0.20445815101265907, "loss_cls": 0.17894212901592255, "loss_mask": 0.23831568472087383, "loss_rpn_cls": 0.03561501600779593, "loss_rpn_loc": 0.0772744370624423, "lr": 0.0001, "mask_rcnn/accuracy": 0.901113325114735, "mask_rcnn/false_negative": 0.08271959930815528, "mask_rcnn/false_positive": 0.1293191788093323, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9895435296930373, "total_loss": 0.7491295947693288}
{"data_time": 0.022716242354363203, "eta_seconds": 96715.63982769847, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27855816479921175, "fast_rcnn/fg_cls_accuracy": 0.6572546136797525, "iteration": 172959, "loss_box_reg": 0.21594366431236267, "loss_cls": 0.1726046409457922, "loss_mask": 0.22934224642813206, "loss_rpn_cls": 0.035406999522820115, "loss_rpn_loc": 0.07721926074009389, "lr": 0.0001, "mask_rcnn/accuracy": 0.898330398275789, "mask_rcnn/false_negative": 0.09409867326365665, "mask_rcnn/false_positive": 0.117032838988687, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.975603043101728, "total_loss": 0.7694991358439438}
{"data_time": 0.015605342108756304, "eta_seconds": 96712.18967752531, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28781362007168454, "fast_rcnn/fg_cls_accuracy": 0.6832597498160412, "iteration": 172979, "loss_box_reg": 0.20092511549592018, "loss_cls": 0.17320351488888264, "loss_mask": 0.23590785078704357, "loss_rpn_cls": 0.027697855955921113, "loss_rpn_loc": 0.07914348144549876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940337047200442, "mask_rcnn/false_negative": 0.09156816463640469, "mask_rcnn/false_positive": 0.11270430944537935, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.99244335712865, "total_loss": 0.7148408422945067}
{"data_time": 0.015609586611390114, "eta_seconds": 96668.7422292307, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31713002084389613, "fast_rcnn/fg_cls_accuracy": 0.6710327217703802, "iteration": 172999, "loss_box_reg": 0.20334334578365088, "loss_cls": 0.15993156656622887, "loss_mask": 0.2311502005904913, "loss_rpn_cls": 0.030464321607723832, "loss_rpn_loc": 0.07203641254454851, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063206771141121, "mask_rcnn/false_negative": 0.09130010955002216, "mask_rcnn/false_positive": 0.11321361747490838, "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": 0.992075392510742, "total_loss": 0.7186468435102142}
{"data_time": 0.019609300419688225, "eta_seconds": 96416.72417466529, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.276970724872797, "fast_rcnn/fg_cls_accuracy": 0.6623086344151867, "iteration": 173019, "loss_box_reg": 0.19279996119439602, "loss_cls": 0.15963195683434606, "loss_mask": 0.22917312383651733, "loss_rpn_cls": 0.03472046391107142, "loss_rpn_loc": 0.07544108061119914, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099673954897791, "mask_rcnn/false_negative": 0.0806646681059384, "mask_rcnn/false_positive": 0.111614082543887, "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": 0.9624454057775438, "total_loss": 0.6969215323915705}
{"data_time": 0.014206489082425833, "eta_seconds": 96371.20509266853, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28441256917498886, "fast_rcnn/fg_cls_accuracy": 0.6875404768913748, "iteration": 173039, "loss_box_reg": 0.20636236108839512, "loss_cls": 0.18079529469832778, "loss_mask": 0.23432053998112679, "loss_rpn_cls": 0.03205653338227421, "loss_rpn_loc": 0.08100031851790845, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000510601436837, "mask_rcnn/false_negative": 0.08749425708223094, "mask_rcnn/false_positive": 0.10651869429794597, "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": 0.965856600087136, "total_loss": 0.7119009319576435}
{"data_time": 0.01887859171256423, "eta_seconds": 96369.52300871722, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.29086719016729257, "fast_rcnn/fg_cls_accuracy": 0.6974428645872106, "iteration": 173059, "loss_box_reg": 0.19549665600061417, "loss_cls": 0.16053398232907057, "loss_mask": 0.2405771892517805, "loss_rpn_cls": 0.02860803552903235, "loss_rpn_loc": 0.07367629930377007, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954534587598688, "mask_rcnn/false_negative": 0.07835685478040917, "mask_rcnn/false_positive": 0.1243072797934617, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0535619836300611, "total_loss": 0.7403700182330795}
{"data_time": 0.020779350772500038, "eta_seconds": 96405.8223741129, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.3300169245647969, "fast_rcnn/fg_cls_accuracy": 0.6290234588106929, "iteration": 173079, "loss_box_reg": 0.21419335529208183, "loss_cls": 0.17864814773201942, "loss_mask": 0.24215305037796497, "loss_rpn_cls": 0.029519926523789763, "loss_rpn_loc": 0.08047653688117862, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980257098093904, "mask_rcnn/false_negative": 0.09763788008565039, "mask_rcnn/false_positive": 0.1032375090342107, "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": 1.0101427868939936, "total_loss": 0.7619958958821371}
{"data_time": 0.021242280025035143, "eta_seconds": 96502.9564124532, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2859538784067086, "fast_rcnn/fg_cls_accuracy": 0.6715946843853821, "iteration": 173099, "loss_box_reg": 0.21189146302640438, "loss_cls": 0.17291739955544472, "loss_mask": 0.2357865609228611, "loss_rpn_cls": 0.031828098464757204, "loss_rpn_loc": 0.07511224428890273, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938625450180072, "mask_rcnn/false_negative": 0.09701835496647279, "mask_rcnn/false_positive": 0.11944696166233096, "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": 1.0077262744307518, "total_loss": 0.7171980098355561}
{"data_time": 0.01804674929007888, "eta_seconds": 96572.63384826481, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2586088154269972, "fast_rcnn/fg_cls_accuracy": 0.7120665393111798, "iteration": 173119, "loss_box_reg": 0.20770499482750893, "loss_cls": 0.15589190367609262, "loss_mask": 0.23743320629000664, "loss_rpn_cls": 0.027853268635226414, "loss_rpn_loc": 0.06585852266289294, "lr": 0.0001, "mask_rcnn/accuracy": 0.9095368916797488, "mask_rcnn/false_negative": 0.0800059705255679, "mask_rcnn/false_positive": 0.10197828135795912, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0198080032132566, "total_loss": 0.6889798470074311}
{"data_time": 0.016915875487029552, "eta_seconds": 96463.12031073496, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26785423046952866, "fast_rcnn/fg_cls_accuracy": 0.7161354040193537, "iteration": 173139, "loss_box_reg": 0.1974007785320282, "loss_cls": 0.16923595312982798, "loss_mask": 0.22615446150302887, "loss_rpn_cls": 0.02518339964444749, "loss_rpn_loc": 0.06283989280927926, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068802914628321, "mask_rcnn/false_negative": 0.08954613717941606, "mask_rcnn/false_positive": 0.10598483793740507, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9878024226054549, "total_loss": 0.7021021915134043}
{"data_time": 0.018236350268125534, "eta_seconds": 96443.20225987583, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.315410023502509, "fast_rcnn/fg_cls_accuracy": 0.665, "iteration": 173159, "loss_box_reg": 0.20609617605805397, "loss_cls": 0.18178286496549845, "loss_mask": 0.2386518307030201, "loss_rpn_cls": 0.030425100354477763, "loss_rpn_loc": 0.07518495823023841, "lr": 0.0001, "mask_rcnn/accuracy": 0.9093764335154642, "mask_rcnn/false_negative": 0.08467211799233887, "mask_rcnn/false_positive": 0.09673500489196417, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0126007767394185, "total_loss": 0.7401515278033912}
{"data_time": 0.01988999219611287, "eta_seconds": 96423.28420901671, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2654617279755331, "fast_rcnn/fg_cls_accuracy": 0.6760894376426645, "iteration": 173179, "loss_box_reg": 0.2178831845521927, "loss_cls": 0.1847451818175614, "loss_mask": 0.23445750400424004, "loss_rpn_cls": 0.03838336968328804, "loss_rpn_loc": 0.06883630756055936, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020526076852045, "mask_rcnn/false_negative": 0.09011081589640929, "mask_rcnn/false_positive": 0.11263307120876183, "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": 0.980532662011683, "total_loss": 0.7407505372539163}
{"data_time": 0.021364790853112936, "eta_seconds": 96286.45899519324, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.301941086831087, "fast_rcnn/fg_cls_accuracy": 0.6708827707219251, "iteration": 173199, "loss_box_reg": 0.2140266103670001, "loss_cls": 0.18110114010050893, "loss_mask": 0.23968991823494434, "loss_rpn_cls": 0.03287108527729288, "loss_rpn_loc": 0.09136359061812982, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927563987471822, "mask_rcnn/false_negative": 0.0896637793442874, "mask_rcnn/false_positive": 0.1304324012233558, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.004038576502353, "total_loss": 0.757778428203892}
{"data_time": 0.020445157773792744, "eta_seconds": 96141.81024466641, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2750967741935484, "fast_rcnn/fg_cls_accuracy": 0.6802441314553991, "iteration": 173219, "loss_box_reg": 0.20433879364281893, "loss_cls": 0.16401050612330437, "loss_mask": 0.2356187142431736, "loss_rpn_cls": 0.028909038635902107, "loss_rpn_loc": 0.06742421048693359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976052213093029, "mask_rcnn/false_negative": 0.10479721394145597, "mask_rcnn/false_positive": 0.11078847603460787, "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": 0.964999764226377, "total_loss": 0.6982296464848332}
{"data_time": 0.01850974326953292, "eta_seconds": 96140.48851542175, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2852875097681688, "fast_rcnn/fg_cls_accuracy": 0.697453635560789, "iteration": 173239, "loss_box_reg": 0.19751480035483837, "loss_cls": 0.16136620612815022, "loss_mask": 0.23161114379763603, "loss_rpn_cls": 0.02670202316949144, "loss_rpn_loc": 0.06316432822495699, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016529892380233, "mask_rcnn/false_negative": 0.07861022747337018, "mask_rcnn/false_positive": 0.10415127419301998, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9949193671345711, "total_loss": 0.6840112800709903}
{"data_time": 0.01373580377548933, "eta_seconds": 96163.30912082456, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.20934897309553918, "fast_rcnn/fg_cls_accuracy": 0.7344721982964877, "iteration": 173259, "loss_box_reg": 0.1997393723577261, "loss_cls": 0.15436634607613087, "loss_mask": 0.22907885164022446, "loss_rpn_cls": 0.028796297730877995, "loss_rpn_loc": 0.058607037644833326, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060389275739555, "mask_rcnn/false_negative": 0.09130222661179792, "mask_rcnn/false_positive": 0.10683214881505462, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0096206818707287, "total_loss": 0.6621581385843456}
{"data_time": 0.02021698420867324, "eta_seconds": 96100.74461773038, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2836921850079745, "fast_rcnn/fg_cls_accuracy": 0.7071039340776183, "iteration": 173279, "loss_box_reg": 0.2166584637016058, "loss_cls": 0.18872256390750408, "loss_mask": 0.23189463652670383, "loss_rpn_cls": 0.03499108529649675, "loss_rpn_loc": 0.0746349124237895, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028604281494826, "mask_rcnn/false_negative": 0.09279710560603967, "mask_rcnn/false_positive": 0.1097859369237201, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 0.9690440986305475, "total_loss": 0.7731051405426115}
{"data_time": 0.022597813047468662, "eta_seconds": 96043.76516286284, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3052692130694892, "fast_rcnn/fg_cls_accuracy": 0.6509267810026385, "iteration": 173299, "loss_box_reg": 0.188781282864511, "loss_cls": 0.1569668659940362, "loss_mask": 0.2272255513817072, "loss_rpn_cls": 0.030220970045775175, "loss_rpn_loc": 0.06924083235207945, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029317909510877, "mask_rcnn/false_negative": 0.09353166403634253, "mask_rcnn/false_positive": 0.11372099618812467, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9808996859937906, "total_loss": 0.6894418112351559}
{"data_time": 0.014296301640570164, "eta_seconds": 96023.90088878572, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2926948051948052, "fast_rcnn/fg_cls_accuracy": 0.6946092700403045, "iteration": 173319, "loss_box_reg": 0.2156320121139288, "loss_cls": 0.1720124464482069, "loss_mask": 0.23114420101046562, "loss_rpn_cls": 0.032613267190754414, "loss_rpn_loc": 0.0654233694949653, "lr": 0.0001, "mask_rcnn/accuracy": 0.898398840980581, "mask_rcnn/false_negative": 0.09330079513637216, "mask_rcnn/false_positive": 0.1036337556493836, "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": 0.9899673350155354, "total_loss": 0.720867620781064}
{"data_time": 0.012062403373420238, "eta_seconds": 96045.03044410609, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2945425361155698, "fast_rcnn/fg_cls_accuracy": 0.6824444212503914, "iteration": 173339, "loss_box_reg": 0.22788942698389292, "loss_cls": 0.18265318777412176, "loss_mask": 0.23976407386362553, "loss_rpn_cls": 0.033925564493983984, "loss_rpn_loc": 0.08335111557971686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973873448779843, "mask_rcnn/false_negative": 0.09667410165936426, "mask_rcnn/false_positive": 0.11275494577515391, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0252628363668919, "total_loss": 0.7408567919046618}
{"data_time": 0.013224891852587461, "eta_seconds": 95984.17234063148, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.25790602394212914, "fast_rcnn/fg_cls_accuracy": 0.7134420697412823, "iteration": 173359, "loss_box_reg": 0.21506104804575443, "loss_cls": 0.17090074066072702, "loss_mask": 0.24199202843010426, "loss_rpn_cls": 0.03589309542439878, "loss_rpn_loc": 0.07521175860892981, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057922806432464, "mask_rcnn/false_negative": 0.08469931075870006, "mask_rcnn/false_positive": 0.10164660450522861, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9765096255578101, "total_loss": 0.7498218996624928}
{"data_time": 0.02626565797254443, "eta_seconds": 95943.64657144994, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31380012473859925, "fast_rcnn/fg_cls_accuracy": 0.6257586634471057, "iteration": 173379, "loss_box_reg": 0.2250076700001955, "loss_cls": 0.19023230765014887, "loss_mask": 0.2402076106518507, "loss_rpn_cls": 0.029332364909350872, "loss_rpn_loc": 0.07028699293732643, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941120851158123, "mask_rcnn/false_negative": 0.09031835643290645, "mask_rcnn/false_positive": 0.11778370107826985, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9824057617224753, "total_loss": 0.7587957644136623}
{"data_time": 0.013062514830380678, "eta_seconds": 95923.7865742296, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2729899680139576, "fast_rcnn/fg_cls_accuracy": 0.6695946961473589, "iteration": 173399, "loss_box_reg": 0.22215423732995987, "loss_cls": 0.18666361272335052, "loss_mask": 0.23170830495655537, "loss_rpn_cls": 0.030592289054766297, "loss_rpn_loc": 0.06877791439183056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972040688745133, "mask_rcnn/false_negative": 0.09691319336767698, "mask_rcnn/false_positive": 0.10442147315339528, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9908719640225172, "total_loss": 0.7307443368481472}
{"data_time": 0.019909375347197056, "eta_seconds": 95943.12909102999, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.34564722700353007, "fast_rcnn/fg_cls_accuracy": 0.6082956155991405, "iteration": 173419, "loss_box_reg": 0.20402166992425919, "loss_cls": 0.18126407032832503, "loss_mask": 0.232414111495018, "loss_rpn_cls": 0.02634593448601663, "loss_rpn_loc": 0.06485136447008699, "lr": 0.0001, "mask_rcnn/accuracy": 0.899582859076637, "mask_rcnn/false_negative": 0.09079222453856417, "mask_rcnn/false_positive": 0.11033360050321621, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9914432279765606, "total_loss": 0.7468842689413577}
{"data_time": 0.013407722115516663, "eta_seconds": 95816.97806943208, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30101633505281256, "fast_rcnn/fg_cls_accuracy": 0.6659052789548023, "iteration": 173439, "loss_box_reg": 0.20404190383851528, "loss_cls": 0.16809809114784002, "loss_mask": 0.24007059074938297, "loss_rpn_cls": 0.028574550873599946, "loss_rpn_loc": 0.06790061737410724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882339960440698, "mask_rcnn/false_negative": 0.09733619300846622, "mask_rcnn/false_positive": 0.12558153171733874, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9685150687582791, "total_loss": 0.7190098714781925}
{"data_time": 0.014840586110949516, "eta_seconds": 95782.33590334654, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.3042007973184712, "fast_rcnn/fg_cls_accuracy": 0.6617505120177029, "iteration": 173459, "loss_box_reg": 0.2110140947625041, "loss_cls": 0.15637235529720783, "loss_mask": 0.2306917253881693, "loss_rpn_cls": 0.0321499822603073, "loss_rpn_loc": 0.08237111405469477, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969018332857619, "mask_rcnn/false_negative": 0.08404163369256702, "mask_rcnn/false_positive": 0.11785769637082956, "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": 0.9719110699370503, "total_loss": 0.7244437041663332}
{"data_time": 0.017819993197917938, "eta_seconds": 95762.49286711216, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3315213788531654, "fast_rcnn/fg_cls_accuracy": 0.6506987577639751, "iteration": 173479, "loss_box_reg": 0.19915480725467205, "loss_cls": 0.15684891841374338, "loss_mask": 0.2215854972600937, "loss_rpn_cls": 0.02966487710364163, "loss_rpn_loc": 0.07053010328672826, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111848146082056, "mask_rcnn/false_negative": 0.08842004168202172, "mask_rcnn/false_positive": 0.10220906374855485, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9964736653491855, "total_loss": 0.6900537022156641}
{"data_time": 0.01500114519149065, "eta_seconds": 95733.68287924677, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.24225940970571713, "fast_rcnn/fg_cls_accuracy": 0.7035643391575594, "iteration": 173499, "loss_box_reg": 0.2165103368461132, "loss_cls": 0.1770789036527276, "loss_mask": 0.2281184382736683, "loss_rpn_cls": 0.028469191485783085, "loss_rpn_loc": 0.05340048100333661, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081103330773538, "mask_rcnn/false_negative": 0.080833722346317, "mask_rcnn/false_positive": 0.1069924002625551, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9799377568997443, "total_loss": 0.6899022517027333}
{"data_time": 0.014457718934863806, "eta_seconds": 95665.93972429633, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.27807782101167317, "fast_rcnn/fg_cls_accuracy": 0.7096586108830424, "iteration": 173519, "loss_box_reg": 0.2154192253947258, "loss_cls": 0.17351368069648743, "loss_mask": 0.2442141640931368, "loss_rpn_cls": 0.030664552352391183, "loss_rpn_loc": 0.07893465436063707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921916887502643, "mask_rcnn/false_negative": 0.0957786302430922, "mask_rcnn/false_positive": 0.11820701251712958, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9719620537944138, "total_loss": 0.7600858539808542}
{"data_time": 0.019191570580005646, "eta_seconds": 95625.4534819629, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.33346725592607473, "fast_rcnn/fg_cls_accuracy": 0.6243402722721816, "iteration": 173539, "loss_box_reg": 0.2237457949668169, "loss_cls": 0.17557923030108213, "loss_mask": 0.24046946875751019, "loss_rpn_cls": 0.03534278948791325, "loss_rpn_loc": 0.09557851403951645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893231779560398, "mask_rcnn/false_negative": 0.10674268355783266, "mask_rcnn/false_positive": 0.12866229790419778, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 206.875, "rpn/num_pos_anchors": 49.125, "time": 1.0097847301512957, "total_loss": 0.773504517506808}
{"data_time": 0.013563817366957664, "eta_seconds": 95649.38353033736, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2854214445037856, "fast_rcnn/fg_cls_accuracy": 0.6869922654083767, "iteration": 173559, "loss_box_reg": 0.2137589491903782, "loss_cls": 0.17164201475679874, "loss_mask": 0.2424274291843176, "loss_rpn_cls": 0.034594655386172235, "loss_rpn_loc": 0.07404133072122931, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015031904822589, "mask_rcnn/false_negative": 0.08557800316181671, "mask_rcnn/false_positive": 0.11136709601344989, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0114386011846364, "total_loss": 0.757619337644428}
{"data_time": 0.01709917141124606, "eta_seconds": 95573.78564019687, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2822165191629083, "fast_rcnn/fg_cls_accuracy": 0.6702037351443124, "iteration": 173579, "loss_box_reg": 0.21357599925249815, "loss_cls": 0.17406290024518967, "loss_mask": 0.2342096958309412, "loss_rpn_cls": 0.037147436232771724, "loss_rpn_loc": 0.08868553023785353, "lr": 0.0001, "mask_rcnn/accuracy": 0.899567715190915, "mask_rcnn/false_negative": 0.09910042489562008, "mask_rcnn/false_positive": 0.10661095209593614, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9833774548023939, "total_loss": 0.7485955611336976}
{"data_time": 0.014115468133240938, "eta_seconds": 95448.68626836687, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2852263797376534, "fast_rcnn/fg_cls_accuracy": 0.691871769336558, "iteration": 173599, "loss_box_reg": 0.20201087556779385, "loss_cls": 0.15714281052350998, "loss_mask": 0.22959380224347115, "loss_rpn_cls": 0.03532250667922199, "loss_rpn_loc": 0.06617399153765291, "lr": 0.0001, "mask_rcnn/accuracy": 0.9141679593360266, "mask_rcnn/false_negative": 0.08612098725348774, "mask_rcnn/false_positive": 0.09732947473708795, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9781770277768373, "total_loss": 0.6738288811175153}
{"data_time": 0.025304162874817848, "eta_seconds": 95534.13669365458, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3403325761198789, "fast_rcnn/fg_cls_accuracy": 0.6463131939522797, "iteration": 173619, "loss_box_reg": 0.20201868563890457, "loss_cls": 0.16887668333947659, "loss_mask": 0.23281951621174812, "loss_rpn_cls": 0.029602527094539255, "loss_rpn_loc": 0.07239202596247196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997264438807011, "mask_rcnn/false_negative": 0.08597458350848268, "mask_rcnn/false_positive": 0.119292521904928, "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": 1.0069155665114522, "total_loss": 0.707053869497031}
{"data_time": 0.021673770621418953, "eta_seconds": 95546.95223707706, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3107708106801982, "fast_rcnn/fg_cls_accuracy": 0.6622239982448717, "iteration": 173639, "loss_box_reg": 0.1943814316764474, "loss_cls": 0.16050134226679802, "loss_mask": 0.22559070773422718, "loss_rpn_cls": 0.033001369796693325, "loss_rpn_loc": 0.06735579646192491, "lr": 0.0001, "mask_rcnn/accuracy": 0.9130968015398192, "mask_rcnn/false_negative": 0.08215196866863214, "mask_rcnn/false_positive": 0.10071532965069308, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0227709962055087, "total_loss": 0.6750712736975402}
{"data_time": 0.01614745007827878, "eta_seconds": 95506.49169036187, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2794137421003093, "fast_rcnn/fg_cls_accuracy": 0.6826564850167766, "iteration": 173659, "loss_box_reg": 0.19744828343391418, "loss_cls": 0.17055890522897243, "loss_mask": 0.22541075944900513, "loss_rpn_cls": 0.02856469771359116, "loss_rpn_loc": 0.05758164031431079, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045965882988869, "mask_rcnn/false_negative": 0.09122642285147867, "mask_rcnn/false_positive": 0.09465482454380039, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9978406992740929, "total_loss": 0.691755409934558}
{"data_time": 0.015708365011960268, "eta_seconds": 95474.66327384114, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32080109606705354, "fast_rcnn/fg_cls_accuracy": 0.6100517819067925, "iteration": 173679, "loss_box_reg": 0.20522234961390495, "loss_cls": 0.16707513201981783, "loss_mask": 0.2311577219516039, "loss_rpn_cls": 0.026769261341542006, "loss_rpn_loc": 0.07044201041571796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829288185253397, "mask_rcnn/false_negative": 0.09544856564318242, "mask_rcnn/false_positive": 0.12927689182857457, "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": 0.9961612490005791, "total_loss": 0.6867655116366223}
{"data_time": 0.012955640908330679, "eta_seconds": 95466.8377598282, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3159293715587621, "fast_rcnn/fg_cls_accuracy": 0.6497907729094873, "iteration": 173699, "loss_box_reg": 0.2014507744461298, "loss_cls": 0.16282244306057692, "loss_mask": 0.2443044576793909, "loss_rpn_cls": 0.02781072340440005, "loss_rpn_loc": 0.0663719211879652, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936372988928603, "mask_rcnn/false_negative": 0.09154093094848842, "mask_rcnn/false_positive": 0.11275396456139145, "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": 1.0052334512583911, "total_loss": 0.6981980666751042}
{"data_time": 0.013061405625194311, "eta_seconds": 95435.01432729885, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3207327791408796, "fast_rcnn/fg_cls_accuracy": 0.6641864910065189, "iteration": 173719, "loss_box_reg": 0.20845252834260464, "loss_cls": 0.18032251461409032, "loss_mask": 0.2400117702782154, "loss_rpn_cls": 0.030261815118137747, "loss_rpn_loc": 0.0646341840038076, "lr": 0.0001, "mask_rcnn/accuracy": 0.890000093443971, "mask_rcnn/false_negative": 0.0884610926302189, "mask_rcnn/false_positive": 0.12882490457708895, "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": 0.9669480910524726, "total_loss": 0.739392158575356}
{"data_time": 0.014350001700222492, "eta_seconds": 95426.10584355891, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27226961105957415, "fast_rcnn/fg_cls_accuracy": 0.7029689608636978, "iteration": 173739, "loss_box_reg": 0.19845314417034388, "loss_cls": 0.15995538095012307, "loss_mask": 0.22578679211437702, "loss_rpn_cls": 0.03194421355146915, "loss_rpn_loc": 0.06678582879249007, "lr": 0.0001, "mask_rcnn/accuracy": 0.905621204670735, "mask_rcnn/false_negative": 0.07956978229423262, "mask_rcnn/false_positive": 0.09935324260761033, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.987183575052768, "total_loss": 0.7080971088726074}
{"data_time": 0.02051931992173195, "eta_seconds": 95427.96474985778, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.29146987307609074, "fast_rcnn/fg_cls_accuracy": 0.6634861932938856, "iteration": 173759, "loss_box_reg": 0.22948103211820126, "loss_cls": 0.19901867397129536, "loss_mask": 0.25058779306709766, "loss_rpn_cls": 0.03578046057373285, "loss_rpn_loc": 0.06960929598426446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843459652533329, "mask_rcnn/false_negative": 0.09588973718898092, "mask_rcnn/false_positive": 0.11898531198541434, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.988346601370722, "total_loss": 0.8153198773507029}
{"data_time": 0.016395981889218092, "eta_seconds": 95376.0637926776, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3158101045296167, "fast_rcnn/fg_cls_accuracy": 0.6685104529616726, "iteration": 173779, "loss_box_reg": 0.1916614482179284, "loss_cls": 0.16438536206260324, "loss_mask": 0.22678696364164352, "loss_rpn_cls": 0.024101631832309067, "loss_rpn_loc": 0.05841933691408485, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083094281039109, "mask_rcnn/false_negative": 0.08613576225071581, "mask_rcnn/false_positive": 0.09910663452094204, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9740611789748073, "total_loss": 0.6662561834091321}
{"data_time": 0.023323506116867065, "eta_seconds": 95250.65994830802, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27514754098360655, "fast_rcnn/fg_cls_accuracy": 0.6692696977347319, "iteration": 173799, "loss_box_reg": 0.21378247160464525, "loss_cls": 0.1754648443311453, "loss_mask": 0.22819067351520061, "loss_rpn_cls": 0.028872554888948798, "loss_rpn_loc": 0.07487102248705924, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005356315492448, "mask_rcnn/false_negative": 0.09343846491388992, "mask_rcnn/false_positive": 0.10333290205148282, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9620539783500135, "total_loss": 0.7321928016608581}
{"data_time": 0.023314064368605614, "eta_seconds": 95109.4836814329, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32086219816182654, "fast_rcnn/fg_cls_accuracy": 0.6487955925523786, "iteration": 173819, "loss_box_reg": 0.20570285385474563, "loss_cls": 0.16975053260102868, "loss_mask": 0.2364908829331398, "loss_rpn_cls": 0.029326787509489805, "loss_rpn_loc": 0.06559686292894185, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857375784748251, "mask_rcnn/false_negative": 0.10021724222047798, "mask_rcnn/false_positive": 0.12309802237889378, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9808252980001271, "total_loss": 0.709629523800686}
{"data_time": 0.024224569089710712, "eta_seconds": 95089.7062882781, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.27780748663101607, "fast_rcnn/fg_cls_accuracy": 0.675346687211094, "iteration": 173839, "loss_box_reg": 0.21961282286792994, "loss_cls": 0.17295478470623493, "loss_mask": 0.23509784415364265, "loss_rpn_cls": 0.03200933401240036, "loss_rpn_loc": 0.07595959049649537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946651032183269, "mask_rcnn/false_negative": 0.07973849664716959, "mask_rcnn/false_positive": 0.11757416225160014, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0026680477894843, "total_loss": 0.7477182078873739}
{"data_time": 0.01880759559571743, "eta_seconds": 95155.85122161545, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2965001643115347, "fast_rcnn/fg_cls_accuracy": 0.6286937310135322, "iteration": 173859, "loss_box_reg": 0.2149466834962368, "loss_cls": 0.17584716342389584, "loss_mask": 0.23285525850951672, "loss_rpn_cls": 0.029207225190475583, "loss_rpn_loc": 0.06952306651510298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906169420149013, "mask_rcnn/false_negative": 0.09182584409000036, "mask_rcnn/false_positive": 0.12674690321244642, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9692119765095413, "total_loss": 0.7267316110664979}
{"data_time": 0.01558916550129652, "eta_seconds": 95164.66014107689, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.26139455782312926, "fast_rcnn/fg_cls_accuracy": 0.7176820432314938, "iteration": 173879, "loss_box_reg": 0.20968027412891388, "loss_cls": 0.1626031594350934, "loss_mask": 0.23086311481893063, "loss_rpn_cls": 0.02884635515511036, "loss_rpn_loc": 0.067891520797275, "lr": 0.0001, "mask_rcnn/accuracy": 0.9130040147549955, "mask_rcnn/false_negative": 0.07939526922298745, "mask_rcnn/false_positive": 0.09753305658738774, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9869939829222858, "total_loss": 0.6785434850025922}
{"data_time": 0.01557632116600871, "eta_seconds": 95175.5780856125, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.3227285166940339, "fast_rcnn/fg_cls_accuracy": 0.6616595135908441, "iteration": 173899, "loss_box_reg": 0.19590212870389223, "loss_cls": 0.15778404660522938, "loss_mask": 0.2467082403600216, "loss_rpn_cls": 0.03226459585130215, "loss_rpn_loc": 0.06288658105768263, "lr": 0.0001, "mask_rcnn/accuracy": 0.8815049530326149, "mask_rcnn/false_negative": 0.1056523674828511, "mask_rcnn/false_positive": 0.12863112310255975, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9889662144705653, "total_loss": 0.6891307566547766}
{"data_time": 0.024450579192489386, "eta_seconds": 95269.31476689875, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.28972564389697647, "fast_rcnn/fg_cls_accuracy": 0.6738910308836702, "iteration": 173919, "loss_box_reg": 0.20961810275912285, "loss_cls": 0.17018797527998686, "loss_mask": 0.22737173922359943, "loss_rpn_cls": 0.032999747461872175, "loss_rpn_loc": 0.06564196047838777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953999379194095, "mask_rcnn/false_negative": 0.07858786112745195, "mask_rcnn/false_positive": 0.11512981463081595, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.002320496365428, "total_loss": 0.7111875569680706}
{"data_time": 0.018560146912932396, "eta_seconds": 95300.85080419667, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30152932170671637, "fast_rcnn/fg_cls_accuracy": 0.6368423269724925, "iteration": 173939, "loss_box_reg": 0.2199826743453741, "loss_cls": 0.17355237808078527, "loss_mask": 0.2430084180086851, "loss_rpn_cls": 0.03732042387127876, "loss_rpn_loc": 0.07222473458386958, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910434503708194, "mask_rcnn/false_negative": 0.10091522134902796, "mask_rcnn/false_positive": 0.11561981703288562, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0185249675996602, "total_loss": 0.7501775402342901}
{"data_time": 0.017127043567597866, "eta_seconds": 95290.40019154549, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2728018036482886, "fast_rcnn/fg_cls_accuracy": 0.6810860763950009, "iteration": 173959, "loss_box_reg": 0.21507835388183594, "loss_cls": 0.16923441411927342, "loss_mask": 0.24657368939369917, "loss_rpn_cls": 0.027732201386243105, "loss_rpn_loc": 0.0715397133026272, "lr": 0.0001, "mask_rcnn/accuracy": 0.891332845863281, "mask_rcnn/false_negative": 0.09911641662447962, "mask_rcnn/false_positive": 0.11829813562442082, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.988732151221484, "total_loss": 0.75177286635153}
{"data_time": 0.02528311125934124, "eta_seconds": 95297.20713210292, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2927118297421831, "fast_rcnn/fg_cls_accuracy": 0.6877283960354392, "iteration": 173979, "loss_box_reg": 0.21756512019783258, "loss_cls": 0.1840418241918087, "loss_mask": 0.23825661838054657, "loss_rpn_cls": 0.03467656299471855, "loss_rpn_loc": 0.08699789922684431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993390240048139, "mask_rcnn/false_negative": 0.08824683841367187, "mask_rcnn/false_positive": 0.1148571614913832, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9975647125393152, "total_loss": 0.7910001833224669}
{"data_time": 0.014959361404180527, "eta_seconds": 95241.32497608662, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.31609022556390975, "fast_rcnn/fg_cls_accuracy": 0.6645021645021645, "iteration": 173999, "loss_box_reg": 0.20703526865690947, "loss_cls": 0.17169793182983994, "loss_mask": 0.23573857359588146, "loss_rpn_cls": 0.036385870655067265, "loss_rpn_loc": 0.08221486094407737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926901164703283, "mask_rcnn/false_negative": 0.09643691286104078, "mask_rcnn/false_positive": 0.11781436628518452, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9733340092934668, "total_loss": 0.7536419637035578}
{"data_time": 0.01323430659249425, "eta_seconds": 95257.50823306851, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29423368527462657, "fast_rcnn/fg_cls_accuracy": 0.6706341963383129, "iteration": 174019, "loss_box_reg": 0.20764054264873266, "loss_cls": 0.16067710239440203, "loss_mask": 0.23274443671107292, "loss_rpn_cls": 0.029786953527946025, "loss_rpn_loc": 0.07438714755699039, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055479207812157, "mask_rcnn/false_negative": 0.09274164730852119, "mask_rcnn/false_positive": 0.10335210792232385, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9732963624410331, "total_loss": 0.6968901920481585}
{"data_time": 0.019634047523140907, "eta_seconds": 95284.00462150574, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2399199233068291, "fast_rcnn/fg_cls_accuracy": 0.697524863113197, "iteration": 174039, "loss_box_reg": 0.21262093540281057, "loss_cls": 0.1666872543282807, "loss_mask": 0.2281328160315752, "loss_rpn_cls": 0.033506934239994735, "loss_rpn_loc": 0.07057679304853082, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087458356074452, "mask_rcnn/false_negative": 0.09102993649247769, "mask_rcnn/false_positive": 0.09572454767219782, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0348698673769832, "total_loss": 0.7146217997797066}
{"data_time": 0.014946851879358292, "eta_seconds": 95217.8093340341, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2950740484581014, "fast_rcnn/fg_cls_accuracy": 0.6776723863474184, "iteration": 174059, "loss_box_reg": 0.1960205566138029, "loss_cls": 0.18154715653508902, "loss_mask": 0.23086373880505562, "loss_rpn_cls": 0.03420116938650608, "loss_rpn_loc": 0.07670157367829233, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022766647438711, "mask_rcnn/false_negative": 0.08312353709807914, "mask_rcnn/false_positive": 0.09972119455991409, "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": 1.022444915957749, "total_loss": 0.736107487231493}
{"data_time": 0.025103353895246983, "eta_seconds": 95187.43258994073, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.23915887850467288, "fast_rcnn/fg_cls_accuracy": 0.7133537206931703, "iteration": 174079, "loss_box_reg": 0.21353118028491735, "loss_cls": 0.17057189159095287, "loss_mask": 0.232219772413373, "loss_rpn_cls": 0.03309592430014163, "loss_rpn_loc": 0.07531631574966013, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026115085539335, "mask_rcnn/false_negative": 0.07730378915648306, "mask_rcnn/false_positive": 0.10847627074291205, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9919455032795668, "total_loss": 0.7328345396090299}
{"data_time": 0.013796980492770672, "eta_seconds": 95113.81045789458, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2740482417901773, "fast_rcnn/fg_cls_accuracy": 0.6931365994970236, "iteration": 174099, "loss_box_reg": 0.20639264024794102, "loss_cls": 0.16931545734405518, "loss_mask": 0.23044830933213234, "loss_rpn_cls": 0.037161146057769656, "loss_rpn_loc": 0.07479333458468318, "lr": 0.0001, "mask_rcnn/accuracy": 0.897054491244748, "mask_rcnn/false_negative": 0.09878671276660998, "mask_rcnn/false_positive": 0.11564337168952978, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.987340965308249, "total_loss": 0.7455901652574539}
{"data_time": 0.014193225651979446, "eta_seconds": 95071.00228819996, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2949534050179211, "fast_rcnn/fg_cls_accuracy": 0.6787650019357336, "iteration": 174119, "loss_box_reg": 0.21019038092345, "loss_cls": 0.18418148485943675, "loss_mask": 0.23654008097946644, "loss_rpn_cls": 0.03511079354211688, "loss_rpn_loc": 0.06785885337740183, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021830458373825, "mask_rcnn/false_negative": 0.08961695271038429, "mask_rcnn/false_positive": 0.10807715377633975, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0067267646081746, "total_loss": 0.7378239739919081}
{"data_time": 0.013217678759247065, "eta_seconds": 95088.67050800472, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.30929579148732667, "fast_rcnn/fg_cls_accuracy": 0.6686593731006338, "iteration": 174139, "loss_box_reg": 0.22031808458268642, "loss_cls": 0.17768224142491817, "loss_mask": 0.23775084502995014, "loss_rpn_cls": 0.033445281675085425, "loss_rpn_loc": 0.05986876483075321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840842400671147, "mask_rcnn/false_negative": 0.09824397308437377, "mask_rcnn/false_positive": 0.12633444427574936, "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": 1.0107183787040412, "total_loss": 0.7512382522691041}
{"data_time": 0.01748884841799736, "eta_seconds": 95089.73953224719, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.30755640119597716, "fast_rcnn/fg_cls_accuracy": 0.6698415073491327, "iteration": 174159, "loss_box_reg": 0.20057512819766998, "loss_cls": 0.16592479404062033, "loss_mask": 0.2288955170661211, "loss_rpn_cls": 0.02686166559578851, "loss_rpn_loc": 0.06552054639905691, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038292801419057, "mask_rcnn/false_negative": 0.09108947396700776, "mask_rcnn/false_positive": 0.10645668699318274, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.010356267914176, "total_loss": 0.7069135557394475}
{"data_time": 0.01413554372265935, "eta_seconds": 95169.48009420186, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28730779728869077, "fast_rcnn/fg_cls_accuracy": 0.6619718309859155, "iteration": 174179, "loss_box_reg": 0.2080938257277012, "loss_cls": 0.17528153955936432, "loss_mask": 0.2384270280599594, "loss_rpn_cls": 0.026868365006521344, "loss_rpn_loc": 0.06593017012346536, "lr": 0.0001, "mask_rcnn/accuracy": 0.898511058674127, "mask_rcnn/false_negative": 0.07373342189151393, "mask_rcnn/false_positive": 0.12038712567049545, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.064794221892953, "total_loss": 0.7286754710366949}
{"data_time": 0.01734893349930644, "eta_seconds": 95129.30442392826, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2229829594853069, "fast_rcnn/fg_cls_accuracy": 0.7433007386677948, "iteration": 174199, "loss_box_reg": 0.22008720878511667, "loss_cls": 0.18291905662044883, "loss_mask": 0.23815356567502022, "loss_rpn_cls": 0.034153762040659785, "loss_rpn_loc": 0.06817677000071853, "lr": 0.0001, "mask_rcnn/accuracy": 0.9096462761365598, "mask_rcnn/false_negative": 0.07375667966170674, "mask_rcnn/false_positive": 0.1013797349800865, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9754422437399626, "total_loss": 0.7484320906805806}
{"data_time": 0.01956713991239667, "eta_seconds": 95166.21554424055, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2533186216262095, "fast_rcnn/fg_cls_accuracy": 0.7180784102149087, "iteration": 174219, "loss_box_reg": 0.2149899434298277, "loss_cls": 0.17685871291905642, "loss_mask": 0.23443577624857426, "loss_rpn_cls": 0.030473666498437524, "loss_rpn_loc": 0.07195344381034374, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023804305657538, "mask_rcnn/false_negative": 0.08146743718952107, "mask_rcnn/false_positive": 0.0939211767862491, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9969941875897348, "total_loss": 0.7081616207724437}
{"data_time": 0.013557206373661757, "eta_seconds": 95146.34370971471, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28706220392948667, "fast_rcnn/fg_cls_accuracy": 0.6818878560126582, "iteration": 174239, "loss_box_reg": 0.21391958091408014, "loss_cls": 0.16690691746771336, "loss_mask": 0.2264656387269497, "loss_rpn_cls": 0.032176949782297015, "loss_rpn_loc": 0.055760923656634986, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088203959689705, "mask_rcnn/false_negative": 0.08862206731751938, "mask_rcnn/false_positive": 0.09707300860899806, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9856131211854517, "total_loss": 0.7177704821806401}
{"data_time": 0.01675379229709506, "eta_seconds": 95136.38838559389, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29490310744180714, "fast_rcnn/fg_cls_accuracy": 0.6779412199739676, "iteration": 174259, "loss_box_reg": 0.21265926817432046, "loss_cls": 0.15550725813955069, "loss_mask": 0.22968275845050812, "loss_rpn_cls": 0.026823731837794185, "loss_rpn_loc": 0.07530295848846436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977067557277759, "mask_rcnn/false_negative": 0.0892496495631829, "mask_rcnn/false_positive": 0.11259623506094908, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.040441615972668, "total_loss": 0.7006306024850346}
{"data_time": 0.015702587086707354, "eta_seconds": 95170.38338676095, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2743746091307067, "fast_rcnn/fg_cls_accuracy": 0.6900787954677335, "iteration": 174279, "loss_box_reg": 0.19472460728138685, "loss_cls": 0.16409017331898212, "loss_mask": 0.23338056355714798, "loss_rpn_cls": 0.028769285883754492, "loss_rpn_loc": 0.06938130385242403, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067731588856355, "mask_rcnn/false_negative": 0.07984167023102731, "mask_rcnn/false_positive": 0.12321860826504333, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9944028705358505, "total_loss": 0.7151076636073412}
{"data_time": 0.019445496145635843, "eta_seconds": 95168.37570061907, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27675628968732413, "fast_rcnn/fg_cls_accuracy": 0.6986174744795435, "iteration": 174299, "loss_box_reg": 0.2032141974195838, "loss_cls": 0.16031825821846724, "loss_mask": 0.22833243943750858, "loss_rpn_cls": 0.02789786527864635, "loss_rpn_loc": 0.0637075905688107, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033881487246453, "mask_rcnn/false_negative": 0.08526927972213647, "mask_rcnn/false_positive": 0.10892718818912245, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0157316294498742, "total_loss": 0.703850663616322}
{"data_time": 0.013569965027272701, "eta_seconds": 95210.3252466023, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28888782876951946, "fast_rcnn/fg_cls_accuracy": 0.7023296525720442, "iteration": 174319, "loss_box_reg": 0.23046812415122986, "loss_cls": 0.17705328203737736, "loss_mask": 0.24254858121275902, "loss_rpn_cls": 0.02965362253598869, "loss_rpn_loc": 0.06838614353910089, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052478906034591, "mask_rcnn/false_negative": 0.08511601076154103, "mask_rcnn/false_positive": 0.10692718781696192, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0396982608363032, "total_loss": 0.7519153028260916}
{"data_time": 0.016345826908946037, "eta_seconds": 95181.7405467853, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.29452324130823887, "fast_rcnn/fg_cls_accuracy": 0.6636363636363636, "iteration": 174339, "loss_box_reg": 0.23448026925325394, "loss_cls": 0.1822539158165455, "loss_mask": 0.24990490451455116, "loss_rpn_cls": 0.02898458600975573, "loss_rpn_loc": 0.06916405074298382, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925663415340189, "mask_rcnn/false_negative": 0.10315124030860734, "mask_rcnn/false_positive": 0.1239704265192468, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0053332187235355, "total_loss": 0.7696350904880092}
{"data_time": 0.023356247693300247, "eta_seconds": 95170.52159892395, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2844075871988493, "fast_rcnn/fg_cls_accuracy": 0.6684903018142296, "iteration": 174359, "loss_box_reg": 0.2321442812681198, "loss_cls": 0.18158847652375698, "loss_mask": 0.23853373527526855, "loss_rpn_cls": 0.03213994309771806, "loss_rpn_loc": 0.07030272344127297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917526929409314, "mask_rcnn/false_negative": 0.09916499998208698, "mask_rcnn/false_positive": 0.11466819020650708, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9786383612081409, "total_loss": 0.7602920581120998}
{"data_time": 0.015628820285201073, "eta_seconds": 95167.37822604366, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.24360319501793812, "fast_rcnn/fg_cls_accuracy": 0.7140947288006112, "iteration": 174379, "loss_box_reg": 0.1985011026263237, "loss_cls": 0.15690672025084496, "loss_mask": 0.22777052409946918, "loss_rpn_cls": 0.026449999422766268, "loss_rpn_loc": 0.060765954782254994, "lr": 0.0001, "mask_rcnn/accuracy": 0.9127475960085085, "mask_rcnn/false_negative": 0.07474913710493822, "mask_rcnn/false_positive": 0.09616142725057172, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 1.0101668825373054, "total_loss": 0.6768634263426065}
{"data_time": 0.017967744264751673, "eta_seconds": 95224.64986220002, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.30889284949064066, "fast_rcnn/fg_cls_accuracy": 0.6432623064022887, "iteration": 174399, "loss_box_reg": 0.22422085143625736, "loss_cls": 0.1796938944607973, "loss_mask": 0.23101288639009, "loss_rpn_cls": 0.030974898603744805, "loss_rpn_loc": 0.07794626348186284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887609715973646, "mask_rcnn/false_negative": 0.10114093369398805, "mask_rcnn/false_positive": 0.11400574142612485, "roi_head/num_bg_samples": 427.375, "roi_head/num_fg_samples": 84.625, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 1.029352799989283, "total_loss": 0.7321834190515801}
{"data_time": 0.021401141304522753, "eta_seconds": 95204.72838733345, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3143841515934539, "fast_rcnn/fg_cls_accuracy": 0.6597401665231122, "iteration": 174419, "loss_box_reg": 0.20794427208602428, "loss_cls": 0.17838503047823906, "loss_mask": 0.2342862617224455, "loss_rpn_cls": 0.025112408096902072, "loss_rpn_loc": 0.06477514223661274, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046634065324182, "mask_rcnn/false_negative": 0.08726742199727622, "mask_rcnn/false_positive": 0.10466515679894724, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9896587627008557, "total_loss": 0.7566807395778596}
{"data_time": 0.013247499242424965, "eta_seconds": 95232.25002145395, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25014343086632246, "fast_rcnn/fg_cls_accuracy": 0.6960699942627653, "iteration": 174439, "loss_box_reg": 0.20659426413476467, "loss_cls": 0.1777113825082779, "loss_mask": 0.23327928222715855, "loss_rpn_cls": 0.036724643723573536, "loss_rpn_loc": 0.07290740450844169, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917257612903484, "mask_rcnn/false_negative": 0.08161821120808213, "mask_rcnn/false_positive": 0.1273611280240502, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9571117418818176, "total_loss": 0.7404545922763646}
{"data_time": 0.01942019769921899, "eta_seconds": 95242.0887963567, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.29307652264445605, "fast_rcnn/fg_cls_accuracy": 0.6886421176647533, "iteration": 174459, "loss_box_reg": 0.21682007610797882, "loss_cls": 0.1652444824576378, "loss_mask": 0.24618937633931637, "loss_rpn_cls": 0.03515321045415476, "loss_rpn_loc": 0.06985326029825956, "lr": 0.0001, "mask_rcnn/accuracy": 0.899485589155282, "mask_rcnn/false_negative": 0.08881279099842553, "mask_rcnn/false_positive": 0.11862913963155426, "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": 0.9898401615209877, "total_loss": 0.7332067545503378}
{"data_time": 0.018485716078430414, "eta_seconds": 95261.81492440403, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2930715875226111, "fast_rcnn/fg_cls_accuracy": 0.6981550343249427, "iteration": 174479, "loss_box_reg": 0.20830696541815996, "loss_cls": 0.16131136287003756, "loss_mask": 0.23153014481067657, "loss_rpn_cls": 0.03127594827674329, "loss_rpn_loc": 0.06923215766437352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915679202472802, "mask_rcnn/false_negative": 0.09226638554679498, "mask_rcnn/false_positive": 0.11151586041551381, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.051806075964123, "total_loss": 0.7056073634885252}
{"data_time": 0.018826826009899378, "eta_seconds": 95328.35119543597, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2990909090909091, "fast_rcnn/fg_cls_accuracy": 0.682260101010101, "iteration": 174499, "loss_box_reg": 0.21637679357081652, "loss_cls": 0.1959058130159974, "loss_mask": 0.2339614387601614, "loss_rpn_cls": 0.03119922091718763, "loss_rpn_loc": 0.07223405013792217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948819409470299, "mask_rcnn/false_negative": 0.09471590042691648, "mask_rcnn/false_positive": 0.11060144788305243, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0449965349398553, "total_loss": 0.7489215772366151}
{"data_time": 0.01815577642992139, "eta_seconds": 95295.53754888475, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34190287848824436, "fast_rcnn/fg_cls_accuracy": 0.6382813582813582, "iteration": 174519, "loss_box_reg": 0.21975227631628513, "loss_cls": 0.17119466792792082, "loss_mask": 0.2440429124981165, "loss_rpn_cls": 0.02923230198211968, "loss_rpn_loc": 0.06911105196923018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941330564313767, "mask_rcnn/false_negative": 0.09518903735271961, "mask_rcnn/false_positive": 0.11424741262939923, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9756884663365781, "total_loss": 0.7316859530401416}
{"data_time": 0.014936872757971287, "eta_seconds": 95232.44927627966, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.28426584355708373, "fast_rcnn/fg_cls_accuracy": 0.7025050626265656, "iteration": 174539, "loss_box_reg": 0.2020514290779829, "loss_cls": 0.17481120489537716, "loss_mask": 0.24225012585520744, "loss_rpn_cls": 0.03504904033616185, "loss_rpn_loc": 0.07792649138718843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914340857577259, "mask_rcnn/false_negative": 0.09925235055658459, "mask_rcnn/false_positive": 0.10942779102798414, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9867133125662804, "total_loss": 0.7424831134267151}
{"data_time": 0.018122175708413124, "eta_seconds": 95190.67895628512, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.308981090195074, "fast_rcnn/fg_cls_accuracy": 0.6616592805005214, "iteration": 174559, "loss_box_reg": 0.21477090660482645, "loss_cls": 0.18788120266981423, "loss_mask": 0.2411152385175228, "loss_rpn_cls": 0.029552113614045084, "loss_rpn_loc": 0.06122034369036555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972533632022387, "mask_rcnn/false_negative": 0.09915078770343047, "mask_rcnn/false_positive": 0.08953011061112529, "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": 0.9959602039307356, "total_loss": 0.758630430791527}
{"data_time": 0.013924912549555302, "eta_seconds": 95192.54462542012, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2624927473165071, "fast_rcnn/fg_cls_accuracy": 0.6860741560958135, "iteration": 174579, "loss_box_reg": 0.21799176186323166, "loss_cls": 0.18284211959689856, "loss_mask": 0.2365483082830906, "loss_rpn_cls": 0.03382328187581152, "loss_rpn_loc": 0.0656327623873949, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071678153883649, "mask_rcnn/false_negative": 0.08118938802082305, "mask_rcnn/false_positive": 0.10997371588713553, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0224329293705523, "total_loss": 0.7372983815148473}
{"data_time": 0.014507981017231941, "eta_seconds": 95215.69210477173, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.2894833524684271, "fast_rcnn/fg_cls_accuracy": 0.6736538461538462, "iteration": 174599, "loss_box_reg": 0.2184457154944539, "loss_cls": 0.17872334830462933, "loss_mask": 0.2435081209987402, "loss_rpn_cls": 0.03199730790220201, "loss_rpn_loc": 0.07989430241286755, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933933591325618, "mask_rcnn/false_negative": 0.09050254986736403, "mask_rcnn/false_positive": 0.11276248547552986, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9988498194143176, "total_loss": 0.7632771565113217}
{"data_time": 0.015035822056233883, "eta_seconds": 95152.63997456059, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2792075163398693, "fast_rcnn/fg_cls_accuracy": 0.7045558608058609, "iteration": 174619, "loss_box_reg": 0.2160983569920063, "loss_cls": 0.16771733667701483, "loss_mask": 0.24080349504947662, "loss_rpn_cls": 0.03268684330396354, "loss_rpn_loc": 0.057767980732023716, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966446463096107, "mask_rcnn/false_negative": 0.09263159103680399, "mask_rcnn/false_positive": 0.10098344976720604, "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": 0.9687312166206539, "total_loss": 0.7273965326603502}
{"data_time": 0.01926033617928624, "eta_seconds": 95073.66226822138, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24722026741731173, "fast_rcnn/fg_cls_accuracy": 0.6895792622614654, "iteration": 174639, "loss_box_reg": 0.20736748445779085, "loss_cls": 0.169331606477499, "loss_mask": 0.2308726366609335, "loss_rpn_cls": 0.03358268947340548, "loss_rpn_loc": 0.08716314635239542, "lr": 0.0001, "mask_rcnn/accuracy": 0.9129723142952673, "mask_rcnn/false_negative": 0.07777837621315456, "mask_rcnn/false_positive": 0.10571198965184309, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9783283332362771, "total_loss": 0.7208175242412835}
{"data_time": 0.02383518824353814, "eta_seconds": 95066.27830741927, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2576995972518361, "fast_rcnn/fg_cls_accuracy": 0.7214028670874875, "iteration": 174659, "loss_box_reg": 0.22775963693857193, "loss_cls": 0.19180600624531507, "loss_mask": 0.23625348322093487, "loss_rpn_cls": 0.03567173588089645, "loss_rpn_loc": 0.07143484987318516, "lr": 0.0001, "mask_rcnn/accuracy": 0.901787712245002, "mask_rcnn/false_negative": 0.08358501994101601, "mask_rcnn/false_positive": 0.11576210501210317, "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": 1.000151447020471, "total_loss": 0.7788433320820332}
{"data_time": 0.027783855330199003, "eta_seconds": 95059.23969034106, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.27805539691604797, "fast_rcnn/fg_cls_accuracy": 0.6945055083889226, "iteration": 174679, "loss_box_reg": 0.20416758581995964, "loss_cls": 0.17068323865532875, "loss_mask": 0.24352478608489037, "loss_rpn_cls": 0.03323860582895577, "loss_rpn_loc": 0.07680828991578892, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015628036073222, "mask_rcnn/false_negative": 0.0996685139884367, "mask_rcnn/false_positive": 0.09566424469693541, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9989166418090463, "total_loss": 0.7233738781651482}
{"data_time": 0.019960638135671616, "eta_seconds": 95039.29440295324, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3267985483526649, "fast_rcnn/fg_cls_accuracy": 0.6332764990053993, "iteration": 174699, "loss_box_reg": 0.21336585748940706, "loss_cls": 0.1656696004793048, "loss_mask": 0.23660311289131641, "loss_rpn_cls": 0.03610684454906732, "loss_rpn_loc": 0.08234958001412451, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976064494946915, "mask_rcnn/false_negative": 0.09335434089917692, "mask_rcnn/false_positive": 0.10255266499152924, "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": 1.0061743310652673, "total_loss": 0.7264152573770843}
{"data_time": 0.014626047108322382, "eta_seconds": 95022.46363062412, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30157232704402515, "fast_rcnn/fg_cls_accuracy": 0.6670309863475994, "iteration": 174719, "loss_box_reg": 0.22452298272401094, "loss_cls": 0.17680794280022383, "loss_mask": 0.23617069236934185, "loss_rpn_cls": 0.032537868013605475, "loss_rpn_loc": 0.06392697436967865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870378418663063, "mask_rcnn/false_negative": 0.09070710771794646, "mask_rcnn/false_positive": 0.1316687538004871, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9956208867952228, "total_loss": 0.7468258336448343}
{"data_time": 0.015870535746216774, "eta_seconds": 95020.36810774356, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2540670870648084, "fast_rcnn/fg_cls_accuracy": 0.7068495986749905, "iteration": 174739, "loss_box_reg": 0.20315677858889103, "loss_cls": 0.16536207776516676, "loss_mask": 0.23321809899061918, "loss_rpn_cls": 0.029229495848994702, "loss_rpn_loc": 0.06356780492933467, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051924498896549, "mask_rcnn/false_negative": 0.09167238838584837, "mask_rcnn/false_positive": 0.11113671275898278, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.00780100049451, "total_loss": 0.6968041304498911}
{"data_time": 0.014272916130721569, "eta_seconds": 95041.03558348492, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28872504241158814, "fast_rcnn/fg_cls_accuracy": 0.6787017607882493, "iteration": 174759, "loss_box_reg": 0.2115491470322013, "loss_cls": 0.17059677001088858, "loss_mask": 0.2375820279121399, "loss_rpn_cls": 0.03430879593361169, "loss_rpn_loc": 0.07780298427678645, "lr": 0.0001, "mask_rcnn/accuracy": 0.896646823932363, "mask_rcnn/false_negative": 0.09601414965968993, "mask_rcnn/false_positive": 0.10102003470985804, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.009810481686145, "total_loss": 0.715420326392632}
{"data_time": 0.021206973120570183, "eta_seconds": 95042.05838176422, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25854978354978353, "fast_rcnn/fg_cls_accuracy": 0.6933756166314305, "iteration": 174779, "loss_box_reg": 0.2102743797004223, "loss_cls": 0.16412267927080393, "loss_mask": 0.24180462583899498, "loss_rpn_cls": 0.03789809561567381, "loss_rpn_loc": 0.09387867571786046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947275316046079, "mask_rcnn/false_negative": 0.08643554447592963, "mask_rcnn/false_positive": 0.12497108372521934, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0099873733706772, "total_loss": 0.7703398029552773}
{"data_time": 0.01524414960294962, "eta_seconds": 95248.15148487687, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.29637412354997106, "fast_rcnn/fg_cls_accuracy": 0.6668584579976985, "iteration": 174799, "loss_box_reg": 0.20054889470338821, "loss_cls": 0.1622211830690503, "loss_mask": 0.2370762638747692, "loss_rpn_cls": 0.02960193040780723, "loss_rpn_loc": 0.05371584836393595, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929504701262676, "mask_rcnn/false_negative": 0.09273041200003826, "mask_rcnn/false_positive": 0.11774180398518569, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0208187606185675, "total_loss": 0.6813615844585001}
{"data_time": 0.013967522885650396, "eta_seconds": 95303.09715375304, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.256483238456673, "fast_rcnn/fg_cls_accuracy": 0.7219213376800926, "iteration": 174819, "loss_box_reg": 0.19965018332004547, "loss_cls": 0.18092297576367855, "loss_mask": 0.2318873107433319, "loss_rpn_cls": 0.030017025186680257, "loss_rpn_loc": 0.08198643696960062, "lr": 0.0001, "mask_rcnn/accuracy": 0.908549308386392, "mask_rcnn/false_negative": 0.083784701212024, "mask_rcnn/false_positive": 0.09712596338828396, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.00548505038023, "total_loss": 0.7290356275625527}
{"data_time": 0.01961219124495983, "eta_seconds": 95254.00186859071, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2476351752822341, "fast_rcnn/fg_cls_accuracy": 0.7391483310881605, "iteration": 174839, "loss_box_reg": 0.21345069259405136, "loss_cls": 0.16993656754493713, "loss_mask": 0.23645389266312122, "loss_rpn_cls": 0.03332481114193797, "loss_rpn_loc": 0.06216584041249007, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956201575118237, "mask_rcnn/false_negative": 0.07794511184223953, "mask_rcnn/false_positive": 0.11926171634996904, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9884494757279754, "total_loss": 0.7334313938044943}
{"data_time": 0.014212103560566902, "eta_seconds": 95306.2482594978, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.274458884916417, "fast_rcnn/fg_cls_accuracy": 0.7022996662702827, "iteration": 174859, "loss_box_reg": 0.20723532605916262, "loss_cls": 0.1746044959872961, "loss_mask": 0.24432427808642387, "loss_rpn_cls": 0.030217861174605787, "loss_rpn_loc": 0.07396961888298392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986187204561205, "mask_rcnn/false_negative": 0.08661561946039084, "mask_rcnn/false_positive": 0.11332367355031221, "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": 0.9967214777134359, "total_loss": 0.7433874871348962}
{"data_time": 0.01316364761441946, "eta_seconds": 95311.14920370281, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2534635475811946, "fast_rcnn/fg_cls_accuracy": 0.7109440267335004, "iteration": 174879, "loss_box_reg": 0.2195924110710621, "loss_cls": 0.17053382098674774, "loss_mask": 0.2300068736076355, "loss_rpn_cls": 0.033489084569737315, "loss_rpn_loc": 0.07819066487718374, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031084409085186, "mask_rcnn/false_negative": 0.08139356509291254, "mask_rcnn/false_positive": 0.08887015128223044, "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": 1.014702274929732, "total_loss": 0.7524291311856359}
{"data_time": 0.016756896395236254, "eta_seconds": 95308.25424492359, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2712878076034233, "fast_rcnn/fg_cls_accuracy": 0.6849351723466881, "iteration": 174899, "loss_box_reg": 0.22813121415674686, "loss_cls": 0.17334370780736208, "loss_mask": 0.25107976235449314, "loss_rpn_cls": 0.03244212153367698, "loss_rpn_loc": 0.08024401078000665, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903180466947178, "mask_rcnn/false_negative": 0.08636601627232329, "mask_rcnn/false_positive": 0.12624864313231665, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.975711268838495, "total_loss": 0.7784358490025625}
{"data_time": 0.01643848791718483, "eta_seconds": 95354.70293305814, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32099634112018016, "fast_rcnn/fg_cls_accuracy": 0.650536672629696, "iteration": 174919, "loss_box_reg": 0.2075570486485958, "loss_cls": 0.17193708335980773, "loss_mask": 0.24361751042306423, "loss_rpn_cls": 0.035305114404764026, "loss_rpn_loc": 0.06666492647491395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8864134035626975, "mask_rcnn/false_negative": 0.10062184440443914, "mask_rcnn/false_positive": 0.11754385060182174, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0187283959239721, "total_loss": 0.724707204150036}
{"data_time": 0.014179912395775318, "eta_seconds": 95251.02863019332, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2720656681052721, "fast_rcnn/fg_cls_accuracy": 0.7019557347068264, "iteration": 174939, "loss_box_reg": 0.1904683979228139, "loss_cls": 0.16518963314592838, "loss_mask": 0.2291110446676612, "loss_rpn_cls": 0.03067789552733302, "loss_rpn_loc": 0.05327711149584502, "lr": 0.0001, "mask_rcnn/accuracy": 0.910001432557676, "mask_rcnn/false_negative": 0.07713373570676099, "mask_rcnn/false_positive": 0.09861996329517383, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.99403234757483, "total_loss": 0.660639091860503}
{"data_time": 0.01734814513474703, "eta_seconds": 95230.9884390235, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.28600697471665215, "fast_rcnn/fg_cls_accuracy": 0.6714391105925952, "iteration": 174959, "loss_box_reg": 0.20915469154715538, "loss_cls": 0.1753774993121624, "loss_mask": 0.23327451944351196, "loss_rpn_cls": 0.028230868105310947, "loss_rpn_loc": 0.06612282828427851, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031001782952564, "mask_rcnn/false_negative": 0.08122566165635034, "mask_rcnn/false_positive": 0.09699419451001053, "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": 0.9804384927265346, "total_loss": 0.7197939847246744}
{"data_time": 0.014438136480748653, "eta_seconds": 95210.94824785367, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2891525138016773, "fast_rcnn/fg_cls_accuracy": 0.6762282338308458, "iteration": 174979, "loss_box_reg": 0.20691776648163795, "loss_cls": 0.18148912861943245, "loss_mask": 0.23624248802661896, "loss_rpn_cls": 0.031914712861180305, "loss_rpn_loc": 0.08154021599330008, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971581570317997, "mask_rcnn/false_negative": 0.08774483876172828, "mask_rcnn/false_positive": 0.12445468527837643, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9796480149962008, "total_loss": 0.7474166178144515}
{"data_time": 0.015438382979482412, "eta_seconds": 95238.85256610811, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32298079187270834, "fast_rcnn/fg_cls_accuracy": 0.6550802416054538, "iteration": 174999, "loss_box_reg": 0.21347614750266075, "loss_cls": 0.1700436407700181, "loss_mask": 0.23641759157180786, "loss_rpn_cls": 0.03232526499778032, "loss_rpn_loc": 0.05819001526106149, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959761593943375, "mask_rcnn/false_negative": 0.09499763442792175, "mask_rcnn/false_positive": 0.11362744880551062, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9849989293143153, "total_loss": 0.7379892998142168}
{"data_time": 0.01918497309088707, "eta_seconds": 95254.41401537508, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.2872834664051921, "fast_rcnn/fg_cls_accuracy": 0.6675503711558854, "iteration": 175019, "loss_box_reg": 0.21547823958098888, "loss_cls": 0.18319685757160187, "loss_mask": 0.24282296001911163, "loss_rpn_cls": 0.03129894926678389, "loss_rpn_loc": 0.06297003058716655, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063686501592079, "mask_rcnn/false_negative": 0.09599441885134473, "mask_rcnn/false_positive": 0.09525544269681643, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9868002734147012, "total_loss": 0.7467700439156033}
{"data_time": 0.019249680917710066, "eta_seconds": 95198.75199660659, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3212002972872538, "fast_rcnn/fg_cls_accuracy": 0.6553515649901192, "iteration": 175039, "loss_box_reg": 0.20259196497499943, "loss_cls": 0.16628337698057294, "loss_mask": 0.24053150042891502, "loss_rpn_cls": 0.039279247634112835, "loss_rpn_loc": 0.07349640945903957, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010245079521262, "mask_rcnn/false_negative": 0.08118428355437632, "mask_rcnn/false_positive": 0.12161183852840388, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.002526751253754, "total_loss": 0.701506384066306}
{"data_time": 0.015584385488182306, "eta_seconds": 95105.89877818711, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.207309915518008, "fast_rcnn/fg_cls_accuracy": 0.7451523545706371, "iteration": 175059, "loss_box_reg": 0.21350134164094925, "loss_cls": 0.17836195277050138, "loss_mask": 0.23743388429284096, "loss_rpn_cls": 0.03139879729133099, "loss_rpn_loc": 0.07161898678168654, "lr": 0.0001, "mask_rcnn/accuracy": 0.905080765099562, "mask_rcnn/false_negative": 0.08011311077593372, "mask_rcnn/false_positive": 0.0993569029208496, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9771058298647404, "total_loss": 0.7224070302327164}
{"data_time": 0.015221741981804371, "eta_seconds": 95071.3874363713, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2791383550794114, "fast_rcnn/fg_cls_accuracy": 0.6940347697124496, "iteration": 175079, "loss_box_reg": 0.17872967664152384, "loss_cls": 0.15444327425211668, "loss_mask": 0.23042850941419601, "loss_rpn_cls": 0.033014425076544285, "loss_rpn_loc": 0.06366751645691693, "lr": 0.0001, "mask_rcnn/accuracy": 0.902398882025498, "mask_rcnn/false_negative": 0.0984076496566915, "mask_rcnn/false_positive": 0.108343988557084, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9806472831405699, "total_loss": 0.677472881769063}
{"data_time": 0.013955694623291492, "eta_seconds": 95051.35553847067, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36624014599314597, "fast_rcnn/fg_cls_accuracy": 0.6122877402500466, "iteration": 175099, "loss_box_reg": 0.21569670923054218, "loss_cls": 0.18276654183864594, "loss_mask": 0.23345348238945007, "loss_rpn_cls": 0.033741088351234794, "loss_rpn_loc": 0.07130977674387395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8859707597719517, "mask_rcnn/false_negative": 0.09761202159782492, "mask_rcnn/false_positive": 0.1300250521977041, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9755632421001792, "total_loss": 0.745041117304936}
{"data_time": 0.021359869744628668, "eta_seconds": 95031.32364057004, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3128027523285707, "fast_rcnn/fg_cls_accuracy": 0.6818453049308653, "iteration": 175119, "loss_box_reg": 0.21964956354349852, "loss_cls": 0.17200895305722952, "loss_mask": 0.23095804639160633, "loss_rpn_cls": 0.0335549209266901, "loss_rpn_loc": 0.0691924870479852, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846471811797916, "mask_rcnn/false_negative": 0.093369885896335, "mask_rcnn/false_positive": 0.1198840171315308, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 205.875, "rpn/num_pos_anchors": 50.125, "time": 1.0141547373495996, "total_loss": 0.7422999067930505}
{"data_time": 0.014579102396965027, "eta_seconds": 94872.35689560883, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2913467345354154, "fast_rcnn/fg_cls_accuracy": 0.6853138885724052, "iteration": 175139, "loss_box_reg": 0.22067901864647865, "loss_cls": 0.17106630560010672, "loss_mask": 0.2444307804107666, "loss_rpn_cls": 0.032915966934524477, "loss_rpn_loc": 0.08178903989028186, "lr": 0.0001, "mask_rcnn/accuracy": 0.890111346065473, "mask_rcnn/false_negative": 0.09461501752004337, "mask_rcnn/false_positive": 0.1257894776271052, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9625350767746568, "total_loss": 0.7653529329691082}
{"data_time": 0.014005204662680626, "eta_seconds": 94807.34197823331, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3036791805174158, "fast_rcnn/fg_cls_accuracy": 0.6754148087806551, "iteration": 175159, "loss_box_reg": 0.20886260643601418, "loss_cls": 0.1709877485409379, "loss_mask": 0.2316481340676546, "loss_rpn_cls": 0.03149953833781183, "loss_rpn_loc": 0.06426048534922302, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974989959883425, "mask_rcnn/false_negative": 0.09416120201076932, "mask_rcnn/false_positive": 0.10672608470324368, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9934751358814538, "total_loss": 0.7366987382993102}
{"data_time": 0.015353935305029154, "eta_seconds": 94637.57336427458, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24545677252683623, "fast_rcnn/fg_cls_accuracy": 0.692196338693154, "iteration": 175179, "loss_box_reg": 0.21810969710350037, "loss_cls": 0.1761324442923069, "loss_mask": 0.22653613612055779, "loss_rpn_cls": 0.029510978900361806, "loss_rpn_loc": 0.06646334764081985, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061332567512137, "mask_rcnn/false_negative": 0.08451609731548992, "mask_rcnn/false_positive": 0.10263908823438553, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.988604829646647, "total_loss": 0.7180903484695591}
{"data_time": 0.014447764959186316, "eta_seconds": 94623.6038222909, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2785431815282562, "fast_rcnn/fg_cls_accuracy": 0.6923076923076923, "iteration": 175199, "loss_box_reg": 0.23020538315176964, "loss_cls": 0.18534802924841642, "loss_mask": 0.23441607877612114, "loss_rpn_cls": 0.03589796309825033, "loss_rpn_loc": 0.06407492863945663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966269500588697, "mask_rcnn/false_negative": 0.0918926421215699, "mask_rcnn/false_positive": 0.11974156588945944, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9944016016088426, "total_loss": 0.7595512755215168}
{"data_time": 0.01867229538038373, "eta_seconds": 94611.57821043395, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.28615888796023403, "fast_rcnn/fg_cls_accuracy": 0.6834813916174227, "iteration": 175219, "loss_box_reg": 0.21773735340684652, "loss_cls": 0.18353030923753977, "loss_mask": 0.23222640994936228, "loss_rpn_cls": 0.036568793235346675, "loss_rpn_loc": 0.08183279540389776, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978699811863846, "mask_rcnn/false_negative": 0.09629969665416463, "mask_rcnn/false_positive": 0.11733920966343411, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.9983732243999839, "total_loss": 0.7790462846169248}
{"data_time": 0.024900277145206928, "eta_seconds": 94715.78833185136, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2637644922127681, "fast_rcnn/fg_cls_accuracy": 0.7003401360544217, "iteration": 175239, "loss_box_reg": 0.22752477042376995, "loss_cls": 0.17147140204906464, "loss_mask": 0.2491056378930807, "loss_rpn_cls": 0.033587941783480346, "loss_rpn_loc": 0.08706641010940075, "lr": 0.0001, "mask_rcnn/accuracy": 0.90816529962602, "mask_rcnn/false_negative": 0.07807967135632274, "mask_rcnn/false_positive": 0.11751173812567062, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.027642909437418, "total_loss": 0.7604944165505003}
{"data_time": 0.024678020272403955, "eta_seconds": 94624.96919101104, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.26001701629842333, "fast_rcnn/fg_cls_accuracy": 0.6963536691723078, "iteration": 175259, "loss_box_reg": 0.2084302045404911, "loss_cls": 0.17138569708913565, "loss_mask": 0.2338446043431759, "loss_rpn_cls": 0.02600747102405876, "loss_rpn_loc": 0.06940752093214542, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077020709761737, "mask_rcnn/false_negative": 0.08842695483293889, "mask_rcnn/false_positive": 0.10018462566927565, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0061640394851565, "total_loss": 0.7080172109999694}
{"data_time": 0.016797282733023167, "eta_seconds": 94781.42820715904, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2904434907010014, "fast_rcnn/fg_cls_accuracy": 0.6850613658610045, "iteration": 175279, "loss_box_reg": 0.21236825920641422, "loss_cls": 0.16820616088807583, "loss_mask": 0.22765153646469116, "loss_rpn_cls": 0.03186771145556122, "loss_rpn_loc": 0.056095917243510485, "lr": 0.0001, "mask_rcnn/accuracy": 0.90170398581968, "mask_rcnn/false_negative": 0.08649498881738883, "mask_rcnn/false_positive": 0.11281178212140493, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0322280982509255, "total_loss": 0.6977681079879403}
{"data_time": 0.018547963816672564, "eta_seconds": 94712.33605328016, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28144598792567843, "fast_rcnn/fg_cls_accuracy": 0.6903594181993028, "iteration": 175299, "loss_box_reg": 0.2182508297264576, "loss_cls": 0.1769507029093802, "loss_mask": 0.23095526173710823, "loss_rpn_cls": 0.03456822340376675, "loss_rpn_loc": 0.07856630627065897, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940439403935867, "mask_rcnn/false_negative": 0.0890091709612352, "mask_rcnn/false_positive": 0.11773554201168276, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9958588262088597, "total_loss": 0.7593422277132049}
{"data_time": 0.020918828435242176, "eta_seconds": 94598.05155443028, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.3198107601590712, "fast_rcnn/fg_cls_accuracy": 0.6460484957341716, "iteration": 175319, "loss_box_reg": 0.20401421282440424, "loss_cls": 0.18537445925176144, "loss_mask": 0.23179108649492264, "loss_rpn_cls": 0.03289165557362139, "loss_rpn_loc": 0.0718466667458415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911153575236065, "mask_rcnn/false_negative": 0.08553185321853643, "mask_rcnn/false_positive": 0.11776363928027705, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0209145690314472, "total_loss": 0.7249494702555239}
{"data_time": 0.01446815486997366, "eta_seconds": 94540.4380658269, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2736587183308495, "fast_rcnn/fg_cls_accuracy": 0.6678244225558089, "iteration": 175339, "loss_box_reg": 0.20677124802023172, "loss_cls": 0.1718209981918335, "loss_mask": 0.2317275106906891, "loss_rpn_cls": 0.03293634601868689, "loss_rpn_loc": 0.06923354213358834, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985116925547738, "mask_rcnn/false_negative": 0.08930643447548377, "mask_rcnn/false_positive": 0.10849224174476362, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9935682937502861, "total_loss": 0.7235554008511826}
{"data_time": 0.01455983566120267, "eta_seconds": 94713.99784971029, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3121540202465058, "fast_rcnn/fg_cls_accuracy": 0.6739536799417039, "iteration": 175359, "loss_box_reg": 0.2149072140455246, "loss_cls": 0.17182638868689537, "loss_mask": 0.24593934044241905, "loss_rpn_cls": 0.03519911761395633, "loss_rpn_loc": 0.08329562400467694, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978090620921126, "mask_rcnn/false_negative": 0.08815843588203127, "mask_rcnn/false_positive": 0.11616300498806802, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0144984289072454, "total_loss": 0.7449576449580491}
{"data_time": 0.017492392100393772, "eta_seconds": 94632.32563211583, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.30433342955629894, "fast_rcnn/fg_cls_accuracy": 0.6566228705427961, "iteration": 175379, "loss_box_reg": 0.22155246324837208, "loss_cls": 0.16645488422363997, "loss_mask": 0.23968592286109924, "loss_rpn_cls": 0.03657083387952298, "loss_rpn_loc": 0.08356509695295244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963576203616364, "mask_rcnn/false_negative": 0.09603155866497054, "mask_rcnn/false_positive": 0.10639047970073241, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9828997296281159, "total_loss": 0.7452456264290959}
{"data_time": 0.022336526308208704, "eta_seconds": 94373.76965684816, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.255859375, "fast_rcnn/fg_cls_accuracy": 0.7031599552572707, "iteration": 175399, "loss_box_reg": 0.19703787006437778, "loss_cls": 0.16492490004748106, "loss_mask": 0.2291422076523304, "loss_rpn_cls": 0.0271019977517426, "loss_rpn_loc": 0.05374667409341782, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028067974921823, "mask_rcnn/false_negative": 0.09461266902793596, "mask_rcnn/false_positive": 0.10551715387666216, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.97899872623384, "total_loss": 0.7098978743888438}
{"data_time": 0.01426411746069789, "eta_seconds": 94400.22259664722, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2516325849659183, "fast_rcnn/fg_cls_accuracy": 0.6925111925111925, "iteration": 175419, "loss_box_reg": 0.20604790933430195, "loss_cls": 0.1750407749786973, "loss_mask": 0.23375609703361988, "loss_rpn_cls": 0.032635456998832524, "loss_rpn_loc": 0.0653549088165164, "lr": 0.0001, "mask_rcnn/accuracy": 0.896142195604014, "mask_rcnn/false_negative": 0.08950310546732551, "mask_rcnn/false_positive": 0.11468834695326305, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.001297474373132, "total_loss": 0.7480716279242188}
{"data_time": 0.015059408731758595, "eta_seconds": 94440.56437253952, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.26228468257453763, "fast_rcnn/fg_cls_accuracy": 0.6951773356401384, "iteration": 175439, "loss_box_reg": 0.19664152897894382, "loss_cls": 0.16702409461140633, "loss_mask": 0.23585781827569008, "loss_rpn_cls": 0.030337083153426647, "loss_rpn_loc": 0.07462248485535383, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018459649618984, "mask_rcnn/false_negative": 0.07813308627494364, "mask_rcnn/false_positive": 0.113390560601007, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0011249296367168, "total_loss": 0.6887185575324111}
{"data_time": 0.013817603699862957, "eta_seconds": 94360.29862853698, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3091595053447914, "fast_rcnn/fg_cls_accuracy": 0.6418838862559242, "iteration": 175459, "loss_box_reg": 0.19587776996195316, "loss_cls": 0.15295199025422335, "loss_mask": 0.23588532023131847, "loss_rpn_cls": 0.03166113793849945, "loss_rpn_loc": 0.06473964673932642, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083639339347207, "mask_rcnn/false_negative": 0.09205465518060132, "mask_rcnn/false_positive": 0.09482744589538078, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9602673649787903, "total_loss": 0.6905365871498361}
{"data_time": 0.01424267329275608, "eta_seconds": 94318.65506585687, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2802551262838554, "fast_rcnn/fg_cls_accuracy": 0.7054991044994334, "iteration": 175479, "loss_box_reg": 0.19678384345024824, "loss_cls": 0.15755945909768343, "loss_mask": 0.23698595352470875, "loss_rpn_cls": 0.032230780576355755, "loss_rpn_loc": 0.0708739347755909, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039894114105373, "mask_rcnn/false_negative": 0.08685098795768206, "mask_rcnn/false_positive": 0.09833521538730228, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.023492411710322, "total_loss": 0.7085561891435646}
{"data_time": 0.019264973234385252, "eta_seconds": 94278.32995913923, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29145407576969395, "fast_rcnn/fg_cls_accuracy": 0.6829303122619954, "iteration": 175499, "loss_box_reg": 0.2115494590252638, "loss_cls": 0.17706636525690556, "loss_mask": 0.2360284049063921, "loss_rpn_cls": 0.03142506768926978, "loss_rpn_loc": 0.0764860725030303, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945898262006509, "mask_rcnn/false_negative": 0.08331813868019051, "mask_rcnn/false_positive": 0.11302272248992253, "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": 1.0229738377965987, "total_loss": 0.734783464577049}
{"data_time": 0.01623168308287859, "eta_seconds": 94316.55711054802, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27750215703192405, "fast_rcnn/fg_cls_accuracy": 0.6755511588468062, "iteration": 175519, "loss_box_reg": 0.2142713414505124, "loss_cls": 0.17200034577399492, "loss_mask": 0.23660306073725224, "loss_rpn_cls": 0.03665686381282285, "loss_rpn_loc": 0.0774751789867878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943657205781664, "mask_rcnn/false_negative": 0.0909064863325258, "mask_rcnn/false_positive": 0.12190742809730873, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0055358307436109, "total_loss": 0.7158724488690495}
{"data_time": 0.02177468268200755, "eta_seconds": 94452.37637115642, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.28248012150451174, "fast_rcnn/fg_cls_accuracy": 0.680003238341969, "iteration": 175539, "loss_box_reg": 0.21455767937004566, "loss_cls": 0.16390941012650728, "loss_mask": 0.23368610627949238, "loss_rpn_cls": 0.03778050257824361, "loss_rpn_loc": 0.0783093657810241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933987489575945, "mask_rcnn/false_negative": 0.07938324688352053, "mask_rcnn/false_positive": 0.13059508184187657, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.043351394124329, "total_loss": 0.7272190056974068}
{"data_time": 0.021856377366930246, "eta_seconds": 94395.93763254583, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2680782004830918, "fast_rcnn/fg_cls_accuracy": 0.6576182319518716, "iteration": 175559, "loss_box_reg": 0.21436766907572746, "loss_cls": 0.1642924752086401, "loss_mask": 0.235979825258255, "loss_rpn_cls": 0.029610101715661585, "loss_rpn_loc": 0.06423973265918903, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968241828135044, "mask_rcnn/false_negative": 0.09272177552901745, "mask_rcnn/false_positive": 0.11804294593444142, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9796465472318232, "total_loss": 0.7109802449122071}
{"data_time": 0.01664118329063058, "eta_seconds": 94338.27659240924, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2653846153846154, "fast_rcnn/fg_cls_accuracy": 0.7120879120879121, "iteration": 175579, "loss_box_reg": 0.21409644186496735, "loss_cls": 0.1676495149731636, "loss_mask": 0.2179475799202919, "loss_rpn_cls": 0.02767794771352783, "loss_rpn_loc": 0.0591951166279614, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034133386579564, "mask_rcnn/false_negative": 0.07987986537729741, "mask_rcnn/false_positive": 0.10949333469018792, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0008883974514902, "total_loss": 0.6987794446758926}
{"data_time": 0.019188898149877787, "eta_seconds": 94355.95629513264, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2627946127946128, "fast_rcnn/fg_cls_accuracy": 0.7202287142033442, "iteration": 175599, "loss_box_reg": 0.20621283166110516, "loss_cls": 0.17940368549898267, "loss_mask": 0.24126168340444565, "loss_rpn_cls": 0.03529075509868562, "loss_rpn_loc": 0.07139343046583235, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088501208208777, "mask_rcnn/false_negative": 0.07735646310608735, "mask_rcnn/false_positive": 0.09879411126673826, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0102500384673476, "total_loss": 0.7245950049255043}
{"data_time": 0.016038091387599707, "eta_seconds": 94437.64009580947, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.31446716232961586, "fast_rcnn/fg_cls_accuracy": 0.6620140986908358, "iteration": 175619, "loss_box_reg": 0.24524767138063908, "loss_cls": 0.19290312193334103, "loss_mask": 0.24438998848199844, "loss_rpn_cls": 0.03454642673023045, "loss_rpn_loc": 0.07456681365147233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973330210990647, "mask_rcnn/false_negative": 0.10006410060724855, "mask_rcnn/false_positive": 0.12127936729745444, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0176641582511365, "total_loss": 0.7833019248209894}
{"data_time": 0.01750593399628997, "eta_seconds": 94468.24921019375, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.26179426338195266, "fast_rcnn/fg_cls_accuracy": 0.7051608625863633, "iteration": 175639, "loss_box_reg": 0.20793078932911158, "loss_cls": 0.17430853471159935, "loss_mask": 0.2520384881645441, "loss_rpn_cls": 0.030648316256701946, "loss_rpn_loc": 0.07517151115462184, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068952699641644, "mask_rcnn/false_negative": 0.07268028168172255, "mask_rcnn/false_positive": 0.12683107923798786, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0036079189740121, "total_loss": 0.7533630160614848}
{"data_time": 0.01725894259288907, "eta_seconds": 94461.76208368503, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28879641485275287, "fast_rcnn/fg_cls_accuracy": 0.6830985915492958, "iteration": 175659, "loss_box_reg": 0.2286276062950492, "loss_cls": 0.18643402308225632, "loss_mask": 0.23615237697958946, "loss_rpn_cls": 0.03582131629809737, "loss_rpn_loc": 0.08312766021117568, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016014447256027, "mask_rcnn/false_negative": 0.08420933629961821, "mask_rcnn/false_positive": 0.10560024481036506, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0312251108698547, "total_loss": 0.7861173205892555}
{"data_time": 0.014441555365920067, "eta_seconds": 94447.39634782076, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2786596119929453, "fast_rcnn/fg_cls_accuracy": 0.7050999412110524, "iteration": 175679, "loss_box_reg": 0.21040031220763922, "loss_cls": 0.17253339290618896, "loss_mask": 0.229874050244689, "loss_rpn_cls": 0.03546435385942459, "loss_rpn_loc": 0.07996065262705088, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002838274150828, "mask_rcnn/false_negative": 0.08906981789823794, "mask_rcnn/false_positive": 0.107568565141125, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.039696156512946, "total_loss": 0.7186784357763827}
{"data_time": 0.013417923357337713, "eta_seconds": 94393.19844255224, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2449610867100382, "fast_rcnn/fg_cls_accuracy": 0.7149790828967142, "iteration": 175699, "loss_box_reg": 0.19282006099820137, "loss_cls": 0.1516143842600286, "loss_mask": 0.22723747976124287, "loss_rpn_cls": 0.027364380657672882, "loss_rpn_loc": 0.05304835154674947, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054992360955372, "mask_rcnn/false_negative": 0.09835502065599229, "mask_rcnn/false_positive": 0.10633621561180089, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9749861024320126, "total_loss": 0.6480719082755968}
{"data_time": 0.014943927060812712, "eta_seconds": 94337.57902344689, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3531028165788871, "fast_rcnn/fg_cls_accuracy": 0.6283851373338315, "iteration": 175719, "loss_box_reg": 0.21395345963537693, "loss_cls": 0.1666417196393013, "loss_mask": 0.22534518130123615, "loss_rpn_cls": 0.028836093260906637, "loss_rpn_loc": 0.0663708159700036, "lr": 0.0001, "mask_rcnn/accuracy": 0.901127076596442, "mask_rcnn/false_negative": 0.10068440599000406, "mask_rcnn/false_positive": 0.11148432256746339, "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": 0.957908468786627, "total_loss": 0.7278839591890574}
{"data_time": 0.015981429256498814, "eta_seconds": 94252.39251265302, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2404040404040404, "fast_rcnn/fg_cls_accuracy": 0.6936327120481159, "iteration": 175739, "loss_box_reg": 0.2069618869572878, "loss_cls": 0.1679378761909902, "loss_mask": 0.23069965653121471, "loss_rpn_cls": 0.02616067780763842, "loss_rpn_loc": 0.0590158726554364, "lr": 0.0001, "mask_rcnn/accuracy": 0.9114770634843137, "mask_rcnn/false_negative": 0.0783698094322253, "mask_rcnn/false_positive": 0.102906062223797, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 235.625, "rpn/num_pos_anchors": 20.375, "time": 0.9805094739422202, "total_loss": 0.7125024630804546}
{"data_time": 0.016776010394096375, "eta_seconds": 94232.39412680268, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32734795234795233, "fast_rcnn/fg_cls_accuracy": 0.6190767869599987, "iteration": 175759, "loss_box_reg": 0.23025362938642502, "loss_cls": 0.1845421572215855, "loss_mask": 0.24479977786540985, "loss_rpn_cls": 0.03464591153897345, "loss_rpn_loc": 0.07794808328617364, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005188412974862, "mask_rcnn/false_negative": 0.08962968834831808, "mask_rcnn/false_positive": 0.11393816830035203, "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": 1.0139713762328029, "total_loss": 0.7813123738160357}
{"data_time": 0.015034963842481375, "eta_seconds": 94176.04027677327, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2796053343724968, "fast_rcnn/fg_cls_accuracy": 0.6879347244515783, "iteration": 175779, "loss_box_reg": 0.20125713758170605, "loss_cls": 0.1806788668036461, "loss_mask": 0.23115131258964539, "loss_rpn_cls": 0.03509039344498888, "loss_rpn_loc": 0.06748642644379288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999459914777128, "mask_rcnn/false_negative": 0.09581513619376761, "mask_rcnn/false_positive": 0.09532579598013469, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.991178841330111, "total_loss": 0.7268104691756889}
{"data_time": 0.01447884738445282, "eta_seconds": 94068.1711516343, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3089834050027255, "fast_rcnn/fg_cls_accuracy": 0.6379199191524951, "iteration": 175799, "loss_box_reg": 0.20075794495642185, "loss_cls": 0.17234331462532282, "loss_mask": 0.23171746917068958, "loss_rpn_cls": 0.03356541437096894, "loss_rpn_loc": 0.0672477688640356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984226992802133, "mask_rcnn/false_negative": 0.09465330770156871, "mask_rcnn/false_positive": 0.10329351454469834, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9939347519539297, "total_loss": 0.7325217983452603}
{"data_time": 0.016537428833544254, "eta_seconds": 94048.19914077409, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3232378973792984, "fast_rcnn/fg_cls_accuracy": 0.6539070527397376, "iteration": 175819, "loss_box_reg": 0.2255425751209259, "loss_cls": 0.18598992191255093, "loss_mask": 0.23941154591739178, "loss_rpn_cls": 0.035819033393636346, "loss_rpn_loc": 0.07963298517279327, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028239847075193, "mask_rcnn/false_negative": 0.08290532365708345, "mask_rcnn/false_positive": 0.10492034117930393, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0036407988518476, "total_loss": 0.7799992701038718}
{"data_time": 0.01762422127649188, "eta_seconds": 94034.29055392742, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.27406346513898006, "fast_rcnn/fg_cls_accuracy": 0.6780282507739939, "iteration": 175839, "loss_box_reg": 0.21322608273476362, "loss_cls": 0.17083617858588696, "loss_mask": 0.22446455620229244, "loss_rpn_cls": 0.0311540070688352, "loss_rpn_loc": 0.07864348904695362, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073701046624183, "mask_rcnn/false_negative": 0.08657870262498263, "mask_rcnn/false_positive": 0.10145380235268188, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9892170932143927, "total_loss": 0.7206359573174268}
{"data_time": 0.01759993564337492, "eta_seconds": 94023.14570364542, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2781731189585661, "fast_rcnn/fg_cls_accuracy": 0.6788760174458983, "iteration": 175859, "loss_box_reg": 0.21411266457289457, "loss_cls": 0.17233686987310648, "loss_mask": 0.23455258831381798, "loss_rpn_cls": 0.03129916242323816, "loss_rpn_loc": 0.06978092063218355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996394490335817, "mask_rcnn/false_negative": 0.09213997906007713, "mask_rcnn/false_positive": 0.10370626915167855, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0145511459559202, "total_loss": 0.764409507624805}
{"data_time": 0.0156686557456851, "eta_seconds": 93994.34395641088, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.25959135427220537, "fast_rcnn/fg_cls_accuracy": 0.7275244849712934, "iteration": 175879, "loss_box_reg": 0.23753567319363356, "loss_cls": 0.18683945666998625, "loss_mask": 0.23859470337629318, "loss_rpn_cls": 0.032589000882580876, "loss_rpn_loc": 0.08322623139247298, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000367747673782, "mask_rcnn/false_negative": 0.09917239893445876, "mask_rcnn/false_positive": 0.09964044959689194, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0073329168371856, "total_loss": 0.7680874988436699}
{"data_time": 0.03011045977473259, "eta_seconds": 93983.1953549292, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3093328427765514, "fast_rcnn/fg_cls_accuracy": 0.6467108167770419, "iteration": 175899, "loss_box_reg": 0.2076551727950573, "loss_cls": 0.18461730238050222, "loss_mask": 0.24152852967381477, "loss_rpn_cls": 0.03466695884708315, "loss_rpn_loc": 0.07328078034333885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920023969536957, "mask_rcnn/false_negative": 0.09203165409837089, "mask_rcnn/false_positive": 0.10521731877311219, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.994839190505445, "total_loss": 0.7413926516310312}
{"data_time": 0.015437315218150616, "eta_seconds": 93954.39735889435, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2711287046200323, "fast_rcnn/fg_cls_accuracy": 0.7103374309050409, "iteration": 175919, "loss_box_reg": 0.19680071249604225, "loss_cls": 0.16401666589081287, "loss_mask": 0.22220898419618607, "loss_rpn_cls": 0.03452294983435422, "loss_rpn_loc": 0.06644469138700515, "lr": 0.0001, "mask_rcnn/accuracy": 0.91079525631763, "mask_rcnn/false_negative": 0.07853212082189143, "mask_rcnn/false_positive": 0.10383980130448102, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.992112526204437, "total_loss": 0.6760925208800472}
{"data_time": 0.015375976916402578, "eta_seconds": 93954.61292814463, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.27424242424242423, "fast_rcnn/fg_cls_accuracy": 0.6459212569653787, "iteration": 175939, "loss_box_reg": 0.22385594062507153, "loss_cls": 0.18317877873778343, "loss_mask": 0.23103189188987017, "loss_rpn_cls": 0.03316357242874801, "loss_rpn_loc": 0.08010250655934215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946908299550635, "mask_rcnn/false_negative": 0.10023566983462207, "mask_rcnn/false_positive": 0.1095250403605981, "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": 1.0265580285340548, "total_loss": 0.7894206108758226}
{"data_time": 0.019851642660796642, "eta_seconds": 93923.26983185485, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.296543359611886, "fast_rcnn/fg_cls_accuracy": 0.6788579067990833, "iteration": 175959, "loss_box_reg": 0.21468835696578026, "loss_cls": 0.18528423085808754, "loss_mask": 0.23170949891209602, "loss_rpn_cls": 0.03773114804062061, "loss_rpn_loc": 0.0831096661859192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974767260800425, "mask_rcnn/false_negative": 0.08325413485532704, "mask_rcnn/false_positive": 0.12387756896270757, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9827883210964501, "total_loss": 0.7625095609109849}
{"data_time": 0.017039140220731497, "eta_seconds": 93914.65774510056, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.32443158329888383, "fast_rcnn/fg_cls_accuracy": 0.6650406504065041, "iteration": 175979, "loss_box_reg": 0.22109680995345116, "loss_cls": 0.18583736289292574, "loss_mask": 0.23952253349125385, "loss_rpn_cls": 0.03067137487232685, "loss_rpn_loc": 0.07196564803598449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906395788092216, "mask_rcnn/false_negative": 0.09092411346241033, "mask_rcnn/false_positive": 0.12967796131860854, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9915861315093935, "total_loss": 0.7568734398810193}
{"data_time": 0.015048503410071135, "eta_seconds": 93909.35949794948, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2937667468559917, "fast_rcnn/fg_cls_accuracy": 0.6939884113954611, "iteration": 175999, "loss_box_reg": 0.23271224088966846, "loss_cls": 0.1932809306308627, "loss_mask": 0.23978263046592474, "loss_rpn_cls": 0.034673981834203005, "loss_rpn_loc": 0.07606055249925703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854753003474187, "mask_rcnn/false_negative": 0.09238162718827475, "mask_rcnn/false_positive": 0.12016044495806608, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9876444414258003, "total_loss": 0.7789455309975892}
{"data_time": 0.020956311840564013, "eta_seconds": 93977.76673811488, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2960335951298335, "fast_rcnn/fg_cls_accuracy": 0.6730012229610945, "iteration": 176019, "loss_box_reg": 0.20602383464574814, "loss_cls": 0.1670062467455864, "loss_mask": 0.2236775029450655, "loss_rpn_cls": 0.02906534180510789, "loss_rpn_loc": 0.0658157009165734, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022929252138436, "mask_rcnn/false_negative": 0.09352876921731697, "mask_rcnn/false_positive": 0.10506797043946492, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.027035797946155, "total_loss": 0.7098697984038154}
{"data_time": 0.016275444999337196, "eta_seconds": 93921.33268257603, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.24766136996139687, "fast_rcnn/fg_cls_accuracy": 0.7409462249753119, "iteration": 176039, "loss_box_reg": 0.23110869526863098, "loss_cls": 0.17334733810275793, "loss_mask": 0.24641530215740204, "loss_rpn_cls": 0.03578021825524047, "loss_rpn_loc": 0.08284337643999606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939367780010046, "mask_rcnn/false_negative": 0.09664201741709769, "mask_rcnn/false_positive": 0.11323404684015553, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9949030941352248, "total_loss": 0.804761276114732}
{"data_time": 0.014515866991132498, "eta_seconds": 93980.07985539734, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24297987764076093, "fast_rcnn/fg_cls_accuracy": 0.7197480630957026, "iteration": 176059, "loss_box_reg": 0.2223754208534956, "loss_cls": 0.18073212914168835, "loss_mask": 0.23432869650423527, "loss_rpn_cls": 0.0334119287726935, "loss_rpn_loc": 0.07170733134262264, "lr": 0.0001, "mask_rcnn/accuracy": 0.9141569024308656, "mask_rcnn/false_negative": 0.07581343152726636, "mask_rcnn/false_positive": 0.10179037991081828, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 1.0173971862532198, "total_loss": 0.7355290016857907}
{"data_time": 0.012616127263754606, "eta_seconds": 94012.17783533037, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3205058528428094, "fast_rcnn/fg_cls_accuracy": 0.6294363800527851, "iteration": 176079, "loss_box_reg": 0.22841185331344604, "loss_cls": 0.18613697588443756, "loss_mask": 0.23572124727070332, "loss_rpn_cls": 0.03838873002678156, "loss_rpn_loc": 0.08475912036374211, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904086794462194, "mask_rcnn/false_negative": 0.08850391590509146, "mask_rcnn/false_positive": 0.11851037488718077, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0175941963680089, "total_loss": 0.7762274891138077}
{"data_time": 0.013831579126417637, "eta_seconds": 94047.6457675919, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26305480445822066, "fast_rcnn/fg_cls_accuracy": 0.7116075960074437, "iteration": 176099, "loss_box_reg": 0.20574287045747042, "loss_cls": 0.1718191527761519, "loss_mask": 0.22725205309689045, "loss_rpn_cls": 0.024855391107848845, "loss_rpn_loc": 0.0638859758619219, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056127244130735, "mask_rcnn/false_negative": 0.08686120767310773, "mask_rcnn/false_positive": 0.10085837839664466, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.013621465768665, "total_loss": 0.6686566452262923}
{"data_time": 0.01672362582758069, "eta_seconds": 93998.75361789018, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2794486215538847, "fast_rcnn/fg_cls_accuracy": 0.6936613355019428, "iteration": 176119, "loss_box_reg": 0.20971819572150707, "loss_cls": 0.18322862219065428, "loss_mask": 0.22709079273045063, "loss_rpn_cls": 0.03752291575074196, "loss_rpn_loc": 0.08482672926038504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059804924124522, "mask_rcnn/false_negative": 0.08129917021387566, "mask_rcnn/false_positive": 0.10345397118603386, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9827567380852997, "total_loss": 0.7296629402262624}
{"data_time": 0.014212932903319597, "eta_seconds": 93986.77503399551, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2913642285501582, "fast_rcnn/fg_cls_accuracy": 0.6587303111794084, "iteration": 176139, "loss_box_reg": 0.20913688093423843, "loss_cls": 0.1611533472314477, "loss_mask": 0.24745893850922585, "loss_rpn_cls": 0.0361843784339726, "loss_rpn_loc": 0.07173988176509738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936261731437638, "mask_rcnn/false_negative": 0.08079778630797332, "mask_rcnn/false_positive": 0.1202206622245478, "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": 0.9875778220593929, "total_loss": 0.7431075016502291}
{"data_time": 0.014702605083584785, "eta_seconds": 94018.10919553041, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3074161481799328, "fast_rcnn/fg_cls_accuracy": 0.6459979957300335, "iteration": 176159, "loss_box_reg": 0.22301867976784706, "loss_cls": 0.1684525404125452, "loss_mask": 0.2272975742816925, "loss_rpn_cls": 0.03260343614965677, "loss_rpn_loc": 0.09287916216999292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971358021868877, "mask_rcnn/false_negative": 0.10222867467341981, "mask_rcnn/false_positive": 0.10921348488044827, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.015909695532173, "total_loss": 0.7341129286214709}
{"data_time": 0.020790488924831152, "eta_seconds": 94031.1297231447, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24771479447989317, "fast_rcnn/fg_cls_accuracy": 0.7295944929715972, "iteration": 176179, "loss_box_reg": 0.2019846998155117, "loss_cls": 0.16766161751002073, "loss_mask": 0.22160346060991287, "loss_rpn_cls": 0.0340499896556139, "loss_rpn_loc": 0.06650627870112658, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047702447124105, "mask_rcnn/false_negative": 0.0886085910977342, "mask_rcnn/false_positive": 0.09897384347673784, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0105312429368496, "total_loss": 0.7443818165920675}
{"data_time": 0.018907345365732908, "eta_seconds": 94025.78690210357, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25111938644323273, "fast_rcnn/fg_cls_accuracy": 0.7186511075949367, "iteration": 176199, "loss_box_reg": 0.18973033875226974, "loss_cls": 0.14935059659183025, "loss_mask": 0.23742718435823917, "loss_rpn_cls": 0.027466279221698642, "loss_rpn_loc": 0.07565426197834313, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051733058564562, "mask_rcnn/false_negative": 0.09608939839997732, "mask_rcnn/false_positive": 0.10222787995409471, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0080263460986316, "total_loss": 0.6891877540620044}
{"data_time": 0.013155425433069468, "eta_seconds": 94005.73875990696, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.27007971798261426, "fast_rcnn/fg_cls_accuracy": 0.7037994313776169, "iteration": 176219, "loss_box_reg": 0.20662354119122028, "loss_cls": 0.16620998084545135, "loss_mask": 0.23842213861644268, "loss_rpn_cls": 0.025758651550859213, "loss_rpn_loc": 0.06352909957058728, "lr": 0.0001, "mask_rcnn/accuracy": 0.898624948798882, "mask_rcnn/false_negative": 0.08991400307503009, "mask_rcnn/false_positive": 0.10788134142390673, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0124624678865075, "total_loss": 0.7201816705055535}
{"data_time": 0.013795753940939903, "eta_seconds": 93886.63996577263, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3086244315832989, "fast_rcnn/fg_cls_accuracy": 0.6539059738423472, "iteration": 176239, "loss_box_reg": 0.21613079216331244, "loss_cls": 0.17315388843417168, "loss_mask": 0.24182352051138878, "loss_rpn_cls": 0.03800082439556718, "loss_rpn_loc": 0.08141496172174811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958200082694243, "mask_rcnn/false_negative": 0.09346142014448514, "mask_rcnn/false_positive": 0.12750971091204427, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9983047712594271, "total_loss": 0.7720207017846406}
{"data_time": 0.01608867896720767, "eta_seconds": 93849.35558136553, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3243372814438804, "fast_rcnn/fg_cls_accuracy": 0.6243608675588371, "iteration": 176259, "loss_box_reg": 0.20889274403452873, "loss_cls": 0.1899572815746069, "loss_mask": 0.24320022203028202, "loss_rpn_cls": 0.03447187494020909, "loss_rpn_loc": 0.06673627614509314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931920849222746, "mask_rcnn/false_negative": 0.08220253962024739, "mask_rcnn/false_positive": 0.1295189948860931, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9692559903487563, "total_loss": 0.7435716626932845}
{"data_time": 0.01809334335848689, "eta_seconds": 93787.44810272008, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2534056784056784, "fast_rcnn/fg_cls_accuracy": 0.7282277879052073, "iteration": 176279, "loss_box_reg": 0.22760058753192425, "loss_cls": 0.16808758676052094, "loss_mask": 0.2517508380115032, "loss_rpn_cls": 0.03262526146136224, "loss_rpn_loc": 0.0816730479709804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915894658495257, "mask_rcnn/false_negative": 0.0930200902138425, "mask_rcnn/false_positive": 0.11342429578995414, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0124032907187939, "total_loss": 0.7781788019929081}
{"data_time": 0.0156840356066823, "eta_seconds": 93739.97745849192, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.29178743961352654, "fast_rcnn/fg_cls_accuracy": 0.6813845901907802, "iteration": 176299, "loss_box_reg": 0.2169804908335209, "loss_cls": 0.17495746770873666, "loss_mask": 0.2282793466001749, "loss_rpn_cls": 0.033256189548410475, "loss_rpn_loc": 0.06157720019109547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957548606829123, "mask_rcnn/false_negative": 0.08855306961009776, "mask_rcnn/false_positive": 0.11194293537642566, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.985254411585629, "total_loss": 0.6890646584215574}
{"data_time": 0.013218134641647339, "eta_seconds": 93699.29491158575, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.30495794599380255, "fast_rcnn/fg_cls_accuracy": 0.6582975128581012, "iteration": 176319, "loss_box_reg": 0.232483621686697, "loss_cls": 0.18032315839082003, "loss_mask": 0.23736780881881714, "loss_rpn_cls": 0.04017775016836822, "loss_rpn_loc": 0.08393949782475829, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998419537028786, "mask_rcnn/false_negative": 0.09101851413453771, "mask_rcnn/false_positive": 0.10983327700131076, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.997779521625489, "total_loss": 0.7603813658934087}
{"data_time": 0.0172177879139781, "eta_seconds": 93717.09635579959, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27924120679199516, "fast_rcnn/fg_cls_accuracy": 0.689110824742268, "iteration": 176339, "loss_box_reg": 0.19513650424778461, "loss_cls": 0.16386155039072037, "loss_mask": 0.23918451368808746, "loss_rpn_cls": 0.029782662051729858, "loss_rpn_loc": 0.06390083709266037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974810727661852, "mask_rcnn/false_negative": 0.09817841511948144, "mask_rcnn/false_positive": 0.10107748659338474, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0427555716596544, "total_loss": 0.7011759464512579}
{"data_time": 0.019342318177223206, "eta_seconds": 93714.32334249839, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30458744823192097, "fast_rcnn/fg_cls_accuracy": 0.6622848974655011, "iteration": 176359, "loss_box_reg": 0.22289656288921833, "loss_cls": 0.18879371788352728, "loss_mask": 0.2361110970377922, "loss_rpn_cls": 0.031202914542518556, "loss_rpn_loc": 0.07280806731432676, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009432570071039, "mask_rcnn/false_negative": 0.08641800294356555, "mask_rcnn/false_positive": 0.11087543378547043, "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": 1.0668916497379541, "total_loss": 0.7654517131159082}
{"data_time": 0.013912537600845098, "eta_seconds": 93677.07197127864, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2903323166857288, "fast_rcnn/fg_cls_accuracy": 0.6831023604303983, "iteration": 176379, "loss_box_reg": 0.2050454430282116, "loss_cls": 0.1730234045535326, "loss_mask": 0.23613636009395123, "loss_rpn_cls": 0.03386939992196858, "loss_rpn_loc": 0.07370171544607729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958110965472812, "mask_rcnn/false_negative": 0.1042858101644536, "mask_rcnn/false_positive": 0.10456879298802071, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9962246506474912, "total_loss": 0.732949006895069}
{"data_time": 0.013101968448609114, "eta_seconds": 93674.29159395397, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.28102564102564104, "fast_rcnn/fg_cls_accuracy": 0.6807073873047422, "iteration": 176399, "loss_box_reg": 0.21839019749313593, "loss_cls": 0.17601794842630625, "loss_mask": 0.23543422110378742, "loss_rpn_cls": 0.03275562694761902, "loss_rpn_loc": 0.07893737487029284, "lr": 0.0001, "mask_rcnn/accuracy": 0.906676261800593, "mask_rcnn/false_negative": 0.08386905579812716, "mask_rcnn/false_positive": 0.10483593131155405, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.987579413689673, "total_loss": 0.7126720700180158}
{"data_time": 0.014960691798478365, "eta_seconds": 93626.85175568797, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6614682539682539, "iteration": 176419, "loss_box_reg": 0.19608718901872635, "loss_cls": 0.16202132171019912, "loss_mask": 0.233497753739357, "loss_rpn_cls": 0.03579616476781666, "loss_rpn_loc": 0.07204623520374298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970006752701081, "mask_rcnn/false_negative": 0.08724597350138905, "mask_rcnn/false_positive": 0.12110101647599789, "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": 0.9886580076999962, "total_loss": 0.7023616833612323}
{"data_time": 0.023971390910446644, "eta_seconds": 93613.8520212099, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27928155831014423, "fast_rcnn/fg_cls_accuracy": 0.6940677966101695, "iteration": 176439, "loss_box_reg": 0.2115814909338951, "loss_cls": 0.17505583353340626, "loss_mask": 0.2369374856352806, "loss_rpn_cls": 0.03157445683609694, "loss_rpn_loc": 0.07001492090057582, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006043449860193, "mask_rcnn/false_negative": 0.08651357389702927, "mask_rcnn/false_positive": 0.11046044893547638, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0173685918562114, "total_loss": 0.7107158751459792}
{"data_time": 0.015627967659384012, "eta_seconds": 93669.60879128426, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28547922665569725, "fast_rcnn/fg_cls_accuracy": 0.6782679738562092, "iteration": 176459, "loss_box_reg": 0.22335450164973736, "loss_cls": 0.18022995442152023, "loss_mask": 0.24542648904025555, "loss_rpn_cls": 0.030644418438896537, "loss_rpn_loc": 0.06366620340850204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8821411028639901, "mask_rcnn/false_negative": 0.09159570035218029, "mask_rcnn/false_positive": 0.12200807958220942, "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": 1.0058981208130717, "total_loss": 0.8054402665002272}
{"data_time": 0.015086953528225422, "eta_seconds": 93644.8048818484, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31273429273429276, "fast_rcnn/fg_cls_accuracy": 0.6743066344659969, "iteration": 176479, "loss_box_reg": 0.21167239919304848, "loss_cls": 0.1805777344852686, "loss_mask": 0.23803265765309334, "loss_rpn_cls": 0.03520734643097967, "loss_rpn_loc": 0.07588485721498728, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999925759223746, "mask_rcnn/false_negative": 0.09998487109171257, "mask_rcnn/false_positive": 0.12217971321239385, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.008088438771665, "total_loss": 0.7266458878293633}
{"data_time": 0.015223991125822067, "eta_seconds": 93501.71331618913, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27724136925163717, "fast_rcnn/fg_cls_accuracy": 0.7165855230792719, "iteration": 176499, "loss_box_reg": 0.20503105595707893, "loss_cls": 0.17453158646821976, "loss_mask": 0.24071749299764633, "loss_rpn_cls": 0.030269194394350052, "loss_rpn_loc": 0.07982661877758801, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072697455692103, "mask_rcnn/false_negative": 0.08723022927898083, "mask_rcnn/false_positive": 0.1090761748572815, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9551012036390603, "total_loss": 0.7551506491145119}
{"data_time": 0.018524046055972576, "eta_seconds": 93372.34560990706, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.33632091960750843, "fast_rcnn/fg_cls_accuracy": 0.6466441413256581, "iteration": 176519, "loss_box_reg": 0.20393558871001005, "loss_cls": 0.17421114910393953, "loss_mask": 0.24857358261942863, "loss_rpn_cls": 0.03399064717814326, "loss_rpn_loc": 0.06233328965026885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909130260827467, "mask_rcnn/false_negative": 0.09322298764670073, "mask_rcnn/false_positive": 0.12220315806332782, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9707970204763114, "total_loss": 0.7331513977842405}
{"data_time": 0.016364905051887035, "eta_seconds": 93314.31936149485, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.28601269907722365, "fast_rcnn/fg_cls_accuracy": 0.6627053552378921, "iteration": 176539, "loss_box_reg": 0.22148651164025068, "loss_cls": 0.18678681086748838, "loss_mask": 0.23297555930912495, "loss_rpn_cls": 0.03527363878674805, "loss_rpn_loc": 0.07450279942713678, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989286660434022, "mask_rcnn/false_negative": 0.09384004328642997, "mask_rcnn/false_positive": 0.11149150788384593, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9863596535287797, "total_loss": 0.7907822947017848}
{"data_time": 0.015181551221758127, "eta_seconds": 93303.08583974838, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28774919181034486, "fast_rcnn/fg_cls_accuracy": 0.6532333412849873, "iteration": 176559, "loss_box_reg": 0.22296534664928913, "loss_cls": 0.18548661191016436, "loss_mask": 0.23027233593165874, "loss_rpn_cls": 0.030158105539157987, "loss_rpn_loc": 0.06085128535050899, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033080673846949, "mask_rcnn/false_negative": 0.09293883749431718, "mask_rcnn/false_positive": 0.10264974716897794, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.025175713468343, "total_loss": 0.7548594796680845}
{"data_time": 0.015460234601050615, "eta_seconds": 93288.3055083733, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.270517234855651, "fast_rcnn/fg_cls_accuracy": 0.7180683524182391, "iteration": 176579, "loss_box_reg": 0.1925109177827835, "loss_cls": 0.17277409136295319, "loss_mask": 0.2362078409641981, "loss_rpn_cls": 0.030997494875919074, "loss_rpn_loc": 0.06435381772462279, "lr": 0.0001, "mask_rcnn/accuracy": 0.908766676421096, "mask_rcnn/false_negative": 0.08643718799922132, "mask_rcnn/false_positive": 0.10345614006654097, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0070724748075008, "total_loss": 0.6954438974498771}
{"data_time": 0.01424249354749918, "eta_seconds": 93259.02807759121, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28103146853146854, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 176599, "loss_box_reg": 0.22001925203949213, "loss_cls": 0.16479641338810325, "loss_mask": 0.23523814044892788, "loss_rpn_cls": 0.03294467483647168, "loss_rpn_loc": 0.08260077564045787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936895629603963, "mask_rcnn/false_negative": 0.10282180561490491, "mask_rcnn/false_positive": 0.10978444039228162, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9894528249278665, "total_loss": 0.7228450397960842}
{"data_time": 0.01735389092937112, "eta_seconds": 93234.44406137802, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.28086101368544114, "fast_rcnn/fg_cls_accuracy": 0.6883863955676908, "iteration": 176619, "loss_box_reg": 0.21842942759394646, "loss_cls": 0.17365906201303005, "loss_mask": 0.23790222220122814, "loss_rpn_cls": 0.03446639538742602, "loss_rpn_loc": 0.07323486846871674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977554891312558, "mask_rcnn/false_negative": 0.09130211225130067, "mask_rcnn/false_positive": 0.11086698380201546, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0086076371371746, "total_loss": 0.7392085823230445}
{"data_time": 0.013547566253691912, "eta_seconds": 93169.07645501196, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.27369205169878497, "fast_rcnn/fg_cls_accuracy": 0.7035890410958904, "iteration": 176639, "loss_box_reg": 0.21142600663006306, "loss_cls": 0.16810013772919774, "loss_mask": 0.23763838224112988, "loss_rpn_cls": 0.02859372171224095, "loss_rpn_loc": 0.06893760175444186, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903124166461892, "mask_rcnn/false_negative": 0.09013173564107954, "mask_rcnn/false_positive": 0.12218667575446009, "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": 0.9852228788658977, "total_loss": 0.7202338580973446}
{"data_time": 0.01468279305845499, "eta_seconds": 93070.48553259112, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3155072463768116, "fast_rcnn/fg_cls_accuracy": 0.6651863600317209, "iteration": 176659, "loss_box_reg": 0.21878441981971264, "loss_cls": 0.15535571798682213, "loss_mask": 0.2456486765295267, "loss_rpn_cls": 0.03594346478348598, "loss_rpn_loc": 0.08854913245886564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960775217277547, "mask_rcnn/false_negative": 0.0855720859779526, "mask_rcnn/false_positive": 0.12515659048214717, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9571188408881426, "total_loss": 0.7521216228487901}
{"data_time": 0.016787401866167784, "eta_seconds": 92978.48413592204, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3015184587643542, "fast_rcnn/fg_cls_accuracy": 0.6819303407041852, "iteration": 176679, "loss_box_reg": 0.2074814746156335, "loss_cls": 0.17046828009188175, "loss_mask": 0.23521116003394127, "loss_rpn_cls": 0.028912176378071308, "loss_rpn_loc": 0.07160263904370368, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885649159329283, "mask_rcnn/false_negative": 0.11074244610479908, "mask_rcnn/false_positive": 0.10950356355639598, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9791602888144553, "total_loss": 0.7028596360469237}
{"data_time": 0.019412366207689047, "eta_seconds": 93021.24823713675, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26929561633570626, "fast_rcnn/fg_cls_accuracy": 0.7062044817927171, "iteration": 176699, "loss_box_reg": 0.1984148919582367, "loss_cls": 0.16156699787825346, "loss_mask": 0.23237357288599014, "loss_rpn_cls": 0.030841987812891603, "loss_rpn_loc": 0.07483061717357486, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099011100564256, "mask_rcnn/false_negative": 0.07244061501849094, "mask_rcnn/false_positive": 0.11106443707954006, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0197976767085493, "total_loss": 0.6803384621161968}
{"data_time": 0.01568493153899908, "eta_seconds": 93062.25215576589, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28032879818594103, "fast_rcnn/fg_cls_accuracy": 0.6673548755217874, "iteration": 176719, "loss_box_reg": 0.2197241010144353, "loss_cls": 0.16960839461535215, "loss_mask": 0.23647121526300907, "loss_rpn_cls": 0.029371472221100703, "loss_rpn_loc": 0.07066092197783291, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991186757852816, "mask_rcnn/false_negative": 0.1072791958522321, "mask_rcnn/false_positive": 0.08955437739900614, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9766871426254511, "total_loss": 0.723212509881705}
{"data_time": 0.01619482086971402, "eta_seconds": 93042.29884269647, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3046119514009422, "fast_rcnn/fg_cls_accuracy": 0.6509688720213116, "iteration": 176739, "loss_box_reg": 0.21954787336289883, "loss_cls": 0.17117023840546608, "loss_mask": 0.23112554289400578, "loss_rpn_cls": 0.026489403331652284, "loss_rpn_loc": 0.05817176296841353, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016941800923677, "mask_rcnn/false_negative": 0.08057666944083716, "mask_rcnn/false_positive": 0.10994525948515005, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9835037002339959, "total_loss": 0.7028518070001155}
{"data_time": 0.021802613977342844, "eta_seconds": 92970.77427746728, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30739288165506423, "fast_rcnn/fg_cls_accuracy": 0.6327328130011761, "iteration": 176759, "loss_box_reg": 0.22870570607483387, "loss_cls": 0.1820614617317915, "loss_mask": 0.2507798448204994, "loss_rpn_cls": 0.03515227138996124, "loss_rpn_loc": 0.07857139187399298, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923273582579114, "mask_rcnn/false_negative": 0.08451697191681014, "mask_rcnn/false_positive": 0.1323823852886522, "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": 1.0014339559711516, "total_loss": 0.7741159410215914}
{"data_time": 0.015353021211922169, "eta_seconds": 93027.99841538072, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23638497652582158, "fast_rcnn/fg_cls_accuracy": 0.7361405292439775, "iteration": 176779, "loss_box_reg": 0.20556529611349106, "loss_cls": 0.17306159995496273, "loss_mask": 0.23507964983582497, "loss_rpn_cls": 0.029943669098429382, "loss_rpn_loc": 0.0582005106844008, "lr": 0.0001, "mask_rcnn/accuracy": 0.9106747009148487, "mask_rcnn/false_negative": 0.08296647245816152, "mask_rcnn/false_positive": 0.10457534098108293, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0122471521608531, "total_loss": 0.7088262612232938}
{"data_time": 0.022775965742766857, "eta_seconds": 93054.72463611513, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2824744257865277, "fast_rcnn/fg_cls_accuracy": 0.6873556379925807, "iteration": 176799, "loss_box_reg": 0.2182678636163473, "loss_cls": 0.17676455155014992, "loss_mask": 0.24062031134963036, "loss_rpn_cls": 0.03122223389800638, "loss_rpn_loc": 0.08822844619862735, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001608976924103, "mask_rcnn/false_negative": 0.09569187849054858, "mask_rcnn/false_positive": 0.09650036087376004, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.024297314696014, "total_loss": 0.7267530039534904}
{"data_time": 0.024558574426919222, "eta_seconds": 93021.61626798101, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.27415210688591984, "fast_rcnn/fg_cls_accuracy": 0.6927150739050474, "iteration": 176819, "loss_box_reg": 0.19590454921126366, "loss_cls": 0.17511265445500612, "loss_mask": 0.23831539042294025, "loss_rpn_cls": 0.034666342311538756, "loss_rpn_loc": 0.07567897730041295, "lr": 0.0001, "mask_rcnn/accuracy": 0.899314825020509, "mask_rcnn/false_negative": 0.09465481944872312, "mask_rcnn/false_positive": 0.10833144243328341, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9971778723411262, "total_loss": 0.7322610445553437}
{"data_time": 0.013975059613585472, "eta_seconds": 92942.53227734938, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.28531583376313147, "fast_rcnn/fg_cls_accuracy": 0.669002920317063, "iteration": 176839, "loss_box_reg": 0.20216839015483856, "loss_cls": 0.16639783885329962, "loss_mask": 0.2337146531790495, "loss_rpn_cls": 0.02834849723149091, "loss_rpn_loc": 0.05608235817635432, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005970189649148, "mask_rcnn/false_negative": 0.09199067744538675, "mask_rcnn/false_positive": 0.0887544514376125, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9734271373599768, "total_loss": 0.6850407023448497}
{"data_time": 0.014158630277961493, "eta_seconds": 92897.769011762, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3008506681361069, "fast_rcnn/fg_cls_accuracy": 0.6760323886639676, "iteration": 176859, "loss_box_reg": 0.20683963829651475, "loss_cls": 0.16634345799684525, "loss_mask": 0.23514940217137337, "loss_rpn_cls": 0.037219467805698514, "loss_rpn_loc": 0.08489986276254058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923221573911104, "mask_rcnn/false_negative": 0.1020780970796165, "mask_rcnn/false_positive": 0.11571584395427073, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.017147240228951, "total_loss": 0.7350641684024595}
{"data_time": 0.014235911425203085, "eta_seconds": 92877.82102614641, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2684343184738559, "fast_rcnn/fg_cls_accuracy": 0.6994062571363324, "iteration": 176879, "loss_box_reg": 0.21728653460741043, "loss_cls": 0.16839472390711308, "loss_mask": 0.24346532486379147, "loss_rpn_cls": 0.03506397671299055, "loss_rpn_loc": 0.07370267022633925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943356601590879, "mask_rcnn/false_negative": 0.09954245802249168, "mask_rcnn/false_positive": 0.1005528893266702, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.99084013979882, "total_loss": 0.7389620818430558}
{"data_time": 0.01719378726556897, "eta_seconds": 92773.31956196576, "fast_rcnn/cls_accuracy": 0.921142578125, "fast_rcnn/false_negative": 0.29596074970146924, "fast_rcnn/fg_cls_accuracy": 0.6423970086591446, "iteration": 176899, "loss_box_reg": 0.21352232992649078, "loss_cls": 0.18070723675191402, "loss_mask": 0.2341649066656828, "loss_rpn_cls": 0.041659165639430285, "loss_rpn_loc": 0.06426291330717504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903625443888248, "mask_rcnn/false_negative": 0.09276564549690844, "mask_rcnn/false_positive": 0.13497281875762712, "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": 0.9752923981286585, "total_loss": 0.7694789294619113}
{"data_time": 0.02133923303335905, "eta_seconds": 92753.38974036276, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24448629339131786, "fast_rcnn/fg_cls_accuracy": 0.7233666989559789, "iteration": 176919, "loss_box_reg": 0.20434284210205078, "loss_cls": 0.16331968735903502, "loss_mask": 0.23146558180451393, "loss_rpn_cls": 0.031416294048540294, "loss_rpn_loc": 0.06985408230684698, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080213780133222, "mask_rcnn/false_negative": 0.0919089110571448, "mask_rcnn/false_positive": 0.10014857724538712, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9961950061842799, "total_loss": 0.7127699158736505}
{"data_time": 0.0162523384205997, "eta_seconds": 92704.60802234709, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3015458605290278, "fast_rcnn/fg_cls_accuracy": 0.6445503421309873, "iteration": 176939, "loss_box_reg": 0.21062629856169224, "loss_cls": 0.17838667519390583, "loss_mask": 0.23560153506696224, "loss_rpn_cls": 0.03578522696625441, "loss_rpn_loc": 0.0759995470289141, "lr": 0.0001, "mask_rcnn/accuracy": 0.8822380183600533, "mask_rcnn/false_negative": 0.11884834420524085, "mask_rcnn/false_positive": 0.12293130360698223, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9634352340362966, "total_loss": 0.7237149536376819}
{"data_time": 0.01741252187639475, "eta_seconds": 92713.53009715676, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3269143413367943, "fast_rcnn/fg_cls_accuracy": 0.6500973393900065, "iteration": 176959, "loss_box_reg": 0.18970995675772429, "loss_cls": 0.18246430158615112, "loss_mask": 0.2389922048896551, "loss_rpn_cls": 0.03340966813266277, "loss_rpn_loc": 0.0732562632765621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992763653756958, "mask_rcnn/false_negative": 0.09124920805427864, "mask_rcnn/false_positive": 0.11740091013889736, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0120921889320016, "total_loss": 0.7019183114171028}
{"data_time": 0.0150294816121459, "eta_seconds": 92693.60027555376, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2840969989281886, "fast_rcnn/fg_cls_accuracy": 0.6715151515151515, "iteration": 176979, "loss_box_reg": 0.18992959149181843, "loss_cls": 0.1589749832637608, "loss_mask": 0.23286894150078297, "loss_rpn_cls": 0.03504104295279831, "loss_rpn_loc": 0.08308539964491501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973469820329153, "mask_rcnn/false_negative": 0.09954084221326837, "mask_rcnn/false_positive": 0.10141979419560083, "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": 1.0009703366085887, "total_loss": 0.7144010516349226}
{"data_time": 0.014953162986785173, "eta_seconds": 92644.83715966344, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32249550603475335, "fast_rcnn/fg_cls_accuracy": 0.6186645849525081, "iteration": 176999, "loss_box_reg": 0.20850341953337193, "loss_cls": 0.16810261271893978, "loss_mask": 0.23540208861231804, "loss_rpn_cls": 0.030005005421116948, "loss_rpn_loc": 0.058531698887236416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959565629953438, "mask_rcnn/false_negative": 0.08357668430077922, "mask_rcnn/false_positive": 0.12783125569456108, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9674673457629979, "total_loss": 0.7194144253153354}
{"data_time": 0.015393882524222136, "eta_seconds": 92537.80856206082, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28266481180925884, "fast_rcnn/fg_cls_accuracy": 0.6680045553024831, "iteration": 177019, "loss_box_reg": 0.20098823867738247, "loss_cls": 0.154692854732275, "loss_mask": 0.22903787717223167, "loss_rpn_cls": 0.022757411235943437, "loss_rpn_loc": 0.051069458248093724, "lr": 0.0001, "mask_rcnn/accuracy": 0.897109962406015, "mask_rcnn/false_negative": 0.08670427535799329, "mask_rcnn/false_positive": 0.12540235011000922, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9822526569478214, "total_loss": 0.6825043313438073}
{"data_time": 0.015240429900586605, "eta_seconds": 92545.91898299754, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3217558721601848, "fast_rcnn/fg_cls_accuracy": 0.670238995068927, "iteration": 177039, "loss_box_reg": 0.20292946882545948, "loss_cls": 0.1745883682742715, "loss_mask": 0.23302674666047096, "loss_rpn_cls": 0.03518953901948407, "loss_rpn_loc": 0.0798784929793328, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039521431672973, "mask_rcnn/false_negative": 0.09722552873322463, "mask_rcnn/false_positive": 0.10094820785663776, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.012346121482551, "total_loss": 0.7184830725309439}
{"data_time": 0.020720347296446562, "eta_seconds": 92470.03759715706, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24366125760649088, "fast_rcnn/fg_cls_accuracy": 0.711025058643929, "iteration": 177059, "loss_box_reg": 0.19164560362696648, "loss_cls": 0.15794569067656994, "loss_mask": 0.22771908901631832, "loss_rpn_cls": 0.03388842532876879, "loss_rpn_loc": 0.06665149482432753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964824411064964, "mask_rcnn/false_negative": 0.08592547954275583, "mask_rcnn/false_positive": 0.11923545016324105, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0082618524320424, "total_loss": 0.6926852134056389}
{"data_time": 0.014760456047952175, "eta_seconds": 92414.37349516898, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2722248576850095, "fast_rcnn/fg_cls_accuracy": 0.6834677419354839, "iteration": 177079, "loss_box_reg": 0.2039706790819764, "loss_cls": 0.1759300297126174, "loss_mask": 0.22596149519085884, "loss_rpn_cls": 0.032173430430702865, "loss_rpn_loc": 0.06451437145005912, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056393267366118, "mask_rcnn/false_negative": 0.0806438343628266, "mask_rcnn/false_positive": 0.10753803767057582, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9724876089021564, "total_loss": 0.6953313088743016}
{"data_time": 0.015015648677945137, "eta_seconds": 92260.97338884138, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26439974767080743, "fast_rcnn/fg_cls_accuracy": 0.6857167119565217, "iteration": 177099, "loss_box_reg": 0.19050475396215916, "loss_cls": 0.14407583186402917, "loss_mask": 0.23471449501812458, "loss_rpn_cls": 0.029960256535559893, "loss_rpn_loc": 0.06598382740048692, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967194936582692, "mask_rcnn/false_negative": 0.09390003958040241, "mask_rcnn/false_positive": 0.10164930617163752, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9744189814664423, "total_loss": 0.6765108566032723}
{"data_time": 0.017909720074385405, "eta_seconds": 92288.5909306258, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.31216073781291176, "fast_rcnn/fg_cls_accuracy": 0.681042071197411, "iteration": 177119, "loss_box_reg": 0.18880908470600843, "loss_cls": 0.1750146122649312, "loss_mask": 0.24673941917717457, "loss_rpn_cls": 0.035287537961266935, "loss_rpn_loc": 0.07155994907952845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890476256394031, "mask_rcnn/false_negative": 0.09191403224514078, "mask_rcnn/false_positive": 0.128528612767415, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0037774816155434, "total_loss": 0.7113303208025172}
{"data_time": 0.015322054270654917, "eta_seconds": 92330.58037471958, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31566037735849056, "fast_rcnn/fg_cls_accuracy": 0.6547532656023223, "iteration": 177139, "loss_box_reg": 0.21573050133883953, "loss_cls": 0.1746188448742032, "loss_mask": 0.2321510761976242, "loss_rpn_cls": 0.031105284695513546, "loss_rpn_loc": 0.06974029738921672, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001242139297579, "mask_rcnn/false_negative": 0.0946005001437682, "mask_rcnn/false_positive": 0.1060210397698737, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0048964801244438, "total_loss": 0.7130175759666599}
{"data_time": 0.023816546890884638, "eta_seconds": 92310.69440005347, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.28010767188083485, "fast_rcnn/fg_cls_accuracy": 0.682209356908152, "iteration": 177159, "loss_box_reg": 0.22543693985790014, "loss_cls": 0.17798829823732376, "loss_mask": 0.2461897823959589, "loss_rpn_cls": 0.029376290272921324, "loss_rpn_loc": 0.06808453844860196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943724637895797, "mask_rcnn/false_negative": 0.09077421167894179, "mask_rcnn/false_positive": 0.12057394009877725, "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": 1.0047377357259393, "total_loss": 0.7605582192772999}
{"data_time": 0.01845928095281124, "eta_seconds": 92228.97297782823, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27466814159292036, "fast_rcnn/fg_cls_accuracy": 0.7063433087887591, "iteration": 177179, "loss_box_reg": 0.22629896830767393, "loss_cls": 0.1719792913645506, "loss_mask": 0.23452046513557434, "loss_rpn_cls": 0.029981271247379482, "loss_rpn_loc": 0.07975065568462014, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075585118384031, "mask_rcnn/false_negative": 0.08291903099376854, "mask_rcnn/false_positive": 0.11294735840227396, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9916209247894585, "total_loss": 0.7585372291505337}
{"data_time": 0.01583930477499962, "eta_seconds": 92161.66125386953, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.29300609531675004, "fast_rcnn/fg_cls_accuracy": 0.6813545985534002, "iteration": 177199, "loss_box_reg": 0.2020284840837121, "loss_cls": 0.16914616338908672, "loss_mask": 0.23477366007864475, "loss_rpn_cls": 0.030621727695688605, "loss_rpn_loc": 0.06206470844335854, "lr": 0.0001, "mask_rcnn/accuracy": 0.901426611330037, "mask_rcnn/false_negative": 0.08940799915258055, "mask_rcnn/false_positive": 0.09235385846257504, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.965765053872019, "total_loss": 0.7283911991398782}
{"data_time": 0.016392373479902744, "eta_seconds": 92189.2276759632, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29265460030165913, "fast_rcnn/fg_cls_accuracy": 0.6835910652920962, "iteration": 177219, "loss_box_reg": 0.20873269625008106, "loss_cls": 0.17025178764015436, "loss_mask": 0.24526897445321083, "loss_rpn_cls": 0.034006823727395386, "loss_rpn_loc": 0.07758302427828312, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948088493453514, "mask_rcnn/false_negative": 0.08666881248057404, "mask_rcnn/false_positive": 0.12490062657468526, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0189551315270364, "total_loss": 0.7394885206595063}
{"data_time": 0.01617696089670062, "eta_seconds": 92169.35502503067, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2808689024390244, "fast_rcnn/fg_cls_accuracy": 0.6989326929491028, "iteration": 177239, "loss_box_reg": 0.21188816567882895, "loss_cls": 0.17633492033928633, "loss_mask": 0.23036019876599312, "loss_rpn_cls": 0.0288454357360024, "loss_rpn_loc": 0.07494038506411016, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982506924804046, "mask_rcnn/false_negative": 0.08866201238145578, "mask_rcnn/false_positive": 0.11856268059737797, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.999020469840616, "total_loss": 0.738548876484856}
{"data_time": 0.021159640047699213, "eta_seconds": 92170.18745470792, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2759752677205507, "fast_rcnn/fg_cls_accuracy": 0.6901480058750423, "iteration": 177259, "loss_box_reg": 0.2016089390963316, "loss_cls": 0.16565946210175753, "loss_mask": 0.2417565882205963, "loss_rpn_cls": 0.03270804835483432, "loss_rpn_loc": 0.09410027298144996, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958955853218307, "mask_rcnn/false_negative": 0.0891061803992454, "mask_rcnn/false_positive": 0.12595409982314018, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9958345489576459, "total_loss": 0.7238513985648751}
{"data_time": 0.019349799025803804, "eta_seconds": 92191.37855205685, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.25908761050270485, "fast_rcnn/fg_cls_accuracy": 0.7076978139970266, "iteration": 177279, "loss_box_reg": 0.20906585734337568, "loss_cls": 0.16921943332999945, "loss_mask": 0.23542513884603977, "loss_rpn_cls": 0.03598545119166374, "loss_rpn_loc": 0.08471058961004019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988983447630065, "mask_rcnn/false_negative": 0.08929849260166314, "mask_rcnn/false_positive": 0.11001420265638191, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.016650931444019, "total_loss": 0.7315060899127275}
{"data_time": 0.0190466046333313, "eta_seconds": 92173.97885564715, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2876254533929641, "fast_rcnn/fg_cls_accuracy": 0.6662301084354316, "iteration": 177299, "loss_box_reg": 0.22541559487581253, "loss_cls": 0.17199692595750093, "loss_mask": 0.24348297901451588, "loss_rpn_cls": 0.03393392218276858, "loss_rpn_loc": 0.08033146301750094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960227399594591, "mask_rcnn/false_negative": 0.08888000250288033, "mask_rcnn/false_positive": 0.13037835519968777, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9714349778369069, "total_loss": 0.7653939538868144}
{"data_time": 0.015491563826799393, "eta_seconds": 92185.62199696898, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28123680506685433, "fast_rcnn/fg_cls_accuracy": 0.708001493280239, "iteration": 177319, "loss_box_reg": 0.20414183661341667, "loss_cls": 0.1779398750513792, "loss_mask": 0.24067599512636662, "loss_rpn_cls": 0.03322578803636134, "loss_rpn_loc": 0.06707408046349883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964114997759441, "mask_rcnn/false_negative": 0.08606519548286815, "mask_rcnn/false_positive": 0.11453583314285709, "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": 1.017060136422515, "total_loss": 0.7562590311281383}
{"data_time": 0.019828548654913902, "eta_seconds": 92090.67899022251, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30177831832226676, "fast_rcnn/fg_cls_accuracy": 0.6860715481905613, "iteration": 177339, "loss_box_reg": 0.2075345292687416, "loss_cls": 0.17249162308871746, "loss_mask": 0.23244060389697552, "loss_rpn_cls": 0.030340568511746824, "loss_rpn_loc": 0.06938285694923252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995545525257634, "mask_rcnn/false_negative": 0.08517173737021151, "mask_rcnn/false_positive": 0.12436040847797805, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.987724119797349, "total_loss": 0.7175048625213094}
{"data_time": 0.016219513956457376, "eta_seconds": 92014.32922169566, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.26752002786485546, "fast_rcnn/fg_cls_accuracy": 0.7018029404927941, "iteration": 177359, "loss_box_reg": 0.21626867074519396, "loss_cls": 0.16516002733260393, "loss_mask": 0.23637579381465912, "loss_rpn_cls": 0.03352663095574826, "loss_rpn_loc": 0.07781263184733689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941716429481943, "mask_rcnn/false_negative": 0.10025488594576368, "mask_rcnn/false_positive": 0.12536567978260246, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9948031287640333, "total_loss": 0.72205894975923}
{"data_time": 0.013872495386749506, "eta_seconds": 91923.62914654426, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3257449872604409, "fast_rcnn/fg_cls_accuracy": 0.6309095716552089, "iteration": 177379, "loss_box_reg": 0.19911237992346287, "loss_cls": 0.17311080172657967, "loss_mask": 0.22752181254327297, "loss_rpn_cls": 0.03045751850004308, "loss_rpn_loc": 0.07253866095561534, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003876506578858, "mask_rcnn/false_negative": 0.08805661245188795, "mask_rcnn/false_positive": 0.10061885993717322, "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": 0.9892426803708076, "total_loss": 0.7375432210974395}
{"data_time": 0.019252977333962917, "eta_seconds": 91937.46349355206, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3093328427765514, "fast_rcnn/fg_cls_accuracy": 0.6577208032754923, "iteration": 177399, "loss_box_reg": 0.20628229808062315, "loss_cls": 0.16249458771198988, "loss_mask": 0.2277396209537983, "loss_rpn_cls": 0.03159265569411218, "loss_rpn_loc": 0.07128623547032475, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995941515495087, "mask_rcnn/false_negative": 0.0878900537493123, "mask_rcnn/false_positive": 0.10065334117162807, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9908685768023133, "total_loss": 0.7115708715282381}
{"data_time": 0.016451606061309576, "eta_seconds": 91990.50116663799, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3027260336210813, "fast_rcnn/fg_cls_accuracy": 0.6699308755760369, "iteration": 177419, "loss_box_reg": 0.21022712625563145, "loss_cls": 0.16987192537635565, "loss_mask": 0.23242914490401745, "loss_rpn_cls": 0.02673476911149919, "loss_rpn_loc": 0.05444147204980254, "lr": 0.0001, "mask_rcnn/accuracy": 0.906948547350333, "mask_rcnn/false_negative": 0.08506037138826944, "mask_rcnn/false_positive": 0.10315546776890057, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9984927093610168, "total_loss": 0.6994923343299888}
{"data_time": 0.015349531080573797, "eta_seconds": 91914.31923788041, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3141044933337346, "fast_rcnn/fg_cls_accuracy": 0.6760821377993966, "iteration": 177439, "loss_box_reg": 0.2061583073809743, "loss_cls": 0.17737657763063908, "loss_mask": 0.23017013259232044, "loss_rpn_cls": 0.026735628736787476, "loss_rpn_loc": 0.06232834071852267, "lr": 0.0001, "mask_rcnn/accuracy": 0.902780661683278, "mask_rcnn/false_negative": 0.08385166831211796, "mask_rcnn/false_positive": 0.11595427945273566, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.998376292642206, "total_loss": 0.6942527052160585}
{"data_time": 0.014883448835462332, "eta_seconds": 91895.812541591, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.30358948432760363, "fast_rcnn/fg_cls_accuracy": 0.6757246376811594, "iteration": 177459, "loss_box_reg": 0.2075002482160926, "loss_cls": 0.18058584909886122, "loss_mask": 0.2278061080724001, "loss_rpn_cls": 0.026504207402467728, "loss_rpn_loc": 0.07089343457482755, "lr": 0.0001, "mask_rcnn/accuracy": 0.908924577368134, "mask_rcnn/false_negative": 0.08472885402037741, "mask_rcnn/false_positive": 0.10157491017031174, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0158348591066897, "total_loss": 0.7223433693579864}
{"data_time": 0.015200098510831594, "eta_seconds": 91768.14849285409, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2846799639395988, "fast_rcnn/fg_cls_accuracy": 0.6742590714446698, "iteration": 177479, "loss_box_reg": 0.2072917902842164, "loss_cls": 0.16614637151360512, "loss_mask": 0.23520905151963234, "loss_rpn_cls": 0.02916277723852545, "loss_rpn_loc": 0.06328546977601945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916282702624753, "mask_rcnn/false_negative": 0.09317978689286521, "mask_rcnn/false_positive": 0.10288801609252907, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9592176545411348, "total_loss": 0.7357145207352005}
{"data_time": 0.015887231566011906, "eta_seconds": 91931.6620612517, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2571606088847468, "fast_rcnn/fg_cls_accuracy": 0.7211779448621554, "iteration": 177499, "loss_box_reg": 0.18334345240145922, "loss_cls": 0.15083525981754065, "loss_mask": 0.21889819763600826, "loss_rpn_cls": 0.028505885042250156, "loss_rpn_loc": 0.04905985691584647, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029599511964156, "mask_rcnn/false_negative": 0.09980494802688646, "mask_rcnn/false_positive": 0.10103346403593112, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0053697130642831, "total_loss": 0.6377307792427018}
{"data_time": 0.014846871607005596, "eta_seconds": 91911.78494513035, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2729601357082273, "fast_rcnn/fg_cls_accuracy": 0.6930127041742287, "iteration": 177519, "loss_box_reg": 0.20149668399244547, "loss_cls": 0.1671032216399908, "loss_mask": 0.2300755511969328, "loss_rpn_cls": 0.033789957873523235, "loss_rpn_loc": 0.05888316500931978, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057444268444943, "mask_rcnn/false_negative": 0.08113988358533906, "mask_rcnn/false_positive": 0.1111039014660195, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.97815086459741, "total_loss": 0.6880327363032848}
{"data_time": 0.015113288071006536, "eta_seconds": 91871.26526104286, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2949565866232533, "fast_rcnn/fg_cls_accuracy": 0.6797062722677936, "iteration": 177539, "loss_box_reg": 0.19211473129689693, "loss_cls": 0.1567134503275156, "loss_mask": 0.233131168410182, "loss_rpn_cls": 0.02906419790815562, "loss_rpn_loc": 0.059734253445640206, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927154919586224, "mask_rcnn/false_negative": 0.10184331399699738, "mask_rcnn/false_positive": 0.11138879953579209, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.961890836711973, "total_loss": 0.6642906663473696}
{"data_time": 0.021185040939599276, "eta_seconds": 91815.67997898906, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31022069757512405, "fast_rcnn/fg_cls_accuracy": 0.6249013028030004, "iteration": 177559, "loss_box_reg": 0.2152925580739975, "loss_cls": 0.16381909418851137, "loss_mask": 0.23567116260528564, "loss_rpn_cls": 0.02981411397922784, "loss_rpn_loc": 0.06527320144232363, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955462953196449, "mask_rcnn/false_negative": 0.08759078195960039, "mask_rcnn/false_positive": 0.12551588958946128, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9938465571030974, "total_loss": 0.7279580703470856}
{"data_time": 0.015234592836350203, "eta_seconds": 91752.85778251477, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26392070764923, "fast_rcnn/fg_cls_accuracy": 0.6966986620127982, "iteration": 177579, "loss_box_reg": 0.21175144985318184, "loss_cls": 0.1740524424239993, "loss_mask": 0.2186076082289219, "loss_rpn_cls": 0.03130652219988406, "loss_rpn_loc": 0.07226490299217403, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015228818800247, "mask_rcnn/false_negative": 0.09073890653442857, "mask_rcnn/false_positive": 0.10764513351404426, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0007849796675146, "total_loss": 0.7531413419637829}
{"data_time": 0.014553452841937542, "eta_seconds": 91733.00215434283, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.24622473906284698, "fast_rcnn/fg_cls_accuracy": 0.7208502024291499, "iteration": 177599, "loss_box_reg": 0.1988748488947749, "loss_cls": 0.16231881733983755, "loss_mask": 0.22687036730349064, "loss_rpn_cls": 0.026798730483278632, "loss_rpn_loc": 0.06699234014376998, "lr": 0.0001, "mask_rcnn/accuracy": 0.9125948843061542, "mask_rcnn/false_negative": 0.07646775479900311, "mask_rcnn/false_positive": 0.08737070923892169, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9850145345553756, "total_loss": 0.7175057013519108}
{"data_time": 0.022459469735622406, "eta_seconds": 91713.1465261709, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24163073213706127, "fast_rcnn/fg_cls_accuracy": 0.6972573839662447, "iteration": 177619, "loss_box_reg": 0.2107655592262745, "loss_cls": 0.16099040256813169, "loss_mask": 0.2436317354440689, "loss_rpn_cls": 0.03205515258014202, "loss_rpn_loc": 0.07926073914859444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975405595843984, "mask_rcnn/false_negative": 0.0878926817097606, "mask_rcnn/false_positive": 0.12404862198660135, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.00207599112764, "total_loss": 0.7209758833050728}
{"data_time": 0.016625091899186373, "eta_seconds": 91660.07579566911, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3382390635680109, "fast_rcnn/fg_cls_accuracy": 0.6381735271507443, "iteration": 177639, "loss_box_reg": 0.22372717410326004, "loss_cls": 0.18848521076142788, "loss_mask": 0.23970058374106884, "loss_rpn_cls": 0.03146813646890223, "loss_rpn_loc": 0.08255277900025249, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002784000337098, "mask_rcnn/false_negative": 0.08898463259467805, "mask_rcnn/false_positive": 0.11751872301006128, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.965794634539634, "total_loss": 0.7908294962253422}
{"data_time": 0.012545462232083082, "eta_seconds": 91689.44106336683, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27231323722149414, "fast_rcnn/fg_cls_accuracy": 0.7049689440993789, "iteration": 177659, "loss_box_reg": 0.21180209144949913, "loss_cls": 0.17092862259596586, "loss_mask": 0.24657070823013783, "loss_rpn_cls": 0.029711785799008794, "loss_rpn_loc": 0.0707684411900118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966276965949423, "mask_rcnn/false_negative": 0.08866257915584234, "mask_rcnn/false_positive": 0.1170010495833809, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9918072666041553, "total_loss": 0.7429656001622789}
{"data_time": 0.015542652923613787, "eta_seconds": 91675.99343173206, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2954289250900731, "fast_rcnn/fg_cls_accuracy": 0.6731964980140163, "iteration": 177679, "loss_box_reg": 0.2073276750743389, "loss_cls": 0.16749593801796436, "loss_mask": 0.2316024824976921, "loss_rpn_cls": 0.032529138843528926, "loss_rpn_loc": 0.07049182755872607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958180189047535, "mask_rcnn/false_negative": 0.08571212505841304, "mask_rcnn/false_positive": 0.11406220701876366, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9792016441933811, "total_loss": 0.717243455350399}
{"data_time": 0.01605601655319333, "eta_seconds": 91656.13294788636, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.25483870967741934, "fast_rcnn/fg_cls_accuracy": 0.7121375040729879, "iteration": 177699, "loss_box_reg": 0.1996730947867036, "loss_cls": 0.1568853436037898, "loss_mask": 0.22738459706306458, "loss_rpn_cls": 0.024545705295167863, "loss_rpn_loc": 0.06145573768299073, "lr": 0.0001, "mask_rcnn/accuracy": 0.903862542590097, "mask_rcnn/false_negative": 0.08185266157040663, "mask_rcnn/false_positive": 0.09723177866673532, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.00520307617262, "total_loss": 0.6802291614585556}
{"data_time": 0.017402898520231247, "eta_seconds": 91713.01378391683, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.288436744560838, "fast_rcnn/fg_cls_accuracy": 0.6880607037335482, "iteration": 177719, "loss_box_reg": 0.189162477850914, "loss_cls": 0.15168050676584244, "loss_mask": 0.22430318407714367, "loss_rpn_cls": 0.025390240480192006, "loss_rpn_loc": 0.06706605351064354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047082082463213, "mask_rcnn/false_negative": 0.07914506907056774, "mask_rcnn/false_positive": 0.11681828623586911, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0144732077606022, "total_loss": 0.6653591457870789}
{"data_time": 0.016430871561169624, "eta_seconds": 91732.29404322803, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.35475343764817446, "fast_rcnn/fg_cls_accuracy": 0.5984086525213557, "iteration": 177739, "loss_box_reg": 0.20303785614669323, "loss_cls": 0.1781336534768343, "loss_mask": 0.2379424385726452, "loss_rpn_cls": 0.03382711409358308, "loss_rpn_loc": 0.0663026561960578, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929783029440856, "mask_rcnn/false_negative": 0.09603086067963013, "mask_rcnn/false_positive": 0.120731284992597, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0001251799985766, "total_loss": 0.7321057892404497}
{"data_time": 0.014461852610111237, "eta_seconds": 91652.66610078514, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3220040832695322, "fast_rcnn/fg_cls_accuracy": 0.6541399743754004, "iteration": 177759, "loss_box_reg": 0.19929510448127985, "loss_cls": 0.16360350418835878, "loss_mask": 0.2291401270776987, "loss_rpn_cls": 0.03449333366006613, "loss_rpn_loc": 0.06925492023583502, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070761084630112, "mask_rcnn/false_negative": 0.08664263393247063, "mask_rcnn/false_positive": 0.10157428749999875, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9789074705913663, "total_loss": 0.7286887642694637}
{"data_time": 0.015760829206556082, "eta_seconds": 91576.69101250358, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27543246917631614, "fast_rcnn/fg_cls_accuracy": 0.6524340412036642, "iteration": 177779, "loss_box_reg": 0.21011275611817837, "loss_cls": 0.1773735610768199, "loss_mask": 0.22948264330625534, "loss_rpn_cls": 0.03547471750061959, "loss_rpn_loc": 0.07723765214905143, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004655433602012, "mask_rcnn/false_negative": 0.08641263878361521, "mask_rcnn/false_positive": 0.1282633343156609, "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": 0.9971127356402576, "total_loss": 0.7631555639673024}
{"data_time": 0.02635497646406293, "eta_seconds": 91511.3902874291, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2648702301301375, "fast_rcnn/fg_cls_accuracy": 0.6832300616436169, "iteration": 177799, "loss_box_reg": 0.20104272291064262, "loss_cls": 0.1789025692269206, "loss_mask": 0.2327323593199253, "loss_rpn_cls": 0.03574915020726621, "loss_rpn_loc": 0.08014199091121554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953593800896487, "mask_rcnn/false_negative": 0.09286463801134734, "mask_rcnn/false_positive": 0.10721254155066562, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.034477376844734, "total_loss": 0.7179129766300321}
{"data_time": 0.016810470260679722, "eta_seconds": 91458.27906038612, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2791762013729977, "fast_rcnn/fg_cls_accuracy": 0.6932253031908631, "iteration": 177819, "loss_box_reg": 0.22697734832763672, "loss_cls": 0.16487629618495703, "loss_mask": 0.23224081750959158, "loss_rpn_cls": 0.031882306560873985, "loss_rpn_loc": 0.06715745758265257, "lr": 0.0001, "mask_rcnn/accuracy": 0.891327989529145, "mask_rcnn/false_negative": 0.09270534799443364, "mask_rcnn/false_positive": 0.10875743729863269, "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": 0.994020102545619, "total_loss": 0.7286942929495126}
{"data_time": 0.014543101191520691, "eta_seconds": 91510.70920944214, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.27974618856996847, "fast_rcnn/fg_cls_accuracy": 0.6826715212197064, "iteration": 177839, "loss_box_reg": 0.18917577899992466, "loss_cls": 0.15162738040089607, "loss_mask": 0.2308317869901657, "loss_rpn_cls": 0.03135003679199144, "loss_rpn_loc": 0.07437650265637785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981690731281681, "mask_rcnn/false_negative": 0.09629867875026848, "mask_rcnn/false_positive": 0.10481327034870451, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9887223122641444, "total_loss": 0.6757338936440647}
{"data_time": 0.01806507771834731, "eta_seconds": 91451.8384065479, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29133642898034473, "fast_rcnn/fg_cls_accuracy": 0.6927711807444867, "iteration": 177859, "loss_box_reg": 0.19040744937956333, "loss_cls": 0.1390007622539997, "loss_mask": 0.24641157500445843, "loss_rpn_cls": 0.027050391247030348, "loss_rpn_loc": 0.07065033144317567, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013608253882563, "mask_rcnn/false_negative": 0.08297882257147238, "mask_rcnn/false_positive": 0.11678534519530895, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9963854062370956, "total_loss": 0.6804017593385652}
{"data_time": 0.022209428250789642, "eta_seconds": 91534.10333048552, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.27471719457013577, "fast_rcnn/fg_cls_accuracy": 0.705759443432787, "iteration": 177879, "loss_box_reg": 0.22198586724698544, "loss_cls": 0.17344790138304234, "loss_mask": 0.23342792317271233, "loss_rpn_cls": 0.029784488840959966, "loss_rpn_loc": 0.07675719549297355, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063360877609759, "mask_rcnn/false_negative": 0.08455025279188053, "mask_rcnn/false_positive": 0.09321608226079561, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0171488132327795, "total_loss": 0.7177845500409603}
{"data_time": 0.0139273083768785, "eta_seconds": 91584.33630061336, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2601899351747191, "fast_rcnn/fg_cls_accuracy": 0.7006349515102677, "iteration": 177899, "loss_box_reg": 0.2111852690577507, "loss_cls": 0.1675691455602646, "loss_mask": 0.23812001943588257, "loss_rpn_cls": 0.030776944127865136, "loss_rpn_loc": 0.0704838550882414, "lr": 0.0001, "mask_rcnn/accuracy": 0.898076666371924, "mask_rcnn/false_negative": 0.08462507568583141, "mask_rcnn/false_positive": 0.10544902851192378, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.016714618075639, "total_loss": 0.7198554804781452}
{"data_time": 0.01715337997302413, "eta_seconds": 91555.54159969091, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3078815200809064, "fast_rcnn/fg_cls_accuracy": 0.6361176650115623, "iteration": 177919, "loss_box_reg": 0.21559902373701334, "loss_cls": 0.18330180551856756, "loss_mask": 0.23482611402869225, "loss_rpn_cls": 0.02994903572835028, "loss_rpn_loc": 0.06935209198854864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984234750212194, "mask_rcnn/false_negative": 0.08451936313284936, "mask_rcnn/false_positive": 0.1175824364161135, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9779360522516072, "total_loss": 0.7329298266558908}
{"data_time": 0.016279728151857853, "eta_seconds": 91544.56025878899, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24695121951219512, "fast_rcnn/fg_cls_accuracy": 0.717709767376187, "iteration": 177939, "loss_box_reg": 0.21931390836834908, "loss_cls": 0.17709639016538858, "loss_mask": 0.2406340017914772, "loss_rpn_cls": 0.0321658116299659, "loss_rpn_loc": 0.07736430421937257, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017870181299967, "mask_rcnn/false_negative": 0.09069155803309287, "mask_rcnn/false_positive": 0.10508856555609833, "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": 1.0013956185430288, "total_loss": 0.7487170989625156}
{"data_time": 0.02279614470899105, "eta_seconds": 91513.55239257216, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.304228540731361, "fast_rcnn/fg_cls_accuracy": 0.6709282397169394, "iteration": 177959, "loss_box_reg": 0.20185705181211233, "loss_cls": 0.1642790986225009, "loss_mask": 0.23144886642694473, "loss_rpn_cls": 0.02964457916095853, "loss_rpn_loc": 0.06191771675366908, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010881555912611, "mask_rcnn/false_negative": 0.09111465355932476, "mask_rcnn/false_positive": 0.10258123535582286, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9899163506925106, "total_loss": 0.6756054984871298}
{"data_time": 0.015059906523674726, "eta_seconds": 91518.00734526478, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.27143302388744184, "fast_rcnn/fg_cls_accuracy": 0.6996504052121404, "iteration": 177979, "loss_box_reg": 0.20203683618456125, "loss_cls": 0.16958648012951016, "loss_mask": 0.2313317023217678, "loss_rpn_cls": 0.02947710081934929, "loss_rpn_loc": 0.06444983778055757, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025581981715523, "mask_rcnn/false_negative": 0.0920515379187623, "mask_rcnn/false_positive": 0.1151703232362406, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0133244674652815, "total_loss": 0.7212202346418053}
{"data_time": 0.015178683679550886, "eta_seconds": 91523.20545911789, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.28415057588075876, "fast_rcnn/fg_cls_accuracy": 0.6749387254901962, "iteration": 177999, "loss_box_reg": 0.2138002160936594, "loss_cls": 0.16568779526278377, "loss_mask": 0.23143848963081837, "loss_rpn_cls": 0.033693080535158515, "loss_rpn_loc": 0.06796737620607018, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879553477368662, "mask_rcnn/false_negative": 0.10029615557762132, "mask_rcnn/false_positive": 0.1163587645635265, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9730783975683153, "total_loss": 0.7135393235366791}
{"data_time": 0.01843497296795249, "eta_seconds": 91530.06754866801, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2497859497409992, "fast_rcnn/fg_cls_accuracy": 0.721338670319791, "iteration": 178019, "loss_box_reg": 0.19657236710190773, "loss_cls": 0.17456562165170908, "loss_mask": 0.22649577260017395, "loss_rpn_cls": 0.028310565161518753, "loss_rpn_loc": 0.07927975850179791, "lr": 0.0001, "mask_rcnn/accuracy": 0.897668143034005, "mask_rcnn/false_negative": 0.08548706262342615, "mask_rcnn/false_positive": 0.11337280423224985, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9972397466190159, "total_loss": 0.7265071828151122}
{"data_time": 0.021166156977415085, "eta_seconds": 91445.12015422806, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3450472132782602, "fast_rcnn/fg_cls_accuracy": 0.626432756728996, "iteration": 178039, "loss_box_reg": 0.22630379162728786, "loss_cls": 0.19149568118155003, "loss_mask": 0.24319922737777233, "loss_rpn_cls": 0.03145207813940942, "loss_rpn_loc": 0.07003803830593824, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031327577996516, "mask_rcnn/false_negative": 0.09537601219583669, "mask_rcnn/false_positive": 0.10769027109243992, "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": 0.9769921153783798, "total_loss": 0.7537705642171204}
{"data_time": 0.022256354801356792, "eta_seconds": 91425.23213331588, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28502439024390247, "fast_rcnn/fg_cls_accuracy": 0.7094913294797688, "iteration": 178059, "loss_box_reg": 0.21723959408700466, "loss_cls": 0.1729656159877777, "loss_mask": 0.2251263614743948, "loss_rpn_cls": 0.033763577754143625, "loss_rpn_loc": 0.08028841204941273, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007436952258381, "mask_rcnn/false_negative": 0.0827760797955571, "mask_rcnn/false_positive": 0.11010786530783426, "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": 0.999006231315434, "total_loss": 0.7467993512982503}
{"data_time": 0.01520351693034172, "eta_seconds": 91405.34411240369, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.26552584277906166, "fast_rcnn/fg_cls_accuracy": 0.7075299274119502, "iteration": 178079, "loss_box_reg": 0.18254936020821333, "loss_cls": 0.14765702560544014, "loss_mask": 0.2213456854224205, "loss_rpn_cls": 0.02649548603221774, "loss_rpn_loc": 0.06780334300128743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973026229722658, "mask_rcnn/false_negative": 0.10273285974329166, "mask_rcnn/false_positive": 0.10694424964909266, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9817738085985184, "total_loss": 0.6449660959187895}
{"data_time": 0.015661468263715506, "eta_seconds": 91442.18285223469, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2749554367201426, "fast_rcnn/fg_cls_accuracy": 0.7020301390689978, "iteration": 178099, "loss_box_reg": 0.24132679775357246, "loss_cls": 0.1916859121993184, "loss_mask": 0.243647875264287, "loss_rpn_cls": 0.03870627738069743, "loss_rpn_loc": 0.09179562842473388, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967622460094732, "mask_rcnn/false_negative": 0.09176071183517927, "mask_rcnn/false_positive": 0.12041477563402353, "roi_head/num_bg_samples": 428.125, "roi_head/num_fg_samples": 83.875, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.9785824646241963, "total_loss": 0.7895348367746919}
{"data_time": 0.019695372320711613, "eta_seconds": 91365.56807057932, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2684262948207171, "fast_rcnn/fg_cls_accuracy": 0.6741327428603872, "iteration": 178119, "loss_box_reg": 0.21428793109953403, "loss_cls": 0.16194388456642628, "loss_mask": 0.23561448790133, "loss_rpn_cls": 0.027239176852162927, "loss_rpn_loc": 0.07048967620357871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937080777496132, "mask_rcnn/false_negative": 0.08527467123444284, "mask_rcnn/false_positive": 0.12335660033484992, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9781018882058561, "total_loss": 0.7158835454611108}
{"data_time": 0.015713843517005444, "eta_seconds": 91367.31947894208, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.30625155048375097, "fast_rcnn/fg_cls_accuracy": 0.6749638962862858, "iteration": 178139, "loss_box_reg": 0.22948461771011353, "loss_cls": 0.18967897538095713, "loss_mask": 0.23421996645629406, "loss_rpn_cls": 0.032461298047564924, "loss_rpn_loc": 0.08812198648229241, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929330783549883, "mask_rcnn/false_negative": 0.09518508082902263, "mask_rcnn/false_positive": 0.10737396550172704, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.0335558946244419, "total_loss": 0.7977746895048767}
{"data_time": 0.01583861792460084, "eta_seconds": 91372.37534210086, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.24486512751818873, "fast_rcnn/fg_cls_accuracy": 0.7408863972331465, "iteration": 178159, "loss_box_reg": 0.2130565494298935, "loss_cls": 0.1598656876012683, "loss_mask": 0.22424199990928173, "loss_rpn_cls": 0.028505198191851377, "loss_rpn_loc": 0.06923622929025441, "lr": 0.0001, "mask_rcnn/accuracy": 0.9189931652167174, "mask_rcnn/false_negative": 0.08512624196561255, "mask_rcnn/false_positive": 0.09133498775272825, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0176160265691578, "total_loss": 0.6987734428839758}
{"data_time": 0.016240885481238365, "eta_seconds": 91410.01085101627, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2733874501784187, "fast_rcnn/fg_cls_accuracy": 0.6805813605034462, "iteration": 178179, "loss_box_reg": 0.20824856869876385, "loss_cls": 0.15436493046581745, "loss_mask": 0.24541617184877396, "loss_rpn_cls": 0.02992555103264749, "loss_rpn_loc": 0.0744216360617429, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022567844407998, "mask_rcnn/false_negative": 0.09052744629538652, "mask_rcnn/false_positive": 0.10454156002330053, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0251764496788383, "total_loss": 0.7151289415487554}
{"data_time": 0.026703381910920143, "eta_seconds": 91435.78992811963, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3123655913978495, "fast_rcnn/fg_cls_accuracy": 0.6432328190743337, "iteration": 178199, "loss_box_reg": 0.19333162903785706, "loss_cls": 0.16591949108988047, "loss_mask": 0.24057183787226677, "loss_rpn_cls": 0.0335261223372072, "loss_rpn_loc": 0.06067904410883784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906702600394997, "mask_rcnn/false_negative": 0.10198101012721258, "mask_rcnn/false_positive": 0.1127619597498587, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0073199234902859, "total_loss": 0.6993495679926127}
{"data_time": 0.019426696002483368, "eta_seconds": 91312.68084601499, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23603988603988604, "fast_rcnn/fg_cls_accuracy": 0.733716646198504, "iteration": 178219, "loss_box_reg": 0.22449214477092028, "loss_cls": 0.1844596453011036, "loss_mask": 0.24161660857498646, "loss_rpn_cls": 0.034883190179243684, "loss_rpn_loc": 0.07629106473177671, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997159591646917, "mask_rcnn/false_negative": 0.09005278682839393, "mask_rcnn/false_positive": 0.11170159169159063, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9903251305222511, "total_loss": 0.7853161385573912}
{"data_time": 0.014126432128250599, "eta_seconds": 91246.17132220417, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.25874894336432797, "fast_rcnn/fg_cls_accuracy": 0.7031739470936303, "iteration": 178239, "loss_box_reg": 0.2238809484988451, "loss_cls": 0.17244588769972324, "loss_mask": 0.2338237352669239, "loss_rpn_cls": 0.029518471797928214, "loss_rpn_loc": 0.07738920673727989, "lr": 0.0001, "mask_rcnn/accuracy": 0.895429361718262, "mask_rcnn/false_negative": 0.10218289720707062, "mask_rcnn/false_positive": 0.10847876546809399, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.980081485118717, "total_loss": 0.7300265500089154}
{"data_time": 0.01602656440809369, "eta_seconds": 91247.96308510937, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2739985163204748, "fast_rcnn/fg_cls_accuracy": 0.6948512019954415, "iteration": 178259, "loss_box_reg": 0.20835432363674045, "loss_cls": 0.17897583171725273, "loss_mask": 0.23090042173862457, "loss_rpn_cls": 0.03468536521540955, "loss_rpn_loc": 0.06461965979542583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994048923250282, "mask_rcnn/false_negative": 0.09492659979317936, "mask_rcnn/false_positive": 0.1181126514710018, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.010429561138153, "total_loss": 0.7446216186508536}
{"data_time": 0.014651149045675993, "eta_seconds": 91196.52381407097, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.28183760683760684, "fast_rcnn/fg_cls_accuracy": 0.6271697227060136, "iteration": 178279, "loss_box_reg": 0.20147777255624533, "loss_cls": 0.16533182375133038, "loss_mask": 0.235413059592247, "loss_rpn_cls": 0.03286787000251934, "loss_rpn_loc": 0.06764487642794847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949062874237563, "mask_rcnn/false_negative": 0.09289587318511393, "mask_rcnn/false_positive": 0.1073310719407377, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9894302072934806, "total_loss": 0.741663713764865}
{"data_time": 0.015547125600278378, "eta_seconds": 91186.50730433874, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.312600450016072, "fast_rcnn/fg_cls_accuracy": 0.6317346073504168, "iteration": 178299, "loss_box_reg": 0.20699540339410305, "loss_cls": 0.17917659226804972, "loss_mask": 0.21565960440784693, "loss_rpn_cls": 0.02858387748710811, "loss_rpn_loc": 0.07831413950771093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986286330830675, "mask_rcnn/false_negative": 0.10514789768834852, "mask_rcnn/false_positive": 0.09896516649252185, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0049800551496446, "total_loss": 0.6931119621731341}
{"data_time": 0.020557797513902187, "eta_seconds": 91129.63383190334, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.27551739926739927, "fast_rcnn/fg_cls_accuracy": 0.6895449053564238, "iteration": 178319, "loss_box_reg": 0.19918753672391176, "loss_cls": 0.1567992907948792, "loss_mask": 0.2326605338603258, "loss_rpn_cls": 0.026771242497488856, "loss_rpn_loc": 0.06057539023458958, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018507971370366, "mask_rcnn/false_negative": 0.09589204611100745, "mask_rcnn/false_positive": 0.0922333702906085, "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": 0.9793601953424513, "total_loss": 0.6848651776090264}
{"data_time": 0.01524451607838273, "eta_seconds": 91109.75389433093, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23357352449578428, "fast_rcnn/fg_cls_accuracy": 0.7289240506329113, "iteration": 178339, "loss_box_reg": 0.21565191261470318, "loss_cls": 0.1723322719335556, "loss_mask": 0.24639308638870716, "loss_rpn_cls": 0.03069099033018574, "loss_rpn_loc": 0.07865983503870666, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020800307856807, "mask_rcnn/false_negative": 0.09061537504895631, "mask_rcnn/false_positive": 0.11180848776046919, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9783892286941409, "total_loss": 0.7218699440127239}
{"data_time": 0.014022358693182468, "eta_seconds": 91111.42968382686, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3055210339899335, "fast_rcnn/fg_cls_accuracy": 0.6671739984289081, "iteration": 178359, "loss_box_reg": 0.21346146520227194, "loss_cls": 0.16186489537358284, "loss_mask": 0.23233015835285187, "loss_rpn_cls": 0.03213298914488405, "loss_rpn_loc": 0.07622859766706824, "lr": 0.0001, "mask_rcnn/accuracy": 0.885581916952128, "mask_rcnn/false_negative": 0.08301271857933562, "mask_rcnn/false_positive": 0.14600531941034234, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9999348623678088, "total_loss": 0.7143047115532681}
{"data_time": 0.022338423877954483, "eta_seconds": 91120.18944765441, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.28209003562560725, "fast_rcnn/fg_cls_accuracy": 0.6830104923325262, "iteration": 178379, "loss_box_reg": 0.20893525891005993, "loss_cls": 0.16661013662815094, "loss_mask": 0.2404760643839836, "loss_rpn_cls": 0.031080021522939205, "loss_rpn_loc": 0.07514888909645379, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016703727971096, "mask_rcnn/false_negative": 0.09594241391266942, "mask_rcnn/false_positive": 0.10586148320203909, "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": 1.0226949388161302, "total_loss": 0.7297072908841074}
{"data_time": 0.024124990683048964, "eta_seconds": 91087.06727456301, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.32352941176470584, "fast_rcnn/fg_cls_accuracy": 0.6400475341651812, "iteration": 178399, "loss_box_reg": 0.2073931721970439, "loss_cls": 0.16992313507944345, "loss_mask": 0.22502009570598602, "loss_rpn_cls": 0.029450583620928228, "loss_rpn_loc": 0.060877794050611556, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013909825293753, "mask_rcnn/false_negative": 0.07514744014400535, "mask_rcnn/false_positive": 0.11387475706995007, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9846982415765524, "total_loss": 0.6918039205484092}
{"data_time": 0.015036906115710735, "eta_seconds": 91055.07227909751, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.25120870810037005, "fast_rcnn/fg_cls_accuracy": 0.7029786810121539, "iteration": 178419, "loss_box_reg": 0.23310542292892933, "loss_cls": 0.18458823952823877, "loss_mask": 0.23605086281895638, "loss_rpn_cls": 0.0327439607353881, "loss_rpn_loc": 0.07291930261999369, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050981885223537, "mask_rcnn/false_negative": 0.08802692454501987, "mask_rcnn/false_positive": 0.10198089125377405, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9721591412089765, "total_loss": 0.7775184920756146}
{"data_time": 0.016674707643687725, "eta_seconds": 91037.43698665872, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3407989724965676, "fast_rcnn/fg_cls_accuracy": 0.6199955932576843, "iteration": 178439, "loss_box_reg": 0.2410818338394165, "loss_cls": 0.18171020038425922, "loss_mask": 0.24033546075224876, "loss_rpn_cls": 0.029360674903728068, "loss_rpn_loc": 0.08997183665633202, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913067517534574, "mask_rcnn/false_negative": 0.10228002030348783, "mask_rcnn/false_positive": 0.1342101274640668, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0337748466990888, "total_loss": 0.7901253580348566}
{"data_time": 0.015599950216710567, "eta_seconds": 91017.55113323219, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.30527777777777776, "fast_rcnn/fg_cls_accuracy": 0.6846355041512694, "iteration": 178459, "loss_box_reg": 0.2113316711038351, "loss_cls": 0.17354872170835733, "loss_mask": 0.23753089271485806, "loss_rpn_cls": 0.03200623253360391, "loss_rpn_loc": 0.06675959494896233, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934281523456737, "mask_rcnn/false_negative": 0.09082445733547787, "mask_rcnn/false_positive": 0.11964297490040933, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0129753295332193, "total_loss": 0.758120269048959}
{"data_time": 0.014914094470441341, "eta_seconds": 91035.62188535929, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.23226773226773229, "fast_rcnn/fg_cls_accuracy": 0.7073679917658711, "iteration": 178479, "loss_box_reg": 0.20659256167709827, "loss_cls": 0.16060505621135235, "loss_mask": 0.21897477470338345, "loss_rpn_cls": 0.029312787228263915, "loss_rpn_loc": 0.06860701716504991, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081584642785686, "mask_rcnn/false_negative": 0.08834840664358201, "mask_rcnn/false_positive": 0.09439471537285438, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.002887297887355, "total_loss": 0.6936718592769466}
{"data_time": 0.015129337087273598, "eta_seconds": 91034.10653094761, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.26881803642367025, "fast_rcnn/fg_cls_accuracy": 0.6919926204342379, "iteration": 178499, "loss_box_reg": 0.22475977800786495, "loss_cls": 0.1715395925566554, "loss_mask": 0.2416748832911253, "loss_rpn_cls": 0.031351604498922825, "loss_rpn_loc": 0.06830400438047945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953714002540598, "mask_rcnn/false_negative": 0.07711613736615697, "mask_rcnn/false_positive": 0.13300954044355723, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.024325417354703, "total_loss": 0.7462327638641}
{"data_time": 0.01815059781074524, "eta_seconds": 91061.07787746936, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2711068211068211, "fast_rcnn/fg_cls_accuracy": 0.6858836841981188, "iteration": 178519, "loss_box_reg": 0.21435182448476553, "loss_cls": 0.17064194008708, "loss_mask": 0.24354179203510284, "loss_rpn_cls": 0.030104344128631055, "loss_rpn_loc": 0.08548890217207372, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030342914614893, "mask_rcnn/false_negative": 0.10060034549033708, "mask_rcnn/false_positive": 0.1008179537611575, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0009187255054712, "total_loss": 0.7740912830922753}
{"data_time": 0.014484682120382786, "eta_seconds": 91086.70586133376, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2661995627111906, "fast_rcnn/fg_cls_accuracy": 0.704653384279476, "iteration": 178539, "loss_box_reg": 0.1942988308146596, "loss_cls": 0.1543211368843913, "loss_mask": 0.23002678714692593, "loss_rpn_cls": 0.03310921089723706, "loss_rpn_loc": 0.07171603199094534, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970922515347602, "mask_rcnn/false_negative": 0.09127462136906805, "mask_rcnn/false_positive": 0.11585677051903004, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9824462309479713, "total_loss": 0.678575829253532}
{"data_time": 0.01942321937531233, "eta_seconds": 91066.78749136627, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.29886130044357895, "fast_rcnn/fg_cls_accuracy": 0.6729038630377524, "iteration": 178559, "loss_box_reg": 0.20757490955293179, "loss_cls": 0.16760240867733955, "loss_mask": 0.23130998201668262, "loss_rpn_cls": 0.032773015554994345, "loss_rpn_loc": 0.08537033863831311, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978770284615614, "mask_rcnn/false_negative": 0.0860079345269775, "mask_rcnn/false_positive": 0.11438327428490133, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9939554939046502, "total_loss": 0.7527909164200537}
{"data_time": 0.014631584286689758, "eta_seconds": 91062.23686591722, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29914198806244263, "fast_rcnn/fg_cls_accuracy": 0.652983714504086, "iteration": 178579, "loss_box_reg": 0.20507252402603626, "loss_cls": 0.16757148690521717, "loss_mask": 0.2390811126679182, "loss_rpn_cls": 0.03285717830294743, "loss_rpn_loc": 0.06242120987735689, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019924247171396, "mask_rcnn/false_negative": 0.08529332912687826, "mask_rcnn/false_positive": 0.12047120416499123, "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": 1.0273659001104534, "total_loss": 0.7117222950328141}
{"data_time": 0.014779296237975359, "eta_seconds": 91061.90582504496, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3036703020134228, "fast_rcnn/fg_cls_accuracy": 0.6741593078226742, "iteration": 178599, "loss_box_reg": 0.19778498820960522, "loss_cls": 0.16701047029346228, "loss_mask": 0.22718487493693829, "loss_rpn_cls": 0.035303996643051505, "loss_rpn_loc": 0.07730498071759939, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952401126922731, "mask_rcnn/false_negative": 0.09138037164312937, "mask_rcnn/false_positive": 0.11506857458739453, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9976336024701595, "total_loss": 0.7247044936520979}
{"data_time": 0.01489504799246788, "eta_seconds": 90988.80985798314, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2672965584453125, "fast_rcnn/fg_cls_accuracy": 0.7226641998149861, "iteration": 178619, "loss_box_reg": 0.2200049702078104, "loss_cls": 0.16997186467051506, "loss_mask": 0.2384789902716875, "loss_rpn_cls": 0.03728305047843605, "loss_rpn_loc": 0.0821163784712553, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924282475238459, "mask_rcnn/false_negative": 0.09698751740071337, "mask_rcnn/false_positive": 0.11064639838228546, "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": 0.9831339023075998, "total_loss": 0.7392375080380589}
{"data_time": 0.019676649011671543, "eta_seconds": 90976.85217395425, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2955736750145603, "fast_rcnn/fg_cls_accuracy": 0.6821145889548479, "iteration": 178639, "loss_box_reg": 0.18963715620338917, "loss_cls": 0.16918477695435286, "loss_mask": 0.21778318658471107, "loss_rpn_cls": 0.035934652434661984, "loss_rpn_loc": 0.07746533141471446, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963843335898871, "mask_rcnn/false_negative": 0.09882740977731624, "mask_rcnn/false_positive": 0.11721789275245256, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9834161484614015, "total_loss": 0.7226644980255514}
{"data_time": 0.015147095080465078, "eta_seconds": 90956.93605044857, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.24998602180598267, "fast_rcnn/fg_cls_accuracy": 0.688962165914613, "iteration": 178659, "loss_box_reg": 0.21076995693147182, "loss_cls": 0.17138794669881463, "loss_mask": 0.24465391039848328, "loss_rpn_cls": 0.032016097742598504, "loss_rpn_loc": 0.07255025627091527, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024703232297795, "mask_rcnn/false_negative": 0.07863310170981105, "mask_rcnn/false_positive": 0.12264129616542938, "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": 0.9921024446375668, "total_loss": 0.7096724705770612}
{"data_time": 0.013822684064507484, "eta_seconds": 90956.32008282468, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6590752242926157, "iteration": 178679, "loss_box_reg": 0.21404052339494228, "loss_cls": 0.16840591607615352, "loss_mask": 0.22974041663110256, "loss_rpn_cls": 0.03475715726381168, "loss_rpn_loc": 0.08892624825239182, "lr": 0.0001, "mask_rcnn/accuracy": 0.895524759695188, "mask_rcnn/false_negative": 0.09295147244502716, "mask_rcnn/false_positive": 0.12214047748221016, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9867606549523771, "total_loss": 0.7233059641439468}
{"data_time": 0.01847295928746462, "eta_seconds": 90936.39973239042, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27181354987660217, "fast_rcnn/fg_cls_accuracy": 0.7161054056205716, "iteration": 178699, "loss_box_reg": 0.2064317874610424, "loss_cls": 0.17481217440217733, "loss_mask": 0.24350294284522533, "loss_rpn_cls": 0.036062037223018706, "loss_rpn_loc": 0.08225437346845865, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993944551896407, "mask_rcnn/false_negative": 0.09036028461993302, "mask_rcnn/false_positive": 0.11911345958778793, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0098722917027771, "total_loss": 0.7404200870660134}
{"data_time": 0.017761321272701025, "eta_seconds": 90889.23794962466, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30930308058581635, "fast_rcnn/fg_cls_accuracy": 0.6776447105788423, "iteration": 178719, "loss_box_reg": 0.2163212625309825, "loss_cls": 0.15242049098014832, "loss_mask": 0.23298266157507896, "loss_rpn_cls": 0.034636556170880795, "loss_rpn_loc": 0.07231384364422411, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934692230765546, "mask_rcnn/false_negative": 0.09474180288683243, "mask_rcnn/false_positive": 0.10506369172147802, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.986985411029309, "total_loss": 0.7062505811918527}
{"data_time": 0.02627324452623725, "eta_seconds": 90904.25862941891, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2425101973838436, "fast_rcnn/fg_cls_accuracy": 0.7338806445293369, "iteration": 178739, "loss_box_reg": 0.21552066411823034, "loss_cls": 0.1853128056973219, "loss_mask": 0.24236477352678776, "loss_rpn_cls": 0.03379244255484082, "loss_rpn_loc": 0.07786741061136127, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950747730284774, "mask_rcnn/false_negative": 0.08088133157593126, "mask_rcnn/false_positive": 0.11405104695768549, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0129236741922796, "total_loss": 0.7755950762657449}
{"data_time": 0.021062090527266264, "eta_seconds": 91061.96444347501, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2900836320191159, "fast_rcnn/fg_cls_accuracy": 0.6761327607079033, "iteration": 178759, "loss_box_reg": 0.222546873614192, "loss_cls": 0.16376207303255796, "loss_mask": 0.23762869462370872, "loss_rpn_cls": 0.02778070780914277, "loss_rpn_loc": 0.07121470069978386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973636627600042, "mask_rcnn/false_negative": 0.08791217591651072, "mask_rcnn/false_positive": 0.11517748420213075, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0142027167603374, "total_loss": 0.7162902771960944}
{"data_time": 0.01298254169523716, "eta_seconds": 91079.19313758612, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2544432595752244, "fast_rcnn/fg_cls_accuracy": 0.7129902458849828, "iteration": 178779, "loss_box_reg": 0.2263135425746441, "loss_cls": 0.1696541290730238, "loss_mask": 0.23851961828768253, "loss_rpn_cls": 0.030614144925493747, "loss_rpn_loc": 0.06567263603210449, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063176611217233, "mask_rcnn/false_negative": 0.08980536549588608, "mask_rcnn/false_positive": 0.113693872710907, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.020630156621337, "total_loss": 0.7258703582920134}
{"data_time": 0.014023407828062773, "eta_seconds": 91041.77263453603, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2865889392677585, "fast_rcnn/fg_cls_accuracy": 0.6984671794447661, "iteration": 178799, "loss_box_reg": 0.2029041489586234, "loss_cls": 0.17237391229718924, "loss_mask": 0.2379690743982792, "loss_rpn_cls": 0.02570934034883976, "loss_rpn_loc": 0.08720108075067401, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017593619257904, "mask_rcnn/false_negative": 0.09151445285180379, "mask_rcnn/false_positive": 0.12186539721678608, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0217570099048316, "total_loss": 0.7406036691972986}
{"data_time": 0.015036930330097675, "eta_seconds": 91002.08152078092, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2915853963490873, "fast_rcnn/fg_cls_accuracy": 0.6571036276918629, "iteration": 178819, "loss_box_reg": 0.20197528786957264, "loss_cls": 0.1673132609575987, "loss_mask": 0.23140994645655155, "loss_rpn_cls": 0.027653097175061703, "loss_rpn_loc": 0.085299166967161, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012425100854295, "mask_rcnn/false_negative": 0.09143838751062881, "mask_rcnn/false_positive": 0.10054219703410996, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.995013240724802, "total_loss": 0.6900518659967929}
{"data_time": 0.018677502404898405, "eta_seconds": 91019.28575336933, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3063613384689456, "fast_rcnn/fg_cls_accuracy": 0.6508574681562656, "iteration": 178839, "loss_box_reg": 0.21554504334926605, "loss_cls": 0.1796089056879282, "loss_mask": 0.23588267527520657, "loss_rpn_cls": 0.03023517318069935, "loss_rpn_loc": 0.06306318938732147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869211364762011, "mask_rcnn/false_negative": 0.09270774566410132, "mask_rcnn/false_positive": 0.12754329376414886, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9963638721965253, "total_loss": 0.7450361349619925}
{"data_time": 0.015284041408449411, "eta_seconds": 90999.31662529707, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2852002503128911, "fast_rcnn/fg_cls_accuracy": 0.6936504945831371, "iteration": 178859, "loss_box_reg": 0.21347437798976898, "loss_cls": 0.16775001911446452, "loss_mask": 0.22805184312164783, "loss_rpn_cls": 0.03586774566792883, "loss_rpn_loc": 0.07826151372864842, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018986383752107, "mask_rcnn/false_negative": 0.07258142025968409, "mask_rcnn/false_positive": 0.09975515738142482, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9991351878270507, "total_loss": 0.746762573486194}
{"data_time": 0.021173983346670866, "eta_seconds": 90903.88653639704, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2850396265334926, "fast_rcnn/fg_cls_accuracy": 0.675324056423942, "iteration": 178879, "loss_box_reg": 0.2014183346182108, "loss_cls": 0.1684130122885108, "loss_mask": 0.22121218033134937, "loss_rpn_cls": 0.030761043075472116, "loss_rpn_loc": 0.05670408275909722, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072950968780846, "mask_rcnn/false_negative": 0.08011160889493026, "mask_rcnn/false_positive": 0.10524736949822433, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9716470576822758, "total_loss": 0.6924953162670135}
{"data_time": 0.016699315514415503, "eta_seconds": 90828.78909879364, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.29381531122217175, "fast_rcnn/fg_cls_accuracy": 0.6524545356137692, "iteration": 178899, "loss_box_reg": 0.22955223266035318, "loss_cls": 0.18819449841976166, "loss_mask": 0.2367408722639084, "loss_rpn_cls": 0.03440903569571674, "loss_rpn_loc": 0.07904871669597924, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018069769501067, "mask_rcnn/false_negative": 0.09040930121101394, "mask_rcnn/false_positive": 0.10239501083176863, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0126181901432574, "total_loss": 0.7662585851503536}
{"data_time": 0.017255271319299936, "eta_seconds": 90881.3885702379, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.25315126050420167, "fast_rcnn/fg_cls_accuracy": 0.7013869582676922, "iteration": 178919, "loss_box_reg": 0.21342935226857662, "loss_cls": 0.16651310957968235, "loss_mask": 0.23263468407094479, "loss_rpn_cls": 0.029891826445236802, "loss_rpn_loc": 0.07945245876908302, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016338791477843, "mask_rcnn/false_negative": 0.09022464380843472, "mask_rcnn/false_positive": 0.11782520271299995, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0113256894983351, "total_loss": 0.739938395563513}
{"data_time": 0.017583382315933704, "eta_seconds": 90861.43218276091, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23007602153943618, "fast_rcnn/fg_cls_accuracy": 0.7224315224315225, "iteration": 178939, "loss_box_reg": 0.22394145652651787, "loss_cls": 0.1715165413916111, "loss_mask": 0.22962736897170544, "loss_rpn_cls": 0.03018537152092904, "loss_rpn_loc": 0.06554823648184538, "lr": 0.0001, "mask_rcnn/accuracy": 0.904781042278985, "mask_rcnn/false_negative": 0.07783529825423713, "mask_rcnn/false_positive": 0.10189109281143884, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0003041978925467, "total_loss": 0.7415587472496554}
{"data_time": 0.01887407712638378, "eta_seconds": 90882.05022640526, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2801942311883946, "fast_rcnn/fg_cls_accuracy": 0.6677120628852935, "iteration": 178959, "loss_box_reg": 0.22180395014584064, "loss_cls": 0.18776611611247063, "loss_mask": 0.24387503787875175, "loss_rpn_cls": 0.032910083420574665, "loss_rpn_loc": 0.06759128300473094, "lr": 0.0001, "mask_rcnn/accuracy": 0.8835581656824469, "mask_rcnn/false_negative": 0.10688662234075866, "mask_rcnn/false_positive": 0.12219831317555102, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.023057117126882, "total_loss": 0.7498965538106859}
{"data_time": 0.01576154213398695, "eta_seconds": 90754.26785216667, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2325015216068168, "fast_rcnn/fg_cls_accuracy": 0.7228260869565217, "iteration": 178979, "loss_box_reg": 0.21008955873548985, "loss_cls": 0.17359674256294966, "loss_mask": 0.2222362570464611, "loss_rpn_cls": 0.03027622844092548, "loss_rpn_loc": 0.07582308643031865, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076838354389375, "mask_rcnn/false_negative": 0.09289107355920818, "mask_rcnn/false_positive": 0.10535787230672501, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9811659744009376, "total_loss": 0.7176535979378968}
{"data_time": 0.019657751079648733, "eta_seconds": 90801.56302032992, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24625779625779626, "fast_rcnn/fg_cls_accuracy": 0.7191742755061532, "iteration": 178999, "loss_box_reg": 0.19930961821228266, "loss_cls": 0.1715550422668457, "loss_mask": 0.239084979519248, "loss_rpn_cls": 0.03349227993749082, "loss_rpn_loc": 0.08163299283478409, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990327875820752, "mask_rcnn/false_negative": 0.08921558317884085, "mask_rcnn/false_positive": 0.10445253776085603, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0004799547605217, "total_loss": 0.7383225722005591}
{"data_time": 0.02243988076224923, "eta_seconds": 90714.38463184051, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2995119044240756, "fast_rcnn/fg_cls_accuracy": 0.6347972612958227, "iteration": 179019, "loss_box_reg": 0.22777923475950956, "loss_cls": 0.19018706306815147, "loss_mask": 0.23497428372502327, "loss_rpn_cls": 0.03527983115054667, "loss_rpn_loc": 0.07879784214310348, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930562506330548, "mask_rcnn/false_negative": 0.09135315354941015, "mask_rcnn/false_positive": 0.11656440876430864, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.984952291008085, "total_loss": 0.766465209191665}
{"data_time": 0.030293223448097706, "eta_seconds": 90761.65024537593, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.262987012987013, "fast_rcnn/fg_cls_accuracy": 0.7005928853754941, "iteration": 179039, "loss_box_reg": 0.20726950885728002, "loss_cls": 0.16294878534972668, "loss_mask": 0.2261793538928032, "loss_rpn_cls": 0.028822041698731482, "loss_rpn_loc": 0.06732775922864676, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905318270046587, "mask_rcnn/false_negative": 0.08609899967880183, "mask_rcnn/false_positive": 0.11115807852456921, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9880284271202981, "total_loss": 0.7156062894500792}
{"data_time": 0.017953014001250267, "eta_seconds": 90762.54983000457, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27297297297297296, "fast_rcnn/fg_cls_accuracy": 0.686787285624495, "iteration": 179059, "loss_box_reg": 0.21541115827858448, "loss_cls": 0.16836420726031065, "loss_mask": 0.23080123774707317, "loss_rpn_cls": 0.02876379113877192, "loss_rpn_loc": 0.07205340825021267, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063931621463583, "mask_rcnn/false_negative": 0.08562374412874676, "mask_rcnn/false_positive": 0.09343206374296083, "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": 1.0150069440715015, "total_loss": 0.7309998346609063}
{"data_time": 0.014292039442807436, "eta_seconds": 90742.58885577321, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.27796808565575887, "fast_rcnn/fg_cls_accuracy": 0.7028792912513844, "iteration": 179079, "loss_box_reg": 0.2131742276251316, "loss_cls": 0.1818953799083829, "loss_mask": 0.23067163303494453, "loss_rpn_cls": 0.029215518501587212, "loss_rpn_loc": 0.07010020548477769, "lr": 0.0001, "mask_rcnn/accuracy": 0.9129320069736437, "mask_rcnn/false_negative": 0.0872084156488798, "mask_rcnn/false_positive": 0.09497650014838595, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9764729971066117, "total_loss": 0.7470178621879313}
{"data_time": 0.01298795361071825, "eta_seconds": 90701.78108294494, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.28261626287942077, "fast_rcnn/fg_cls_accuracy": 0.6928110034525004, "iteration": 179099, "loss_box_reg": 0.22911870665848255, "loss_cls": 0.17987598851323128, "loss_mask": 0.23854735307395458, "loss_rpn_cls": 0.03971438537701033, "loss_rpn_loc": 0.08801762643270195, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942992922169848, "mask_rcnn/false_negative": 0.0918929504498629, "mask_rcnn/false_positive": 0.11230601182676356, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9736437080428004, "total_loss": 0.8023858107626438}
{"data_time": 0.014745328575372696, "eta_seconds": 90681.82469546795, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.291565112412018, "fast_rcnn/fg_cls_accuracy": 0.6873320161620476, "iteration": 179119, "loss_box_reg": 0.19902650360018015, "loss_cls": 0.17380080372095108, "loss_mask": 0.23038078844547272, "loss_rpn_cls": 0.03151941768010147, "loss_rpn_loc": 0.07637177081778646, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995579727848615, "mask_rcnn/false_negative": 0.0912888818447228, "mask_rcnn/false_positive": 0.10260665207699662, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9585334635339677, "total_loss": 0.707273693755269}
{"data_time": 0.015537568368017673, "eta_seconds": 90566.82887051255, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26075404858299595, "fast_rcnn/fg_cls_accuracy": 0.69565329218107, "iteration": 179139, "loss_box_reg": 0.18857092503458261, "loss_cls": 0.16343996208161116, "loss_mask": 0.22910376638174057, "loss_rpn_cls": 0.025505173718556762, "loss_rpn_loc": 0.05951773887500167, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064078556954697, "mask_rcnn/false_negative": 0.08185338362544767, "mask_rcnn/false_positive": 0.10944431746417999, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9710882580839097, "total_loss": 0.6737097824225202}
{"data_time": 0.013473826460540295, "eta_seconds": 90509.64880401269, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3106560559006211, "fast_rcnn/fg_cls_accuracy": 0.6257434894437895, "iteration": 179159, "loss_box_reg": 0.2077577905729413, "loss_cls": 0.16466256231069565, "loss_mask": 0.23714227974414825, "loss_rpn_cls": 0.028601507714483887, "loss_rpn_loc": 0.07037184201180935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909622394264571, "mask_rcnn/false_negative": 0.10307429000222051, "mask_rcnn/false_positive": 0.11513181587432603, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9920371314510703, "total_loss": 0.721210204588715}
{"data_time": 0.023650489281862974, "eta_seconds": 90504.11857213825, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2707439525330899, "fast_rcnn/fg_cls_accuracy": 0.6704572367962776, "iteration": 179179, "loss_box_reg": 0.2297355718910694, "loss_cls": 0.1744066309183836, "loss_mask": 0.23804497718811035, "loss_rpn_cls": 0.028231169213540852, "loss_rpn_loc": 0.06840297731105238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984691754413578, "mask_rcnn/false_negative": 0.08571760488278204, "mask_rcnn/false_positive": 0.10926659628019694, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.027663515880704, "total_loss": 0.7626232521142811}
{"data_time": 0.024940256029367447, "eta_seconds": 90484.18813422322, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27595154847642667, "fast_rcnn/fg_cls_accuracy": 0.6683673469387754, "iteration": 179199, "loss_box_reg": 0.21717127785086632, "loss_cls": 0.1767650470137596, "loss_mask": 0.22609809786081314, "loss_rpn_cls": 0.03354958270210773, "loss_rpn_loc": 0.07467777328565717, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991489627277809, "mask_rcnn/false_negative": 0.08584325121243112, "mask_rcnn/false_positive": 0.11410875202899656, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.000611497554928, "total_loss": 0.7358320152852684}
{"data_time": 0.013256380334496498, "eta_seconds": 90473.42369271442, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.33452002542911635, "fast_rcnn/fg_cls_accuracy": 0.6483310999288957, "iteration": 179219, "loss_box_reg": 0.22219150699675083, "loss_cls": 0.17630488239228725, "loss_mask": 0.22815882414579391, "loss_rpn_cls": 0.028947180602699518, "loss_rpn_loc": 0.06379704864230007, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943527066251721, "mask_rcnn/false_negative": 0.09240728830235712, "mask_rcnn/false_positive": 0.12335504459233756, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9772852389141917, "total_loss": 0.7423754271585494}
{"data_time": 0.019634210504591465, "eta_seconds": 90489.80130193755, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2626177024482109, "fast_rcnn/fg_cls_accuracy": 0.699515716374269, "iteration": 179239, "loss_box_reg": 0.20246845670044422, "loss_cls": 0.16177540738135576, "loss_mask": 0.23529420047998428, "loss_rpn_cls": 0.02631390991155058, "loss_rpn_loc": 0.06613613967783749, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069413530841013, "mask_rcnn/false_negative": 0.0813598652194118, "mask_rcnn/false_positive": 0.10378874706604352, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0029224599711597, "total_loss": 0.688467810396105}
{"data_time": 0.016331713180989027, "eta_seconds": 90447.21606548876, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25127986348122866, "fast_rcnn/fg_cls_accuracy": 0.7146433795061516, "iteration": 179259, "loss_box_reg": 0.2306280042976141, "loss_cls": 0.18438491690903902, "loss_mask": 0.23807306587696075, "loss_rpn_cls": 0.03148609399795532, "loss_rpn_loc": 0.06906640972010791, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018357457451844, "mask_rcnn/false_negative": 0.08928119810853327, "mask_rcnn/false_positive": 0.09981431097322077, "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": 1.0114630977623165, "total_loss": 0.7628989351214841}
{"data_time": 0.024304050486534834, "eta_seconds": 90438.20307344198, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3260119696925027, "fast_rcnn/fg_cls_accuracy": 0.6322890614716334, "iteration": 179279, "loss_box_reg": 0.2222325848415494, "loss_cls": 0.17571475729346275, "loss_mask": 0.23906130902469158, "loss_rpn_cls": 0.039588317507877946, "loss_rpn_loc": 0.07692543440498412, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935160823012658, "mask_rcnn/false_negative": 0.09006020395851341, "mask_rcnn/false_positive": 0.12070540652634143, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0276854573749006, "total_loss": 0.7636146035511047}
{"data_time": 0.015957463067024946, "eta_seconds": 90429.97992602177, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2644752079166228, "fast_rcnn/fg_cls_accuracy": 0.6968634686346864, "iteration": 179299, "loss_box_reg": 0.20798290334641933, "loss_cls": 0.164816084317863, "loss_mask": 0.23874904960393906, "loss_rpn_cls": 0.03187941899523139, "loss_rpn_loc": 0.07045083586126566, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050171235507012, "mask_rcnn/false_negative": 0.08117488485278576, "mask_rcnn/false_positive": 0.10322304872698497, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0065093063749373, "total_loss": 0.7135736532509327}
{"data_time": 0.013390617445111275, "eta_seconds": 90503.05716499686, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30090371915189434, "fast_rcnn/fg_cls_accuracy": 0.6609655794039773, "iteration": 179319, "loss_box_reg": 0.22184624150395393, "loss_cls": 0.18746322579681873, "loss_mask": 0.23537876084446907, "loss_rpn_cls": 0.033003505785018206, "loss_rpn_loc": 0.08277689659735188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993568645535635, "mask_rcnn/false_negative": 0.0976279409948961, "mask_rcnn/false_positive": 0.10292290043227492, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0170002919621766, "total_loss": 0.7674933660309762}
{"data_time": 0.019722952973097563, "eta_seconds": 90462.304433221, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.3105747794901619, "fast_rcnn/fg_cls_accuracy": 0.6512531328320803, "iteration": 179339, "loss_box_reg": 0.2190950745716691, "loss_cls": 0.18231738545000553, "loss_mask": 0.23125102370977402, "loss_rpn_cls": 0.028389460931066424, "loss_rpn_loc": 0.07270481425803155, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038202628641703, "mask_rcnn/false_negative": 0.0964048344801196, "mask_rcnn/false_positive": 0.10939534324056041, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9806780125945807, "total_loss": 0.7618015087209642}
{"data_time": 0.0128459925763309, "eta_seconds": 90442.348045744, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3134581166164796, "fast_rcnn/fg_cls_accuracy": 0.6538850810326052, "iteration": 179359, "loss_box_reg": 0.19791155215352774, "loss_cls": 0.1677848258987069, "loss_mask": 0.23122773319482803, "loss_rpn_cls": 0.0281645959476009, "loss_rpn_loc": 0.06508323550224304, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968510558137845, "mask_rcnn/false_negative": 0.09816021086049498, "mask_rcnn/false_positive": 0.10953962447306315, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0037409751676023, "total_loss": 0.6995053817809094}
{"data_time": 0.011630116496235132, "eta_seconds": 90389.34061523527, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2772727272727273, "fast_rcnn/fg_cls_accuracy": 0.6747462606837606, "iteration": 179379, "loss_box_reg": 0.21416136994957924, "loss_cls": 0.18175378907471895, "loss_mask": 0.23725957423448563, "loss_rpn_cls": 0.03272259992081672, "loss_rpn_loc": 0.0810610904591158, "lr": 0.0001, "mask_rcnn/accuracy": 0.895280792280395, "mask_rcnn/false_negative": 0.08454143097750955, "mask_rcnn/false_positive": 0.1129149346858315, "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": 1.021584034897387, "total_loss": 0.7372953791636974}
{"data_time": 0.01625241059809923, "eta_seconds": 90402.43527079001, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.24618630314832848, "fast_rcnn/fg_cls_accuracy": 0.7353185308155219, "iteration": 179399, "loss_box_reg": 0.19187242444604635, "loss_cls": 0.14867292949929833, "loss_mask": 0.21927130408585072, "loss_rpn_cls": 0.02501377009321004, "loss_rpn_loc": 0.0635590854799375, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111667575967137, "mask_rcnn/false_negative": 0.07293223536273752, "mask_rcnn/false_positive": 0.0909913887087507, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9957914403639734, "total_loss": 0.6566002895706333}
{"data_time": 0.015609152615070343, "eta_seconds": 90457.97627482563, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2325635742765028, "fast_rcnn/fg_cls_accuracy": 0.7402706879595373, "iteration": 179419, "loss_box_reg": 0.18499669805169106, "loss_cls": 0.1536023197695613, "loss_mask": 0.22732201404869556, "loss_rpn_cls": 0.03517178550828248, "loss_rpn_loc": 0.05322130070999265, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048243619328382, "mask_rcnn/false_negative": 0.08411014659946364, "mask_rcnn/false_positive": 0.09088377113091367, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0012303753755987, "total_loss": 0.6519230880076066}
{"data_time": 0.020576540380716324, "eta_seconds": 90362.52249583602, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.28802083333333334, "fast_rcnn/fg_cls_accuracy": 0.6782954545454545, "iteration": 179439, "loss_box_reg": 0.1982796061784029, "loss_cls": 0.1570206619799137, "loss_mask": 0.25203618966042995, "loss_rpn_cls": 0.032343177823349833, "loss_rpn_loc": 0.07076896028593183, "lr": 0.0001, "mask_rcnn/accuracy": 0.9050636909593384, "mask_rcnn/false_negative": 0.08946858846119687, "mask_rcnn/false_positive": 0.09723473432610288, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9885056396014988, "total_loss": 0.710448577767238}
{"data_time": 0.019931454211473465, "eta_seconds": 90271.39619364403, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2579066996763809, "fast_rcnn/fg_cls_accuracy": 0.7058518518518518, "iteration": 179459, "loss_box_reg": 0.21594241866841912, "loss_cls": 0.17824397701770067, "loss_mask": 0.23422988690435886, "loss_rpn_cls": 0.03568668395746499, "loss_rpn_loc": 0.07013580302009359, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956223098465783, "mask_rcnn/false_negative": 0.09256608376862083, "mask_rcnn/false_positive": 0.12528548063127343, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9921102463267744, "total_loss": 0.7323572549503297}
{"data_time": 0.014806674793362617, "eta_seconds": 90289.595149979, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24367047818961868, "fast_rcnn/fg_cls_accuracy": 0.7259478171205509, "iteration": 179479, "loss_box_reg": 0.1972003923729062, "loss_cls": 0.1520441947504878, "loss_mask": 0.23906026035547256, "loss_rpn_cls": 0.02977567247580737, "loss_rpn_loc": 0.061497817980125546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932898507574595, "mask_rcnn/false_negative": 0.09952052033693862, "mask_rcnn/false_positive": 0.11090204033103751, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0257791257463396, "total_loss": 0.6756177995703183}
{"data_time": 0.013578725513070822, "eta_seconds": 90269.64605692774, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29461753210496927, "fast_rcnn/fg_cls_accuracy": 0.6872727272727273, "iteration": 179499, "loss_box_reg": 0.209928872063756, "loss_cls": 0.16789338551461697, "loss_mask": 0.21886420249938965, "loss_rpn_cls": 0.03110656066564843, "loss_rpn_loc": 0.06805883051129058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932891817388062, "mask_rcnn/false_negative": 0.10313478224865524, "mask_rcnn/false_positive": 0.10233581858602281, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0063664480112493, "total_loss": 0.7100781839108095}
{"data_time": 0.015601590275764465, "eta_seconds": 90215.84437776357, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2816938178780284, "fast_rcnn/fg_cls_accuracy": 0.6967189314750291, "iteration": 179519, "loss_box_reg": 0.20588714629411697, "loss_cls": 0.1646548779681325, "loss_mask": 0.2290398832410574, "loss_rpn_cls": 0.03502843878231943, "loss_rpn_loc": 0.07617764140013605, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079069827457458, "mask_rcnn/false_negative": 0.07841954381696287, "mask_rcnn/false_positive": 0.09568331951816239, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9894182281568646, "total_loss": 0.7207810193067417}
{"data_time": 0.017729443963617086, "eta_seconds": 90262.74055845104, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27687809266756636, "fast_rcnn/fg_cls_accuracy": 0.7189298706082792, "iteration": 179539, "loss_box_reg": 0.2018921971321106, "loss_cls": 0.16668144706636667, "loss_mask": 0.22783199325203896, "loss_rpn_cls": 0.02917045506183058, "loss_rpn_loc": 0.053187885554507375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985874667081637, "mask_rcnn/false_negative": 0.09320618891664925, "mask_rcnn/false_positive": 0.11314017615130492, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0064903479069471, "total_loss": 0.6909947521635331}
{"data_time": 0.013126971200108528, "eta_seconds": 90250.24612791836, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2665811965811966, "fast_rcnn/fg_cls_accuracy": 0.7100885225885225, "iteration": 179559, "loss_box_reg": 0.21142523549497128, "loss_cls": 0.1605040691792965, "loss_mask": 0.24084296077489853, "loss_rpn_cls": 0.02794351812917739, "loss_rpn_loc": 0.06748176401015371, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071370459130934, "mask_rcnn/false_negative": 0.08262783163075971, "mask_rcnn/false_positive": 0.11120425761442948, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0034149480052292, "total_loss": 0.7416309725667816}
{"data_time": 0.013254841789603233, "eta_seconds": 90222.82778349705, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24573511166253104, "fast_rcnn/fg_cls_accuracy": 0.7122828784119106, "iteration": 179579, "loss_box_reg": 0.2062674704939127, "loss_cls": 0.1706071742810309, "loss_mask": 0.23072666116058826, "loss_rpn_cls": 0.030919563432689756, "loss_rpn_loc": 0.0671414090320468, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028729561255071, "mask_rcnn/false_negative": 0.09433751650892602, "mask_rcnn/false_positive": 0.10958560783574409, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9916963595896959, "total_loss": 0.6912549288244918}
{"data_time": 0.01989594427868724, "eta_seconds": 90217.16977506876, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.29922752260115154, "fast_rcnn/fg_cls_accuracy": 0.6594732462646069, "iteration": 179599, "loss_box_reg": 0.2078955052420497, "loss_cls": 0.16820259299129248, "loss_mask": 0.23629286512732506, "loss_rpn_cls": 0.029546884237788618, "loss_rpn_loc": 0.07186949555762112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915574253895107, "mask_rcnn/false_negative": 0.09682008904798944, "mask_rcnn/false_positive": 0.12643990600535174, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0088665848597884, "total_loss": 0.7515128420200199}
{"data_time": 0.025649007875472307, "eta_seconds": 90334.3416122999, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3022419273883219, "fast_rcnn/fg_cls_accuracy": 0.6726612903225806, "iteration": 179619, "loss_box_reg": 0.22046732157468796, "loss_cls": 0.1873707566410303, "loss_mask": 0.2533957492560148, "loss_rpn_cls": 0.03257708577439189, "loss_rpn_loc": 0.08119102939963341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886482768510631, "mask_rcnn/false_negative": 0.09064775623744027, "mask_rcnn/false_positive": 0.12389303607782036, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0079894261434674, "total_loss": 0.7969505881192163}
{"data_time": 0.018361215945333242, "eta_seconds": 90456.1283718422, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3103197480449462, "fast_rcnn/fg_cls_accuracy": 0.6789973869624084, "iteration": 179639, "loss_box_reg": 0.20948775485157967, "loss_cls": 0.18300177669152617, "loss_mask": 0.24088040925562382, "loss_rpn_cls": 0.03384249238297343, "loss_rpn_loc": 0.07106063887476921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996457560626434, "mask_rcnn/false_negative": 0.07773207396229329, "mask_rcnn/false_positive": 0.10640665426967418, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0046577155590057, "total_loss": 0.7386230792617425}
{"data_time": 0.01317572733387351, "eta_seconds": 90394.39455937594, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27885052765647744, "fast_rcnn/fg_cls_accuracy": 0.6767098498173454, "iteration": 179659, "loss_box_reg": 0.21292457217350602, "loss_cls": 0.16388205252587795, "loss_mask": 0.22930308431386948, "loss_rpn_cls": 0.03167831531027332, "loss_rpn_loc": 0.07178208418190479, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914389469928186, "mask_rcnn/false_negative": 0.08892642345823522, "mask_rcnn/false_positive": 0.11788595614067013, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9925299729220569, "total_loss": 0.7226797637995332}
{"data_time": 0.01409599743783474, "eta_seconds": 90316.66597846895, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29582181866035007, "fast_rcnn/fg_cls_accuracy": 0.6967592592592593, "iteration": 179679, "loss_box_reg": 0.2129963031038642, "loss_cls": 0.17651449982076883, "loss_mask": 0.2357193175703287, "loss_rpn_cls": 0.02929645124822855, "loss_rpn_loc": 0.07413148263003677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978046379122974, "mask_rcnn/false_negative": 0.09172531558396256, "mask_rcnn/false_positive": 0.11128746528874325, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9841370219364762, "total_loss": 0.7432831460610032}
{"data_time": 0.01740756956860423, "eta_seconds": 90296.66671673767, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2824418430511182, "fast_rcnn/fg_cls_accuracy": 0.6996637658227849, "iteration": 179699, "loss_box_reg": 0.20255624363198876, "loss_cls": 0.16313843987882137, "loss_mask": 0.2326755579560995, "loss_rpn_cls": 0.028531611314974725, "loss_rpn_loc": 0.060882675694301724, "lr": 0.0001, "mask_rcnn/accuracy": 0.9113643644685241, "mask_rcnn/false_negative": 0.08572839666777131, "mask_rcnn/false_positive": 0.10725032573455477, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0202050427906215, "total_loss": 0.692208381020464}
{"data_time": 0.02244170755147934, "eta_seconds": 90276.66745500639, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3126286008230453, "fast_rcnn/fg_cls_accuracy": 0.6451729314625556, "iteration": 179719, "loss_box_reg": 0.23181953467428684, "loss_cls": 0.18669784534722567, "loss_mask": 0.24348565377295017, "loss_rpn_cls": 0.030657682480523363, "loss_rpn_loc": 0.09224023390561342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938410466573692, "mask_rcnn/false_negative": 0.10651138763400106, "mask_rcnn/false_positive": 0.11418590606296838, "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": 0.9813642939552665, "total_loss": 0.7688367823138833}
{"data_time": 0.013941360171884298, "eta_seconds": 90153.4213993419, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24685637108792846, "fast_rcnn/fg_cls_accuracy": 0.7192453216075263, "iteration": 179739, "loss_box_reg": 0.20992595329880714, "loss_cls": 0.1726272189989686, "loss_mask": 0.23167327232658863, "loss_rpn_cls": 0.02862127253320068, "loss_rpn_loc": 0.05937478761188686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982735081188966, "mask_rcnn/false_negative": 0.08456275842716729, "mask_rcnn/false_positive": 0.10517901968805174, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.991258685477078, "total_loss": 0.6857733695069328}
{"data_time": 0.02357707964256406, "eta_seconds": 90133.44501525164, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.29491324275658864, "fast_rcnn/fg_cls_accuracy": 0.6916310758592639, "iteration": 179759, "loss_box_reg": 0.23120378516614437, "loss_cls": 0.18942203279584646, "loss_mask": 0.23152628354728222, "loss_rpn_cls": 0.030241220723837614, "loss_rpn_loc": 0.07701786980032921, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020894901676517, "mask_rcnn/false_negative": 0.0872526937683412, "mask_rcnn/false_positive": 0.11209325032658704, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0260658208280802, "total_loss": 0.7567510134540498}
{"data_time": 0.016970671713352203, "eta_seconds": 90050.86782591417, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2589497392128971, "fast_rcnn/fg_cls_accuracy": 0.7236708021286576, "iteration": 179779, "loss_box_reg": 0.1933450773358345, "loss_cls": 0.16629685647785664, "loss_mask": 0.23565798625349998, "loss_rpn_cls": 0.028967096004635096, "loss_rpn_loc": 0.05978135543409735, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079838090834511, "mask_rcnn/false_negative": 0.07662626416789471, "mask_rcnn/false_positive": 0.1030571508008028, "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": 0.9984078039415181, "total_loss": 0.6702055188361555}
{"data_time": 0.015974344685673714, "eta_seconds": 89975.51852725446, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2866404428904429, "fast_rcnn/fg_cls_accuracy": 0.6925542406311637, "iteration": 179799, "loss_box_reg": 0.2246033176779747, "loss_cls": 0.18024018965661526, "loss_mask": 0.23041089437901974, "loss_rpn_cls": 0.042453841073438525, "loss_rpn_loc": 0.09229599358513951, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041673674964491, "mask_rcnn/false_negative": 0.0863373036806299, "mask_rcnn/false_positive": 0.10099555369794107, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9857179205864668, "total_loss": 0.765976588241756}
{"data_time": 0.01622283924371004, "eta_seconds": 90010.94281246886, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24959366411536982, "fast_rcnn/fg_cls_accuracy": 0.7067241682802323, "iteration": 179819, "loss_box_reg": 0.20567147061228752, "loss_cls": 0.16614292468875647, "loss_mask": 0.22874541021883488, "loss_rpn_cls": 0.029904029332101345, "loss_rpn_loc": 0.06426252890378237, "lr": 0.0001, "mask_rcnn/accuracy": 0.896000438734899, "mask_rcnn/false_negative": 0.09018353999325587, "mask_rcnn/false_positive": 0.12020387853588972, "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": 1.0015360033139586, "total_loss": 0.6980887298705056}
{"data_time": 0.01528877206146717, "eta_seconds": 89975.32291065902, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2630622009569378, "fast_rcnn/fg_cls_accuracy": 0.6939097379488839, "iteration": 179839, "loss_box_reg": 0.19598754029721022, "loss_cls": 0.15692756604403257, "loss_mask": 0.23326369188725948, "loss_rpn_cls": 0.031037399312481284, "loss_rpn_loc": 0.06826591840945184, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073446092601484, "mask_rcnn/false_negative": 0.08652622409867608, "mask_rcnn/false_positive": 0.10389284590020506, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9836109927855432, "total_loss": 0.6919293844839558}
{"data_time": 0.015289376024156809, "eta_seconds": 89995.482841786, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2517542668296437, "fast_rcnn/fg_cls_accuracy": 0.7307534807534808, "iteration": 179859, "loss_box_reg": 0.19407366588711739, "loss_cls": 0.16451807133853436, "loss_mask": 0.24237294495105743, "loss_rpn_cls": 0.029092304757796228, "loss_rpn_loc": 0.05378099693916738, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977068016570354, "mask_rcnn/false_negative": 0.09249860800625576, "mask_rcnn/false_positive": 0.11234604993011864, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.00426583038643, "total_loss": 0.7278425930999219}
{"data_time": 0.025696134194731712, "eta_seconds": 90052.50546019524, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3018742734311597, "fast_rcnn/fg_cls_accuracy": 0.6546159649205525, "iteration": 179879, "loss_box_reg": 0.22450231201946735, "loss_cls": 0.18353079073131084, "loss_mask": 0.24057807214558125, "loss_rpn_cls": 0.03311389638110995, "loss_rpn_loc": 0.07871653884649277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8830500397216067, "mask_rcnn/false_negative": 0.1002501968261116, "mask_rcnn/false_positive": 0.12208405449477819, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0019948929548264, "total_loss": 0.7827187712537125}
{"data_time": 0.013642658945173025, "eta_seconds": 90022.73015510291, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.27760578694614757, "fast_rcnn/fg_cls_accuracy": 0.6930725947790795, "iteration": 179899, "loss_box_reg": 0.203236254863441, "loss_cls": 0.16418027132749557, "loss_mask": 0.2505654916167259, "loss_rpn_cls": 0.02637186663923785, "loss_rpn_loc": 0.06136799487285316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960010323777605, "mask_rcnn/false_negative": 0.09160476976664479, "mask_rcnn/false_positive": 0.11450429792221645, "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": 0.9923337777145207, "total_loss": 0.6898650783114135}
{"data_time": 0.01614288194105029, "eta_seconds": 89895.48677675426, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3107499195365304, "fast_rcnn/fg_cls_accuracy": 0.657739224722147, "iteration": 179919, "loss_box_reg": 0.187638271600008, "loss_cls": 0.14675668254494667, "loss_mask": 0.23535850457847118, "loss_rpn_cls": 0.030560268322005868, "loss_rpn_loc": 0.05528489942662418, "lr": 0.0001, "mask_rcnn/accuracy": 0.9110092765004504, "mask_rcnn/false_negative": 0.08327945373727247, "mask_rcnn/false_positive": 0.10744187819546142, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9656557166017592, "total_loss": 0.6869368152692914}
{"data_time": 0.022856027353554964, "eta_seconds": 89953.6575584393, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3088219458353524, "fast_rcnn/fg_cls_accuracy": 0.6412837162837163, "iteration": 179939, "loss_box_reg": 0.21546852681785822, "loss_cls": 0.17190488427877426, "loss_mask": 0.2473592422902584, "loss_rpn_cls": 0.035392435267567635, "loss_rpn_loc": 0.07364499429240823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894895798893931, "mask_rcnn/false_negative": 0.0959982615600308, "mask_rcnn/false_positive": 0.12140524860201242, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.031192358583212, "total_loss": 0.7439006488421}
{"data_time": 0.014090004377067089, "eta_seconds": 89895.64316701144, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3105042016806723, "fast_rcnn/fg_cls_accuracy": 0.6720616340181558, "iteration": 179959, "loss_box_reg": 0.20466482266783714, "loss_cls": 0.1756328921765089, "loss_mask": 0.236545673571527, "loss_rpn_cls": 0.029464662889949977, "loss_rpn_loc": 0.06885145092383027, "lr": 0.0001, "mask_rcnn/accuracy": 0.89583758794257, "mask_rcnn/false_negative": 0.08808773917686118, "mask_rcnn/false_positive": 0.12753785936018758, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9992575533688068, "total_loss": 0.7453723561484367}
{"data_time": 0.014885526616126299, "eta_seconds": 89835.6096763257, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26705627247725827, "fast_rcnn/fg_cls_accuracy": 0.7240356716163168, "iteration": 179979, "loss_box_reg": 0.22431779466569424, "loss_cls": 0.17886660061776638, "loss_mask": 0.22808034904301167, "loss_rpn_cls": 0.03412774996832013, "loss_rpn_loc": 0.08360038325190544, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026934523809524, "mask_rcnn/false_negative": 0.09330734078239053, "mask_rcnn/false_positive": 0.1047892265157612, "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": 0.9658583765849471, "total_loss": 0.7669689735630527}
{"bbox/AP": 42.04032378055921, "bbox/AP-airplane": 65.26763043884331, "bbox/AP-apple": 18.747746355195567, "bbox/AP-backpack": 16.619756931614756, "bbox/AP-banana": 24.812625967623937, "bbox/AP-baseball bat": 33.90435863274241, "bbox/AP-baseball glove": 40.3748124513759, "bbox/AP-bear": 72.91442014849483, "bbox/AP-bed": 45.66829725854705, "bbox/AP-bench": 25.26418972258535, "bbox/AP-bicycle": 33.15250045282392, "bbox/AP-bird": 37.407112793634994, "bbox/AP-boat": 27.222020199705327, "bbox/AP-book": 15.605537850322959, "bbox/AP-bottle": 39.807184211035114, "bbox/AP-bowl": 42.86550541935834, "bbox/AP-broccoli": 24.489606640888866, "bbox/AP-bus": 64.44697867922483, "bbox/AP-cake": 37.68990947918562, "bbox/AP-car": 45.49141905456047, "bbox/AP-carrot": 22.563555225608177, "bbox/AP-cat": 62.95669329602431, "bbox/AP-cell phone": 35.82474829718303, "bbox/AP-chair": 28.69056720396396, "bbox/AP-clock": 51.212476179218655, "bbox/AP-couch": 42.71712787913256, "bbox/AP-cow": 51.92843662908319, "bbox/AP-cup": 42.885132534239865, "bbox/AP-dining table": 26.892534589956043, "bbox/AP-dog": 63.42170891299174, "bbox/AP-donut": 50.98509403083518, "bbox/AP-elephant": 63.27815677179869, "bbox/AP-fire hydrant": 68.33771384863466, "bbox/AP-fork": 35.253508545679544, "bbox/AP-frisbee": 68.16477036461897, "bbox/AP-giraffe": 66.91689962263618, "bbox/AP-hair drier": 4.174229608027225, "bbox/AP-handbag": 15.567893947692488, "bbox/AP-horse": 57.01359882797207, "bbox/AP-hot dog": 32.6563991827738, "bbox/AP-keyboard": 49.40945552917056, "bbox/AP-kite": 43.75351367461124, "bbox/AP-knife": 20.783346335783914, "bbox/AP-laptop": 59.28759176926172, "bbox/AP-microwave": 54.97422754347257, "bbox/AP-motorcycle": 44.907253494077096, "bbox/AP-mouse": 62.042311458833254, "bbox/AP-orange": 30.14664377115219, "bbox/AP-oven": 34.664150222847425, "bbox/AP-parking meter": 46.675793153088605, "bbox/AP-person": 55.708069444374416, "bbox/AP-pizza": 51.113346418944396, "bbox/AP-potted plant": 27.821079696436563, "bbox/AP-refrigerator": 51.95079816249629, "bbox/AP-remote": 34.453388641624876, "bbox/AP-sandwich": 30.22121053880828, "bbox/AP-scissors": 23.626739691314533, "bbox/AP-sheep": 53.74833900868524, "bbox/AP-sink": 35.52538783274023, "bbox/AP-skateboard": 53.22588206371002, "bbox/AP-skis": 26.053448630502864, "bbox/AP-snowboard": 40.31780697153773, "bbox/AP-spoon": 15.712505718158894, "bbox/AP-sports ball": 49.476717382466795, "bbox/AP-stop sign": 63.2608519479831, "bbox/AP-suitcase": 38.29614866538342, "bbox/AP-surfboard": 39.76620869737453, "bbox/AP-teddy bear": 48.53965492779361, "bbox/AP-tennis racket": 49.46043750249281, "bbox/AP-tie": 32.93001463041947, "bbox/AP-toaster": 42.67946659530818, "bbox/AP-toilet": 58.34801418881881, "bbox/AP-toothbrush": 29.793956565344086, "bbox/AP-traffic light": 29.160038236044706, "bbox/AP-train": 63.34428380357541, "bbox/AP-truck": 35.32483026802916, "bbox/AP-tv": 53.83946576198898, "bbox/AP-umbrella": 39.88787991755978, "bbox/AP-vase": 37.71272203490965, "bbox/AP-wine glass": 35.30711368059891, "bbox/AP-zebra": 66.78294968117856, "bbox/AP50": 64.06982502408269, "bbox/AP75": 46.12048564052646, "bbox/APl": 52.55152183377555, "bbox/APm": 45.60636848740126, "bbox/APs": 27.369036282600597, "data_time": 0.020194326993077993, "eta_seconds": 89831.28025196493, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2537878787878788, "fast_rcnn/fg_cls_accuracy": 0.7423058712121212, "iteration": 179999, "loss_box_reg": 0.21886246651411057, "loss_cls": 0.18547552824020386, "loss_mask": 0.24126478470861912, "loss_rpn_cls": 0.03740361286327243, "loss_rpn_loc": 0.06814001058228314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920285120186467, "mask_rcnn/false_negative": 0.09983041726091818, "mask_rcnn/false_positive": 0.11228560848469057, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "segm/AP": 38.99717335813928, "segm/AP-airplane": 53.347987967979, "segm/AP-apple": 18.925874919740306, "segm/AP-backpack": 16.685432359057337, "segm/AP-banana": 20.32519417631848, "segm/AP-baseball bat": 28.44996145797281, "segm/AP-baseball glove": 44.63067220502135, "segm/AP-bear": 72.9854657048365, "segm/AP-bed": 36.56061571557891, "segm/AP-bench": 19.262829315215953, "segm/AP-bicycle": 20.960256337289547, "segm/AP-bird": 33.046537771172616, "segm/AP-boat": 24.316456521219138, "segm/AP-book": 11.304584190261055, "segm/AP-bottle": 38.69378301524711, "segm/AP-bowl": 40.65818894005947, "segm/AP-broccoli": 23.73042367493864, "segm/AP-bus": 64.92467699655484, "segm/AP-cake": 38.700891967074234, "segm/AP-car": 43.16837045347271, "segm/AP-carrot": 21.195990252331395, "segm/AP-cat": 65.14186860113344, "segm/AP-cell phone": 36.28868985684348, "segm/AP-chair": 20.763923241677137, "segm/AP-clock": 52.375229987134155, "segm/AP-couch": 38.47595085274971, "segm/AP-cow": 44.83410591760719, "segm/AP-cup": 43.45917242087481, "segm/AP-dining table": 16.35117074419319, "segm/AP-dog": 61.81951486331584, "segm/AP-donut": 52.54575864123964, "segm/AP-elephant": 58.06770512154393, "segm/AP-fire hydrant": 68.21701238606246, "segm/AP-fork": 17.78907485576023, "segm/AP-frisbee": 67.17764849353127, "segm/AP-giraffe": 53.51790167707474, "segm/AP-hair drier": 2.2189046243897246, "segm/AP-handbag": 16.07911198045197, "segm/AP-horse": 41.88680728972562, "segm/AP-hot dog": 26.53557429037725, "segm/AP-keyboard": 49.15365671321422, "segm/AP-kite": 33.733378525383664, "segm/AP-knife": 14.12388606640189, "segm/AP-laptop": 60.49804785522505, "segm/AP-microwave": 58.30307045784438, "segm/AP-motorcycle": 35.03298158841221, "segm/AP-mouse": 63.092645972075076, "segm/AP-orange": 30.736637791511534, "segm/AP-oven": 31.55942962564517, "segm/AP-parking meter": 48.85553100356318, "segm/AP-person": 49.133298691874074, "segm/AP-pizza": 50.75946203577414, "segm/AP-potted plant": 24.466529802363546, "segm/AP-refrigerator": 54.676181009253256, "segm/AP-remote": 33.34851926408187, "segm/AP-sandwich": 32.490770563816255, "segm/AP-scissors": 20.21093144651677, "segm/AP-sheep": 49.486412186282486, "segm/AP-sink": 35.64453191634823, "segm/AP-skateboard": 34.51421059735883, "segm/AP-skis": 3.737791346412003, "segm/AP-snowboard": 22.89197872545549, "segm/AP-spoon": 11.01867897893165, "segm/AP-sports ball": 49.67947444448983, "segm/AP-stop sign": 65.02157485815047, "segm/AP-suitcase": 42.61901043974067, "segm/AP-surfboard": 34.05752253282702, "segm/AP-teddy bear": 48.422355984722095, "segm/AP-tennis racket": 56.910843672720986, "segm/AP-tie": 32.1817109828539, "segm/AP-toaster": 47.16570778699492, "segm/AP-toilet": 58.687991028123264, "segm/AP-toothbrush": 19.866549676771122, "segm/AP-traffic light": 29.06218445072891, "segm/AP-train": 63.13749714568334, "segm/AP-truck": 36.39736370218223, "segm/AP-tv": 57.09845216691159, "segm/AP-umbrella": 47.31776632204735, "segm/AP-vase": 37.348470325515926, "segm/AP-wine glass": 32.08903581296437, "segm/AP-zebra": 59.82247536694164, "segm/AP50": 61.43796628058891, "segm/AP75": 42.14507780434521, "segm/APl": 54.31127127376468, "segm/APm": 41.73367130515081, "segm/APs": 21.667656672070095, "time": 1.0042649055831134, "total_loss": 0.7466875279787928}
{"data_time": 0.01614783750846982, "eta_seconds": 89811.31774524227, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.22843340234644582, "fast_rcnn/fg_cls_accuracy": 0.7155322808526322, "iteration": 180019, "loss_box_reg": 0.2375754527747631, "loss_cls": 0.1832092497497797, "loss_mask": 0.23864004760980606, "loss_rpn_cls": 0.03774249437265098, "loss_rpn_loc": 0.07340507820481434, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021858079323626, "mask_rcnn/false_negative": 0.09681973385972642, "mask_rcnn/false_positive": 0.10709432679140293, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9853827180340886, "total_loss": 0.7847208179300651}
{"data_time": 0.015917689073830843, "eta_seconds": 89791.35523851961, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2687984642023639, "fast_rcnn/fg_cls_accuracy": 0.6850408462386238, "iteration": 180039, "loss_box_reg": 0.214034179225564, "loss_cls": 0.16726158373057842, "loss_mask": 0.23639757931232452, "loss_rpn_cls": 0.035756822559051216, "loss_rpn_loc": 0.07184382504783571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926915578642551, "mask_rcnn/false_negative": 0.10736689138242128, "mask_rcnn/false_positive": 0.11436507514577199, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9695148691534996, "total_loss": 0.7438850940670818}
{"data_time": 0.013680473435670137, "eta_seconds": 89663.92154996283, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2506468797564688, "fast_rcnn/fg_cls_accuracy": 0.7127488923970057, "iteration": 180059, "loss_box_reg": 0.18834727257490158, "loss_cls": 0.15084570087492466, "loss_mask": 0.2169944830238819, "loss_rpn_cls": 0.031044335628394037, "loss_rpn_loc": 0.06354486430063844, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029368648218291, "mask_rcnn/false_negative": 0.08811291746805909, "mask_rcnn/false_positive": 0.09601399205670688, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9769733813591301, "total_loss": 0.6867238108534366}
{"data_time": 0.023652680683881044, "eta_seconds": 89735.81450894475, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3046202667814114, "fast_rcnn/fg_cls_accuracy": 0.6571673983584654, "iteration": 180079, "loss_box_reg": 0.19901829306036234, "loss_cls": 0.16905071679502726, "loss_mask": 0.2202498335391283, "loss_rpn_cls": 0.030585181171773, "loss_rpn_loc": 0.06493002153001726, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065881898358121, "mask_rcnn/false_negative": 0.0868321880219785, "mask_rcnn/false_positive": 0.10193562584408598, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0853324215859175, "total_loss": 0.6791699082241394}
{"data_time": 0.012640620581805706, "eta_seconds": 89755.86762232706, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3389185072353389, "fast_rcnn/fg_cls_accuracy": 0.6432036419722374, "iteration": 180099, "loss_box_reg": 0.20514835976064205, "loss_cls": 0.15499150101095438, "loss_mask": 0.21919176168739796, "loss_rpn_cls": 0.024622387951239944, "loss_rpn_loc": 0.06618611852172762, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974669502488601, "mask_rcnn/false_negative": 0.09746726707271804, "mask_rcnn/false_positive": 0.10045344237458947, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9883578103035688, "total_loss": 0.6601732681738213}
{"data_time": 0.012982073705643415, "eta_seconds": 89802.9188273102, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2641428571428571, "fast_rcnn/fg_cls_accuracy": 0.6936626588298418, "iteration": 180119, "loss_box_reg": 0.2116339160129428, "loss_cls": 0.17015098221600056, "loss_mask": 0.2326774876564741, "loss_rpn_cls": 0.0294400384882465, "loss_rpn_loc": 0.06941714882850647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948983886483886, "mask_rcnn/false_negative": 0.09953451187790158, "mask_rcnn/false_positive": 0.10718420584853797, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0040617221966386, "total_loss": 0.7311248265905306}
{"data_time": 0.016656446270644665, "eta_seconds": 89798.20957576856, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.269477985648941, "fast_rcnn/fg_cls_accuracy": 0.6989268967796576, "iteration": 180139, "loss_box_reg": 0.20067349262535572, "loss_cls": 0.17734332755208015, "loss_mask": 0.23765195906162262, "loss_rpn_cls": 0.03209993778727949, "loss_rpn_loc": 0.07285652266000398, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032512737569367, "mask_rcnn/false_negative": 0.07583669914245121, "mask_rcnn/false_positive": 0.11895419172433873, "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": 0.9957638988271356, "total_loss": 0.739042503759265}
{"data_time": 0.01712436368688941, "eta_seconds": 89791.82401563972, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3028815156474731, "fast_rcnn/fg_cls_accuracy": 0.6504462316332418, "iteration": 180159, "loss_box_reg": 0.18857347406446934, "loss_cls": 0.1583780199289322, "loss_mask": 0.22697210870683193, "loss_rpn_cls": 0.036308943876065314, "loss_rpn_loc": 0.07242374843917787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913044646830279, "mask_rcnn/false_negative": 0.09556706000045836, "mask_rcnn/false_positive": 0.11154020300704812, "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": 1.0056369891390204, "total_loss": 0.6929990027565509}
{"data_time": 0.013069428503513336, "eta_seconds": 89752.28683185764, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.280400558743582, "fast_rcnn/fg_cls_accuracy": 0.6676083688298672, "iteration": 180179, "loss_box_reg": 0.2041336502879858, "loss_cls": 0.16963783279061317, "loss_mask": 0.2290448546409607, "loss_rpn_cls": 0.03328832017723471, "loss_rpn_loc": 0.07407373993191868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912891541777239, "mask_rcnn/false_negative": 0.08652765900965337, "mask_rcnn/false_positive": 0.1276096574128095, "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": 0.9905216190963984, "total_loss": 0.7299967034487054}
{"data_time": 0.0160294771194458, "eta_seconds": 89737.7342757769, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.28179042701417917, "fast_rcnn/fg_cls_accuracy": 0.7004715177774946, "iteration": 180199, "loss_box_reg": 0.18876789417117834, "loss_cls": 0.16389647591859102, "loss_mask": 0.23921621218323708, "loss_rpn_cls": 0.0314758998574689, "loss_rpn_loc": 0.06768019078299403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965016568359425, "mask_rcnn/false_negative": 0.10831263253862164, "mask_rcnn/false_positive": 0.1097332197009491, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.00610554497689, "total_loss": 0.6852913686307147}
{"data_time": 0.019244933035224676, "eta_seconds": 89739.20415904373, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28622178879910837, "fast_rcnn/fg_cls_accuracy": 0.6847502842648474, "iteration": 180219, "loss_box_reg": 0.21351375710219145, "loss_cls": 0.1823584297671914, "loss_mask": 0.23977663554251194, "loss_rpn_cls": 0.030735456268303096, "loss_rpn_loc": 0.07524463697336614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950198685243328, "mask_rcnn/false_negative": 0.0827084255477199, "mask_rcnn/false_positive": 0.12633003751723268, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.024710291530937, "total_loss": 0.7502352220471948}
{"data_time": 0.022707664873450994, "eta_seconds": 89711.86691500247, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3016934046345811, "fast_rcnn/fg_cls_accuracy": 0.6800301801551594, "iteration": 180239, "loss_box_reg": 0.2237415248528123, "loss_cls": 0.18267604894936085, "loss_mask": 0.23724987730383873, "loss_rpn_cls": 0.037333923391997814, "loss_rpn_loc": 0.08690010337159038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995779504165546, "mask_rcnn/false_negative": 0.09901271128150742, "mask_rcnn/false_positive": 0.10613465164479988, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9777417243458331, "total_loss": 0.7755057801259682}
{"data_time": 0.014141120947897434, "eta_seconds": 89651.24038397335, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.27783275606135577, "fast_rcnn/fg_cls_accuracy": 0.7076529770740558, "iteration": 180259, "loss_box_reg": 0.18679558765143156, "loss_cls": 0.16085530165582895, "loss_mask": 0.23059476725757122, "loss_rpn_cls": 0.03046669194009155, "loss_rpn_loc": 0.06437420099973679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951564769671082, "mask_rcnn/false_negative": 0.0877179392725875, "mask_rcnn/false_positive": 0.1188596466260765, "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": 0.966235616710037, "total_loss": 0.6607112947385758}
{"data_time": 0.01407154742628336, "eta_seconds": 89643.05604346097, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30681308830121024, "fast_rcnn/fg_cls_accuracy": 0.6671842650103519, "iteration": 180279, "loss_box_reg": 0.20160225220024586, "loss_cls": 0.16791777685284615, "loss_mask": 0.23597185965627432, "loss_rpn_cls": 0.028915723552927375, "loss_rpn_loc": 0.0670687734382227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911885090241947, "mask_rcnn/false_negative": 0.0949134579096598, "mask_rcnn/false_positive": 0.1246872689519633, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0078937700018287, "total_loss": 0.6933062165917363}
{"data_time": 0.013570771086961031, "eta_seconds": 89611.27994698472, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.26310474097534176, "fast_rcnn/fg_cls_accuracy": 0.7155329602716225, "iteration": 180299, "loss_box_reg": 0.23050461895763874, "loss_cls": 0.18051620852202177, "loss_mask": 0.24356457963585854, "loss_rpn_cls": 0.03883810306433588, "loss_rpn_loc": 0.09113242384046316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943710769703609, "mask_rcnn/false_negative": 0.09318824736357958, "mask_rcnn/false_positive": 0.11310249643081333, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9955913121812046, "total_loss": 0.7776677918154746}
{"data_time": 0.015590970870107412, "eta_seconds": 89511.88014440238, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.2929351114834986, "fast_rcnn/fg_cls_accuracy": 0.6380776988511795, "iteration": 180319, "loss_box_reg": 0.2038315963000059, "loss_cls": 0.16840835195034742, "loss_mask": 0.2360572386533022, "loss_rpn_cls": 0.031294719607103616, "loss_rpn_loc": 0.06334098079241812, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962919301281856, "mask_rcnn/false_negative": 0.09405603651448186, "mask_rcnn/false_positive": 0.10369982794748936, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9965622196905315, "total_loss": 0.6951618741732091}
{"data_time": 0.013866008259356022, "eta_seconds": 89512.25167849101, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3196647808943572, "fast_rcnn/fg_cls_accuracy": 0.6320649388681455, "iteration": 180339, "loss_box_reg": 0.19325596326962113, "loss_cls": 0.16516334377229214, "loss_mask": 0.2215123102068901, "loss_rpn_cls": 0.030084483325481415, "loss_rpn_loc": 0.0678337540011853, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909804135749928, "mask_rcnn/false_negative": 0.08956414360673833, "mask_rcnn/false_positive": 0.11442978100212794, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9928592848591506, "total_loss": 0.6816039544064552}
{"data_time": 0.016689076088368893, "eta_seconds": 89492.28463595733, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30133783185264307, "fast_rcnn/fg_cls_accuracy": 0.6669955204778157, "iteration": 180359, "loss_box_reg": 0.20516680018045008, "loss_cls": 0.1796315424144268, "loss_mask": 0.2247900851070881, "loss_rpn_cls": 0.03129105002153665, "loss_rpn_loc": 0.06010117777623236, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000552509524743, "mask_rcnn/false_negative": 0.09363604005328766, "mask_rcnn/false_positive": 0.10641245535807452, "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": 1.010195605456829, "total_loss": 0.7205618016887456}
{"data_time": 0.014839058741927147, "eta_seconds": 89506.26820321195, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.30476539471352865, "fast_rcnn/fg_cls_accuracy": 0.6779140643766515, "iteration": 180379, "loss_box_reg": 0.20294679515063763, "loss_cls": 0.17861852794885635, "loss_mask": 0.23879294283688068, "loss_rpn_cls": 0.027880889363586903, "loss_rpn_loc": 0.06807999080047011, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000448643965053, "mask_rcnn/false_negative": 0.08469571296997919, "mask_rcnn/false_positive": 0.12171877428747269, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.024258241057396, "total_loss": 0.728173075709492}
{"data_time": 0.015796870924532413, "eta_seconds": 89515.69454073906, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2918564126394052, "fast_rcnn/fg_cls_accuracy": 0.6777594130452309, "iteration": 180399, "loss_box_reg": 0.20328298211097717, "loss_cls": 0.17261142190545797, "loss_mask": 0.23950912989676, "loss_rpn_cls": 0.032264409121125937, "loss_rpn_loc": 0.08685938036069274, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866867977440576, "mask_rcnn/false_negative": 0.09795990611217754, "mask_rcnn/false_positive": 0.1141107966719006, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0084182643331587, "total_loss": 0.7199219395406544}
{"data_time": 0.016415803227573633, "eta_seconds": 89483.49326075055, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2639184121904034, "fast_rcnn/fg_cls_accuracy": 0.7254054312259667, "iteration": 180419, "loss_box_reg": 0.20492321997880936, "loss_cls": 0.17199329659342766, "loss_mask": 0.23575975745916367, "loss_rpn_cls": 0.028715668246150017, "loss_rpn_loc": 0.061474241490941495, "lr": 0.0001, "mask_rcnn/accuracy": 0.9122625968596079, "mask_rcnn/false_negative": 0.0788418127823823, "mask_rcnn/false_positive": 0.08834285358399357, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9955674791708589, "total_loss": 0.7166717446525581}
{"data_time": 0.01708211423829198, "eta_seconds": 89492.48283969238, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27423469387755106, "fast_rcnn/fg_cls_accuracy": 0.6972114972114972, "iteration": 180439, "loss_box_reg": 0.22085468843579292, "loss_cls": 0.17321985866874456, "loss_mask": 0.24193238466978073, "loss_rpn_cls": 0.03316522517707199, "loss_rpn_loc": 0.0762675404548645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983281828991759, "mask_rcnn/false_negative": 0.08773449229977978, "mask_rcnn/false_positive": 0.11732069634948272, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0067358543165028, "total_loss": 0.7460983993951231}
{"data_time": 0.01762274419888854, "eta_seconds": 89484.53460318036, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2614025258184681, "fast_rcnn/fg_cls_accuracy": 0.7385974741815319, "iteration": 180459, "loss_box_reg": 0.20738271158188581, "loss_cls": 0.1721017062664032, "loss_mask": 0.24178122356534004, "loss_rpn_cls": 0.033839481067843735, "loss_rpn_loc": 0.07576740742661059, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985273789511001, "mask_rcnn/false_negative": 0.10169637771471236, "mask_rcnn/false_positive": 0.10502349308562219, "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": 1.0075816879980266, "total_loss": 0.7213440897176042}
{"data_time": 0.02021361095830798, "eta_seconds": 89452.51299474388, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.26671035386631714, "fast_rcnn/fg_cls_accuracy": 0.7161676244245052, "iteration": 180479, "loss_box_reg": 0.22031513415277004, "loss_cls": 0.17914858274161816, "loss_mask": 0.23392282612621784, "loss_rpn_cls": 0.032563343876972795, "loss_rpn_loc": 0.06648038642015308, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046601863412504, "mask_rcnn/false_negative": 0.09255430340356152, "mask_rcnn/false_positive": 0.1059189031565733, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9997583120130002, "total_loss": 0.7203498935559765}
{"data_time": 0.018615939188748598, "eta_seconds": 89365.71017676033, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2822785458269329, "fast_rcnn/fg_cls_accuracy": 0.6839047619047619, "iteration": 180499, "loss_box_reg": 0.22553172707557678, "loss_cls": 0.18283838964998722, "loss_mask": 0.2307288534939289, "loss_rpn_cls": 0.03513485565781593, "loss_rpn_loc": 0.07120059709995985, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969814320961043, "mask_rcnn/false_negative": 0.09154094281688346, "mask_rcnn/false_positive": 0.11875726166040347, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9824652527458966, "total_loss": 0.7396102806087583}
{"data_time": 0.017826920375227928, "eta_seconds": 89366.44586948678, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.25294877313818337, "fast_rcnn/fg_cls_accuracy": 0.6908754143107818, "iteration": 180519, "loss_box_reg": 0.20500523224473, "loss_cls": 0.17316600866615772, "loss_mask": 0.24022644199430943, "loss_rpn_cls": 0.02685902896337211, "loss_rpn_loc": 0.06904100440442562, "lr": 0.0001, "mask_rcnn/accuracy": 0.896467571934097, "mask_rcnn/false_negative": 0.08460274044384652, "mask_rcnn/false_positive": 0.12809859852838393, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0070084109902382, "total_loss": 0.7129415117669851}
{"data_time": 0.015452844556421041, "eta_seconds": 89325.77019455843, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27254759344759977, "fast_rcnn/fg_cls_accuracy": 0.6845394515194394, "iteration": 180539, "loss_box_reg": 0.20802962873131037, "loss_cls": 0.1649927208200097, "loss_mask": 0.24559017084538937, "loss_rpn_cls": 0.04232666827738285, "loss_rpn_loc": 0.08992290101014078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970995297545197, "mask_rcnn/false_negative": 0.08205592681046674, "mask_rcnn/false_positive": 0.1123218049953415, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0017279838211834, "total_loss": 0.7290698185097426}
{"data_time": 0.01516871340572834, "eta_seconds": 89248.1899510324, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27922667192740186, "fast_rcnn/fg_cls_accuracy": 0.6699232879189776, "iteration": 180559, "loss_box_reg": 0.22306389547884464, "loss_cls": 0.17012107372283936, "loss_mask": 0.2446013018488884, "loss_rpn_cls": 0.031752819661051035, "loss_rpn_loc": 0.06262620550114661, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867188367955056, "mask_rcnn/false_negative": 0.0959321964259709, "mask_rcnn/false_positive": 0.12555515072904008, "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": 0.9716337551362813, "total_loss": 0.742397953174077}
{"data_time": 0.015607025474309921, "eta_seconds": 89204.62786458433, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.25253206154468394, "fast_rcnn/fg_cls_accuracy": 0.7287035349854227, "iteration": 180579, "loss_box_reg": 0.2159207658842206, "loss_cls": 0.17602650728076696, "loss_mask": 0.23014196939766407, "loss_rpn_cls": 0.03757474501617253, "loss_rpn_loc": 0.0763121338095516, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038061871456609, "mask_rcnn/false_negative": 0.09062214265280713, "mask_rcnn/false_positive": 0.09968405061232011, "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": 0.9711247733794153, "total_loss": 0.7374273068271577}
{"data_time": 0.015638654120266438, "eta_seconds": 89119.83254570514, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.282449831806055, "fast_rcnn/fg_cls_accuracy": 0.6623571428571429, "iteration": 180599, "loss_box_reg": 0.19148018583655357, "loss_cls": 0.15681280754506588, "loss_mask": 0.22841758653521538, "loss_rpn_cls": 0.033554971450939775, "loss_rpn_loc": 0.07831167988479137, "lr": 0.0001, "mask_rcnn/accuracy": 0.895395657578745, "mask_rcnn/false_negative": 0.09470022964008545, "mask_rcnn/false_positive": 0.11952788948290816, "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": 0.9654137464240193, "total_loss": 0.6803237019921653}
{"data_time": 0.023464515805244446, "eta_seconds": 89064.44391080178, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2944184553292974, "fast_rcnn/fg_cls_accuracy": 0.6478709992272967, "iteration": 180619, "loss_box_reg": 0.21944986935704947, "loss_cls": 0.16293824091553688, "loss_mask": 0.24646359868347645, "loss_rpn_cls": 0.030503947171382606, "loss_rpn_loc": 0.06101638171821833, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884293774522023, "mask_rcnn/false_negative": 0.09759249725934357, "mask_rcnn/false_positive": 0.1208466998802055, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9780876850709319, "total_loss": 0.7514080192195252}
{"data_time": 0.015044914092868567, "eta_seconds": 89009.0880355984, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2895127748068924, "fast_rcnn/fg_cls_accuracy": 0.6962728635471136, "iteration": 180639, "loss_box_reg": 0.22616404062137008, "loss_cls": 0.1822740128263831, "loss_mask": 0.23320538736879826, "loss_rpn_cls": 0.027587516116909683, "loss_rpn_loc": 0.07324705447535962, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029640623627803, "mask_rcnn/false_negative": 0.09340082560401902, "mask_rcnn/false_positive": 0.09499423848198005, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9936794498935342, "total_loss": 0.7521962646860629}
{"data_time": 0.016274531837552786, "eta_seconds": 89007.27766731754, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33658764470204444, "fast_rcnn/fg_cls_accuracy": 0.6330202056008507, "iteration": 180659, "loss_box_reg": 0.2296229861676693, "loss_cls": 0.17900697235018015, "loss_mask": 0.23318318277597427, "loss_rpn_cls": 0.03173681325279176, "loss_rpn_loc": 0.07445194572210312, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985903163608894, "mask_rcnn/false_negative": 0.09149632591386034, "mask_rcnn/false_positive": 0.11467231541324055, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9955245163291693, "total_loss": 0.7766636215383187}
{"data_time": 0.02181517193093896, "eta_seconds": 89004.65574080124, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26607630757220924, "fast_rcnn/fg_cls_accuracy": 0.6835480093676816, "iteration": 180679, "loss_box_reg": 0.20683683641254902, "loss_cls": 0.17278003180399537, "loss_mask": 0.23937100358307362, "loss_rpn_cls": 0.032371170818805695, "loss_rpn_loc": 0.0729828723706305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927507544774764, "mask_rcnn/false_negative": 0.09773641386688856, "mask_rcnn/false_positive": 0.12001564115683702, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.00326541159302, "total_loss": 0.7405194896855392}
{"data_time": 0.024935997556895018, "eta_seconds": 88984.72635080107, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.26192914192095024, "fast_rcnn/fg_cls_accuracy": 0.7264301344170053, "iteration": 180699, "loss_box_reg": 0.19144257344305515, "loss_cls": 0.16714688204228878, "loss_mask": 0.2364745307713747, "loss_rpn_cls": 0.02683515439275652, "loss_rpn_loc": 0.054986140807159245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9137984340339904, "mask_rcnn/false_negative": 0.07906220880813322, "mask_rcnn/false_positive": 0.09492828273465993, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 237.125, "rpn/num_pos_anchors": 18.875, "time": 1.0359834162518382, "total_loss": 0.6671435592579655}
{"data_time": 0.0223167329095304, "eta_seconds": 89000.20860940218, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2898108297467721, "fast_rcnn/fg_cls_accuracy": 0.6738835333464489, "iteration": 180719, "loss_box_reg": 0.21870135236531496, "loss_cls": 0.17385047767311335, "loss_mask": 0.24878662452101707, "loss_rpn_cls": 0.03260567388497293, "loss_rpn_loc": 0.07130947755649686, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001685532460406, "mask_rcnn/false_negative": 0.09236001383057894, "mask_rcnn/false_positive": 0.10158918482733538, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0230368049815297, "total_loss": 0.7235168465413153}
{"data_time": 0.016120633576065302, "eta_seconds": 88980.27128668502, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.268263226110522, "fast_rcnn/fg_cls_accuracy": 0.7166045548654244, "iteration": 180739, "loss_box_reg": 0.2201635856181383, "loss_cls": 0.17834908422082663, "loss_mask": 0.2523267585784197, "loss_rpn_cls": 0.032758160727098584, "loss_rpn_loc": 0.08101068704854697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954916997711094, "mask_rcnn/false_negative": 0.09880935501808688, "mask_rcnn/false_positive": 0.11701467111890063, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9993441789411008, "total_loss": 0.7569629271747544}
{"data_time": 0.015553215518593788, "eta_seconds": 88853.83623559028, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2846428571428572, "fast_rcnn/fg_cls_accuracy": 0.7033513513513514, "iteration": 180759, "loss_box_reg": 0.20002310164272785, "loss_cls": 0.16331841424107552, "loss_mask": 0.23923235945403576, "loss_rpn_cls": 0.03499600477516651, "loss_rpn_loc": 0.07959876302629709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935110600926928, "mask_rcnn/false_negative": 0.1016316913217761, "mask_rcnn/false_positive": 0.10758027073702382, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9708269648253918, "total_loss": 0.7362509770318866}
{"data_time": 0.017957450821995735, "eta_seconds": 88847.39292198792, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2923342681786774, "fast_rcnn/fg_cls_accuracy": 0.6987765719627688, "iteration": 180779, "loss_box_reg": 0.20958372205495834, "loss_cls": 0.17353963293135166, "loss_mask": 0.23784570768475533, "loss_rpn_cls": 0.03445806563831866, "loss_rpn_loc": 0.07341483095660806, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017950878871253, "mask_rcnn/false_negative": 0.09230226317435758, "mask_rcnn/false_positive": 0.09889932041394253, "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": 1.0068920087069273, "total_loss": 0.7458290636423044}
{"data_time": 0.019802140537649393, "eta_seconds": 88896.85700573027, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22872549019607843, "fast_rcnn/fg_cls_accuracy": 0.7112658227848101, "iteration": 180799, "loss_box_reg": 0.21755043976008892, "loss_cls": 0.17168267909437418, "loss_mask": 0.22807440347969532, "loss_rpn_cls": 0.02602159115485847, "loss_rpn_loc": 0.06309868837706745, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072084101199007, "mask_rcnn/false_negative": 0.08399244695565422, "mask_rcnn/false_positive": 0.10033833996328684, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 1.0339269381947815, "total_loss": 0.7177475675707683}
{"data_time": 0.015768679790198803, "eta_seconds": 88857.06743815914, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.30280073461891643, "fast_rcnn/fg_cls_accuracy": 0.6605379050015728, "iteration": 180819, "loss_box_reg": 0.18074199743568897, "loss_cls": 0.1737266117706895, "loss_mask": 0.23346165381371975, "loss_rpn_cls": 0.027573899482376873, "loss_rpn_loc": 0.06429019593633711, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023005318442756, "mask_rcnn/false_negative": 0.07566913734243066, "mask_rcnn/false_positive": 0.11476237999497076, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.979560294188559, "total_loss": 0.6934973921161145}
{"data_time": 0.016248786821961403, "eta_seconds": 88837.1398608014, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29567865981343994, "fast_rcnn/fg_cls_accuracy": 0.6934257277619631, "iteration": 180839, "loss_box_reg": 0.21008344274014235, "loss_cls": 0.17858780920505524, "loss_mask": 0.23327693156898022, "loss_rpn_cls": 0.028193707286845893, "loss_rpn_loc": 0.05854413169436157, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981012248575444, "mask_rcnn/false_negative": 0.08354643337293621, "mask_rcnn/false_positive": 0.11866885041708727, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9810181460343301, "total_loss": 0.7147636152803898}
{"data_time": 0.02076057903468609, "eta_seconds": 88696.2180600129, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3067142857142857, "fast_rcnn/fg_cls_accuracy": 0.6772012578616352, "iteration": 180859, "loss_box_reg": 0.22638187557458878, "loss_cls": 0.17426165658980608, "loss_mask": 0.23752589710056782, "loss_rpn_cls": 0.028944162651896477, "loss_rpn_loc": 0.06658000405877829, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953281744035643, "mask_rcnn/false_negative": 0.11093370590133173, "mask_rcnn/false_positive": 0.09951651395929309, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9756822530180216, "total_loss": 0.7490205633221194}
{"data_time": 0.012437880504876375, "eta_seconds": 88676.31762966514, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.32615022172949004, "fast_rcnn/fg_cls_accuracy": 0.6543721109399075, "iteration": 180879, "loss_box_reg": 0.20238859951496124, "loss_cls": 0.17457646038383245, "loss_mask": 0.21658086590468884, "loss_rpn_cls": 0.034216151281725615, "loss_rpn_loc": 0.07232266175560653, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033889566458666, "mask_rcnn/false_negative": 0.08054917374399834, "mask_rcnn/false_positive": 0.12048238853918938, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.998464232776314, "total_loss": 0.7075466592796147}
{"data_time": 0.015231562778353691, "eta_seconds": 88727.8940747492, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25040192926045013, "fast_rcnn/fg_cls_accuracy": 0.7156637574644006, "iteration": 180899, "loss_box_reg": 0.20541935972869396, "loss_cls": 0.17446998413652182, "loss_mask": 0.22777696885168552, "loss_rpn_cls": 0.03030924324411899, "loss_rpn_loc": 0.07889290642924607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946243539989316, "mask_rcnn/false_negative": 0.09794826495010174, "mask_rcnn/false_positive": 0.10545458331550367, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0209276983514428, "total_loss": 0.7343830214813352}
{"data_time": 0.015620815567672253, "eta_seconds": 88665.02250306308, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32787862119545286, "fast_rcnn/fg_cls_accuracy": 0.6403900806747341, "iteration": 180919, "loss_box_reg": 0.21311533637344837, "loss_cls": 0.18178324028849602, "loss_mask": 0.23111959546804428, "loss_rpn_cls": 0.032113876746734604, "loss_rpn_loc": 0.0630290973931551, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028195664154164, "mask_rcnn/false_negative": 0.08563231460065797, "mask_rcnn/false_positive": 0.11068425738560247, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9795039123855531, "total_loss": 0.7256791980471462}
{"data_time": 0.015872957184910774, "eta_seconds": 88570.77876712196, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2712660185594344, "fast_rcnn/fg_cls_accuracy": 0.7267178524083076, "iteration": 180939, "loss_box_reg": 0.1816492173820734, "loss_cls": 0.14704145397990942, "loss_mask": 0.2331526130437851, "loss_rpn_cls": 0.03249182319268584, "loss_rpn_loc": 0.059338819701224566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935410654160654, "mask_rcnn/false_negative": 0.0850241534141816, "mask_rcnn/false_positive": 0.12744369456165078, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9643070697784424, "total_loss": 0.667492983979173}
{"data_time": 0.023887010756880045, "eta_seconds": 88579.73051268607, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.297151112598883, "fast_rcnn/fg_cls_accuracy": 0.6394940648523451, "iteration": 180959, "loss_box_reg": 0.19802378956228495, "loss_cls": 0.16524238232523203, "loss_mask": 0.22859290800988674, "loss_rpn_cls": 0.03291367494966835, "loss_rpn_loc": 0.06704318732954562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967976181995148, "mask_rcnn/false_negative": 0.08051721020656441, "mask_rcnn/false_positive": 0.12087576879008291, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0251887878403068, "total_loss": 0.6932409120490775}
{"data_time": 0.017916083801537752, "eta_seconds": 88648.22817659006, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3184023174743458, "fast_rcnn/fg_cls_accuracy": 0.6195158496043451, "iteration": 180979, "loss_box_reg": 0.21999869495630264, "loss_cls": 0.17559346556663513, "loss_mask": 0.2507667224854231, "loss_rpn_cls": 0.031376070342957973, "loss_rpn_loc": 0.07384133012965322, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891340546578501, "mask_rcnn/false_negative": 0.1005913213333553, "mask_rcnn/false_positive": 0.12098530006753484, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9962946022860706, "total_loss": 0.7436995672760531}
{"data_time": 0.013483681250363588, "eta_seconds": 88668.54390408844, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2883488248179504, "fast_rcnn/fg_cls_accuracy": 0.6603465851172273, "iteration": 180999, "loss_box_reg": 0.21564328018575907, "loss_cls": 0.17696676217019558, "loss_mask": 0.23895640671253204, "loss_rpn_cls": 0.030892255948856473, "loss_rpn_loc": 0.0717586079845205, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054179946602251, "mask_rcnn/false_negative": 0.08942795767064715, "mask_rcnn/false_positive": 0.09309787006379354, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0120764602907002, "total_loss": 0.7351620359695517}
{"data_time": 0.016994734294712543, "eta_seconds": 88669.54192042351, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29846674631620873, "fast_rcnn/fg_cls_accuracy": 0.6334276499939151, "iteration": 181019, "loss_box_reg": 0.21739745885133743, "loss_cls": 0.17445245012640953, "loss_mask": 0.23925993964076042, "loss_rpn_cls": 0.033485120395198464, "loss_rpn_loc": 0.07209661020897329, "lr": 0.0001, "mask_rcnn/accuracy": 0.8851008284108346, "mask_rcnn/false_negative": 0.09739666453574514, "mask_rcnn/false_positive": 0.12427544784711399, "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": 1.0092846234329045, "total_loss": 0.744531350908801}
{"data_time": 0.02288147434592247, "eta_seconds": 88672.94508308172, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2815753166938417, "fast_rcnn/fg_cls_accuracy": 0.690305170575693, "iteration": 181039, "loss_box_reg": 0.21822109818458557, "loss_cls": 0.19210883602499962, "loss_mask": 0.24133513681590557, "loss_rpn_cls": 0.031111733405850828, "loss_rpn_loc": 0.080682089086622, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964275442319785, "mask_rcnn/false_negative": 0.1024462159883925, "mask_rcnn/false_positive": 0.1077243399162259, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.002158717252314, "total_loss": 0.7524226457462646}
{"data_time": 0.013779322616755962, "eta_seconds": 88681.99508525431, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2702380416685416, "fast_rcnn/fg_cls_accuracy": 0.6859088183746886, "iteration": 181059, "loss_box_reg": 0.21013929322361946, "loss_cls": 0.1712000509724021, "loss_mask": 0.24636821821331978, "loss_rpn_cls": 0.03097138967132196, "loss_rpn_loc": 0.06845542718656361, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057154687735045, "mask_rcnn/false_negative": 0.09145072649068364, "mask_rcnn/false_positive": 0.12587972376300138, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.00131312943995, "total_loss": 0.7313578216708265}
{"data_time": 0.013644372578710318, "eta_seconds": 88664.25195917487, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29520324795749586, "fast_rcnn/fg_cls_accuracy": 0.6836555975900238, "iteration": 181079, "loss_box_reg": 0.19820206053555012, "loss_cls": 0.1656082747504115, "loss_mask": 0.2364974394440651, "loss_rpn_cls": 0.026173603429924697, "loss_rpn_loc": 0.07665305188857019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964081310094131, "mask_rcnn/false_negative": 0.09920142700232207, "mask_rcnn/false_positive": 0.10245125181862742, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.01809804700315, "total_loss": 0.7372512408182956}
{"data_time": 0.014401277527213097, "eta_seconds": 88670.15004237182, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2641002392881179, "fast_rcnn/fg_cls_accuracy": 0.7037283976957542, "iteration": 181099, "loss_box_reg": 0.2067666370421648, "loss_cls": 0.16510965395718813, "loss_mask": 0.22936393879354, "loss_rpn_cls": 0.02612695354036987, "loss_rpn_loc": 0.059534033527597785, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018563840981275, "mask_rcnn/false_negative": 0.09030776291489948, "mask_rcnn/false_positive": 0.09938797531440263, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0027677025645971, "total_loss": 0.7031485822517425}
{"data_time": 0.022743936628103256, "eta_seconds": 88683.1646669656, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2812475495961735, "fast_rcnn/fg_cls_accuracy": 0.6758241758241759, "iteration": 181119, "loss_box_reg": 0.19882087968289852, "loss_cls": 0.1595243620686233, "loss_mask": 0.2238092664629221, "loss_rpn_cls": 0.02956089039798826, "loss_rpn_loc": 0.06365964212454855, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005425805379623, "mask_rcnn/false_negative": 0.0938068855080682, "mask_rcnn/false_positive": 0.10344027787689357, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.019012718461454, "total_loss": 0.6795674271415919}
{"data_time": 0.01762085221707821, "eta_seconds": 88625.6034934055, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.34280500521376434, "fast_rcnn/fg_cls_accuracy": 0.6230144591906416, "iteration": 181139, "loss_box_reg": 0.21107609756290913, "loss_cls": 0.18031041137874126, "loss_mask": 0.2329887207597494, "loss_rpn_cls": 0.028850188245996833, "loss_rpn_loc": 0.06338419253006577, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017884617757617, "mask_rcnn/false_negative": 0.08882468934567442, "mask_rcnn/false_positive": 0.10414705761838436, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9815880777314305, "total_loss": 0.733012746553868}
{"data_time": 0.0169028015807271, "eta_seconds": 88610.30517170206, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2923332575125736, "fast_rcnn/fg_cls_accuracy": 0.6934925882945414, "iteration": 181159, "loss_box_reg": 0.218600919470191, "loss_cls": 0.18336150236427784, "loss_mask": 0.2274683229625225, "loss_rpn_cls": 0.029120580526068807, "loss_rpn_loc": 0.07687928969971836, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946097720214568, "mask_rcnn/false_negative": 0.08971968706949832, "mask_rcnn/false_positive": 0.11445593286113831, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0044918810017407, "total_loss": 0.726631352561526}
{"data_time": 0.01377580314874649, "eta_seconds": 88564.53957505524, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.33893945389790264, "fast_rcnn/fg_cls_accuracy": 0.6279574396782841, "iteration": 181179, "loss_box_reg": 0.22333381697535515, "loss_cls": 0.18594818096607924, "loss_mask": 0.23893239721655846, "loss_rpn_cls": 0.035839054035022855, "loss_rpn_loc": 0.06918548024259508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903838278195833, "mask_rcnn/false_negative": 0.09510827012059131, "mask_rcnn/false_positive": 0.1207215087263429, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9646348217502236, "total_loss": 0.7714422114950139}
{"data_time": 0.01597121311351657, "eta_seconds": 88490.16995429993, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2640019973131383, "fast_rcnn/fg_cls_accuracy": 0.6993936726810425, "iteration": 181199, "loss_box_reg": 0.2051858026534319, "loss_cls": 0.1614484405145049, "loss_mask": 0.23593855276703835, "loss_rpn_cls": 0.030312324524857104, "loss_rpn_loc": 0.061788424383848906, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051112398360278, "mask_rcnn/false_negative": 0.08688296330282799, "mask_rcnn/false_positive": 0.11148237687662343, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9385863249190152, "total_loss": 0.720781518262811}
{"data_time": 0.013608093373477459, "eta_seconds": 88412.45064714924, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3187854399122005, "fast_rcnn/fg_cls_accuracy": 0.6691501667006872, "iteration": 181219, "loss_box_reg": 0.2198360487818718, "loss_cls": 0.16986882640048862, "loss_mask": 0.23829058557748795, "loss_rpn_cls": 0.030981556163169444, "loss_rpn_loc": 0.06457660812884569, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988014127415278, "mask_rcnn/false_negative": 0.08627255377376308, "mask_rcnn/false_positive": 0.10713935764206708, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9947545351460576, "total_loss": 0.7285733555909246}
{"data_time": 0.012084389105439186, "eta_seconds": 88392.53344718367, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29286916786916783, "fast_rcnn/fg_cls_accuracy": 0.6974235441977378, "iteration": 181239, "loss_box_reg": 0.20973383355885744, "loss_cls": 0.16824034042656422, "loss_mask": 0.22984634339809418, "loss_rpn_cls": 0.031695939556811936, "loss_rpn_loc": 0.07135520107112825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895964848553973, "mask_rcnn/false_negative": 0.10013725781439403, "mask_rcnn/false_positive": 0.1125412327271958, "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": 0.9799583996646106, "total_loss": 0.7145699847023934}
{"data_time": 0.019809499848634005, "eta_seconds": 88426.89335030504, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.27367570460955676, "fast_rcnn/fg_cls_accuracy": 0.6925393883225208, "iteration": 181259, "loss_box_reg": 0.20828838367015123, "loss_cls": 0.1662905877456069, "loss_mask": 0.22700593061745167, "loss_rpn_cls": 0.028399368631653488, "loss_rpn_loc": 0.07628977729473263, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977393079856177, "mask_rcnn/false_negative": 0.09010213923891734, "mask_rcnn/false_positive": 0.11800684964792951, "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": 0.9857303942553699, "total_loss": 0.6834221759345382}
{"data_time": 0.014896036591380835, "eta_seconds": 88398.73315893114, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2824247181390038, "fast_rcnn/fg_cls_accuracy": 0.6654233314947601, "iteration": 181279, "loss_box_reg": 0.2169861113652587, "loss_cls": 0.17706975154578686, "loss_mask": 0.24105573818087578, "loss_rpn_cls": 0.028857066296041012, "loss_rpn_loc": 0.06187443761155009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911914330228503, "mask_rcnn/false_negative": 0.09081123217079896, "mask_rcnn/false_positive": 0.12797419191468595, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.012799134477973, "total_loss": 0.7341203794348985}
{"data_time": 0.01662563532590866, "eta_seconds": 88282.3279531207, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.29375090619109756, "fast_rcnn/fg_cls_accuracy": 0.6979091564527757, "iteration": 181299, "loss_box_reg": 0.22133678197860718, "loss_cls": 0.1742945509031415, "loss_mask": 0.22475947998464108, "loss_rpn_cls": 0.030942734912969172, "loss_rpn_loc": 0.06187427369877696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983334143267752, "mask_rcnn/false_negative": 0.09979679144639969, "mask_rcnn/false_positive": 0.10979600911552251, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9547864822670817, "total_loss": 0.7388246431946754}
{"data_time": 0.021193659398704767, "eta_seconds": 88252.67993269488, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24165394402035623, "fast_rcnn/fg_cls_accuracy": 0.6794587400177462, "iteration": 181319, "loss_box_reg": 0.2071950789541006, "loss_cls": 0.17826046096161008, "loss_mask": 0.23480907268822193, "loss_rpn_cls": 0.03431320167146623, "loss_rpn_loc": 0.07586338184773922, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012117599215319, "mask_rcnn/false_negative": 0.0791851751763767, "mask_rcnn/false_positive": 0.11093375469109766, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9872002024203539, "total_loss": 0.7329912432469428}
{"data_time": 0.017173811327666044, "eta_seconds": 88292.94744735584, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.24503897944720054, "fast_rcnn/fg_cls_accuracy": 0.7351116528370291, "iteration": 181339, "loss_box_reg": 0.2098444141447544, "loss_cls": 0.17156563326716423, "loss_mask": 0.22994399443268776, "loss_rpn_cls": 0.03190006432123482, "loss_rpn_loc": 0.07017358497250825, "lr": 0.0001, "mask_rcnn/accuracy": 0.900892850152611, "mask_rcnn/false_negative": 0.08890305145579469, "mask_rcnn/false_positive": 0.11039198071557535, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 1.0127879595384002, "total_loss": 0.726377276936546}
{"data_time": 0.02061933698132634, "eta_seconds": 88189.0241073072, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32025485561607236, "fast_rcnn/fg_cls_accuracy": 0.6644444444444444, "iteration": 181359, "loss_box_reg": 0.2060435190796852, "loss_cls": 0.1705903522670269, "loss_mask": 0.2244973573833704, "loss_rpn_cls": 0.03261190402554348, "loss_rpn_loc": 0.07030952756758779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997193123130114, "mask_rcnn/false_negative": 0.085355033493553, "mask_rcnn/false_positive": 0.11733196673372237, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9730206490494311, "total_loss": 0.6962139989482239}
{"data_time": 0.01711583510041237, "eta_seconds": 88114.74454298615, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27784715284715283, "fast_rcnn/fg_cls_accuracy": 0.686716452561523, "iteration": 181379, "loss_box_reg": 0.2251604050397873, "loss_cls": 0.1778455637395382, "loss_mask": 0.23395712673664093, "loss_rpn_cls": 0.03575172368437052, "loss_rpn_loc": 0.07986199297010899, "lr": 0.0001, "mask_rcnn/accuracy": 0.9163826480782504, "mask_rcnn/false_negative": 0.07621636103164378, "mask_rcnn/false_positive": 0.09786689478221156, "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": 0.9919713861308992, "total_loss": 0.7637151615926996}
{"data_time": 0.015832574106752872, "eta_seconds": 88108.511738386, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.29140688309325746, "fast_rcnn/fg_cls_accuracy": 0.6977300669599764, "iteration": 181399, "loss_box_reg": 0.22487598657608032, "loss_cls": 0.1764489496126771, "loss_mask": 0.24152988009154797, "loss_rpn_cls": 0.03419424581807107, "loss_rpn_loc": 0.07794558932073414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956957934847579, "mask_rcnn/false_negative": 0.08861342704660949, "mask_rcnn/false_positive": 0.11842665590628405, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0190599248744547, "total_loss": 0.7745230853324756}
{"data_time": 0.015480641275644302, "eta_seconds": 88088.62268381752, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.28220155038759687, "fast_rcnn/fg_cls_accuracy": 0.6932049735933796, "iteration": 181419, "loss_box_reg": 0.21173075027763844, "loss_cls": 0.1755460761487484, "loss_mask": 0.23759430833160877, "loss_rpn_cls": 0.030913136899471283, "loss_rpn_loc": 0.06501355953514576, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035718249402586, "mask_rcnn/false_negative": 0.09167201724513935, "mask_rcnn/false_positive": 0.10860794566262345, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0026639089919627, "total_loss": 0.7096509657567367}
{"data_time": 0.014836981892585754, "eta_seconds": 87989.64236944914, "fast_rcnn/cls_accuracy": 0.918701171875, "fast_rcnn/false_negative": 0.33664141414141413, "fast_rcnn/fg_cls_accuracy": 0.6262626262626263, "iteration": 181439, "loss_box_reg": 0.21364379860460758, "loss_cls": 0.1755335656926036, "loss_mask": 0.23496328853070736, "loss_rpn_cls": 0.033794535556808114, "loss_rpn_loc": 0.07573722791858017, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918612667701589, "mask_rcnn/false_negative": 0.09698169652207891, "mask_rcnn/false_positive": 0.11918917235242102, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9711253601126373, "total_loss": 0.7220134319504723}
{"data_time": 0.013765748124569654, "eta_seconds": 87934.523329949, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.25804025355556987, "fast_rcnn/fg_cls_accuracy": 0.6974077674397074, "iteration": 181459, "loss_box_reg": 0.19614160154014826, "loss_cls": 0.16365400794893503, "loss_mask": 0.23155148141086102, "loss_rpn_cls": 0.031185604981146753, "loss_rpn_loc": 0.05887433129828423, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016399365131671, "mask_rcnn/false_negative": 0.09262380472933053, "mask_rcnn/false_positive": 0.09875089255040831, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.002647377550602, "total_loss": 0.6713228442240506}
{"data_time": 0.01757198851555586, "eta_seconds": 87949.89998355508, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26283507496592456, "fast_rcnn/fg_cls_accuracy": 0.71712158808933, "iteration": 181479, "loss_box_reg": 0.21296324767172337, "loss_cls": 0.17248500371351838, "loss_mask": 0.22476454637944698, "loss_rpn_cls": 0.03238455660175532, "loss_rpn_loc": 0.06952391215600073, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002089678110086, "mask_rcnn/false_negative": 0.09356116421143662, "mask_rcnn/false_positive": 0.11175058313377167, "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": 1.0034519764594734, "total_loss": 0.7465396096231416}
{"data_time": 0.01462987856939435, "eta_seconds": 87962.43351325393, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.28715642178910544, "fast_rcnn/fg_cls_accuracy": 0.6637160701417246, "iteration": 181499, "loss_box_reg": 0.20826999749988317, "loss_cls": 0.17447741515934467, "loss_mask": 0.2349380049854517, "loss_rpn_cls": 0.030978513415902853, "loss_rpn_loc": 0.0749619179405272, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992504102479658, "mask_rcnn/false_negative": 0.09486649586838883, "mask_rcnn/false_positive": 0.10941082296677908, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9967963853850961, "total_loss": 0.7522737506078556}
{"data_time": 0.01780643593519926, "eta_seconds": 87818.90388399363, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29053621996894125, "fast_rcnn/fg_cls_accuracy": 0.6824456541075177, "iteration": 181519, "loss_box_reg": 0.18921180628240108, "loss_cls": 0.14624557690694928, "loss_mask": 0.22273827157914639, "loss_rpn_cls": 0.03609844495076686, "loss_rpn_loc": 0.06291340803727508, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932899115073718, "mask_rcnn/false_negative": 0.09634312093605919, "mask_rcnn/false_positive": 0.11677788430627342, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9775917613878846, "total_loss": 0.649776199250482}
{"data_time": 0.015966941136866808, "eta_seconds": 87675.49701013602, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2959926074954382, "fast_rcnn/fg_cls_accuracy": 0.6695460704607046, "iteration": 181539, "loss_box_reg": 0.20389000326395035, "loss_cls": 0.17197353579103947, "loss_mask": 0.22102510556578636, "loss_rpn_cls": 0.02800180303165689, "loss_rpn_loc": 0.07489819673355669, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910476470058752, "mask_rcnn/false_negative": 0.10382710197331216, "mask_rcnn/false_positive": 0.11406839694659221, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9746544198133051, "total_loss": 0.7104260902269743}
{"data_time": 0.03341005556285381, "eta_seconds": 87907.86027219146, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.286947346571646, "fast_rcnn/fg_cls_accuracy": 0.692743288590604, "iteration": 181559, "loss_box_reg": 0.21020730026066303, "loss_cls": 0.16770131699740887, "loss_mask": 0.2250100038945675, "loss_rpn_cls": 0.0312116140848957, "loss_rpn_loc": 0.06523211812600493, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935165265085626, "mask_rcnn/false_negative": 0.09314057476158123, "mask_rcnn/false_positive": 0.12278201820627035, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0181214045733213, "total_loss": 0.6867034672759473}
{"data_time": 0.014041791670024395, "eta_seconds": 87896.48707126267, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3054697782727549, "fast_rcnn/fg_cls_accuracy": 0.6650269864043179, "iteration": 181579, "loss_box_reg": 0.2079976387321949, "loss_cls": 0.1788222580216825, "loss_mask": 0.2373651023954153, "loss_rpn_cls": 0.03437224659137428, "loss_rpn_loc": 0.08266261604148895, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013180566767702, "mask_rcnn/false_negative": 0.07990334837801652, "mask_rcnn/false_positive": 0.11300219333470048, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.974949527066201, "total_loss": 0.7511905638966709}
{"data_time": 0.019018012564629316, "eta_seconds": 87983.7405981496, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24822507774452854, "fast_rcnn/fg_cls_accuracy": 0.7053281351526965, "iteration": 181599, "loss_box_reg": 0.2166625801473856, "loss_cls": 0.1708282884210348, "loss_mask": 0.22985562961548567, "loss_rpn_cls": 0.03449460898991674, "loss_rpn_loc": 0.07494255737401545, "lr": 0.0001, "mask_rcnn/accuracy": 0.894804557029133, "mask_rcnn/false_negative": 0.09183276947585545, "mask_rcnn/false_positive": 0.11640626891342029, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 1.0123733249492943, "total_loss": 0.7357626538141631}
{"data_time": 0.018279464449733496, "eta_seconds": 88035.09066833183, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.269750341997264, "fast_rcnn/fg_cls_accuracy": 0.7198424743562906, "iteration": 181619, "loss_box_reg": 0.21733550913631916, "loss_cls": 0.1664569489657879, "loss_mask": 0.2341431137174368, "loss_rpn_cls": 0.03163884920650162, "loss_rpn_loc": 0.07151858974248171, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992844617685785, "mask_rcnn/false_negative": 0.0930657621109947, "mask_rcnn/false_positive": 0.1184911666094149, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0136631825007498, "total_loss": 0.7413484393619001}
{"data_time": 0.013890889007598162, "eta_seconds": 87994.18944787234, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26953942032697314, "fast_rcnn/fg_cls_accuracy": 0.6815978518621844, "iteration": 181639, "loss_box_reg": 0.19710427708923817, "loss_cls": 0.16675931867212057, "loss_mask": 0.23410111106932163, "loss_rpn_cls": 0.03341328620444983, "loss_rpn_loc": 0.07388852839358151, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973667120683555, "mask_rcnn/false_negative": 0.09216791338819856, "mask_rcnn/false_positive": 0.10345070076869821, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9789736052043736, "total_loss": 0.7246225803392008}
{"data_time": 0.013787148986011744, "eta_seconds": 88039.4489060808, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2571850935093509, "fast_rcnn/fg_cls_accuracy": 0.7376065731573157, "iteration": 181659, "loss_box_reg": 0.21812573727220297, "loss_cls": 0.16374411899596453, "loss_mask": 0.21855155937373638, "loss_rpn_cls": 0.027328666765242815, "loss_rpn_loc": 0.06749687762930989, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078996360671134, "mask_rcnn/false_negative": 0.0790230756839009, "mask_rcnn/false_positive": 0.11213097333205019, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0095752058550715, "total_loss": 0.6817775175441056}
{"data_time": 0.014126687310636044, "eta_seconds": 87922.02774882317, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31255277230509426, "fast_rcnn/fg_cls_accuracy": 0.649321995683963, "iteration": 181679, "loss_box_reg": 0.21201887726783752, "loss_cls": 0.1605158830061555, "loss_mask": 0.23531396128237247, "loss_rpn_cls": 0.035450684488750994, "loss_rpn_loc": 0.06966430507600307, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079729866276643, "mask_rcnn/false_negative": 0.08149128968908503, "mask_rcnn/false_positive": 0.09532403876433505, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9803806752897799, "total_loss": 0.766933650826104}
{"data_time": 0.015896760392934084, "eta_seconds": 87884.2114798259, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26448028875979923, "fast_rcnn/fg_cls_accuracy": 0.6690881481759214, "iteration": 181699, "loss_box_reg": 0.21263550408184528, "loss_cls": 0.1657018754631281, "loss_mask": 0.23792116157710552, "loss_rpn_cls": 0.0318559956504032, "loss_rpn_loc": 0.09593114838935435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908034495000241, "mask_rcnn/false_negative": 0.09395369670861878, "mask_rcnn/false_positive": 0.1267823514454414, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.998552521225065, "total_loss": 0.7517439594957978}
{"data_time": 0.014443130232393742, "eta_seconds": 87780.06275074556, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27906976744186046, "fast_rcnn/fg_cls_accuracy": 0.6966329966329967, "iteration": 181719, "loss_box_reg": 0.22199214156717062, "loss_cls": 0.18133137468248606, "loss_mask": 0.2339917067438364, "loss_rpn_cls": 0.03867136116605252, "loss_rpn_loc": 0.07819386199116707, "lr": 0.0001, "mask_rcnn/accuracy": 0.8888270839166807, "mask_rcnn/false_negative": 0.08121437143184249, "mask_rcnn/false_positive": 0.12315332585712294, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9917916818521917, "total_loss": 0.7569862334057689}
{"data_time": 0.017195691354572773, "eta_seconds": 87760.17601246946, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.289029890466986, "fast_rcnn/fg_cls_accuracy": 0.672648747250389, "iteration": 181739, "loss_box_reg": 0.21612640749663115, "loss_cls": 0.1720068035647273, "loss_mask": 0.22999906726181507, "loss_rpn_cls": 0.0311599102569744, "loss_rpn_loc": 0.07493072794750333, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063928493503044, "mask_rcnn/false_negative": 0.08690864657908831, "mask_rcnn/false_positive": 0.10309803972018458, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.0167193543165922, "total_loss": 0.7192886108532548}
{"data_time": 0.020637352485209703, "eta_seconds": 87848.09866592288, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2838701715414044, "fast_rcnn/fg_cls_accuracy": 0.6733282578353001, "iteration": 181759, "loss_box_reg": 0.22030355781316757, "loss_cls": 0.18407730013132095, "loss_mask": 0.24098346382379532, "loss_rpn_cls": 0.033656045794487, "loss_rpn_loc": 0.09146021958440542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990272744015861, "mask_rcnn/false_negative": 0.08598347301321346, "mask_rcnn/false_positive": 0.10923171633583537, "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": 0.9937020684592426, "total_loss": 0.7793343572411686}
{"data_time": 0.01448266115039587, "eta_seconds": 87875.71507988498, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24901055408970976, "fast_rcnn/fg_cls_accuracy": 0.7106227106227105, "iteration": 181779, "loss_box_reg": 0.20527738332748413, "loss_cls": 0.15995531808584929, "loss_mask": 0.24191423319280148, "loss_rpn_cls": 0.03302962449379265, "loss_rpn_loc": 0.059482366079464555, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078135067779389, "mask_rcnn/false_negative": 0.08977411905814808, "mask_rcnn/false_positive": 0.11669282869112446, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.034359092824161, "total_loss": 0.7272221710300073}
{"data_time": 0.01826304942369461, "eta_seconds": 87753.88634232804, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28956070252788213, "fast_rcnn/fg_cls_accuracy": 0.6740535549399815, "iteration": 181799, "loss_box_reg": 0.19771387986838818, "loss_cls": 0.1763263689354062, "loss_mask": 0.23327386938035488, "loss_rpn_cls": 0.030661871656775475, "loss_rpn_loc": 0.060024026432074606, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052484184918207, "mask_rcnn/false_negative": 0.07247349824725302, "mask_rcnn/false_positive": 0.10866135583672308, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9877698016352952, "total_loss": 0.7009260698687285}
{"data_time": 0.01591434795409441, "eta_seconds": 87788.36514461786, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.25132490564086657, "fast_rcnn/fg_cls_accuracy": 0.7219637040483946, "iteration": 181819, "loss_box_reg": 0.21543338149785995, "loss_cls": 0.16702502593398094, "loss_mask": 0.23805361613631248, "loss_rpn_cls": 0.028797598322853446, "loss_rpn_loc": 0.05918629397638142, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004719447302731, "mask_rcnn/false_negative": 0.09075023637363472, "mask_rcnn/false_positive": 0.11009339902387419, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.995210811495781, "total_loss": 0.7082000264199451}
{"data_time": 0.021464990451931953, "eta_seconds": 87795.01744821668, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.31089015151515154, "fast_rcnn/fg_cls_accuracy": 0.670306192952471, "iteration": 181839, "loss_box_reg": 0.19577185902744532, "loss_cls": 0.1617984753102064, "loss_mask": 0.22071902453899384, "loss_rpn_cls": 0.02789730654330924, "loss_rpn_loc": 0.0625404407037422, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048140545280612, "mask_rcnn/false_negative": 0.07033242154477354, "mask_rcnn/false_positive": 0.11936753318724276, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9955943576060236, "total_loss": 0.6744855144061148}
{"data_time": 0.017443986609578133, "eta_seconds": 87859.156979369, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3087506047411708, "fast_rcnn/fg_cls_accuracy": 0.683932324506095, "iteration": 181859, "loss_box_reg": 0.20804562233388424, "loss_cls": 0.18382973782718182, "loss_mask": 0.2416197843849659, "loss_rpn_cls": 0.027359650935977697, "loss_rpn_loc": 0.06975883152335882, "lr": 0.0001, "mask_rcnn/accuracy": 0.895513278618772, "mask_rcnn/false_negative": 0.09221992348697892, "mask_rcnn/false_positive": 0.11902677112925336, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0029701376333833, "total_loss": 0.7127786689670756}
{"data_time": 0.019527577329427004, "eta_seconds": 87838.62587602809, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2643593179612772, "fast_rcnn/fg_cls_accuracy": 0.6891479658099007, "iteration": 181879, "loss_box_reg": 0.20176254771649837, "loss_cls": 0.16642539761960506, "loss_mask": 0.23244174011051655, "loss_rpn_cls": 0.03319147473666817, "loss_rpn_loc": 0.060398907866328955, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896022469426641, "mask_rcnn/false_negative": 0.09830133802388918, "mask_rcnn/false_positive": 0.12437527928093597, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9916529394686222, "total_loss": 0.704012698828592}
{"data_time": 0.020884618163108826, "eta_seconds": 87756.18338854983, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25459502183640115, "fast_rcnn/fg_cls_accuracy": 0.7109746930593837, "iteration": 181899, "loss_box_reg": 0.22409948334097862, "loss_cls": 0.18371420353651047, "loss_mask": 0.24452980048954487, "loss_rpn_cls": 0.030352646426763386, "loss_rpn_loc": 0.07480208668857813, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053521045985365, "mask_rcnn/false_negative": 0.09057665524219516, "mask_rcnn/false_positive": 0.09482422057439102, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9931826833635569, "total_loss": 0.7704643066972494}
{"data_time": 0.016766680870205164, "eta_seconds": 87798.75359918922, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.33772704549241794, "fast_rcnn/fg_cls_accuracy": 0.6390235708578484, "iteration": 181919, "loss_box_reg": 0.20530903339385986, "loss_cls": 0.16522059962153435, "loss_mask": 0.23970437608659267, "loss_rpn_cls": 0.0328521893825382, "loss_rpn_loc": 0.06695008295355365, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037252184868281, "mask_rcnn/false_negative": 0.0840157223407638, "mask_rcnn/false_positive": 0.10722455050899654, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9843344106338918, "total_loss": 0.6956718396395445}
{"data_time": 0.023623899556696415, "eta_seconds": 87799.75191176869, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29130434782608694, "fast_rcnn/fg_cls_accuracy": 0.6737790606958964, "iteration": 181939, "loss_box_reg": 0.20758244022727013, "loss_cls": 0.17311655217781663, "loss_mask": 0.22485432587563992, "loss_rpn_cls": 0.03338436275953427, "loss_rpn_loc": 0.07302996353246272, "lr": 0.0001, "mask_rcnn/accuracy": 0.904278524097906, "mask_rcnn/false_negative": 0.08755791147900827, "mask_rcnn/false_positive": 0.103770005675789, "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": 0.9856886216439307, "total_loss": 0.7173369089141488}
{"data_time": 0.022809803020209074, "eta_seconds": 87662.0647087507, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3013227513227513, "fast_rcnn/fg_cls_accuracy": 0.6892977392977393, "iteration": 181959, "loss_box_reg": 0.21142078004777431, "loss_cls": 0.17276135366410017, "loss_mask": 0.23290782794356346, "loss_rpn_cls": 0.03420474927406758, "loss_rpn_loc": 0.08080486115068197, "lr": 0.0001, "mask_rcnn/accuracy": 0.897088549937266, "mask_rcnn/false_negative": 0.09072102864400411, "mask_rcnn/false_positive": 0.11727524515875445, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9695543963462114, "total_loss": 0.7386994800763205}
{"data_time": 0.017141800839453936, "eta_seconds": 87642.1505641099, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3277487874588602, "fast_rcnn/fg_cls_accuracy": 0.6378472738077552, "iteration": 181979, "loss_box_reg": 0.21181467548012733, "loss_cls": 0.18154060747474432, "loss_mask": 0.23702211864292622, "loss_rpn_cls": 0.032425831886939704, "loss_rpn_loc": 0.06852348241955042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8887735326688815, "mask_rcnn/false_negative": 0.10572566588988036, "mask_rcnn/false_positive": 0.11429662925487133, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9992042710073292, "total_loss": 0.7490908360341564}
{"data_time": 0.012740063015371561, "eta_seconds": 87622.23641946912, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.2883934395676079, "fast_rcnn/fg_cls_accuracy": 0.647907647907648, "iteration": 181999, "loss_box_reg": 0.221415176987648, "loss_cls": 0.1727955136448145, "loss_mask": 0.23273603059351444, "loss_rpn_cls": 0.0289588316809386, "loss_rpn_loc": 0.06205465388484299, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994482822773378, "mask_rcnn/false_negative": 0.07779727294050838, "mask_rcnn/false_positive": 0.11196080262922396, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0176358302123845, "total_loss": 0.7159489635960199}
{"data_time": 0.025764698162674904, "eta_seconds": 87602.32227482833, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2677537111085321, "fast_rcnn/fg_cls_accuracy": 0.6987434455545826, "iteration": 182019, "loss_box_reg": 0.22573888674378395, "loss_cls": 0.18233365938067436, "loss_mask": 0.23733787424862385, "loss_rpn_cls": 0.03212108334992081, "loss_rpn_loc": 0.08312866440974176, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057986305577346, "mask_rcnn/false_negative": 0.08039502559668049, "mask_rcnn/false_positive": 0.12193691652264185, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0037800180725753, "total_loss": 0.7626408507057931}
{"data_time": 0.017506502103060484, "eta_seconds": 87588.00595130771, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2787001369879053, "fast_rcnn/fg_cls_accuracy": 0.6983397534217706, "iteration": 182039, "loss_box_reg": 0.2071066116914153, "loss_cls": 0.17891033366322517, "loss_mask": 0.23562299460172653, "loss_rpn_cls": 0.032063225662568584, "loss_rpn_loc": 0.06871038605459034, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057599501710556, "mask_rcnn/false_negative": 0.08256692138742805, "mask_rcnn/false_positive": 0.09632753724183335, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0011736857704818, "total_loss": 0.724728437140584}
{"data_time": 0.01416087755933404, "eta_seconds": 87628.10534182936, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.30153391700476906, "fast_rcnn/fg_cls_accuracy": 0.662822363672157, "iteration": 182059, "loss_box_reg": 0.22101992834359407, "loss_cls": 0.1872642976231873, "loss_mask": 0.23540157824754715, "loss_rpn_cls": 0.03240626736078411, "loss_rpn_loc": 0.06545321620069444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937606636061017, "mask_rcnn/false_negative": 0.09229122929510096, "mask_rcnn/false_positive": 0.1188538817683443, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0026649264618754, "total_loss": 0.7459415257908404}
{"data_time": 0.018289873842149973, "eta_seconds": 87643.28661169857, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26207488645175586, "fast_rcnn/fg_cls_accuracy": 0.6958960328317374, "iteration": 182079, "loss_box_reg": 0.22071604942902923, "loss_cls": 0.16977127082645893, "loss_mask": 0.23708105832338333, "loss_rpn_cls": 0.034001540538156405, "loss_rpn_loc": 0.07793527515605092, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000098945107997, "mask_rcnn/false_negative": 0.08280123122134106, "mask_rcnn/false_positive": 0.11453292464084869, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.03290373692289, "total_loss": 0.762092791395844}
{"data_time": 0.01651463843882084, "eta_seconds": 87588.24720885605, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2450125313283208, "fast_rcnn/fg_cls_accuracy": 0.723122866894198, "iteration": 182099, "loss_box_reg": 0.19672757852822542, "loss_cls": 0.14669328462332487, "loss_mask": 0.23856812343001366, "loss_rpn_cls": 0.035461904713883996, "loss_rpn_loc": 0.06393226247746497, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111617850601058, "mask_rcnn/false_negative": 0.07065239603662643, "mask_rcnn/false_positive": 0.10255201956029047, "roi_head/num_bg_samples": 460.125, "roi_head/num_fg_samples": 51.875, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.9972237274050713, "total_loss": 0.6921447180211544}
{"data_time": 0.017496568616479635, "eta_seconds": 87518.07511668652, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27378918437082156, "fast_rcnn/fg_cls_accuracy": 0.6931548061209329, "iteration": 182119, "loss_box_reg": 0.2237528758123517, "loss_cls": 0.19086056156083941, "loss_mask": 0.24316273629665375, "loss_rpn_cls": 0.03163428045809269, "loss_rpn_loc": 0.07822215094347484, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995453594235168, "mask_rcnn/false_negative": 0.09295445400632246, "mask_rcnn/false_positive": 0.1168972404733897, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9999681981280446, "total_loss": 0.7728933504840825}
{"data_time": 0.016802793834358454, "eta_seconds": 87504.66940241866, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26948275862068966, "fast_rcnn/fg_cls_accuracy": 0.6518620689655172, "iteration": 182139, "loss_box_reg": 0.2107622129842639, "loss_cls": 0.18017345294356346, "loss_mask": 0.23805397935211658, "loss_rpn_cls": 0.0284572682576254, "loss_rpn_loc": 0.05588692449964583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997845827202354, "mask_rcnn/false_negative": 0.09503033483398893, "mask_rcnn/false_positive": 0.11400279965941207, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9856988447718322, "total_loss": 0.7093190685263835}
{"data_time": 0.023181506898254156, "eta_seconds": 87468.51344659925, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28631387531685093, "fast_rcnn/fg_cls_accuracy": 0.6467645340344726, "iteration": 182159, "loss_box_reg": 0.2159503921866417, "loss_cls": 0.17283729184418917, "loss_mask": 0.23732714913785458, "loss_rpn_cls": 0.034392131376080215, "loss_rpn_loc": 0.07370428694412112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957030362106664, "mask_rcnn/false_negative": 0.09492090366426834, "mask_rcnn/false_positive": 0.11191824354428742, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9935574848204851, "total_loss": 0.7468584562593605}
{"data_time": 0.015784645918756723, "eta_seconds": 87543.60134485178, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.29826403264919854, "fast_rcnn/fg_cls_accuracy": 0.6298741424535916, "iteration": 182179, "loss_box_reg": 0.2121466202661395, "loss_cls": 0.19411119632422924, "loss_mask": 0.2391394656151533, "loss_rpn_cls": 0.03316808887757361, "loss_rpn_loc": 0.08173691900447011, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983320983579393, "mask_rcnn/false_negative": 0.10338031997797639, "mask_rcnn/false_positive": 0.09944113566966936, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.013315690215677, "total_loss": 0.7477494227932766}
{"data_time": 0.01690105674788356, "eta_seconds": 87456.03639381006, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2923632586006958, "fast_rcnn/fg_cls_accuracy": 0.677372721558768, "iteration": 182199, "loss_box_reg": 0.19858789909631014, "loss_cls": 0.161398702301085, "loss_mask": 0.24132169783115387, "loss_rpn_cls": 0.030773897538892925, "loss_rpn_loc": 0.07324301917105913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990092579039812, "mask_rcnn/false_negative": 0.08846179486818499, "mask_rcnn/false_positive": 0.10419040989183741, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9538050489500165, "total_loss": 0.7372336455155164}
{"data_time": 0.02352875005453825, "eta_seconds": 87411.9946615398, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3146407927332783, "fast_rcnn/fg_cls_accuracy": 0.6598121798520205, "iteration": 182219, "loss_box_reg": 0.21681807469576597, "loss_cls": 0.16797888651490211, "loss_mask": 0.24840296618640423, "loss_rpn_cls": 0.03784007066860795, "loss_rpn_loc": 0.07251845672726631, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891735022506858, "mask_rcnn/false_negative": 0.08762691738673348, "mask_rcnn/false_positive": 0.13734490657829626, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9883102783933282, "total_loss": 0.7437509449664503}
{"data_time": 0.017878589686006308, "eta_seconds": 87398.5830147937, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.32264345890955337, "fast_rcnn/fg_cls_accuracy": 0.6429644892673844, "iteration": 182239, "loss_box_reg": 0.2051661368459463, "loss_cls": 0.18056046403944492, "loss_mask": 0.23142049089074135, "loss_rpn_cls": 0.034503757138736546, "loss_rpn_loc": 0.06444459524936974, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962515841338026, "mask_rcnn/false_negative": 0.09497607927888736, "mask_rcnn/false_positive": 0.11730918245919765, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0019470141269267, "total_loss": 0.7171794087043963}
{"data_time": 0.01725530670955777, "eta_seconds": 87372.16235592961, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2880809034745996, "fast_rcnn/fg_cls_accuracy": 0.6713801445077505, "iteration": 182259, "loss_box_reg": 0.22050929442048073, "loss_cls": 0.17303254920989275, "loss_mask": 0.24449927359819412, "loss_rpn_cls": 0.03056001162622124, "loss_rpn_loc": 0.06829163897782564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946240187391907, "mask_rcnn/false_negative": 0.09374290969124764, "mask_rcnn/false_positive": 0.11640636293174084, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9814723771996796, "total_loss": 0.7193122854223475}
{"data_time": 0.017102308105677366, "eta_seconds": 87408.88561047614, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27335152644657434, "fast_rcnn/fg_cls_accuracy": 0.691687091503268, "iteration": 182279, "loss_box_reg": 0.22907547047361732, "loss_cls": 0.19109709560871124, "loss_mask": 0.24236146360635757, "loss_rpn_cls": 0.03723044379148632, "loss_rpn_loc": 0.0733836181461811, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947603249936706, "mask_rcnn/false_negative": 0.09650858553248273, "mask_rcnn/false_positive": 0.11347731065642747, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0156273571774364, "total_loss": 0.7666552922455594}
{"data_time": 0.021238874178379774, "eta_seconds": 87388.95654398948, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28350427350427354, "fast_rcnn/fg_cls_accuracy": 0.6901790281329923, "iteration": 182299, "loss_box_reg": 0.2153122778981924, "loss_cls": 0.16637861728668213, "loss_mask": 0.23730428330600262, "loss_rpn_cls": 0.03243115870282054, "loss_rpn_loc": 0.08322423859499395, "lr": 0.0001, "mask_rcnn/accuracy": 0.889398977496404, "mask_rcnn/false_negative": 0.09695903683628107, "mask_rcnn/false_positive": 0.1292901107144265, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9811043869704008, "total_loss": 0.7169031761586666}
{"data_time": 0.01561717875301838, "eta_seconds": 87336.5065035224, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.29523809523809524, "fast_rcnn/fg_cls_accuracy": 0.6806878306878308, "iteration": 182319, "loss_box_reg": 0.2070510219782591, "loss_cls": 0.16921156365424395, "loss_mask": 0.22644038684666157, "loss_rpn_cls": 0.02937588980421424, "loss_rpn_loc": 0.07600562460720539, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959149911611135, "mask_rcnn/false_negative": 0.0879373120587595, "mask_rcnn/false_positive": 0.11766705726741511, "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": 0.9851004863157868, "total_loss": 0.7267315968638286}
{"data_time": 0.01578537654131651, "eta_seconds": 87292.49774470925, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2910326528402014, "fast_rcnn/fg_cls_accuracy": 0.6673808131032466, "iteration": 182339, "loss_box_reg": 0.208177225664258, "loss_cls": 0.17351562902331352, "loss_mask": 0.241038728505373, "loss_rpn_cls": 0.03437276487238705, "loss_rpn_loc": 0.05547587026376277, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971625404138016, "mask_rcnn/false_negative": 0.07865128159673675, "mask_rcnn/false_positive": 0.12373524438635836, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0035731266252697, "total_loss": 0.726199364522472}
{"data_time": 0.018641736824065447, "eta_seconds": 87279.0772039257, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3156684706777726, "fast_rcnn/fg_cls_accuracy": 0.6623532000330042, "iteration": 182359, "loss_box_reg": 0.21148941852152348, "loss_cls": 0.17608283646404743, "loss_mask": 0.23446709662675858, "loss_rpn_cls": 0.03265715192537755, "loss_rpn_loc": 0.06079857377335429, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974346756828284, "mask_rcnn/false_negative": 0.08510900715047523, "mask_rcnn/false_positive": 0.11915942792002876, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9799277293495834, "total_loss": 0.7101123025640845}
{"data_time": 0.015120472759008408, "eta_seconds": 87365.06066122092, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.29575140449438203, "fast_rcnn/fg_cls_accuracy": 0.6845038659793814, "iteration": 182379, "loss_box_reg": 0.2148465607315302, "loss_cls": 0.17065581027418375, "loss_mask": 0.24349414929747581, "loss_rpn_cls": 0.029782044352032244, "loss_rpn_loc": 0.058561129262670875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981647188841109, "mask_rcnn/false_negative": 0.08370812439555224, "mask_rcnn/false_positive": 0.12319829376453309, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0138605535030365, "total_loss": 0.735974604904186}
{"data_time": 0.020958473440259695, "eta_seconds": 87276.8974525854, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2627617269923714, "fast_rcnn/fg_cls_accuracy": 0.7097074010327022, "iteration": 182399, "loss_box_reg": 0.2063539195805788, "loss_cls": 0.18954188842326403, "loss_mask": 0.23993821628391743, "loss_rpn_cls": 0.03319180873222649, "loss_rpn_loc": 0.06273293308913708, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921109949140811, "mask_rcnn/false_negative": 0.08259510023854921, "mask_rcnn/false_positive": 0.12244882112496838, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9985351697541773, "total_loss": 0.7401042997371405}
{"data_time": 0.015680056996643543, "eta_seconds": 87304.35670441948, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28307109557109555, "fast_rcnn/fg_cls_accuracy": 0.7022623757821127, "iteration": 182419, "loss_box_reg": 0.21906485222280025, "loss_cls": 0.18020381033420563, "loss_mask": 0.24552401714026928, "loss_rpn_cls": 0.03334202675614506, "loss_rpn_loc": 0.08406726055545732, "lr": 0.0001, "mask_rcnn/accuracy": 0.8846909207215732, "mask_rcnn/false_negative": 0.1050297302853774, "mask_rcnn/false_positive": 0.12101193581638768, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0075552454218268, "total_loss": 0.756919426843524}
{"data_time": 0.023504356388002634, "eta_seconds": 87305.23523734882, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2799214439352848, "fast_rcnn/fg_cls_accuracy": 0.6610764357474883, "iteration": 182439, "loss_box_reg": 0.22139136865735054, "loss_cls": 0.18959842529147863, "loss_mask": 0.24043209850788116, "loss_rpn_cls": 0.036692416673759, "loss_rpn_loc": 0.06733401189558208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970694561273667, "mask_rcnn/false_negative": 0.0992709958640217, "mask_rcnn/false_positive": 0.12008572724321608, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.97936837002635, "total_loss": 0.7666440631728619}
{"data_time": 0.01908942824229598, "eta_seconds": 87285.29342939146, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2975689118207595, "fast_rcnn/fg_cls_accuracy": 0.6707245724572457, "iteration": 182459, "loss_box_reg": 0.21503633400425315, "loss_cls": 0.16800432093441486, "loss_mask": 0.24380947276949883, "loss_rpn_cls": 0.0256808886770159, "loss_rpn_loc": 0.06520244525745511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907142939063872, "mask_rcnn/false_negative": 0.08235441389909698, "mask_rcnn/false_positive": 0.12203682409706054, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0219107223674655, "total_loss": 0.708075362839736}
{"data_time": 0.016408397816121578, "eta_seconds": 87197.19252340496, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2889407413929735, "fast_rcnn/fg_cls_accuracy": 0.656008116815196, "iteration": 182479, "loss_box_reg": 0.2142351232469082, "loss_cls": 0.17199958954006433, "loss_mask": 0.23893183656036854, "loss_rpn_cls": 0.032114310655742884, "loss_rpn_loc": 0.07685989676974714, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005388725830834, "mask_rcnn/false_negative": 0.09512110813859118, "mask_rcnn/false_positive": 0.11038503995420068, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9883982660248876, "total_loss": 0.7378781593870372}
{"data_time": 0.014807229861617088, "eta_seconds": 87177.26629110985, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32431445385867524, "fast_rcnn/fg_cls_accuracy": 0.6584309386301075, "iteration": 182499, "loss_box_reg": 0.2145608002319932, "loss_cls": 0.17560908664017916, "loss_mask": 0.23293555714190006, "loss_rpn_cls": 0.03402404880034737, "loss_rpn_loc": 0.06824728404171765, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930156014272556, "mask_rcnn/false_negative": 0.09694317651811714, "mask_rcnn/false_positive": 0.10625671781438616, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9999348055571318, "total_loss": 0.7433920953189954}
{"data_time": 0.017709932290017605, "eta_seconds": 87235.49290286377, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25773635477582846, "fast_rcnn/fg_cls_accuracy": 0.714781746031746, "iteration": 182519, "loss_box_reg": 0.195064352825284, "loss_cls": 0.16373690031468868, "loss_mask": 0.2336340993642807, "loss_rpn_cls": 0.029122027335688472, "loss_rpn_loc": 0.07166326069273055, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034649176451403, "mask_rcnn/false_negative": 0.08221105200859358, "mask_rcnn/false_positive": 0.1079216294757035, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9981740959919989, "total_loss": 0.6968704590690322}
{"data_time": 0.01771614607423544, "eta_seconds": 87246.19893009774, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2820546368013398, "fast_rcnn/fg_cls_accuracy": 0.6874884739511296, "iteration": 182539, "loss_box_reg": 0.19578290544450283, "loss_cls": 0.16823732294142246, "loss_mask": 0.23678312823176384, "loss_rpn_cls": 0.03902662021573633, "loss_rpn_loc": 0.06420231412630528, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000881637159832, "mask_rcnn/false_negative": 0.08693819851388426, "mask_rcnn/false_positive": 0.11602601208981797, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0099124936386943, "total_loss": 0.7249141403008252}
{"data_time": 0.016565528698265553, "eta_seconds": 87195.60470309108, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.26727327644793475, "fast_rcnn/fg_cls_accuracy": 0.6784926827596449, "iteration": 182559, "loss_box_reg": 0.2220345395617187, "loss_cls": 0.19135307520627975, "loss_mask": 0.23646031878888607, "loss_rpn_cls": 0.03118828433798626, "loss_rpn_loc": 0.08393163932487369, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936849207768214, "mask_rcnn/false_negative": 0.0963092165815913, "mask_rcnn/false_positive": 0.11792453583401372, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9978920151479542, "total_loss": 0.7648608052404597}
{"data_time": 0.017035153228789568, "eta_seconds": 87183.8694342412, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3145429916503819, "fast_rcnn/fg_cls_accuracy": 0.6725286849073258, "iteration": 182579, "loss_box_reg": 0.21179466787725687, "loss_cls": 0.16956734005361795, "loss_mask": 0.23677431419491768, "loss_rpn_cls": 0.029059145133942366, "loss_rpn_loc": 0.06659060111269355, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066561634206085, "mask_rcnn/false_negative": 0.08912515672947222, "mask_rcnn/false_positive": 0.10874645671065264, "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": 0.9856964070349932, "total_loss": 0.7358975858369377}
{"data_time": 0.017603333573788404, "eta_seconds": 87040.06558218971, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2874781468531469, "fast_rcnn/fg_cls_accuracy": 0.6912563566478896, "iteration": 182599, "loss_box_reg": 0.2138905506581068, "loss_cls": 0.16824002657085657, "loss_mask": 0.23818207159638405, "loss_rpn_cls": 0.03704306320287287, "loss_rpn_loc": 0.08087185700424016, "lr": 0.0001, "mask_rcnn/accuracy": 0.890945113840991, "mask_rcnn/false_negative": 0.08818286143808851, "mask_rcnn/false_positive": 0.11489820976451974, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9931214479729533, "total_loss": 0.7708864988526329}
{"data_time": 0.014668515883386135, "eta_seconds": 86972.92690652423, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3056853014158517, "fast_rcnn/fg_cls_accuracy": 0.6573371647509578, "iteration": 182619, "loss_box_reg": 0.22257939539849758, "loss_cls": 0.17343565076589584, "loss_mask": 0.233958899974823, "loss_rpn_cls": 0.03258482716046274, "loss_rpn_loc": 0.0734368113335222, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007332016976344, "mask_rcnn/false_negative": 0.08799129747002171, "mask_rcnn/false_positive": 0.10868712520057949, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9583413954824209, "total_loss": 0.7539642588235438}
{"data_time": 0.02840841095894575, "eta_seconds": 87037.78266504407, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.25834250091675837, "fast_rcnn/fg_cls_accuracy": 0.7219207127295362, "iteration": 182639, "loss_box_reg": 0.20753607153892517, "loss_cls": 0.16630204021930695, "loss_mask": 0.23142090626060963, "loss_rpn_cls": 0.02864911113283597, "loss_rpn_loc": 0.06292401195969433, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087109028393967, "mask_rcnn/false_negative": 0.08534176092619843, "mask_rcnn/false_positive": 0.09744998334957301, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0228498741053045, "total_loss": 0.7072487538680434}
{"data_time": 0.015277499798685312, "eta_seconds": 87010.03925004043, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2803338678508285, "fast_rcnn/fg_cls_accuracy": 0.6929155873524937, "iteration": 182659, "loss_box_reg": 0.2178583461791277, "loss_cls": 0.18359644152224064, "loss_mask": 0.23793089017271996, "loss_rpn_cls": 0.03025115601485595, "loss_rpn_loc": 0.07264447119086981, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882145720533111, "mask_rcnn/false_negative": 0.0917393146524755, "mask_rcnn/false_positive": 0.13433914114771395, "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": 1.0196412154473364, "total_loss": 0.7835816568112932}
{"data_time": 0.019782843068242073, "eta_seconds": 87084.13954470307, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3014217517642175, "fast_rcnn/fg_cls_accuracy": 0.6818181818181818, "iteration": 182679, "loss_box_reg": 0.21470678597688675, "loss_cls": 0.17855613213032484, "loss_mask": 0.24160593189299107, "loss_rpn_cls": 0.03881983389146626, "loss_rpn_loc": 0.08810511883348227, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991550820733152, "mask_rcnn/false_negative": 0.08417298155396252, "mask_rcnn/false_positive": 0.11477963135290246, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9843923761509359, "total_loss": 0.7805828381096944}
{"data_time": 0.015778930392116308, "eta_seconds": 87080.19737424329, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27541071909507137, "fast_rcnn/fg_cls_accuracy": 0.7054762546009516, "iteration": 182699, "loss_box_reg": 0.21516468562185764, "loss_cls": 0.16873670415952802, "loss_mask": 0.2336199665442109, "loss_rpn_cls": 0.033423750777728856, "loss_rpn_loc": 0.07720918254926801, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902557346467999, "mask_rcnn/false_negative": 0.0986626919496159, "mask_rcnn/false_positive": 0.11635227475507097, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0202839700505137, "total_loss": 0.7603868343867362}
{"data_time": 0.013115974143147469, "eta_seconds": 87063.43718286604, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2747036354056902, "fast_rcnn/fg_cls_accuracy": 0.7014514706446293, "iteration": 182719, "loss_box_reg": 0.18978018499910831, "loss_cls": 0.15607682429254055, "loss_mask": 0.2364688143134117, "loss_rpn_cls": 0.03613086277619004, "loss_rpn_loc": 0.0721547279972583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995676395558223, "mask_rcnn/false_negative": 0.09033518958472367, "mask_rcnn/false_positive": 0.10765543772349798, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9895406397990882, "total_loss": 0.69789356039837}
{"data_time": 0.015579525846987963, "eta_seconds": 87031.97900537401, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26629496402877695, "fast_rcnn/fg_cls_accuracy": 0.692793919187108, "iteration": 182739, "loss_box_reg": 0.21704388596117496, "loss_cls": 0.1700073480606079, "loss_mask": 0.23827890492975712, "loss_rpn_cls": 0.0315787565195933, "loss_rpn_loc": 0.08476315508596599, "lr": 0.0001, "mask_rcnn/accuracy": 0.897831082073117, "mask_rcnn/false_negative": 0.09590222084517572, "mask_rcnn/false_positive": 0.12037951913537734, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9995714784599841, "total_loss": 0.7467939858324826}
{"data_time": 0.016712121665477753, "eta_seconds": 87012.03126780689, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3059120172336105, "fast_rcnn/fg_cls_accuracy": 0.667738478027867, "iteration": 182759, "loss_box_reg": 0.22563726641237736, "loss_cls": 0.19088498130440712, "loss_mask": 0.23979094624519348, "loss_rpn_cls": 0.04048184514977038, "loss_rpn_loc": 0.10477961646392941, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904837721391138, "mask_rcnn/false_negative": 0.09476140105398735, "mask_rcnn/false_positive": 0.11789924739304865, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.9949029521085322, "total_loss": 0.8118264295626432}
{"data_time": 0.015352054499089718, "eta_seconds": 86992.08353023976, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29473011912188457, "fast_rcnn/fg_cls_accuracy": 0.6921011619115218, "iteration": 182779, "loss_box_reg": 0.2090965062379837, "loss_cls": 0.1707586795091629, "loss_mask": 0.22448750026524067, "loss_rpn_cls": 0.03765215608291328, "loss_rpn_loc": 0.08415369316935539, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083615562898808, "mask_rcnn/false_negative": 0.08121142281119184, "mask_rcnn/false_positive": 0.10581645948477571, "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": 1.0174819468520582, "total_loss": 0.7255929883103818}
{"data_time": 0.027786612045019865, "eta_seconds": 86993.96089054644, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23088749126484975, "fast_rcnn/fg_cls_accuracy": 0.7135353535353535, "iteration": 182799, "loss_box_reg": 0.19175090920180082, "loss_cls": 0.15735563496127725, "loss_mask": 0.22270870208740234, "loss_rpn_cls": 0.035179981496185064, "loss_rpn_loc": 0.0728623392060399, "lr": 0.0001, "mask_rcnn/accuracy": 0.9118874893707483, "mask_rcnn/false_negative": 0.07891285523738814, "mask_rcnn/false_positive": 0.09387457971587078, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0301662627607584, "total_loss": 0.6970408699708059}
{"data_time": 0.020455849822610617, "eta_seconds": 86963.68530708365, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.264027149321267, "fast_rcnn/fg_cls_accuracy": 0.7042878593398076, "iteration": 182819, "loss_box_reg": 0.20674325339496136, "loss_cls": 0.1599467247724533, "loss_mask": 0.22732157446444035, "loss_rpn_cls": 0.02800857473630458, "loss_rpn_loc": 0.06140889134258032, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020807332323677, "mask_rcnn/false_negative": 0.0939419311766406, "mask_rcnn/false_positive": 0.10614520557933602, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9914252469316125, "total_loss": 0.6821138357045129}
{"data_time": 0.014931778889149427, "eta_seconds": 86904.72839396447, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2835791105058, "fast_rcnn/fg_cls_accuracy": 0.6416549789621318, "iteration": 182839, "loss_box_reg": 0.21330128982663155, "loss_cls": 0.16928200889378786, "loss_mask": 0.2347793262451887, "loss_rpn_cls": 0.027323917485773563, "loss_rpn_loc": 0.07091612345539033, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916263585793431, "mask_rcnn/false_negative": 0.09371704251850588, "mask_rcnn/false_positive": 0.10619207133680526, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9793506585992873, "total_loss": 0.7117065516067669}
{"data_time": 0.018453685101121664, "eta_seconds": 86904.62574353442, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26402830660359217, "fast_rcnn/fg_cls_accuracy": 0.673768069386444, "iteration": 182859, "loss_box_reg": 0.21547645423561335, "loss_cls": 0.17110438738018274, "loss_mask": 0.24280389584600925, "loss_rpn_cls": 0.031119316001422703, "loss_rpn_loc": 0.07001554220914841, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017595968754148, "mask_rcnn/false_negative": 0.10256868757518876, "mask_rcnn/false_positive": 0.10112695310019076, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0180012281052768, "total_loss": 0.7239903582958505}
{"data_time": 0.02099167788401246, "eta_seconds": 86914.14991725236, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2771950541817172, "fast_rcnn/fg_cls_accuracy": 0.703120074396318, "iteration": 182879, "loss_box_reg": 0.22443505004048347, "loss_cls": 0.1762821590527892, "loss_mask": 0.2358383908867836, "loss_rpn_cls": 0.03406885056756437, "loss_rpn_loc": 0.0755156182567589, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902799989921162, "mask_rcnn/false_negative": 0.08656018588845044, "mask_rcnn/false_positive": 0.11936201226951457, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0213422332890332, "total_loss": 0.7371839207480662}
{"data_time": 0.014879925176501274, "eta_seconds": 86864.73378771916, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24788625050610902, "fast_rcnn/fg_cls_accuracy": 0.7198412698412698, "iteration": 182899, "loss_box_reg": 0.2002040073275566, "loss_cls": 0.17031970620155334, "loss_mask": 0.23566563427448273, "loss_rpn_cls": 0.03275404986925423, "loss_rpn_loc": 0.08120735420379788, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004041096832613, "mask_rcnn/false_negative": 0.09880307071263408, "mask_rcnn/false_positive": 0.10618363971523595, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9776631561107934, "total_loss": 0.7361687767552212}
{"data_time": 0.018322909716516733, "eta_seconds": 86923.91090199351, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2593408931991609, "fast_rcnn/fg_cls_accuracy": 0.6907042025152261, "iteration": 182919, "loss_box_reg": 0.2148359715938568, "loss_cls": 0.18807601206935942, "loss_mask": 0.23265636526048183, "loss_rpn_cls": 0.03453201137017459, "loss_rpn_loc": 0.08097606227966025, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074231974647484, "mask_rcnn/false_negative": 0.08099486322811471, "mask_rcnn/false_positive": 0.09972366840383284, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0356920966878533, "total_loss": 0.7489959383383393}
{"data_time": 0.014952128287404776, "eta_seconds": 86924.67550015077, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2783318705284715, "fast_rcnn/fg_cls_accuracy": 0.6449099722991689, "iteration": 182939, "loss_box_reg": 0.22156774811446667, "loss_cls": 0.1807929426431656, "loss_mask": 0.23514660261571407, "loss_rpn_cls": 0.032429090118967, "loss_rpn_loc": 0.06823183107189834, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030901490336587, "mask_rcnn/false_negative": 0.08426186836982764, "mask_rcnn/false_positive": 0.11932763840873312, "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": 0.9919425309635699, "total_loss": 0.745296303066425}
{"data_time": 0.014618196990340948, "eta_seconds": 86990.14164924622, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.29787513691128154, "fast_rcnn/fg_cls_accuracy": 0.654228855721393, "iteration": 182959, "loss_box_reg": 0.20455728564411402, "loss_cls": 0.1666689678095281, "loss_mask": 0.2228478267788887, "loss_rpn_cls": 0.033496348769403994, "loss_rpn_loc": 0.06991377053782344, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088620471576536, "mask_rcnn/false_negative": 0.07582999641461814, "mask_rcnn/false_positive": 0.1080332689051107, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0292183719575405, "total_loss": 0.7029559043003246}
{"data_time": 0.022144880145788193, "eta_seconds": 86970.15310566872, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.28754133437074497, "fast_rcnn/fg_cls_accuracy": 0.6724649267588199, "iteration": 182979, "loss_box_reg": 0.22074465826153755, "loss_cls": 0.1894270097836852, "loss_mask": 0.24846802838146687, "loss_rpn_cls": 0.0341113624162972, "loss_rpn_loc": 0.07533490099012852, "lr": 0.0001, "mask_rcnn/accuracy": 0.894928181027914, "mask_rcnn/false_negative": 0.08092921578651732, "mask_rcnn/false_positive": 0.1309888344257783, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9995897547341883, "total_loss": 0.7921459535136819}
{"data_time": 0.015847285743802786, "eta_seconds": 86967.89734298363, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.32100591715976334, "fast_rcnn/fg_cls_accuracy": 0.6745786265017035, "iteration": 182999, "loss_box_reg": 0.22236876375973225, "loss_cls": 0.17940807808190584, "loss_mask": 0.23026351630687714, "loss_rpn_cls": 0.02964639459969476, "loss_rpn_loc": 0.06325193331576884, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092119529304564, "mask_rcnn/false_negative": 0.08494733446109931, "mask_rcnn/false_positive": 0.10467727396308417, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0158585677854717, "total_loss": 0.73544368497096}
{"data_time": 0.014324220828711987, "eta_seconds": 86947.90472290479, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2812244897959184, "fast_rcnn/fg_cls_accuracy": 0.6963265306122449, "iteration": 183019, "loss_box_reg": 0.22692802734673023, "loss_cls": 0.1770880101248622, "loss_mask": 0.23872117139399052, "loss_rpn_cls": 0.03336841240525246, "loss_rpn_loc": 0.08515908574918285, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989558685793158, "mask_rcnn/false_negative": 0.08040256478410565, "mask_rcnn/false_positive": 0.133718240579322, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9872133694589138, "total_loss": 0.7784347866545431}
{"data_time": 0.016203567385673523, "eta_seconds": 86938.90494287014, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2923264145267591, "fast_rcnn/fg_cls_accuracy": 0.6792475193877205, "iteration": 183039, "loss_box_reg": 0.1964581198990345, "loss_cls": 0.16908442159183323, "loss_mask": 0.21552824974060059, "loss_rpn_cls": 0.0289974941406399, "loss_rpn_loc": 0.061828309088014066, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020704594549922, "mask_rcnn/false_negative": 0.0761168840390502, "mask_rcnn/false_positive": 0.1150078358742744, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0050228703767061, "total_loss": 0.6774351530475542}
{"data_time": 0.014807431492954493, "eta_seconds": 86890.19893135875, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2707485927934591, "fast_rcnn/fg_cls_accuracy": 0.6995373048004627, "iteration": 183059, "loss_box_reg": 0.21825970709323883, "loss_cls": 0.19158561993390322, "loss_mask": 0.23711185343563557, "loss_rpn_cls": 0.032627820270136, "loss_rpn_loc": 0.07658279512543231, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045700447569055, "mask_rcnn/false_negative": 0.09082385601356147, "mask_rcnn/false_positive": 0.10359073976273138, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9962248085066676, "total_loss": 0.7592618407215923}
{"data_time": 0.018676665611565113, "eta_seconds": 86764.19769868255, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24778893469876312, "fast_rcnn/fg_cls_accuracy": 0.7353703949993351, "iteration": 183079, "loss_box_reg": 0.19309311918914318, "loss_cls": 0.15511317644268274, "loss_mask": 0.2355092354118824, "loss_rpn_cls": 0.03113870567176491, "loss_rpn_loc": 0.05559447000268847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985641917052022, "mask_rcnn/false_negative": 0.08814133441579655, "mask_rcnn/false_positive": 0.10208867422086156, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9892612271942198, "total_loss": 0.6697613396681845}
{"data_time": 0.016224071383476257, "eta_seconds": 86744.23354826868, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.24195632798573974, "fast_rcnn/fg_cls_accuracy": 0.7104290118996002, "iteration": 183099, "loss_box_reg": 0.20527656003832817, "loss_cls": 0.16441532969474792, "loss_mask": 0.2366272285580635, "loss_rpn_cls": 0.030999499140307307, "loss_rpn_loc": 0.08015055430587381, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099641091204436, "mask_rcnn/false_negative": 0.07632045970990126, "mask_rcnn/false_positive": 0.09840028117497418, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9963508909568191, "total_loss": 0.7185437218868174}
{"data_time": 0.02637776918709278, "eta_seconds": 86774.64658811688, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29001817009553954, "fast_rcnn/fg_cls_accuracy": 0.6667451968382792, "iteration": 183119, "loss_box_reg": 0.22049677465111017, "loss_cls": 0.18379953503608704, "loss_mask": 0.23849896155297756, "loss_rpn_cls": 0.03494903864338994, "loss_rpn_loc": 0.07802080875262618, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991403728236784, "mask_rcnn/false_negative": 0.10359471336391737, "mask_rcnn/false_positive": 0.10374864739124556, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0497865723446012, "total_loss": 0.7866439897334203}
{"data_time": 0.016287568025290966, "eta_seconds": 86838.9292012155, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.26611467236467234, "fast_rcnn/fg_cls_accuracy": 0.7052172364672364, "iteration": 183139, "loss_box_reg": 0.21756750717759132, "loss_cls": 0.16825831588357687, "loss_mask": 0.2370699979364872, "loss_rpn_cls": 0.031630042009055614, "loss_rpn_loc": 0.07707852259045467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975913510256239, "mask_rcnn/false_negative": 0.08374045023188124, "mask_rcnn/false_positive": 0.1008823458884919, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0055185281671584, "total_loss": 0.7122596288099885}
{"data_time": 0.01403558673337102, "eta_seconds": 86818.93405288458, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.26736947791164656, "fast_rcnn/fg_cls_accuracy": 0.7206870229007634, "iteration": 183159, "loss_box_reg": 0.2071713823825121, "loss_cls": 0.17700121458619833, "loss_mask": 0.24270491302013397, "loss_rpn_cls": 0.030155483400449157, "loss_rpn_loc": 0.0798230692744255, "lr": 0.0001, "mask_rcnn/accuracy": 0.89861597240227, "mask_rcnn/false_negative": 0.08731020649684093, "mask_rcnn/false_positive": 0.11045345457275747, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9974033581092954, "total_loss": 0.7614280079724267}
{"data_time": 0.014828631188720465, "eta_seconds": 86803.78060678951, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.31142168674698795, "fast_rcnn/fg_cls_accuracy": 0.654868499048451, "iteration": 183179, "loss_box_reg": 0.22367149218916893, "loss_cls": 0.19257059693336487, "loss_mask": 0.23794379644095898, "loss_rpn_cls": 0.035532129695639014, "loss_rpn_loc": 0.059039285755716264, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987555221449559, "mask_rcnn/false_negative": 0.0892693371367308, "mask_rcnn/false_positive": 0.10803170960179184, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0159193999134004, "total_loss": 0.7310790994670242}
{"data_time": 0.019592442084103823, "eta_seconds": 86900.00672973692, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.28854469544471784, "fast_rcnn/fg_cls_accuracy": 0.6738538073096345, "iteration": 183199, "loss_box_reg": 0.20682772155851126, "loss_cls": 0.16965902969241142, "loss_mask": 0.22963000275194645, "loss_rpn_cls": 0.030304527143016458, "loss_rpn_loc": 0.06503458262886852, "lr": 0.0001, "mask_rcnn/accuracy": 0.903386285689403, "mask_rcnn/false_negative": 0.09692178628976661, "mask_rcnn/false_positive": 0.09710215545845019, "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": 0.99186158971861, "total_loss": 0.7182837476721033}
{"data_time": 0.01765513839200139, "eta_seconds": 86849.44032897241, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24034814742779345, "fast_rcnn/fg_cls_accuracy": 0.7355093488072211, "iteration": 183219, "loss_box_reg": 0.2163283284753561, "loss_cls": 0.17101803701370955, "loss_mask": 0.23511601611971855, "loss_rpn_cls": 0.030663383658975363, "loss_rpn_loc": 0.06548873754218221, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041259065609715, "mask_rcnn/false_negative": 0.08370423504271765, "mask_rcnn/false_positive": 0.10773727433773544, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9787726625800133, "total_loss": 0.6901647391496226}
{"data_time": 0.016137863043695688, "eta_seconds": 86859.96064368635, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31190973757183615, "fast_rcnn/fg_cls_accuracy": 0.656686626746507, "iteration": 183239, "loss_box_reg": 0.21551050897687674, "loss_cls": 0.16748719150200486, "loss_mask": 0.2192684095352888, "loss_rpn_cls": 0.029688201029784977, "loss_rpn_loc": 0.06288185948505998, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058325994035855, "mask_rcnn/false_negative": 0.08255775705148638, "mask_rcnn/false_positive": 0.0979700683291104, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0086999316699803, "total_loss": 0.7137134579243138}
{"data_time": 0.015420480631291866, "eta_seconds": 86916.81664577685, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24620204357046463, "fast_rcnn/fg_cls_accuracy": 0.7161016537673461, "iteration": 183259, "loss_box_reg": 0.23586964420974255, "loss_cls": 0.19823912158608437, "loss_mask": 0.2398727610707283, "loss_rpn_cls": 0.031666732276789844, "loss_rpn_loc": 0.0723099079914391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963280985890433, "mask_rcnn/false_negative": 0.09301222748023674, "mask_rcnn/false_positive": 0.12043418329750857, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0196075881831348, "total_loss": 0.8017813184997067}
{"data_time": 0.0145753538236022, "eta_seconds": 86789.3923176825, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2821356715268636, "fast_rcnn/fg_cls_accuracy": 0.6655046313970544, "iteration": 183279, "loss_box_reg": 0.20869394298642874, "loss_cls": 0.181638203561306, "loss_mask": 0.22783113829791546, "loss_rpn_cls": 0.03529138793237507, "loss_rpn_loc": 0.0676643094047904, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028306911743464, "mask_rcnn/false_negative": 0.08383395980391725, "mask_rcnn/false_positive": 0.10059890834633209, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9875734713859856, "total_loss": 0.7336683258181438}
{"data_time": 0.013787909876555204, "eta_seconds": 86730.6363999378, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31008114856429464, "fast_rcnn/fg_cls_accuracy": 0.6338135692753396, "iteration": 183299, "loss_box_reg": 0.2246649945154786, "loss_cls": 0.18531294539570808, "loss_mask": 0.2401778195053339, "loss_rpn_cls": 0.03475355776026845, "loss_rpn_loc": 0.07777287892531604, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099942120116171, "mask_rcnn/false_negative": 0.07655598619399133, "mask_rcnn/false_positive": 0.12386293661759021, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9474933450110257, "total_loss": 0.7574212852632627}
{"data_time": 0.016392136458307505, "eta_seconds": 86746.39556922019, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2460447354064375, "fast_rcnn/fg_cls_accuracy": 0.6901886494593101, "iteration": 183319, "loss_box_reg": 0.21041136980056763, "loss_cls": 0.17042037565261126, "loss_mask": 0.24200412072241306, "loss_rpn_cls": 0.030032578855752945, "loss_rpn_loc": 0.06578981061466038, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042255363683935, "mask_rcnn/false_negative": 0.08767177519392741, "mask_rcnn/false_positive": 0.10155588028678378, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9933854755945504, "total_loss": 0.7238083851989359}
{"data_time": 0.015310491435229778, "eta_seconds": 86643.81049740128, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24935412523465234, "fast_rcnn/fg_cls_accuracy": 0.7433970377448638, "iteration": 183339, "loss_box_reg": 0.20643058232963085, "loss_cls": 0.15440660249441862, "loss_mask": 0.2294603679329157, "loss_rpn_cls": 0.03196996240876615, "loss_rpn_loc": 0.06203582393936813, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049350769695157, "mask_rcnn/false_negative": 0.08804111645176599, "mask_rcnn/false_positive": 0.10644215287212364, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9772843904793262, "total_loss": 0.693005666078534}
{"data_time": 0.023426314815878868, "eta_seconds": 86638.65478020161, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.26261527485400715, "fast_rcnn/fg_cls_accuracy": 0.7110478600042167, "iteration": 183359, "loss_box_reg": 0.20295857079327106, "loss_cls": 0.1659219516441226, "loss_mask": 0.24087234400212765, "loss_rpn_cls": 0.03211960068438202, "loss_rpn_loc": 0.06215857225470245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056875674202105, "mask_rcnn/false_negative": 0.08845957904453144, "mask_rcnn/false_positive": 0.10324462752969385, "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": 0.9930834784172475, "total_loss": 0.7100520425010473}
{"data_time": 0.018438968807458878, "eta_seconds": 86562.34605536796, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.25187778314287246, "fast_rcnn/fg_cls_accuracy": 0.7021086165048545, "iteration": 183379, "loss_box_reg": 0.2111999299377203, "loss_cls": 0.18710934557020664, "loss_mask": 0.21666844002902508, "loss_rpn_cls": 0.032503929105587304, "loss_rpn_loc": 0.06954876286908984, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079151077906891, "mask_rcnn/false_negative": 0.08595161640077839, "mask_rcnn/false_positive": 0.09981763559787943, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9803229072131217, "total_loss": 0.7397794700227678}
{"data_time": 0.026721672620624304, "eta_seconds": 86542.35936729237, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23142962417096535, "fast_rcnn/fg_cls_accuracy": 0.694028607818164, "iteration": 183399, "loss_box_reg": 0.2135897809639573, "loss_cls": 0.1756419986486435, "loss_mask": 0.23838051594793797, "loss_rpn_cls": 0.028037200681865215, "loss_rpn_loc": 0.058514103293418884, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991326855997501, "mask_rcnn/false_negative": 0.09610744446923283, "mask_rcnn/false_positive": 0.10969936916892731, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0005256976000965, "total_loss": 0.7247377317398787}
{"data_time": 0.01940370351076126, "eta_seconds": 86454.75719586946, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25304126811664496, "fast_rcnn/fg_cls_accuracy": 0.704036308493133, "iteration": 183419, "loss_box_reg": 0.22299897857010365, "loss_cls": 0.17773764533922076, "loss_mask": 0.244455274194479, "loss_rpn_cls": 0.03711413545534015, "loss_rpn_loc": 0.074725273065269, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977510068938586, "mask_rcnn/false_negative": 0.07907242136258005, "mask_rcnn/false_positive": 0.10486480014701705, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9825402586720884, "total_loss": 0.7888189021032304}
{"data_time": 0.01488797040656209, "eta_seconds": 86471.21617294848, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.31703598484848483, "fast_rcnn/fg_cls_accuracy": 0.6383164983164984, "iteration": 183439, "loss_box_reg": 0.20256710704416037, "loss_cls": 0.17090604174882174, "loss_mask": 0.23861339129507542, "loss_rpn_cls": 0.03174254251644015, "loss_rpn_loc": 0.07122531390632503, "lr": 0.0001, "mask_rcnn/accuracy": 0.8839453152115437, "mask_rcnn/false_negative": 0.10308180079950933, "mask_rcnn/false_positive": 0.1184043571870919, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0045817489735782, "total_loss": 0.7177727335947566}
{"data_time": 0.02469880785793066, "eta_seconds": 86414.81505810283, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31747306780167883, "fast_rcnn/fg_cls_accuracy": 0.6555391419803565, "iteration": 183459, "loss_box_reg": 0.20711279939860106, "loss_cls": 0.16178163141012192, "loss_mask": 0.23565183579921722, "loss_rpn_cls": 0.03405922278761864, "loss_rpn_loc": 0.07661050977185369, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033346946709617, "mask_rcnn/false_negative": 0.09140269024983141, "mask_rcnn/false_positive": 0.10792558969742536, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.993794203735888, "total_loss": 0.7179919606423937}
{"data_time": 0.015481851063668728, "eta_seconds": 86382.40382932127, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31273140801861843, "fast_rcnn/fg_cls_accuracy": 0.6547101449275363, "iteration": 183479, "loss_box_reg": 0.19547940976917744, "loss_cls": 0.15925723034888506, "loss_mask": 0.22858517989516258, "loss_rpn_cls": 0.030580931343138218, "loss_rpn_loc": 0.06478975340723991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899444270632781, "mask_rcnn/false_negative": 0.09288618945054532, "mask_rcnn/false_positive": 0.12243784660221771, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9869118258357048, "total_loss": 0.6836718347622082}
{"data_time": 0.016295253299176693, "eta_seconds": 86246.66138226166, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3490006447453256, "fast_rcnn/fg_cls_accuracy": 0.6177267655029491, "iteration": 183499, "loss_box_reg": 0.20215469133108854, "loss_cls": 0.16728609893471003, "loss_mask": 0.24582776054739952, "loss_rpn_cls": 0.032888934132643044, "loss_rpn_loc": 0.0773083467502147, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953277253062946, "mask_rcnn/false_negative": 0.09352107279586748, "mask_rcnn/false_positive": 0.115930506466834, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9811483966186643, "total_loss": 0.7585506802424788}
{"data_time": 0.014759783633053303, "eta_seconds": 86171.7502335459, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28126934984520124, "fast_rcnn/fg_cls_accuracy": 0.6712306087647555, "iteration": 183519, "loss_box_reg": 0.21830658800899982, "loss_cls": 0.190108273178339, "loss_mask": 0.23620161972939968, "loss_rpn_cls": 0.030368375359103084, "loss_rpn_loc": 0.06543149705976248, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005343427542709, "mask_rcnn/false_negative": 0.09707676791268684, "mask_rcnn/false_positive": 0.11329143190941332, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9671693122945726, "total_loss": 0.7482956196763553}
{"data_time": 0.017740877345204353, "eta_seconds": 86151.821521651, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.28256302521008403, "fast_rcnn/fg_cls_accuracy": 0.7139526542324246, "iteration": 183539, "loss_box_reg": 0.20785351656377316, "loss_cls": 0.16892023012042046, "loss_mask": 0.2342968937009573, "loss_rpn_cls": 0.031887010438367724, "loss_rpn_loc": 0.06242724508047104, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001580228714374, "mask_rcnn/false_negative": 0.07316254663542976, "mask_rcnn/false_positive": 0.11090355350646644, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0133822853676975, "total_loss": 0.7160964279901236}
{"data_time": 0.015146164689213037, "eta_seconds": 86138.14237877727, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31286329474563224, "fast_rcnn/fg_cls_accuracy": 0.6607844546674334, "iteration": 183559, "loss_box_reg": 0.21793108899146318, "loss_cls": 0.16788743901997805, "loss_mask": 0.24398952163755894, "loss_rpn_cls": 0.03054706381226424, "loss_rpn_loc": 0.07041325909085572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953173501084238, "mask_rcnn/false_negative": 0.09284223377459225, "mask_rcnn/false_positive": 0.12094693492829876, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0181573266163468, "total_loss": 0.7495126648573205}
{"data_time": 0.01472407765686512, "eta_seconds": 86118.21222089231, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.29658531005123256, "fast_rcnn/fg_cls_accuracy": 0.6780844871681806, "iteration": 183579, "loss_box_reg": 0.20979669969528913, "loss_cls": 0.17270622681826353, "loss_mask": 0.23058642633259296, "loss_rpn_cls": 0.03196832264075056, "loss_rpn_loc": 0.07424220209941268, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005643335105242, "mask_rcnn/false_negative": 0.09360521607206246, "mask_rcnn/false_positive": 0.1084002088749356, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.9855220564641058, "total_loss": 0.7237282666610554}
{"data_time": 0.013754532672464848, "eta_seconds": 86117.22012162209, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.2881444219549946, "fast_rcnn/fg_cls_accuracy": 0.6616753150481838, "iteration": 183599, "loss_box_reg": 0.20287232659757137, "loss_cls": 0.1732344003394246, "loss_mask": 0.22858722507953644, "loss_rpn_cls": 0.032936093397438526, "loss_rpn_loc": 0.0680302211549133, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052248253851138, "mask_rcnn/false_negative": 0.08440966626342691, "mask_rcnn/false_positive": 0.10420193877915707, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9992207163013518, "total_loss": 0.701172883855179}
{"data_time": 0.015297552570700645, "eta_seconds": 86097.28557992727, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26766507026772396, "fast_rcnn/fg_cls_accuracy": 0.6885041490112994, "iteration": 183619, "loss_box_reg": 0.2099462952464819, "loss_cls": 0.17155432887375355, "loss_mask": 0.22753132320940495, "loss_rpn_cls": 0.03084456780925393, "loss_rpn_loc": 0.07755857240408659, "lr": 0.0001, "mask_rcnn/accuracy": 0.899758307933932, "mask_rcnn/false_negative": 0.08321642966709772, "mask_rcnn/false_positive": 0.1207622590245947, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9860974811017513, "total_loss": 0.7169958968879655}
{"data_time": 0.019479613285511732, "eta_seconds": 86052.1779621765, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2759420631182289, "fast_rcnn/fg_cls_accuracy": 0.6974179206566348, "iteration": 183639, "loss_box_reg": 0.20581776648759842, "loss_cls": 0.17101602908223867, "loss_mask": 0.22394699603319168, "loss_rpn_cls": 0.0282710277242586, "loss_rpn_loc": 0.07318832585588098, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957745494313434, "mask_rcnn/false_negative": 0.10055569870587294, "mask_rcnn/false_positive": 0.10703353186811143, "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": 1.0109997494146228, "total_loss": 0.7332458952441812}
{"data_time": 0.019777623005211353, "eta_seconds": 85996.5716422163, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2384126043782442, "fast_rcnn/fg_cls_accuracy": 0.7460395575553056, "iteration": 183659, "loss_box_reg": 0.1926808450371027, "loss_cls": 0.1599906776100397, "loss_mask": 0.23688414134085178, "loss_rpn_cls": 0.029966337024234235, "loss_rpn_loc": 0.07267062645405531, "lr": 0.0001, "mask_rcnn/accuracy": 0.916821985640922, "mask_rcnn/false_negative": 0.0804563540919059, "mask_rcnn/false_positive": 0.09890868022314014, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9911236744374037, "total_loss": 0.694380362634547}
{"data_time": 0.01607793429866433, "eta_seconds": 86012.3205383867, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2802846759539673, "fast_rcnn/fg_cls_accuracy": 0.7080483884151159, "iteration": 183679, "loss_box_reg": 0.20172680169343948, "loss_cls": 0.16885269153863192, "loss_mask": 0.23268646001815796, "loss_rpn_cls": 0.03893782780505717, "loss_rpn_loc": 0.06711397529579699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964675758953007, "mask_rcnn/false_negative": 0.09326416561343734, "mask_rcnn/false_positive": 0.10746188275426835, "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": 1.0101408855989575, "total_loss": 0.7068660806398839}
{"data_time": 0.015865741297602654, "eta_seconds": 85956.73074731603, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22488385598141697, "fast_rcnn/fg_cls_accuracy": 0.7315225424981522, "iteration": 183699, "loss_box_reg": 0.20667726825922728, "loss_cls": 0.1686459956690669, "loss_mask": 0.24478252045810223, "loss_rpn_cls": 0.036167734768241644, "loss_rpn_loc": 0.08803846198134124, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926235766273036, "mask_rcnn/false_negative": 0.09333996159002511, "mask_rcnn/false_positive": 0.11592383025225327, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.958812840282917, "total_loss": 0.7505125977331772}
{"data_time": 0.022745924070477486, "eta_seconds": 85936.8102998659, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26418406443036985, "fast_rcnn/fg_cls_accuracy": 0.7289662991633435, "iteration": 183719, "loss_box_reg": 0.22090572863817215, "loss_cls": 0.17991373501718044, "loss_mask": 0.23891100473701954, "loss_rpn_cls": 0.03307066496927291, "loss_rpn_loc": 0.08874103520065546, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958352542824359, "mask_rcnn/false_negative": 0.10292972876026704, "mask_rcnn/false_positive": 0.11324738582344321, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9828436793759465, "total_loss": 0.7871474005514756}
{"data_time": 0.015207731630653143, "eta_seconds": 85909.9659434706, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.26820431247790744, "fast_rcnn/fg_cls_accuracy": 0.7232591021562389, "iteration": 183739, "loss_box_reg": 0.21476102620363235, "loss_cls": 0.1610275860875845, "loss_mask": 0.23652684222906828, "loss_rpn_cls": 0.03689522511558607, "loss_rpn_loc": 0.06697552546393126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916417092492861, "mask_rcnn/false_negative": 0.08782712877294421, "mask_rcnn/false_positive": 0.128785630606961, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9910070565529168, "total_loss": 0.7102918995078653}
{"data_time": 0.018832998350262642, "eta_seconds": 85855.83130657673, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.30006490622758175, "fast_rcnn/fg_cls_accuracy": 0.6717967344679674, "iteration": 183759, "loss_box_reg": 0.21965607488527894, "loss_cls": 0.18726474605500698, "loss_mask": 0.2301664836704731, "loss_rpn_cls": 0.03980524931102991, "loss_rpn_loc": 0.09079911815933883, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984131517837952, "mask_rcnn/false_negative": 0.08857236959452253, "mask_rcnn/false_positive": 0.11230704746601199, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9595849439501762, "total_loss": 0.7924835425801575}
{"data_time": 0.02142246114090085, "eta_seconds": 85835.92039950192, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2970359699668238, "fast_rcnn/fg_cls_accuracy": 0.6721887550200802, "iteration": 183779, "loss_box_reg": 0.21842649206519127, "loss_cls": 0.17701863311231136, "loss_mask": 0.24701710231602192, "loss_rpn_cls": 0.034437844064086676, "loss_rpn_loc": 0.07527457631658763, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999255386519976, "mask_rcnn/false_negative": 0.08950912207134451, "mask_rcnn/false_positive": 0.11716845355547861, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.02257375465706, "total_loss": 0.75260472856462}
{"data_time": 0.02595821488648653, "eta_seconds": 85786.00475993007, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.27570374830648803, "fast_rcnn/fg_cls_accuracy": 0.700033295281583, "iteration": 183799, "loss_box_reg": 0.22028579749166965, "loss_cls": 0.17299013677984476, "loss_mask": 0.24155243672430515, "loss_rpn_cls": 0.033524943341035396, "loss_rpn_loc": 0.07749027502723038, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964783873327822, "mask_rcnn/false_negative": 0.0965644481759631, "mask_rcnn/false_positive": 0.10348097214130442, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9874125244095922, "total_loss": 0.75472627178533}
{"data_time": 0.013440846931189299, "eta_seconds": 85781.70061687939, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.29566802086034516, "fast_rcnn/fg_cls_accuracy": 0.6700539265251095, "iteration": 183819, "loss_box_reg": 0.20431900769472122, "loss_cls": 0.16619008500128984, "loss_mask": 0.24064794927835464, "loss_rpn_cls": 0.030625186627730727, "loss_rpn_loc": 0.05958493344951421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986376146952637, "mask_rcnn/false_negative": 0.09488024458731842, "mask_rcnn/false_positive": 0.12090306439122016, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9937465689145029, "total_loss": 0.7020020338241011}
{"data_time": 0.01356419175863266, "eta_seconds": 85761.79305117577, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2429012274601018, "fast_rcnn/fg_cls_accuracy": 0.74, "iteration": 183839, "loss_box_reg": 0.21147982776165009, "loss_cls": 0.16758927330374718, "loss_mask": 0.2315482720732689, "loss_rpn_cls": 0.029679484199732542, "loss_rpn_loc": 0.06383950496092439, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084392654880551, "mask_rcnn/false_negative": 0.09236252895677399, "mask_rcnn/false_positive": 0.10740928122047833, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9655827106907964, "total_loss": 0.7028432502411306}
{"data_time": 0.0152448327280581, "eta_seconds": 85726.29292367026, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26163675083662913, "fast_rcnn/fg_cls_accuracy": 0.7190509953640578, "iteration": 183859, "loss_box_reg": 0.22034026961773634, "loss_cls": 0.16657860483974218, "loss_mask": 0.2291660699993372, "loss_rpn_cls": 0.031347029260359704, "loss_rpn_loc": 0.06651526456698775, "lr": 0.0001, "mask_rcnn/accuracy": 0.896453832738245, "mask_rcnn/false_negative": 0.08176470224525388, "mask_rcnn/false_positive": 0.10843616746076484, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0138696762733161, "total_loss": 0.724692594492808}
{"data_time": 0.015790218953043222, "eta_seconds": 85694.21687124297, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.30017667844522966, "fast_rcnn/fg_cls_accuracy": 0.6703885226963848, "iteration": 183879, "loss_box_reg": 0.2146694976836443, "loss_cls": 0.1683813901618123, "loss_mask": 0.2383690681308508, "loss_rpn_cls": 0.02881418855395168, "loss_rpn_loc": 0.07225667440798134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988685344827587, "mask_rcnn/false_negative": 0.09398605711936472, "mask_rcnn/false_positive": 0.13108392459824997, "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": 1.010522818658501, "total_loss": 0.7329475039150566}
{"data_time": 0.019812142476439476, "eta_seconds": 85722.7217616979, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3171980676328502, "fast_rcnn/fg_cls_accuracy": 0.671713747645951, "iteration": 183899, "loss_box_reg": 0.19461040385067463, "loss_cls": 0.17401756066828966, "loss_mask": 0.2332688868045807, "loss_rpn_cls": 0.02988816099241376, "loss_rpn_loc": 0.07105109968688339, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910092642871985, "mask_rcnn/false_negative": 0.09412835156298809, "mask_rcnn/false_positive": 0.1261085500491113, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0691377148032188, "total_loss": 0.7121000122278929}
{"data_time": 0.014275640714913607, "eta_seconds": 85628.91960814595, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.25339313045826956, "fast_rcnn/fg_cls_accuracy": 0.6902398676592225, "iteration": 183919, "loss_box_reg": 0.20756824500858784, "loss_cls": 0.16201808117330074, "loss_mask": 0.22897423058748245, "loss_rpn_cls": 0.0333987427293323, "loss_rpn_loc": 0.0839526402996853, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077853910662219, "mask_rcnn/false_negative": 0.07426552545767251, "mask_rcnn/false_positive": 0.10931445308278154, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9860480115748942, "total_loss": 0.7143976352526806}
{"data_time": 0.016365153715014458, "eta_seconds": 85600.46006541699, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.29867875609720373, "fast_rcnn/fg_cls_accuracy": 0.6817422572787379, "iteration": 183939, "loss_box_reg": 0.2060780543833971, "loss_cls": 0.16457747109234333, "loss_mask": 0.22685343772172928, "loss_rpn_cls": 0.030879067024216056, "loss_rpn_loc": 0.05649902462027967, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019875154081312, "mask_rcnn/false_negative": 0.08278304533666228, "mask_rcnn/false_positive": 0.11063647203536825, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9752892344258726, "total_loss": 0.6991712480084971}
{"data_time": 0.019784961827099323, "eta_seconds": 85570.84228338674, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3162110616656071, "fast_rcnn/fg_cls_accuracy": 0.6789128151260504, "iteration": 183959, "loss_box_reg": 0.19814972393214703, "loss_cls": 0.17545215226709843, "loss_mask": 0.2337922304868698, "loss_rpn_cls": 0.03390119317919016, "loss_rpn_loc": 0.053235200233757496, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002881980494901, "mask_rcnn/false_negative": 0.09482440131571065, "mask_rcnn/false_positive": 0.10443227558835566, "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": 1.0452339029870927, "total_loss": 0.6942458419362083}
{"data_time": 0.016108331736177206, "eta_seconds": 85569.23402291723, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.32733069775752704, "fast_rcnn/fg_cls_accuracy": 0.6513328927076449, "iteration": 183979, "loss_box_reg": 0.21321522071957588, "loss_cls": 0.17406343994662166, "loss_mask": 0.23834518529474735, "loss_rpn_cls": 0.031281457864679396, "loss_rpn_loc": 0.0587600888684392, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011871839203354, "mask_rcnn/false_negative": 0.08548616926195726, "mask_rcnn/false_positive": 0.10693419250822793, "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": 1.0260094814002514, "total_loss": 0.7178817781386897}
{"data_time": 0.016300763934850693, "eta_seconds": 85531.060394831, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2612549019607843, "fast_rcnn/fg_cls_accuracy": 0.6892937706055874, "iteration": 183999, "loss_box_reg": 0.20072046434506774, "loss_cls": 0.16630260506644845, "loss_mask": 0.2380007766187191, "loss_rpn_cls": 0.034798950888216496, "loss_rpn_loc": 0.07086896826513112, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089355550239766, "mask_rcnn/false_negative": 0.09487117385244184, "mask_rcnn/false_positive": 0.09527573206017617, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0191281391307712, "total_loss": 0.7257047259481624}
{"data_time": 0.01590512739494443, "eta_seconds": 85511.16945055313, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27693236714975844, "fast_rcnn/fg_cls_accuracy": 0.6851887322504853, "iteration": 184019, "loss_box_reg": 0.21331283543258905, "loss_cls": 0.1669832207262516, "loss_mask": 0.23390605859458447, "loss_rpn_cls": 0.035831820336170495, "loss_rpn_loc": 0.0737529022153467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996985181236056, "mask_rcnn/false_negative": 0.09757763964914239, "mask_rcnn/false_positive": 0.1192997598024519, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9836962972767651, "total_loss": 0.7649894626811147}
{"data_time": 0.0157824638299644, "eta_seconds": 85472.74594955146, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2676621840882215, "fast_rcnn/fg_cls_accuracy": 0.7131562302340291, "iteration": 184039, "loss_box_reg": 0.20796818658709526, "loss_cls": 0.163529297336936, "loss_mask": 0.23929729126393795, "loss_rpn_cls": 0.03283515991643071, "loss_rpn_loc": 0.07077639806084335, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006915266106443, "mask_rcnn/false_negative": 0.09055340502016687, "mask_rcnn/false_positive": 0.09986691164728112, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9994592620059848, "total_loss": 0.6915529444813728}
{"data_time": 0.015603725332766771, "eta_seconds": 85445.13814466074, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2573707350750336, "fast_rcnn/fg_cls_accuracy": 0.715580829184986, "iteration": 184059, "loss_box_reg": 0.20939604379236698, "loss_cls": 0.18310912791639566, "loss_mask": 0.23312241025269032, "loss_rpn_cls": 0.03468501381576061, "loss_rpn_loc": 0.07307361997663975, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002230724615055, "mask_rcnn/false_negative": 0.08479479686112497, "mask_rcnn/false_positive": 0.10721636323470998, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9751522419974208, "total_loss": 0.7444512632209808}
{"data_time": 0.013865582644939423, "eta_seconds": 85382.52699829638, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28277968102441714, "fast_rcnn/fg_cls_accuracy": 0.6927849328347875, "iteration": 184079, "loss_box_reg": 0.21777670085430145, "loss_cls": 0.17284207744523883, "loss_mask": 0.2414579652249813, "loss_rpn_cls": 0.03883730398956686, "loss_rpn_loc": 0.07003360893577337, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969887573349951, "mask_rcnn/false_negative": 0.09741747123568571, "mask_rcnn/false_positive": 0.11173455278082255, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9682417409494519, "total_loss": 0.7237603549147025}
{"data_time": 0.026792720425873995, "eta_seconds": 85405.3684736602, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2720716510903427, "fast_rcnn/fg_cls_accuracy": 0.7014096573208722, "iteration": 184099, "loss_box_reg": 0.20479844231158495, "loss_cls": 0.17323038540780544, "loss_mask": 0.24292678199708462, "loss_rpn_cls": 0.03485312149859965, "loss_rpn_loc": 0.07426221435889602, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973459284880397, "mask_rcnn/false_negative": 0.09049273455608771, "mask_rcnn/false_positive": 0.10816690332205128, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0099179078824818, "total_loss": 0.7484224226500373}
{"data_time": 0.01920396415516734, "eta_seconds": 85317.68962990493, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2898802411848065, "fast_rcnn/fg_cls_accuracy": 0.6592337773879355, "iteration": 184119, "loss_box_reg": 0.2179854717105627, "loss_cls": 0.17909232433885336, "loss_mask": 0.24308372475206852, "loss_rpn_cls": 0.03280237037688494, "loss_rpn_loc": 0.07722225598990917, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930384184868136, "mask_rcnn/false_negative": 0.09665980077310826, "mask_rcnn/false_positive": 0.12281241949614205, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9733665762469172, "total_loss": 0.7832154257921502}
{"data_time": 0.01907153520733118, "eta_seconds": 85268.17912587896, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3077233826081752, "fast_rcnn/fg_cls_accuracy": 0.6681386924271174, "iteration": 184139, "loss_box_reg": 0.19796975515782833, "loss_cls": 0.165387068875134, "loss_mask": 0.23510459065437317, "loss_rpn_cls": 0.027297510125208646, "loss_rpn_loc": 0.055452191387303174, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045789320126878, "mask_rcnn/false_negative": 0.0804662107190168, "mask_rcnn/false_positive": 0.11553720346320687, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9961819536983967, "total_loss": 0.673066180665046}
{"data_time": 0.01949829887598753, "eta_seconds": 85248.31698305905, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2814442323692067, "fast_rcnn/fg_cls_accuracy": 0.6811928811928811, "iteration": 184159, "loss_box_reg": 0.21330291917547584, "loss_cls": 0.17769415490329266, "loss_mask": 0.23370729200541973, "loss_rpn_cls": 0.028672472690232098, "loss_rpn_loc": 0.07478695712052286, "lr": 0.0001, "mask_rcnn/accuracy": 0.899798521143486, "mask_rcnn/false_negative": 0.08995306504116887, "mask_rcnn/false_positive": 0.11418162011968769, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9865093622356653, "total_loss": 0.7177956100204028}
{"data_time": 0.015570960938930511, "eta_seconds": 85200.31030161306, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.27136356314432986, "fast_rcnn/fg_cls_accuracy": 0.6771653543307086, "iteration": 184179, "loss_box_reg": 0.20299787819385529, "loss_cls": 0.17132344469428062, "loss_mask": 0.23457683995366096, "loss_rpn_cls": 0.028226336929947138, "loss_rpn_loc": 0.07486194535158575, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031231876287539, "mask_rcnn/false_negative": 0.0918279558919809, "mask_rcnn/false_positive": 0.11415247671184932, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0173279121518135, "total_loss": 0.7248309829737991}
{"data_time": 0.014921022113412619, "eta_seconds": 85263.27765891328, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2746371245846134, "fast_rcnn/fg_cls_accuracy": 0.6812674930027989, "iteration": 184199, "loss_box_reg": 0.2109356727451086, "loss_cls": 0.1797040831297636, "loss_mask": 0.22701572440564632, "loss_rpn_cls": 0.02766079385764897, "loss_rpn_loc": 0.0634403727017343, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021202295785984, "mask_rcnn/false_negative": 0.07773511027403769, "mask_rcnn/false_positive": 0.11963411788211054, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.032459819689393, "total_loss": 0.7232868129503913}
{"data_time": 0.01817208342254162, "eta_seconds": 85277.67073191702, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2786527134442729, "fast_rcnn/fg_cls_accuracy": 0.6745948560832056, "iteration": 184219, "loss_box_reg": 0.2108706128783524, "loss_cls": 0.16958255041390657, "loss_mask": 0.2438365537673235, "loss_rpn_cls": 0.030664143967442214, "loss_rpn_loc": 0.0666854758746922, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912007962427234, "mask_rcnn/false_negative": 0.08907190864086267, "mask_rcnn/false_positive": 0.11284726218305757, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9850297318771482, "total_loss": 0.7201056393096223}
{"data_time": 0.017653105314821005, "eta_seconds": 85257.78785228729, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2542575265239009, "fast_rcnn/fg_cls_accuracy": 0.6788576300085252, "iteration": 184239, "loss_box_reg": 0.22556056268513203, "loss_cls": 0.17873801290988922, "loss_mask": 0.2417051773518324, "loss_rpn_cls": 0.03532500355504453, "loss_rpn_loc": 0.07391013822052628, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876582734422673, "mask_rcnn/false_negative": 0.08525696474940359, "mask_rcnn/false_positive": 0.12801796619821185, "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": 1.0037862961180508, "total_loss": 0.7669978484045714}
{"data_time": 0.014579502865672112, "eta_seconds": 85134.161936827, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.27674210211898653, "fast_rcnn/fg_cls_accuracy": 0.7038946455004849, "iteration": 184259, "loss_box_reg": 0.2125506578013301, "loss_cls": 0.16779044270515442, "loss_mask": 0.23382719978690147, "loss_rpn_cls": 0.03269444976467639, "loss_rpn_loc": 0.06807618751190603, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057295361643187, "mask_rcnn/false_negative": 0.07952994211962475, "mask_rcnn/false_positive": 0.10638847371842564, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9788528624922037, "total_loss": 0.7420185186201707}
{"data_time": 0.019711234606802464, "eta_seconds": 85218.02209302783, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29999360440017264, "fast_rcnn/fg_cls_accuracy": 0.6870153193110391, "iteration": 184279, "loss_box_reg": 0.24420030321925879, "loss_cls": 0.18835223466157913, "loss_mask": 0.23939117789268494, "loss_rpn_cls": 0.033798726508393884, "loss_rpn_loc": 0.08775983564555645, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004462200780201, "mask_rcnn/false_negative": 0.09268803904726622, "mask_rcnn/false_positive": 0.1116775883038175, "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": 1.0146368159912527, "total_loss": 0.8482167607871816}
{"data_time": 0.015213281381875277, "eta_seconds": 85198.1392133981, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.31866045845272206, "fast_rcnn/fg_cls_accuracy": 0.6382685036176421, "iteration": 184299, "loss_box_reg": 0.20708645693957806, "loss_cls": 0.16858756821602583, "loss_mask": 0.23002959042787552, "loss_rpn_cls": 0.03201996337156743, "loss_rpn_loc": 0.06914777075871825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975953392363234, "mask_rcnn/false_negative": 0.09077122030140108, "mask_rcnn/false_positive": 0.11085028000029798, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9637901815585792, "total_loss": 0.7059920775936916}
{"data_time": 0.020953380037099123, "eta_seconds": 85212.80528638512, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2327185507419105, "fast_rcnn/fg_cls_accuracy": 0.7262731181681604, "iteration": 184319, "loss_box_reg": 0.21918983664363623, "loss_cls": 0.16824686340987682, "loss_mask": 0.23829383216798306, "loss_rpn_cls": 0.0292495577596128, "loss_rpn_loc": 0.07587407645769417, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036085404460941, "mask_rcnn/false_negative": 0.07997224004472689, "mask_rcnn/false_positive": 0.1064094525613545, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.038554615341127, "total_loss": 0.7270336665678769}
{"data_time": 0.017147504724562168, "eta_seconds": 85208.17729529925, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.27904218873529624, "fast_rcnn/fg_cls_accuracy": 0.6831221611283768, "iteration": 184339, "loss_box_reg": 0.21271818969398737, "loss_cls": 0.1830918127670884, "loss_mask": 0.23338661901652813, "loss_rpn_cls": 0.030133315594866872, "loss_rpn_loc": 0.07191581057850271, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026802936697251, "mask_rcnn/false_negative": 0.09226036797882373, "mask_rcnn/false_positive": 0.11111411837203206, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9797991397790611, "total_loss": 0.7587885145330802}
{"data_time": 0.018602835945785046, "eta_seconds": 85188.28278740868, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.30636404595629646, "fast_rcnn/fg_cls_accuracy": 0.6717315956073493, "iteration": 184359, "loss_box_reg": 0.21195634827017784, "loss_cls": 0.17456842958927155, "loss_mask": 0.23307386226952076, "loss_rpn_cls": 0.033903551986441016, "loss_rpn_loc": 0.07332869968377054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882387933754243, "mask_rcnn/false_negative": 0.09525001738015548, "mask_rcnn/false_positive": 0.12070923676453052, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9902136023156345, "total_loss": 0.7226943026762456}
{"data_time": 0.02323295082896948, "eta_seconds": 85153.13245355152, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2888724836476789, "fast_rcnn/fg_cls_accuracy": 0.6835750171271979, "iteration": 184379, "loss_box_reg": 0.22240017727017403, "loss_cls": 0.16709425020962954, "loss_mask": 0.24485245533287525, "loss_rpn_cls": 0.03285729989875108, "loss_rpn_loc": 0.06477414187975228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975297533729211, "mask_rcnn/false_negative": 0.09578438637682041, "mask_rcnn/false_positive": 0.1014045821606673, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9785186378285289, "total_loss": 0.7573766843415797}
{"data_time": 0.01779503282159567, "eta_seconds": 85114.78656679392, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.276320540446101, "fast_rcnn/fg_cls_accuracy": 0.7089524548413756, "iteration": 184399, "loss_box_reg": 0.21145536564290524, "loss_cls": 0.1715945526957512, "loss_mask": 0.23205899447202682, "loss_rpn_cls": 0.03526595755829476, "loss_rpn_loc": 0.07654498622287065, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923138509436033, "mask_rcnn/false_negative": 0.08633717441586572, "mask_rcnn/false_positive": 0.12423499338414627, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9747170470654964, "total_loss": 0.7434912431635894}
{"data_time": 0.014412131160497665, "eta_seconds": 85078.84193561971, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.25988554247309115, "fast_rcnn/fg_cls_accuracy": 0.6994015444015445, "iteration": 184419, "loss_box_reg": 0.1963202077895403, "loss_cls": 0.1574624264612794, "loss_mask": 0.23414331302046776, "loss_rpn_cls": 0.03505269787274301, "loss_rpn_loc": 0.06359809800051153, "lr": 0.0001, "mask_rcnn/accuracy": 0.907808006829619, "mask_rcnn/false_negative": 0.07794362971438051, "mask_rcnn/false_positive": 0.10944893166019581, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9579560770653188, "total_loss": 0.6676660052035004}
{"data_time": 0.01690564025193453, "eta_seconds": 85015.95043569803, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.3035714285714286, "fast_rcnn/fg_cls_accuracy": 0.6684511523907809, "iteration": 184439, "loss_box_reg": 0.20433976873755455, "loss_cls": 0.16298937052488327, "loss_mask": 0.2503702752292156, "loss_rpn_cls": 0.030647972249425948, "loss_rpn_loc": 0.07323466194793582, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879935008271741, "mask_rcnn/false_negative": 0.097932305872932, "mask_rcnn/false_positive": 0.13517116990731623, "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": 0.9778973013162613, "total_loss": 0.7269457540242001}
{"data_time": 0.016759124118834734, "eta_seconds": 84847.8050094936, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.331174492464815, "fast_rcnn/fg_cls_accuracy": 0.6468807656826568, "iteration": 184459, "loss_box_reg": 0.21168881095945835, "loss_cls": 0.1651065219193697, "loss_mask": 0.24132104590535164, "loss_rpn_cls": 0.032353771035559475, "loss_rpn_loc": 0.06901609105989337, "lr": 0.0001, "mask_rcnn/accuracy": 0.8809961633462908, "mask_rcnn/false_negative": 0.09362191774517091, "mask_rcnn/false_positive": 0.12619659599876634, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9628112092614174, "total_loss": 0.7183289134409279}
{"data_time": 0.016490506939589977, "eta_seconds": 84884.3509047851, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.2951593147825487, "fast_rcnn/fg_cls_accuracy": 0.6711502782931353, "iteration": 184479, "loss_box_reg": 0.20760582387447357, "loss_cls": 0.1797222550958395, "loss_mask": 0.23639950156211853, "loss_rpn_cls": 0.033727006579283625, "loss_rpn_loc": 0.07875137543305755, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047383542072935, "mask_rcnn/false_negative": 0.08425654529124713, "mask_rcnn/false_positive": 0.10736034520265356, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9892306202091277, "total_loss": 0.7356991783017293}
{"data_time": 0.015535696875303984, "eta_seconds": 84974.69395352527, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34077586943518756, "fast_rcnn/fg_cls_accuracy": 0.6283856805133401, "iteration": 184499, "loss_box_reg": 0.21651656832545996, "loss_cls": 0.1748126083984971, "loss_mask": 0.23974422179162502, "loss_rpn_cls": 0.036954345647245646, "loss_rpn_loc": 0.08662055479362607, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921215859654783, "mask_rcnn/false_negative": 0.10294560437288577, "mask_rcnn/false_positive": 0.11562488828561301, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0158505607396364, "total_loss": 0.7432243705261499}
{"data_time": 0.01917892787605524, "eta_seconds": 85044.0813999623, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3065138056875301, "fast_rcnn/fg_cls_accuracy": 0.6570675249965758, "iteration": 184519, "loss_box_reg": 0.2316976748406887, "loss_cls": 0.1735179079696536, "loss_mask": 0.24447907507419586, "loss_rpn_cls": 0.03156837643473409, "loss_rpn_loc": 0.08925552247092128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954297268140309, "mask_rcnn/false_negative": 0.08726778720460836, "mask_rcnn/false_positive": 0.12260782776000816, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0047925598919392, "total_loss": 0.7880678102374077}
{"data_time": 0.017298055812716484, "eta_seconds": 85024.18339308351, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.28547189819724283, "fast_rcnn/fg_cls_accuracy": 0.7022029897718332, "iteration": 184539, "loss_box_reg": 0.20075169205665588, "loss_cls": 0.16049488075077534, "loss_mask": 0.23033975809812546, "loss_rpn_cls": 0.030152734834700823, "loss_rpn_loc": 0.06351368012838066, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046037343602533, "mask_rcnn/false_negative": 0.09826805616261841, "mask_rcnn/false_positive": 0.09888717204867045, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0033451267518103, "total_loss": 0.6800653653917834}
{"data_time": 0.014484160579741001, "eta_seconds": 85004.28538620472, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28682845660571976, "fast_rcnn/fg_cls_accuracy": 0.6848837788064308, "iteration": 184559, "loss_box_reg": 0.2040436128154397, "loss_cls": 0.16573956329375505, "loss_mask": 0.2400391399860382, "loss_rpn_cls": 0.03329508937895298, "loss_rpn_loc": 0.06805513985455036, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989834506192473, "mask_rcnn/false_negative": 0.08816044560391942, "mask_rcnn/false_positive": 0.11538376266534507, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0205328282900155, "total_loss": 0.7575817962642759}
{"data_time": 0.014225402846932411, "eta_seconds": 84958.90052228235, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.30425740151700514, "fast_rcnn/fg_cls_accuracy": 0.6541980565563926, "iteration": 184579, "loss_box_reg": 0.22025329805910587, "loss_cls": 0.182442307472229, "loss_mask": 0.24540554638952017, "loss_rpn_cls": 0.03296793717890978, "loss_rpn_loc": 0.06396134407259524, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986160893567752, "mask_rcnn/false_negative": 0.09389176226173898, "mask_rcnn/false_positive": 0.09906433035010276, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9767264435067773, "total_loss": 0.7614294504164718}
{"data_time": 0.01969089452177286, "eta_seconds": 84918.3731008321, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.3089310258653005, "fast_rcnn/fg_cls_accuracy": 0.6688833957460938, "iteration": 184599, "loss_box_reg": 0.2159089483320713, "loss_cls": 0.16796591086313128, "loss_mask": 0.2415627148002386, "loss_rpn_cls": 0.030258709215559065, "loss_rpn_loc": 0.08173458627425134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930018409162765, "mask_rcnn/false_negative": 0.08895408956185037, "mask_rcnn/false_positive": 0.1288445670841809, "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": 0.9826809940859675, "total_loss": 0.7437991507176775}
{"data_time": 0.017084841150790453, "eta_seconds": 84944.59136556834, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.27966687617850405, "fast_rcnn/fg_cls_accuracy": 0.7035598579179515, "iteration": 184619, "loss_box_reg": 0.2133112670853734, "loss_cls": 0.16992433136329055, "loss_mask": 0.24239320866763592, "loss_rpn_cls": 0.037174955010414124, "loss_rpn_loc": 0.08182654599659145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884430367043149, "mask_rcnn/false_negative": 0.09709359652310501, "mask_rcnn/false_positive": 0.1176070933102859, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.010277430061251, "total_loss": 0.7783048781566322}
{"data_time": 0.015945959836244583, "eta_seconds": 84941.86569552869, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2691970732646577, "fast_rcnn/fg_cls_accuracy": 0.7049938454603769, "iteration": 184639, "loss_box_reg": 0.2153798770159483, "loss_cls": 0.17220610845834017, "loss_mask": 0.23206621780991554, "loss_rpn_cls": 0.02963217010255903, "loss_rpn_loc": 0.0659716660156846, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996142761444945, "mask_rcnn/false_negative": 0.08568296502287348, "mask_rcnn/false_positive": 0.10882693039883311, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0499559165909886, "total_loss": 0.7235771132400259}
{"data_time": 0.018233724404126406, "eta_seconds": 84931.07792732306, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.38608558994197295, "fast_rcnn/fg_cls_accuracy": 0.5812802224371374, "iteration": 184659, "loss_box_reg": 0.2098113540560007, "loss_cls": 0.1697961464524269, "loss_mask": 0.2415766827762127, "loss_rpn_cls": 0.039525071159005165, "loss_rpn_loc": 0.08162419288419187, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959345008495201, "mask_rcnn/false_negative": 0.09805089374490966, "mask_rcnn/false_positive": 0.11605838547345132, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0015520602464676, "total_loss": 0.7737386720255017}
{"data_time": 0.015620712656527758, "eta_seconds": 84870.95906959847, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24583333333333335, "fast_rcnn/fg_cls_accuracy": 0.7083333333333334, "iteration": 184679, "loss_box_reg": 0.20359470648691058, "loss_cls": 0.1601412813179195, "loss_mask": 0.22115651052445173, "loss_rpn_cls": 0.031640946166589856, "loss_rpn_loc": 0.06643109186552465, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084406817362707, "mask_rcnn/false_negative": 0.07633048400406227, "mask_rcnn/false_positive": 0.10161032127323483, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9757244046777487, "total_loss": 0.6873225318267941}
{"data_time": 0.013269598130136728, "eta_seconds": 84851.06433001347, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2576794097920858, "fast_rcnn/fg_cls_accuracy": 0.6985347985347985, "iteration": 184699, "loss_box_reg": 0.19638925045728683, "loss_cls": 0.16650659311562777, "loss_mask": 0.23769365064799786, "loss_rpn_cls": 0.02500295708887279, "loss_rpn_loc": 0.049576552119106054, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982189348724052, "mask_rcnn/false_negative": 0.0872245525925665, "mask_rcnn/false_positive": 0.11711431809335879, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9886840665712953, "total_loss": 0.6701874894788489}
{"data_time": 0.01642892463132739, "eta_seconds": 84871.3654281944, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.3183039387083505, "fast_rcnn/fg_cls_accuracy": 0.6717566195422948, "iteration": 184719, "loss_box_reg": 0.23670107312500477, "loss_cls": 0.1983018834143877, "loss_mask": 0.2457529418170452, "loss_rpn_cls": 0.033053408667910844, "loss_rpn_loc": 0.09982060082256794, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881010077936217, "mask_rcnn/false_negative": 0.10463115855959564, "mask_rcnn/false_positive": 0.11304551525085772, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0249805748462677, "total_loss": 0.8035714868456125}
{"data_time": 0.022630097810178995, "eta_seconds": 84864.85272221267, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2802490449603291, "fast_rcnn/fg_cls_accuracy": 0.6982879924953096, "iteration": 184739, "loss_box_reg": 0.2200977113097906, "loss_cls": 0.18816710263490677, "loss_mask": 0.24140050821006298, "loss_rpn_cls": 0.030164643772877753, "loss_rpn_loc": 0.07234220113605261, "lr": 0.0001, "mask_rcnn/accuracy": 0.89412411327294, "mask_rcnn/false_negative": 0.08598834358964236, "mask_rcnn/false_positive": 0.13028579064050422, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0150875630788505, "total_loss": 0.7515259860083461}
{"data_time": 0.013981129974126816, "eta_seconds": 84899.803795591, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3158664681678143, "fast_rcnn/fg_cls_accuracy": 0.6559853275774066, "iteration": 184759, "loss_box_reg": 0.22444741986691952, "loss_cls": 0.1685015708208084, "loss_mask": 0.23999672383069992, "loss_rpn_cls": 0.031416684039868414, "loss_rpn_loc": 0.07154529076069593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995302779868523, "mask_rcnn/false_negative": 0.08359415891447297, "mask_rcnn/false_positive": 0.11502254785654961, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0085834101773798, "total_loss": 0.7292283086571842}
{"data_time": 0.01905783684924245, "eta_seconds": 84852.97361410223, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2887889908256881, "fast_rcnn/fg_cls_accuracy": 0.6673725805688325, "iteration": 184779, "loss_box_reg": 0.22646789997816086, "loss_cls": 0.1762934885919094, "loss_mask": 0.23171251453459263, "loss_rpn_cls": 0.03198527346830815, "loss_rpn_loc": 0.060386030934751034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934465849276774, "mask_rcnn/false_negative": 0.09187961298399543, "mask_rcnn/false_positive": 0.10255254924800072, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0158594055101275, "total_loss": 0.7081531218864257}
{"data_time": 0.01472846744582057, "eta_seconds": 84862.62665670365, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.27829349423686855, "fast_rcnn/fg_cls_accuracy": 0.7073695882004074, "iteration": 184799, "loss_box_reg": 0.20389305986464024, "loss_cls": 0.1702890982851386, "loss_mask": 0.22141665779054165, "loss_rpn_cls": 0.030998599249869585, "loss_rpn_loc": 0.06904317205771804, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054481441699487, "mask_rcnn/false_negative": 0.07950789667132169, "mask_rcnn/false_positive": 0.11183234980514745, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.008154804352671, "total_loss": 0.7244490423472598}
{"data_time": 0.020597172901034355, "eta_seconds": 84813.14588651992, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.260438443670151, "fast_rcnn/fg_cls_accuracy": 0.6947892271662763, "iteration": 184819, "loss_box_reg": 0.20860721170902252, "loss_cls": 0.17398868780583143, "loss_mask": 0.23491447232663631, "loss_rpn_cls": 0.035718047991395, "loss_rpn_loc": 0.07301787100732327, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085621371782993, "mask_rcnn/false_negative": 0.07566156378632519, "mask_rcnn/false_positive": 0.11104139396298375, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9726700061000884, "total_loss": 0.7601015105610713}
{"data_time": 0.016832463443279266, "eta_seconds": 84793.23202272877, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29331435259165894, "fast_rcnn/fg_cls_accuracy": 0.6893666584141702, "iteration": 184839, "loss_box_reg": 0.22241625096648932, "loss_cls": 0.17744063213467598, "loss_mask": 0.23859307169914246, "loss_rpn_cls": 0.03167379542719573, "loss_rpn_loc": 0.06856751209124923, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015472130881338, "mask_rcnn/false_negative": 0.08323107730844723, "mask_rcnn/false_positive": 0.11282476552630946, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9887535627931356, "total_loss": 0.7382191313081421}
{"data_time": 0.013816006015986204, "eta_seconds": 84773.31815893762, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3370984737754512, "fast_rcnn/fg_cls_accuracy": 0.6528213106667173, "iteration": 184859, "loss_box_reg": 0.20974858663976192, "loss_cls": 0.18080698233097792, "loss_mask": 0.22861199267208576, "loss_rpn_cls": 0.03366870665922761, "loss_rpn_loc": 0.07430074363946915, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963423974867439, "mask_rcnn/false_negative": 0.09521765919029124, "mask_rcnn/false_positive": 0.12567072034021617, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0358780515380204, "total_loss": 0.736755597172305}
{"data_time": 0.023773794528096914, "eta_seconds": 84727.00512200594, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2794226044226044, "fast_rcnn/fg_cls_accuracy": 0.7104115479115478, "iteration": 184879, "loss_box_reg": 0.2019960293546319, "loss_cls": 0.16905278153717518, "loss_mask": 0.22861850820481777, "loss_rpn_cls": 0.03335330681875348, "loss_rpn_loc": 0.06512952758930624, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999701978900307, "mask_rcnn/false_negative": 0.07856620077197243, "mask_rcnn/false_positive": 0.10775372341372726, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9846463953144848, "total_loss": 0.7159841598477215}
{"data_time": 0.014689416624605656, "eta_seconds": 84707.09746102802, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2910578747628083, "fast_rcnn/fg_cls_accuracy": 0.664628657164291, "iteration": 184899, "loss_box_reg": 0.20188480615615845, "loss_cls": 0.1634433213621378, "loss_mask": 0.22800318896770477, "loss_rpn_cls": 0.024916139256674796, "loss_rpn_loc": 0.06054488895460963, "lr": 0.0001, "mask_rcnn/accuracy": 0.909329664631004, "mask_rcnn/false_negative": 0.08631756899594187, "mask_rcnn/false_positive": 0.08494569776522952, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0201172190718353, "total_loss": 0.6881816619425081}
{"data_time": 0.02029507514089346, "eta_seconds": 84703.7168793194, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.26781252110488285, "fast_rcnn/fg_cls_accuracy": 0.6812941594548267, "iteration": 184919, "loss_box_reg": 0.20903784409165382, "loss_cls": 0.16652664076536894, "loss_mask": 0.22749116271734238, "loss_rpn_cls": 0.028224637499079108, "loss_rpn_loc": 0.05761444801464677, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064931876268632, "mask_rcnn/false_negative": 0.09070404608952978, "mask_rcnn/false_positive": 0.10189097817678737, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9905748744495213, "total_loss": 0.7035463096108288}
{"data_time": 0.01617130357772112, "eta_seconds": 84693.662703773, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.30120937263794406, "fast_rcnn/fg_cls_accuracy": 0.6947526583448913, "iteration": 184939, "loss_box_reg": 0.1945454515516758, "loss_cls": 0.1599542135372758, "loss_mask": 0.23556992411613464, "loss_rpn_cls": 0.026240669190883636, "loss_rpn_loc": 0.058277953416109085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908033020739915, "mask_rcnn/false_negative": 0.09353264519655378, "mask_rcnn/false_positive": 0.12330588401264012, "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": 0.9984760121442378, "total_loss": 0.6741158640943468}
{"data_time": 0.022989874705672264, "eta_seconds": 84700.60200348496, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3140644292288697, "fast_rcnn/fg_cls_accuracy": 0.6533554099605945, "iteration": 184959, "loss_box_reg": 0.2041075173765421, "loss_cls": 0.18000170541927218, "loss_mask": 0.22689515445381403, "loss_rpn_cls": 0.034033392439596355, "loss_rpn_loc": 0.07107872539199889, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950002948808682, "mask_rcnn/false_negative": 0.08569431003623024, "mask_rcnn/false_positive": 0.10928381529867316, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0691782156936824, "total_loss": 0.7092928050551564}
{"data_time": 0.015654111746698618, "eta_seconds": 84684.70335038379, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2716286869882608, "fast_rcnn/fg_cls_accuracy": 0.7183594596546992, "iteration": 184979, "loss_box_reg": 0.20495829731225967, "loss_cls": 0.1652993131428957, "loss_mask": 0.2339586764574051, "loss_rpn_cls": 0.026009610970504582, "loss_rpn_loc": 0.06346539268270135, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045124573598493, "mask_rcnn/false_negative": 0.08474240933840982, "mask_rcnn/false_positive": 0.12337241292367221, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0162350656464696, "total_loss": 0.7069606565637514}
{"data_time": 0.022304292768239975, "eta_seconds": 84663.41861290857, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3118889707688529, "fast_rcnn/fg_cls_accuracy": 0.6736260914227017, "iteration": 184999, "loss_box_reg": 0.18414184544235468, "loss_cls": 0.17314903531223536, "loss_mask": 0.22456645593047142, "loss_rpn_cls": 0.02494778053369373, "loss_rpn_loc": 0.06774415052495897, "lr": 0.0001, "mask_rcnn/accuracy": 0.904164544239596, "mask_rcnn/false_negative": 0.08083306556393562, "mask_rcnn/false_positive": 0.11786873936555887, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0014274138957262, "total_loss": 0.6545977985369973}
{"data_time": 0.018803383223712444, "eta_seconds": 84614.0072486084, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26465018680587543, "fast_rcnn/fg_cls_accuracy": 0.715213640515579, "iteration": 185019, "loss_box_reg": 0.2084396407008171, "loss_cls": 0.1568787433207035, "loss_mask": 0.23170622624456882, "loss_rpn_cls": 0.02904345514252782, "loss_rpn_loc": 0.07072198356036097, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000233766745711, "mask_rcnn/false_negative": 0.09647178243749197, "mask_rcnn/false_positive": 0.09789365444639533, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9901499091647565, "total_loss": 0.6848923824727535}
{"data_time": 0.01805735193192959, "eta_seconds": 84620.92128664255, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.25689127410057644, "fast_rcnn/fg_cls_accuracy": 0.6924070761280063, "iteration": 185039, "loss_box_reg": 0.20945183094590902, "loss_cls": 0.1712626088410616, "loss_mask": 0.2294728821143508, "loss_rpn_cls": 0.029549489729106426, "loss_rpn_loc": 0.07588291558204219, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974892762023947, "mask_rcnn/false_negative": 0.09094972051634803, "mask_rcnn/false_positive": 0.10317019783509457, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0128661901690066, "total_loss": 0.722894016536884}
{"data_time": 0.025214052759110928, "eta_seconds": 84633.22768770158, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2885204081632653, "fast_rcnn/fg_cls_accuracy": 0.6772534013605442, "iteration": 185059, "loss_box_reg": 0.2006960492581129, "loss_cls": 0.1600751681253314, "loss_mask": 0.2305431105196476, "loss_rpn_cls": 0.025411300652194768, "loss_rpn_loc": 0.05585133587010205, "lr": 0.0001, "mask_rcnn/accuracy": 0.9108924217277272, "mask_rcnn/false_negative": 0.08227891650782768, "mask_rcnn/false_positive": 0.10111525441625675, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0236003906466067, "total_loss": 0.6917001640540548}
{"data_time": 0.03201430104672909, "eta_seconds": 84716.71393100172, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2800158065397712, "fast_rcnn/fg_cls_accuracy": 0.6888468702829431, "iteration": 185079, "loss_box_reg": 0.2193719483911991, "loss_cls": 0.18405456561595201, "loss_mask": 0.24728085845708847, "loss_rpn_cls": 0.036447585793212056, "loss_rpn_loc": 0.08541677193716168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910865827028855, "mask_rcnn/false_negative": 0.09555016818832929, "mask_rcnn/false_positive": 0.10848850479605726, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.040321882814169, "total_loss": 0.7778261721832678}
{"data_time": 0.015872265677899122, "eta_seconds": 84696.76180807874, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.26248597081930414, "fast_rcnn/fg_cls_accuracy": 0.6668502651978784, "iteration": 185099, "loss_box_reg": 0.22436864580959082, "loss_cls": 0.18460640171542764, "loss_mask": 0.23964009433984756, "loss_rpn_cls": 0.037049259641207755, "loss_rpn_loc": 0.08486694132443517, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063808158200231, "mask_rcnn/false_negative": 0.09393020294476075, "mask_rcnn/false_positive": 0.10433526743151036, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0427056387998164, "total_loss": 0.7798321635345928}
{"data_time": 0.02154340222477913, "eta_seconds": 84747.47473031282, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2912457912457912, "fast_rcnn/fg_cls_accuracy": 0.6611391492429705, "iteration": 185119, "loss_box_reg": 0.19824727531522512, "loss_cls": 0.1633012006059289, "loss_mask": 0.2407121006399393, "loss_rpn_cls": 0.02894305356312543, "loss_rpn_loc": 0.06276270735543221, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947826223356941, "mask_rcnn/false_negative": 0.10228355709360694, "mask_rcnn/false_positive": 0.11471379377646725, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9981597657315433, "total_loss": 0.7056298356910702}
{"data_time": 0.015321597922593355, "eta_seconds": 84746.54256083071, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2724014336917563, "fast_rcnn/fg_cls_accuracy": 0.6711969870640249, "iteration": 185139, "loss_box_reg": 0.20225713402032852, "loss_cls": 0.15934317465871572, "loss_mask": 0.2268547136336565, "loss_rpn_cls": 0.02723085624165833, "loss_rpn_loc": 0.065359732194338, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002002373784462, "mask_rcnn/false_negative": 0.08345089455466037, "mask_rcnn/false_positive": 0.10742538747763711, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 0.97560522146523, "total_loss": 0.6852166097669397}
{"data_time": 0.02156079886481166, "eta_seconds": 84792.53419686109, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2881811643947566, "fast_rcnn/fg_cls_accuracy": 0.6876568230071415, "iteration": 185159, "loss_box_reg": 0.19893485493957996, "loss_cls": 0.1593728894367814, "loss_mask": 0.22996027767658234, "loss_rpn_cls": 0.029777956195175648, "loss_rpn_loc": 0.07424400490708649, "lr": 0.0001, "mask_rcnn/accuracy": 0.899947877619633, "mask_rcnn/false_negative": 0.09156173424115784, "mask_rcnn/false_positive": 0.11901753208224194, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.003786395303905, "total_loss": 0.6925541994278319}
{"data_time": 0.01682137046009302, "eta_seconds": 84797.28125903755, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2843857385572489, "fast_rcnn/fg_cls_accuracy": 0.6733822323022729, "iteration": 185179, "loss_box_reg": 0.2159074554219842, "loss_cls": 0.17273659445345402, "loss_mask": 0.23006504401564598, "loss_rpn_cls": 0.030760997673496604, "loss_rpn_loc": 0.06625362613704056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937203557298659, "mask_rcnn/false_negative": 0.09498802363477135, "mask_rcnn/false_positive": 0.1286924087634595, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0244034007191658, "total_loss": 0.7318298173777293}
{"data_time": 0.015483651775866747, "eta_seconds": 84731.17927089334, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28649389825860416, "fast_rcnn/fg_cls_accuracy": 0.6890406162464986, "iteration": 185199, "loss_box_reg": 0.21853600814938545, "loss_cls": 0.16436367575079203, "loss_mask": 0.2438240386545658, "loss_rpn_cls": 0.03421442420221865, "loss_rpn_loc": 0.07847441895864904, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971773358764881, "mask_rcnn/false_negative": 0.09186831704702514, "mask_rcnn/false_positive": 0.1128207244772762, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0061674118041992, "total_loss": 0.7619730639271438}
{"data_time": 0.02153991488739848, "eta_seconds": 84756.21230766177, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.25676832530765115, "fast_rcnn/fg_cls_accuracy": 0.7021649817661451, "iteration": 185219, "loss_box_reg": 0.18738396000117064, "loss_cls": 0.15601117070764303, "loss_mask": 0.22155039012432098, "loss_rpn_cls": 0.037141916778637096, "loss_rpn_loc": 0.07095066655892879, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022049363728207, "mask_rcnn/false_negative": 0.09261816929658172, "mask_rcnn/false_positive": 0.1117373428227798, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0077160126529634, "total_loss": 0.6952750496566296}
{"data_time": 0.026092792861163616, "eta_seconds": 84752.34308443964, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29653698791629823, "fast_rcnn/fg_cls_accuracy": 0.6688034188034188, "iteration": 185239, "loss_box_reg": 0.21755262836813927, "loss_cls": 0.19147022534161806, "loss_mask": 0.23440247774124146, "loss_rpn_cls": 0.03259110439103097, "loss_rpn_loc": 0.08996247337199748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937755311598901, "mask_rcnn/false_negative": 0.09221464394477885, "mask_rcnn/false_positive": 0.10886735644033618, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0232442505657673, "total_loss": 0.7852926787454635}
{"data_time": 0.014523942954838276, "eta_seconds": 84738.27393466607, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31588855421686746, "fast_rcnn/fg_cls_accuracy": 0.6640625, "iteration": 185259, "loss_box_reg": 0.21459109149873257, "loss_cls": 0.172338938806206, "loss_mask": 0.2352475468069315, "loss_rpn_cls": 0.02985894214361906, "loss_rpn_loc": 0.07095449324697256, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920051651460379, "mask_rcnn/false_negative": 0.09703933818327595, "mask_rcnn/false_positive": 0.11883666819061095, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9967457698658109, "total_loss": 0.7161194598302245}
{"data_time": 0.015457897447049618, "eta_seconds": 84630.8450428024, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28953005486566497, "fast_rcnn/fg_cls_accuracy": 0.7002248296213026, "iteration": 185279, "loss_box_reg": 0.20671442802995443, "loss_cls": 0.16697717364877462, "loss_mask": 0.23098035529255867, "loss_rpn_cls": 0.03354929748456925, "loss_rpn_loc": 0.06283624400384724, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019581675515232, "mask_rcnn/false_negative": 0.08918661007737472, "mask_rcnn/false_positive": 0.11452564326570355, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9829849200323224, "total_loss": 0.7112499926006421}
{"data_time": 0.0147224310785532, "eta_seconds": 84706.56673549674, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28510393958268454, "fast_rcnn/fg_cls_accuracy": 0.6724554341575618, "iteration": 185299, "loss_box_reg": 0.192257197573781, "loss_cls": 0.15810765977948904, "loss_mask": 0.23020540550351143, "loss_rpn_cls": 0.029745054780505598, "loss_rpn_loc": 0.07695680763572454, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052225671874827, "mask_rcnn/false_negative": 0.08961521629685255, "mask_rcnn/false_positive": 0.11002326422578196, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0036066467873752, "total_loss": 0.6815909532597288}
{"data_time": 0.014096360187977552, "eta_seconds": 84582.11796799675, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.25715999400209927, "fast_rcnn/fg_cls_accuracy": 0.7129994855084891, "iteration": 185319, "loss_box_reg": 0.2274684775620699, "loss_cls": 0.17784891743212938, "loss_mask": 0.23730856738984585, "loss_rpn_cls": 0.032611893489956856, "loss_rpn_loc": 0.07117135100997984, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929339417985358, "mask_rcnn/false_negative": 0.0912195214257416, "mask_rcnn/false_positive": 0.10601398604933122, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9704887229017913, "total_loss": 0.7823605836601928}
{"data_time": 0.016143851913511753, "eta_seconds": 84614.9222180061, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.3109046492392329, "fast_rcnn/fg_cls_accuracy": 0.6454481561697671, "iteration": 185339, "loss_box_reg": 0.2299236636608839, "loss_cls": 0.18780148960649967, "loss_mask": 0.24066638201475143, "loss_rpn_cls": 0.0338249271735549, "loss_rpn_loc": 0.07500118389725685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905184249691653, "mask_rcnn/false_negative": 0.09510727451752606, "mask_rcnn/false_positive": 0.11609798517564993, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0143248797394335, "total_loss": 0.7585687681566924}
{"data_time": 0.020880610216408968, "eta_seconds": 84594.93286713958, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27528231745809073, "fast_rcnn/fg_cls_accuracy": 0.6709490487644872, "iteration": 185359, "loss_box_reg": 0.2229058025404811, "loss_cls": 0.1835518591105938, "loss_mask": 0.24700447730720043, "loss_rpn_cls": 0.028544534754473716, "loss_rpn_loc": 0.07542242109775543, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025131819015932, "mask_rcnn/false_negative": 0.09233487656080291, "mask_rcnn/false_positive": 0.10655624110378814, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0102719920687377, "total_loss": 0.7513264613226056}
{"data_time": 0.01467354828491807, "eta_seconds": 84694.45292718709, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30290519877675837, "fast_rcnn/fg_cls_accuracy": 0.6756893370738242, "iteration": 185379, "loss_box_reg": 0.2053490811958909, "loss_cls": 0.1525029819458723, "loss_mask": 0.23692413605749607, "loss_rpn_cls": 0.02990120544563979, "loss_rpn_loc": 0.06920761871151626, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908230062598606, "mask_rcnn/false_negative": 0.09345110057609882, "mask_rcnn/false_positive": 0.11210869216605021, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0240624505095184, "total_loss": 0.7010219135554507}
{"data_time": 0.014293736312538385, "eta_seconds": 84714.14567101747, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2715764839373094, "fast_rcnn/fg_cls_accuracy": 0.6780505891076872, "iteration": 185399, "loss_box_reg": 0.19772549532353878, "loss_cls": 0.15287085622549057, "loss_mask": 0.23157638125121593, "loss_rpn_cls": 0.025072057847864926, "loss_rpn_loc": 0.05905999010428786, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008773919817478, "mask_rcnn/false_negative": 0.09310879423528887, "mask_rcnn/false_positive": 0.11120657904564932, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0091002346016467, "total_loss": 0.6655218806117773}
{"data_time": 0.018772582057863474, "eta_seconds": 84753.99622882716, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2846481876332623, "fast_rcnn/fg_cls_accuracy": 0.6604597701149426, "iteration": 185419, "loss_box_reg": 0.20259716268628836, "loss_cls": 0.16660048998892307, "loss_mask": 0.2286786362528801, "loss_rpn_cls": 0.026580369798466563, "loss_rpn_loc": 0.0575068099424243, "lr": 0.0001, "mask_rcnn/accuracy": 0.9126345980381103, "mask_rcnn/false_negative": 0.0777801831030949, "mask_rcnn/false_positive": 0.09474039919772195, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9955559829249978, "total_loss": 0.7078710586065426}
{"data_time": 0.020838703028857708, "eta_seconds": 84776.73265133053, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2806881226943968, "fast_rcnn/fg_cls_accuracy": 0.7007051543424556, "iteration": 185439, "loss_box_reg": 0.1996936984360218, "loss_cls": 0.16602314729243517, "loss_mask": 0.24844203889369965, "loss_rpn_cls": 0.029456770746037364, "loss_rpn_loc": 0.07538473140448332, "lr": 0.0001, "mask_rcnn/accuracy": 0.900524195504987, "mask_rcnn/false_negative": 0.08682480381768498, "mask_rcnn/false_positive": 0.11974071361797359, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0247159614227712, "total_loss": 0.7219951853621751}
{"data_time": 0.013949028216302395, "eta_seconds": 84831.10431977548, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2844656653827746, "fast_rcnn/fg_cls_accuracy": 0.7015122281040255, "iteration": 185459, "loss_box_reg": 0.20562352612614632, "loss_cls": 0.18339077988639474, "loss_mask": 0.2356429100036621, "loss_rpn_cls": 0.02966149296844378, "loss_rpn_loc": 0.062457368010655046, "lr": 0.0001, "mask_rcnn/accuracy": 0.893609150161331, "mask_rcnn/false_negative": 0.07404158438922212, "mask_rcnn/false_positive": 0.11504726367717025, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0068785650655627, "total_loss": 0.7226970077026635}
{"data_time": 0.0146193434484303, "eta_seconds": 84861.80553646758, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2669269917211942, "fast_rcnn/fg_cls_accuracy": 0.7330730082788057, "iteration": 185479, "loss_box_reg": 0.22919280640780926, "loss_cls": 0.19542886223644018, "loss_mask": 0.23824560455977917, "loss_rpn_cls": 0.03607880312483758, "loss_rpn_loc": 0.09433685708791018, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069658481562024, "mask_rcnn/false_negative": 0.08027743650911937, "mask_rcnn/false_positive": 0.10825682094141933, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0139915947802365, "total_loss": 0.8211126975947991}
{"data_time": 0.0167672922834754, "eta_seconds": 84836.51654282585, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2819836785938481, "fast_rcnn/fg_cls_accuracy": 0.6437037037037037, "iteration": 185499, "loss_box_reg": 0.2155625931918621, "loss_cls": 0.17323648557066917, "loss_mask": 0.24490630067884922, "loss_rpn_cls": 0.031851902371272445, "loss_rpn_loc": 0.0678348618093878, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892573016606286, "mask_rcnn/false_negative": 0.09470449965288193, "mask_rcnn/false_positive": 0.11545070483958772, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0026923534460366, "total_loss": 0.7590808800887316}
{"data_time": 0.017721123062074184, "eta_seconds": 84804.50016260147, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.30493710319807565, "fast_rcnn/fg_cls_accuracy": 0.6561525661944072, "iteration": 185519, "loss_box_reg": 0.22466199100017548, "loss_cls": 0.18222684366628528, "loss_mask": 0.24234255775809288, "loss_rpn_cls": 0.03832468390464783, "loss_rpn_loc": 0.08884724229574203, "lr": 0.0001, "mask_rcnn/accuracy": 0.892017472284683, "mask_rcnn/false_negative": 0.08341569202327001, "mask_rcnn/false_positive": 0.12207561796212227, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9914136370643973, "total_loss": 0.8341236393898726}
{"data_time": 0.016551431268453598, "eta_seconds": 84801.56289174221, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.28780329990294407, "fast_rcnn/fg_cls_accuracy": 0.6777368960733458, "iteration": 185539, "loss_box_reg": 0.21735317446291447, "loss_cls": 0.1609608819708228, "loss_mask": 0.245261887088418, "loss_rpn_cls": 0.03370463353348896, "loss_rpn_loc": 0.07942692888900638, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972518165064749, "mask_rcnn/false_negative": 0.09485302136611021, "mask_rcnn/false_positive": 0.12126534639367231, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.0142509331926703, "total_loss": 0.739654800388962}
{"data_time": 0.015837199054658413, "eta_seconds": 84776.27759616822, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.29640423242467717, "fast_rcnn/fg_cls_accuracy": 0.6879904097646034, "iteration": 185559, "loss_box_reg": 0.21795247867703438, "loss_cls": 0.1775236800312996, "loss_mask": 0.22926992736756802, "loss_rpn_cls": 0.03112622140906751, "loss_rpn_loc": 0.06724763487000018, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038701829836231, "mask_rcnn/false_negative": 0.08476131509715881, "mask_rcnn/false_positive": 0.1056479226846363, "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": 1.0029321270994842, "total_loss": 0.7287319593597203}
{"data_time": 0.017318935599178076, "eta_seconds": 84773.76915570349, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2902508471385542, "fast_rcnn/fg_cls_accuracy": 0.6728678219503907, "iteration": 185579, "loss_box_reg": 0.20648554991930723, "loss_cls": 0.17748118937015533, "loss_mask": 0.22254782915115356, "loss_rpn_cls": 0.031162985716946423, "loss_rpn_loc": 0.0748769745696336, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051129737609329, "mask_rcnn/false_negative": 0.08621662830860934, "mask_rcnn/false_positive": 0.10337869922061656, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0109629440121353, "total_loss": 0.7055636781733483}
{"data_time": 0.01957068871706724, "eta_seconds": 84762.55717799067, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2609541252398395, "fast_rcnn/fg_cls_accuracy": 0.7243052871193575, "iteration": 185599, "loss_box_reg": 0.19261157792061567, "loss_cls": 0.15048544574528933, "loss_mask": 0.23911567404866219, "loss_rpn_cls": 0.029605212854221463, "loss_rpn_loc": 0.0708867316134274, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074049718799804, "mask_rcnn/false_negative": 0.08126651848063202, "mask_rcnn/false_positive": 0.11757700514288949, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9789632400497794, "total_loss": 0.6804791475296952}
{"data_time": 0.01928831171244383, "eta_seconds": 84765.34162042663, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27356941838649157, "fast_rcnn/fg_cls_accuracy": 0.714514652014652, "iteration": 185619, "loss_box_reg": 0.20163059793412685, "loss_cls": 0.16320697776973248, "loss_mask": 0.2237384608015418, "loss_rpn_cls": 0.041177050210535526, "loss_rpn_loc": 0.08491019494249485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976824833289363, "mask_rcnn/false_negative": 0.08511661225775344, "mask_rcnn/false_positive": 0.12450232849505864, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0411143521778286, "total_loss": 0.734843286278192}
{"data_time": 0.021174856927245855, "eta_seconds": 84728.89728443697, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27570958453311395, "fast_rcnn/fg_cls_accuracy": 0.6759421134421135, "iteration": 185639, "loss_box_reg": 0.2307514939457178, "loss_cls": 0.184944458771497, "loss_mask": 0.23422237671911716, "loss_rpn_cls": 0.034938152646645904, "loss_rpn_loc": 0.0707890409976244, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966597083130334, "mask_rcnn/false_negative": 0.08501361914370192, "mask_rcnn/false_positive": 0.10829656602038358, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0157871809788048, "total_loss": 0.7741096236277372}
{"data_time": 0.014643935486674309, "eta_seconds": 84751.94648131728, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2518583042973287, "fast_rcnn/fg_cls_accuracy": 0.7068524970963995, "iteration": 185659, "loss_box_reg": 0.2269038949161768, "loss_cls": 0.1719360202550888, "loss_mask": 0.23568411357700825, "loss_rpn_cls": 0.028472239151597023, "loss_rpn_loc": 0.06759163911920041, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013651817040682, "mask_rcnn/false_negative": 0.0901276057037646, "mask_rcnn/false_positive": 0.10282823693985563, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0317738773301244, "total_loss": 0.7320944304810837}
{"data_time": 0.018303527496755123, "eta_seconds": 84752.88647048175, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.27092678405931414, "fast_rcnn/fg_cls_accuracy": 0.7070044709388972, "iteration": 185679, "loss_box_reg": 0.20051339827477932, "loss_cls": 0.1676499443128705, "loss_mask": 0.2301319781690836, "loss_rpn_cls": 0.03695866244379431, "loss_rpn_loc": 0.08569744531996548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967969691668056, "mask_rcnn/false_negative": 0.08726998066707548, "mask_rcnn/false_positive": 0.11790881813460667, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9792657517828047, "total_loss": 0.7259553829208016}
{"data_time": 0.013639228418469429, "eta_seconds": 84835.262519354, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23762059001724378, "fast_rcnn/fg_cls_accuracy": 0.7438365102297618, "iteration": 185699, "loss_box_reg": 0.21015482116490602, "loss_cls": 0.17293142806738615, "loss_mask": 0.22892116010189056, "loss_rpn_cls": 0.03242525062523782, "loss_rpn_loc": 0.07348523568361998, "lr": 0.0001, "mask_rcnn/accuracy": 0.9117213251279894, "mask_rcnn/false_negative": 0.07366837884251862, "mask_rcnn/false_positive": 0.09668306928473663, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0031081871129572, "total_loss": 0.7205936189275235}
{"data_time": 0.019507088232785463, "eta_seconds": 84648.54745296761, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2752062527138515, "fast_rcnn/fg_cls_accuracy": 0.7088399973651275, "iteration": 185719, "loss_box_reg": 0.21123448200523853, "loss_cls": 0.17287688329815865, "loss_mask": 0.23345299996435642, "loss_rpn_cls": 0.03076833998784423, "loss_rpn_loc": 0.06740813166834414, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066076649958229, "mask_rcnn/false_negative": 0.09047658420646632, "mask_rcnn/false_positive": 0.09587801671480875, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9890426816418767, "total_loss": 0.7137533873319626}
{"data_time": 0.014611261431127787, "eta_seconds": 84643.88724556193, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2931749622926093, "fast_rcnn/fg_cls_accuracy": 0.6836018957345972, "iteration": 185739, "loss_box_reg": 0.20354841835796833, "loss_cls": 0.15665932232514024, "loss_mask": 0.23165843077003956, "loss_rpn_cls": 0.03269443707540631, "loss_rpn_loc": 0.07924602561979555, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937044665839309, "mask_rcnn/false_negative": 0.0931079741460783, "mask_rcnn/false_positive": 0.11376666960992464, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0199938276782632, "total_loss": 0.7051640277204569}
{"data_time": 0.014941691886633635, "eta_seconds": 84586.59718461335, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.25797214085012254, "fast_rcnn/fg_cls_accuracy": 0.7184448204856368, "iteration": 185759, "loss_box_reg": 0.2010562513023615, "loss_cls": 0.1634843172505498, "loss_mask": 0.22262374870479107, "loss_rpn_cls": 0.032949904445558786, "loss_rpn_loc": 0.061940219486132264, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086913611598486, "mask_rcnn/false_negative": 0.08075117291908483, "mask_rcnn/false_positive": 0.10849461683585168, "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": 0.9964567963033915, "total_loss": 0.7042936481302604}
{"data_time": 0.014802901074290276, "eta_seconds": 84500.9159391094, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.274931917211329, "fast_rcnn/fg_cls_accuracy": 0.6685940087747334, "iteration": 185779, "loss_box_reg": 0.19747252948582172, "loss_cls": 0.16246099770069122, "loss_mask": 0.228492708876729, "loss_rpn_cls": 0.02884104347322136, "loss_rpn_loc": 0.07134628482162952, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026639041218769, "mask_rcnn/false_negative": 0.10295176718911633, "mask_rcnn/false_positive": 0.10122381589535906, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.994103382807225, "total_loss": 0.6963427164009772}
{"data_time": 0.017772159073501825, "eta_seconds": 84455.59025220573, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2652855874519089, "fast_rcnn/fg_cls_accuracy": 0.6890970559233695, "iteration": 185799, "loss_box_reg": 0.22096378915011883, "loss_cls": 0.17559415008872747, "loss_mask": 0.24176936596632004, "loss_rpn_cls": 0.03672148662735708, "loss_rpn_loc": 0.07658776850439608, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902170038321005, "mask_rcnn/false_negative": 0.09383218264313062, "mask_rcnn/false_positive": 0.11931237937427329, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0094540286809206, "total_loss": 0.7368672381853685}
{"data_time": 0.02021257532760501, "eta_seconds": 84526.35032052174, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.22539898042034368, "fast_rcnn/fg_cls_accuracy": 0.7538803496081977, "iteration": 185819, "loss_box_reg": 0.19352241745218635, "loss_cls": 0.15378532279282808, "loss_mask": 0.21831917017698288, "loss_rpn_cls": 0.027936201251577586, "loss_rpn_loc": 0.06800597812980413, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066590097443099, "mask_rcnn/false_negative": 0.06441695209027024, "mask_rcnn/false_positive": 0.11559683980828675, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.029337463900447, "total_loss": 0.6714278110885061}
{"data_time": 0.019055962096899748, "eta_seconds": 84518.76664206386, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.26773987206823024, "fast_rcnn/fg_cls_accuracy": 0.6906247636336131, "iteration": 185839, "loss_box_reg": 0.19591108057647943, "loss_cls": 0.15854387264698744, "loss_mask": 0.23312102630734444, "loss_rpn_cls": 0.034101178287528455, "loss_rpn_loc": 0.06162902875803411, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982773730516741, "mask_rcnn/false_negative": 0.09781170852105661, "mask_rcnn/false_positive": 0.11007808209225886, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9971361146308482, "total_loss": 0.6678505654854234}
{"data_time": 0.01648978376761079, "eta_seconds": 84489.8368801456, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2438125935305629, "fast_rcnn/fg_cls_accuracy": 0.7098814637674742, "iteration": 185859, "loss_box_reg": 0.21704788878560066, "loss_cls": 0.1771689672023058, "loss_mask": 0.22908587753772736, "loss_rpn_cls": 0.03109245072118938, "loss_rpn_loc": 0.07180168083868921, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029039629244555, "mask_rcnn/false_negative": 0.08980386950325364, "mask_rcnn/false_positive": 0.10756750942017401, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0082751787267625, "total_loss": 0.7265501465881243}
{"data_time": 0.024465342983603477, "eta_seconds": 84469.75372424349, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24185463659147868, "fast_rcnn/fg_cls_accuracy": 0.7332754830498669, "iteration": 185879, "loss_box_reg": 0.2018623985350132, "loss_cls": 0.15299977781251073, "loss_mask": 0.2344962265342474, "loss_rpn_cls": 0.02972570643760264, "loss_rpn_loc": 0.06744025903753936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928005579827446, "mask_rcnn/false_negative": 0.07900689208371217, "mask_rcnn/false_positive": 0.12951313705002165, "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": 0.9806182938627899, "total_loss": 0.7026307914638892}
{"data_time": 0.020773471798747778, "eta_seconds": 84458.51086736657, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3371379819221546, "fast_rcnn/fg_cls_accuracy": 0.6528546393654308, "iteration": 185899, "loss_box_reg": 0.21747838333249092, "loss_cls": 0.17580154817551374, "loss_mask": 0.23559457622468472, "loss_rpn_cls": 0.032224240712821484, "loss_rpn_loc": 0.06701717001851648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896602830754616, "mask_rcnn/false_negative": 0.09398698238503647, "mask_rcnn/false_positive": 0.12806411249009514, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0402189209125936, "total_loss": 0.7233925164910033}
{"data_time": 0.021070613991469145, "eta_seconds": 84613.8656302169, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27628702047306697, "fast_rcnn/fg_cls_accuracy": 0.7093119274864133, "iteration": 185919, "loss_box_reg": 0.21043570525944233, "loss_cls": 0.17214490566402674, "loss_mask": 0.23434171453118324, "loss_rpn_cls": 0.033563271281309426, "loss_rpn_loc": 0.06628483044914901, "lr": 0.0001, "mask_rcnn/accuracy": 0.904827554549933, "mask_rcnn/false_negative": 0.08274260862436278, "mask_rcnn/false_positive": 0.1031819549413274, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0245427442714572, "total_loss": 0.7363498558988795}
{"data_time": 0.02054404281079769, "eta_seconds": 84517.80876807868, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.257859381997313, "fast_rcnn/fg_cls_accuracy": 0.6738608359338458, "iteration": 185939, "loss_box_reg": 0.22445479687303305, "loss_cls": 0.1913675218820572, "loss_mask": 0.23754434660077095, "loss_rpn_cls": 0.03827060165349394, "loss_rpn_loc": 0.07601644052192569, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085742086689748, "mask_rcnn/false_negative": 0.08866473147509998, "mask_rcnn/false_positive": 0.10580071551459369, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9783174186013639, "total_loss": 0.7447697268798947}
{"data_time": 0.01460644556209445, "eta_seconds": 84368.13829286024, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2932926206920015, "fast_rcnn/fg_cls_accuracy": 0.6994441651304396, "iteration": 185959, "loss_box_reg": 0.21990716736763716, "loss_cls": 0.18476011510938406, "loss_mask": 0.23174413479864597, "loss_rpn_cls": 0.03481502505019307, "loss_rpn_loc": 0.0734052644111216, "lr": 0.0001, "mask_rcnn/accuracy": 0.8844334049409237, "mask_rcnn/false_negative": 0.10249535438205357, "mask_rcnn/false_positive": 0.11489220337840708, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9860192006453872, "total_loss": 0.7923765211598948}
{"data_time": 0.015351730864495039, "eta_seconds": 84378.16983443685, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.32159034193104874, "fast_rcnn/fg_cls_accuracy": 0.646011142721669, "iteration": 185979, "loss_box_reg": 0.2031457144767046, "loss_cls": 0.1600831188261509, "loss_mask": 0.231442267075181, "loss_rpn_cls": 0.029271720093674958, "loss_rpn_loc": 0.07283890945836902, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011436734239757, "mask_rcnn/false_negative": 0.09002387607495445, "mask_rcnn/false_positive": 0.12276144800145339, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0721594472415745, "total_loss": 0.7008004143717699}
{"data_time": 0.017135513946413994, "eta_seconds": 84345.60972824693, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.28730864197530864, "fast_rcnn/fg_cls_accuracy": 0.6712962962962963, "iteration": 185999, "loss_box_reg": 0.22001153603196144, "loss_cls": 0.1656846683472395, "loss_mask": 0.24227904342114925, "loss_rpn_cls": 0.029429115762468427, "loss_rpn_loc": 0.06319033354520798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999932497270753, "mask_rcnn/false_negative": 0.07970885320094749, "mask_rcnn/false_positive": 0.11232493581143299, "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": 0.9846000918187201, "total_loss": 0.718547799740918}
{"data_time": 0.01959406863898039, "eta_seconds": 84422.65289752744, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2975947900435495, "fast_rcnn/fg_cls_accuracy": 0.6766502897455279, "iteration": 186019, "loss_box_reg": 0.20779790543019772, "loss_cls": 0.16265852749347687, "loss_mask": 0.23514993488788605, "loss_rpn_cls": 0.0328718654345721, "loss_rpn_loc": 0.0742744947783649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914900278293136, "mask_rcnn/false_negative": 0.09183288861034697, "mask_rcnn/false_positive": 0.10881322619263814, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0080685196444392, "total_loss": 0.724663297063671}
{"data_time": 0.017774601001292467, "eta_seconds": 84363.46830720082, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.27960960503604426, "fast_rcnn/fg_cls_accuracy": 0.663571017826337, "iteration": 186039, "loss_box_reg": 0.20518764853477478, "loss_cls": 0.16871354915201664, "loss_mask": 0.2412587720900774, "loss_rpn_cls": 0.0319901192560792, "loss_rpn_loc": 0.08430634927935898, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057163818324532, "mask_rcnn/false_negative": 0.08256351849454763, "mask_rcnn/false_positive": 0.106107254934667, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9886737205088139, "total_loss": 0.7439706473378465}
{"data_time": 0.020436517894268036, "eta_seconds": 84297.82880150713, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3242123099468767, "fast_rcnn/fg_cls_accuracy": 0.6557323232323233, "iteration": 186059, "loss_box_reg": 0.22464689798653126, "loss_cls": 0.16653970535844564, "loss_mask": 0.23616210743784904, "loss_rpn_cls": 0.03487967839464545, "loss_rpn_loc": 0.07857760577462614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923639193024306, "mask_rcnn/false_negative": 0.0922498233887615, "mask_rcnn/false_positive": 0.12065874967013346, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0165955438278615, "total_loss": 0.7389713107841089}
{"data_time": 0.015766239259392023, "eta_seconds": 84173.34884751588, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.28252986348122866, "fast_rcnn/fg_cls_accuracy": 0.6532928388746804, "iteration": 186079, "loss_box_reg": 0.22153744846582413, "loss_cls": 0.16914704348891973, "loss_mask": 0.23220214620232582, "loss_rpn_cls": 0.033745759865269065, "loss_rpn_loc": 0.07178259687498212, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933846812533521, "mask_rcnn/false_negative": 0.08808809803340863, "mask_rcnn/false_positive": 0.11375477315085153, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9806846287101507, "total_loss": 0.7345623137662187}
{"data_time": 0.014798051211982965, "eta_seconds": 84090.41831139475, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2718600953895072, "fast_rcnn/fg_cls_accuracy": 0.6974169741697417, "iteration": 186099, "loss_box_reg": 0.2039877064526081, "loss_cls": 0.16197201516479254, "loss_mask": 0.22848930209875107, "loss_rpn_cls": 0.03141914657317102, "loss_rpn_loc": 0.06771128345280886, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070245605481575, "mask_rcnn/false_negative": 0.0809298481914382, "mask_rcnn/false_positive": 0.10822575041185159, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9847759217955172, "total_loss": 0.7156001217663288}
{"data_time": 0.016396326012909412, "eta_seconds": 84086.38000158593, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2807089634012711, "fast_rcnn/fg_cls_accuracy": 0.6996175345689909, "iteration": 186119, "loss_box_reg": 0.21042648516595364, "loss_cls": 0.1636335914954543, "loss_mask": 0.23698589205741882, "loss_rpn_cls": 0.029947250382974744, "loss_rpn_loc": 0.0694038039073348, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089371147598151, "mask_rcnn/false_negative": 0.09230149617381533, "mask_rcnn/false_positive": 0.10088882434600271, "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": 1.0120115587487817, "total_loss": 0.7042735691647977}
{"data_time": 0.02419006358832121, "eta_seconds": 84087.48624521308, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.335824615887545, "fast_rcnn/fg_cls_accuracy": 0.6412377867893204, "iteration": 186139, "loss_box_reg": 0.22619793936610222, "loss_cls": 0.17740216851234436, "loss_mask": 0.24233373813331127, "loss_rpn_cls": 0.0314524017740041, "loss_rpn_loc": 0.0848335821647197, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889938119656011, "mask_rcnn/false_negative": 0.0970729139262491, "mask_rcnn/false_positive": 0.1218120039806644, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.008448333479464, "total_loss": 0.7378278197720647}
{"data_time": 0.01616077497601509, "eta_seconds": 84059.1490828991, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.321924350226237, "fast_rcnn/fg_cls_accuracy": 0.6355614766759345, "iteration": 186159, "loss_box_reg": 0.21956400945782661, "loss_cls": 0.1832475420087576, "loss_mask": 0.23815464787185192, "loss_rpn_cls": 0.03394897509133443, "loss_rpn_loc": 0.07216937351040542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960036459273975, "mask_rcnn/false_negative": 0.10300490568031523, "mask_rcnn/false_positive": 0.10650696914294158, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9981275405734777, "total_loss": 0.7488937933230773}
{"data_time": 0.019363922532647848, "eta_seconds": 83981.99256562628, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2504324324324324, "fast_rcnn/fg_cls_accuracy": 0.7285012285012284, "iteration": 186179, "loss_box_reg": 0.20073026418685913, "loss_cls": 0.1650795778259635, "loss_mask": 0.23078407533466816, "loss_rpn_cls": 0.024633275461383164, "loss_rpn_loc": 0.07150423852726817, "lr": 0.0001, "mask_rcnn/accuracy": 0.9173798551678736, "mask_rcnn/false_negative": 0.08068890166615103, "mask_rcnn/false_positive": 0.09504261488451005, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.97041518939659, "total_loss": 0.7023711268557236}
{"data_time": 0.01881635608151555, "eta_seconds": 83885.93134004623, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2437665782493369, "fast_rcnn/fg_cls_accuracy": 0.6661780383795309, "iteration": 186199, "loss_box_reg": 0.2011704840697348, "loss_cls": 0.16086401790380478, "loss_mask": 0.22026357427239418, "loss_rpn_cls": 0.03172541467938572, "loss_rpn_loc": 0.06136010552290827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983972288869262, "mask_rcnn/false_negative": 0.08436850380875821, "mask_rcnn/false_positive": 0.11006945303151922, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9733028546907008, "total_loss": 0.680156534886919}
{"data_time": 0.013727004174143076, "eta_seconds": 83865.91083137318, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2869672540111867, "fast_rcnn/fg_cls_accuracy": 0.693068721934823, "iteration": 186219, "loss_box_reg": 0.21128029376268387, "loss_cls": 0.17256270349025726, "loss_mask": 0.22930487990379333, "loss_rpn_cls": 0.028120595146901906, "loss_rpn_loc": 0.06624133727746084, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112619218578402, "mask_rcnn/false_negative": 0.07226289902130788, "mask_rcnn/false_positive": 0.09785729972598758, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9990578070282936, "total_loss": 0.6887567867524922}
{"data_time": 0.01492961635813117, "eta_seconds": 83842.46961236, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2513016506037443, "fast_rcnn/fg_cls_accuracy": 0.733388669631857, "iteration": 186239, "loss_box_reg": 0.214951790869236, "loss_cls": 0.17232468910515308, "loss_mask": 0.2413705550134182, "loss_rpn_cls": 0.03053929313318804, "loss_rpn_loc": 0.06904891645535827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985019546085442, "mask_rcnn/false_negative": 0.10434575529661627, "mask_rcnn/false_positive": 0.10238532434077874, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9992371387779713, "total_loss": 0.7273079486913048}
{"data_time": 0.023084620013833046, "eta_seconds": 83885.93920583837, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29082124367798445, "fast_rcnn/fg_cls_accuracy": 0.6643836283271998, "iteration": 186259, "loss_box_reg": 0.21865246444940567, "loss_cls": 0.18036008439958096, "loss_mask": 0.230970935896039, "loss_rpn_cls": 0.027485824772156775, "loss_rpn_loc": 0.06587793049402535, "lr": 0.0001, "mask_rcnn/accuracy": 0.89499921817629, "mask_rcnn/false_negative": 0.09422179091360348, "mask_rcnn/false_positive": 0.10304726819178281, "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": 1.0074756280519068, "total_loss": 0.7222849141107872}
{"data_time": 0.01463236566632986, "eta_seconds": 83938.83541531861, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27473343619740687, "fast_rcnn/fg_cls_accuracy": 0.6983218916857361, "iteration": 186279, "loss_box_reg": 0.21280343644320965, "loss_cls": 0.1750923404470086, "loss_mask": 0.24410801753401756, "loss_rpn_cls": 0.02913765434641391, "loss_rpn_loc": 0.07344128657132387, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991784163221382, "mask_rcnn/false_negative": 0.0996694136597335, "mask_rcnn/false_positive": 0.10603205895769156, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0102300965227187, "total_loss": 0.7330116637749597}
{"data_time": 0.01706232177093625, "eta_seconds": 83896.06497203931, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3055341133772108, "fast_rcnn/fg_cls_accuracy": 0.6856724976494213, "iteration": 186299, "loss_box_reg": 0.22661294974386692, "loss_cls": 0.17683341074734926, "loss_mask": 0.23225876316428185, "loss_rpn_cls": 0.03366440918762237, "loss_rpn_loc": 0.06935026764404029, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900619484799343, "mask_rcnn/false_negative": 0.09121194190456675, "mask_rcnn/false_positive": 0.1071698091151304, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9981296178884804, "total_loss": 0.7643363018869422}
{"data_time": 0.013508680276572704, "eta_seconds": 83932.62430362403, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.25515085313947794, "fast_rcnn/fg_cls_accuracy": 0.7300775141089277, "iteration": 186319, "loss_box_reg": 0.19333421252667904, "loss_cls": 0.15835796669125557, "loss_mask": 0.23407940194010735, "loss_rpn_cls": 0.024381840717978776, "loss_rpn_loc": 0.05919018085114658, "lr": 0.0001, "mask_rcnn/accuracy": 0.9130720310419791, "mask_rcnn/false_negative": 0.06969724047176552, "mask_rcnn/false_positive": 0.10591220211518233, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9975808747112751, "total_loss": 0.6564314416609704}
{"data_time": 0.0135719683021307, "eta_seconds": 83886.94370706566, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.29369000070072177, "fast_rcnn/fg_cls_accuracy": 0.6776176153453266, "iteration": 186339, "loss_box_reg": 0.19973318465054035, "loss_cls": 0.16480645257979631, "loss_mask": 0.22250637784600258, "loss_rpn_cls": 0.02583980147028342, "loss_rpn_loc": 0.0580867970129475, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023002993588398, "mask_rcnn/false_negative": 0.0884963362799118, "mask_rcnn/false_positive": 0.09808706793316971, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0037134806625545, "total_loss": 0.7007231069728732}
{"data_time": 0.024128376971930265, "eta_seconds": 83848.28427029774, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.295510940672231, "fast_rcnn/fg_cls_accuracy": 0.7032483645386871, "iteration": 186359, "loss_box_reg": 0.22476801648736, "loss_cls": 0.17164202500134706, "loss_mask": 0.2283504381775856, "loss_rpn_cls": 0.03193622105754912, "loss_rpn_loc": 0.07394877821207047, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053798278611851, "mask_rcnn/false_negative": 0.0949213990775165, "mask_rcnn/false_positive": 0.09904257389055635, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9728889586403966, "total_loss": 0.7272519522812217}
{"data_time": 0.014400632586330175, "eta_seconds": 83901.01483034901, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33425471316325983, "fast_rcnn/fg_cls_accuracy": 0.6478816109700887, "iteration": 186379, "loss_box_reg": 0.20558765158057213, "loss_cls": 0.16252025216817856, "loss_mask": 0.2361953780055046, "loss_rpn_cls": 0.032967449515126646, "loss_rpn_loc": 0.08342340309172869, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967666350332, "mask_rcnn/false_negative": 0.09176358752461328, "mask_rcnn/false_positive": 0.1106427306920547, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0154687380418181, "total_loss": 0.7269718624884263}
{"data_time": 0.022391030099242926, "eta_seconds": 83852.38278899342, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2739851524245775, "fast_rcnn/fg_cls_accuracy": 0.7042874674029759, "iteration": 186399, "loss_box_reg": 0.2294386513531208, "loss_cls": 0.17818443197757006, "loss_mask": 0.24396334774792194, "loss_rpn_cls": 0.030445035838056356, "loss_rpn_loc": 0.06961192982271314, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990129139779641, "mask_rcnn/false_negative": 0.09310772083689266, "mask_rcnn/false_positive": 0.1051449957288115, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.003861459903419, "total_loss": 0.7625411183689721}
{"data_time": 0.01689602481201291, "eta_seconds": 83806.72669180669, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.31475153480829376, "fast_rcnn/fg_cls_accuracy": 0.6672419005391244, "iteration": 186419, "loss_box_reg": 0.21323307789862156, "loss_cls": 0.17134687025099993, "loss_mask": 0.2405092716217041, "loss_rpn_cls": 0.03391512553207576, "loss_rpn_loc": 0.07936282409355044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966248692583241, "mask_rcnn/false_negative": 0.07911640719279997, "mask_rcnn/false_positive": 0.11880109737337684, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.985375402495265, "total_loss": 0.7370186180341989}
{"data_time": 0.015388795174658298, "eta_seconds": 83778.41719187796, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2662693349102113, "fast_rcnn/fg_cls_accuracy": 0.6914228159457168, "iteration": 186439, "loss_box_reg": 0.1976993028074503, "loss_cls": 0.16690434096381068, "loss_mask": 0.23088420182466507, "loss_rpn_cls": 0.029519465169869363, "loss_rpn_loc": 0.07840275205671787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959553900796937, "mask_rcnn/false_negative": 0.08601920826509353, "mask_rcnn/false_positive": 0.10913730286988355, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0277670742943883, "total_loss": 0.7023173528723419}
{"data_time": 0.020897247828543186, "eta_seconds": 83758.36491394788, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.25509794936418834, "fast_rcnn/fg_cls_accuracy": 0.7326667156826704, "iteration": 186459, "loss_box_reg": 0.232852540910244, "loss_cls": 0.1820253562182188, "loss_mask": 0.23373963870108128, "loss_rpn_cls": 0.03199186781421304, "loss_rpn_loc": 0.07110631966497749, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015183375981972, "mask_rcnn/false_negative": 0.08135755875394585, "mask_rcnn/false_positive": 0.11073842499597975, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0045604966580868, "total_loss": 0.7590179992839694}
{"data_time": 0.02137579955160618, "eta_seconds": 83715.64332693815, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.28802287277021565, "fast_rcnn/fg_cls_accuracy": 0.6747420660833224, "iteration": 186479, "loss_box_reg": 0.19620192423462868, "loss_cls": 0.15911221806891263, "loss_mask": 0.23581230081617832, "loss_rpn_cls": 0.03110034333076328, "loss_rpn_loc": 0.07530110562220216, "lr": 0.0001, "mask_rcnn/accuracy": 0.8918077732104988, "mask_rcnn/false_negative": 0.0984963251829944, "mask_rcnn/false_positive": 0.11819496970028698, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9764637961052358, "total_loss": 0.6889507760060951}
{"data_time": 0.023207501973956823, "eta_seconds": 83671.13504884765, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29857954545454546, "fast_rcnn/fg_cls_accuracy": 0.6845170454545455, "iteration": 186499, "loss_box_reg": 0.1730151167139411, "loss_cls": 0.1571603287011385, "loss_mask": 0.22887941636145115, "loss_rpn_cls": 0.03508432337548584, "loss_rpn_loc": 0.061961659404914826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991649998067408, "mask_rcnn/false_negative": 0.08633314549788192, "mask_rcnn/false_positive": 0.1171657768843638, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9754976038821042, "total_loss": 0.6751152775832452}
{"data_time": 0.021546781063079834, "eta_seconds": 83675.54962802678, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28116889208543105, "fast_rcnn/fg_cls_accuracy": 0.6955168119551681, "iteration": 186519, "loss_box_reg": 0.21178768947720528, "loss_cls": 0.1694205440580845, "loss_mask": 0.23456083424389362, "loss_rpn_cls": 0.03200026589911431, "loss_rpn_loc": 0.08530975971370935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986757616339383, "mask_rcnn/false_negative": 0.08985212175384849, "mask_rcnn/false_positive": 0.10587526473987317, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.022220911923796, "total_loss": 0.7175073007820174}
{"data_time": 0.015941103920340538, "eta_seconds": 83607.9020010028, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.30936839137177496, "fast_rcnn/fg_cls_accuracy": 0.6596889684493175, "iteration": 186539, "loss_box_reg": 0.2191701028496027, "loss_cls": 0.17059211060404778, "loss_mask": 0.2473156312480569, "loss_rpn_cls": 0.031384823261760175, "loss_rpn_loc": 0.06425569369457662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899889474077941, "mask_rcnn/false_negative": 0.09510833767205117, "mask_rcnn/false_positive": 0.11875605457626934, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9974895738996565, "total_loss": 0.7697580283274874}
{"data_time": 0.01609413744881749, "eta_seconds": 83573.39548494667, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2870790542154287, "fast_rcnn/fg_cls_accuracy": 0.6944428352113083, "iteration": 186559, "loss_box_reg": 0.19323716778308153, "loss_cls": 0.14604765037074685, "loss_mask": 0.22680633142590523, "loss_rpn_cls": 0.028575641219504178, "loss_rpn_loc": 0.05974287772551179, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953111538890093, "mask_rcnn/false_negative": 0.09451972200839659, "mask_rcnn/false_positive": 0.10756026520413808, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9712257483042777, "total_loss": 0.6466441103257239}
{"data_time": 0.014982500113546848, "eta_seconds": 83497.21204228699, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27960352601860505, "fast_rcnn/fg_cls_accuracy": 0.687427536231884, "iteration": 186579, "loss_box_reg": 0.19922163244336843, "loss_cls": 0.16480163857340813, "loss_mask": 0.2324836626648903, "loss_rpn_cls": 0.027235662390012294, "loss_rpn_loc": 0.06321957986801863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959280007165145, "mask_rcnn/false_negative": 0.08341028344011003, "mask_rcnn/false_positive": 0.1025864087252576, "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": 0.9793504076078534, "total_loss": 0.7059002292808145}
{"data_time": 0.014446552377194166, "eta_seconds": 83471.1091873236, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.27241213750720183, "fast_rcnn/fg_cls_accuracy": 0.6859024390243902, "iteration": 186599, "loss_box_reg": 0.2197146974503994, "loss_cls": 0.17810789728537202, "loss_mask": 0.23426261357963085, "loss_rpn_cls": 0.03209149674512446, "loss_rpn_loc": 0.0809397503035143, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042196469204629, "mask_rcnn/false_negative": 0.10259784870232416, "mask_rcnn/false_positive": 0.09801982997403258, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9739270210266113, "total_loss": 0.7459296584129333}
{"data_time": 0.01575439190492034, "eta_seconds": 83408.96594722755, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2935663517378868, "fast_rcnn/fg_cls_accuracy": 0.6840726385300029, "iteration": 186619, "loss_box_reg": 0.21402366738766432, "loss_cls": 0.1807221658527851, "loss_mask": 0.23197081871330738, "loss_rpn_cls": 0.03598906809929758, "loss_rpn_loc": 0.08769773389212787, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051759236599846, "mask_rcnn/false_negative": 0.0832635630893929, "mask_rcnn/false_positive": 0.10248034305952336, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0024666469544172, "total_loss": 0.761379697243683}
{"data_time": 0.021424421574920416, "eta_seconds": 83431.07508219779, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29518008474576274, "fast_rcnn/fg_cls_accuracy": 0.6733228376815319, "iteration": 186639, "loss_box_reg": 0.2322681024670601, "loss_cls": 0.17958072572946548, "loss_mask": 0.2504146434366703, "loss_rpn_cls": 0.033508979715406895, "loss_rpn_loc": 0.07188234478235245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881751375345699, "mask_rcnn/false_negative": 0.09639435084166556, "mask_rcnn/false_positive": 0.12890802626372905, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0097124171443284, "total_loss": 0.7871317940298468}
{"data_time": 0.01450204523280263, "eta_seconds": 83411.05802963488, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24544552669552672, "fast_rcnn/fg_cls_accuracy": 0.7303135888501742, "iteration": 186659, "loss_box_reg": 0.21717910654842854, "loss_cls": 0.17653058003634214, "loss_mask": 0.23098749667406082, "loss_rpn_cls": 0.03530435875291005, "loss_rpn_loc": 0.07171999686397612, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061006719761076, "mask_rcnn/false_negative": 0.08526473857801259, "mask_rcnn/false_positive": 0.09919043500658124, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0246855239383876, "total_loss": 0.7440007191617042}
{"data_time": 0.01846004743129015, "eta_seconds": 83428.31779474393, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.27799632835038024, "fast_rcnn/fg_cls_accuracy": 0.7072393098274569, "iteration": 186679, "loss_box_reg": 0.21162083838135004, "loss_cls": 0.16155542246997356, "loss_mask": 0.23088988848030567, "loss_rpn_cls": 0.028259181272005662, "loss_rpn_loc": 0.06407686229795218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949692208297845, "mask_rcnn/false_negative": 0.08762446851036888, "mask_rcnn/false_positive": 0.12374603708206876, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0400487356819212, "total_loss": 0.7130450045224279}
{"data_time": 0.015285616740584373, "eta_seconds": 83408.29179431312, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2791367372031321, "fast_rcnn/fg_cls_accuracy": 0.7014259118219515, "iteration": 186699, "loss_box_reg": 0.21016967296600342, "loss_cls": 0.16988968569785357, "loss_mask": 0.24190848879516125, "loss_rpn_cls": 0.03266209049616009, "loss_rpn_loc": 0.07995577296242118, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986129708373458, "mask_rcnn/false_negative": 0.07849999836883496, "mask_rcnn/false_positive": 0.109363246106245, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0060515929944813, "total_loss": 0.7451158422627486}
{"data_time": 0.014505169354379177, "eta_seconds": 83427.58301753551, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23939736493334374, "fast_rcnn/fg_cls_accuracy": 0.6991595671195026, "iteration": 186719, "loss_box_reg": 0.19735241308808327, "loss_cls": 0.16556477639824152, "loss_mask": 0.23443152382969856, "loss_rpn_cls": 0.03586781211197376, "loss_rpn_loc": 0.07515524252085015, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964187455505458, "mask_rcnn/false_negative": 0.09748553279976596, "mask_rcnn/false_positive": 0.10662877500862813, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0207300297915936, "total_loss": 0.7075867307721637}
{"data_time": 0.01643146527931094, "eta_seconds": 83396.74462882802, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3089585666293393, "fast_rcnn/fg_cls_accuracy": 0.655117315616853, "iteration": 186739, "loss_box_reg": 0.2240499835461378, "loss_cls": 0.1714805429801345, "loss_mask": 0.24780206009745598, "loss_rpn_cls": 0.032269158866256475, "loss_rpn_loc": 0.07976432633586228, "lr": 0.0001, "mask_rcnn/accuracy": 0.8831539569356142, "mask_rcnn/false_negative": 0.1013802903850541, "mask_rcnn/false_positive": 0.13104371457961028, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0009969733655453, "total_loss": 0.7473035788862035}
{"data_time": 0.016252886969596148, "eta_seconds": 83429.30869843811, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.31812328401001044, "fast_rcnn/fg_cls_accuracy": 0.6436821940672179, "iteration": 186759, "loss_box_reg": 0.20588086359202862, "loss_cls": 0.1784535087645054, "loss_mask": 0.23511697351932526, "loss_rpn_cls": 0.029917614127043635, "loss_rpn_loc": 0.06374228885397315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957291869659885, "mask_rcnn/false_negative": 0.08595169352343587, "mask_rcnn/false_positive": 0.1163022952307145, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0031843455508351, "total_loss": 0.7136540779029019}
{"data_time": 0.017356484197080135, "eta_seconds": 83437.18392007984, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2779168211593128, "fast_rcnn/fg_cls_accuracy": 0.6949235297353799, "iteration": 186779, "loss_box_reg": 0.20907831192016602, "loss_cls": 0.16894397605210543, "loss_mask": 0.22906494326889515, "loss_rpn_cls": 0.029707634705118835, "loss_rpn_loc": 0.06745490059256554, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992816825830445, "mask_rcnn/false_negative": 0.0950747727479026, "mask_rcnn/false_positive": 0.10442992280189778, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0061116302385926, "total_loss": 0.7354406184749678}
{"data_time": 0.02439009677618742, "eta_seconds": 83416.11770391464, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35205382436260624, "fast_rcnn/fg_cls_accuracy": 0.6053398614681753, "iteration": 186799, "loss_box_reg": 0.2022308697924018, "loss_cls": 0.16658741515129805, "loss_mask": 0.2348931934684515, "loss_rpn_cls": 0.03287194506265223, "loss_rpn_loc": 0.06828862300608307, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949652234559959, "mask_rcnn/false_negative": 0.09675219646528004, "mask_rcnn/false_positive": 0.1125335425101021, "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": 0.99840526888147, "total_loss": 0.717628353391774}
{"data_time": 0.01482636434957385, "eta_seconds": 83354.4488645345, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.27771493212669685, "fast_rcnn/fg_cls_accuracy": 0.6801611117064981, "iteration": 186819, "loss_box_reg": 0.2147404719144106, "loss_cls": 0.16898981109261513, "loss_mask": 0.23502630926668644, "loss_rpn_cls": 0.0318139839801006, "loss_rpn_loc": 0.07028276706114411, "lr": 0.0001, "mask_rcnn/accuracy": 0.891817579245465, "mask_rcnn/false_negative": 0.09771155705464624, "mask_rcnn/false_positive": 0.11117714834495145, "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": 0.9817834673449397, "total_loss": 0.7217195820994675}
{"data_time": 0.018204009160399437, "eta_seconds": 83334.40691962838, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3121001963392235, "fast_rcnn/fg_cls_accuracy": 0.6722382880277618, "iteration": 186839, "loss_box_reg": 0.21095766872167587, "loss_cls": 0.16814198903739452, "loss_mask": 0.23244623094797134, "loss_rpn_cls": 0.033654256782028824, "loss_rpn_loc": 0.06813462753780186, "lr": 0.0001, "mask_rcnn/accuracy": 0.89076143209242, "mask_rcnn/false_negative": 0.09529669637774621, "mask_rcnn/false_positive": 0.12385851688657148, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9874077094718814, "total_loss": 0.7351485308026895}
{"data_time": 0.014041978400200605, "eta_seconds": 83335.14103494585, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.26419373719637107, "fast_rcnn/fg_cls_accuracy": 0.6979189485213582, "iteration": 186859, "loss_box_reg": 0.20455325674265623, "loss_cls": 0.17180589027702808, "loss_mask": 0.23686378076672554, "loss_rpn_cls": 0.03552965517155826, "loss_rpn_loc": 0.05629914323799312, "lr": 0.0001, "mask_rcnn/accuracy": 0.9102403078578369, "mask_rcnn/false_negative": 0.0830284326714591, "mask_rcnn/false_positive": 0.09407286070967372, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 1.0067125791683793, "total_loss": 0.7107300761854276}
{"data_time": 0.015591459814459085, "eta_seconds": 83315.09409219027, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2756848502112709, "fast_rcnn/fg_cls_accuracy": 0.6926179911254537, "iteration": 186879, "loss_box_reg": 0.20388682838529348, "loss_cls": 0.16270514950156212, "loss_mask": 0.23083157651126385, "loss_rpn_cls": 0.02765284152701497, "loss_rpn_loc": 0.06919333525002003, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959348128634623, "mask_rcnn/false_negative": 0.09313087008049362, "mask_rcnn/false_positive": 0.1055439339958303, "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": 0.9792194343172014, "total_loss": 0.7020067801349796}
{"data_time": 0.016444023698568344, "eta_seconds": 83228.74828437343, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2758093935248518, "fast_rcnn/fg_cls_accuracy": 0.7122211637691513, "iteration": 186899, "loss_box_reg": 0.2199399983510375, "loss_cls": 0.19111351761966944, "loss_mask": 0.2363274171948433, "loss_rpn_cls": 0.03783279348863289, "loss_rpn_loc": 0.07812726590782404, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018925272753269, "mask_rcnn/false_negative": 0.08663140704189305, "mask_rcnn/false_positive": 0.1180397555415184, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9891160107217729, "total_loss": 0.7616810437466484}
{"data_time": 0.015435601118952036, "eta_seconds": 83111.23688643798, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2748846301756185, "fast_rcnn/fg_cls_accuracy": 0.7045952260961195, "iteration": 186919, "loss_box_reg": 0.1985380295664072, "loss_cls": 0.1618338329717517, "loss_mask": 0.2378639467060566, "loss_rpn_cls": 0.031614980078302324, "loss_rpn_loc": 0.05840616812929511, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993609429200184, "mask_rcnn/false_negative": 0.08409957346316377, "mask_rcnn/false_positive": 0.10185956681606852, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9914780496619642, "total_loss": 0.7196529118809849}
{"data_time": 0.015481953043490648, "eta_seconds": 83151.75935300067, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.30813440581214324, "fast_rcnn/fg_cls_accuracy": 0.671048864688877, "iteration": 186939, "loss_box_reg": 0.2199661210179329, "loss_cls": 0.1669694446027279, "loss_mask": 0.22912079468369484, "loss_rpn_cls": 0.037643056362867355, "loss_rpn_loc": 0.08314585615880787, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885568688328236, "mask_rcnn/false_negative": 0.09443588375160936, "mask_rcnn/false_positive": 0.12063071543644713, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0088648884557188, "total_loss": 0.7422709718812257}
{"data_time": 0.013543081935495138, "eta_seconds": 83162.99997791648, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2587399455416106, "fast_rcnn/fg_cls_accuracy": 0.68205961629935, "iteration": 186959, "loss_box_reg": 0.2081141695380211, "loss_cls": 0.15631781704723835, "loss_mask": 0.2358812279999256, "loss_rpn_cls": 0.03082810272462666, "loss_rpn_loc": 0.07139942096546292, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949699970921421, "mask_rcnn/false_negative": 0.09354854903996537, "mask_rcnn/false_positive": 0.11582267348700062, "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": 0.9939059927128255, "total_loss": 0.7347191737499088}
{"data_time": 0.022712817881256342, "eta_seconds": 83014.010762088, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2573233852761412, "fast_rcnn/fg_cls_accuracy": 0.7317513398591486, "iteration": 186979, "loss_box_reg": 0.21128354407846928, "loss_cls": 0.16941845882683992, "loss_mask": 0.23066853545606136, "loss_rpn_cls": 0.025108019064646214, "loss_rpn_loc": 0.06218418013304472, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099624420047798, "mask_rcnn/false_negative": 0.08017413400817042, "mask_rcnn/false_positive": 0.09690195784199675, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9814436319284141, "total_loss": 0.698296977148857}
{"data_time": 0.01890771323814988, "eta_seconds": 83083.21216283366, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24549525816649104, "fast_rcnn/fg_cls_accuracy": 0.6924758332131006, "iteration": 186999, "loss_box_reg": 0.22536973282694817, "loss_cls": 0.1783355842344463, "loss_mask": 0.24322139099240303, "loss_rpn_cls": 0.029129895730875432, "loss_rpn_loc": 0.06313350726850331, "lr": 0.0001, "mask_rcnn/accuracy": 0.899003919218184, "mask_rcnn/false_negative": 0.08640936184586459, "mask_rcnn/false_positive": 0.11664966448542788, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.013957176823169, "total_loss": 0.7398680602782406}
{"data_time": 0.015532546676695347, "eta_seconds": 83087.8757874202, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.29525391336002915, "fast_rcnn/fg_cls_accuracy": 0.6831501831501832, "iteration": 187019, "loss_box_reg": 0.23040541633963585, "loss_cls": 0.18556534871459007, "loss_mask": 0.2410039994865656, "loss_rpn_cls": 0.03596007265150547, "loss_rpn_loc": 0.06684939470142126, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890497082621367, "mask_rcnn/false_negative": 0.09149703529856454, "mask_rcnn/false_positive": 0.1205306106832633, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0051106680184603, "total_loss": 0.7744406491983682}
{"data_time": 0.015526308212429285, "eta_seconds": 83050.08690167218, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3117378048780488, "fast_rcnn/fg_cls_accuracy": 0.6598911943739529, "iteration": 187039, "loss_box_reg": 0.21830319426953793, "loss_cls": 0.17697950918227434, "loss_mask": 0.23947505094110966, "loss_rpn_cls": 0.03425220516510308, "loss_rpn_loc": 0.06425673409830779, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018729231191122, "mask_rcnn/false_negative": 0.08242061111847984, "mask_rcnn/false_positive": 0.1132386728364943, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9903319459408522, "total_loss": 0.7375049609690905}
{"data_time": 0.014110703021287918, "eta_seconds": 83047.82378655858, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.30552464228934817, "fast_rcnn/fg_cls_accuracy": 0.6658862229102167, "iteration": 187059, "loss_box_reg": 0.2164110690355301, "loss_cls": 0.16847603395581245, "loss_mask": 0.2415377013385296, "loss_rpn_cls": 0.030894744326360524, "loss_rpn_loc": 0.07091744290664792, "lr": 0.0001, "mask_rcnn/accuracy": 0.886874113585997, "mask_rcnn/false_negative": 0.11183769946546324, "mask_rcnn/false_positive": 0.10702983857735754, "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": 1.0126503827050328, "total_loss": 0.7452797231962904}
{"data_time": 0.016020785551518202, "eta_seconds": 83048.46940722317, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2838255446486003, "fast_rcnn/fg_cls_accuracy": 0.6669485812342956, "iteration": 187079, "loss_box_reg": 0.21568732149899006, "loss_cls": 0.16070878878235817, "loss_mask": 0.23107630759477615, "loss_rpn_cls": 0.0331547511741519, "loss_rpn_loc": 0.07772767543792725, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066687098427411, "mask_rcnn/false_negative": 0.08184100984427456, "mask_rcnn/false_positive": 0.11607482896570076, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9988126419484615, "total_loss": 0.7491646583657712}
{"data_time": 0.01993966568261385, "eta_seconds": 83028.43842087314, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26441088039086724, "fast_rcnn/fg_cls_accuracy": 0.6865805487349205, "iteration": 187099, "loss_box_reg": 0.20858176797628403, "loss_cls": 0.17086417321115732, "loss_mask": 0.24388577416539192, "loss_rpn_cls": 0.0344547089189291, "loss_rpn_loc": 0.0761664139572531, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970473729360595, "mask_rcnn/false_negative": 0.08580710697462501, "mask_rcnn/false_positive": 0.12044404346838099, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9792059883475304, "total_loss": 0.7508443569531664}
{"data_time": 0.016713281627744436, "eta_seconds": 83014.93395134807, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29182538242940925, "fast_rcnn/fg_cls_accuracy": 0.6947724046219923, "iteration": 187119, "loss_box_reg": 0.20707332342863083, "loss_cls": 0.16690232418477535, "loss_mask": 0.22620647586882114, "loss_rpn_cls": 0.027981683611869812, "loss_rpn_loc": 0.07897286838851869, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995869251171562, "mask_rcnn/false_negative": 0.09180381775456983, "mask_rcnn/false_positive": 0.12706735834638933, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0103780585341156, "total_loss": 0.6938010526355356}
{"data_time": 0.01961827976629138, "eta_seconds": 83035.1623192057, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.27958966295554255, "fast_rcnn/fg_cls_accuracy": 0.6966437177280551, "iteration": 187139, "loss_box_reg": 0.18391626421362162, "loss_cls": 0.16072900034487247, "loss_mask": 0.22790524922311306, "loss_rpn_cls": 0.03521639259997755, "loss_rpn_loc": 0.0689221516950056, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036146771857305, "mask_rcnn/false_negative": 0.10078602502339004, "mask_rcnn/false_positive": 0.10032552247529017, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.024761498440057, "total_loss": 0.7009773231111467}
{"data_time": 0.01797326747328043, "eta_seconds": 83018.04791152477, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.282489604646558, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 187159, "loss_box_reg": 0.19103006832301617, "loss_cls": 0.15020471811294556, "loss_mask": 0.24180019833147526, "loss_rpn_cls": 0.028672624612227082, "loss_rpn_loc": 0.06571922707371414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985550661907565, "mask_rcnn/false_negative": 0.08701655589512819, "mask_rcnn/false_positive": 0.11691629476961161, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.998167566023767, "total_loss": 0.6649154187180102}
{"data_time": 0.018541470170021057, "eta_seconds": 83005.75813212432, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.32612879001220313, "fast_rcnn/fg_cls_accuracy": 0.6550727691404663, "iteration": 187179, "loss_box_reg": 0.230807576328516, "loss_cls": 0.17751572374254465, "loss_mask": 0.24198477901518345, "loss_rpn_cls": 0.03526343358680606, "loss_rpn_loc": 0.0762628666125238, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922072583387936, "mask_rcnn/false_negative": 0.09340624662326558, "mask_rcnn/false_positive": 0.11533824780066082, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9920887309126556, "total_loss": 0.7907450762577355}
{"data_time": 0.014187730383127928, "eta_seconds": 83019.20687109232, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2787456990928996, "fast_rcnn/fg_cls_accuracy": 0.70952023988006, "iteration": 187199, "loss_box_reg": 0.19146438967436552, "loss_cls": 0.1665495913475752, "loss_mask": 0.2319000717252493, "loss_rpn_cls": 0.02782533166464418, "loss_rpn_loc": 0.065861061506439, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994241214321814, "mask_rcnn/false_negative": 0.08862486949209397, "mask_rcnn/false_positive": 0.13085984750108198, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0360512058250606, "total_loss": 0.6980876724701375}
{"data_time": 0.017781205009669065, "eta_seconds": 82995.1121462509, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.27218344965104685, "fast_rcnn/fg_cls_accuracy": 0.6731721830872656, "iteration": 187219, "loss_box_reg": 0.2137598879635334, "loss_cls": 0.16353921499103308, "loss_mask": 0.23615643754601479, "loss_rpn_cls": 0.028961554868146777, "loss_rpn_loc": 0.06740646460093558, "lr": 0.0001, "mask_rcnn/accuracy": 0.903508430811349, "mask_rcnn/false_negative": 0.08146345993094548, "mask_rcnn/false_positive": 0.11412789154035974, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 234.375, "rpn/num_pos_anchors": 21.625, "time": 0.9702273970469832, "total_loss": 0.7167462733341381}
{"data_time": 0.022894748952239752, "eta_seconds": 82965.21348981187, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24957337883959044, "fast_rcnn/fg_cls_accuracy": 0.7226604686106024, "iteration": 187239, "loss_box_reg": 0.20454725436866283, "loss_cls": 0.1687834020704031, "loss_mask": 0.2332679070532322, "loss_rpn_cls": 0.029915853403508663, "loss_rpn_loc": 0.08118290884885937, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987115873491085, "mask_rcnn/false_negative": 0.08999052176985167, "mask_rcnn/false_positive": 0.09900057976663126, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9817776218988001, "total_loss": 0.7257162161986344}
{"data_time": 0.015045472420752048, "eta_seconds": 82925.5786990095, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29555912252541466, "fast_rcnn/fg_cls_accuracy": 0.700121520106054, "iteration": 187259, "loss_box_reg": 0.19277462363243103, "loss_cls": 0.15393943199887872, "loss_mask": 0.22572609782218933, "loss_rpn_cls": 0.028449887176975608, "loss_rpn_loc": 0.0685844068066217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952433509847088, "mask_rcnn/false_negative": 0.0860797441038263, "mask_rcnn/false_positive": 0.11265116935352333, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9910704707726836, "total_loss": 0.6685020679142326}
{"data_time": 0.017697745002806187, "eta_seconds": 82875.71670338511, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2951017939931465, "fast_rcnn/fg_cls_accuracy": 0.6824631898392717, "iteration": 187279, "loss_box_reg": 0.20001446455717087, "loss_cls": 0.16249084379523993, "loss_mask": 0.23487344197928905, "loss_rpn_cls": 0.02894084615400061, "loss_rpn_loc": 0.06977456994354725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960154544683918, "mask_rcnn/false_negative": 0.10008392544092692, "mask_rcnn/false_positive": 0.117392136529486, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0037330286577344, "total_loss": 0.7009006149601191}
{"data_time": 0.013664089143276215, "eta_seconds": 82874.82408639044, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27463006375894045, "fast_rcnn/fg_cls_accuracy": 0.7047493510161809, "iteration": 187299, "loss_box_reg": 0.20580821484327316, "loss_cls": 0.17592820525169373, "loss_mask": 0.23215202800929546, "loss_rpn_cls": 0.029713556810747832, "loss_rpn_loc": 0.06638971739448607, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011589645016398, "mask_rcnn/false_negative": 0.0889195171829902, "mask_rcnn/false_positive": 0.12341133963217528, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0020441031083465, "total_loss": 0.730823086691089}
{"data_time": 0.029044187627732754, "eta_seconds": 82854.78180728853, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2953569312796208, "fast_rcnn/fg_cls_accuracy": 0.6876249629739337, "iteration": 187319, "loss_box_reg": 0.20951013918966055, "loss_cls": 0.17202350310981274, "loss_mask": 0.23359866067767143, "loss_rpn_cls": 0.03604854515288025, "loss_rpn_loc": 0.07005662168376148, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986292061467445, "mask_rcnn/false_negative": 0.08038130219759565, "mask_rcnn/false_positive": 0.10786531960271387, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0004511643201113, "total_loss": 0.7061713885050267}
{"data_time": 0.0221335431560874, "eta_seconds": 82874.80031419545, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2522472233826474, "fast_rcnn/fg_cls_accuracy": 0.6992979266594461, "iteration": 187339, "loss_box_reg": 0.2109669540077448, "loss_cls": 0.1816361742094159, "loss_mask": 0.22824204340577126, "loss_rpn_cls": 0.031095863785594702, "loss_rpn_loc": 0.06995349284261465, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035725407128663, "mask_rcnn/false_negative": 0.07925093634065791, "mask_rcnn/false_positive": 0.09928598081520637, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0328594949096441, "total_loss": 0.7543892177054659}
{"data_time": 0.015003666281700134, "eta_seconds": 82825.35440761596, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2634862892270854, "fast_rcnn/fg_cls_accuracy": 0.696155145738116, "iteration": 187359, "loss_box_reg": 0.22106522927060723, "loss_cls": 0.1714272340759635, "loss_mask": 0.2445269711315632, "loss_rpn_cls": 0.03631806070916355, "loss_rpn_loc": 0.06712030549533665, "lr": 0.0001, "mask_rcnn/accuracy": 0.909742407414287, "mask_rcnn/false_negative": 0.08499073418385332, "mask_rcnn/false_positive": 0.10179008217526168, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9633155292831361, "total_loss": 0.7538872759323567}
{"data_time": 0.018550009932368994, "eta_seconds": 82741.78553888574, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.29882751240752015, "fast_rcnn/fg_cls_accuracy": 0.6680129716981131, "iteration": 187379, "loss_box_reg": 0.20943918824195862, "loss_cls": 0.17165715619921684, "loss_mask": 0.226257661357522, "loss_rpn_cls": 0.032749936159234494, "loss_rpn_loc": 0.06256664253305644, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016802984962028, "mask_rcnn/false_negative": 0.08551925520453696, "mask_rcnn/false_positive": 0.11310980917847044, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9894659728743136, "total_loss": 0.7062742492416874}
{"data_time": 0.01292671449482441, "eta_seconds": 82627.40102298558, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2376040317090845, "fast_rcnn/fg_cls_accuracy": 0.7377734877734878, "iteration": 187399, "loss_box_reg": 0.20888672210276127, "loss_cls": 0.16891617141664028, "loss_mask": 0.23630383983254433, "loss_rpn_cls": 0.03261208918411285, "loss_rpn_loc": 0.06411706330254674, "lr": 0.0001, "mask_rcnn/accuracy": 0.892555426004199, "mask_rcnn/false_negative": 0.08488260057391706, "mask_rcnn/false_positive": 0.1096655521335588, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9883436001837254, "total_loss": 0.7332664907444268}
{"data_time": 0.015568757429718971, "eta_seconds": 82631.15419077687, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30309891042875337, "fast_rcnn/fg_cls_accuracy": 0.6653442412892416, "iteration": 187419, "loss_box_reg": 0.214045450091362, "loss_cls": 0.17246245872229338, "loss_mask": 0.23555071279406548, "loss_rpn_cls": 0.028922809462528676, "loss_rpn_loc": 0.0613657352514565, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873118556426696, "mask_rcnn/false_negative": 0.10114696477321194, "mask_rcnn/false_positive": 0.1210834034269688, "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": 0.9945681318640709, "total_loss": 0.7217660162132233}
{"data_time": 0.019023732747882605, "eta_seconds": 82571.05854928493, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3201761083117015, "fast_rcnn/fg_cls_accuracy": 0.6432187232923543, "iteration": 187439, "loss_box_reg": 0.21924245730042458, "loss_cls": 0.17951742094010115, "loss_mask": 0.2472749464213848, "loss_rpn_cls": 0.0287011731415987, "loss_rpn_loc": 0.08950173133052886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914541481752252, "mask_rcnn/false_negative": 0.0930997419912576, "mask_rcnn/false_positive": 0.12054224517207715, "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": 1.0058209942653775, "total_loss": 0.7561800055555068}
{"data_time": 0.018620357383042574, "eta_seconds": 82622.47071399353, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23763736263736263, "fast_rcnn/fg_cls_accuracy": 0.740234375, "iteration": 187459, "loss_box_reg": 0.20656691398471594, "loss_cls": 0.15715785417705774, "loss_mask": 0.23697894997894764, "loss_rpn_cls": 0.02621941897086799, "loss_rpn_loc": 0.06639356387313455, "lr": 0.0001, "mask_rcnn/accuracy": 0.889459999407822, "mask_rcnn/false_negative": 0.09571195044729518, "mask_rcnn/false_positive": 0.12693628417945318, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0445543378591537, "total_loss": 0.6888798451982439}
{"data_time": 0.017791803926229477, "eta_seconds": 82629.41251603886, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2581857667891747, "fast_rcnn/fg_cls_accuracy": 0.7098039215686275, "iteration": 187479, "loss_box_reg": 0.19843636080622673, "loss_cls": 0.17589710652828217, "loss_mask": 0.22612388990819454, "loss_rpn_cls": 0.028601065860129893, "loss_rpn_loc": 0.0643399644177407, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077096212990947, "mask_rcnn/false_negative": 0.06841165260200796, "mask_rcnn/false_positive": 0.09792797199292044, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0030128820799291, "total_loss": 0.6953652291267645}
{"data_time": 0.01867158431559801, "eta_seconds": 82582.43074757047, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.2696090189493883, "fast_rcnn/fg_cls_accuracy": 0.6853420062182949, "iteration": 187499, "loss_box_reg": 0.20972293987870216, "loss_cls": 0.18523990456014872, "loss_mask": 0.23866702802479267, "loss_rpn_cls": 0.02945950865978375, "loss_rpn_loc": 0.05907231732271612, "lr": 0.0001, "mask_rcnn/accuracy": 0.904034061009736, "mask_rcnn/false_negative": 0.10413545349428974, "mask_rcnn/false_positive": 0.0999181701384999, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9754882664419711, "total_loss": 0.7181574817514047}
{"data_time": 0.02297447109594941, "eta_seconds": 82533.67900725454, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25762357161838956, "fast_rcnn/fg_cls_accuracy": 0.6832846133404198, "iteration": 187519, "loss_box_reg": 0.20098585449159145, "loss_cls": 0.16616194508969784, "loss_mask": 0.23110825940966606, "loss_rpn_cls": 0.031039156718179584, "loss_rpn_loc": 0.0669830342521891, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015515264645098, "mask_rcnn/false_negative": 0.08232631558935036, "mask_rcnn/false_positive": 0.1108149405043776, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9830284556373954, "total_loss": 0.7159614654956385}
{"data_time": 0.015321820974349976, "eta_seconds": 82513.66599100642, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2946428571428571, "fast_rcnn/fg_cls_accuracy": 0.6912660798916723, "iteration": 187539, "loss_box_reg": 0.20829691737890244, "loss_cls": 0.17814474366605282, "loss_mask": 0.22288786619901657, "loss_rpn_cls": 0.03186829126207158, "loss_rpn_loc": 0.07377625745721161, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031397872093361, "mask_rcnn/false_negative": 0.08401982518959532, "mask_rcnn/false_positive": 0.10780494668127492, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9994404022581875, "total_loss": 0.7156876445515081}
{"data_time": 0.014077100437134504, "eta_seconds": 82493.6529747583, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.31403529004728403, "fast_rcnn/fg_cls_accuracy": 0.6644490254872564, "iteration": 187559, "loss_box_reg": 0.2036307668313384, "loss_cls": 0.16829147282987833, "loss_mask": 0.23314925283193588, "loss_rpn_cls": 0.029527644568588585, "loss_rpn_loc": 0.05447463481687009, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059065792958471, "mask_rcnn/false_negative": 0.09067141628198763, "mask_rcnn/false_positive": 0.10198307941085777, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9782471233047545, "total_loss": 0.6878258745418862}
{"data_time": 0.015101520344614983, "eta_seconds": 82486.30026584491, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32134802851738686, "fast_rcnn/fg_cls_accuracy": 0.647555405176789, "iteration": 187579, "loss_box_reg": 0.22201971523463726, "loss_cls": 0.18591028777882457, "loss_mask": 0.23624888621270657, "loss_rpn_cls": 0.03872737777419388, "loss_rpn_loc": 0.08576703525613993, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837034188572712, "mask_rcnn/false_negative": 0.09675330925499569, "mask_rcnn/false_positive": 0.1357004916467195, "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": 0.9783712839707732, "total_loss": 0.767839934269432}
{"data_time": 0.015183831099420786, "eta_seconds": 82527.17346400023, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30858138989804285, "fast_rcnn/fg_cls_accuracy": 0.6758721976645405, "iteration": 187599, "loss_box_reg": 0.2085990784689784, "loss_cls": 0.1597874527797103, "loss_mask": 0.23591541312634945, "loss_rpn_cls": 0.030827729613520205, "loss_rpn_loc": 0.08159439777955413, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073826492756896, "mask_rcnn/false_negative": 0.08904808631959757, "mask_rcnn/false_positive": 0.09927620520138478, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0567331407219172, "total_loss": 0.6978084600996226}
{"data_time": 0.014686659909784794, "eta_seconds": 82433.61392601393, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2735916479820628, "fast_rcnn/fg_cls_accuracy": 0.6780737117059987, "iteration": 187619, "loss_box_reg": 0.20116487331688404, "loss_cls": 0.16319642309099436, "loss_mask": 0.22801844961941242, "loss_rpn_cls": 0.030441380105912685, "loss_rpn_loc": 0.07440758822485805, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072215692224566, "mask_rcnn/false_negative": 0.09195812375816141, "mask_rcnn/false_positive": 0.10018915448479473, "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": 0.9799467194825411, "total_loss": 0.7076083744177595}
{"data_time": 0.01747960550710559, "eta_seconds": 82372.54573833197, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2864790996784566, "fast_rcnn/fg_cls_accuracy": 0.6887992174125703, "iteration": 187639, "loss_box_reg": 0.19927534461021423, "loss_cls": 0.1591508612036705, "loss_mask": 0.22659404762089252, "loss_rpn_cls": 0.02408121107146144, "loss_rpn_loc": 0.06092054140754044, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981798819442013, "mask_rcnn/false_negative": 0.09269357278194999, "mask_rcnn/false_positive": 0.12107126037353949, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0016930419951677, "total_loss": 0.6830244597513229}
{"data_time": 0.015454054810106754, "eta_seconds": 82367.31477279216, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3030392156862745, "fast_rcnn/fg_cls_accuracy": 0.6526712678936606, "iteration": 187659, "loss_box_reg": 0.21116347424685955, "loss_cls": 0.1739076590165496, "loss_mask": 0.23570643924176693, "loss_rpn_cls": 0.02772776794154197, "loss_rpn_loc": 0.06357982940971851, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976858906889813, "mask_rcnn/false_negative": 0.07990500985242323, "mask_rcnn/false_positive": 0.1258130266026316, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0314625846222043, "total_loss": 0.7123017807607539}
{"data_time": 0.016212237998843193, "eta_seconds": 82332.53964520991, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.25255102040816324, "fast_rcnn/fg_cls_accuracy": 0.7194977128782547, "iteration": 187679, "loss_box_reg": 0.21268555987626314, "loss_cls": 0.1716997902840376, "loss_mask": 0.22978238575160503, "loss_rpn_cls": 0.02577262814156711, "loss_rpn_loc": 0.06486398132983595, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037585901419, "mask_rcnn/false_negative": 0.07907332777513038, "mask_rcnn/false_positive": 0.10211904118839836, "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": 1.0051643284969032, "total_loss": 0.6976672204909846}
{"data_time": 0.015197488944977522, "eta_seconds": 82308.73333243653, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.28306595365418896, "fast_rcnn/fg_cls_accuracy": 0.7005957767722474, "iteration": 187699, "loss_box_reg": 0.22005075495690107, "loss_cls": 0.1775709018111229, "loss_mask": 0.24126378446817398, "loss_rpn_cls": 0.035123146837577224, "loss_rpn_loc": 0.08320280828047544, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903787485313761, "mask_rcnn/false_negative": 0.09765283603185587, "mask_rcnn/false_positive": 0.10542164831642992, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9970968188717961, "total_loss": 0.769780354690738}
{"data_time": 0.01631491957232356, "eta_seconds": 82288.73121012002, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2964011799410029, "fast_rcnn/fg_cls_accuracy": 0.6829487179487179, "iteration": 187719, "loss_box_reg": 0.22102270368486643, "loss_cls": 0.17965034302324057, "loss_mask": 0.2518749423325062, "loss_rpn_cls": 0.031015202635899186, "loss_rpn_loc": 0.08218916854821146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861968670410252, "mask_rcnn/false_negative": 0.09034835713789885, "mask_rcnn/false_positive": 0.13338623483281536, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.023337509483099, "total_loss": 0.7593571278266609}
{"data_time": 0.01369613641873002, "eta_seconds": 82265.595905995, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.24307572209211553, "fast_rcnn/fg_cls_accuracy": 0.7273486317603964, "iteration": 187739, "loss_box_reg": 0.18271349370479584, "loss_cls": 0.16618368867784739, "loss_mask": 0.21753630228340626, "loss_rpn_cls": 0.02209425758337602, "loss_rpn_loc": 0.05457349680364132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968096000807271, "mask_rcnn/false_negative": 0.08934201876267239, "mask_rcnn/false_positive": 0.10778327697030729, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9951082803308964, "total_loss": 0.6640825990471058}
{"data_time": 0.012686758767813444, "eta_seconds": 82245.59454545379, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.32269493248148684, "fast_rcnn/fg_cls_accuracy": 0.6522891905197271, "iteration": 187759, "loss_box_reg": 0.22464578598737717, "loss_cls": 0.1826226394623518, "loss_mask": 0.2389421220868826, "loss_rpn_cls": 0.026072270818986, "loss_rpn_loc": 0.07667632086668164, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015907044124425, "mask_rcnn/false_negative": 0.09869953177009357, "mask_rcnn/false_positive": 0.11055953316922397, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.0321107916533947, "total_loss": 0.7440811692504212}
{"data_time": 0.013210502918809652, "eta_seconds": 82225.59318491258, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.32217261904761907, "fast_rcnn/fg_cls_accuracy": 0.6543318399213596, "iteration": 187779, "loss_box_reg": 0.2163943238556385, "loss_cls": 0.17405100166797638, "loss_mask": 0.23171714134514332, "loss_rpn_cls": 0.03902281494811177, "loss_rpn_loc": 0.07458263635635376, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046614524930852, "mask_rcnn/false_negative": 0.08553750825470713, "mask_rcnn/false_positive": 0.11110699579722455, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0044133057817817, "total_loss": 0.7398830285528675}
{"data_time": 0.017583352513611317, "eta_seconds": 82197.63059327379, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.27965184532981147, "fast_rcnn/fg_cls_accuracy": 0.681119432400473, "iteration": 187799, "loss_box_reg": 0.20545276068150997, "loss_cls": 0.1718977028504014, "loss_mask": 0.23823203332722187, "loss_rpn_cls": 0.031964658526703715, "loss_rpn_loc": 0.06487822835333645, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988246934279472, "mask_rcnn/false_negative": 0.08474105474552182, "mask_rcnn/false_positive": 0.09856164597965002, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9860685695894063, "total_loss": 0.7132451330544427}
{"data_time": 0.015161993447691202, "eta_seconds": 82146.00167421624, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30379663688912245, "fast_rcnn/fg_cls_accuracy": 0.6599065472240655, "iteration": 187819, "loss_box_reg": 0.21566182747483253, "loss_cls": 0.1808415139093995, "loss_mask": 0.22273251228034496, "loss_rpn_cls": 0.0292780427262187, "loss_rpn_loc": 0.07071468909271061, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059388669203581, "mask_rcnn/false_negative": 0.08101983295207738, "mask_rcnn/false_positive": 0.10453260225825081, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.991379945538938, "total_loss": 0.7316712977481075}
{"data_time": 0.017362376675009727, "eta_seconds": 82165.58910328895, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3003009476469445, "fast_rcnn/fg_cls_accuracy": 0.6824654533198518, "iteration": 187839, "loss_box_reg": 0.21223074570298195, "loss_cls": 0.16669172141700983, "loss_mask": 0.24188039638102055, "loss_rpn_cls": 0.030185079434886575, "loss_rpn_loc": 0.06712680496275425, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924326828184705, "mask_rcnn/false_negative": 0.09210658148918835, "mask_rcnn/false_positive": 0.12729821521908652, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.006044905167073, "total_loss": 0.7499678966123611}
{"data_time": 0.013830583076924086, "eta_seconds": 82145.58774274774, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3145507480448827, "fast_rcnn/fg_cls_accuracy": 0.6608192483110168, "iteration": 187859, "loss_box_reg": 0.20481490343809128, "loss_cls": 0.17461677733808756, "loss_mask": 0.2283368520438671, "loss_rpn_cls": 0.030224741785787046, "loss_rpn_loc": 0.06820171466097236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998300264873391, "mask_rcnn/false_negative": 0.08849498877763638, "mask_rcnn/false_positive": 0.11166304564184099, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.004679609555751, "total_loss": 0.7217571674846113}
{"data_time": 0.025263243820518255, "eta_seconds": 82147.24179185927, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3080591506835074, "fast_rcnn/fg_cls_accuracy": 0.6502616603277188, "iteration": 187879, "loss_box_reg": 0.23062128387391567, "loss_cls": 0.2026158794760704, "loss_mask": 0.2404620312154293, "loss_rpn_cls": 0.03462458238936961, "loss_rpn_loc": 0.07395564462058246, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987610288762579, "mask_rcnn/false_negative": 0.08109044185174444, "mask_rcnn/false_positive": 0.11463714236324227, "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": 1.0113602173514664, "total_loss": 0.8091826753225178}
{"data_time": 0.02151687117293477, "eta_seconds": 82142.2542002052, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29351522020725385, "fast_rcnn/fg_cls_accuracy": 0.6690023971971233, "iteration": 187899, "loss_box_reg": 0.19865337386727333, "loss_cls": 0.17658580839633942, "loss_mask": 0.24083307571709156, "loss_rpn_cls": 0.03300350659992546, "loss_rpn_loc": 0.06374815013259649, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968607645078233, "mask_rcnn/false_negative": 0.09399810735872177, "mask_rcnn/false_positive": 0.11155483321521037, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0011150548234582, "total_loss": 0.7029118986101821}
{"data_time": 0.02067960938438773, "eta_seconds": 82152.82334469259, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28036175710594313, "fast_rcnn/fg_cls_accuracy": 0.6920657958393808, "iteration": 187919, "loss_box_reg": 0.21606359258294106, "loss_cls": 0.1784247732721269, "loss_mask": 0.24103685840964317, "loss_rpn_cls": 0.03329070983454585, "loss_rpn_loc": 0.0782677885144949, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972810440790736, "mask_rcnn/false_negative": 0.08119306183444094, "mask_rcnn/false_positive": 0.1314284485819046, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9985586889088154, "total_loss": 0.7560324354562908}
{"data_time": 0.0168355293571949, "eta_seconds": 82141.99111691676, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2613851992409867, "fast_rcnn/fg_cls_accuracy": 0.6954166334104877, "iteration": 187939, "loss_box_reg": 0.19586351327598095, "loss_cls": 0.15989748667925596, "loss_mask": 0.23145801946520805, "loss_rpn_cls": 0.030169635894708335, "loss_rpn_loc": 0.0683438100386411, "lr": 0.0001, "mask_rcnn/accuracy": 0.896871055440408, "mask_rcnn/false_negative": 0.09172638246954523, "mask_rcnn/false_positive": 0.11049456308176554, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0257219853810966, "total_loss": 0.6638746995013207}
{"data_time": 0.02040187269449234, "eta_seconds": 82095.05309855565, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3268385345997286, "fast_rcnn/fg_cls_accuracy": 0.6463672205012672, "iteration": 187959, "loss_box_reg": 0.23085523396730423, "loss_cls": 0.19591767992824316, "loss_mask": 0.24341457523405552, "loss_rpn_cls": 0.029886642121709883, "loss_rpn_loc": 0.07020230300258845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917347025390243, "mask_rcnn/false_negative": 0.09755040470844417, "mask_rcnn/false_positive": 0.11675200413314796, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9814330311492085, "total_loss": 0.7832330181263387}
{"data_time": 0.01407384593039751, "eta_seconds": 82062.21302680671, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3003956695584996, "fast_rcnn/fg_cls_accuracy": 0.66252584028788, "iteration": 187979, "loss_box_reg": 0.23297722171992064, "loss_cls": 0.1910094516351819, "loss_mask": 0.23674223758280277, "loss_rpn_cls": 0.03305733931483701, "loss_rpn_loc": 0.07213870371924713, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008100661545835, "mask_rcnn/false_negative": 0.08356295330320893, "mask_rcnn/false_positive": 0.11606131364844574, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.994198412168771, "total_loss": 0.791484847839456}
{"data_time": 0.014738998841494322, "eta_seconds": 82008.70149768889, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2756655084283376, "fast_rcnn/fg_cls_accuracy": 0.6938756951823029, "iteration": 187999, "loss_box_reg": 0.20775097608566284, "loss_cls": 0.17093078373000026, "loss_mask": 0.24174341186881065, "loss_rpn_cls": 0.03758634312544018, "loss_rpn_loc": 0.07599144848063588, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975080848665997, "mask_rcnn/false_negative": 0.09208857782701202, "mask_rcnn/false_positive": 0.11833472955963828, "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": 0.968122323974967, "total_loss": 0.7347326182643883}
{"data_time": 0.01904554571956396, "eta_seconds": 81988.69937537238, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2581608515671201, "fast_rcnn/fg_cls_accuracy": 0.7023131297146172, "iteration": 188019, "loss_box_reg": 0.20504499599337578, "loss_cls": 0.17405414395034313, "loss_mask": 0.23533355817198753, "loss_rpn_cls": 0.028258133912459016, "loss_rpn_loc": 0.0631708376458846, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035411354654995, "mask_rcnn/false_negative": 0.08003850727903061, "mask_rcnn/false_positive": 0.10907203829652186, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0214974619448185, "total_loss": 0.7032727806363255}
{"data_time": 0.012923968955874443, "eta_seconds": 81912.32925843447, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.35997360043481635, "fast_rcnn/fg_cls_accuracy": 0.6299091544374563, "iteration": 188039, "loss_box_reg": 0.2086748220026493, "loss_cls": 0.17728810757398605, "loss_mask": 0.23840725794434547, "loss_rpn_cls": 0.029560339055024087, "loss_rpn_loc": 0.06282857130281627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922654131861312, "mask_rcnn/false_negative": 0.10496740954567144, "mask_rcnn/false_positive": 0.11995047174647142, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9405236658640206, "total_loss": 0.735987045802176}
{"data_time": 0.021617375314235687, "eta_seconds": 81835.8342934493, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.27925382366171836, "fast_rcnn/fg_cls_accuracy": 0.6718346253229974, "iteration": 188059, "loss_box_reg": 0.21239416673779488, "loss_cls": 0.17113217571750283, "loss_mask": 0.23679120652377605, "loss_rpn_cls": 0.024477179686073214, "loss_rpn_loc": 0.05796374811325222, "lr": 0.0001, "mask_rcnn/accuracy": 0.9129133984890818, "mask_rcnn/false_negative": 0.07926827264696502, "mask_rcnn/false_positive": 0.10500263953379943, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9962966800667346, "total_loss": 0.7158134668134153}
{"data_time": 0.015768012031912804, "eta_seconds": 81807.31777191162, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28497294700647247, "fast_rcnn/fg_cls_accuracy": 0.6814819677871149, "iteration": 188079, "loss_box_reg": 0.19384015537798405, "loss_cls": 0.16944436822086573, "loss_mask": 0.22760426253080368, "loss_rpn_cls": 0.026182468864135444, "loss_rpn_loc": 0.0670278383186087, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061056895149586, "mask_rcnn/false_negative": 0.08159432591535794, "mask_rcnn/false_positive": 0.11600732291436622, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9777913587167859, "total_loss": 0.6643947445554659}
{"data_time": 0.016317634843289852, "eta_seconds": 81805.77439083718, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.2795977011494253, "fast_rcnn/fg_cls_accuracy": 0.6898057521457612, "iteration": 188099, "loss_box_reg": 0.1892618089914322, "loss_cls": 0.16947754565626383, "loss_mask": 0.23052070662379265, "loss_rpn_cls": 0.03299132641404867, "loss_rpn_loc": 0.062144165160134435, "lr": 0.0001, "mask_rcnn/accuracy": 0.9146248250820563, "mask_rcnn/false_negative": 0.07994157541930547, "mask_rcnn/false_positive": 0.08734973658531711, "roi_head/num_bg_samples": 458.625, "roi_head/num_fg_samples": 53.375, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 1.005987751763314, "total_loss": 0.71142547467025}
{"data_time": 0.019658866338431835, "eta_seconds": 81767.3727925308, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26735311059907835, "fast_rcnn/fg_cls_accuracy": 0.6776202979316257, "iteration": 188119, "loss_box_reg": 0.21253308141604066, "loss_cls": 0.17678654100745916, "loss_mask": 0.22959930077195168, "loss_rpn_cls": 0.03224546473938972, "loss_rpn_loc": 0.07842738321051002, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074421236331907, "mask_rcnn/false_negative": 0.08506385507140596, "mask_rcnn/false_positive": 0.08683082411557977, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0092993141151965, "total_loss": 0.7133764082100242}
{"data_time": 0.01899629132822156, "eta_seconds": 81735.85469577461, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.23729395604395603, "fast_rcnn/fg_cls_accuracy": 0.7101209292990115, "iteration": 188139, "loss_box_reg": 0.18327804654836655, "loss_cls": 0.1595986085012555, "loss_mask": 0.23159914277493954, "loss_rpn_cls": 0.032562371576204896, "loss_rpn_loc": 0.06046286434866488, "lr": 0.0001, "mask_rcnn/accuracy": 0.9104590814139065, "mask_rcnn/false_negative": 0.07617889593751988, "mask_rcnn/false_positive": 0.11313934758933324, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.023710475768894, "total_loss": 0.7078435181174427}
{"data_time": 0.014141388703137636, "eta_seconds": 81715.88502690196, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2564369132127319, "fast_rcnn/fg_cls_accuracy": 0.7263567666590336, "iteration": 188159, "loss_box_reg": 0.2055923780426383, "loss_cls": 0.16473127249628305, "loss_mask": 0.23725763708353043, "loss_rpn_cls": 0.0308250758680515, "loss_rpn_loc": 0.07292211102321744, "lr": 0.0001, "mask_rcnn/accuracy": 0.906127537787278, "mask_rcnn/false_negative": 0.0879061969418314, "mask_rcnn/false_positive": 0.0993246671140273, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.999079761095345, "total_loss": 0.7182231934857555}
{"data_time": 0.01898952992632985, "eta_seconds": 81817.64154673554, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.27133912718437525, "fast_rcnn/fg_cls_accuracy": 0.7072957992178048, "iteration": 188179, "loss_box_reg": 0.2321273796260357, "loss_cls": 0.17830191738903522, "loss_mask": 0.24181471578776836, "loss_rpn_cls": 0.03530004690401256, "loss_rpn_loc": 0.08419125317595899, "lr": 0.0001, "mask_rcnn/accuracy": 0.896031706554488, "mask_rcnn/false_negative": 0.09239794362621562, "mask_rcnn/false_positive": 0.12003967483175715, "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": 1.0318325879052281, "total_loss": 0.7771361087216064}
{"data_time": 0.01964137703180313, "eta_seconds": 81752.42231991142, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.26871351630277035, "fast_rcnn/fg_cls_accuracy": 0.6850226259739376, "iteration": 188199, "loss_box_reg": 0.21051304787397385, "loss_cls": 0.18155308719724417, "loss_mask": 0.23862117156386375, "loss_rpn_cls": 0.03988137957639992, "loss_rpn_loc": 0.0938145937398076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966413347309574, "mask_rcnn/false_negative": 0.0904563125931584, "mask_rcnn/false_positive": 0.11930824803314385, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 1.0062276255339384, "total_loss": 0.7633474986068904}
{"data_time": 0.016388398595154285, "eta_seconds": 81755.7240838185, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2909463148316651, "fast_rcnn/fg_cls_accuracy": 0.6632599884192241, "iteration": 188219, "loss_box_reg": 0.20845559146255255, "loss_cls": 0.16111366730183363, "loss_mask": 0.24155475944280624, "loss_rpn_cls": 0.03251577483024448, "loss_rpn_loc": 0.0680757196387276, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993188099243768, "mask_rcnn/false_negative": 0.0880631651016708, "mask_rcnn/false_positive": 0.09379974827100282, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9908490562811494, "total_loss": 0.7139068155083805}
{"data_time": 0.014528076630085707, "eta_seconds": 81757.6432762295, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3175190194420964, "fast_rcnn/fg_cls_accuracy": 0.6524321964736473, "iteration": 188239, "loss_box_reg": 0.19909965619444847, "loss_cls": 0.1629335628822446, "loss_mask": 0.23121963255107403, "loss_rpn_cls": 0.032397055299952626, "loss_rpn_loc": 0.08075186610221863, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956154414691394, "mask_rcnn/false_negative": 0.09595761401813203, "mask_rcnn/false_positive": 0.11249104878922675, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9988088915124536, "total_loss": 0.7304444871260785}
{"data_time": 0.015222407877445221, "eta_seconds": 81745.56053192355, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.3167286757613339, "fast_rcnn/fg_cls_accuracy": 0.6638418079096045, "iteration": 188259, "loss_box_reg": 0.20436415821313858, "loss_cls": 0.16752562578767538, "loss_mask": 0.23925896920263767, "loss_rpn_cls": 0.03260548727121204, "loss_rpn_loc": 0.07644992298446596, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013286046125768, "mask_rcnn/false_negative": 0.0816497747405287, "mask_rcnn/false_positive": 0.10833459058691094, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0016617667861283, "total_loss": 0.7218182971701026}
{"data_time": 0.015252158977091312, "eta_seconds": 81629.32036209852, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2673470535312641, "fast_rcnn/fg_cls_accuracy": 0.714419099057688, "iteration": 188279, "loss_box_reg": 0.1896416675299406, "loss_cls": 0.16340604051947594, "loss_mask": 0.23181260004639626, "loss_rpn_cls": 0.029511653585359454, "loss_rpn_loc": 0.07110831746831536, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961351519189502, "mask_rcnn/false_negative": 0.08880889439646439, "mask_rcnn/false_positive": 0.11490743577054309, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9823923716321588, "total_loss": 0.6651965125929564}
{"data_time": 0.015425999648869038, "eta_seconds": 81636.88610773534, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2593929231068339, "fast_rcnn/fg_cls_accuracy": 0.6931050547402748, "iteration": 188299, "loss_box_reg": 0.19734528195112944, "loss_cls": 0.1680485000833869, "loss_mask": 0.23715236596763134, "loss_rpn_cls": 0.03750333026982844, "loss_rpn_loc": 0.07123737270012498, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011125003361029, "mask_rcnn/false_negative": 0.08192696340156767, "mask_rcnn/false_positive": 0.13199068621703652, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0047605279833078, "total_loss": 0.7107338507194072}
{"data_time": 0.021244230680167675, "eta_seconds": 81688.66754062474, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3066117500469725, "fast_rcnn/fg_cls_accuracy": 0.6652298850574713, "iteration": 188319, "loss_box_reg": 0.2150892848148942, "loss_cls": 0.17295567225664854, "loss_mask": 0.23213572800159454, "loss_rpn_cls": 0.034104304504580796, "loss_rpn_loc": 0.06304982712026685, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987593208068365, "mask_rcnn/false_negative": 0.10993124203224879, "mask_rcnn/false_positive": 0.09898131754870514, "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": 1.0377645445987582, "total_loss": 0.7182936187600717}
{"data_time": 0.01715634111315012, "eta_seconds": 81635.75970511883, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23926108374384236, "fast_rcnn/fg_cls_accuracy": 0.7369241858773123, "iteration": 188339, "loss_box_reg": 0.21187049057334661, "loss_cls": 0.17227153154090047, "loss_mask": 0.23284438531845808, "loss_rpn_cls": 0.035232999827712774, "loss_rpn_loc": 0.08383123856037855, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983178269539782, "mask_rcnn/false_negative": 0.09277302845482233, "mask_rcnn/false_positive": 0.11097358528265415, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.0232901591807604, "total_loss": 0.7295188766438514}
{"data_time": 0.012625640258193016, "eta_seconds": 81656.93954510614, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3096518224628277, "fast_rcnn/fg_cls_accuracy": 0.6740952262710287, "iteration": 188359, "loss_box_reg": 0.21737070009112358, "loss_cls": 0.17683573719114065, "loss_mask": 0.22181673906743526, "loss_rpn_cls": 0.030639634234830737, "loss_rpn_loc": 0.05637466977350414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955452266301693, "mask_rcnn/false_negative": 0.08711251070171222, "mask_rcnn/false_positive": 0.11817866339340825, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0016816314309835, "total_loss": 0.6880128947086632}
{"data_time": 0.016813355032354593, "eta_seconds": 81628.66117367521, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27621939464044726, "fast_rcnn/fg_cls_accuracy": 0.6889820705610179, "iteration": 188379, "loss_box_reg": 0.20260852947831154, "loss_cls": 0.16469254530966282, "loss_mask": 0.233193913474679, "loss_rpn_cls": 0.033486072439700365, "loss_rpn_loc": 0.07384490862023085, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922234097771546, "mask_rcnn/false_negative": 0.09646993300779302, "mask_rcnn/false_positive": 0.11396151706835772, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9810165110975504, "total_loss": 0.7084516952745616}
{"data_time": 0.014554353430867195, "eta_seconds": 81638.57830390334, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28446363254782037, "fast_rcnn/fg_cls_accuracy": 0.684838625715773, "iteration": 188399, "loss_box_reg": 0.2184956893324852, "loss_cls": 0.1713733086362481, "loss_mask": 0.24356397800147533, "loss_rpn_cls": 0.035049474565312266, "loss_rpn_loc": 0.07398663694038987, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923687084830783, "mask_rcnn/false_negative": 0.09169509171909976, "mask_rcnn/false_positive": 0.13508277458307671, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9809676953591406, "total_loss": 0.7438641161425039}
{"data_time": 0.013473035302013159, "eta_seconds": 81608.14510537311, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27211952620244073, "fast_rcnn/fg_cls_accuracy": 0.6912258324382385, "iteration": 188419, "loss_box_reg": 0.20769034512341022, "loss_cls": 0.166980164591223, "loss_mask": 0.23493070900440216, "loss_rpn_cls": 0.02916800242383033, "loss_rpn_loc": 0.0619103058706969, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022706708003416, "mask_rcnn/false_negative": 0.09567802716753815, "mask_rcnn/false_positive": 0.09805593039143463, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9869142095558345, "total_loss": 0.718050844501704}
{"data_time": 0.015771766658872366, "eta_seconds": 81619.54920394346, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.31122637876903025, "fast_rcnn/fg_cls_accuracy": 0.6806754423823911, "iteration": 188439, "loss_box_reg": 0.20984259247779846, "loss_cls": 0.17424724716693163, "loss_mask": 0.23290488868951797, "loss_rpn_cls": 0.03183266695123166, "loss_rpn_loc": 0.07368996739387512, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029463871006773, "mask_rcnn/false_negative": 0.09518967761112827, "mask_rcnn/false_positive": 0.10417653091751208, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0148507747799158, "total_loss": 0.7326929305563681}
{"data_time": 0.01727315131574869, "eta_seconds": 81442.87701392546, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.32051244975274007, "fast_rcnn/fg_cls_accuracy": 0.6637934055152599, "iteration": 188459, "loss_box_reg": 0.2120898850262165, "loss_cls": 0.1827207012102008, "loss_mask": 0.2426000889390707, "loss_rpn_cls": 0.028354094247333705, "loss_rpn_loc": 0.06462691922206432, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071209341464197, "mask_rcnn/false_negative": 0.0892872745240028, "mask_rcnn/false_positive": 0.09760582220378929, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9937628637999296, "total_loss": 0.7393113399739377}
{"data_time": 0.014989128336310387, "eta_seconds": 81418.08176215738, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2630015012683129, "fast_rcnn/fg_cls_accuracy": 0.6814442048086908, "iteration": 188479, "loss_box_reg": 0.20988688338547945, "loss_cls": 0.18185809813439846, "loss_mask": 0.24151504039764404, "loss_rpn_cls": 0.032204484450630844, "loss_rpn_loc": 0.07087422674521804, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017247312134415, "mask_rcnn/false_negative": 0.07965542522038652, "mask_rcnn/false_positive": 0.11493155382377696, "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": 0.9920197213068604, "total_loss": 0.7541664333548397}
{"data_time": 0.015512054786086082, "eta_seconds": 81398.10676663183, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3124238527142277, "fast_rcnn/fg_cls_accuracy": 0.6581737910546295, "iteration": 188499, "loss_box_reg": 0.1957374755293131, "loss_cls": 0.16968770883977413, "loss_mask": 0.22249908931553364, "loss_rpn_cls": 0.03103046794421971, "loss_rpn_loc": 0.08259607432410121, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956694445372257, "mask_rcnn/false_negative": 0.08818083157144774, "mask_rcnn/false_positive": 0.12740719388426103, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9715244243852794, "total_loss": 0.7214943992439657}
{"data_time": 0.014760238118469715, "eta_seconds": 81375.88700372726, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.30696812453669386, "fast_rcnn/fg_cls_accuracy": 0.6900902541686903, "iteration": 188519, "loss_box_reg": 0.1959807062521577, "loss_cls": 0.16543265990912914, "loss_mask": 0.22722809202969074, "loss_rpn_cls": 0.030997661175206304, "loss_rpn_loc": 0.06951352721080184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987388162955544, "mask_rcnn/false_negative": 0.08975364295175789, "mask_rcnn/false_positive": 0.10232743115816431, "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": 0.9874234972521663, "total_loss": 0.6958543999353424}
{"data_time": 0.01916848449036479, "eta_seconds": 81336.46131832153, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2704942511572346, "fast_rcnn/fg_cls_accuracy": 0.6980957455759038, "iteration": 188539, "loss_box_reg": 0.21956424042582512, "loss_cls": 0.17988021485507488, "loss_mask": 0.2441868893802166, "loss_rpn_cls": 0.0371363521553576, "loss_rpn_loc": 0.08109549898654222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915133009488716, "mask_rcnn/false_negative": 0.0901119936940043, "mask_rcnn/false_positive": 0.134639423290386, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9901218903250992, "total_loss": 0.7870818150695413}
{"data_time": 0.015182295348495245, "eta_seconds": 81340.93790508807, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2612363987363987, "fast_rcnn/fg_cls_accuracy": 0.7185321363766594, "iteration": 188559, "loss_box_reg": 0.20975985936820507, "loss_cls": 0.16653884015977383, "loss_mask": 0.23705267161130905, "loss_rpn_cls": 0.033937868662178516, "loss_rpn_loc": 0.07672142493538558, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037349746615214, "mask_rcnn/false_negative": 0.08229365437489736, "mask_rcnn/false_positive": 0.11467536150231389, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.031816326547414, "total_loss": 0.734454620629549}
{"data_time": 0.022804140578955412, "eta_seconds": 81508.54779621586, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27797113752122243, "fast_rcnn/fg_cls_accuracy": 0.6878431708991077, "iteration": 188579, "loss_box_reg": 0.22061587311327457, "loss_cls": 0.17171152494847775, "loss_mask": 0.22679119743406773, "loss_rpn_cls": 0.027129920199513435, "loss_rpn_loc": 0.06767099699936807, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026319082597578, "mask_rcnn/false_negative": 0.09121590910620508, "mask_rcnn/false_positive": 0.10244967492215257, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.065565190743655, "total_loss": 0.7391309805243509}
{"data_time": 0.019188571255654097, "eta_seconds": 81449.71775496379, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2813739786837083, "fast_rcnn/fg_cls_accuracy": 0.6831563981042654, "iteration": 188599, "loss_box_reg": 0.21060284785926342, "loss_cls": 0.17553765513002872, "loss_mask": 0.235268697142601, "loss_rpn_cls": 0.031980890315026045, "loss_rpn_loc": 0.07160501554608345, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920577161682283, "mask_rcnn/false_negative": 0.09050230086557162, "mask_rcnn/false_positive": 0.11737533484895668, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.997405479196459, "total_loss": 0.7239482019795105}
{"data_time": 0.01597314840182662, "eta_seconds": 81483.21828946471, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30914918414918413, "fast_rcnn/fg_cls_accuracy": 0.6795814479638009, "iteration": 188619, "loss_box_reg": 0.211953554302454, "loss_cls": 0.1762302303686738, "loss_mask": 0.24339934438467026, "loss_rpn_cls": 0.03273520100628957, "loss_rpn_loc": 0.07716633169911802, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837302337357077, "mask_rcnn/false_negative": 0.09569883960610125, "mask_rcnn/false_positive": 0.11856072877131943, "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": 0.9799740174785256, "total_loss": 0.7278805139940232}
{"data_time": 0.014472867827862501, "eta_seconds": 81497.37582430243, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2625743210670095, "fast_rcnn/fg_cls_accuracy": 0.6879900926316724, "iteration": 188639, "loss_box_reg": 0.20847871247678995, "loss_cls": 0.17980694025754929, "loss_mask": 0.2348069977015257, "loss_rpn_cls": 0.032163572032004595, "loss_rpn_loc": 0.065258814021945, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985672162383471, "mask_rcnn/false_negative": 0.0895394800470464, "mask_rcnn/false_positive": 0.1011266364396299, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0138334780931473, "total_loss": 0.7039707244839519}
{"data_time": 0.0163430068641901, "eta_seconds": 81389.68110796995, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26462600869025454, "fast_rcnn/fg_cls_accuracy": 0.7125685085652254, "iteration": 188659, "loss_box_reg": 0.19717754237353802, "loss_cls": 0.17240543756633997, "loss_mask": 0.23730385676026344, "loss_rpn_cls": 0.030231431679567322, "loss_rpn_loc": 0.06796769448556006, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054675689720333, "mask_rcnn/false_negative": 0.09325211422844129, "mask_rcnn/false_positive": 0.0985647143937042, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9963153307326138, "total_loss": 0.6856487323821057}
{"data_time": 0.026166158262640238, "eta_seconds": 81358.90764672309, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.29741512912119283, "fast_rcnn/fg_cls_accuracy": 0.6548726953467954, "iteration": 188679, "loss_box_reg": 0.21948846988379955, "loss_cls": 0.17701290268450975, "loss_mask": 0.24390660412609577, "loss_rpn_cls": 0.03199000586755574, "loss_rpn_loc": 0.0811313739977777, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917450483594799, "mask_rcnn/false_negative": 0.08402593041935244, "mask_rcnn/false_positive": 0.12201101047295443, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9999750112183392, "total_loss": 0.7438322708476335}
{"data_time": 0.014786332845687866, "eta_seconds": 81403.11682149768, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29328089392045875, "fast_rcnn/fg_cls_accuracy": 0.6989455860848148, "iteration": 188699, "loss_box_reg": 0.2120136246085167, "loss_cls": 0.16621747892349958, "loss_mask": 0.24764695204794407, "loss_rpn_cls": 0.030624458799138665, "loss_rpn_loc": 0.06618718255776912, "lr": 0.0001, "mask_rcnn/accuracy": 0.893633676242914, "mask_rcnn/false_negative": 0.09358749976122599, "mask_rcnn/false_positive": 0.1165876784919653, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0159730580635369, "total_loss": 0.7560368097038008}
{"data_time": 0.02622205251827836, "eta_seconds": 81400.34376263618, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2792788894274043, "fast_rcnn/fg_cls_accuracy": 0.6597540390643839, "iteration": 188719, "loss_box_reg": 0.20389444939792156, "loss_cls": 0.16504213772714138, "loss_mask": 0.22817320004105568, "loss_rpn_cls": 0.03187547379639, "loss_rpn_loc": 0.07672744139563292, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065011697007057, "mask_rcnn/false_negative": 0.08020106881566857, "mask_rcnn/false_positive": 0.11118330230400575, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.056701726745814, "total_loss": 0.7051107489969581}
{"data_time": 0.020604655146598816, "eta_seconds": 81397.20697496086, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.28810522362367375, "fast_rcnn/fg_cls_accuracy": 0.7025576965415578, "iteration": 188739, "loss_box_reg": 0.20431406423449516, "loss_cls": 0.15739461639896035, "loss_mask": 0.23816966079175472, "loss_rpn_cls": 0.033133131568320096, "loss_rpn_loc": 0.07554718130268157, "lr": 0.0001, "mask_rcnn/accuracy": 0.904014794965317, "mask_rcnn/false_negative": 0.06950291107630222, "mask_rcnn/false_positive": 0.11195670546554856, "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": 0.9899232634343207, "total_loss": 0.7181741134263575}
{"data_time": 0.02137628383934498, "eta_seconds": 81360.28453834355, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.21139149612760938, "fast_rcnn/fg_cls_accuracy": 0.742490671641791, "iteration": 188759, "loss_box_reg": 0.21751958690583706, "loss_cls": 0.19331640005111694, "loss_mask": 0.23176677897572517, "loss_rpn_cls": 0.03244547510985285, "loss_rpn_loc": 0.0608224761672318, "lr": 0.0001, "mask_rcnn/accuracy": 0.9115353802727594, "mask_rcnn/false_negative": 0.08730852625797461, "mask_rcnn/false_positive": 0.09811396998899874, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9908116781152785, "total_loss": 0.7255813083611429}
{"data_time": 0.023854940198361874, "eta_seconds": 81243.73086821288, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27057365697208247, "fast_rcnn/fg_cls_accuracy": 0.66848936653296, "iteration": 188779, "loss_box_reg": 0.2254984937608242, "loss_cls": 0.1810986022464931, "loss_mask": 0.24376121535897255, "loss_rpn_cls": 0.04172218532767147, "loss_rpn_loc": 0.09567161742597818, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069944828956548, "mask_rcnn/false_negative": 0.07562214305227477, "mask_rcnn/false_positive": 0.09524822874817249, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9479953316040337, "total_loss": 0.8169844688382}
{"data_time": 0.01586132636293769, "eta_seconds": 81249.59559831768, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.27942101950912523, "fast_rcnn/fg_cls_accuracy": 0.7062530592266275, "iteration": 188799, "loss_box_reg": 0.19145935960114002, "loss_cls": 0.14937423169612885, "loss_mask": 0.22590548545122147, "loss_rpn_cls": 0.027624265640042722, "loss_rpn_loc": 0.07431959779933095, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028290051368661, "mask_rcnn/false_negative": 0.09007027141067316, "mask_rcnn/false_positive": 0.1002537508602031, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0044638263061643, "total_loss": 0.6765477411681786}
{"data_time": 0.018916234374046326, "eta_seconds": 81300.1957019046, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29379251700680276, "fast_rcnn/fg_cls_accuracy": 0.6840783090783091, "iteration": 188819, "loss_box_reg": 0.2231326913461089, "loss_cls": 0.18101490940898657, "loss_mask": 0.24069266580045223, "loss_rpn_cls": 0.029726015869528055, "loss_rpn_loc": 0.07391948020085692, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020517186833623, "mask_rcnn/false_negative": 0.08777503008210877, "mask_rcnn/false_positive": 0.10705034266819496, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0005412842147052, "total_loss": 0.7566575719974935}
{"data_time": 0.017224010080099106, "eta_seconds": 81232.47830262408, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.28801843317972353, "fast_rcnn/fg_cls_accuracy": 0.6790601871247033, "iteration": 188839, "loss_box_reg": 0.2177826203405857, "loss_cls": 0.1822241391055286, "loss_mask": 0.23723312467336655, "loss_rpn_cls": 0.02863441687077284, "loss_rpn_loc": 0.06624080752953887, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982805831447775, "mask_rcnn/false_negative": 0.0785401927995453, "mask_rcnn/false_positive": 0.10657289011161647, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9921840634196997, "total_loss": 0.737002335023135}
{"data_time": 0.015421883668750525, "eta_seconds": 81178.82152551785, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31236418606115957, "fast_rcnn/fg_cls_accuracy": 0.6547885239189998, "iteration": 188859, "loss_box_reg": 0.22132909670472145, "loss_cls": 0.17536927293986082, "loss_mask": 0.24079298973083496, "loss_rpn_cls": 0.03177030698861927, "loss_rpn_loc": 0.06601802655495703, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978499877632599, "mask_rcnn/false_negative": 0.09122718236635585, "mask_rcnn/false_positive": 0.1177470105350312, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9830461037345231, "total_loss": 0.7617770949145779}
{"data_time": 0.019808486569672823, "eta_seconds": 81192.44258143008, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.34190803224843236, "fast_rcnn/fg_cls_accuracy": 0.6443664775554891, "iteration": 188879, "loss_box_reg": 0.2159035843797028, "loss_cls": 0.17107705306261778, "loss_mask": 0.23577192053198814, "loss_rpn_cls": 0.02975886536296457, "loss_rpn_loc": 0.06690154960961081, "lr": 0.0001, "mask_rcnn/accuracy": 0.8829070950132729, "mask_rcnn/false_negative": 0.11465362607719937, "mask_rcnn/false_positive": 0.12281612501175257, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0276723094284534, "total_loss": 0.743056379025802}
{"data_time": 0.024579405318945646, "eta_seconds": 81172.42472083308, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2735030511060259, "fast_rcnn/fg_cls_accuracy": 0.7138729977116705, "iteration": 188899, "loss_box_reg": 0.2108863014727831, "loss_cls": 0.17051549861207604, "loss_mask": 0.2298736236989498, "loss_rpn_cls": 0.03248823821195401, "loss_rpn_loc": 0.05912949773482978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994086424507719, "mask_rcnn/false_negative": 0.09153780996467345, "mask_rcnn/false_positive": 0.11366454930514845, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.9976975917816162, "total_loss": 0.6962510606972501}
{"data_time": 0.017445532605051994, "eta_seconds": 81152.40686023608, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30745397234758937, "fast_rcnn/fg_cls_accuracy": 0.6535739405662037, "iteration": 188919, "loss_box_reg": 0.22537112049758434, "loss_cls": 0.18667230382561684, "loss_mask": 0.2374108899384737, "loss_rpn_cls": 0.036305146757513285, "loss_rpn_loc": 0.07618683949112892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945263033673696, "mask_rcnn/false_negative": 0.1000966179504349, "mask_rcnn/false_positive": 0.11013493786457909, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0015835952945054, "total_loss": 0.7452932617161423}
{"data_time": 0.016656246967613697, "eta_seconds": 80993.13780572265, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2833303611846527, "fast_rcnn/fg_cls_accuracy": 0.7087827634559378, "iteration": 188939, "loss_box_reg": 0.19809749070554972, "loss_cls": 0.16198888327926397, "loss_mask": 0.22930692695081234, "loss_rpn_cls": 0.030593363917432725, "loss_rpn_loc": 0.06843739724718034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970424838040059, "mask_rcnn/false_negative": 0.08748996755156088, "mask_rcnn/false_positive": 0.11432316583783145, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9885581186972558, "total_loss": 0.6872527498053387}
{"data_time": 0.016592830885201693, "eta_seconds": 81032.14556980878, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2496124031007752, "fast_rcnn/fg_cls_accuracy": 0.696107916850951, "iteration": 188959, "loss_box_reg": 0.20386913046240807, "loss_cls": 0.16800678335130215, "loss_mask": 0.22746999002993107, "loss_rpn_cls": 0.03349978371988982, "loss_rpn_loc": 0.06535838986746967, "lr": 0.0001, "mask_rcnn/accuracy": 0.9171954972465176, "mask_rcnn/false_negative": 0.08412387215933324, "mask_rcnn/false_positive": 0.09360863969397916, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.004364088177681, "total_loss": 0.7088493367191404}
{"data_time": 0.015253330115228891, "eta_seconds": 81119.32531534694, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31273510330916426, "fast_rcnn/fg_cls_accuracy": 0.6433617655727188, "iteration": 188979, "loss_box_reg": 0.21046473551541567, "loss_cls": 0.18251138553023338, "loss_mask": 0.2496144436299801, "loss_rpn_cls": 0.028317999094724655, "loss_rpn_loc": 0.07064468110911548, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013842761352895, "mask_rcnn/false_negative": 0.08997010947642343, "mask_rcnn/false_positive": 0.11927948827108584, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0264741168357432, "total_loss": 0.743112348485738}
{"data_time": 0.016630944795906544, "eta_seconds": 81111.16494471207, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26308784383318545, "fast_rcnn/fg_cls_accuracy": 0.7063898955970025, "iteration": 188999, "loss_box_reg": 0.20840872451663017, "loss_cls": 0.16882495488971472, "loss_mask": 0.23341640271246433, "loss_rpn_cls": 0.027669821633026004, "loss_rpn_loc": 0.05537877685856074, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078941267000536, "mask_rcnn/false_negative": 0.07800443357674719, "mask_rcnn/false_positive": 0.11098735223918685, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9836969817988575, "total_loss": 0.7019753007916734}
{"data_time": 0.015780271496623755, "eta_seconds": 81041.42343004234, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3076309067688378, "fast_rcnn/fg_cls_accuracy": 0.6627976552675348, "iteration": 189019, "loss_box_reg": 0.2210805919021368, "loss_cls": 0.18330711591988802, "loss_mask": 0.23112506605684757, "loss_rpn_cls": 0.03489674627780914, "loss_rpn_loc": 0.08670231606811285, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046543936190165, "mask_rcnn/false_negative": 0.08696182277225473, "mask_rcnn/false_positive": 0.1149992912274597, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.000367151107639, "total_loss": 0.7674083970487118}
{"data_time": 0.016858728602528572, "eta_seconds": 81072.62226834893, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.277111267936956, "fast_rcnn/fg_cls_accuracy": 0.6935730185846664, "iteration": 189039, "loss_box_reg": 0.20588724873960018, "loss_cls": 0.17288497649133205, "loss_mask": 0.23674657940864563, "loss_rpn_cls": 0.03422426898032427, "loss_rpn_loc": 0.06394544208887964, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051826332220426, "mask_rcnn/false_negative": 0.08457139811266606, "mask_rcnn/false_positive": 0.10815244946805916, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9776569395326078, "total_loss": 0.7349190604873002}
{"data_time": 0.014559739269316196, "eta_seconds": 81028.33849442191, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3177966101694915, "fast_rcnn/fg_cls_accuracy": 0.6373707706766918, "iteration": 189059, "loss_box_reg": 0.20316042192280293, "loss_cls": 0.16295710019767284, "loss_mask": 0.23739474453032017, "loss_rpn_cls": 0.033394096535630524, "loss_rpn_loc": 0.08779079699888825, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925159181170144, "mask_rcnn/false_negative": 0.09982131795601512, "mask_rcnn/false_positive": 0.11973441188862492, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9815660729072988, "total_loss": 0.7512818150571547}
{"data_time": 0.013212136924266815, "eta_seconds": 81032.56662493572, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2795526108632905, "fast_rcnn/fg_cls_accuracy": 0.7043212749922418, "iteration": 189079, "loss_box_reg": 0.2265775501728058, "loss_cls": 0.17571936827152967, "loss_mask": 0.24195599555969238, "loss_rpn_cls": 0.031189830333460122, "loss_rpn_loc": 0.08001628355123103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949428220383071, "mask_rcnn/false_negative": 0.08063728036985005, "mask_rcnn/false_positive": 0.1258222776785629, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0202233316376805, "total_loss": 0.7593492969172075}
{"data_time": 0.015268978662788868, "eta_seconds": 81012.53880322911, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3027961109928323, "fast_rcnn/fg_cls_accuracy": 0.6699365415124272, "iteration": 189099, "loss_box_reg": 0.22409844398498535, "loss_cls": 0.18201315635815263, "loss_mask": 0.2458934783935547, "loss_rpn_cls": 0.03211051435209811, "loss_rpn_loc": 0.07304697949439287, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898228791397766, "mask_rcnn/false_negative": 0.09580150338182919, "mask_rcnn/false_positive": 0.12576074632096199, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0229070973582566, "total_loss": 0.7601542414631695}
{"data_time": 0.014549527782946825, "eta_seconds": 80929.40014768392, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.30362013164115054, "fast_rcnn/fg_cls_accuracy": 0.6542919628212138, "iteration": 189119, "loss_box_reg": 0.20358840888366103, "loss_cls": 0.1621118262410164, "loss_mask": 0.22451026737689972, "loss_rpn_cls": 0.028005221392959356, "loss_rpn_loc": 0.05517468543257564, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975000666602918, "mask_rcnn/false_negative": 0.08909005724179406, "mask_rcnn/false_positive": 0.11281506075911561, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9828503308817744, "total_loss": 0.6640440196497366}
{"data_time": 0.016472964081913233, "eta_seconds": 80892.54768745042, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2717226370642495, "fast_rcnn/fg_cls_accuracy": 0.7059824860802262, "iteration": 189139, "loss_box_reg": 0.20763537846505642, "loss_cls": 0.16678522247821093, "loss_mask": 0.2266795737668872, "loss_rpn_cls": 0.027315058396197855, "loss_rpn_loc": 0.07335649314336479, "lr": 0.0001, "mask_rcnn/accuracy": 0.9117929071787014, "mask_rcnn/false_negative": 0.08781662486554792, "mask_rcnn/false_positive": 0.0859186570681178, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0130362794734538, "total_loss": 0.7175150271505117}
{"data_time": 0.023577582091093063, "eta_seconds": 80889.3757163547, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2646096606581564, "fast_rcnn/fg_cls_accuracy": 0.7089921457873796, "iteration": 189159, "loss_box_reg": 0.20279607456177473, "loss_cls": 0.1760924430564046, "loss_mask": 0.23347301967442036, "loss_rpn_cls": 0.030647560895886272, "loss_rpn_loc": 0.07636615633964539, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014707841662011, "mask_rcnn/false_negative": 0.09073156148638471, "mask_rcnn/false_positive": 0.10156810369812659, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0290603647008538, "total_loss": 0.7349654490244575}
{"data_time": 0.02440598700195551, "eta_seconds": 80908.20752556436, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2537805704750482, "fast_rcnn/fg_cls_accuracy": 0.7043859649122807, "iteration": 189179, "loss_box_reg": 0.1989111416041851, "loss_cls": 0.15840918803587556, "loss_mask": 0.23799150437116623, "loss_rpn_cls": 0.035198361380025744, "loss_rpn_loc": 0.07592494419077411, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073685253559192, "mask_rcnn/false_negative": 0.08815881299691453, "mask_rcnn/false_positive": 0.10463524825684897, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0358126205392182, "total_loss": 0.6842688888427801}
{"data_time": 0.014258511830121279, "eta_seconds": 80908.9726574719, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2643224873830235, "fast_rcnn/fg_cls_accuracy": 0.7092673571154584, "iteration": 189199, "loss_box_reg": 0.20787759497761726, "loss_cls": 0.16119195241481066, "loss_mask": 0.24281483702361584, "loss_rpn_cls": 0.027888221782632172, "loss_rpn_loc": 0.06486582197248936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957282132121952, "mask_rcnn/false_negative": 0.0985798574077957, "mask_rcnn/false_positive": 0.10896407828537344, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0280682002194226, "total_loss": 0.7094391157734208}
{"data_time": 0.012996579054743052, "eta_seconds": 80959.9774800986, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3038029032917604, "fast_rcnn/fg_cls_accuracy": 0.644215134459037, "iteration": 189219, "loss_box_reg": 0.19996617967262864, "loss_cls": 0.16789281368255615, "loss_mask": 0.2312064040452242, "loss_rpn_cls": 0.03605801772209816, "loss_rpn_loc": 0.07880911487154663, "lr": 0.0001, "mask_rcnn/accuracy": 0.890072022334204, "mask_rcnn/false_negative": 0.10701224134730083, "mask_rcnn/false_positive": 0.11081725593616404, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0505513097159564, "total_loss": 0.7107369356090203}
{"data_time": 0.014243701007217169, "eta_seconds": 80872.34405128285, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.25041406548604916, "fast_rcnn/fg_cls_accuracy": 0.7111445068417306, "iteration": 189239, "loss_box_reg": 0.20914931502193213, "loss_cls": 0.16853632777929306, "loss_mask": 0.236250807531178, "loss_rpn_cls": 0.03238904685713351, "loss_rpn_loc": 0.07587676215916872, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064172837856251, "mask_rcnn/false_negative": 0.08197716962098225, "mask_rcnn/false_positive": 0.10391107226567256, "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": 0.9804687579162419, "total_loss": 0.7164936782792211}
{"data_time": 0.016221793368458748, "eta_seconds": 80875.69630538113, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2507859922178988, "fast_rcnn/fg_cls_accuracy": 0.7006991063411296, "iteration": 189259, "loss_box_reg": 0.19941649958491325, "loss_cls": 0.15595610532909632, "loss_mask": 0.2279499340802431, "loss_rpn_cls": 0.03189894958632067, "loss_rpn_loc": 0.07592595531605184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995895266622308, "mask_rcnn/false_negative": 0.07961364470907785, "mask_rcnn/false_positive": 0.1084679064410522, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0069809495471418, "total_loss": 0.6836986967828125}
{"data_time": 0.0190123887732625, "eta_seconds": 80907.47359931469, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2641557128412538, "fast_rcnn/fg_cls_accuracy": 0.6692793931731984, "iteration": 189279, "loss_box_reg": 0.1874251877889037, "loss_cls": 0.1579927382990718, "loss_mask": 0.22793379984796047, "loss_rpn_cls": 0.02809940604493022, "loss_rpn_loc": 0.0654632750665769, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004233438066346, "mask_rcnn/false_negative": 0.08140787840145854, "mask_rcnn/false_positive": 0.11274235086294143, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9979597302153707, "total_loss": 0.6325010468135588}
{"data_time": 0.024464222136884928, "eta_seconds": 80808.83779032156, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24193008528470633, "fast_rcnn/fg_cls_accuracy": 0.7432227406750065, "iteration": 189299, "loss_box_reg": 0.22079171426594257, "loss_cls": 0.1676104157231748, "loss_mask": 0.2332111205905676, "loss_rpn_cls": 0.02927371856640093, "loss_rpn_loc": 0.0738971377722919, "lr": 0.0001, "mask_rcnn/accuracy": 0.91774207524115, "mask_rcnn/false_negative": 0.07753194211302922, "mask_rcnn/false_positive": 0.08624344455101383, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.9915119805373251, "total_loss": 0.7471774474252015}
{"data_time": 0.016076058614999056, "eta_seconds": 80712.47523402795, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.26921723834652594, "fast_rcnn/fg_cls_accuracy": 0.6725108225108225, "iteration": 189319, "loss_box_reg": 0.21694634296000004, "loss_cls": 0.17883160337805748, "loss_mask": 0.234020434319973, "loss_rpn_cls": 0.03820413362700492, "loss_rpn_loc": 0.07042684499174356, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062833694083694, "mask_rcnn/false_negative": 0.07703891368031147, "mask_rcnn/false_positive": 0.1016465719226214, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9955054116435349, "total_loss": 0.709480955498293}
{"data_time": 0.017215026542544365, "eta_seconds": 80748.03290042095, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2796443155123213, "fast_rcnn/fg_cls_accuracy": 0.6924321633059497, "iteration": 189339, "loss_box_reg": 0.22294406965374947, "loss_cls": 0.17004380747675896, "loss_mask": 0.24101033806800842, "loss_rpn_cls": 0.033439201419241726, "loss_rpn_loc": 0.07037787477020174, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019539874648204, "mask_rcnn/false_negative": 0.1045048990394372, "mask_rcnn/false_positive": 0.10149065484896, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0527717876248062, "total_loss": 0.7735852614277974}
{"data_time": 0.013715925626456738, "eta_seconds": 80752.1771210432, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.24850597609561753, "fast_rcnn/fg_cls_accuracy": 0.7319057377049181, "iteration": 189359, "loss_box_reg": 0.207643935456872, "loss_cls": 0.16706165857613087, "loss_mask": 0.23840847052633762, "loss_rpn_cls": 0.03001576050883159, "loss_rpn_loc": 0.0611797112505883, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063814808675534, "mask_rcnn/false_negative": 0.07514456921163937, "mask_rcnn/false_positive": 0.108401518026184, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0140943368896842, "total_loss": 0.6913295926060528}
{"data_time": 0.01521622808650136, "eta_seconds": 80796.06851305813, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25341595917311444, "fast_rcnn/fg_cls_accuracy": 0.7298729872987298, "iteration": 189379, "loss_box_reg": 0.24307651445269585, "loss_cls": 0.1811146205291152, "loss_mask": 0.25384617783129215, "loss_rpn_cls": 0.03254534921143204, "loss_rpn_loc": 0.07939851062837988, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923161947299297, "mask_rcnn/false_negative": 0.10936807866669587, "mask_rcnn/false_positive": 0.12185441335317343, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.0013677743263543, "total_loss": 0.8219652476254851}
{"data_time": 0.013504978734999895, "eta_seconds": 80744.10008545965, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.305579626845875, "fast_rcnn/fg_cls_accuracy": 0.6688136887340075, "iteration": 189399, "loss_box_reg": 0.1877844575792551, "loss_cls": 0.15839630225673318, "loss_mask": 0.2357270661741495, "loss_rpn_cls": 0.03078240028116852, "loss_rpn_loc": 0.06333517469465733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8845803924033555, "mask_rcnn/false_negative": 0.09135264559994005, "mask_rcnn/false_positive": 0.11159641061341027, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9942592829465866, "total_loss": 0.6721297304611653}
{"data_time": 0.01672150520607829, "eta_seconds": 80782.13467743248, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2738612526221157, "fast_rcnn/fg_cls_accuracy": 0.721338670319791, "iteration": 189419, "loss_box_reg": 0.21051425114274025, "loss_cls": 0.15912198089063168, "loss_mask": 0.24692142941057682, "loss_rpn_cls": 0.03591782064177096, "loss_rpn_loc": 0.07955153472721577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928429691072985, "mask_rcnn/false_negative": 0.11215394939480863, "mask_rcnn/false_positive": 0.10455226375792187, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.045533954165876, "total_loss": 0.7377617928432301}
{"data_time": 0.023942755069583654, "eta_seconds": 80747.10199654102, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3059521371522191, "fast_rcnn/fg_cls_accuracy": 0.6748045866189181, "iteration": 189439, "loss_box_reg": 0.231981810182333, "loss_cls": 0.18748052045702934, "loss_mask": 0.24878993071615696, "loss_rpn_cls": 0.03325090400176123, "loss_rpn_loc": 0.08501426130533218, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913051802008021, "mask_rcnn/false_negative": 0.0901240479749695, "mask_rcnn/false_positive": 0.12892148010847654, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.0191071964800358, "total_loss": 0.7938345003058203}
{"data_time": 0.014996549114584923, "eta_seconds": 80727.05554619431, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2874193217908001, "fast_rcnn/fg_cls_accuracy": 0.6997846168865243, "iteration": 189459, "loss_box_reg": 0.2013436183333397, "loss_cls": 0.1746116504073143, "loss_mask": 0.2259990405291319, "loss_rpn_cls": 0.02571781654842198, "loss_rpn_loc": 0.06675821100361645, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003758811583766, "mask_rcnn/false_negative": 0.09444793957141687, "mask_rcnn/false_positive": 0.11505119019727342, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9617679272778332, "total_loss": 0.7059890634845942}
{"data_time": 0.013940111268311739, "eta_seconds": 80707.0090958476, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2823813678770387, "fast_rcnn/fg_cls_accuracy": 0.6710136915021627, "iteration": 189479, "loss_box_reg": 0.21330988593399525, "loss_cls": 0.1695431163534522, "loss_mask": 0.24282576702535152, "loss_rpn_cls": 0.034729705890640616, "loss_rpn_loc": 0.08389863045886159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838634542720348, "mask_rcnn/false_negative": 0.0997470697802453, "mask_rcnn/false_positive": 0.13865871311079744, "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": 0.9830259126611054, "total_loss": 0.7255871370434761}
{"data_time": 0.018983468879014254, "eta_seconds": 80730.7943389751, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2954741379310345, "fast_rcnn/fg_cls_accuracy": 0.6797008547008547, "iteration": 189499, "loss_box_reg": 0.2015304984524846, "loss_cls": 0.16446923092007637, "loss_mask": 0.23327219486236572, "loss_rpn_cls": 0.03262887860182673, "loss_rpn_loc": 0.07771770906401798, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001375009886861, "mask_rcnn/false_negative": 0.08519345532590569, "mask_rcnn/false_positive": 0.10601558286772175, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.014979772735387, "total_loss": 0.6929316080641001}
{"data_time": 0.01741158589720726, "eta_seconds": 80771.46581411362, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31486783971428134, "fast_rcnn/fg_cls_accuracy": 0.6547860180282624, "iteration": 189519, "loss_box_reg": 0.1998922284692526, "loss_cls": 0.18430836033076048, "loss_mask": 0.2175608780235052, "loss_rpn_cls": 0.029720575781539083, "loss_rpn_loc": 0.06763140950351954, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996562708683715, "mask_rcnn/false_negative": 0.07261623452814728, "mask_rcnn/false_positive": 0.10645109747792703, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0010713716037571, "total_loss": 0.7075181290274486}
{"data_time": 0.019743263721466064, "eta_seconds": 80772.81621239148, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2733078942383156, "fast_rcnn/fg_cls_accuracy": 0.7023929105560391, "iteration": 189539, "loss_box_reg": 0.2163033913820982, "loss_cls": 0.16049081459641457, "loss_mask": 0.23297208361327648, "loss_rpn_cls": 0.029564533266238868, "loss_rpn_loc": 0.07488783937878907, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071585954105372, "mask_rcnn/false_negative": 0.08517700387681582, "mask_rcnn/false_positive": 0.11870074264146846, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0111317289993167, "total_loss": 0.7435694501618855}
{"data_time": 0.014149751514196396, "eta_seconds": 80662.7262528427, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.28203982322856147, "fast_rcnn/fg_cls_accuracy": 0.7020320948892378, "iteration": 189559, "loss_box_reg": 0.2082938328385353, "loss_cls": 0.16594227869063616, "loss_mask": 0.23105231672525406, "loss_rpn_cls": 0.03360399371013045, "loss_rpn_loc": 0.07968343154061586, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011306912103434, "mask_rcnn/false_negative": 0.0931319418223816, "mask_rcnn/false_positive": 0.10241611857209901, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9682705025188625, "total_loss": 0.741594060906209}
{"data_time": 0.014333922881633043, "eta_seconds": 80523.13064431772, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.315311004784689, "fast_rcnn/fg_cls_accuracy": 0.6413223289099867, "iteration": 189579, "loss_box_reg": 0.20052539929747581, "loss_cls": 0.17554641235619783, "loss_mask": 0.22902043722569942, "loss_rpn_cls": 0.031970027601346374, "loss_rpn_loc": 0.06616731779649854, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018259708755479, "mask_rcnn/false_negative": 0.08635490309625357, "mask_rcnn/false_positive": 0.11424396103399785, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9954386968165636, "total_loss": 0.6925541819655336}
{"data_time": 0.016108450945466757, "eta_seconds": 80497.97609243542, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.28770903010033444, "fast_rcnn/fg_cls_accuracy": 0.6744245337995338, "iteration": 189599, "loss_box_reg": 0.20460443012416363, "loss_cls": 0.1768804555758834, "loss_mask": 0.22039473615586758, "loss_rpn_cls": 0.03239191754255444, "loss_rpn_loc": 0.0749787362292409, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969015087751921, "mask_rcnn/false_negative": 0.08889037576712151, "mask_rcnn/false_positive": 0.1166313074718527, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9674184015020728, "total_loss": 0.7203277989756316}
{"data_time": 0.01565602794289589, "eta_seconds": 80483.07934829965, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27048535690210473, "fast_rcnn/fg_cls_accuracy": 0.6907050982881251, "iteration": 189619, "loss_box_reg": 0.1968577839434147, "loss_cls": 0.1530090095475316, "loss_mask": 0.23903740104287863, "loss_rpn_cls": 0.02822484215721488, "loss_rpn_loc": 0.06728666997514665, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018669141869073, "mask_rcnn/false_negative": 0.08754983332008151, "mask_rcnn/false_positive": 0.10730952192839299, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.02070979680866, "total_loss": 0.685146045521833}
{"data_time": 0.017040971666574478, "eta_seconds": 80391.8950239569, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.3037874880259377, "fast_rcnn/fg_cls_accuracy": 0.6470771791137924, "iteration": 189639, "loss_box_reg": 0.1847974732518196, "loss_cls": 0.16687873098999262, "loss_mask": 0.22763839177787304, "loss_rpn_cls": 0.030229929368942976, "loss_rpn_loc": 0.06963858043309301, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937579191477012, "mask_rcnn/false_negative": 0.08731729830209337, "mask_rcnn/false_positive": 0.12664408006752897, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9609888782724738, "total_loss": 0.6910382162895985}
{"data_time": 0.016131444834172726, "eta_seconds": 80375.81186042167, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2841609589041096, "fast_rcnn/fg_cls_accuracy": 0.655620527814111, "iteration": 189659, "loss_box_reg": 0.2099604196846485, "loss_cls": 0.16041606571525335, "loss_mask": 0.23866674490273, "loss_rpn_cls": 0.037374216481111944, "loss_rpn_loc": 0.07880769716575742, "lr": 0.0001, "mask_rcnn/accuracy": 0.893988067361355, "mask_rcnn/false_negative": 0.09336388990340845, "mask_rcnn/false_positive": 0.11939653261532845, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9972096947021782, "total_loss": 0.7248461747076362}
{"data_time": 0.014238523319363594, "eta_seconds": 80240.04559054971, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.264533705588328, "fast_rcnn/fg_cls_accuracy": 0.7067848619161268, "iteration": 189679, "loss_box_reg": 0.2044483134523034, "loss_cls": 0.17334756162017584, "loss_mask": 0.23134258016943932, "loss_rpn_cls": 0.03040565364062786, "loss_rpn_loc": 0.06864115421194583, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016139818916891, "mask_rcnn/false_negative": 0.09076272770334365, "mask_rcnn/false_positive": 0.10544472410156941, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9711366696283221, "total_loss": 0.7195427922997624}
{"data_time": 0.016806204803287983, "eta_seconds": 80168.7942976132, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.33127246585190506, "fast_rcnn/fg_cls_accuracy": 0.6600539291217258, "iteration": 189699, "loss_box_reg": 0.19947465881705284, "loss_cls": 0.160235526971519, "loss_mask": 0.23873837105929852, "loss_rpn_cls": 0.029418215446639806, "loss_rpn_loc": 0.07784396316856146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946250790139064, "mask_rcnn/false_negative": 0.09102288626508623, "mask_rcnn/false_positive": 0.12287677328124232, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9948241021484137, "total_loss": 0.7418168177828193}
{"data_time": 0.019591588992625475, "eta_seconds": 80130.0002666004, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29967623570041013, "fast_rcnn/fg_cls_accuracy": 0.6726419166846536, "iteration": 189719, "loss_box_reg": 0.18988774716854095, "loss_cls": 0.15674103796482086, "loss_mask": 0.23567040637135506, "loss_rpn_cls": 0.02905400632880628, "loss_rpn_loc": 0.0746301703620702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865933665139141, "mask_rcnn/false_negative": 0.08784112030836394, "mask_rcnn/false_positive": 0.13277555500140525, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.013541277963668, "total_loss": 0.7212458137946669}
{"data_time": 0.01792152924463153, "eta_seconds": 80106.33054854348, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.244749353072155, "fast_rcnn/fg_cls_accuracy": 0.6977622627998568, "iteration": 189739, "loss_box_reg": 0.22496885247528553, "loss_cls": 0.16980513092130423, "loss_mask": 0.236599862575531, "loss_rpn_cls": 0.031414727913215756, "loss_rpn_loc": 0.0589356996351853, "lr": 0.0001, "mask_rcnn/accuracy": 0.898111605160963, "mask_rcnn/false_negative": 0.0830711730057169, "mask_rcnn/false_positive": 0.11590714715031636, "roi_head/num_bg_samples": 461.125, "roi_head/num_fg_samples": 50.875, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.9788171695545316, "total_loss": 0.7201938350917771}
{"data_time": 0.02192644588649273, "eta_seconds": 80096.79970987141, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27679313732900007, "fast_rcnn/fg_cls_accuracy": 0.684983466251702, "iteration": 189759, "loss_box_reg": 0.20401983335614204, "loss_cls": 0.1653343541547656, "loss_mask": 0.2333762515336275, "loss_rpn_cls": 0.02799990214407444, "loss_rpn_loc": 0.0648008759599179, "lr": 0.0001, "mask_rcnn/accuracy": 0.9110419334372379, "mask_rcnn/false_negative": 0.08049060549492831, "mask_rcnn/false_positive": 0.09494116847675951, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.001316009555012, "total_loss": 0.7072173634078354}
{"data_time": 0.02187913004308939, "eta_seconds": 80115.48855084926, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29172961192699176, "fast_rcnn/fg_cls_accuracy": 0.6978689417766661, "iteration": 189779, "loss_box_reg": 0.2089259810745716, "loss_cls": 0.1708870129659772, "loss_mask": 0.23618783988058567, "loss_rpn_cls": 0.0344714755192399, "loss_rpn_loc": 0.08062232029624283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978148500744904, "mask_rcnn/false_negative": 0.10077652582846104, "mask_rcnn/false_positive": 0.10425318332005784, "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": 0.9914284469559789, "total_loss": 0.7259454196318984}
{"data_time": 0.015063804108649492, "eta_seconds": 80081.09149355441, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29296909202346555, "fast_rcnn/fg_cls_accuracy": 0.6895881021176529, "iteration": 189799, "loss_box_reg": 0.2103148866444826, "loss_cls": 0.16835345048457384, "loss_mask": 0.23007767274975777, "loss_rpn_cls": 0.028092694003134966, "loss_rpn_loc": 0.06981323007494211, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994970974712073, "mask_rcnn/false_negative": 0.07782856199682929, "mask_rcnn/false_positive": 0.1143222227482048, "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": 0.9888377385213971, "total_loss": 0.720126322703436}
{"data_time": 0.016444801352918148, "eta_seconds": 80048.99037089199, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.28082694763729243, "fast_rcnn/fg_cls_accuracy": 0.6910724685913969, "iteration": 189819, "loss_box_reg": 0.18655459955334663, "loss_cls": 0.16168061923235655, "loss_mask": 0.2381327524781227, "loss_rpn_cls": 0.027637324295938015, "loss_rpn_loc": 0.057667471934109926, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060578153185375, "mask_rcnn/false_negative": 0.08092935824500933, "mask_rcnn/false_positive": 0.10710517834258382, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9941952466033399, "total_loss": 0.6762138462509029}
{"data_time": 0.016395012382417917, "eta_seconds": 80083.51554214954, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27196715909714975, "fast_rcnn/fg_cls_accuracy": 0.6917092831758689, "iteration": 189839, "loss_box_reg": 0.22437783982604742, "loss_cls": 0.193112226203084, "loss_mask": 0.239549919962883, "loss_rpn_cls": 0.036006640060804784, "loss_rpn_loc": 0.08425436913967133, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997293886107902, "mask_rcnn/false_negative": 0.09220032128958305, "mask_rcnn/false_positive": 0.11028819058013771, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0300073488615453, "total_loss": 0.80535520426929}
{"data_time": 0.015325612388551235, "eta_seconds": 80040.10442147963, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3011887465328226, "fast_rcnn/fg_cls_accuracy": 0.6693421142896343, "iteration": 189859, "loss_box_reg": 0.1944219395518303, "loss_cls": 0.15416901279240847, "loss_mask": 0.22064326331019402, "loss_rpn_cls": 0.02902136999182403, "loss_rpn_loc": 0.05563888105098158, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045334729984564, "mask_rcnn/false_negative": 0.09230328059498044, "mask_rcnn/false_positive": 0.10148549885986335, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9906485853716731, "total_loss": 0.6637108669965528}
{"data_time": 0.022893141023814678, "eta_seconds": 80015.61883188784, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.30698653198653203, "fast_rcnn/fg_cls_accuracy": 0.6647546897546898, "iteration": 189879, "loss_box_reg": 0.18716053292155266, "loss_cls": 0.1547332052141428, "loss_mask": 0.23331638611853123, "loss_rpn_cls": 0.02487383713014424, "loss_rpn_loc": 0.061754834721796215, "lr": 0.0001, "mask_rcnn/accuracy": 0.8825728590424098, "mask_rcnn/false_negative": 0.09669192349198041, "mask_rcnn/false_positive": 0.10867510175734513, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.008068407420069, "total_loss": 0.6800664808251895}
{"data_time": 0.018814428243786097, "eta_seconds": 80014.40547667444, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.30410025580480127, "fast_rcnn/fg_cls_accuracy": 0.6725615675454731, "iteration": 189899, "loss_box_reg": 0.20714039355516434, "loss_cls": 0.17799998354166746, "loss_mask": 0.23092306219041348, "loss_rpn_cls": 0.03141655772924423, "loss_rpn_loc": 0.05897382344119251, "lr": 0.0001, "mask_rcnn/accuracy": 0.900792451257558, "mask_rcnn/false_negative": 0.08694070983390892, "mask_rcnn/false_positive": 0.11114702258573997, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0008640610612929, "total_loss": 0.7132542976178229}
{"data_time": 0.012777965981513262, "eta_seconds": 79980.17921227962, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3242345292444487, "fast_rcnn/fg_cls_accuracy": 0.6407585410793172, "iteration": 189919, "loss_box_reg": 0.21453390084207058, "loss_cls": 0.16589673794806004, "loss_mask": 0.23383914679288864, "loss_rpn_cls": 0.030701356939971447, "loss_rpn_loc": 0.06422122614458203, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840350436455224, "mask_rcnn/false_negative": 0.10547985279971112, "mask_rcnn/false_positive": 0.12239548786125568, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9853438879363239, "total_loss": 0.7276184562360868}
{"data_time": 0.013383952900767326, "eta_seconds": 79960.20414254628, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3375449840136493, "fast_rcnn/fg_cls_accuracy": 0.6235008425017345, "iteration": 189939, "loss_box_reg": 0.2430945159867406, "loss_cls": 0.18794749304652214, "loss_mask": 0.2517701480537653, "loss_rpn_cls": 0.03588626813143492, "loss_rpn_loc": 0.07757385354489088, "lr": 0.0001, "mask_rcnn/accuracy": 0.874905212076722, "mask_rcnn/false_negative": 0.1153180627218216, "mask_rcnn/false_positive": 0.12668512545997973, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.978540466632694, "total_loss": 0.802476393408142}
{"data_time": 0.026518541388213634, "eta_seconds": 79940.22907281294, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.28273322422258595, "fast_rcnn/fg_cls_accuracy": 0.6905307112068966, "iteration": 189959, "loss_box_reg": 0.19842455256730318, "loss_cls": 0.16447252500802279, "loss_mask": 0.23027066886425018, "loss_rpn_cls": 0.031264739809557796, "loss_rpn_loc": 0.08575820969417691, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006737632481451, "mask_rcnn/false_negative": 0.0805499751748172, "mask_rcnn/false_positive": 0.12321146128614012, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.016339076217264, "total_loss": 0.7238015024340712}
{"data_time": 0.02313240570947528, "eta_seconds": 79911.24101822264, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28224699006802284, "fast_rcnn/fg_cls_accuracy": 0.6604264533817648, "iteration": 189979, "loss_box_reg": 0.2126136366277933, "loss_cls": 0.1709177428856492, "loss_mask": 0.23581416718661785, "loss_rpn_cls": 0.031119809951633215, "loss_rpn_loc": 0.06011721701361239, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943480764296753, "mask_rcnn/false_negative": 0.0940420237181552, "mask_rcnn/false_positive": 0.10795675759521525, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9969751322641969, "total_loss": 0.7053952324204147}
{"bbox/AP": 41.601576396146015, "bbox/AP-airplane": 66.61650154545565, "bbox/AP-apple": 19.33372857202447, "bbox/AP-backpack": 17.18957629536657, "bbox/AP-banana": 23.746273105238885, "bbox/AP-baseball bat": 29.73307336231974, "bbox/AP-baseball glove": 39.49458220122854, "bbox/AP-bear": 66.8770033600638, "bbox/AP-bed": 44.07668780701691, "bbox/AP-bench": 25.72184316963053, "bbox/AP-bicycle": 30.717497268020328, "bbox/AP-bird": 37.39987874454917, "bbox/AP-boat": 25.636275920948265, "bbox/AP-book": 15.12687379972085, "bbox/AP-bottle": 39.32965485636644, "bbox/AP-bowl": 42.36552648839989, "bbox/AP-broccoli": 26.29991320996777, "bbox/AP-bus": 66.08322836672052, "bbox/AP-cake": 37.59306215758031, "bbox/AP-car": 46.38260090400223, "bbox/AP-carrot": 21.674214130552297, "bbox/AP-cat": 62.10989608991956, "bbox/AP-cell phone": 33.152911616464124, "bbox/AP-chair": 27.407567851971017, "bbox/AP-clock": 50.535236375615675, "bbox/AP-couch": 41.112066968221015, "bbox/AP-cow": 58.088979846196544, "bbox/AP-cup": 42.955885442968174, "bbox/AP-dining table": 28.683867234830252, "bbox/AP-dog": 62.309109602052594, "bbox/AP-donut": 47.10665824523162, "bbox/AP-elephant": 63.872522366424775, "bbox/AP-fire hydrant": 66.07672802387253, "bbox/AP-fork": 35.642863808573, "bbox/AP-frisbee": 66.93920463217144, "bbox/AP-giraffe": 65.44773253393001, "bbox/AP-hair drier": 6.9306930693069315, "bbox/AP-handbag": 14.841496443466124, "bbox/AP-horse": 57.52179925993137, "bbox/AP-hot dog": 33.458721959079355, "bbox/AP-keyboard": 51.45485267707788, "bbox/AP-kite": 44.78256034439425, "bbox/AP-knife": 20.75173278830528, "bbox/AP-laptop": 57.36232969620614, "bbox/AP-microwave": 54.20663296961863, "bbox/AP-motorcycle": 42.6328845170986, "bbox/AP-mouse": 61.61152631652187, "bbox/AP-orange": 27.06029731122912, "bbox/AP-oven": 33.44785366079763, "bbox/AP-parking meter": 44.92938074432472, "bbox/AP-person": 55.53438295404896, "bbox/AP-pizza": 46.56301892923093, "bbox/AP-potted plant": 27.30595084814762, "bbox/AP-refrigerator": 52.52338249954612, "bbox/AP-remote": 35.0989721022609, "bbox/AP-sandwich": 32.91850440592248, "bbox/AP-scissors": 21.80105783709074, "bbox/AP-sheep": 52.47057662731943, "bbox/AP-sink": 37.26572495753071, "bbox/AP-skateboard": 52.64270133908001, "bbox/AP-skis": 22.86204876913218, "bbox/AP-snowboard": 37.5062715544669, "bbox/AP-spoon": 18.10812077343385, "bbox/AP-sports ball": 48.819298187675116, "bbox/AP-stop sign": 65.26218174808332, "bbox/AP-suitcase": 38.823149115529134, "bbox/AP-surfboard": 40.83214238031291, "bbox/AP-teddy bear": 46.76049393174287, "bbox/AP-tennis racket": 48.71417392046665, "bbox/AP-tie": 34.84660314862376, "bbox/AP-toaster": 42.197921725577494, "bbox/AP-toilet": 60.593719352943054, "bbox/AP-toothbrush": 23.901456644287197, "bbox/AP-traffic light": 28.047841835532694, "bbox/AP-train": 60.62079580945483, "bbox/AP-truck": 34.24073201973737, "bbox/AP-tv": 55.45007984371914, "bbox/AP-umbrella": 41.37333000030857, "bbox/AP-vase": 38.62981399103027, "bbox/AP-wine glass": 36.72685487200951, "bbox/AP-zebra": 65.85282190646194, "bbox/AP50": 63.51067399850145, "bbox/AP75": 45.63748631918733, "bbox/APl": 52.79729500297981, "bbox/APm": 45.327873741210425, "bbox/APs": 26.447106735333136, "data_time": 0.019194128457456827, "eta_seconds": 79881.38802349567, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2870947098976109, "fast_rcnn/fg_cls_accuracy": 0.6812359527178891, "iteration": 189999, "loss_box_reg": 0.2169005423784256, "loss_cls": 0.16483557876199484, "loss_mask": 0.2374339234083891, "loss_rpn_cls": 0.032896979711949825, "loss_rpn_loc": 0.07461702765431255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943771769441184, "mask_rcnn/false_negative": 0.08667193503968551, "mask_rcnn/false_positive": 0.12167050822054694, "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, "segm/AP": 38.43545808986743, "segm/AP-airplane": 52.77583625028125, "segm/AP-apple": 19.159741369319157, "segm/AP-backpack": 16.408303597100804, "segm/AP-banana": 20.149065931631554, "segm/AP-baseball bat": 26.827280854838413, "segm/AP-baseball glove": 42.959870386961754, "segm/AP-bear": 67.13477361393069, "segm/AP-bed": 34.13446514168538, "segm/AP-bench": 18.79548960644668, "segm/AP-bicycle": 19.812503776773724, "segm/AP-bird": 32.61432199458629, "segm/AP-boat": 24.217209499428787, "segm/AP-book": 10.811203300969058, "segm/AP-bottle": 38.410245984018815, "segm/AP-bowl": 40.0703399630402, "segm/AP-broccoli": 25.054447864767987, "segm/AP-bus": 66.06706761339555, "segm/AP-cake": 39.61726456332067, "segm/AP-car": 44.22426691025764, "segm/AP-carrot": 19.338560615283146, "segm/AP-cat": 66.2489368848518, "segm/AP-cell phone": 34.536745738872085, "segm/AP-chair": 19.370103679537138, "segm/AP-clock": 51.243446100123116, "segm/AP-couch": 36.72359144723813, "segm/AP-cow": 51.245903407836316, "segm/AP-cup": 44.097710797733335, "segm/AP-dining table": 16.80565325071296, "segm/AP-dog": 61.01702639185179, "segm/AP-donut": 48.52459421110312, "segm/AP-elephant": 58.77184171561171, "segm/AP-fire hydrant": 64.28348340362588, "segm/AP-fork": 19.580001741184923, "segm/AP-frisbee": 67.6397960382614, "segm/AP-giraffe": 52.39242093988674, "segm/AP-hair drier": 5.346534653465347, "segm/AP-handbag": 14.467505815226248, "segm/AP-horse": 42.46360798853854, "segm/AP-hot dog": 26.5375092684141, "segm/AP-keyboard": 50.780148680488324, "segm/AP-kite": 34.41235508997595, "segm/AP-knife": 13.505468866489515, "segm/AP-laptop": 58.144293811405355, "segm/AP-microwave": 57.615670714130815, "segm/AP-motorcycle": 33.26629974640434, "segm/AP-mouse": 63.162020261527616, "segm/AP-orange": 27.714515330633727, "segm/AP-oven": 32.66501315961458, "segm/AP-parking meter": 45.37648856747687, "segm/AP-person": 48.84752456297495, "segm/AP-pizza": 46.79455908516727, "segm/AP-potted plant": 23.750295687747446, "segm/AP-refrigerator": 54.53473133095573, "segm/AP-remote": 34.057543413326066, "segm/AP-sandwich": 34.38626219758156, "segm/AP-scissors": 15.397826196511666, "segm/AP-sheep": 46.72568902325621, "segm/AP-sink": 36.67982760832059, "segm/AP-skateboard": 33.66552173396139, "segm/AP-skis": 3.6988202492468027, "segm/AP-snowboard": 22.08140406467109, "segm/AP-spoon": 12.619087401415255, "segm/AP-sports ball": 49.49061102206585, "segm/AP-stop sign": 65.57185608432957, "segm/AP-suitcase": 40.76706008686426, "segm/AP-surfboard": 35.390490409535985, "segm/AP-teddy bear": 46.42666243644997, "segm/AP-tennis racket": 56.73630706249847, "segm/AP-tie": 33.005376105969184, "segm/AP-toaster": 43.79275998222808, "segm/AP-toilet": 59.95577926745376, "segm/AP-toothbrush": 16.11310761353378, "segm/AP-traffic light": 27.926166773863187, "segm/AP-train": 60.17511946528739, "segm/AP-truck": 33.78049128770383, "segm/AP-tv": 58.624817894629665, "segm/AP-umbrella": 48.51665009831093, "segm/AP-vase": 38.10713787187437, "segm/AP-wine glass": 31.9256735748908, "segm/AP-zebra": 58.77054105651003, "segm/AP50": 60.475860795646184, "segm/AP75": 41.19567720482094, "segm/APl": 53.7455454070638, "segm/APm": 41.567437659713846, "segm/APs": 20.221136156528217, "time": 0.9794806148856878, "total_loss": 0.7405478961300105}
{"data_time": 0.015136415138840675, "eta_seconds": 79837.26371878758, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29429844349199186, "fast_rcnn/fg_cls_accuracy": 0.6861215707369555, "iteration": 190019, "loss_box_reg": 0.21522450540214777, "loss_cls": 0.1749731432646513, "loss_mask": 0.23922766000032425, "loss_rpn_cls": 0.03373914328403771, "loss_rpn_loc": 0.07289328356273472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939142297979303, "mask_rcnn/false_negative": 0.09175387487644282, "mask_rcnn/false_positive": 0.11878117047026583, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9949529934674501, "total_loss": 0.7385756390867755}
{"data_time": 0.013981812167912722, "eta_seconds": 79810.59817286208, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.31565145667330674, "fast_rcnn/fg_cls_accuracy": 0.6642887140895108, "iteration": 190039, "loss_box_reg": 0.21707869321107864, "loss_cls": 0.17653012555092573, "loss_mask": 0.23918387293815613, "loss_rpn_cls": 0.03141877497546375, "loss_rpn_loc": 0.06614932464435697, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016929824776907, "mask_rcnn/false_negative": 0.08405981119062525, "mask_rcnn/false_positive": 0.12066442412923209, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9840533984825015, "total_loss": 0.7156832654727623}
{"data_time": 0.015679396223276854, "eta_seconds": 79790.63554200344, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2852821690364744, "fast_rcnn/fg_cls_accuracy": 0.6885083946466388, "iteration": 190059, "loss_box_reg": 0.20974567718803883, "loss_cls": 0.1652290029451251, "loss_mask": 0.23272879794239998, "loss_rpn_cls": 0.03225541138090193, "loss_rpn_loc": 0.0740060112439096, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056009151103004, "mask_rcnn/false_negative": 0.08739682006646537, "mask_rcnn/false_positive": 0.10009966484265187, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9745715823955834, "total_loss": 0.7031932319514453}
{"data_time": 0.022599693853408098, "eta_seconds": 79770.6729111448, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.255819621490798, "fast_rcnn/fg_cls_accuracy": 0.693093727977449, "iteration": 190079, "loss_box_reg": 0.20563449896872044, "loss_cls": 0.17144302185624838, "loss_mask": 0.22841060999780893, "loss_rpn_cls": 0.032077544659841806, "loss_rpn_loc": 0.08531772159039974, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099163410717447, "mask_rcnn/false_negative": 0.07981592437703623, "mask_rcnn/false_positive": 0.0945914601555924, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9992301324382424, "total_loss": 0.7242635819129646}
{"data_time": 0.0143931838683784, "eta_seconds": 79747.01982093975, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2626671067832976, "fast_rcnn/fg_cls_accuracy": 0.6880343290972107, "iteration": 190099, "loss_box_reg": 0.21277794614434242, "loss_cls": 0.17108221212401986, "loss_mask": 0.2320875460281968, "loss_rpn_cls": 0.03005908872000873, "loss_rpn_loc": 0.06723392056301236, "lr": 0.0001, "mask_rcnn/accuracy": 0.908306069181489, "mask_rcnn/false_negative": 0.08567883754557153, "mask_rcnn/false_positive": 0.10966632486817499, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0035894233733416, "total_loss": 0.7033037496730685}
{"data_time": 0.019977194257080555, "eta_seconds": 79746.24151166528, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3070534068222416, "fast_rcnn/fg_cls_accuracy": 0.6765090700939037, "iteration": 190119, "loss_box_reg": 0.2328585833311081, "loss_cls": 0.18506016861647367, "loss_mask": 0.2505327444523573, "loss_rpn_cls": 0.03326473094057292, "loss_rpn_loc": 0.06963557843118906, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961218356204907, "mask_rcnn/false_negative": 0.0976301587453473, "mask_rcnn/false_positive": 0.11234042827195209, "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": 1.0061520617455244, "total_loss": 0.7501880194758996}
{"data_time": 0.01738949166610837, "eta_seconds": 79722.82439106144, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2577889678324251, "fast_rcnn/fg_cls_accuracy": 0.72458953277528, "iteration": 190139, "loss_box_reg": 0.20501623582094908, "loss_cls": 0.17212128546088934, "loss_mask": 0.23712101206183434, "loss_rpn_cls": 0.032792808720842004, "loss_rpn_loc": 0.057404498336836696, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037918129914304, "mask_rcnn/false_negative": 0.08368468777962575, "mask_rcnn/false_positive": 0.10845482220316094, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9960347507148981, "total_loss": 0.70780948351603}
{"data_time": 0.015871118288487196, "eta_seconds": 79687.13469967246, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28341080189897305, "fast_rcnn/fg_cls_accuracy": 0.6856737551042054, "iteration": 190159, "loss_box_reg": 0.21837215777486563, "loss_cls": 0.1690286286175251, "loss_mask": 0.23069638013839722, "loss_rpn_cls": 0.03615404583979398, "loss_rpn_loc": 0.0702883715275675, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952995651362268, "mask_rcnn/false_negative": 0.09535973383973693, "mask_rcnn/false_positive": 0.11516562750680656, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0007865549996495, "total_loss": 0.757693907013163}
{"data_time": 0.014082756824791431, "eta_seconds": 79643.99918381125, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27477692107770946, "fast_rcnn/fg_cls_accuracy": 0.7211381116020291, "iteration": 190179, "loss_box_reg": 0.2278115563094616, "loss_cls": 0.17275108117610216, "loss_mask": 0.2400992475450039, "loss_rpn_cls": 0.03328669024631381, "loss_rpn_loc": 0.0796968056820333, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958192997967728, "mask_rcnn/false_negative": 0.09065341868721633, "mask_rcnn/false_positive": 0.1104192720163337, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0084684784524143, "total_loss": 0.7556409299722873}
{"data_time": 0.014413224067538977, "eta_seconds": 79596.87466006726, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.29519614013006085, "fast_rcnn/fg_cls_accuracy": 0.6907996218341046, "iteration": 190199, "loss_box_reg": 0.21773608773946762, "loss_cls": 0.1782230962999165, "loss_mask": 0.23786558397114277, "loss_rpn_cls": 0.035201620776206255, "loss_rpn_loc": 0.07249182206578553, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032447696686648, "mask_rcnn/false_negative": 0.08569221250216545, "mask_rcnn/false_positive": 0.0995246665566969, "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": 0.9921460812911391, "total_loss": 0.7655791870784014}
{"data_time": 0.02140936767682433, "eta_seconds": 79579.84890102409, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.288739224137931, "fast_rcnn/fg_cls_accuracy": 0.6896793587174348, "iteration": 190219, "loss_box_reg": 0.21853080857545137, "loss_cls": 0.1787414001300931, "loss_mask": 0.23315682634711266, "loss_rpn_cls": 0.03132534842006862, "loss_rpn_loc": 0.07188109937123954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059295881149683, "mask_rcnn/false_negative": 0.08175215987422574, "mask_rcnn/false_positive": 0.10338560294954433, "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": 1.0474532223306596, "total_loss": 0.7468839284265414}
{"data_time": 0.016155298333615065, "eta_seconds": 79607.28787131608, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2954733076499725, "fast_rcnn/fg_cls_accuracy": 0.6751835121400339, "iteration": 190239, "loss_box_reg": 0.20868608728051186, "loss_cls": 0.15936956834048033, "loss_mask": 0.22419653460383415, "loss_rpn_cls": 0.030241982080042362, "loss_rpn_loc": 0.05943924770690501, "lr": 0.0001, "mask_rcnn/accuracy": 0.9108890204594615, "mask_rcnn/false_negative": 0.0860547477617005, "mask_rcnn/false_positive": 0.09236057535390432, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9842327418737113, "total_loss": 0.6760414014570415}
{"data_time": 0.015988072846084833, "eta_seconds": 79606.47594066337, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2637055308504725, "fast_rcnn/fg_cls_accuracy": 0.7248273823147936, "iteration": 190259, "loss_box_reg": 0.22339323349297047, "loss_cls": 0.17092685587704182, "loss_mask": 0.23633885756134987, "loss_rpn_cls": 0.033154580974951386, "loss_rpn_loc": 0.07178325660061091, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045719068877551, "mask_rcnn/false_negative": 0.08919375352169814, "mask_rcnn/false_positive": 0.10635960987463752, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0286091309972107, "total_loss": 0.7427512723952532}
{"data_time": 0.021815468557178974, "eta_seconds": 79586.50943052024, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24812540400775696, "fast_rcnn/fg_cls_accuracy": 0.706340579710145, "iteration": 190279, "loss_box_reg": 0.2045256905257702, "loss_cls": 0.1672186255455017, "loss_mask": 0.22996861115098, "loss_rpn_cls": 0.031706032576039433, "loss_rpn_loc": 0.06432881928049028, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003376571935245, "mask_rcnn/false_negative": 0.09684896276625599, "mask_rcnn/false_positive": 0.09953458407188986, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9969992688857019, "total_loss": 0.7039599424460903}
{"data_time": 0.024344167672097683, "eta_seconds": 79592.70390695892, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2880068768500924, "fast_rcnn/fg_cls_accuracy": 0.6835591794098018, "iteration": 190299, "loss_box_reg": 0.21588493324816227, "loss_cls": 0.17616667971014977, "loss_mask": 0.23561014793813229, "loss_rpn_cls": 0.03671978274360299, "loss_rpn_loc": 0.06594274449162185, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081289801162755, "mask_rcnn/false_negative": 0.08749791384707477, "mask_rcnn/false_positive": 0.10002705948902493, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0581782329827547, "total_loss": 0.7385706839850172}
{"data_time": 0.015009534079581499, "eta_seconds": 79561.86247140169, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.3193819760833876, "fast_rcnn/fg_cls_accuracy": 0.6439043209876543, "iteration": 190319, "loss_box_reg": 0.21934961900115013, "loss_cls": 0.1641637496650219, "loss_mask": 0.23376098088920116, "loss_rpn_cls": 0.030739180510863662, "loss_rpn_loc": 0.06279316928703338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922489075901794, "mask_rcnn/false_negative": 0.08959831404498556, "mask_rcnn/false_positive": 0.12369311904303587, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9609209918417037, "total_loss": 0.7266786893014796}
{"data_time": 0.01838410645723343, "eta_seconds": 79484.35197923332, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28061515868483317, "fast_rcnn/fg_cls_accuracy": 0.6839085148622556, "iteration": 190339, "loss_box_reg": 0.20619605667889118, "loss_cls": 0.1672614999115467, "loss_mask": 0.22919642180204391, "loss_rpn_cls": 0.03137434949167073, "loss_rpn_loc": 0.07451099809259176, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999391466100486, "mask_rcnn/false_negative": 0.09221161051263391, "mask_rcnn/false_positive": 0.1029477365424582, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9951467765495181, "total_loss": 0.7256337387952954}
{"data_time": 0.013762702234089375, "eta_seconds": 79430.32458487898, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2881987577639752, "fast_rcnn/fg_cls_accuracy": 0.6921947420765233, "iteration": 190359, "loss_box_reg": 0.18517188914120197, "loss_cls": 0.1611286113038659, "loss_mask": 0.23436435125768185, "loss_rpn_cls": 0.03034151514293626, "loss_rpn_loc": 0.07529393467120826, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992375206263934, "mask_rcnn/false_negative": 0.08662434928915927, "mask_rcnn/false_positive": 0.10891722166613033, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9900894686579704, "total_loss": 0.6906152365263551}
{"data_time": 0.01596072968095541, "eta_seconds": 79392.38932365552, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.33996884592477206, "fast_rcnn/fg_cls_accuracy": 0.6363698203049714, "iteration": 190379, "loss_box_reg": 0.21950713824480772, "loss_cls": 0.17595088575035334, "loss_mask": 0.25319797545671463, "loss_rpn_cls": 0.04124710033647716, "loss_rpn_loc": 0.07602517190389335, "lr": 0.0001, "mask_rcnn/accuracy": 0.901579506802721, "mask_rcnn/false_negative": 0.09313569994206619, "mask_rcnn/false_positive": 0.10145810277000328, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9927782118320465, "total_loss": 0.7773469347739592}
{"data_time": 0.015050288289785385, "eta_seconds": 79386.4678805694, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2757078986587183, "fast_rcnn/fg_cls_accuracy": 0.6687959622247195, "iteration": 190399, "loss_box_reg": 0.19742164108902216, "loss_cls": 0.17990459501743317, "loss_mask": 0.23836363665759563, "loss_rpn_cls": 0.034486270509660244, "loss_rpn_loc": 0.09191155107691884, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046668294763585, "mask_rcnn/false_negative": 0.07003107373779632, "mask_rcnn/false_positive": 0.12217526980982243, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.0090287779457867, "total_loss": 0.7443283708998933}
{"data_time": 0.021203001495450735, "eta_seconds": 79303.93033839762, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2500402071472225, "fast_rcnn/fg_cls_accuracy": 0.7086257111382739, "iteration": 190419, "loss_box_reg": 0.21705441363155842, "loss_cls": 0.17523299809545279, "loss_mask": 0.22240720130503178, "loss_rpn_cls": 0.03203841298818588, "loss_rpn_loc": 0.06528966734185815, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078856711462114, "mask_rcnn/false_negative": 0.09276256537813708, "mask_rcnn/false_positive": 0.09182136576048257, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9954788624309003, "total_loss": 0.7107173167169094}
{"data_time": 0.020680479239672422, "eta_seconds": 79254.80407124385, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2835496965556047, "fast_rcnn/fg_cls_accuracy": 0.6979489164086687, "iteration": 190439, "loss_box_reg": 0.2107350006699562, "loss_cls": 0.1711435467004776, "loss_mask": 0.23742465861141682, "loss_rpn_cls": 0.03173927578609437, "loss_rpn_loc": 0.06695763347670436, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070906321568011, "mask_rcnn/false_negative": 0.08446687203639308, "mask_rcnn/false_positive": 0.09914506766036534, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9928579218685627, "total_loss": 0.6951581443427131}
{"data_time": 0.017842338886111975, "eta_seconds": 79245.02776595764, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24328805645460816, "fast_rcnn/fg_cls_accuracy": 0.7250922957349655, "iteration": 190459, "loss_box_reg": 0.2128817606717348, "loss_cls": 0.16410574316978455, "loss_mask": 0.24046839214861393, "loss_rpn_cls": 0.029911438701674342, "loss_rpn_loc": 0.06643104064278305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995900530843903, "mask_rcnn/false_negative": 0.0889615780874802, "mask_rcnn/false_positive": 0.12472276182251253, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9939292655326426, "total_loss": 0.719964899122715}
{"data_time": 0.014678519684821367, "eta_seconds": 79229.52705815434, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33445446116820865, "fast_rcnn/fg_cls_accuracy": 0.6365622645570983, "iteration": 190479, "loss_box_reg": 0.22648183070123196, "loss_cls": 0.18020676169544458, "loss_mask": 0.25818014703691006, "loss_rpn_cls": 0.029742657905444503, "loss_rpn_loc": 0.07193421036936343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8824473698331217, "mask_rcnn/false_negative": 0.10080697885987047, "mask_rcnn/false_positive": 0.12495575800615304, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9937757947482169, "total_loss": 0.7926158920163289}
{"data_time": 0.021391956601291895, "eta_seconds": 79195.03423408605, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3299856746624402, "fast_rcnn/fg_cls_accuracy": 0.6492810893163207, "iteration": 190499, "loss_box_reg": 0.20665791630744934, "loss_cls": 0.18023532163351774, "loss_mask": 0.22639024071395397, "loss_rpn_cls": 0.03369270183611661, "loss_rpn_loc": 0.07628184603527188, "lr": 0.0001, "mask_rcnn/accuracy": 0.8850919589333346, "mask_rcnn/false_negative": 0.09912013728931585, "mask_rcnn/false_positive": 0.11965792675181919, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0098637682385743, "total_loss": 0.7461760406149551}
{"data_time": 0.020855669863522053, "eta_seconds": 79129.48349902406, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3461192200130253, "fast_rcnn/fg_cls_accuracy": 0.6401098901098901, "iteration": 190519, "loss_box_reg": 0.20283704064786434, "loss_cls": 0.17815585155040026, "loss_mask": 0.234132194891572, "loss_rpn_cls": 0.030663334182463586, "loss_rpn_loc": 0.060390956699848175, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092406803617701, "mask_rcnn/false_negative": 0.08327465015431897, "mask_rcnn/false_positive": 0.10962490411462908, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9814423946663737, "total_loss": 0.7315204909536988}
{"data_time": 0.016455906443297863, "eta_seconds": 79101.08812095597, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2721637337995515, "fast_rcnn/fg_cls_accuracy": 0.7017281246196909, "iteration": 190539, "loss_box_reg": 0.21355823706835508, "loss_cls": 0.1702851513400674, "loss_mask": 0.2292947992682457, "loss_rpn_cls": 0.03082559071481228, "loss_rpn_loc": 0.0705988664412871, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940947833106427, "mask_rcnn/false_negative": 0.0763159102181464, "mask_rcnn/false_positive": 0.1206799781339163, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9873965689912438, "total_loss": 0.737095819786191}
{"data_time": 0.02310581225901842, "eta_seconds": 79076.46088901907, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3143459915611815, "fast_rcnn/fg_cls_accuracy": 0.6740506329113924, "iteration": 190559, "loss_box_reg": 0.20778829045593739, "loss_cls": 0.16461626067757607, "loss_mask": 0.23478744365274906, "loss_rpn_cls": 0.03273858060128987, "loss_rpn_loc": 0.06561901478562504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017108923696451, "mask_rcnn/false_negative": 0.08995734935406577, "mask_rcnn/false_positive": 0.11609677031600728, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9839134253561497, "total_loss": 0.7189555541845039}
{"data_time": 0.01434996910393238, "eta_seconds": 79061.26879645512, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3143180349062702, "fast_rcnn/fg_cls_accuracy": 0.6738714716655894, "iteration": 190579, "loss_box_reg": 0.2131514810025692, "loss_cls": 0.18198630400002003, "loss_mask": 0.22770728915929794, "loss_rpn_cls": 0.030672153923660517, "loss_rpn_loc": 0.06773701682686806, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884952068988163, "mask_rcnn/false_negative": 0.09813012133126363, "mask_rcnn/false_positive": 0.1343446556125003, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9991531930863857, "total_loss": 0.7148704833816737}
{"data_time": 0.01678861165419221, "eta_seconds": 79032.89197944105, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2985214176994999, "fast_rcnn/fg_cls_accuracy": 0.6579378161768885, "iteration": 190599, "loss_box_reg": 0.1912123654037714, "loss_cls": 0.160992537625134, "loss_mask": 0.23052616603672504, "loss_rpn_cls": 0.031897545559331775, "loss_rpn_loc": 0.07363731227815151, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017855057251272, "mask_rcnn/false_negative": 0.079837541944755, "mask_rcnn/false_positive": 0.11049798688690751, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9726031292229891, "total_loss": 0.6782861983519979}
{"data_time": 0.017675690352916718, "eta_seconds": 79003.52361263707, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.32741267571632837, "fast_rcnn/fg_cls_accuracy": 0.6544074292452831, "iteration": 190619, "loss_box_reg": 0.1964620053768158, "loss_cls": 0.15956957079470158, "loss_mask": 0.22690994665026665, "loss_rpn_cls": 0.03036014293320477, "loss_rpn_loc": 0.07660871767438948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921564515310216, "mask_rcnn/false_negative": 0.10161760975643981, "mask_rcnn/false_positive": 0.10968806235702766, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.963049316778779, "total_loss": 0.6902347118593752}
{"data_time": 0.02110162004828453, "eta_seconds": 78989.94931817055, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25357201454784106, "fast_rcnn/fg_cls_accuracy": 0.7147765302283213, "iteration": 190639, "loss_box_reg": 0.21447439678013325, "loss_cls": 0.15600270219147205, "loss_mask": 0.23292686976492405, "loss_rpn_cls": 0.033464889507740736, "loss_rpn_loc": 0.07193994161207229, "lr": 0.0001, "mask_rcnn/accuracy": 0.898588506641558, "mask_rcnn/false_negative": 0.0874341811297273, "mask_rcnn/false_positive": 0.11230091950919693, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9918664004653692, "total_loss": 0.723848948488012}
{"data_time": 0.017962079495191574, "eta_seconds": 78970.04257691093, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.29316390492149197, "fast_rcnn/fg_cls_accuracy": 0.6637131952017448, "iteration": 190659, "loss_box_reg": 0.21975611988455057, "loss_cls": 0.17718149162828922, "loss_mask": 0.2328382320702076, "loss_rpn_cls": 0.035339585097972304, "loss_rpn_loc": 0.0649438020773232, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055228402790845, "mask_rcnn/false_negative": 0.08339635944708243, "mask_rcnn/false_positive": 0.10078045914937736, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9988672751933336, "total_loss": 0.7381965504027903}
{"data_time": 0.0243603871203959, "eta_seconds": 79041.126596611, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22580256970415077, "fast_rcnn/fg_cls_accuracy": 0.753276928203799, "iteration": 190679, "loss_box_reg": 0.2289258036762476, "loss_cls": 0.17375845927745104, "loss_mask": 0.24305536597967148, "loss_rpn_cls": 0.030804285197518766, "loss_rpn_loc": 0.07141991960816085, "lr": 0.0001, "mask_rcnn/accuracy": 0.9094464749425137, "mask_rcnn/false_negative": 0.08808316011894582, "mask_rcnn/false_positive": 0.09781637445786684, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.022681461647153, "total_loss": 0.761312784277834}
{"data_time": 0.01440970553085208, "eta_seconds": 79035.64590732567, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.28174063166446633, "fast_rcnn/fg_cls_accuracy": 0.7069158119224129, "iteration": 190699, "loss_box_reg": 0.19109888561069965, "loss_cls": 0.16406670212745667, "loss_mask": 0.22423413582146168, "loss_rpn_cls": 0.037735204212367535, "loss_rpn_loc": 0.06700355769135058, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965992117185857, "mask_rcnn/false_negative": 0.0847266301314741, "mask_rcnn/false_positive": 0.10370986460349929, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0165038495324552, "total_loss": 0.6819797885837033}
{"data_time": 0.01646237913519144, "eta_seconds": 78985.99196989089, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2982726950468886, "fast_rcnn/fg_cls_accuracy": 0.665086526376849, "iteration": 190719, "loss_box_reg": 0.1984133953228593, "loss_cls": 0.1624059183523059, "loss_mask": 0.23813893273472786, "loss_rpn_cls": 0.029556602356024086, "loss_rpn_loc": 0.056186778005212545, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068471050391989, "mask_rcnn/false_negative": 0.0766362712086823, "mask_rcnn/false_positive": 0.11376704809481748, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9810135210864246, "total_loss": 0.7085923433769494}
{"data_time": 0.016097194980829954, "eta_seconds": 78970.47679362819, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29667145235306036, "fast_rcnn/fg_cls_accuracy": 0.6849539700805524, "iteration": 190739, "loss_box_reg": 0.19544594921171665, "loss_cls": 0.15463474951684475, "loss_mask": 0.22476902045309544, "loss_rpn_cls": 0.029482037178240716, "loss_rpn_loc": 0.06114007148426026, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956842822356215, "mask_rcnn/false_negative": 0.09341144254183475, "mask_rcnn/false_positive": 0.11070504758768711, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.972619722597301, "total_loss": 0.676671089080628}
{"data_time": 0.024068468250334263, "eta_seconds": 78950.5498502031, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.25840875733855184, "fast_rcnn/fg_cls_accuracy": 0.7020716292134832, "iteration": 190759, "loss_box_reg": 0.19825319480150938, "loss_cls": 0.15155695378780365, "loss_mask": 0.22592372633516788, "loss_rpn_cls": 0.031682787695899606, "loss_rpn_loc": 0.07165516307577491, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027729401218652, "mask_rcnn/false_negative": 0.08496607292585834, "mask_rcnn/false_positive": 0.11662869972131457, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 1.010567777324468, "total_loss": 0.6857955409795977}
{"data_time": 0.015897322446107864, "eta_seconds": 78891.22025721706, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3088235294117647, "fast_rcnn/fg_cls_accuracy": 0.6732552943356331, "iteration": 190779, "loss_box_reg": 0.21096417680382729, "loss_cls": 0.1745200278237462, "loss_mask": 0.2348096016794443, "loss_rpn_cls": 0.034519491833634675, "loss_rpn_loc": 0.07837426965124905, "lr": 0.0001, "mask_rcnn/accuracy": 0.8876636415709347, "mask_rcnn/false_negative": 0.10006188024928672, "mask_rcnn/false_positive": 0.13014718431171626, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9779482469893992, "total_loss": 0.778738732682541}
{"data_time": 0.018420505803078413, "eta_seconds": 78871.30326144397, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.32953652788688137, "fast_rcnn/fg_cls_accuracy": 0.631087981146897, "iteration": 190799, "loss_box_reg": 0.2084061075001955, "loss_cls": 0.17056654579937458, "loss_mask": 0.23957394063472748, "loss_rpn_cls": 0.03296440496342257, "loss_rpn_loc": 0.09275905275717378, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009940485953278, "mask_rcnn/false_negative": 0.09256019845221904, "mask_rcnn/false_positive": 0.10229500862655885, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9874806660227478, "total_loss": 0.7357384215574712}
{"data_time": 0.027737073600292206, "eta_seconds": 78904.43299258128, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.29155095674668086, "fast_rcnn/fg_cls_accuracy": 0.6681860782141944, "iteration": 190819, "loss_box_reg": 0.20472465455532074, "loss_cls": 0.17095515318214893, "loss_mask": 0.23542847856879234, "loss_rpn_cls": 0.030064724967814982, "loss_rpn_loc": 0.07459531165659428, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000159635277604, "mask_rcnn/false_negative": 0.09306003410267005, "mask_rcnn/false_positive": 0.09754109938810249, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 1.0117315682582557, "total_loss": 0.7339693143730983}
{"data_time": 0.016738296952098608, "eta_seconds": 78807.85721950233, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.27888664678013686, "fast_rcnn/fg_cls_accuracy": 0.6793540396341464, "iteration": 190839, "loss_box_reg": 0.21738826390355825, "loss_cls": 0.17339103296399117, "loss_mask": 0.23922530002892017, "loss_rpn_cls": 0.030063341837376356, "loss_rpn_loc": 0.0771817967761308, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914210508422118, "mask_rcnn/false_negative": 0.09471712015279835, "mask_rcnn/false_positive": 0.11549367195035837, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0075335782021284, "total_loss": 0.7568892267299816}
{"data_time": 0.014846174977719784, "eta_seconds": 78792.06927658059, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31249683848449594, "fast_rcnn/fg_cls_accuracy": 0.6559259446608325, "iteration": 190859, "loss_box_reg": 0.2050550263375044, "loss_cls": 0.17453064676374197, "loss_mask": 0.2368172723799944, "loss_rpn_cls": 0.030698828282766044, "loss_rpn_loc": 0.060704966192133725, "lr": 0.0001, "mask_rcnn/accuracy": 0.910256999866372, "mask_rcnn/false_negative": 0.08013557608732058, "mask_rcnn/false_positive": 0.11104185145036116, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9869473362341523, "total_loss": 0.7273047138587572}
{"data_time": 0.016298395581543446, "eta_seconds": 78751.06842305511, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.3396704689480355, "fast_rcnn/fg_cls_accuracy": 0.6076642780540119, "iteration": 190879, "loss_box_reg": 0.21571718901395798, "loss_cls": 0.18819951452314854, "loss_mask": 0.23474582470953465, "loss_rpn_cls": 0.03878448880277574, "loss_rpn_loc": 0.08015976753085852, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921946935339793, "mask_rcnn/false_negative": 0.09440615006985878, "mask_rcnn/false_positive": 0.11882358861986078, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.967864518519491, "total_loss": 0.7761524787638336}
{"data_time": 0.015784512739628553, "eta_seconds": 78727.67175217159, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.25500725689404935, "fast_rcnn/fg_cls_accuracy": 0.670912688597576, "iteration": 190899, "loss_box_reg": 0.18316323775798082, "loss_cls": 0.15368106961250305, "loss_mask": 0.22994313016533852, "loss_rpn_cls": 0.027727947221137583, "loss_rpn_loc": 0.06845902267377824, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044790659915305, "mask_rcnn/false_negative": 0.08148146655889843, "mask_rcnn/false_positive": 0.1134719890481564, "roi_head/num_bg_samples": 455.875, "roi_head/num_fg_samples": 56.125, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9988604476675391, "total_loss": 0.6523656832287088}
{"data_time": 0.02157304249703884, "eta_seconds": 78728.21309901774, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3252427184466019, "fast_rcnn/fg_cls_accuracy": 0.6631578947368422, "iteration": 190919, "loss_box_reg": 0.21938527561724186, "loss_cls": 0.17869917955249548, "loss_mask": 0.24971255660057068, "loss_rpn_cls": 0.03159817191772163, "loss_rpn_loc": 0.0608937731012702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889174735533977, "mask_rcnn/false_negative": 0.08904594829626654, "mask_rcnn/false_positive": 0.11081654036322033, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0572900087572634, "total_loss": 0.7421447744127363}
{"data_time": 0.020870997570455074, "eta_seconds": 78731.88429103233, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27674446875759784, "fast_rcnn/fg_cls_accuracy": 0.7164377178053327, "iteration": 190939, "loss_box_reg": 0.2251656837761402, "loss_cls": 0.18336416594684124, "loss_mask": 0.23392317816615105, "loss_rpn_cls": 0.03546262963209301, "loss_rpn_loc": 0.08178536524064839, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947481311398964, "mask_rcnn/false_negative": 0.08009776495514026, "mask_rcnn/false_positive": 0.12339023497013059, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9996166946366429, "total_loss": 0.7565551316656638}
{"data_time": 0.016429955139756203, "eta_seconds": 78711.96729525924, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21438209466695224, "fast_rcnn/fg_cls_accuracy": 0.7474785728523021, "iteration": 190959, "loss_box_reg": 0.20731159951537848, "loss_cls": 0.17071490827947855, "loss_mask": 0.2235502302646637, "loss_rpn_cls": 0.03434558550361544, "loss_rpn_loc": 0.07887913915328681, "lr": 0.0001, "mask_rcnn/accuracy": 0.9147758288097847, "mask_rcnn/false_negative": 0.07482654869897895, "mask_rcnn/false_positive": 0.09782573516430665, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0114198592491448, "total_loss": 0.7193767385324463}
{"data_time": 0.01755703194066882, "eta_seconds": 78721.79943102412, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2842805981574127, "fast_rcnn/fg_cls_accuracy": 0.7073033707865168, "iteration": 190979, "loss_box_reg": 0.21347683295607567, "loss_cls": 0.177998767234385, "loss_mask": 0.23673975467681885, "loss_rpn_cls": 0.03681004419922829, "loss_rpn_loc": 0.07648047059774399, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057794485489001, "mask_rcnn/false_negative": 0.07343343151349975, "mask_rcnn/false_positive": 0.10161836914551259, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.005402763839811, "total_loss": 0.7336718448786996}
{"data_time": 0.01731488900259137, "eta_seconds": 78725.05943942815, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3006349206349206, "fast_rcnn/fg_cls_accuracy": 0.6435294117647059, "iteration": 190999, "loss_box_reg": 0.19081567507237196, "loss_cls": 0.16607096418738365, "loss_mask": 0.232919255271554, "loss_rpn_cls": 0.027240540832281113, "loss_rpn_loc": 0.05904335482046008, "lr": 0.0001, "mask_rcnn/accuracy": 0.893208861514903, "mask_rcnn/false_negative": 0.09215377915079767, "mask_rcnn/false_positive": 0.11704074380040136, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9835568219423294, "total_loss": 0.6826228763675317}
{"data_time": 0.01598459854722023, "eta_seconds": 78716.71265776269, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2742535211267606, "fast_rcnn/fg_cls_accuracy": 0.6913821914538076, "iteration": 191019, "loss_box_reg": 0.20654527563601732, "loss_cls": 0.16549063380807638, "loss_mask": 0.23555409908294678, "loss_rpn_cls": 0.030406319187022746, "loss_rpn_loc": 0.06089912180323154, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037118825607299, "mask_rcnn/false_negative": 0.07885773456595134, "mask_rcnn/false_positive": 0.11696226036168209, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.995569190941751, "total_loss": 0.7136640769895166}
{"data_time": 0.02142074890434742, "eta_seconds": 78719.29709147662, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.260218866773431, "fast_rcnn/fg_cls_accuracy": 0.7094995366079704, "iteration": 191039, "loss_box_reg": 0.20407493598759174, "loss_cls": 0.1632359055802226, "loss_mask": 0.2204891536384821, "loss_rpn_cls": 0.03288216842338443, "loss_rpn_loc": 0.07118463912047446, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016299510031676, "mask_rcnn/false_negative": 0.0938707362554132, "mask_rcnn/false_positive": 0.10205338242486153, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9883945067413151, "total_loss": 0.7073416872590315}
{"data_time": 0.016875469125807285, "eta_seconds": 78833.72705665417, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28782874617737003, "fast_rcnn/fg_cls_accuracy": 0.6884268214055448, "iteration": 191059, "loss_box_reg": 0.22377135045826435, "loss_cls": 0.17130499705672264, "loss_mask": 0.23408357240259647, "loss_rpn_cls": 0.033188804518431425, "loss_rpn_loc": 0.06680634315125644, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059027033410674, "mask_rcnn/false_negative": 0.08089650284252023, "mask_rcnn/false_positive": 0.10663287504365218, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.003326565027237, "total_loss": 0.747391507960856}
{"data_time": 0.022319628857076168, "eta_seconds": 78807.05695768818, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.29756722151088344, "fast_rcnn/fg_cls_accuracy": 0.6772041992264584, "iteration": 191079, "loss_box_reg": 0.21105124428868294, "loss_cls": 0.1711619459092617, "loss_mask": 0.24441184476017952, "loss_rpn_cls": 0.030636288516689092, "loss_rpn_loc": 0.06198580586351454, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033069079514353, "mask_rcnn/false_negative": 0.09535482449623915, "mask_rcnn/false_positive": 0.11378060673402236, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0079155345447361, "total_loss": 0.7281106438022107}
{"data_time": 0.015453987289220095, "eta_seconds": 78832.92453261092, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29733348858872843, "fast_rcnn/fg_cls_accuracy": 0.6692738791423002, "iteration": 191099, "loss_box_reg": 0.205287404358387, "loss_cls": 0.17395080719143152, "loss_mask": 0.23078413680195808, "loss_rpn_cls": 0.031230681808665395, "loss_rpn_loc": 0.07641775417141616, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936381752993595, "mask_rcnn/false_negative": 0.0921755333637622, "mask_rcnn/false_positive": 0.11768257212164109, "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": 1.023548349738121, "total_loss": 0.7136175949126482}
{"data_time": 0.015318346675485373, "eta_seconds": 78844.7403164208, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27303021843813247, "fast_rcnn/fg_cls_accuracy": 0.6920676844488303, "iteration": 191119, "loss_box_reg": 0.20490846317261457, "loss_cls": 0.17157525103539228, "loss_mask": 0.24735295213758945, "loss_rpn_cls": 0.038856068858876824, "loss_rpn_loc": 0.0735053054522723, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959647720774049, "mask_rcnn/false_negative": 0.08386542839303232, "mask_rcnn/false_positive": 0.12300195469037796, "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": 1.0114929871633649, "total_loss": 0.7342131655896083}
{"data_time": 0.018511995673179626, "eta_seconds": 78864.05360011384, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2871718061674009, "fast_rcnn/fg_cls_accuracy": 0.6899293858512567, "iteration": 191139, "loss_box_reg": 0.201270105317235, "loss_cls": 0.17209639120846987, "loss_mask": 0.2267001625150442, "loss_rpn_cls": 0.033916812390089035, "loss_rpn_loc": 0.0858521310146898, "lr": 0.0001, "mask_rcnn/accuracy": 0.9070590712911941, "mask_rcnn/false_negative": 0.0946274887740457, "mask_rcnn/false_positive": 0.09838627308005281, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0118715069256723, "total_loss": 0.7325670092832297}
{"data_time": 0.019581839442253113, "eta_seconds": 78738.19727215916, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.290265861322306, "fast_rcnn/fg_cls_accuracy": 0.6603853079693416, "iteration": 191159, "loss_box_reg": 0.18621927686035633, "loss_cls": 0.16440817713737488, "loss_mask": 0.22314573265612125, "loss_rpn_cls": 0.03310978121589869, "loss_rpn_loc": 0.07417257409542799, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954488963748432, "mask_rcnn/false_negative": 0.09407999574053687, "mask_rcnn/false_positive": 0.12009597166395836, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9636893831193447, "total_loss": 0.6835383819416165}
{"data_time": 0.016763340681791306, "eta_seconds": 78707.20006848685, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2767857142857143, "fast_rcnn/fg_cls_accuracy": 0.7008552773580833, "iteration": 191179, "loss_box_reg": 0.21405784785747528, "loss_cls": 0.17772094439715147, "loss_mask": 0.2436447199434042, "loss_rpn_cls": 0.0335263836896047, "loss_rpn_loc": 0.06118599604815245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033359374217287, "mask_rcnn/false_negative": 0.08657541567216087, "mask_rcnn/false_positive": 0.10529219622120198, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.037229738663882, "total_loss": 0.7425192268565297}
{"data_time": 0.02051373105496168, "eta_seconds": 78687.22869064659, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25999890572851125, "fast_rcnn/fg_cls_accuracy": 0.7107865648528862, "iteration": 191199, "loss_box_reg": 0.20720097422599792, "loss_cls": 0.17831917945295572, "loss_mask": 0.24159720912575722, "loss_rpn_cls": 0.03431863069999963, "loss_rpn_loc": 0.060978885332588106, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038143530000773, "mask_rcnn/false_negative": 0.09339434742123033, "mask_rcnn/false_positive": 0.10137826096050447, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9952082145027816, "total_loss": 0.7277069725096226}
{"data_time": 0.018176653422415257, "eta_seconds": 78568.37902070023, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31319366076247485, "fast_rcnn/fg_cls_accuracy": 0.6497586298910802, "iteration": 191219, "loss_box_reg": 0.22520536743104458, "loss_cls": 0.1819364563561976, "loss_mask": 0.2503314893692732, "loss_rpn_cls": 0.0386439876165241, "loss_rpn_loc": 0.08253867831081152, "lr": 0.0001, "mask_rcnn/accuracy": 0.8854857578034039, "mask_rcnn/false_negative": 0.1054974911280829, "mask_rcnn/false_positive": 0.12927390740035805, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0078599420376122, "total_loss": 0.7599391231779009}
{"data_time": 0.014415802899748087, "eta_seconds": 78590.06444297731, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2851698794882581, "fast_rcnn/fg_cls_accuracy": 0.7031094244591736, "iteration": 191239, "loss_box_reg": 0.1903447275981307, "loss_cls": 0.14520549401640892, "loss_mask": 0.2434552237391472, "loss_rpn_cls": 0.04123233025893569, "loss_rpn_loc": 0.06724157417193055, "lr": 0.0001, "mask_rcnn/accuracy": 0.8911097349035069, "mask_rcnn/false_negative": 0.09675137545258625, "mask_rcnn/false_positive": 0.12532658334242763, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9894358487799764, "total_loss": 0.7155468448763713}
{"data_time": 0.01603768765926361, "eta_seconds": 78435.43136088178, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3059031085706221, "fast_rcnn/fg_cls_accuracy": 0.6410373481873801, "iteration": 191259, "loss_box_reg": 0.21476713195443153, "loss_cls": 0.18086509220302105, "loss_mask": 0.22452938184142113, "loss_rpn_cls": 0.030421605799347162, "loss_rpn_loc": 0.0741520476876758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966141662319203, "mask_rcnn/false_negative": 0.09974512505460217, "mask_rcnn/false_positive": 0.10630104547615231, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9862568131648004, "total_loss": 0.7266534569789656}
{"data_time": 0.013409571722149849, "eta_seconds": 78415.50872147083, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26066627703097606, "fast_rcnn/fg_cls_accuracy": 0.69824016563147, "iteration": 191279, "loss_box_reg": 0.20400039572268724, "loss_cls": 0.16687172558158636, "loss_mask": 0.23501247726380825, "loss_rpn_cls": 0.02647296793293208, "loss_rpn_loc": 0.056606346275657415, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994417425759791, "mask_rcnn/false_negative": 0.09381062675431343, "mask_rcnn/false_positive": 0.11083508947718691, "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": 0.9974718247540295, "total_loss": 0.6740663200616837}
{"data_time": 0.016202577389776707, "eta_seconds": 78323.57578501105, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2602948395853186, "fast_rcnn/fg_cls_accuracy": 0.6945904921134258, "iteration": 191299, "loss_box_reg": 0.19780855812132359, "loss_cls": 0.17802914697676897, "loss_mask": 0.23601877875626087, "loss_rpn_cls": 0.032425245037302375, "loss_rpn_loc": 0.088983126624953, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033965574447747, "mask_rcnn/false_negative": 0.07695391196534265, "mask_rcnn/false_positive": 0.11493218255067118, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9782812488265336, "total_loss": 0.7568868842208758}
{"data_time": 0.016949004493653774, "eta_seconds": 78408.55358179659, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2894312718531469, "fast_rcnn/fg_cls_accuracy": 0.6807951877934273, "iteration": 191319, "loss_box_reg": 0.22872735932469368, "loss_cls": 0.17625657469034195, "loss_mask": 0.24496273323893547, "loss_rpn_cls": 0.034924087463878095, "loss_rpn_loc": 0.0723839036654681, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914751021322098, "mask_rcnn/false_negative": 0.08326661095055513, "mask_rcnn/false_positive": 0.13412259485532213, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0180684570223093, "total_loss": 0.779030162259005}
{"data_time": 0.024410391226410866, "eta_seconds": 78448.70136796497, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3307496719160105, "fast_rcnn/fg_cls_accuracy": 0.6382009958071279, "iteration": 191339, "loss_box_reg": 0.21896683238446712, "loss_cls": 0.1827772967517376, "loss_mask": 0.23810485377907753, "loss_rpn_cls": 0.035071012418484315, "loss_rpn_loc": 0.06291338289156556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904005059381612, "mask_rcnn/false_negative": 0.10702864662707967, "mask_rcnn/false_positive": 0.11421288700275836, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0119708571583033, "total_loss": 0.7448280590178911}
{"data_time": 0.022305241785943508, "eta_seconds": 78502.06541504711, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29601612050739956, "fast_rcnn/fg_cls_accuracy": 0.6923890063424947, "iteration": 191359, "loss_box_reg": 0.20973080303519964, "loss_cls": 0.16028388682752848, "loss_mask": 0.24352282658219337, "loss_rpn_cls": 0.03405708872014657, "loss_rpn_loc": 0.06777235679328442, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009428652413347, "mask_rcnn/false_negative": 0.09539943145278777, "mask_rcnn/false_positive": 0.10594772698021865, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0235370094887912, "total_loss": 0.7346375049091876}
{"data_time": 0.0160636305809021, "eta_seconds": 78395.98576995544, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2718960017343368, "fast_rcnn/fg_cls_accuracy": 0.7259205921521261, "iteration": 191379, "loss_box_reg": 0.20498473197221756, "loss_cls": 0.16080908477306366, "loss_mask": 0.235912024974823, "loss_rpn_cls": 0.03137935639824718, "loss_rpn_loc": 0.06960135046392679, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929268242190512, "mask_rcnn/false_negative": 0.08639828180606096, "mask_rcnn/false_positive": 0.12475944843069156, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9551860615611076, "total_loss": 0.7007540428312495}
{"data_time": 0.01657879026606679, "eta_seconds": 78388.86254159734, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27624749515456126, "fast_rcnn/fg_cls_accuracy": 0.6895948889743168, "iteration": 191399, "loss_box_reg": 0.22255483269691467, "loss_cls": 0.1779752178117633, "loss_mask": 0.23858780041337013, "loss_rpn_cls": 0.030774850049056113, "loss_rpn_loc": 0.07711119530722499, "lr": 0.0001, "mask_rcnn/accuracy": 0.8843898886991026, "mask_rcnn/false_negative": 0.09007593412086748, "mask_rcnn/false_positive": 0.1274514009904667, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.0004406552761793, "total_loss": 0.763940439093858}
{"data_time": 0.02329326793551445, "eta_seconds": 78349.13294643164, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23406040268456374, "fast_rcnn/fg_cls_accuracy": 0.7457993237935863, "iteration": 191419, "loss_box_reg": 0.20440962724387646, "loss_cls": 0.15283687505871058, "loss_mask": 0.23588275909423828, "loss_rpn_cls": 0.03186350257601589, "loss_rpn_loc": 0.07237082300707698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992335849356583, "mask_rcnn/false_negative": 0.07526854824306352, "mask_rcnn/false_positive": 0.11621679529463931, "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": 0.9820438204333186, "total_loss": 0.6968243918381631}
{"data_time": 0.02265104278922081, "eta_seconds": 78336.15672968328, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2979848130841122, "fast_rcnn/fg_cls_accuracy": 0.663006230529595, "iteration": 191439, "loss_box_reg": 0.20099157094955444, "loss_cls": 0.17005330510437489, "loss_mask": 0.22812194377183914, "loss_rpn_cls": 0.031215258815791458, "loss_rpn_loc": 0.06671542953699827, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011614730770575, "mask_rcnn/false_negative": 0.07803273234720287, "mask_rcnn/false_positive": 0.1169928211953038, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 236.625, "rpn/num_pos_anchors": 19.375, "time": 1.0012212917208672, "total_loss": 0.7068222309462726}
{"data_time": 0.02323148585855961, "eta_seconds": 78284.3726080656, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.31359011627906974, "fast_rcnn/fg_cls_accuracy": 0.6628141516557006, "iteration": 191459, "loss_box_reg": 0.20255457237362862, "loss_cls": 0.17762887943536043, "loss_mask": 0.2319043893367052, "loss_rpn_cls": 0.031986292713554576, "loss_rpn_loc": 0.06269158492796123, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052989477040816, "mask_rcnn/false_negative": 0.08486070987873331, "mask_rcnn/false_positive": 0.1094828781302348, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9914281787350774, "total_loss": 0.7007221865933388}
{"data_time": 0.02258135238662362, "eta_seconds": 78289.30922567844, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35081306073153895, "fast_rcnn/fg_cls_accuracy": 0.6380804070800342, "iteration": 191479, "loss_box_reg": 0.20922424085438251, "loss_cls": 0.16223368886858225, "loss_mask": 0.23674902878701687, "loss_rpn_cls": 0.030611664755269885, "loss_rpn_loc": 0.0840406387578696, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957862940045844, "mask_rcnn/false_negative": 0.0888262692901187, "mask_rcnn/false_positive": 0.11594434643832399, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.0026158983819187, "total_loss": 0.7587085365084931}
{"data_time": 0.0265426030382514, "eta_seconds": 78276.32768941112, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.26923777157422013, "fast_rcnn/fg_cls_accuracy": 0.7236363636363636, "iteration": 191499, "loss_box_reg": 0.19971398916095495, "loss_cls": 0.174113217741251, "loss_mask": 0.22565323673188686, "loss_rpn_cls": 0.026147003460209817, "loss_rpn_loc": 0.07235277048312128, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044707943925234, "mask_rcnn/false_negative": 0.07929234184841011, "mask_rcnn/false_positive": 0.10736665566992565, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0124494303017855, "total_loss": 0.7085974353831261}
{"data_time": 0.0188433937728405, "eta_seconds": 78256.38467598706, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.27702978376172993, "fast_rcnn/fg_cls_accuracy": 0.7003195721646123, "iteration": 191519, "loss_box_reg": 0.21727784257382154, "loss_cls": 0.18518669251352549, "loss_mask": 0.23607789538800716, "loss_rpn_cls": 0.03628326440230012, "loss_rpn_loc": 0.0814564349129796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992480421930462, "mask_rcnn/false_negative": 0.08444142956075645, "mask_rcnn/false_positive": 0.11426684941150017, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9777192915789783, "total_loss": 0.7697099458891898}
{"data_time": 0.01921103335916996, "eta_seconds": 78349.83163922094, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2700794956140351, "fast_rcnn/fg_cls_accuracy": 0.7014519056261344, "iteration": 191539, "loss_box_reg": 0.2200309131294489, "loss_cls": 0.17415913473814726, "loss_mask": 0.2222892865538597, "loss_rpn_cls": 0.03128703194670379, "loss_rpn_loc": 0.06142921175342053, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009541664052092, "mask_rcnn/false_negative": 0.09583575687643234, "mask_rcnn/false_positive": 0.10472547795757808, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.047297629993409, "total_loss": 0.743735748459585}
{"data_time": 0.015527871903032064, "eta_seconds": 78438.80390416831, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30090106741832634, "fast_rcnn/fg_cls_accuracy": 0.6798615998123387, "iteration": 191559, "loss_box_reg": 0.2224101796746254, "loss_cls": 0.176564559340477, "loss_mask": 0.24040988460183144, "loss_rpn_cls": 0.03099620435386896, "loss_rpn_loc": 0.06968826637603343, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883602775649649, "mask_rcnn/false_negative": 0.10212132812282154, "mask_rcnn/false_positive": 0.1127342297908548, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.033034245017916, "total_loss": 0.7589186674449593}
{"data_time": 0.015254342928528786, "eta_seconds": 78436.68615024537, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2922201138519924, "fast_rcnn/fg_cls_accuracy": 0.6888099263076696, "iteration": 191579, "loss_box_reg": 0.2028446150943637, "loss_cls": 0.1672456068918109, "loss_mask": 0.22672126069664955, "loss_rpn_cls": 0.034264417830854654, "loss_rpn_loc": 0.07597748981788754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976316214794174, "mask_rcnn/false_negative": 0.08387757442660371, "mask_rcnn/false_positive": 0.11995730475059407, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0098259556107223, "total_loss": 0.7220025967108086}
{"data_time": 0.01370125263929367, "eta_seconds": 78463.55822309852, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3187731267345051, "fast_rcnn/fg_cls_accuracy": 0.6554963768115942, "iteration": 191599, "loss_box_reg": 0.20739005599170923, "loss_cls": 0.17789102252572775, "loss_mask": 0.23757545091211796, "loss_rpn_cls": 0.03154041420202702, "loss_rpn_loc": 0.07053154823370278, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976839770071503, "mask_rcnn/false_negative": 0.08865902092072418, "mask_rcnn/false_positive": 0.1233199180051314, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.0281612342223525, "total_loss": 0.7194611591985449}
{"data_time": 0.023831727914512157, "eta_seconds": 78474.53535793349, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2831372549019608, "fast_rcnn/fg_cls_accuracy": 0.6759208885866486, "iteration": 191619, "loss_box_reg": 0.20856811851263046, "loss_cls": 0.1679890714585781, "loss_mask": 0.2404281347990036, "loss_rpn_cls": 0.03169425716623664, "loss_rpn_loc": 0.06320783612318337, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989144177407806, "mask_rcnn/false_negative": 0.10475892628927017, "mask_rcnn/false_positive": 0.10938168128728773, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0115900202654302, "total_loss": 0.7176537885097787}
{"data_time": 0.014474773779511452, "eta_seconds": 78478.23689036071, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.28331247867136844, "fast_rcnn/fg_cls_accuracy": 0.6731773074054954, "iteration": 191639, "loss_box_reg": 0.20197110623121262, "loss_cls": 0.1729318592697382, "loss_mask": 0.24215437099337578, "loss_rpn_cls": 0.0367115035187453, "loss_rpn_loc": 0.0867932797409594, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995757515033393, "mask_rcnn/false_negative": 0.08409962668656096, "mask_rcnn/false_positive": 0.11522669763992202, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0132652912288904, "total_loss": 0.7731799113098532}
{"data_time": 0.013980338349938393, "eta_seconds": 78488.004702935, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3208456933856443, "fast_rcnn/fg_cls_accuracy": 0.6791543066143557, "iteration": 191659, "loss_box_reg": 0.22259274870157242, "loss_cls": 0.17331951251253486, "loss_mask": 0.24739804305136204, "loss_rpn_cls": 0.03584444313310087, "loss_rpn_loc": 0.0799247792456299, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950775536323745, "mask_rcnn/false_negative": 0.1114776129237711, "mask_rcnn/false_positive": 0.11018859953900452, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0253848182037473, "total_loss": 0.7602637182571925}
{"data_time": 0.016192893031984568, "eta_seconds": 78438.17653462291, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2295313382269904, "fast_rcnn/fg_cls_accuracy": 0.7415182241710058, "iteration": 191679, "loss_box_reg": 0.21624290104955435, "loss_cls": 0.17399391625076532, "loss_mask": 0.2309256587177515, "loss_rpn_cls": 0.03507656970759854, "loss_rpn_loc": 0.08362301322631538, "lr": 0.0001, "mask_rcnn/accuracy": 0.906748972439348, "mask_rcnn/false_negative": 0.07776008876231189, "mask_rcnn/false_positive": 0.11008172622151446, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.970040266867727, "total_loss": 0.7624964328715578}
{"data_time": 0.015511765610426664, "eta_seconds": 78411.18750292808, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2734722712822324, "fast_rcnn/fg_cls_accuracy": 0.68862834295506, "iteration": 191699, "loss_box_reg": 0.2084650620818138, "loss_cls": 0.17557185608893633, "loss_mask": 0.24436990171670914, "loss_rpn_cls": 0.031061809160746634, "loss_rpn_loc": 0.07191711274208501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8921421786033634, "mask_rcnn/false_negative": 0.08609440811569584, "mask_rcnn/false_positive": 0.1292726942923751, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.032277754507959, "total_loss": 0.7353718576487154}
{"data_time": 0.01587721426039934, "eta_seconds": 78399.8289109394, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3022222222222222, "fast_rcnn/fg_cls_accuracy": 0.6670940170940172, "iteration": 191719, "loss_box_reg": 0.2121966714039445, "loss_cls": 0.183560311794281, "loss_mask": 0.23609448224306107, "loss_rpn_cls": 0.03133071179036051, "loss_rpn_loc": 0.060971765080466866, "lr": 0.0001, "mask_rcnn/accuracy": 0.896088365997378, "mask_rcnn/false_negative": 0.09000635123416809, "mask_rcnn/false_positive": 0.12065467405308422, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0032445541583002, "total_loss": 0.7221129896352068}
{"data_time": 0.020552105270326138, "eta_seconds": 78371.1307021603, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.26877412927062144, "fast_rcnn/fg_cls_accuracy": 0.696882559678671, "iteration": 191739, "loss_box_reg": 0.21043979469686747, "loss_cls": 0.1719942567870021, "loss_mask": 0.23608608357608318, "loss_rpn_cls": 0.03821864112978801, "loss_rpn_loc": 0.07667231769300997, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978633252981958, "mask_rcnn/false_negative": 0.09157350381770141, "mask_rcnn/false_positive": 0.12069358594335144, "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": 0.9948703185655177, "total_loss": 0.7614552276208997}
{"data_time": 0.020286259707063437, "eta_seconds": 78359.76768001914, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2707507735736388, "fast_rcnn/fg_cls_accuracy": 0.7002088676202312, "iteration": 191759, "loss_box_reg": 0.20248269475996494, "loss_cls": 0.17997669987380505, "loss_mask": 0.23235887475311756, "loss_rpn_cls": 0.03947603446431458, "loss_rpn_loc": 0.05835465085692704, "lr": 0.0001, "mask_rcnn/accuracy": 0.9094614866276004, "mask_rcnn/false_negative": 0.07523061042505697, "mask_rcnn/false_positive": 0.1137310487640222, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0139038367196918, "total_loss": 0.723757378058508}
{"data_time": 0.015032702125608921, "eta_seconds": 78374.06248377636, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29080882352941173, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 191779, "loss_box_reg": 0.20796531531959772, "loss_cls": 0.16068766452372074, "loss_mask": 0.2466809507459402, "loss_rpn_cls": 0.0344638159731403, "loss_rpn_loc": 0.07779272017069161, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882408299264825, "mask_rcnn/false_negative": 0.10321030947552723, "mask_rcnn/false_positive": 0.12983535051938205, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0032682572491467, "total_loss": 0.7698457124643028}
{"data_time": 0.024334937799721956, "eta_seconds": 78311.04550100863, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27507331378299116, "fast_rcnn/fg_cls_accuracy": 0.6851260596719145, "iteration": 191799, "loss_box_reg": 0.19672732520848513, "loss_cls": 0.1676594177260995, "loss_mask": 0.22935758717358112, "loss_rpn_cls": 0.02928985096514225, "loss_rpn_loc": 0.07099212193861604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8891944894030919, "mask_rcnn/false_negative": 0.09560856374716327, "mask_rcnn/false_positive": 0.11782722801329772, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9745925911702216, "total_loss": 0.7529735714197159}
{"data_time": 0.01650172844529152, "eta_seconds": 78253.5829210002, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.297115788211309, "fast_rcnn/fg_cls_accuracy": 0.6848796429140762, "iteration": 191819, "loss_box_reg": 0.23442566953599453, "loss_cls": 0.18827686831355095, "loss_mask": 0.24696999415755272, "loss_rpn_cls": 0.03737651847768575, "loss_rpn_loc": 0.07793880824465305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912663814087199, "mask_rcnn/false_negative": 0.10972129832814373, "mask_rcnn/false_positive": 0.11103916311493015, "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": 0.981412170920521, "total_loss": 0.7591526722535491}
{"data_time": 0.023088740650564432, "eta_seconds": 78214.02489453554, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2955659536541889, "fast_rcnn/fg_cls_accuracy": 0.6755018907796686, "iteration": 191839, "loss_box_reg": 0.21750066243112087, "loss_cls": 0.17347969394177198, "loss_mask": 0.24586914107203484, "loss_rpn_cls": 0.032396452385000885, "loss_rpn_loc": 0.05708341719582677, "lr": 0.0001, "mask_rcnn/accuracy": 0.886065483885862, "mask_rcnn/false_negative": 0.09983671834841776, "mask_rcnn/false_positive": 0.12565291985089, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9886222467757761, "total_loss": 0.7220933435019106}
{"data_time": 0.016531528905034065, "eta_seconds": 78175.3924680315, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.28592751334686817, "fast_rcnn/fg_cls_accuracy": 0.6655949741315594, "iteration": 191859, "loss_box_reg": 0.21531696245074272, "loss_cls": 0.1729582715779543, "loss_mask": 0.23711970821022987, "loss_rpn_cls": 0.03499950870173052, "loss_rpn_loc": 0.07906307966914028, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938441508026136, "mask_rcnn/false_negative": 0.09580727904891946, "mask_rcnn/false_positive": 0.10601103376939142, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.988852777518332, "total_loss": 0.7531637240899727}
{"data_time": 0.01779092801734805, "eta_seconds": 78183.3312294446, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28383694150161215, "fast_rcnn/fg_cls_accuracy": 0.6725559481743227, "iteration": 191879, "loss_box_reg": 0.21261069178581238, "loss_cls": 0.1806124821305275, "loss_mask": 0.23299363441765308, "loss_rpn_cls": 0.03220302925910801, "loss_rpn_loc": 0.06537685520015657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995504770321521, "mask_rcnn/false_negative": 0.09338259048699167, "mask_rcnn/false_positive": 0.10977979013977593, "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": 0.9972697226330638, "total_loss": 0.7470579674700275}
{"data_time": 0.015530017204582691, "eta_seconds": 78098.80908867344, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2569691246745071, "fast_rcnn/fg_cls_accuracy": 0.6947762294477623, "iteration": 191899, "loss_box_reg": 0.1938488371670246, "loss_cls": 0.16029058350250125, "loss_mask": 0.22603683173656464, "loss_rpn_cls": 0.03251331328647211, "loss_rpn_loc": 0.06240294664166868, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993837503840499, "mask_rcnn/false_negative": 0.08047249319164237, "mask_rcnn/false_positive": 0.1179577619451907, "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": 0.9646240398287773, "total_loss": 0.6687448333250359}
{"data_time": 0.015175597742199898, "eta_seconds": 77965.98455250263, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.24893517674927113, "fast_rcnn/fg_cls_accuracy": 0.7144717261904762, "iteration": 191919, "loss_box_reg": 0.22055746987462044, "loss_cls": 0.17875639721751213, "loss_mask": 0.2409594990313053, "loss_rpn_cls": 0.039495688397437334, "loss_rpn_loc": 0.06985731283202767, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925433417963917, "mask_rcnn/false_negative": 0.09540099186636142, "mask_rcnn/false_positive": 0.11850026806433506, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9813253711909056, "total_loss": 0.744144719094038}
{"data_time": 0.015594257973134518, "eta_seconds": 77946.01375727914, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.257459505541347, "fast_rcnn/fg_cls_accuracy": 0.7065746753246753, "iteration": 191939, "loss_box_reg": 0.19503195490688086, "loss_cls": 0.1593176918104291, "loss_mask": 0.2130703143775463, "loss_rpn_cls": 0.026574740244541317, "loss_rpn_loc": 0.06556444487068802, "lr": 0.0001, "mask_rcnn/accuracy": 0.9139159156959278, "mask_rcnn/false_negative": 0.07775009019569568, "mask_rcnn/false_positive": 0.09712754020522243, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 239.625, "rpn/num_pos_anchors": 16.375, "time": 0.9941805936396122, "total_loss": 0.667091512150364}
{"data_time": 0.01704896055161953, "eta_seconds": 77926.04296205565, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2886136766489411, "fast_rcnn/fg_cls_accuracy": 0.6888099952208644, "iteration": 191959, "loss_box_reg": 0.2000264311209321, "loss_cls": 0.16181160183623433, "loss_mask": 0.24745535291731358, "loss_rpn_cls": 0.0353257660754025, "loss_rpn_loc": 0.08552044339012355, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032225997686524, "mask_rcnn/false_negative": 0.09423568313607997, "mask_rcnn/false_positive": 0.09535678848282002, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0137592516839504, "total_loss": 0.7281202792655677}
{"data_time": 0.015359258279204369, "eta_seconds": 77932.40072947927, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25245985516372793, "fast_rcnn/fg_cls_accuracy": 0.7223445197044335, "iteration": 191979, "loss_box_reg": 0.2285678582265973, "loss_cls": 0.17941754218190908, "loss_mask": 0.2462665308266878, "loss_rpn_cls": 0.03830658341757953, "loss_rpn_loc": 0.07739852997474372, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065138289306112, "mask_rcnn/false_negative": 0.0869597343345171, "mask_rcnn/false_positive": 0.11186533667758242, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0051474142819643, "total_loss": 0.7662816130323336}
{"data_time": 0.0262423655949533, "eta_seconds": 77876.9808774814, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.31078869047619045, "fast_rcnn/fg_cls_accuracy": 0.675470362970363, "iteration": 191999, "loss_box_reg": 0.21053807064890862, "loss_cls": 0.17187770456075668, "loss_mask": 0.24048949964344501, "loss_rpn_cls": 0.029553532833233476, "loss_rpn_loc": 0.05799813009798527, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908396915584416, "mask_rcnn/false_negative": 0.09235557033996777, "mask_rcnn/false_positive": 0.11758553175577546, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.985076027456671, "total_loss": 0.7435942296870053}
{"data_time": 0.01563257724046707, "eta_seconds": 77837.69040929154, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.29798061540185383, "fast_rcnn/fg_cls_accuracy": 0.6540809677602131, "iteration": 192019, "loss_box_reg": 0.21595486905425787, "loss_cls": 0.17512935027480125, "loss_mask": 0.24441594537347555, "loss_rpn_cls": 0.028455312945879996, "loss_rpn_loc": 0.06412846315652132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943795366860456, "mask_rcnn/false_negative": 0.09719559630838619, "mask_rcnn/false_positive": 0.10968738452830454, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9919861266389489, "total_loss": 0.7560812253504992}
{"data_time": 0.023759406059980392, "eta_seconds": 77800.58893717825, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.304125796339367, "fast_rcnn/fg_cls_accuracy": 0.6438143626815795, "iteration": 192039, "loss_box_reg": 0.1995525462552905, "loss_cls": 0.1747727207839489, "loss_mask": 0.2373748943209648, "loss_rpn_cls": 0.031841725460253656, "loss_rpn_loc": 0.07218176266178489, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967317581794623, "mask_rcnn/false_negative": 0.09314013858387205, "mask_rcnn/false_positive": 0.1280249329278684, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9723955378867686, "total_loss": 0.7409146899590269}
{"data_time": 0.014717565383762121, "eta_seconds": 77780.62983278185, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29977425180598555, "fast_rcnn/fg_cls_accuracy": 0.6835796538488059, "iteration": 192059, "loss_box_reg": 0.22481880336999893, "loss_cls": 0.1875242693349719, "loss_mask": 0.25283254869282246, "loss_rpn_cls": 0.03647463535889983, "loss_rpn_loc": 0.08570165652781725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881000104123282, "mask_rcnn/false_negative": 0.0925869115021969, "mask_rcnn/false_positive": 0.1288822737592659, "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": 1.0033064195886254, "total_loss": 0.8104968795087188}
{"data_time": 0.022575407288968563, "eta_seconds": 77763.37104432285, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.298674063049655, "fast_rcnn/fg_cls_accuracy": 0.6905971920110738, "iteration": 192079, "loss_box_reg": 0.22638576477766037, "loss_cls": 0.1992834098637104, "loss_mask": 0.2437778003513813, "loss_rpn_cls": 0.03559698164463043, "loss_rpn_loc": 0.08696845709346235, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002808706569356, "mask_rcnn/false_negative": 0.09828515105710017, "mask_rcnn/false_positive": 0.11209475748157155, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0269117201678455, "total_loss": 0.8023890252225101}
{"data_time": 0.012669027782976627, "eta_seconds": 77671.13077789545, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.22799451647912264, "fast_rcnn/fg_cls_accuracy": 0.7093855298527241, "iteration": 192099, "loss_box_reg": 0.2211502967402339, "loss_cls": 0.16192878037691116, "loss_mask": 0.2477879747748375, "loss_rpn_cls": 0.02918962261173874, "loss_rpn_loc": 0.06808785104658455, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064951207814068, "mask_rcnn/false_negative": 0.07851620881577286, "mask_rcnn/false_positive": 0.08938056289347186, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.963046794757247, "total_loss": 0.7309184462064877}
{"data_time": 0.015136686619371176, "eta_seconds": 77646.40438718721, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.31766461708634264, "fast_rcnn/fg_cls_accuracy": 0.6391843971631206, "iteration": 192119, "loss_box_reg": 0.22903134860098362, "loss_cls": 0.18003732687793672, "loss_mask": 0.24609019421041012, "loss_rpn_cls": 0.03869300696533173, "loss_rpn_loc": 0.09658615582156926, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879484796209484, "mask_rcnn/false_negative": 0.1049669841454316, "mask_rcnn/false_positive": 0.1215802504714866, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0007647979073226, "total_loss": 0.7828718271339312}
{"data_time": 0.016136670485138893, "eta_seconds": 77579.56543290056, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29407348524995586, "fast_rcnn/fg_cls_accuracy": 0.665266106442577, "iteration": 192139, "loss_box_reg": 0.2123647965490818, "loss_cls": 0.173530793748796, "loss_mask": 0.22474792785942554, "loss_rpn_cls": 0.03646397916600108, "loss_rpn_loc": 0.06060056539718062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993702886560029, "mask_rcnn/false_negative": 0.08167355521392658, "mask_rcnn/false_positive": 0.12534077794587975, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.963297616224736, "total_loss": 0.7217960796551779}
{"data_time": 0.017461721319705248, "eta_seconds": 77602.0272623375, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.27182531117346576, "fast_rcnn/fg_cls_accuracy": 0.6891378570662472, "iteration": 192159, "loss_box_reg": 0.2068442553281784, "loss_cls": 0.18437214940786362, "loss_mask": 0.2227077279239893, "loss_rpn_cls": 0.02831612736918032, "loss_rpn_loc": 0.060460932087153196, "lr": 0.0001, "mask_rcnn/accuracy": 0.9096968787515005, "mask_rcnn/false_negative": 0.08434785418111643, "mask_rcnn/false_positive": 0.09210810308528226, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9962475970387459, "total_loss": 0.7084260799456388}
{"data_time": 0.019545380491763353, "eta_seconds": 77522.52450674772, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3107038946455005, "fast_rcnn/fg_cls_accuracy": 0.6653259844083619, "iteration": 192179, "loss_box_reg": 0.2031411984935403, "loss_cls": 0.16629369370639324, "loss_mask": 0.2357678934931755, "loss_rpn_cls": 0.028387751430273056, "loss_rpn_loc": 0.06700927624478936, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974117447691996, "mask_rcnn/false_negative": 0.08328619150470154, "mask_rcnn/false_positive": 0.1101609904547663, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9622458103112876, "total_loss": 0.6784300160361454}
{"data_time": 0.018116241320967674, "eta_seconds": 77490.0187464431, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29575140449438203, "fast_rcnn/fg_cls_accuracy": 0.674243166454394, "iteration": 192199, "loss_box_reg": 0.1956362221390009, "loss_cls": 0.16303445864468813, "loss_mask": 0.23879724368453026, "loss_rpn_cls": 0.031080779852345586, "loss_rpn_loc": 0.06526645668782294, "lr": 0.0001, "mask_rcnn/accuracy": 0.8919557184927831, "mask_rcnn/false_negative": 0.09586297059133189, "mask_rcnn/false_positive": 0.13454282735601897, "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": 0.9667458119802177, "total_loss": 0.6925010262639262}
{"data_time": 0.02107833232730627, "eta_seconds": 77470.09843314067, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27651118229993116, "fast_rcnn/fg_cls_accuracy": 0.6979026720406031, "iteration": 192219, "loss_box_reg": 0.20645543280988932, "loss_cls": 0.17151757888495922, "loss_mask": 0.23672765120863914, "loss_rpn_cls": 0.030798497376963496, "loss_rpn_loc": 0.06560487672686577, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988811416107334, "mask_rcnn/false_negative": 0.10531541514150367, "mask_rcnn/false_positive": 0.10367617615695673, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9993800916709006, "total_loss": 0.7212923793122172}
{"data_time": 0.016713018994778395, "eta_seconds": 77462.75386333466, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.271966771441401, "fast_rcnn/fg_cls_accuracy": 0.6900893668265269, "iteration": 192239, "loss_box_reg": 0.20514532923698425, "loss_cls": 0.1696506328880787, "loss_mask": 0.22627359628677368, "loss_rpn_cls": 0.028673197753960267, "loss_rpn_loc": 0.07011174038052559, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058975446640243, "mask_rcnn/false_negative": 0.08267968016948381, "mask_rcnn/false_positive": 0.10731959399060578, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0054927468299866, "total_loss": 0.6955637130013201}
{"data_time": 0.023067887406796217, "eta_seconds": 77442.8303155303, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2568941415681789, "fast_rcnn/fg_cls_accuracy": 0.7113263785394932, "iteration": 192259, "loss_box_reg": 0.22369878739118576, "loss_cls": 0.17644885182380676, "loss_mask": 0.2390044629573822, "loss_rpn_cls": 0.036162287346087396, "loss_rpn_loc": 0.08250400866381824, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972430028045701, "mask_rcnn/false_negative": 0.08946958515155255, "mask_rcnn/false_positive": 0.11472805057086873, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9874850166961551, "total_loss": 0.7803590421099216}
{"data_time": 0.019061670172959566, "eta_seconds": 77468.19925237447, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2536911231884058, "fast_rcnn/fg_cls_accuracy": 0.6705115614677262, "iteration": 192279, "loss_box_reg": 0.21736289747059345, "loss_cls": 0.17182861920446157, "loss_mask": 0.2274974137544632, "loss_rpn_cls": 0.02818871568888426, "loss_rpn_loc": 0.06495522579643875, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004414631825404, "mask_rcnn/false_negative": 0.08080819625176115, "mask_rcnn/false_positive": 0.11929847204488618, "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": 1.0272293779999018, "total_loss": 0.7221439968561754}
{"data_time": 0.014174607582390308, "eta_seconds": 77462.45527085848, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2734708392603129, "fast_rcnn/fg_cls_accuracy": 0.7141910912402716, "iteration": 192299, "loss_box_reg": 0.23228403367102146, "loss_cls": 0.1808827668428421, "loss_mask": 0.24054467678070068, "loss_rpn_cls": 0.0270536239258945, "loss_rpn_loc": 0.07349606696516275, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037568970693117, "mask_rcnn/false_negative": 0.08233154078165648, "mask_rcnn/false_positive": 0.11564693520039185, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9924283968284726, "total_loss": 0.7621584449952934}
{"data_time": 0.01498193433508277, "eta_seconds": 77442.5164149329, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.28994133885438234, "fast_rcnn/fg_cls_accuracy": 0.6673633628940892, "iteration": 192319, "loss_box_reg": 0.22584539372473955, "loss_cls": 0.1773079475387931, "loss_mask": 0.24228258430957794, "loss_rpn_cls": 0.024399784510023892, "loss_rpn_loc": 0.05411440343596041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926672691441059, "mask_rcnn/false_negative": 0.08894202186907635, "mask_rcnn/false_positive": 0.11240566663786669, "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": 1.0214518941938877, "total_loss": 0.7228774389950559}
{"data_time": 0.020237603690475225, "eta_seconds": 77376.3085901551, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2799905838041431, "fast_rcnn/fg_cls_accuracy": 0.6588965693804403, "iteration": 192339, "loss_box_reg": 0.21004542522132397, "loss_cls": 0.17238744627684355, "loss_mask": 0.23364372551441193, "loss_rpn_cls": 0.029497138457372785, "loss_rpn_loc": 0.0688342644716613, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008435315370388, "mask_rcnn/false_negative": 0.08540577293188115, "mask_rcnn/false_positive": 0.11366074775329069, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9790068124420941, "total_loss": 0.7299909665016457}
{"data_time": 0.015065526589751244, "eta_seconds": 77356.38165000826, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2705251614475448, "fast_rcnn/fg_cls_accuracy": 0.6991756049995568, "iteration": 192359, "loss_box_reg": 0.21170836221426725, "loss_cls": 0.17783915670588613, "loss_mask": 0.22911671828478575, "loss_rpn_cls": 0.029887357959523797, "loss_rpn_loc": 0.06251740583684295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992517809333331, "mask_rcnn/false_negative": 0.08757970646328539, "mask_rcnn/false_positive": 0.10619403904506684, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0119627243839204, "total_loss": 0.7401130958460271}
{"data_time": 0.01948242960497737, "eta_seconds": 77395.23292501457, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2934845005740528, "fast_rcnn/fg_cls_accuracy": 0.6810561512740689, "iteration": 192379, "loss_box_reg": 0.22708559408783913, "loss_cls": 0.1850510137155652, "loss_mask": 0.2375827319920063, "loss_rpn_cls": 0.029295856249518692, "loss_rpn_loc": 0.07746714819222689, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978621070824163, "mask_rcnn/false_negative": 0.09280285891632721, "mask_rcnn/false_positive": 0.112281640129101, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0121186026372015, "total_loss": 0.7736761119449511}
{"data_time": 0.015501485671848059, "eta_seconds": 77362.7609912306, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22255065997397286, "fast_rcnn/fg_cls_accuracy": 0.7147555142173797, "iteration": 192399, "loss_box_reg": 0.22803125903010368, "loss_cls": 0.18134025018662214, "loss_mask": 0.22975055128335953, "loss_rpn_cls": 0.029262522992212325, "loss_rpn_loc": 0.08148300973698497, "lr": 0.0001, "mask_rcnn/accuracy": 0.9152688348729174, "mask_rcnn/false_negative": 0.08054683985876283, "mask_rcnn/false_positive": 0.0886371678100257, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9930010735988617, "total_loss": 0.7544289791258052}
{"data_time": 0.02045720862224698, "eta_seconds": 77390.32837070525, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.275309187279152, "fast_rcnn/fg_cls_accuracy": 0.6727941176470589, "iteration": 192419, "loss_box_reg": 0.22309815138578415, "loss_cls": 0.15670269541442394, "loss_mask": 0.23206904344260693, "loss_rpn_cls": 0.03498185204807669, "loss_rpn_loc": 0.07843342097476125, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024285212914652, "mask_rcnn/false_negative": 0.07975040999945927, "mask_rcnn/false_positive": 0.11649439013987042, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0043701422400773, "total_loss": 0.712574930745177}
{"data_time": 0.02347953198477626, "eta_seconds": 77410.28880998492, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2914182791928337, "fast_rcnn/fg_cls_accuracy": 0.6769315408596539, "iteration": 192439, "loss_box_reg": 0.21766365319490433, "loss_cls": 0.17799698282033205, "loss_mask": 0.22256081737577915, "loss_rpn_cls": 0.029146195331122726, "loss_rpn_loc": 0.05627908557653427, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069165734475608, "mask_rcnn/false_negative": 0.09895906151758421, "mask_rcnn/false_positive": 0.10830898044924735, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0397143932059407, "total_loss": 0.704774133162573}
{"data_time": 0.01797055546194315, "eta_seconds": 77432.3367587477, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2366907869233751, "fast_rcnn/fg_cls_accuracy": 0.7225898494414764, "iteration": 192459, "loss_box_reg": 0.20714185386896133, "loss_cls": 0.15868391701951623, "loss_mask": 0.23626923747360706, "loss_rpn_cls": 0.028711524500977248, "loss_rpn_loc": 0.06751620781142265, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041875295918718, "mask_rcnn/false_negative": 0.0858496880810439, "mask_rcnn/false_positive": 0.11243012449944478, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9898807578720152, "total_loss": 0.6843654630356468}
{"data_time": 0.019063865300267935, "eta_seconds": 77412.36452847719, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31227994227994227, "fast_rcnn/fg_cls_accuracy": 0.6615651358950327, "iteration": 192479, "loss_box_reg": 0.21739914268255234, "loss_cls": 0.1721995770931244, "loss_mask": 0.22810100764036179, "loss_rpn_cls": 0.028773615427780896, "loss_rpn_loc": 0.06611713743768632, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041503768515603, "mask_rcnn/false_negative": 0.08325713867895133, "mask_rcnn/false_positive": 0.10953290515722444, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0029110256582499, "total_loss": 0.7642575745703653}
{"data_time": 0.013912089169025421, "eta_seconds": 77341.52953606099, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.27899353865019105, "fast_rcnn/fg_cls_accuracy": 0.7121152328334649, "iteration": 192499, "loss_box_reg": 0.22452235966920853, "loss_cls": 0.17363244760781527, "loss_mask": 0.23297704569995403, "loss_rpn_cls": 0.03014772350434214, "loss_rpn_loc": 0.06985079636797309, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004045792542439, "mask_rcnn/false_negative": 0.09386460628982887, "mask_rcnn/false_positive": 0.11931363295468697, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9821153427474201, "total_loss": 0.7637601615861058}
{"data_time": 0.014420066960155964, "eta_seconds": 77378.82893040776, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2743943191311612, "fast_rcnn/fg_cls_accuracy": 0.7047794117647059, "iteration": 192519, "loss_box_reg": 0.19534937106072903, "loss_cls": 0.15817643702030182, "loss_mask": 0.23599749244749546, "loss_rpn_cls": 0.026510156923905015, "loss_rpn_loc": 0.07285781158134341, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971276054905948, "mask_rcnn/false_negative": 0.09784715476303495, "mask_rcnn/false_positive": 0.10695177875669598, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0140777914784849, "total_loss": 0.6888698078691959}
{"data_time": 0.013727350626140833, "eta_seconds": 77263.8984623272, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.28006307418072124, "fast_rcnn/fg_cls_accuracy": 0.6834730504143112, "iteration": 192539, "loss_box_reg": 0.21066442737355828, "loss_cls": 0.1753407744690776, "loss_mask": 0.22952930442988873, "loss_rpn_cls": 0.029083465225994587, "loss_rpn_loc": 0.07486451463773847, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988930964437332, "mask_rcnn/false_negative": 0.08610941563663821, "mask_rcnn/false_positive": 0.1063649523897764, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 0.9719965145923197, "total_loss": 0.723138994188048}
{"data_time": 0.013428800739347935, "eta_seconds": 77203.25014382601, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2787152464528828, "fast_rcnn/fg_cls_accuracy": 0.6533096184696938, "iteration": 192559, "loss_box_reg": 0.20134729146957397, "loss_cls": 0.15975936828181148, "loss_mask": 0.22988889459520578, "loss_rpn_cls": 0.027859076508320868, "loss_rpn_loc": 0.059011399280279875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972536683062453, "mask_rcnn/false_negative": 0.08734950342408998, "mask_rcnn/false_positive": 0.10831521868170649, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9682081583887339, "total_loss": 0.6883815912442515}
{"data_time": 0.01623199274763465, "eta_seconds": 77112.07663052715, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.286717630195891, "fast_rcnn/fg_cls_accuracy": 0.6655143935818782, "iteration": 192579, "loss_box_reg": 0.20091654267162085, "loss_cls": 0.17722539836540818, "loss_mask": 0.2267723809927702, "loss_rpn_cls": 0.02318488497985527, "loss_rpn_loc": 0.07176849816460162, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988376473038194, "mask_rcnn/false_negative": 0.0996662010899599, "mask_rcnn/false_positive": 0.10861452519085454, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9689286868087947, "total_loss": 0.7110066252062097}
{"data_time": 0.013704634737223387, "eta_seconds": 77073.17434446886, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2531644335225167, "fast_rcnn/fg_cls_accuracy": 0.7228829284750338, "iteration": 192599, "loss_box_reg": 0.20200811978429556, "loss_cls": 0.16559741739183664, "loss_mask": 0.2221221700310707, "loss_rpn_cls": 0.02898762736003846, "loss_rpn_loc": 0.06277945172041655, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062325958638455, "mask_rcnn/false_negative": 0.0778877898996061, "mask_rcnn/false_positive": 0.10958713683873283, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0063048000447452, "total_loss": 0.6734751228359528}
{"data_time": 0.014999204315245152, "eta_seconds": 77015.40821094997, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2441667921119976, "fast_rcnn/fg_cls_accuracy": 0.7375305853566723, "iteration": 192619, "loss_box_reg": 0.20280211232602596, "loss_cls": 0.1640285977628082, "loss_mask": 0.2266235314309597, "loss_rpn_cls": 0.02924690768122673, "loss_rpn_loc": 0.06136217538733035, "lr": 0.0001, "mask_rcnn/accuracy": 0.9157543549509073, "mask_rcnn/false_negative": 0.08007025703948281, "mask_rcnn/false_positive": 0.10149260631105028, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9955201908014715, "total_loss": 0.678331311326474}
{"data_time": 0.013204926624894142, "eta_seconds": 76948.99995930493, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.29596853490658803, "fast_rcnn/fg_cls_accuracy": 0.6666483757682178, "iteration": 192639, "loss_box_reg": 0.21975244767963886, "loss_cls": 0.1636062627658248, "loss_mask": 0.2236417457461357, "loss_rpn_cls": 0.028241926920600235, "loss_rpn_loc": 0.06954369531013072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981846656740385, "mask_rcnn/false_negative": 0.0924064120842753, "mask_rcnn/false_positive": 0.11413979340839024, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9988367059268057, "total_loss": 0.6818757996079512}
{"data_time": 0.02590554067865014, "eta_seconds": 76787.8337532375, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23698880111988802, "fast_rcnn/fg_cls_accuracy": 0.7461565790323623, "iteration": 192659, "loss_box_reg": 0.20256263948976994, "loss_cls": 0.17243325430899858, "loss_mask": 0.2296306248754263, "loss_rpn_cls": 0.03481323644518852, "loss_rpn_loc": 0.05936301196925342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963940473728194, "mask_rcnn/false_negative": 0.08949179246555897, "mask_rcnn/false_positive": 0.1004820243953531, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9835219387896359, "total_loss": 0.7218238390050828}
{"data_time": 0.022052403073757887, "eta_seconds": 76785.78450927511, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28723555211558305, "fast_rcnn/fg_cls_accuracy": 0.6762564275794768, "iteration": 192679, "loss_box_reg": 0.20672039035707712, "loss_cls": 0.17378527205437422, "loss_mask": 0.23063318990170956, "loss_rpn_cls": 0.026636478025466204, "loss_rpn_loc": 0.06740016117691994, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930318198171991, "mask_rcnn/false_negative": 0.08350518353283656, "mask_rcnn/false_positive": 0.12874229270759513, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9975406662560999, "total_loss": 0.7081181302201003}
{"data_time": 0.0199847724288702, "eta_seconds": 76840.94652207568, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2701676239596765, "fast_rcnn/fg_cls_accuracy": 0.6853894335511983, "iteration": 192699, "loss_box_reg": 0.22593324817717075, "loss_cls": 0.18454890325665474, "loss_mask": 0.23141471110284328, "loss_rpn_cls": 0.03679729229770601, "loss_rpn_loc": 0.07933385670185089, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068354174690625, "mask_rcnn/false_negative": 0.08188921485712242, "mask_rcnn/false_positive": 0.10739479334073987, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0036662141792476, "total_loss": 0.771934368647635}
{"data_time": 0.015978519339114428, "eta_seconds": 76845.31801186502, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2903981264637002, "fast_rcnn/fg_cls_accuracy": 0.6884341068767298, "iteration": 192719, "loss_box_reg": 0.20302389096468687, "loss_cls": 0.1627634149044752, "loss_mask": 0.2146048489958048, "loss_rpn_cls": 0.03386586415581405, "loss_rpn_loc": 0.07763339020311832, "lr": 0.0001, "mask_rcnn/accuracy": 0.9080617783201644, "mask_rcnn/false_negative": 0.08352695605026798, "mask_rcnn/false_positive": 0.09790630167854922, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0138408322818577, "total_loss": 0.6946700941771269}
{"data_time": 0.012994606513530016, "eta_seconds": 76771.0215682257, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29856609230027714, "fast_rcnn/fg_cls_accuracy": 0.6643511396179973, "iteration": 192739, "loss_box_reg": 0.20230401679873466, "loss_cls": 0.16410327702760696, "loss_mask": 0.2239039670675993, "loss_rpn_cls": 0.033733006683178246, "loss_rpn_loc": 0.06810465874150395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8886329605953054, "mask_rcnn/false_negative": 0.10166540386733941, "mask_rcnn/false_positive": 0.10609947283933802, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9829797893762589, "total_loss": 0.7087172451429069}
{"data_time": 0.022236059419810772, "eta_seconds": 76688.5476997681, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2681650085941976, "fast_rcnn/fg_cls_accuracy": 0.7177445114030792, "iteration": 192759, "loss_box_reg": 0.21588192135095596, "loss_cls": 0.17431635968387127, "loss_mask": 0.23687053099274635, "loss_rpn_cls": 0.03494243917521089, "loss_rpn_loc": 0.08236236777156591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976199212561737, "mask_rcnn/false_negative": 0.09062444450899378, "mask_rcnn/false_positive": 0.1152865774329544, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9788311030715704, "total_loss": 0.7461628913879395}
{"data_time": 0.022140739019960165, "eta_seconds": 76686.47542429157, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27314763844544754, "fast_rcnn/fg_cls_accuracy": 0.7074957145083373, "iteration": 192779, "loss_box_reg": 0.20359326526522636, "loss_cls": 0.15742455422878265, "loss_mask": 0.22454520128667355, "loss_rpn_cls": 0.026591782923787832, "loss_rpn_loc": 0.06082596955820918, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071814074361628, "mask_rcnn/false_negative": 0.09248599671420622, "mask_rcnn/false_positive": 0.11333821112843648, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0416270694695413, "total_loss": 0.6467779219092336}
{"data_time": 0.01517678378149867, "eta_seconds": 76744.09531671554, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27974520804114067, "fast_rcnn/fg_cls_accuracy": 0.6917299177735611, "iteration": 192799, "loss_box_reg": 0.21212636306881905, "loss_cls": 0.16943960264325142, "loss_mask": 0.22239469923079014, "loss_rpn_cls": 0.03168993262806907, "loss_rpn_loc": 0.07034798129461706, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088666930248444, "mask_rcnn/false_negative": 0.08013231039057742, "mask_rcnn/false_positive": 0.11061999583482354, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9755612704902887, "total_loss": 0.7350691718165763}
{"data_time": 0.016827264335006475, "eta_seconds": 76691.52788811363, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2587144227694276, "fast_rcnn/fg_cls_accuracy": 0.6915981082811962, "iteration": 192819, "loss_box_reg": 0.19996523763984442, "loss_cls": 0.16506791859865189, "loss_mask": 0.2299600075930357, "loss_rpn_cls": 0.0287546789040789, "loss_rpn_loc": 0.06802143761888146, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007763558862376, "mask_rcnn/false_negative": 0.09386990931083167, "mask_rcnn/false_positive": 0.10467192679173457, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9817761988379061, "total_loss": 0.7028440843569115}
{"data_time": 0.016131151001900434, "eta_seconds": 76704.33153675869, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2918776306960288, "fast_rcnn/fg_cls_accuracy": 0.6860723537998238, "iteration": 192839, "loss_box_reg": 0.21640611812472343, "loss_cls": 0.17769150901585817, "loss_mask": 0.2375587858259678, "loss_rpn_cls": 0.03399052482564002, "loss_rpn_loc": 0.0750976363196969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960914336335988, "mask_rcnn/false_negative": 0.09127857044915125, "mask_rcnn/false_positive": 0.11609102201290089, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0037334254011512, "total_loss": 0.7589538773754612}
{"data_time": 0.015797394327819347, "eta_seconds": 76629.522567112, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25316639700677523, "fast_rcnn/fg_cls_accuracy": 0.7007570770243581, "iteration": 192859, "loss_box_reg": 0.2272109668701887, "loss_cls": 0.18484240164980292, "loss_mask": 0.22706986591219902, "loss_rpn_cls": 0.034258128609508276, "loss_rpn_loc": 0.0708256964571774, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001270862917281, "mask_rcnn/false_negative": 0.08913861929540977, "mask_rcnn/false_positive": 0.10365719858305325, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9848572742193937, "total_loss": 0.7567919847788289}
{"data_time": 0.015690396074205637, "eta_seconds": 76576.2859980762, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2970465506036871, "fast_rcnn/fg_cls_accuracy": 0.6717962309262537, "iteration": 192879, "loss_box_reg": 0.21250164322555065, "loss_cls": 0.17882680520415306, "loss_mask": 0.23396876826882362, "loss_rpn_cls": 0.031343415001174435, "loss_rpn_loc": 0.06460569752380252, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949108464629375, "mask_rcnn/false_negative": 0.10082720210833253, "mask_rcnn/false_positive": 0.11338084828010793, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9630607799626887, "total_loss": 0.7195037133060396}
{"data_time": 0.013430109713226557, "eta_seconds": 76644.68586682342, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2913270637408568, "fast_rcnn/fg_cls_accuracy": 0.6905747126436782, "iteration": 192899, "loss_box_reg": 0.2077980861067772, "loss_cls": 0.16855201590806246, "loss_mask": 0.23598205484449863, "loss_rpn_cls": 0.032824823167175055, "loss_rpn_loc": 0.06421712320297956, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023262419516302, "mask_rcnn/false_negative": 0.09021286716296942, "mask_rcnn/false_positive": 0.10909842058370277, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9991954765282571, "total_loss": 0.716908419621177}
{"data_time": 0.021534433588385582, "eta_seconds": 76624.803976845, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.32588448790437485, "fast_rcnn/fg_cls_accuracy": 0.6637564982737411, "iteration": 192919, "loss_box_reg": 0.22253195382654667, "loss_cls": 0.18298095278441906, "loss_mask": 0.24067206867039204, "loss_rpn_cls": 0.033052596962079406, "loss_rpn_loc": 0.07024761126376688, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959216023365868, "mask_rcnn/false_negative": 0.10124617991658039, "mask_rcnn/false_positive": 0.11586671316388075, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9851137595251203, "total_loss": 0.7305733059765771}
{"data_time": 0.018659358844161034, "eta_seconds": 76550.05197072402, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2708208955223881, "fast_rcnn/fg_cls_accuracy": 0.6664262493858906, "iteration": 192939, "loss_box_reg": 0.20510692708194256, "loss_cls": 0.1567226629704237, "loss_mask": 0.22411148436367512, "loss_rpn_cls": 0.02882500016130507, "loss_rpn_loc": 0.07014114002231508, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052992646566618, "mask_rcnn/false_negative": 0.08716463170061711, "mask_rcnn/false_positive": 0.10315856494041167, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.983196044806391, "total_loss": 0.6889180544530973}
{"data_time": 0.02473239228129387, "eta_seconds": 76552.41394791752, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27257589342897404, "fast_rcnn/fg_cls_accuracy": 0.6850193418472789, "iteration": 192959, "loss_box_reg": 0.2155165709555149, "loss_cls": 0.16879970952868462, "loss_mask": 0.23424389399588108, "loss_rpn_cls": 0.02800132444826886, "loss_rpn_loc": 0.0670199291780591, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056946880063625, "mask_rcnn/false_negative": 0.08736068444928707, "mask_rcnn/false_positive": 0.1038022115853203, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0084733897820115, "total_loss": 0.7480211817892268}
{"data_time": 0.018068889155983925, "eta_seconds": 76510.31667253003, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.274910394265233, "fast_rcnn/fg_cls_accuracy": 0.7108773234200743, "iteration": 192979, "loss_box_reg": 0.21466106222942472, "loss_cls": 0.17242990899831057, "loss_mask": 0.23621339350938797, "loss_rpn_cls": 0.032868252601474524, "loss_rpn_loc": 0.07169131468981504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055805060054638, "mask_rcnn/false_negative": 0.09446874677167541, "mask_rcnn/false_positive": 0.09941468408892537, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.003143034875393, "total_loss": 0.7398783666430973}
{"data_time": 0.01935450965538621, "eta_seconds": 76601.82575508952, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27858271608149676, "fast_rcnn/fg_cls_accuracy": 0.6986765585588919, "iteration": 192999, "loss_box_reg": 0.21107717603445053, "loss_cls": 0.1799471750855446, "loss_mask": 0.2309529222548008, "loss_rpn_cls": 0.03134296997450292, "loss_rpn_loc": 0.060129567980766296, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016628793490931, "mask_rcnn/false_negative": 0.0906938286627206, "mask_rcnn/false_positive": 0.10353287570531819, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9951535654254258, "total_loss": 0.7264638913038652}
{"data_time": 0.017047866713255644, "eta_seconds": 76659.87220865674, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.3359018643992737, "fast_rcnn/fg_cls_accuracy": 0.6451508113112544, "iteration": 193019, "loss_box_reg": 0.21747021190822124, "loss_cls": 0.17150269448757172, "loss_mask": 0.22117914073169231, "loss_rpn_cls": 0.033970641263294965, "loss_rpn_loc": 0.08268594462424517, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058708095474737, "mask_rcnn/false_negative": 0.07655785654714659, "mask_rcnn/false_positive": 0.11344690282858357, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.001158244907856, "total_loss": 0.7538479290087707}
{"data_time": 0.01922180922701955, "eta_seconds": 76682.26005002856, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2712343177744877, "fast_rcnn/fg_cls_accuracy": 0.6995887691435054, "iteration": 193039, "loss_box_reg": 0.21729975566267967, "loss_cls": 0.1755668679252267, "loss_mask": 0.24030612967908382, "loss_rpn_cls": 0.03353907004930079, "loss_rpn_loc": 0.08797215823142324, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007534641662354, "mask_rcnn/false_negative": 0.08279297103629463, "mask_rcnn/false_positive": 0.11431564458084412, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9905915572308004, "total_loss": 0.7525005935458466}
{"data_time": 0.016350748017430305, "eta_seconds": 76611.97829565033, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2908651498877063, "fast_rcnn/fg_cls_accuracy": 0.6763157894736842, "iteration": 193059, "loss_box_reg": 0.21586737595498562, "loss_cls": 0.1732672629877925, "loss_mask": 0.23600417375564575, "loss_rpn_cls": 0.03294542687945068, "loss_rpn_loc": 0.06723454035818577, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006957328385901, "mask_rcnn/false_negative": 0.09081065098745382, "mask_rcnn/false_positive": 0.10062462829744567, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9929252662695944, "total_loss": 0.7527779843076132}
{"data_time": 0.015865415800362825, "eta_seconds": 76522.2394426167, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.25789238365537887, "fast_rcnn/fg_cls_accuracy": 0.7196998036098382, "iteration": 193079, "loss_box_reg": 0.2092170100659132, "loss_cls": 0.16197774931788445, "loss_mask": 0.22957678325474262, "loss_rpn_cls": 0.030903529259376228, "loss_rpn_loc": 0.07256540702655911, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019467713096394, "mask_rcnn/false_negative": 0.10145258033860804, "mask_rcnn/false_positive": 0.09294247279172946, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.984145684633404, "total_loss": 0.7165332199074328}
{"data_time": 0.015045268461108208, "eta_seconds": 76586.25710573979, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.27862127137489456, "fast_rcnn/fg_cls_accuracy": 0.690399509240089, "iteration": 193099, "loss_box_reg": 0.20108796190470457, "loss_cls": 0.1737631787545979, "loss_mask": 0.2358300071209669, "loss_rpn_cls": 0.0342618195572868, "loss_rpn_loc": 0.06809101020917296, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037692475398202, "mask_rcnn/false_negative": 0.08865095404590452, "mask_rcnn/false_positive": 0.10654367559741926, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0110525293275714, "total_loss": 0.7174886366119608}
{"data_time": 0.012294788379222155, "eta_seconds": 76581.454625763, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.31314122426495905, "fast_rcnn/fg_cls_accuracy": 0.6565714650821034, "iteration": 193119, "loss_box_reg": 0.2056713066995144, "loss_cls": 0.16552766878157854, "loss_mask": 0.22950666211545467, "loss_rpn_cls": 0.031872011721134186, "loss_rpn_loc": 0.07209062948822975, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933355309777886, "mask_rcnn/false_negative": 0.09279171976779232, "mask_rcnn/false_positive": 0.1176966566085905, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.997305384837091, "total_loss": 0.7333618470001966}
{"data_time": 0.019019424449652433, "eta_seconds": 76628.17115217447, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2816206850593096, "fast_rcnn/fg_cls_accuracy": 0.704535729567822, "iteration": 193139, "loss_box_reg": 0.22580385766923428, "loss_cls": 0.16530707012861967, "loss_mask": 0.24749001301825047, "loss_rpn_cls": 0.028059502772521228, "loss_rpn_loc": 0.07766587799414992, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973736579247634, "mask_rcnn/false_negative": 0.09035774261084083, "mask_rcnn/false_positive": 0.11091250626191457, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0024440656416118, "total_loss": 0.7612171676009893}
{"data_time": 0.014677698258310556, "eta_seconds": 76578.32383329049, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3573692992213571, "fast_rcnn/fg_cls_accuracy": 0.6108406538116348, "iteration": 193159, "loss_box_reg": 0.22053186735138297, "loss_cls": 0.17040097527205944, "loss_mask": 0.2387319877743721, "loss_rpn_cls": 0.030747451586648822, "loss_rpn_loc": 0.06887567637022585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972421334737325, "mask_rcnn/false_negative": 0.0949127591206928, "mask_rcnn/false_positive": 0.11405328885383247, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9609180362895131, "total_loss": 0.740437694999855}
{"data_time": 0.014242409262806177, "eta_seconds": 76652.11992452852, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2764543700027571, "fast_rcnn/fg_cls_accuracy": 0.7182705340200597, "iteration": 193179, "loss_box_reg": 0.21544194221496582, "loss_cls": 0.17436213791370392, "loss_mask": 0.23298276029527187, "loss_rpn_cls": 0.030740543152205646, "loss_rpn_loc": 0.0627004278358072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8898298425915995, "mask_rcnn/false_negative": 0.0962287747050943, "mask_rcnn/false_positive": 0.1203092676458897, "roi_head/num_bg_samples": 458.875, "roi_head/num_fg_samples": 53.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0314356749877334, "total_loss": 0.7353132555726916}
{"data_time": 0.014453205280005932, "eta_seconds": 76679.01638746262, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.26159754224270354, "fast_rcnn/fg_cls_accuracy": 0.7299065928098186, "iteration": 193199, "loss_box_reg": 0.23372719436883926, "loss_cls": 0.19793572835624218, "loss_mask": 0.23584500886499882, "loss_rpn_cls": 0.028312674956396222, "loss_rpn_loc": 0.07209540484473109, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008048776528877, "mask_rcnn/false_negative": 0.0929516680771019, "mask_rcnn/false_positive": 0.10994351189510315, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9991833851672709, "total_loss": 0.7693484961055219}
{"data_time": 0.01689227158203721, "eta_seconds": 76636.982101053, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24908227848101266, "fast_rcnn/fg_cls_accuracy": 0.7034051724137931, "iteration": 193219, "loss_box_reg": 0.21066737454384565, "loss_cls": 0.16668002028018236, "loss_mask": 0.2386618684977293, "loss_rpn_cls": 0.027984906220808625, "loss_rpn_loc": 0.07036579528357834, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049567994061325, "mask_rcnn/false_negative": 0.09217852906854997, "mask_rcnn/false_positive": 0.10574111623569421, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9939442183822393, "total_loss": 0.7165677335578948}
{"data_time": 0.014262739568948746, "eta_seconds": 76617.01935499907, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.29327619507484304, "fast_rcnn/fg_cls_accuracy": 0.679774720893142, "iteration": 193239, "loss_box_reg": 0.2260149698704481, "loss_cls": 0.17189066857099533, "loss_mask": 0.23084149323403835, "loss_rpn_cls": 0.03651599527802318, "loss_rpn_loc": 0.07180783338844776, "lr": 0.0001, "mask_rcnn/accuracy": 0.9094205927836192, "mask_rcnn/false_negative": 0.08282527589888855, "mask_rcnn/false_positive": 0.11418546640714328, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.010801065247506, "total_loss": 0.7689091309148353}
{"data_time": 0.019475574605166912, "eta_seconds": 76635.88205586188, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.22187609687609688, "fast_rcnn/fg_cls_accuracy": 0.7508389261744967, "iteration": 193259, "loss_box_reg": 0.21191941667348146, "loss_cls": 0.16687716357409954, "loss_mask": 0.2266204059123993, "loss_rpn_cls": 0.030714189633727074, "loss_rpn_loc": 0.07637479552067816, "lr": 0.0001, "mask_rcnn/accuracy": 0.9117646953605512, "mask_rcnn/false_negative": 0.07698765068783181, "mask_rcnn/false_positive": 0.10296081353612002, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9944304507225752, "total_loss": 0.7077234253520146}
{"data_time": 0.018058548215776682, "eta_seconds": 76552.33846146613, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.28715570637849236, "fast_rcnn/fg_cls_accuracy": 0.6773112150764364, "iteration": 193279, "loss_box_reg": 0.19307714980095625, "loss_cls": 0.1600792445242405, "loss_mask": 0.23017803207039833, "loss_rpn_cls": 0.030426175333559513, "loss_rpn_loc": 0.07238242751918733, "lr": 0.0001, "mask_rcnn/accuracy": 0.9098939310499246, "mask_rcnn/false_negative": 0.08167751697945572, "mask_rcnn/false_positive": 0.09960041120944349, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0005208319053054, "total_loss": 0.6801199777983129}
{"data_time": 0.01618162775412202, "eta_seconds": 76501.53371184133, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2888201743142784, "fast_rcnn/fg_cls_accuracy": 0.6833902047370534, "iteration": 193299, "loss_box_reg": 0.2019180990755558, "loss_cls": 0.16216552956029773, "loss_mask": 0.23963158577680588, "loss_rpn_cls": 0.031897073378786445, "loss_rpn_loc": 0.07807341916486621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8861544311193761, "mask_rcnn/false_negative": 0.10534242738505424, "mask_rcnn/false_positive": 0.12670773155704274, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.967654500156641, "total_loss": 0.7321581202559173}
{"data_time": 0.018430435564368963, "eta_seconds": 76448.71407687664, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.30203488372093024, "fast_rcnn/fg_cls_accuracy": 0.651453488372093, "iteration": 193319, "loss_box_reg": 0.21634197048842907, "loss_cls": 0.16827434953302145, "loss_mask": 0.24222593940794468, "loss_rpn_cls": 0.03165692661423236, "loss_rpn_loc": 0.0739615629427135, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900820168906072, "mask_rcnn/false_negative": 0.09053727536153816, "mask_rcnn/false_positive": 0.1246390174291399, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9918745611794293, "total_loss": 0.7483122653793544}
{"data_time": 0.019609961193054914, "eta_seconds": 76453.09210283682, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.27203989703989706, "fast_rcnn/fg_cls_accuracy": 0.7131595881595881, "iteration": 193339, "loss_box_reg": 0.1969188954681158, "loss_cls": 0.16182934306561947, "loss_mask": 0.2311440445482731, "loss_rpn_cls": 0.02428910124581307, "loss_rpn_loc": 0.06016653124243021, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994050851633171, "mask_rcnn/false_negative": 0.09218664302244009, "mask_rcnn/false_positive": 0.10762605692591384, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.025304693263024, "total_loss": 0.6839324657921679}
{"data_time": 0.01630654511973262, "eta_seconds": 76433.14608350396, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2704154002026342, "fast_rcnn/fg_cls_accuracy": 0.6888882888720884, "iteration": 193359, "loss_box_reg": 0.19868316408246756, "loss_cls": 0.17290594335645437, "loss_mask": 0.21830629371106625, "loss_rpn_cls": 0.027211936132516712, "loss_rpn_loc": 0.06451285444200039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997355368336613, "mask_rcnn/false_negative": 0.08074145507959203, "mask_rcnn/false_positive": 0.11653550621134899, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0255069634877145, "total_loss": 0.6864036181941628}
{"data_time": 0.01630692696198821, "eta_seconds": 76377.25750012323, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2827740021694375, "fast_rcnn/fg_cls_accuracy": 0.7142579127081011, "iteration": 193379, "loss_box_reg": 0.21056408621370792, "loss_cls": 0.17363508511334658, "loss_mask": 0.23707404732704163, "loss_rpn_cls": 0.028636911185458302, "loss_rpn_loc": 0.07568994979374111, "lr": 0.0001, "mask_rcnn/accuracy": 0.8832428693986114, "mask_rcnn/false_negative": 0.10622248282000007, "mask_rcnn/false_positive": 0.1147994634321225, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9689088729210198, "total_loss": 0.7253033963497728}
{"data_time": 0.02584404358640313, "eta_seconds": 76368.95537674427, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2809390759165872, "fast_rcnn/fg_cls_accuracy": 0.6937860910707201, "iteration": 193399, "loss_box_reg": 0.19733498618006706, "loss_cls": 0.163752106949687, "loss_mask": 0.23218337632715702, "loss_rpn_cls": 0.03566812752978876, "loss_rpn_loc": 0.07103924942202866, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071256832427295, "mask_rcnn/false_negative": 0.0834975833408982, "mask_rcnn/false_positive": 0.09674637754709631, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9844818455167115, "total_loss": 0.7174835068290122}
{"data_time": 0.019486322067677975, "eta_seconds": 76337.38422552124, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3153641613693963, "fast_rcnn/fg_cls_accuracy": 0.6702127659574468, "iteration": 193419, "loss_box_reg": 0.20570608228445053, "loss_cls": 0.175279188901186, "loss_mask": 0.22301475144922733, "loss_rpn_cls": 0.02883536252193153, "loss_rpn_loc": 0.06204547977540642, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945317941831532, "mask_rcnn/false_negative": 0.09764867848902604, "mask_rcnn/false_positive": 0.11633205595021373, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.023459785617888, "total_loss": 0.7264979417668656}
{"data_time": 0.022949380800127983, "eta_seconds": 76262.69727040082, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2617159336697909, "fast_rcnn/fg_cls_accuracy": 0.6981096305925685, "iteration": 193439, "loss_box_reg": 0.20213636197149754, "loss_cls": 0.15538206603378057, "loss_mask": 0.2149043045938015, "loss_rpn_cls": 0.03157344844657928, "loss_rpn_loc": 0.062162384390830994, "lr": 0.0001, "mask_rcnn/accuracy": 0.904360573720626, "mask_rcnn/false_negative": 0.08573408647187077, "mask_rcnn/false_positive": 0.10338190303732295, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9692766778171062, "total_loss": 0.7050565250683576}
{"data_time": 0.015228359494358301, "eta_seconds": 76242.77493569069, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2926486318622546, "fast_rcnn/fg_cls_accuracy": 0.6786330549991075, "iteration": 193459, "loss_box_reg": 0.2234486136585474, "loss_cls": 0.18431253265589476, "loss_mask": 0.23532957769930363, "loss_rpn_cls": 0.04095500288531184, "loss_rpn_loc": 0.07394316839054227, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066131768309635, "mask_rcnn/false_negative": 0.08719610909319414, "mask_rcnn/false_positive": 0.11095125480930915, "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": 0.9866849216632545, "total_loss": 0.7823769509559497}
{"data_time": 0.018402960151433945, "eta_seconds": 76269.98642930761, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2676046819668586, "fast_rcnn/fg_cls_accuracy": 0.6876555023923445, "iteration": 193479, "loss_box_reg": 0.2009757487103343, "loss_cls": 0.1742143826559186, "loss_mask": 0.22924242727458477, "loss_rpn_cls": 0.03339092747773975, "loss_rpn_loc": 0.08120717364363372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994438484933603, "mask_rcnn/false_negative": 0.09433817592666133, "mask_rcnn/false_positive": 0.10653086543226624, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0360407656989992, "total_loss": 0.7314310516230762}
{"data_time": 0.012234521564096212, "eta_seconds": 76240.9594450146, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.302555195306469, "fast_rcnn/fg_cls_accuracy": 0.6843673430549277, "iteration": 193499, "loss_box_reg": 0.21333527006208897, "loss_cls": 0.18161653727293015, "loss_mask": 0.2306599747389555, "loss_rpn_cls": 0.03184217447414994, "loss_rpn_loc": 0.06152323493734002, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022361782636115, "mask_rcnn/false_negative": 0.08687534876685458, "mask_rcnn/false_positive": 0.10802095486307595, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9890256365761161, "total_loss": 0.7210409269900993}
{"data_time": 0.013705891091376543, "eta_seconds": 76213.19459483027, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2544494270054808, "fast_rcnn/fg_cls_accuracy": 0.7075224292615597, "iteration": 193519, "loss_box_reg": 0.20509418100118637, "loss_cls": 0.167648795992136, "loss_mask": 0.22932537831366062, "loss_rpn_cls": 0.028897024574689567, "loss_rpn_loc": 0.07029215875081718, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071098681565755, "mask_rcnn/false_negative": 0.07842079869226334, "mask_rcnn/false_positive": 0.1105646562198526, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9997621830552816, "total_loss": 0.6966940721031278}
{"data_time": 0.014597530476748943, "eta_seconds": 76210.18246713094, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.25947834187238006, "fast_rcnn/fg_cls_accuracy": 0.7277893458268263, "iteration": 193539, "loss_box_reg": 0.21021156944334507, "loss_cls": 0.16863193735480309, "loss_mask": 0.23062651045620441, "loss_rpn_cls": 0.03128053748514503, "loss_rpn_loc": 0.08488546079024673, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929293623288131, "mask_rcnn/false_negative": 0.09225491180251907, "mask_rcnn/false_positive": 0.12767792511113957, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0054141264408827, "total_loss": 0.747540116077289}
{"data_time": 0.014110805001109838, "eta_seconds": 76197.82776441425, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2712419327801525, "fast_rcnn/fg_cls_accuracy": 0.6974814613854223, "iteration": 193559, "loss_box_reg": 0.20434290170669556, "loss_cls": 0.1654542200267315, "loss_mask": 0.22053823992609978, "loss_rpn_cls": 0.031099768937565386, "loss_rpn_loc": 0.07107422221451998, "lr": 0.0001, "mask_rcnn/accuracy": 0.904970313679494, "mask_rcnn/false_negative": 0.08572775722226098, "mask_rcnn/false_positive": 0.10501221179824566, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9845185126177967, "total_loss": 0.6880589039064944}
{"data_time": 0.021281674969941378, "eta_seconds": 76229.17917705141, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.26228334049563096, "fast_rcnn/fg_cls_accuracy": 0.6879477202434401, "iteration": 193579, "loss_box_reg": 0.23401908483356237, "loss_cls": 0.183552460744977, "loss_mask": 0.24088635109364986, "loss_rpn_cls": 0.03426102583762258, "loss_rpn_loc": 0.06798235047608614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915243908877797, "mask_rcnn/false_negative": 0.09378601553842936, "mask_rcnn/false_positive": 0.11512105934263381, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0208007101900876, "total_loss": 0.7614722937578335}
{"data_time": 0.02589163277298212, "eta_seconds": 76209.22911707312, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25987849607380986, "fast_rcnn/fg_cls_accuracy": 0.7053979988528456, "iteration": 193599, "loss_box_reg": 0.2260551918298006, "loss_cls": 0.1719268336892128, "loss_mask": 0.229066651314497, "loss_rpn_cls": 0.033574918983504176, "loss_rpn_loc": 0.07290640706196427, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046434068654586, "mask_rcnn/false_negative": 0.08536891553378625, "mask_rcnn/false_positive": 0.10166855892965963, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9953079898841679, "total_loss": 0.7316918264841661}
{"data_time": 0.019869789481163025, "eta_seconds": 76166.92485275678, "fast_rcnn/cls_accuracy": 0.959228515625, "fast_rcnn/false_negative": 0.26594202898550723, "fast_rcnn/fg_cls_accuracy": 0.7112011637572735, "iteration": 193619, "loss_box_reg": 0.208559887483716, "loss_cls": 0.16509413998574018, "loss_mask": 0.24320786446332932, "loss_rpn_cls": 0.03508478030562401, "loss_rpn_loc": 0.06456300267018378, "lr": 0.0001, "mask_rcnn/accuracy": 0.8874559925368634, "mask_rcnn/false_negative": 0.10003250597931351, "mask_rcnn/false_positive": 0.11581133135386434, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9595462866127491, "total_loss": 0.7329632558394223}
{"data_time": 0.019918374251574278, "eta_seconds": 76146.98064619675, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2576574482918894, "fast_rcnn/fg_cls_accuracy": 0.7377652519893899, "iteration": 193639, "loss_box_reg": 0.22513629030436277, "loss_cls": 0.17064838856458664, "loss_mask": 0.23462536185979843, "loss_rpn_cls": 0.033836285467259586, "loss_rpn_loc": 0.08034909446723759, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944910325469004, "mask_rcnn/false_negative": 0.0890618310576339, "mask_rcnn/false_positive": 0.10850761205697299, "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": 1.001327462028712, "total_loss": 0.7456083436263725}
{"data_time": 0.014293954707682133, "eta_seconds": 76219.74102889188, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.27551457975986277, "fast_rcnn/fg_cls_accuracy": 0.6547169811320754, "iteration": 193659, "loss_box_reg": 0.23464812710881233, "loss_cls": 0.17781944572925568, "loss_mask": 0.2360396832227707, "loss_rpn_cls": 0.028563155326992273, "loss_rpn_loc": 0.06604807317489758, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025115791329861, "mask_rcnn/false_negative": 0.08405285097029377, "mask_rcnn/false_positive": 0.11729300973695048, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.023534644395113, "total_loss": 0.7770397298736498}
{"data_time": 0.018421463668346405, "eta_seconds": 76169.56824302673, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.348185976037487, "fast_rcnn/fg_cls_accuracy": 0.6122123490544543, "iteration": 193679, "loss_box_reg": 0.21663786470890045, "loss_cls": 0.17211498599499464, "loss_mask": 0.24229690432548523, "loss_rpn_cls": 0.030603856372181326, "loss_rpn_loc": 0.07831706991419196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8751400223438321, "mask_rcnn/false_negative": 0.10817302084328992, "mask_rcnn/false_positive": 0.1311164974928003, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9873729022219777, "total_loss": 0.7453539483249187}
{"data_time": 0.020810438320040703, "eta_seconds": 76149.6076643467, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28913636363636364, "fast_rcnn/fg_cls_accuracy": 0.6614983974358974, "iteration": 193699, "loss_box_reg": 0.21382696740329266, "loss_cls": 0.1781621053814888, "loss_mask": 0.23507881816476583, "loss_rpn_cls": 0.032921429723501205, "loss_rpn_loc": 0.09185680141672492, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995963836923658, "mask_rcnn/false_negative": 0.0844022520450766, "mask_rcnn/false_positive": 0.12475083241229584, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0143502592109144, "total_loss": 0.7774317254079506}
{"data_time": 0.01556832529604435, "eta_seconds": 76137.91344970465, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3009316164276656, "fast_rcnn/fg_cls_accuracy": 0.6856060606060606, "iteration": 193719, "loss_box_reg": 0.19940620753914118, "loss_cls": 0.17272654827684164, "loss_mask": 0.22434931620955467, "loss_rpn_cls": 0.03069551638327539, "loss_rpn_loc": 0.05549988243728876, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939773608321453, "mask_rcnn/false_negative": 0.08883300112360239, "mask_rcnn/false_positive": 0.1018791679050067, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0120245879516006, "total_loss": 0.7107804645784199}
{"data_time": 0.015124471858143806, "eta_seconds": 76162.19384327531, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.267707511829653, "fast_rcnn/fg_cls_accuracy": 0.7163631926317353, "iteration": 193739, "loss_box_reg": 0.2066257782280445, "loss_cls": 0.16569343023002148, "loss_mask": 0.23051762208342552, "loss_rpn_cls": 0.031340985908173025, "loss_rpn_loc": 0.09167657676152885, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022055314931727, "mask_rcnn/false_negative": 0.08747411181290003, "mask_rcnn/false_positive": 0.10316819022959921, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0121128102764487, "total_loss": 0.7310315978247672}
{"data_time": 0.021393468603491783, "eta_seconds": 76097.98795759678, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27421921623234535, "fast_rcnn/fg_cls_accuracy": 0.7155618964003512, "iteration": 193759, "loss_box_reg": 0.2034816825762391, "loss_cls": 0.1521019795909524, "loss_mask": 0.22563345916569233, "loss_rpn_cls": 0.029633126978296787, "loss_rpn_loc": 0.06716474401764572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963974107177894, "mask_rcnn/false_negative": 0.08797980081258837, "mask_rcnn/false_positive": 0.11809547439340362, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9549486911855638, "total_loss": 0.6665443363599479}
{"data_time": 0.020400010980665684, "eta_seconds": 76029.6785772685, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2860362066353583, "fast_rcnn/fg_cls_accuracy": 0.676233640849603, "iteration": 193779, "loss_box_reg": 0.1996479630470276, "loss_cls": 0.1656571188941598, "loss_mask": 0.23213525861501694, "loss_rpn_cls": 0.02755955292377621, "loss_rpn_loc": 0.06457508238963783, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955009551714463, "mask_rcnn/false_negative": 0.09871362947142465, "mask_rcnn/false_positive": 0.10545149299134787, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.003121661953628, "total_loss": 0.6847373956115916}
{"data_time": 0.015818377025425434, "eta_seconds": 76005.74469063431, "fast_rcnn/cls_accuracy": 0.923583984375, "fast_rcnn/false_negative": 0.308256291730868, "fast_rcnn/fg_cls_accuracy": 0.6436418646057775, "iteration": 193799, "loss_box_reg": 0.22048546932637691, "loss_cls": 0.1736415233463049, "loss_mask": 0.23913628794252872, "loss_rpn_cls": 0.030140960472635925, "loss_rpn_loc": 0.06685809965711087, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020388916623834, "mask_rcnn/false_negative": 0.08013634861527483, "mask_rcnn/false_positive": 0.11829002699771879, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9824183494783938, "total_loss": 0.7459768699482083}
{"data_time": 0.015687064733356237, "eta_seconds": 76038.09971943498, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.27656963470319634, "fast_rcnn/fg_cls_accuracy": 0.7058643958868895, "iteration": 193819, "loss_box_reg": 0.22328638285398483, "loss_cls": 0.1770545495674014, "loss_mask": 0.2339904699474573, "loss_rpn_cls": 0.030096637550741434, "loss_rpn_loc": 0.06031917280051857, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960804859925782, "mask_rcnn/false_negative": 0.09374910704693276, "mask_rcnn/false_positive": 0.11010530113728634, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0265973256900907, "total_loss": 0.726223478326574}
{"data_time": 0.01982834516093135, "eta_seconds": 76040.02458423376, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2555548589341693, "fast_rcnn/fg_cls_accuracy": 0.7098080428008702, "iteration": 193839, "loss_box_reg": 0.21374978870153427, "loss_cls": 0.1665866719558835, "loss_mask": 0.23199929296970367, "loss_rpn_cls": 0.0325570180430077, "loss_rpn_loc": 0.06915128452237695, "lr": 0.0001, "mask_rcnn/accuracy": 0.9096469399822608, "mask_rcnn/false_negative": 0.07783473706863045, "mask_rcnn/false_positive": 0.10227954614049864, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0153576014563441, "total_loss": 0.7343636068981141}
{"data_time": 0.027768339961767197, "eta_seconds": 76110.38136765361, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.28894347819748367, "fast_rcnn/fg_cls_accuracy": 0.6918227351916376, "iteration": 193859, "loss_box_reg": 0.20899515971541405, "loss_cls": 0.16699140146374702, "loss_mask": 0.2373515572398901, "loss_rpn_cls": 0.03343125153332949, "loss_rpn_loc": 0.07436434261035174, "lr": 0.0001, "mask_rcnn/accuracy": 0.906212624932671, "mask_rcnn/false_negative": 0.09265498126710228, "mask_rcnn/false_positive": 0.10593379592938901, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0206803302280605, "total_loss": 0.7221281121601351}
{"data_time": 0.02192180883139372, "eta_seconds": 76126.199139487, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.2967015163952132, "fast_rcnn/fg_cls_accuracy": 0.6756446319737459, "iteration": 193879, "loss_box_reg": 0.19819818064570427, "loss_cls": 0.16748663783073425, "loss_mask": 0.23189216665923595, "loss_rpn_cls": 0.03376843361184001, "loss_rpn_loc": 0.06961535080336034, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942107148325569, "mask_rcnn/false_negative": 0.09384365320954859, "mask_rcnn/false_positive": 0.12586959895004318, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.011158172506839, "total_loss": 0.7117687828140333}
{"data_time": 0.018894843757152557, "eta_seconds": 76115.67551451735, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2553397351200075, "fast_rcnn/fg_cls_accuracy": 0.7097261453408457, "iteration": 193899, "loss_box_reg": 0.22661584429442883, "loss_cls": 0.16972871217876673, "loss_mask": 0.23756478540599346, "loss_rpn_cls": 0.03510929294861853, "loss_rpn_loc": 0.0811779904179275, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964159110675267, "mask_rcnn/false_negative": 0.08790463621138263, "mask_rcnn/false_positive": 0.11763235061882879, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0163601450622082, "total_loss": 0.7425213344395161}
{"data_time": 0.021396799478679895, "eta_seconds": 76149.04634077102, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.24791708660888262, "fast_rcnn/fg_cls_accuracy": 0.7351065320998038, "iteration": 193919, "loss_box_reg": 0.19910633191466331, "loss_cls": 0.16145550273358822, "loss_mask": 0.2315170057117939, "loss_rpn_cls": 0.02705534698907286, "loss_rpn_loc": 0.0728561757132411, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936130509619421, "mask_rcnn/false_negative": 0.09017547277165934, "mask_rcnn/false_positive": 0.12527131333186625, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0197689961642027, "total_loss": 0.6900503671495244}
{"data_time": 0.019678885117173195, "eta_seconds": 76129.02818978764, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27175966288869513, "fast_rcnn/fg_cls_accuracy": 0.7060335898194732, "iteration": 193939, "loss_box_reg": 0.2086730021983385, "loss_cls": 0.18178715836256742, "loss_mask": 0.24062376096844673, "loss_rpn_cls": 0.032937736075837165, "loss_rpn_loc": 0.07684669853188097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894923799086403, "mask_rcnn/false_negative": 0.08468846865619302, "mask_rcnn/false_positive": 0.13662369751426784, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9586512772366405, "total_loss": 0.7566263482440263}
{"data_time": 0.021002041641622782, "eta_seconds": 76113.84657371789, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2693357916355489, "fast_rcnn/fg_cls_accuracy": 0.6943351746456868, "iteration": 193959, "loss_box_reg": 0.2513096611946821, "loss_cls": 0.16980927158147097, "loss_mask": 0.23432787507772446, "loss_rpn_cls": 0.03306399495340884, "loss_rpn_loc": 0.06664168008137494, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998445712665546, "mask_rcnn/false_negative": 0.08133617335985603, "mask_rcnn/false_positive": 0.11378793588007385, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0200598104856908, "total_loss": 0.7860669689544011}
{"data_time": 0.02344067534431815, "eta_seconds": 76118.87018778361, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2669587259602138, "fast_rcnn/fg_cls_accuracy": 0.7140004698144233, "iteration": 193979, "loss_box_reg": 0.20616210997104645, "loss_cls": 0.15743744280189276, "loss_mask": 0.23219439387321472, "loss_rpn_cls": 0.03426304610911757, "loss_rpn_loc": 0.07608987600542605, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995733574815208, "mask_rcnn/false_negative": 0.08599748490423895, "mask_rcnn/false_positive": 0.10877390207041765, "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": 1.0052997982129455, "total_loss": 0.713709858362563}
{"data_time": 0.02355469996109605, "eta_seconds": 76161.01402975619, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.27156208678927757, "fast_rcnn/fg_cls_accuracy": 0.7123135475025413, "iteration": 193999, "loss_box_reg": 0.2155401734635234, "loss_cls": 0.16377662494778633, "loss_mask": 0.2334153726696968, "loss_rpn_cls": 0.035834722919389606, "loss_rpn_loc": 0.06137521890923381, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064948536052988, "mask_rcnn/false_negative": 0.0800938525755046, "mask_rcnn/false_positive": 0.09952800507063236, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.05691300611943, "total_loss": 0.7034152990672737}
{"data_time": 0.014172281604260206, "eta_seconds": 76116.47452845238, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2856612685560054, "fast_rcnn/fg_cls_accuracy": 0.6963759320270504, "iteration": 194019, "loss_box_reg": 0.1951349936425686, "loss_cls": 0.16459880582988262, "loss_mask": 0.23489639908075333, "loss_rpn_cls": 0.03445666830521077, "loss_rpn_loc": 0.06684977374970913, "lr": 0.0001, "mask_rcnn/accuracy": 0.889723753413137, "mask_rcnn/false_negative": 0.08421910034665703, "mask_rcnn/false_positive": 0.1308945536823434, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9892468652687967, "total_loss": 0.678943436476402}
{"data_time": 0.015607248060405254, "eta_seconds": 76133.51493643597, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2757042253521127, "fast_rcnn/fg_cls_accuracy": 0.666178163927562, "iteration": 194039, "loss_box_reg": 0.1905635381117463, "loss_cls": 0.14437773451209068, "loss_mask": 0.22496828064322472, "loss_rpn_cls": 0.028156667307484895, "loss_rpn_loc": 0.059036394115537405, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030185539383507, "mask_rcnn/false_negative": 0.07721767165540183, "mask_rcnn/false_positive": 0.1142562184165546, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.026307761669159, "total_loss": 0.6514598162611946}
{"data_time": 0.017438842449337244, "eta_seconds": 76096.11558191478, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2586805555555556, "fast_rcnn/fg_cls_accuracy": 0.7126984126984127, "iteration": 194059, "loss_box_reg": 0.2109079211950302, "loss_cls": 0.16915141604840755, "loss_mask": 0.22955355793237686, "loss_rpn_cls": 0.03578716714400798, "loss_rpn_loc": 0.0675014826701954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023252856726577, "mask_rcnn/false_negative": 0.08036962785523413, "mask_rcnn/false_positive": 0.11629679928321679, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9853258258663118, "total_loss": 0.7446341859176755}
{"data_time": 0.01863045757636428, "eta_seconds": 76080.84454130381, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2886861313868613, "fast_rcnn/fg_cls_accuracy": 0.6928691746209994, "iteration": 194079, "loss_box_reg": 0.2354111336171627, "loss_cls": 0.17528273118659854, "loss_mask": 0.24550470896065235, "loss_rpn_cls": 0.03439099702518433, "loss_rpn_loc": 0.07314492715522647, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982332180183901, "mask_rcnn/false_negative": 0.09527035566499238, "mask_rcnn/false_positive": 0.11406047979132825, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9968964252620935, "total_loss": 0.7653111479012296}
{"data_time": 0.01753288134932518, "eta_seconds": 76056.03335089982, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2866624690043751, "fast_rcnn/fg_cls_accuracy": 0.6768289462764714, "iteration": 194099, "loss_box_reg": 0.2399599254131317, "loss_cls": 0.1900588497519493, "loss_mask": 0.24199984781444073, "loss_rpn_cls": 0.034685814869590104, "loss_rpn_loc": 0.08543262723833323, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902266797800216, "mask_rcnn/false_negative": 0.092105141492077, "mask_rcnn/false_positive": 0.11896964867135364, "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": 1.008497486822307, "total_loss": 0.8020330665167421}
{"data_time": 0.015163772739470005, "eta_seconds": 75948.86483093724, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2939164370982553, "fast_rcnn/fg_cls_accuracy": 0.6615143369175627, "iteration": 194119, "loss_box_reg": 0.1958861444145441, "loss_cls": 0.16088388301432133, "loss_mask": 0.23284496553242207, "loss_rpn_cls": 0.02712313213851303, "loss_rpn_loc": 0.06012172542978078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969378092145949, "mask_rcnn/false_negative": 0.0911115361083803, "mask_rcnn/false_positive": 0.10659736649225943, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9886246756650507, "total_loss": 0.6698273540532682}
{"data_time": 0.01250131567940116, "eta_seconds": 75878.87064985931, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2621539180057504, "fast_rcnn/fg_cls_accuracy": 0.7172520848125409, "iteration": 194139, "loss_box_reg": 0.2028924198821187, "loss_cls": 0.15832906123250723, "loss_mask": 0.24064655788242817, "loss_rpn_cls": 0.03163076168857515, "loss_rpn_loc": 0.0656109934207052, "lr": 0.0001, "mask_rcnn/accuracy": 0.8900989781409765, "mask_rcnn/false_negative": 0.10075505287717532, "mask_rcnn/false_positive": 0.11708500983358316, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9773622709326446, "total_loss": 0.6977650128537789}
{"data_time": 0.02465884992852807, "eta_seconds": 75887.89289206266, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3127368292384794, "fast_rcnn/fg_cls_accuracy": 0.6722517986601186, "iteration": 194159, "loss_box_reg": 0.2103578932583332, "loss_cls": 0.1758154658600688, "loss_mask": 0.2336521577090025, "loss_rpn_cls": 0.03309807740151882, "loss_rpn_loc": 0.08716819784604013, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987329152525262, "mask_rcnn/false_negative": 0.0997588409262749, "mask_rcnn/false_positive": 0.11493923439373711, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0099172294139862, "total_loss": 0.7328534632688388}
{"data_time": 0.024042850360274315, "eta_seconds": 75820.62619499862, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2695286195286195, "fast_rcnn/fg_cls_accuracy": 0.713948657070782, "iteration": 194179, "loss_box_reg": 0.2034564223140478, "loss_cls": 0.17280345782637596, "loss_mask": 0.23003309778869152, "loss_rpn_cls": 0.03374839836033061, "loss_rpn_loc": 0.08229801757261157, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089975388619611, "mask_rcnn/false_negative": 0.07962670856752305, "mask_rcnn/false_positive": 0.09984671252452086, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9693002658896148, "total_loss": 0.7091895117191598}
{"data_time": 0.014916847459971905, "eta_seconds": 75797.94690739363, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24843964826556147, "fast_rcnn/fg_cls_accuracy": 0.7106845878844141, "iteration": 194199, "loss_box_reg": 0.2069667475298047, "loss_cls": 0.16677995631471276, "loss_mask": 0.23034513927996159, "loss_rpn_cls": 0.027847045013913885, "loss_rpn_loc": 0.08342500822618604, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086612771540132, "mask_rcnn/false_negative": 0.08041999804759573, "mask_rcnn/false_positive": 0.10622620068580266, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9857717887498438, "total_loss": 0.7015595327247865}
{"data_time": 0.018511755391955376, "eta_seconds": 75777.94744910672, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.277475800446761, "fast_rcnn/fg_cls_accuracy": 0.7012443352023965, "iteration": 194219, "loss_box_reg": 0.21311697643250227, "loss_cls": 0.1676107943058014, "loss_mask": 0.2293667271733284, "loss_rpn_cls": 0.027983026346191764, "loss_rpn_loc": 0.06704990705475211, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060367156633642, "mask_rcnn/false_negative": 0.07970157973501546, "mask_rcnn/false_positive": 0.10287475656780934, "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": 0.992262149695307, "total_loss": 0.708692817366682}
{"data_time": 0.01773978630080819, "eta_seconds": 75754.03849810362, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29248366013071897, "fast_rcnn/fg_cls_accuracy": 0.6905398523045582, "iteration": 194239, "loss_box_reg": 0.21388911083340645, "loss_cls": 0.1747658448293805, "loss_mask": 0.23669864423573017, "loss_rpn_cls": 0.0324388372246176, "loss_rpn_loc": 0.09056646807584912, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020515185364086, "mask_rcnn/false_negative": 0.08739622294310286, "mask_rcnn/false_positive": 0.09398718724873403, "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": 1.0054172123782337, "total_loss": 0.7591867914889008}
{"data_time": 0.016543611884117126, "eta_seconds": 75734.93118314072, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.29868496283590623, "fast_rcnn/fg_cls_accuracy": 0.6937229437229437, "iteration": 194259, "loss_box_reg": 0.20346853137016296, "loss_cls": 0.16607285663485527, "loss_mask": 0.2307881861925125, "loss_rpn_cls": 0.02911353565286845, "loss_rpn_loc": 0.06362318876199424, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953686752840369, "mask_rcnn/false_negative": 0.08960010585877534, "mask_rcnn/false_positive": 0.12170633362459266, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9955223519355059, "total_loss": 0.6804254836170003}
{"data_time": 0.015803728252649307, "eta_seconds": 75690.07720269263, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.27127185415228894, "fast_rcnn/fg_cls_accuracy": 0.6790346648301193, "iteration": 194279, "loss_box_reg": 0.2297652456909418, "loss_cls": 0.18339439388364553, "loss_mask": 0.24605634063482285, "loss_rpn_cls": 0.038883996196091175, "loss_rpn_loc": 0.07995340693742037, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923747683519319, "mask_rcnn/false_negative": 0.10078591757424715, "mask_rcnn/false_positive": 0.10826285563715493, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.9928267966024578, "total_loss": 0.7980663641355932}
{"data_time": 0.01501333573833108, "eta_seconds": 75607.95521968976, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.33610144927536234, "fast_rcnn/fg_cls_accuracy": 0.6384615384615384, "iteration": 194299, "loss_box_reg": 0.21294358372688293, "loss_cls": 0.1588469808921218, "loss_mask": 0.23658617958426476, "loss_rpn_cls": 0.028884826228022575, "loss_rpn_loc": 0.05991424690000713, "lr": 0.0001, "mask_rcnn/accuracy": 0.892499548870794, "mask_rcnn/false_negative": 0.08129722989868951, "mask_rcnn/false_positive": 0.12499996052200003, "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": 0.9678320125676692, "total_loss": 0.715702026616782}
{"data_time": 0.014514236710965633, "eta_seconds": 75626.60852521658, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26022455186695137, "fast_rcnn/fg_cls_accuracy": 0.7127389486260454, "iteration": 194319, "loss_box_reg": 0.20779533497989178, "loss_cls": 0.17266180459409952, "loss_mask": 0.22376843355596066, "loss_rpn_cls": 0.030762297043111175, "loss_rpn_loc": 0.06918536266312003, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008373661964786, "mask_rcnn/false_negative": 0.09667380150907162, "mask_rcnn/false_positive": 0.10795648551506415, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0091677852906287, "total_loss": 0.7007404082105495}
{"data_time": 0.014524806756526232, "eta_seconds": 75578.09283739887, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30930679563492064, "fast_rcnn/fg_cls_accuracy": 0.6651165674603174, "iteration": 194339, "loss_box_reg": 0.23291435837745667, "loss_cls": 0.1831990359351039, "loss_mask": 0.24285571090877056, "loss_rpn_cls": 0.03256490171770565, "loss_rpn_loc": 0.07768926280550659, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989599398247912, "mask_rcnn/false_negative": 0.09057242805653752, "mask_rcnn/false_positive": 0.11308781155498296, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.004225344862789, "total_loss": 0.7735916962556075}
{"data_time": 0.01726611005142331, "eta_seconds": 75548.0281746015, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25289832769057147, "fast_rcnn/fg_cls_accuracy": 0.7177304555247768, "iteration": 194359, "loss_box_reg": 0.22720987629145384, "loss_cls": 0.18308318965137005, "loss_mask": 0.22422264702618122, "loss_rpn_cls": 0.032854528864845634, "loss_rpn_loc": 0.07007470028474927, "lr": 0.0001, "mask_rcnn/accuracy": 0.908621042696862, "mask_rcnn/false_negative": 0.0855207148461187, "mask_rcnn/false_positive": 0.10342360783966796, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9819182502105832, "total_loss": 0.7658021407260094}
{"data_time": 0.015900976490229368, "eta_seconds": 75538.13614015467, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28575031525851197, "fast_rcnn/fg_cls_accuracy": 0.6872540250447228, "iteration": 194379, "loss_box_reg": 0.21461632940918207, "loss_cls": 0.1740255281329155, "loss_mask": 0.23099314235150814, "loss_rpn_cls": 0.02969573938753456, "loss_rpn_loc": 0.06204349175095558, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986170792885443, "mask_rcnn/false_negative": 0.09463744846195302, "mask_rcnn/false_positive": 0.11064345591175284, "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": 0.9984474433586001, "total_loss": 0.7090364660834894}
{"data_time": 0.014375519938766956, "eta_seconds": 75518.15779153258, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.698343685300207, "iteration": 194399, "loss_box_reg": 0.19547374360263348, "loss_cls": 0.16226540552452207, "loss_mask": 0.2166392281651497, "loss_rpn_cls": 0.035841606091707945, "loss_rpn_loc": 0.06950141908600926, "lr": 0.0001, "mask_rcnn/accuracy": 0.9107981010610696, "mask_rcnn/false_negative": 0.06880278358712472, "mask_rcnn/false_positive": 0.10433765405414876, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0000780182890594, "total_loss": 0.6848713643848896}
{"data_time": 0.019820655696094036, "eta_seconds": 75488.10112951323, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2917649727767695, "fast_rcnn/fg_cls_accuracy": 0.6902281300520927, "iteration": 194419, "loss_box_reg": 0.2070155506953597, "loss_cls": 0.1715089390054345, "loss_mask": 0.23242474719882011, "loss_rpn_cls": 0.0321385960560292, "loss_rpn_loc": 0.06135071977041662, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979211903197735, "mask_rcnn/false_negative": 0.0841835097853613, "mask_rcnn/false_positive": 0.12338364705004413, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0043527781963348, "total_loss": 0.732641801587306}
{"data_time": 0.016159933991730213, "eta_seconds": 75478.20109428838, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.34036076021395245, "fast_rcnn/fg_cls_accuracy": 0.6367821782178218, "iteration": 194439, "loss_box_reg": 0.21363641042262316, "loss_cls": 0.16581172961741686, "loss_mask": 0.2297880481928587, "loss_rpn_cls": 0.033029434038326144, "loss_rpn_loc": 0.06986348750069737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907020489846185, "mask_rcnn/false_negative": 0.07963306337471657, "mask_rcnn/false_positive": 0.12710330278806398, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9933113846927881, "total_loss": 0.7149420478381217}
{"data_time": 0.01713216956704855, "eta_seconds": 75525.207801098, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.27584779630052525, "fast_rcnn/fg_cls_accuracy": 0.6719627105052125, "iteration": 194459, "loss_box_reg": 0.20123049803078175, "loss_cls": 0.1604710016399622, "loss_mask": 0.2197027299553156, "loss_rpn_cls": 0.033053943305276334, "loss_rpn_loc": 0.07570398121606559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991670640882279, "mask_rcnn/false_negative": 0.08877343562290169, "mask_rcnn/false_positive": 0.10537121104725461, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.026699981186539, "total_loss": 0.7028252878808416}
{"data_time": 0.019284873735159636, "eta_seconds": 75428.17408442497, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28011118894668596, "fast_rcnn/fg_cls_accuracy": 0.6828940290478752, "iteration": 194479, "loss_box_reg": 0.19739398919045925, "loss_cls": 0.16580339055508375, "loss_mask": 0.2309600692242384, "loss_rpn_cls": 0.02656841930001974, "loss_rpn_loc": 0.06382648949511349, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964010518083041, "mask_rcnn/false_negative": 0.09220693309013574, "mask_rcnn/false_positive": 0.10742927634713478, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9915382242761552, "total_loss": 0.7220119999255985}
{"data_time": 0.015149779617786407, "eta_seconds": 75408.19840272889, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2691658291457286, "fast_rcnn/fg_cls_accuracy": 0.7074153044302298, "iteration": 194499, "loss_box_reg": 0.2153489189222455, "loss_cls": 0.17056957446038723, "loss_mask": 0.23986819200217724, "loss_rpn_cls": 0.03209413978038356, "loss_rpn_loc": 0.08359720627777278, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076427868059609, "mask_rcnn/false_negative": 0.08923651020298817, "mask_rcnn/false_positive": 0.09803692127269786, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.987437701318413, "total_loss": 0.7572271871031262}
{"data_time": 0.016350565943866968, "eta_seconds": 75444.33805575594, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2782657657657658, "fast_rcnn/fg_cls_accuracy": 0.658656671787839, "iteration": 194519, "loss_box_reg": 0.2038121661171317, "loss_cls": 0.16209660284221172, "loss_mask": 0.23005634360015392, "loss_rpn_cls": 0.031226290098857135, "loss_rpn_loc": 0.07179100811481476, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022244981495042, "mask_rcnn/false_negative": 0.08182615944693858, "mask_rcnn/false_positive": 0.127798392504213, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0241877580992877, "total_loss": 0.69286134687718}
{"data_time": 0.01426142081618309, "eta_seconds": 75394.0315399319, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28675185670598513, "fast_rcnn/fg_cls_accuracy": 0.6739860630671279, "iteration": 194539, "loss_box_reg": 0.2001155698671937, "loss_cls": 0.16515388619154692, "loss_mask": 0.22913834638893604, "loss_rpn_cls": 0.0316614342154935, "loss_rpn_loc": 0.071893859654665, "lr": 0.0001, "mask_rcnn/accuracy": 0.9085023201014099, "mask_rcnn/false_negative": 0.08075369963655722, "mask_rcnn/false_positive": 0.10629907803820847, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9925614460371435, "total_loss": 0.7024312455905601}
{"data_time": 0.013249561190605164, "eta_seconds": 75434.65617261827, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.3216571527417402, "fast_rcnn/fg_cls_accuracy": 0.6620397357427378, "iteration": 194559, "loss_box_reg": 0.22178649716079235, "loss_cls": 0.17232264950871468, "loss_mask": 0.23816566541790962, "loss_rpn_cls": 0.031054707418661565, "loss_rpn_loc": 0.07161523820832372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951587197503058, "mask_rcnn/false_negative": 0.08638633678728165, "mask_rcnn/false_positive": 0.12349659327556323, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.006178225390613, "total_loss": 0.7519240152323619}
{"data_time": 0.015448691323399544, "eta_seconds": 75354.06650863588, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7112330847832091, "iteration": 194579, "loss_box_reg": 0.2109980033710599, "loss_cls": 0.17213067971169949, "loss_mask": 0.2208764385432005, "loss_rpn_cls": 0.029654630576260388, "loss_rpn_loc": 0.06665103253908455, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039696525062382, "mask_rcnn/false_negative": 0.07979268711884178, "mask_rcnn/false_positive": 0.1092780784292326, "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": 1.005766985937953, "total_loss": 0.7158091992605478}
{"data_time": 0.019992181099951267, "eta_seconds": 75364.37585325912, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32858634421134425, "fast_rcnn/fg_cls_accuracy": 0.6276793408013788, "iteration": 194599, "loss_box_reg": 0.21179585997015238, "loss_cls": 0.18636606633663177, "loss_mask": 0.24110708944499493, "loss_rpn_cls": 0.03402588760945946, "loss_rpn_loc": 0.07551283086650074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8868874118317797, "mask_rcnn/false_negative": 0.1014380460385764, "mask_rcnn/false_positive": 0.12086040252901992, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0049659563228488, "total_loss": 0.7641188311390579}
{"data_time": 0.017124128993600607, "eta_seconds": 75374.66042274609, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2713089802130898, "fast_rcnn/fg_cls_accuracy": 0.6995274914089347, "iteration": 194619, "loss_box_reg": 0.20964127965271473, "loss_cls": 0.1700764112174511, "loss_mask": 0.22690879181027412, "loss_rpn_cls": 0.03463022876530886, "loss_rpn_loc": 0.0844543423736468, "lr": 0.0001, "mask_rcnn/accuracy": 0.896659599428881, "mask_rcnn/false_negative": 0.09251679897649552, "mask_rcnn/false_positive": 0.11388562286554353, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9912382178008556, "total_loss": 0.7020554153714329}
{"data_time": 0.018080356530845165, "eta_seconds": 75354.66183945537, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2889533154921201, "fast_rcnn/fg_cls_accuracy": 0.6588226408579876, "iteration": 194639, "loss_box_reg": 0.20682855509221554, "loss_cls": 0.17467316891998053, "loss_mask": 0.23420045524835587, "loss_rpn_cls": 0.030844950233586133, "loss_rpn_loc": 0.06752028944902122, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989718747087876, "mask_rcnn/false_negative": 0.0864957915332493, "mask_rcnn/false_positive": 0.11703508479731096, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9903226159512997, "total_loss": 0.7267227753764018}
{"data_time": 0.025315900798887014, "eta_seconds": 75240.9712623898, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.262531328320802, "fast_rcnn/fg_cls_accuracy": 0.7000780640124902, "iteration": 194659, "loss_box_reg": 0.18692633975297213, "loss_cls": 0.15787861961871386, "loss_mask": 0.22399436868727207, "loss_rpn_cls": 0.029092370998114347, "loss_rpn_loc": 0.06843850354198366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953689570090331, "mask_rcnn/false_negative": 0.08622741972469623, "mask_rcnn/false_positive": 0.11497052811513309, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9685207828879356, "total_loss": 0.6506064155546483}
{"data_time": 0.024626588448882103, "eta_seconds": 75305.25088137016, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7002551020408163, "iteration": 194679, "loss_box_reg": 0.23316789511591196, "loss_cls": 0.17060981458052993, "loss_mask": 0.24454809352755547, "loss_rpn_cls": 0.03742081666132435, "loss_rpn_loc": 0.07459235028363764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909850230414746, "mask_rcnn/false_negative": 0.08168024135827148, "mask_rcnn/false_positive": 0.11594645038689616, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.037746336311102, "total_loss": 0.7806698754429817}
{"data_time": 0.013737325090914965, "eta_seconds": 75218.4825622011, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3298465829846583, "fast_rcnn/fg_cls_accuracy": 0.6460867410161091, "iteration": 194699, "loss_box_reg": 0.21144849620759487, "loss_cls": 0.17409773264080286, "loss_mask": 0.2282516025006771, "loss_rpn_cls": 0.029102950531523675, "loss_rpn_loc": 0.05772794975200668, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030564338411421, "mask_rcnn/false_negative": 0.0812681267301236, "mask_rcnn/false_positive": 0.10614765067081192, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9819215522147715, "total_loss": 0.7238615993410349}
{"data_time": 0.017631023190915585, "eta_seconds": 75148.8692690432, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.31043762752409765, "fast_rcnn/fg_cls_accuracy": 0.6619492827868853, "iteration": 194719, "loss_box_reg": 0.19845094624906778, "loss_cls": 0.17016086354851723, "loss_mask": 0.2329634726047516, "loss_rpn_cls": 0.03595797321759164, "loss_rpn_loc": 0.0633965996094048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916778575154288, "mask_rcnn/false_negative": 0.09115517010634809, "mask_rcnn/false_positive": 0.1150944408676507, "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": 0.9794896463863552, "total_loss": 0.7021653179544955}
{"data_time": 0.0232431017793715, "eta_seconds": 75159.63737110607, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2838827838827839, "fast_rcnn/fg_cls_accuracy": 0.6909340659340659, "iteration": 194739, "loss_box_reg": 0.21328798681497574, "loss_cls": 0.17502606008201838, "loss_mask": 0.23365354165434837, "loss_rpn_cls": 0.036714724788907915, "loss_rpn_loc": 0.06649802875472233, "lr": 0.0001, "mask_rcnn/accuracy": 0.9097540294526902, "mask_rcnn/false_negative": 0.08469683207031385, "mask_rcnn/false_positive": 0.10982746158500456, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0269680521450937, "total_loss": 0.7330200735013932}
{"data_time": 0.0269216513261199, "eta_seconds": 75225.26654692367, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27633946326774117, "fast_rcnn/fg_cls_accuracy": 0.7085471866063142, "iteration": 194759, "loss_box_reg": 0.2248930037021637, "loss_cls": 0.17759734950959682, "loss_mask": 0.24538211338222027, "loss_rpn_cls": 0.03409965452738106, "loss_rpn_loc": 0.08705543074756861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930313117669935, "mask_rcnn/false_negative": 0.09446745214179386, "mask_rcnn/false_positive": 0.12546838418565923, "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": 1.0046942476183176, "total_loss": 0.7960705655277707}
{"data_time": 0.014929267577826977, "eta_seconds": 75205.27046331204, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2569346772933271, "fast_rcnn/fg_cls_accuracy": 0.6991500869229283, "iteration": 194779, "loss_box_reg": 0.210273252800107, "loss_cls": 0.16493515763431787, "loss_mask": 0.23844077996909618, "loss_rpn_cls": 0.02897769137052819, "loss_rpn_loc": 0.08750671148300171, "lr": 0.0001, "mask_rcnn/accuracy": 0.904712573955943, "mask_rcnn/false_negative": 0.08184407001376495, "mask_rcnn/false_positive": 0.10385673082050861, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 234.375, "rpn/num_pos_anchors": 21.625, "time": 1.0068126046098769, "total_loss": 0.7236038240371272}
{"data_time": 0.01741790259256959, "eta_seconds": 75198.55376780033, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31623463551174397, "fast_rcnn/fg_cls_accuracy": 0.6750168350168351, "iteration": 194799, "loss_box_reg": 0.19774621911346912, "loss_cls": 0.1574215916916728, "loss_mask": 0.22984509728848934, "loss_rpn_cls": 0.028806788148358464, "loss_rpn_loc": 0.05797096400056034, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024697592998098, "mask_rcnn/false_negative": 0.08671726424345963, "mask_rcnn/false_positive": 0.11580605994468456, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9995086258277297, "total_loss": 0.674315418000333}
{"data_time": 0.015619122423231602, "eta_seconds": 75165.2782960888, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31912955465587045, "fast_rcnn/fg_cls_accuracy": 0.6405502392344498, "iteration": 194819, "loss_box_reg": 0.21807363349944353, "loss_cls": 0.18442086968570948, "loss_mask": 0.25025953352451324, "loss_rpn_cls": 0.03682303777895868, "loss_rpn_loc": 0.08834765525534749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931563174050108, "mask_rcnn/false_negative": 0.10348422203340596, "mask_rcnn/false_positive": 0.11495586051659372, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9937513074837625, "total_loss": 0.8022896741749719}
{"data_time": 0.024180968292057514, "eta_seconds": 75158.55453707278, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27072486984381255, "fast_rcnn/fg_cls_accuracy": 0.6629429892141756, "iteration": 194839, "loss_box_reg": 0.22005099058151245, "loss_cls": 0.1747219543904066, "loss_mask": 0.22783234529197216, "loss_rpn_cls": 0.031946707516908646, "loss_rpn_loc": 0.07789017958566546, "lr": 0.0001, "mask_rcnn/accuracy": 0.896806101171812, "mask_rcnn/false_negative": 0.09289772681601909, "mask_rcnn/false_positive": 0.11374849206586837, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0104226139374077, "total_loss": 0.743280486727599}
{"data_time": 0.01927933096885681, "eta_seconds": 75189.81762200594, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2637366310160428, "fast_rcnn/fg_cls_accuracy": 0.7248270087112312, "iteration": 194859, "loss_box_reg": 0.21625327598303556, "loss_cls": 0.16781807411462069, "loss_mask": 0.24078884534537792, "loss_rpn_cls": 0.030643120990134776, "loss_rpn_loc": 0.06262745265848935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871096817840354, "mask_rcnn/false_negative": 0.09190295382688114, "mask_rcnn/false_positive": 0.11496607972701647, "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": 1.0285871918313205, "total_loss": 0.7394451051950455}
{"data_time": 0.020344262942671776, "eta_seconds": 75118.55530634522, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.30501249157314514, "fast_rcnn/fg_cls_accuracy": 0.679915631591282, "iteration": 194879, "loss_box_reg": 0.20168649405241013, "loss_cls": 0.16404777998104692, "loss_mask": 0.22349939681589603, "loss_rpn_cls": 0.03386556333862245, "loss_rpn_loc": 0.0692618431057781, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099800172307775, "mask_rcnn/false_negative": 0.08185424695618598, "mask_rcnn/false_positive": 0.09256044331991609, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9975237273611128, "total_loss": 0.6967604464152828}
{"data_time": 0.015661361161619425, "eta_seconds": 75022.33702111989, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2832303581865242, "fast_rcnn/fg_cls_accuracy": 0.7031544256120528, "iteration": 194899, "loss_box_reg": 0.2366947466507554, "loss_cls": 0.19369127415120602, "loss_mask": 0.24235868826508522, "loss_rpn_cls": 0.036835326231084764, "loss_rpn_loc": 0.0839326661080122, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071723007028627, "mask_rcnn/false_negative": 0.08388053260037354, "mask_rcnn/false_positive": 0.10777597183743874, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9655533479526639, "total_loss": 0.8108241891022772}
{"data_time": 0.015472929459065199, "eta_seconds": 74991.93945711479, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25229312063808573, "fast_rcnn/fg_cls_accuracy": 0.7292705217680293, "iteration": 194919, "loss_box_reg": 0.2106262417510152, "loss_cls": 0.17231739964336157, "loss_mask": 0.23136198706924915, "loss_rpn_cls": 0.031164649641141295, "loss_rpn_loc": 0.07433952554129064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978277390501656, "mask_rcnn/false_negative": 0.08393264363922576, "mask_rcnn/false_positive": 0.115203893182881, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0084160477854311, "total_loss": 0.7126093010883778}
{"data_time": 0.01663366612046957, "eta_seconds": 74988.18459668197, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29627387678235134, "fast_rcnn/fg_cls_accuracy": 0.689219728202779, "iteration": 194939, "loss_box_reg": 0.20457089133560658, "loss_cls": 0.17069644574075937, "loss_mask": 0.23848159797489643, "loss_rpn_cls": 0.031120635685510933, "loss_rpn_loc": 0.06669182376936078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990802845914819, "mask_rcnn/false_negative": 0.0899454863990096, "mask_rcnn/false_positive": 0.1152246962636285, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9856050792150199, "total_loss": 0.7319412620272487}
{"data_time": 0.015951793640851974, "eta_seconds": 74923.49614962935, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2752018699532512, "fast_rcnn/fg_cls_accuracy": 0.7047435897435897, "iteration": 194959, "loss_box_reg": 0.2076300960034132, "loss_cls": 0.16700228862464428, "loss_mask": 0.24450846947729588, "loss_rpn_cls": 0.030424879223573953, "loss_rpn_loc": 0.0677059370209463, "lr": 0.0001, "mask_rcnn/accuracy": 0.891576726844584, "mask_rcnn/false_negative": 0.10553751033664138, "mask_rcnn/false_positive": 0.10711931547982612, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9903028840199113, "total_loss": 0.6988839161931537}
{"data_time": 0.013538083992898464, "eta_seconds": 74861.35718571953, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2886814485695162, "fast_rcnn/fg_cls_accuracy": 0.6987494329053001, "iteration": 194979, "loss_box_reg": 0.2051372490823269, "loss_cls": 0.16257934551686049, "loss_mask": 0.23406354896724224, "loss_rpn_cls": 0.030494111008010805, "loss_rpn_loc": 0.060771708842366934, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954182157359067, "mask_rcnn/false_negative": 0.08847470551361897, "mask_rcnn/false_positive": 0.11515291548704576, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9635928268544376, "total_loss": 0.7065365962916985}
{"data_time": 0.015315850265324116, "eta_seconds": 74847.97511715442, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28183238141206124, "fast_rcnn/fg_cls_accuracy": 0.7098913759052008, "iteration": 194999, "loss_box_reg": 0.19376859441399574, "loss_cls": 0.14531249925494194, "loss_mask": 0.2256940407678485, "loss_rpn_cls": 0.02897822018712759, "loss_rpn_loc": 0.06163404625840485, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955732902661344, "mask_rcnn/false_negative": 0.08425840111683024, "mask_rcnn/false_positive": 0.11570603076778413, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0239509381353855, "total_loss": 0.6582122036488727}
{"data_time": 0.019146478734910488, "eta_seconds": 74855.70564154536, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2638617135613305, "fast_rcnn/fg_cls_accuracy": 0.700784034212402, "iteration": 195019, "loss_box_reg": 0.194299909286201, "loss_cls": 0.15857409872114658, "loss_mask": 0.23769573122262955, "loss_rpn_cls": 0.03021488105878234, "loss_rpn_loc": 0.07503670733422041, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037246905635303, "mask_rcnn/false_negative": 0.08868336071854291, "mask_rcnn/false_positive": 0.11465435771587522, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.021599459927529, "total_loss": 0.6855416906764731}
{"data_time": 0.015014249831438065, "eta_seconds": 74762.32141770422, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2674089877249033, "fast_rcnn/fg_cls_accuracy": 0.6635601378405904, "iteration": 195039, "loss_box_reg": 0.21881034225225449, "loss_cls": 0.18039867840707302, "loss_mask": 0.23994071036577225, "loss_rpn_cls": 0.030765424366109073, "loss_rpn_loc": 0.06523645902052522, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084177080582345, "mask_rcnn/false_negative": 0.07364015934202593, "mask_rcnn/false_positive": 0.1015082720111562, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.977927730884403, "total_loss": 0.7205376123310998}
{"data_time": 0.016461114399135113, "eta_seconds": 74781.5263596084, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24978111775864587, "fast_rcnn/fg_cls_accuracy": 0.7234378524701106, "iteration": 195059, "loss_box_reg": 0.2222056146711111, "loss_cls": 0.1728770276531577, "loss_mask": 0.23487108200788498, "loss_rpn_cls": 0.026026599254691973, "loss_rpn_loc": 0.07100117416121066, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996798637218045, "mask_rcnn/false_negative": 0.08737198969529217, "mask_rcnn/false_positive": 0.11794022816555835, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9826733320951462, "total_loss": 0.7432454164372757}
{"data_time": 0.02270671771839261, "eta_seconds": 74786.98408292606, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30713903743315507, "fast_rcnn/fg_cls_accuracy": 0.6721768999570632, "iteration": 195079, "loss_box_reg": 0.21296224277466536, "loss_cls": 0.15673773735761642, "loss_mask": 0.2346808109432459, "loss_rpn_cls": 0.027619177009910345, "loss_rpn_loc": 0.07402616739273071, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906081428857073, "mask_rcnn/false_negative": 0.09669052914186371, "mask_rcnn/false_positive": 0.1283603991503212, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0221462929621339, "total_loss": 0.7289662917610258}
{"data_time": 0.014621181413531303, "eta_seconds": 74748.17781699821, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.2947498373081193, "fast_rcnn/fg_cls_accuracy": 0.6830403371462974, "iteration": 195099, "loss_box_reg": 0.20235739322379231, "loss_cls": 0.16768551338464022, "loss_mask": 0.2214591708034277, "loss_rpn_cls": 0.029550229315645993, "loss_rpn_loc": 0.06033510307315737, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990818842666883, "mask_rcnn/false_negative": 0.07943768589402364, "mask_rcnn/false_positive": 0.11943844749852596, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9774831836111844, "total_loss": 0.6874284347286448}
{"data_time": 0.01731781428679824, "eta_seconds": 74769.42153453827, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.32088154731958185, "fast_rcnn/fg_cls_accuracy": 0.6565961732124874, "iteration": 195119, "loss_box_reg": 0.19417853187769651, "loss_cls": 0.16900899447500706, "loss_mask": 0.22791478782892227, "loss_rpn_cls": 0.02858200337504968, "loss_rpn_loc": 0.06420562684070319, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073118897991247, "mask_rcnn/false_negative": 0.08329204496993978, "mask_rcnn/false_positive": 0.1012528281374715, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0123252817429602, "total_loss": 0.6784378323354758}
{"data_time": 0.014286237768828869, "eta_seconds": 74788.37595134042, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31565606689051284, "fast_rcnn/fg_cls_accuracy": 0.6289813023855577, "iteration": 195139, "loss_box_reg": 0.21732458844780922, "loss_cls": 0.1714074518531561, "loss_mask": 0.2339403834193945, "loss_rpn_cls": 0.03247758507495746, "loss_rpn_loc": 0.06096555991098285, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006402436441575, "mask_rcnn/false_negative": 0.09299003805246808, "mask_rcnn/false_positive": 0.11376614887664468, "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": 0.9890978937037289, "total_loss": 0.7303111916990019}
{"data_time": 0.019780111499130726, "eta_seconds": 74740.19746018574, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.30877321603128055, "fast_rcnn/fg_cls_accuracy": 0.6813755532856656, "iteration": 195159, "loss_box_reg": 0.19328194577246904, "loss_cls": 0.17383994907140732, "loss_mask": 0.22778854332864285, "loss_rpn_cls": 0.029176108655519783, "loss_rpn_loc": 0.07908559497445822, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991102026546418, "mask_rcnn/false_negative": 0.08086927290909428, "mask_rcnn/false_positive": 0.12189383864160835, "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": 0.9674833239987493, "total_loss": 0.7045901481178589}
{"data_time": 0.016738010104745626, "eta_seconds": 74748.41422227211, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2690582270702105, "fast_rcnn/fg_cls_accuracy": 0.7170850252245602, "iteration": 195179, "loss_box_reg": 0.19683642545714974, "loss_cls": 0.16551438719034195, "loss_mask": 0.21659012883901596, "loss_rpn_cls": 0.030254723387770355, "loss_rpn_loc": 0.05820633447729051, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007909610038041, "mask_rcnn/false_negative": 0.09050955620951917, "mask_rcnn/false_positive": 0.11132390430921461, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0008788942359388, "total_loss": 0.663989199209027}
{"data_time": 0.018302992451936007, "eta_seconds": 74778.39087303728, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2963847746456442, "fast_rcnn/fg_cls_accuracy": 0.6666343167701863, "iteration": 195199, "loss_box_reg": 0.21713408548384905, "loss_cls": 0.17634265683591366, "loss_mask": 0.24321056716144085, "loss_rpn_cls": 0.03161604353226721, "loss_rpn_loc": 0.07603413588367403, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967546083938382, "mask_rcnn/false_negative": 0.09039732454573277, "mask_rcnn/false_positive": 0.11111916489424001, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0017880173400044, "total_loss": 0.7357091652229428}
{"data_time": 0.013588825706392527, "eta_seconds": 74724.39316858537, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2654394401640898, "fast_rcnn/fg_cls_accuracy": 0.7155119558553036, "iteration": 195219, "loss_box_reg": 0.20491393469274044, "loss_cls": 0.16403051279485226, "loss_mask": 0.24159212969243526, "loss_rpn_cls": 0.03340568346902728, "loss_rpn_loc": 0.07280893507413566, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030640589569161, "mask_rcnn/false_negative": 0.08646220993766249, "mask_rcnn/false_positive": 0.10778313955799507, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9961298662237823, "total_loss": 0.6972455543000251}
{"data_time": 0.019237196072936058, "eta_seconds": 74688.47162866965, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2907331457817849, "fast_rcnn/fg_cls_accuracy": 0.6881883508467843, "iteration": 195239, "loss_box_reg": 0.2114183846861124, "loss_cls": 0.1673606764525175, "loss_mask": 0.22252445481717587, "loss_rpn_cls": 0.030558009166270494, "loss_rpn_loc": 0.06712257961044088, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033442007747416, "mask_rcnn/false_negative": 0.08165735310907246, "mask_rcnn/false_positive": 0.10606482164432315, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9987569325603545, "total_loss": 0.7011538750957698}
{"data_time": 0.01449210848659277, "eta_seconds": 74684.42291281186, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30960154584221744, "fast_rcnn/fg_cls_accuracy": 0.6328703703703704, "iteration": 195259, "loss_box_reg": 0.20484954677522182, "loss_cls": 0.16902050748467445, "loss_mask": 0.22687900625169277, "loss_rpn_cls": 0.031083912530448288, "loss_rpn_loc": 0.06301286746747792, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932202841234033, "mask_rcnn/false_negative": 0.08774202183322946, "mask_rcnn/false_positive": 0.11567011988165912, "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": 0.9920752202160656, "total_loss": 0.6884019471472129}
{"data_time": 0.013421076815575361, "eta_seconds": 74694.58053216338, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.28037790697674414, "fast_rcnn/fg_cls_accuracy": 0.6893939393939394, "iteration": 195279, "loss_box_reg": 0.19658445939421654, "loss_cls": 0.16796864569187164, "loss_mask": 0.2419961802661419, "loss_rpn_cls": 0.029495977563783526, "loss_rpn_loc": 0.06332744052633643, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999989114621751, "mask_rcnn/false_negative": 0.08599190527667094, "mask_rcnn/false_positive": 0.09693599216736457, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0181941292248666, "total_loss": 0.7253083564573899}
{"data_time": 0.014451769180595875, "eta_seconds": 74827.15939544141, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31069182389937106, "fast_rcnn/fg_cls_accuracy": 0.6611906310995446, "iteration": 195299, "loss_box_reg": 0.2167216669768095, "loss_cls": 0.17360300570726395, "loss_mask": 0.23828934133052826, "loss_rpn_cls": 0.030964970006607473, "loss_rpn_loc": 0.06615770561620593, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877057362440427, "mask_rcnn/false_negative": 0.09322548294097346, "mask_rcnn/false_positive": 0.12200579973003639, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.023413298651576, "total_loss": 0.7130396934226155}
{"data_time": 0.013963644858449697, "eta_seconds": 74751.85766054317, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2769574059428313, "fast_rcnn/fg_cls_accuracy": 0.6968229762358622, "iteration": 195319, "loss_box_reg": 0.20587162300944328, "loss_cls": 0.16479105409234762, "loss_mask": 0.23020867258310318, "loss_rpn_cls": 0.029524959856644273, "loss_rpn_loc": 0.05757737159729004, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944272241364077, "mask_rcnn/false_negative": 0.08322122668036967, "mask_rcnn/false_positive": 0.12376458057981168, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9890553383156657, "total_loss": 0.6802130920113996}
{"data_time": 0.016598093789070845, "eta_seconds": 74721.30861661397, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24681643213226478, "fast_rcnn/fg_cls_accuracy": 0.7173998738568275, "iteration": 195339, "loss_box_reg": 0.219761336222291, "loss_cls": 0.17571701342239976, "loss_mask": 0.23673218116164207, "loss_rpn_cls": 0.03172203985741362, "loss_rpn_loc": 0.08723597927019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895575397910984, "mask_rcnn/false_negative": 0.09028216086127742, "mask_rcnn/false_positive": 0.12481447078305052, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9728213916532695, "total_loss": 0.7777694347314537}
{"data_time": 0.016701519954949617, "eta_seconds": 74637.82348450273, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2769621682665161, "fast_rcnn/fg_cls_accuracy": 0.6881613756613757, "iteration": 195359, "loss_box_reg": 0.22125162463635206, "loss_cls": 0.16697879694402218, "loss_mask": 0.23297900520265102, "loss_rpn_cls": 0.03522166167385876, "loss_rpn_loc": 0.06752372812479734, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043910505694495, "mask_rcnn/false_negative": 0.07848006135258376, "mask_rcnn/false_positive": 0.10981547792397117, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9635258498601615, "total_loss": 0.7316989093087614}
{"data_time": 0.015621365047991276, "eta_seconds": 74681.27576977946, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30146165904925926, "fast_rcnn/fg_cls_accuracy": 0.6849484445033229, "iteration": 195379, "loss_box_reg": 0.198492381721735, "loss_cls": 0.16284910822287202, "loss_mask": 0.23171097971498966, "loss_rpn_cls": 0.0319243281846866, "loss_rpn_loc": 0.09043745510280132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925826643937538, "mask_rcnn/false_negative": 0.08937102478116193, "mask_rcnn/false_positive": 0.13049528477926933, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 1.015039044432342, "total_loss": 0.7255025756312534}
{"data_time": 0.022032154258340597, "eta_seconds": 74661.2593463622, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.3143692028424059, "fast_rcnn/fg_cls_accuracy": 0.6486894617624852, "iteration": 195399, "loss_box_reg": 0.2063533551990986, "loss_cls": 0.17434154264628887, "loss_mask": 0.23515179567039013, "loss_rpn_cls": 0.02812512614764273, "loss_rpn_loc": 0.06774905882775784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975613699784897, "mask_rcnn/false_negative": 0.09515477261744987, "mask_rcnn/false_positive": 0.11855030529093925, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.003445627167821, "total_loss": 0.7354076774790883}
{"data_time": 0.018139254301786423, "eta_seconds": 74616.83095794171, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.27470333813907066, "fast_rcnn/fg_cls_accuracy": 0.6693079986724195, "iteration": 195419, "loss_box_reg": 0.21071055624634027, "loss_cls": 0.16932663321495056, "loss_mask": 0.24002070538699627, "loss_rpn_cls": 0.028901188576128334, "loss_rpn_loc": 0.06695002142805606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933648294844254, "mask_rcnn/false_negative": 0.09321981247116246, "mask_rcnn/false_positive": 0.11120694389042961, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9699325012043118, "total_loss": 0.7007239278173074}
{"data_time": 0.025222474243491888, "eta_seconds": 74616.8026188016, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29909180166912125, "fast_rcnn/fg_cls_accuracy": 0.6631102126385144, "iteration": 195439, "loss_box_reg": 0.21991774532943964, "loss_cls": 0.17656848207116127, "loss_mask": 0.24135360773652792, "loss_rpn_cls": 0.031591280829161406, "loss_rpn_loc": 0.07042635162360966, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973249938258983, "mask_rcnn/false_negative": 0.09504963911932036, "mask_rcnn/false_positive": 0.12112091112402719, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0007446282543242, "total_loss": 0.7551691432017833}
{"data_time": 0.02995295962318778, "eta_seconds": 74576.81120414287, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.293638880017034, "fast_rcnn/fg_cls_accuracy": 0.6933088470137336, "iteration": 195459, "loss_box_reg": 0.19581866264343262, "loss_cls": 0.15378523711115122, "loss_mask": 0.21778368391096592, "loss_rpn_cls": 0.03332587849581614, "loss_rpn_loc": 0.06806178065016866, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021677030187075, "mask_rcnn/false_negative": 0.087344439666076, "mask_rcnn/false_positive": 0.10708854260388664, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9991507101804018, "total_loss": 0.6912887613289058}
{"data_time": 0.014062020927667618, "eta_seconds": 74581.19365269318, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28935131364798883, "fast_rcnn/fg_cls_accuracy": 0.6722966414288487, "iteration": 195479, "loss_box_reg": 0.21268579922616482, "loss_cls": 0.16597811039537191, "loss_mask": 0.2428601924329996, "loss_rpn_cls": 0.026480931555852294, "loss_rpn_loc": 0.07220069121103734, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945465698625892, "mask_rcnn/false_negative": 0.1054151246229041, "mask_rcnn/false_positive": 0.10473770521158146, "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": 1.00427221134305, "total_loss": 0.7133137881755829}
{"data_time": 0.01596438465639949, "eta_seconds": 74590.34925769083, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2641954348236182, "fast_rcnn/fg_cls_accuracy": 0.6968584251325989, "iteration": 195499, "loss_box_reg": 0.18453340278938413, "loss_cls": 0.15881106723099947, "loss_mask": 0.23916862346231937, "loss_rpn_cls": 0.03331043932121247, "loss_rpn_loc": 0.06887759268283844, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005040173082073, "mask_rcnn/false_negative": 0.08783717554199628, "mask_rcnn/false_positive": 0.10792747442471065, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0103323846124113, "total_loss": 0.6814796092221513}
{"data_time": 0.01641774596646428, "eta_seconds": 74454.66217927635, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2810723514211886, "fast_rcnn/fg_cls_accuracy": 0.7084967320261438, "iteration": 195519, "loss_box_reg": 0.21266445331275463, "loss_cls": 0.16133714653551579, "loss_mask": 0.23194565623998642, "loss_rpn_cls": 0.03447306377347559, "loss_rpn_loc": 0.09329560433980078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953394113470325, "mask_rcnn/false_negative": 0.0978478226013989, "mask_rcnn/false_positive": 0.10614068862025908, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9829627396538854, "total_loss": 0.7386005653534085}
{"data_time": 0.01657916558906436, "eta_seconds": 74424.9989913404, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.27743373211353506, "fast_rcnn/fg_cls_accuracy": 0.7056197478991597, "iteration": 195539, "loss_box_reg": 0.20472061354666948, "loss_cls": 0.16586533281952143, "loss_mask": 0.23196402937173843, "loss_rpn_cls": 0.0334670270094648, "loss_rpn_loc": 0.06494768080301583, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016129560696672, "mask_rcnn/false_negative": 0.08997935232903151, "mask_rcnn/false_positive": 0.10926316496869351, "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": 0.9886724376119673, "total_loss": 0.7100388910621405}
{"data_time": 0.019136287737637758, "eta_seconds": 74405.00839263201, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.30048405766600017, "fast_rcnn/fg_cls_accuracy": 0.6643280632411067, "iteration": 195559, "loss_box_reg": 0.19726340658962727, "loss_cls": 0.16409285459667444, "loss_mask": 0.23618391156196594, "loss_rpn_cls": 0.028126775636337698, "loss_rpn_loc": 0.05834336136467755, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024484155907261, "mask_rcnn/false_negative": 0.0900821305640803, "mask_rcnn/false_positive": 0.10392325491200982, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0141505864448845, "total_loss": 0.6909909303067252}
{"data_time": 0.018589679151773453, "eta_seconds": 74394.68259105459, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2509944599540017, "fast_rcnn/fg_cls_accuracy": 0.7135625364715036, "iteration": 195579, "loss_box_reg": 0.2025196198374033, "loss_cls": 0.17028316762298346, "loss_mask": 0.23410528618842363, "loss_rpn_cls": 0.03273799759335816, "loss_rpn_loc": 0.0755190453492105, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055417406457426, "mask_rcnn/false_negative": 0.07770542730645413, "mask_rcnn/false_positive": 0.1179589770007606, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0091974013485014, "total_loss": 0.7306172579992563}
{"data_time": 0.015602112747728825, "eta_seconds": 74355.58249801397, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25399351606248155, "fast_rcnn/fg_cls_accuracy": 0.7215710326654854, "iteration": 195599, "loss_box_reg": 0.21975287050008774, "loss_cls": 0.1735947602428496, "loss_mask": 0.23572914116084576, "loss_rpn_cls": 0.0314479002263397, "loss_rpn_loc": 0.06572974193841219, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952667477461607, "mask_rcnn/false_negative": 0.08764728725178622, "mask_rcnn/false_positive": 0.12266401645558733, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9964901776984334, "total_loss": 0.7420389233739115}
{"data_time": 0.01565995905548334, "eta_seconds": 74337.98569981009, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29578926559256696, "fast_rcnn/fg_cls_accuracy": 0.679779614325069, "iteration": 195619, "loss_box_reg": 0.2202607374638319, "loss_cls": 0.17408588156104088, "loss_mask": 0.23517888970673084, "loss_rpn_cls": 0.035991293960250914, "loss_rpn_loc": 0.07846723543480039, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901908140488338, "mask_rcnn/false_negative": 0.08691460653821653, "mask_rcnn/false_positive": 0.13241263884625382, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 207.375, "rpn/num_pos_anchors": 48.625, "time": 0.998878940474242, "total_loss": 0.7746317335404456}
{"data_time": 0.022769446950405836, "eta_seconds": 74317.99699701369, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.302971650322112, "fast_rcnn/fg_cls_accuracy": 0.677008659746516, "iteration": 195639, "loss_box_reg": 0.20965446857735515, "loss_cls": 0.17676576972007751, "loss_mask": 0.23080933466553688, "loss_rpn_cls": 0.03156507888343185, "loss_rpn_loc": 0.0573886155616492, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022387555215986, "mask_rcnn/false_negative": 0.08392833328211025, "mask_rcnn/false_positive": 0.10360955717954115, "roi_head/num_bg_samples": 457.375, "roi_head/num_fg_samples": 54.625, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9980346546508372, "total_loss": 0.7148781560827047}
{"data_time": 0.014490693807601929, "eta_seconds": 74314.70980675891, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2676120448179272, "fast_rcnn/fg_cls_accuracy": 0.712043533009534, "iteration": 195659, "loss_box_reg": 0.2050335304811597, "loss_cls": 0.16052508726716042, "loss_mask": 0.23028044030070305, "loss_rpn_cls": 0.031193380360491574, "loss_rpn_loc": 0.07431110297329724, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877687910103296, "mask_rcnn/false_negative": 0.10364379236672433, "mask_rcnn/false_positive": 0.11656630164604509, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.002261485438794, "total_loss": 0.708109435159713}
{"data_time": 0.013702211901545525, "eta_seconds": 74228.96559536457, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22744217894096166, "fast_rcnn/fg_cls_accuracy": 0.7027474346242966, "iteration": 195679, "loss_box_reg": 0.22484874911606312, "loss_cls": 0.1777249383740127, "loss_mask": 0.23690322786569595, "loss_rpn_cls": 0.03045694821048528, "loss_rpn_loc": 0.06663399748504162, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026410473390325, "mask_rcnn/false_negative": 0.08336470205705793, "mask_rcnn/false_positive": 0.1142317167346852, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9620750318281353, "total_loss": 0.7473409251542762}
{"data_time": 0.012448159977793694, "eta_seconds": 74154.6444625128, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2882931882931883, "fast_rcnn/fg_cls_accuracy": 0.6574175824175824, "iteration": 195699, "loss_box_reg": 0.200029619038105, "loss_cls": 0.18119713850319386, "loss_mask": 0.2478658240288496, "loss_rpn_cls": 0.034537606639787555, "loss_rpn_loc": 0.06347409076988697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907868486530467, "mask_rcnn/false_negative": 0.0955255192737484, "mask_rcnn/false_positive": 0.12376868428371104, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9531838772818446, "total_loss": 0.7125411662273109}
{"data_time": 0.011672607157379389, "eta_seconds": 74153.8052918762, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25215176979882864, "fast_rcnn/fg_cls_accuracy": 0.7309911102704747, "iteration": 195719, "loss_box_reg": 0.22293878067284822, "loss_cls": 0.16638816334307194, "loss_mask": 0.23953061737120152, "loss_rpn_cls": 0.030252268305048347, "loss_rpn_loc": 0.07002931728493422, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056573026142192, "mask_rcnn/false_negative": 0.08012994063127185, "mask_rcnn/false_positive": 0.11221915634493779, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9854305647313595, "total_loss": 0.7446338786976412}
{"data_time": 0.01594693213701248, "eta_seconds": 74102.99006518908, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2965986792122027, "fast_rcnn/fg_cls_accuracy": 0.6805967383246849, "iteration": 195739, "loss_box_reg": 0.21730543859302998, "loss_cls": 0.1741991862654686, "loss_mask": 0.2398382741957903, "loss_rpn_cls": 0.027592282625846565, "loss_rpn_loc": 0.06366248754784465, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945766295949609, "mask_rcnn/false_negative": 0.09825609847061449, "mask_rcnn/false_positive": 0.11029216644587544, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0143656944856048, "total_loss": 0.7116039720713161}
{"data_time": 0.02217573393136263, "eta_seconds": 74056.4815056324, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2778511959825558, "fast_rcnn/fg_cls_accuracy": 0.6779725609756098, "iteration": 195759, "loss_box_reg": 0.1969575695693493, "loss_cls": 0.16808035410940647, "loss_mask": 0.22415184788405895, "loss_rpn_cls": 0.03397864557337016, "loss_rpn_loc": 0.07584378123283386, "lr": 0.0001, "mask_rcnn/accuracy": 0.9033495046032778, "mask_rcnn/false_negative": 0.09433765606893246, "mask_rcnn/false_positive": 0.10583423196900058, "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": 0.9776442460715771, "total_loss": 0.7316361980047077}
{"data_time": 0.01647429121658206, "eta_seconds": 74052.44331562892, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.25506756756756754, "fast_rcnn/fg_cls_accuracy": 0.7257023032885102, "iteration": 195779, "loss_box_reg": 0.20298682991415262, "loss_cls": 0.17814885918051004, "loss_mask": 0.23603994399309158, "loss_rpn_cls": 0.03431269805878401, "loss_rpn_loc": 0.0672260511200875, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894081886485937, "mask_rcnn/false_negative": 0.09185212168375353, "mask_rcnn/false_positive": 0.12092448002910697, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0035443929955363, "total_loss": 0.7515613293508068}
{"data_time": 0.018038821406662464, "eta_seconds": 74042.87091409788, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3631204200347511, "fast_rcnn/fg_cls_accuracy": 0.6053918459955749, "iteration": 195799, "loss_box_reg": 0.21423144545406103, "loss_cls": 0.17296733148396015, "loss_mask": 0.22580214217305183, "loss_rpn_cls": 0.025813853651925456, "loss_rpn_loc": 0.06470555742271245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987265356667493, "mask_rcnn/false_negative": 0.10000542638274194, "mask_rcnn/false_positive": 0.10453652345333415, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.0033304546959698, "total_loss": 0.699330613220809}
{"data_time": 0.01870619412511587, "eta_seconds": 74023.15921136178, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3303129963979685, "fast_rcnn/fg_cls_accuracy": 0.6207255520504732, "iteration": 195819, "loss_box_reg": 0.18834742158651352, "loss_cls": 0.16097788512706757, "loss_mask": 0.23000627756118774, "loss_rpn_cls": 0.034628795459866524, "loss_rpn_loc": 0.06901507312431931, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941417836277268, "mask_rcnn/false_negative": 0.07939781162035661, "mask_rcnn/false_positive": 0.11660674238001718, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0040601836517453, "total_loss": 0.6921002412564121}
{"data_time": 0.017774395644664764, "eta_seconds": 73989.23344619572, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2750335481676085, "fast_rcnn/fg_cls_accuracy": 0.6994178684155814, "iteration": 195839, "loss_box_reg": 0.21271275263279676, "loss_cls": 0.18522940576076508, "loss_mask": 0.24645460583269596, "loss_rpn_cls": 0.03222754818852991, "loss_rpn_loc": 0.07193271350115538, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990910367504755, "mask_rcnn/false_negative": 0.0895395011162202, "mask_rcnn/false_positive": 0.11647626111546955, "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": 0.9716370161622763, "total_loss": 0.7818968486972153}
{"data_time": 0.01497047208249569, "eta_seconds": 73882.84882903099, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3178878362127123, "fast_rcnn/fg_cls_accuracy": 0.6590280004725818, "iteration": 195859, "loss_box_reg": 0.2012565666809678, "loss_cls": 0.16630104556679726, "loss_mask": 0.2340301051735878, "loss_rpn_cls": 0.033368511009030044, "loss_rpn_loc": 0.06987303239293396, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962837748063752, "mask_rcnn/false_negative": 0.09309090933243552, "mask_rcnn/false_positive": 0.11671390060741874, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9773956602439284, "total_loss": 0.7198604518780485}
{"data_time": 0.01730572199448943, "eta_seconds": 73924.34048607945, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.30020541549953317, "fast_rcnn/fg_cls_accuracy": 0.6810966810966811, "iteration": 195879, "loss_box_reg": 0.2108451873064041, "loss_cls": 0.17298291809856892, "loss_mask": 0.2525039855390787, "loss_rpn_cls": 0.028959370451048017, "loss_rpn_loc": 0.07033373325248249, "lr": 0.0001, "mask_rcnn/accuracy": 0.893980586025413, "mask_rcnn/false_negative": 0.0954092755135385, "mask_rcnn/false_positive": 0.11834393025412143, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.007033668924123, "total_loss": 0.7264406366739422}
{"data_time": 0.015312707982957363, "eta_seconds": 73921.5103564784, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2748981874748746, "fast_rcnn/fg_cls_accuracy": 0.7119535769842518, "iteration": 195899, "loss_box_reg": 0.21421333774924278, "loss_cls": 0.1671959524974227, "loss_mask": 0.2242604959756136, "loss_rpn_cls": 0.02705161226913333, "loss_rpn_loc": 0.07080600690096617, "lr": 0.0001, "mask_rcnn/accuracy": 0.912532502406294, "mask_rcnn/false_negative": 0.07394042188031331, "mask_rcnn/false_positive": 0.09368895932808333, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0004527755081654, "total_loss": 0.7319340806279797}
{"data_time": 0.012991124764084816, "eta_seconds": 73896.11275658011, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2813170090613544, "fast_rcnn/fg_cls_accuracy": 0.6817385335187962, "iteration": 195919, "loss_box_reg": 0.19321176316589117, "loss_cls": 0.15018219873309135, "loss_mask": 0.21714019682258368, "loss_rpn_cls": 0.026304406695999205, "loss_rpn_loc": 0.05782795511186123, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023575821155629, "mask_rcnn/false_negative": 0.08655600047442587, "mask_rcnn/false_positive": 0.10867890119595106, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0090060918591917, "total_loss": 0.6346521888626739}
{"data_time": 0.0165804261341691, "eta_seconds": 73871.48215387948, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2747015915119363, "fast_rcnn/fg_cls_accuracy": 0.7213949843260188, "iteration": 195939, "loss_box_reg": 0.200563489459455, "loss_cls": 0.1645952481776476, "loss_mask": 0.22795209102332592, "loss_rpn_cls": 0.02799870417220518, "loss_rpn_loc": 0.05637564533390105, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939991617461778, "mask_rcnn/false_negative": 0.08867220680989452, "mask_rcnn/false_positive": 0.10379449845806005, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9722354882396758, "total_loss": 0.6879692677175626}
{"data_time": 0.021318767219781876, "eta_seconds": 73851.53306337073, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3001670824913354, "fast_rcnn/fg_cls_accuracy": 0.6736836626542508, "iteration": 195959, "loss_box_reg": 0.2201679553836584, "loss_cls": 0.1761077381670475, "loss_mask": 0.2467795554548502, "loss_rpn_cls": 0.027941294480115175, "loss_rpn_loc": 0.07526623865123838, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902767196080847, "mask_rcnn/false_negative": 0.10239665328600837, "mask_rcnn/false_positive": 0.11390379277044968, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.991417589597404, "total_loss": 0.76836482307408}
{"data_time": 0.017330380156636238, "eta_seconds": 73863.49750370719, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3020774697438784, "fast_rcnn/fg_cls_accuracy": 0.6837120506612032, "iteration": 195979, "loss_box_reg": 0.22798015177249908, "loss_cls": 0.1902465745806694, "loss_mask": 0.24505895748734474, "loss_rpn_cls": 0.030580918421037495, "loss_rpn_loc": 0.06757569615729153, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856284654850575, "mask_rcnn/false_negative": 0.09311280083156746, "mask_rcnn/false_positive": 0.13567171039732687, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0162942227907479, "total_loss": 0.8040417032898404}
{"data_time": 0.014485764317214489, "eta_seconds": 73829.60187457502, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2789546225614928, "fast_rcnn/fg_cls_accuracy": 0.6716391009329941, "iteration": 195999, "loss_box_reg": 0.19964163191616535, "loss_cls": 0.16118296096101403, "loss_mask": 0.22072583436965942, "loss_rpn_cls": 0.03237303823698312, "loss_rpn_loc": 0.059727504616603255, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962541260095973, "mask_rcnn/false_negative": 0.09247264420428658, "mask_rcnn/false_positive": 0.11473487374058133, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9945329469628632, "total_loss": 0.6757670071092434}
{"data_time": 0.014577516354620457, "eta_seconds": 73801.79940853268, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3179495542509241, "fast_rcnn/fg_cls_accuracy": 0.6619953368511473, "iteration": 196019, "loss_box_reg": 0.20048105157911777, "loss_cls": 0.16564849391579628, "loss_mask": 0.23361659608781338, "loss_rpn_cls": 0.03388543357141316, "loss_rpn_loc": 0.07043423596769571, "lr": 0.0001, "mask_rcnn/accuracy": 0.8915821047329637, "mask_rcnn/false_negative": 0.08559703078115377, "mask_rcnn/false_positive": 0.11300227856937875, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0226865620352328, "total_loss": 0.7307799707050435}
{"data_time": 0.019517583772540092, "eta_seconds": 73803.37914833799, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28771064034665383, "fast_rcnn/fg_cls_accuracy": 0.6971076629916972, "iteration": 196039, "loss_box_reg": 0.21251588128507137, "loss_cls": 0.1744288131594658, "loss_mask": 0.23296751268208027, "loss_rpn_cls": 0.026934387278743088, "loss_rpn_loc": 0.0542782706907019, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916334275645742, "mask_rcnn/false_negative": 0.09306952540396518, "mask_rcnn/false_positive": 0.11892120370843304, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0058865882456303, "total_loss": 0.6937653701752424}
{"data_time": 0.015164483338594437, "eta_seconds": 73769.74003521726, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2805978747919601, "fast_rcnn/fg_cls_accuracy": 0.6954514363885089, "iteration": 196059, "loss_box_reg": 0.20175722800195217, "loss_cls": 0.16891370061784983, "loss_mask": 0.2422787770628929, "loss_rpn_cls": 0.03524827025830746, "loss_rpn_loc": 0.0863997582346201, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977711254569856, "mask_rcnn/false_negative": 0.08861057245790688, "mask_rcnn/false_positive": 0.11321232227169037, "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": 0.9759444580413401, "total_loss": 0.7202110688667744}
{"data_time": 0.021206806413829327, "eta_seconds": 73741.94393455982, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30550401978973407, "fast_rcnn/fg_cls_accuracy": 0.6728566426570628, "iteration": 196079, "loss_box_reg": 0.22291501238942146, "loss_cls": 0.16930388379842043, "loss_mask": 0.2400653474032879, "loss_rpn_cls": 0.028294400544837117, "loss_rpn_loc": 0.06533445394597948, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956291398138203, "mask_rcnn/false_negative": 0.09753896160838546, "mask_rcnn/false_positive": 0.11361406210425257, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.02344322623685, "total_loss": 0.7378305831807666}
{"data_time": 0.020557743031531572, "eta_seconds": 73738.34676039405, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24500458002258058, "fast_rcnn/fg_cls_accuracy": 0.7312950384442989, "iteration": 196099, "loss_box_reg": 0.21762310899794102, "loss_cls": 0.1684282599017024, "loss_mask": 0.23313885740935802, "loss_rpn_cls": 0.027661589963827282, "loss_rpn_loc": 0.05719252163544297, "lr": 0.0001, "mask_rcnn/accuracy": 0.894418535115582, "mask_rcnn/false_negative": 0.09519924063098045, "mask_rcnn/false_positive": 0.11616052662237258, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0037000374868512, "total_loss": 0.6840413539903238}
{"data_time": 0.014870699029415846, "eta_seconds": 73709.87819585949, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3239837318890171, "fast_rcnn/fg_cls_accuracy": 0.6540543217881523, "iteration": 196119, "loss_box_reg": 0.21561632212251425, "loss_cls": 0.17236796533688903, "loss_mask": 0.23035462014377117, "loss_rpn_cls": 0.029029901488684118, "loss_rpn_loc": 0.0812543488573283, "lr": 0.0001, "mask_rcnn/accuracy": 0.8840913125813705, "mask_rcnn/false_negative": 0.09229218059172022, "mask_rcnn/false_positive": 0.12663802679889502, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.000913227442652, "total_loss": 0.7098289884161204}
{"data_time": 0.014730142429471016, "eta_seconds": 73703.83579605259, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2893539581437671, "fast_rcnn/fg_cls_accuracy": 0.6888958316536322, "iteration": 196139, "loss_box_reg": 0.21534600667655468, "loss_cls": 0.1853080904111266, "loss_mask": 0.23880284652113914, "loss_rpn_cls": 0.03053641796577722, "loss_rpn_loc": 0.08691528206691146, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997103765489212, "mask_rcnn/false_negative": 0.08827317763519645, "mask_rcnn/false_positive": 0.11765198054768247, "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": 1.00813791109249, "total_loss": 0.7521035666577518}
{"data_time": 0.01471273647621274, "eta_seconds": 73683.87808259577, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2679533776162426, "fast_rcnn/fg_cls_accuracy": 0.7083907757864394, "iteration": 196159, "loss_box_reg": 0.21479710470885038, "loss_cls": 0.17593396455049515, "loss_mask": 0.23496348597109318, "loss_rpn_cls": 0.033596537075936794, "loss_rpn_loc": 0.0847106616711244, "lr": 0.0001, "mask_rcnn/accuracy": 0.9176295819329021, "mask_rcnn/false_negative": 0.07771163764488875, "mask_rcnn/false_positive": 0.10757992560758826, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9823306701146066, "total_loss": 0.7459038837114349}
{"data_time": 0.017823957838118076, "eta_seconds": 73663.92036913894, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2804718217562254, "fast_rcnn/fg_cls_accuracy": 0.6689682362092297, "iteration": 196179, "loss_box_reg": 0.212357085198164, "loss_cls": 0.16735734324902296, "loss_mask": 0.24341516010463238, "loss_rpn_cls": 0.0312247050460428, "loss_rpn_loc": 0.07202675030566752, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916541821568567, "mask_rcnn/false_negative": 0.0936931814505444, "mask_rcnn/false_positive": 0.11130734628814842, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9926161128096282, "total_loss": 0.7358514382503927}
{"data_time": 0.018638703506439924, "eta_seconds": 73643.71797116473, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2659517099815607, "fast_rcnn/fg_cls_accuracy": 0.7072530825391237, "iteration": 196199, "loss_box_reg": 0.2011953517794609, "loss_cls": 0.16226194147020578, "loss_mask": 0.24366070702672005, "loss_rpn_cls": 0.03459723980631679, "loss_rpn_loc": 0.06651273218449205, "lr": 0.0001, "mask_rcnn/accuracy": 0.888444744731294, "mask_rcnn/false_negative": 0.09898064702444692, "mask_rcnn/false_positive": 0.11522571424883281, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.9978323425166309, "total_loss": 0.7014108463190496}
{"data_time": 0.016642303206026554, "eta_seconds": 73618.60925550573, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2921838588481476, "fast_rcnn/fg_cls_accuracy": 0.6800563777307963, "iteration": 196219, "loss_box_reg": 0.18860814161598682, "loss_cls": 0.15599439200013876, "loss_mask": 0.23271979577839375, "loss_rpn_cls": 0.03103322911192663, "loss_rpn_loc": 0.06059522461146116, "lr": 0.0001, "mask_rcnn/accuracy": 0.891281703385528, "mask_rcnn/false_negative": 0.09112903358940197, "mask_rcnn/false_positive": 0.1158551335046001, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9780210815370083, "total_loss": 0.6671012073638849}
{"data_time": 0.015031050890684128, "eta_seconds": 73598.653004691, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3541765487145432, "fast_rcnn/fg_cls_accuracy": 0.6397993548999146, "iteration": 196239, "loss_box_reg": 0.22339376900345087, "loss_cls": 0.1844108602963388, "loss_mask": 0.23916329443454742, "loss_rpn_cls": 0.030786833493039012, "loss_rpn_loc": 0.06677586631849408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972252815088009, "mask_rcnn/false_negative": 0.0941268873292513, "mask_rcnn/false_positive": 0.10976310154803584, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.006521051749587, "total_loss": 0.7301263903209474}
{"data_time": 0.01531795971095562, "eta_seconds": 73584.08951531164, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2856838905775076, "fast_rcnn/fg_cls_accuracy": 0.6950484154929577, "iteration": 196259, "loss_box_reg": 0.20835732948035002, "loss_cls": 0.17292925342917442, "loss_mask": 0.22875219397246838, "loss_rpn_cls": 0.03343092551222071, "loss_rpn_loc": 0.06582436372991651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960006575980954, "mask_rcnn/false_negative": 0.09883093519288455, "mask_rcnn/false_positive": 0.11460813062040626, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0225005485117435, "total_loss": 0.7202949713100679}
{"data_time": 0.017849473282694817, "eta_seconds": 73550.34734420478, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.31563269704433494, "fast_rcnn/fg_cls_accuracy": 0.6468918010752689, "iteration": 196279, "loss_box_reg": 0.20387088600546122, "loss_cls": 0.17616040632128716, "loss_mask": 0.23363818414509296, "loss_rpn_cls": 0.03355164383538067, "loss_rpn_loc": 0.08009982784278691, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993219964719532, "mask_rcnn/false_negative": 0.09736516508278897, "mask_rcnn/false_positive": 0.1052062854155088, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9806851465255022, "total_loss": 0.7406013773288578}
{"data_time": 0.015000236220657825, "eta_seconds": 73522.47386332601, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28109051839914045, "fast_rcnn/fg_cls_accuracy": 0.7004216867469879, "iteration": 196299, "loss_box_reg": 0.21783318556845188, "loss_cls": 0.17553717363625765, "loss_mask": 0.2453098762780428, "loss_rpn_cls": 0.03473401325754821, "loss_rpn_loc": 0.09038439788855612, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061318541889367, "mask_rcnn/false_negative": 0.07778208791728931, "mask_rcnn/false_positive": 0.13499584913919527, "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": 1.0115927918814123, "total_loss": 0.7489485335536301}
{"data_time": 0.021151240449398756, "eta_seconds": 73502.5220386684, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31527226830147853, "fast_rcnn/fg_cls_accuracy": 0.6427200667501043, "iteration": 196319, "loss_box_reg": 0.19788633286952972, "loss_cls": 0.1701585417613387, "loss_mask": 0.22451094165444374, "loss_rpn_cls": 0.030147769837640226, "loss_rpn_loc": 0.05987815523985773, "lr": 0.0001, "mask_rcnn/accuracy": 0.8857424897367511, "mask_rcnn/false_negative": 0.0935913472825449, "mask_rcnn/false_positive": 0.1318603021014717, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9788399748504162, "total_loss": 0.6752286332193762}
{"data_time": 0.014452285133302212, "eta_seconds": 73495.5489818845, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27565148871503353, "fast_rcnn/fg_cls_accuracy": 0.6951269874045014, "iteration": 196339, "loss_box_reg": 0.22193678189069033, "loss_cls": 0.1675751400180161, "loss_mask": 0.24579317308962345, "loss_rpn_cls": 0.036546406568959355, "loss_rpn_loc": 0.0923691326752305, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925548512818301, "mask_rcnn/false_negative": 0.08866834869937971, "mask_rcnn/false_positive": 0.12626143533119177, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9947500620037317, "total_loss": 0.7803183427313343}
{"data_time": 0.01305289939045906, "eta_seconds": 73445.37120422348, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.3215964431953093, "fast_rcnn/fg_cls_accuracy": 0.6603798446888507, "iteration": 196359, "loss_box_reg": 0.21623627468943596, "loss_cls": 0.1682626474648714, "loss_mask": 0.22735667042434216, "loss_rpn_cls": 0.02784876257646829, "loss_rpn_loc": 0.05935029604006559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8807728906111625, "mask_rcnn/false_negative": 0.0928749077015032, "mask_rcnn/false_positive": 0.13971197768181387, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9701985535211861, "total_loss": 0.6947015745390672}
{"data_time": 0.01637909421697259, "eta_seconds": 73371.31649991497, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.24399384970209492, "fast_rcnn/fg_cls_accuracy": 0.7281746864118808, "iteration": 196379, "loss_box_reg": 0.20952137000858784, "loss_cls": 0.15755789633840322, "loss_mask": 0.23163982294499874, "loss_rpn_cls": 0.0322214468033053, "loss_rpn_loc": 0.05967058287933469, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938246293677429, "mask_rcnn/false_negative": 0.09821233069843216, "mask_rcnn/false_positive": 0.10409797826953031, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9917184263467789, "total_loss": 0.720375903067179}
{"data_time": 0.014299896080046892, "eta_seconds": 73382.87896364927, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26611586043925495, "fast_rcnn/fg_cls_accuracy": 0.6829888861138862, "iteration": 196399, "loss_box_reg": 0.2076292783021927, "loss_cls": 0.17165667656809092, "loss_mask": 0.24111037328839302, "loss_rpn_cls": 0.036438974988413975, "loss_rpn_loc": 0.0662694398779422, "lr": 0.0001, "mask_rcnn/accuracy": 0.90260192814227, "mask_rcnn/false_negative": 0.09141223713238905, "mask_rcnn/false_positive": 0.11039992163904905, "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": 1.0156751219183207, "total_loss": 0.7262282320298254}
{"data_time": 0.018485997337847948, "eta_seconds": 73385.52978281863, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2964134226840348, "fast_rcnn/fg_cls_accuracy": 0.6724292721380398, "iteration": 196419, "loss_box_reg": 0.22074362821877003, "loss_cls": 0.1812543421983719, "loss_mask": 0.2374977357685566, "loss_rpn_cls": 0.029466887935996056, "loss_rpn_loc": 0.0710164022166282, "lr": 0.0001, "mask_rcnn/accuracy": 0.8865392218923799, "mask_rcnn/false_negative": 0.09365052377763997, "mask_rcnn/false_positive": 0.12579508695887553, "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": 0.9909724299795926, "total_loss": 0.7397029590792954}
{"data_time": 0.013483813032507896, "eta_seconds": 73346.84211770073, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2543802165965372, "fast_rcnn/fg_cls_accuracy": 0.7241685144124168, "iteration": 196439, "loss_box_reg": 0.1831658650189638, "loss_cls": 0.15408078208565712, "loss_mask": 0.23096482269465923, "loss_rpn_cls": 0.027885589748620987, "loss_rpn_loc": 0.056183303240686655, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016776297919346, "mask_rcnn/false_negative": 0.08394494211376965, "mask_rcnn/false_positive": 0.12142345226664192, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0010827630758286, "total_loss": 0.6491198501898907}
{"data_time": 0.01832478865981102, "eta_seconds": 73357.45318735018, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.29929727016487123, "fast_rcnn/fg_cls_accuracy": 0.6601643778610071, "iteration": 196459, "loss_box_reg": 0.2038207845762372, "loss_cls": 0.16517028398811817, "loss_mask": 0.23701642453670502, "loss_rpn_cls": 0.03419170342385769, "loss_rpn_loc": 0.06624353909865022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879955374121464, "mask_rcnn/false_negative": 0.0977565845623379, "mask_rcnn/false_positive": 0.12543930280157156, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0219663809984922, "total_loss": 0.71053698414471}
{"data_time": 0.01918380567803979, "eta_seconds": 73325.68836141378, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3182662353223101, "fast_rcnn/fg_cls_accuracy": 0.6727027965954491, "iteration": 196479, "loss_box_reg": 0.20309744123369455, "loss_cls": 0.17072380799800158, "loss_mask": 0.24129809066653252, "loss_rpn_cls": 0.03214190562721342, "loss_rpn_loc": 0.07167202257551253, "lr": 0.0001, "mask_rcnn/accuracy": 0.9086834384061828, "mask_rcnn/false_negative": 0.09537082726122424, "mask_rcnn/false_positive": 0.08582565858215832, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0021875672973692, "total_loss": 0.7164258987177163}
{"data_time": 0.013007157016545534, "eta_seconds": 73281.16407128982, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2834024131896472, "fast_rcnn/fg_cls_accuracy": 0.6691678691678692, "iteration": 196499, "loss_box_reg": 0.21086213923990726, "loss_cls": 0.16881981119513512, "loss_mask": 0.23174438811838627, "loss_rpn_cls": 0.026802089472766966, "loss_rpn_loc": 0.07633901154622436, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998952661744387, "mask_rcnn/false_negative": 0.09480946872384194, "mask_rcnn/false_positive": 0.11801158019053891, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.984093523118645, "total_loss": 0.7107270500273444}
{"data_time": 0.015714028384536505, "eta_seconds": 73298.77124343067, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.29929749965337155, "fast_rcnn/fg_cls_accuracy": 0.6497680890538033, "iteration": 196519, "loss_box_reg": 0.22126528061926365, "loss_cls": 0.1745164953172207, "loss_mask": 0.23409617133438587, "loss_rpn_cls": 0.029124720953404903, "loss_rpn_loc": 0.07488862273748964, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982064952483244, "mask_rcnn/false_negative": 0.08719584821835216, "mask_rcnn/false_positive": 0.11498559600523023, "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": 1.015968422871083, "total_loss": 0.7361612843815237}
{"data_time": 0.019819848239421844, "eta_seconds": 73283.4005416371, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.2661012456930824, "fast_rcnn/fg_cls_accuracy": 0.7084280483784207, "iteration": 196539, "loss_box_reg": 0.22018440999090672, "loss_cls": 0.16395347379148006, "loss_mask": 0.24028517305850983, "loss_rpn_cls": 0.029953121294965968, "loss_rpn_loc": 0.07633570185862482, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925175932128437, "mask_rcnn/false_negative": 0.10024441347804, "mask_rcnn/false_positive": 0.10744976772809534, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0034417053684592, "total_loss": 0.7352323799859732}
{"data_time": 0.016182517632842064, "eta_seconds": 73245.89979954064, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27506868131868134, "fast_rcnn/fg_cls_accuracy": 0.7016402714932126, "iteration": 196559, "loss_box_reg": 0.22815211862325668, "loss_cls": 0.17449413938447833, "loss_mask": 0.232748880982399, "loss_rpn_cls": 0.03492973209358752, "loss_rpn_loc": 0.07821001345291734, "lr": 0.0001, "mask_rcnn/accuracy": 0.9139810657280485, "mask_rcnn/false_negative": 0.08784733250893734, "mask_rcnn/false_positive": 0.09773625101668847, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9924825821071863, "total_loss": 0.770535685820505}
{"data_time": 0.014582530129700899, "eta_seconds": 73195.6837301515, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3056053588326112, "fast_rcnn/fg_cls_accuracy": 0.6593964257614926, "iteration": 196579, "loss_box_reg": 0.2225256096571684, "loss_cls": 0.16595007199794054, "loss_mask": 0.24737622030079365, "loss_rpn_cls": 0.03364134347066283, "loss_rpn_loc": 0.07964205206371844, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995684876990739, "mask_rcnn/false_negative": 0.08610439581058596, "mask_rcnn/false_positive": 0.10921383535229093, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9762126803398132, "total_loss": 0.7534056104486808}
{"data_time": 0.012925304938107729, "eta_seconds": 73185.5693332851, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29658084868220214, "fast_rcnn/fg_cls_accuracy": 0.6638746732447258, "iteration": 196599, "loss_box_reg": 0.21160623244941235, "loss_cls": 0.1663930080831051, "loss_mask": 0.2392850909382105, "loss_rpn_cls": 0.03333021025173366, "loss_rpn_loc": 0.0972985194530338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971044557976413, "mask_rcnn/false_negative": 0.08832609970392932, "mask_rcnn/false_positive": 0.10842676689820865, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0030938778072596, "total_loss": 0.7399119675392285}
{"data_time": 0.01563009200617671, "eta_seconds": 73165.62776125968, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2722441106459821, "fast_rcnn/fg_cls_accuracy": 0.7119023984117326, "iteration": 196619, "loss_box_reg": 0.20159014873206615, "loss_cls": 0.16452123131603003, "loss_mask": 0.22763077728450298, "loss_rpn_cls": 0.029128858004696667, "loss_rpn_loc": 0.08631300390698016, "lr": 0.0001, "mask_rcnn/accuracy": 0.901474213654534, "mask_rcnn/false_negative": 0.08379468735939871, "mask_rcnn/false_positive": 0.11323932521357408, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.993210909422487, "total_loss": 0.7129227013792843}
{"data_time": 0.01617304887622595, "eta_seconds": 73135.8670450002, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.20951590753032728, "fast_rcnn/fg_cls_accuracy": 0.7567944899478779, "iteration": 196639, "loss_box_reg": 0.19637028500437737, "loss_cls": 0.13943247217684984, "loss_mask": 0.22832470014691353, "loss_rpn_cls": 0.027355573954991996, "loss_rpn_loc": 0.07707220315933228, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024235602671301, "mask_rcnn/false_negative": 0.0816105857019068, "mask_rcnn/false_positive": 0.09751457457493289, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 0.978305097669363, "total_loss": 0.6683883420191705}
{"data_time": 0.015937161166220903, "eta_seconds": 73110.8799289167, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.30140433815350387, "fast_rcnn/fg_cls_accuracy": 0.6883866995073891, "iteration": 196659, "loss_box_reg": 0.21132404264062643, "loss_cls": 0.15928353928029537, "loss_mask": 0.2395337037742138, "loss_rpn_cls": 0.03163809212855995, "loss_rpn_loc": 0.07744260551407933, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021927963104434, "mask_rcnn/false_negative": 0.08935857905106301, "mask_rcnn/false_positive": 0.1075810490262047, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9942789981141686, "total_loss": 0.7381081213243306}
{"data_time": 0.022287973668426275, "eta_seconds": 73105.80304518342, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3192924722336487, "fast_rcnn/fg_cls_accuracy": 0.6508750508750509, "iteration": 196679, "loss_box_reg": 0.2078495342284441, "loss_cls": 0.16480439342558384, "loss_mask": 0.2378684338182211, "loss_rpn_cls": 0.03450605511898175, "loss_rpn_loc": 0.06741789262741804, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862819787779057, "mask_rcnn/false_negative": 0.09914178427046962, "mask_rcnn/false_positive": 0.11562908723645901, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9889374040067196, "total_loss": 0.747077036765404}
{"data_time": 0.020163687877357006, "eta_seconds": 73119.21518975869, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.28570527037017, "fast_rcnn/fg_cls_accuracy": 0.6768051527364496, "iteration": 196699, "loss_box_reg": 0.1947113312780857, "loss_cls": 0.15541714616119862, "loss_mask": 0.23539438843727112, "loss_rpn_cls": 0.032132070045918226, "loss_rpn_loc": 0.08189808716997504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008191748164709, "mask_rcnn/false_negative": 0.08260695865346318, "mask_rcnn/false_positive": 0.1271951002391028, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9760798392817378, "total_loss": 0.7008086898713373}
{"data_time": 0.013794352300465107, "eta_seconds": 73099.26451712847, "fast_rcnn/cls_accuracy": 0.921630859375, "fast_rcnn/false_negative": 0.3586304347826087, "fast_rcnn/fg_cls_accuracy": 0.6186298342541436, "iteration": 196719, "loss_box_reg": 0.20932169631123543, "loss_cls": 0.17834051232784986, "loss_mask": 0.22936369106173515, "loss_rpn_cls": 0.03456598147749901, "loss_rpn_loc": 0.06791483936831355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932458820438046, "mask_rcnn/false_negative": 0.0919457298999321, "mask_rcnn/false_positive": 0.10705856352183395, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9685200182721019, "total_loss": 0.7531104614026845}
{"data_time": 0.025675847195088863, "eta_seconds": 73078.14822552726, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2944066515495087, "fast_rcnn/fg_cls_accuracy": 0.6863509704695407, "iteration": 196739, "loss_box_reg": 0.19956321455538273, "loss_cls": 0.1623296346515417, "loss_mask": 0.22907564509660006, "loss_rpn_cls": 0.02888030163012445, "loss_rpn_loc": 0.06666833272902295, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893222799748131, "mask_rcnn/false_negative": 0.09952899469782345, "mask_rcnn/false_positive": 0.10687473814578952, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9955502934753895, "total_loss": 0.6978514261427335}
{"data_time": 0.01865794090554118, "eta_seconds": 73059.36317186803, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.252517477579267, "fast_rcnn/fg_cls_accuracy": 0.7253442553491984, "iteration": 196759, "loss_box_reg": 0.1869674837216735, "loss_cls": 0.1503227036446333, "loss_mask": 0.23201371170580387, "loss_rpn_cls": 0.0314104538410902, "loss_rpn_loc": 0.061247079516761005, "lr": 0.0001, "mask_rcnn/accuracy": 0.898548781757601, "mask_rcnn/false_negative": 0.07860546121028712, "mask_rcnn/false_positive": 0.11143506778052777, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9828276042826474, "total_loss": 0.6358632351038978}
{"data_time": 0.023936931043863297, "eta_seconds": 73006.09518505633, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25806707308285415, "fast_rcnn/fg_cls_accuracy": 0.6924715494601692, "iteration": 196779, "loss_box_reg": 0.2073200484737754, "loss_cls": 0.1822078051045537, "loss_mask": 0.23315961472690105, "loss_rpn_cls": 0.034792858466971666, "loss_rpn_loc": 0.06246833852492273, "lr": 0.0001, "mask_rcnn/accuracy": 0.9151164263287158, "mask_rcnn/false_negative": 0.09187843248799651, "mask_rcnn/false_positive": 0.10742474013858946, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9832488265819848, "total_loss": 0.7162359689828008}
{"data_time": 0.01695194886997342, "eta_seconds": 72912.55959626287, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28459168755221387, "fast_rcnn/fg_cls_accuracy": 0.6704545454545454, "iteration": 196799, "loss_box_reg": 0.2019039848819375, "loss_cls": 0.16065595299005508, "loss_mask": 0.22966368310153484, "loss_rpn_cls": 0.03350772918201983, "loss_rpn_loc": 0.0670214791316539, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068275420880614, "mask_rcnn/false_negative": 0.08693986469509982, "mask_rcnn/false_positive": 0.10707034953716968, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9694724655710161, "total_loss": 0.7079268030356616}
{"data_time": 0.020867923740297556, "eta_seconds": 72836.5700684581, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.22195985832349469, "fast_rcnn/fg_cls_accuracy": 0.762488007675088, "iteration": 196819, "loss_box_reg": 0.19576232321560383, "loss_cls": 0.1617815913632512, "loss_mask": 0.21796578168869019, "loss_rpn_cls": 0.032158058835193515, "loss_rpn_loc": 0.07388933340553194, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024505626627499, "mask_rcnn/false_negative": 0.08865428161501926, "mask_rcnn/false_positive": 0.10573425580199983, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9843933135271072, "total_loss": 0.689821639098227}
{"data_time": 0.020416060462594032, "eta_seconds": 72845.06545186043, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.28018048128342243, "fast_rcnn/fg_cls_accuracy": 0.6565420560747663, "iteration": 196839, "loss_box_reg": 0.19566669687628746, "loss_cls": 0.1598134431988001, "loss_mask": 0.22303718328475952, "loss_rpn_cls": 0.031525146681815386, "loss_rpn_loc": 0.07516826270148158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981257200682471, "mask_rcnn/false_negative": 0.09291846085659491, "mask_rcnn/false_positive": 0.10730716934612373, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0040644789114594, "total_loss": 0.677526828716509}
{"data_time": 0.014934555161744356, "eta_seconds": 72836.78898403421, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30275602187084383, "fast_rcnn/fg_cls_accuracy": 0.674963827093507, "iteration": 196859, "loss_box_reg": 0.2115438338369131, "loss_cls": 0.17616957472637296, "loss_mask": 0.23129668645560741, "loss_rpn_cls": 0.030066274339333177, "loss_rpn_loc": 0.07846515160053968, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908721985306998, "mask_rcnn/false_negative": 0.08671315295700092, "mask_rcnn/false_positive": 0.1385441451534773, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0101459925062954, "total_loss": 0.7214610574301332}
{"data_time": 0.016544324345886707, "eta_seconds": 72776.85164533556, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2638173302107728, "fast_rcnn/fg_cls_accuracy": 0.7011429704016914, "iteration": 196879, "loss_box_reg": 0.21018948964774609, "loss_cls": 0.17651219479739666, "loss_mask": 0.233981441706419, "loss_rpn_cls": 0.03943078184965998, "loss_rpn_loc": 0.07972661918029189, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004881168387878, "mask_rcnn/false_negative": 0.0997490184530979, "mask_rcnn/false_positive": 0.10757821664682254, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9910828107967973, "total_loss": 0.7473108562408015}
{"data_time": 0.017250725533813238, "eta_seconds": 72785.32373607159, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2807849293563579, "fast_rcnn/fg_cls_accuracy": 0.6583487940630798, "iteration": 196899, "loss_box_reg": 0.21299087535589933, "loss_cls": 0.17135784961283207, "loss_mask": 0.2293519750237465, "loss_rpn_cls": 0.03315068187657744, "loss_rpn_loc": 0.07375070825219154, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989906960581185, "mask_rcnn/false_negative": 0.09433570955652561, "mask_rcnn/false_positive": 0.1063759632213821, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0053110402077436, "total_loss": 0.7131482785334811}
{"data_time": 0.014175528660416603, "eta_seconds": 72627.3591452837, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2854191263282172, "fast_rcnn/fg_cls_accuracy": 0.7079470680190496, "iteration": 196919, "loss_box_reg": 0.20264036022126675, "loss_cls": 0.16745423106476665, "loss_mask": 0.2253634613007307, "loss_rpn_cls": 0.03452344692777842, "loss_rpn_loc": 0.06865304720122367, "lr": 0.0001, "mask_rcnn/accuracy": 0.9078681427928315, "mask_rcnn/false_negative": 0.0810018376151914, "mask_rcnn/false_positive": 0.10248279967290902, "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": 0.9782492555677891, "total_loss": 0.712862360640429}
{"data_time": 0.02055936213582754, "eta_seconds": 72640.44947468676, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23787421675562775, "fast_rcnn/fg_cls_accuracy": 0.7413611279650978, "iteration": 196939, "loss_box_reg": 0.2067152690142393, "loss_cls": 0.17124822502955794, "loss_mask": 0.23874034732580185, "loss_rpn_cls": 0.02828752831555903, "loss_rpn_loc": 0.06642747099976987, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054890957848066, "mask_rcnn/false_negative": 0.08578155371739997, "mask_rcnn/false_positive": 0.10834253955451217, "roi_head/num_bg_samples": 458.125, "roi_head/num_fg_samples": 53.875, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9998398167081177, "total_loss": 0.6776204318739474}
{"data_time": 0.014817256946116686, "eta_seconds": 72729.87262152135, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27957597173144877, "fast_rcnn/fg_cls_accuracy": 0.6857891637220259, "iteration": 196959, "loss_box_reg": 0.21859741397202015, "loss_cls": 0.18442581873387098, "loss_mask": 0.24234944954514503, "loss_rpn_cls": 0.02892973506823182, "loss_rpn_loc": 0.07362448866479099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913798053584858, "mask_rcnn/false_negative": 0.09733414540231348, "mask_rcnn/false_positive": 0.1219555635449216, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0152908149175346, "total_loss": 0.7587894448079169}
{"data_time": 0.018585386220365763, "eta_seconds": 72709.95754139498, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.30545945945945946, "fast_rcnn/fg_cls_accuracy": 0.6712093023255814, "iteration": 196979, "loss_box_reg": 0.19095877651125193, "loss_cls": 0.1747611053287983, "loss_mask": 0.2392552550882101, "loss_rpn_cls": 0.03140618442557752, "loss_rpn_loc": 0.0691063532140106, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926603717420044, "mask_rcnn/false_negative": 0.08927551437171591, "mask_rcnn/false_positive": 0.12549803849685903, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0113007561303675, "total_loss": 0.7386858521495014}
{"data_time": 0.016570803709328175, "eta_seconds": 72685.75420975685, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2601418955794069, "fast_rcnn/fg_cls_accuracy": 0.6950506008855155, "iteration": 196999, "loss_box_reg": 0.21162852924317122, "loss_cls": 0.16091621667146683, "loss_mask": 0.2304042223840952, "loss_rpn_cls": 0.02640233444981277, "loss_rpn_loc": 0.06065213697729632, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062763262588573, "mask_rcnn/false_negative": 0.08968293848127268, "mask_rcnn/false_positive": 0.11092501767046814, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9844708582386374, "total_loss": 0.7002282401663251}
{"data_time": 0.016783003695309162, "eta_seconds": 72694.29347758181, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2639168584579977, "fast_rcnn/fg_cls_accuracy": 0.7149621212121212, "iteration": 197019, "loss_box_reg": 0.1936580128967762, "loss_cls": 0.15828224644064903, "loss_mask": 0.23468840681016445, "loss_rpn_cls": 0.03219276946038008, "loss_rpn_loc": 0.07360737747512758, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028560386671403, "mask_rcnn/false_negative": 0.07866353888558134, "mask_rcnn/false_positive": 0.10582882098440803, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0380500489845872, "total_loss": 0.7378174550831318}
{"data_time": 0.015203832183033228, "eta_seconds": 72645.92639923096, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.23214840714840715, "fast_rcnn/fg_cls_accuracy": 0.6927903436276641, "iteration": 197039, "loss_box_reg": 0.20038704201579094, "loss_cls": 0.16328282468020916, "loss_mask": 0.23418983444571495, "loss_rpn_cls": 0.031211456283926964, "loss_rpn_loc": 0.07632264192216098, "lr": 0.0001, "mask_rcnn/accuracy": 0.900406988453276, "mask_rcnn/false_negative": 0.08748761124407413, "mask_rcnn/false_positive": 0.10729547957602936, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9533359641209245, "total_loss": 0.6785524968872778}
{"data_time": 0.014362590853124857, "eta_seconds": 72654.45007200353, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.27825893848545413, "fast_rcnn/fg_cls_accuracy": 0.7038989047203644, "iteration": 197059, "loss_box_reg": 0.2166357021778822, "loss_cls": 0.17094399593770504, "loss_mask": 0.24238171428442, "loss_rpn_cls": 0.0322104498045519, "loss_rpn_loc": 0.07188097236212343, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071130513331249, "mask_rcnn/false_negative": 0.08108511050070377, "mask_rcnn/false_positive": 0.10634928463536987, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9776366073638201, "total_loss": 0.7345975717762485}
{"data_time": 0.016503659542649984, "eta_seconds": 72692.192042768, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.285924857806617, "fast_rcnn/fg_cls_accuracy": 0.7065789473684211, "iteration": 197079, "loss_box_reg": 0.20515212882310152, "loss_cls": 0.17245627660304308, "loss_mask": 0.23041953332722187, "loss_rpn_cls": 0.03203106246655807, "loss_rpn_loc": 0.06216307124122977, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999457067160163, "mask_rcnn/false_negative": 0.09825128773388472, "mask_rcnn/false_positive": 0.10770019975212802, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0169838978908956, "total_loss": 0.7086923806928098}
{"data_time": 0.01895275479182601, "eta_seconds": 72672.25452437997, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3088272242539293, "fast_rcnn/fg_cls_accuracy": 0.6593913092806898, "iteration": 197099, "loss_box_reg": 0.22636820003390312, "loss_cls": 0.1766752414405346, "loss_mask": 0.2425802145153284, "loss_rpn_cls": 0.032922555692493916, "loss_rpn_loc": 0.07498969556763768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978452495812153, "mask_rcnn/false_negative": 0.08902315802377403, "mask_rcnn/false_positive": 0.1142507728581166, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0165011030621827, "total_loss": 0.7645978610962629}
{"data_time": 0.020099220797419548, "eta_seconds": 72628.95620040596, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2863457060025664, "fast_rcnn/fg_cls_accuracy": 0.6914803504157285, "iteration": 197119, "loss_box_reg": 0.2116817906498909, "loss_cls": 0.16375842690467834, "loss_mask": 0.24297255650162697, "loss_rpn_cls": 0.030328782158903778, "loss_rpn_loc": 0.06706391263287514, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928036201473631, "mask_rcnn/false_negative": 0.11156860321580735, "mask_rcnn/false_positive": 0.10908176107561218, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9913852061145008, "total_loss": 0.7084129098802805}
{"data_time": 0.016961597837507725, "eta_seconds": 72520.3909318801, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2774864024864025, "fast_rcnn/fg_cls_accuracy": 0.6753123944613306, "iteration": 197139, "loss_box_reg": 0.18810199201107025, "loss_cls": 0.15191303053870797, "loss_mask": 0.2413154449313879, "loss_rpn_cls": 0.033332627499476075, "loss_rpn_loc": 0.061827954137697816, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960014062054878, "mask_rcnn/false_negative": 0.08654820954027888, "mask_rcnn/false_positive": 0.11942765912033244, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9794279858469963, "total_loss": 0.6878542399499565}
{"data_time": 0.012607158161699772, "eta_seconds": 72535.93143777922, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.24338777500152353, "fast_rcnn/fg_cls_accuracy": 0.712147297214943, "iteration": 197159, "loss_box_reg": 0.2142630647867918, "loss_cls": 0.19139409624040127, "loss_mask": 0.24188156612217426, "loss_rpn_cls": 0.033145450172014534, "loss_rpn_loc": 0.07993848505429924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980756014889644, "mask_rcnn/false_negative": 0.09685741188843486, "mask_rcnn/false_positive": 0.11041565288020534, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0162160089239478, "total_loss": 0.7376850345171988}
{"data_time": 0.015092807356268167, "eta_seconds": 72516.01492722519, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3028100775193798, "fast_rcnn/fg_cls_accuracy": 0.6676501992487653, "iteration": 197179, "loss_box_reg": 0.2054968336597085, "loss_cls": 0.15749520808458328, "loss_mask": 0.23167423345148563, "loss_rpn_cls": 0.027506094716954976, "loss_rpn_loc": 0.07617646071594208, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991203802686568, "mask_rcnn/false_negative": 0.09089959226091539, "mask_rcnn/false_positive": 0.11590074104265122, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9899827404879034, "total_loss": 0.7284240969165694}
{"data_time": 0.015519143547862768, "eta_seconds": 72460.67059896886, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33308865508522956, "fast_rcnn/fg_cls_accuracy": 0.6205989284347493, "iteration": 197199, "loss_box_reg": 0.20626129815354943, "loss_cls": 0.16663061268627644, "loss_mask": 0.224223917350173, "loss_rpn_cls": 0.0315989934024401, "loss_rpn_loc": 0.06552313221618533, "lr": 0.0001, "mask_rcnn/accuracy": 0.893312297988889, "mask_rcnn/false_negative": 0.08994080859927689, "mask_rcnn/false_positive": 0.11146266677222194, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9681130945682526, "total_loss": 0.6995627917349339}
{"data_time": 0.017105836421251297, "eta_seconds": 72495.07644969039, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2875848602087744, "fast_rcnn/fg_cls_accuracy": 0.6801536214637313, "iteration": 197219, "loss_box_reg": 0.2034650258719921, "loss_cls": 0.17246145848184824, "loss_mask": 0.22678942792117596, "loss_rpn_cls": 0.03221247089095414, "loss_rpn_loc": 0.06410955055616796, "lr": 0.0001, "mask_rcnn/accuracy": 0.902748517867682, "mask_rcnn/false_negative": 0.08210111523386793, "mask_rcnn/false_positive": 0.11865546048900255, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0270227240398526, "total_loss": 0.6969911725027487}
{"data_time": 0.015732209663838148, "eta_seconds": 72378.72500676662, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28067406974478865, "fast_rcnn/fg_cls_accuracy": 0.6872261264985531, "iteration": 197239, "loss_box_reg": 0.2153108473867178, "loss_cls": 0.16289813863113523, "loss_mask": 0.2353893667459488, "loss_rpn_cls": 0.03137642191722989, "loss_rpn_loc": 0.06873517716303468, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958292265769945, "mask_rcnn/false_negative": 0.08143106758785829, "mask_rcnn/false_positive": 0.130262134149428, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.976901039481163, "total_loss": 0.718170280684717}
{"data_time": 0.014829905238002539, "eta_seconds": 72289.46502774954, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.27541122832111564, "fast_rcnn/fg_cls_accuracy": 0.6809005008519646, "iteration": 197259, "loss_box_reg": 0.20122930128127337, "loss_cls": 0.1729026921093464, "loss_mask": 0.23955459520220757, "loss_rpn_cls": 0.0318243196234107, "loss_rpn_loc": 0.06481572147458792, "lr": 0.0001, "mask_rcnn/accuracy": 0.9062783886846664, "mask_rcnn/false_negative": 0.08445224251113856, "mask_rcnn/false_positive": 0.09150079498623344, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9958257833495736, "total_loss": 0.7294636450242251}
{"data_time": 0.019264812115579844, "eta_seconds": 72238.25452242047, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2855578910492206, "fast_rcnn/fg_cls_accuracy": 0.6919724351953268, "iteration": 197279, "loss_box_reg": 0.1906636580824852, "loss_cls": 0.15092613734304905, "loss_mask": 0.24227159097790718, "loss_rpn_cls": 0.03410566668026149, "loss_rpn_loc": 0.06332539021968842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8885920895501782, "mask_rcnn/false_negative": 0.10443983317818234, "mask_rcnn/false_positive": 0.12703701061043482, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9623469784855843, "total_loss": 0.7143421022919938}
{"data_time": 0.015693598426878452, "eta_seconds": 72192.54136797972, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.27152081474093126, "fast_rcnn/fg_cls_accuracy": 0.7065418072075271, "iteration": 197299, "loss_box_reg": 0.2037029666826129, "loss_cls": 0.16603775322437286, "loss_mask": 0.2240524422377348, "loss_rpn_cls": 0.03460105252452195, "loss_rpn_loc": 0.06681230338290334, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968473784071451, "mask_rcnn/false_negative": 0.08047857419820753, "mask_rcnn/false_positive": 0.11021635570173995, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0086773848161101, "total_loss": 0.6979927555657923}
{"data_time": 0.015310212038457394, "eta_seconds": 72267.96279096976, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3194977168949772, "fast_rcnn/fg_cls_accuracy": 0.6571804074205125, "iteration": 197319, "loss_box_reg": 0.21025420911610126, "loss_cls": 0.1797870146110654, "loss_mask": 0.24063679948449135, "loss_rpn_cls": 0.03349039005115628, "loss_rpn_loc": 0.07344633643515408, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961063057335685, "mask_rcnn/false_negative": 0.08983965790419256, "mask_rcnn/false_positive": 0.12655674679365242, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0102560720406473, "total_loss": 0.7410140638239682}
{"data_time": 0.01506099198013544, "eta_seconds": 72323.35690663196, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.30490288790281517, "fast_rcnn/fg_cls_accuracy": 0.663686622535826, "iteration": 197339, "loss_box_reg": 0.19458611868321896, "loss_cls": 0.15013381745666265, "loss_mask": 0.227160157635808, "loss_rpn_cls": 0.032421589363366365, "loss_rpn_loc": 0.06861105607822537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8873810348743711, "mask_rcnn/false_negative": 0.09881173385935951, "mask_rcnn/false_positive": 0.12221647976151424, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.028957996983081, "total_loss": 0.7263805681141093}
{"data_time": 0.014542363584041595, "eta_seconds": 72346.0529576242, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2991333911656721, "fast_rcnn/fg_cls_accuracy": 0.6773005282179594, "iteration": 197359, "loss_box_reg": 0.21234659664332867, "loss_cls": 0.16932272352278233, "loss_mask": 0.2342690695077181, "loss_rpn_cls": 0.0352239174535498, "loss_rpn_loc": 0.07802122249267995, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992191674971475, "mask_rcnn/false_negative": 0.09589018151832363, "mask_rcnn/false_positive": 0.10042754457117323, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9644128764048219, "total_loss": 0.7488006528001279}
{"data_time": 0.017707205843180418, "eta_seconds": 72264.02253726497, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2984230613300527, "fast_rcnn/fg_cls_accuracy": 0.6724475810329903, "iteration": 197379, "loss_box_reg": 0.2136949123814702, "loss_cls": 0.18669121712446213, "loss_mask": 0.2361330110579729, "loss_rpn_cls": 0.03755881555844098, "loss_rpn_loc": 0.07854909461457282, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980090104967702, "mask_rcnn/false_negative": 0.0920036797608816, "mask_rcnn/false_positive": 0.11719203108169648, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9676215830259025, "total_loss": 0.7737534723710269}
{"data_time": 0.013245958834886551, "eta_seconds": 72153.61711531878, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2884990253411306, "fast_rcnn/fg_cls_accuracy": 0.6819956477214542, "iteration": 197399, "loss_box_reg": 0.2005260530859232, "loss_cls": 0.16099902149289846, "loss_mask": 0.22184161841869354, "loss_rpn_cls": 0.02375430683605373, "loss_rpn_loc": 0.0519480612128973, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951688816068621, "mask_rcnn/false_negative": 0.09628248008783996, "mask_rcnn/false_positive": 0.11457488031075827, "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": 0.98752122791484, "total_loss": 0.6776494673686102}
{"data_time": 0.022398941684514284, "eta_seconds": 72133.74008581042, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2973143564356435, "fast_rcnn/fg_cls_accuracy": 0.6828341584158416, "iteration": 197419, "loss_box_reg": 0.2127025630325079, "loss_cls": 0.17911496479064226, "loss_mask": 0.22599468380212784, "loss_rpn_cls": 0.03313085573608987, "loss_rpn_loc": 0.06083311658585444, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946375425170068, "mask_rcnn/false_negative": 0.10170497921451707, "mask_rcnn/false_positive": 0.10459729591618663, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0037121884524822, "total_loss": 0.729138121358119}
{"data_time": 0.02277481835335493, "eta_seconds": 72113.86305630207, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31208538709557865, "fast_rcnn/fg_cls_accuracy": 0.6325795729250605, "iteration": 197439, "loss_box_reg": 0.23005445208400488, "loss_cls": 0.17129059974104166, "loss_mask": 0.24854563735425472, "loss_rpn_cls": 0.035354316933080554, "loss_rpn_loc": 0.09043845580890775, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083538557303833, "mask_rcnn/false_negative": 0.08113433504725684, "mask_rcnn/false_positive": 0.09883588042149369, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.999731820076704, "total_loss": 0.7821025418816134}
{"data_time": 0.014666541945189238, "eta_seconds": 72018.22453879751, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2716883953001771, "fast_rcnn/fg_cls_accuracy": 0.6688630095004597, "iteration": 197459, "loss_box_reg": 0.20131513383239508, "loss_cls": 0.17013505287468433, "loss_mask": 0.2421328779309988, "loss_rpn_cls": 0.03891984396614134, "loss_rpn_loc": 0.07086716080084443, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992348562083784, "mask_rcnn/false_negative": 0.08801334026479071, "mask_rcnn/false_positive": 0.12934657423347465, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9547623856924474, "total_loss": 0.7390141235664487}
{"data_time": 0.015614569187164307, "eta_seconds": 71980.58078607544, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.29165719481700386, "fast_rcnn/fg_cls_accuracy": 0.6820314043057476, "iteration": 197479, "loss_box_reg": 0.21107571851462126, "loss_cls": 0.17136986926198006, "loss_mask": 0.24198274314403534, "loss_rpn_cls": 0.03782438952475786, "loss_rpn_loc": 0.0635681296698749, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978872897914845, "mask_rcnn/false_negative": 0.08490542795133094, "mask_rcnn/false_positive": 0.11511182533345292, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9844987113028765, "total_loss": 0.731504118652083}
{"data_time": 0.019823802635073662, "eta_seconds": 71977.1834788844, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2923852525801195, "fast_rcnn/fg_cls_accuracy": 0.6584179706884573, "iteration": 197499, "loss_box_reg": 0.21348753944039345, "loss_cls": 0.19046420603990555, "loss_mask": 0.23755628988146782, "loss_rpn_cls": 0.035371307050809264, "loss_rpn_loc": 0.07979526335839182, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017194797695198, "mask_rcnn/false_negative": 0.07997917079720404, "mask_rcnn/false_positive": 0.11878668894638383, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0134322121739388, "total_loss": 0.7720491868676618}
{"data_time": 0.0156025355681777, "eta_seconds": 71958.65611486137, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3391223867595819, "fast_rcnn/fg_cls_accuracy": 0.6234592184631524, "iteration": 197519, "loss_box_reg": 0.18813522905111313, "loss_cls": 0.16379385255277157, "loss_mask": 0.23810277320444584, "loss_rpn_cls": 0.027606386109255254, "loss_rpn_loc": 0.06907663843594491, "lr": 0.0001, "mask_rcnn/accuracy": 0.897886939710248, "mask_rcnn/false_negative": 0.0816679784698946, "mask_rcnn/false_positive": 0.12909194306918104, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0100867305882275, "total_loss": 0.7244362707133405}
{"data_time": 0.02593672927469015, "eta_seconds": 71928.55966954492, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2795629659278531, "fast_rcnn/fg_cls_accuracy": 0.6830939177629638, "iteration": 197539, "loss_box_reg": 0.21353482082486153, "loss_cls": 0.1649028630927205, "loss_mask": 0.23803861625492573, "loss_rpn_cls": 0.02769104321487248, "loss_rpn_loc": 0.07700214127544314, "lr": 0.0001, "mask_rcnn/accuracy": 0.887576029800473, "mask_rcnn/false_negative": 0.09315740954362467, "mask_rcnn/false_positive": 0.13173993708985174, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9750757394358516, "total_loss": 0.7286783318268135}
{"data_time": 0.015109524130821228, "eta_seconds": 71908.70635470375, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30454237288135594, "fast_rcnn/fg_cls_accuracy": 0.6682425737355849, "iteration": 197559, "loss_box_reg": 0.2206848431378603, "loss_cls": 0.18544682674109936, "loss_mask": 0.2510401252657175, "loss_rpn_cls": 0.02876707469113171, "loss_rpn_loc": 0.0674144655931741, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995642633435099, "mask_rcnn/false_negative": 0.08967834473947972, "mask_rcnn/false_positive": 0.10555054683615034, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.990318326279521, "total_loss": 0.7709073946462013}
{"data_time": 0.014937419909983873, "eta_seconds": 71899.08769092523, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29807196206574615, "fast_rcnn/fg_cls_accuracy": 0.6649203017149363, "iteration": 197579, "loss_box_reg": 0.21533067896962166, "loss_cls": 0.18302076403051615, "loss_mask": 0.232698081061244, "loss_rpn_cls": 0.03967875777743757, "loss_rpn_loc": 0.0707545094192028, "lr": 0.0001, "mask_rcnn/accuracy": 0.909290125375361, "mask_rcnn/false_negative": 0.08932614125646993, "mask_rcnn/false_positive": 0.10340380270087021, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0114282262511551, "total_loss": 0.7536219924222678}
{"data_time": 0.02142393682152033, "eta_seconds": 71868.99972502142, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3018724048491055, "fast_rcnn/fg_cls_accuracy": 0.6625266731900545, "iteration": 197599, "loss_box_reg": 0.21080749481916428, "loss_cls": 0.17876005172729492, "loss_mask": 0.2320322599261999, "loss_rpn_cls": 0.03136361809447408, "loss_rpn_loc": 0.08014470618218184, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066527932757104, "mask_rcnn/false_negative": 0.09419056563797185, "mask_rcnn/false_positive": 0.09731633941146459, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9896658342331648, "total_loss": 0.7371321527753025}
{"data_time": 0.018959762528538704, "eta_seconds": 71859.37540830113, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.32231989181214654, "fast_rcnn/fg_cls_accuracy": 0.6610196243489241, "iteration": 197619, "loss_box_reg": 0.21347145549952984, "loss_cls": 0.18618542794138193, "loss_mask": 0.24269278347492218, "loss_rpn_cls": 0.03059136774390936, "loss_rpn_loc": 0.08336646528914571, "lr": 0.0001, "mask_rcnn/accuracy": 0.88763408326582, "mask_rcnn/false_negative": 0.09414694005111175, "mask_rcnn/false_positive": 0.10818615425829017, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0290299523621798, "total_loss": 0.7815208334650379}
{"data_time": 0.014494523406028748, "eta_seconds": 71838.19305561483, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.26737307871448535, "fast_rcnn/fg_cls_accuracy": 0.7016057091882248, "iteration": 197639, "loss_box_reg": 0.20036941207945347, "loss_cls": 0.16559666488319635, "loss_mask": 0.23324083909392357, "loss_rpn_cls": 0.030517003615386784, "loss_rpn_loc": 0.06895628455094993, "lr": 0.0001, "mask_rcnn/accuracy": 0.905997155434294, "mask_rcnn/false_negative": 0.07997765343349916, "mask_rcnn/false_positive": 0.10889198900141965, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9898261409252882, "total_loss": 0.7173842214979231}
{"data_time": 0.02138777170330286, "eta_seconds": 71805.58789459988, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2864212839087211, "fast_rcnn/fg_cls_accuracy": 0.7001378091343489, "iteration": 197659, "loss_box_reg": 0.21025755163282156, "loss_cls": 0.16520783491432667, "loss_mask": 0.22920509614050388, "loss_rpn_cls": 0.029661660781130195, "loss_rpn_loc": 0.06538882071617991, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081089035394287, "mask_rcnn/false_negative": 0.08889772433019465, "mask_rcnn/false_positive": 0.11010983084792647, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9674426536075771, "total_loss": 0.7277115781325847}
{"data_time": 0.019356105476617813, "eta_seconds": 71812.17758715153, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3069048948445934, "fast_rcnn/fg_cls_accuracy": 0.6533699633699634, "iteration": 197679, "loss_box_reg": 0.22724586725234985, "loss_cls": 0.1696949005126953, "loss_mask": 0.23807886987924576, "loss_rpn_cls": 0.0319003826007247, "loss_rpn_loc": 0.06938394322060049, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002326628078836, "mask_rcnn/false_negative": 0.09081812303924967, "mask_rcnn/false_positive": 0.12042361279245695, "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": 1.011982832569629, "total_loss": 0.7353988405084237}
{"data_time": 0.016012847423553467, "eta_seconds": 71810.05645561963, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24829537963119924, "fast_rcnn/fg_cls_accuracy": 0.7288913954237835, "iteration": 197699, "loss_box_reg": 0.21707933396100998, "loss_cls": 0.18247476872056723, "loss_mask": 0.2317658867686987, "loss_rpn_cls": 0.03492552420357242, "loss_rpn_loc": 0.06714984821155667, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045034826679677, "mask_rcnn/false_negative": 0.0759862419850009, "mask_rcnn/false_positive": 0.11001007656237471, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9968268186785281, "total_loss": 0.7606287953676656}
{"data_time": 0.015381359960883856, "eta_seconds": 71845.57507742196, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3220314938289119, "fast_rcnn/fg_cls_accuracy": 0.6558652988403211, "iteration": 197719, "loss_box_reg": 0.2158106416463852, "loss_cls": 0.1707454388961196, "loss_mask": 0.24084774032235146, "loss_rpn_cls": 0.03287367074517533, "loss_rpn_loc": 0.0639928609598428, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913259472996515, "mask_rcnn/false_negative": 0.09900376762070237, "mask_rcnn/false_positive": 0.11078397131803819, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0068064350634813, "total_loss": 0.732436059275642}
{"data_time": 0.024945257231593132, "eta_seconds": 71812.80783733353, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3036958204334365, "fast_rcnn/fg_cls_accuracy": 0.6733446233508299, "iteration": 197739, "loss_box_reg": 0.22783109545707703, "loss_cls": 0.1801033429801464, "loss_mask": 0.23647837154567242, "loss_rpn_cls": 0.03174481226596981, "loss_rpn_loc": 0.07347086956724524, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011692705798886, "mask_rcnn/false_negative": 0.09027833305637009, "mask_rcnn/false_positive": 0.10654009409409199, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.990320444572717, "total_loss": 0.7713906465796754}
{"data_time": 0.020202724263072014, "eta_seconds": 71794.55225441605, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3216878402903811, "fast_rcnn/fg_cls_accuracy": 0.6703809523809523, "iteration": 197759, "loss_box_reg": 0.21749590896070004, "loss_cls": 0.1838932866230607, "loss_mask": 0.23066116403788328, "loss_rpn_cls": 0.029330469202250242, "loss_rpn_loc": 0.06442932644858956, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892594905094905, "mask_rcnn/false_negative": 0.08818549667530165, "mask_rcnn/false_positive": 0.11597739287165029, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9982740944251418, "total_loss": 0.7377173301065341}
{"data_time": 0.014041250571608543, "eta_seconds": 71826.71577336267, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2917779036216056, "fast_rcnn/fg_cls_accuracy": 0.688282061706645, "iteration": 197779, "loss_box_reg": 0.21497628930956125, "loss_cls": 0.17337436880916357, "loss_mask": 0.23086669109761715, "loss_rpn_cls": 0.03208533371798694, "loss_rpn_loc": 0.08000450418330729, "lr": 0.0001, "mask_rcnn/accuracy": 0.8994005491090309, "mask_rcnn/false_negative": 0.10630833315664343, "mask_rcnn/false_positive": 0.09535527152743442, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9866519984789193, "total_loss": 0.7364068742608652}
{"data_time": 0.01501234294846654, "eta_seconds": 71872.05417621881, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3051309287396666, "fast_rcnn/fg_cls_accuracy": 0.6692217776379086, "iteration": 197799, "loss_box_reg": 0.19837949145585299, "loss_cls": 0.16812452441081405, "loss_mask": 0.23715665750205517, "loss_rpn_cls": 0.03356132807675749, "loss_rpn_loc": 0.08397849136963487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947693161942292, "mask_rcnn/false_negative": 0.08203607479640133, "mask_rcnn/false_positive": 0.12831044097123584, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9913320709019899, "total_loss": 0.7431640746071935}
{"data_time": 0.012455723248422146, "eta_seconds": 71880.7952698879, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2985607809963648, "fast_rcnn/fg_cls_accuracy": 0.6861446228998593, "iteration": 197819, "loss_box_reg": 0.21243062801659107, "loss_cls": 0.1706555550917983, "loss_mask": 0.2336677797138691, "loss_rpn_cls": 0.030155024956911802, "loss_rpn_loc": 0.0782442472409457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8908029033716849, "mask_rcnn/false_negative": 0.08583429026935921, "mask_rcnn/false_positive": 0.10600358083677384, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.995005258359015, "total_loss": 0.7266545635648072}
{"data_time": 0.01944262906908989, "eta_seconds": 71866.90753757954, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3040903540903541, "fast_rcnn/fg_cls_accuracy": 0.6893356643356643, "iteration": 197839, "loss_box_reg": 0.21821149066090584, "loss_cls": 0.17578798532485962, "loss_mask": 0.23668155819177628, "loss_rpn_cls": 0.03093128837645054, "loss_rpn_loc": 0.07047101366333663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972693935528757, "mask_rcnn/false_negative": 0.09047470002746746, "mask_rcnn/false_positive": 0.0968396079461514, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0002242168411613, "total_loss": 0.7322877066908404}
{"data_time": 0.01828131778165698, "eta_seconds": 71812.3267073743, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.28053597213964154, "fast_rcnn/fg_cls_accuracy": 0.698067383216205, "iteration": 197859, "loss_box_reg": 0.23540229815989733, "loss_cls": 0.17832261882722378, "loss_mask": 0.23767974227666855, "loss_rpn_cls": 0.02935640641953796, "loss_rpn_loc": 0.07200202927924693, "lr": 0.0001, "mask_rcnn/accuracy": 0.8949241887388624, "mask_rcnn/false_negative": 0.10315562538416162, "mask_rcnn/false_positive": 0.11556414170583074, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9879524279385805, "total_loss": 0.7454466997878626}
{"data_time": 0.027704061474651098, "eta_seconds": 71833.34995077923, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2711315124213568, "fast_rcnn/fg_cls_accuracy": 0.6562320632257495, "iteration": 197879, "loss_box_reg": 0.21248959191143513, "loss_cls": 0.17478995397686958, "loss_mask": 0.2254184428602457, "loss_rpn_cls": 0.03372476436197758, "loss_rpn_loc": 0.06992618273943663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965283377162964, "mask_rcnn/false_negative": 0.09537561124873024, "mask_rcnn/false_positive": 0.11181094343540313, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0036371923051775, "total_loss": 0.7363932016305625}
{"data_time": 0.02162271086126566, "eta_seconds": 71813.42944330536, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2622314049586777, "fast_rcnn/fg_cls_accuracy": 0.6736842105263158, "iteration": 197899, "loss_box_reg": 0.20588397327810526, "loss_cls": 0.17615703074261546, "loss_mask": 0.24131770804524422, "loss_rpn_cls": 0.03323300834745169, "loss_rpn_loc": 0.07081241393461823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985394890441339, "mask_rcnn/false_negative": 0.07947741386787988, "mask_rcnn/false_positive": 0.12007665852005861, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0160182365216315, "total_loss": 0.727536131744273}
{"data_time": 0.017685173079371452, "eta_seconds": 71849.77418992668, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.27561288579725807, "fast_rcnn/fg_cls_accuracy": 0.7146619841966637, "iteration": 197919, "loss_box_reg": 0.19460838008672, "loss_cls": 0.17643327917903662, "loss_mask": 0.23127664253115654, "loss_rpn_cls": 0.02629000775050372, "loss_rpn_loc": 0.0741105426568538, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028406939698956, "mask_rcnn/false_negative": 0.08340205129983869, "mask_rcnn/false_positive": 0.10625832918358313, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0158157427795231, "total_loss": 0.7266344635281712}
{"data_time": 0.023799955379217863, "eta_seconds": 71843.36619283073, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2904245709123758, "fast_rcnn/fg_cls_accuracy": 0.6589285714285714, "iteration": 197939, "loss_box_reg": 0.22964938636869192, "loss_cls": 0.18636824563145638, "loss_mask": 0.24101736769080162, "loss_rpn_cls": 0.03648873954080045, "loss_rpn_loc": 0.0820519442204386, "lr": 0.0001, "mask_rcnn/accuracy": 0.8948850030095944, "mask_rcnn/false_negative": 0.08362756225848622, "mask_rcnn/false_positive": 0.11120530753069874, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0231752605177462, "total_loss": 0.8033008656930178}
{"data_time": 0.01601933455094695, "eta_seconds": 71779.14615532383, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2725285311990514, "fast_rcnn/fg_cls_accuracy": 0.6657862407862408, "iteration": 197959, "loss_box_reg": 0.22999192960560322, "loss_cls": 0.1688215914182365, "loss_mask": 0.24379121512174606, "loss_rpn_cls": 0.04151725076371804, "loss_rpn_loc": 0.08811021875590086, "lr": 0.0001, "mask_rcnn/accuracy": 0.891898109423195, "mask_rcnn/false_negative": 0.09477058639318728, "mask_rcnn/false_positive": 0.11369695015763792, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9887129222042859, "total_loss": 0.7618151451461017}
{"data_time": 0.015252306591719389, "eta_seconds": 71753.68444512598, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2975977347460723, "fast_rcnn/fg_cls_accuracy": 0.6861145320197044, "iteration": 197979, "loss_box_reg": 0.2113287653774023, "loss_cls": 0.16117004118859768, "loss_mask": 0.2377305831760168, "loss_rpn_cls": 0.03139058290980756, "loss_rpn_loc": 0.07630806299857795, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071917097359493, "mask_rcnn/false_negative": 0.07314162594592127, "mask_rcnn/false_positive": 0.12308157624729026, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0081191784702241, "total_loss": 0.740039979777066}
{"data_time": 0.018727806396782398, "eta_seconds": 71764.1467563808, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22214246650259778, "fast_rcnn/fg_cls_accuracy": 0.714328885400314, "iteration": 197999, "loss_box_reg": 0.20891094394028187, "loss_cls": 0.1711936704814434, "loss_mask": 0.23005094937980175, "loss_rpn_cls": 0.026769879274070263, "loss_rpn_loc": 0.07028631120920181, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029320273809107, "mask_rcnn/false_negative": 0.08898843126097246, "mask_rcnn/false_positive": 0.09560858105380693, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0126525755040348, "total_loss": 0.6986578821670264}
{"data_time": 0.015266030095517635, "eta_seconds": 71695.51500868984, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3480967230967231, "fast_rcnn/fg_cls_accuracy": 0.6318426943426944, "iteration": 198019, "loss_box_reg": 0.2252800613641739, "loss_cls": 0.1860623098909855, "loss_mask": 0.24263297766447067, "loss_rpn_cls": 0.03247729025315493, "loss_rpn_loc": 0.07435245532542467, "lr": 0.0001, "mask_rcnn/accuracy": 0.8858504262312412, "mask_rcnn/false_negative": 0.0881640474986554, "mask_rcnn/false_positive": 0.12951750787391797, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9911010805517435, "total_loss": 0.7555977433803491}
{"data_time": 0.02619167836382985, "eta_seconds": 71683.75288924202, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3086827122153209, "fast_rcnn/fg_cls_accuracy": 0.6673136645962733, "iteration": 198039, "loss_box_reg": 0.2308221533894539, "loss_cls": 0.18145561031997204, "loss_mask": 0.2376761194318533, "loss_rpn_cls": 0.02999508986249566, "loss_rpn_loc": 0.058399347704835236, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930734877062527, "mask_rcnn/false_negative": 0.09082700377165735, "mask_rcnn/false_positive": 0.1113373928687198, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9808932836167514, "total_loss": 0.7353503538761288}
{"data_time": 0.014944684226065874, "eta_seconds": 71679.50825116597, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31313818924438397, "fast_rcnn/fg_cls_accuracy": 0.6646516265736009, "iteration": 198059, "loss_box_reg": 0.21169253904372454, "loss_cls": 0.17638323921710253, "loss_mask": 0.2431570366024971, "loss_rpn_cls": 0.03007604170124978, "loss_rpn_loc": 0.07051410200074315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997337848832825, "mask_rcnn/false_negative": 0.09060358608225447, "mask_rcnn/false_positive": 0.10715384660603944, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0161272115074098, "total_loss": 0.6996737259905785}
{"data_time": 0.015091155655682087, "eta_seconds": 71635.75214538723, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2564864110290649, "fast_rcnn/fg_cls_accuracy": 0.7241581415174765, "iteration": 198079, "loss_box_reg": 0.2205356638878584, "loss_cls": 0.16125995386391878, "loss_mask": 0.2383029442280531, "loss_rpn_cls": 0.030723761301487684, "loss_rpn_loc": 0.07153383985860273, "lr": 0.0001, "mask_rcnn/accuracy": 0.9073343651001142, "mask_rcnn/false_negative": 0.0817856015895437, "mask_rcnn/false_positive": 0.10394250304993508, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0150783932767808, "total_loss": 0.7226556760724634}
{"data_time": 0.014256715774536133, "eta_seconds": 71623.98322313093, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2717557678341992, "fast_rcnn/fg_cls_accuracy": 0.7032072275550536, "iteration": 198099, "loss_box_reg": 0.21867808885872364, "loss_cls": 0.1744668446481228, "loss_mask": 0.23487482964992523, "loss_rpn_cls": 0.041379321250133216, "loss_rpn_loc": 0.09434362826868892, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981854838709677, "mask_rcnn/false_negative": 0.09171742745542724, "mask_rcnn/false_positive": 0.10926098868308354, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.032634675502777, "total_loss": 0.7737969101290219}
{"data_time": 0.019706569612026215, "eta_seconds": 71604.0600010939, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2479936221100186, "fast_rcnn/fg_cls_accuracy": 0.7245520849849374, "iteration": 198119, "loss_box_reg": 0.20853857323527336, "loss_cls": 0.16996134351938963, "loss_mask": 0.2300089355558157, "loss_rpn_cls": 0.027654357603751123, "loss_rpn_loc": 0.06882921233773232, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059154625697752, "mask_rcnn/false_negative": 0.08398996145970819, "mask_rcnn/false_positive": 0.09738184409362691, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.983217990025878, "total_loss": 0.7115500947402325}
{"data_time": 0.021009917370975018, "eta_seconds": 71584.13677905686, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.26663860830527497, "fast_rcnn/fg_cls_accuracy": 0.716133771171794, "iteration": 198139, "loss_box_reg": 0.20293723605573177, "loss_cls": 0.16604665108025074, "loss_mask": 0.22782914899289608, "loss_rpn_cls": 0.03325139108346775, "loss_rpn_loc": 0.07332045957446098, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051785496621857, "mask_rcnn/false_negative": 0.08727203253643102, "mask_rcnn/false_positive": 0.10441992784858248, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.987817794084549, "total_loss": 0.7331308476132108}
{"data_time": 0.01817941525951028, "eta_seconds": 71477.49183028936, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.29025996170089974, "fast_rcnn/fg_cls_accuracy": 0.6779405527999558, "iteration": 198159, "loss_box_reg": 0.1980495359748602, "loss_cls": 0.17451701406389475, "loss_mask": 0.23200835473835468, "loss_rpn_cls": 0.036221620393916965, "loss_rpn_loc": 0.0725767882540822, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013669450356032, "mask_rcnn/false_negative": 0.08070970287383199, "mask_rcnn/false_positive": 0.11403238650907853, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9742341511882842, "total_loss": 0.7096953631844372}
{"data_time": 0.021547861862927675, "eta_seconds": 71457.59275127202, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2624373736485892, "fast_rcnn/fg_cls_accuracy": 0.7219657213980557, "iteration": 198179, "loss_box_reg": 0.19420644454658031, "loss_cls": 0.15295877028256655, "loss_mask": 0.2309601530432701, "loss_rpn_cls": 0.029699657345190644, "loss_rpn_loc": 0.06716801412403584, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913676461964096, "mask_rcnn/false_negative": 0.09306390147309088, "mask_rcnn/false_positive": 0.11595085162508252, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 0.9890480092726648, "total_loss": 0.6682096422882751}
{"data_time": 0.015314654912799597, "eta_seconds": 71494.89555461332, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2915270973377388, "fast_rcnn/fg_cls_accuracy": 0.6902206524628764, "iteration": 198199, "loss_box_reg": 0.18808807339519262, "loss_cls": 0.16114494763314724, "loss_mask": 0.22822952456772327, "loss_rpn_cls": 0.029073280980810523, "loss_rpn_loc": 0.06757637020200491, "lr": 0.0001, "mask_rcnn/accuracy": 0.891751724993873, "mask_rcnn/false_negative": 0.09093866116608368, "mask_rcnn/false_positive": 0.1306593743013909, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9896046873182058, "total_loss": 0.6715798961231485}
{"data_time": 0.01532873697578907, "eta_seconds": 71472.5010630209, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2978102189781022, "fast_rcnn/fg_cls_accuracy": 0.6809210857885877, "iteration": 198219, "loss_box_reg": 0.19000264536589384, "loss_cls": 0.15483106207102537, "loss_mask": 0.24714656732976437, "loss_rpn_cls": 0.03210472583305091, "loss_rpn_loc": 0.07757268426939845, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974895711197994, "mask_rcnn/false_negative": 0.09974398068616006, "mask_rcnn/false_positive": 0.12272988334182022, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0042310450226068, "total_loss": 0.6934751569642685}
{"data_time": 0.014668379910290241, "eta_seconds": 71455.55450342596, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2929505135387488, "fast_rcnn/fg_cls_accuracy": 0.6576130955907036, "iteration": 198239, "loss_box_reg": 0.2153056561946869, "loss_cls": 0.17029828112572432, "loss_mask": 0.23647399246692657, "loss_rpn_cls": 0.028870105859823525, "loss_rpn_loc": 0.06884829397313297, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895844784021494, "mask_rcnn/false_negative": 0.09317436053837655, "mask_rcnn/false_positive": 0.10998391364431859, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9889741200022399, "total_loss": 0.7157789958873764}
{"data_time": 0.01509846094995737, "eta_seconds": 71434.15613745339, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30921611758236267, "fast_rcnn/fg_cls_accuracy": 0.6811580535646926, "iteration": 198259, "loss_box_reg": 0.22520654927939177, "loss_cls": 0.17374102771282196, "loss_mask": 0.2434344757348299, "loss_rpn_cls": 0.03705051413271576, "loss_rpn_loc": 0.07965130032971501, "lr": 0.0001, "mask_rcnn/accuracy": 0.8890261615857652, "mask_rcnn/false_negative": 0.09181550675484554, "mask_rcnn/false_positive": 0.11942197268306375, "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": 0.9822842427529395, "total_loss": 0.7405604623490945}
{"data_time": 0.01688203075900674, "eta_seconds": 71417.15858301148, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2665268385757176, "fast_rcnn/fg_cls_accuracy": 0.6969174323434413, "iteration": 198279, "loss_box_reg": 0.227512763813138, "loss_cls": 0.17820858675986528, "loss_mask": 0.24457639828324318, "loss_rpn_cls": 0.03168276324868202, "loss_rpn_loc": 0.07430638745427132, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982599810994689, "mask_rcnn/false_negative": 0.09773192272610792, "mask_rcnn/false_positive": 0.11023216986188103, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.984226037748158, "total_loss": 0.7945455765002407}
{"data_time": 0.01815813547000289, "eta_seconds": 71395.80905651674, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2725616207531643, "fast_rcnn/fg_cls_accuracy": 0.7071184188419299, "iteration": 198299, "loss_box_reg": 0.2145026121288538, "loss_cls": 0.15962062031030655, "loss_mask": 0.21767420880496502, "loss_rpn_cls": 0.0323962519178167, "loss_rpn_loc": 0.06710134004242718, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001456274952521, "mask_rcnn/false_negative": 0.08879945207217341, "mask_rcnn/false_positive": 0.09929578761396574, "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": 1.0016389330849051, "total_loss": 0.7154711215407588}
{"data_time": 0.01748330146074295, "eta_seconds": 71372.92945384979, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.2421258945257304, "fast_rcnn/fg_cls_accuracy": 0.7443726284648531, "iteration": 198319, "loss_box_reg": 0.178762624040246, "loss_cls": 0.15507060335949063, "loss_mask": 0.22743899747729301, "loss_rpn_cls": 0.029753665206953883, "loss_rpn_loc": 0.056322976015508175, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053851980933219, "mask_rcnn/false_negative": 0.07920446298305783, "mask_rcnn/false_positive": 0.10978657674362381, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0025149784050882, "total_loss": 0.63041144865565}
{"data_time": 0.015310338232666254, "eta_seconds": 71354.49719556607, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2791674191800614, "fast_rcnn/fg_cls_accuracy": 0.7080808080808081, "iteration": 198339, "loss_box_reg": 0.18466547038406134, "loss_cls": 0.1711176773533225, "loss_mask": 0.22659921273589134, "loss_rpn_cls": 0.02849698136560619, "loss_rpn_loc": 0.07882486132439226, "lr": 0.0001, "mask_rcnn/accuracy": 0.906293063849334, "mask_rcnn/false_negative": 0.07886875008636601, "mask_rcnn/false_positive": 0.1141274600702056, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.011008558794856, "total_loss": 0.7206044883932918}
{"data_time": 0.018355860374867916, "eta_seconds": 71337.49638715759, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31892819823854307, "fast_rcnn/fg_cls_accuracy": 0.6677283816752508, "iteration": 198359, "loss_box_reg": 0.21604047156870365, "loss_cls": 0.18206103518605232, "loss_mask": 0.23321899585425854, "loss_rpn_cls": 0.03533276915550232, "loss_rpn_loc": 0.08496121654752642, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937007404534554, "mask_rcnn/false_negative": 0.09458765628934135, "mask_rcnn/false_positive": 0.114531703273069, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.988957014400512, "total_loss": 0.7399110118858516}
{"data_time": 0.02469471748918295, "eta_seconds": 71343.28145817854, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.28127766599597587, "fast_rcnn/fg_cls_accuracy": 0.711935817805383, "iteration": 198379, "loss_box_reg": 0.2014306876808405, "loss_cls": 0.1646016575396061, "loss_mask": 0.22794481739401817, "loss_rpn_cls": 0.034070649882778525, "loss_rpn_loc": 0.08590201498009264, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031395498968876, "mask_rcnn/false_negative": 0.08995296179626003, "mask_rcnn/false_positive": 0.10836823210564614, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9979738318361342, "total_loss": 0.7303549426142126}
{"data_time": 0.015779141802340746, "eta_seconds": 71297.66528923064, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25569259962049334, "fast_rcnn/fg_cls_accuracy": 0.7114388249833634, "iteration": 198399, "loss_box_reg": 0.20811705850064754, "loss_cls": 0.17664589174091816, "loss_mask": 0.23451295495033264, "loss_rpn_cls": 0.034067583619616926, "loss_rpn_loc": 0.08343534148298204, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013677135076905, "mask_rcnn/false_negative": 0.09006545634651675, "mask_rcnn/false_positive": 0.11135463762582849, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9637163896113634, "total_loss": 0.7633555780630559}
{"data_time": 0.02609960176050663, "eta_seconds": 71277.74974026717, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29386085386909433, "fast_rcnn/fg_cls_accuracy": 0.7031293001570316, "iteration": 198419, "loss_box_reg": 0.20914057828485966, "loss_cls": 0.16488026268780231, "loss_mask": 0.23197212629020214, "loss_rpn_cls": 0.028582671657204628, "loss_rpn_loc": 0.07697773072868586, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048960476100254, "mask_rcnn/false_negative": 0.08802539736388804, "mask_rcnn/false_positive": 0.10351181264721523, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9938429580070078, "total_loss": 0.6958244567504153}
{"data_time": 0.015284573193639517, "eta_seconds": 71269.27188230678, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24848668280871672, "fast_rcnn/fg_cls_accuracy": 0.7204934285913571, "iteration": 198439, "loss_box_reg": 0.202960223890841, "loss_cls": 0.16200930904597044, "loss_mask": 0.2286390606313944, "loss_rpn_cls": 0.02868099935585633, "loss_rpn_loc": 0.06363725813571364, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977896564267644, "mask_rcnn/false_negative": 0.0918504777511143, "mask_rcnn/false_positive": 0.10715975778908157, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.039626230020076, "total_loss": 0.6969875044887885}
{"data_time": 0.016762088518589735, "eta_seconds": 71249.3531366717, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2609311625249929, "fast_rcnn/fg_cls_accuracy": 0.6972546558310158, "iteration": 198459, "loss_box_reg": 0.20459438022226095, "loss_cls": 0.15790403727442026, "loss_mask": 0.24334420822560787, "loss_rpn_cls": 0.03090781345963478, "loss_rpn_loc": 0.07420781021937728, "lr": 0.0001, "mask_rcnn/accuracy": 0.9112623975139225, "mask_rcnn/false_negative": 0.0927268121445947, "mask_rcnn/false_positive": 0.10733289583074376, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9784818300977349, "total_loss": 0.7096852620597929}
{"data_time": 0.027082246728241444, "eta_seconds": 71263.0733922869, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.27452510176390776, "fast_rcnn/fg_cls_accuracy": 0.6716898177647508, "iteration": 198479, "loss_box_reg": 0.2051623798906803, "loss_cls": 0.16355332266539335, "loss_mask": 0.24047699756920338, "loss_rpn_cls": 0.03759195702150464, "loss_rpn_loc": 0.07083727489225566, "lr": 0.0001, "mask_rcnn/accuracy": 0.8927740291588363, "mask_rcnn/false_negative": 0.08666503186578431, "mask_rcnn/false_positive": 0.12171733909519986, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0272440309636295, "total_loss": 0.7179590002633631}
{"data_time": 0.016014523804187775, "eta_seconds": 71223.74510276131, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.27998794454490655, "fast_rcnn/fg_cls_accuracy": 0.7027649769585254, "iteration": 198499, "loss_box_reg": 0.20024788565933704, "loss_cls": 0.16591237764805555, "loss_mask": 0.23199930787086487, "loss_rpn_cls": 0.03221482643857598, "loss_rpn_loc": 0.04842131701298058, "lr": 0.0001, "mask_rcnn/accuracy": 0.907252552435013, "mask_rcnn/false_negative": 0.07822616368070476, "mask_rcnn/false_positive": 0.10741936575555716, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9816821366548538, "total_loss": 0.6842069338308647}
{"data_time": 0.013755328487604856, "eta_seconds": 71187.46676290408, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27409432672590567, "fast_rcnn/fg_cls_accuracy": 0.7010172490048652, "iteration": 198519, "loss_box_reg": 0.2063253065571189, "loss_cls": 0.18141528498381376, "loss_mask": 0.23562738113105297, "loss_rpn_cls": 0.030595677730161697, "loss_rpn_loc": 0.07525655860081315, "lr": 0.0001, "mask_rcnn/accuracy": 0.8978805499012266, "mask_rcnn/false_negative": 0.08880522238272207, "mask_rcnn/false_positive": 0.11926719451883076, "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": 0.9740118118934333, "total_loss": 0.7571503486251459}
{"data_time": 0.026780799496918917, "eta_seconds": 71183.89965095557, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.29001523100355386, "fast_rcnn/fg_cls_accuracy": 0.6819150961355416, "iteration": 198539, "loss_box_reg": 0.19666649866849184, "loss_cls": 0.1657213382422924, "loss_mask": 0.23731984943151474, "loss_rpn_cls": 0.027505906065925956, "loss_rpn_loc": 0.06864859431516379, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032267289011675, "mask_rcnn/false_negative": 0.08845845805462052, "mask_rcnn/false_positive": 0.12054895041554156, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0024634515866637, "total_loss": 0.6852358620380983}
{"data_time": 0.014994553755968809, "eta_seconds": 71189.57383077592, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.278656462585034, "fast_rcnn/fg_cls_accuracy": 0.698829381028939, "iteration": 198559, "loss_box_reg": 0.19485799688845873, "loss_cls": 0.15953525761142373, "loss_mask": 0.22879882901906967, "loss_rpn_cls": 0.027692531351931393, "loss_rpn_loc": 0.054900957737118006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969520738033971, "mask_rcnn/false_negative": 0.08697364842565036, "mask_rcnn/false_positive": 0.10337003509806944, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0144372032955289, "total_loss": 0.6406984571367502}
{"data_time": 0.030927640851587057, "eta_seconds": 71169.643938886, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.32251263330460206, "fast_rcnn/fg_cls_accuracy": 0.6251721763085399, "iteration": 198579, "loss_box_reg": 0.2124435557052493, "loss_cls": 0.17898494843393564, "loss_mask": 0.24179138988256454, "loss_rpn_cls": 0.03575803677085787, "loss_rpn_loc": 0.07290713861584663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907141427999772, "mask_rcnn/false_negative": 0.09243433921028002, "mask_rcnn/false_positive": 0.11321285319929342, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.008656119927764, "total_loss": 0.7677745110122487}
{"data_time": 0.022600535303354263, "eta_seconds": 71156.93323211744, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2826418888723372, "fast_rcnn/fg_cls_accuracy": 0.6797112462006079, "iteration": 198599, "loss_box_reg": 0.20254432782530785, "loss_cls": 0.17265485785901546, "loss_mask": 0.23128597810864449, "loss_rpn_cls": 0.03040723514277488, "loss_rpn_loc": 0.062429460347630084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953799969644609, "mask_rcnn/false_negative": 0.08947844247666108, "mask_rcnn/false_positive": 0.11753411281134397, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9904801761731505, "total_loss": 0.7171983050648123}
{"data_time": 0.013447266072034836, "eta_seconds": 71078.59425063245, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2807703792176769, "fast_rcnn/fg_cls_accuracy": 0.700340676811265, "iteration": 198619, "loss_box_reg": 0.19868187606334686, "loss_cls": 0.15814378298819065, "loss_mask": 0.22928990982472897, "loss_rpn_cls": 0.029905622359365225, "loss_rpn_loc": 0.06055708380881697, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866501003424467, "mask_rcnn/false_negative": 0.09659486353889626, "mask_rcnn/false_positive": 0.12730322692019808, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9634089288301766, "total_loss": 0.7039241420570761}
{"data_time": 0.017685251776129007, "eta_seconds": 71098.0639064312, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3116432672840121, "fast_rcnn/fg_cls_accuracy": 0.6343614718614718, "iteration": 198639, "loss_box_reg": 0.2091173967346549, "loss_cls": 0.1667214473709464, "loss_mask": 0.2199687883257866, "loss_rpn_cls": 0.03289927926380187, "loss_rpn_loc": 0.0746849071001634, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980128325208963, "mask_rcnn/false_negative": 0.0905611077388934, "mask_rcnn/false_positive": 0.11807476703722782, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0044428538531065, "total_loss": 0.6702127366734203}
{"data_time": 0.018331935163587332, "eta_seconds": 71097.13748990558, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.31739977276416165, "fast_rcnn/fg_cls_accuracy": 0.6385756477379514, "iteration": 198659, "loss_box_reg": 0.21833642944693565, "loss_cls": 0.16622038092464209, "loss_mask": 0.23883806355297565, "loss_rpn_cls": 0.0346142154885456, "loss_rpn_loc": 0.07878473028540611, "lr": 0.0001, "mask_rcnn/accuracy": 0.8916248413240895, "mask_rcnn/false_negative": 0.09595769299561907, "mask_rcnn/false_positive": 0.10940717804738243, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9857054394669831, "total_loss": 0.7364922274136916}
{"data_time": 0.021484168712049723, "eta_seconds": 71044.44056963548, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.32467995896337926, "fast_rcnn/fg_cls_accuracy": 0.6332060374613566, "iteration": 198679, "loss_box_reg": 0.21812106668949127, "loss_cls": 0.17236195877194405, "loss_mask": 0.23289464227855206, "loss_rpn_cls": 0.03716817602980882, "loss_rpn_loc": 0.07385878707282245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863743730929493, "mask_rcnn/false_negative": 0.0977156167328197, "mask_rcnn/false_positive": 0.120195436449867, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9890234004706144, "total_loss": 0.7329642558470368}
{"data_time": 0.016054850071668625, "eta_seconds": 71024.51784373261, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.274247491638796, "fast_rcnn/fg_cls_accuracy": 0.6950894392844857, "iteration": 198699, "loss_box_reg": 0.22025352157652378, "loss_cls": 0.1815472124144435, "loss_mask": 0.238647673279047, "loss_rpn_cls": 0.0369118838571012, "loss_rpn_loc": 0.08454758790321648, "lr": 0.0001, "mask_rcnn/accuracy": 0.900818208504997, "mask_rcnn/false_negative": 0.07987806055458994, "mask_rcnn/false_positive": 0.11324554525756877, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0040368032641709, "total_loss": 0.7498502358794212}
{"data_time": 0.019706989638507366, "eta_seconds": 70977.5909281522, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.30635959457778883, "fast_rcnn/fg_cls_accuracy": 0.6455050002617938, "iteration": 198719, "loss_box_reg": 0.2121049682609737, "loss_cls": 0.18227054551243782, "loss_mask": 0.23549930192530155, "loss_rpn_cls": 0.03647230920614675, "loss_rpn_loc": 0.06870306958444417, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947952465608425, "mask_rcnn/false_negative": 0.09537441905057123, "mask_rcnn/false_positive": 0.1137364328026142, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9808154320344329, "total_loss": 0.7787803249666467}
{"data_time": 0.014216137118637562, "eta_seconds": 70984.67239192687, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30938464415973066, "fast_rcnn/fg_cls_accuracy": 0.6700148703137064, "iteration": 198739, "loss_box_reg": 0.22034810297191143, "loss_cls": 0.19344927184283733, "loss_mask": 0.23905865289270878, "loss_rpn_cls": 0.03558162436820567, "loss_rpn_loc": 0.06770178792066872, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961148111629438, "mask_rcnn/false_negative": 0.08836913135618382, "mask_rcnn/false_positive": 0.1064674552852938, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0028265845030546, "total_loss": 0.7552387570030987}
{"data_time": 0.012607565149664879, "eta_seconds": 70964.749666024, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26161532440023944, "fast_rcnn/fg_cls_accuracy": 0.6945495449432457, "iteration": 198759, "loss_box_reg": 0.20539879612624645, "loss_cls": 0.15619137417525053, "loss_mask": 0.23621408641338348, "loss_rpn_cls": 0.029775247676298022, "loss_rpn_loc": 0.06067419657483697, "lr": 0.0001, "mask_rcnn/accuracy": 0.9082293833177004, "mask_rcnn/false_negative": 0.09635214444902049, "mask_rcnn/false_positive": 0.09326954066928653, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9935041558928788, "total_loss": 0.6660063925664872}
{"data_time": 0.017539271619170904, "eta_seconds": 70919.26985892467, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2734499371596146, "fast_rcnn/fg_cls_accuracy": 0.7088210105623751, "iteration": 198779, "loss_box_reg": 0.1963531319051981, "loss_cls": 0.153653044719249, "loss_mask": 0.23154859617352486, "loss_rpn_cls": 0.03324538515880704, "loss_rpn_loc": 0.06935994513332844, "lr": 0.0001, "mask_rcnn/accuracy": 0.90924590076883, "mask_rcnn/false_negative": 0.08648004912140678, "mask_rcnn/false_positive": 0.09921558051438445, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9801987833343446, "total_loss": 0.6966959587298334}
{"data_time": 0.019188132137060165, "eta_seconds": 70908.61266814172, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2568354190367842, "fast_rcnn/fg_cls_accuracy": 0.7318543799772468, "iteration": 198799, "loss_box_reg": 0.20999927073717117, "loss_cls": 0.16088809352368116, "loss_mask": 0.23110546171665192, "loss_rpn_cls": 0.0290977677796036, "loss_rpn_loc": 0.07016797258984298, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007736354775828, "mask_rcnn/false_negative": 0.08043272618523128, "mask_rcnn/false_positive": 0.1120074301333979, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0064783925190568, "total_loss": 0.7240307357860729}
{"data_time": 0.0155486767180264, "eta_seconds": 70898.35392522626, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.30714285714285716, "fast_rcnn/fg_cls_accuracy": 0.6398148148148148, "iteration": 198819, "loss_box_reg": 0.20593134593218565, "loss_cls": 0.1701823864132166, "loss_mask": 0.22851577773690224, "loss_rpn_cls": 0.03006471060507465, "loss_rpn_loc": 0.06811482342891395, "lr": 0.0001, "mask_rcnn/accuracy": 0.897800229002492, "mask_rcnn/false_negative": 0.08985108459148267, "mask_rcnn/false_positive": 0.1114220632934523, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0100363790988922, "total_loss": 0.7190755133633502}
{"data_time": 0.024872158654034138, "eta_seconds": 70913.94689384848, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.3189805910124147, "fast_rcnn/fg_cls_accuracy": 0.6494975757149883, "iteration": 198839, "loss_box_reg": 0.23805712535977364, "loss_cls": 0.19784215558320284, "loss_mask": 0.24106527864933014, "loss_rpn_cls": 0.032350711058825254, "loss_rpn_loc": 0.08021296700462699, "lr": 0.0001, "mask_rcnn/accuracy": 0.8827041719809594, "mask_rcnn/false_negative": 0.08446652385507887, "mask_rcnn/false_positive": 0.137516385434963, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0176560976542532, "total_loss": 0.7956748796859756}
{"data_time": 0.013655497692525387, "eta_seconds": 70838.18488536403, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.34090909090909094, "fast_rcnn/fg_cls_accuracy": 0.606614565873282, "iteration": 198859, "loss_box_reg": 0.18732441868633032, "loss_cls": 0.1558650943916291, "loss_mask": 0.22377422079443932, "loss_rpn_cls": 0.029303837683983147, "loss_rpn_loc": 0.06102944148005918, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028855121985819, "mask_rcnn/false_negative": 0.09494059459133367, "mask_rcnn/false_positive": 0.12760046747771345, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9586024493910372, "total_loss": 0.6444636149099097}
{"data_time": 0.016829150263220072, "eta_seconds": 70818.26973639429, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2974181198496627, "fast_rcnn/fg_cls_accuracy": 0.6687638213180009, "iteration": 198879, "loss_box_reg": 0.19865699112415314, "loss_cls": 0.1729444619268179, "loss_mask": 0.23127352073788643, "loss_rpn_cls": 0.031019043701235205, "loss_rpn_loc": 0.07497176947072148, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004388413707465, "mask_rcnn/false_negative": 0.08345383010898993, "mask_rcnn/false_positive": 0.12242284050563543, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0056836446747184, "total_loss": 0.7042783514480107}
{"data_time": 0.022519403137266636, "eta_seconds": 70795.89859759435, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.26687479461058167, "fast_rcnn/fg_cls_accuracy": 0.7175260657843635, "iteration": 198899, "loss_box_reg": 0.2130991304293275, "loss_cls": 0.1683373311534524, "loss_mask": 0.2371333558112383, "loss_rpn_cls": 0.031179973389953375, "loss_rpn_loc": 0.06817093549761921, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964585076635876, "mask_rcnn/false_negative": 0.0957679475439957, "mask_rcnn/false_positive": 0.10630876404049208, "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": 0.9925725609064102, "total_loss": 0.7313848058693111}
{"data_time": 0.01909308135509491, "eta_seconds": 70682.28681264445, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30323669274428594, "fast_rcnn/fg_cls_accuracy": 0.6624920936116382, "iteration": 198919, "loss_box_reg": 0.21142403967678547, "loss_cls": 0.17907389160245657, "loss_mask": 0.22471058554947376, "loss_rpn_cls": 0.03777323302347213, "loss_rpn_loc": 0.08020169613882899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963508324508822, "mask_rcnn/false_negative": 0.09395518999263039, "mask_rcnn/false_positive": 0.11237514740701571, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9898463059216738, "total_loss": 0.7321980968408752}
{"data_time": 0.014071142300963402, "eta_seconds": 70590.27784488164, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.29599797365754815, "fast_rcnn/fg_cls_accuracy": 0.6729108618126579, "iteration": 198939, "loss_box_reg": 0.21609023958444595, "loss_cls": 0.18170554284006357, "loss_mask": 0.2386835590004921, "loss_rpn_cls": 0.03162546607200056, "loss_rpn_loc": 0.0800626203417778, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052045165526016, "mask_rcnn/false_negative": 0.09185073484709545, "mask_rcnn/false_positive": 0.10089758823896636, "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": 0.9706712584011257, "total_loss": 0.7630667662597261}
{"data_time": 0.017665084917098284, "eta_seconds": 70585.32684266567, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2973096215230278, "fast_rcnn/fg_cls_accuracy": 0.6743697478991597, "iteration": 198959, "loss_box_reg": 0.18844464514404535, "loss_cls": 0.16008661780506372, "loss_mask": 0.23798655718564987, "loss_rpn_cls": 0.03425370139302686, "loss_rpn_loc": 0.07203517155721784, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010734804858376, "mask_rcnn/false_negative": 0.0917781428329549, "mask_rcnn/false_positive": 0.11150053334122523, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.992098402697593, "total_loss": 0.696656581480056}
{"data_time": 0.015813416335731745, "eta_seconds": 70537.53625125624, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22305140961857378, "fast_rcnn/fg_cls_accuracy": 0.7610995654638202, "iteration": 198979, "loss_box_reg": 0.21866280026733875, "loss_cls": 0.171258095651865, "loss_mask": 0.23903006874024868, "loss_rpn_cls": 0.032559211598709226, "loss_rpn_loc": 0.07046226086094975, "lr": 0.0001, "mask_rcnn/accuracy": 0.899616439811669, "mask_rcnn/false_negative": 0.08324057734339418, "mask_rcnn/false_positive": 0.11171891538856513, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9938080506399274, "total_loss": 0.749742018757388}
{"data_time": 0.01601658808067441, "eta_seconds": 70475.66509060562, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3023234450301737, "fast_rcnn/fg_cls_accuracy": 0.6745958273121387, "iteration": 198999, "loss_box_reg": 0.1917426735162735, "loss_cls": 0.14982598600909114, "loss_mask": 0.2344854474067688, "loss_rpn_cls": 0.03204982774332166, "loss_rpn_loc": 0.08177270367741585, "lr": 0.0001, "mask_rcnn/accuracy": 0.892011875045885, "mask_rcnn/false_negative": 0.09694419885878253, "mask_rcnn/false_positive": 0.11650074760926446, "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": 0.9767349637113512, "total_loss": 0.7186811900464818}
{"data_time": 0.01884447829797864, "eta_seconds": 70463.11669645831, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3150683495471318, "fast_rcnn/fg_cls_accuracy": 0.6577894327894328, "iteration": 199019, "loss_box_reg": 0.20790721848607063, "loss_cls": 0.17318353429436684, "loss_mask": 0.229185463860631, "loss_rpn_cls": 0.02961045503616333, "loss_rpn_loc": 0.07668611127883196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923057141591128, "mask_rcnn/false_negative": 0.10142230693980324, "mask_rcnn/false_positive": 0.11892095231808966, "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": 1.0010757260024548, "total_loss": 0.702616513823159}
{"data_time": 0.013792706187814474, "eta_seconds": 70462.51929428428, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.28475614072343736, "fast_rcnn/fg_cls_accuracy": 0.7032515708986298, "iteration": 199039, "loss_box_reg": 0.23071393370628357, "loss_cls": 0.183235009200871, "loss_mask": 0.2417102362960577, "loss_rpn_cls": 0.038843343616463244, "loss_rpn_loc": 0.07433868921361864, "lr": 0.0001, "mask_rcnn/accuracy": 0.8944888729953151, "mask_rcnn/false_negative": 0.08534562919569122, "mask_rcnn/false_positive": 0.11428635575648564, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0035582636483014, "total_loss": 0.7437384513905272}
{"data_time": 0.01746785780414939, "eta_seconds": 70394.18312054127, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24728519207851854, "fast_rcnn/fg_cls_accuracy": 0.6920428533903711, "iteration": 199059, "loss_box_reg": 0.19519810937345028, "loss_cls": 0.15622565429657698, "loss_mask": 0.22690201736986637, "loss_rpn_cls": 0.029996687488164753, "loss_rpn_loc": 0.07599877822212875, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049492223214117, "mask_rcnn/false_negative": 0.08624731415384632, "mask_rcnn/false_positive": 0.09405634841350934, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9652520744130015, "total_loss": 0.6827474195160903}
{"data_time": 0.01544584846124053, "eta_seconds": 70332.63321440667, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.29989837126581265, "fast_rcnn/fg_cls_accuracy": 0.6516630851163225, "iteration": 199079, "loss_box_reg": 0.2149042058736086, "loss_cls": 0.1635924270376563, "loss_mask": 0.23611933551728725, "loss_rpn_cls": 0.031051211641170084, "loss_rpn_loc": 0.07502834813203663, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902092077290873, "mask_rcnn/false_negative": 0.09054112904379842, "mask_rcnn/false_positive": 0.12882577979220788, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9802025710232556, "total_loss": 0.7384732724167407}
{"data_time": 0.028341930825263262, "eta_seconds": 70290.51030194387, "fast_rcnn/cls_accuracy": 0.926025390625, "fast_rcnn/false_negative": 0.30673491379310347, "fast_rcnn/fg_cls_accuracy": 0.6780679513184584, "iteration": 199099, "loss_box_reg": 0.21301475632935762, "loss_cls": 0.17072517331689596, "loss_mask": 0.23709984682500362, "loss_rpn_cls": 0.04048153117764741, "loss_rpn_loc": 0.09968701680190861, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942332954194926, "mask_rcnn/false_negative": 0.09750044649559893, "mask_rcnn/false_positive": 0.10888394952595656, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.004612831864506, "total_loss": 0.7584284750046209}
{"data_time": 0.017362318001687527, "eta_seconds": 70292.9644985497, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.28035444947209653, "fast_rcnn/fg_cls_accuracy": 0.7006302521008403, "iteration": 199119, "loss_box_reg": 0.21385797299444675, "loss_cls": 0.1797545263543725, "loss_mask": 0.23713687993586063, "loss_rpn_cls": 0.03748424956575036, "loss_rpn_loc": 0.08295564539730549, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027308456277248, "mask_rcnn/false_negative": 0.0848894289838612, "mask_rcnn/false_positive": 0.10781209676226307, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0244026016443968, "total_loss": 0.7595567313255742}
{"data_time": 0.014431683346629143, "eta_seconds": 70287.85048968159, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29318507890961265, "fast_rcnn/fg_cls_accuracy": 0.6777495270222925, "iteration": 199139, "loss_box_reg": 0.2239957470446825, "loss_cls": 0.178525866009295, "loss_mask": 0.2474754061549902, "loss_rpn_cls": 0.0304886702215299, "loss_rpn_loc": 0.07032674388028681, "lr": 0.0001, "mask_rcnn/accuracy": 0.901003020499769, "mask_rcnn/false_negative": 0.09026748441073032, "mask_rcnn/false_positive": 0.11272794235031178, "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": 1.0218614828772843, "total_loss": 0.7573473617667332}
{"data_time": 0.014944074675440788, "eta_seconds": 70304.9854605645, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2937685045528183, "fast_rcnn/fg_cls_accuracy": 0.6894656723088095, "iteration": 199159, "loss_box_reg": 0.2211337946355343, "loss_cls": 0.17251287959516048, "loss_mask": 0.23753714561462402, "loss_rpn_cls": 0.03388881403952837, "loss_rpn_loc": 0.0800637933134567, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946508715946382, "mask_rcnn/false_negative": 0.09129878423483662, "mask_rcnn/false_positive": 0.11264563925283505, "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": 0.9912005644291639, "total_loss": 0.7590840542688966}
{"data_time": 0.013513618148863316, "eta_seconds": 70266.60939451307, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3069406163868705, "fast_rcnn/fg_cls_accuracy": 0.6751914751914752, "iteration": 199179, "loss_box_reg": 0.21982608921825886, "loss_cls": 0.168802322819829, "loss_mask": 0.2340994831174612, "loss_rpn_cls": 0.030016706557944417, "loss_rpn_loc": 0.07604215200990438, "lr": 0.0001, "mask_rcnn/accuracy": 0.8838016310275503, "mask_rcnn/false_negative": 0.09774988925919173, "mask_rcnn/false_positive": 0.13295726547474856, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.983188308775425, "total_loss": 0.7363559606019408}
{"data_time": 0.018401631619781256, "eta_seconds": 70246.76567539573, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31452353616532724, "fast_rcnn/fg_cls_accuracy": 0.6453754578754578, "iteration": 199199, "loss_box_reg": 0.20854470878839493, "loss_cls": 0.16742511186748743, "loss_mask": 0.2323759887367487, "loss_rpn_cls": 0.028896478819660842, "loss_rpn_loc": 0.06552960025146604, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952234037693221, "mask_rcnn/false_negative": 0.08400947971574346, "mask_rcnn/false_positive": 0.12740525487438448, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9836539565585554, "total_loss": 0.7174236294813454}
{"data_time": 0.01738404529169202, "eta_seconds": 70217.17381984927, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2935582198740093, "fast_rcnn/fg_cls_accuracy": 0.6496914487217161, "iteration": 199219, "loss_box_reg": 0.21831685677170753, "loss_cls": 0.1823866255581379, "loss_mask": 0.24246989004313946, "loss_rpn_cls": 0.030884717823937535, "loss_rpn_loc": 0.07431972853373736, "lr": 0.0001, "mask_rcnn/accuracy": 0.8893619534748317, "mask_rcnn/false_negative": 0.09625230842154416, "mask_rcnn/false_positive": 0.12208188713893271, "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": 0.9960786756128073, "total_loss": 0.7404281017370522}
{"data_time": 0.015980550553649664, "eta_seconds": 70160.64943864942, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.283932325446169, "fast_rcnn/fg_cls_accuracy": 0.6850320065330207, "iteration": 199239, "loss_box_reg": 0.2269389145076275, "loss_cls": 0.17572302371263504, "loss_mask": 0.24357191286981106, "loss_rpn_cls": 0.031834025256102905, "loss_rpn_loc": 0.07086543634068221, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022460076688017, "mask_rcnn/false_negative": 0.09126999869028694, "mask_rcnn/false_positive": 0.1084604274106914, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9689960666000843, "total_loss": 0.7628117191779893}
{"data_time": 0.023786861915141344, "eta_seconds": 70161.03927187622, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29972362057052615, "fast_rcnn/fg_cls_accuracy": 0.6724711037244089, "iteration": 199259, "loss_box_reg": 0.21065809577703476, "loss_cls": 0.1742546148598194, "loss_mask": 0.23856908455491066, "loss_rpn_cls": 0.028940408490598202, "loss_rpn_loc": 0.06998924486106262, "lr": 0.0001, "mask_rcnn/accuracy": 0.891159009686824, "mask_rcnn/false_negative": 0.09181135827276038, "mask_rcnn/false_positive": 0.12295887415325826, "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": 0.9987948257476091, "total_loss": 0.7172632812289521}
{"data_time": 0.019342686980962753, "eta_seconds": 70148.98090079427, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.24327540050142354, "fast_rcnn/fg_cls_accuracy": 0.716731713458391, "iteration": 199279, "loss_box_reg": 0.19203459098935127, "loss_cls": 0.16246308479458094, "loss_mask": 0.2247893251478672, "loss_rpn_cls": 0.028757294407114387, "loss_rpn_loc": 0.06369687803089619, "lr": 0.0001, "mask_rcnn/accuracy": 0.9189959702610471, "mask_rcnn/false_negative": 0.0667070117525569, "mask_rcnn/false_positive": 0.10249958879190728, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9896304016001523, "total_loss": 0.6716898264130577}
{"data_time": 0.020332383923232555, "eta_seconds": 70194.02793473564, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2701104100946372, "fast_rcnn/fg_cls_accuracy": 0.6925493600598251, "iteration": 199299, "loss_box_reg": 0.2025796640664339, "loss_cls": 0.1727285822853446, "loss_mask": 0.237131810747087, "loss_rpn_cls": 0.031048048462253064, "loss_rpn_loc": 0.06507872184738517, "lr": 0.0001, "mask_rcnn/accuracy": 0.898075671900265, "mask_rcnn/false_negative": 0.07665884096312447, "mask_rcnn/false_positive": 0.13126278746285858, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0364566924981773, "total_loss": 0.7255789707414806}
{"data_time": 0.025120013393461704, "eta_seconds": 70187.27094350383, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2551179245283019, "fast_rcnn/fg_cls_accuracy": 0.6884433962264151, "iteration": 199319, "loss_box_reg": 0.22211231291294098, "loss_cls": 0.1816494707018137, "loss_mask": 0.24730868078768253, "loss_rpn_cls": 0.034401861601509154, "loss_rpn_loc": 0.0704711201833561, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030299061588921, "mask_rcnn/false_negative": 0.09261243148040138, "mask_rcnn/false_positive": 0.1157505294633624, "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": 1.0163897653110325, "total_loss": 0.7789054336608388}
{"data_time": 0.016516721341758966, "eta_seconds": 70089.4653626997, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.707534388813623, "iteration": 199339, "loss_box_reg": 0.2129301242530346, "loss_cls": 0.1687661656178534, "loss_mask": 0.23801083117723465, "loss_rpn_cls": 0.0347919047344476, "loss_rpn_loc": 0.06463548447936773, "lr": 0.0001, "mask_rcnn/accuracy": 0.910015304220122, "mask_rcnn/false_negative": 0.0717542362479804, "mask_rcnn/false_positive": 0.106958741091262, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9757209275849164, "total_loss": 0.7695699143223464}
{"data_time": 0.015435955952852964, "eta_seconds": 70069.62685000151, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28650403170698374, "fast_rcnn/fg_cls_accuracy": 0.6862219362219362, "iteration": 199359, "loss_box_reg": 0.2065898571163416, "loss_cls": 0.16575008444488049, "loss_mask": 0.23572736606001854, "loss_rpn_cls": 0.034522169444244355, "loss_rpn_loc": 0.0682913059135899, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987506725854184, "mask_rcnn/false_negative": 0.09117869368669088, "mask_rcnn/false_positive": 0.11086948921200031, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9929511686787009, "total_loss": 0.7281666246708483}
{"data_time": 0.017970139160752296, "eta_seconds": 70086.64699640125, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2983519850356371, "fast_rcnn/fg_cls_accuracy": 0.6837723679828943, "iteration": 199379, "loss_box_reg": 0.22738345712423325, "loss_cls": 0.18690495193004608, "loss_mask": 0.2400177214294672, "loss_rpn_cls": 0.035848208819516, "loss_rpn_loc": 0.07811580202542245, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863685252510878, "mask_rcnn/false_negative": 0.10140824147379493, "mask_rcnn/false_positive": 0.12548203416810172, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0239765523001552, "total_loss": 0.7852697314228863}
{"data_time": 0.014607863500714302, "eta_seconds": 70124.7860555537, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3499765588373184, "fast_rcnn/fg_cls_accuracy": 0.6399092970521542, "iteration": 199399, "loss_box_reg": 0.19633865635842085, "loss_cls": 0.17416915949434042, "loss_mask": 0.23484480008482933, "loss_rpn_cls": 0.030696603818796575, "loss_rpn_loc": 0.056616043439134955, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029344099603032, "mask_rcnn/false_negative": 0.077292285031142, "mask_rcnn/false_positive": 0.10397290344960594, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 1.0030255876481533, "total_loss": 0.6935811592265964}
{"data_time": 0.015816815197467804, "eta_seconds": 70120.90221418999, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29145755818984165, "fast_rcnn/fg_cls_accuracy": 0.6540909090909091, "iteration": 199419, "loss_box_reg": 0.20596247538924217, "loss_cls": 0.16870686504989862, "loss_mask": 0.24098780378699303, "loss_rpn_cls": 0.03259698365582153, "loss_rpn_loc": 0.07394903432577848, "lr": 0.0001, "mask_rcnn/accuracy": 0.900921774424317, "mask_rcnn/false_negative": 0.09482778079235982, "mask_rcnn/false_positive": 0.11180025763876805, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9989319085143507, "total_loss": 0.730679637636058}
{"data_time": 0.015687489416450262, "eta_seconds": 70038.72953765094, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.31130026509949216, "fast_rcnn/fg_cls_accuracy": 0.6440785883209024, "iteration": 199439, "loss_box_reg": 0.20076165068894625, "loss_cls": 0.1656186180189252, "loss_mask": 0.2311489526182413, "loss_rpn_cls": 0.03054278832860291, "loss_rpn_loc": 0.0809330081101507, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914009966426203, "mask_rcnn/false_negative": 0.09055467241271153, "mask_rcnn/false_positive": 0.1106118866124523, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9794258386828005, "total_loss": 0.7209599302150309}
{"data_time": 0.015036184340715408, "eta_seconds": 70048.24692069553, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2542806475190817, "fast_rcnn/fg_cls_accuracy": 0.6996316413810326, "iteration": 199459, "loss_box_reg": 0.2054308531805873, "loss_cls": 0.16566894436255097, "loss_mask": 0.22498996928334236, "loss_rpn_cls": 0.03425525687634945, "loss_rpn_loc": 0.07122181984595954, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071035557261329, "mask_rcnn/false_negative": 0.07646519189874912, "mask_rcnn/false_positive": 0.12214211229474159, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9856896782293916, "total_loss": 0.7213855769950897}
{"data_time": 0.018037804402410984, "eta_seconds": 69978.94122041762, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2608061866958664, "fast_rcnn/fg_cls_accuracy": 0.71296595851756, "iteration": 199479, "loss_box_reg": 0.20438189338892698, "loss_cls": 0.16996494866907597, "loss_mask": 0.23336401022970676, "loss_rpn_cls": 0.030430401908233762, "loss_rpn_loc": 0.07212592661380768, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936101221574848, "mask_rcnn/false_negative": 0.10073084122035417, "mask_rcnn/false_positive": 0.1107532628463196, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9508631136268377, "total_loss": 0.6996973928180523}
{"data_time": 0.022212177980691195, "eta_seconds": 69979.17279484682, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.3272969266758087, "fast_rcnn/fg_cls_accuracy": 0.6501675296984466, "iteration": 199499, "loss_box_reg": 0.22281228192150593, "loss_cls": 0.17849357333034277, "loss_mask": 0.2347423303872347, "loss_rpn_cls": 0.028756666753906757, "loss_rpn_loc": 0.07019949052482843, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924702876329318, "mask_rcnn/false_negative": 0.08651630056641618, "mask_rcnn/false_positive": 0.1171700573313322, "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": 0.9977602371945977, "total_loss": 0.7529806093662046}
{"data_time": 0.015339910052716732, "eta_seconds": 69914.2323346436, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.28715408805031445, "fast_rcnn/fg_cls_accuracy": 0.6778492864931494, "iteration": 199519, "loss_box_reg": 0.2094473671168089, "loss_cls": 0.16696820314973593, "loss_mask": 0.2372078336775303, "loss_rpn_cls": 0.03350775793660432, "loss_rpn_loc": 0.04932302806992084, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889022849308262, "mask_rcnn/false_negative": 0.09327708829706827, "mask_rcnn/false_positive": 0.11863244655124694, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9814718561246991, "total_loss": 0.6882887802785262}
{"data_time": 0.0184523300267756, "eta_seconds": 69883.3308891207, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3098313754389007, "fast_rcnn/fg_cls_accuracy": 0.6547036996616828, "iteration": 199539, "loss_box_reg": 0.19807898066937923, "loss_cls": 0.16728432942181826, "loss_mask": 0.225952273234725, "loss_rpn_cls": 0.03237495047505945, "loss_rpn_loc": 0.07104388088919222, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996778310317114, "mask_rcnn/false_negative": 0.09099945923950076, "mask_rcnn/false_positive": 0.10795181693797849, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9954945738427341, "total_loss": 0.6904228893690743}
{"data_time": 0.022208190988749266, "eta_seconds": 69832.6575625129, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2911282879556991, "fast_rcnn/fg_cls_accuracy": 0.6484310867634987, "iteration": 199559, "loss_box_reg": 0.19931823760271072, "loss_cls": 0.15494548995047808, "loss_mask": 0.22853447124361992, "loss_rpn_cls": 0.026968315709382296, "loss_rpn_loc": 0.07246851874515414, "lr": 0.0001, "mask_rcnn/accuracy": 0.8950834849272349, "mask_rcnn/false_negative": 0.08814733553980035, "mask_rcnn/false_positive": 0.11479626420637591, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9970816262066364, "total_loss": 0.692390859592706}
{"data_time": 0.02532851416617632, "eta_seconds": 69812.83000499941, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.31444347573379827, "fast_rcnn/fg_cls_accuracy": 0.6772823779193206, "iteration": 199579, "loss_box_reg": 0.204099228605628, "loss_cls": 0.17068119160830975, "loss_mask": 0.24095137417316437, "loss_rpn_cls": 0.03070418583229184, "loss_rpn_loc": 0.06873704120516777, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008359814123525, "mask_rcnn/false_negative": 0.07827334907827549, "mask_rcnn/false_positive": 0.10896494495386816, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.032070083077997, "total_loss": 0.7032048356486484}
{"data_time": 0.014359352178871632, "eta_seconds": 69787.39692568779, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.30036231884057973, "fast_rcnn/fg_cls_accuracy": 0.6541014439995145, "iteration": 199599, "loss_box_reg": 0.22061646729707718, "loss_cls": 0.1790154743939638, "loss_mask": 0.22704810835421085, "loss_rpn_cls": 0.0333680659532547, "loss_rpn_loc": 0.0632165630813688, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946569019433794, "mask_rcnn/false_negative": 0.09412134733457002, "mask_rcnn/false_positive": 0.1181798314402033, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9784472519531846, "total_loss": 0.7304236364434473}
{"data_time": 0.022149947471916676, "eta_seconds": 69872.62604478747, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2981806866046522, "fast_rcnn/fg_cls_accuracy": 0.6719779155366137, "iteration": 199619, "loss_box_reg": 0.21791804442182183, "loss_cls": 0.17516498174518347, "loss_mask": 0.2273532971739769, "loss_rpn_cls": 0.026954944944009185, "loss_rpn_loc": 0.0587639098521322, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034328769317626, "mask_rcnn/false_negative": 0.08501315817847953, "mask_rcnn/false_positive": 0.11277800707269003, "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": 1.0091623454354703, "total_loss": 0.7444829699816182}
{"data_time": 0.02297292649745941, "eta_seconds": 69852.77022607625, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2845040442741592, "fast_rcnn/fg_cls_accuracy": 0.7030713640469738, "iteration": 199639, "loss_box_reg": 0.20221899077296257, "loss_cls": 0.16167263686656952, "loss_mask": 0.2375121060758829, "loss_rpn_cls": 0.03288389998488128, "loss_rpn_loc": 0.07467535277828574, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046003980385928, "mask_rcnn/false_negative": 0.08357824036639205, "mask_rcnn/false_positive": 0.10671019972339169, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0192826837301254, "total_loss": 0.704187456634827}
{"data_time": 0.01388302119448781, "eta_seconds": 69832.91440736502, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.28818342151675486, "fast_rcnn/fg_cls_accuracy": 0.6801587301587302, "iteration": 199659, "loss_box_reg": 0.2108228150755167, "loss_cls": 0.17663267394527793, "loss_mask": 0.23499253392219543, "loss_rpn_cls": 0.03599224495701492, "loss_rpn_loc": 0.07122836331836879, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031300615484289, "mask_rcnn/false_negative": 0.08150119887050909, "mask_rcnn/false_positive": 0.11161184294314787, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.996986489277333, "total_loss": 0.7665657647885382}
{"data_time": 0.01686771586537361, "eta_seconds": 69755.5167107284, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27865079365079365, "fast_rcnn/fg_cls_accuracy": 0.6928219563687543, "iteration": 199679, "loss_box_reg": 0.20732659101486206, "loss_cls": 0.15838574059307575, "loss_mask": 0.22287297435104847, "loss_rpn_cls": 0.027009254903532565, "loss_rpn_loc": 0.08221572451293468, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004029598341023, "mask_rcnn/false_negative": 0.08766419219111338, "mask_rcnn/false_positive": 0.12083951800688268, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9729863083921373, "total_loss": 0.7127569856820628}
{"data_time": 0.015063583850860596, "eta_seconds": 69670.82415460609, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2915623168327383, "fast_rcnn/fg_cls_accuracy": 0.6933708429865529, "iteration": 199699, "loss_box_reg": 0.21403585746884346, "loss_cls": 0.16825974080711603, "loss_mask": 0.24078255891799927, "loss_rpn_cls": 0.03530426119687036, "loss_rpn_loc": 0.07679830980487168, "lr": 0.0001, "mask_rcnn/accuracy": 0.8939056407751941, "mask_rcnn/false_negative": 0.09411300517168306, "mask_rcnn/false_positive": 0.10227934935856466, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9819450764916837, "total_loss": 0.7246582348016091}
{"data_time": 0.016949967946857214, "eta_seconds": 69668.44113547355, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.26296434416889386, "fast_rcnn/fg_cls_accuracy": 0.7284229390681003, "iteration": 199719, "loss_box_reg": 0.22851423546671867, "loss_cls": 0.17514859791845083, "loss_mask": 0.22881037928164005, "loss_rpn_cls": 0.03363964892923832, "loss_rpn_loc": 0.0727080637589097, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957842458636645, "mask_rcnn/false_negative": 0.09073758689368905, "mask_rcnn/false_positive": 0.12020059250462356, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9919014223851264, "total_loss": 0.7409383896738291}
{"data_time": 0.015832598321139812, "eta_seconds": 69591.28535485826, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2652963343610826, "fast_rcnn/fg_cls_accuracy": 0.6765750480714852, "iteration": 199739, "loss_box_reg": 0.21604751981794834, "loss_cls": 0.16750793252140284, "loss_mask": 0.2344262357801199, "loss_rpn_cls": 0.027616721781669185, "loss_rpn_loc": 0.06811189907602966, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024078190438091, "mask_rcnn/false_negative": 0.08775616099202574, "mask_rcnn/false_positive": 0.09767838629782159, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9778763605281711, "total_loss": 0.7033055502397474}
{"data_time": 0.014844180550426245, "eta_seconds": 69562.68996745348, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2858219249539221, "fast_rcnn/fg_cls_accuracy": 0.7028256704980842, "iteration": 199759, "loss_box_reg": 0.20941070932894945, "loss_cls": 0.1689124135300517, "loss_mask": 0.2322704866528511, "loss_rpn_cls": 0.028986394521780312, "loss_rpn_loc": 0.06461285753175616, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006929982877505, "mask_rcnn/false_negative": 0.09608546199590906, "mask_rcnn/false_positive": 0.10971056283784272, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9834499931894243, "total_loss": 0.7247888199053705}
{"data_time": 0.01585368625819683, "eta_seconds": 69576.54754502699, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29639474580004405, "fast_rcnn/fg_cls_accuracy": 0.6634218442070325, "iteration": 199779, "loss_box_reg": 0.20098026376217604, "loss_cls": 0.15859118290245533, "loss_mask": 0.2315337471663952, "loss_rpn_cls": 0.02729412168264389, "loss_rpn_loc": 0.062141075963154435, "lr": 0.0001, "mask_rcnn/accuracy": 0.9083961290840024, "mask_rcnn/false_negative": 0.08522086476132545, "mask_rcnn/false_positive": 0.10283756111561798, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9891035808250308, "total_loss": 0.6903371699736454}
{"data_time": 0.01752143306657672, "eta_seconds": 69531.85641774908, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3040986790986791, "fast_rcnn/fg_cls_accuracy": 0.6653225806451613, "iteration": 199799, "loss_box_reg": 0.2028228659182787, "loss_cls": 0.16332829371094704, "loss_mask": 0.23393547348678112, "loss_rpn_cls": 0.02920854336116463, "loss_rpn_loc": 0.07851487517473288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8945686309796961, "mask_rcnn/false_negative": 0.08840533684450085, "mask_rcnn/false_positive": 0.11665882612237385, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9882122720591724, "total_loss": 0.7094556777738035}
{"data_time": 0.015579162631183863, "eta_seconds": 69526.18415458128, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3032067707120118, "fast_rcnn/fg_cls_accuracy": 0.6622867285010878, "iteration": 199819, "loss_box_reg": 0.21112470049411058, "loss_cls": 0.17091540154069662, "loss_mask": 0.24211118184030056, "loss_rpn_cls": 0.03119175904430449, "loss_rpn_loc": 0.07892863394226879, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922478768714359, "mask_rcnn/false_negative": 0.08542984675761855, "mask_rcnn/false_positive": 0.11970130532505367, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9980610031634569, "total_loss": 0.7349327660631388}
{"data_time": 0.01573382318019867, "eta_seconds": 69463.03547888994, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2896656534954407, "fast_rcnn/fg_cls_accuracy": 0.6826404727348123, "iteration": 199839, "loss_box_reg": 0.21719300653785467, "loss_cls": 0.17091694008558989, "loss_mask": 0.23357643745839596, "loss_rpn_cls": 0.02693592815194279, "loss_rpn_loc": 0.06452475441619754, "lr": 0.0001, "mask_rcnn/accuracy": 0.8909017082774489, "mask_rcnn/false_negative": 0.09329075859899806, "mask_rcnn/false_positive": 0.12690232293800718, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9765257169492543, "total_loss": 0.7475108003709465}
{"data_time": 0.01534354081377387, "eta_seconds": 69458.17208256572, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2501469608496296, "fast_rcnn/fg_cls_accuracy": 0.723813209494324, "iteration": 199859, "loss_box_reg": 0.1971993688493967, "loss_cls": 0.15170769300311804, "loss_mask": 0.227137828245759, "loss_rpn_cls": 0.027462592697702348, "loss_rpn_loc": 0.07660306175239384, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023348706067494, "mask_rcnn/false_negative": 0.08759051163542803, "mask_rcnn/false_positive": 0.10806415060907418, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9911101600155234, "total_loss": 0.7105828656349331}
{"data_time": 0.018196686636656523, "eta_seconds": 69425.6709790416, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3019759198500117, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 199879, "loss_box_reg": 0.21952471882104874, "loss_cls": 0.1661957148462534, "loss_mask": 0.24756982550024986, "loss_rpn_cls": 0.03057054104283452, "loss_rpn_loc": 0.0809403748717159, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998671616297526, "mask_rcnn/false_negative": 0.08704149270814987, "mask_rcnn/false_positive": 0.1160493040230357, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.97574941534549, "total_loss": 0.728406303038355}
{"data_time": 0.01619476592168212, "eta_seconds": 69410.47923513688, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.2376930501930502, "fast_rcnn/fg_cls_accuracy": 0.7364736046282296, "iteration": 199899, "loss_box_reg": 0.20917307771742344, "loss_cls": 0.16448111273348331, "loss_mask": 0.2265060879290104, "loss_rpn_cls": 0.03156455070711672, "loss_rpn_loc": 0.0644209950696677, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055852948372722, "mask_rcnn/false_negative": 0.0795997692541261, "mask_rcnn/false_positive": 0.1151423831831406, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0100259729661047, "total_loss": 0.7030256400466897}
{"data_time": 0.014361202251166105, "eta_seconds": 69386.0670594871, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2784607910913473, "fast_rcnn/fg_cls_accuracy": 0.691359325605901, "iteration": 199919, "loss_box_reg": 0.20683133648708463, "loss_cls": 0.16185017582029104, "loss_mask": 0.2279202751815319, "loss_rpn_cls": 0.03142886084970087, "loss_rpn_loc": 0.06337665393948555, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087325165147433, "mask_rcnn/false_negative": 0.07773626574016168, "mask_rcnn/false_positive": 0.10643184450512257, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9768326072953641, "total_loss": 0.7197688590968028}
{"data_time": 0.014424092136323452, "eta_seconds": 69383.06393548846, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2546949777215468, "fast_rcnn/fg_cls_accuracy": 0.6853446675823156, "iteration": 199939, "loss_box_reg": 0.22420655097812414, "loss_cls": 0.1776428520679474, "loss_mask": 0.23682698979973793, "loss_rpn_cls": 0.03343544970266521, "loss_rpn_loc": 0.06452172040008008, "lr": 0.0001, "mask_rcnn/accuracy": 0.9006147485993942, "mask_rcnn/false_negative": 0.09026136878353823, "mask_rcnn/false_positive": 0.10740410761216326, "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": 1.0027632750570774, "total_loss": 0.7262978951912373}
{"data_time": 0.01286862837150693, "eta_seconds": 69343.57277341187, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29463619402985075, "fast_rcnn/fg_cls_accuracy": 0.6854354600623258, "iteration": 199959, "loss_box_reg": 0.1981699001044035, "loss_cls": 0.16557625774294138, "loss_mask": 0.23687367141246796, "loss_rpn_cls": 0.028002583305351436, "loss_rpn_loc": 0.0639682540204376, "lr": 0.0001, "mask_rcnn/accuracy": 0.8929909062770438, "mask_rcnn/false_negative": 0.09055552727852098, "mask_rcnn/false_positive": 0.10775849861558315, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9511860245838761, "total_loss": 0.6977560167433694}
{"data_time": 0.01727641699835658, "eta_seconds": 69324.4262290746, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2553412671079988, "fast_rcnn/fg_cls_accuracy": 0.7053214964476588, "iteration": 199979, "loss_box_reg": 0.20155458338558674, "loss_cls": 0.1691587632521987, "loss_mask": 0.23046060092747211, "loss_rpn_cls": 0.02333231153897941, "loss_rpn_loc": 0.061090969713404775, "lr": 0.0001, "mask_rcnn/accuracy": 0.9068601240261913, "mask_rcnn/false_negative": 0.07730158136391369, "mask_rcnn/false_positive": 0.1011317586331644, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9955679592676461, "total_loss": 0.7007270257454365}
{"bbox/AP": 42.62043872349925, "bbox/AP-airplane": 62.9022724343242, "bbox/AP-apple": 21.21393905730316, "bbox/AP-backpack": 17.328923670602276, "bbox/AP-banana": 27.34267689987908, "bbox/AP-baseball bat": 33.41131706889963, "bbox/AP-baseball glove": 40.597330656608875, "bbox/AP-bear": 68.99422578525993, "bbox/AP-bed": 44.15527678486633, "bbox/AP-bench": 25.89586320259069, "bbox/AP-bicycle": 33.51335683236674, "bbox/AP-bird": 36.810875941701475, "bbox/AP-boat": 26.480177555357905, "bbox/AP-book": 16.14367719726748, "bbox/AP-bottle": 39.27454892005511, "bbox/AP-bowl": 43.14005083341718, "bbox/AP-broccoli": 24.955061403879622, "bbox/AP-bus": 66.65006847546896, "bbox/AP-cake": 38.19791498785832, "bbox/AP-car": 45.239068869109325, "bbox/AP-carrot": 25.53415234688971, "bbox/AP-cat": 65.73779036320899, "bbox/AP-cell phone": 35.68792509643065, "bbox/AP-chair": 28.237007284415704, "bbox/AP-clock": 51.827327326787774, "bbox/AP-couch": 41.933002725058785, "bbox/AP-cow": 60.48880885451335, "bbox/AP-cup": 42.564794435754074, "bbox/AP-dining table": 28.43788529319436, "bbox/AP-dog": 63.60319415318516, "bbox/AP-donut": 49.089872248774654, "bbox/AP-elephant": 64.03944514487607, "bbox/AP-fire hydrant": 67.45862865225699, "bbox/AP-fork": 36.96905602843898, "bbox/AP-frisbee": 66.98502389146878, "bbox/AP-giraffe": 66.61201531165507, "bbox/AP-hair drier": 4.801080108010802, "bbox/AP-handbag": 16.351969679361357, "bbox/AP-horse": 59.344260898242794, "bbox/AP-hot dog": 34.160303170483104, "bbox/AP-keyboard": 48.887778122861974, "bbox/AP-kite": 45.57077334373611, "bbox/AP-knife": 20.500405804749388, "bbox/AP-laptop": 57.805935115766246, "bbox/AP-microwave": 56.81827280539633, "bbox/AP-motorcycle": 44.382382154422025, "bbox/AP-mouse": 61.704316882335895, "bbox/AP-orange": 31.48774684897116, "bbox/AP-oven": 36.21246364380038, "bbox/AP-parking meter": 42.07070901876198, "bbox/AP-person": 55.199724279700554, "bbox/AP-pizza": 51.62255833150742, "bbox/AP-potted plant": 27.846771531598275, "bbox/AP-refrigerator": 53.76260424056733, "bbox/AP-remote": 35.1529744162537, "bbox/AP-sandwich": 34.14299646870564, "bbox/AP-scissors": 27.451113371774266, "bbox/AP-sheep": 54.146294760962085, "bbox/AP-sink": 37.45646516331379, "bbox/AP-skateboard": 51.87648867503418, "bbox/AP-skis": 25.29154156544371, "bbox/AP-snowboard": 39.036963882996574, "bbox/AP-spoon": 18.089814070173215, "bbox/AP-sports ball": 51.07927434931454, "bbox/AP-stop sign": 63.68593231393183, "bbox/AP-suitcase": 39.61296051085475, "bbox/AP-surfboard": 41.023130372075286, "bbox/AP-teddy bear": 45.90612805716403, "bbox/AP-tennis racket": 50.07904140888984, "bbox/AP-tie": 35.04479039987724, "bbox/AP-toaster": 47.551408987052554, "bbox/AP-toilet": 62.18394710094293, "bbox/AP-toothbrush": 29.503190150581098, "bbox/AP-traffic light": 28.638494608891712, "bbox/AP-train": 61.584524197196004, "bbox/AP-truck": 37.849646838758396, "bbox/AP-tv": 55.14005608067446, "bbox/AP-umbrella": 40.720361273525654, "bbox/AP-vase": 39.1100003928005, "bbox/AP-wine glass": 37.328028110976994, "bbox/AP-zebra": 64.96691863777596, "bbox/AP50": 64.450090879823, "bbox/AP75": 47.035524963318146, "bbox/APl": 52.897853280195086, "bbox/APm": 46.240833356514635, "bbox/APs": 28.03674908230544, "data_time": 0.016575325280427933, "eta_seconds": 69311.46285962313, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2915999013928263, "fast_rcnn/fg_cls_accuracy": 0.6742237272570739, "iteration": 199999, "loss_box_reg": 0.20302880741655827, "loss_cls": 0.16732602007687092, "loss_mask": 0.22563891299068928, "loss_rpn_cls": 0.031153819523751736, "loss_rpn_loc": 0.06556380377151072, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019139806739478, "mask_rcnn/false_negative": 0.08814373855042867, "mask_rcnn/false_positive": 0.10725276971636988, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "segm/AP": 39.207734273837865, "segm/AP-airplane": 50.630511561869454, "segm/AP-apple": 20.99429819470135, "segm/AP-backpack": 18.38121775234984, "segm/AP-banana": 22.81813153666953, "segm/AP-baseball bat": 29.308298280374096, "segm/AP-baseball glove": 44.25403773490145, "segm/AP-bear": 71.4808831433663, "segm/AP-bed": 31.999009438756847, "segm/AP-bench": 19.78350421134108, "segm/AP-bicycle": 21.307008136574364, "segm/AP-bird": 31.389028285366916, "segm/AP-boat": 23.71717726677545, "segm/AP-book": 11.377379854538537, "segm/AP-bottle": 39.09781977459683, "segm/AP-bowl": 40.72916948352781, "segm/AP-broccoli": 23.724755197567617, "segm/AP-bus": 65.38054024516559, "segm/AP-cake": 38.85177218460855, "segm/AP-car": 42.0283714714083, "segm/AP-carrot": 22.461234097526106, "segm/AP-cat": 67.7147343235373, "segm/AP-cell phone": 34.75888578222088, "segm/AP-chair": 19.378126591838566, "segm/AP-clock": 52.08873369374511, "segm/AP-couch": 35.96706733174517, "segm/AP-cow": 52.90726946736146, "segm/AP-cup": 43.29368775781761, "segm/AP-dining table": 16.248124222342362, "segm/AP-dog": 60.07809439423303, "segm/AP-donut": 49.483165008484136, "segm/AP-elephant": 58.760674689502615, "segm/AP-fire hydrant": 65.30228497719605, "segm/AP-fork": 19.858843077104556, "segm/AP-frisbee": 66.51821270713894, "segm/AP-giraffe": 51.93372872686294, "segm/AP-hair drier": 2.5816434102426635, "segm/AP-handbag": 15.882299828703053, "segm/AP-horse": 44.359451990508106, "segm/AP-hot dog": 27.23358042716235, "segm/AP-keyboard": 47.53982484865417, "segm/AP-kite": 34.8835836772103, "segm/AP-knife": 13.83789629871818, "segm/AP-laptop": 60.85777071967415, "segm/AP-microwave": 59.36692453912119, "segm/AP-motorcycle": 34.91738683721535, "segm/AP-mouse": 60.41911821764715, "segm/AP-orange": 31.27221478162471, "segm/AP-oven": 34.18578029673976, "segm/AP-parking meter": 45.139948127775924, "segm/AP-person": 48.68874608722739, "segm/AP-pizza": 51.046428660737874, "segm/AP-potted plant": 22.983274355450785, "segm/AP-refrigerator": 57.04751909191512, "segm/AP-remote": 32.91037353508786, "segm/AP-sandwich": 36.48862198968669, "segm/AP-scissors": 22.195962420891348, "segm/AP-sheep": 48.72005398927919, "segm/AP-sink": 37.598865489967324, "segm/AP-skateboard": 32.790766560412294, "segm/AP-skis": 4.208564640992308, "segm/AP-snowboard": 23.428052248581725, "segm/AP-spoon": 12.685645680878272, "segm/AP-sports ball": 50.59382033183456, "segm/AP-stop sign": 64.94677822393197, "segm/AP-suitcase": 41.822977076353325, "segm/AP-surfboard": 34.8643955583401, "segm/AP-teddy bear": 46.10490473580132, "segm/AP-tennis racket": 58.942989884077235, "segm/AP-tie": 33.85934656945377, "segm/AP-toaster": 49.384615384615394, "segm/AP-toilet": 60.73366016632462, "segm/AP-toothbrush": 21.121420794221294, "segm/AP-traffic light": 28.02943070014817, "segm/AP-train": 61.37277137272446, "segm/AP-truck": 36.93919645387768, "segm/AP-tv": 58.311170573945425, "segm/AP-umbrella": 48.459304284638726, "segm/AP-vase": 40.25281679335472, "segm/AP-wine glass": 35.190470522983254, "segm/AP-zebra": 58.412593125181324, "segm/AP50": 61.637106037451275, "segm/AP75": 42.182406980324075, "segm/APl": 54.75164411720815, "segm/APm": 42.13365293065777, "segm/APs": 21.980758165759365, "time": 0.9830805463716388, "total_loss": 0.6925642284040805}
{"data_time": 0.015087609179317951, "eta_seconds": 69284.82358627021, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.27972520961766334, "fast_rcnn/fg_cls_accuracy": 0.6921089825053149, "iteration": 200019, "loss_box_reg": 0.20645376108586788, "loss_cls": 0.1715840846300125, "loss_mask": 0.2223497787490487, "loss_rpn_cls": 0.02915130415931344, "loss_rpn_loc": 0.07611882919445634, "lr": 0.0001, "mask_rcnn/accuracy": 0.9057069604834684, "mask_rcnn/false_negative": 0.07825020781152739, "mask_rcnn/false_positive": 0.11930484489226438, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9875186434946954, "total_loss": 0.7022870336659253}
{"data_time": 0.016519674099981785, "eta_seconds": 69189.78757129982, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31038961038961044, "fast_rcnn/fg_cls_accuracy": 0.6680763329497507, "iteration": 200039, "loss_box_reg": 0.2097850814461708, "loss_cls": 0.17587183974683285, "loss_mask": 0.23414289951324463, "loss_rpn_cls": 0.029641603876370937, "loss_rpn_loc": 0.07048130128532648, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052578828045048, "mask_rcnn/false_negative": 0.08778747509034357, "mask_rcnn/false_positive": 0.10696835599732252, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9828128111548722, "total_loss": 0.7252586680697277}
{"data_time": 0.01834762142971158, "eta_seconds": 69187.92601744644, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2975672104157189, "fast_rcnn/fg_cls_accuracy": 0.6795168523072472, "iteration": 200059, "loss_box_reg": 0.22048873640596867, "loss_cls": 0.17742127366364002, "loss_mask": 0.23927268758416176, "loss_rpn_cls": 0.03829492605291307, "loss_rpn_loc": 0.09077651612460613, "lr": 0.0001, "mask_rcnn/accuracy": 0.900978045083175, "mask_rcnn/false_negative": 0.09931500752208702, "mask_rcnn/false_positive": 0.11644838570681254, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9867701302282512, "total_loss": 0.7882486617891118}
{"data_time": 0.017963505815714598, "eta_seconds": 69224.76596683264, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3198608335183951, "fast_rcnn/fg_cls_accuracy": 0.6589254385964912, "iteration": 200079, "loss_box_reg": 0.23439385555684566, "loss_cls": 0.18858384061604738, "loss_mask": 0.2435156274586916, "loss_rpn_cls": 0.03777657076716423, "loss_rpn_loc": 0.08885357342660427, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956008841044316, "mask_rcnn/false_negative": 0.087258300775553, "mask_rcnn/false_positive": 0.12264261570844082, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 0.9881177609786391, "total_loss": 0.7807091643335298}
{"data_time": 0.016714099794626236, "eta_seconds": 69121.25771627761, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3294486733148443, "fast_rcnn/fg_cls_accuracy": 0.6367179634690061, "iteration": 200099, "loss_box_reg": 0.19362524803727865, "loss_cls": 0.1552277198061347, "loss_mask": 0.23496646620333195, "loss_rpn_cls": 0.03256862208945677, "loss_rpn_loc": 0.08391479251440614, "lr": 0.0001, "mask_rcnn/accuracy": 0.8856955388274871, "mask_rcnn/false_negative": 0.0997226522826373, "mask_rcnn/false_positive": 0.12646132796355916, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.971253746189177, "total_loss": 0.7097455646144226}
{"data_time": 0.01708725607022643, "eta_seconds": 69122.54485139623, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2612658846529814, "fast_rcnn/fg_cls_accuracy": 0.6922493071858506, "iteration": 200119, "loss_box_reg": 0.20085814222693443, "loss_cls": 0.17340631131082773, "loss_mask": 0.24317070841789246, "loss_rpn_cls": 0.03284281701780856, "loss_rpn_loc": 0.0721107223071158, "lr": 0.0001, "mask_rcnn/accuracy": 0.910127499125195, "mask_rcnn/false_negative": 0.08059224796145822, "mask_rcnn/false_positive": 0.10938612937781066, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0035057091154158, "total_loss": 0.7145520485937595}
{"data_time": 0.014499129727482796, "eta_seconds": 69081.70334848575, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2718606065872947, "fast_rcnn/fg_cls_accuracy": 0.6465694700876468, "iteration": 200139, "loss_box_reg": 0.21716950926929712, "loss_cls": 0.1709242146462202, "loss_mask": 0.24539015255868435, "loss_rpn_cls": 0.034483220952097327, "loss_rpn_loc": 0.09073939500376582, "lr": 0.0001, "mask_rcnn/accuracy": 0.900877039688877, "mask_rcnn/false_negative": 0.09485688773421139, "mask_rcnn/false_positive": 0.10468928439233999, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.0010041487403214, "total_loss": 0.7682017444167286}
{"data_time": 0.017037397250533104, "eta_seconds": 69135.03562353551, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28922902494331065, "fast_rcnn/fg_cls_accuracy": 0.6773524438677205, "iteration": 200159, "loss_box_reg": 0.18115689139813185, "loss_cls": 0.14277189318090677, "loss_mask": 0.2227538488805294, "loss_rpn_cls": 0.030231954820919782, "loss_rpn_loc": 0.05383458247524686, "lr": 0.0001, "mask_rcnn/accuracy": 0.8989456525599295, "mask_rcnn/false_negative": 0.09489854044660571, "mask_rcnn/false_positive": 0.09771121646706696, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0541748725809157, "total_loss": 0.6381964490283281}
{"data_time": 0.015491423662751913, "eta_seconds": 69115.23750336841, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.25476825178433227, "fast_rcnn/fg_cls_accuracy": 0.7235994728597359, "iteration": 200179, "loss_box_reg": 0.22655464801937342, "loss_cls": 0.1670106863602996, "loss_mask": 0.23869659379124641, "loss_rpn_cls": 0.03092250879853964, "loss_rpn_loc": 0.0693612506147474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962710043206139, "mask_rcnn/false_negative": 0.0903856071851025, "mask_rcnn/false_positive": 0.10840585768564107, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9649553317576647, "total_loss": 0.7380633076536469}
{"data_time": 0.0167378056794405, "eta_seconds": 69117.67271328717, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.27570552856812397, "fast_rcnn/fg_cls_accuracy": 0.7024112443959772, "iteration": 200199, "loss_box_reg": 0.2108448278158903, "loss_cls": 0.17263462580740452, "loss_mask": 0.22346817143261433, "loss_rpn_cls": 0.028079297859221697, "loss_rpn_loc": 0.060865086736157537, "lr": 0.0001, "mask_rcnn/accuracy": 0.8930605796311474, "mask_rcnn/false_negative": 0.10186829150576304, "mask_rcnn/false_positive": 0.11191110847267303, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0029268744401634, "total_loss": 0.6824892327422276}
{"data_time": 0.018521555699408054, "eta_seconds": 69093.62683349289, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2725008036001286, "fast_rcnn/fg_cls_accuracy": 0.702004852509258, "iteration": 200219, "loss_box_reg": 0.19197530997917056, "loss_cls": 0.16779914777725935, "loss_mask": 0.22839520871639252, "loss_rpn_cls": 0.0344272245420143, "loss_rpn_loc": 0.06996553810313344, "lr": 0.0001, "mask_rcnn/accuracy": 0.9159810096698648, "mask_rcnn/false_negative": 0.07627547278523969, "mask_rcnn/false_positive": 0.09672718380294278, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9784009447321296, "total_loss": 0.7189701041206717}
{"data_time": 0.014959420077502728, "eta_seconds": 69079.95507866144, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.25523486134691564, "fast_rcnn/fg_cls_accuracy": 0.7205846248273746, "iteration": 200239, "loss_box_reg": 0.20553422160446644, "loss_cls": 0.1505952114239335, "loss_mask": 0.22458584606647491, "loss_rpn_cls": 0.026433944352902472, "loss_rpn_loc": 0.06416531419381499, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032345212397241, "mask_rcnn/false_negative": 0.07977919352775567, "mask_rcnn/false_positive": 0.11575796975354469, "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": 0.9740540985949337, "total_loss": 0.7038914237637073}
{"data_time": 0.01378199178725481, "eta_seconds": 69060.1500456687, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.269423231511254, "fast_rcnn/fg_cls_accuracy": 0.7064576048951049, "iteration": 200259, "loss_box_reg": 0.20375586114823818, "loss_cls": 0.1668057208880782, "loss_mask": 0.2235487662255764, "loss_rpn_cls": 0.029422085732221603, "loss_rpn_loc": 0.06674888147972524, "lr": 0.0001, "mask_rcnn/accuracy": 0.9123838033616002, "mask_rcnn/false_negative": 0.07549597829856237, "mask_rcnn/false_positive": 0.09951348105552632, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0075055588968098, "total_loss": 0.711195866286289}
{"data_time": 0.016676796600222588, "eta_seconds": 69040.34501267597, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2856474943704439, "fast_rcnn/fg_cls_accuracy": 0.6696488679445842, "iteration": 200279, "loss_box_reg": 0.21415681950747967, "loss_cls": 0.1723503372631967, "loss_mask": 0.2297654217109084, "loss_rpn_cls": 0.029251190135255456, "loss_rpn_loc": 0.055114722810685635, "lr": 0.0001, "mask_rcnn/accuracy": 0.889307385048612, "mask_rcnn/false_negative": 0.08711023387990388, "mask_rcnn/false_positive": 0.11879041836463614, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9892810564488173, "total_loss": 0.6975257388548926}
{"data_time": 0.015736369881778955, "eta_seconds": 69006.95348810405, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30265934993668214, "fast_rcnn/fg_cls_accuracy": 0.6420925352964189, "iteration": 200299, "loss_box_reg": 0.2146837916225195, "loss_cls": 0.17402618750929832, "loss_mask": 0.2407462801784277, "loss_rpn_cls": 0.034198223846033216, "loss_rpn_loc": 0.08203978999517858, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003360209679483, "mask_rcnn/false_negative": 0.10106913290736878, "mask_rcnn/false_positive": 0.10301450236157482, "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": 0.9996245442889631, "total_loss": 0.7739192108856514}
{"data_time": 0.014720568433403969, "eta_seconds": 68987.15235367417, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.3033457829600614, "fast_rcnn/fg_cls_accuracy": 0.6745689655172413, "iteration": 200319, "loss_box_reg": 0.22496165707707405, "loss_cls": 0.17741819191724062, "loss_mask": 0.23767109401524067, "loss_rpn_cls": 0.02452069369610399, "loss_rpn_loc": 0.06358129635918885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951113332276843, "mask_rcnn/false_negative": 0.10837798764715553, "mask_rcnn/false_positive": 0.11777613251057603, "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": 0.9952440252527595, "total_loss": 0.7409668827895075}
{"data_time": 0.015263550914824009, "eta_seconds": 68995.72227462195, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.29052287581699343, "fast_rcnn/fg_cls_accuracy": 0.6654094132817537, "iteration": 200339, "loss_box_reg": 0.2084675282239914, "loss_cls": 0.17869482561945915, "loss_mask": 0.22982590273022652, "loss_rpn_cls": 0.029021757713053375, "loss_rpn_loc": 0.06870110589079559, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964721909430569, "mask_rcnn/false_negative": 0.07930496109354289, "mask_rcnn/false_positive": 0.13432314830073816, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0239002048037946, "total_loss": 0.7495587076991796}
{"data_time": 0.015000276733189821, "eta_seconds": 68975.91299461201, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2559942948912323, "fast_rcnn/fg_cls_accuracy": 0.7133558129306553, "iteration": 200359, "loss_box_reg": 0.20679339580237865, "loss_cls": 0.17176422011107206, "loss_mask": 0.22621605172753334, "loss_rpn_cls": 0.0298091288714204, "loss_rpn_loc": 0.053494855063036084, "lr": 0.0001, "mask_rcnn/accuracy": 0.9156524287719623, "mask_rcnn/false_negative": 0.0787489367377294, "mask_rcnn/false_positive": 0.10713700569669436, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9917044211179018, "total_loss": 0.6735220007831231}
{"data_time": 0.018702988047152758, "eta_seconds": 68939.43229654804, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.312533422459893, "fast_rcnn/fg_cls_accuracy": 0.6777513803355277, "iteration": 200379, "loss_box_reg": 0.2005932256579399, "loss_cls": 0.16254973644390702, "loss_mask": 0.23132281377911568, "loss_rpn_cls": 0.02706397487781942, "loss_rpn_loc": 0.06147417286410928, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005034057702597, "mask_rcnn/false_negative": 0.08698684388430174, "mask_rcnn/false_positive": 0.11175283353543512, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0075172963552177, "total_loss": 0.6708976936060935}
{"data_time": 0.015072398819029331, "eta_seconds": 68919.62780579925, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25452949438202244, "fast_rcnn/fg_cls_accuracy": 0.7307935393258427, "iteration": 200399, "loss_box_reg": 0.22543659713119268, "loss_cls": 0.169319954700768, "loss_mask": 0.2398221120238304, "loss_rpn_cls": 0.03538740728981793, "loss_rpn_loc": 0.06998463626950979, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076985932594192, "mask_rcnn/false_negative": 0.08172288553759213, "mask_rcnn/false_positive": 0.11041153773737603, "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": 0.9968105382286012, "total_loss": 0.7349218355957419}
{"data_time": 0.01543301111087203, "eta_seconds": 68890.47677875496, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.31300130867950016, "fast_rcnn/fg_cls_accuracy": 0.6558919577129574, "iteration": 200419, "loss_box_reg": 0.22050711512565613, "loss_cls": 0.16770937433466315, "loss_mask": 0.2336075585335493, "loss_rpn_cls": 0.02841190784238279, "loss_rpn_loc": 0.06953618675470352, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955045927093637, "mask_rcnn/false_negative": 0.09675601368142786, "mask_rcnn/false_positive": 0.11163280703839415, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9845230979844928, "total_loss": 0.731278546154499}
{"data_time": 0.018989504780620337, "eta_seconds": 68880.01882430166, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2619896563288793, "fast_rcnn/fg_cls_accuracy": 0.726143231395741, "iteration": 200439, "loss_box_reg": 0.19954506494104862, "loss_cls": 0.16364946588873863, "loss_mask": 0.23871038481593132, "loss_rpn_cls": 0.030788319068960845, "loss_rpn_loc": 0.07117538922466338, "lr": 0.0001, "mask_rcnn/accuracy": 0.9088417086462395, "mask_rcnn/false_negative": 0.07967916801070259, "mask_rcnn/false_positive": 0.09828723577247606, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9799775220453739, "total_loss": 0.7081293679075316}
{"data_time": 0.013012138660997152, "eta_seconds": 68876.8665945623, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.26507166457257203, "fast_rcnn/fg_cls_accuracy": 0.6807494307494308, "iteration": 200459, "loss_box_reg": 0.20960970502346754, "loss_cls": 0.1705005280673504, "loss_mask": 0.22292919643223286, "loss_rpn_cls": 0.035956260515376925, "loss_rpn_loc": 0.07302499376237392, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071493999307635, "mask_rcnn/false_negative": 0.0793542864941969, "mask_rcnn/false_positive": 0.10387911413489583, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9970797845162451, "total_loss": 0.7625784755509812}
{"data_time": 0.015335588715970516, "eta_seconds": 68897.80505303293, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2888163247355806, "fast_rcnn/fg_cls_accuracy": 0.6959347093925122, "iteration": 200479, "loss_box_reg": 0.19665533304214478, "loss_cls": 0.17344116047024727, "loss_mask": 0.21814658865332603, "loss_rpn_cls": 0.03109190845862031, "loss_rpn_loc": 0.054049279424361885, "lr": 0.0001, "mask_rcnn/accuracy": 0.9137331877400408, "mask_rcnn/false_negative": 0.08310087126827059, "mask_rcnn/false_positive": 0.08707085969574668, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0172312832437456, "total_loss": 0.6845737393014133}
{"data_time": 0.018059026449918747, "eta_seconds": 68851.5339451842, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2534741587655698, "fast_rcnn/fg_cls_accuracy": 0.7208588957055215, "iteration": 200499, "loss_box_reg": 0.2217828929424286, "loss_cls": 0.19227291829884052, "loss_mask": 0.23855465836822987, "loss_rpn_cls": 0.032371020410209894, "loss_rpn_loc": 0.06988038204144686, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027118463810511, "mask_rcnn/false_negative": 0.09312840936177053, "mask_rcnn/false_positive": 0.11726336432930928, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.973795800935477, "total_loss": 0.7857417954364792}
{"data_time": 0.015272066928446293, "eta_seconds": 68861.80502464995, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2750194451646357, "fast_rcnn/fg_cls_accuracy": 0.6884852216748769, "iteration": 200519, "loss_box_reg": 0.22928047366440296, "loss_cls": 0.18243199121207, "loss_mask": 0.24660385958850384, "loss_rpn_cls": 0.032970632892102, "loss_rpn_loc": 0.08432334219105542, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965759905511257, "mask_rcnn/false_negative": 0.07955526216152894, "mask_rcnn/false_positive": 0.11639636882829135, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 209.125, "rpn/num_pos_anchors": 46.875, "time": 1.0090206828899682, "total_loss": 0.7827058369293809}
{"data_time": 0.013825200963765383, "eta_seconds": 68842.87009542808, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3181846674606657, "fast_rcnn/fg_cls_accuracy": 0.6301697045883092, "iteration": 200539, "loss_box_reg": 0.21462622098624706, "loss_cls": 0.17060799524188042, "loss_mask": 0.2355969063937664, "loss_rpn_cls": 0.032277573947794735, "loss_rpn_loc": 0.07611251622438431, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970851242317988, "mask_rcnn/false_negative": 0.09604899469505698, "mask_rcnn/false_positive": 0.11655478189944646, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9919870551675558, "total_loss": 0.7109179457183927}
{"data_time": 0.014038157183676958, "eta_seconds": 68843.29878136516, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2411383409423723, "fast_rcnn/fg_cls_accuracy": 0.7321474717891292, "iteration": 200559, "loss_box_reg": 0.22114343382418156, "loss_cls": 0.17950288904830813, "loss_mask": 0.226780547760427, "loss_rpn_cls": 0.0317243926692754, "loss_rpn_loc": 0.07308395049767569, "lr": 0.0001, "mask_rcnn/accuracy": 0.9108158981934835, "mask_rcnn/false_negative": 0.07907061371147986, "mask_rcnn/false_positive": 0.10111586850108889, "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": 1.0042878575623035, "total_loss": 0.7465106417075731}
{"data_time": 0.014935857616364956, "eta_seconds": 68775.75425206684, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24140192926045018, "fast_rcnn/fg_cls_accuracy": 0.7491026392961877, "iteration": 200579, "loss_box_reg": 0.20779947936534882, "loss_cls": 0.15478916373103857, "loss_mask": 0.22952172718942165, "loss_rpn_cls": 0.027516668778844178, "loss_rpn_loc": 0.07760215923190117, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029989748092817, "mask_rcnn/false_negative": 0.09252237991405399, "mask_rcnn/false_positive": 0.10877884645054028, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.989523618016392, "total_loss": 0.6997785536223091}
{"data_time": 0.017148849554359913, "eta_seconds": 68752.46698986739, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21532282093007266, "fast_rcnn/fg_cls_accuracy": 0.7544678387960351, "iteration": 200599, "loss_box_reg": 0.20891465619206429, "loss_cls": 0.16120225377380848, "loss_mask": 0.2317179311066866, "loss_rpn_cls": 0.02955283783376217, "loss_rpn_loc": 0.06187820481136441, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920367554266555, "mask_rcnn/false_negative": 0.10102309429449399, "mask_rcnn/false_positive": 0.11853896359353784, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9700810462236404, "total_loss": 0.6932695138966665}
{"data_time": 0.02042078599333763, "eta_seconds": 68697.5613314379, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3197657436616427, "fast_rcnn/fg_cls_accuracy": 0.6199324324324325, "iteration": 200619, "loss_box_reg": 0.21655312180519104, "loss_cls": 0.18291463050991297, "loss_mask": 0.22946301102638245, "loss_rpn_cls": 0.02965204929932952, "loss_rpn_loc": 0.07278980733826756, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012116758929277, "mask_rcnn/false_negative": 0.08884344071275135, "mask_rcnn/false_positive": 0.1114952920368569, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9848088235594332, "total_loss": 0.7604029474314302}
{"data_time": 0.014698262326419353, "eta_seconds": 68671.84799026698, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.25734537739488234, "fast_rcnn/fg_cls_accuracy": 0.7409458051068265, "iteration": 200639, "loss_box_reg": 0.20747788809239864, "loss_cls": 0.17314689978957176, "loss_mask": 0.23983637057244778, "loss_rpn_cls": 0.03979179437737912, "loss_rpn_loc": 0.05958439805544913, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013937293094294, "mask_rcnn/false_negative": 0.08057484879409814, "mask_rcnn/false_positive": 0.11507380781187385, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.989818834234029, "total_loss": 0.7436890520621091}
{"data_time": 0.015697183553129435, "eta_seconds": 68652.04641933553, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26327063740856843, "fast_rcnn/fg_cls_accuracy": 0.7104458169045209, "iteration": 200659, "loss_box_reg": 0.1989697925746441, "loss_cls": 0.15859255380928516, "loss_mask": 0.2299637794494629, "loss_rpn_cls": 0.0319610214792192, "loss_rpn_loc": 0.06796894676517695, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051346887779221, "mask_rcnn/false_negative": 0.0962898516925907, "mask_rcnn/false_positive": 0.10016254469490571, "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": 0.9939806810580194, "total_loss": 0.6691217228071764}
{"data_time": 0.016900632996112108, "eta_seconds": 68660.41696915403, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26177285318559557, "fast_rcnn/fg_cls_accuracy": 0.6812978654065505, "iteration": 200679, "loss_box_reg": 0.20167233422398567, "loss_cls": 0.15600828547030687, "loss_mask": 0.23209804855287075, "loss_rpn_cls": 0.028256443911232054, "loss_rpn_loc": 0.06393919768743217, "lr": 0.0001, "mask_rcnn/accuracy": 0.9008809704624587, "mask_rcnn/false_negative": 0.08450593122347778, "mask_rcnn/false_positive": 0.11482474829599232, "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": 1.021873171441257, "total_loss": 0.7078793316613883}
{"data_time": 0.015182937029749155, "eta_seconds": 68626.44275855273, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2978377950261365, "fast_rcnn/fg_cls_accuracy": 0.6736899038461539, "iteration": 200699, "loss_box_reg": 0.20009051635861397, "loss_cls": 0.15914997272193432, "loss_mask": 0.2307362612336874, "loss_rpn_cls": 0.027426867396570742, "loss_rpn_loc": 0.06467852729838341, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043051191347218, "mask_rcnn/false_negative": 0.08741838181424852, "mask_rcnn/false_positive": 0.09837606303965224, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9698697496205568, "total_loss": 0.6990977420064155}
{"data_time": 0.013234638143330812, "eta_seconds": 68605.32122060657, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28504300347893313, "fast_rcnn/fg_cls_accuracy": 0.6718545020870602, "iteration": 200719, "loss_box_reg": 0.19883530400693417, "loss_cls": 0.15764459129422903, "loss_mask": 0.23614458180963993, "loss_rpn_cls": 0.036014871671795845, "loss_rpn_loc": 0.06477989943232387, "lr": 0.0001, "mask_rcnn/accuracy": 0.89303661784434, "mask_rcnn/false_negative": 0.09142458868148123, "mask_rcnn/false_positive": 0.11203066194722282, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0060736676678061, "total_loss": 0.6869833795935847}
{"data_time": 0.012973150238394737, "eta_seconds": 68585.51598930731, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24759037382601368, "fast_rcnn/fg_cls_accuracy": 0.7118373136856369, "iteration": 200739, "loss_box_reg": 0.18176532164216042, "loss_cls": 0.16108673438429832, "loss_mask": 0.21864094771444798, "loss_rpn_cls": 0.02623725263401866, "loss_rpn_loc": 0.06427095062099397, "lr": 0.0001, "mask_rcnn/accuracy": 0.906180301946387, "mask_rcnn/false_negative": 0.0891914760426813, "mask_rcnn/false_positive": 0.10071760596478965, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9836607249453664, "total_loss": 0.6828526668250561}
{"data_time": 0.017831502947956324, "eta_seconds": 68581.17817288265, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28269379614193857, "fast_rcnn/fg_cls_accuracy": 0.6695656139253701, "iteration": 200759, "loss_box_reg": 0.21993925608694553, "loss_cls": 0.17492246069014072, "loss_mask": 0.2272192146629095, "loss_rpn_cls": 0.03044323914218694, "loss_rpn_loc": 0.05961638502776623, "lr": 0.0001, "mask_rcnn/accuracy": 0.887665993180919, "mask_rcnn/false_negative": 0.09970115282882969, "mask_rcnn/false_positive": 0.12055264546930683, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9906179248355329, "total_loss": 0.7279910196084529}
{"data_time": 0.014503579121083021, "eta_seconds": 68600.76660597697, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2913337557857615, "fast_rcnn/fg_cls_accuracy": 0.679814331302582, "iteration": 200779, "loss_box_reg": 0.20104676857590675, "loss_cls": 0.16656253021210432, "loss_mask": 0.24347351677715778, "loss_rpn_cls": 0.024130054283887148, "loss_rpn_loc": 0.06254738103598356, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913212630184817, "mask_rcnn/false_negative": 0.09566577263592521, "mask_rcnn/false_positive": 0.11406426468970265, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.022161646746099, "total_loss": 0.6988117602304555}
{"data_time": 0.016737740486860275, "eta_seconds": 68597.59412296116, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24298007246376813, "fast_rcnn/fg_cls_accuracy": 0.7267256202407271, "iteration": 200799, "loss_box_reg": 0.20601380057632923, "loss_cls": 0.16152941342443228, "loss_mask": 0.23167164251208305, "loss_rpn_cls": 0.03728590742684901, "loss_rpn_loc": 0.08092490024864674, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993681168119421, "mask_rcnn/false_negative": 0.08707627923887803, "mask_rcnn/false_positive": 0.09395413801835795, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0003829281777143, "total_loss": 0.7749099872307852}
{"data_time": 0.018193417694419622, "eta_seconds": 68616.07487965375, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.261396099863371, "fast_rcnn/fg_cls_accuracy": 0.7045159768895177, "iteration": 200819, "loss_box_reg": 0.19281599670648575, "loss_cls": 0.15847405791282654, "loss_mask": 0.22946358285844326, "loss_rpn_cls": 0.027200536569580436, "loss_rpn_loc": 0.05802528141066432, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039241956195714, "mask_rcnn/false_negative": 0.08281888744024335, "mask_rcnn/false_positive": 0.09709080886922579, "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": 1.0151912551373243, "total_loss": 0.7046007620519958}
{"data_time": 0.020483843982219696, "eta_seconds": 68614.73322311416, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2824223842402588, "fast_rcnn/fg_cls_accuracy": 0.7099620303756995, "iteration": 200839, "loss_box_reg": 0.20650647394359112, "loss_cls": 0.16120249684900045, "loss_mask": 0.2394000068306923, "loss_rpn_cls": 0.03413380542770028, "loss_rpn_loc": 0.0728639829903841, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001081258352216, "mask_rcnn/false_negative": 0.09348458005209456, "mask_rcnn/false_positive": 0.13561550418026896, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9832833930850029, "total_loss": 0.686502304248279}
{"data_time": 0.023745347280055285, "eta_seconds": 68639.02860811912, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32479085900836563, "fast_rcnn/fg_cls_accuracy": 0.6428641165329116, "iteration": 200859, "loss_box_reg": 0.21269494481384754, "loss_cls": 0.1635847920551896, "loss_mask": 0.23239805176854134, "loss_rpn_cls": 0.0374090081313625, "loss_rpn_loc": 0.08127545745810494, "lr": 0.0001, "mask_rcnn/accuracy": 0.891673640177904, "mask_rcnn/false_negative": 0.10111539792063991, "mask_rcnn/false_positive": 0.1274182731737079, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0014743050560355, "total_loss": 0.7293745389324613}
{"data_time": 0.01777319610118866, "eta_seconds": 68648.40447306633, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2731283422459893, "fast_rcnn/fg_cls_accuracy": 0.7182438192668372, "iteration": 200879, "loss_box_reg": 0.2065839171409607, "loss_cls": 0.16349219717085361, "loss_mask": 0.23369614034891129, "loss_rpn_cls": 0.02664358715992421, "loss_rpn_loc": 0.05339538003318012, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010872998392905, "mask_rcnn/false_negative": 0.09520365108484553, "mask_rcnn/false_positive": 0.10931746452900426, "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": 1.0168389864265919, "total_loss": 0.6884918148862198}
{"data_time": 0.021810293197631836, "eta_seconds": 68614.93461015634, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3068060461677483, "fast_rcnn/fg_cls_accuracy": 0.670718085106383, "iteration": 200899, "loss_box_reg": 0.21110942214727402, "loss_cls": 0.1699880976229906, "loss_mask": 0.22724432684481144, "loss_rpn_cls": 0.02739632921293378, "loss_rpn_loc": 0.06443791656056419, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972328404318397, "mask_rcnn/false_negative": 0.08793567869381988, "mask_rcnn/false_positive": 0.10316671602262203, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9954292420297861, "total_loss": 0.712428238010034}
{"data_time": 0.015838606283068657, "eta_seconds": 68584.71681876108, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.3043569550611033, "fast_rcnn/fg_cls_accuracy": 0.6473663263759034, "iteration": 200919, "loss_box_reg": 0.2296066302806139, "loss_cls": 0.18555825017392635, "loss_mask": 0.24202518351376057, "loss_rpn_cls": 0.028371250140480697, "loss_rpn_loc": 0.07432284438982606, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984436360980562, "mask_rcnn/false_negative": 0.08737215168194554, "mask_rcnn/false_positive": 0.10394665691298968, "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": 0.9583149715326726, "total_loss": 0.7833865860011429}
{"data_time": 0.0161108928732574, "eta_seconds": 68509.84986204654, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2809640782192291, "fast_rcnn/fg_cls_accuracy": 0.696995248975447, "iteration": 200939, "loss_box_reg": 0.2062820428982377, "loss_cls": 0.1601369185373187, "loss_mask": 0.23308338224887848, "loss_rpn_cls": 0.030435957480221987, "loss_rpn_loc": 0.07789238775148988, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993883822390811, "mask_rcnn/false_negative": 0.08800023188213137, "mask_rcnn/false_positive": 0.10998125570453668, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9711892935447395, "total_loss": 0.7427370476652868}
{"data_time": 0.01481137378141284, "eta_seconds": 68545.00360693783, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.27216330858960763, "fast_rcnn/fg_cls_accuracy": 0.7033401900284062, "iteration": 200959, "loss_box_reg": 0.19167151674628258, "loss_cls": 0.1519969180226326, "loss_mask": 0.21118539199233055, "loss_rpn_cls": 0.029246905585750937, "loss_rpn_loc": 0.0727808055235073, "lr": 0.0001, "mask_rcnn/accuracy": 0.9089753767573174, "mask_rcnn/false_negative": 0.08267954452921063, "mask_rcnn/false_positive": 0.10549548797753422, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9951347871683538, "total_loss": 0.6675412421463989}
{"data_time": 0.023254720959812403, "eta_seconds": 68525.1470010262, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26644070988090196, "fast_rcnn/fg_cls_accuracy": 0.6671516461589624, "iteration": 200979, "loss_box_reg": 0.20352031104266644, "loss_cls": 0.14710348285734653, "loss_mask": 0.23258092440664768, "loss_rpn_cls": 0.027775100548751652, "loss_rpn_loc": 0.07415046961978078, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997160991681579, "mask_rcnn/false_negative": 0.09129983155367169, "mask_rcnn/false_positive": 0.11339110881891873, "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": 1.0017250222153962, "total_loss": 0.6931753993267193}
{"data_time": 0.017360281199216843, "eta_seconds": 68530.89693188667, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2508783487044357, "fast_rcnn/fg_cls_accuracy": 0.6939773307938868, "iteration": 200999, "loss_box_reg": 0.22625282406806946, "loss_cls": 0.17180063854902983, "loss_mask": 0.24078250117599964, "loss_rpn_cls": 0.029995293589308858, "loss_rpn_loc": 0.06755013228394091, "lr": 0.0001, "mask_rcnn/accuracy": 0.8762653682971773, "mask_rcnn/false_negative": 0.09401639980319004, "mask_rcnn/false_positive": 0.12110850114004784, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0073167574591935, "total_loss": 0.7435482216533273}
{"data_time": 0.01740989787504077, "eta_seconds": 68511.03290379047, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23642923064015436, "fast_rcnn/fg_cls_accuracy": 0.7319420950276752, "iteration": 201019, "loss_box_reg": 0.21558816730976105, "loss_cls": 0.16670504491776228, "loss_mask": 0.2463872991502285, "loss_rpn_cls": 0.03252894408069551, "loss_rpn_loc": 0.06896621431224048, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940517387932495, "mask_rcnn/false_negative": 0.08836704986913244, "mask_rcnn/false_positive": 0.10210842869397535, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9593029022216797, "total_loss": 0.7528320776182227}
{"data_time": 0.014920021872967482, "eta_seconds": 68527.54766404629, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2926424232585197, "fast_rcnn/fg_cls_accuracy": 0.6736959761549925, "iteration": 201039, "loss_box_reg": 0.2316271523013711, "loss_cls": 0.1844054814428091, "loss_mask": 0.23416314832866192, "loss_rpn_cls": 0.02858486375771463, "loss_rpn_loc": 0.08271235832944512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8894641301216211, "mask_rcnn/false_negative": 0.10009913927070849, "mask_rcnn/false_positive": 0.12332675549793903, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0134416725486517, "total_loss": 0.7765068616718054}
{"data_time": 0.015531737823039293, "eta_seconds": 68527.60875890963, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2648555546856651, "fast_rcnn/fg_cls_accuracy": 0.7088263071590177, "iteration": 201059, "loss_box_reg": 0.22706018015742302, "loss_cls": 0.1782759577035904, "loss_mask": 0.24028708785772324, "loss_rpn_cls": 0.02854510408360511, "loss_rpn_loc": 0.0653024457860738, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019962204804828, "mask_rcnn/false_negative": 0.08480607089241035, "mask_rcnn/false_positive": 0.10279222308372529, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0179442106746137, "total_loss": 0.7543415455147624}
{"data_time": 0.013469359837472439, "eta_seconds": 68510.16255082563, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.291819901229379, "fast_rcnn/fg_cls_accuracy": 0.6806188925081433, "iteration": 201079, "loss_box_reg": 0.19749519973993301, "loss_cls": 0.17357145296409726, "loss_mask": 0.2307212371379137, "loss_rpn_cls": 0.027178334072232246, "loss_rpn_loc": 0.058657330577261746, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014105992069207, "mask_rcnn/false_negative": 0.07363657903540213, "mask_rcnn/false_positive": 0.12956140694667245, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9977104789577425, "total_loss": 0.6926824509864673}
{"data_time": 0.016866798512637615, "eta_seconds": 68498.80891270004, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2916893115942029, "fast_rcnn/fg_cls_accuracy": 0.6726936535243244, "iteration": 201099, "loss_box_reg": 0.21936653554439545, "loss_cls": 0.1741075310856104, "loss_mask": 0.23936143331229687, "loss_rpn_cls": 0.03526450094068423, "loss_rpn_loc": 0.07807920966297388, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013947500542769, "mask_rcnn/false_negative": 0.08873323108548371, "mask_rcnn/false_positive": 0.11106962025567794, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9863228555768728, "total_loss": 0.7406079564825632}
{"data_time": 0.016354321502149105, "eta_seconds": 68440.53490865976, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26874954535535023, "fast_rcnn/fg_cls_accuracy": 0.7217229971387698, "iteration": 201119, "loss_box_reg": 0.21264962200075388, "loss_cls": 0.16741128987632692, "loss_mask": 0.24359320104122162, "loss_rpn_cls": 0.03078054788056761, "loss_rpn_loc": 0.06823542714118958, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021892115059182, "mask_rcnn/false_negative": 0.08442961111683245, "mask_rcnn/false_positive": 0.11417490842955756, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9427753333002329, "total_loss": 0.7092493853415363}
{"data_time": 0.019316414836794138, "eta_seconds": 68404.50897107832, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.28825150114902764, "fast_rcnn/fg_cls_accuracy": 0.6618429770318022, "iteration": 201139, "loss_box_reg": 0.21059711650013924, "loss_cls": 0.16619076766073704, "loss_mask": 0.2404743880033493, "loss_rpn_cls": 0.029942047665826976, "loss_rpn_loc": 0.08373756962828338, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928765001134837, "mask_rcnn/false_negative": 0.09616382560648393, "mask_rcnn/false_positive": 0.10955527427923625, "roi_head/num_bg_samples": 464.125, "roi_head/num_fg_samples": 47.875, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.971586580388248, "total_loss": 0.7274487631220836}
{"data_time": 0.01981090335175395, "eta_seconds": 68343.81769705564, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27771274324826817, "fast_rcnn/fg_cls_accuracy": 0.7138788968824941, "iteration": 201159, "loss_box_reg": 0.21343543753027916, "loss_cls": 0.16311555728316307, "loss_mask": 0.22819512616842985, "loss_rpn_cls": 0.02954537549521774, "loss_rpn_loc": 0.06813538540154696, "lr": 0.0001, "mask_rcnn/accuracy": 0.893434917231501, "mask_rcnn/false_negative": 0.09280755652957354, "mask_rcnn/false_positive": 0.11317111057792252, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9978604135103524, "total_loss": 0.7262494598980993}
{"data_time": 0.013850474264472723, "eta_seconds": 68326.442435598, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.26281453867660765, "fast_rcnn/fg_cls_accuracy": 0.7066515249837768, "iteration": 201179, "loss_box_reg": 0.22006759140640497, "loss_cls": 0.1684197559952736, "loss_mask": 0.2404819205403328, "loss_rpn_cls": 0.03297537047183141, "loss_rpn_loc": 0.07879140414297581, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026325487102482, "mask_rcnn/false_negative": 0.08962627581048707, "mask_rcnn/false_positive": 0.10842841455017696, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9905278291553259, "total_loss": 0.7391696207923815}
{"data_time": 0.016645726282149553, "eta_seconds": 68287.74894326925, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2776931754089115, "fast_rcnn/fg_cls_accuracy": 0.6783620288506282, "iteration": 201199, "loss_box_reg": 0.21693340595811605, "loss_cls": 0.16590442974120378, "loss_mask": 0.2356330156326294, "loss_rpn_cls": 0.0317550819600001, "loss_rpn_loc": 0.06331029767170548, "lr": 0.0001, "mask_rcnn/accuracy": 0.8914789215556485, "mask_rcnn/false_negative": 0.10485173033347034, "mask_rcnn/false_positive": 0.11546280627422839, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9915041816420853, "total_loss": 0.7247798247262836}
{"data_time": 0.025429275818169117, "eta_seconds": 68278.21134486236, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23923220973782772, "fast_rcnn/fg_cls_accuracy": 0.6859320147272883, "iteration": 201219, "loss_box_reg": 0.19455265440046787, "loss_cls": 0.17129254061728716, "loss_mask": 0.2395390421152115, "loss_rpn_cls": 0.03403093753149733, "loss_rpn_loc": 0.07213617011439055, "lr": 0.0001, "mask_rcnn/accuracy": 0.899231524336011, "mask_rcnn/false_negative": 0.08432584920332989, "mask_rcnn/false_positive": 0.11461927628938318, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9733426761813462, "total_loss": 0.7272384741809219}
{"data_time": 0.017624827101826668, "eta_seconds": 68277.32132842764, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2869578703204229, "fast_rcnn/fg_cls_accuracy": 0.6775814230888912, "iteration": 201239, "loss_box_reg": 0.2170348996296525, "loss_cls": 0.17717691976577044, "loss_mask": 0.23750883154571056, "loss_rpn_cls": 0.0362729454645887, "loss_rpn_loc": 0.08885843120515347, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018344185862215, "mask_rcnn/false_negative": 0.08541394598886214, "mask_rcnn/false_positive": 0.1116819480556435, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9958537216298282, "total_loss": 0.770493125426583}
{"data_time": 0.020724758505821228, "eta_seconds": 68246.3334731292, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2848992012171928, "fast_rcnn/fg_cls_accuracy": 0.7025484975275771, "iteration": 201259, "loss_box_reg": 0.18446894269436598, "loss_cls": 0.14488815004006028, "loss_mask": 0.23646327294409275, "loss_rpn_cls": 0.03241079719737172, "loss_rpn_loc": 0.06428865779889748, "lr": 0.0001, "mask_rcnn/accuracy": 0.8954988017287879, "mask_rcnn/false_negative": 0.0942940347944722, "mask_rcnn/false_positive": 0.11815488161673174, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9800281152129173, "total_loss": 0.6520597108174115}
{"data_time": 0.014954510610550642, "eta_seconds": 68217.41614110768, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28075521455194824, "fast_rcnn/fg_cls_accuracy": 0.6861421069904825, "iteration": 201279, "loss_box_reg": 0.19827603548765182, "loss_cls": 0.16386641189455986, "loss_mask": 0.23624833673238754, "loss_rpn_cls": 0.03261515009216964, "loss_rpn_loc": 0.06809210474602878, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003023415197388, "mask_rcnn/false_negative": 0.08563131091919313, "mask_rcnn/false_positive": 0.11515563732046499, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9686607327312231, "total_loss": 0.7055600052699447}
{"data_time": 0.016455788165330887, "eta_seconds": 68197.5624111481, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2850678733031674, "fast_rcnn/fg_cls_accuracy": 0.6984486102133161, "iteration": 201299, "loss_box_reg": 0.23184059001505375, "loss_cls": 0.18341656122356653, "loss_mask": 0.24074682593345642, "loss_rpn_cls": 0.03692003362812102, "loss_rpn_loc": 0.07367769302800298, "lr": 0.0001, "mask_rcnn/accuracy": 0.885993566382597, "mask_rcnn/false_negative": 0.09495684912999619, "mask_rcnn/false_positive": 0.1308128802779499, "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": 1.0103316702879965, "total_loss": 0.788958354271017}
{"data_time": 0.01565590873360634, "eta_seconds": 68120.15066109598, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2411559764159371, "fast_rcnn/fg_cls_accuracy": 0.7282821252195817, "iteration": 201319, "loss_box_reg": 0.21372196171432734, "loss_cls": 0.18161276169121265, "loss_mask": 0.23466558381915092, "loss_rpn_cls": 0.03345587954390794, "loss_rpn_loc": 0.08097029128111899, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016784358603764, "mask_rcnn/false_negative": 0.08583137006988202, "mask_rcnn/false_positive": 0.10339872385754062, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9825297771021724, "total_loss": 0.7532818609615788}
{"data_time": 0.01349837938323617, "eta_seconds": 68056.0345131997, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.30356848233436257, "fast_rcnn/fg_cls_accuracy": 0.6647046274388115, "iteration": 201339, "loss_box_reg": 0.20705098938196898, "loss_cls": 0.17616801196709275, "loss_mask": 0.23404614999890327, "loss_rpn_cls": 0.034754886000882834, "loss_rpn_loc": 0.09140469238627702, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998244045236526, "mask_rcnn/false_negative": 0.09079895835411186, "mask_rcnn/false_positive": 0.10883888567281941, "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": 0.9803706235252321, "total_loss": 0.728689644834958}
{"data_time": 0.015989030711352825, "eta_seconds": 68080.47672361135, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2935483870967742, "fast_rcnn/fg_cls_accuracy": 0.661872025383395, "iteration": 201359, "loss_box_reg": 0.2256459128111601, "loss_cls": 0.17277591675519943, "loss_mask": 0.23264893144369125, "loss_rpn_cls": 0.029335300903767347, "loss_rpn_loc": 0.08133194432593882, "lr": 0.0001, "mask_rcnn/accuracy": 0.8943471858899337, "mask_rcnn/false_negative": 0.09431079116723642, "mask_rcnn/false_positive": 0.11459073311001747, "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": 1.0253878734074533, "total_loss": 0.7437337039154954}
{"data_time": 0.014770187437534332, "eta_seconds": 68034.93481069803, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2869370513879184, "fast_rcnn/fg_cls_accuracy": 0.6874542124542125, "iteration": 201379, "loss_box_reg": 0.21816816832870245, "loss_cls": 0.17911751102656126, "loss_mask": 0.23043897561728954, "loss_rpn_cls": 0.030629651970230043, "loss_rpn_loc": 0.060946375131607056, "lr": 0.0001, "mask_rcnn/accuracy": 0.8935579071493649, "mask_rcnn/false_negative": 0.08978603349777683, "mask_rcnn/false_positive": 0.10142700674747585, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9926264397799969, "total_loss": 0.7437342972261831}
{"data_time": 0.024640788324177265, "eta_seconds": 68046.82378768921, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2531094527363184, "fast_rcnn/fg_cls_accuracy": 0.7173420640803888, "iteration": 201399, "loss_box_reg": 0.1967910579405725, "loss_cls": 0.15840052347630262, "loss_mask": 0.2353525422513485, "loss_rpn_cls": 0.03010960647952743, "loss_rpn_loc": 0.05933428695425391, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920486271385816, "mask_rcnn/false_negative": 0.08046951091513299, "mask_rcnn/false_positive": 0.12764445058395857, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0125532625243068, "total_loss": 0.664613588276552}
{"data_time": 0.013345376588404179, "eta_seconds": 68067.08156403154, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2931757307557936, "fast_rcnn/fg_cls_accuracy": 0.6668346774193548, "iteration": 201419, "loss_box_reg": 0.1969346897676587, "loss_cls": 0.15210719779133797, "loss_mask": 0.23074843175709248, "loss_rpn_cls": 0.03155553335091099, "loss_rpn_loc": 0.06883692287374288, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975882875276581, "mask_rcnn/false_negative": 0.0967501735557762, "mask_rcnn/false_positive": 0.11013043200753789, "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": 0.9984689126722515, "total_loss": 0.6968754343688488}
{"data_time": 0.015435689594596624, "eta_seconds": 68047.23114654422, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.28748482838874356, "fast_rcnn/fg_cls_accuracy": 0.6769417237199855, "iteration": 201439, "loss_box_reg": 0.2165045440196991, "loss_cls": 0.17864374071359634, "loss_mask": 0.2403678447008133, "loss_rpn_cls": 0.03534384584054351, "loss_rpn_loc": 0.08342640101909637, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046026976165769, "mask_rcnn/false_negative": 0.08508784128934758, "mask_rcnn/false_positive": 0.10447239196667187, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9901923439465463, "total_loss": 0.7552929255180061}
{"data_time": 0.015526388306170702, "eta_seconds": 68010.44992753305, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.23315777924072856, "fast_rcnn/fg_cls_accuracy": 0.7451878766394895, "iteration": 201459, "loss_box_reg": 0.219277897849679, "loss_cls": 0.16896009724587202, "loss_mask": 0.23132294602692127, "loss_rpn_cls": 0.031207803869619966, "loss_rpn_loc": 0.09570621384773403, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035136809025067, "mask_rcnn/false_negative": 0.09442423824874634, "mask_rcnn/false_positive": 0.10300805199545468, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9851074102334678, "total_loss": 0.736160789791029}
{"data_time": 0.01987987384200096, "eta_seconds": 67967.4688911438, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.30726778080062184, "fast_rcnn/fg_cls_accuracy": 0.6411604501839694, "iteration": 201479, "loss_box_reg": 0.2421755138784647, "loss_cls": 0.18388396687805653, "loss_mask": 0.2425495032221079, "loss_rpn_cls": 0.03522939421236515, "loss_rpn_loc": 0.07573832175694406, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046823326392883, "mask_rcnn/false_negative": 0.07828427063081611, "mask_rcnn/false_positive": 0.10870278965827829, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.014549646526575, "total_loss": 0.7878859607735649}
{"data_time": 0.021512584295123816, "eta_seconds": 67987.67989408225, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.29865764164273667, "fast_rcnn/fg_cls_accuracy": 0.692677570801151, "iteration": 201499, "loss_box_reg": 0.20263885892927647, "loss_cls": 0.16657172702252865, "loss_mask": 0.23500632122159004, "loss_rpn_cls": 0.03231018909718841, "loss_rpn_loc": 0.07531808502972126, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039759652316572, "mask_rcnn/false_negative": 0.08442300233853026, "mask_rcnn/false_positive": 0.10162234341570744, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9883971023373306, "total_loss": 0.728870838531293}
{"data_time": 0.016110966447740793, "eta_seconds": 67927.7914428711, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.27807218651733256, "fast_rcnn/fg_cls_accuracy": 0.7136199122470024, "iteration": 201519, "loss_box_reg": 0.22813373990356922, "loss_cls": 0.17764497455209494, "loss_mask": 0.24747432582080364, "loss_rpn_cls": 0.03126943111419678, "loss_rpn_loc": 0.07683609263040125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966556220804476, "mask_rcnn/false_negative": 0.09218664569374645, "mask_rcnn/false_positive": 0.11950752985683447, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.982356633991003, "total_loss": 0.7706455970765091}
{"data_time": 0.014462101273238659, "eta_seconds": 67888.93656964414, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2991804226198733, "fast_rcnn/fg_cls_accuracy": 0.6770248127340824, "iteration": 201539, "loss_box_reg": 0.20987218711525202, "loss_cls": 0.16638254281133413, "loss_mask": 0.23425928503274918, "loss_rpn_cls": 0.031869534868746996, "loss_rpn_loc": 0.06676018610596657, "lr": 0.0001, "mask_rcnn/accuracy": 0.8837171582883606, "mask_rcnn/false_negative": 0.08805747905366468, "mask_rcnn/false_positive": 0.11836129218330206, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9867299608886242, "total_loss": 0.7277410484384745}
{"data_time": 0.021925749722868204, "eta_seconds": 67849.87220406532, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3038641222582944, "fast_rcnn/fg_cls_accuracy": 0.6764821468672805, "iteration": 201559, "loss_box_reg": 0.20299003086984158, "loss_cls": 0.16671942081302404, "loss_mask": 0.2237666491419077, "loss_rpn_cls": 0.029437676450470462, "loss_rpn_loc": 0.0646486139157787, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039938895136641, "mask_rcnn/false_negative": 0.09317826720203032, "mask_rcnn/false_positive": 0.10125238763174535, "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": 0.9809494991786778, "total_loss": 0.7129391280468553}
{"data_time": 0.01466089254245162, "eta_seconds": 67824.38424700871, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31208397337429594, "fast_rcnn/fg_cls_accuracy": 0.6663382594417078, "iteration": 201579, "loss_box_reg": 0.1988444346934557, "loss_cls": 0.16342993266880512, "loss_mask": 0.24310247972607613, "loss_rpn_cls": 0.02911280345870182, "loss_rpn_loc": 0.05671783396974206, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902063738388405, "mask_rcnn/false_negative": 0.09263855864251355, "mask_rcnn/false_positive": 0.11649758710223845, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9850383615121245, "total_loss": 0.6854515738668852}
{"data_time": 0.014793790876865387, "eta_seconds": 67871.53158802539, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2817354288791133, "fast_rcnn/fg_cls_accuracy": 0.7039042578049598, "iteration": 201599, "loss_box_reg": 0.2228426905348897, "loss_cls": 0.1768305879086256, "loss_mask": 0.23557172901928425, "loss_rpn_cls": 0.03124073683284223, "loss_rpn_loc": 0.07939918339252472, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982542091268975, "mask_rcnn/false_negative": 0.08988156428504077, "mask_rcnn/false_positive": 0.1106300272597465, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0183368539437652, "total_loss": 0.757165559916757}
{"data_time": 0.01652194606140256, "eta_seconds": 67876.52853918262, "fast_rcnn/cls_accuracy": 0.920166015625, "fast_rcnn/false_negative": 0.3212942746239689, "fast_rcnn/fg_cls_accuracy": 0.6515579421904004, "iteration": 201619, "loss_box_reg": 0.2121050599962473, "loss_cls": 0.17537197191268206, "loss_mask": 0.2222574669867754, "loss_rpn_cls": 0.03340006247162819, "loss_rpn_loc": 0.06480637309141457, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974063504621257, "mask_rcnn/false_negative": 0.09620791673243301, "mask_rcnn/false_positive": 0.10012971036895621, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0099890138953924, "total_loss": 0.6841831863857806}
{"data_time": 0.018457609694451094, "eta_seconds": 67871.51485171169, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28818208778173193, "fast_rcnn/fg_cls_accuracy": 0.6803260483297797, "iteration": 201639, "loss_box_reg": 0.18932979088276625, "loss_cls": 0.1591998664662242, "loss_mask": 0.23477877117693424, "loss_rpn_cls": 0.031306717079132795, "loss_rpn_loc": 0.08080216823145747, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012973559435575, "mask_rcnn/false_negative": 0.09202659230651593, "mask_rcnn/false_positive": 0.11478975426675636, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9792878068983555, "total_loss": 0.6783456720877439}
{"data_time": 0.015919065102934837, "eta_seconds": 67840.19527187571, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2460715754833402, "fast_rcnn/fg_cls_accuracy": 0.7305020300315783, "iteration": 201659, "loss_box_reg": 0.20701391715556383, "loss_cls": 0.16158302128314972, "loss_mask": 0.21817459352314472, "loss_rpn_cls": 0.03174201026558876, "loss_rpn_loc": 0.07062093331478536, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022438116264366, "mask_rcnn/false_negative": 0.08681114155614267, "mask_rcnn/false_positive": 0.10046624090138012, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9872719831764698, "total_loss": 0.7136117943446152}
{"data_time": 0.018354333005845547, "eta_seconds": 67747.47645840049, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28383415456100486, "fast_rcnn/fg_cls_accuracy": 0.6685681627019215, "iteration": 201679, "loss_box_reg": 0.2091067135334015, "loss_cls": 0.1663855779916048, "loss_mask": 0.23848824948072433, "loss_rpn_cls": 0.030058456119149923, "loss_rpn_loc": 0.06697481428273022, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988128915082618, "mask_rcnn/false_negative": 0.0865909392740995, "mask_rcnn/false_positive": 0.10582041039651169, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9729594476521015, "total_loss": 0.7205911128548905}
{"data_time": 0.022308281622827053, "eta_seconds": 67797.11756692268, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.29456211118036524, "fast_rcnn/fg_cls_accuracy": 0.6670209707680204, "iteration": 201699, "loss_box_reg": 0.21766527835279703, "loss_cls": 0.17014593537896872, "loss_mask": 0.2381881084293127, "loss_rpn_cls": 0.0322504771174863, "loss_rpn_loc": 0.07523513049818575, "lr": 0.0001, "mask_rcnn/accuracy": 0.893729769470651, "mask_rcnn/false_negative": 0.09504570100989601, "mask_rcnn/false_positive": 0.11927025343297877, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9975954247638583, "total_loss": 0.7187656448222697}
{"data_time": 0.020301956683397293, "eta_seconds": 67792.08651367575, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2849119611414693, "fast_rcnn/fg_cls_accuracy": 0.6693134570530372, "iteration": 201719, "loss_box_reg": 0.22205264680087566, "loss_cls": 0.17075442429631948, "loss_mask": 0.2334349937736988, "loss_rpn_cls": 0.03219048149185255, "loss_rpn_loc": 0.08123714895918965, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037889533406724, "mask_rcnn/false_negative": 0.088177036646997, "mask_rcnn/false_positive": 0.1124123241809042, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0048644645139575, "total_loss": 0.7456393104221206}
{"data_time": 0.014650092460215092, "eta_seconds": 67786.24119215645, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2600204364163755, "fast_rcnn/fg_cls_accuracy": 0.7149034458679129, "iteration": 201739, "loss_box_reg": 0.21098474971950054, "loss_cls": 0.16571254655718803, "loss_mask": 0.2305737603455782, "loss_rpn_cls": 0.029715927317738533, "loss_rpn_loc": 0.07214860175736248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996590410015155, "mask_rcnn/false_negative": 0.08633566780965721, "mask_rcnn/false_positive": 0.11583211493552523, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9802821455523372, "total_loss": 0.7085803338559344}
{"data_time": 0.0203623385168612, "eta_seconds": 67779.58262823522, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2880989641553022, "fast_rcnn/fg_cls_accuracy": 0.6985751719620046, "iteration": 201759, "loss_box_reg": 0.2196933808736503, "loss_cls": 0.18238022411242127, "loss_mask": 0.23654226399958134, "loss_rpn_cls": 0.026664226781576872, "loss_rpn_loc": 0.06741517060436308, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030917703460122, "mask_rcnn/false_negative": 0.09167079998203329, "mask_rcnn/false_positive": 0.098043417820138, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.989707590546459, "total_loss": 0.7239974503754638}
{"data_time": 0.023848263081163168, "eta_seconds": 67717.70659466274, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.31686461578400826, "fast_rcnn/fg_cls_accuracy": 0.6446241982205669, "iteration": 201779, "loss_box_reg": 0.2118970174342394, "loss_cls": 0.17831441294401884, "loss_mask": 0.23362999968230724, "loss_rpn_cls": 0.03645477828104049, "loss_rpn_loc": 0.08612600655760616, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009715431311414, "mask_rcnn/false_negative": 0.09204355880988643, "mask_rcnn/false_positive": 0.10806506934002363, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9922807258553803, "total_loss": 0.7421570019796491}
{"data_time": 0.020967298187315464, "eta_seconds": 67695.5612343736, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.30696603839138364, "fast_rcnn/fg_cls_accuracy": 0.6521074047257264, "iteration": 201799, "loss_box_reg": 0.2070402391254902, "loss_cls": 0.17360242549329996, "loss_mask": 0.23222391679883003, "loss_rpn_cls": 0.03099373384611681, "loss_rpn_loc": 0.06624781247228384, "lr": 0.0001, "mask_rcnn/accuracy": 0.8901787786975403, "mask_rcnn/false_negative": 0.08963934647087402, "mask_rcnn/false_positive": 0.11452863326376074, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9943558382801712, "total_loss": 0.716706867213361}
{"data_time": 0.01258647395297885, "eta_seconds": 67599.06781509519, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2785157073582121, "fast_rcnn/fg_cls_accuracy": 0.6556097069527875, "iteration": 201819, "loss_box_reg": 0.2183260153979063, "loss_cls": 0.17375667300075293, "loss_mask": 0.2372058741748333, "loss_rpn_cls": 0.03189833415672183, "loss_rpn_loc": 0.07002719951560721, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923350879242913, "mask_rcnn/false_negative": 0.09820044525654643, "mask_rcnn/false_positive": 0.10706914687083319, "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": 0.9878896865993738, "total_loss": 0.7278004600084387}
{"data_time": 0.014359703287482262, "eta_seconds": 67588.81726294756, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2596288515406162, "fast_rcnn/fg_cls_accuracy": 0.7015752903102989, "iteration": 201839, "loss_box_reg": 0.2039079386740923, "loss_cls": 0.1641629273071885, "loss_mask": 0.24445423483848572, "loss_rpn_cls": 0.031603059149347246, "loss_rpn_loc": 0.07437367376405746, "lr": 0.0001, "mask_rcnn/accuracy": 0.8902942372710099, "mask_rcnn/false_negative": 0.10249110075775246, "mask_rcnn/false_positive": 0.11172678115356291, "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": 0.9859127062372863, "total_loss": 0.7041271637426689}
{"data_time": 0.016293081920593977, "eta_seconds": 67546.24592022039, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30507792492866026, "fast_rcnn/fg_cls_accuracy": 0.6591037522603979, "iteration": 201859, "loss_box_reg": 0.21781508345156908, "loss_cls": 0.17744666058570147, "loss_mask": 0.23159495741128922, "loss_rpn_cls": 0.032347003085305914, "loss_rpn_loc": 0.07841569284209982, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079017345179545, "mask_rcnn/false_negative": 0.08036614898890736, "mask_rcnn/false_positive": 0.11178804786696257, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9849299555644393, "total_loss": 0.7430433513654862}
{"data_time": 0.017505332827568054, "eta_seconds": 67502.12031332776, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3019393414419942, "fast_rcnn/fg_cls_accuracy": 0.6716592838685862, "iteration": 201879, "loss_box_reg": 0.2194320261478424, "loss_cls": 0.1689011538401246, "loss_mask": 0.23017679154872894, "loss_rpn_cls": 0.03113262786064297, "loss_rpn_loc": 0.06971877464093268, "lr": 0.0001, "mask_rcnn/accuracy": 0.899697941470512, "mask_rcnn/false_negative": 0.08323236406474643, "mask_rcnn/false_positive": 0.11591209100901204, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9912667870521545, "total_loss": 0.7436089628026821}
{"data_time": 0.02476278366521001, "eta_seconds": 67514.29494973272, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.3117422327097028, "fast_rcnn/fg_cls_accuracy": 0.6454980240943322, "iteration": 201899, "loss_box_reg": 0.20834118593484163, "loss_cls": 0.16818214231170714, "loss_mask": 0.2360328957438469, "loss_rpn_cls": 0.029754166258499026, "loss_rpn_loc": 0.06945530278608203, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053112462618491, "mask_rcnn/false_negative": 0.0962018582056538, "mask_rcnn/false_positive": 0.10599927306139496, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.010362423490733, "total_loss": 0.7059840149595402}
{"data_time": 0.014031970407813787, "eta_seconds": 67548.69500592351, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2527037583543095, "fast_rcnn/fg_cls_accuracy": 0.7272973227309085, "iteration": 201919, "loss_box_reg": 0.20333264861255884, "loss_cls": 0.1606682138517499, "loss_mask": 0.23206815030425787, "loss_rpn_cls": 0.030774047831073403, "loss_rpn_loc": 0.07303598197177052, "lr": 0.0001, "mask_rcnn/accuracy": 0.909788829047804, "mask_rcnn/false_negative": 0.08651999416947917, "mask_rcnn/false_positive": 0.09605549780885422, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0018970277160406, "total_loss": 0.7273370726034045}
{"data_time": 0.014545413199812174, "eta_seconds": 67556.59673917107, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.30248749670966046, "fast_rcnn/fg_cls_accuracy": 0.6461556976824152, "iteration": 201939, "loss_box_reg": 0.21481791883707047, "loss_cls": 0.17507765162736177, "loss_mask": 0.23698891885578632, "loss_rpn_cls": 0.033806180057581514, "loss_rpn_loc": 0.0671018494758755, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053537836468286, "mask_rcnn/false_negative": 0.09009848014643351, "mask_rcnn/false_positive": 0.10934282734426813, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9620558605529368, "total_loss": 0.7442486477084458}
{"data_time": 0.01965681929141283, "eta_seconds": 67567.76810305193, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.29294579784775865, "fast_rcnn/fg_cls_accuracy": 0.6850494132763931, "iteration": 201959, "loss_box_reg": 0.20278400182724, "loss_cls": 0.15886851958930492, "loss_mask": 0.2343517690896988, "loss_rpn_cls": 0.026002465980127454, "loss_rpn_loc": 0.05827818682882935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953521326965558, "mask_rcnn/false_negative": 0.10196851652657982, "mask_rcnn/false_positive": 0.10544414941604557, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0435638688504696, "total_loss": 0.6582347345538437}
{"data_time": 0.014335658866912127, "eta_seconds": 67522.53559252247, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2946708463949843, "fast_rcnn/fg_cls_accuracy": 0.6706827309236947, "iteration": 201979, "loss_box_reg": 0.21819824539124966, "loss_cls": 0.18140263110399246, "loss_mask": 0.24022757820785046, "loss_rpn_cls": 0.030136299435980618, "loss_rpn_loc": 0.07481782487593591, "lr": 0.0001, "mask_rcnn/accuracy": 0.8883747904054231, "mask_rcnn/false_negative": 0.10108415222290015, "mask_rcnn/false_positive": 0.10668612539024162, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9735505706630647, "total_loss": 0.7582148397923447}
{"data_time": 0.02727981610223651, "eta_seconds": 67499.32642094791, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2997377482383088, "fast_rcnn/fg_cls_accuracy": 0.667965152270085, "iteration": 201999, "loss_box_reg": 0.20604023709893227, "loss_cls": 0.16319304332137108, "loss_mask": 0.22798706777393818, "loss_rpn_cls": 0.030028875276912004, "loss_rpn_loc": 0.061892639845609665, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971051624112849, "mask_rcnn/false_negative": 0.08278276470869825, "mask_rcnn/false_positive": 0.11162592460481116, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9965798766352236, "total_loss": 0.6851485138759017}
{"data_time": 0.014302865136414766, "eta_seconds": 67508.18453329615, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3019818680160236, "fast_rcnn/fg_cls_accuracy": 0.6409474206349206, "iteration": 202019, "loss_box_reg": 0.21856506541371346, "loss_cls": 0.16754627414047718, "loss_mask": 0.24461409263312817, "loss_rpn_cls": 0.03144984063692391, "loss_rpn_loc": 0.08246047992724925, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951125644459668, "mask_rcnn/false_negative": 0.09514309027000864, "mask_rcnn/false_positive": 0.12557743354001993, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0082836719229817, "total_loss": 0.7734439305495471}
{"data_time": 0.01843696553260088, "eta_seconds": 67484.66344403103, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.266785290628707, "fast_rcnn/fg_cls_accuracy": 0.704159794759025, "iteration": 202039, "loss_box_reg": 0.21013013180345297, "loss_cls": 0.15813232585787773, "loss_mask": 0.2237064614892006, "loss_rpn_cls": 0.0325517087476328, "loss_rpn_loc": 0.0740548720350489, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072209503067282, "mask_rcnn/false_negative": 0.08486189487930516, "mask_rcnn/false_positive": 0.0890143610374421, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.002374900970608, "total_loss": 0.7262788503430784}
{"data_time": 0.021425618324428797, "eta_seconds": 67443.12067268416, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2802750754780275, "fast_rcnn/fg_cls_accuracy": 0.7037349014621742, "iteration": 202059, "loss_box_reg": 0.20937719475477934, "loss_cls": 0.16738251224160194, "loss_mask": 0.2281614961102605, "loss_rpn_cls": 0.031671040575020015, "loss_rpn_loc": 0.057971100555732846, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026595794017819, "mask_rcnn/false_negative": 0.08167268815282236, "mask_rcnn/false_positive": 0.10848460522221054, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9804893131367862, "total_loss": 0.6957196822040714}
{"data_time": 0.014819782227277756, "eta_seconds": 67419.91544868797, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.31707249122416004, "fast_rcnn/fg_cls_accuracy": 0.658922808921381, "iteration": 202079, "loss_box_reg": 0.21063261106610298, "loss_cls": 0.17130544316023588, "loss_mask": 0.23673454485833645, "loss_rpn_cls": 0.030828287708573043, "loss_rpn_loc": 0.0757906444487162, "lr": 0.0001, "mask_rcnn/accuracy": 0.8878822286124419, "mask_rcnn/false_negative": 0.09683916963085751, "mask_rcnn/false_positive": 0.13005037118192442, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9975816290825605, "total_loss": 0.7267908658832312}
{"data_time": 0.018251571338623762, "eta_seconds": 67414.76380783133, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2804226877263732, "fast_rcnn/fg_cls_accuracy": 0.6905317341582777, "iteration": 202099, "loss_box_reg": 0.20742974150925875, "loss_cls": 0.16356563288718462, "loss_mask": 0.23038253746926785, "loss_rpn_cls": 0.03351912752259523, "loss_rpn_loc": 0.07289375620894134, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956969342724896, "mask_rcnn/false_negative": 0.08061790088344736, "mask_rcnn/false_positive": 0.12334712521614, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0003321408294141, "total_loss": 0.7090666524600238}
{"data_time": 0.014247022569179535, "eta_seconds": 67436.78131664172, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.30998731307585115, "fast_rcnn/fg_cls_accuracy": 0.6749460680217076, "iteration": 202119, "loss_box_reg": 0.2165499934926629, "loss_cls": 0.1665774965658784, "loss_mask": 0.232753561809659, "loss_rpn_cls": 0.02994419849710539, "loss_rpn_loc": 0.07678432390093803, "lr": 0.0001, "mask_rcnn/accuracy": 0.9106286208278276, "mask_rcnn/false_negative": 0.07468941475353276, "mask_rcnn/false_positive": 0.11256420513028242, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.9970399057492614, "total_loss": 0.7456749808625318}
{"data_time": 0.021446964237838984, "eta_seconds": 67437.54042821936, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3109542356377799, "fast_rcnn/fg_cls_accuracy": 0.6452418715305314, "iteration": 202139, "loss_box_reg": 0.21799615025520325, "loss_cls": 0.1663826135918498, "loss_mask": 0.23522099293768406, "loss_rpn_cls": 0.03190149395959452, "loss_rpn_loc": 0.07054674928076565, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044788589217516, "mask_rcnn/false_negative": 0.08211313050276106, "mask_rcnn/false_positive": 0.10972934483032476, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0107471952214837, "total_loss": 0.6991356638027355}
{"data_time": 0.025315205566585064, "eta_seconds": 67422.48084008694, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27417204453584854, "fast_rcnn/fg_cls_accuracy": 0.6999910873440285, "iteration": 202159, "loss_box_reg": 0.211541592143476, "loss_cls": 0.1580330366268754, "loss_mask": 0.23513937555253506, "loss_rpn_cls": 0.027564169722609222, "loss_rpn_loc": 0.0648114513605833, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998052919454057, "mask_rcnn/false_negative": 0.09800952054477749, "mask_rcnn/false_positive": 0.11171492805252314, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9997104448266327, "total_loss": 0.7207412969437428}
{"data_time": 0.014828158542513847, "eta_seconds": 67445.85620720871, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2597904894819253, "fast_rcnn/fg_cls_accuracy": 0.7261363636363636, "iteration": 202179, "loss_box_reg": 0.19610125944018364, "loss_cls": 0.15055261086672544, "loss_mask": 0.2321434896439314, "loss_rpn_cls": 0.03143977071158588, "loss_rpn_loc": 0.0630581924924627, "lr": 0.0001, "mask_rcnn/accuracy": 0.8966333243823845, "mask_rcnn/false_negative": 0.09967994157412378, "mask_rcnn/false_positive": 0.09548234155952692, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0056351954117417, "total_loss": 0.6574755705660209}
{"data_time": 0.014254910871386528, "eta_seconds": 67382.72701883689, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3332437688725114, "fast_rcnn/fg_cls_accuracy": 0.6231299672744273, "iteration": 202199, "loss_box_reg": 0.20687331072986126, "loss_cls": 0.17489824071526527, "loss_mask": 0.2281579226255417, "loss_rpn_cls": 0.03182213008403778, "loss_rpn_loc": 0.0673266714438796, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970967697423797, "mask_rcnn/false_negative": 0.0982298295543194, "mask_rcnn/false_positive": 0.11431859793133817, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9581120731309056, "total_loss": 0.6878659348003566}
{"data_time": 0.022204912267625332, "eta_seconds": 67362.85010821186, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2755332143192709, "fast_rcnn/fg_cls_accuracy": 0.6991424922459406, "iteration": 202219, "loss_box_reg": 0.19849525019526482, "loss_cls": 0.16471609519794583, "loss_mask": 0.23343837074935436, "loss_rpn_cls": 0.03751063969684765, "loss_rpn_loc": 0.06602960324380547, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938036267517684, "mask_rcnn/false_negative": 0.08297367449905449, "mask_rcnn/false_positive": 0.1154083384132725, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9731272328644991, "total_loss": 0.6716482631745748}
{"data_time": 0.01931423181667924, "eta_seconds": 67317.56484996527, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30019173274405303, "fast_rcnn/fg_cls_accuracy": 0.6753829641916285, "iteration": 202239, "loss_box_reg": 0.19593720696866512, "loss_cls": 0.14690029062330723, "loss_mask": 0.2230665273964405, "loss_rpn_cls": 0.028364116442389786, "loss_rpn_loc": 0.0736726321047172, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020760795296467, "mask_rcnn/false_negative": 0.0959431617540564, "mask_rcnn/false_positive": 0.10479120521166435, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9773507853969932, "total_loss": 0.705953418975696}
{"data_time": 0.015336350537836552, "eta_seconds": 67308.66959167644, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.29328165374677, "fast_rcnn/fg_cls_accuracy": 0.6631326949384405, "iteration": 202259, "loss_box_reg": 0.19611981231719255, "loss_cls": 0.16003442648798227, "loss_mask": 0.2235326301306486, "loss_rpn_cls": 0.03518503229133785, "loss_rpn_loc": 0.06594289850909263, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958260991461408, "mask_rcnn/false_negative": 0.08817743190693797, "mask_rcnn/false_positive": 0.1173187599327167, "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": 1.0000877981074154, "total_loss": 0.6838367864256725}
{"data_time": 0.018069110345095396, "eta_seconds": 67277.8260277398, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25701712081022426, "fast_rcnn/fg_cls_accuracy": 0.7326802507836991, "iteration": 202279, "loss_box_reg": 0.1996291596442461, "loss_cls": 0.17001331504434347, "loss_mask": 0.24365582130849361, "loss_rpn_cls": 0.035223637300077826, "loss_rpn_loc": 0.07282940670847893, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941354187519096, "mask_rcnn/false_negative": 0.0865003152873583, "mask_rcnn/false_positive": 0.10768779428665073, "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": 0.9758722372353077, "total_loss": 0.7440641925204545}
{"data_time": 0.014582536648958921, "eta_seconds": 67244.70626227558, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.26400987224157957, "fast_rcnn/fg_cls_accuracy": 0.7113736749116608, "iteration": 202299, "loss_box_reg": 0.2226331140846014, "loss_cls": 0.172011679969728, "loss_mask": 0.23701677285134792, "loss_rpn_cls": 0.03475466801319271, "loss_rpn_loc": 0.07866309210658073, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937003892326868, "mask_rcnn/false_negative": 0.0928714885035295, "mask_rcnn/false_positive": 0.1148289750195545, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9956589322537184, "total_loss": 0.7603117919061333}
{"data_time": 0.017327343579381704, "eta_seconds": 67262.59426496923, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2818761955533256, "fast_rcnn/fg_cls_accuracy": 0.6943233237350884, "iteration": 202319, "loss_box_reg": 0.2028107102960348, "loss_cls": 0.17259239219129086, "loss_mask": 0.2218112125992775, "loss_rpn_cls": 0.02815123926848173, "loss_rpn_loc": 0.06802211445756257, "lr": 0.0001, "mask_rcnn/accuracy": 0.9108774793884946, "mask_rcnn/false_negative": 0.08215631367224784, "mask_rcnn/false_positive": 0.11328060505347357, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0004009027034044, "total_loss": 0.6947580834385008}
{"data_time": 0.016042242292314768, "eta_seconds": 67242.71761181764, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.28078336238164775, "fast_rcnn/fg_cls_accuracy": 0.7017876489707475, "iteration": 202339, "loss_box_reg": 0.18060850631445646, "loss_cls": 0.16326342150568962, "loss_mask": 0.2120120208710432, "loss_rpn_cls": 0.028661408461630344, "loss_rpn_loc": 0.053661326761357486, "lr": 0.0001, "mask_rcnn/accuracy": 0.9185132006348553, "mask_rcnn/false_negative": 0.07684584735794453, "mask_rcnn/false_positive": 0.09042397494271806, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9865588396787643, "total_loss": 0.656118499697186}
{"data_time": 0.016881994903087616, "eta_seconds": 67209.30633570999, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29578116734262033, "fast_rcnn/fg_cls_accuracy": 0.6625909183604106, "iteration": 202359, "loss_box_reg": 0.20589364226907492, "loss_cls": 0.17108268616721034, "loss_mask": 0.2412200178951025, "loss_rpn_cls": 0.02824487572070211, "loss_rpn_loc": 0.0640707288403064, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932370448084551, "mask_rcnn/false_negative": 0.0898157212578097, "mask_rcnn/false_positive": 0.12137306719319504, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0105353924445808, "total_loss": 0.7354409444378689}
{"data_time": 0.01582804648205638, "eta_seconds": 67189.4336845167, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3201880662458068, "fast_rcnn/fg_cls_accuracy": 0.6728915185292796, "iteration": 202379, "loss_box_reg": 0.21333512477576733, "loss_cls": 0.17477250844240189, "loss_mask": 0.23254920542240143, "loss_rpn_cls": 0.034450121922418475, "loss_rpn_loc": 0.080976027820725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8862335449446954, "mask_rcnn/false_negative": 0.09406802889830695, "mask_rcnn/false_positive": 0.11736419270543003, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9985550260171294, "total_loss": 0.7636013160808943}
{"data_time": 0.016403552144765854, "eta_seconds": 67145.37877887487, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2972633744855967, "fast_rcnn/fg_cls_accuracy": 0.6602662391971006, "iteration": 202399, "loss_box_reg": 0.21786724589765072, "loss_cls": 0.17376246955245733, "loss_mask": 0.23175211623311043, "loss_rpn_cls": 0.03654920682311058, "loss_rpn_loc": 0.0826142078731209, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004177954367587, "mask_rcnn/false_negative": 0.08817645610192756, "mask_rcnn/false_positive": 0.11582806470001494, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9877717411145568, "total_loss": 0.7516719115665182}
{"data_time": 0.016277413815259933, "eta_seconds": 67139.90775872022, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2760539665879472, "fast_rcnn/fg_cls_accuracy": 0.7124059739351001, "iteration": 202419, "loss_box_reg": 0.20122345350682735, "loss_cls": 0.16479866206645966, "loss_mask": 0.2297911737114191, "loss_rpn_cls": 0.03126487019471824, "loss_rpn_loc": 0.058215849101543427, "lr": 0.0001, "mask_rcnn/accuracy": 0.907802789689616, "mask_rcnn/false_negative": 0.08377455171244007, "mask_rcnn/false_positive": 0.09750132913843387, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9967866819351912, "total_loss": 0.6981256857980043}
{"data_time": 0.015275264624506235, "eta_seconds": 67147.7571294643, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2942685050115289, "fast_rcnn/fg_cls_accuracy": 0.6796968994158319, "iteration": 202439, "loss_box_reg": 0.203620333224535, "loss_cls": 0.15755121316760778, "loss_mask": 0.22713657841086388, "loss_rpn_cls": 0.032737002708017826, "loss_rpn_loc": 0.05654053995385766, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964910285222076, "mask_rcnn/false_negative": 0.10078251600067425, "mask_rcnn/false_positive": 0.09736666386758913, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0222747502848506, "total_loss": 0.6768659548833966}
{"data_time": 0.017766721080988646, "eta_seconds": 67144.26152369007, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2903593117408907, "fast_rcnn/fg_cls_accuracy": 0.6960222215976691, "iteration": 202459, "loss_box_reg": 0.2076596673578024, "loss_cls": 0.1697089560329914, "loss_mask": 0.23486910946667194, "loss_rpn_cls": 0.032612395589239895, "loss_rpn_loc": 0.07463074079714715, "lr": 0.0001, "mask_rcnn/accuracy": 0.8993885640904433, "mask_rcnn/false_negative": 0.08824033889834404, "mask_rcnn/false_positive": 0.1150274569728883, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.00580248888582, "total_loss": 0.7073164159664884}
{"data_time": 0.017831217497587204, "eta_seconds": 67103.58103975654, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23983471074380164, "fast_rcnn/fg_cls_accuracy": 0.7404545454545455, "iteration": 202479, "loss_box_reg": 0.20274722389876842, "loss_cls": 0.1577967181801796, "loss_mask": 0.23089135065674782, "loss_rpn_cls": 0.028191422403324395, "loss_rpn_loc": 0.05971361615229398, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048983905156265, "mask_rcnn/false_negative": 0.08102416127080156, "mask_rcnn/false_positive": 0.10517531846069902, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9950966974720359, "total_loss": 0.6854742805589922}
{"data_time": 0.016005400102585554, "eta_seconds": 67112.2164465487, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2872939509211606, "fast_rcnn/fg_cls_accuracy": 0.6689674704644765, "iteration": 202499, "loss_box_reg": 0.202037138864398, "loss_cls": 0.16962115466594696, "loss_mask": 0.23677444085478783, "loss_rpn_cls": 0.03466817655134946, "loss_rpn_loc": 0.0654777679592371, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026825432398866, "mask_rcnn/false_negative": 0.07971216786442728, "mask_rcnn/false_positive": 0.10275310847767627, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 1.0100715500302613, "total_loss": 0.7394808199023828}
{"data_time": 0.020465989131480455, "eta_seconds": 67118.77497125417, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.29671292402579197, "fast_rcnn/fg_cls_accuracy": 0.6796587267422395, "iteration": 202519, "loss_box_reg": 0.23289381060749292, "loss_cls": 0.18047747295349836, "loss_mask": 0.23458954878151417, "loss_rpn_cls": 0.03615980804897845, "loss_rpn_loc": 0.0732971839606762, "lr": 0.0001, "mask_rcnn/accuracy": 0.9143499917103171, "mask_rcnn/false_negative": 0.08353571593056185, "mask_rcnn/false_positive": 0.11526472009656036, "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": 1.0112370564602315, "total_loss": 0.7872912773163989}
{"data_time": 0.015800584573298693, "eta_seconds": 67118.47328829579, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.29358937267949275, "fast_rcnn/fg_cls_accuracy": 0.6820048573543054, "iteration": 202539, "loss_box_reg": 0.20073084346950054, "loss_cls": 0.1682203644886613, "loss_mask": 0.23366624303162098, "loss_rpn_cls": 0.03495939925778657, "loss_rpn_loc": 0.07739981566555798, "lr": 0.0001, "mask_rcnn/accuracy": 0.8964410590309929, "mask_rcnn/false_negative": 0.0944880748626537, "mask_rcnn/false_positive": 0.10520101316749375, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0005276394076645, "total_loss": 0.6924032504903153}
{"data_time": 0.015874966979026794, "eta_seconds": 67188.84336255491, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24332925336597305, "fast_rcnn/fg_cls_accuracy": 0.706054794520548, "iteration": 202559, "loss_box_reg": 0.2052343850955367, "loss_cls": 0.1677741091698408, "loss_mask": 0.2237621173262596, "loss_rpn_cls": 0.0337950699031353, "loss_rpn_loc": 0.07452645851299167, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027152658909463, "mask_rcnn/false_negative": 0.07806957040145886, "mask_rcnn/false_positive": 0.11139746675420575, "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": 1.0190976955927908, "total_loss": 0.7222968348069116}
{"data_time": 0.012940650340169668, "eta_seconds": 67191.25555666164, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.22481920971672859, "fast_rcnn/fg_cls_accuracy": 0.7259693908414494, "iteration": 202579, "loss_box_reg": 0.20354058593511581, "loss_cls": 0.17658855393528938, "loss_mask": 0.23362684808671474, "loss_rpn_cls": 0.02834386075846851, "loss_rpn_loc": 0.06782922800630331, "lr": 0.0001, "mask_rcnn/accuracy": 0.9065508266279, "mask_rcnn/false_negative": 0.09844967007189517, "mask_rcnn/false_positive": 0.09324351561736866, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.0367612028494477, "total_loss": 0.6946343294112012}
{"data_time": 0.02240227023139596, "eta_seconds": 67170.92387489974, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3057937822824286, "fast_rcnn/fg_cls_accuracy": 0.6792541913873893, "iteration": 202599, "loss_box_reg": 0.21860379539430141, "loss_cls": 0.1788707608357072, "loss_mask": 0.23666040413081646, "loss_rpn_cls": 0.0353819471783936, "loss_rpn_loc": 0.07348537945654243, "lr": 0.0001, "mask_rcnn/accuracy": 0.9103604423721909, "mask_rcnn/false_negative": 0.07478810546802236, "mask_rcnn/false_positive": 0.1111011699937561, "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": 1.0143080935813487, "total_loss": 0.7543480629101396}
{"data_time": 0.015361873898655176, "eta_seconds": 67129.0668115206, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.30627705627705626, "fast_rcnn/fg_cls_accuracy": 0.6504292371842041, "iteration": 202619, "loss_box_reg": 0.1987471953034401, "loss_cls": 0.16118850512430072, "loss_mask": 0.21924098022282124, "loss_rpn_cls": 0.029544505174271762, "loss_rpn_loc": 0.05670227948576212, "lr": 0.0001, "mask_rcnn/accuracy": 0.9144014241843235, "mask_rcnn/false_negative": 0.08148638848859166, "mask_rcnn/false_positive": 0.0992688209024523, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9890239066444337, "total_loss": 0.680216193664819}
{"data_time": 0.015914322808384895, "eta_seconds": 67136.63736969233, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26189538068970697, "fast_rcnn/fg_cls_accuracy": 0.7213169349694173, "iteration": 202639, "loss_box_reg": 0.2097275462001562, "loss_cls": 0.17171181458979845, "loss_mask": 0.2333991313353181, "loss_rpn_cls": 0.03986841847654432, "loss_rpn_loc": 0.0708183313254267, "lr": 0.0001, "mask_rcnn/accuracy": 0.8917501632319331, "mask_rcnn/false_negative": 0.09498103496353902, "mask_rcnn/false_positive": 0.10937027044778387, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0217012902721763, "total_loss": 0.7538540766399819}
{"data_time": 0.016829635947942734, "eta_seconds": 67138.14882772975, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31832280934972856, "fast_rcnn/fg_cls_accuracy": 0.6475596098501126, "iteration": 202659, "loss_box_reg": 0.21816961467266083, "loss_cls": 0.18862390704452991, "loss_mask": 0.24118284694850445, "loss_rpn_cls": 0.034267382754478604, "loss_rpn_loc": 0.07021998520940542, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013915311887466, "mask_rcnn/false_negative": 0.08171377056589496, "mask_rcnn/false_positive": 0.11471698617485279, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0042788228020072, "total_loss": 0.7326943738153204}
{"data_time": 0.01628059009090066, "eta_seconds": 67156.56472977251, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.227227038572685, "fast_rcnn/fg_cls_accuracy": 0.7212454212454212, "iteration": 202679, "loss_box_reg": 0.21927713276818395, "loss_cls": 0.1661077793687582, "loss_mask": 0.23426179960370064, "loss_rpn_cls": 0.029860189300961792, "loss_rpn_loc": 0.07328165019862354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061204605214755, "mask_rcnn/false_negative": 0.08539961641249037, "mask_rcnn/false_positive": 0.09320856363698483, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 234.125, "rpn/num_pos_anchors": 21.875, "time": 0.9962564646266401, "total_loss": 0.7076835253974423}
{"data_time": 0.014990314841270447, "eta_seconds": 67152.15323138982, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2634317722316132, "fast_rcnn/fg_cls_accuracy": 0.7045024064586245, "iteration": 202699, "loss_box_reg": 0.20766953099519014, "loss_cls": 0.16777619160711765, "loss_mask": 0.2305399812757969, "loss_rpn_cls": 0.029034867126028985, "loss_rpn_loc": 0.063470195280388, "lr": 0.0001, "mask_rcnn/accuracy": 0.9048130498533724, "mask_rcnn/false_negative": 0.08957864197184404, "mask_rcnn/false_positive": 0.1030138577536717, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.013653641100973, "total_loss": 0.7308110080193728}
{"data_time": 0.01659810123965144, "eta_seconds": 67179.33773282915, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3057689396806176, "fast_rcnn/fg_cls_accuracy": 0.632266420793818, "iteration": 202719, "loss_box_reg": 0.20789697766304016, "loss_cls": 0.1607046891003847, "loss_mask": 0.22746190428733826, "loss_rpn_cls": 0.027911042096093297, "loss_rpn_loc": 0.08521902514621615, "lr": 0.0001, "mask_rcnn/accuracy": 0.9081997806078768, "mask_rcnn/false_negative": 0.08394132088773731, "mask_rcnn/false_positive": 0.11476254862619772, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0364270340651274, "total_loss": 0.6870628475444391}
{"data_time": 0.014237223658710718, "eta_seconds": 67123.53683036752, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2986690789237989, "fast_rcnn/fg_cls_accuracy": 0.6458060101499686, "iteration": 202739, "loss_box_reg": 0.2247986253350973, "loss_cls": 0.1774025671184063, "loss_mask": 0.24257454834878445, "loss_rpn_cls": 0.03380670468322933, "loss_rpn_loc": 0.08715349901467562, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965346794259481, "mask_rcnn/false_negative": 0.08379766788192555, "mask_rcnn/false_positive": 0.11689692554312114, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9717984790913761, "total_loss": 0.7480224037426524}
{"data_time": 0.01728994632139802, "eta_seconds": 67103.57740817592, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21728110599078343, "fast_rcnn/fg_cls_accuracy": 0.7380210497161057, "iteration": 202759, "loss_box_reg": 0.19392701797187328, "loss_cls": 0.15400368254631758, "loss_mask": 0.2153041549026966, "loss_rpn_cls": 0.03520840918645263, "loss_rpn_loc": 0.07762892148457468, "lr": 0.0001, "mask_rcnn/accuracy": 0.9115676329638247, "mask_rcnn/false_negative": 0.07340925653656534, "mask_rcnn/false_positive": 0.0915565057776153, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9965184819884598, "total_loss": 0.685813792864792}
{"data_time": 0.015995386056602, "eta_seconds": 67146.50179663673, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2598645894001165, "fast_rcnn/fg_cls_accuracy": 0.7194719471947195, "iteration": 202779, "loss_box_reg": 0.21599251218140125, "loss_cls": 0.1667463257908821, "loss_mask": 0.22708088625222445, "loss_rpn_cls": 0.032552534772548825, "loss_rpn_loc": 0.07351515826303512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8967038506725828, "mask_rcnn/false_negative": 0.07642270811485573, "mask_rcnn/false_positive": 0.1069475433484663, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.006644212640822, "total_loss": 0.7329665662255138}
{"data_time": 0.01852055499330163, "eta_seconds": 67131.34329468012, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.3008767696267696, "fast_rcnn/fg_cls_accuracy": 0.6684111518425622, "iteration": 202799, "loss_box_reg": 0.1900418372824788, "loss_cls": 0.15897737629711628, "loss_mask": 0.23348927684128284, "loss_rpn_cls": 0.03249195049284026, "loss_rpn_loc": 0.05715133692137897, "lr": 0.0001, "mask_rcnn/accuracy": 0.9117214626783579, "mask_rcnn/false_negative": 0.07688410861285931, "mask_rcnn/false_positive": 0.10633958084196787, "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": 0.9995972248725593, "total_loss": 0.6692822718759999}
{"data_time": 0.020259746816009283, "eta_seconds": 67111.36372822337, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2904447348044909, "fast_rcnn/fg_cls_accuracy": 0.674507366331883, "iteration": 202819, "loss_box_reg": 0.2154270876199007, "loss_cls": 0.17865669168531895, "loss_mask": 0.22412551380693913, "loss_rpn_cls": 0.033081414992921054, "loss_rpn_loc": 0.06301792152225971, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044059068087356, "mask_rcnn/false_negative": 0.07202575739228784, "mask_rcnn/false_positive": 0.11596162728229018, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.969327534083277, "total_loss": 0.7148995117750019}
{"data_time": 0.01495457999408245, "eta_seconds": 67100.47276938334, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2596127367856573, "fast_rcnn/fg_cls_accuracy": 0.7111851802961301, "iteration": 202839, "loss_box_reg": 0.20988419419154525, "loss_cls": 0.1619130466133356, "loss_mask": 0.22766299545764923, "loss_rpn_cls": 0.03488347202073783, "loss_rpn_loc": 0.07552579999901354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9092054569395731, "mask_rcnn/false_negative": 0.07942550767196702, "mask_rcnn/false_positive": 0.09650510744102672, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9964927909895778, "total_loss": 0.70168792916229}
{"data_time": 0.015233746264129877, "eta_seconds": 67124.10569155589, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.27596167909902003, "fast_rcnn/fg_cls_accuracy": 0.666025641025641, "iteration": 202859, "loss_box_reg": 0.2047904385253787, "loss_cls": 0.17028188705444336, "loss_mask": 0.23261555470526218, "loss_rpn_cls": 0.03041922766715288, "loss_rpn_loc": 0.06691718986257911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952174131215485, "mask_rcnn/false_negative": 0.08960457870869187, "mask_rcnn/false_positive": 0.13083240896709702, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0463268379680812, "total_loss": 0.728936791070737}
{"data_time": 0.016896367073059082, "eta_seconds": 67145.14179632068, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.26463536463536463, "fast_rcnn/fg_cls_accuracy": 0.7299100899100899, "iteration": 202879, "loss_box_reg": 0.21773826237767935, "loss_cls": 0.1695739421993494, "loss_mask": 0.23751141130924225, "loss_rpn_cls": 0.029016338288784027, "loss_rpn_loc": 0.08345734851900488, "lr": 0.0001, "mask_rcnn/accuracy": 0.9024525538101384, "mask_rcnn/false_negative": 0.08609108728380033, "mask_rcnn/false_positive": 0.11078403539241276, "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": 1.0030885450541973, "total_loss": 0.776481871609576}
{"data_time": 0.015841757878661156, "eta_seconds": 67114.24177489243, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2567605633802817, "fast_rcnn/fg_cls_accuracy": 0.7116277574120522, "iteration": 202899, "loss_box_reg": 0.23329288233071566, "loss_cls": 0.17869693506509066, "loss_mask": 0.22963174991309643, "loss_rpn_cls": 0.04088947526179254, "loss_rpn_loc": 0.0935067543759942, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056562637691729, "mask_rcnn/false_negative": 0.08961062019298513, "mask_rcnn/false_positive": 0.10575751847404494, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0142532335594296, "total_loss": 0.794906614930369}
{"data_time": 0.01855946099385619, "eta_seconds": 67064.11989558488, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29037185682693095, "fast_rcnn/fg_cls_accuracy": 0.6859456355885545, "iteration": 202919, "loss_box_reg": 0.19442263897508383, "loss_cls": 0.1639121798798442, "loss_mask": 0.22596527822315693, "loss_rpn_cls": 0.02857004140969366, "loss_rpn_loc": 0.058159259613603354, "lr": 0.0001, "mask_rcnn/accuracy": 0.904570913923564, "mask_rcnn/false_negative": 0.09215687454543364, "mask_rcnn/false_positive": 0.10228828249361796, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9899374456144869, "total_loss": 0.7002881423104554}
{"data_time": 0.016680628061294556, "eta_seconds": 67063.52168388665, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30072298057979174, "fast_rcnn/fg_cls_accuracy": 0.6600674951113354, "iteration": 202939, "loss_box_reg": 0.20909458864480257, "loss_cls": 0.1692824400961399, "loss_mask": 0.23206239566206932, "loss_rpn_cls": 0.031403103086631745, "loss_rpn_loc": 0.0764069037977606, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012031431051364, "mask_rcnn/false_negative": 0.08709817438608025, "mask_rcnn/false_positive": 0.11409090476725667, "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": 0.9952653162181377, "total_loss": 0.7354243490844965}
{"data_time": 0.016167756635695696, "eta_seconds": 67024.12936493754, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29317742973610816, "fast_rcnn/fg_cls_accuracy": 0.6687053619017163, "iteration": 202959, "loss_box_reg": 0.20702147390693426, "loss_cls": 0.16348450630903244, "loss_mask": 0.23613329231739044, "loss_rpn_cls": 0.031770545174367726, "loss_rpn_loc": 0.06896882737055421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984087815914636, "mask_rcnn/false_negative": 0.0847385849424141, "mask_rcnn/false_positive": 0.10447790199313174, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0252692182548344, "total_loss": 0.7142215888015926}
{"data_time": 0.028291533701121807, "eta_seconds": 67004.13409961388, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2587334340850965, "fast_rcnn/fg_cls_accuracy": 0.7022485015971001, "iteration": 202979, "loss_box_reg": 0.19637850113213062, "loss_cls": 0.1575205377303064, "loss_mask": 0.2411568220704794, "loss_rpn_cls": 0.03349902865011245, "loss_rpn_loc": 0.06625913665629923, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018310743433074, "mask_rcnn/false_negative": 0.07968263399680978, "mask_rcnn/false_positive": 0.10930593963077245, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9924583714455366, "total_loss": 0.7045185501920059}
{"data_time": 0.017515400890260935, "eta_seconds": 66984.1388342902, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2958162926937106, "fast_rcnn/fg_cls_accuracy": 0.6465652271201612, "iteration": 202999, "loss_box_reg": 0.24089411459863186, "loss_cls": 0.17734536062926054, "loss_mask": 0.24633042141795158, "loss_rpn_cls": 0.02631468529580161, "loss_rpn_loc": 0.06702328752726316, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986898198310173, "mask_rcnn/false_negative": 0.08689017368687671, "mask_rcnn/false_positive": 0.11028581528342243, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9904189095832407, "total_loss": 0.7814334487193264}
{"data_time": 0.021748815197497606, "eta_seconds": 66964.14356896654, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2665621734587252, "fast_rcnn/fg_cls_accuracy": 0.7191826164839659, "iteration": 203019, "loss_box_reg": 0.19495139084756374, "loss_cls": 0.16350760916247964, "loss_mask": 0.2241814900189638, "loss_rpn_cls": 0.02812788065057248, "loss_rpn_loc": 0.06178213201928884, "lr": 0.0001, "mask_rcnn/accuracy": 0.9145280860198615, "mask_rcnn/false_negative": 0.06453302088623591, "mask_rcnn/false_positive": 0.10227973931417622, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0048061767593026, "total_loss": 0.690121263731271}
{"data_time": 0.016181072685867548, "eta_seconds": 66974.21206030995, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2511909622975364, "fast_rcnn/fg_cls_accuracy": 0.7095458368376787, "iteration": 203039, "loss_box_reg": 0.21861832216382027, "loss_cls": 0.17125709913671017, "loss_mask": 0.2430496122688055, "loss_rpn_cls": 0.03067640890367329, "loss_rpn_loc": 0.06973344017751515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8958762513343227, "mask_rcnn/false_negative": 0.08529154208003364, "mask_rcnn/false_positive": 0.12532462224536978, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.017603071872145, "total_loss": 0.7379859320353717}
{"data_time": 0.015873697586357594, "eta_seconds": 66980.29201491736, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.26951136518306795, "fast_rcnn/fg_cls_accuracy": 0.6804122545026698, "iteration": 203059, "loss_box_reg": 0.21978169865906239, "loss_cls": 0.16935056820511818, "loss_mask": 0.24013842456042767, "loss_rpn_cls": 0.03487535356543958, "loss_rpn_loc": 0.07879657601006329, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049048349325175, "mask_rcnn/false_negative": 0.07957940875159061, "mask_rcnn/false_positive": 0.10682049162518437, "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": 1.001275548711419, "total_loss": 0.7568583039101213}
{"data_time": 0.014341227244585752, "eta_seconds": 66934.20357042924, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.30579682779456197, "fast_rcnn/fg_cls_accuracy": 0.6809934017595307, "iteration": 203079, "loss_box_reg": 0.20356693118810654, "loss_cls": 0.16352862864732742, "loss_mask": 0.2232250226661563, "loss_rpn_cls": 0.03304512600880116, "loss_rpn_loc": 0.07565010502003133, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979028898762748, "mask_rcnn/false_negative": 0.08994401928570209, "mask_rcnn/false_positive": 0.10567372613447512, "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": 0.9900955287739635, "total_loss": 0.713433577795513}
{"data_time": 0.01755263190716505, "eta_seconds": 66955.0388855394, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.331140866024587, "fast_rcnn/fg_cls_accuracy": 0.6455905205905206, "iteration": 203099, "loss_box_reg": 0.19046490546315908, "loss_cls": 0.15740990452468395, "loss_mask": 0.22465895675122738, "loss_rpn_cls": 0.033303902484476566, "loss_rpn_loc": 0.07797597791068256, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059162769356697, "mask_rcnn/false_negative": 0.07925206586591396, "mask_rcnn/false_positive": 0.10773234091066616, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0173923610709608, "total_loss": 0.7179132211022079}
{"data_time": 0.01663592690601945, "eta_seconds": 66942.2609424591, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3087558962264151, "fast_rcnn/fg_cls_accuracy": 0.6841686320754716, "iteration": 203119, "loss_box_reg": 0.2264924757182598, "loss_cls": 0.17760663107037544, "loss_mask": 0.23703602235764265, "loss_rpn_cls": 0.03194223251193762, "loss_rpn_loc": 0.06702369311824441, "lr": 0.0001, "mask_rcnn/accuracy": 0.893673930667014, "mask_rcnn/false_negative": 0.0877018562629057, "mask_rcnn/false_positive": 0.12048682262641343, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.009849710855633, "total_loss": 0.7548370554577559}
{"data_time": 0.01373498560860753, "eta_seconds": 66915.00597738661, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.21342883764267412, "fast_rcnn/fg_cls_accuracy": 0.7530864197530864, "iteration": 203139, "loss_box_reg": 0.19898843672126532, "loss_cls": 0.14924938138574362, "loss_mask": 0.21985409408807755, "loss_rpn_cls": 0.03143715171609074, "loss_rpn_loc": 0.06951643549837172, "lr": 0.0001, "mask_rcnn/accuracy": 0.9041602907161359, "mask_rcnn/false_negative": 0.08362026695267713, "mask_rcnn/false_positive": 0.09962321720105594, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9963371176272631, "total_loss": 0.6986266631865874}
{"data_time": 0.013658822514116764, "eta_seconds": 66880.23182367906, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2894798747044039, "fast_rcnn/fg_cls_accuracy": 0.6735928854415674, "iteration": 203159, "loss_box_reg": 0.20551987551152706, "loss_cls": 0.1653937352821231, "loss_mask": 0.2297252919524908, "loss_rpn_cls": 0.029536557151004672, "loss_rpn_loc": 0.0650829013902694, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075312469326741, "mask_rcnn/false_negative": 0.08585598478760846, "mask_rcnn/false_positive": 0.1085781268063319, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9949249839410186, "total_loss": 0.7180353623116389}
{"data_time": 0.01859367359429598, "eta_seconds": 66834.18234572746, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2811645708037179, "fast_rcnn/fg_cls_accuracy": 0.6968814201335387, "iteration": 203179, "loss_box_reg": 0.21212164033204317, "loss_cls": 0.1616447977721691, "loss_mask": 0.2352819163352251, "loss_rpn_cls": 0.03127201821189374, "loss_rpn_loc": 0.08070308901369572, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946711080945604, "mask_rcnn/false_negative": 0.0884498619981096, "mask_rcnn/false_positive": 0.12223509122030426, "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": 0.9880542564205825, "total_loss": 0.7218710602028295}
{"data_time": 0.016598021145910025, "eta_seconds": 66888.56204580516, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2694863253856943, "fast_rcnn/fg_cls_accuracy": 0.7003192630142328, "iteration": 203199, "loss_box_reg": 0.21168892923742533, "loss_cls": 0.1717376420274377, "loss_mask": 0.2342245001345873, "loss_rpn_cls": 0.03523532405961305, "loss_rpn_loc": 0.08005796419456601, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002941392330741, "mask_rcnn/false_negative": 0.08559461860190018, "mask_rcnn/false_positive": 0.10829012898069237, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0255404757335782, "total_loss": 0.7250087161082774}
{"data_time": 0.015280248131603003, "eta_seconds": 66878.91914519481, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29486737400530505, "fast_rcnn/fg_cls_accuracy": 0.6925214284148453, "iteration": 203219, "loss_box_reg": 0.2085416428744793, "loss_cls": 0.16899401880800724, "loss_mask": 0.22771304100751877, "loss_rpn_cls": 0.03480039880378172, "loss_rpn_loc": 0.09388733422383666, "lr": 0.0001, "mask_rcnn/accuracy": 0.9012040167586218, "mask_rcnn/false_negative": 0.08566637377742393, "mask_rcnn/false_positive": 0.10096813231681427, "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": 1.0156504036858678, "total_loss": 0.7089630973641761}
{"data_time": 0.015694373287260532, "eta_seconds": 66901.71134196222, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28251032017363426, "fast_rcnn/fg_cls_accuracy": 0.6991731206707053, "iteration": 203239, "loss_box_reg": 0.199046291410923, "loss_cls": 0.15544748399406672, "loss_mask": 0.23375209048390388, "loss_rpn_cls": 0.034205052768811584, "loss_rpn_loc": 0.07451583608053625, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976186361363739, "mask_rcnn/false_negative": 0.08398699156740896, "mask_rcnn/false_positive": 0.11543045354788636, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.0185888539999723, "total_loss": 0.7016651901649311}
{"data_time": 0.018544772174209356, "eta_seconds": 66861.52658708394, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.30805176132278933, "fast_rcnn/fg_cls_accuracy": 0.6638146134934144, "iteration": 203259, "loss_box_reg": 0.21750508248806, "loss_cls": 0.1881954874843359, "loss_mask": 0.2408883012831211, "loss_rpn_cls": 0.03172449744306505, "loss_rpn_loc": 0.07556301448494196, "lr": 0.0001, "mask_rcnn/accuracy": 0.8907865759075815, "mask_rcnn/false_negative": 0.09449951525707687, "mask_rcnn/false_positive": 0.11809667433228871, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9736348865553737, "total_loss": 0.7513104404788464}
{"data_time": 0.01610275311395526, "eta_seconds": 66884.02948737144, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2891512644641081, "fast_rcnn/fg_cls_accuracy": 0.6787348171897158, "iteration": 203279, "loss_box_reg": 0.1964891068637371, "loss_cls": 0.1688163774088025, "loss_mask": 0.2273324392735958, "loss_rpn_cls": 0.027760580414906144, "loss_rpn_loc": 0.06981358281336725, "lr": 0.0001, "mask_rcnn/accuracy": 0.8959305057373383, "mask_rcnn/false_negative": 0.10044961927869718, "mask_rcnn/false_positive": 0.11060942505751487, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0209642481058836, "total_loss": 0.72890898399055}
{"data_time": 0.0205189879052341, "eta_seconds": 66880.34932133742, "fast_rcnn/cls_accuracy": 0.960205078125, "fast_rcnn/false_negative": 0.2483904465212876, "fast_rcnn/fg_cls_accuracy": 0.7370158553029247, "iteration": 203299, "loss_box_reg": 0.214378971606493, "loss_cls": 0.1805995050817728, "loss_mask": 0.24056809209287167, "loss_rpn_cls": 0.03434285498224199, "loss_rpn_loc": 0.05921542341820896, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980437150617493, "mask_rcnn/false_negative": 0.08281855540725633, "mask_rcnn/false_positive": 0.12080310486278933, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0211946992203593, "total_loss": 0.7343600810563657}
{"data_time": 0.023620939813554287, "eta_seconds": 66858.10610465705, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.26279258379071657, "fast_rcnn/fg_cls_accuracy": 0.7141046591858227, "iteration": 203319, "loss_box_reg": 0.22105876170098782, "loss_cls": 0.18210047855973244, "loss_mask": 0.23616382852196693, "loss_rpn_cls": 0.03619472519494593, "loss_rpn_loc": 0.07048941636458039, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017865138592751, "mask_rcnn/false_negative": 0.0830598690933061, "mask_rcnn/false_positive": 0.10673556636840797, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9950275463052094, "total_loss": 0.760181914200075}
{"data_time": 0.015413262881338596, "eta_seconds": 66847.61578906327, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.32348885514304165, "fast_rcnn/fg_cls_accuracy": 0.6338185103392893, "iteration": 203339, "loss_box_reg": 0.21822897344827652, "loss_cls": 0.18411589041352272, "loss_mask": 0.2341703698039055, "loss_rpn_cls": 0.033639581175521016, "loss_rpn_loc": 0.08190465136431158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998856606054999, "mask_rcnn/false_negative": 0.08165196231763741, "mask_rcnn/false_positive": 0.12554899357581006, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9874152443371713, "total_loss": 0.7714299885556102}
{"data_time": 0.022760916966944933, "eta_seconds": 66821.29336703569, "fast_rcnn/cls_accuracy": 0.925048828125, "fast_rcnn/false_negative": 0.3303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6358997634373109, "iteration": 203359, "loss_box_reg": 0.21545479632914066, "loss_cls": 0.1767355538904667, "loss_mask": 0.23337637819349766, "loss_rpn_cls": 0.02969504229258746, "loss_rpn_loc": 0.06191144464537501, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011352592985247, "mask_rcnn/false_negative": 0.08671140173743808, "mask_rcnn/false_positive": 0.10474707403008557, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0003405082970858, "total_loss": 0.7148357410915196}
{"data_time": 0.016568304505199194, "eta_seconds": 66807.50320833176, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24804878048780488, "fast_rcnn/fg_cls_accuracy": 0.6913127643494517, "iteration": 203379, "loss_box_reg": 0.20989049412310123, "loss_cls": 0.17647022753953934, "loss_mask": 0.22830219753086567, "loss_rpn_cls": 0.03175317565910518, "loss_rpn_loc": 0.07671365002170205, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903817015993759, "mask_rcnn/false_negative": 0.08891400394272694, "mask_rcnn/false_positive": 0.12432555432021189, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0074429577216506, "total_loss": 0.7209561731433496}
{"data_time": 0.014097684528678656, "eta_seconds": 66787.44691796601, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3039048224358465, "fast_rcnn/fg_cls_accuracy": 0.6596369128248245, "iteration": 203399, "loss_box_reg": 0.20540563575923443, "loss_cls": 0.16457403358072042, "loss_mask": 0.23839178122580051, "loss_rpn_cls": 0.02865636849310249, "loss_rpn_loc": 0.0754641336388886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971136176506223, "mask_rcnn/false_negative": 0.09322772070360479, "mask_rcnn/false_positive": 0.10916319827139752, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9813727312721312, "total_loss": 0.7173654863145202}
{"data_time": 0.012655251193791628, "eta_seconds": 66745.76645707712, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.33851510282027997, "fast_rcnn/fg_cls_accuracy": 0.6460870726495727, "iteration": 203419, "loss_box_reg": 0.20311357080936432, "loss_cls": 0.15424889139831066, "loss_mask": 0.2347777560353279, "loss_rpn_cls": 0.033294157998170704, "loss_rpn_loc": 0.08462814026279375, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934525835627506, "mask_rcnn/false_negative": 0.08501451779796175, "mask_rcnn/false_positive": 0.12327367261996536, "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": 0.9448877591639757, "total_loss": 0.7377630867413245}
{"data_time": 0.01540484419092536, "eta_seconds": 66712.41909742355, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3255917058863652, "fast_rcnn/fg_cls_accuracy": 0.653142757234024, "iteration": 203439, "loss_box_reg": 0.21807849314063787, "loss_cls": 0.16086397226899862, "loss_mask": 0.23985501565039158, "loss_rpn_cls": 0.038682628655806184, "loss_rpn_loc": 0.08614691975526512, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995835865363515, "mask_rcnn/false_negative": 0.08979027316410387, "mask_rcnn/false_positive": 0.11219424289937771, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0084371133707464, "total_loss": 0.7320791711099446}
{"data_time": 0.017799103166908026, "eta_seconds": 66667.13537505828, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.27516226549302036, "fast_rcnn/fg_cls_accuracy": 0.6873305849232566, "iteration": 203459, "loss_box_reg": 0.19542591040953994, "loss_cls": 0.14849102008156478, "loss_mask": 0.2347003798931837, "loss_rpn_cls": 0.02893451089039445, "loss_rpn_loc": 0.054296376765705645, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066915647309499, "mask_rcnn/false_negative": 0.07405481994038261, "mask_rcnn/false_positive": 0.10750297541401958, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9622352765873075, "total_loss": 0.6569821289740503}
{"data_time": 0.01625653589144349, "eta_seconds": 66662.22443612292, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.25327871673952707, "fast_rcnn/fg_cls_accuracy": 0.6867589261923794, "iteration": 203479, "loss_box_reg": 0.20550175104290247, "loss_cls": 0.17720527295023203, "loss_mask": 0.23380711674690247, "loss_rpn_cls": 0.03357481141574681, "loss_rpn_loc": 0.06710662611294538, "lr": 0.0001, "mask_rcnn/accuracy": 0.9072847181434882, "mask_rcnn/false_negative": 0.07549720702388746, "mask_rcnn/false_positive": 0.11155686637303969, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9866442065685987, "total_loss": 0.7511447732103989}
{"data_time": 0.023252124898135662, "eta_seconds": 66665.56727839634, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27426898573651676, "fast_rcnn/fg_cls_accuracy": 0.671875, "iteration": 203499, "loss_box_reg": 0.20771210081875324, "loss_cls": 0.1798121426254511, "loss_mask": 0.23317957669496536, "loss_rpn_cls": 0.033426465990487486, "loss_rpn_loc": 0.07172968564555049, "lr": 0.0001, "mask_rcnn/accuracy": 0.901511966392755, "mask_rcnn/false_negative": 0.08722050953883749, "mask_rcnn/false_positive": 0.10387728177081673, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0382772227749228, "total_loss": 0.7336435087490827}
{"data_time": 0.016314907930791378, "eta_seconds": 66607.02073540539, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24065492740191535, "fast_rcnn/fg_cls_accuracy": 0.729, "iteration": 203519, "loss_box_reg": 0.20427129976451397, "loss_cls": 0.16336908913217485, "loss_mask": 0.22914368100464344, "loss_rpn_cls": 0.02801982976961881, "loss_rpn_loc": 0.06922796019352973, "lr": 0.0001, "mask_rcnn/accuracy": 0.909535083204142, "mask_rcnn/false_negative": 0.08558665675726258, "mask_rcnn/false_positive": 0.08808730175761081, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9666270022280514, "total_loss": 0.6873272021766752}
{"data_time": 0.02024016622453928, "eta_seconds": 66592.98977823928, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2863477945860867, "fast_rcnn/fg_cls_accuracy": 0.671586612519255, "iteration": 203539, "loss_box_reg": 0.19866962730884552, "loss_cls": 0.16175297275185585, "loss_mask": 0.23253118433058262, "loss_rpn_cls": 0.03492987237405032, "loss_rpn_loc": 0.06297516979975626, "lr": 0.0001, "mask_rcnn/accuracy": 0.9037466130242946, "mask_rcnn/false_negative": 0.0863850618283934, "mask_rcnn/false_positive": 0.10121193364278804, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0027095209807158, "total_loss": 0.7023141229292378}
{"data_time": 0.015478860586881638, "eta_seconds": 66537.23691020161, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.32408384858995626, "fast_rcnn/fg_cls_accuracy": 0.6548451548451548, "iteration": 203559, "loss_box_reg": 0.2078278623521328, "loss_cls": 0.16387263964861631, "loss_mask": 0.23824679292738438, "loss_rpn_cls": 0.03250648290850222, "loss_rpn_loc": 0.07710669550579041, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926173309907448, "mask_rcnn/false_negative": 0.09491870086056589, "mask_rcnn/false_positive": 0.11255539381327925, "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": 0.9913322348147631, "total_loss": 0.7272177464328706}
{"data_time": 0.016931711230427027, "eta_seconds": 66494.53243670985, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.310228855721393, "fast_rcnn/fg_cls_accuracy": 0.650827067669173, "iteration": 203579, "loss_box_reg": 0.19557103794068098, "loss_cls": 0.1616522502154112, "loss_mask": 0.22828234173357487, "loss_rpn_cls": 0.03174440114526078, "loss_rpn_loc": 0.06205674586817622, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061036641929499, "mask_rcnn/false_negative": 0.08170835308277485, "mask_rcnn/false_positive": 0.100565085519317, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.008817596361041, "total_loss": 0.6813795877969824}
{"data_time": 0.013705387245863676, "eta_seconds": 66479.98498231173, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2675966952829318, "fast_rcnn/fg_cls_accuracy": 0.7089445438282648, "iteration": 203599, "loss_box_reg": 0.20857245661318302, "loss_cls": 0.17255821265280247, "loss_mask": 0.23184176161885262, "loss_rpn_cls": 0.028516188904177397, "loss_rpn_loc": 0.061572749400511384, "lr": 0.0001, "mask_rcnn/accuracy": 0.9189130269942372, "mask_rcnn/false_negative": 0.08336629827316605, "mask_rcnn/false_positive": 0.09481118599288878, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0240876316092908, "total_loss": 0.710117993527092}
{"data_time": 0.019210742320865393, "eta_seconds": 66434.61107955314, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28120155038759687, "fast_rcnn/fg_cls_accuracy": 0.6854810495626822, "iteration": 203619, "loss_box_reg": 0.20456447638571262, "loss_cls": 0.16643390152603388, "loss_mask": 0.23700426146388054, "loss_rpn_cls": 0.03898402757477015, "loss_rpn_loc": 0.07231972878798842, "lr": 0.0001, "mask_rcnn/accuracy": 0.8877829657504027, "mask_rcnn/false_negative": 0.0832576636368331, "mask_rcnn/false_positive": 0.13058211042834456, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9373312224633992, "total_loss": 0.7369046928361058}
{"data_time": 0.020364531315863132, "eta_seconds": 66374.08471209928, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3043050847457627, "fast_rcnn/fg_cls_accuracy": 0.6831608391608391, "iteration": 203639, "loss_box_reg": 0.20775394514203072, "loss_cls": 0.16925615910440683, "loss_mask": 0.2379457727074623, "loss_rpn_cls": 0.03030527802184224, "loss_rpn_loc": 0.07328513683751225, "lr": 0.0001, "mask_rcnn/accuracy": 0.8928331018200211, "mask_rcnn/false_negative": 0.10281150596333749, "mask_rcnn/false_positive": 0.11479655682088806, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9848862024955451, "total_loss": 0.7319816828821786}
{"data_time": 0.01658337004482746, "eta_seconds": 66318.25946733356, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28196693657219973, "fast_rcnn/fg_cls_accuracy": 0.676392961876833, "iteration": 203659, "loss_box_reg": 0.23405038565397263, "loss_cls": 0.18964638747274876, "loss_mask": 0.25529109314084053, "loss_rpn_cls": 0.027901805355213583, "loss_rpn_loc": 0.07080258056521416, "lr": 0.0001, "mask_rcnn/accuracy": 0.8812606121438299, "mask_rcnn/false_negative": 0.08576469924641993, "mask_rcnn/false_positive": 0.13005289188937583, "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": 0.9947315542958677, "total_loss": 0.7873630037065595}
{"data_time": 0.016621751245111227, "eta_seconds": 66272.1818195656, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.3150121275121275, "fast_rcnn/fg_cls_accuracy": 0.6788350319501739, "iteration": 203679, "loss_box_reg": 0.21419309824705124, "loss_cls": 0.18193863006308675, "loss_mask": 0.23773479834198952, "loss_rpn_cls": 0.037047223187983036, "loss_rpn_loc": 0.08423131983727217, "lr": 0.0001, "mask_rcnn/accuracy": 0.899920959376473, "mask_rcnn/false_negative": 0.09112232902447008, "mask_rcnn/false_positive": 0.12061075067807855, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9895174405537546, "total_loss": 0.76994126313366}
{"data_time": 0.022050464991480112, "eta_seconds": 66252.19624000601, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27932222193555045, "fast_rcnn/fg_cls_accuracy": 0.6635736712267324, "iteration": 203699, "loss_box_reg": 0.20145454443991184, "loss_cls": 0.17256308998912573, "loss_mask": 0.23274041805416346, "loss_rpn_cls": 0.03461337019689381, "loss_rpn_loc": 0.0796647957758978, "lr": 0.0001, "mask_rcnn/accuracy": 0.8981560014993947, "mask_rcnn/false_negative": 0.08275577557683414, "mask_rcnn/false_positive": 0.11321613035853223, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0073206038214266, "total_loss": 0.7167395054129884}
{"data_time": 0.01965099573135376, "eta_seconds": 66196.75863051787, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2654931892049812, "fast_rcnn/fg_cls_accuracy": 0.7137877287949954, "iteration": 203719, "loss_box_reg": 0.19813684793189168, "loss_cls": 0.16306071262806654, "loss_mask": 0.2224758081138134, "loss_rpn_cls": 0.02658944227732718, "loss_rpn_loc": 0.05596712022088468, "lr": 0.0001, "mask_rcnn/accuracy": 0.9015978767351145, "mask_rcnn/false_negative": 0.09544796261671644, "mask_rcnn/false_positive": 0.09800538588752938, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 1.0083711463958025, "total_loss": 0.6581448981305584}
{"data_time": 0.017280736938118935, "eta_seconds": 66238.28568443656, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.28465759961822956, "fast_rcnn/fg_cls_accuracy": 0.7052413902807604, "iteration": 203739, "loss_box_reg": 0.2105236379429698, "loss_cls": 0.17867476772516966, "loss_mask": 0.2265931684523821, "loss_rpn_cls": 0.026596395415253937, "loss_rpn_loc": 0.07027802220545709, "lr": 0.0001, "mask_rcnn/accuracy": 0.902530612244898, "mask_rcnn/false_negative": 0.0905144175968266, "mask_rcnn/false_positive": 0.11096298415071079, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.022130403202027, "total_loss": 0.7360209802864119}
{"data_time": 0.01741325994953513, "eta_seconds": 66238.98274943233, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28103537928566125, "fast_rcnn/fg_cls_accuracy": 0.6949131513647642, "iteration": 203759, "loss_box_reg": 0.21997667290270329, "loss_cls": 0.18585338350385427, "loss_mask": 0.24028344452381134, "loss_rpn_cls": 0.03284444217570126, "loss_rpn_loc": 0.07192144449800253, "lr": 0.0001, "mask_rcnn/accuracy": 0.888013427898632, "mask_rcnn/false_negative": 0.09143580091553294, "mask_rcnn/false_positive": 0.11639220640774489, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0110037908889353, "total_loss": 0.7546799642732367}
{"data_time": 0.026855381671339273, "eta_seconds": 66136.83398480527, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2363573858290512, "fast_rcnn/fg_cls_accuracy": 0.721628424823313, "iteration": 203779, "loss_box_reg": 0.18322934722527862, "loss_cls": 0.14608680689707398, "loss_mask": 0.2287932187318802, "loss_rpn_cls": 0.025921265012584627, "loss_rpn_loc": 0.06169184506870806, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001806815085085, "mask_rcnn/false_negative": 0.09018446165387768, "mask_rcnn/false_positive": 0.11581995533720137, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9744046172127128, "total_loss": 0.6577121348527726}
{"data_time": 0.017339244950562716, "eta_seconds": 66105.807949882, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.22734768666972058, "fast_rcnn/fg_cls_accuracy": 0.7326934889434888, "iteration": 203799, "loss_box_reg": 0.20560344867408276, "loss_cls": 0.16632163990288973, "loss_mask": 0.23121405579149723, "loss_rpn_cls": 0.029710492119193077, "loss_rpn_loc": 0.07538469531573355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997385986831904, "mask_rcnn/false_negative": 0.08562151939392576, "mask_rcnn/false_positive": 0.10487339160715024, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9921905938535929, "total_loss": 0.7379858349449933}
{"data_time": 0.018988023977726698, "eta_seconds": 66085.83640669473, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24114171438960094, "fast_rcnn/fg_cls_accuracy": 0.703006868607007, "iteration": 203819, "loss_box_reg": 0.2087174989283085, "loss_cls": 0.17383200023323298, "loss_mask": 0.22751674242317677, "loss_rpn_cls": 0.03144770336803049, "loss_rpn_loc": 0.06389994034543633, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027337644885312, "mask_rcnn/false_negative": 0.09017290308791984, "mask_rcnn/false_positive": 0.10732403977750817, "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": 0.9866532362066209, "total_loss": 0.6974093373864889}
{"data_time": 0.02385718747973442, "eta_seconds": 66085.495817177, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.22127424260378403, "fast_rcnn/fg_cls_accuracy": 0.7482876712328768, "iteration": 203839, "loss_box_reg": 0.19532075338065624, "loss_cls": 0.15400015003979206, "loss_mask": 0.2236274890601635, "loss_rpn_cls": 0.02971226943191141, "loss_rpn_loc": 0.05912707652896643, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020951254811416, "mask_rcnn/false_negative": 0.09053856842911123, "mask_rcnn/false_positive": 0.09844559261115715, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0012969495728612, "total_loss": 0.6764155204873532}
{"data_time": 0.01916593872010708, "eta_seconds": 66065.51833960228, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2975406972682177, "fast_rcnn/fg_cls_accuracy": 0.6821052631578948, "iteration": 203859, "loss_box_reg": 0.20290841907262802, "loss_cls": 0.16408850997686386, "loss_mask": 0.2330586053431034, "loss_rpn_cls": 0.03127506619784981, "loss_rpn_loc": 0.07847321475856006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946013170197541, "mask_rcnn/false_negative": 0.09006318310483272, "mask_rcnn/false_positive": 0.11332964100539197, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.0199839291162789, "total_loss": 0.7082953039789572}
{"data_time": 0.02140477718785405, "eta_seconds": 66025.9217771329, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3210611279742619, "fast_rcnn/fg_cls_accuracy": 0.6383552314197338, "iteration": 203879, "loss_box_reg": 0.2251833789050579, "loss_cls": 0.17905977834016085, "loss_mask": 0.23091608472168446, "loss_rpn_cls": 0.03220614977180958, "loss_rpn_loc": 0.07140621927101165, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001116559008925, "mask_rcnn/false_negative": 0.08148299654002186, "mask_rcnn/false_positive": 0.11195608983762798, "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": 0.9694788604974747, "total_loss": 0.7040077208075672}
{"data_time": 0.01562661351636052, "eta_seconds": 66016.98469338007, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2751569471827332, "fast_rcnn/fg_cls_accuracy": 0.6763547302050161, "iteration": 203899, "loss_box_reg": 0.20982084050774574, "loss_cls": 0.17754742875695229, "loss_mask": 0.23761481791734695, "loss_rpn_cls": 0.03390797402244061, "loss_rpn_loc": 0.07739878259599209, "lr": 0.0001, "mask_rcnn/accuracy": 0.8913711269941124, "mask_rcnn/false_negative": 0.09633227273948741, "mask_rcnn/false_positive": 0.12825863166503354, "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": 1.0050490759313107, "total_loss": 0.7181158776511438}
{"data_time": 0.016816650982946157, "eta_seconds": 66032.35486485064, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28282816085013884, "fast_rcnn/fg_cls_accuracy": 0.6943070241691842, "iteration": 203919, "loss_box_reg": 0.23130404576659203, "loss_cls": 0.1760149523615837, "loss_mask": 0.24659026600420475, "loss_rpn_cls": 0.03391516802366823, "loss_rpn_loc": 0.0737526579760015, "lr": 0.0001, "mask_rcnn/accuracy": 0.9064787691561963, "mask_rcnn/false_negative": 0.09032635042130532, "mask_rcnn/false_positive": 0.10597388988814037, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 1.0160723300650716, "total_loss": 0.7549347548629157}
{"data_time": 0.017899703234434128, "eta_seconds": 66042.98032273538, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2959766048771284, "fast_rcnn/fg_cls_accuracy": 0.6576490873416969, "iteration": 203939, "loss_box_reg": 0.20066233165562153, "loss_cls": 0.16210431139916182, "loss_mask": 0.2412240207195282, "loss_rpn_cls": 0.026278930949047208, "loss_rpn_loc": 0.062371360370889306, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025525720269393, "mask_rcnn/false_negative": 0.08848660234155371, "mask_rcnn/false_positive": 0.10717795824284893, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0090373703278601, "total_loss": 0.7130273260991089}
{"data_time": 0.012648123316466808, "eta_seconds": 65984.71947088838, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33323802192162466, "fast_rcnn/fg_cls_accuracy": 0.6518082091119042, "iteration": 203959, "loss_box_reg": 0.20492835901677608, "loss_cls": 0.17837091628462076, "loss_mask": 0.22244340926408768, "loss_rpn_cls": 0.03357468367903493, "loss_rpn_loc": 0.0711677196668461, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111672223288558, "mask_rcnn/false_negative": 0.08393454740993275, "mask_rcnn/false_positive": 0.10511514965974142, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9916552961803973, "total_loss": 0.741052144439891}
{"data_time": 0.02582652773708105, "eta_seconds": 65952.44234938174, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2917335473515249, "fast_rcnn/fg_cls_accuracy": 0.6783579276174063, "iteration": 203979, "loss_box_reg": 0.21271832659840584, "loss_cls": 0.1700124777853489, "loss_mask": 0.24701745994389057, "loss_rpn_cls": 0.032854399061761796, "loss_rpn_loc": 0.07688828650861979, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938632881363597, "mask_rcnn/false_negative": 0.08705768444113827, "mask_rcnn/false_positive": 0.12233410108925519, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9900566102005541, "total_loss": 0.7390763945877552}
{"data_time": 0.016931581776589155, "eta_seconds": 65968.18781923503, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2962877328195247, "fast_rcnn/fg_cls_accuracy": 0.672690985355893, "iteration": 203999, "loss_box_reg": 0.2222685981541872, "loss_cls": 0.1756738107651472, "loss_mask": 0.24715964309871197, "loss_rpn_cls": 0.03146788361482322, "loss_rpn_loc": 0.08394275372847915, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936184709420509, "mask_rcnn/false_negative": 0.09415682495837399, "mask_rcnn/false_positive": 0.1196063552495256, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0074426303617656, "total_loss": 0.7693724701821338}
{"data_time": 0.016525480896234512, "eta_seconds": 65948.1974592898, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2866387661784081, "fast_rcnn/fg_cls_accuracy": 0.682648401826484, "iteration": 204019, "loss_box_reg": 0.2157505452632904, "loss_cls": 0.17386684007942677, "loss_mask": 0.2435816042125225, "loss_rpn_cls": 0.03280864097177982, "loss_rpn_loc": 0.06747930205892771, "lr": 0.0001, "mask_rcnn/accuracy": 0.9043232541062567, "mask_rcnn/false_negative": 0.08969203952148294, "mask_rcnn/false_positive": 0.1093153284257306, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0030698659829795, "total_loss": 0.7200887450017035}
{"data_time": 0.0230379244312644, "eta_seconds": 65874.70995301381, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.29304472223168365, "fast_rcnn/fg_cls_accuracy": 0.6574933575488514, "iteration": 204039, "loss_box_reg": 0.20519914478063583, "loss_cls": 0.16409300826489925, "loss_mask": 0.2300247922539711, "loss_rpn_cls": 0.02777371054980904, "loss_rpn_loc": 0.0642214238177985, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014188178417339, "mask_rcnn/false_negative": 0.0836273169774819, "mask_rcnn/false_positive": 0.11876234044608314, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.977408064994961, "total_loss": 0.6893047108314931}
{"data_time": 0.01714360434561968, "eta_seconds": 65872.52421263605, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32105631829644155, "fast_rcnn/fg_cls_accuracy": 0.639657282741738, "iteration": 204059, "loss_box_reg": 0.21709807869046926, "loss_cls": 0.18029478378593922, "loss_mask": 0.2511483635753393, "loss_rpn_cls": 0.031597567489370704, "loss_rpn_loc": 0.07765988074243069, "lr": 0.0001, "mask_rcnn/accuracy": 0.891233632031242, "mask_rcnn/false_negative": 0.10007563298201591, "mask_rcnn/false_positive": 0.11867365020041785, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0256089591421187, "total_loss": 0.7724473753478378}
{"data_time": 0.020487135276198387, "eta_seconds": 65852.54467844963, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.305863257895316, "fast_rcnn/fg_cls_accuracy": 0.6756793521748872, "iteration": 204079, "loss_box_reg": 0.21765084005892277, "loss_cls": 0.18026770185679197, "loss_mask": 0.24794618599116802, "loss_rpn_cls": 0.03462031821254641, "loss_rpn_loc": 0.07410071115009487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8866469226574433, "mask_rcnn/false_negative": 0.09193698362843664, "mask_rcnn/false_positive": 0.11872000706682242, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9864135985262692, "total_loss": 0.744180864887312}
{"data_time": 0.017177372239530087, "eta_seconds": 65780.62456287444, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27795138888888893, "fast_rcnn/fg_cls_accuracy": 0.6936123348017621, "iteration": 204099, "loss_box_reg": 0.2190866768360138, "loss_cls": 0.1726103825494647, "loss_mask": 0.24569648504257202, "loss_rpn_cls": 0.03493623959366232, "loss_rpn_loc": 0.07762797502800822, "lr": 0.0001, "mask_rcnn/accuracy": 0.893572021319541, "mask_rcnn/false_negative": 0.0837587261638286, "mask_rcnn/false_positive": 0.10542082204373115, "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": 1.0024854843504727, "total_loss": 0.7667603134177625}
{"data_time": 0.016215506475418806, "eta_seconds": 65760.66079214215, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29943169775328526, "fast_rcnn/fg_cls_accuracy": 0.6637947631882941, "iteration": 204119, "loss_box_reg": 0.21098589291796088, "loss_cls": 0.17338027525693178, "loss_mask": 0.22853299789130688, "loss_rpn_cls": 0.039003269048407674, "loss_rpn_loc": 0.07487098732963204, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007263991049581, "mask_rcnn/false_negative": 0.07445556237961032, "mask_rcnn/false_positive": 0.10737883800114438, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0076092923991382, "total_loss": 0.7341741696000099}
{"data_time": 0.014131910633295774, "eta_seconds": 65732.6855015941, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.22677410617551463, "fast_rcnn/fg_cls_accuracy": 0.7552295961402207, "iteration": 204139, "loss_box_reg": 0.19664651062339544, "loss_cls": 0.16584519017487764, "loss_mask": 0.23249215632677078, "loss_rpn_cls": 0.02727199299260974, "loss_rpn_loc": 0.07817106612492353, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039917605784016, "mask_rcnn/false_negative": 0.06898796042532623, "mask_rcnn/false_positive": 0.1188032375185742, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.9725730777718127, "total_loss": 0.695362308062613}
{"data_time": 0.018105505034327507, "eta_seconds": 65703.57636574656, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.28282668658774857, "fast_rcnn/fg_cls_accuracy": 0.676489707475623, "iteration": 204159, "loss_box_reg": 0.1890818290412426, "loss_cls": 0.1687709465622902, "loss_mask": 0.23872403986752033, "loss_rpn_cls": 0.03181332442909479, "loss_rpn_loc": 0.0644312254153192, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956515655243935, "mask_rcnn/false_negative": 0.09098011220026661, "mask_rcnn/false_positive": 0.09597600006896004, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 0.9742013998329639, "total_loss": 0.7135412935167551}
{"data_time": 0.01536548463627696, "eta_seconds": 65683.61780670471, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28594476346732295, "fast_rcnn/fg_cls_accuracy": 0.6798679867986799, "iteration": 204179, "loss_box_reg": 0.18971031717956066, "loss_cls": 0.16337165143340826, "loss_mask": 0.23032110184431076, "loss_rpn_cls": 0.030648685118649155, "loss_rpn_loc": 0.07083511492237449, "lr": 0.0001, "mask_rcnn/accuracy": 0.8985024853573356, "mask_rcnn/false_negative": 0.08677832396111765, "mask_rcnn/false_positive": 0.10997126830134724, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9840455707162619, "total_loss": 0.6996636621770449}
{"data_time": 0.01560830045491457, "eta_seconds": 65620.45419439673, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2713288570236334, "fast_rcnn/fg_cls_accuracy": 0.7113463578500707, "iteration": 204199, "loss_box_reg": 0.21435991115868092, "loss_cls": 0.16471467912197113, "loss_mask": 0.23332997877150774, "loss_rpn_cls": 0.027442295802757144, "loss_rpn_loc": 0.08471868059132248, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942666064963998, "mask_rcnn/false_negative": 0.08763202201714244, "mask_rcnn/false_positive": 0.12025643294984788, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.005259890574962, "total_loss": 0.7227725085103884}
{"data_time": 0.023068306036293507, "eta_seconds": 65563.68752342649, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.30623504784688993, "fast_rcnn/fg_cls_accuracy": 0.6901848591549296, "iteration": 204219, "loss_box_reg": 0.21046161279082298, "loss_cls": 0.18289398588240147, "loss_mask": 0.23888903483748436, "loss_rpn_cls": 0.028107889811508358, "loss_rpn_loc": 0.06095383100910112, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961780061703679, "mask_rcnn/false_negative": 0.09898806321879447, "mask_rcnn/false_positive": 0.0987402704321085, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.991092509124428, "total_loss": 0.7264725912827998}
{"data_time": 0.018018438015133142, "eta_seconds": 65397.87858746946, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.30368906455862976, "fast_rcnn/fg_cls_accuracy": 0.6529545454545455, "iteration": 204239, "loss_box_reg": 0.20802274346351624, "loss_cls": 0.17484715674072504, "loss_mask": 0.219249514862895, "loss_rpn_cls": 0.030075152637436986, "loss_rpn_loc": 0.0599113191710785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983618254461595, "mask_rcnn/false_negative": 0.08690520191566065, "mask_rcnn/false_positive": 0.10322828713487854, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9735272373072803, "total_loss": 0.6927450062939897}
{"data_time": 0.016865133307874203, "eta_seconds": 65465.09036962874, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.31573391678182094, "fast_rcnn/fg_cls_accuracy": 0.6678657074340527, "iteration": 204259, "loss_box_reg": 0.1860515708103776, "loss_cls": 0.1542603336274624, "loss_mask": 0.22874575294554234, "loss_rpn_cls": 0.026999350753612816, "loss_rpn_loc": 0.054827036801725626, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001120909315475, "mask_rcnn/false_negative": 0.08852463505597832, "mask_rcnn/false_positive": 0.11912435529209572, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 234.875, "rpn/num_pos_anchors": 21.125, "time": 0.9978045672178268, "total_loss": 0.6677616077358834}
{"data_time": 0.01837694551795721, "eta_seconds": 65411.7453298904, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25134548959755804, "fast_rcnn/fg_cls_accuracy": 0.7249697496199312, "iteration": 204279, "loss_box_reg": 0.20722369849681854, "loss_cls": 0.16986660659313202, "loss_mask": 0.2303588930517435, "loss_rpn_cls": 0.036201674258336425, "loss_rpn_loc": 0.07407131837680936, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034014596301095, "mask_rcnn/false_negative": 0.08077421764853782, "mask_rcnn/false_positive": 0.10489823042539557, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0215449496172369, "total_loss": 0.714449560502544}
{"data_time": 0.014724020380526781, "eta_seconds": 65460.89478498325, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2710240853097996, "fast_rcnn/fg_cls_accuracy": 0.6876924242854843, "iteration": 204299, "loss_box_reg": 0.23475546948611736, "loss_cls": 0.18238712893798947, "loss_mask": 0.24095645733177662, "loss_rpn_cls": 0.030497711850330234, "loss_rpn_loc": 0.0790750621818006, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951638108124802, "mask_rcnn/false_negative": 0.08815775578681372, "mask_rcnn/false_positive": 0.1092992624168207, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0154408840462565, "total_loss": 0.7807634070049971}
{"data_time": 0.013324579689651728, "eta_seconds": 65440.9675719589, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27899548682551273, "fast_rcnn/fg_cls_accuracy": 0.7012931034482759, "iteration": 204319, "loss_box_reg": 0.2054720614105463, "loss_cls": 0.16671491973102093, "loss_mask": 0.22925635613501072, "loss_rpn_cls": 0.026942649041302502, "loss_rpn_loc": 0.0881735966540873, "lr": 0.0001, "mask_rcnn/accuracy": 0.9123623107475691, "mask_rcnn/false_negative": 0.08562401249689189, "mask_rcnn/false_positive": 0.09019749327075816, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9917630292475224, "total_loss": 0.6940698826219887}
{"data_time": 0.015256579499691725, "eta_seconds": 65462.73693197407, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2721775335637002, "fast_rcnn/fg_cls_accuracy": 0.6976069760033977, "iteration": 204339, "loss_box_reg": 0.21010367386043072, "loss_cls": 0.18482817150652409, "loss_mask": 0.23900596424937248, "loss_rpn_cls": 0.03396772511769086, "loss_rpn_loc": 0.09027629625052214, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984344419558761, "mask_rcnn/false_negative": 0.08837213036403246, "mask_rcnn/false_positive": 0.11398863347019925, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.017849232070148, "total_loss": 0.7586210500448942}
{"data_time": 0.01493401313200593, "eta_seconds": 65401.1131459102, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3036580679252534, "fast_rcnn/fg_cls_accuracy": 0.6832490547127694, "iteration": 204359, "loss_box_reg": 0.20537961833178997, "loss_cls": 0.17619996424764395, "loss_mask": 0.23353495262563229, "loss_rpn_cls": 0.028526933456305414, "loss_rpn_loc": 0.07284547667950392, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973533412799952, "mask_rcnn/false_negative": 0.08860222502971653, "mask_rcnn/false_positive": 0.12317169758654459, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9765326539054513, "total_loss": 0.7251716621685773}
{"data_time": 0.01783169573172927, "eta_seconds": 65381.185932885855, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.3015154994259472, "fast_rcnn/fg_cls_accuracy": 0.6870327993897788, "iteration": 204379, "loss_box_reg": 0.22008987702429295, "loss_cls": 0.18247499130666256, "loss_mask": 0.2517013903707266, "loss_rpn_cls": 0.032954582246020436, "loss_rpn_loc": 0.07958525372669101, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869890060336131, "mask_rcnn/false_negative": 0.09550184254096873, "mask_rcnn/false_positive": 0.11927438206031765, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0065486580133438, "total_loss": 0.7742105694487691}
{"data_time": 0.02612284990027547, "eta_seconds": 65402.917190641165, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.3102768976443036, "fast_rcnn/fg_cls_accuracy": 0.6492418994843376, "iteration": 204399, "loss_box_reg": 0.19803001545369625, "loss_cls": 0.1568098133429885, "loss_mask": 0.23737243004143238, "loss_rpn_cls": 0.02895917068235576, "loss_rpn_loc": 0.06414866959676147, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010244827550238, "mask_rcnn/false_negative": 0.08157324056743614, "mask_rcnn/false_positive": 0.11282927758100855, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.0060836379416287, "total_loss": 0.6857432709657587}
{"data_time": 0.02384928986430168, "eta_seconds": 65455.21003609523, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.24276983520681, "fast_rcnn/fg_cls_accuracy": 0.7131553631553631, "iteration": 204419, "loss_box_reg": 0.20375793613493443, "loss_cls": 0.16643718723207712, "loss_mask": 0.23358200769871473, "loss_rpn_cls": 0.03474192455178127, "loss_rpn_loc": 0.08349101757630706, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023187564260935, "mask_rcnn/false_negative": 0.08865529419487833, "mask_rcnn/false_positive": 0.09530235183222165, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9960242914967239, "total_loss": 0.7120068797376007}
{"data_time": 0.021371804643422365, "eta_seconds": 65453.16575495526, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29800724637681164, "fast_rcnn/fg_cls_accuracy": 0.6804810133887349, "iteration": 204439, "loss_box_reg": 0.20651761442422867, "loss_cls": 0.16909424401819706, "loss_mask": 0.23980281502008438, "loss_rpn_cls": 0.031284791766665876, "loss_rpn_loc": 0.06541734980419278, "lr": 0.0001, "mask_rcnn/accuracy": 0.9029413356161617, "mask_rcnn/false_negative": 0.08840993012038342, "mask_rcnn/false_positive": 0.12473681448943819, "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": 1.0222212336957455, "total_loss": 0.712148304504808}
{"data_time": 0.02018074644729495, "eta_seconds": 65433.19834624417, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.311991469816273, "fast_rcnn/fg_cls_accuracy": 0.6182583454281567, "iteration": 204459, "loss_box_reg": 0.20236466638743877, "loss_cls": 0.17204198986291885, "loss_mask": 0.24158690497279167, "loss_rpn_cls": 0.03863230417482555, "loss_rpn_loc": 0.07263027038425207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962273323277568, "mask_rcnn/false_negative": 0.10545267537207574, "mask_rcnn/false_positive": 0.11024636183307873, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9786211135797203, "total_loss": 0.7174650514498353}
{"data_time": 0.02145900810137391, "eta_seconds": 65403.29436868429, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.26679915209326976, "fast_rcnn/fg_cls_accuracy": 0.6940555893690403, "iteration": 204479, "loss_box_reg": 0.20645589381456375, "loss_cls": 0.16959901619702578, "loss_mask": 0.22533542104065418, "loss_rpn_cls": 0.03588775428943336, "loss_rpn_loc": 0.08429609751328826, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020471283751597, "mask_rcnn/false_negative": 0.09780143644835457, "mask_rcnn/false_positive": 0.10551237422140033, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9864003541879356, "total_loss": 0.7133549535647035}
{"data_time": 0.02587135462090373, "eta_seconds": 65354.253597324714, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.29480475216671537, "fast_rcnn/fg_cls_accuracy": 0.6745126107702795, "iteration": 204499, "loss_box_reg": 0.19903164729475975, "loss_cls": 0.16658166097477078, "loss_mask": 0.22741328738629818, "loss_rpn_cls": 0.03383485088124871, "loss_rpn_loc": 0.07068136316956952, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841621796373691, "mask_rcnn/false_negative": 0.09677166804714281, "mask_rcnn/false_positive": 0.10835659757999666, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9944429048337042, "total_loss": 0.7271205487195402}
{"data_time": 0.021083852741867304, "eta_seconds": 65363.36561754346, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25429466023525427, "fast_rcnn/fg_cls_accuracy": 0.71144578313253, "iteration": 204519, "loss_box_reg": 0.20040639862418175, "loss_cls": 0.16139246569946408, "loss_mask": 0.2282394077628851, "loss_rpn_cls": 0.03598026558756828, "loss_rpn_loc": 0.06833623070269823, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999464124715371, "mask_rcnn/false_negative": 0.09229587735078756, "mask_rcnn/false_positive": 0.1055993525342997, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.002439015544951, "total_loss": 0.7148956989403814}
{"data_time": 0.023689016699790955, "eta_seconds": 65383.780142739415, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.3019921293942646, "fast_rcnn/fg_cls_accuracy": 0.6704314204314205, "iteration": 204539, "loss_box_reg": 0.2305766846984625, "loss_cls": 0.19467522576451302, "loss_mask": 0.2507181912660599, "loss_rpn_cls": 0.04174496023915708, "loss_rpn_loc": 0.08453264576382935, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920181251848566, "mask_rcnn/false_negative": 0.09642830716829524, "mask_rcnn/false_positive": 0.12053134049272894, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 209.375, "rpn/num_pos_anchors": 46.625, "time": 1.02749591646716, "total_loss": 0.8031933607999235}
{"data_time": 0.01807411713525653, "eta_seconds": 65398.75929132104, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3136224915091935, "fast_rcnn/fg_cls_accuracy": 0.661993769470405, "iteration": 204559, "loss_box_reg": 0.20183907635509968, "loss_cls": 0.17109843529760838, "loss_mask": 0.2267574593424797, "loss_rpn_cls": 0.026794133707880974, "loss_rpn_loc": 0.07194942166097462, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968606412984395, "mask_rcnn/false_negative": 0.09550960905635963, "mask_rcnn/false_positive": 0.11306467945615202, "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": 1.0634554852731526, "total_loss": 0.6991852754727006}
{"data_time": 0.013152389787137508, "eta_seconds": 65371.00706874393, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.31983040886575437, "fast_rcnn/fg_cls_accuracy": 0.666365202411714, "iteration": 204579, "loss_box_reg": 0.20347685925662518, "loss_cls": 0.17207045387476683, "loss_mask": 0.2385072484612465, "loss_rpn_cls": 0.029189519584178925, "loss_rpn_loc": 0.06333570228889585, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953143068250923, "mask_rcnn/false_negative": 0.09281546036115808, "mask_rcnn/false_positive": 0.11265582959642287, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9969352823682129, "total_loss": 0.69115334955859}
{"data_time": 0.01715125748887658, "eta_seconds": 65283.50811526179, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3027690863579474, "fast_rcnn/fg_cls_accuracy": 0.6589259121370067, "iteration": 204599, "loss_box_reg": 0.21589970123022795, "loss_cls": 0.17185303755104542, "loss_mask": 0.24085848219692707, "loss_rpn_cls": 0.042248525423929095, "loss_rpn_loc": 0.07686692988499999, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932106087459538, "mask_rcnn/false_negative": 0.09632189497416657, "mask_rcnn/false_positive": 0.11209587839921184, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9847397273406386, "total_loss": 0.7680721788201481}
{"data_time": 0.016300399787724018, "eta_seconds": 65320.99257084541, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2974025974025974, "fast_rcnn/fg_cls_accuracy": 0.6339815425181279, "iteration": 204619, "loss_box_reg": 0.19756916351616383, "loss_cls": 0.16482945531606674, "loss_mask": 0.22940778732299805, "loss_rpn_cls": 0.03208787215407938, "loss_rpn_loc": 0.07471105677541345, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039688464375817, "mask_rcnn/false_negative": 0.07715409776228731, "mask_rcnn/false_positive": 0.11465327421923896, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.991470493376255, "total_loss": 0.6976207762490958}
{"data_time": 0.01687147608026862, "eta_seconds": 65304.00171261281, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3372035080725533, "fast_rcnn/fg_cls_accuracy": 0.6421421815889029, "iteration": 204639, "loss_box_reg": 0.2037909273058176, "loss_cls": 0.17172826640307903, "loss_mask": 0.23944057524204254, "loss_rpn_cls": 0.040784087614156306, "loss_rpn_loc": 0.07789337611757219, "lr": 0.0001, "mask_rcnn/accuracy": 0.8955718020577186, "mask_rcnn/false_negative": 0.1033495387043366, "mask_rcnn/false_positive": 0.10770810183794388, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.994092317763716, "total_loss": 0.740379277151078}
{"data_time": 0.018531761597841978, "eta_seconds": 65284.018847951666, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3208036865057646, "fast_rcnn/fg_cls_accuracy": 0.657461341099785, "iteration": 204659, "loss_box_reg": 0.2121086698025465, "loss_cls": 0.17679183185100555, "loss_mask": 0.22010360844433308, "loss_rpn_cls": 0.030892245820723474, "loss_rpn_loc": 0.06762913102284074, "lr": 0.0001, "mask_rcnn/accuracy": 0.8940067825549192, "mask_rcnn/false_negative": 0.08447254990650901, "mask_rcnn/false_positive": 0.1072617569305331, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9940739804878831, "total_loss": 0.6862190761603415}
{"data_time": 0.01758134737610817, "eta_seconds": 65254.277937449515, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2885706182643222, "fast_rcnn/fg_cls_accuracy": 0.6701219512195122, "iteration": 204679, "loss_box_reg": 0.2035522200167179, "loss_cls": 0.15650604013353586, "loss_mask": 0.23407806362956762, "loss_rpn_cls": 0.033484979066997766, "loss_rpn_loc": 0.08099330996628851, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011799859666475, "mask_rcnn/false_negative": 0.08717325899752706, "mask_rcnn/false_positive": 0.10840200861002001, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9769971603527665, "total_loss": 0.7298160906648263}
{"data_time": 0.014760313089936972, "eta_seconds": 65198.316893633455, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3316151202749141, "fast_rcnn/fg_cls_accuracy": 0.632350074168256, "iteration": 204699, "loss_box_reg": 0.21627074014395475, "loss_cls": 0.18115176260471344, "loss_mask": 0.24491595290601254, "loss_rpn_cls": 0.03018945688381791, "loss_rpn_loc": 0.07153285725507885, "lr": 0.0001, "mask_rcnn/accuracy": 0.8882923013269695, "mask_rcnn/false_negative": 0.09173248922910629, "mask_rcnn/false_positive": 0.12291650053303066, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9855455067008734, "total_loss": 0.7419196632690728}
{"data_time": 0.017784412018954754, "eta_seconds": 65155.78089594841, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2882575757575757, "fast_rcnn/fg_cls_accuracy": 0.6992647058823529, "iteration": 204719, "loss_box_reg": 0.2137349033728242, "loss_cls": 0.17256491165608168, "loss_mask": 0.24806730821728706, "loss_rpn_cls": 0.03178163105621934, "loss_rpn_loc": 0.06765857629943639, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960971641210763, "mask_rcnn/false_negative": 0.08997206577749259, "mask_rcnn/false_positive": 0.11677100928243866, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9956547417677939, "total_loss": 0.7514115872327238}
{"data_time": 0.01659715035930276, "eta_seconds": 65121.56326495111, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2715750232991613, "fast_rcnn/fg_cls_accuracy": 0.630205706702057, "iteration": 204739, "loss_box_reg": 0.18966143485158682, "loss_cls": 0.16309689870104194, "loss_mask": 0.22427252493798733, "loss_rpn_cls": 0.030528316128766164, "loss_rpn_loc": 0.05879014785750769, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077841533895077, "mask_rcnn/false_negative": 0.07286472487473378, "mask_rcnn/false_positive": 0.10101909504063883, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.002537863329053, "total_loss": 0.6680249293567613}
{"data_time": 0.01491702999919653, "eta_seconds": 65115.8570105955, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2842613289981711, "fast_rcnn/fg_cls_accuracy": 0.6620050882493242, "iteration": 204759, "loss_box_reg": 0.21150202583521605, "loss_cls": 0.18682054337114096, "loss_mask": 0.23379260301589966, "loss_rpn_cls": 0.03245557006448507, "loss_rpn_loc": 0.06757158041000366, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991971262236453, "mask_rcnn/false_negative": 0.09269081711463455, "mask_rcnn/false_positive": 0.12458422247012071, "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": 1.00243132840842, "total_loss": 0.7354465348180383}
{"data_time": 0.02534099528566003, "eta_seconds": 65154.378552976996, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23789260385005065, "fast_rcnn/fg_cls_accuracy": 0.7505260835624342, "iteration": 204779, "loss_box_reg": 0.22452400252223015, "loss_cls": 0.17345794569700956, "loss_mask": 0.2426331415772438, "loss_rpn_cls": 0.031425901455804706, "loss_rpn_loc": 0.07989646238274872, "lr": 0.0001, "mask_rcnn/accuracy": 0.9044815229330632, "mask_rcnn/false_negative": 0.08937177948187572, "mask_rcnn/false_positive": 0.10176063402165186, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0136365704238415, "total_loss": 0.7654029750265181}
{"data_time": 0.018819584045559168, "eta_seconds": 65126.60974431783, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.28974106850213044, "fast_rcnn/fg_cls_accuracy": 0.6725174392305311, "iteration": 204799, "loss_box_reg": 0.2123857857659459, "loss_cls": 0.1762853628024459, "loss_mask": 0.23634959943592548, "loss_rpn_cls": 0.03448894328903407, "loss_rpn_loc": 0.07946706307120621, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923178613606013, "mask_rcnn/false_negative": 0.08849437869332263, "mask_rcnn/false_positive": 0.11048392605710633, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9679940920323133, "total_loss": 0.7470514258602634}
{"data_time": 0.018542917910963297, "eta_seconds": 65114.41879918799, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30686047473327266, "fast_rcnn/fg_cls_accuracy": 0.6645825317429781, "iteration": 204819, "loss_box_reg": 0.21384390629827976, "loss_cls": 0.17571840435266495, "loss_mask": 0.231767438352108, "loss_rpn_cls": 0.027572311635594815, "loss_rpn_loc": 0.06497430452145636, "lr": 0.0001, "mask_rcnn/accuracy": 0.9042488338487884, "mask_rcnn/false_negative": 0.08779750203842147, "mask_rcnn/false_positive": 0.11216200531544018, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.99791180761531, "total_loss": 0.7156801279634237}
{"data_time": 0.024886246770620346, "eta_seconds": 65111.201782319695, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.27050195441000036, "fast_rcnn/fg_cls_accuracy": 0.6994907667246171, "iteration": 204839, "loss_box_reg": 0.22342488262802362, "loss_cls": 0.19056192226707935, "loss_mask": 0.2450916264206171, "loss_rpn_cls": 0.03607543068937957, "loss_rpn_loc": 0.06660272786393762, "lr": 0.0001, "mask_rcnn/accuracy": 0.889128553206997, "mask_rcnn/false_negative": 0.10606386401520587, "mask_rcnn/false_positive": 0.108581358254249, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.022755364421755, "total_loss": 0.7805227058706805}
{"data_time": 0.012882076669484377, "eta_seconds": 65069.658304592595, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.3172057658014662, "fast_rcnn/fg_cls_accuracy": 0.6581959706959707, "iteration": 204859, "loss_box_reg": 0.21583708189427853, "loss_cls": 0.16677293041720986, "loss_mask": 0.23886226303875446, "loss_rpn_cls": 0.028807700611650944, "loss_rpn_loc": 0.07035242498386651, "lr": 0.0001, "mask_rcnn/accuracy": 0.8920443497787465, "mask_rcnn/false_negative": 0.1048201398792512, "mask_rcnn/false_positive": 0.12464774908842961, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9997396511025727, "total_loss": 0.7219182938570157}
{"data_time": 0.016060478053987026, "eta_seconds": 65039.37676273286, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.31367374431978123, "fast_rcnn/fg_cls_accuracy": 0.6612332112332113, "iteration": 204879, "loss_box_reg": 0.19603965058922768, "loss_cls": 0.15916636306792498, "loss_mask": 0.22468998469412327, "loss_rpn_cls": 0.032542907167226076, "loss_rpn_loc": 0.07122672908008099, "lr": 0.0001, "mask_rcnn/accuracy": 0.8962481147730803, "mask_rcnn/false_negative": 0.09219801610550464, "mask_rcnn/false_positive": 0.13007997186514086, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9829655778594315, "total_loss": 0.6701522954972461}
{"data_time": 0.018941234797239304, "eta_seconds": 64976.12341186032, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.29345517387862285, "fast_rcnn/fg_cls_accuracy": 0.6997142250284809, "iteration": 204899, "loss_box_reg": 0.21145063173025846, "loss_cls": 0.18232683558017015, "loss_mask": 0.23333610408008099, "loss_rpn_cls": 0.03421962750144303, "loss_rpn_loc": 0.08903345838189125, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974938713537983, "mask_rcnn/false_negative": 0.09409274974720053, "mask_rcnn/false_positive": 0.10334883035018207, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9852085979655385, "total_loss": 0.7661251886747777}
{"data_time": 0.01453068247064948, "eta_seconds": 64892.82282771543, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25503266986441064, "fast_rcnn/fg_cls_accuracy": 0.7293652638921182, "iteration": 204919, "loss_box_reg": 0.20695623336359859, "loss_cls": 0.16406358452513814, "loss_mask": 0.2380847968161106, "loss_rpn_cls": 0.031655878061428666, "loss_rpn_loc": 0.059967672801576555, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074075700514319, "mask_rcnn/false_negative": 0.07595705469475905, "mask_rcnn/false_positive": 0.11060754820729354, "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": 0.9860188718885183, "total_loss": 0.7257522258441895}
{"data_time": 0.02509535336866975, "eta_seconds": 64858.72476148419, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2942553191489362, "fast_rcnn/fg_cls_accuracy": 0.6723234356213079, "iteration": 204939, "loss_box_reg": 0.2003055652603507, "loss_cls": 0.15787587501108646, "loss_mask": 0.22791389003396034, "loss_rpn_cls": 0.028825935092754662, "loss_rpn_loc": 0.06180713977664709, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925408350153248, "mask_rcnn/false_negative": 0.08820668817362401, "mask_rcnn/false_positive": 0.1196570365923243, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9942762707360089, "total_loss": 0.6626883862772956}
{"data_time": 0.015296014491468668, "eta_seconds": 64862.23210584372, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2424949698189135, "fast_rcnn/fg_cls_accuracy": 0.6899402889830895, "iteration": 204959, "loss_box_reg": 0.22630642261356115, "loss_cls": 0.19153994135558605, "loss_mask": 0.22891598381102085, "loss_rpn_cls": 0.0350674435030669, "loss_rpn_loc": 0.08627197425812483, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974007682500615, "mask_rcnn/false_negative": 0.08256814516687917, "mask_rcnn/false_positive": 0.1083805089961584, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.036078997887671, "total_loss": 0.7901403771247715}
{"data_time": 0.017616063356399536, "eta_seconds": 64842.28677001782, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.21623046165030899, "fast_rcnn/fg_cls_accuracy": 0.7588402756967336, "iteration": 204979, "loss_box_reg": 0.20225379336625338, "loss_cls": 0.15862195193767548, "loss_mask": 0.23103738576173782, "loss_rpn_cls": 0.027146724169142544, "loss_rpn_loc": 0.06364248372847214, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034161748323023, "mask_rcnn/false_negative": 0.08529448916296795, "mask_rcnn/false_positive": 0.10600794972453023, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9820011113770306, "total_loss": 0.6962551252217963}
{"data_time": 0.014889512676745653, "eta_seconds": 64862.1148057282, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.29012691302724897, "fast_rcnn/fg_cls_accuracy": 0.6737986270022883, "iteration": 204999, "loss_box_reg": 0.20368551835417747, "loss_cls": 0.17846588976681232, "loss_mask": 0.23038361594080925, "loss_rpn_cls": 0.025984965381212533, "loss_rpn_loc": 0.06335408543236554, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069951930220809, "mask_rcnn/false_negative": 0.07338503752084197, "mask_rcnn/false_positive": 0.10547311208420045, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0431528487242758, "total_loss": 0.7271840885514393}
{"data_time": 0.01597114559262991, "eta_seconds": 64878.81518756971, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.30601092896174864, "fast_rcnn/fg_cls_accuracy": 0.6592592592592592, "iteration": 205019, "loss_box_reg": 0.20389250107109547, "loss_cls": 0.17559795267879963, "loss_mask": 0.23384087719023228, "loss_rpn_cls": 0.030380223412066698, "loss_rpn_loc": 0.0801425741519779, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014997889933073, "mask_rcnn/false_negative": 0.07991042187185876, "mask_rcnn/false_positive": 0.11092616676816464, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.003234715666622, "total_loss": 0.7104950898210518}
{"data_time": 0.014207915868610144, "eta_seconds": 64889.85267832875, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.319106236838758, "fast_rcnn/fg_cls_accuracy": 0.6795968904770862, "iteration": 205039, "loss_box_reg": 0.20589848048985004, "loss_cls": 0.16543005872517824, "loss_mask": 0.2408375982195139, "loss_rpn_cls": 0.03288404841441661, "loss_rpn_loc": 0.08432276593521237, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879018653249715, "mask_rcnn/false_negative": 0.09029086108974355, "mask_rcnn/false_positive": 0.12593244621005334, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9984616972506046, "total_loss": 0.7596365377539769}
{"data_time": 0.02146146586164832, "eta_seconds": 64838.87747431174, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31135495110711475, "fast_rcnn/fg_cls_accuracy": 0.6760475423045931, "iteration": 205059, "loss_box_reg": 0.2155854543671012, "loss_cls": 0.18019797559827566, "loss_mask": 0.24624057859182358, "loss_rpn_cls": 0.03266717417864129, "loss_rpn_loc": 0.07808340154588223, "lr": 0.0001, "mask_rcnn/accuracy": 0.896371203271028, "mask_rcnn/false_negative": 0.10659825730720737, "mask_rcnn/false_positive": 0.11095461913266494, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9936215039342642, "total_loss": 0.7599874386796728}
{"data_time": 0.01465741591528058, "eta_seconds": 64813.777737133205, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31251360647886095, "fast_rcnn/fg_cls_accuracy": 0.668230504637088, "iteration": 205079, "loss_box_reg": 0.21111226826906204, "loss_cls": 0.17854176694527268, "loss_mask": 0.2536275517195463, "loss_rpn_cls": 0.029293395928107202, "loss_rpn_loc": 0.06530313403345644, "lr": 0.0001, "mask_rcnn/accuracy": 0.8982729177370596, "mask_rcnn/false_negative": 0.09562198133552738, "mask_rcnn/false_positive": 0.12272377057920257, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9809741349890828, "total_loss": 0.7617833946133032}
{"data_time": 0.014971560332924128, "eta_seconds": 64713.34052733146, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.27190170940170943, "fast_rcnn/fg_cls_accuracy": 0.6925347222222222, "iteration": 205099, "loss_box_reg": 0.22450784873217344, "loss_cls": 0.18634565733373165, "loss_mask": 0.23809197172522545, "loss_rpn_cls": 0.03841256152372807, "loss_rpn_loc": 0.0703132872004062, "lr": 0.0001, "mask_rcnn/accuracy": 0.8951956280870697, "mask_rcnn/false_negative": 0.08484822857937811, "mask_rcnn/false_positive": 0.11796748762394202, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9649090711027384, "total_loss": 0.7777878787601367}
{"data_time": 0.01634668791666627, "eta_seconds": 64693.398049511015, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29081017637355666, "fast_rcnn/fg_cls_accuracy": 0.6672648796001817, "iteration": 205119, "loss_box_reg": 0.22271947748959064, "loss_cls": 0.18386528082191944, "loss_mask": 0.23515563644468784, "loss_rpn_cls": 0.03778948960825801, "loss_rpn_loc": 0.07501890510320663, "lr": 0.0001, "mask_rcnn/accuracy": 0.9168194531911125, "mask_rcnn/false_negative": 0.07994455317008345, "mask_rcnn/false_positive": 0.09749278541710998, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.000131644308567, "total_loss": 0.7815183697384782}
{"data_time": 0.015102818608283997, "eta_seconds": 64735.026498371735, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2900685173412446, "fast_rcnn/fg_cls_accuracy": 0.6733377487257753, "iteration": 205139, "loss_box_reg": 0.21755247376859188, "loss_cls": 0.164927139878273, "loss_mask": 0.22067024186253548, "loss_rpn_cls": 0.027999611804261804, "loss_rpn_loc": 0.06523695914074779, "lr": 0.0001, "mask_rcnn/accuracy": 0.8990151307292793, "mask_rcnn/false_negative": 0.08840941694329954, "mask_rcnn/false_positive": 0.10952825252417635, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0160609693266451, "total_loss": 0.7014895819593221}
{"data_time": 0.015884227119386196, "eta_seconds": 64681.10926838592, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2716379158000625, "fast_rcnn/fg_cls_accuracy": 0.7056069129629021, "iteration": 205159, "loss_box_reg": 0.21622885018587112, "loss_cls": 0.16358077712357044, "loss_mask": 0.22742554917931557, "loss_rpn_cls": 0.033692624303512275, "loss_rpn_loc": 0.06046124699059874, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026694662239896, "mask_rcnn/false_negative": 0.0834332145580642, "mask_rcnn/false_positive": 0.11891257757368343, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9634756552986801, "total_loss": 0.7158549341838807}
{"data_time": 0.0177271137945354, "eta_seconds": 64734.62520712055, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2561042251422042, "fast_rcnn/fg_cls_accuracy": 0.6861652161900815, "iteration": 205179, "loss_box_reg": 0.21437097154557705, "loss_cls": 0.1720061618834734, "loss_mask": 0.23919443041086197, "loss_rpn_cls": 0.035108690382912755, "loss_rpn_loc": 0.07650867477059364, "lr": 0.0001, "mask_rcnn/accuracy": 0.9051709505147114, "mask_rcnn/false_negative": 0.09761813764054991, "mask_rcnn/false_positive": 0.10352498344533237, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0354496906511486, "total_loss": 0.7428045471897349}
{"data_time": 0.021586559247225523, "eta_seconds": 64744.481502100825, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2931546334811951, "fast_rcnn/fg_cls_accuracy": 0.6732790331056226, "iteration": 205199, "loss_box_reg": 0.19315800350159407, "loss_cls": 0.16889264434576035, "loss_mask": 0.23378296568989754, "loss_rpn_cls": 0.029302655952051282, "loss_rpn_loc": 0.06732714944519103, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053548407965406, "mask_rcnn/false_negative": 0.0914754426584955, "mask_rcnn/false_positive": 0.11011360568528285, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0122877415269613, "total_loss": 0.669584693852812}
{"data_time": 0.017520741559565067, "eta_seconds": 64724.49863743968, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.27540003855793327, "fast_rcnn/fg_cls_accuracy": 0.6878007791612558, "iteration": 205219, "loss_box_reg": 0.20385125931352377, "loss_cls": 0.1579220462590456, "loss_mask": 0.23519304022192955, "loss_rpn_cls": 0.032159977592527866, "loss_rpn_loc": 0.06313966674497351, "lr": 0.0001, "mask_rcnn/accuracy": 0.8869333483827309, "mask_rcnn/false_negative": 0.0829527408115888, "mask_rcnn/false_positive": 0.12239464891819135, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9949417528696358, "total_loss": 0.6970569099939894}
{"data_time": 0.019083611201494932, "eta_seconds": 64737.47152073309, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.308259876740246, "fast_rcnn/fg_cls_accuracy": 0.6671244114709659, "iteration": 205239, "loss_box_reg": 0.2162077035754919, "loss_cls": 0.17076341295614839, "loss_mask": 0.2350957691669464, "loss_rpn_cls": 0.03742671036161482, "loss_rpn_loc": 0.06884207727853209, "lr": 0.0001, "mask_rcnn/accuracy": 0.9022261545700906, "mask_rcnn/false_negative": 0.08911626077489679, "mask_rcnn/false_positive": 0.10297019300719898, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9930156250484288, "total_loss": 0.7267280162777752}
{"data_time": 0.020441152155399323, "eta_seconds": 64731.95164882578, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2713399503722084, "fast_rcnn/fg_cls_accuracy": 0.6731443193828923, "iteration": 205259, "loss_box_reg": 0.2087268829345703, "loss_cls": 0.16584989987313747, "loss_mask": 0.21542714536190033, "loss_rpn_cls": 0.026192361721768975, "loss_rpn_loc": 0.06937002518679947, "lr": 0.0001, "mask_rcnn/accuracy": 0.9108556760615653, "mask_rcnn/false_negative": 0.08695151838148676, "mask_rcnn/false_positive": 0.10015185687052516, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0009348914027214, "total_loss": 0.7255802230210975}
{"data_time": 0.01872414257377386, "eta_seconds": 64697.15072762221, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.269926859632742, "fast_rcnn/fg_cls_accuracy": 0.7061904208323646, "iteration": 205279, "loss_box_reg": 0.20537837035953999, "loss_cls": 0.16504422388970852, "loss_mask": 0.24257303401827812, "loss_rpn_cls": 0.030693550943396986, "loss_rpn_loc": 0.07477459451183677, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977415370910269, "mask_rcnn/false_negative": 0.09174354207333445, "mask_rcnn/false_positive": 0.10771556825166793, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9853568421676755, "total_loss": 0.7186477923532948}
{"data_time": 0.015747626312077045, "eta_seconds": 64652.246547304094, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.316514262317456, "fast_rcnn/fg_cls_accuracy": 0.6427036199095023, "iteration": 205299, "loss_box_reg": 0.21841881703585386, "loss_cls": 0.16459028888493776, "loss_mask": 0.2329930029809475, "loss_rpn_cls": 0.02835628343746066, "loss_rpn_loc": 0.06575561920180917, "lr": 0.0001, "mask_rcnn/accuracy": 0.89452417747627, "mask_rcnn/false_negative": 0.093672721967474, "mask_rcnn/false_positive": 0.12639861827109966, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0180727713741362, "total_loss": 0.6902101107407361}
{"data_time": 0.01545568648725748, "eta_seconds": 64657.16484954581, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.2565042287555377, "fast_rcnn/fg_cls_accuracy": 0.7132481741989383, "iteration": 205319, "loss_box_reg": 0.19218045193701982, "loss_cls": 0.15063464548438787, "loss_mask": 0.2321861069649458, "loss_rpn_cls": 0.033107535913586617, "loss_rpn_loc": 0.0709661259315908, "lr": 0.0001, "mask_rcnn/accuracy": 0.9013633975184758, "mask_rcnn/false_negative": 0.08323261468909679, "mask_rcnn/false_positive": 0.11424598507503707, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0088456342928112, "total_loss": 0.6951380154350773}
{"data_time": 0.012831246480345726, "eta_seconds": 64631.780745983124, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3279839793706965, "fast_rcnn/fg_cls_accuracy": 0.6569418154884372, "iteration": 205339, "loss_box_reg": 0.22733351588249207, "loss_cls": 0.1761468630284071, "loss_mask": 0.24060785584151745, "loss_rpn_cls": 0.04045031557325274, "loss_rpn_loc": 0.08052970375865698, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970292522841852, "mask_rcnn/false_negative": 0.10205287053617221, "mask_rcnn/false_positive": 0.10052601296816643, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0001047919504344, "total_loss": 0.7747178194113076}
{"data_time": 0.014136524870991707, "eta_seconds": 64617.513265907764, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2385064935064935, "fast_rcnn/fg_cls_accuracy": 0.7270744612208027, "iteration": 205359, "loss_box_reg": 0.19911222346127033, "loss_cls": 0.16978786792606115, "loss_mask": 0.23258055374026299, "loss_rpn_cls": 0.027047772891819477, "loss_rpn_loc": 0.07374292309395969, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997609537235947, "mask_rcnn/false_negative": 0.10124326339532205, "mask_rcnn/false_positive": 0.09171550031864555, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9820209448225796, "total_loss": 0.7157462731702253}
{"data_time": 0.018004009034484625, "eta_seconds": 64597.1860324312, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.28794256839405774, "fast_rcnn/fg_cls_accuracy": 0.6626889419252188, "iteration": 205379, "loss_box_reg": 0.2209388604387641, "loss_cls": 0.18422067072242498, "loss_mask": 0.2338537499308586, "loss_rpn_cls": 0.03220324404537678, "loss_rpn_loc": 0.08010692149400711, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963467229136413, "mask_rcnn/false_negative": 0.08567798802890925, "mask_rcnn/false_positive": 0.11589832351636642, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0192582667805254, "total_loss": 0.7406658867257647}
{"data_time": 0.015808630734682083, "eta_seconds": 64577.193093393, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.342284759942561, "fast_rcnn/fg_cls_accuracy": 0.6245260344363177, "iteration": 205399, "loss_box_reg": 0.21408032812178135, "loss_cls": 0.17387256026268005, "loss_mask": 0.23526780121028423, "loss_rpn_cls": 0.027748499414883554, "loss_rpn_loc": 0.06795225385576487, "lr": 0.0001, "mask_rcnn/accuracy": 0.8942207464061269, "mask_rcnn/false_negative": 0.08883600460466473, "mask_rcnn/false_positive": 0.10676394916833012, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0232940600253642, "total_loss": 0.7290790433762595}
{"data_time": 0.020023278426378965, "eta_seconds": 64551.81565999985, "fast_rcnn/cls_accuracy": 0.929443359375, "fast_rcnn/false_negative": 0.30208064019698366, "fast_rcnn/fg_cls_accuracy": 0.6660624083428386, "iteration": 205419, "loss_box_reg": 0.22451482713222504, "loss_cls": 0.17607294116169214, "loss_mask": 0.22892550192773342, "loss_rpn_cls": 0.02814462670357898, "loss_rpn_loc": 0.07093512266874313, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969156893526642, "mask_rcnn/false_negative": 0.09579298085822321, "mask_rcnn/false_positive": 0.11047925388700931, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9932795511558652, "total_loss": 0.7531822181772441}
{"data_time": 0.01726518990471959, "eta_seconds": 64474.96765460819, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.26778943122226706, "fast_rcnn/fg_cls_accuracy": 0.701802888643142, "iteration": 205439, "loss_box_reg": 0.2121115680783987, "loss_cls": 0.17450076341629028, "loss_mask": 0.23729171603918076, "loss_rpn_cls": 0.027599325287155807, "loss_rpn_loc": 0.07291796780191362, "lr": 0.0001, "mask_rcnn/accuracy": 0.9069323140374265, "mask_rcnn/false_negative": 0.0982630710070748, "mask_rcnn/false_positive": 0.09446315388259555, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0072278114967048, "total_loss": 0.7315898002125323}
{"data_time": 0.020452954806387424, "eta_seconds": 64517.21427627839, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27755941332751033, "fast_rcnn/fg_cls_accuracy": 0.6915422033433818, "iteration": 205459, "loss_box_reg": 0.217975165694952, "loss_cls": 0.1893630614504218, "loss_mask": 0.23842042312026024, "loss_rpn_cls": 0.03168362029828131, "loss_rpn_loc": 0.08014135016128421, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007555303470176, "mask_rcnn/false_negative": 0.08597641986011076, "mask_rcnn/false_positive": 0.0938481807136533, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9939945358783007, "total_loss": 0.753512480907375}
{"data_time": 0.019382150378078222, "eta_seconds": 64504.068441055715, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2838651699564861, "fast_rcnn/fg_cls_accuracy": 0.6928310873386381, "iteration": 205479, "loss_box_reg": 0.2140264231711626, "loss_cls": 0.16888306383043528, "loss_mask": 0.23413021303713322, "loss_rpn_cls": 0.03162341797724366, "loss_rpn_loc": 0.069638462504372, "lr": 0.0001, "mask_rcnn/accuracy": 0.8879485074816276, "mask_rcnn/false_negative": 0.09549123699040776, "mask_rcnn/false_positive": 0.11246657279615903, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0083951489068568, "total_loss": 0.7278375732712448}
{"data_time": 0.015081406105309725, "eta_seconds": 64477.56196861155, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2828981145436842, "fast_rcnn/fg_cls_accuracy": 0.6420580082754188, "iteration": 205499, "loss_box_reg": 0.22511531226336956, "loss_cls": 0.1741550900042057, "loss_mask": 0.239265700802207, "loss_rpn_cls": 0.04306365142110735, "loss_rpn_loc": 0.08559509506449103, "lr": 0.0001, "mask_rcnn/accuracy": 0.8811606075484588, "mask_rcnn/false_negative": 0.11054530026088213, "mask_rcnn/false_positive": 0.12875285308082512, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.9628684502094984, "total_loss": 0.7535673883976415}
{"data_time": 0.014175951480865479, "eta_seconds": 64457.235459163785, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30611542820139226, "fast_rcnn/fg_cls_accuracy": 0.6938845717986077, "iteration": 205519, "loss_box_reg": 0.20161773450672626, "loss_cls": 0.16913511883467436, "loss_mask": 0.22619911842048168, "loss_rpn_cls": 0.027802729047834873, "loss_rpn_loc": 0.06123538105748594, "lr": 0.0001, "mask_rcnn/accuracy": 0.903634616288912, "mask_rcnn/false_negative": 0.0917714761783166, "mask_rcnn/false_positive": 0.10752267545701097, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9734728024341166, "total_loss": 0.7219400461763144}
{"data_time": 0.01249860692769289, "eta_seconds": 64293.76247249544, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.33817419329786824, "fast_rcnn/fg_cls_accuracy": 0.591451356695951, "iteration": 205539, "loss_box_reg": 0.20731963124126196, "loss_cls": 0.1741395266726613, "loss_mask": 0.22608770243823528, "loss_rpn_cls": 0.030141932715196162, "loss_rpn_loc": 0.0732570837426465, "lr": 0.0001, "mask_rcnn/accuracy": 0.900619391615124, "mask_rcnn/false_negative": 0.08796416083127703, "mask_rcnn/false_positive": 0.10227050085441186, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9783934610895813, "total_loss": 0.7027195973787457}
{"data_time": 0.024304645601660013, "eta_seconds": 64273.814051002264, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28046191661878317, "fast_rcnn/fg_cls_accuracy": 0.6858095924990985, "iteration": 205559, "loss_box_reg": 0.21727503091096878, "loss_cls": 0.17896975670009851, "loss_mask": 0.2410149797797203, "loss_rpn_cls": 0.02876067825127393, "loss_rpn_loc": 0.05989989673253149, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071307524426201, "mask_rcnn/false_negative": 0.0843375801550776, "mask_rcnn/false_positive": 0.09895403713904824, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0154649396426976, "total_loss": 0.7305885045789182}
{"data_time": 0.01804016251116991, "eta_seconds": 64226.41344117932, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.3528509226622434, "fast_rcnn/fg_cls_accuracy": 0.6039607874140248, "iteration": 205579, "loss_box_reg": 0.20923155173659325, "loss_cls": 0.17490413784980774, "loss_mask": 0.23291184194386005, "loss_rpn_cls": 0.036822081776335835, "loss_rpn_loc": 0.07740193320205435, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881931069130948, "mask_rcnn/false_negative": 0.1144945143845607, "mask_rcnn/false_positive": 0.11172334107161955, "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": 0.9830352771095932, "total_loss": 0.7281835128669627}
{"data_time": 0.026384130120277405, "eta_seconds": 64233.91720801592, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.32761826633852886, "fast_rcnn/fg_cls_accuracy": 0.6408991228070176, "iteration": 205599, "loss_box_reg": 0.18784973211586475, "loss_cls": 0.15326295793056488, "loss_mask": 0.2300179023295641, "loss_rpn_cls": 0.03482535691000521, "loss_rpn_loc": 0.06463582278229296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8889546224191431, "mask_rcnn/false_negative": 0.09073760591388068, "mask_rcnn/false_positive": 0.12518997925908776, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9939292804338038, "total_loss": 0.6718363368418068}
{"data_time": 0.01576579874381423, "eta_seconds": 64295.20473363809, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25315944729079337, "fast_rcnn/fg_cls_accuracy": 0.6988070175438597, "iteration": 205619, "loss_box_reg": 0.2027810588479042, "loss_cls": 0.17176466062664986, "loss_mask": 0.23408637940883636, "loss_rpn_cls": 0.03530635475181043, "loss_rpn_loc": 0.07263860572129488, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021540382110291, "mask_rcnn/false_negative": 0.08769201654760386, "mask_rcnn/false_positive": 0.1092986449064029, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9989236351102591, "total_loss": 0.7218015380203724}
{"data_time": 0.01750566903501749, "eta_seconds": 64290.72515569627, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.3439536755732129, "fast_rcnn/fg_cls_accuracy": 0.6491286939509066, "iteration": 205639, "loss_box_reg": 0.22106099873781204, "loss_cls": 0.18009068071842194, "loss_mask": 0.2359323464334011, "loss_rpn_cls": 0.03282033314462751, "loss_rpn_loc": 0.06989353580866009, "lr": 0.0001, "mask_rcnn/accuracy": 0.8931133378615321, "mask_rcnn/false_negative": 0.09861800902186763, "mask_rcnn/false_positive": 0.12799339153301542, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9997883252799511, "total_loss": 0.741442410624586}
{"data_time": 0.01745824422687292, "eta_seconds": 64266.160756526515, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3267809139784946, "fast_rcnn/fg_cls_accuracy": 0.6453049516908212, "iteration": 205659, "loss_box_reg": 0.19972762931138277, "loss_cls": 0.17315817531198263, "loss_mask": 0.22743823938071728, "loss_rpn_cls": 0.033020987757481635, "loss_rpn_loc": 0.05710743460804224, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968352417880856, "mask_rcnn/false_negative": 0.07831902871307556, "mask_rcnn/false_positive": 0.13138573456804015, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9704697332344949, "total_loss": 0.696661192458123}
{"data_time": 0.01586795086041093, "eta_seconds": 64269.67475026846, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29621073377522844, "fast_rcnn/fg_cls_accuracy": 0.6790141556304875, "iteration": 205679, "loss_box_reg": 0.20643790252506733, "loss_cls": 0.19469342939555645, "loss_mask": 0.2386915236711502, "loss_rpn_cls": 0.038418367970734835, "loss_rpn_loc": 0.06398905860260129, "lr": 0.0001, "mask_rcnn/accuracy": 0.892631821959553, "mask_rcnn/false_negative": 0.09619585662850386, "mask_rcnn/false_positive": 0.1311444145835936, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9586387956514955, "total_loss": 0.7336616746615618}
{"data_time": 0.015334648545831442, "eta_seconds": 64267.88421845995, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36041301383206703, "fast_rcnn/fg_cls_accuracy": 0.6270086451108723, "iteration": 205699, "loss_box_reg": 0.22107221744954586, "loss_cls": 0.17465261463075876, "loss_mask": 0.24618060141801834, "loss_rpn_cls": 0.03877394390292466, "loss_rpn_loc": 0.08194977417588234, "lr": 0.0001, "mask_rcnn/accuracy": 0.8860112353185522, "mask_rcnn/false_negative": 0.09882546443964739, "mask_rcnn/false_positive": 0.1361054457908503, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9859421160072088, "total_loss": 0.7474966333247721}
{"data_time": 0.01607418106868863, "eta_seconds": 64229.706047065556, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24160814965230115, "fast_rcnn/fg_cls_accuracy": 0.7528720996038483, "iteration": 205719, "loss_box_reg": 0.20210482086986303, "loss_cls": 0.16855586040765047, "loss_mask": 0.22910514753311872, "loss_rpn_cls": 0.035261641489341855, "loss_rpn_loc": 0.07173365319613367, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066933620376809, "mask_rcnn/false_negative": 0.08910589267119133, "mask_rcnn/false_positive": 0.09850306734080581, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.995974603574723, "total_loss": 0.7161091065499932}
{"data_time": 0.015466919168829918, "eta_seconds": 64178.683415316045, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2945913461538462, "fast_rcnn/fg_cls_accuracy": 0.687400066371014, "iteration": 205739, "loss_box_reg": 0.2211575862020254, "loss_cls": 0.1801511012017727, "loss_mask": 0.2387884296476841, "loss_rpn_cls": 0.036694287322461605, "loss_rpn_loc": 0.07311560423113406, "lr": 0.0001, "mask_rcnn/accuracy": 0.8932637967621033, "mask_rcnn/false_negative": 0.09475916237830562, "mask_rcnn/false_positive": 0.12123928086412479, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9577218946069479, "total_loss": 0.7537781926803291}
{"data_time": 0.01402162155136466, "eta_seconds": 64129.97068502009, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.261471414189583, "fast_rcnn/fg_cls_accuracy": 0.695948424489197, "iteration": 205759, "loss_box_reg": 0.18956139963120222, "loss_cls": 0.16087794117629528, "loss_mask": 0.222673493437469, "loss_rpn_cls": 0.033864205004647374, "loss_rpn_loc": 0.06435023481026292, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000329186000355, "mask_rcnn/false_negative": 0.08611568610115984, "mask_rcnn/false_positive": 0.10805029494687296, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9986147494055331, "total_loss": 0.7195270795491524}
{"data_time": 0.02159993350505829, "eta_seconds": 64027.93040815741, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2693002737250525, "fast_rcnn/fg_cls_accuracy": 0.6780223193486123, "iteration": 205779, "loss_box_reg": 0.202231852337718, "loss_cls": 0.17485518846660852, "loss_mask": 0.23950690403580666, "loss_rpn_cls": 0.03343308676267043, "loss_rpn_loc": 0.06561447132844478, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028586622336623, "mask_rcnn/false_negative": 0.0827098136684341, "mask_rcnn/false_positive": 0.112515733996543, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9794696080498397, "total_loss": 0.7198231466463767}
{"data_time": 0.01305686915293336, "eta_seconds": 64034.43299308419, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2604303332458672, "fast_rcnn/fg_cls_accuracy": 0.7166101613981473, "iteration": 205799, "loss_box_reg": 0.2041392708197236, "loss_cls": 0.16159524582326412, "loss_mask": 0.23129857517778873, "loss_rpn_cls": 0.028004495077766478, "loss_rpn_loc": 0.07287479285150766, "lr": 0.0001, "mask_rcnn/accuracy": 0.9118854781174863, "mask_rcnn/false_negative": 0.08792080842658895, "mask_rcnn/false_positive": 0.09668445549361673, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9936130996793509, "total_loss": 0.7089043887681328}
{"data_time": 0.022529762238264084, "eta_seconds": 64002.04210422002, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32765151515151514, "fast_rcnn/fg_cls_accuracy": 0.6345811051693404, "iteration": 205819, "loss_box_reg": 0.22662110440433025, "loss_cls": 0.17615634016692638, "loss_mask": 0.24176736921072006, "loss_rpn_cls": 0.03401469637174159, "loss_rpn_loc": 0.07617858424782753, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933202210423465, "mask_rcnn/false_negative": 0.09078057837544093, "mask_rcnn/false_positive": 0.1252024483341039, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 212.875, "rpn/num_pos_anchors": 43.125, "time": 0.978295979090035, "total_loss": 0.7473040720215067}
{"data_time": 0.014704617206007242, "eta_seconds": 63929.35025893152, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3228859433012943, "fast_rcnn/fg_cls_accuracy": 0.6264275473377169, "iteration": 205839, "loss_box_reg": 0.20397378224879503, "loss_cls": 0.1732938103377819, "loss_mask": 0.24117347411811352, "loss_rpn_cls": 0.03308205062057823, "loss_rpn_loc": 0.06537452293559909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892170562330624, "mask_rcnn/false_negative": 0.08889962546699591, "mask_rcnn/false_positive": 0.12721008433271336, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9581937091425061, "total_loss": 0.738066011108458}
{"data_time": 0.015852345619350672, "eta_seconds": 63905.760250557214, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.31147327249022166, "fast_rcnn/fg_cls_accuracy": 0.657410785959279, "iteration": 205859, "loss_box_reg": 0.22274854965507984, "loss_cls": 0.18117142468690872, "loss_mask": 0.2319147065281868, "loss_rpn_cls": 0.032205829746089876, "loss_rpn_loc": 0.07729234278667718, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963581273300545, "mask_rcnn/false_negative": 0.08830176248143959, "mask_rcnn/false_positive": 0.10822644547851404, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9933882565237582, "total_loss": 0.734680495923385}
{"data_time": 0.017679210286587477, "eta_seconds": 63945.26607112959, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.31794588155207626, "fast_rcnn/fg_cls_accuracy": 0.6322033282464936, "iteration": 205879, "loss_box_reg": 0.22356995195150375, "loss_cls": 0.19034545496106148, "loss_mask": 0.23761400021612644, "loss_rpn_cls": 0.03925355616956949, "loss_rpn_loc": 0.0808858904056251, "lr": 0.0001, "mask_rcnn/accuracy": 0.8963957321023648, "mask_rcnn/false_negative": 0.08918216860903838, "mask_rcnn/false_positive": 0.11372096266734119, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0084122447296977, "total_loss": 0.7642759279115126}
{"data_time": 0.014419673010706902, "eta_seconds": 63908.28930493444, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.33160621761658027, "fast_rcnn/fg_cls_accuracy": 0.6483872717901419, "iteration": 205899, "loss_box_reg": 0.20297161117196083, "loss_cls": 0.17251406610012054, "loss_mask": 0.24179652333259583, "loss_rpn_cls": 0.03588888351805508, "loss_rpn_loc": 0.07135007670149207, "lr": 0.0001, "mask_rcnn/accuracy": 0.9020899935807396, "mask_rcnn/false_negative": 0.10088202922647946, "mask_rcnn/false_positive": 0.09411762537032849, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9881611657328904, "total_loss": 0.7350986192468554}
{"data_time": 0.020599741954356432, "eta_seconds": 63883.2782433182, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.25817303021470905, "fast_rcnn/fg_cls_accuracy": 0.7149691552310211, "iteration": 205919, "loss_box_reg": 0.20135154016315937, "loss_cls": 0.16757818311452866, "loss_mask": 0.2326899990439415, "loss_rpn_cls": 0.02689701336203143, "loss_rpn_loc": 0.07262348872609437, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059541276662433, "mask_rcnn/false_negative": 0.08378753787526699, "mask_rcnn/false_positive": 0.1019157826049493, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.979192113969475, "total_loss": 0.7240754335653037}
{"data_time": 0.01469065947458148, "eta_seconds": 63931.66206893511, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.28210651349147253, "fast_rcnn/fg_cls_accuracy": 0.6699325470098354, "iteration": 205939, "loss_box_reg": 0.20027603395283222, "loss_cls": 0.16375947184860706, "loss_mask": 0.2395181879401207, "loss_rpn_cls": 0.027541348768863827, "loss_rpn_loc": 0.0636273876298219, "lr": 0.0001, "mask_rcnn/accuracy": 0.8925623695033867, "mask_rcnn/false_negative": 0.09316086030897405, "mask_rcnn/false_positive": 0.12014126388812946, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0229948423802853, "total_loss": 0.6946556527400389}
{"data_time": 0.01828384678810835, "eta_seconds": 63809.781648721546, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.30026498422712933, "fast_rcnn/fg_cls_accuracy": 0.6638309221841057, "iteration": 205959, "loss_box_reg": 0.21133977733552456, "loss_cls": 0.1758572170510888, "loss_mask": 0.23659719713032246, "loss_rpn_cls": 0.03304541949182749, "loss_rpn_loc": 0.07180867483839393, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947346705637522, "mask_rcnn/false_negative": 0.09285679822586182, "mask_rcnn/false_positive": 0.11744677049190305, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9673095415346324, "total_loss": 0.7428255305276252}
{"data_time": 0.015100549440830946, "eta_seconds": 63823.46243971959, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.27353562457182, "fast_rcnn/fg_cls_accuracy": 0.6766700958014531, "iteration": 205979, "loss_box_reg": 0.19231831189244986, "loss_cls": 0.15815474558621645, "loss_mask": 0.2298295283690095, "loss_rpn_cls": 0.03422061650780961, "loss_rpn_loc": 0.07034915639087558, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011321431801931, "mask_rcnn/false_negative": 0.08612000897241202, "mask_rcnn/false_positive": 0.1171669712351865, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9910411923192441, "total_loss": 0.7064910758053884}
{"data_time": 0.02650353778153658, "eta_seconds": 63766.27153158188, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.29750035607463327, "fast_rcnn/fg_cls_accuracy": 0.6483430091920659, "iteration": 205999, "loss_box_reg": 0.2060243347659707, "loss_cls": 0.17477883864194155, "loss_mask": 0.23812690749764442, "loss_rpn_cls": 0.03691384720150381, "loss_rpn_loc": 0.06841241254005581, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007187305629555, "mask_rcnn/false_negative": 0.08663023853094806, "mask_rcnn/false_positive": 0.11331297776007614, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.02520951628685, "total_loss": 0.7416821367805824}
{"data_time": 0.02043249225243926, "eta_seconds": 63725.630922522396, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2558524637024041, "fast_rcnn/fg_cls_accuracy": 0.7150990448407284, "iteration": 206019, "loss_box_reg": 0.23070514760911465, "loss_cls": 0.1901067951694131, "loss_mask": 0.23998937010765076, "loss_rpn_cls": 0.03326298110187054, "loss_rpn_loc": 0.07451053441036493, "lr": 0.0001, "mask_rcnn/accuracy": 0.9040821754233608, "mask_rcnn/false_negative": 0.08734806176661541, "mask_rcnn/false_positive": 0.11071890386950413, "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": 1.0009950953535736, "total_loss": 0.7520975926017854}
{"data_time": 0.016581567469984293, "eta_seconds": 63705.7104377076, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23874943464495704, "fast_rcnn/fg_cls_accuracy": 0.705968352253182, "iteration": 206039, "loss_box_reg": 0.1970375021919608, "loss_cls": 0.16956528183072805, "loss_mask": 0.22263422794640064, "loss_rpn_cls": 0.0265918476798106, "loss_rpn_loc": 0.06177176581695676, "lr": 0.0001, "mask_rcnn/accuracy": 0.9018502820382812, "mask_rcnn/false_negative": 0.09084765216310631, "mask_rcnn/false_positive": 0.10781934329358026, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9925447716377676, "total_loss": 0.665474334731698}
{"data_time": 0.01562570407986641, "eta_seconds": 63665.074158152565, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2924537200801792, "fast_rcnn/fg_cls_accuracy": 0.6752560946557611, "iteration": 206059, "loss_box_reg": 0.21205236203968525, "loss_cls": 0.1731654889881611, "loss_mask": 0.22983884066343307, "loss_rpn_cls": 0.029452901682816446, "loss_rpn_loc": 0.06284579203929752, "lr": 0.0001, "mask_rcnn/accuracy": 0.9038509411392606, "mask_rcnn/false_negative": 0.08637411508275905, "mask_rcnn/false_positive": 0.11200726299677512, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9890217171050608, "total_loss": 0.7238249473739415}
{"data_time": 0.02022190159186721, "eta_seconds": 63690.213038511574, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2713628259878105, "fast_rcnn/fg_cls_accuracy": 0.7186414708886619, "iteration": 206079, "loss_box_reg": 0.23499595001339912, "loss_cls": 0.18019537441432476, "loss_mask": 0.24357419833540916, "loss_rpn_cls": 0.03390292462427169, "loss_rpn_loc": 0.07724060153122991, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973478098068113, "mask_rcnn/false_negative": 0.1007398365796181, "mask_rcnn/false_positive": 0.10008279503321388, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0094088455662131, "total_loss": 0.7487335327314213}
{"data_time": 0.016998561564832926, "eta_seconds": 63703.83083252236, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2866421568627451, "fast_rcnn/fg_cls_accuracy": 0.6709892440539312, "iteration": 206099, "loss_box_reg": 0.18437087908387184, "loss_cls": 0.1507174875587225, "loss_mask": 0.22031443007290363, "loss_rpn_cls": 0.029984495602548122, "loss_rpn_loc": 0.06418729946017265, "lr": 0.0001, "mask_rcnn/accuracy": 0.9011485002272384, "mask_rcnn/false_negative": 0.09479902653702744, "mask_rcnn/false_positive": 0.10417170197314347, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9806140903383493, "total_loss": 0.6651233672746457}
{"data_time": 0.015213839709758759, "eta_seconds": 63683.892231322825, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2943158953722334, "fast_rcnn/fg_cls_accuracy": 0.6671145685997171, "iteration": 206119, "loss_box_reg": 0.20395834930241108, "loss_cls": 0.1668050531297922, "loss_mask": 0.23190989345312119, "loss_rpn_cls": 0.03157222334994003, "loss_rpn_loc": 0.06726755469571799, "lr": 0.0001, "mask_rcnn/accuracy": 0.898463263675398, "mask_rcnn/false_negative": 0.08971370019651298, "mask_rcnn/false_positive": 0.11430357528755505, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0043874448165298, "total_loss": 0.720668287598528}
{"data_time": 0.014426670502871275, "eta_seconds": 63594.078065929934, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2467718977174521, "fast_rcnn/fg_cls_accuracy": 0.7396675308830258, "iteration": 206139, "loss_box_reg": 0.19428595714271069, "loss_cls": 0.1564879324287176, "loss_mask": 0.2269710898399353, "loss_rpn_cls": 0.033773918490624055, "loss_rpn_loc": 0.06603435194119811, "lr": 0.0001, "mask_rcnn/accuracy": 0.911497067837666, "mask_rcnn/false_negative": 0.07827587277924808, "mask_rcnn/false_positive": 0.0944449977806261, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9627178241498768, "total_loss": 0.6823130948469043}
{"data_time": 0.02093640249222517, "eta_seconds": 63610.50063170493, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.258882806234527, "fast_rcnn/fg_cls_accuracy": 0.6910501470360626, "iteration": 206159, "loss_box_reg": 0.21053716726601124, "loss_cls": 0.17396741267293692, "loss_mask": 0.23439853452146053, "loss_rpn_cls": 0.030646549654193223, "loss_rpn_loc": 0.06589385843835771, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986578324503847, "mask_rcnn/false_negative": 0.08448214581767227, "mask_rcnn/false_positive": 0.11164858051565374, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9941907217726111, "total_loss": 0.7148195671616122}
{"data_time": 0.01189950155094266, "eta_seconds": 63545.5901278276, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.28449536811311554, "fast_rcnn/fg_cls_accuracy": 0.6899387338325391, "iteration": 206179, "loss_box_reg": 0.2054453343153, "loss_cls": 0.16441161278635263, "loss_mask": 0.23664036206901073, "loss_rpn_cls": 0.03891656280029565, "loss_rpn_loc": 0.07773645129054785, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972763783031641, "mask_rcnn/false_negative": 0.09917093372454747, "mask_rcnn/false_positive": 0.09475675606641644, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9650156898424029, "total_loss": 0.7401580703444779}
{"data_time": 0.012000896502286196, "eta_seconds": 63456.960637681186, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23376710878395288, "fast_rcnn/fg_cls_accuracy": 0.741544266271392, "iteration": 206199, "loss_box_reg": 0.200982965528965, "loss_cls": 0.1500009512528777, "loss_mask": 0.22688685543835163, "loss_rpn_cls": 0.036614073207601905, "loss_rpn_loc": 0.07144111883826554, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101030407807722, "mask_rcnn/false_negative": 0.07547788742048031, "mask_rcnn/false_positive": 0.10304147627683835, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9902582969516516, "total_loss": 0.6946355697000399}
{"data_time": 0.0156995658762753, "eta_seconds": 63414.85299230553, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3173745173745174, "fast_rcnn/fg_cls_accuracy": 0.6397451809822944, "iteration": 206219, "loss_box_reg": 0.21352773904800415, "loss_cls": 0.1815264681354165, "loss_mask": 0.2251410111784935, "loss_rpn_cls": 0.033329368103295565, "loss_rpn_loc": 0.07739871484227479, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026898124623329, "mask_rcnn/false_negative": 0.08694419117602374, "mask_rcnn/false_positive": 0.10574546237646743, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9792040111497045, "total_loss": 0.7299666671315208}
{"data_time": 0.016114644706249237, "eta_seconds": 63394.9674943462, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.29294107174648387, "fast_rcnn/fg_cls_accuracy": 0.6523999115239991, "iteration": 206239, "loss_box_reg": 0.2152167009189725, "loss_cls": 0.17912040743976831, "loss_mask": 0.237105842679739, "loss_rpn_cls": 0.03400561946909875, "loss_rpn_loc": 0.08544020494446158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903732788367734, "mask_rcnn/false_negative": 0.09221437229612531, "mask_rcnn/false_positive": 0.1169385070531867, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.994765114504844, "total_loss": 0.778081520460546}
{"data_time": 0.016105198301374912, "eta_seconds": 63381.857958734035, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2919365940561989, "fast_rcnn/fg_cls_accuracy": 0.6773375373034479, "iteration": 206259, "loss_box_reg": 0.20954927057027817, "loss_cls": 0.17693477822467685, "loss_mask": 0.23109719902276993, "loss_rpn_cls": 0.030307330889627337, "loss_rpn_loc": 0.06705392349977046, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987011119135629, "mask_rcnn/false_negative": 0.0933111074536998, "mask_rcnn/false_positive": 0.11219632670642136, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0253531401976943, "total_loss": 0.7139051695121452}
{"data_time": 0.020686990581452847, "eta_seconds": 63436.42378265038, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24564068200431838, "fast_rcnn/fg_cls_accuracy": 0.697412450044029, "iteration": 206279, "loss_box_reg": 0.23181090224534273, "loss_cls": 0.1817128024995327, "loss_mask": 0.24215831607580185, "loss_rpn_cls": 0.03425674885511398, "loss_rpn_loc": 0.08957686275243759, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030717364029738, "mask_rcnn/false_negative": 0.08241225683850852, "mask_rcnn/false_positive": 0.10701868758577765, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.019877121783793, "total_loss": 0.7808171946671791}
{"data_time": 0.018097094260156155, "eta_seconds": 63416.51278962381, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.36811836081102417, "fast_rcnn/fg_cls_accuracy": 0.6132567455218805, "iteration": 206299, "loss_box_reg": 0.2149882297962904, "loss_cls": 0.1743235606700182, "loss_mask": 0.23094183020293713, "loss_rpn_cls": 0.02780862382496707, "loss_rpn_loc": 0.07057819096371531, "lr": 0.0001, "mask_rcnn/accuracy": 0.8941443260770217, "mask_rcnn/false_negative": 0.09020365714717984, "mask_rcnn/false_positive": 0.12773770271875762, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0068397750146687, "total_loss": 0.7236336963251233}
{"data_time": 0.019408914260566235, "eta_seconds": 63395.49810037017, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2977450529222273, "fast_rcnn/fg_cls_accuracy": 0.6922939068100358, "iteration": 206319, "loss_box_reg": 0.2066670749336481, "loss_cls": 0.16399312485009432, "loss_mask": 0.22950208000838757, "loss_rpn_cls": 0.030422625364735723, "loss_rpn_loc": 0.05854077643016353, "lr": 0.0001, "mask_rcnn/accuracy": 0.8933914732847308, "mask_rcnn/false_negative": 0.09303414312851375, "mask_rcnn/false_positive": 0.113238597220734, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9949767687357962, "total_loss": 0.6929785214597359}
{"data_time": 0.013779382687062025, "eta_seconds": 63362.51996484585, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.26740381157856885, "fast_rcnn/fg_cls_accuracy": 0.7133178556352892, "iteration": 206339, "loss_box_reg": 0.21586196031421423, "loss_cls": 0.17171913012862206, "loss_mask": 0.2264884151518345, "loss_rpn_cls": 0.024880960787413642, "loss_rpn_loc": 0.060160956461913884, "lr": 0.0001, "mask_rcnn/accuracy": 0.9061205163883735, "mask_rcnn/false_negative": 0.08231191239611328, "mask_rcnn/false_positive": 0.10251160281244728, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9997126241214573, "total_loss": 0.6868047708412632}
{"data_time": 0.018235289491713047, "eta_seconds": 63321.335305627435, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.3111049621840989, "fast_rcnn/fg_cls_accuracy": 0.6782967032967033, "iteration": 206359, "loss_box_reg": 0.20966223254799843, "loss_cls": 0.16985582886263728, "loss_mask": 0.23218120448291302, "loss_rpn_cls": 0.028025668230839074, "loss_rpn_loc": 0.07390016177669168, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039505600219886, "mask_rcnn/false_negative": 0.0870245151101757, "mask_rcnn/false_positive": 0.09768739551384756, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.973003625869751, "total_loss": 0.7163084076019004}
{"data_time": 0.01478005200624466, "eta_seconds": 63301.43545166589, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2674325897341859, "fast_rcnn/fg_cls_accuracy": 0.7072241063657372, "iteration": 206379, "loss_box_reg": 0.21277847979217768, "loss_cls": 0.18474368005990982, "loss_mask": 0.23386618681252003, "loss_rpn_cls": 0.03470919161918573, "loss_rpn_loc": 0.07188668381422758, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026964747711876, "mask_rcnn/false_negative": 0.08642267265696123, "mask_rcnn/false_positive": 0.10489095764587691, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0096928742714226, "total_loss": 0.7422693531843834}
{"data_time": 0.022288329899311066, "eta_seconds": 63240.32201003283, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2778064516129032, "fast_rcnn/fg_cls_accuracy": 0.6745642701525054, "iteration": 206399, "loss_box_reg": 0.23495015688240528, "loss_cls": 0.1898338794708252, "loss_mask": 0.23325655423104763, "loss_rpn_cls": 0.03209249395877123, "loss_rpn_loc": 0.048952097771689296, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970400826997466, "mask_rcnn/false_negative": 0.08615274285180502, "mask_rcnn/false_positive": 0.11335104564974556, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9827723731286824, "total_loss": 0.7602873933501542}
{"data_time": 0.013420659117400646, "eta_seconds": 63220.435116318986, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30484493657460443, "fast_rcnn/fg_cls_accuracy": 0.6528382193268187, "iteration": 206419, "loss_box_reg": 0.2207769677042961, "loss_cls": 0.18031590059399605, "loss_mask": 0.2531112879514694, "loss_rpn_cls": 0.030356675619259477, "loss_rpn_loc": 0.05736690713092685, "lr": 0.0001, "mask_rcnn/accuracy": 0.896447719665461, "mask_rcnn/false_negative": 0.0957767948860143, "mask_rcnn/false_positive": 0.09494236168627423, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.99401715118438, "total_loss": 0.738337867311202}
{"data_time": 0.016595341730862856, "eta_seconds": 63194.40933056176, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.3207119817854094, "fast_rcnn/fg_cls_accuracy": 0.6370889646751716, "iteration": 206439, "loss_box_reg": 0.22509371768683195, "loss_cls": 0.20484002120792866, "loss_mask": 0.25382357463240623, "loss_rpn_cls": 0.039222823397722095, "loss_rpn_loc": 0.08400649391114712, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992068590387728, "mask_rcnn/false_negative": 0.09910280850760121, "mask_rcnn/false_positive": 0.11772123585294887, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9902909463271499, "total_loss": 0.7938738141674548}
{"data_time": 0.018358275294303894, "eta_seconds": 63253.127541979775, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3155800667874852, "fast_rcnn/fg_cls_accuracy": 0.6520997333671914, "iteration": 206459, "loss_box_reg": 0.20338827185332775, "loss_cls": 0.1718132933601737, "loss_mask": 0.24090032279491425, "loss_rpn_cls": 0.03405322600156069, "loss_rpn_loc": 0.07720688683912158, "lr": 0.0001, "mask_rcnn/accuracy": 0.8998482893974212, "mask_rcnn/false_negative": 0.08356733403883723, "mask_rcnn/false_positive": 0.1229764054782332, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.04775212937966, "total_loss": 0.7344699015375227}
{"data_time": 0.017614805605262518, "eta_seconds": 63248.9614533633, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.3100847230594066, "fast_rcnn/fg_cls_accuracy": 0.6632720891276024, "iteration": 206479, "loss_box_reg": 0.19394464790821075, "loss_cls": 0.16248725447803736, "loss_mask": 0.22872699238359928, "loss_rpn_cls": 0.02821196155855432, "loss_rpn_loc": 0.06793362682219595, "lr": 0.0001, "mask_rcnn/accuracy": 0.9014552335757754, "mask_rcnn/false_negative": 0.07867255371720511, "mask_rcnn/false_positive": 0.1229592785060202, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.0130370338447392, "total_loss": 0.7124922160292044}
{"data_time": 0.027354302816092968, "eta_seconds": 63268.097535241395, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.27915602169333514, "fast_rcnn/fg_cls_accuracy": 0.7148379723006588, "iteration": 206499, "loss_box_reg": 0.22380302101373672, "loss_cls": 0.17288155015558004, "loss_mask": 0.24414686858654022, "loss_rpn_cls": 0.03183097834698856, "loss_rpn_loc": 0.07001573499292135, "lr": 0.0001, "mask_rcnn/accuracy": 0.9027645825246808, "mask_rcnn/false_negative": 0.08461116909595395, "mask_rcnn/false_positive": 0.10345952181001529, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0090186186134815, "total_loss": 0.7740435626474209}
{"data_time": 0.014033454470336437, "eta_seconds": 63254.14675667882, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26694863182041617, "fast_rcnn/fg_cls_accuracy": 0.7019896193771626, "iteration": 206519, "loss_box_reg": 0.2017255611717701, "loss_cls": 0.16386555694043636, "loss_mask": 0.23564953356981277, "loss_rpn_cls": 0.027102838503196836, "loss_rpn_loc": 0.06391118839383125, "lr": 0.0001, "mask_rcnn/accuracy": 0.9030127066351236, "mask_rcnn/false_negative": 0.0851773782466182, "mask_rcnn/false_positive": 0.12099241191326003, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0004329630173743, "total_loss": 0.6900273286737502}
{"data_time": 0.015143109485507011, "eta_seconds": 63231.86669937335, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.306639175257732, "fast_rcnn/fg_cls_accuracy": 0.6312702146427521, "iteration": 206539, "loss_box_reg": 0.22001130878925323, "loss_cls": 0.17325904872268438, "loss_mask": 0.2321460172533989, "loss_rpn_cls": 0.037033141823485494, "loss_rpn_loc": 0.07067892048507929, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972228632847985, "mask_rcnn/false_negative": 0.08220687954298977, "mask_rcnn/false_positive": 0.11742005545321578, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9687821241095662, "total_loss": 0.7492382380296476}
{"data_time": 0.020021990407258272, "eta_seconds": 63217.649186477065, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2908456486042693, "fast_rcnn/fg_cls_accuracy": 0.6971944681369562, "iteration": 206559, "loss_box_reg": 0.21994683984667063, "loss_cls": 0.18137577548623085, "loss_mask": 0.2444649077951908, "loss_rpn_cls": 0.029700121114728972, "loss_rpn_loc": 0.06649012048728764, "lr": 0.0001, "mask_rcnn/accuracy": 0.8871007827865894, "mask_rcnn/false_negative": 0.09412271846245895, "mask_rcnn/false_positive": 0.11995038122347414, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0545660387724638, "total_loss": 0.7479698937968351}
{"data_time": 0.02176027838140726, "eta_seconds": 63210.637364974245, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2866976744186046, "fast_rcnn/fg_cls_accuracy": 0.6824255319148936, "iteration": 206579, "loss_box_reg": 0.2089772578328848, "loss_cls": 0.1761625688523054, "loss_mask": 0.24275283701717854, "loss_rpn_cls": 0.033273967215791345, "loss_rpn_loc": 0.067400973290205, "lr": 0.0001, "mask_rcnn/accuracy": 0.896615567888412, "mask_rcnn/false_negative": 0.09659831177004308, "mask_rcnn/false_positive": 0.10492535349104015, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9970909366384149, "total_loss": 0.7486498798243701}
{"data_time": 0.017495758831501007, "eta_seconds": 63203.48947299644, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.3023647186147186, "fast_rcnn/fg_cls_accuracy": 0.6597117794486216, "iteration": 206599, "loss_box_reg": 0.2142158690840006, "loss_cls": 0.1861903015524149, "loss_mask": 0.23285525478422642, "loss_rpn_cls": 0.03581124416086823, "loss_rpn_loc": 0.07425862329546362, "lr": 0.0001, "mask_rcnn/accuracy": 0.9005286397460198, "mask_rcnn/false_negative": 0.08680440078961442, "mask_rcnn/false_positive": 0.12202578498545083, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0055855023674667, "total_loss": 0.7638309460598975}
{"data_time": 0.022107689641416073, "eta_seconds": 63183.55146369897, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27484720100013893, "fast_rcnn/fg_cls_accuracy": 0.7103049535158161, "iteration": 206619, "loss_box_reg": 0.22561626695096493, "loss_cls": 0.1845977483317256, "loss_mask": 0.23876244202256203, "loss_rpn_cls": 0.03737416956573725, "loss_rpn_loc": 0.06402419588994235, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992017018397387, "mask_rcnn/false_negative": 0.08161567647631596, "mask_rcnn/false_positive": 0.11161251496458494, "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": 1.0246460400521755, "total_loss": 0.7276341237593442}
{"data_time": 0.01940891658887267, "eta_seconds": 63163.61345440149, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26979758655151326, "fast_rcnn/fg_cls_accuracy": 0.7004375917242367, "iteration": 206639, "loss_box_reg": 0.2148181851953268, "loss_cls": 0.17519817408174276, "loss_mask": 0.2292635180056095, "loss_rpn_cls": 0.03315326408483088, "loss_rpn_loc": 0.07189638679847121, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974417638285013, "mask_rcnn/false_negative": 0.08875240930555905, "mask_rcnn/false_positive": 0.09922536326293675, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0095536052249372, "total_loss": 0.7343123685568571}
{"data_time": 0.016538319177925587, "eta_seconds": 63145.54999893531, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.26411123079399274, "fast_rcnn/fg_cls_accuracy": 0.6976612599019238, "iteration": 206659, "loss_box_reg": 0.2081012800335884, "loss_cls": 0.15770170651376247, "loss_mask": 0.23075897246599197, "loss_rpn_cls": 0.03085515310522169, "loss_rpn_loc": 0.07079225743655115, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039569048963458, "mask_rcnn/false_negative": 0.08392390516312584, "mask_rcnn/false_positive": 0.11271779067694288, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9936402277089655, "total_loss": 0.6836755834519863}
{"data_time": 0.022233336232602596, "eta_seconds": 63125.611397735775, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2947949191030372, "fast_rcnn/fg_cls_accuracy": 0.6549765909485001, "iteration": 206679, "loss_box_reg": 0.19247322529554367, "loss_cls": 0.17043188447132707, "loss_mask": 0.2378563154488802, "loss_rpn_cls": 0.030849922681227326, "loss_rpn_loc": 0.06146536231972277, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034903494215412, "mask_rcnn/false_negative": 0.09992784178913319, "mask_rcnn/false_positive": 0.10058928747426543, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.9919867971912026, "total_loss": 0.6917732915026136}
{"data_time": 0.017537947744131088, "eta_seconds": 63103.79942650907, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.26905419440117073, "fast_rcnn/fg_cls_accuracy": 0.6717814868998537, "iteration": 206699, "loss_box_reg": 0.2201956557109952, "loss_cls": 0.1782741667702794, "loss_mask": 0.23202256299555302, "loss_rpn_cls": 0.0281654727878049, "loss_rpn_loc": 0.06369678443297744, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007468617431023, "mask_rcnn/false_negative": 0.08440914349643437, "mask_rcnn/false_positive": 0.1131282290418254, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9929745877161622, "total_loss": 0.7587158794049174}
{"data_time": 0.01489501865580678, "eta_seconds": 63085.64877036959, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.27000816659861165, "fast_rcnn/fg_cls_accuracy": 0.690242660783981, "iteration": 206719, "loss_box_reg": 0.2393362633883953, "loss_cls": 0.17823013477027416, "loss_mask": 0.24081669561564922, "loss_rpn_cls": 0.0325694028288126, "loss_rpn_loc": 0.09090285049751401, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075191482578351, "mask_rcnn/false_negative": 0.08756694074396806, "mask_rcnn/false_positive": 0.09237953589288082, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.985491631552577, "total_loss": 0.7874154368182644}
{"data_time": 0.02013937896117568, "eta_seconds": 63066.172211254016, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6532634032634033, "iteration": 206739, "loss_box_reg": 0.1971953697502613, "loss_cls": 0.174820969812572, "loss_mask": 0.2294618058949709, "loss_rpn_cls": 0.03409469639882445, "loss_rpn_loc": 0.0690898250322789, "lr": 0.0001, "mask_rcnn/accuracy": 0.9079376178182117, "mask_rcnn/false_negative": 0.08186897169250626, "mask_rcnn/false_positive": 0.11874834316590896, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9827900351956487, "total_loss": 0.7015685874503106}
{"data_time": 0.014448342379182577, "eta_seconds": 63044.361896663904, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2913039603077928, "fast_rcnn/fg_cls_accuracy": 0.6777736867943054, "iteration": 206759, "loss_box_reg": 0.20607939083129168, "loss_cls": 0.1669416455551982, "loss_mask": 0.23796861618757248, "loss_rpn_cls": 0.03045904985629022, "loss_rpn_loc": 0.0623969619628042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8952693644302641, "mask_rcnn/false_negative": 0.09666403506366478, "mask_rcnn/false_positive": 0.10590217122440593, "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": 0.976507693529129, "total_loss": 0.726133193296846}
{"data_time": 0.015269607305526733, "eta_seconds": 63024.42376829684, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28257642037169595, "fast_rcnn/fg_cls_accuracy": 0.6832078055460459, "iteration": 206779, "loss_box_reg": 0.2205516081303358, "loss_cls": 0.1714857704937458, "loss_mask": 0.23057276010513306, "loss_rpn_cls": 0.030345096718519926, "loss_rpn_loc": 0.08066597394645214, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017800415055213, "mask_rcnn/false_negative": 0.0848735262878603, "mask_rcnn/false_positive": 0.11622032308410787, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.986922403331846, "total_loss": 0.7465898338705301}
{"data_time": 0.01616822788491845, "eta_seconds": 62991.36363081634, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.24424582040476078, "fast_rcnn/fg_cls_accuracy": 0.7005548594952569, "iteration": 206799, "loss_box_reg": 0.2268907129764557, "loss_cls": 0.18321017920970917, "loss_mask": 0.23792215436697006, "loss_rpn_cls": 0.03074678935809061, "loss_rpn_loc": 0.07887099648360163, "lr": 0.0001, "mask_rcnn/accuracy": 0.9039939962303716, "mask_rcnn/false_negative": 0.0852319612013863, "mask_rcnn/false_positive": 0.0968512395484794, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9867887087166309, "total_loss": 0.7671203506179154}
{"data_time": 0.02215580316260457, "eta_seconds": 62996.72706076875, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2750517014476405, "fast_rcnn/fg_cls_accuracy": 0.6894374282433984, "iteration": 206819, "loss_box_reg": 0.19475285313092172, "loss_cls": 0.17513201665133238, "loss_mask": 0.23458621837198734, "loss_rpn_cls": 0.033790487330406904, "loss_rpn_loc": 0.06742577080149204, "lr": 0.0001, "mask_rcnn/accuracy": 0.8980108525444864, "mask_rcnn/false_negative": 0.09250476553003531, "mask_rcnn/false_positive": 0.09065707649666667, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.011689253617078, "total_loss": 0.7031436832621694}
{"data_time": 0.013775303028523922, "eta_seconds": 62964.60938319564, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.25413554135541355, "fast_rcnn/fg_cls_accuracy": 0.7036367043357934, "iteration": 206839, "loss_box_reg": 0.19031801912933588, "loss_cls": 0.15918563352897763, "loss_mask": 0.22856522537767887, "loss_rpn_cls": 0.030856229714117944, "loss_rpn_loc": 0.07708742038812488, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084422203046741, "mask_rcnn/false_negative": 0.08841110965077852, "mask_rcnn/false_positive": 0.10177461528057134, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9837212106212974, "total_loss": 0.6654930642980617}
{"data_time": 0.018695941660553217, "eta_seconds": 62944.67125482857, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.275400459984397, "fast_rcnn/fg_cls_accuracy": 0.6774057162185017, "iteration": 206859, "loss_box_reg": 0.20435865316540003, "loss_cls": 0.17428470496088266, "loss_mask": 0.23366649262607098, "loss_rpn_cls": 0.028369262669002637, "loss_rpn_loc": 0.06805039709433913, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056587841388486, "mask_rcnn/false_negative": 0.08578439656077258, "mask_rcnn/false_positive": 0.11212792982352424, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9914351254701614, "total_loss": 0.7178779086098075}
{"data_time": 0.02032224228605628, "eta_seconds": 62898.770754262805, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.26330827406647656, "fast_rcnn/fg_cls_accuracy": 0.709640169256113, "iteration": 206879, "loss_box_reg": 0.1938522383570671, "loss_cls": 0.14982228446751833, "loss_mask": 0.2370548788458109, "loss_rpn_cls": 0.02303894847864285, "loss_rpn_loc": 0.06117228657240048, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021029715239754, "mask_rcnn/false_negative": 0.08544627530770152, "mask_rcnn/false_positive": 0.1045008641929065, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9992418214678764, "total_loss": 0.665628645918332}
{"data_time": 0.017052493058145046, "eta_seconds": 62880.225860048085, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2870679995019655, "fast_rcnn/fg_cls_accuracy": 0.6550676254066085, "iteration": 206899, "loss_box_reg": 0.2066636085510254, "loss_cls": 0.1757291266694665, "loss_mask": 0.23130670562386513, "loss_rpn_cls": 0.03470124420709908, "loss_rpn_loc": 0.05991505738347769, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099011400776438, "mask_rcnn/false_negative": 0.08060754879211462, "mask_rcnn/false_positive": 0.09699070663733314, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9991016467101872, "total_loss": 0.7182833973784}
{"data_time": 0.01733473315834999, "eta_seconds": 62921.28572227433, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.3036928017126037, "fast_rcnn/fg_cls_accuracy": 0.6493355481727575, "iteration": 206919, "loss_box_reg": 0.20267067477107048, "loss_cls": 0.16758878249675035, "loss_mask": 0.2336265742778778, "loss_rpn_cls": 0.028912046691402793, "loss_rpn_loc": 0.06244700949173421, "lr": 0.0001, "mask_rcnn/accuracy": 0.8896235248943094, "mask_rcnn/false_negative": 0.0954232720327936, "mask_rcnn/false_positive": 0.1312673022847495, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0408538496121764, "total_loss": 0.701572626363486}
{"data_time": 0.013502930290997028, "eta_seconds": 62864.91874136031, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26283068783068786, "fast_rcnn/fg_cls_accuracy": 0.722126245847176, "iteration": 206939, "loss_box_reg": 0.18830236606299877, "loss_cls": 0.1533845318481326, "loss_mask": 0.23365385457873344, "loss_rpn_cls": 0.02424152649473399, "loss_rpn_loc": 0.07071618502959609, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025739919831427, "mask_rcnn/false_negative": 0.08891155323435805, "mask_rcnn/false_positive": 0.1153427019304891, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9941732622683048, "total_loss": 0.6822798270150088}
{"data_time": 0.018330099061131477, "eta_seconds": 62897.59183451533, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3159181227527913, "fast_rcnn/fg_cls_accuracy": 0.6071839830495462, "iteration": 206959, "loss_box_reg": 0.2258116900920868, "loss_cls": 0.1771572893485427, "loss_mask": 0.23203806579113007, "loss_rpn_cls": 0.03135567018762231, "loss_rpn_loc": 0.07694243313744664, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995770351151213, "mask_rcnn/false_negative": 0.08780655891239071, "mask_rcnn/false_positive": 0.10425626255208703, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0145576484501362, "total_loss": 0.7501743467291817}
{"data_time": 0.01557944156229496, "eta_seconds": 62915.700915073976, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33500169376693767, "fast_rcnn/fg_cls_accuracy": 0.6371287370944855, "iteration": 206979, "loss_box_reg": 0.21921836026012897, "loss_cls": 0.1796112572774291, "loss_mask": 0.2261722944676876, "loss_rpn_cls": 0.034262668807059526, "loss_rpn_loc": 0.06749533535912633, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892193912178018, "mask_rcnn/false_negative": 0.098491104069859, "mask_rcnn/false_positive": 0.10717004029498708, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0447002202272415, "total_loss": 0.7377381453698035}
{"data_time": 0.017322221770882607, "eta_seconds": 62883.334142155945, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.32, "fast_rcnn/fg_cls_accuracy": 0.6507035830618892, "iteration": 206999, "loss_box_reg": 0.1980091631412506, "loss_cls": 0.16158010344952345, "loss_mask": 0.22951098531484604, "loss_rpn_cls": 0.03114746673963964, "loss_rpn_loc": 0.06911135790869594, "lr": 0.0001, "mask_rcnn/accuracy": 0.9127269754055468, "mask_rcnn/false_negative": 0.08155975141245778, "mask_rcnn/false_positive": 0.09399599650596457, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0028086309321225, "total_loss": 0.6826857931737322}
{"data_time": 0.022525206208229065, "eta_seconds": 62863.37117893621, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3141087017741481, "fast_rcnn/fg_cls_accuracy": 0.6463036467377823, "iteration": 207019, "loss_box_reg": 0.21739964187145233, "loss_cls": 0.1709336955100298, "loss_mask": 0.23601730540394783, "loss_rpn_cls": 0.028859387384727597, "loss_rpn_loc": 0.05665257107466459, "lr": 0.0001, "mask_rcnn/accuracy": 0.905068923843563, "mask_rcnn/false_negative": 0.08474686196667838, "mask_rcnn/false_positive": 0.11481969675125075, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0143897216767073, "total_loss": 0.7079719480825588}
{"data_time": 0.017821140121668577, "eta_seconds": 62880.34893937409, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3088511569284916, "fast_rcnn/fg_cls_accuracy": 0.6842068846220377, "iteration": 207039, "loss_box_reg": 0.2263687290251255, "loss_cls": 0.18626862205564976, "loss_mask": 0.24278262071311474, "loss_rpn_cls": 0.031168246583547443, "loss_rpn_loc": 0.06899864319711924, "lr": 0.0001, "mask_rcnn/accuracy": 0.8977981935249016, "mask_rcnn/false_negative": 0.08483399709176351, "mask_rcnn/false_positive": 0.11975202353953235, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0477535864338279, "total_loss": 0.7593947281129658}
{"data_time": 0.015477120410650969, "eta_seconds": 62843.67158216424, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23989019310867096, "fast_rcnn/fg_cls_accuracy": 0.740368145044404, "iteration": 207059, "loss_box_reg": 0.20163661427795887, "loss_cls": 0.16129031591117382, "loss_mask": 0.22689627297222614, "loss_rpn_cls": 0.02676937496289611, "loss_rpn_loc": 0.06460519460961223, "lr": 0.0001, "mask_rcnn/accuracy": 0.9087555121966662, "mask_rcnn/false_negative": 0.07495433124596498, "mask_rcnn/false_positive": 0.11758915539603454, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9624190400354564, "total_loss": 0.6619308110093698}
{"data_time": 0.02223357930779457, "eta_seconds": 62803.48228927702, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.26167571856489996, "fast_rcnn/fg_cls_accuracy": 0.7146160042163463, "iteration": 207079, "loss_box_reg": 0.21194215584546328, "loss_cls": 0.16306591127067804, "loss_mask": 0.22364333271980286, "loss_rpn_cls": 0.029846363933756948, "loss_rpn_loc": 0.06208438775502145, "lr": 0.0001, "mask_rcnn/accuracy": 0.8988465304597711, "mask_rcnn/false_negative": 0.09350186996915527, "mask_rcnn/false_positive": 0.11588203578159643, "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": 0.9988849475048482, "total_loss": 0.7238148321630433}
{"data_time": 0.018221592530608177, "eta_seconds": 62803.73280136846, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.29702373260972564, "fast_rcnn/fg_cls_accuracy": 0.6884749356353173, "iteration": 207099, "loss_box_reg": 0.22550004161894321, "loss_cls": 0.18037854228168726, "loss_mask": 0.23202270083129406, "loss_rpn_cls": 0.030451659695245326, "loss_rpn_loc": 0.0753330911975354, "lr": 0.0001, "mask_rcnn/accuracy": 0.9052024992327758, "mask_rcnn/false_negative": 0.08558779574733025, "mask_rcnn/false_positive": 0.11522991674426306, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 233.875, "rpn/num_pos_anchors": 22.125, "time": 1.0203495756722987, "total_loss": 0.7905887103406712}
{"data_time": 0.018479603342711926, "eta_seconds": 62790.06396174431, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2842274148428501, "fast_rcnn/fg_cls_accuracy": 0.6969904240766074, "iteration": 207119, "loss_box_reg": 0.18316254951059818, "loss_cls": 0.15051768068224192, "loss_mask": 0.22095372155308723, "loss_rpn_cls": 0.02594136423431337, "loss_rpn_loc": 0.06376065651420504, "lr": 0.0001, "mask_rcnn/accuracy": 0.9059769928278583, "mask_rcnn/false_negative": 0.08515958896641848, "mask_rcnn/false_positive": 0.09956384844201924, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0316724390722811, "total_loss": 0.6744010172551498}
{"data_time": 0.016238722950220108, "eta_seconds": 62793.61365588382, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.273583607685126, "fast_rcnn/fg_cls_accuracy": 0.6935918233615956, "iteration": 207139, "loss_box_reg": 0.19930969178676605, "loss_cls": 0.16570911975577474, "loss_mask": 0.21963577345013618, "loss_rpn_cls": 0.028888007800560445, "loss_rpn_loc": 0.07742245052941144, "lr": 0.0001, "mask_rcnn/accuracy": 0.9019571283753676, "mask_rcnn/false_negative": 0.09038704108782869, "mask_rcnn/false_positive": 0.0990851573699684, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9799134815111756, "total_loss": 0.6938421520753764}
{"data_time": 0.016188368666917086, "eta_seconds": 62773.6347778514, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3075115207373272, "fast_rcnn/fg_cls_accuracy": 0.6550370736529906, "iteration": 207159, "loss_box_reg": 0.21066663973033428, "loss_cls": 0.16902029886841774, "loss_mask": 0.23245162889361382, "loss_rpn_cls": 0.03358684619888663, "loss_rpn_loc": 0.07555099902674556, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953607980831341, "mask_rcnn/false_negative": 0.09027414508899065, "mask_rcnn/false_positive": 0.11587738954910853, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9789354973472655, "total_loss": 0.7491358345141634}
{"data_time": 0.017710106913000345, "eta_seconds": 62803.07629477233, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33347141673570835, "fast_rcnn/fg_cls_accuracy": 0.6391466445733223, "iteration": 207179, "loss_box_reg": 0.21508603356778622, "loss_cls": 0.17329743318259716, "loss_mask": 0.231019651517272, "loss_rpn_cls": 0.03170214651618153, "loss_rpn_loc": 0.08217163942754269, "lr": 0.0001, "mask_rcnn/accuracy": 0.8995854462146083, "mask_rcnn/false_negative": 0.09037513569482455, "mask_rcnn/false_positive": 0.10052916015725119, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0106119830161333, "total_loss": 0.7622569104423746}
{"data_time": 0.028379423543810844, "eta_seconds": 62830.96954040229, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.23727488990248508, "fast_rcnn/fg_cls_accuracy": 0.7052411873840445, "iteration": 207199, "loss_box_reg": 0.18635541386902332, "loss_cls": 0.1444471711292863, "loss_mask": 0.2171612437814474, "loss_rpn_cls": 0.027385128545574844, "loss_rpn_loc": 0.05319490795955062, "lr": 0.0001, "mask_rcnn/accuracy": 0.908508800345535, "mask_rcnn/false_negative": 0.07772250414861628, "mask_rcnn/false_positive": 0.1025134124857434, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9835003018379211, "total_loss": 0.6505810845410451}
{"data_time": 0.01738549815490842, "eta_seconds": 62844.4865576271, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3113354037267081, "fast_rcnn/fg_cls_accuracy": 0.6637341423055709, "iteration": 207219, "loss_box_reg": 0.20292084384709597, "loss_cls": 0.17346959188580513, "loss_mask": 0.2388002909719944, "loss_rpn_cls": 0.030363106401637197, "loss_rpn_loc": 0.07198282901663333, "lr": 0.0001, "mask_rcnn/accuracy": 0.8956664325935304, "mask_rcnn/false_negative": 0.10368711010876495, "mask_rcnn/false_positive": 0.11183197903864574, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0091178300790489, "total_loss": 0.747751769144088}
{"data_time": 0.01436796598136425, "eta_seconds": 62834.23969807103, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.244533237913486, "fast_rcnn/fg_cls_accuracy": 0.7098500340831629, "iteration": 207239, "loss_box_reg": 0.20720033813267946, "loss_cls": 0.16341440100222826, "loss_mask": 0.23577619530260563, "loss_rpn_cls": 0.028892425005324185, "loss_rpn_loc": 0.06536334217526019, "lr": 0.0001, "mask_rcnn/accuracy": 0.9071940846453685, "mask_rcnn/false_negative": 0.08525784349490537, "mask_rcnn/false_positive": 0.09787396753760529, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.008974950760603, "total_loss": 0.7105702495900914}
{"data_time": 0.014554691966623068, "eta_seconds": 62796.87997662462, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29322232564553385, "fast_rcnn/fg_cls_accuracy": 0.7028009379885356, "iteration": 207259, "loss_box_reg": 0.2154379729181528, "loss_cls": 0.17799608316272497, "loss_mask": 0.23748104460537434, "loss_rpn_cls": 0.0334849045611918, "loss_rpn_loc": 0.06486794457305223, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001633357112175, "mask_rcnn/false_negative": 0.08109675257512808, "mask_rcnn/false_positive": 0.11227385324721495, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9917609137482941, "total_loss": 0.7200747150927782}
{"data_time": 0.014991769101470709, "eta_seconds": 62758.72442603111, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24797002264566415, "fast_rcnn/fg_cls_accuracy": 0.716200619930093, "iteration": 207279, "loss_box_reg": 0.21748443879187107, "loss_cls": 0.16935519874095917, "loss_mask": 0.23085924051702023, "loss_rpn_cls": 0.02922629425302148, "loss_rpn_loc": 0.05632994486950338, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053963322764563, "mask_rcnn/false_negative": 0.07988470192675362, "mask_rcnn/false_positive": 0.10532684912009391, "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": 1.0055218967609107, "total_loss": 0.7117513689445332}
{"data_time": 0.016424456611275673, "eta_seconds": 62711.2469912041, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.25968411816320564, "fast_rcnn/fg_cls_accuracy": 0.6999080147176452, "iteration": 207299, "loss_box_reg": 0.2240481935441494, "loss_cls": 0.18576151318848133, "loss_mask": 0.23590131849050522, "loss_rpn_cls": 0.03680517745669931, "loss_rpn_loc": 0.08483099099248648, "lr": 0.0001, "mask_rcnn/accuracy": 0.8937456456492254, "mask_rcnn/false_negative": 0.08513786401364175, "mask_rcnn/false_positive": 0.12317088874255641, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9875626056455076, "total_loss": 0.7779069061507471}
{"data_time": 0.018516451120376587, "eta_seconds": 62691.243403647095, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23980663076975178, "fast_rcnn/fg_cls_accuracy": 0.7348109727414522, "iteration": 207319, "loss_box_reg": 0.20682299602776766, "loss_cls": 0.1601693006232381, "loss_mask": 0.2306846845895052, "loss_rpn_cls": 0.029873678693547845, "loss_rpn_loc": 0.05424428381957114, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075104696753593, "mask_rcnn/false_negative": 0.09195364740442664, "mask_rcnn/false_positive": 0.09626885446750638, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9970676773227751, "total_loss": 0.6979413763037883}
{"data_time": 0.017212459817528725, "eta_seconds": 62709.95897227898, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27538493192963204, "fast_rcnn/fg_cls_accuracy": 0.6917759659695144, "iteration": 207339, "loss_box_reg": 0.22427617013454437, "loss_cls": 0.1715314071625471, "loss_mask": 0.23966622538864613, "loss_rpn_cls": 0.029824537865351886, "loss_rpn_loc": 0.07998830731958151, "lr": 0.0001, "mask_rcnn/accuracy": 0.9058721656556106, "mask_rcnn/false_negative": 0.08476804322638211, "mask_rcnn/false_positive": 0.11315311768118663, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0108899548649788, "total_loss": 0.7442006166093051}
{"data_time": 0.01926770666614175, "eta_seconds": 62696.789316795766, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2618024873179512, "fast_rcnn/fg_cls_accuracy": 0.68188894654904, "iteration": 207359, "loss_box_reg": 0.19706314988434315, "loss_cls": 0.16151009313762188, "loss_mask": 0.22728589363396168, "loss_rpn_cls": 0.03134545695502311, "loss_rpn_loc": 0.06313620426226407, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034704318717793, "mask_rcnn/false_negative": 0.07823955357733262, "mask_rcnn/false_positive": 0.1078759563543184, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9848875883035362, "total_loss": 0.7038887637900189}
{"data_time": 0.01782119693234563, "eta_seconds": 62669.927080180496, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2769163475923625, "fast_rcnn/fg_cls_accuracy": 0.7008722530380658, "iteration": 207379, "loss_box_reg": 0.20784160681068897, "loss_cls": 0.1671029794961214, "loss_mask": 0.2282407507300377, "loss_rpn_cls": 0.02930894319433719, "loss_rpn_loc": 0.0631494244444184, "lr": 0.0001, "mask_rcnn/accuracy": 0.8938806436729344, "mask_rcnn/false_negative": 0.08820611911098153, "mask_rcnn/false_positive": 0.10887085990276385, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0024397219531238, "total_loss": 0.7041703269351274}
{"data_time": 0.02325673121958971, "eta_seconds": 62663.466826453805, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28196771400926823, "fast_rcnn/fg_cls_accuracy": 0.6791329923494251, "iteration": 207399, "loss_box_reg": 0.20828493125736713, "loss_cls": 0.1649754513055086, "loss_mask": 0.22898560017347336, "loss_rpn_cls": 0.028041407524142414, "loss_rpn_loc": 0.0623916897457093, "lr": 0.0001, "mask_rcnn/accuracy": 0.8969863046213393, "mask_rcnn/false_negative": 0.08127417571957753, "mask_rcnn/false_positive": 0.1153966884741059, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0035882634110749, "total_loss": 0.6908565531484783}
{"data_time": 0.012923572678118944, "eta_seconds": 62644.281120998785, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3142094017094017, "fast_rcnn/fg_cls_accuracy": 0.6692394906680621, "iteration": 207419, "loss_box_reg": 0.19749655202031136, "loss_cls": 0.1615434531122446, "loss_mask": 0.23233562707901, "loss_rpn_cls": 0.02622554497793317, "loss_rpn_loc": 0.060676880879327655, "lr": 0.0001, "mask_rcnn/accuracy": 0.8903931352003858, "mask_rcnn/false_negative": 0.0860187132504406, "mask_rcnn/false_positive": 0.12426500352557224, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.992398567032069, "total_loss": 0.6664124217350036}
{"data_time": 0.015011593233793974, "eta_seconds": 62620.73883764446, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3125693190100453, "fast_rcnn/fg_cls_accuracy": 0.6440524649479873, "iteration": 207439, "loss_box_reg": 0.21520165167748928, "loss_cls": 0.18460155371576548, "loss_mask": 0.23244525119662285, "loss_rpn_cls": 0.038544973940588534, "loss_rpn_loc": 0.07775652850978076, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970275786543047, "mask_rcnn/false_negative": 0.09587079549592459, "mask_rcnn/false_positive": 0.11083342466908745, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9939743690192699, "total_loss": 0.775596238905564}
{"data_time": 0.02209726767614484, "eta_seconds": 62500.42488173582, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.29657019223948355, "fast_rcnn/fg_cls_accuracy": 0.6800900900900901, "iteration": 207459, "loss_box_reg": 0.1809181971475482, "loss_cls": 0.14152572443708777, "loss_mask": 0.22776101157069206, "loss_rpn_cls": 0.027628988842479885, "loss_rpn_loc": 0.06654007046017796, "lr": 0.0001, "mask_rcnn/accuracy": 0.9066088107951749, "mask_rcnn/false_negative": 0.088484187561457, "mask_rcnn/false_positive": 0.0966861845913623, "roi_head/num_bg_samples": 459.375, "roi_head/num_fg_samples": 52.625, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.9648011294193566, "total_loss": 0.6394865105394274}
{"data_time": 0.016807430423796177, "eta_seconds": 62492.05959197134, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.25196694214876036, "fast_rcnn/fg_cls_accuracy": 0.7240341880341881, "iteration": 207479, "loss_box_reg": 0.18044255767017603, "loss_cls": 0.15631873812526464, "loss_mask": 0.22335809282958508, "loss_rpn_cls": 0.028893135604448617, "loss_rpn_loc": 0.0642306215595454, "lr": 0.0001, "mask_rcnn/accuracy": 0.9096096938775511, "mask_rcnn/false_negative": 0.08428036246774012, "mask_rcnn/false_positive": 0.09916891836746257, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0091486708261073, "total_loss": 0.6526096811285242}
{"data_time": 0.01627002004534006, "eta_seconds": 62430.91786745936, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.28366013071895424, "fast_rcnn/fg_cls_accuracy": 0.6943907156673115, "iteration": 207499, "loss_box_reg": 0.1834005806595087, "loss_cls": 0.16837674845010042, "loss_mask": 0.24014495685696602, "loss_rpn_cls": 0.03174847652553581, "loss_rpn_loc": 0.07922582933679223, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972430918505614, "mask_rcnn/false_negative": 0.08724138100820422, "mask_rcnn/false_positive": 0.11265819529312981, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0043710237368941, "total_loss": 0.7102475327556022}
{"data_time": 0.014091717544943094, "eta_seconds": 62410.93997374177, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.25349054306356034, "fast_rcnn/fg_cls_accuracy": 0.7133290039775957, "iteration": 207519, "loss_box_reg": 0.20603962615132332, "loss_cls": 0.172277195379138, "loss_mask": 0.2256383467465639, "loss_rpn_cls": 0.027882569047505967, "loss_rpn_loc": 0.06569376774132252, "lr": 0.0001, "mask_rcnn/accuracy": 0.9036133550642479, "mask_rcnn/false_negative": 0.08972603823450126, "mask_rcnn/false_positive": 0.10283325220860914, "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": 1.0082577671855688, "total_loss": 0.6905066920880927}
{"data_time": 0.013666348997503519, "eta_seconds": 62399.24708764069, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.29016129032258065, "fast_rcnn/fg_cls_accuracy": 0.6646476208645331, "iteration": 207539, "loss_box_reg": 0.2287577772513032, "loss_cls": 0.18479479383677244, "loss_mask": 0.25251887924969196, "loss_rpn_cls": 0.03740892722271383, "loss_rpn_loc": 0.09347791317850351, "lr": 0.0001, "mask_rcnn/accuracy": 0.9055776636680396, "mask_rcnn/false_negative": 0.08932284491188325, "mask_rcnn/false_positive": 0.10294991274190626, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9617349808104336, "total_loss": 0.8012123003136367}
{"data_time": 0.015222592744976282, "eta_seconds": 62283.34334556013, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2806736166800321, "fast_rcnn/fg_cls_accuracy": 0.6680548157474214, "iteration": 207559, "loss_box_reg": 0.2008863389492035, "loss_cls": 0.16305758617818356, "loss_mask": 0.2277189027518034, "loss_rpn_cls": 0.02987140486948192, "loss_rpn_loc": 0.06550186965614557, "lr": 0.0001, "mask_rcnn/accuracy": 0.9035468591946998, "mask_rcnn/false_negative": 0.09015955551769292, "mask_rcnn/false_positive": 0.11801836538438867, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9776874016970396, "total_loss": 0.6979663983220235}
{"data_time": 0.01657449919730425, "eta_seconds": 62279.750624112785, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2902078923085274, "fast_rcnn/fg_cls_accuracy": 0.6818926017304696, "iteration": 207579, "loss_box_reg": 0.19214847683906555, "loss_cls": 0.15691595152020454, "loss_mask": 0.22129411064088345, "loss_rpn_cls": 0.02999370958423242, "loss_rpn_loc": 0.0736076571047306, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017809285301648, "mask_rcnn/false_negative": 0.09634570929374248, "mask_rcnn/false_positive": 0.10644794503121649, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0106421168893576, "total_loss": 0.679677524138242}
{"data_time": 0.018836138304322958, "eta_seconds": 62212.68443763256, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28736279787988817, "fast_rcnn/fg_cls_accuracy": 0.6667421918572225, "iteration": 207599, "loss_box_reg": 0.20535030867904425, "loss_cls": 0.1743648797273636, "loss_mask": 0.23582518100738525, "loss_rpn_cls": 0.030376505805179477, "loss_rpn_loc": 0.06938595231622458, "lr": 0.0001, "mask_rcnn/accuracy": 0.8924587761114842, "mask_rcnn/false_negative": 0.09270088550768629, "mask_rcnn/false_positive": 0.10901575087449158, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9893546379171312, "total_loss": 0.7442098361789249}
{"data_time": 0.016081859823316336, "eta_seconds": 62192.03846422024, "fast_rcnn/cls_accuracy": 0.928466796875, "fast_rcnn/false_negative": 0.3049579435360742, "fast_rcnn/fg_cls_accuracy": 0.6804907975460123, "iteration": 207619, "loss_box_reg": 0.2295775841921568, "loss_cls": 0.17850752174854279, "loss_mask": 0.23379899375140667, "loss_rpn_cls": 0.0320677834097296, "loss_rpn_loc": 0.07146058487705886, "lr": 0.0001, "mask_rcnn/accuracy": 0.8884132328311376, "mask_rcnn/false_negative": 0.10228547204957888, "mask_rcnn/false_positive": 0.12834356860331214, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.002999630291015, "total_loss": 0.7400885746465065}
{"data_time": 0.016311373095959425, "eta_seconds": 62158.993299957365, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2810656457888791, "fast_rcnn/fg_cls_accuracy": 0.6841460843617728, "iteration": 207639, "loss_box_reg": 0.22581486776471138, "loss_cls": 0.18552487902343273, "loss_mask": 0.23671715892851353, "loss_rpn_cls": 0.031148987414781004, "loss_rpn_loc": 0.09011070220731199, "lr": 0.0001, "mask_rcnn/accuracy": 0.8892494118296396, "mask_rcnn/false_negative": 0.09163558925866364, "mask_rcnn/false_positive": 0.11892262538734263, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.9768058331683278, "total_loss": 0.7523008440621197}
{"data_time": 0.014572733081877232, "eta_seconds": 62150.3726715222, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3155029717269344, "fast_rcnn/fg_cls_accuracy": 0.655311607094722, "iteration": 207659, "loss_box_reg": 0.20946902502328157, "loss_cls": 0.179941700771451, "loss_mask": 0.2322679590433836, "loss_rpn_cls": 0.028457410633563995, "loss_rpn_loc": 0.07861757557839155, "lr": 0.0001, "mask_rcnn/accuracy": 0.9023181941097442, "mask_rcnn/false_negative": 0.08000549914956133, "mask_rcnn/false_positive": 0.10255439164988317, "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": 1.0103691793046892, "total_loss": 0.7326884778449312}
{"data_time": 0.01838537771254778, "eta_seconds": 62132.21925441176, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.289991211708157, "fast_rcnn/fg_cls_accuracy": 0.6970826959034506, "iteration": 207679, "loss_box_reg": 0.2061765631660819, "loss_cls": 0.16705041145905852, "loss_mask": 0.2218860574066639, "loss_rpn_cls": 0.03318430416402407, "loss_rpn_loc": 0.07081952411681414, "lr": 0.0001, "mask_rcnn/accuracy": 0.891559021647085, "mask_rcnn/false_negative": 0.09361386515652068, "mask_rcnn/false_positive": 0.11169541821395576, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.989492448978126, "total_loss": 0.7128248196095228}
{"data_time": 0.016413503792136908, "eta_seconds": 62143.69459366426, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2700188560653677, "fast_rcnn/fg_cls_accuracy": 0.7016149870801034, "iteration": 207699, "loss_box_reg": 0.22117344476282597, "loss_cls": 0.17522351071238518, "loss_mask": 0.24228953570127487, "loss_rpn_cls": 0.030005588894709945, "loss_rpn_loc": 0.0780882122926414, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077606950655621, "mask_rcnn/false_negative": 0.07885265330835871, "mask_rcnn/false_positive": 0.10593028478857128, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.021653212606907, "total_loss": 0.751396622392349}
{"data_time": 0.01372608682140708, "eta_seconds": 62160.632503554225, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.30000520842375733, "fast_rcnn/fg_cls_accuracy": 0.6448052984360039, "iteration": 207719, "loss_box_reg": 0.21128054754808545, "loss_cls": 0.174556870944798, "loss_mask": 0.23854662105441093, "loss_rpn_cls": 0.027040273300372064, "loss_rpn_loc": 0.06812685029581189, "lr": 0.0001, "mask_rcnn/accuracy": 0.8971044939715016, "mask_rcnn/false_negative": 0.0903546725712708, "mask_rcnn/false_positive": 0.11666036841710303, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9985275324434042, "total_loss": 0.7171931164339185}
{"data_time": 0.015391865279525518, "eta_seconds": 62152.645402485505, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24237508111615835, "fast_rcnn/fg_cls_accuracy": 0.7204968944099379, "iteration": 207739, "loss_box_reg": 0.19314232002943754, "loss_cls": 0.15490012057125568, "loss_mask": 0.22683600336313248, "loss_rpn_cls": 0.028602882637642324, "loss_rpn_loc": 0.06999843579251319, "lr": 0.0001, "mask_rcnn/accuracy": 0.9000325992050339, "mask_rcnn/false_negative": 0.10542057221078693, "mask_rcnn/false_positive": 0.10256449829773315, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9985503703355789, "total_loss": 0.6654720755759627}
{"data_time": 0.01529733743518591, "eta_seconds": 62144.93327699602, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2615771615771616, "fast_rcnn/fg_cls_accuracy": 0.7150517043278437, "iteration": 207759, "loss_box_reg": 0.19575709011405706, "loss_cls": 0.1777442991733551, "loss_mask": 0.22136365249752998, "loss_rpn_cls": 0.02871730097103864, "loss_rpn_loc": 0.06905473372898996, "lr": 0.0001, "mask_rcnn/accuracy": 0.9034348917833721, "mask_rcnn/false_negative": 0.08490357946282169, "mask_rcnn/false_positive": 0.11152286161699787, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.006676523014903, "total_loss": 0.7063411884009838}
{"data_time": 0.015115438494831324, "eta_seconds": 62112.7143742796, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.27323661560114765, "fast_rcnn/fg_cls_accuracy": 0.7000956632653061, "iteration": 207779, "loss_box_reg": 0.19965324737131596, "loss_cls": 0.1656822757795453, "loss_mask": 0.23938919976353645, "loss_rpn_cls": 0.036449333303608, "loss_rpn_loc": 0.0753378754016012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8936068887468827, "mask_rcnn/false_negative": 0.091486240681876, "mask_rcnn/false_positive": 0.10965030194867878, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9647183744236827, "total_loss": 0.7105747677851468}
{"data_time": 0.022858905140310526, "eta_seconds": 62104.9943738617, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2967622571692877, "fast_rcnn/fg_cls_accuracy": 0.6903388224144058, "iteration": 207799, "loss_box_reg": 0.19316359516233206, "loss_cls": 0.14891929645091295, "loss_mask": 0.23647046647965908, "loss_rpn_cls": 0.029720393242314458, "loss_rpn_loc": 0.07045219140127301, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017280329475317, "mask_rcnn/false_negative": 0.08496080910045661, "mask_rcnn/false_positive": 0.10115849070665209, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9931253204122186, "total_loss": 0.6819799852091819}
{"data_time": 0.015158283058553934, "eta_seconds": 62080.812720023096, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30234048787634604, "fast_rcnn/fg_cls_accuracy": 0.6654629504046294, "iteration": 207819, "loss_box_reg": 0.21674915589392185, "loss_cls": 0.1998839806765318, "loss_mask": 0.23333914764225483, "loss_rpn_cls": 0.03201869851909578, "loss_rpn_loc": 0.07578381709754467, "lr": 0.0001, "mask_rcnn/accuracy": 0.9054773089137196, "mask_rcnn/false_negative": 0.08666380840653545, "mask_rcnn/false_positive": 0.09995882422156088, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0005789520218968, "total_loss": 0.7397984876297414}
{"data_time": 0.015553959645330906, "eta_seconds": 62080.12429833412, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.23151898734177215, "fast_rcnn/fg_cls_accuracy": 0.7293091884641181, "iteration": 207839, "loss_box_reg": 0.2006902452558279, "loss_cls": 0.15439738240092993, "loss_mask": 0.22814233787357807, "loss_rpn_cls": 0.029391680960543454, "loss_rpn_loc": 0.06687688524834812, "lr": 0.0001, "mask_rcnn/accuracy": 0.905137900280409, "mask_rcnn/false_negative": 0.0857862900548195, "mask_rcnn/false_positive": 0.10214853454882707, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0018614656291902, "total_loss": 0.6844867983600125}
{"data_time": 0.021546040195971727, "eta_seconds": 62090.85760658607, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2471452344063809, "fast_rcnn/fg_cls_accuracy": 0.705988166384206, "iteration": 207859, "loss_box_reg": 0.2247436735779047, "loss_cls": 0.17505699209868908, "loss_mask": 0.2284378595650196, "loss_rpn_cls": 0.027288111043162644, "loss_rpn_loc": 0.06754181865835562, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067733470077219, "mask_rcnn/false_negative": 0.08364673648685526, "mask_rcnn/false_positive": 0.10947880474336158, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0199448871426284, "total_loss": 0.7586924529168755}
{"data_time": 0.023660062346607447, "eta_seconds": 62070.87342325598, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2605849458547843, "fast_rcnn/fg_cls_accuracy": 0.7029968900197907, "iteration": 207879, "loss_box_reg": 0.20440419670194387, "loss_cls": 0.16093153320252895, "loss_mask": 0.22833870351314545, "loss_rpn_cls": 0.03841465781442821, "loss_rpn_loc": 0.0822935476899147, "lr": 0.0001, "mask_rcnn/accuracy": 0.9032290845438338, "mask_rcnn/false_negative": 0.0875954979494162, "mask_rcnn/false_positive": 0.10499663876250334, "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": 1.002407643944025, "total_loss": 0.7158832052955404}
{"data_time": 0.023200612980872393, "eta_seconds": 62060.70331237279, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.28849832184488794, "fast_rcnn/fg_cls_accuracy": 0.656061135371179, "iteration": 207899, "loss_box_reg": 0.20071719959378242, "loss_cls": 0.16468990594148636, "loss_mask": 0.23648268543183804, "loss_rpn_cls": 0.029181611025705934, "loss_rpn_loc": 0.07327655819244683, "lr": 0.0001, "mask_rcnn/accuracy": 0.8986140792437376, "mask_rcnn/false_negative": 0.09707860407179977, "mask_rcnn/false_positive": 0.11163402847517175, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0237376699224114, "total_loss": 0.727174878353253}
{"data_time": 0.015347554814070463, "eta_seconds": 62000.227098464966, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2779202065945582, "fast_rcnn/fg_cls_accuracy": 0.6840609898350275, "iteration": 207919, "loss_box_reg": 0.21121869795024395, "loss_cls": 0.17970609478652477, "loss_mask": 0.2348176147788763, "loss_rpn_cls": 0.043429234996438026, "loss_rpn_loc": 0.07833654852584004, "lr": 0.0001, "mask_rcnn/accuracy": 0.9001569845698235, "mask_rcnn/false_negative": 0.09365742983697155, "mask_rcnn/false_positive": 0.10169294174459392, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9884840962477028, "total_loss": 0.7639853800646961}
{"data_time": 0.018004270736128092, "eta_seconds": 61972.82273666002, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.28883928571428574, "fast_rcnn/fg_cls_accuracy": 0.6955893393393393, "iteration": 207939, "loss_box_reg": 0.2158182244747877, "loss_cls": 0.1863908190280199, "loss_mask": 0.2303563877940178, "loss_rpn_cls": 0.03210541233420372, "loss_rpn_loc": 0.0821647341363132, "lr": 0.0001, "mask_rcnn/accuracy": 0.891121927007916, "mask_rcnn/false_negative": 0.10004694103426637, "mask_rcnn/false_positive": 0.11398994012968885, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9879402336664498, "total_loss": 0.7554319824557751}
{"data_time": 0.024069954175502062, "eta_seconds": 61900.6044331938, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2967154455077894, "fast_rcnn/fg_cls_accuracy": 0.6919397730968644, "iteration": 207959, "loss_box_reg": 0.22137128934264183, "loss_cls": 0.1803406924009323, "loss_mask": 0.2322817649692297, "loss_rpn_cls": 0.037119267450179905, "loss_rpn_loc": 0.08566917129792273, "lr": 0.0001, "mask_rcnn/accuracy": 0.8806482309837456, "mask_rcnn/false_negative": 0.09804658079294568, "mask_rcnn/false_positive": 0.11755521076403587, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9851186685264111, "total_loss": 0.7594669790705666}
{"data_time": 0.014878079295158386, "eta_seconds": 61845.714155444875, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27335743508729293, "fast_rcnn/fg_cls_accuracy": 0.7097970656794186, "iteration": 207979, "loss_box_reg": 0.2072858288884163, "loss_cls": 0.17223067115992308, "loss_mask": 0.22817770019173622, "loss_rpn_cls": 0.027134613133966923, "loss_rpn_loc": 0.06468880386091769, "lr": 0.0001, "mask_rcnn/accuracy": 0.9076393682787871, "mask_rcnn/false_negative": 0.07846495703306222, "mask_rcnn/false_positive": 0.10510702970519743, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9874243172816932, "total_loss": 0.7053568451665342}
{"data_time": 0.015036099124699831, "eta_seconds": 61825.77035855502, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2877628468333956, "fast_rcnn/fg_cls_accuracy": 0.7011866990170461, "iteration": 207999, "loss_box_reg": 0.22538628242909908, "loss_cls": 0.173949608579278, "loss_mask": 0.23458384163677692, "loss_rpn_cls": 0.02789705083705485, "loss_rpn_loc": 0.06225845171138644, "lr": 0.0001, "mask_rcnn/accuracy": 0.8870716957874006, "mask_rcnn/false_negative": 0.08572463442906553, "mask_rcnn/false_positive": 0.11984962523832782, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.0189077076502144, "total_loss": 0.7490858502569608}
{"data_time": 0.01756213139742613, "eta_seconds": 61791.0346298106, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2517552946593002, "fast_rcnn/fg_cls_accuracy": 0.7188459177409454, "iteration": 208019, "loss_box_reg": 0.2048133909702301, "loss_cls": 0.1511062951758504, "loss_mask": 0.23744575679302216, "loss_rpn_cls": 0.03733626124449074, "loss_rpn_loc": 0.09314287500455976, "lr": 0.0001, "mask_rcnn/accuracy": 0.8991862796779229, "mask_rcnn/false_negative": 0.08699960954759989, "mask_rcnn/false_positive": 0.11356523767082516, "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": 0.9893735619261861, "total_loss": 0.7522418729495257}
{"data_time": 0.01744744973257184, "eta_seconds": 61727.01538281515, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30156533095437366, "fast_rcnn/fg_cls_accuracy": 0.6583568297925798, "iteration": 208039, "loss_box_reg": 0.20508235227316618, "loss_cls": 0.16917067300528288, "loss_mask": 0.23484588414430618, "loss_rpn_cls": 0.0334425107575953, "loss_rpn_loc": 0.06610779045149684, "lr": 0.0001, "mask_rcnn/accuracy": 0.8965902130440644, "mask_rcnn/false_negative": 0.100454701354835, "mask_rcnn/false_positive": 0.11893144458386881, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0039662038907409, "total_loss": 0.7138210406992584}
{"data_time": 0.018325931392610073, "eta_seconds": 61833.197176838294, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26903015484922577, "fast_rcnn/fg_cls_accuracy": 0.6775852045636218, "iteration": 208059, "loss_box_reg": 0.20807599276304245, "loss_cls": 0.1798689835704863, "loss_mask": 0.2357587032020092, "loss_rpn_cls": 0.027063494664616883, "loss_rpn_loc": 0.07143306732177734, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017582388924902, "mask_rcnn/false_negative": 0.08687830222035589, "mask_rcnn/false_positive": 0.11530231631703439, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.0310063995420933, "total_loss": 0.7310881137382239}
{"data_time": 0.01506631076335907, "eta_seconds": 61745.99517099559, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25887661048878124, "fast_rcnn/fg_cls_accuracy": 0.7160490842047996, "iteration": 208079, "loss_box_reg": 0.20786789618432522, "loss_cls": 0.16881842631846666, "loss_mask": 0.23602145723998547, "loss_rpn_cls": 0.029266382742207497, "loss_rpn_loc": 0.06425647414289415, "lr": 0.0001, "mask_rcnn/accuracy": 0.9084356910243085, "mask_rcnn/false_negative": 0.08399960754770398, "mask_rcnn/false_positive": 0.10895663667333455, "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": 0.9834451032802463, "total_loss": 0.71405370591674}
{"data_time": 0.014220744371414185, "eta_seconds": 61714.18536361307, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2914548378189615, "fast_rcnn/fg_cls_accuracy": 0.6545832666773317, "iteration": 208099, "loss_box_reg": 0.19857430085539818, "loss_cls": 0.16753895115107298, "loss_mask": 0.24532784521579742, "loss_rpn_cls": 0.0316266423324123, "loss_rpn_loc": 0.06740947777871042, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946810703759525, "mask_rcnn/false_negative": 0.08814720711452215, "mask_rcnn/false_positive": 0.11995551949913619, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9976537334732711, "total_loss": 0.7005109118181281}
{"data_time": 0.01411894615739584, "eta_seconds": 61680.54049713537, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.314331797235023, "fast_rcnn/fg_cls_accuracy": 0.6337704145728643, "iteration": 208119, "loss_box_reg": 0.218560173176229, "loss_cls": 0.18138588219881058, "loss_mask": 0.23624117486178875, "loss_rpn_cls": 0.038568062242120504, "loss_rpn_loc": 0.09507197886705399, "lr": 0.0001, "mask_rcnn/accuracy": 0.8867119522227496, "mask_rcnn/false_negative": 0.09447829554192572, "mask_rcnn/false_positive": 0.12024490773647888, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0114876544103026, "total_loss": 0.7822977823670954}
{"data_time": 0.026305038016289473, "eta_seconds": 61671.400487255305, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23834812935954341, "fast_rcnn/fg_cls_accuracy": 0.7305085001660778, "iteration": 208139, "loss_box_reg": 0.19411872886121273, "loss_cls": 0.1598391430452466, "loss_mask": 0.2356850802898407, "loss_rpn_cls": 0.033813053858466446, "loss_rpn_loc": 0.08065354521386325, "lr": 0.0001, "mask_rcnn/accuracy": 0.897482291993293, "mask_rcnn/false_negative": 0.09202933546384814, "mask_rcnn/false_positive": 0.11595500489864748, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9855082971043885, "total_loss": 0.721859576064162}
{"data_time": 0.021105592139065266, "eta_seconds": 61719.44071337581, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30426932880203905, "fast_rcnn/fg_cls_accuracy": 0.6933942225998301, "iteration": 208159, "loss_box_reg": 0.2219041921198368, "loss_cls": 0.18102447595447302, "loss_mask": 0.2351891417056322, "loss_rpn_cls": 0.03061339375562966, "loss_rpn_loc": 0.08334805583581328, "lr": 0.0001, "mask_rcnn/accuracy": 0.8863931707326045, "mask_rcnn/false_negative": 0.0974745833277804, "mask_rcnn/false_positive": 0.11771883834167138, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.023098621983081, "total_loss": 0.7434761940967292}
{"data_time": 0.019615142606198788, "eta_seconds": 61699.47970408946, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2766590389016018, "fast_rcnn/fg_cls_accuracy": 0.6927045350187722, "iteration": 208179, "loss_box_reg": 0.22725594229996204, "loss_cls": 0.17938696220517159, "loss_mask": 0.24426070787012577, "loss_rpn_cls": 0.029817246599122882, "loss_rpn_loc": 0.06849760748445988, "lr": 0.0001, "mask_rcnn/accuracy": 0.8947630800981705, "mask_rcnn/false_negative": 0.10459490097071883, "mask_rcnn/false_positive": 0.11572923009325625, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0173322753980756, "total_loss": 0.7642993757035583}
{"data_time": 0.014532811474055052, "eta_seconds": 61701.418882235885, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.27224320921028966, "fast_rcnn/fg_cls_accuracy": 0.7005365324330841, "iteration": 208199, "loss_box_reg": 0.2123557748273015, "loss_cls": 0.1577578280121088, "loss_mask": 0.233206644654274, "loss_rpn_cls": 0.025805377517826855, "loss_rpn_loc": 0.06081498065032065, "lr": 0.0001, "mask_rcnn/accuracy": 0.901835008160198, "mask_rcnn/false_negative": 0.09299453217933924, "mask_rcnn/false_positive": 0.1079835860387933, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.99289625370875, "total_loss": 0.6901099853275809}
{"data_time": 0.025204517878592014, "eta_seconds": 61673.47306401469, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2789949412289838, "fast_rcnn/fg_cls_accuracy": 0.670766590389016, "iteration": 208219, "loss_box_reg": 0.2307732431218028, "loss_cls": 0.19328169990330935, "loss_mask": 0.2408003006130457, "loss_rpn_cls": 0.03840648336336017, "loss_rpn_loc": 0.0754505037330091, "lr": 0.0001, "mask_rcnn/accuracy": 0.8957845864607346, "mask_rcnn/false_negative": 0.08514022751989073, "mask_rcnn/false_positive": 0.10638968610192667, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 1.0057661081664264, "total_loss": 0.8144714378286153}
{"data_time": 0.01324151223525405, "eta_seconds": 61661.4826887846, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2976705796038151, "fast_rcnn/fg_cls_accuracy": 0.6822695035460993, "iteration": 208239, "loss_box_reg": 0.1812610449269414, "loss_cls": 0.14443702902644873, "loss_mask": 0.22063880786299706, "loss_rpn_cls": 0.02772364323027432, "loss_rpn_loc": 0.06195417116396129, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028137071725952, "mask_rcnn/false_negative": 0.07976616472819577, "mask_rcnn/false_positive": 0.09502833009716546, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0208966489881277, "total_loss": 0.6415891585638747}
{"data_time": 0.014954195357859135, "eta_seconds": 61641.51459205896, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2606934521858819, "fast_rcnn/fg_cls_accuracy": 0.6882476076555024, "iteration": 208259, "loss_box_reg": 0.20853529404848814, "loss_cls": 0.16744397580623627, "loss_mask": 0.24135213531553745, "loss_rpn_cls": 0.031656040577217937, "loss_rpn_loc": 0.06509940209798515, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946065079058596, "mask_rcnn/false_negative": 0.0989585262037887, "mask_rcnn/false_positive": 0.12041869884979797, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9906306732445955, "total_loss": 0.7149984920397401}
{"data_time": 0.013154369313269854, "eta_seconds": 61621.546495333314, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2701425172514643, "fast_rcnn/fg_cls_accuracy": 0.7050058888159922, "iteration": 208279, "loss_box_reg": 0.2029092898592353, "loss_cls": 0.1670667016878724, "loss_mask": 0.23653601482510567, "loss_rpn_cls": 0.03469419456087053, "loss_rpn_loc": 0.06244971544947475, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017532086938304, "mask_rcnn/false_negative": 0.08840775304276613, "mask_rcnn/false_positive": 0.11638657770276815, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0071842870675027, "total_loss": 0.7378257270902395}
{"data_time": 0.015956683550029993, "eta_seconds": 61605.75808468275, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.31032229965156793, "fast_rcnn/fg_cls_accuracy": 0.6732770194674425, "iteration": 208299, "loss_box_reg": 0.21338731050491333, "loss_cls": 0.17240050435066223, "loss_mask": 0.2316990476101637, "loss_rpn_cls": 0.03186241374351084, "loss_rpn_loc": 0.06832211068831384, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074214369305791, "mask_rcnn/false_negative": 0.07965174760057817, "mask_rcnn/false_positive": 0.11213533228092827, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0030628363601863, "total_loss": 0.7428143571596593}
{"data_time": 0.01319411164149642, "eta_seconds": 61594.992766566575, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.3103488585694962, "fast_rcnn/fg_cls_accuracy": 0.6683827170683394, "iteration": 208319, "loss_box_reg": 0.2310796957463026, "loss_cls": 0.18994160555303097, "loss_mask": 0.2533451169729233, "loss_rpn_cls": 0.031838115537539124, "loss_rpn_loc": 0.06850859755650163, "lr": 0.0001, "mask_rcnn/accuracy": 0.8848635176462116, "mask_rcnn/false_negative": 0.09469513046791973, "mask_rcnn/false_positive": 0.1291247697036657, "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": 1.0366547489538789, "total_loss": 0.760987531975843}
{"data_time": 0.020158697851002216, "eta_seconds": 61561.642205156386, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.287655936294525, "fast_rcnn/fg_cls_accuracy": 0.671934594615007, "iteration": 208339, "loss_box_reg": 0.2156974170356989, "loss_cls": 0.18995283357799053, "loss_mask": 0.2328733392059803, "loss_rpn_cls": 0.03324234520550817, "loss_rpn_loc": 0.07504710275679827, "lr": 0.0001, "mask_rcnn/accuracy": 0.8983448014658679, "mask_rcnn/false_negative": 0.09056358857173741, "mask_rcnn/false_positive": 0.1119933731916269, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9593794657848775, "total_loss": 0.7472553882689681}
{"data_time": 0.014438009820878506, "eta_seconds": 61560.79249918461, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2719988344988345, "fast_rcnn/fg_cls_accuracy": 0.6819122763284815, "iteration": 208359, "loss_box_reg": 0.2187969572842121, "loss_cls": 0.17146187461912632, "loss_mask": 0.21871509589254856, "loss_rpn_cls": 0.032043166225776076, "loss_rpn_loc": 0.06657982559408993, "lr": 0.0001, "mask_rcnn/accuracy": 0.9047408631820075, "mask_rcnn/false_negative": 0.08510045307631042, "mask_rcnn/false_positive": 0.11696290090254402, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.014848765451461, "total_loss": 0.7375761142466217}
{"data_time": 0.012699187267571688, "eta_seconds": 61529.73035976291, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.32074358715070617, "fast_rcnn/fg_cls_accuracy": 0.6613801113380592, "iteration": 208379, "loss_box_reg": 0.20588170364499092, "loss_cls": 0.16346783097833395, "loss_mask": 0.2284042350947857, "loss_rpn_cls": 0.03209442627849057, "loss_rpn_loc": 0.07444263901561499, "lr": 0.0001, "mask_rcnn/accuracy": 0.8976212292477929, "mask_rcnn/false_negative": 0.08638888021771238, "mask_rcnn/false_positive": 0.09576943993285855, "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": 0.9916919679380953, "total_loss": 0.7118425152730197}
{"data_time": 0.014363422989845276, "eta_seconds": 61442.71207302809, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3129239806979509, "fast_rcnn/fg_cls_accuracy": 0.6609996460947921, "iteration": 208399, "loss_box_reg": 0.21491251699626446, "loss_cls": 0.1591028831899166, "loss_mask": 0.22829638235270977, "loss_rpn_cls": 0.02639838063623756, "loss_rpn_loc": 0.07333021878730506, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021280522746913, "mask_rcnn/false_negative": 0.08584858113423602, "mask_rcnn/false_positive": 0.1136191422983305, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9829399157315493, "total_loss": 0.7173764688777737}
{"data_time": 0.013646410778164864, "eta_seconds": 61422.763140536845, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24280247173653535, "fast_rcnn/fg_cls_accuracy": 0.7336029541058555, "iteration": 208419, "loss_box_reg": 0.20564940385520458, "loss_cls": 0.16422137804329395, "loss_mask": 0.23310360126197338, "loss_rpn_cls": 0.02715276158414781, "loss_rpn_loc": 0.06271763029508293, "lr": 0.0001, "mask_rcnn/accuracy": 0.9063792486589544, "mask_rcnn/false_negative": 0.0779740457321336, "mask_rcnn/false_positive": 0.10231684361617463, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.9901221222244203, "total_loss": 0.7121565584093332}
{"data_time": 0.021103970240801573, "eta_seconds": 61458.02857361734, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2561459946781048, "fast_rcnn/fg_cls_accuracy": 0.7164502164502164, "iteration": 208439, "loss_box_reg": 0.22238822933286428, "loss_cls": 0.18784585129469633, "loss_mask": 0.23018311336636543, "loss_rpn_cls": 0.03240875888150185, "loss_rpn_loc": 0.07550061540678144, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007314963947617, "mask_rcnn/false_negative": 0.07753681176586716, "mask_rcnn/false_positive": 0.10331818136436688, "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": 1.0029890681616962, "total_loss": 0.7653115944558522}
{"data_time": 0.014327699318528175, "eta_seconds": 61449.84755501151, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.28916187218162026, "fast_rcnn/fg_cls_accuracy": 0.6900998717243907, "iteration": 208459, "loss_box_reg": 0.21449975203722715, "loss_cls": 0.17795116174966097, "loss_mask": 0.2308212462812662, "loss_rpn_cls": 0.034876404562965035, "loss_rpn_loc": 0.07583913882263005, "lr": 0.0001, "mask_rcnn/accuracy": 0.8974517084871332, "mask_rcnn/false_negative": 0.09783781081781917, "mask_rcnn/false_positive": 0.11739214235596807, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.992020329926163, "total_loss": 0.753418353269808}
{"data_time": 0.020927378442138433, "eta_seconds": 61379.748228639364, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.29423627002288333, "fast_rcnn/fg_cls_accuracy": 0.6899313501144164, "iteration": 208479, "loss_box_reg": 0.2114206627011299, "loss_cls": 0.1618474628776312, "loss_mask": 0.23945477977395058, "loss_rpn_cls": 0.0387294243555516, "loss_rpn_loc": 0.07911814341787249, "lr": 0.0001, "mask_rcnn/accuracy": 0.8904622039642529, "mask_rcnn/false_negative": 0.08705773728121853, "mask_rcnn/false_positive": 0.11656592392345762, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.953070770483464, "total_loss": 0.75061849236954}
{"data_time": 0.020959290210157633, "eta_seconds": 61384.27564990707, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2867843232369348, "fast_rcnn/fg_cls_accuracy": 0.6903496125428006, "iteration": 208499, "loss_box_reg": 0.20250410214066505, "loss_cls": 0.16547247022390366, "loss_mask": 0.24328576773405075, "loss_rpn_cls": 0.03772617829963565, "loss_rpn_loc": 0.08609896013513207, "lr": 0.0001, "mask_rcnn/accuracy": 0.8968066891794095, "mask_rcnn/false_negative": 0.10302260577318653, "mask_rcnn/false_positive": 0.11388467013376047, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0056048347614706, "total_loss": 0.7677805945277214}
{"data_time": 0.01803537644445896, "eta_seconds": 61280.74072917923, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29843968136651067, "fast_rcnn/fg_cls_accuracy": 0.6645273697675445, "iteration": 208519, "loss_box_reg": 0.20938971219584346, "loss_cls": 0.1695534884929657, "loss_mask": 0.22047166153788567, "loss_rpn_cls": 0.027691647643223405, "loss_rpn_loc": 0.0668409027857706, "lr": 0.0001, "mask_rcnn/accuracy": 0.9010307766685317, "mask_rcnn/false_negative": 0.08423611415723944, "mask_rcnn/false_positive": 0.11372990239120398, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9713229578919709, "total_loss": 0.7211309213307686}
{"data_time": 0.01770681096240878, "eta_seconds": 61222.329494031146, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3028078192434628, "fast_rcnn/fg_cls_accuracy": 0.6386940313464544, "iteration": 208539, "loss_box_reg": 0.21936935000121593, "loss_cls": 0.17220118455588818, "loss_mask": 0.24544920399785042, "loss_rpn_cls": 0.03070492926053703, "loss_rpn_loc": 0.068763074465096, "lr": 0.0001, "mask_rcnn/accuracy": 0.8972109632029892, "mask_rcnn/false_negative": 0.092063606521472, "mask_rcnn/false_positive": 0.11185626753837155, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9473501401953399, "total_loss": 0.7332223631674424}
{"data_time": 0.01452473970130086, "eta_seconds": 61192.71537780762, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.22855798836811497, "fast_rcnn/fg_cls_accuracy": 0.718555900621118, "iteration": 208559, "loss_box_reg": 0.18815856706351042, "loss_cls": 0.16494613233953714, "loss_mask": 0.23394154198467731, "loss_rpn_cls": 0.030911030597053468, "loss_rpn_loc": 0.05524776678066701, "lr": 0.0001, "mask_rcnn/accuracy": 0.903268822080924, "mask_rcnn/false_negative": 0.0830108243305602, "mask_rcnn/false_positive": 0.11039266172525297, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9812110005877912, "total_loss": 0.6657633559079841}
{"data_time": 0.018476679921150208, "eta_seconds": 61156.32815293968, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.28868944219262693, "fast_rcnn/fg_cls_accuracy": 0.6666965709728867, "iteration": 208579, "loss_box_reg": 0.20919669046998024, "loss_cls": 0.17660426534712315, "loss_mask": 0.24183222278952599, "loss_rpn_cls": 0.028778486885130405, "loss_rpn_loc": 0.06814296543598175, "lr": 0.0001, "mask_rcnn/accuracy": 0.9053988657244507, "mask_rcnn/false_negative": 0.09383010463221168, "mask_rcnn/false_positive": 0.11435560188397592, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.982687612529844, "total_loss": 0.7369953814195469}
{"data_time": 0.01936315279453993, "eta_seconds": 61145.75540293008, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30533743029475363, "fast_rcnn/fg_cls_accuracy": 0.6756695361071259, "iteration": 208599, "loss_box_reg": 0.2228949721902609, "loss_cls": 0.19231202639639378, "loss_mask": 0.24225332029163837, "loss_rpn_cls": 0.03500397736206651, "loss_rpn_loc": 0.08614807133562863, "lr": 0.0001, "mask_rcnn/accuracy": 0.895475320228952, "mask_rcnn/false_negative": 0.08371689236593387, "mask_rcnn/false_positive": 0.123464107251918, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9822081653401256, "total_loss": 0.7645516569027677}
{"data_time": 0.015875197015702724, "eta_seconds": 61125.838218759745, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.26233421750663133, "fast_rcnn/fg_cls_accuracy": 0.7170140204622963, "iteration": 208619, "loss_box_reg": 0.22029792703688145, "loss_cls": 0.17989323008805513, "loss_mask": 0.22615087777376175, "loss_rpn_cls": 0.028983158175833523, "loss_rpn_loc": 0.06391099444590509, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973499278851697, "mask_rcnn/false_negative": 0.09293079687971112, "mask_rcnn/false_positive": 0.10732150761745347, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0019370061345398, "total_loss": 0.72981556749437}
{"data_time": 0.014061007648706436, "eta_seconds": 61123.284518159926, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2260507284351745, "fast_rcnn/fg_cls_accuracy": 0.7511574074074074, "iteration": 208639, "loss_box_reg": 0.19940713699907064, "loss_cls": 0.15071936137974262, "loss_mask": 0.2243634108453989, "loss_rpn_cls": 0.029929031152278185, "loss_rpn_loc": 0.06464594195131212, "lr": 0.0001, "mask_rcnn/accuracy": 0.904878955892702, "mask_rcnn/false_negative": 0.08908683546318831, "mask_rcnn/false_positive": 0.09973603990244817, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9994730441831052, "total_loss": 0.6993157524848357}
{"data_time": 0.015406040009111166, "eta_seconds": 61116.590163912624, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.29771594684385383, "fast_rcnn/fg_cls_accuracy": 0.6663653250773993, "iteration": 208659, "loss_box_reg": 0.20802390202879906, "loss_cls": 0.1618427000939846, "loss_mask": 0.23093357123434544, "loss_rpn_cls": 0.027220995747484267, "loss_rpn_loc": 0.06688160146586597, "lr": 0.0001, "mask_rcnn/accuracy": 0.89143119577874, "mask_rcnn/false_negative": 0.09985614520414182, "mask_rcnn/false_positive": 0.10970995497802508, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0145574416965246, "total_loss": 0.6984866516431794}
{"data_time": 0.02664697403088212, "eta_seconds": 61073.19835558534, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.29916914682539686, "fast_rcnn/fg_cls_accuracy": 0.6764069264069263, "iteration": 208679, "loss_box_reg": 0.20362402498722076, "loss_cls": 0.16583868488669395, "loss_mask": 0.2262649592012167, "loss_rpn_cls": 0.029320059809833765, "loss_rpn_loc": 0.06314095761626959, "lr": 0.0001, "mask_rcnn/accuracy": 0.9021007406585824, "mask_rcnn/false_negative": 0.07831995579386106, "mask_rcnn/false_positive": 0.11741985920913514, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9819682193920016, "total_loss": 0.6993758868338773}
{"data_time": 0.02132911141961813, "eta_seconds": 61063.5159870144, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.25712435233160624, "fast_rcnn/fg_cls_accuracy": 0.7265911486556705, "iteration": 208699, "loss_box_reg": 0.215325647033751, "loss_cls": 0.17022743448615074, "loss_mask": 0.23107850458472967, "loss_rpn_cls": 0.031131237745285034, "loss_rpn_loc": 0.07070704060606658, "lr": 0.0001, "mask_rcnn/accuracy": 0.9046467258709533, "mask_rcnn/false_negative": 0.09758348432180161, "mask_rcnn/false_positive": 0.09714840466601046, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0194553746841848, "total_loss": 0.7285215768497437}
{"data_time": 0.015743764117360115, "eta_seconds": 61024.036213606596, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.32654121388815266, "fast_rcnn/fg_cls_accuracy": 0.6411284076827757, "iteration": 208719, "loss_box_reg": 0.2036465983837843, "loss_cls": 0.16449330933392048, "loss_mask": 0.22668580897152424, "loss_rpn_cls": 0.031732315954286605, "loss_rpn_loc": 0.06936572620179504, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992208353747129, "mask_rcnn/false_negative": 0.09703868867321078, "mask_rcnn/false_positive": 0.10933076311949363, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.994035623036325, "total_loss": 0.7352245043148287}
{"data_time": 0.012425420805811882, "eta_seconds": 60988.75357381068, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2786050156739812, "fast_rcnn/fg_cls_accuracy": 0.6967051431911162, "iteration": 208739, "loss_box_reg": 0.19997531827539206, "loss_cls": 0.1529157506301999, "loss_mask": 0.22535731457173824, "loss_rpn_cls": 0.02648957702331245, "loss_rpn_loc": 0.06865269318223, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992371818441492, "mask_rcnn/false_negative": 0.07861949381599756, "mask_rcnn/false_positive": 0.11504444216941204, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9778846730478108, "total_loss": 0.6904008325655013}
{"data_time": 0.012828047387301922, "eta_seconds": 60930.927536673844, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.2259778911564626, "fast_rcnn/fg_cls_accuracy": 0.7315087884864928, "iteration": 208759, "loss_box_reg": 0.18510866537690163, "loss_cls": 0.14071678090840578, "loss_mask": 0.22695191204547882, "loss_rpn_cls": 0.023889443691587076, "loss_rpn_loc": 0.06609148910501972, "lr": 0.0001, "mask_rcnn/accuracy": 0.9077727023745333, "mask_rcnn/false_negative": 0.07971140768014448, "mask_rcnn/false_positive": 0.10046590866830026, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9887489289976656, "total_loss": 0.648956053017173}
{"data_time": 0.014049322810024023, "eta_seconds": 60997.027222607285, "fast_rcnn/cls_accuracy": 0.915771484375, "fast_rcnn/false_negative": 0.3250713994288046, "fast_rcnn/fg_cls_accuracy": 0.6474299784549091, "iteration": 208779, "loss_box_reg": 0.1973719596862793, "loss_cls": 0.15749427117407322, "loss_mask": 0.23323401808738708, "loss_rpn_cls": 0.02936010342091322, "loss_rpn_loc": 0.0647855179850012, "lr": 0.0001, "mask_rcnn/accuracy": 0.8841949447477649, "mask_rcnn/false_negative": 0.10661136879852674, "mask_rcnn/false_positive": 0.12008280825298048, "roi_head/num_bg_samples": 426.125, "roi_head/num_fg_samples": 85.875, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.0216586021706462, "total_loss": 0.6924267694121227}
{"data_time": 0.0246705524623394, "eta_seconds": 60985.25667004287, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2731769361221029, "fast_rcnn/fg_cls_accuracy": 0.67725738252745, "iteration": 208799, "loss_box_reg": 0.22039415128529072, "loss_cls": 0.1870783744379878, "loss_mask": 0.22724739462137222, "loss_rpn_cls": 0.03217576676979661, "loss_rpn_loc": 0.061662338965106755, "lr": 0.0001, "mask_rcnn/accuracy": 0.9017757558323978, "mask_rcnn/false_negative": 0.08984892642519213, "mask_rcnn/false_positive": 0.10773999113941488, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.002682927530259, "total_loss": 0.7285211212001741}
{"data_time": 0.021498181391507387, "eta_seconds": 60962.33428951353, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2621512875536481, "fast_rcnn/fg_cls_accuracy": 0.6758791360930361, "iteration": 208819, "loss_box_reg": 0.20509065873920918, "loss_cls": 0.16383758932352066, "loss_mask": 0.24595809169113636, "loss_rpn_cls": 0.027571364829782397, "loss_rpn_loc": 0.06685171579010785, "lr": 0.0001, "mask_rcnn/accuracy": 0.9111472633512168, "mask_rcnn/false_negative": 0.08421970783305102, "mask_rcnn/false_positive": 0.09712313099841868, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9938266668468714, "total_loss": 0.7176998947979882}
{"data_time": 0.022121540270745754, "eta_seconds": 60957.02420640737, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.327678431985007, "fast_rcnn/fg_cls_accuracy": 0.6571016688764022, "iteration": 208839, "loss_box_reg": 0.21383372694253922, "loss_cls": 0.1771239978261292, "loss_mask": 0.23694699630141258, "loss_rpn_cls": 0.037176306010223925, "loss_rpn_loc": 0.0739201467949897, "lr": 0.0001, "mask_rcnn/accuracy": 0.8922257223842847, "mask_rcnn/false_negative": 0.09595504719438477, "mask_rcnn/false_positive": 0.118732257540822, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0030761291272938, "total_loss": 0.7764887099619955}
{"data_time": 0.016278800554573536, "eta_seconds": 60904.13323729299, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.25682136027627933, "fast_rcnn/fg_cls_accuracy": 0.7175557268030939, "iteration": 208859, "loss_box_reg": 0.20895550306886435, "loss_cls": 0.17740952596068382, "loss_mask": 0.23928892612457275, "loss_rpn_cls": 0.03359913965687156, "loss_rpn_loc": 0.07901198178296909, "lr": 0.0001, "mask_rcnn/accuracy": 0.8961720740125318, "mask_rcnn/false_negative": 0.08226869759080206, "mask_rcnn/false_positive": 0.1224006505755717, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9888658113777637, "total_loss": 0.7681643227115273}
{"data_time": 0.016842554323375225, "eta_seconds": 60884.210393577814, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28748892034555296, "fast_rcnn/fg_cls_accuracy": 0.689474907063197, "iteration": 208879, "loss_box_reg": 0.20149220153689384, "loss_cls": 0.1693272339180112, "loss_mask": 0.22703968733549118, "loss_rpn_cls": 0.03539376182015985, "loss_rpn_loc": 0.08469910942949355, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002392981435239, "mask_rcnn/false_negative": 0.09319433794397476, "mask_rcnn/false_positive": 0.10708482441477615, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0031680930405855, "total_loss": 0.7304530690889806}
{"data_time": 0.014643555507063866, "eta_seconds": 60864.28754986264, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.30734589868634943, "fast_rcnn/fg_cls_accuracy": 0.6793415637860083, "iteration": 208899, "loss_box_reg": 0.19763885997235775, "loss_cls": 0.14890080876648426, "loss_mask": 0.21689501125365496, "loss_rpn_cls": 0.030346151266712695, "loss_rpn_loc": 0.06566304969601333, "lr": 0.0001, "mask_rcnn/accuracy": 0.9101610397245318, "mask_rcnn/false_negative": 0.08012974644074669, "mask_rcnn/false_positive": 0.09773447271319319, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 1.0249579385854304, "total_loss": 0.6666656464221887}
{"data_time": 0.017334057949483395, "eta_seconds": 60938.8164655678, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2700515947467167, "fast_rcnn/fg_cls_accuracy": 0.7065452091767881, "iteration": 208919, "loss_box_reg": 0.2161536505445838, "loss_cls": 0.1756693059578538, "loss_mask": 0.2395459059625864, "loss_rpn_cls": 0.033036729000741616, "loss_rpn_loc": 0.07989570579957217, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996875726786442, "mask_rcnn/false_negative": 0.09279392383019297, "mask_rcnn/false_positive": 0.10787507483873471, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.025742634665221, "total_loss": 0.7557462477707304}
{"data_time": 0.014158311299979687, "eta_seconds": 60918.86269462295, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.27840278183624567, "fast_rcnn/fg_cls_accuracy": 0.6994810971089696, "iteration": 208939, "loss_box_reg": 0.19669729098677635, "loss_cls": 0.17955284123308957, "loss_mask": 0.2230217233300209, "loss_rpn_cls": 0.03327984269708395, "loss_rpn_loc": 0.07858720514923334, "lr": 0.0001, "mask_rcnn/accuracy": 0.9067250590219027, "mask_rcnn/false_negative": 0.0926130973701001, "mask_rcnn/false_positive": 0.10569085077159743, "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": 0.9770281068049371, "total_loss": 0.713240906392457}
{"data_time": 0.021937863435596228, "eta_seconds": 60952.45376151055, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29962181528662424, "fast_rcnn/fg_cls_accuracy": 0.6741688829787233, "iteration": 208959, "loss_box_reg": 0.21334796212613583, "loss_cls": 0.17696266248822212, "loss_mask": 0.2311110980808735, "loss_rpn_cls": 0.03196911851409823, "loss_rpn_loc": 0.05857205390930176, "lr": 0.0001, "mask_rcnn/accuracy": 0.9099587060453067, "mask_rcnn/false_negative": 0.08333576478712187, "mask_rcnn/false_positive": 0.10564665368369339, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.002906875219196, "total_loss": 0.7287679304135963}
{"data_time": 0.016486615408211946, "eta_seconds": 60932.48244638555, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27574868953934095, "fast_rcnn/fg_cls_accuracy": 0.6872409505388228, "iteration": 208979, "loss_box_reg": 0.2172761233523488, "loss_cls": 0.17225576750934124, "loss_mask": 0.24265358969569206, "loss_rpn_cls": 0.03320869372691959, "loss_rpn_loc": 0.0873447498306632, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973555756843801, "mask_rcnn/false_negative": 0.08611823841599267, "mask_rcnn/false_positive": 0.12804999441833348, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0012713964097202, "total_loss": 0.777394536184147}
{"data_time": 0.014480766840279102, "eta_seconds": 60904.706650879234, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3273089332526719, "fast_rcnn/fg_cls_accuracy": 0.6565322329492369, "iteration": 208999, "loss_box_reg": 0.2091635800898075, "loss_cls": 0.17743975762277842, "loss_mask": 0.23734702542424202, "loss_rpn_cls": 0.03360296715982258, "loss_rpn_loc": 0.0887143979780376, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026653077911929, "mask_rcnn/false_negative": 0.08986469950770404, "mask_rcnn/false_positive": 0.1061084858483262, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0064771892502904, "total_loss": 0.7471950417966582}
{"data_time": 0.0165746440179646, "eta_seconds": 60915.01924560405, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.30964249816630895, "fast_rcnn/fg_cls_accuracy": 0.6567146783137852, "iteration": 209019, "loss_box_reg": 0.24822584446519613, "loss_cls": 0.20529931224882603, "loss_mask": 0.24220452085137367, "loss_rpn_cls": 0.038913404918275774, "loss_rpn_loc": 0.07489788997918367, "lr": 0.0001, "mask_rcnn/accuracy": 0.904514622838346, "mask_rcnn/false_negative": 0.07630409698450569, "mask_rcnn/false_positive": 0.11159151120595526, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0184302390553057, "total_loss": 0.821576009853743}
{"data_time": 0.016668533440679312, "eta_seconds": 60916.00939616561, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.3219394761085328, "fast_rcnn/fg_cls_accuracy": 0.6285899694076202, "iteration": 209039, "loss_box_reg": 0.21910634078085423, "loss_cls": 0.1723120277747512, "loss_mask": 0.22697314620018005, "loss_rpn_cls": 0.03170488984324038, "loss_rpn_loc": 0.08266678475774825, "lr": 0.0001, "mask_rcnn/accuracy": 0.9028267878976712, "mask_rcnn/false_negative": 0.09608735702976098, "mask_rcnn/false_positive": 0.10728603667253996, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0342958513647318, "total_loss": 0.7629872154211625}
{"data_time": 0.015995822846889496, "eta_seconds": 60883.61740026623, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2459104883105741, "fast_rcnn/fg_cls_accuracy": 0.7138519998433032, "iteration": 209059, "loss_box_reg": 0.20522524416446686, "loss_cls": 0.17485710605978966, "loss_mask": 0.2383249942213297, "loss_rpn_cls": 0.03555467538535595, "loss_rpn_loc": 0.0705633363686502, "lr": 0.0001, "mask_rcnn/accuracy": 0.8926943173562452, "mask_rcnn/false_negative": 0.0972020299288901, "mask_rcnn/false_positive": 0.10369582542468145, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0030241021886468, "total_loss": 0.7222588087897748}
{"data_time": 0.013613320421427488, "eta_seconds": 60888.54141002521, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.26674038868759115, "fast_rcnn/fg_cls_accuracy": 0.703344141891628, "iteration": 209079, "loss_box_reg": 0.22177017107605934, "loss_cls": 0.18397268746048212, "loss_mask": 0.24744553305208683, "loss_rpn_cls": 0.03521087998524308, "loss_rpn_loc": 0.07288595871068537, "lr": 0.0001, "mask_rcnn/accuracy": 0.9060290372070325, "mask_rcnn/false_negative": 0.08146599374737701, "mask_rcnn/false_positive": 0.10136714913959499, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9930520667694509, "total_loss": 0.7856719074770808}
{"data_time": 0.025121361017227173, "eta_seconds": 60845.20968901925, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.33176100628930816, "fast_rcnn/fg_cls_accuracy": 0.6539489935355022, "iteration": 209099, "loss_box_reg": 0.2052752748131752, "loss_cls": 0.16402032785117626, "loss_mask": 0.23176509141921997, "loss_rpn_cls": 0.032504985749255866, "loss_rpn_loc": 0.06373060017358512, "lr": 0.0001, "mask_rcnn/accuracy": 0.892896714099738, "mask_rcnn/false_negative": 0.09610589003644265, "mask_rcnn/false_positive": 0.1118141679782608, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9791423180140555, "total_loss": 0.7052726177498698}
{"data_time": 0.018846016377210617, "eta_seconds": 60825.22768255323, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.26916093222874476, "fast_rcnn/fg_cls_accuracy": 0.6959239385134501, "iteration": 209119, "loss_box_reg": 0.21096770092844963, "loss_cls": 0.176975523121655, "loss_mask": 0.23450334556400776, "loss_rpn_cls": 0.03158878185786307, "loss_rpn_loc": 0.07021850434830412, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016335721826298, "mask_rcnn/false_negative": 0.09113527949605177, "mask_rcnn/false_positive": 0.10432140744621816, "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": 1.0021505164913833, "total_loss": 0.7306817135540769}
{"data_time": 0.02030023466795683, "eta_seconds": 60803.24497514404, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2784609829658893, "fast_rcnn/fg_cls_accuracy": 0.7063259041772321, "iteration": 209139, "loss_box_reg": 0.18862874247133732, "loss_cls": 0.1598548199981451, "loss_mask": 0.21593856625258923, "loss_rpn_cls": 0.027133981697261333, "loss_rpn_loc": 0.062090516090393066, "lr": 0.0001, "mask_rcnn/accuracy": 0.9049868395719758, "mask_rcnn/false_negative": 0.08360752498168093, "mask_rcnn/false_positive": 0.10511378182216885, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9846467291936278, "total_loss": 0.6603441081242636}
{"data_time": 0.018143102061003447, "eta_seconds": 60754.17653018609, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2516239316239316, "fast_rcnn/fg_cls_accuracy": 0.7314319667260843, "iteration": 209159, "loss_box_reg": 0.21477239206433296, "loss_cls": 0.17280421778559685, "loss_mask": 0.23192815855145454, "loss_rpn_cls": 0.02925230038817972, "loss_rpn_loc": 0.07309942529536784, "lr": 0.0001, "mask_rcnn/accuracy": 0.8997259697677646, "mask_rcnn/false_negative": 0.09377605280639509, "mask_rcnn/false_positive": 0.10351255586710906, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0098991100676358, "total_loss": 0.7313591567799449}
{"data_time": 0.014881566166877747, "eta_seconds": 60722.41129413247, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.28631179748360513, "fast_rcnn/fg_cls_accuracy": 0.670449699672259, "iteration": 209179, "loss_box_reg": 0.2149443607777357, "loss_cls": 0.16797842597588897, "loss_mask": 0.23963520675897598, "loss_rpn_cls": 0.03071161254774779, "loss_rpn_loc": 0.05798992502968758, "lr": 0.0001, "mask_rcnn/accuracy": 0.8881288875111798, "mask_rcnn/false_negative": 0.09245764182498303, "mask_rcnn/false_positive": 0.1167561145733402, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9904917180538177, "total_loss": 0.7219744103495032}
{"data_time": 0.014351803809404373, "eta_seconds": 60702.44338512421, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.30587409687554823, "fast_rcnn/fg_cls_accuracy": 0.6814701988867446, "iteration": 209199, "loss_box_reg": 0.21019373647868633, "loss_cls": 0.1739628640934825, "loss_mask": 0.22173849679529667, "loss_rpn_cls": 0.03231993963709101, "loss_rpn_loc": 0.07051545951981097, "lr": 0.0001, "mask_rcnn/accuracy": 0.9003419172646941, "mask_rcnn/false_negative": 0.08119587121103666, "mask_rcnn/false_positive": 0.11890173554119256, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.001616815570742, "total_loss": 0.7521885383757763}
{"data_time": 0.012446978595107794, "eta_seconds": 60689.99841338955, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2724209349727135, "fast_rcnn/fg_cls_accuracy": 0.7235107502136893, "iteration": 209219, "loss_box_reg": 0.20313350949436426, "loss_cls": 0.17488109227269888, "loss_mask": 0.23762115836143494, "loss_rpn_cls": 0.03133024135604501, "loss_rpn_loc": 0.06695904838852584, "lr": 0.0001, "mask_rcnn/accuracy": 0.9016921199681303, "mask_rcnn/false_negative": 0.09353583439151564, "mask_rcnn/false_positive": 0.1063065493384028, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0211720038205385, "total_loss": 0.7210337698925287}
{"data_time": 0.014875934459269047, "eta_seconds": 60670.02802891657, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.31043710972346117, "fast_rcnn/fg_cls_accuracy": 0.6533565823888405, "iteration": 209239, "loss_box_reg": 0.20876480545848608, "loss_cls": 0.16371494298800826, "loss_mask": 0.22515943460166454, "loss_rpn_cls": 0.03240219096187502, "loss_rpn_loc": 0.07987483078613877, "lr": 0.0001, "mask_rcnn/accuracy": 0.8996430318492891, "mask_rcnn/false_negative": 0.0805435962347231, "mask_rcnn/false_positive": 0.11620083476736859, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0117100174538791, "total_loss": 0.6935024070553482}
{"data_time": 0.017365230713039637, "eta_seconds": 60650.05764444359, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29960111893908, "fast_rcnn/fg_cls_accuracy": 0.6510833725859633, "iteration": 209259, "loss_box_reg": 0.23612716980278492, "loss_cls": 0.18331151362508535, "loss_mask": 0.22659645788371563, "loss_rpn_cls": 0.030877870274707675, "loss_rpn_loc": 0.07800368033349514, "lr": 0.0001, "mask_rcnn/accuracy": 0.9025135457075393, "mask_rcnn/false_negative": 0.10153450862029928, "mask_rcnn/false_positive": 0.10286739887956095, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9661230049096048, "total_loss": 0.7732405497226864}
{"data_time": 0.013889052905142307, "eta_seconds": 60562.754275649786, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2653278888347148, "fast_rcnn/fg_cls_accuracy": 0.6909027046013347, "iteration": 209279, "loss_box_reg": 0.19949968438595533, "loss_cls": 0.16336547303944826, "loss_mask": 0.2370430864393711, "loss_rpn_cls": 0.035701287095434964, "loss_rpn_loc": 0.07367340382188559, "lr": 0.0001, "mask_rcnn/accuracy": 0.9004630743806956, "mask_rcnn/false_negative": 0.09202915166863587, "mask_rcnn/false_positive": 0.10939678295295761, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9825952439568937, "total_loss": 0.7238698552828282}
{"data_time": 0.014242792502045631, "eta_seconds": 60503.85160781443, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.28576552572248415, "fast_rcnn/fg_cls_accuracy": 0.686401833460657, "iteration": 209299, "loss_box_reg": 0.20036262273788452, "loss_cls": 0.174248025752604, "loss_mask": 0.24125324934720993, "loss_rpn_cls": 0.04454550368245691, "loss_rpn_loc": 0.08163260295987129, "lr": 0.0001, "mask_rcnn/accuracy": 0.9002818449587568, "mask_rcnn/false_negative": 0.09369741318987944, "mask_rcnn/false_positive": 0.10630981185740193, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9581089927814901, "total_loss": 0.7223301907069981}
{"data_time": 0.020245357416570187, "eta_seconds": 60461.81037960574, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27242691399548147, "fast_rcnn/fg_cls_accuracy": 0.7170046193532905, "iteration": 209319, "loss_box_reg": 0.20256995037198067, "loss_cls": 0.17363121453672647, "loss_mask": 0.22729170322418213, "loss_rpn_cls": 0.030687144841067493, "loss_rpn_loc": 0.07424395112320781, "lr": 0.0001, "mask_rcnn/accuracy": 0.9074211900004079, "mask_rcnn/false_negative": 0.08440449457450691, "mask_rcnn/false_positive": 0.09329263521538526, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.980258621275425, "total_loss": 0.6965822197234957}
{"data_time": 0.014346710871905088, "eta_seconds": 60455.181722911075, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3028793198402864, "fast_rcnn/fg_cls_accuracy": 0.675010175010175, "iteration": 209339, "loss_box_reg": 0.22174503095448017, "loss_cls": 0.17525189649313688, "loss_mask": 0.23583431355655193, "loss_rpn_cls": 0.03464033571071923, "loss_rpn_loc": 0.07112116157077253, "lr": 0.0001, "mask_rcnn/accuracy": 0.8979419075636791, "mask_rcnn/false_negative": 0.09033165896260467, "mask_rcnn/false_positive": 0.11001342401665591, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0107287294231355, "total_loss": 0.7220230409875512}
{"data_time": 0.019795148633420467, "eta_seconds": 60452.33105674386, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3080249577444528, "fast_rcnn/fg_cls_accuracy": 0.6557424269094749, "iteration": 209359, "loss_box_reg": 0.2052616886794567, "loss_cls": 0.17196801397949457, "loss_mask": 0.23059113882482052, "loss_rpn_cls": 0.02864345151465386, "loss_rpn_loc": 0.06295640685129911, "lr": 0.0001, "mask_rcnn/accuracy": 0.8906293546596884, "mask_rcnn/false_negative": 0.09594675238714921, "mask_rcnn/false_positive": 0.11891740361481672, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0200977236963809, "total_loss": 0.7004017055151053}
{"data_time": 0.02306067431345582, "eta_seconds": 60454.48705746792, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.3225108225108225, "fast_rcnn/fg_cls_accuracy": 0.6599451578384162, "iteration": 209379, "loss_box_reg": 0.2186882309615612, "loss_cls": 0.18697991035878658, "loss_mask": 0.236179044470191, "loss_rpn_cls": 0.03238471085205674, "loss_rpn_loc": 0.06792721105739474, "lr": 0.0001, "mask_rcnn/accuracy": 0.8905389858646161, "mask_rcnn/false_negative": 0.07672141958966652, "mask_rcnn/false_positive": 0.10418848550327642, "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": 1.0189925744198263, "total_loss": 0.7522194997873157}
{"data_time": 0.02090890984982252, "eta_seconds": 60434.541664179415, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28360548000606645, "fast_rcnn/fg_cls_accuracy": 0.6804177112902223, "iteration": 209399, "loss_box_reg": 0.21056486666202545, "loss_cls": 0.1742849387228489, "loss_mask": 0.2356255128979683, "loss_rpn_cls": 0.029984856257215142, "loss_rpn_loc": 0.0706735027488321, "lr": 0.0001, "mask_rcnn/accuracy": 0.8923151921060888, "mask_rcnn/false_negative": 0.09199836046989256, "mask_rcnn/false_positive": 0.11353824294128098, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9811881096102297, "total_loss": 0.7374368800665252}
{"data_time": 0.017542066983878613, "eta_seconds": 60414.59627089091, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2945244773074962, "fast_rcnn/fg_cls_accuracy": 0.6886792452830188, "iteration": 209419, "loss_box_reg": 0.2049243412911892, "loss_cls": 0.17697818856686354, "loss_mask": 0.23686381615698338, "loss_rpn_cls": 0.032939817931037396, "loss_rpn_loc": 0.07976522017270327, "lr": 0.0001, "mask_rcnn/accuracy": 0.8987944056962185, "mask_rcnn/false_negative": 0.10400830614710374, "mask_rcnn/false_positive": 0.10663936602295482, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9933363553136587, "total_loss": 0.7175781798432581}
{"data_time": 0.014246649108827114, "eta_seconds": 60394.6508776024, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23642268330653599, "fast_rcnn/fg_cls_accuracy": 0.7302147010585955, "iteration": 209439, "loss_box_reg": 0.18617435917258263, "loss_cls": 0.1576750222593546, "loss_mask": 0.20862690173089504, "loss_rpn_cls": 0.03096962394192815, "loss_rpn_loc": 0.06476089172065258, "lr": 0.0001, "mask_rcnn/accuracy": 0.9151093806577351, "mask_rcnn/false_negative": 0.06864819333757002, "mask_rcnn/false_positive": 0.08513266018594925, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0059973667375743, "total_loss": 0.6321370742516592}
{"data_time": 0.016829706262797117, "eta_seconds": 60374.70548431389, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2813092979127135, "fast_rcnn/fg_cls_accuracy": 0.6992244576823647, "iteration": 209459, "loss_box_reg": 0.19814122468233109, "loss_cls": 0.17481199093163013, "loss_mask": 0.22328667156398296, "loss_rpn_cls": 0.026515671284869313, "loss_rpn_loc": 0.061273947125300765, "lr": 0.0001, "mask_rcnn/accuracy": 0.9119368283560793, "mask_rcnn/false_negative": 0.07931889745026807, "mask_rcnn/false_positive": 0.10252805065327811, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9926023012958467, "total_loss": 0.6859682643553242}
{"data_time": 0.015968482475727797, "eta_seconds": 60370.90807724744, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.30579703106535217, "fast_rcnn/fg_cls_accuracy": 0.6786031618300391, "iteration": 209479, "loss_box_reg": 0.20999724138528109, "loss_cls": 0.185185503680259, "loss_mask": 0.23226920515298843, "loss_rpn_cls": 0.03370428504422307, "loss_rpn_loc": 0.07790402881801128, "lr": 0.0001, "mask_rcnn/accuracy": 0.8960079645893445, "mask_rcnn/false_negative": 0.10535025061382405, "mask_rcnn/false_positive": 0.10881103568877097, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0046902294270694, "total_loss": 0.7671469749766402}
{"data_time": 0.017612455412745476, "eta_seconds": 60345.19635140896, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.25969150969150967, "fast_rcnn/fg_cls_accuracy": 0.6833862175575625, "iteration": 209499, "loss_box_reg": 0.21128858625888824, "loss_cls": 0.1681955112144351, "loss_mask": 0.22049223259091377, "loss_rpn_cls": 0.03542528674006462, "loss_rpn_loc": 0.07363669807091355, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992229747562008, "mask_rcnn/false_negative": 0.08394326189399776, "mask_rcnn/false_positive": 0.11603749403037415, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9973905589431524, "total_loss": 0.7267561918124557}
{"data_time": 0.016342645976692438, "eta_seconds": 60360.925083607435, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.283008658008658, "fast_rcnn/fg_cls_accuracy": 0.7089947089947091, "iteration": 209519, "loss_box_reg": 0.22176308929920197, "loss_cls": 0.1658162223175168, "loss_mask": 0.23256485536694527, "loss_rpn_cls": 0.03054380789399147, "loss_rpn_loc": 0.0693897120654583, "lr": 0.0001, "mask_rcnn/accuracy": 0.8984401761940488, "mask_rcnn/false_negative": 0.09459319537416594, "mask_rcnn/false_positive": 0.1200254739879359, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9965322273783386, "total_loss": 0.7088748232927173}
{"data_time": 0.017122268676757812, "eta_seconds": 60356.95935596712, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3206828788995333, "fast_rcnn/fg_cls_accuracy": 0.6495824121837386, "iteration": 209539, "loss_box_reg": 0.2081801239401102, "loss_cls": 0.1743868039920926, "loss_mask": 0.23286732099950314, "loss_rpn_cls": 0.0356908596586436, "loss_rpn_loc": 0.07235787692479789, "lr": 0.0001, "mask_rcnn/accuracy": 0.8910794547410801, "mask_rcnn/false_negative": 0.10098452654277587, "mask_rcnn/false_positive": 0.12024167039044781, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9600252183154225, "total_loss": 0.7403226075111888}
{"data_time": 0.02106207050383091, "eta_seconds": 60379.244799073786, "fast_rcnn/cls_accuracy": 0.924072265625, "fast_rcnn/false_negative": 0.32521645021645024, "fast_rcnn/fg_cls_accuracy": 0.6349645445336243, "iteration": 209559, "loss_box_reg": 0.20088794268667698, "loss_cls": 0.16472682962194085, "loss_mask": 0.23267445340752602, "loss_rpn_cls": 0.035125908674672246, "loss_rpn_loc": 0.0627862160326913, "lr": 0.0001, "mask_rcnn/accuracy": 0.8895027128286646, "mask_rcnn/false_negative": 0.10449151119684338, "mask_rcnn/false_positive": 0.12931727880959254, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0104613853618503, "total_loss": 0.7257797337369993}
{"data_time": 0.017504261806607246, "eta_seconds": 60397.21443867311, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2767872304296145, "fast_rcnn/fg_cls_accuracy": 0.6960381593714927, "iteration": 209579, "loss_box_reg": 0.22252526506781578, "loss_cls": 0.17482939455658197, "loss_mask": 0.24925750121474266, "loss_rpn_cls": 0.030518075916916132, "loss_rpn_loc": 0.07662277622148395, "lr": 0.0001, "mask_rcnn/accuracy": 0.8973308992298865, "mask_rcnn/false_negative": 0.08985565399353093, "mask_rcnn/false_positive": 0.13383146788293662, "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": 1.0165279186330736, "total_loss": 0.7445275383070111}
{"data_time": 0.018202767241746187, "eta_seconds": 60417.578826099634, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24897651368239604, "fast_rcnn/fg_cls_accuracy": 0.7120583088207917, "iteration": 209599, "loss_box_reg": 0.20288120582699776, "loss_cls": 0.16165779065340757, "loss_mask": 0.23481055162847042, "loss_rpn_cls": 0.029420737293548882, "loss_rpn_loc": 0.05930597582482733, "lr": 0.0001, "mask_rcnn/accuracy": 0.8946300360803663, "mask_rcnn/false_negative": 0.08795904639231134, "mask_rcnn/false_positive": 0.11913687536080111, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0045267078094184, "total_loss": 0.7081773311656434}
{"data_time": 0.016429608687758446, "eta_seconds": 60410.89514187537, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2714445752788408, "fast_rcnn/fg_cls_accuracy": 0.7238085892781212, "iteration": 209619, "loss_box_reg": 0.2151784896850586, "loss_cls": 0.1660194145515561, "loss_mask": 0.23289115726947784, "loss_rpn_cls": 0.030333735048770905, "loss_rpn_loc": 0.07674682920332998, "lr": 0.0001, "mask_rcnn/accuracy": 0.8975808968553551, "mask_rcnn/false_negative": 0.09134675623961261, "mask_rcnn/false_positive": 0.1061125909523537, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0441211410798132, "total_loss": 0.726973106735386}
{"data_time": 0.018128410913050175, "eta_seconds": 60403.87939799577, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.24644138755980863, "fast_rcnn/fg_cls_accuracy": 0.709090909090909, "iteration": 209639, "loss_box_reg": 0.20835162699222565, "loss_cls": 0.1670092148706317, "loss_mask": 0.2202075496315956, "loss_rpn_cls": 0.03563189459964633, "loss_rpn_loc": 0.06027780729345977, "lr": 0.0001, "mask_rcnn/accuracy": 0.9031288287663882, "mask_rcnn/false_negative": 0.08292067780576656, "mask_rcnn/false_positive": 0.11058971607368662, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0077397832646966, "total_loss": 0.6910453788004816}
{"data_time": 0.019316104240715504, "eta_seconds": 60381.177593944594, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24004329004329006, "fast_rcnn/fg_cls_accuracy": 0.752444656792483, "iteration": 209659, "loss_box_reg": 0.202577605843544, "loss_cls": 0.16726163122802973, "loss_mask": 0.24156183935701847, "loss_rpn_cls": 0.02726400480605662, "loss_rpn_loc": 0.0588177622994408, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045777075339284, "mask_rcnn/false_negative": 0.10012384154780357, "mask_rcnn/false_positive": 0.09678307229153776, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0033225389197469, "total_loss": 0.6916428387630731}
{"data_time": 0.018102336674928665, "eta_seconds": 60417.84340843558, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.23072543449005647, "fast_rcnn/fg_cls_accuracy": 0.7461367880485528, "iteration": 209679, "loss_box_reg": 0.20256954617798328, "loss_cls": 0.162638695910573, "loss_mask": 0.23810255341231823, "loss_rpn_cls": 0.031215868541039526, "loss_rpn_loc": 0.06628787890076637, "lr": 0.0001, "mask_rcnn/accuracy": 0.9007744845423802, "mask_rcnn/false_negative": 0.08898180040615804, "mask_rcnn/false_positive": 0.10987203470293122, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0288859852589667, "total_loss": 0.7334812001790851}
{"data_time": 0.017872274853289127, "eta_seconds": 60340.39619718678, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2836094351842383, "fast_rcnn/fg_cls_accuracy": 0.7124535569417458, "iteration": 209699, "loss_box_reg": 0.188944760710001, "loss_cls": 0.14443160872906446, "loss_mask": 0.22616364434361458, "loss_rpn_cls": 0.023776530055329204, "loss_rpn_loc": 0.05146906222216785, "lr": 0.0001, "mask_rcnn/accuracy": 0.9116408333353156, "mask_rcnn/false_negative": 0.0723115865837883, "mask_rcnn/false_positive": 0.11545330893940768, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.981324986089021, "total_loss": 0.6499152773758397}
{"data_time": 0.01608110498636961, "eta_seconds": 60320.382798779756, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32737573557030175, "fast_rcnn/fg_cls_accuracy": 0.6692229038854806, "iteration": 209719, "loss_box_reg": 0.21563104912638664, "loss_cls": 0.17288672411814332, "loss_mask": 0.22648934088647366, "loss_rpn_cls": 0.03205715410877019, "loss_rpn_loc": 0.060518907906953245, "lr": 0.0001, "mask_rcnn/accuracy": 0.9026571518498736, "mask_rcnn/false_negative": 0.07434165586041075, "mask_rcnn/false_positive": 0.11527598991263778, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9973593391478062, "total_loss": 0.7230199967743829}
{"data_time": 0.016318474430590868, "eta_seconds": 60303.806701842695, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.3126022628372498, "fast_rcnn/fg_cls_accuracy": 0.6863613231552164, "iteration": 209739, "loss_box_reg": 0.19908558297902346, "loss_cls": 0.16442447202280164, "loss_mask": 0.2237785067409277, "loss_rpn_cls": 0.02887745655607432, "loss_rpn_loc": 0.08882735075894743, "lr": 0.0001, "mask_rcnn/accuracy": 0.8970090939575441, "mask_rcnn/false_negative": 0.0930539720603573, "mask_rcnn/false_positive": 0.11953833374743353, "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": 1.0060603460296988, "total_loss": 0.7248167764628306}
{"data_time": 0.01354857673868537, "eta_seconds": 60282.68976923078, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2784357018600294, "fast_rcnn/fg_cls_accuracy": 0.6680382711093269, "iteration": 209759, "loss_box_reg": 0.2100874911993742, "loss_cls": 0.16345358733087778, "loss_mask": 0.23461318761110306, "loss_rpn_cls": 0.03209004469681531, "loss_rpn_loc": 0.05961491516791284, "lr": 0.0001, "mask_rcnn/accuracy": 0.8912493973245794, "mask_rcnn/false_negative": 0.09367451666177659, "mask_rcnn/false_positive": 0.11978218968814328, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9873504037968814, "total_loss": 0.732920971699059}
{"data_time": 0.014554820954799652, "eta_seconds": 60209.771775947884, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27252039327967154, "fast_rcnn/fg_cls_accuracy": 0.7076278118609407, "iteration": 209779, "loss_box_reg": 0.2089514248073101, "loss_cls": 0.1633218927308917, "loss_mask": 0.22289730794727802, "loss_rpn_cls": 0.02984012314118445, "loss_rpn_loc": 0.0663805587682873, "lr": 0.0001, "mask_rcnn/accuracy": 0.8899162599271166, "mask_rcnn/false_negative": 0.0987061145847616, "mask_rcnn/false_positive": 0.09917675070640994, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.964934260584414, "total_loss": 0.693313708761707}
{"data_time": 0.017166830133646727, "eta_seconds": 60141.02345407009, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.28035395541377084, "fast_rcnn/fg_cls_accuracy": 0.6733083795185706, "iteration": 209799, "loss_box_reg": 0.20721887424588203, "loss_cls": 0.1537506766617298, "loss_mask": 0.2399348635226488, "loss_rpn_cls": 0.032006011926569045, "loss_rpn_loc": 0.06699898280203342, "lr": 0.0001, "mask_rcnn/accuracy": 0.8999759878137401, "mask_rcnn/false_negative": 0.10210954084877057, "mask_rcnn/false_positive": 0.0993641017305742, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.980837928596884, "total_loss": 0.6842492753639817}
{"data_time": 0.019944910891354084, "eta_seconds": 60163.22917051613, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28986042692939246, "fast_rcnn/fg_cls_accuracy": 0.6682841261162749, "iteration": 209819, "loss_box_reg": 0.2176760882139206, "loss_cls": 0.1767016458325088, "loss_mask": 0.22631478868424892, "loss_rpn_cls": 0.03323860536329448, "loss_rpn_loc": 0.07610952667891979, "lr": 0.0001, "mask_rcnn/accuracy": 0.8934498661184626, "mask_rcnn/false_negative": 0.09448703311570669, "mask_rcnn/false_positive": 0.11829964533933926, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9973267163150012, "total_loss": 0.7182993969181553}
{"data_time": 0.01614403584972024, "eta_seconds": 60101.0626411438, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.25189745594319035, "fast_rcnn/fg_cls_accuracy": 0.7154873270968258, "iteration": 209839, "loss_box_reg": 0.2074342779815197, "loss_cls": 0.16514017060399055, "loss_mask": 0.21955271530896425, "loss_rpn_cls": 0.03024665964767337, "loss_rpn_loc": 0.07908114831661806, "lr": 0.0001, "mask_rcnn/accuracy": 0.90975177424868, "mask_rcnn/false_negative": 0.0915795726447867, "mask_rcnn/false_positive": 0.08857473879460628, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9912747289054096, "total_loss": 0.7145649003796279}
{"data_time": 0.018485496751964092, "eta_seconds": 60057.53257558681, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.3012449977767897, "fast_rcnn/fg_cls_accuracy": 0.6328415308039326, "iteration": 209859, "loss_box_reg": 0.20877233892679214, "loss_cls": 0.17275244928896427, "loss_mask": 0.23786043003201485, "loss_rpn_cls": 0.030202164489310235, "loss_rpn_loc": 0.07588267128448933, "lr": 0.0001, "mask_rcnn/accuracy": 0.9119841187018434, "mask_rcnn/false_negative": 0.0783263512473043, "mask_rcnn/false_positive": 0.1142876263181366, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9794086934998631, "total_loss": 0.7304464185144752}
{"data_time": 0.016269817482680082, "eta_seconds": 60032.39465257153, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.229020979020979, "fast_rcnn/fg_cls_accuracy": 0.7434165940555717, "iteration": 209879, "loss_box_reg": 0.19163191225379705, "loss_cls": 0.14844272285699844, "loss_mask": 0.22487556748092175, "loss_rpn_cls": 0.02715075248852372, "loss_rpn_loc": 0.05717191833537072, "lr": 0.0001, "mask_rcnn/accuracy": 0.9075921707421016, "mask_rcnn/false_negative": 0.07457443883122014, "mask_rcnn/false_positive": 0.10672621973147617, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9898115186952055, "total_loss": 0.6501474282122217}
{"data_time": 0.015139345545321703, "eta_seconds": 60034.762303577736, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27603985633182715, "fast_rcnn/fg_cls_accuracy": 0.657067782067782, "iteration": 209899, "loss_box_reg": 0.19074224960058928, "loss_cls": 0.15395663864910603, "loss_mask": 0.23581081721931696, "loss_rpn_cls": 0.03183737420476973, "loss_rpn_loc": 0.06439728289842606, "lr": 0.0001, "mask_rcnn/accuracy": 0.9056198715633489, "mask_rcnn/false_negative": 0.0873987560498063, "mask_rcnn/false_positive": 0.10874673051179773, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0337707255966961, "total_loss": 0.6788639988517389}
{"data_time": 0.016874244436621666, "eta_seconds": 59997.61485103518, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2965802756195769, "fast_rcnn/fg_cls_accuracy": 0.6799644817565386, "iteration": 209919, "loss_box_reg": 0.2075768169015646, "loss_cls": 0.16123041789978743, "loss_mask": 0.2307486329227686, "loss_rpn_cls": 0.028230498428456485, "loss_rpn_loc": 0.0731911575421691, "lr": 0.0001, "mask_rcnn/accuracy": 0.9045311126843081, "mask_rcnn/false_negative": 0.09014023450589859, "mask_rcnn/false_positive": 0.11189584532314589, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0081142447888851, "total_loss": 0.7218294127378613}
{"data_time": 0.022558128461241722, "eta_seconds": 59977.64227618463, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2403531109413462, "fast_rcnn/fg_cls_accuracy": 0.7119298806479113, "iteration": 209939, "loss_box_reg": 0.22157751768827438, "loss_cls": 0.16957808192819357, "loss_mask": 0.23502327874302864, "loss_rpn_cls": 0.030586680863052607, "loss_rpn_loc": 0.08142460731323808, "lr": 0.0001, "mask_rcnn/accuracy": 0.9009609363354742, "mask_rcnn/false_negative": 0.08124382788568837, "mask_rcnn/false_positive": 0.11171262561689448, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9886940489523113, "total_loss": 0.7379582232097164}
{"data_time": 0.021370163187384605, "eta_seconds": 59936.07521081343, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2753660548566715, "fast_rcnn/fg_cls_accuracy": 0.6811706881143879, "iteration": 209959, "loss_box_reg": 0.2103171308990568, "loss_cls": 0.17455592192709446, "loss_mask": 0.23695874400436878, "loss_rpn_cls": 0.03149000648409128, "loss_rpn_loc": 0.07046978524886072, "lr": 0.0001, "mask_rcnn/accuracy": 0.8992301450645264, "mask_rcnn/false_negative": 0.0981443776006069, "mask_rcnn/false_positive": 0.09571337666653487, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9750178982503712, "total_loss": 0.7139762999722734}
{"data_time": 0.01203104667365551, "eta_seconds": 59871.343567967415, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.28693291294447365, "fast_rcnn/fg_cls_accuracy": 0.6907221999733013, "iteration": 209979, "loss_box_reg": 0.21103208418935537, "loss_cls": 0.17913257330656052, "loss_mask": 0.24531203135848045, "loss_rpn_cls": 0.029207901883637533, "loss_rpn_loc": 0.07458032527938485, "lr": 0.0001, "mask_rcnn/accuracy": 0.905704128671714, "mask_rcnn/false_negative": 0.08546415798328894, "mask_rcnn/false_positive": 0.09762381907633155, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9771184441633523, "total_loss": 0.757600411772728}
{"bbox/AP": 42.13322975726771, "bbox/AP-airplane": 67.11125192031943, "bbox/AP-apple": 18.94249690315777, "bbox/AP-backpack": 16.616897362975664, "bbox/AP-banana": 27.097666492382398, "bbox/AP-baseball bat": 33.522017073155844, "bbox/AP-baseball glove": 40.39036835355779, "bbox/AP-bear": 72.23213420469841, "bbox/AP-bed": 44.014741700282435, "bbox/AP-bench": 25.877075738980103, "bbox/AP-bicycle": 32.44163135594359, "bbox/AP-bird": 35.516080716556935, "bbox/AP-boat": 28.052833456947784, "bbox/AP-book": 16.434656477703673, "bbox/AP-bottle": 40.129765878796, "bbox/AP-bowl": 40.667535084547964, "bbox/AP-broccoli": 23.928742736503608, "bbox/AP-bus": 65.6552020779754, "bbox/AP-cake": 35.155473976060485, "bbox/AP-car": 46.241082157606726, "bbox/AP-carrot": 21.564721534669324, "bbox/AP-cat": 65.32426836401294, "bbox/AP-cell phone": 34.182733144810264, "bbox/AP-chair": 29.05968843233437, "bbox/AP-clock": 50.12020968727278, "bbox/AP-couch": 43.349591962623144, "bbox/AP-cow": 58.260756820531476, "bbox/AP-cup": 42.87351730101736, "bbox/AP-dining table": 27.22244982197396, "bbox/AP-dog": 61.638918069036855, "bbox/AP-donut": 48.34863614515895, "bbox/AP-elephant": 62.24171973069793, "bbox/AP-fire hydrant": 66.23615454008, "bbox/AP-fork": 36.53767186655358, "bbox/AP-frisbee": 66.50453177053912, "bbox/AP-giraffe": 67.7951198320789, "bbox/AP-hair drier": 2.5648279113625643, "bbox/AP-handbag": 15.704712752483127, "bbox/AP-horse": 57.66505258250483, "bbox/AP-hot dog": 35.57223120662653, "bbox/AP-keyboard": 51.277960868738134, "bbox/AP-kite": 44.464080191482374, "bbox/AP-knife": 20.110486626897256, "bbox/AP-laptop": 56.790983801226005, "bbox/AP-microwave": 55.786963311351, "bbox/AP-motorcycle": 44.14487007963443, "bbox/AP-mouse": 62.08808060946175, "bbox/AP-orange": 29.02663096568435, "bbox/AP-oven": 34.984759578813744, "bbox/AP-parking meter": 46.77129112815278, "bbox/AP-person": 55.305248473984534, "bbox/AP-pizza": 46.11106244307775, "bbox/AP-potted plant": 25.837744876983916, "bbox/AP-refrigerator": 53.63782134697384, "bbox/AP-remote": 34.84985431562431, "bbox/AP-sandwich": 32.585605721335575, "bbox/AP-scissors": 30.031465768702105, "bbox/AP-sheep": 53.68099520003654, "bbox/AP-sink": 37.67648374680094, "bbox/AP-skateboard": 52.009450114462176, "bbox/AP-skis": 25.07302034934899, "bbox/AP-snowboard": 41.83277444686111, "bbox/AP-spoon": 18.434769864657174, "bbox/AP-sports ball": 47.097060871079904, "bbox/AP-stop sign": 66.84576302248082, "bbox/AP-suitcase": 41.890271185059206, "bbox/AP-surfboard": 40.57314344304373, "bbox/AP-teddy bear": 46.35020371637996, "bbox/AP-tennis racket": 49.23856311435475, "bbox/AP-tie": 32.58711126709487, "bbox/AP-toaster": 33.89636109729694, "bbox/AP-toilet": 62.78439022107646, "bbox/AP-toothbrush": 31.737142358529958, "bbox/AP-traffic light": 28.537805898558062, "bbox/AP-train": 60.92604260456006, "bbox/AP-truck": 34.62655741428816, "bbox/AP-tv": 53.99894112876884, "bbox/AP-umbrella": 41.39143005074181, "bbox/AP-vase": 37.710356121902414, "bbox/AP-wine glass": 38.36709924678791, "bbox/AP-zebra": 66.79256684460152, "bbox/AP50": 64.00717664337104, "bbox/AP75": 46.13097042695155, "bbox/APl": 52.86267965237044, "bbox/APm": 45.844016760000095, "bbox/APs": 27.81911561056562, "data_time": 0.01435280591249466, "eta_seconds": 59817.51898303628, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27380952380952384, "fast_rcnn/fg_cls_accuracy": 0.6793191853012391, "iteration": 209999, "loss_box_reg": 0.20836905017495155, "loss_cls": 0.17990360409021378, "loss_mask": 0.237410269677639, "loss_rpn_cls": 0.029324815375730395, "loss_rpn_loc": 0.06497732037678361, "lr": 0.0001, "mask_rcnn/accuracy": 0.8953135703930284, "mask_rcnn/false_negative": 0.09658613590413988, "mask_rcnn/false_positive": 0.10443638616818415, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "segm/AP": 38.82019227331696, "segm/AP-airplane": 54.28057211392022, "segm/AP-apple": 17.890097434677738, "segm/AP-backpack": 16.83880929217893, "segm/AP-banana": 22.402876113744405, "segm/AP-baseball bat": 29.42963411026996, "segm/AP-baseball glove": 43.689044420646425, "segm/AP-bear": 72.56244751650794, "segm/AP-bed": 33.27052683683616, "segm/AP-bench": 18.888201998514244, "segm/AP-bicycle": 20.04472239025389, "segm/AP-bird": 31.393977918219335, "segm/AP-boat": 25.020526773759062, "segm/AP-book": 10.987644074235236, "segm/AP-bottle": 38.84863598828589, "segm/AP-bowl": 39.54598896276788, "segm/AP-broccoli": 22.96552216402529, "segm/AP-bus": 64.65844004258977, "segm/AP-cake": 36.17683514414152, "segm/AP-car": 44.31577043280892, "segm/AP-carrot": 19.201532800693116, "segm/AP-cat": 66.3377725717079, "segm/AP-cell phone": 35.67342195964109, "segm/AP-chair": 20.334696183457, "segm/AP-clock": 51.05934443092283, "segm/AP-couch": 39.07069279935207, "segm/AP-cow": 51.91714906421978, "segm/AP-cup": 43.59264154696003, "segm/AP-dining table": 17.019551795196104, "segm/AP-dog": 60.639757910395176, "segm/AP-donut": 50.15902397796981, "segm/AP-elephant": 57.626733261379805, "segm/AP-fire hydrant": 64.33668063940482, "segm/AP-fork": 16.691656073348142, "segm/AP-frisbee": 65.8595582661235, "segm/AP-giraffe": 52.538221373488135, "segm/AP-hair drier": 2.234553125642235, "segm/AP-handbag": 15.430805859738902, "segm/AP-horse": 43.24642161565465, "segm/AP-hot dog": 28.970213993804816, "segm/AP-keyboard": 49.41077899076143, "segm/AP-kite": 34.32608583837657, "segm/AP-knife": 13.753563289829005, "segm/AP-laptop": 60.3219950248171, "segm/AP-microwave": 58.96199273603556, "segm/AP-motorcycle": 34.98510206295114, "segm/AP-mouse": 63.35874540158445, "segm/AP-orange": 30.638830732419358, "segm/AP-oven": 32.76403416117923, "segm/AP-parking meter": 47.772144262682424, "segm/AP-person": 48.65300590949108, "segm/AP-pizza": 46.15251091315587, "segm/AP-potted plant": 22.993150443611466, "segm/AP-refrigerator": 56.82200275494685, "segm/AP-remote": 32.69781209678897, "segm/AP-sandwich": 35.09919772147349, "segm/AP-scissors": 22.515700925537345, "segm/AP-sheep": 46.95890984107047, "segm/AP-sink": 36.93962740826811, "segm/AP-skateboard": 33.04397116495803, "segm/AP-skis": 2.566359753878755, "segm/AP-snowboard": 23.50384347992889, "segm/AP-spoon": 12.621587421207442, "segm/AP-sports ball": 47.66652785372731, "segm/AP-stop sign": 67.71466617290432, "segm/AP-suitcase": 43.675441372579755, "segm/AP-surfboard": 34.80217743343588, "segm/AP-teddy bear": 47.524475230282945, "segm/AP-tennis racket": 57.62259467146018, "segm/AP-tie": 32.59479247743732, "segm/AP-toaster": 39.251322392513224, "segm/AP-toilet": 60.95584120955009, "segm/AP-toothbrush": 19.80819833751345, "segm/AP-traffic light": 28.28380084946467, "segm/AP-train": 60.43093926956907, "segm/AP-truck": 34.10940337954585, "segm/AP-tv": 58.557056437431456, "segm/AP-umbrella": 48.91160334053403, "segm/AP-vase": 38.147022698644236, "segm/AP-wine glass": 35.226734114722845, "segm/AP-zebra": 58.32112931160444, "segm/AP50": 61.089285117199225, "segm/AP75": 41.61642820783204, "segm/APl": 54.488810669350144, "segm/APm": 41.72133021786657, "segm/APs": 21.42040813273178, "time": 0.9478163965977728, "total_loss": 0.730452507850714}
{"data_time": 0.017330901697278023, "eta_seconds": 59797.579810041934, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.31096066692776814, "fast_rcnn/fg_cls_accuracy": 0.6526248460153511, "iteration": 210019, "loss_box_reg": 0.2177495015785098, "loss_cls": 0.17082247603684664, "loss_mask": 0.22855993546545506, "loss_rpn_cls": 0.03163745015626773, "loss_rpn_loc": 0.07775734784081578, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041680917654236, "mask_rcnn/false_negative": 0.09164202680731545, "mask_rcnn/false_positive": 0.10901225797851248, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0123201925307512, "total_loss": 0.7321104662260041}
{"data_time": 0.016920608934015036, "eta_seconds": 59756.98112562299, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28467428817946505, "fast_rcnn/fg_cls_accuracy": 0.6992526518804243, "iteration": 210039, "loss_box_reg": 0.22502214834094048, "loss_cls": 0.18172750156372786, "loss_mask": 0.24928796477615833, "loss_rpn_cls": 0.031276773661375046, "loss_rpn_loc": 0.08112560538575053, "lr": 1e-05, "mask_rcnn/accuracy": 0.8922426086519422, "mask_rcnn/false_negative": 0.09186156276766327, "mask_rcnn/false_positive": 0.12105636046585297, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0451936763711274, "total_loss": 0.7526938114315271}
{"data_time": 0.01358861057087779, "eta_seconds": 59731.317670829594, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23308371876758927, "fast_rcnn/fg_cls_accuracy": 0.7253318584070796, "iteration": 210059, "loss_box_reg": 0.23227900732308626, "loss_cls": 0.17101971805095673, "loss_mask": 0.24379567615687847, "loss_rpn_cls": 0.0312962478492409, "loss_rpn_loc": 0.066518594045192, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000496261177922, "mask_rcnn/false_negative": 0.09668599989500076, "mask_rcnn/false_positive": 0.09579968765549925, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9979532472789288, "total_loss": 0.7404666261281818}
{"data_time": 0.020725331269204617, "eta_seconds": 59714.52944904566, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32803916885598283, "fast_rcnn/fg_cls_accuracy": 0.6341055648435634, "iteration": 210079, "loss_box_reg": 0.22256097570061684, "loss_cls": 0.1732850493863225, "loss_mask": 0.23628249019384384, "loss_rpn_cls": 0.03094278962817043, "loss_rpn_loc": 0.07726175326388329, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050629013287559, "mask_rcnn/false_negative": 0.07668701734017566, "mask_rcnn/false_positive": 0.11299699486568264, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0185010461136699, "total_loss": 0.7362434767419472}
{"data_time": 0.015598856378346682, "eta_seconds": 59708.00703018904, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.302578440509475, "fast_rcnn/fg_cls_accuracy": 0.6658692185007975, "iteration": 210099, "loss_box_reg": 0.24394609965384007, "loss_cls": 0.17763020750135183, "loss_mask": 0.23846424743533134, "loss_rpn_cls": 0.03411067393608391, "loss_rpn_loc": 0.06984087359160185, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989890569601533, "mask_rcnn/false_negative": 0.08904453005398805, "mask_rcnn/false_positive": 0.11016075923538537, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0088221835903823, "total_loss": 0.7809104492771439}
{"data_time": 0.020703273359686136, "eta_seconds": 59680.95544042066, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25353992141745124, "fast_rcnn/fg_cls_accuracy": 0.7071511531441845, "iteration": 210119, "loss_box_reg": 0.2051848629489541, "loss_cls": 0.1672887597233057, "loss_mask": 0.22816547565162182, "loss_rpn_cls": 0.030095616355538368, "loss_rpn_loc": 0.07287725433707237, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950516608212051, "mask_rcnn/false_negative": 0.09472078288463154, "mask_rcnn/false_positive": 0.11717869200514994, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9874316714704037, "total_loss": 0.7217606592457741}
{"data_time": 0.01827892754226923, "eta_seconds": 59646.63174673915, "fast_rcnn/cls_accuracy": 0.927001953125, "fast_rcnn/false_negative": 0.30744514106583076, "fast_rcnn/fg_cls_accuracy": 0.6717379425383222, "iteration": 210139, "loss_box_reg": 0.20800634939223528, "loss_cls": 0.16782351024448872, "loss_mask": 0.24033870175480843, "loss_rpn_cls": 0.028474535094574094, "loss_rpn_loc": 0.06747357314452529, "lr": 1e-05, "mask_rcnn/accuracy": 0.8881270184841613, "mask_rcnn/false_negative": 0.09894946168455516, "mask_rcnn/false_positive": 0.13371782575146585, "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": 0.9650343623943627, "total_loss": 0.6920161709422246}
{"data_time": 0.013712839689105749, "eta_seconds": 59576.00773438811, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.26745248538011696, "fast_rcnn/fg_cls_accuracy": 0.6869918699186992, "iteration": 210159, "loss_box_reg": 0.19829000905156136, "loss_cls": 0.15294706635177135, "loss_mask": 0.22205809131264687, "loss_rpn_cls": 0.03149074281100184, "loss_rpn_loc": 0.07412164437118918, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975164509050746, "mask_rcnn/false_negative": 0.08683563635514117, "mask_rcnn/false_positive": 0.10920363673991784, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9724977780133486, "total_loss": 0.6849580990383402}
{"data_time": 0.02063623582944274, "eta_seconds": 59567.1498680301, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2587149867102842, "fast_rcnn/fg_cls_accuracy": 0.6889677103718199, "iteration": 210179, "loss_box_reg": 0.19095761142671108, "loss_cls": 0.1461109220981598, "loss_mask": 0.22505058720707893, "loss_rpn_cls": 0.024828280205838382, "loss_rpn_loc": 0.043693345854990184, "lr": 1e-05, "mask_rcnn/accuracy": 0.8962011641101245, "mask_rcnn/false_negative": 0.07803860679832236, "mask_rcnn/false_positive": 0.11280439148826871, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0016092048026621, "total_loss": 0.6387401055835653}
{"data_time": 0.01648267963901162, "eta_seconds": 59503.17560154945, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2718087234893958, "fast_rcnn/fg_cls_accuracy": 0.6916508538899431, "iteration": 210199, "loss_box_reg": 0.20765828806906939, "loss_cls": 0.1625668741762638, "loss_mask": 0.22500621154904366, "loss_rpn_cls": 0.030041122110560536, "loss_rpn_loc": 0.06792129657696933, "lr": 1e-05, "mask_rcnn/accuracy": 0.902748566988488, "mask_rcnn/false_negative": 0.09419539360869898, "mask_rcnn/false_positive": 0.09822751574467567, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9761427654884756, "total_loss": 0.7155622693244368}
{"data_time": 0.018217275384813547, "eta_seconds": 59419.150669248775, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33147863535870736, "fast_rcnn/fg_cls_accuracy": 0.6378817595965256, "iteration": 210219, "loss_box_reg": 0.21163215674459934, "loss_cls": 0.16856497898697853, "loss_mask": 0.23680507019162178, "loss_rpn_cls": 0.0259723566705361, "loss_rpn_loc": 0.07203993992879987, "lr": 1e-05, "mask_rcnn/accuracy": 0.8863657301332722, "mask_rcnn/false_negative": 0.1065719566318934, "mask_rcnn/false_positive": 0.11204455466206462, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9832944297231734, "total_loss": 0.7330401203362271}
{"data_time": 0.013693197630345821, "eta_seconds": 59399.27139502019, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.24310776942355888, "fast_rcnn/fg_cls_accuracy": 0.7349549690249362, "iteration": 210239, "loss_box_reg": 0.20533393137156963, "loss_cls": 0.16227850504219532, "loss_mask": 0.22819732874631882, "loss_rpn_cls": 0.027046179748140275, "loss_rpn_loc": 0.06691796239465475, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026497345962077, "mask_rcnn/false_negative": 0.08684980348154908, "mask_rcnn/false_positive": 0.11223850582520778, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0334373405203223, "total_loss": 0.7100717407884076}
{"data_time": 0.01925825048238039, "eta_seconds": 59443.47341867164, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2595156415911133, "fast_rcnn/fg_cls_accuracy": 0.7217926910983969, "iteration": 210259, "loss_box_reg": 0.20455789100378752, "loss_cls": 0.16012819856405258, "loss_mask": 0.2338270228356123, "loss_rpn_cls": 0.028596962220035493, "loss_rpn_loc": 0.08339154161512852, "lr": 1e-05, "mask_rcnn/accuracy": 0.899240336779537, "mask_rcnn/false_negative": 0.08100255186216902, "mask_rcnn/false_positive": 0.10973156335892303, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0155260283499956, "total_loss": 0.6938268365120166}
{"data_time": 0.015206909272819757, "eta_seconds": 59445.973075814545, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2860127237383555, "fast_rcnn/fg_cls_accuracy": 0.6893539022665525, "iteration": 210279, "loss_box_reg": 0.2003490198403597, "loss_cls": 0.16801190469413996, "loss_mask": 0.2323845997452736, "loss_rpn_cls": 0.029622047441080213, "loss_rpn_loc": 0.07094834861345589, "lr": 1e-05, "mask_rcnn/accuracy": 0.8927712977082725, "mask_rcnn/false_negative": 0.09726008268023631, "mask_rcnn/false_positive": 0.11914351737297582, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9936437550932169, "total_loss": 0.6853085843613371}
{"data_time": 0.016516019124537706, "eta_seconds": 59508.086376590654, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2776822703830003, "fast_rcnn/fg_cls_accuracy": 0.6818299361119562, "iteration": 210299, "loss_box_reg": 0.20925218984484673, "loss_cls": 0.1641135415993631, "loss_mask": 0.2347814254462719, "loss_rpn_cls": 0.026607087929733098, "loss_rpn_loc": 0.061368478927761316, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008009284794999, "mask_rcnn/false_negative": 0.0797542489974416, "mask_rcnn/false_positive": 0.10088096848727972, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0174985495395958, "total_loss": 0.7201152128400281}
{"data_time": 0.019393898081034422, "eta_seconds": 59488.15066926181, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31485042735042734, "fast_rcnn/fg_cls_accuracy": 0.6684954751131222, "iteration": 210319, "loss_box_reg": 0.19697165116667747, "loss_cls": 0.16109302453696728, "loss_mask": 0.2262131255120039, "loss_rpn_cls": 0.0321819152450189, "loss_rpn_loc": 0.06662484246771783, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059587815526544, "mask_rcnn/false_negative": 0.08448799355292082, "mask_rcnn/false_positive": 0.10969974514541002, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9842102010734379, "total_loss": 0.6670441829483025}
{"data_time": 0.01676421193405986, "eta_seconds": 59455.42101018131, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.28769751693002255, "fast_rcnn/fg_cls_accuracy": 0.6830065359477124, "iteration": 210339, "loss_box_reg": 0.20776694547384977, "loss_cls": 0.1642488930374384, "loss_mask": 0.22681860998272896, "loss_rpn_cls": 0.027324800146743655, "loss_rpn_loc": 0.06643301830627024, "lr": 1e-05, "mask_rcnn/accuracy": 0.8943753108790597, "mask_rcnn/false_negative": 0.0990328160032666, "mask_rcnn/false_positive": 0.11374576912182519, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9999977769330144, "total_loss": 0.6880734406877309}
{"data_time": 0.022987430915236473, "eta_seconds": 59366.340158097446, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28388711678185363, "fast_rcnn/fg_cls_accuracy": 0.7088100154398497, "iteration": 210359, "loss_box_reg": 0.2106267735362053, "loss_cls": 0.16671926155686378, "loss_mask": 0.234540905803442, "loss_rpn_cls": 0.027231470099650323, "loss_rpn_loc": 0.0740600056014955, "lr": 1e-05, "mask_rcnn/accuracy": 0.8976014568983819, "mask_rcnn/false_negative": 0.08861854390409941, "mask_rcnn/false_positive": 0.11231856403903867, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.984113740734756, "total_loss": 0.7182068498223089}
{"data_time": 0.016459008678793907, "eta_seconds": 59331.88825810328, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24347581552305964, "fast_rcnn/fg_cls_accuracy": 0.7365170963218639, "iteration": 210379, "loss_box_reg": 0.22430400550365448, "loss_cls": 0.16561697563156486, "loss_mask": 0.23643191158771515, "loss_rpn_cls": 0.027649064431898296, "loss_rpn_loc": 0.07392744487151504, "lr": 1e-05, "mask_rcnn/accuracy": 0.9137213114582985, "mask_rcnn/false_negative": 0.07209829513056697, "mask_rcnn/false_positive": 0.10666676669906863, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.990210501011461, "total_loss": 0.7272411964950152}
{"data_time": 0.020567120984196663, "eta_seconds": 59358.42294450849, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22183288409703505, "fast_rcnn/fg_cls_accuracy": 0.7309973045822102, "iteration": 210399, "loss_box_reg": 0.19580686278641224, "loss_cls": 0.16087427455931902, "loss_mask": 0.21931163221597672, "loss_rpn_cls": 0.029440781101584435, "loss_rpn_loc": 0.07412445801310241, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021430596047944, "mask_rcnn/false_negative": 0.09067063939974301, "mask_rcnn/false_positive": 0.10217156714303302, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.997645883820951, "total_loss": 0.6852545317960903}
{"data_time": 0.019718837458640337, "eta_seconds": 59320.34810545854, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.25189718482252144, "fast_rcnn/fg_cls_accuracy": 0.7253754398009096, "iteration": 210419, "loss_box_reg": 0.17935576848685741, "loss_cls": 0.13708676863461733, "loss_mask": 0.21031038835644722, "loss_rpn_cls": 0.027493798144860193, "loss_rpn_loc": 0.05036560876760632, "lr": 1e-05, "mask_rcnn/accuracy": 0.9172640349043228, "mask_rcnn/false_negative": 0.06954387114812707, "mask_rcnn/false_positive": 0.09884271199028677, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9917356893420219, "total_loss": 0.6404329228680581}
{"data_time": 0.022976331878453493, "eta_seconds": 59286.70724038035, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.27511705263821673, "fast_rcnn/fg_cls_accuracy": 0.6999341238471674, "iteration": 210439, "loss_box_reg": 0.2086009383201599, "loss_cls": 0.16977688018232584, "loss_mask": 0.2317591141909361, "loss_rpn_cls": 0.028828472131863236, "loss_rpn_loc": 0.057623742148280144, "lr": 1e-05, "mask_rcnn/accuracy": 0.8970859656295145, "mask_rcnn/false_negative": 0.09881539815422705, "mask_rcnn/false_positive": 0.11539093541123202, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9902710095047951, "total_loss": 0.7205413844203576}
{"data_time": 0.0139808664098382, "eta_seconds": 59327.772372215986, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24267356938152906, "fast_rcnn/fg_cls_accuracy": 0.7354424253777945, "iteration": 210459, "loss_box_reg": 0.21068625897169113, "loss_cls": 0.16595860570669174, "loss_mask": 0.2297947145998478, "loss_rpn_cls": 0.027548353653401136, "loss_rpn_loc": 0.06515788496471941, "lr": 1e-05, "mask_rcnn/accuracy": 0.8991379034884373, "mask_rcnn/false_negative": 0.090711771561092, "mask_rcnn/false_positive": 0.12298643186620797, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0307587329298258, "total_loss": 0.7203206240665168}
{"data_time": 0.015158488880842924, "eta_seconds": 59260.60958772898, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2915517558374701, "fast_rcnn/fg_cls_accuracy": 0.6995407663931341, "iteration": 210479, "loss_box_reg": 0.2015857109799981, "loss_cls": 0.1525159040465951, "loss_mask": 0.23422665894031525, "loss_rpn_cls": 0.027805573889054358, "loss_rpn_loc": 0.06058277247939259, "lr": 1e-05, "mask_rcnn/accuracy": 0.8936192368787994, "mask_rcnn/false_negative": 0.10366424062206807, "mask_rcnn/false_positive": 0.11321905602080176, "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": 0.981222742702812, "total_loss": 0.648320170934312}
{"data_time": 0.014364820439368486, "eta_seconds": 59188.62541532144, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.28762466638572837, "fast_rcnn/fg_cls_accuracy": 0.6912698412698413, "iteration": 210499, "loss_box_reg": 0.22370289731770754, "loss_cls": 0.15127250365912914, "loss_mask": 0.232814759016037, "loss_rpn_cls": 0.025043386849574745, "loss_rpn_loc": 0.07711563631892204, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027203227760424, "mask_rcnn/false_negative": 0.0836163276830624, "mask_rcnn/false_positive": 0.10430627931038246, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9759440189227462, "total_loss": 0.7207041659858078}
{"data_time": 0.020555957220494747, "eta_seconds": 59193.140718434006, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2799636174636175, "fast_rcnn/fg_cls_accuracy": 0.697819476121363, "iteration": 210519, "loss_box_reg": 0.20809656381607056, "loss_cls": 0.1671767421066761, "loss_mask": 0.22466841153800488, "loss_rpn_cls": 0.03310509806033224, "loss_rpn_loc": 0.08094551740214229, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036985587367428, "mask_rcnn/false_negative": 0.07335794304815099, "mask_rcnn/false_positive": 0.11156853613494966, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9993040938861668, "total_loss": 0.737366609624587}
{"data_time": 0.01446522306650877, "eta_seconds": 59166.35277508758, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22719896137617657, "fast_rcnn/fg_cls_accuracy": 0.7526894158473105, "iteration": 210539, "loss_box_reg": 0.19641621597111225, "loss_cls": 0.15729538351297379, "loss_mask": 0.22213103622198105, "loss_rpn_cls": 0.02864925842732191, "loss_rpn_loc": 0.06761434685904533, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043471994060783, "mask_rcnn/false_negative": 0.09377977754483027, "mask_rcnn/false_positive": 0.11007427916036287, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9791493997909129, "total_loss": 0.6647774918237701}
{"data_time": 0.013860731851309538, "eta_seconds": 59128.93940649927, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.24015128297996824, "fast_rcnn/fg_cls_accuracy": 0.698198766154816, "iteration": 210559, "loss_box_reg": 0.19697795528918505, "loss_cls": 0.15136162284761667, "loss_mask": 0.22332657873630524, "loss_rpn_cls": 0.02741057676030323, "loss_rpn_loc": 0.06857520900666714, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008164678054766, "mask_rcnn/false_negative": 0.09797267942157578, "mask_rcnn/false_positive": 0.1105223304650832, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 0.9901907332241535, "total_loss": 0.6865002597915009}
{"data_time": 0.014628775883466005, "eta_seconds": 59051.42939079553, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2712999560825648, "fast_rcnn/fg_cls_accuracy": 0.7190058479532164, "iteration": 210579, "loss_box_reg": 0.18830636702477932, "loss_cls": 0.14556029345840216, "loss_mask": 0.22173963859677315, "loss_rpn_cls": 0.02663068796391599, "loss_rpn_loc": 0.070747738936916, "lr": 1e-05, "mask_rcnn/accuracy": 0.903710514594309, "mask_rcnn/false_negative": 0.08672921403110048, "mask_rcnn/false_positive": 0.10719892831781239, "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": 0.981817563995719, "total_loss": 0.6686212850327138}
{"data_time": 0.01432411139830947, "eta_seconds": 59042.37387198955, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2066259808195292, "fast_rcnn/fg_cls_accuracy": 0.7586534545948147, "iteration": 210599, "loss_box_reg": 0.19077126123011112, "loss_cls": 0.14262377470731735, "loss_mask": 0.22444643452763557, "loss_rpn_cls": 0.027906795497983694, "loss_rpn_loc": 0.08050341485068202, "lr": 1e-05, "mask_rcnn/accuracy": 0.9137106158252775, "mask_rcnn/false_negative": 0.08569099824727616, "mask_rcnn/false_positive": 0.09816906198364353, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0151810245588422, "total_loss": 0.6474726574961096}
{"data_time": 0.01366531616076827, "eta_seconds": 58968.193204756826, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23741038899988248, "fast_rcnn/fg_cls_accuracy": 0.74195200468247, "iteration": 210619, "loss_box_reg": 0.22023780085146427, "loss_cls": 0.1631751749664545, "loss_mask": 0.2231999784708023, "loss_rpn_cls": 0.02666789316572249, "loss_rpn_loc": 0.07046665973030031, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076966846822924, "mask_rcnn/false_negative": 0.08168285941454106, "mask_rcnn/false_positive": 0.09919373429410637, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9551152661442757, "total_loss": 0.7150460365810432}
{"data_time": 0.013333989772945642, "eta_seconds": 58930.75427509844, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24667879628025186, "fast_rcnn/fg_cls_accuracy": 0.7363215068766195, "iteration": 210639, "loss_box_reg": 0.20249855518341064, "loss_cls": 0.16199194360524416, "loss_mask": 0.23066400550305843, "loss_rpn_cls": 0.027103859814815223, "loss_rpn_loc": 0.06851449573878199, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055428041603157, "mask_rcnn/false_negative": 0.0774874869510771, "mask_rcnn/false_positive": 0.10074030338388713, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0007716878317297, "total_loss": 0.6973023641621694}
{"data_time": 0.015756881330162287, "eta_seconds": 58887.227903623134, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.3220996954204286, "fast_rcnn/fg_cls_accuracy": 0.6647041227020559, "iteration": 210659, "loss_box_reg": 0.2053336463868618, "loss_cls": 0.15525099728256464, "loss_mask": 0.21424018777906895, "loss_rpn_cls": 0.03415806335397065, "loss_rpn_loc": 0.06598809460410848, "lr": 1e-05, "mask_rcnn/accuracy": 0.8921925325997144, "mask_rcnn/false_negative": 0.09429957307969546, "mask_rcnn/false_positive": 0.11305228603122859, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9863033485598862, "total_loss": 0.6705205047037452}
{"data_time": 0.014466814696788788, "eta_seconds": 58838.17423727363, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2783061024996509, "fast_rcnn/fg_cls_accuracy": 0.6991964176174703, "iteration": 210679, "loss_box_reg": 0.21622852981090546, "loss_cls": 0.1695287488400936, "loss_mask": 0.22940429858863354, "loss_rpn_cls": 0.026762624853290617, "loss_rpn_loc": 0.06067389901727438, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939240169155738, "mask_rcnn/false_negative": 0.08246537560630607, "mask_rcnn/false_positive": 0.11345400547911225, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.976855028886348, "total_loss": 0.7049281160579994}
{"data_time": 0.019565772265195847, "eta_seconds": 58847.533108945936, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.23292001284934147, "fast_rcnn/fg_cls_accuracy": 0.7387518362031106, "iteration": 210699, "loss_box_reg": 0.19681173283606768, "loss_cls": 0.15059972554445267, "loss_mask": 0.2205620277673006, "loss_rpn_cls": 0.028011375048663467, "loss_rpn_loc": 0.06605289119761437, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009903744901888, "mask_rcnn/false_negative": 0.0796111085400058, "mask_rcnn/false_positive": 0.10828060726598952, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0114453383721411, "total_loss": 0.6684282157220878}
{"data_time": 0.01476301159709692, "eta_seconds": 58816.67227327824, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.27922572456103234, "fast_rcnn/fg_cls_accuracy": 0.7059577541072395, "iteration": 210719, "loss_box_reg": 0.20870151557028294, "loss_cls": 0.1687733307480812, "loss_mask": 0.22930216789245605, "loss_rpn_cls": 0.03492851764895022, "loss_rpn_loc": 0.08333320845849812, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000170715179795, "mask_rcnn/false_negative": 0.08641516192148727, "mask_rcnn/false_positive": 0.1093139912217471, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9873740561306477, "total_loss": 0.7381436524447054}
{"data_time": 0.024832172319293022, "eta_seconds": 58796.828591674566, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28659176029962546, "fast_rcnn/fg_cls_accuracy": 0.6912218874931317, "iteration": 210739, "loss_box_reg": 0.2017010748386383, "loss_cls": 0.15781556256115437, "loss_mask": 0.22339474968612194, "loss_rpn_cls": 0.025640457577537745, "loss_rpn_loc": 0.064137450652197, "lr": 1e-05, "mask_rcnn/accuracy": 0.9179581757602835, "mask_rcnn/false_negative": 0.08946032597669695, "mask_rcnn/false_positive": 0.10264758717790873, "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": 1.019923869986087, "total_loss": 0.6876504271058366}
{"data_time": 0.013732210267335176, "eta_seconds": 58799.74557412788, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.230812324929972, "fast_rcnn/fg_cls_accuracy": 0.7365861837692824, "iteration": 210759, "loss_box_reg": 0.19790527503937483, "loss_cls": 0.15706834150478244, "loss_mask": 0.2377544790506363, "loss_rpn_cls": 0.025730835972353816, "loss_rpn_loc": 0.0549166863784194, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987198394982994, "mask_rcnn/false_negative": 0.08971095349521817, "mask_rcnn/false_positive": 0.09832177880757922, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9964141454547644, "total_loss": 0.6732029892154969}
{"data_time": 0.018676388077437878, "eta_seconds": 58822.62208767235, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24752807266316634, "fast_rcnn/fg_cls_accuracy": 0.7189069327594078, "iteration": 210779, "loss_box_reg": 0.2104995884001255, "loss_cls": 0.16059657279402018, "loss_mask": 0.22227433323860168, "loss_rpn_cls": 0.027407479705289006, "loss_rpn_loc": 0.07845533778890967, "lr": 1e-05, "mask_rcnn/accuracy": 0.907009955011753, "mask_rcnn/false_negative": 0.08710712147095478, "mask_rcnn/false_positive": 0.08852273995425955, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.998338810633868, "total_loss": 0.742473243153654}
{"data_time": 0.022447454277426004, "eta_seconds": 58839.78897854686, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.21406869928870143, "fast_rcnn/fg_cls_accuracy": 0.7714350572825099, "iteration": 210799, "loss_box_reg": 0.19538864865899086, "loss_cls": 0.1606135885231197, "loss_mask": 0.2163248397409916, "loss_rpn_cls": 0.024585957755334675, "loss_rpn_loc": 0.06232689251191914, "lr": 1e-05, "mask_rcnn/accuracy": 0.9111283418634749, "mask_rcnn/false_negative": 0.08076908207169269, "mask_rcnn/false_positive": 0.10980065739678188, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0128609212115407, "total_loss": 0.6644109557382762}
{"data_time": 0.0225121658295393, "eta_seconds": 58865.94126729295, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.25582337883959044, "fast_rcnn/fg_cls_accuracy": 0.7065095175076368, "iteration": 210819, "loss_box_reg": 0.20404209662228823, "loss_cls": 0.16090028546750546, "loss_mask": 0.23078754730522633, "loss_rpn_cls": 0.028329832362942398, "loss_rpn_loc": 0.06551341596059501, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009496423336125, "mask_rcnn/false_negative": 0.08003728897037823, "mask_rcnn/false_positive": 0.11193324394542303, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 1.0225848276168108, "total_loss": 0.6893667588592507}
{"data_time": 0.02044451329857111, "eta_seconds": 58831.33561190218, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23199041867339398, "fast_rcnn/fg_cls_accuracy": 0.7213939558495627, "iteration": 210839, "loss_box_reg": 0.19191209971904755, "loss_cls": 0.14940689178183675, "loss_mask": 0.22519760578870773, "loss_rpn_cls": 0.0285328816389665, "loss_rpn_loc": 0.06765701761469245, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078532409386851, "mask_rcnn/false_negative": 0.08416025218449158, "mask_rcnn/false_positive": 0.09684380528328387, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9781357999891043, "total_loss": 0.655665131402202}
{"data_time": 0.016394188161939383, "eta_seconds": 58811.44672224298, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2536057692307692, "fast_rcnn/fg_cls_accuracy": 0.7015221495695954, "iteration": 210859, "loss_box_reg": 0.21657149028033018, "loss_cls": 0.15915717277675867, "loss_mask": 0.23950076289474964, "loss_rpn_cls": 0.027679966297000647, "loss_rpn_loc": 0.07325654127635062, "lr": 1e-05, "mask_rcnn/accuracy": 0.890718737384474, "mask_rcnn/false_negative": 0.09284334518823743, "mask_rcnn/false_positive": 0.11805533949334136, "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": 0.9876537169329822, "total_loss": 0.7085776001913473}
{"data_time": 0.014051302336156368, "eta_seconds": 58810.614026114345, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2680665717578469, "fast_rcnn/fg_cls_accuracy": 0.7063279857397504, "iteration": 210879, "loss_box_reg": 0.21839560568332672, "loss_cls": 0.17337408103048801, "loss_mask": 0.2186401542276144, "loss_rpn_cls": 0.0337228566640988, "loss_rpn_loc": 0.07490478572435677, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113289308094503, "mask_rcnn/false_negative": 0.08012449169339037, "mask_rcnn/false_positive": 0.09576254984336033, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0046629821881652, "total_loss": 0.7303684503422119}
{"data_time": 0.01371100265532732, "eta_seconds": 58750.386010855436, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2527956516159783, "fast_rcnn/fg_cls_accuracy": 0.7088533082175654, "iteration": 210899, "loss_box_reg": 0.20391847379505634, "loss_cls": 0.14947638008743525, "loss_mask": 0.23099536076188087, "loss_rpn_cls": 0.02660198591183871, "loss_rpn_loc": 0.07656108518131077, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939936031230673, "mask_rcnn/false_negative": 0.09869491905565704, "mask_rcnn/false_positive": 0.09870959771886043, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9901112173683941, "total_loss": 0.6780491979443468}
{"data_time": 0.02212924137711525, "eta_seconds": 58760.80143850297, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.23116807598187677, "fast_rcnn/fg_cls_accuracy": 0.7368205727644652, "iteration": 210919, "loss_box_reg": 0.18305217940360308, "loss_cls": 0.1520268814638257, "loss_mask": 0.2154303938150406, "loss_rpn_cls": 0.022571585257537663, "loss_rpn_loc": 0.05612479383125901, "lr": 1e-05, "mask_rcnn/accuracy": 0.9165643158355368, "mask_rcnn/false_negative": 0.07568783094051644, "mask_rcnn/false_positive": 0.08409924755078577, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0090047447010875, "total_loss": 0.6276363087526988}
{"data_time": 0.02631781017407775, "eta_seconds": 58746.57808797434, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2463154165401356, "fast_rcnn/fg_cls_accuracy": 0.707164711881693, "iteration": 210939, "loss_box_reg": 0.1894372319802642, "loss_cls": 0.15685260435566306, "loss_mask": 0.22480272129178047, "loss_rpn_cls": 0.030460853595286608, "loss_rpn_loc": 0.060938258771784604, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076759370671419, "mask_rcnn/false_negative": 0.07773674765227606, "mask_rcnn/false_positive": 0.11370963580561722, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9987477147951722, "total_loss": 0.6714798053726554}
{"data_time": 0.02220812812447548, "eta_seconds": 58746.12080812454, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2743073875344688, "fast_rcnn/fg_cls_accuracy": 0.7178419490616925, "iteration": 210959, "loss_box_reg": 0.21476507186889648, "loss_cls": 0.16016873996704817, "loss_mask": 0.22863712720572948, "loss_rpn_cls": 0.02807793259853497, "loss_rpn_loc": 0.0654460194054991, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048206115186288, "mask_rcnn/false_negative": 0.0941604723350099, "mask_rcnn/false_positive": 0.11464394597420194, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0074742017313838, "total_loss": 0.7231929120025598}
{"data_time": 0.0156762576662004, "eta_seconds": 58728.52574479766, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2509427521008403, "fast_rcnn/fg_cls_accuracy": 0.7064655605832076, "iteration": 210979, "loss_box_reg": 0.21588667202740908, "loss_cls": 0.16829959023743868, "loss_mask": 0.23015081882476807, "loss_rpn_cls": 0.031080904765985906, "loss_rpn_loc": 0.08083644905127585, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073357842029229, "mask_rcnn/false_negative": 0.07815702049902315, "mask_rcnn/false_positive": 0.11406250632978504, "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": 0.9851981080137193, "total_loss": 0.7339570841286331}
{"data_time": 0.012298937886953354, "eta_seconds": 58717.88801252842, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2542812621737437, "fast_rcnn/fg_cls_accuracy": 0.7157885674931129, "iteration": 210999, "loss_box_reg": 0.20835842564702034, "loss_cls": 0.1554455286823213, "loss_mask": 0.2252893503755331, "loss_rpn_cls": 0.024330521933734417, "loss_rpn_loc": 0.05665737483650446, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037310693508173, "mask_rcnn/false_negative": 0.07699831021446052, "mask_rcnn/false_positive": 0.12158149986101219, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9713840624317527, "total_loss": 0.684118811856024}
{"data_time": 0.01656373031437397, "eta_seconds": 58688.72328749858, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.25770955985421923, "fast_rcnn/fg_cls_accuracy": 0.7220659137441384, "iteration": 211019, "loss_box_reg": 0.19520249217748642, "loss_cls": 0.15398316644132137, "loss_mask": 0.22128945775330067, "loss_rpn_cls": 0.025560785899870098, "loss_rpn_loc": 0.06718339514918625, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101329670824805, "mask_rcnn/false_negative": 0.07107416479806332, "mask_rcnn/false_positive": 0.11289188551515694, "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": 0.9988988367840648, "total_loss": 0.6503305067308247}
{"data_time": 0.01654063630849123, "eta_seconds": 58658.78637269139, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2583910312256408, "fast_rcnn/fg_cls_accuracy": 0.6991845748747133, "iteration": 211039, "loss_box_reg": 0.193640673533082, "loss_cls": 0.1581005109474063, "loss_mask": 0.23020721413195133, "loss_rpn_cls": 0.024044294783379883, "loss_rpn_loc": 0.06978301249910146, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004548735880025, "mask_rcnn/false_negative": 0.09422912188110596, "mask_rcnn/false_positive": 0.11909911326460493, "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": 1.0115649495273829, "total_loss": 0.681985734612681}
{"data_time": 0.01657336810603738, "eta_seconds": 58631.555999647826, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.23854901960784314, "fast_rcnn/fg_cls_accuracy": 0.7534509803921569, "iteration": 211059, "loss_box_reg": 0.20637470297515392, "loss_cls": 0.16455316171050072, "loss_mask": 0.21366151608526707, "loss_rpn_cls": 0.026272565824911, "loss_rpn_loc": 0.05925739207305014, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087137634500916, "mask_rcnn/false_negative": 0.08639440870386406, "mask_rcnn/false_positive": 0.09261971669828473, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9961983636021614, "total_loss": 0.6966515684034675}
{"data_time": 0.0133369374088943, "eta_seconds": 58590.94585239887, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2704279137894957, "fast_rcnn/fg_cls_accuracy": 0.679056100811826, "iteration": 211079, "loss_box_reg": 0.21793956868350506, "loss_cls": 0.16812671720981598, "loss_mask": 0.23031130619347095, "loss_rpn_cls": 0.028666592144872993, "loss_rpn_loc": 0.06050157663412392, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056575492467911, "mask_rcnn/false_negative": 0.08086947317804333, "mask_rcnn/false_positive": 0.11212132537179109, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9641160457395017, "total_loss": 0.7128093338687904}
{"data_time": 0.014881507959216833, "eta_seconds": 58547.81799511984, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2588739290085679, "fast_rcnn/fg_cls_accuracy": 0.7195960047704233, "iteration": 211099, "loss_box_reg": 0.20705377403646708, "loss_cls": 0.17415815824642777, "loss_mask": 0.23416307009756565, "loss_rpn_cls": 0.033808597130700946, "loss_rpn_loc": 0.06142232893034816, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042540424982722, "mask_rcnn/false_negative": 0.08731922311165578, "mask_rcnn/false_positive": 0.09610068452069104, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9782381616532803, "total_loss": 0.7142442481126636}
{"data_time": 0.016698614228516817, "eta_seconds": 58533.49759578705, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2463991769547325, "fast_rcnn/fg_cls_accuracy": 0.7255913978494624, "iteration": 211119, "loss_box_reg": 0.20513339154422283, "loss_cls": 0.15756134130060673, "loss_mask": 0.22799841687083244, "loss_rpn_cls": 0.024627095204778016, "loss_rpn_loc": 0.06333515176083893, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036657974608481, "mask_rcnn/false_negative": 0.0723784603608329, "mask_rcnn/false_positive": 0.10351332366594335, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.005498616490513, "total_loss": 0.6738955783075653}
{"data_time": 0.018127181101590395, "eta_seconds": 58550.315132522956, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.26688266481015366, "fast_rcnn/fg_cls_accuracy": 0.7200905050072297, "iteration": 211139, "loss_box_reg": 0.20870158076286316, "loss_cls": 0.16240717470645905, "loss_mask": 0.23033335991203785, "loss_rpn_cls": 0.03182207990903407, "loss_rpn_loc": 0.06723990582395345, "lr": 1e-05, "mask_rcnn/accuracy": 0.8948284523840316, "mask_rcnn/false_negative": 0.08782026863795558, "mask_rcnn/false_positive": 0.11799399192787892, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.0172616415657103, "total_loss": 0.6913459209026769}
{"data_time": 0.014063832815736532, "eta_seconds": 58577.20951722935, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2282312925170068, "fast_rcnn/fg_cls_accuracy": 0.7660544217687075, "iteration": 211159, "loss_box_reg": 0.19165372801944613, "loss_cls": 0.15452659036964178, "loss_mask": 0.22992811724543571, "loss_rpn_cls": 0.03492049325723201, "loss_rpn_loc": 0.08371144474949688, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008580170652258, "mask_rcnn/false_negative": 0.09139980554315777, "mask_rcnn/false_positive": 0.10533486754462562, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.00204344606027, "total_loss": 0.681247930508107}
{"data_time": 0.020018709357827902, "eta_seconds": 58569.59331433289, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.28146661314063964, "fast_rcnn/fg_cls_accuracy": 0.6812200104518029, "iteration": 211179, "loss_box_reg": 0.21305750124156475, "loss_cls": 0.1629002634435892, "loss_mask": 0.23135997168719769, "loss_rpn_cls": 0.03444000252056867, "loss_rpn_loc": 0.08366362599190325, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979714410081389, "mask_rcnn/false_negative": 0.1017593463080528, "mask_rcnn/false_positive": 0.10611770120501371, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0002720998600125, "total_loss": 0.7177377915941179}
{"data_time": 0.016897468362003565, "eta_seconds": 58557.764251716435, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3117043847241867, "fast_rcnn/fg_cls_accuracy": 0.6796322489391797, "iteration": 211199, "loss_box_reg": 0.20483995135873556, "loss_cls": 0.1676035337150097, "loss_mask": 0.23014482483267784, "loss_rpn_cls": 0.03176379355136305, "loss_rpn_loc": 0.07649997598491609, "lr": 1e-05, "mask_rcnn/accuracy": 0.904595790355516, "mask_rcnn/false_negative": 0.08074330203264726, "mask_rcnn/false_positive": 0.10551706396668402, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0080448612570763, "total_loss": 0.7097349943360314}
{"data_time": 0.016961100045591593, "eta_seconds": 58539.479714836925, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29134502433294174, "fast_rcnn/fg_cls_accuracy": 0.6918508063005109, "iteration": 211219, "loss_box_reg": 0.18437950685620308, "loss_cls": 0.1613973560743034, "loss_mask": 0.2319950871169567, "loss_rpn_cls": 0.026541846367763355, "loss_rpn_loc": 0.07035979873035103, "lr": 1e-05, "mask_rcnn/accuracy": 0.8948801413934231, "mask_rcnn/false_negative": 0.08750467749361446, "mask_rcnn/false_positive": 0.11373505423272778, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.955250068102032, "total_loss": 0.687793192351819}
{"data_time": 0.01679466525092721, "eta_seconds": 58516.78721094504, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2555415544991122, "fast_rcnn/fg_cls_accuracy": 0.7336998167582875, "iteration": 211239, "loss_box_reg": 0.20445680245757103, "loss_cls": 0.15337382070720196, "loss_mask": 0.2299953941255808, "loss_rpn_cls": 0.02426019951235503, "loss_rpn_loc": 0.06091192131862044, "lr": 1e-05, "mask_rcnn/accuracy": 0.896083954659147, "mask_rcnn/false_negative": 0.08041618862541158, "mask_rcnn/false_positive": 0.11684010591888462, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9922313299030066, "total_loss": 0.6771638009231538}
{"data_time": 0.027298566419631243, "eta_seconds": 58499.64338975027, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.28278503467182714, "fast_rcnn/fg_cls_accuracy": 0.6930743133033209, "iteration": 211259, "loss_box_reg": 0.2074087467044592, "loss_cls": 0.15247890911996365, "loss_mask": 0.22308855690062046, "loss_rpn_cls": 0.02442034089472145, "loss_rpn_loc": 0.0671022366732359, "lr": 1e-05, "mask_rcnn/accuracy": 0.8949344050175331, "mask_rcnn/false_negative": 0.08769657131972661, "mask_rcnn/false_positive": 0.1122433964086932, "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": 1.0333535354584455, "total_loss": 0.6853654929436743}
{"data_time": 0.018999381456524134, "eta_seconds": 58475.343820527196, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3075857660345195, "fast_rcnn/fg_cls_accuracy": 0.6601768019483538, "iteration": 211279, "loss_box_reg": 0.22001547366380692, "loss_cls": 0.1721636988222599, "loss_mask": 0.23702275566756725, "loss_rpn_cls": 0.02741273306310177, "loss_rpn_loc": 0.07982933335006237, "lr": 1e-05, "mask_rcnn/accuracy": 0.8974041689255332, "mask_rcnn/false_negative": 0.0882932350800128, "mask_rcnn/false_positive": 0.1144579304175932, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9746140222996473, "total_loss": 0.7448182681109756}
{"data_time": 0.018246833235025406, "eta_seconds": 58455.4271502886, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3024326877657062, "fast_rcnn/fg_cls_accuracy": 0.6941426547000473, "iteration": 211299, "loss_box_reg": 0.21736996248364449, "loss_cls": 0.16210409440100193, "loss_mask": 0.22350355051457882, "loss_rpn_cls": 0.025956596189644188, "loss_rpn_loc": 0.06256135203875601, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022838874560813, "mask_rcnn/false_negative": 0.08085090928482748, "mask_rcnn/false_positive": 0.11478875097739769, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0201992969959974, "total_loss": 0.7043058517738245}
{"data_time": 0.015397410839796066, "eta_seconds": 58438.2586103864, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.27597703337139956, "fast_rcnn/fg_cls_accuracy": 0.6736101074336369, "iteration": 211319, "loss_box_reg": 0.19350251415744424, "loss_cls": 0.15438662469387054, "loss_mask": 0.21737500093877316, "loss_rpn_cls": 0.02449452540895436, "loss_rpn_loc": 0.06560851202812046, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971388991545646, "mask_rcnn/false_negative": 0.09765493691363698, "mask_rcnn/false_positive": 0.10606937442629452, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.004277274478227, "total_loss": 0.6670240719104186}
{"data_time": 0.01798878936097026, "eta_seconds": 58418.34100349806, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.23109596181726366, "fast_rcnn/fg_cls_accuracy": 0.7424047924689773, "iteration": 211339, "loss_box_reg": 0.19165629893541336, "loss_cls": 0.14840243104845285, "loss_mask": 0.2184141557663679, "loss_rpn_cls": 0.02458903891965747, "loss_rpn_loc": 0.06831261748448014, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134745425060382, "mask_rcnn/false_negative": 0.07702456901481236, "mask_rcnn/false_positive": 0.09437268944748989, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0035201236605644, "total_loss": 0.6573611884959973}
{"data_time": 0.01571910735219717, "eta_seconds": 58395.6771395728, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24258138864880438, "fast_rcnn/fg_cls_accuracy": 0.7288049029622063, "iteration": 211359, "loss_box_reg": 0.2041077334433794, "loss_cls": 0.1512575214728713, "loss_mask": 0.22078375704586506, "loss_rpn_cls": 0.028873210540041327, "loss_rpn_loc": 0.07235302543267608, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021469041491421, "mask_rcnn/false_negative": 0.10191306863713091, "mask_rcnn/false_positive": 0.10737933541523473, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9728256165981293, "total_loss": 0.6907951064640656}
{"data_time": 0.01690555550158024, "eta_seconds": 58377.36668321304, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.277129390640781, "fast_rcnn/fg_cls_accuracy": 0.7172077586287949, "iteration": 211379, "loss_box_reg": 0.19900014670565724, "loss_cls": 0.16616562753915787, "loss_mask": 0.23261447623372078, "loss_rpn_cls": 0.027589687728323042, "loss_rpn_loc": 0.0603684417437762, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031340076998415, "mask_rcnn/false_negative": 0.08813544566941607, "mask_rcnn/false_positive": 0.10773087577140769, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0032858462072909, "total_loss": 0.6890189917758107}
{"data_time": 0.013745688367635012, "eta_seconds": 58329.648103471845, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.26512474012474013, "fast_rcnn/fg_cls_accuracy": 0.7302494802494802, "iteration": 211399, "loss_box_reg": 0.2103941459208727, "loss_cls": 0.1625821841880679, "loss_mask": 0.22600018605589867, "loss_rpn_cls": 0.028225301881320775, "loss_rpn_loc": 0.06349947606213391, "lr": 1e-05, "mask_rcnn/accuracy": 0.8907410255768975, "mask_rcnn/false_negative": 0.09165871195690603, "mask_rcnn/false_positive": 0.11865380422215002, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9640480605885386, "total_loss": 0.7057969275629148}
{"data_time": 0.01725397352129221, "eta_seconds": 58288.977717841044, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3100662357780033, "fast_rcnn/fg_cls_accuracy": 0.6677336364724182, "iteration": 211419, "loss_box_reg": 0.20201226882636547, "loss_cls": 0.1531504923477769, "loss_mask": 0.23174243792891502, "loss_rpn_cls": 0.02927417245518882, "loss_rpn_loc": 0.07279316335916519, "lr": 1e-05, "mask_rcnn/accuracy": 0.8904320585129437, "mask_rcnn/false_negative": 0.09376891477288071, "mask_rcnn/false_positive": 0.11786103722955724, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.9672847297042608, "total_loss": 0.6848484129295684}
{"data_time": 0.01677545066922903, "eta_seconds": 58289.83264401555, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2806926751592357, "fast_rcnn/fg_cls_accuracy": 0.7011663732394366, "iteration": 211439, "loss_box_reg": 0.21186833083629608, "loss_cls": 0.16903325263410807, "loss_mask": 0.23870180174708366, "loss_rpn_cls": 0.032147395657375455, "loss_rpn_loc": 0.0629355669952929, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990327815007819, "mask_rcnn/false_negative": 0.0902105666530485, "mask_rcnn/false_positive": 0.11094011849733919, "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": 1.0137359336949885, "total_loss": 0.7222955469042063}
{"data_time": 0.014427899848669767, "eta_seconds": 58227.97931510024, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24885844748858446, "fast_rcnn/fg_cls_accuracy": 0.7317351598173516, "iteration": 211459, "loss_box_reg": 0.20883086137473583, "loss_cls": 0.15221310406923294, "loss_mask": 0.22245309967547655, "loss_rpn_cls": 0.023028282332234085, "loss_rpn_loc": 0.05629592831246555, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005634283434509, "mask_rcnn/false_negative": 0.08535832157250003, "mask_rcnn/false_positive": 0.09688042677465064, "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": 1.0227601840160787, "total_loss": 0.6601869122241624}
{"data_time": 0.0243941149674356, "eta_seconds": 58229.275794606656, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2627403152621502, "fast_rcnn/fg_cls_accuracy": 0.7290097172180369, "iteration": 211479, "loss_box_reg": 0.22317561227828264, "loss_cls": 0.17072017770260572, "loss_mask": 0.24021388590335846, "loss_rpn_cls": 0.03365062619559467, "loss_rpn_loc": 0.08602076349779963, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005773096422114, "mask_rcnn/false_negative": 0.09265088977198929, "mask_rcnn/false_positive": 0.10635155528410983, "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": 1.0012012706138194, "total_loss": 0.7339520656969398}
{"data_time": 0.016246075741946697, "eta_seconds": 58256.260447902605, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27053184910327766, "fast_rcnn/fg_cls_accuracy": 0.696012148138609, "iteration": 211499, "loss_box_reg": 0.2133941799402237, "loss_cls": 0.16564043052494526, "loss_mask": 0.22322992980480194, "loss_rpn_cls": 0.024468520190566778, "loss_rpn_loc": 0.0735252529848367, "lr": 1e-05, "mask_rcnn/accuracy": 0.8960109590371222, "mask_rcnn/false_negative": 0.08738814281844876, "mask_rcnn/false_positive": 0.12783549462795107, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9993042522110045, "total_loss": 0.6989346882328391}
{"data_time": 0.017532919999212027, "eta_seconds": 58234.17331576347, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.29522139193301805, "fast_rcnn/fg_cls_accuracy": 0.6581955396022126, "iteration": 211519, "loss_box_reg": 0.21193444449454546, "loss_cls": 0.16874228324741125, "loss_mask": 0.23867405392229557, "loss_rpn_cls": 0.031111060176044703, "loss_rpn_loc": 0.08613864448852837, "lr": 1e-05, "mask_rcnn/accuracy": 0.8931944281544035, "mask_rcnn/false_negative": 0.09048916542003269, "mask_rcnn/false_positive": 0.12054851433696409, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 206.875, "rpn/num_pos_anchors": 49.125, "time": 0.9964637886732817, "total_loss": 0.7282864028238691}
{"data_time": 0.017532527912408113, "eta_seconds": 58216.42710742541, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33615723820117593, "fast_rcnn/fg_cls_accuracy": 0.6395536061295874, "iteration": 211539, "loss_box_reg": 0.22279000282287598, "loss_cls": 0.180966105312109, "loss_mask": 0.2322754804044962, "loss_rpn_cls": 0.0314798389445059, "loss_rpn_loc": 0.07898915442638099, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984343250980111, "mask_rcnn/false_negative": 0.08822498255976705, "mask_rcnn/false_positive": 0.11552039547618435, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 0.9792801034636796, "total_loss": 0.749988529831171}
{"data_time": 0.014742595609277487, "eta_seconds": 58196.51043718681, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2546870692031982, "fast_rcnn/fg_cls_accuracy": 0.7314814814814814, "iteration": 211559, "loss_box_reg": 0.1890454012900591, "loss_cls": 0.14049540180712938, "loss_mask": 0.2172608096152544, "loss_rpn_cls": 0.02668868756154552, "loss_rpn_loc": 0.06425334513187408, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055957105064247, "mask_rcnn/false_negative": 0.08353258918279842, "mask_rcnn/false_positive": 0.10650831107837436, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9903995702043176, "total_loss": 0.6642299820668995}
{"data_time": 0.014068694785237312, "eta_seconds": 58197.53472842276, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3042383108758955, "fast_rcnn/fg_cls_accuracy": 0.6813169486180483, "iteration": 211579, "loss_box_reg": 0.21610033884644508, "loss_cls": 0.17399080283939838, "loss_mask": 0.2337211985141039, "loss_rpn_cls": 0.028275317861698568, "loss_rpn_loc": 0.07101888186298311, "lr": 1e-05, "mask_rcnn/accuracy": 0.8960358131874747, "mask_rcnn/false_negative": 0.09860922362419866, "mask_rcnn/false_positive": 0.10848929867371668, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9942595390602946, "total_loss": 0.7160368470940739}
{"data_time": 0.01693739276379347, "eta_seconds": 58158.277282491326, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24922360248447206, "fast_rcnn/fg_cls_accuracy": 0.7351898511660612, "iteration": 211599, "loss_box_reg": 0.2075265534222126, "loss_cls": 0.1607609665952623, "loss_mask": 0.23207771219313145, "loss_rpn_cls": 0.029604494688101113, "loss_rpn_loc": 0.058172869379632175, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028004508706468, "mask_rcnn/false_negative": 0.0719200761224961, "mask_rcnn/false_positive": 0.11708416977253304, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0088181202299893, "total_loss": 0.7208413428161293}
{"data_time": 0.01382825430482626, "eta_seconds": 58191.91799861379, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2676954930662558, "fast_rcnn/fg_cls_accuracy": 0.7227839568587799, "iteration": 211619, "loss_box_reg": 0.23291614092886448, "loss_cls": 0.16921607591211796, "loss_mask": 0.2394505999982357, "loss_rpn_cls": 0.03049776330590248, "loss_rpn_loc": 0.06651138490997255, "lr": 1e-05, "mask_rcnn/accuracy": 0.8855222923131714, "mask_rcnn/false_negative": 0.10057019372571617, "mask_rcnn/false_positive": 0.12119435955100133, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9848985718563199, "total_loss": 0.7474539320683107}
{"data_time": 0.015705075580626726, "eta_seconds": 58220.00341698527, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27248427672955977, "fast_rcnn/fg_cls_accuracy": 0.7151069182389937, "iteration": 211639, "loss_box_reg": 0.20112675242125988, "loss_cls": 0.1626742286607623, "loss_mask": 0.22904436849057674, "loss_rpn_cls": 0.027761426870711148, "loss_rpn_loc": 0.07137476932257414, "lr": 1e-05, "mask_rcnn/accuracy": 0.899110969387755, "mask_rcnn/false_negative": 0.08729708008075691, "mask_rcnn/false_positive": 0.10867037673773361, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0139264157041907, "total_loss": 0.7031336668005679}
{"data_time": 0.02218667045235634, "eta_seconds": 58223.31096153706, "fast_rcnn/cls_accuracy": 0.927978515625, "fast_rcnn/false_negative": 0.3022242566032618, "fast_rcnn/fg_cls_accuracy": 0.6650391618350117, "iteration": 211659, "loss_box_reg": 0.20797891076654196, "loss_cls": 0.16258888971060514, "loss_mask": 0.2157791182398796, "loss_rpn_cls": 0.02578504243865609, "loss_rpn_loc": 0.06796377769205719, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965031286531775, "mask_rcnn/false_negative": 0.09249383700867617, "mask_rcnn/false_positive": 0.12398331049358276, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.0007384391501546, "total_loss": 0.6924384335870855}
{"data_time": 0.017111434135586023, "eta_seconds": 58220.93014508486, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.28829595923816786, "fast_rcnn/fg_cls_accuracy": 0.6911057436530399, "iteration": 211679, "loss_box_reg": 0.20159648545086384, "loss_cls": 0.16092594154179096, "loss_mask": 0.22766428999602795, "loss_rpn_cls": 0.02434888918651268, "loss_rpn_loc": 0.05843750527128577, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092876384413687, "mask_rcnn/false_negative": 0.089300126802908, "mask_rcnn/false_positive": 0.1029308160921951, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9976532873697579, "total_loss": 0.6750903716310859}
{"data_time": 0.015691022854298353, "eta_seconds": 58149.089972814545, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2590798162503589, "fast_rcnn/fg_cls_accuracy": 0.7212962962962963, "iteration": 211699, "loss_box_reg": 0.21384950447827578, "loss_cls": 0.16253315284848213, "loss_mask": 0.22710823826491833, "loss_rpn_cls": 0.028580426471307874, "loss_rpn_loc": 0.06489929754752666, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068161274773039, "mask_rcnn/false_negative": 0.08933288701633751, "mask_rcnn/false_positive": 0.10078065347328985, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.9891553539782763, "total_loss": 0.7071184981614351}
{"data_time": 0.020706957671791315, "eta_seconds": 58151.12773168832, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2625395364207147, "fast_rcnn/fg_cls_accuracy": 0.7133083488027272, "iteration": 211719, "loss_box_reg": 0.1999970618635416, "loss_cls": 0.1453631492331624, "loss_mask": 0.21507774479687214, "loss_rpn_cls": 0.023483271012082696, "loss_rpn_loc": 0.058230072259902954, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049480227959079, "mask_rcnn/false_negative": 0.08556382805480436, "mask_rcnn/false_positive": 0.10684998599351701, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0149257476441562, "total_loss": 0.6423659835127182}
{"data_time": 0.01673191273584962, "eta_seconds": 58109.193513141945, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2871380765313546, "fast_rcnn/fg_cls_accuracy": 0.699605421170012, "iteration": 211739, "loss_box_reg": 0.18752452917397022, "loss_cls": 0.14306122623384, "loss_mask": 0.22522715292870998, "loss_rpn_cls": 0.02078027289826423, "loss_rpn_loc": 0.05270001711323857, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967995061893255, "mask_rcnn/false_negative": 0.09286393564706671, "mask_rcnn/false_positive": 0.11382257640397442, "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": 0.9872737163677812, "total_loss": 0.6305637922487222}
{"data_time": 0.02025911444798112, "eta_seconds": 58123.5109770298, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2190047393364929, "fast_rcnn/fg_cls_accuracy": 0.7556811277190425, "iteration": 211759, "loss_box_reg": 0.18807989358901978, "loss_cls": 0.1421872260980308, "loss_mask": 0.20380779448896646, "loss_rpn_cls": 0.029809802363160998, "loss_rpn_loc": 0.062018000171519816, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049196394457654, "mask_rcnn/false_negative": 0.09048326821649083, "mask_rcnn/false_positive": 0.11632651466853794, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0089589757844806, "total_loss": 0.6280688690021634}
{"data_time": 0.01450338214635849, "eta_seconds": 58121.10001794994, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2463011031797534, "fast_rcnn/fg_cls_accuracy": 0.710668131638152, "iteration": 211779, "loss_box_reg": 0.1934747602790594, "loss_cls": 0.1544449497014284, "loss_mask": 0.225777056068182, "loss_rpn_cls": 0.023434530128724873, "loss_rpn_loc": 0.06411657901480794, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091598949030832, "mask_rcnn/false_negative": 0.08388777200706712, "mask_rcnn/false_positive": 0.09895577576613916, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.0181928742676973, "total_loss": 0.6759131646249443}
{"data_time": 0.015106381382793188, "eta_seconds": 57996.87652364373, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2784044233807267, "fast_rcnn/fg_cls_accuracy": 0.703436773628762, "iteration": 211799, "loss_box_reg": 0.22023285180330276, "loss_cls": 0.1727987490594387, "loss_mask": 0.2386001367121935, "loss_rpn_cls": 0.03097597509622574, "loss_rpn_loc": 0.06978368165437132, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028731094852077, "mask_rcnn/false_negative": 0.08445088047073387, "mask_rcnn/false_positive": 0.11553306844041114, "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": 0.9748793905600905, "total_loss": 0.7283994490280747}
{"data_time": 0.017707388382405043, "eta_seconds": 57937.72151786834, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2417658883562703, "fast_rcnn/fg_cls_accuracy": 0.7471582181259601, "iteration": 211819, "loss_box_reg": 0.22565166093409061, "loss_cls": 0.16846328973770142, "loss_mask": 0.2349979467689991, "loss_rpn_cls": 0.028726630611345172, "loss_rpn_loc": 0.06766817113384604, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046730631827219, "mask_rcnn/false_negative": 0.0902132049031387, "mask_rcnn/false_positive": 0.09852280877394944, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9951801705174148, "total_loss": 0.7190546183846891}
{"data_time": 0.015978249721229076, "eta_seconds": 57957.01612740755, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.24698795180722893, "fast_rcnn/fg_cls_accuracy": 0.7201308115588652, "iteration": 211839, "loss_box_reg": 0.18634954001754522, "loss_cls": 0.15449734777212143, "loss_mask": 0.21619888953864574, "loss_rpn_cls": 0.028075622743926942, "loss_rpn_loc": 0.07821504551975522, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100632146246668, "mask_rcnn/false_negative": 0.08395082916247959, "mask_rcnn/false_positive": 0.10338616992763514, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.048375531565398, "total_loss": 0.6829119168687612}
{"data_time": 0.02234564209356904, "eta_seconds": 57989.504134124145, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.24179415355885944, "fast_rcnn/fg_cls_accuracy": 0.7320591211641795, "iteration": 211859, "loss_box_reg": 0.1961303660646081, "loss_cls": 0.1474804049357772, "loss_mask": 0.2185027413070202, "loss_rpn_cls": 0.024769719690084457, "loss_rpn_loc": 0.059053979348391294, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075422493823888, "mask_rcnn/false_negative": 0.08169771424553919, "mask_rcnn/false_positive": 0.10879620579417626, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.035332783125341, "total_loss": 0.6537634739361238}
{"data_time": 0.019804073497653008, "eta_seconds": 58044.599991273135, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27776386982152956, "fast_rcnn/fg_cls_accuracy": 0.6907884842625416, "iteration": 211879, "loss_box_reg": 0.21468940284103155, "loss_cls": 0.1558898761868477, "loss_mask": 0.22567159123718739, "loss_rpn_cls": 0.02848528267350048, "loss_rpn_loc": 0.06545218068640679, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017997340354129, "mask_rcnn/false_negative": 0.09365466300921291, "mask_rcnn/false_positive": 0.10742980358958386, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.01650138059631, "total_loss": 0.6845256927190349}
{"data_time": 0.012243038509041071, "eta_seconds": 58083.12857844867, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.25349054306356034, "fast_rcnn/fg_cls_accuracy": 0.7282551343453203, "iteration": 211899, "loss_box_reg": 0.19543901830911636, "loss_cls": 0.15535352006554604, "loss_mask": 0.21161122620105743, "loss_rpn_cls": 0.030438076122663915, "loss_rpn_loc": 0.0709500580560416, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054294108575851, "mask_rcnn/false_negative": 0.08038942887471934, "mask_rcnn/false_positive": 0.1002835310223335, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0361455692909658, "total_loss": 0.6654444796731696}
{"data_time": 0.014384868554770947, "eta_seconds": 58049.61431398988, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2508026346274782, "fast_rcnn/fg_cls_accuracy": 0.7224326599326599, "iteration": 211919, "loss_box_reg": 0.20168055314570665, "loss_cls": 0.14936381299048662, "loss_mask": 0.23179227113723755, "loss_rpn_cls": 0.027929728501476347, "loss_rpn_loc": 0.062287092208862305, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011393909415618, "mask_rcnn/false_negative": 0.09074541373256033, "mask_rcnn/false_positive": 0.10153515674961125, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0503615885972977, "total_loss": 0.6585984858684242}
{"data_time": 0.01584566757082939, "eta_seconds": 58040.731908930466, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3285739646471051, "fast_rcnn/fg_cls_accuracy": 0.6614296936370778, "iteration": 211939, "loss_box_reg": 0.20194552559405565, "loss_cls": 0.16274732677266002, "loss_mask": 0.22787473909556866, "loss_rpn_cls": 0.024274407071061432, "loss_rpn_loc": 0.06322291016113013, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029622959130199, "mask_rcnn/false_negative": 0.09109956430435445, "mask_rcnn/false_positive": 0.10202725637688664, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.006316177546978, "total_loss": 0.692749960697256}
{"data_time": 0.013884897343814373, "eta_seconds": 58012.354533448815, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24359325125398998, "fast_rcnn/fg_cls_accuracy": 0.7391093697337378, "iteration": 211959, "loss_box_reg": 0.19282640283927321, "loss_cls": 0.15246180444955826, "loss_mask": 0.2193277757614851, "loss_rpn_cls": 0.02152431884314865, "loss_rpn_loc": 0.06216790480539203, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061070817001429, "mask_rcnn/false_negative": 0.07961631503651692, "mask_rcnn/false_positive": 0.10370187709076972, "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": 0.9967003385536373, "total_loss": 0.665773600077955}
{"data_time": 0.027753702830523252, "eta_seconds": 57992.36405979842, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2627617485284184, "fast_rcnn/fg_cls_accuracy": 0.6902743365473596, "iteration": 211979, "loss_box_reg": 0.18921535601839423, "loss_cls": 0.14552250877022743, "loss_mask": 0.21668493561446667, "loss_rpn_cls": 0.02136388246435672, "loss_rpn_loc": 0.05783337110187858, "lr": 1e-05, "mask_rcnn/accuracy": 0.9171081326902368, "mask_rcnn/false_negative": 0.07184044229441362, "mask_rcnn/false_positive": 0.09252338530367747, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 235.625, "rpn/num_pos_anchors": 20.375, "time": 0.9824224603362381, "total_loss": 0.6325463561115612}
{"data_time": 0.013808066956698895, "eta_seconds": 57972.37358614802, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.23803827751196172, "fast_rcnn/fg_cls_accuracy": 0.7403204943949411, "iteration": 211999, "loss_box_reg": 0.19521294441074133, "loss_cls": 0.1586793875321746, "loss_mask": 0.2221714612096548, "loss_rpn_cls": 0.02643903181888163, "loss_rpn_loc": 0.06947167008183897, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011122515412415, "mask_rcnn/false_negative": 0.08100382563453294, "mask_rcnn/false_positive": 0.11200528052306949, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9939055973663926, "total_loss": 0.6911695707822219}
{"data_time": 0.01323141809552908, "eta_seconds": 57924.55563247204, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.21550916241318718, "fast_rcnn/fg_cls_accuracy": 0.757438708057903, "iteration": 212019, "loss_box_reg": 0.20698459818959236, "loss_cls": 0.1447136476635933, "loss_mask": 0.2238449975848198, "loss_rpn_cls": 0.023241337068611756, "loss_rpn_loc": 0.06526380591094494, "lr": 1e-05, "mask_rcnn/accuracy": 0.907064331422846, "mask_rcnn/false_negative": 0.08356552027751789, "mask_rcnn/false_positive": 0.10686773739997428, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9904410899616778, "total_loss": 0.6702287002117373}
{"data_time": 0.01685615163296461, "eta_seconds": 57904.57475781441, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.281716688415253, "fast_rcnn/fg_cls_accuracy": 0.6567710598811077, "iteration": 212039, "loss_box_reg": 0.183805787935853, "loss_cls": 0.15332089643925428, "loss_mask": 0.22457696311175823, "loss_rpn_cls": 0.028930960164871067, "loss_rpn_loc": 0.06765249057207257, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072322867116771, "mask_rcnn/false_negative": 0.07813934936108322, "mask_rcnn/false_positive": 0.11297410326205154, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0036372477188706, "total_loss": 0.6320699901552871}
{"data_time": 0.016938322689384222, "eta_seconds": 57894.73449910991, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.25484618626211547, "fast_rcnn/fg_cls_accuracy": 0.7076774193548387, "iteration": 212059, "loss_box_reg": 0.18200958613306284, "loss_cls": 0.148490141145885, "loss_mask": 0.23037869855761528, "loss_rpn_cls": 0.027271259226836264, "loss_rpn_loc": 0.06938112433999777, "lr": 1e-05, "mask_rcnn/accuracy": 0.906703544575725, "mask_rcnn/false_negative": 0.08307523483116609, "mask_rcnn/false_positive": 0.11859510649122423, "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": 1.001722811255604, "total_loss": 0.6591442142380401}
{"data_time": 0.021206478122621775, "eta_seconds": 57963.84225413203, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2792113481992705, "fast_rcnn/fg_cls_accuracy": 0.7045613383711533, "iteration": 212079, "loss_box_reg": 0.20168916322290897, "loss_cls": 0.1566035831347108, "loss_mask": 0.21635940670967102, "loss_rpn_cls": 0.031312501756474376, "loss_rpn_loc": 0.07711531256791204, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063651068077874, "mask_rcnn/false_negative": 0.08291703302011356, "mask_rcnn/false_positive": 0.11039741978745829, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0288488510996103, "total_loss": 0.7123676553892437}
{"data_time": 0.028870492707937956, "eta_seconds": 57960.61662537977, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28251417557542746, "fast_rcnn/fg_cls_accuracy": 0.6886073230967464, "iteration": 212099, "loss_box_reg": 0.2184141967445612, "loss_cls": 0.15751213068142533, "loss_mask": 0.23100480809807777, "loss_rpn_cls": 0.023899089661426842, "loss_rpn_loc": 0.05403772019781172, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993174221459055, "mask_rcnn/false_negative": 0.09348979943892341, "mask_rcnn/false_positive": 0.11450466404741397, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.011650528293103, "total_loss": 0.7069499280769378}
{"data_time": 0.018783228937536478, "eta_seconds": 57932.93980943039, "fast_rcnn/cls_accuracy": 0.922607421875, "fast_rcnn/false_negative": 0.2949845380749903, "fast_rcnn/fg_cls_accuracy": 0.6695788374521406, "iteration": 212119, "loss_box_reg": 0.20304356142878532, "loss_cls": 0.1518386472016573, "loss_mask": 0.2206955710425973, "loss_rpn_cls": 0.028809981246013194, "loss_rpn_loc": 0.05971775553189218, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059533754934489, "mask_rcnn/false_negative": 0.08189541759413023, "mask_rcnn/false_positive": 0.10025483064676156, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9889474692754447, "total_loss": 0.6918450135271996}
{"data_time": 0.01500747725367546, "eta_seconds": 57867.32767790556, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26220957799905165, "fast_rcnn/fg_cls_accuracy": 0.7214174606260937, "iteration": 212139, "loss_box_reg": 0.19083327613770962, "loss_cls": 0.15374364331364632, "loss_mask": 0.20735183637589216, "loss_rpn_cls": 0.03021740252734162, "loss_rpn_loc": 0.06285272212699056, "lr": 1e-05, "mask_rcnn/accuracy": 0.9153759535765316, "mask_rcnn/false_negative": 0.07499559530715116, "mask_rcnn/false_positive": 0.09947291216684936, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9913020120002329, "total_loss": 0.6599063709727488}
{"data_time": 0.021464331541210413, "eta_seconds": 57812.44979694486, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26050420168067223, "fast_rcnn/fg_cls_accuracy": 0.7014285714285714, "iteration": 212159, "loss_box_reg": 0.22436579503118992, "loss_cls": 0.16920321807265282, "loss_mask": 0.2201196737587452, "loss_rpn_cls": 0.033864542143419385, "loss_rpn_loc": 0.07978333719074726, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069464255767512, "mask_rcnn/false_negative": 0.09068144931011207, "mask_rcnn/false_positive": 0.09591264067947872, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 0.9767094538547099, "total_loss": 0.7355712518328801}
{"data_time": 0.014585270080715418, "eta_seconds": 57781.63070585579, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24677412851065544, "fast_rcnn/fg_cls_accuracy": 0.7371794871794872, "iteration": 212179, "loss_box_reg": 0.19956817664206028, "loss_cls": 0.15440748911350965, "loss_mask": 0.22099647670984268, "loss_rpn_cls": 0.021862101566512138, "loss_rpn_loc": 0.059954346681479365, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996376434107431, "mask_rcnn/false_negative": 0.09133933529844424, "mask_rcnn/false_positive": 0.12634431079957104, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.992082096170634, "total_loss": 0.6555598541453946}
{"data_time": 0.016461519058793783, "eta_seconds": 57665.639317408204, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.21745562130177515, "fast_rcnn/fg_cls_accuracy": 0.7632918552036199, "iteration": 212199, "loss_box_reg": 0.1935042180120945, "loss_cls": 0.14512340165674686, "loss_mask": 0.21716327872127295, "loss_rpn_cls": 0.024807653098832816, "loss_rpn_loc": 0.0554702109657228, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075805213274317, "mask_rcnn/false_negative": 0.07390122344708576, "mask_rcnn/false_positive": 0.10543871483759332, "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": 0.9648775630630553, "total_loss": 0.6293683703406714}
{"data_time": 0.01273092394694686, "eta_seconds": 57702.40047899075, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3065501584592881, "fast_rcnn/fg_cls_accuracy": 0.6665843362672894, "iteration": 212219, "loss_box_reg": 0.20010249689221382, "loss_cls": 0.14993596635758877, "loss_mask": 0.22569670528173447, "loss_rpn_cls": 0.02787725196685642, "loss_rpn_loc": 0.05884071905165911, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008034575437318, "mask_rcnn/false_negative": 0.09450633278165413, "mask_rcnn/false_positive": 0.11473209158970597, "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": 1.0038433829322457, "total_loss": 0.6756223097909242}
{"data_time": 0.014766577631235123, "eta_seconds": 57649.44635681808, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32336757153338225, "fast_rcnn/fg_cls_accuracy": 0.6522588315217391, "iteration": 212239, "loss_box_reg": 0.20658371318131685, "loss_cls": 0.15482900710776448, "loss_mask": 0.2239744458347559, "loss_rpn_cls": 0.024306776584126055, "loss_rpn_loc": 0.05996448395308107, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978726090970989, "mask_rcnn/false_negative": 0.08383351128954483, "mask_rcnn/false_positive": 0.12123011445360729, "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": 0.99089226545766, "total_loss": 0.6800234845723026}
{"data_time": 0.014915177132934332, "eta_seconds": 57532.763498974964, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27622832369942196, "fast_rcnn/fg_cls_accuracy": 0.6904481132075472, "iteration": 212259, "loss_box_reg": 0.20723404176533222, "loss_cls": 0.1687736650928855, "loss_mask": 0.23495519161224365, "loss_rpn_cls": 0.03223270445596427, "loss_rpn_loc": 0.0635372512624599, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039419339164237, "mask_rcnn/false_negative": 0.08828812003864528, "mask_rcnn/false_positive": 0.10649064882886489, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9885914195328951, "total_loss": 0.7061804288532585}
{"data_time": 0.019771999213844538, "eta_seconds": 57620.420267712325, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.24640223061701744, "fast_rcnn/fg_cls_accuracy": 0.7356403780348705, "iteration": 212279, "loss_box_reg": 0.19447574391961098, "loss_cls": 0.15144675225019455, "loss_mask": 0.21880627423524857, "loss_rpn_cls": 0.024642012547701597, "loss_rpn_loc": 0.06259068078361452, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965364925466707, "mask_rcnn/false_negative": 0.08464248831972022, "mask_rcnn/false_positive": 0.11525944028731175, "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": 1.0077395685948431, "total_loss": 0.6711391139542684}
{"data_time": 0.015323890373110771, "eta_seconds": 57565.87177533656, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2815929203539823, "fast_rcnn/fg_cls_accuracy": 0.7096502317741256, "iteration": 212299, "loss_box_reg": 0.2089730929583311, "loss_cls": 0.15876764431595802, "loss_mask": 0.2236096654087305, "loss_rpn_cls": 0.025684041436761618, "loss_rpn_loc": 0.06879324628971517, "lr": 1e-05, "mask_rcnn/accuracy": 0.909332070514773, "mask_rcnn/false_negative": 0.08820408112827462, "mask_rcnn/false_positive": 0.09142922166857465, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9906623559072614, "total_loss": 0.6864436662872322}
{"data_time": 0.019640330225229263, "eta_seconds": 57461.98029510677, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2592871321684881, "fast_rcnn/fg_cls_accuracy": 0.7232744741285653, "iteration": 212319, "loss_box_reg": 0.2022945275530219, "loss_cls": 0.16428953036665916, "loss_mask": 0.21941972710192204, "loss_rpn_cls": 0.026117137516848743, "loss_rpn_loc": 0.0637670299038291, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064260013308008, "mask_rcnn/false_negative": 0.08041266609269734, "mask_rcnn/false_positive": 0.10495273413824413, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9771589902229607, "total_loss": 0.6944472306640819}
{"data_time": 0.01656656339764595, "eta_seconds": 57412.898584809154, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2849533293613641, "fast_rcnn/fg_cls_accuracy": 0.6856926895837745, "iteration": 212339, "loss_box_reg": 0.2015428002923727, "loss_cls": 0.17187941912561655, "loss_mask": 0.23590675927698612, "loss_rpn_cls": 0.02722943847766146, "loss_rpn_loc": 0.066097880480811, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035602386379958, "mask_rcnn/false_negative": 0.09197675942092944, "mask_rcnn/false_positive": 0.11082363196805434, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9612810760736465, "total_loss": 0.7105328279430978}
{"data_time": 0.015981858130544424, "eta_seconds": 57409.44463249296, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.27484445735589613, "fast_rcnn/fg_cls_accuracy": 0.6800580155873204, "iteration": 212359, "loss_box_reg": 0.20617536082863808, "loss_cls": 0.15482552256435156, "loss_mask": 0.22607094049453735, "loss_rpn_cls": 0.0312929842621088, "loss_rpn_loc": 0.06590699730440974, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934960354603212, "mask_rcnn/false_negative": 0.09709124006694007, "mask_rcnn/false_positive": 0.11458348743950109, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9820400294847786, "total_loss": 0.669764933642}
{"data_time": 0.016107316128909588, "eta_seconds": 57373.07000445202, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26044793350265527, "fast_rcnn/fg_cls_accuracy": 0.7156588254206409, "iteration": 212379, "loss_box_reg": 0.21476342342793941, "loss_cls": 0.1584270866587758, "loss_mask": 0.23332741484045982, "loss_rpn_cls": 0.027010143094230443, "loss_rpn_loc": 0.07199664716608822, "lr": 1e-05, "mask_rcnn/accuracy": 0.8956522882770619, "mask_rcnn/false_negative": 0.08152044625725319, "mask_rcnn/false_positive": 0.10771347003050881, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9950485629960895, "total_loss": 0.7037594540743157}
{"data_time": 0.015023312531411648, "eta_seconds": 57393.26597750187, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23668831168831167, "fast_rcnn/fg_cls_accuracy": 0.7244047619047619, "iteration": 212399, "loss_box_reg": 0.20369827654212713, "loss_cls": 0.14170340169221163, "loss_mask": 0.220791295170784, "loss_rpn_cls": 0.022419968794565648, "loss_rpn_loc": 0.04954097303561866, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041114607436841, "mask_rcnn/false_negative": 0.0900396861968697, "mask_rcnn/false_positive": 0.09929001022495224, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0394792007282376, "total_loss": 0.6375760541413911}
{"data_time": 0.016178064048290253, "eta_seconds": 57466.146460492164, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.254251430387794, "fast_rcnn/fg_cls_accuracy": 0.7115027829313544, "iteration": 212419, "loss_box_reg": 0.20737995766103268, "loss_cls": 0.16032543312758207, "loss_mask": 0.22194568812847137, "loss_rpn_cls": 0.0307002030313015, "loss_rpn_loc": 0.07076965575106442, "lr": 1e-05, "mask_rcnn/accuracy": 0.904546984174689, "mask_rcnn/false_negative": 0.0751493988532917, "mask_rcnn/false_positive": 0.10484498728687211, "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": 1.0139985089190304, "total_loss": 0.7167695012758486}
{"data_time": 0.017755494453012943, "eta_seconds": 57457.05314941704, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26684297969009596, "fast_rcnn/fg_cls_accuracy": 0.6912762609391823, "iteration": 212439, "loss_box_reg": 0.21120733581483364, "loss_cls": 0.1630306513980031, "loss_mask": 0.232395613566041, "loss_rpn_cls": 0.02941911353264004, "loss_rpn_loc": 0.063238512550015, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987855361141543, "mask_rcnn/false_negative": 0.08733821384090332, "mask_rcnn/false_positive": 0.10982947728153364, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0597835052758455, "total_loss": 0.720956030592788}
{"data_time": 0.01906261406838894, "eta_seconds": 57444.581877077, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2422406462585034, "fast_rcnn/fg_cls_accuracy": 0.7263676303854876, "iteration": 212459, "loss_box_reg": 0.19898752868175507, "loss_cls": 0.1555392958689481, "loss_mask": 0.21922219172120094, "loss_rpn_cls": 0.024098002584651113, "loss_rpn_loc": 0.06097495224094018, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082288832199547, "mask_rcnn/false_negative": 0.08168911491523102, "mask_rcnn/false_positive": 0.10359294491134804, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0172069631516933, "total_loss": 0.6734894955297932}
{"data_time": 0.015089783351868391, "eta_seconds": 57465.1443586871, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23746559770252482, "fast_rcnn/fg_cls_accuracy": 0.7347551703163018, "iteration": 212479, "loss_box_reg": 0.18551971204578876, "loss_cls": 0.14801031164824963, "loss_mask": 0.2228353675454855, "loss_rpn_cls": 0.02756534580839798, "loss_rpn_loc": 0.07210696768015623, "lr": 1e-05, "mask_rcnn/accuracy": 0.9170737791526764, "mask_rcnn/false_negative": 0.08371171509500833, "mask_rcnn/false_positive": 0.09012514785133681, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.026056727860123, "total_loss": 0.6756397071294487}
{"data_time": 0.01320604793727398, "eta_seconds": 57439.17064159177, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27143549623483787, "fast_rcnn/fg_cls_accuracy": 0.7162862970731425, "iteration": 212499, "loss_box_reg": 0.20082182809710503, "loss_cls": 0.15857932809740305, "loss_mask": 0.23439467139542103, "loss_rpn_cls": 0.025412976334337145, "loss_rpn_loc": 0.0586538000497967, "lr": 1e-05, "mask_rcnn/accuracy": 0.8973311350282632, "mask_rcnn/false_negative": 0.10440454158282861, "mask_rcnn/false_positive": 0.10277848284030694, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9932800512760878, "total_loss": 0.6823206681292504}
{"data_time": 0.022902871016412973, "eta_seconds": 57402.74034965783, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.26379911648453847, "fast_rcnn/fg_cls_accuracy": 0.7231288214210415, "iteration": 212519, "loss_box_reg": 0.19977539498358965, "loss_cls": 0.15017969254404306, "loss_mask": 0.22142847627401352, "loss_rpn_cls": 0.03203609073534608, "loss_rpn_loc": 0.08061508461833, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068503392262459, "mask_rcnn/false_negative": 0.09067305942667159, "mask_rcnn/false_positive": 0.09273151423639939, "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": 0.9860526164993644, "total_loss": 0.7171307747776154}
{"data_time": 0.014101958367973566, "eta_seconds": 57417.801616573706, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.25728107344632767, "fast_rcnn/fg_cls_accuracy": 0.7301916786751755, "iteration": 212539, "loss_box_reg": 0.20552661269903183, "loss_cls": 0.15546336397528648, "loss_mask": 0.22645217925310135, "loss_rpn_cls": 0.020955618820153177, "loss_rpn_loc": 0.06304487271700054, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982492362603713, "mask_rcnn/false_negative": 0.08751177202329316, "mask_rcnn/false_positive": 0.12878373582750516, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.005903562065214, "total_loss": 0.6729664181475528}
{"data_time": 0.016875692177563906, "eta_seconds": 57463.05660493672, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.27551889499898163, "fast_rcnn/fg_cls_accuracy": 0.6702159847321139, "iteration": 212559, "loss_box_reg": 0.21371257491409779, "loss_cls": 0.1658251592889428, "loss_mask": 0.23227249830961227, "loss_rpn_cls": 0.030936893192119896, "loss_rpn_loc": 0.07141318009234965, "lr": 1e-05, "mask_rcnn/accuracy": 0.8903665169021878, "mask_rcnn/false_negative": 0.09368033522414479, "mask_rcnn/false_positive": 0.12849868533033873, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0210760571062565, "total_loss": 0.7270149402320385}
{"data_time": 0.015772132202982903, "eta_seconds": 57411.63998541422, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.23737771180226425, "fast_rcnn/fg_cls_accuracy": 0.7098399525785418, "iteration": 212579, "loss_box_reg": 0.18647793540731072, "loss_cls": 0.1391417309641838, "loss_mask": 0.22343247383832932, "loss_rpn_cls": 0.021577789331786335, "loss_rpn_loc": 0.05682362988591194, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058719716574547, "mask_rcnn/false_negative": 0.09581300686637287, "mask_rcnn/false_positive": 0.09225323826721306, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9908275702036917, "total_loss": 0.6459903391660191}
{"data_time": 0.022742250002920628, "eta_seconds": 57368.855044059455, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2177560975609756, "fast_rcnn/fg_cls_accuracy": 0.753609756097561, "iteration": 212599, "loss_box_reg": 0.18091536476276815, "loss_cls": 0.154017960652709, "loss_mask": 0.2211653972044587, "loss_rpn_cls": 0.024393199157202616, "loss_rpn_loc": 0.06979209091514349, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039965334614546, "mask_rcnn/false_negative": 0.08975714477061757, "mask_rcnn/false_positive": 0.10447794763432677, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.994722296949476, "total_loss": 0.6778719697613269}
{"data_time": 0.013626602478325367, "eta_seconds": 57344.32735055685, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.28046320072031217, "fast_rcnn/fg_cls_accuracy": 0.7060185185185186, "iteration": 212619, "loss_box_reg": 0.19657025765627623, "loss_cls": 0.14902777411043644, "loss_mask": 0.2211394738405943, "loss_rpn_cls": 0.027093472221167758, "loss_rpn_loc": 0.06323294356116094, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047633717453378, "mask_rcnn/false_negative": 0.08931035839271381, "mask_rcnn/false_positive": 0.11196234474989228, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9926740205846727, "total_loss": 0.6538084957865067}
{"data_time": 0.01795624615624547, "eta_seconds": 57299.10741571337, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2705235878485387, "fast_rcnn/fg_cls_accuracy": 0.7117300819844439, "iteration": 212639, "loss_box_reg": 0.1965831806883216, "loss_cls": 0.14921939885243773, "loss_mask": 0.21559370309114456, "loss_rpn_cls": 0.030078321346081793, "loss_rpn_loc": 0.07212160783819854, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088236358373136, "mask_rcnn/false_negative": 0.0823914271141967, "mask_rcnn/false_positive": 0.09376695411668586, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9980794573202729, "total_loss": 0.6734635023167357}
{"data_time": 0.013549518771469593, "eta_seconds": 57271.5347443521, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2914172783738001, "fast_rcnn/fg_cls_accuracy": 0.6663310900264784, "iteration": 212659, "loss_box_reg": 0.2072532307356596, "loss_cls": 0.1566997217014432, "loss_mask": 0.22465083189308643, "loss_rpn_cls": 0.026785382302477956, "loss_rpn_loc": 0.07612260850146413, "lr": 1e-05, "mask_rcnn/accuracy": 0.8976588458958314, "mask_rcnn/false_negative": 0.08969521160673505, "mask_rcnn/false_positive": 0.11250217234107732, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9977215360850096, "total_loss": 0.6963032703351928}
{"data_time": 0.01623561093583703, "eta_seconds": 57251.55862480402, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2634470792365529, "fast_rcnn/fg_cls_accuracy": 0.6963948332369385, "iteration": 212679, "loss_box_reg": 0.21310501173138618, "loss_cls": 0.1563426349312067, "loss_mask": 0.22281055338680744, "loss_rpn_cls": 0.026948767655994743, "loss_rpn_loc": 0.0667027560994029, "lr": 1e-05, "mask_rcnn/accuracy": 0.8878540997928753, "mask_rcnn/false_negative": 0.0999522840347186, "mask_rcnn/false_positive": 0.10444371699956476, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9984153499826789, "total_loss": 0.7181841757846996}
{"data_time": 0.016730413772165775, "eta_seconds": 57204.97986716218, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2908456486042693, "fast_rcnn/fg_cls_accuracy": 0.6985331799701625, "iteration": 212699, "loss_box_reg": 0.21755167096853256, "loss_cls": 0.1612276528030634, "loss_mask": 0.2283900137990713, "loss_rpn_cls": 0.031140590668655932, "loss_rpn_loc": 0.07557708630338311, "lr": 1e-05, "mask_rcnn/accuracy": 0.888728988799099, "mask_rcnn/false_negative": 0.1031487247648212, "mask_rcnn/false_positive": 0.10874249518382426, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.957843208219856, "total_loss": 0.7001353135565296}
{"data_time": 0.014568001963198185, "eta_seconds": 57181.46714061499, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.23589231920486597, "fast_rcnn/fg_cls_accuracy": 0.7423879680785759, "iteration": 212719, "loss_box_reg": 0.20839593932032585, "loss_cls": 0.17329535074532032, "loss_mask": 0.2293530311435461, "loss_rpn_cls": 0.026940117706544697, "loss_rpn_loc": 0.07362857670523226, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059290763118202, "mask_rcnn/false_negative": 0.08503167629364672, "mask_rcnn/false_positive": 0.10791169300884298, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 1.0016497820615768, "total_loss": 0.7049498104024678}
{"data_time": 0.013317369390279055, "eta_seconds": 57157.589703537524, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2617845117845118, "fast_rcnn/fg_cls_accuracy": 0.7120439988861041, "iteration": 212739, "loss_box_reg": 0.220187745988369, "loss_cls": 0.16442979406565428, "loss_mask": 0.21554169058799744, "loss_rpn_cls": 0.029189472959842533, "loss_rpn_loc": 0.07168496452504769, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983278787685431, "mask_rcnn/false_negative": 0.09502498119968626, "mask_rcnn/false_positive": 0.10718288242986701, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9818726633675396, "total_loss": 0.6933572852285579}
{"data_time": 0.01738745905458927, "eta_seconds": 57089.143690913916, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.20760820457215146, "fast_rcnn/fg_cls_accuracy": 0.7622103386809269, "iteration": 212759, "loss_box_reg": 0.2035978427156806, "loss_cls": 0.15729447919875383, "loss_mask": 0.22162953205406666, "loss_rpn_cls": 0.027015191270038486, "loss_rpn_loc": 0.06828670343384147, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039529141175922, "mask_rcnn/false_negative": 0.08474219698315917, "mask_rcnn/false_positive": 0.11105229488722851, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9947740491479635, "total_loss": 0.6694401478162035}
{"data_time": 0.019933761563152075, "eta_seconds": 57081.18690001778, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2598669623059867, "fast_rcnn/fg_cls_accuracy": 0.7132800381816012, "iteration": 212779, "loss_box_reg": 0.20382188074290752, "loss_cls": 0.16605613380670547, "loss_mask": 0.22860178910195827, "loss_rpn_cls": 0.03050629491917789, "loss_rpn_loc": 0.08512571873143315, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987619071041463, "mask_rcnn/false_negative": 0.08445427351691487, "mask_rcnn/false_positive": 0.11213758966156914, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0207932470366359, "total_loss": 0.7438607872463763}
{"data_time": 0.014016777276992798, "eta_seconds": 57105.14569636434, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25212142419735806, "fast_rcnn/fg_cls_accuracy": 0.709742951907131, "iteration": 212799, "loss_box_reg": 0.21990529261529446, "loss_cls": 0.17090453207492828, "loss_mask": 0.2184021733701229, "loss_rpn_cls": 0.031246391881722957, "loss_rpn_loc": 0.06314804893918335, "lr": 1e-05, "mask_rcnn/accuracy": 0.8985372728802528, "mask_rcnn/false_negative": 0.08567452181491858, "mask_rcnn/false_positive": 0.1071907106724831, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0112376720644534, "total_loss": 0.7229789183475077}
{"data_time": 0.015723389107733965, "eta_seconds": 57111.72578796744, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.27271120537292326, "fast_rcnn/fg_cls_accuracy": 0.7128339140534263, "iteration": 212819, "loss_box_reg": 0.20445455890148878, "loss_cls": 0.16285366285592318, "loss_mask": 0.22987768054008484, "loss_rpn_cls": 0.02900728734675795, "loss_rpn_loc": 0.07885384582914412, "lr": 1e-05, "mask_rcnn/accuracy": 0.8827776796500841, "mask_rcnn/false_negative": 0.09363252260902408, "mask_rcnn/false_positive": 0.1345266004097771, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.022188253235072, "total_loss": 0.7008324405178428}
{"data_time": 0.016208995133638382, "eta_seconds": 57065.21202804521, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.24816953265553743, "fast_rcnn/fg_cls_accuracy": 0.7403712404562455, "iteration": 212839, "loss_box_reg": 0.19420560263097286, "loss_cls": 0.154296163469553, "loss_mask": 0.21843929402530193, "loss_rpn_cls": 0.022328167804516852, "loss_rpn_loc": 0.06020188541151583, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012039464403273, "mask_rcnn/false_negative": 0.07419368672435225, "mask_rcnn/false_positive": 0.11089842136063213, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9954006997868419, "total_loss": 0.6629628165392205}
{"data_time": 0.019869327545166016, "eta_seconds": 57079.488824699074, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2630810241348487, "fast_rcnn/fg_cls_accuracy": 0.706051541647492, "iteration": 212859, "loss_box_reg": 0.20723914122208953, "loss_cls": 0.1496241744607687, "loss_mask": 0.22381509095430374, "loss_rpn_cls": 0.02284892403986305, "loss_rpn_loc": 0.06600946516846307, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074356469754179, "mask_rcnn/false_negative": 0.09039187620793375, "mask_rcnn/false_positive": 0.09264908712679519, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0369116165675223, "total_loss": 0.6739756467868574}
{"data_time": 0.017123511526733637, "eta_seconds": 57028.9630600065, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.23930377681703238, "fast_rcnn/fg_cls_accuracy": 0.6951331872811777, "iteration": 212879, "loss_box_reg": 0.1969664478674531, "loss_cls": 0.15578624792397022, "loss_mask": 0.21997169870883226, "loss_rpn_cls": 0.027292032493278384, "loss_rpn_loc": 0.07316068466752768, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946855703293333, "mask_rcnn/false_negative": 0.08157288626532341, "mask_rcnn/false_positive": 0.1127000893774554, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9950320390053093, "total_loss": 0.698909105733037}
{"data_time": 0.015054970514029264, "eta_seconds": 56949.512661620975, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.24228073582374127, "fast_rcnn/fg_cls_accuracy": 0.748247828543182, "iteration": 212899, "loss_box_reg": 0.20378843881189823, "loss_cls": 0.15611998084932566, "loss_mask": 0.2206874005496502, "loss_rpn_cls": 0.025833804276771843, "loss_rpn_loc": 0.06267050048336387, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068629198158655, "mask_rcnn/false_negative": 0.08513562895907242, "mask_rcnn/false_positive": 0.10846080537704417, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9875443098135293, "total_loss": 0.689748766599223}
{"data_time": 0.014181621838361025, "eta_seconds": 56941.52653360739, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.21010767290716847, "fast_rcnn/fg_cls_accuracy": 0.7719084383042123, "iteration": 212919, "loss_box_reg": 0.1991132404655218, "loss_cls": 0.1505956060718745, "loss_mask": 0.21867105457931757, "loss_rpn_cls": 0.028556037897942588, "loss_rpn_loc": 0.06677948636934161, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080896443084276, "mask_rcnn/false_negative": 0.08536165323870182, "mask_rcnn/false_positive": 0.0955536357259241, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0066797439940274, "total_loss": 0.6744432010455057}
{"data_time": 0.02486182702705264, "eta_seconds": 56909.61808182299, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2207050423917894, "fast_rcnn/fg_cls_accuracy": 0.7319683181664981, "iteration": 212939, "loss_box_reg": 0.20819569379091263, "loss_cls": 0.17485456727445126, "loss_mask": 0.2338040955364704, "loss_rpn_cls": 0.028375816298648715, "loss_rpn_loc": 0.06533204950392246, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042873335066675, "mask_rcnn/false_negative": 0.0821706493963192, "mask_rcnn/false_positive": 0.11512890285565816, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0064590983092785, "total_loss": 0.7122501144185662}
{"data_time": 0.014941296074539423, "eta_seconds": 56924.02358274907, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2402450881473464, "fast_rcnn/fg_cls_accuracy": 0.726497012920854, "iteration": 212959, "loss_box_reg": 0.1936030238866806, "loss_cls": 0.15285803005099297, "loss_mask": 0.22143596410751343, "loss_rpn_cls": 0.027650933770928532, "loss_rpn_loc": 0.07069552480243146, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028667963797417, "mask_rcnn/false_negative": 0.08688816477867564, "mask_rcnn/false_positive": 0.09911859554690648, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.020290051586926, "total_loss": 0.6587352810893208}
{"data_time": 0.013134523760527372, "eta_seconds": 56918.01894683391, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2754787234042553, "fast_rcnn/fg_cls_accuracy": 0.685827540775067, "iteration": 212979, "loss_box_reg": 0.1848332779482007, "loss_cls": 0.1436538239941001, "loss_mask": 0.2125350870192051, "loss_rpn_cls": 0.02280514972517267, "loss_rpn_loc": 0.07317989715375006, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989511345190502, "mask_rcnn/false_negative": 0.08584678394117418, "mask_rcnn/false_positive": 0.11682859778603316, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9704247559420764, "total_loss": 0.6434814770473167}
{"data_time": 0.012502245139330626, "eta_seconds": 56900.00048233196, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2763170961815383, "fast_rcnn/fg_cls_accuracy": 0.7129822732012513, "iteration": 212999, "loss_box_reg": 0.21713453345000744, "loss_cls": 0.1707338821142912, "loss_mask": 0.22448621317744255, "loss_rpn_cls": 0.030670861713588238, "loss_rpn_loc": 0.07594532519578934, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124207775068554, "mask_rcnn/false_negative": 0.07903925988797536, "mask_rcnn/false_positive": 0.09391022309322417, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9961037780158222, "total_loss": 0.7098198215826415}
{"data_time": 0.0231700181029737, "eta_seconds": 56887.32022980228, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.21253805389559138, "fast_rcnn/fg_cls_accuracy": 0.7723234829235109, "iteration": 213019, "loss_box_reg": 0.1846497831866145, "loss_cls": 0.1418034713715315, "loss_mask": 0.22811820171773434, "loss_rpn_cls": 0.025947743211872876, "loss_rpn_loc": 0.04933572851587087, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979510073260073, "mask_rcnn/false_negative": 0.0765646169884471, "mask_rcnn/false_positive": 0.09678110366196171, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9785739788785577, "total_loss": 0.6419730497291312}
{"data_time": 0.017113149631768465, "eta_seconds": 56860.07065743208, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2658255227108868, "fast_rcnn/fg_cls_accuracy": 0.6969392668804246, "iteration": 213039, "loss_box_reg": 0.1935086501762271, "loss_cls": 0.1539915492758155, "loss_mask": 0.22438222728669643, "loss_rpn_cls": 0.028413833933882415, "loss_rpn_loc": 0.07498518726788461, "lr": 1e-05, "mask_rcnn/accuracy": 0.900390205424275, "mask_rcnn/false_negative": 0.08290379510703991, "mask_rcnn/false_positive": 0.11195310582628046, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9848474538885057, "total_loss": 0.653146592900157}
{"data_time": 0.01776403049007058, "eta_seconds": 56840.10574498214, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.25263130057650607, "fast_rcnn/fg_cls_accuracy": 0.725967725967726, "iteration": 213059, "loss_box_reg": 0.1899675391614437, "loss_cls": 0.15348245110362768, "loss_mask": 0.22591591253876686, "loss_rpn_cls": 0.029582385264802724, "loss_rpn_loc": 0.06555864727124572, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061347287362149, "mask_rcnn/false_negative": 0.08732266410965848, "mask_rcnn/false_positive": 0.09780443975871417, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0003894888795912, "total_loss": 0.6625434686429799}
{"data_time": 0.026628611609339714, "eta_seconds": 56784.878948722035, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24449433144183952, "fast_rcnn/fg_cls_accuracy": 0.7495647468473555, "iteration": 213079, "loss_box_reg": 0.18039407208561897, "loss_cls": 0.14023954514414072, "loss_mask": 0.22011139802634716, "loss_rpn_cls": 0.02418630971806124, "loss_rpn_loc": 0.06004051538184285, "lr": 1e-05, "mask_rcnn/accuracy": 0.8887991619396206, "mask_rcnn/false_negative": 0.09902324736183836, "mask_rcnn/false_positive": 0.11604425778255806, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9940068670548499, "total_loss": 0.6259504677727818}
{"data_time": 0.01352999359369278, "eta_seconds": 56754.85024051741, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.25660166062390954, "fast_rcnn/fg_cls_accuracy": 0.727490340358061, "iteration": 213099, "loss_box_reg": 0.18876487389206886, "loss_cls": 0.1493921559303999, "loss_mask": 0.21469173021614552, "loss_rpn_cls": 0.02251591469394043, "loss_rpn_loc": 0.05705019040033221, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050892284063818, "mask_rcnn/false_negative": 0.0876791636857987, "mask_rcnn/false_positive": 0.10489271705018229, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0009154197759926, "total_loss": 0.6488136288244277}
{"data_time": 0.020242038182914257, "eta_seconds": 56778.2693387568, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.2583834591525036, "fast_rcnn/fg_cls_accuracy": 0.7228580463714289, "iteration": 213119, "loss_box_reg": 0.2053219135850668, "loss_cls": 0.16590947657823563, "loss_mask": 0.23401189036667347, "loss_rpn_cls": 0.03073786129243672, "loss_rpn_loc": 0.07778866961598396, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045206934410672, "mask_rcnn/false_negative": 0.09460587223073005, "mask_rcnn/false_positive": 0.1027703344053543, "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": 1.028473804704845, "total_loss": 0.7194357123808004}
{"data_time": 0.014326727483421564, "eta_seconds": 56777.91161893867, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2959153609213874, "fast_rcnn/fg_cls_accuracy": 0.698602665286583, "iteration": 213139, "loss_box_reg": 0.18566297367215157, "loss_cls": 0.1397767961025238, "loss_mask": 0.22315914928913116, "loss_rpn_cls": 0.024717038497328758, "loss_rpn_loc": 0.05745547986589372, "lr": 1e-05, "mask_rcnn/accuracy": 0.9149022799732847, "mask_rcnn/false_negative": 0.08196923104942758, "mask_rcnn/false_positive": 0.09364251862386776, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0061411298811436, "total_loss": 0.6442845330457203}
{"data_time": 0.02429821901023388, "eta_seconds": 56757.94049279764, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.19554519554519556, "fast_rcnn/fg_cls_accuracy": 0.7671507607192255, "iteration": 213159, "loss_box_reg": 0.18014698009938002, "loss_cls": 0.1449621468782425, "loss_mask": 0.22537170723080635, "loss_rpn_cls": 0.02322891680523753, "loss_rpn_loc": 0.06117337360046804, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109170059450832, "mask_rcnn/false_negative": 0.08089901876476334, "mask_rcnn/false_positive": 0.08817063371197936, "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": 0.9766219458542764, "total_loss": 0.6206508121686056}
{"data_time": 0.01992193842306733, "eta_seconds": 56722.258431036025, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2440180102915952, "fast_rcnn/fg_cls_accuracy": 0.7179090140628602, "iteration": 213179, "loss_box_reg": 0.18229326233267784, "loss_cls": 0.148596853017807, "loss_mask": 0.21345289424061775, "loss_rpn_cls": 0.025285740150138736, "loss_rpn_loc": 0.0630997538100928, "lr": 1e-05, "mask_rcnn/accuracy": 0.9110599948224534, "mask_rcnn/false_negative": 0.07672478526500201, "mask_rcnn/false_positive": 0.09819177278670721, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9789695795625448, "total_loss": 0.6368759538745508}
{"data_time": 0.01568766264244914, "eta_seconds": 56730.14689423144, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2347326649958229, "fast_rcnn/fg_cls_accuracy": 0.7412780133252574, "iteration": 213199, "loss_box_reg": 0.2019109632819891, "loss_cls": 0.15246322564780712, "loss_mask": 0.22052215971052647, "loss_rpn_cls": 0.028316382900811732, "loss_rpn_loc": 0.05377203249372542, "lr": 1e-05, "mask_rcnn/accuracy": 0.8963596149097602, "mask_rcnn/false_negative": 0.09336658560120516, "mask_rcnn/false_positive": 0.1097867460300247, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9973275391384959, "total_loss": 0.6490568104927661}
{"data_time": 0.01557162357494235, "eta_seconds": 56710.17149039544, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.28773176620655094, "fast_rcnn/fg_cls_accuracy": 0.6798776388328627, "iteration": 213219, "loss_box_reg": 0.20522230304777622, "loss_cls": 0.1570101543329656, "loss_mask": 0.21714793518185616, "loss_rpn_cls": 0.026103127369424328, "loss_rpn_loc": 0.07258703280240297, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073066597939047, "mask_rcnn/false_negative": 0.0773849388223914, "mask_rcnn/false_positive": 0.1006471320749483, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9974412000738084, "total_loss": 0.6843066562432796}
{"data_time": 0.023493926506489515, "eta_seconds": 56697.65093168244, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23900263234863994, "fast_rcnn/fg_cls_accuracy": 0.7447581953911069, "iteration": 213239, "loss_box_reg": 0.20414246432483196, "loss_cls": 0.1626578327268362, "loss_mask": 0.23152063228189945, "loss_rpn_cls": 0.031941625726176426, "loss_rpn_loc": 0.06804262148216367, "lr": 1e-05, "mask_rcnn/accuracy": 0.8893296268127022, "mask_rcnn/false_negative": 0.09908708013223935, "mask_rcnn/false_positive": 0.12075295683580883, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9850611500442028, "total_loss": 0.695051183574833}
{"data_time": 0.019795498345047235, "eta_seconds": 56679.91242410615, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.23806111458550483, "fast_rcnn/fg_cls_accuracy": 0.7468839031339032, "iteration": 213259, "loss_box_reg": 0.20319407526403666, "loss_cls": 0.15182172786444426, "loss_mask": 0.2253487166017294, "loss_rpn_cls": 0.024802100379019976, "loss_rpn_loc": 0.0744126655627042, "lr": 1e-05, "mask_rcnn/accuracy": 0.9170591990062575, "mask_rcnn/false_negative": 0.07918561132779108, "mask_rcnn/false_positive": 0.08910649300999046, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9870334221050143, "total_loss": 0.6652664816938341}
{"data_time": 0.017951627727597952, "eta_seconds": 56626.08934774995, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2694337352691877, "fast_rcnn/fg_cls_accuracy": 0.7130865520937791, "iteration": 213279, "loss_box_reg": 0.2026650607585907, "loss_cls": 0.14654650213196874, "loss_mask": 0.219580365344882, "loss_rpn_cls": 0.02705600264016539, "loss_rpn_loc": 0.07886950357351452, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098642376604167, "mask_rcnn/false_negative": 0.08383292467866466, "mask_rcnn/false_positive": 0.10440718674614362, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.960254062898457, "total_loss": 0.6734737138031051}
{"data_time": 0.017624113243073225, "eta_seconds": 56584.714886778966, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.25024944662989, "fast_rcnn/fg_cls_accuracy": 0.7110547865080912, "iteration": 213299, "loss_box_reg": 0.21742450632154942, "loss_cls": 0.165220458060503, "loss_mask": 0.23432103358209133, "loss_rpn_cls": 0.030326521256938577, "loss_rpn_loc": 0.08067461475729942, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001059970854102, "mask_rcnn/false_negative": 0.09690481891534575, "mask_rcnn/false_positive": 0.09996802535457344, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9891846445389092, "total_loss": 0.7274567782878876}
{"data_time": 0.017346353270113468, "eta_seconds": 56628.796310164034, "fast_rcnn/cls_accuracy": 0.962646484375, "fast_rcnn/false_negative": 0.1985808309337721, "fast_rcnn/fg_cls_accuracy": 0.775971976773542, "iteration": 213319, "loss_box_reg": 0.19272472988814116, "loss_cls": 0.13306296337395906, "loss_mask": 0.20521586947143078, "loss_rpn_cls": 0.030239124316722155, "loss_rpn_loc": 0.07419570675119758, "lr": 1e-05, "mask_rcnn/accuracy": 0.9168522617380286, "mask_rcnn/false_negative": 0.08158064421595956, "mask_rcnn/false_positive": 0.09787890346373498, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0091780186630785, "total_loss": 0.6436793636530638}
{"data_time": 0.01586988288909197, "eta_seconds": 56695.97279106267, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.23863320355951056, "fast_rcnn/fg_cls_accuracy": 0.7397890347111493, "iteration": 213339, "loss_box_reg": 0.2076178900897503, "loss_cls": 0.15430064778774977, "loss_mask": 0.2248452715575695, "loss_rpn_cls": 0.0240070212748833, "loss_rpn_loc": 0.07398102665320039, "lr": 1e-05, "mask_rcnn/accuracy": 0.9156253475402818, "mask_rcnn/false_negative": 0.07894118595180283, "mask_rcnn/false_positive": 0.09170876649975937, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0347271817736328, "total_loss": 0.684356810641475}
{"data_time": 0.028917867224663496, "eta_seconds": 56707.130423784256, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28009022096490555, "fast_rcnn/fg_cls_accuracy": 0.7087621377781176, "iteration": 213359, "loss_box_reg": 0.21235059946775436, "loss_cls": 0.15250987000763416, "loss_mask": 0.2409884538501501, "loss_rpn_cls": 0.023640030849492177, "loss_rpn_loc": 0.06333214358892292, "lr": 1e-05, "mask_rcnn/accuracy": 0.8891835909165089, "mask_rcnn/false_negative": 0.10127227712151995, "mask_rcnn/false_positive": 0.12631205999330766, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0215622670948505, "total_loss": 0.7337427504826337}
{"data_time": 0.01884816074743867, "eta_seconds": 56681.5936428681, "fast_rcnn/cls_accuracy": 0.961669921875, "fast_rcnn/false_negative": 0.21244920835084768, "fast_rcnn/fg_cls_accuracy": 0.7545012287476804, "iteration": 213379, "loss_box_reg": 0.18379909452050924, "loss_cls": 0.14373521273955703, "loss_mask": 0.22011049650609493, "loss_rpn_cls": 0.026450150180608034, "loss_rpn_loc": 0.06815243465825915, "lr": 1e-05, "mask_rcnn/accuracy": 0.904435595735843, "mask_rcnn/false_negative": 0.08615004727688345, "mask_rcnn/false_positive": 0.09872011457172417, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9912496414035559, "total_loss": 0.6421220350312069}
{"data_time": 0.011967673897743225, "eta_seconds": 56620.217146817595, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.27186212410060884, "fast_rcnn/fg_cls_accuracy": 0.7055919962896707, "iteration": 213399, "loss_box_reg": 0.2105515319854021, "loss_cls": 0.15578817878849804, "loss_mask": 0.230411808937788, "loss_rpn_cls": 0.026301417674403638, "loss_rpn_loc": 0.06835294305346906, "lr": 1e-05, "mask_rcnn/accuracy": 0.8894250901439158, "mask_rcnn/false_negative": 0.0877656076241966, "mask_rcnn/false_positive": 0.12744887096154722, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9798333626240492, "total_loss": 0.6776028528111055}
{"data_time": 0.016461167950183153, "eta_seconds": 56626.17005310953, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2667613285590814, "fast_rcnn/fg_cls_accuracy": 0.714973280350781, "iteration": 213419, "loss_box_reg": 0.21187261305749416, "loss_cls": 0.1618702057749033, "loss_mask": 0.23573375679552555, "loss_rpn_cls": 0.02640282711945474, "loss_rpn_loc": 0.07870332396123558, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975617674624501, "mask_rcnn/false_negative": 0.0911754947629837, "mask_rcnn/false_positive": 0.10150682421312865, "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": 1.0701550673693419, "total_loss": 0.7273268381832168}
{"data_time": 0.019325314089655876, "eta_seconds": 56561.164315231144, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23014327444707192, "fast_rcnn/fg_cls_accuracy": 0.7332159784665198, "iteration": 213439, "loss_box_reg": 0.19430111907422543, "loss_cls": 0.1496853781864047, "loss_mask": 0.22394864074885845, "loss_rpn_cls": 0.030102097429335117, "loss_rpn_loc": 0.061298717046156526, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993456047315495, "mask_rcnn/false_negative": 0.0863079342706222, "mask_rcnn/false_positive": 0.11247617450919475, "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": 0.9954199227504432, "total_loss": 0.6808616914786398}
{"data_time": 0.015628868713974953, "eta_seconds": 56509.04211990535, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2539591342136052, "fast_rcnn/fg_cls_accuracy": 0.7218883372528525, "iteration": 213459, "loss_box_reg": 0.189021248370409, "loss_cls": 0.14105085749179125, "loss_mask": 0.2170560546219349, "loss_rpn_cls": 0.021563048183452338, "loss_rpn_loc": 0.0678560656378977, "lr": 1e-05, "mask_rcnn/accuracy": 0.9141910006483018, "mask_rcnn/false_negative": 0.0819940660098849, "mask_rcnn/false_positive": 0.10328807125204922, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9954564981162548, "total_loss": 0.6336762579157948}
{"data_time": 0.016821548342704773, "eta_seconds": 56450.49124052748, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22665940475772162, "fast_rcnn/fg_cls_accuracy": 0.7535401806107032, "iteration": 213479, "loss_box_reg": 0.19459531921893358, "loss_cls": 0.14886577893048525, "loss_mask": 0.2103442819789052, "loss_rpn_cls": 0.025203231838531792, "loss_rpn_loc": 0.06150427577085793, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057928672269289, "mask_rcnn/false_negative": 0.08600133292736015, "mask_rcnn/false_positive": 0.12214183845844703, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9878912521526217, "total_loss": 0.6295762229710817}
{"data_time": 0.015466779004782438, "eta_seconds": 56460.1317178458, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.26451159465037294, "fast_rcnn/fg_cls_accuracy": 0.7231849140527267, "iteration": 213499, "loss_box_reg": 0.21344530954957008, "loss_cls": 0.16210506204515696, "loss_mask": 0.2261879537254572, "loss_rpn_cls": 0.0274247006746009, "loss_rpn_loc": 0.07268803380429745, "lr": 1e-05, "mask_rcnn/accuracy": 0.8974924137605735, "mask_rcnn/false_negative": 0.0926967915562249, "mask_rcnn/false_positive": 0.10876950427024942, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0247336737811565, "total_loss": 0.7241786523372866}
{"data_time": 0.01669905288144946, "eta_seconds": 56460.3675340116, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.221843853820598, "fast_rcnn/fg_cls_accuracy": 0.7681849551414769, "iteration": 213519, "loss_box_reg": 0.20187084563076496, "loss_cls": 0.16199253406375647, "loss_mask": 0.22093196585774422, "loss_rpn_cls": 0.025242547679226846, "loss_rpn_loc": 0.06303561152890325, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091439503172811, "mask_rcnn/false_negative": 0.07547365543287063, "mask_rcnn/false_positive": 0.09027851280399105, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9952990100719035, "total_loss": 0.6729324180050753}
{"data_time": 0.020759626757353544, "eta_seconds": 56445.887153567746, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24543979227523532, "fast_rcnn/fg_cls_accuracy": 0.7484439834024896, "iteration": 213539, "loss_box_reg": 0.19899385049939156, "loss_cls": 0.14795243553817272, "loss_mask": 0.21944835782051086, "loss_rpn_cls": 0.026591293630190194, "loss_rpn_loc": 0.06646480760537088, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064038511428039, "mask_rcnn/false_negative": 0.0804717680849817, "mask_rcnn/false_positive": 0.10960495032528594, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0000912207178771, "total_loss": 0.6877755220484687}
{"data_time": 0.016111458651721478, "eta_seconds": 56389.01312183589, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.278888834089564, "fast_rcnn/fg_cls_accuracy": 0.7149374842131851, "iteration": 213559, "loss_box_reg": 0.20425786450505257, "loss_cls": 0.15430928394198418, "loss_mask": 0.21435929276049137, "loss_rpn_cls": 0.026319588272599503, "loss_rpn_loc": 0.06195408117491752, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010861592111592, "mask_rcnn/false_negative": 0.08396345681754826, "mask_rcnn/false_positive": 0.11231244313402068, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0201221271418035, "total_loss": 0.6848156410269439}
{"data_time": 0.02006675861775875, "eta_seconds": 56410.855266423896, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.25930923576003473, "fast_rcnn/fg_cls_accuracy": 0.7275067237220307, "iteration": 213579, "loss_box_reg": 0.19026611559092999, "loss_cls": 0.14359156880527735, "loss_mask": 0.22791375778615475, "loss_rpn_cls": 0.022730126045644283, "loss_rpn_loc": 0.06264612847007811, "lr": 1e-05, "mask_rcnn/accuracy": 0.902035966265877, "mask_rcnn/false_negative": 0.08597929721160533, "mask_rcnn/false_positive": 0.12100826424334578, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0168768307194114, "total_loss": 0.6523760337149724}
{"data_time": 0.018459040205925703, "eta_seconds": 56401.16102155298, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.27538241443820843, "fast_rcnn/fg_cls_accuracy": 0.7069389373513085, "iteration": 213599, "loss_box_reg": 0.18313835095614195, "loss_cls": 0.14737551659345627, "loss_mask": 0.22344295121729374, "loss_rpn_cls": 0.03032971016364172, "loss_rpn_loc": 0.06034551013726741, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037932277774332, "mask_rcnn/false_negative": 0.08192080411247951, "mask_rcnn/false_positive": 0.10024621931491784, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9934041500091553, "total_loss": 0.6709449062473141}
{"data_time": 0.024349385406821966, "eta_seconds": 56412.716480148956, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2787360540223136, "fast_rcnn/fg_cls_accuracy": 0.7068617889228577, "iteration": 213619, "loss_box_reg": 0.21093326807022095, "loss_cls": 0.1549190878868103, "loss_mask": 0.2193177929148078, "loss_rpn_cls": 0.02766452741343528, "loss_rpn_loc": 0.07811276370193809, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987489422776709, "mask_rcnn/false_negative": 0.08715453495338386, "mask_rcnn/false_positive": 0.11605982842068263, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.029329705517739, "total_loss": 0.7061764710815623}
{"data_time": 0.01209142291918397, "eta_seconds": 56375.2657372877, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2526686713023868, "fast_rcnn/fg_cls_accuracy": 0.7127861935394619, "iteration": 213639, "loss_box_reg": 0.20108984876424074, "loss_cls": 0.14877321012318134, "loss_mask": 0.2155524268746376, "loss_rpn_cls": 0.026214188779704273, "loss_rpn_loc": 0.06778812542324886, "lr": 1e-05, "mask_rcnn/accuracy": 0.8925441329522468, "mask_rcnn/false_negative": 0.08769000649761854, "mask_rcnn/false_positive": 0.12823656732991912, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9781559091061354, "total_loss": 0.6557993939422886}
{"data_time": 0.014557723421603441, "eta_seconds": 56372.69326874055, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2123432436240665, "fast_rcnn/fg_cls_accuracy": 0.7755995628802647, "iteration": 213659, "loss_box_reg": 0.1877375692129135, "loss_cls": 0.1457439698278904, "loss_mask": 0.21894582360982895, "loss_rpn_cls": 0.025968675734475255, "loss_rpn_loc": 0.05806633597239852, "lr": 1e-05, "mask_rcnn/accuracy": 0.906492476661904, "mask_rcnn/false_negative": 0.08016530810538668, "mask_rcnn/false_positive": 0.09923772558851487, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0070518623106182, "total_loss": 0.6320830933982506}
{"data_time": 0.019874682184308767, "eta_seconds": 56372.59394407272, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.24434316074591106, "fast_rcnn/fg_cls_accuracy": 0.7131131153367691, "iteration": 213679, "loss_box_reg": 0.2133195111528039, "loss_cls": 0.17184429336339235, "loss_mask": 0.23066751658916473, "loss_rpn_cls": 0.02759434061590582, "loss_rpn_loc": 0.06963721453212202, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998340974903475, "mask_rcnn/false_negative": 0.08096308954033882, "mask_rcnn/false_positive": 0.11537648058783488, "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": 1.0257363324053586, "total_loss": 0.7055141032906249}
{"data_time": 0.015556963626295328, "eta_seconds": 56394.48763965629, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2951509808243333, "fast_rcnn/fg_cls_accuracy": 0.7035571365051134, "iteration": 213699, "loss_box_reg": 0.20661390013992786, "loss_cls": 0.15278892777860165, "loss_mask": 0.2244757041335106, "loss_rpn_cls": 0.025130995840299875, "loss_rpn_loc": 0.06169709633104503, "lr": 1e-05, "mask_rcnn/accuracy": 0.896855697407168, "mask_rcnn/false_negative": 0.09171494792724724, "mask_rcnn/false_positive": 0.11693509875816621, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0206135329790413, "total_loss": 0.6684654480195604}
{"data_time": 0.015929064713418484, "eta_seconds": 56374.45407388732, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2562021877457639, "fast_rcnn/fg_cls_accuracy": 0.7294302538394206, "iteration": 213719, "loss_box_reg": 0.21123412624001503, "loss_cls": 0.15994965471327305, "loss_mask": 0.21553855948150158, "loss_rpn_cls": 0.0282780509442091, "loss_rpn_loc": 0.06703657936304808, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114784587629321, "mask_rcnn/false_negative": 0.07780369260651392, "mask_rcnn/false_positive": 0.08956483242487961, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0027017598040402, "total_loss": 0.7024142608861439}
{"data_time": 0.0170543291606009, "eta_seconds": 56354.420508118346, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23449772633319554, "fast_rcnn/fg_cls_accuracy": 0.7233676021116977, "iteration": 213739, "loss_box_reg": 0.19760157726705074, "loss_cls": 0.13832746725529432, "loss_mask": 0.222417825832963, "loss_rpn_cls": 0.025183120975270867, "loss_rpn_loc": 0.06705286330543458, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094087728104885, "mask_rcnn/false_negative": 0.08184511123201349, "mask_rcnn/false_positive": 0.10102026653349118, "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": 0.9941821680404246, "total_loss": 0.6825034108478576}
{"data_time": 0.015076473355293274, "eta_seconds": 56353.62583041191, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2686684346430316, "fast_rcnn/fg_cls_accuracy": 0.6982423756019261, "iteration": 213759, "loss_box_reg": 0.22048507258296013, "loss_cls": 0.1644389759749174, "loss_mask": 0.23297300562262535, "loss_rpn_cls": 0.02863879664801061, "loss_rpn_loc": 0.08514008671045303, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032286969589287, "mask_rcnn/false_negative": 0.09196368031518778, "mask_rcnn/false_positive": 0.10853862096237413, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9883733913302422, "total_loss": 0.7349185335915536}
{"data_time": 0.025476299691945314, "eta_seconds": 56371.056763669476, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2814625986457716, "fast_rcnn/fg_cls_accuracy": 0.7143114405083959, "iteration": 213779, "loss_box_reg": 0.20452826283872128, "loss_cls": 0.1604131357744336, "loss_mask": 0.20479272678494453, "loss_rpn_cls": 0.025514934677630663, "loss_rpn_loc": 0.060677032452076674, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975996430548964, "mask_rcnn/false_negative": 0.08680638765407489, "mask_rcnn/false_positive": 0.10924613684984197, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0411180215887725, "total_loss": 0.6569214022601955}
{"data_time": 0.017727745231240988, "eta_seconds": 56363.45039354637, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2829751369574378, "fast_rcnn/fg_cls_accuracy": 0.6836734693877551, "iteration": 213799, "loss_box_reg": 0.22182124853134155, "loss_cls": 0.17388649564236403, "loss_mask": 0.227211344987154, "loss_rpn_cls": 0.03085718204965815, "loss_rpn_loc": 0.07383462239522487, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068148474041396, "mask_rcnn/false_negative": 0.08780981820304797, "mask_rcnn/false_positive": 0.09836316801894215, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0229979185387492, "total_loss": 0.7413077058154158}
{"data_time": 0.0164716518484056, "eta_seconds": 56301.97693041526, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23443425377117333, "fast_rcnn/fg_cls_accuracy": 0.7520848381377635, "iteration": 213819, "loss_box_reg": 0.2147717047482729, "loss_cls": 0.14645048324018717, "loss_mask": 0.2189993802458048, "loss_rpn_cls": 0.02694902999792248, "loss_rpn_loc": 0.07859792048111558, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041504500254807, "mask_rcnn/false_negative": 0.08451953434765735, "mask_rcnn/false_positive": 0.10947886630116235, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 0.9810253232717514, "total_loss": 0.6601638913853094}
{"data_time": 0.013421954587101936, "eta_seconds": 56276.61564387381, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27281928597718075, "fast_rcnn/fg_cls_accuracy": 0.7026614162536493, "iteration": 213839, "loss_box_reg": 0.2103681694716215, "loss_cls": 0.16307283751666546, "loss_mask": 0.23114370927214622, "loss_rpn_cls": 0.030315977986902, "loss_rpn_loc": 0.06320969283115119, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994769075721456, "mask_rcnn/false_negative": 0.09220385879356555, "mask_rcnn/false_positive": 0.11616523569083106, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9672475084662437, "total_loss": 0.6806397613836452}
{"data_time": 0.015271177049726248, "eta_seconds": 56167.730521671474, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2512135922330097, "fast_rcnn/fg_cls_accuracy": 0.7266089599577111, "iteration": 213859, "loss_box_reg": 0.2029350083321333, "loss_cls": 0.15024231933057308, "loss_mask": 0.2293118592351675, "loss_rpn_cls": 0.026678906520828605, "loss_rpn_loc": 0.06747091095894575, "lr": 1e-05, "mask_rcnn/accuracy": 0.898215153408302, "mask_rcnn/false_negative": 0.08817718434226217, "mask_rcnn/false_positive": 0.118753677304278, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9817306725308299, "total_loss": 0.6877635610289872}
{"data_time": 0.018007009755820036, "eta_seconds": 56162.24244017154, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2548680550334561, "fast_rcnn/fg_cls_accuracy": 0.7270149220139092, "iteration": 213879, "loss_box_reg": 0.19288468966260552, "loss_cls": 0.13753593154251575, "loss_mask": 0.22421087883412838, "loss_rpn_cls": 0.02301393385278061, "loss_rpn_loc": 0.0695016928948462, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972646290036672, "mask_rcnn/false_negative": 0.09840230575849807, "mask_rcnn/false_positive": 0.10950885519776024, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0414183060638607, "total_loss": 0.6552340434427606}
{"data_time": 0.02247880958020687, "eta_seconds": 56152.38849897869, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28809013857616195, "fast_rcnn/fg_cls_accuracy": 0.6960930695533158, "iteration": 213899, "loss_box_reg": 0.19163269829005003, "loss_cls": 0.15776642691344023, "loss_mask": 0.2268820907920599, "loss_rpn_cls": 0.028414917353074998, "loss_rpn_loc": 0.06531016563531011, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108825921185943, "mask_rcnn/false_negative": 0.08367964337045133, "mask_rcnn/false_positive": 0.09685116313273168, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0051056505180895, "total_loss": 0.6727189783123322}
{"data_time": 0.016302499920129776, "eta_seconds": 56116.38678293675, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2735091023226617, "fast_rcnn/fg_cls_accuracy": 0.714710829344029, "iteration": 213919, "loss_box_reg": 0.1980602452531457, "loss_cls": 0.1532749580219388, "loss_mask": 0.22586862929165363, "loss_rpn_cls": 0.02671757247298956, "loss_rpn_loc": 0.06855680048465729, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972759210717927, "mask_rcnn/false_negative": 0.09089909477742689, "mask_rcnn/false_positive": 0.09818898122241493, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.0095430971123278, "total_loss": 0.6686844610376284}
{"data_time": 0.020767755340784788, "eta_seconds": 56112.35114532523, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2159081796311147, "fast_rcnn/fg_cls_accuracy": 0.7408517090816085, "iteration": 213939, "loss_box_reg": 0.186519680544734, "loss_cls": 0.14393716119229794, "loss_mask": 0.21486389823257923, "loss_rpn_cls": 0.026645910053048283, "loss_rpn_loc": 0.06736840307712555, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125724727354414, "mask_rcnn/false_negative": 0.0817986943307068, "mask_rcnn/false_positive": 0.0958526782176404, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0181359224952757, "total_loss": 0.6406687959679402}
{"data_time": 0.013220053631812334, "eta_seconds": 56072.5191831775, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2732365187994723, "fast_rcnn/fg_cls_accuracy": 0.7123480923675443, "iteration": 213959, "loss_box_reg": 0.21690942719578743, "loss_cls": 0.15927534084767103, "loss_mask": 0.22634121775627136, "loss_rpn_cls": 0.0279088044189848, "loss_rpn_loc": 0.06542090931907296, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966554947576229, "mask_rcnn/false_negative": 0.09262422647521956, "mask_rcnn/false_positive": 0.09869691621197288, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.010672127828002, "total_loss": 0.7254439985845238}
{"data_time": 0.01454620249569416, "eta_seconds": 56056.3478527125, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2319512195121951, "fast_rcnn/fg_cls_accuracy": 0.7575130662020906, "iteration": 213979, "loss_box_reg": 0.20407771784812212, "loss_cls": 0.1529048439115286, "loss_mask": 0.21717434749007225, "loss_rpn_cls": 0.02395938969857525, "loss_rpn_loc": 0.05276698246598244, "lr": 1e-05, "mask_rcnn/accuracy": 0.9144412945748661, "mask_rcnn/false_negative": 0.08109219277042681, "mask_rcnn/false_positive": 0.09295661611674008, "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": 0.9992172629572451, "total_loss": 0.6425139003840741}
{"data_time": 0.01626450289040804, "eta_seconds": 56011.49858906865, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2424714896650036, "fast_rcnn/fg_cls_accuracy": 0.7264924085576259, "iteration": 213999, "loss_box_reg": 0.19359070900827646, "loss_cls": 0.149696983397007, "loss_mask": 0.21996989846229553, "loss_rpn_cls": 0.02108516590669751, "loss_rpn_loc": 0.0625097987940535, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999966611644659, "mask_rcnn/false_negative": 0.08216627269492643, "mask_rcnn/false_positive": 0.11700428391691704, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9830935578793287, "total_loss": 0.6600212369230576}
{"data_time": 0.017713764682412148, "eta_seconds": 56023.28828855418, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24642857142857144, "fast_rcnn/fg_cls_accuracy": 0.7422930766982214, "iteration": 214019, "loss_box_reg": 0.20194266363978386, "loss_cls": 0.15460774768143892, "loss_mask": 0.22546346299350262, "loss_rpn_cls": 0.026941132615320385, "loss_rpn_loc": 0.06860994547605515, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113463126351533, "mask_rcnn/false_negative": 0.08629012288954782, "mask_rcnn/false_positive": 0.10342773746215617, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0263234609737992, "total_loss": 0.6543705225922167}
{"data_time": 0.016623374540358782, "eta_seconds": 56003.27282292768, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2389029803424223, "fast_rcnn/fg_cls_accuracy": 0.7462112728630086, "iteration": 214039, "loss_box_reg": 0.20241709519177675, "loss_cls": 0.15392251498997211, "loss_mask": 0.2299809716641903, "loss_rpn_cls": 0.02570251957513392, "loss_rpn_loc": 0.07132765906862915, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026705572230957, "mask_rcnn/false_negative": 0.08592036146631284, "mask_rcnn/false_positive": 0.10808979789284731, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9832827453501523, "total_loss": 0.7050259554525837}
{"data_time": 0.014248995576053858, "eta_seconds": 55972.461154656485, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2634754898637196, "fast_rcnn/fg_cls_accuracy": 0.7317731948710449, "iteration": 214059, "loss_box_reg": 0.19382154755294323, "loss_cls": 0.15064385998994112, "loss_mask": 0.212908037006855, "loss_rpn_cls": 0.025130982394330204, "loss_rpn_loc": 0.061694673262536526, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042574713973899, "mask_rcnn/false_negative": 0.09451735466703737, "mask_rcnn/false_positive": 0.10016326400483286, "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": 0.9823214467614889, "total_loss": 0.6416103824740276}
{"data_time": 0.0138686946593225, "eta_seconds": 55947.62185201049, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2741820000784652, "fast_rcnn/fg_cls_accuracy": 0.717867091126144, "iteration": 214079, "loss_box_reg": 0.2158480379730463, "loss_cls": 0.17176111694425344, "loss_mask": 0.22854446060955524, "loss_rpn_cls": 0.030966803256887943, "loss_rpn_loc": 0.0733391409739852, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088775112068816, "mask_rcnn/false_negative": 0.07795238019213158, "mask_rcnn/false_positive": 0.10047912517243171, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9903060523793101, "total_loss": 0.7314957271446474}
{"data_time": 0.014888954348862171, "eta_seconds": 55936.26999226399, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.2792207792207792, "fast_rcnn/fg_cls_accuracy": 0.6849339690468081, "iteration": 214099, "loss_box_reg": 0.22125461604446173, "loss_cls": 0.17019264306873083, "loss_mask": 0.2310054898262024, "loss_rpn_cls": 0.029023530427366495, "loss_rpn_loc": 0.07327797380276024, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034884204560194, "mask_rcnn/false_negative": 0.08274001742856998, "mask_rcnn/false_positive": 0.10871874586059793, "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": 1.033195247873664, "total_loss": 0.7340971726807766}
{"data_time": 0.01335277734324336, "eta_seconds": 55870.94279134646, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21577538924274592, "fast_rcnn/fg_cls_accuracy": 0.772361111111111, "iteration": 214119, "loss_box_reg": 0.2134682573378086, "loss_cls": 0.15993465203791857, "loss_mask": 0.21666372008621693, "loss_rpn_cls": 0.02462657482828945, "loss_rpn_loc": 0.06372628198005259, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063335801187945, "mask_rcnn/false_negative": 0.08581329969729845, "mask_rcnn/false_positive": 0.10557734428586071, "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": 0.9819649467244744, "total_loss": 0.6786746726138517}
{"data_time": 0.015680200420320034, "eta_seconds": 55846.0371306818, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23382990249187433, "fast_rcnn/fg_cls_accuracy": 0.7250502765208648, "iteration": 214139, "loss_box_reg": 0.19238048885017633, "loss_cls": 0.14620441757142544, "loss_mask": 0.21604928374290466, "loss_rpn_cls": 0.020931123930495232, "loss_rpn_loc": 0.05501122714485973, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020014502048475, "mask_rcnn/false_negative": 0.09399920777820939, "mask_rcnn/false_positive": 0.09341443772929398, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0188294085673988, "total_loss": 0.6303905791137367}
{"data_time": 0.015308639034628868, "eta_seconds": 55819.212982431054, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2670723594098541, "fast_rcnn/fg_cls_accuracy": 0.7194942467219695, "iteration": 214159, "loss_box_reg": 0.20334726572036743, "loss_cls": 0.15192906372249126, "loss_mask": 0.21093799360096455, "loss_rpn_cls": 0.025468809908488765, "loss_rpn_loc": 0.05809083685744554, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079291750082823, "mask_rcnn/false_negative": 0.08636637986798092, "mask_rcnn/false_positive": 0.10603014436877811, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9708265494555235, "total_loss": 0.6465740471612662}
{"data_time": 0.015689111780375242, "eta_seconds": 55810.95251633786, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2722864558754129, "fast_rcnn/fg_cls_accuracy": 0.6888153053715967, "iteration": 214179, "loss_box_reg": 0.19657239317893982, "loss_cls": 0.1471204673871398, "loss_mask": 0.22396054677665234, "loss_rpn_cls": 0.022466006339527667, "loss_rpn_loc": 0.05417506420053542, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046894616830268, "mask_rcnn/false_negative": 0.09198122864302456, "mask_rcnn/false_positive": 0.11128384011370651, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9903839575126767, "total_loss": 0.6572703511919826}
{"data_time": 0.017228862270712852, "eta_seconds": 55779.227872844785, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27057026824107566, "fast_rcnn/fg_cls_accuracy": 0.7026557170767244, "iteration": 214199, "loss_box_reg": 0.19957510801032186, "loss_cls": 0.16010133735835552, "loss_mask": 0.2232507048174739, "loss_rpn_cls": 0.025429952278500423, "loss_rpn_loc": 0.06859932211227715, "lr": 1e-05, "mask_rcnn/accuracy": 0.8918094694198595, "mask_rcnn/false_negative": 0.09308535039373639, "mask_rcnn/false_positive": 0.12135540333331257, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.987345261964947, "total_loss": 0.6810712059377693}
{"data_time": 0.01530038332566619, "eta_seconds": 55759.23531805165, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.22177795548447288, "fast_rcnn/fg_cls_accuracy": 0.7357790217246435, "iteration": 214219, "loss_box_reg": 0.20309612527489662, "loss_cls": 0.13864748738706112, "loss_mask": 0.2213224694132805, "loss_rpn_cls": 0.021605252288281918, "loss_rpn_loc": 0.07201323821209371, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087588823408151, "mask_rcnn/false_negative": 0.08863810784622589, "mask_rcnn/false_positive": 0.09347626735609806, "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": 1.0024464661255479, "total_loss": 0.6570516267092898}
{"data_time": 0.020268636289983988, "eta_seconds": 55746.06212686747, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2335725860503788, "fast_rcnn/fg_cls_accuracy": 0.7494889972380925, "iteration": 214239, "loss_box_reg": 0.1983021590858698, "loss_cls": 0.14990959037095308, "loss_mask": 0.22655989602208138, "loss_rpn_cls": 0.024330419953912497, "loss_rpn_loc": 0.08040655765216798, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978546899529043, "mask_rcnn/false_negative": 0.09053263797698577, "mask_rcnn/false_positive": 0.10758991149765755, "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": 0.9988459814339876, "total_loss": 0.6739097163663246}
{"data_time": 0.015774152241647243, "eta_seconds": 55681.368237342685, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23097506469066104, "fast_rcnn/fg_cls_accuracy": 0.7601642750725319, "iteration": 214259, "loss_box_reg": 0.19561453722417355, "loss_cls": 0.14398655481636524, "loss_mask": 0.21832380630075932, "loss_rpn_cls": 0.026988715631887317, "loss_rpn_loc": 0.06579581357073039, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078460217626176, "mask_rcnn/false_negative": 0.0796188769268073, "mask_rcnn/false_positive": 0.10576556781295024, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9825801989063621, "total_loss": 0.639246987644583}
{"data_time": 0.016340872272849083, "eta_seconds": 55680.68327942863, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24724267298524727, "fast_rcnn/fg_cls_accuracy": 0.7228487045240972, "iteration": 214279, "loss_box_reg": 0.1917353980243206, "loss_cls": 0.16393565107136965, "loss_mask": 0.22156897746026516, "loss_rpn_cls": 0.025494953733868897, "loss_rpn_loc": 0.06042639911174774, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020475895101374, "mask_rcnn/false_negative": 0.0799436718992427, "mask_rcnn/false_positive": 0.10809550478504411, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9894077917560935, "total_loss": 0.6521173199580517}
{"data_time": 0.015619336627423763, "eta_seconds": 55679.265098879114, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2539855072463768, "fast_rcnn/fg_cls_accuracy": 0.7397644927536232, "iteration": 214299, "loss_box_reg": 0.19583462458103895, "loss_cls": 0.15352538973093033, "loss_mask": 0.22055489011108875, "loss_rpn_cls": 0.024615592788904905, "loss_rpn_loc": 0.053403225960209966, "lr": 1e-05, "mask_rcnn/accuracy": 0.898135601856722, "mask_rcnn/false_negative": 0.08089430329827835, "mask_rcnn/false_positive": 0.11582341141617397, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9970299126580358, "total_loss": 0.6363036602997454}
{"data_time": 0.01456349017098546, "eta_seconds": 55609.358874857426, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.26332525892919445, "fast_rcnn/fg_cls_accuracy": 0.7147826872684557, "iteration": 214319, "loss_box_reg": 0.19857011921703815, "loss_cls": 0.15391424763947725, "loss_mask": 0.22286222875118256, "loss_rpn_cls": 0.030627413420006633, "loss_rpn_loc": 0.07245550316292793, "lr": 1e-05, "mask_rcnn/accuracy": 0.8938414473650463, "mask_rcnn/false_negative": 0.08349259949823712, "mask_rcnn/false_positive": 0.1165184804937629, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9501767735928297, "total_loss": 0.664595716050826}
{"data_time": 0.016884297598153353, "eta_seconds": 55524.073564568534, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23660616663022085, "fast_rcnn/fg_cls_accuracy": 0.733891560426452, "iteration": 214339, "loss_box_reg": 0.20336091984063387, "loss_cls": 0.1565600666217506, "loss_mask": 0.22727154195308685, "loss_rpn_cls": 0.02523301960900426, "loss_rpn_loc": 0.0706167861353606, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990540815890993, "mask_rcnn/false_negative": 0.08056270499001499, "mask_rcnn/false_positive": 0.10407701368355722, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9958071415312588, "total_loss": 0.7028267548885196}
{"data_time": 0.013606763444840908, "eta_seconds": 55469.96783986688, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2815710560625815, "fast_rcnn/fg_cls_accuracy": 0.6907533846872083, "iteration": 214359, "loss_box_reg": 0.19907191954553127, "loss_cls": 0.14931576419621706, "loss_mask": 0.22346651181578636, "loss_rpn_cls": 0.024589744163677096, "loss_rpn_loc": 0.06193072278983891, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020806464077241, "mask_rcnn/false_negative": 0.08380569229413912, "mask_rcnn/false_positive": 0.11253843997714405, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9940323075279593, "total_loss": 0.633493741566781}
{"data_time": 0.012658272869884968, "eta_seconds": 55518.70667469688, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27581849674872927, "fast_rcnn/fg_cls_accuracy": 0.7129536007190204, "iteration": 214379, "loss_box_reg": 0.22057247534394264, "loss_cls": 0.1579188136383891, "loss_mask": 0.23236690275371075, "loss_rpn_cls": 0.02975228487048298, "loss_rpn_loc": 0.07495274173561484, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071703105035142, "mask_rcnn/false_negative": 0.0801129187590357, "mask_rcnn/false_positive": 0.09407713990796376, "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": 1.035960950423032, "total_loss": 0.7392023043939844}
{"data_time": 0.01950703002512455, "eta_seconds": 55529.46037072688, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.220319976076555, "fast_rcnn/fg_cls_accuracy": 0.7571022727272727, "iteration": 214399, "loss_box_reg": 0.19937158934772015, "loss_cls": 0.15867253672331572, "loss_mask": 0.2064505647867918, "loss_rpn_cls": 0.028280654281843454, "loss_rpn_loc": 0.05989108281210065, "lr": 1e-05, "mask_rcnn/accuracy": 0.9142306166817672, "mask_rcnn/false_negative": 0.08236783424746197, "mask_rcnn/false_positive": 0.09756831366476182, "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": 1.0173345785588026, "total_loss": 0.6636188222037163}
{"data_time": 0.014955553691834211, "eta_seconds": 55427.769271265715, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.734503718014143, "iteration": 214419, "loss_box_reg": 0.19881395529955626, "loss_cls": 0.15647524408996105, "loss_mask": 0.21659694239497185, "loss_rpn_cls": 0.024346153950318694, "loss_rpn_loc": 0.05711966590024531, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044408165130453, "mask_rcnn/false_negative": 0.0868183463451623, "mask_rcnn/false_positive": 0.10747858573081175, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9784126067534089, "total_loss": 0.649111247737892}
{"data_time": 0.021059976425021887, "eta_seconds": 55390.21231457591, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2529484453651711, "fast_rcnn/fg_cls_accuracy": 0.7246958682590312, "iteration": 214439, "loss_box_reg": 0.188859305344522, "loss_cls": 0.15210933331400156, "loss_mask": 0.22415862046182156, "loss_rpn_cls": 0.022979091096203774, "loss_rpn_loc": 0.07253184879664332, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979681885212556, "mask_rcnn/false_negative": 0.09041494496658532, "mask_rcnn/false_positive": 0.11150115979084757, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9890813557431102, "total_loss": 0.6622422413784079}
{"data_time": 0.014684964902698994, "eta_seconds": 55347.976468615234, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2536122104048149, "fast_rcnn/fg_cls_accuracy": 0.7270878219763964, "iteration": 214459, "loss_box_reg": 0.20726563036441803, "loss_cls": 0.15275466535240412, "loss_mask": 0.22968155704438686, "loss_rpn_cls": 0.028736552922055125, "loss_rpn_loc": 0.08023463981226087, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001009486899155, "mask_rcnn/false_negative": 0.09163618648737927, "mask_rcnn/false_positive": 0.11791568047263229, "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": 0.9810040132142603, "total_loss": 0.6971237846591976}
{"data_time": 0.01575004355981946, "eta_seconds": 55350.33455193043, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26279616762332225, "fast_rcnn/fg_cls_accuracy": 0.725940538255601, "iteration": 214479, "loss_box_reg": 0.17316877469420433, "loss_cls": 0.1300983652472496, "loss_mask": 0.22267187386751175, "loss_rpn_cls": 0.025299318425823003, "loss_rpn_loc": 0.06072134128771722, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016268251806216, "mask_rcnn/false_negative": 0.08803351355613814, "mask_rcnn/false_positive": 0.11217691346535905, "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": 1.014340509660542, "total_loss": 0.6516594457207248}
{"data_time": 0.016915928106755018, "eta_seconds": 55327.27278652601, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24704742293016776, "fast_rcnn/fg_cls_accuracy": 0.7432630098452884, "iteration": 214499, "loss_box_reg": 0.19009811710566282, "loss_cls": 0.15767064690589905, "loss_mask": 0.2110051866620779, "loss_rpn_cls": 0.027176287112524733, "loss_rpn_loc": 0.0661276369355619, "lr": 1e-05, "mask_rcnn/accuracy": 0.906558192495014, "mask_rcnn/false_negative": 0.07597109373653947, "mask_rcnn/false_positive": 0.0975701862896537, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0087557677179575, "total_loss": 0.6541386843309738}
{"data_time": 0.018655145075172186, "eta_seconds": 55314.53722903505, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.20640197568389057, "fast_rcnn/fg_cls_accuracy": 0.775298354635972, "iteration": 214519, "loss_box_reg": 0.20104130916297436, "loss_cls": 0.14774542022496462, "loss_mask": 0.2259091567248106, "loss_rpn_cls": 0.026132615050300956, "loss_rpn_loc": 0.07110498275142163, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971874354115664, "mask_rcnn/false_negative": 0.08405757525662058, "mask_rcnn/false_positive": 0.10872298805317901, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0283715492114425, "total_loss": 0.6682669134461321}
{"data_time": 0.01718216435983777, "eta_seconds": 55290.5179079622, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.24532237673830593, "fast_rcnn/fg_cls_accuracy": 0.730781844418208, "iteration": 214539, "loss_box_reg": 0.21259459853172302, "loss_cls": 0.15041057020425797, "loss_mask": 0.2270335927605629, "loss_rpn_cls": 0.028207341267261654, "loss_rpn_loc": 0.06339638563804328, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040367812924475, "mask_rcnn/false_negative": 0.09335444472025892, "mask_rcnn/false_positive": 0.09478344071695616, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9926389819011092, "total_loss": 0.6710692598717287}
{"data_time": 0.02582770260050893, "eta_seconds": 55267.459518648684, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.24661943581780538, "fast_rcnn/fg_cls_accuracy": 0.7217357065598968, "iteration": 214559, "loss_box_reg": 0.18551070988178253, "loss_cls": 0.15018478594720364, "loss_mask": 0.2129053846001625, "loss_rpn_cls": 0.02483014017343521, "loss_rpn_loc": 0.07584489742293954, "lr": 1e-05, "mask_rcnn/accuracy": 0.902909792888714, "mask_rcnn/false_negative": 0.08995796631513363, "mask_rcnn/false_positive": 0.12199554438394786, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.00060515711084, "total_loss": 0.6222545810742304}
{"data_time": 0.019886077847331762, "eta_seconds": 55245.88601506315, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.19603105288694808, "fast_rcnn/fg_cls_accuracy": 0.8039689471130519, "iteration": 214579, "loss_box_reg": 0.1876744143664837, "loss_cls": 0.14233691431581974, "loss_mask": 0.21542997658252716, "loss_rpn_cls": 0.023656185367144644, "loss_rpn_loc": 0.05836133169941604, "lr": 1e-05, "mask_rcnn/accuracy": 0.9210799053163585, "mask_rcnn/false_negative": 0.07283776123948381, "mask_rcnn/false_positive": 0.08217355753075459, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0139283468015492, "total_loss": 0.623743180767633}
{"data_time": 0.021106737665832043, "eta_seconds": 55208.460503444076, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.22605866355866355, "fast_rcnn/fg_cls_accuracy": 0.7624559491792637, "iteration": 214599, "loss_box_reg": 0.17017096281051636, "loss_cls": 0.12830443866550922, "loss_mask": 0.20226740185171366, "loss_rpn_cls": 0.021967497770674527, "loss_rpn_loc": 0.07164984033443034, "lr": 1e-05, "mask_rcnn/accuracy": 0.9136534968008182, "mask_rcnn/false_negative": 0.07585224364625481, "mask_rcnn/false_positive": 0.09243319920537194, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9748736554756761, "total_loss": 0.6021409597015008}
{"data_time": 0.01885011699050665, "eta_seconds": 55212.19840538688, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.21742068415455512, "fast_rcnn/fg_cls_accuracy": 0.7508359121262347, "iteration": 214619, "loss_box_reg": 0.19009204395115376, "loss_cls": 0.1277610408142209, "loss_mask": 0.22160805389285088, "loss_rpn_cls": 0.02112768730148673, "loss_rpn_loc": 0.05799144820775837, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097816620532421, "mask_rcnn/false_negative": 0.09344061540670015, "mask_rcnn/false_positive": 0.0934507025545916, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0255976491607726, "total_loss": 0.6199507599230856}
{"data_time": 0.017985140904784203, "eta_seconds": 55187.70849481225, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.25492554032683185, "fast_rcnn/fg_cls_accuracy": 0.7392225829725829, "iteration": 214639, "loss_box_reg": 0.18631929904222488, "loss_cls": 0.1370815420523286, "loss_mask": 0.21756793186068535, "loss_rpn_cls": 0.02417792973574251, "loss_rpn_loc": 0.0611968117300421, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034904827315542, "mask_rcnn/false_negative": 0.10213947636406825, "mask_rcnn/false_positive": 0.09655783996643352, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9790706401690841, "total_loss": 0.6301632304675877}
{"data_time": 0.013680040370672941, "eta_seconds": 55167.77073885314, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2705370101596517, "fast_rcnn/fg_cls_accuracy": 0.709010989010989, "iteration": 214659, "loss_box_reg": 0.2047836184501648, "loss_cls": 0.156210383400321, "loss_mask": 0.22806752286851406, "loss_rpn_cls": 0.028137809014879167, "loss_rpn_loc": 0.07092121687310282, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074898871543795, "mask_rcnn/false_negative": 0.08653633318309517, "mask_rcnn/false_positive": 0.10218417048941902, "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": 1.010739978402853, "total_loss": 0.6702016498893499}
{"data_time": 0.01953334966674447, "eta_seconds": 55123.97804444656, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2394055031130749, "fast_rcnn/fg_cls_accuracy": 0.7442139702801147, "iteration": 214679, "loss_box_reg": 0.20279255136847496, "loss_cls": 0.14376547327265143, "loss_mask": 0.22134544514119625, "loss_rpn_cls": 0.023126102169044316, "loss_rpn_loc": 0.06694391393102705, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090007964408731, "mask_rcnn/false_negative": 0.08585263748307842, "mask_rcnn/false_positive": 0.10093233526276707, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9947190955281258, "total_loss": 0.6801814349601045}
{"data_time": 0.022385501768440008, "eta_seconds": 55101.740097720176, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20285725141532734, "fast_rcnn/fg_cls_accuracy": 0.7851734060275632, "iteration": 214699, "loss_box_reg": 0.20341248996555805, "loss_cls": 0.1478744987398386, "loss_mask": 0.2285648211836815, "loss_rpn_cls": 0.029161101847421378, "loss_rpn_loc": 0.06635921215638518, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081354022191401, "mask_rcnn/false_negative": 0.07309931787418153, "mask_rcnn/false_positive": 0.10196415145980509, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9971124059520662, "total_loss": 0.6758379612583667}
{"data_time": 0.024773686658591032, "eta_seconds": 55073.41898474842, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2557400932400932, "fast_rcnn/fg_cls_accuracy": 0.7212290098436596, "iteration": 214719, "loss_box_reg": 0.19928708113729954, "loss_cls": 0.14570684637874365, "loss_mask": 0.2153434082865715, "loss_rpn_cls": 0.018433924415148795, "loss_rpn_loc": 0.06065154913812876, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109009446169771, "mask_rcnn/false_negative": 0.08422803392294514, "mask_rcnn/false_positive": 0.09511719235377158, "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": 1.0014667348004878, "total_loss": 0.652281591319479}
{"data_time": 0.016083642840385437, "eta_seconds": 55022.79034006409, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25656333716035207, "fast_rcnn/fg_cls_accuracy": 0.7255407743889248, "iteration": 214739, "loss_box_reg": 0.2049848223105073, "loss_cls": 0.16165391355752945, "loss_mask": 0.209588922560215, "loss_rpn_cls": 0.029714618576690555, "loss_rpn_loc": 0.06638164864853024, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097828251065483, "mask_rcnn/false_negative": 0.0817640583687202, "mask_rcnn/false_positive": 0.1021051986485603, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9735239795409143, "total_loss": 0.7150889766053297}
{"data_time": 0.017124293372035027, "eta_seconds": 55018.21643779054, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.23504865631243155, "fast_rcnn/fg_cls_accuracy": 0.710956416464891, "iteration": 214759, "loss_box_reg": 0.1902075046673417, "loss_cls": 0.1488274671137333, "loss_mask": 0.21008601039648056, "loss_rpn_cls": 0.02000135651906021, "loss_rpn_loc": 0.060006683808751404, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093664770055487, "mask_rcnn/false_negative": 0.0814168546511895, "mask_rcnn/false_positive": 0.09202061194821504, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0184718198142946, "total_loss": 0.6011373094224837}
{"data_time": 0.017277381382882595, "eta_seconds": 54946.76964235492, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.28107458437407673, "fast_rcnn/fg_cls_accuracy": 0.7045697750600568, "iteration": 214779, "loss_box_reg": 0.19272486586123705, "loss_cls": 0.14549706783145666, "loss_mask": 0.22591440193355083, "loss_rpn_cls": 0.029625868890434504, "loss_rpn_loc": 0.06437249691225588, "lr": 1e-05, "mask_rcnn/accuracy": 0.8935919773206233, "mask_rcnn/false_negative": 0.08837581987127505, "mask_rcnn/false_positive": 0.10595173650734765, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9973913300782442, "total_loss": 0.6478693523968104}
{"data_time": 0.013392561115324497, "eta_seconds": 54913.22020590305, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.263004678846263, "fast_rcnn/fg_cls_accuracy": 0.7345383186967345, "iteration": 214799, "loss_box_reg": 0.20108218677341938, "loss_cls": 0.14707181323319674, "loss_mask": 0.21133596077561378, "loss_rpn_cls": 0.0279299370595254, "loss_rpn_loc": 0.06799735315144062, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982026129800804, "mask_rcnn/false_negative": 0.09274195861202227, "mask_rcnn/false_positive": 0.11295401952584484, "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": 0.9978692252188921, "total_loss": 0.6724769969587214}
{"data_time": 0.016198808792978525, "eta_seconds": 54906.96756365709, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.25608923287047575, "fast_rcnn/fg_cls_accuracy": 0.7420991729266257, "iteration": 214819, "loss_box_reg": 0.1884769555181265, "loss_cls": 0.14438070077449083, "loss_mask": 0.21217994950711727, "loss_rpn_cls": 0.01963858969975263, "loss_rpn_loc": 0.05653725587762892, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099654088123209, "mask_rcnn/false_negative": 0.07779784004755588, "mask_rcnn/false_positive": 0.10293765062624294, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9945917404256761, "total_loss": 0.6264327956596389}
{"data_time": 0.012990991584956646, "eta_seconds": 54938.537630494684, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2143578414143612, "fast_rcnn/fg_cls_accuracy": 0.7759237253622097, "iteration": 214839, "loss_box_reg": 0.2003348395228386, "loss_cls": 0.14636295661330223, "loss_mask": 0.22496407013386488, "loss_rpn_cls": 0.022594652633415535, "loss_rpn_loc": 0.05912403669208288, "lr": 1e-05, "mask_rcnn/accuracy": 0.901032857492312, "mask_rcnn/false_negative": 0.08518970286284305, "mask_rcnn/false_positive": 0.1008672336686057, "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": 1.0207186439074576, "total_loss": 0.6560910291154869}
{"data_time": 0.023530224803835154, "eta_seconds": 54950.0377487205, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2421996662958843, "fast_rcnn/fg_cls_accuracy": 0.7441935483870967, "iteration": 214859, "loss_box_reg": 0.18150130845606327, "loss_cls": 0.14229764323681593, "loss_mask": 0.20904687978327274, "loss_rpn_cls": 0.026172094861976802, "loss_rpn_loc": 0.06489396188408136, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992973932052645, "mask_rcnn/false_negative": 0.08179002804647059, "mask_rcnn/false_positive": 0.11050300690217163, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9999051946215332, "total_loss": 0.6242201660061255}
{"data_time": 0.015617403201758862, "eta_seconds": 54916.31820373237, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.22160630405717194, "fast_rcnn/fg_cls_accuracy": 0.760953147353362, "iteration": 214879, "loss_box_reg": 0.1936679920181632, "loss_cls": 0.14861863246187568, "loss_mask": 0.21722974441945553, "loss_rpn_cls": 0.028483877540566027, "loss_rpn_loc": 0.06031299475580454, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059007166360226, "mask_rcnn/false_negative": 0.09295465492803559, "mask_rcnn/false_positive": 0.09919282909163421, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9913543253205717, "total_loss": 0.6365230848314241}
{"data_time": 0.015139949508011341, "eta_seconds": 54853.37552535348, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.22554127037231755, "fast_rcnn/fg_cls_accuracy": 0.7572408354442479, "iteration": 214899, "loss_box_reg": 0.20124599151313305, "loss_cls": 0.15378294978290796, "loss_mask": 0.22322707995772362, "loss_rpn_cls": 0.027327050163876265, "loss_rpn_loc": 0.06045665359124541, "lr": 1e-05, "mask_rcnn/accuracy": 0.903322128644011, "mask_rcnn/false_negative": 0.08711066199171152, "mask_rcnn/false_positive": 0.10320972791116213, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9898944534361362, "total_loss": 0.6728978722239845}
{"data_time": 0.024045678786933422, "eta_seconds": 54833.46504421905, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26571012409200967, "fast_rcnn/fg_cls_accuracy": 0.7202001819836215, "iteration": 214919, "loss_box_reg": 0.19968736823648214, "loss_cls": 0.15908414404839277, "loss_mask": 0.22017527744174004, "loss_rpn_cls": 0.020642356015741825, "loss_rpn_loc": 0.0634357884991914, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019722802616531, "mask_rcnn/false_negative": 0.08231624762473123, "mask_rcnn/false_positive": 0.11398605785923838, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.009381347335875, "total_loss": 0.6653022047830746}
{"data_time": 0.02320842770859599, "eta_seconds": 54787.5613275636, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.22941551202420768, "fast_rcnn/fg_cls_accuracy": 0.7535714285714286, "iteration": 214939, "loss_box_reg": 0.20821316167712212, "loss_cls": 0.15393428225070238, "loss_mask": 0.2195784877985716, "loss_rpn_cls": 0.02395660779438913, "loss_rpn_loc": 0.061070616939105093, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082707918455012, "mask_rcnn/false_negative": 0.0829326558869605, "mask_rcnn/false_positive": 0.09942730827307253, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9793487545102835, "total_loss": 0.656205553561449}
{"data_time": 0.015177772380411625, "eta_seconds": 54774.69016075134, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2334549848647593, "fast_rcnn/fg_cls_accuracy": 0.7589664685908319, "iteration": 214959, "loss_box_reg": 0.1942081656306982, "loss_cls": 0.1418853122740984, "loss_mask": 0.22088433057069778, "loss_rpn_cls": 0.02628677268512547, "loss_rpn_loc": 0.07390900200698525, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069407379250274, "mask_rcnn/false_negative": 0.0862597148046051, "mask_rcnn/false_positive": 0.10508462283412073, "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": 1.0262999264523387, "total_loss": 0.6586568808415905}
{"data_time": 0.012696575373411179, "eta_seconds": 54753.43425599858, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2709851551956815, "fast_rcnn/fg_cls_accuracy": 0.7254562920268972, "iteration": 214979, "loss_box_reg": 0.18443679809570312, "loss_cls": 0.1520654270425439, "loss_mask": 0.21738765202462673, "loss_rpn_cls": 0.02104675315786153, "loss_rpn_loc": 0.057782305870205164, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082553941272807, "mask_rcnn/false_negative": 0.09506868712372693, "mask_rcnn/false_positive": 0.07985561561370125, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9728093724697828, "total_loss": 0.6458360370452283}
{"data_time": 0.01659369608387351, "eta_seconds": 54742.38310940564, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.26402402402402403, "fast_rcnn/fg_cls_accuracy": 0.7115508268531356, "iteration": 214999, "loss_box_reg": 0.21674239356070757, "loss_cls": 0.1582864485681057, "loss_mask": 0.2233943808823824, "loss_rpn_cls": 0.02433009771630168, "loss_rpn_loc": 0.07210058986674994, "lr": 1e-05, "mask_rcnn/accuracy": 0.901043589213232, "mask_rcnn/false_negative": 0.08871218278402077, "mask_rcnn/false_positive": 0.10823515254331945, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9955191039480269, "total_loss": 0.6746446395409293}
{"data_time": 0.017701614648103714, "eta_seconds": 54713.62805152312, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24209024380543293, "fast_rcnn/fg_cls_accuracy": 0.7343198844357846, "iteration": 215019, "loss_box_reg": 0.19141367077827454, "loss_cls": 0.1478612795472145, "loss_mask": 0.22279589995741844, "loss_rpn_cls": 0.03361693909391761, "loss_rpn_loc": 0.07928176503628492, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023730736929965, "mask_rcnn/false_negative": 0.07941239347431599, "mask_rcnn/false_positive": 0.1007126783082885, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0143127515912056, "total_loss": 0.6797768619144335}
{"data_time": 0.01577655179426074, "eta_seconds": 54709.50059842318, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24151628920915585, "fast_rcnn/fg_cls_accuracy": 0.700388198757764, "iteration": 215039, "loss_box_reg": 0.19253029394894838, "loss_cls": 0.14214186184108257, "loss_mask": 0.20981666073203087, "loss_rpn_cls": 0.020010763430036604, "loss_rpn_loc": 0.04657466564094648, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036086455429804, "mask_rcnn/false_negative": 0.08856355211719763, "mask_rcnn/false_positive": 0.10177220322420177, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0212651588954031, "total_loss": 0.6376508081739303}
{"data_time": 0.013788447249680758, "eta_seconds": 54702.455897666514, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27239641657334823, "fast_rcnn/fg_cls_accuracy": 0.7101477235144968, "iteration": 215059, "loss_box_reg": 0.19773237966001034, "loss_cls": 0.1428637527860701, "loss_mask": 0.22281133383512497, "loss_rpn_cls": 0.0240263951709494, "loss_rpn_loc": 0.06447112961905077, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000145061268239, "mask_rcnn/false_negative": 0.07457901558668825, "mask_rcnn/false_positive": 0.119785312221861, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0039990446530282, "total_loss": 0.6608530142111704}
{"data_time": 0.013291279785335064, "eta_seconds": 54736.838781386614, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2707565011820331, "fast_rcnn/fg_cls_accuracy": 0.7203080308030803, "iteration": 215079, "loss_box_reg": 0.19422423467040062, "loss_cls": 0.15012593381106853, "loss_mask": 0.21437919791787863, "loss_rpn_cls": 0.02802999917184934, "loss_rpn_loc": 0.05787392635829747, "lr": 1e-05, "mask_rcnn/accuracy": 0.8894717400152183, "mask_rcnn/false_negative": 0.09068580073248303, "mask_rcnn/false_positive": 0.12129717905696782, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.023787540383637, "total_loss": 0.6474209844309371}
{"data_time": 0.016842850483953953, "eta_seconds": 54734.06826071441, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.26303696943497124, "fast_rcnn/fg_cls_accuracy": 0.7266295707472178, "iteration": 215099, "loss_box_reg": 0.21406368538737297, "loss_cls": 0.1595176737755537, "loss_mask": 0.23143027164041996, "loss_rpn_cls": 0.02550312946550548, "loss_rpn_loc": 0.07408947264775634, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978065985081292, "mask_rcnn/false_negative": 0.09031805657123365, "mask_rcnn/false_positive": 0.10370243944621219, "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": 1.0171842081472278, "total_loss": 0.6824829380493611}
{"data_time": 0.015771859791129827, "eta_seconds": 54748.772116973996, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25379506641366223, "fast_rcnn/fg_cls_accuracy": 0.7036001147446931, "iteration": 215119, "loss_box_reg": 0.19625407829880714, "loss_cls": 0.15452976524829865, "loss_mask": 0.22576934471726418, "loss_rpn_cls": 0.02606007468421012, "loss_rpn_loc": 0.073016926064156, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030881910249475, "mask_rcnn/false_negative": 0.0861490989920195, "mask_rcnn/false_positive": 0.0993803973838259, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9974997313693166, "total_loss": 0.7010604694951326}
{"data_time": 0.016871660016477108, "eta_seconds": 54725.72854642756, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2927790788446526, "fast_rcnn/fg_cls_accuracy": 0.6890963988855081, "iteration": 215139, "loss_box_reg": 0.20616141892969608, "loss_cls": 0.15534380171447992, "loss_mask": 0.2191262859851122, "loss_rpn_cls": 0.02670879615470767, "loss_rpn_loc": 0.06003456539474428, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007626346598276, "mask_rcnn/false_negative": 0.09731253910282572, "mask_rcnn/false_positive": 0.10414722055441107, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9999241312034428, "total_loss": 0.6938745584338903}
{"data_time": 0.01470930827781558, "eta_seconds": 54741.65850330144, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23814992513951272, "fast_rcnn/fg_cls_accuracy": 0.7355964835803546, "iteration": 215159, "loss_box_reg": 0.21984887309372425, "loss_cls": 0.16539239883422852, "loss_mask": 0.2309422343969345, "loss_rpn_cls": 0.026484251371584833, "loss_rpn_loc": 0.06689410551916808, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053905164216224, "mask_rcnn/false_negative": 0.08212416560253706, "mask_rcnn/false_positive": 0.10630623851277321, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0116143436171114, "total_loss": 0.7015839053783566}
{"data_time": 0.013401299249380827, "eta_seconds": 54721.69436817989, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.24656557315516853, "fast_rcnn/fg_cls_accuracy": 0.741045928775427, "iteration": 215179, "loss_box_reg": 0.21101977489888668, "loss_cls": 0.15637463238090277, "loss_mask": 0.22878114692866802, "loss_rpn_cls": 0.027085889130830765, "loss_rpn_loc": 0.058312379755079746, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061760815121827, "mask_rcnn/false_negative": 0.08517686698459491, "mask_rcnn/false_positive": 0.09374950213588447, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9912086008116603, "total_loss": 0.6708307928638533}
{"data_time": 0.018351598642766476, "eta_seconds": 54757.935735583305, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2725977011494253, "fast_rcnn/fg_cls_accuracy": 0.7160598022666989, "iteration": 215199, "loss_box_reg": 0.2174232080578804, "loss_cls": 0.16841527074575424, "loss_mask": 0.22446549870073795, "loss_rpn_cls": 0.028906756546348333, "loss_rpn_loc": 0.07212015800178051, "lr": 1e-05, "mask_rcnn/accuracy": 0.907173927263213, "mask_rcnn/false_negative": 0.07952310539189772, "mask_rcnn/false_positive": 0.10139255990920855, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0337744830176234, "total_loss": 0.703846023301594}
{"data_time": 0.013751411810517311, "eta_seconds": 54736.0642943345, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26120956955252916, "fast_rcnn/fg_cls_accuracy": 0.7279495675846612, "iteration": 215219, "loss_box_reg": 0.2057438176125288, "loss_cls": 0.15678194910287857, "loss_mask": 0.22469292767345905, "loss_rpn_cls": 0.028898904332891107, "loss_rpn_loc": 0.07981689251028001, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091462569662812, "mask_rcnn/false_negative": 0.08377369268310828, "mask_rcnn/false_positive": 0.09200492533984742, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.002109482884407, "total_loss": 0.685695931664668}
{"data_time": 0.023909988813102245, "eta_seconds": 54769.06337812543, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2368011510453371, "fast_rcnn/fg_cls_accuracy": 0.7615557751427317, "iteration": 215239, "loss_box_reg": 0.1948781404644251, "loss_cls": 0.14332734886556864, "loss_mask": 0.20967669691890478, "loss_rpn_cls": 0.023455770744476467, "loss_rpn_loc": 0.06062392517924309, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125916185516194, "mask_rcnn/false_negative": 0.08415583499495977, "mask_rcnn/false_positive": 0.09687392280624832, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0327046536840498, "total_loss": 0.6308321444666944}
{"data_time": 0.02066045068204403, "eta_seconds": 54783.296343218535, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.23310592853907292, "fast_rcnn/fg_cls_accuracy": 0.7359123311770419, "iteration": 215259, "loss_box_reg": 0.18652106542140245, "loss_cls": 0.1394256097264588, "loss_mask": 0.2174500711262226, "loss_rpn_cls": 0.02494363789446652, "loss_rpn_loc": 0.05974835460074246, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017114416966145, "mask_rcnn/false_negative": 0.09346855193263007, "mask_rcnn/false_positive": 0.0955223388806801, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9864421817474067, "total_loss": 0.6210580356419086}
{"data_time": 0.012839993927627802, "eta_seconds": 54778.291372954845, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.287109375, "fast_rcnn/fg_cls_accuracy": 0.7023207720588236, "iteration": 215279, "loss_box_reg": 0.1905696839094162, "loss_cls": 0.14860036643221974, "loss_mask": 0.21465693414211273, "loss_rpn_cls": 0.026487474446184933, "loss_rpn_loc": 0.063500463264063, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013631848279569, "mask_rcnn/false_negative": 0.08206883272511839, "mask_rcnn/false_positive": 0.1080164915065859, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0178708587773144, "total_loss": 0.6504546898650005}
{"data_time": 0.014904319774359465, "eta_seconds": 54767.5668714568, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2596153846153846, "fast_rcnn/fg_cls_accuracy": 0.7302766798418973, "iteration": 215299, "loss_box_reg": 0.18079517781734467, "loss_cls": 0.14884438551962376, "loss_mask": 0.22093268670141697, "loss_rpn_cls": 0.021984939434332773, "loss_rpn_loc": 0.06545686908066273, "lr": 1e-05, "mask_rcnn/accuracy": 0.9191521059545613, "mask_rcnn/false_negative": 0.07008467477534738, "mask_rcnn/false_positive": 0.10298428682792368, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 1.0092880921438336, "total_loss": 0.6391208991699386}
{"data_time": 0.016624815762043, "eta_seconds": 54759.29880019277, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2791586638044665, "fast_rcnn/fg_cls_accuracy": 0.7140182042286907, "iteration": 215319, "loss_box_reg": 0.18842135602608323, "loss_cls": 0.1394830176141113, "loss_mask": 0.2093138825148344, "loss_rpn_cls": 0.024752461002208292, "loss_rpn_loc": 0.05914740520529449, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955537503462924, "mask_rcnn/false_negative": 0.08514274184766485, "mask_rcnn/false_positive": 0.10675344051896209, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9868761380203068, "total_loss": 0.6126936713699251}
{"data_time": 0.01637099962681532, "eta_seconds": 54781.990722371265, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21214008859357697, "fast_rcnn/fg_cls_accuracy": 0.7542115437724386, "iteration": 215339, "loss_box_reg": 0.19981694966554642, "loss_cls": 0.1540578417479992, "loss_mask": 0.22654646076261997, "loss_rpn_cls": 0.021358132202294655, "loss_rpn_loc": 0.06607305293437093, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100189544762722, "mask_rcnn/false_negative": 0.0824968856885065, "mask_rcnn/false_positive": 0.10173986240153805, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 1.0309232347644866, "total_loss": 0.6624517429154366}
{"data_time": 0.016629616729915142, "eta_seconds": 54765.36859899759, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2454662502739426, "fast_rcnn/fg_cls_accuracy": 0.7380698005698005, "iteration": 215359, "loss_box_reg": 0.2030630875378847, "loss_cls": 0.13567270897328854, "loss_mask": 0.21966500394046307, "loss_rpn_cls": 0.023212183848954737, "loss_rpn_loc": 0.0556654604151845, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977553455549435, "mask_rcnn/false_negative": 0.10087629084085384, "mask_rcnn/false_positive": 0.10084475535045036, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9950954685918987, "total_loss": 0.6341249180259183}
{"data_time": 0.015816486440598965, "eta_seconds": 54737.1267990116, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2805982395186532, "fast_rcnn/fg_cls_accuracy": 0.6870588235294117, "iteration": 215379, "loss_box_reg": 0.21115184389054775, "loss_cls": 0.1658189045265317, "loss_mask": 0.23198291659355164, "loss_rpn_cls": 0.024844508443493396, "loss_rpn_loc": 0.07059701473917812, "lr": 1e-05, "mask_rcnn/accuracy": 0.8910975866527073, "mask_rcnn/false_negative": 0.0923033946205658, "mask_rcnn/false_positive": 0.11984562366909826, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0082449694164097, "total_loss": 0.6977916950709186}
{"data_time": 0.01840606052428484, "eta_seconds": 54708.427882846445, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2591183085919928, "fast_rcnn/fg_cls_accuracy": 0.7286549707602339, "iteration": 215399, "loss_box_reg": 0.1861515585333109, "loss_cls": 0.13702673185616732, "loss_mask": 0.22189939208328724, "loss_rpn_cls": 0.027064918482210487, "loss_rpn_loc": 0.058455422054976225, "lr": 1e-05, "mask_rcnn/accuracy": 0.8938805001769494, "mask_rcnn/false_negative": 0.09505677400024962, "mask_rcnn/false_positive": 0.10278578025236937, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9990538973361254, "total_loss": 0.6509385736717377}
{"data_time": 0.017536132130771875, "eta_seconds": 54720.61783119105, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2096057209122536, "fast_rcnn/fg_cls_accuracy": 0.75067003132614, "iteration": 215419, "loss_box_reg": 0.18365703336894512, "loss_cls": 0.14382242038846016, "loss_mask": 0.22419214248657227, "loss_rpn_cls": 0.02308278199052438, "loss_rpn_loc": 0.050766956876032054, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068588566513072, "mask_rcnn/false_negative": 0.08697073225292153, "mask_rcnn/false_positive": 0.10161798776509406, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0389921530149877, "total_loss": 0.6364123829407617}
{"data_time": 0.0163364103063941, "eta_seconds": 54726.189755126834, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2804857396875573, "fast_rcnn/fg_cls_accuracy": 0.6841422466422467, "iteration": 215439, "loss_box_reg": 0.20111651718616486, "loss_cls": 0.15525450371205807, "loss_mask": 0.22268871404230595, "loss_rpn_cls": 0.024373296881094575, "loss_rpn_loc": 0.06695880088955164, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946386664361515, "mask_rcnn/false_negative": 0.09560791468061114, "mask_rcnn/false_positive": 0.10771349413776873, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0082971542142332, "total_loss": 0.7041775032412261}
{"data_time": 0.021763278637081385, "eta_seconds": 54712.74939391762, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.24445871030027966, "fast_rcnn/fg_cls_accuracy": 0.7261870417117442, "iteration": 215459, "loss_box_reg": 0.1996357822790742, "loss_cls": 0.1563719194382429, "loss_mask": 0.22182798758149147, "loss_rpn_cls": 0.02800156333250925, "loss_rpn_loc": 0.05776307580526918, "lr": 1e-05, "mask_rcnn/accuracy": 0.903672122799749, "mask_rcnn/false_negative": 0.0884977142292401, "mask_rcnn/false_positive": 0.10700990259230983, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9892385303974152, "total_loss": 0.6648747649160214}
{"data_time": 0.01606345223262906, "eta_seconds": 54686.06791513041, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.26736393295878824, "fast_rcnn/fg_cls_accuracy": 0.7224281742354032, "iteration": 215479, "loss_box_reg": 0.20138103794306517, "loss_cls": 0.15050051920115948, "loss_mask": 0.21935546025633812, "loss_rpn_cls": 0.026412219391204417, "loss_rpn_loc": 0.06287411809898913, "lr": 1e-05, "mask_rcnn/accuracy": 0.9122569384539234, "mask_rcnn/false_negative": 0.08570610332991305, "mask_rcnn/false_positive": 0.0915930945551443, "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": 0.9941443093121052, "total_loss": 0.680120563134551}
{"data_time": 0.015496366191655397, "eta_seconds": 54669.903616188094, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22048086142045875, "fast_rcnn/fg_cls_accuracy": 0.7581809766257811, "iteration": 215499, "loss_box_reg": 0.1847639251500368, "loss_cls": 0.14241315051913261, "loss_mask": 0.21495311334729195, "loss_rpn_cls": 0.0236158799380064, "loss_rpn_loc": 0.06420507712755352, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128102477346661, "mask_rcnn/false_negative": 0.0767456824339316, "mask_rcnn/false_positive": 0.08974324797841093, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0217019570991397, "total_loss": 0.6498931418755092}
{"data_time": 0.016004990320652723, "eta_seconds": 54635.259694196284, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2604105219462105, "fast_rcnn/fg_cls_accuracy": 0.7167305936073058, "iteration": 215519, "loss_box_reg": 0.1890281792730093, "loss_cls": 0.13726650923490524, "loss_mask": 0.21196573413908482, "loss_rpn_cls": 0.02433608879800886, "loss_rpn_loc": 0.05653515679296106, "lr": 1e-05, "mask_rcnn/accuracy": 0.905198403579039, "mask_rcnn/false_negative": 0.08165208202343421, "mask_rcnn/false_positive": 0.10126550383485625, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9811325459741056, "total_loss": 0.6033365381881595}
{"data_time": 0.02162156254053116, "eta_seconds": 54586.62760295905, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.21975817167153866, "fast_rcnn/fg_cls_accuracy": 0.7308501612082132, "iteration": 215539, "loss_box_reg": 0.18764846585690975, "loss_cls": 0.15667111612856388, "loss_mask": 0.22631345875561237, "loss_rpn_cls": 0.023552568396553397, "loss_rpn_loc": 0.062308040680363774, "lr": 1e-05, "mask_rcnn/accuracy": 0.9160581921447825, "mask_rcnn/false_negative": 0.08416219218710552, "mask_rcnn/false_positive": 0.08838049934743086, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9784661754965782, "total_loss": 0.6616665400797501}
{"data_time": 0.022206899244338274, "eta_seconds": 54569.84706854448, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23552591870371659, "fast_rcnn/fg_cls_accuracy": 0.7080541129167365, "iteration": 215559, "loss_box_reg": 0.17868915107101202, "loss_cls": 0.13728117663413286, "loss_mask": 0.21383508294820786, "loss_rpn_cls": 0.021405804611276835, "loss_rpn_loc": 0.047500448767095804, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090519821407098, "mask_rcnn/false_negative": 0.07816190920970939, "mask_rcnn/false_positive": 0.08932049964703076, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0077911289408803, "total_loss": 0.5804168446920812}
{"data_time": 0.015938546042889357, "eta_seconds": 54546.53459700756, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.22582271139160096, "fast_rcnn/fg_cls_accuracy": 0.7490150951059364, "iteration": 215579, "loss_box_reg": 0.20597815699875355, "loss_cls": 0.16366317751817405, "loss_mask": 0.22370793297886848, "loss_rpn_cls": 0.025663967826403677, "loss_rpn_loc": 0.06785245705395937, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079405330103283, "mask_rcnn/false_negative": 0.08154058335797426, "mask_rcnn/false_positive": 0.10853936408141454, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.00528629636392, "total_loss": 0.6905163301271386}
{"data_time": 0.026180412620306015, "eta_seconds": 54569.59186643362, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.251072510462449, "fast_rcnn/fg_cls_accuracy": 0.7196886818991655, "iteration": 215599, "loss_box_reg": 0.2122416403144598, "loss_cls": 0.16266730520874262, "loss_mask": 0.22814550437033176, "loss_rpn_cls": 0.02704479731619358, "loss_rpn_loc": 0.0732263121753931, "lr": 1e-05, "mask_rcnn/accuracy": 0.89158981799046, "mask_rcnn/false_negative": 0.09269479269011734, "mask_rcnn/false_positive": 0.11816292575351534, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0785847008228302, "total_loss": 0.6949029581155628}
{"data_time": 0.01491283904761076, "eta_seconds": 54501.36581563391, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2351694915254237, "fast_rcnn/fg_cls_accuracy": 0.74968671679198, "iteration": 215619, "loss_box_reg": 0.19598335027694702, "loss_cls": 0.14218573924154043, "loss_mask": 0.2229447215795517, "loss_rpn_cls": 0.021390424924902618, "loss_rpn_loc": 0.05620116787031293, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054825045396853, "mask_rcnn/false_negative": 0.08994573460845205, "mask_rcnn/false_positive": 0.1045192973062694, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9752942691557109, "total_loss": 0.659339276724495}
{"data_time": 0.026121265720576048, "eta_seconds": 54484.72615376115, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2307056560678007, "fast_rcnn/fg_cls_accuracy": 0.7328416202462005, "iteration": 215639, "loss_box_reg": 0.20397721510380507, "loss_cls": 0.14998228941112757, "loss_mask": 0.22893579117953777, "loss_rpn_cls": 0.026769993593916297, "loss_rpn_loc": 0.06697428785264492, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082159917477236, "mask_rcnn/false_negative": 0.08333633942650703, "mask_rcnn/false_positive": 0.10277890261146308, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9815647508949041, "total_loss": 0.6643484099768102}
{"data_time": 0.02172088995575905, "eta_seconds": 54466.34858510457, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.22105867988220929, "fast_rcnn/fg_cls_accuracy": 0.7651296416002298, "iteration": 215659, "loss_box_reg": 0.20074178930372, "loss_cls": 0.15064479038119316, "loss_mask": 0.2209551353007555, "loss_rpn_cls": 0.023158042575232685, "loss_rpn_loc": 0.06055515306070447, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086127308066083, "mask_rcnn/false_negative": 0.08734618817866464, "mask_rcnn/false_positive": 0.10174081368142873, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0456755198538303, "total_loss": 0.6709640886401758}
{"data_time": 0.014838418457657099, "eta_seconds": 54449.560851641, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23515625, "fast_rcnn/fg_cls_accuracy": 0.7357163027108433, "iteration": 215679, "loss_box_reg": 0.19227945245802402, "loss_cls": 0.1404645456932485, "loss_mask": 0.21149918623268604, "loss_rpn_cls": 0.021921275678323582, "loss_rpn_loc": 0.06015610112808645, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099488868948742, "mask_rcnn/false_negative": 0.07978253204018185, "mask_rcnn/false_positive": 0.08183994384130686, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9954899796284735, "total_loss": 0.6450989503646269}
{"data_time": 0.016625366639345884, "eta_seconds": 54439.89644986577, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2505784865540963, "fast_rcnn/fg_cls_accuracy": 0.7119815668202765, "iteration": 215699, "loss_box_reg": 0.21997885406017303, "loss_cls": 0.15315398899838328, "loss_mask": 0.21234368532896042, "loss_rpn_cls": 0.030989585211500525, "loss_rpn_loc": 0.06880155578255653, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108339530787397, "mask_rcnn/false_negative": 0.09028560468449129, "mask_rcnn/false_positive": 0.0987806512605151, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9975800761021674, "total_loss": 0.7083560524333734}
{"data_time": 0.017412233632057905, "eta_seconds": 54419.844922628254, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.261029143499263, "fast_rcnn/fg_cls_accuracy": 0.7161349026974668, "iteration": 215719, "loss_box_reg": 0.20240224711596966, "loss_cls": 0.14700336661189795, "loss_mask": 0.2211872860789299, "loss_rpn_cls": 0.024057835224084556, "loss_rpn_loc": 0.07376583479344845, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939238932734339, "mask_rcnn/false_negative": 0.09856282940275407, "mask_rcnn/false_positive": 0.1112959030416693, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0040736910887063, "total_loss": 0.6738415893632919}
{"data_time": 0.020968806464225054, "eta_seconds": 54418.792145298794, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27076014053018205, "fast_rcnn/fg_cls_accuracy": 0.7202571063557969, "iteration": 215739, "loss_box_reg": 0.19528353353962302, "loss_cls": 0.14803500706329942, "loss_mask": 0.2232699804008007, "loss_rpn_cls": 0.025534518557833508, "loss_rpn_loc": 0.08200085931457579, "lr": 1e-05, "mask_rcnn/accuracy": 0.8941332355534064, "mask_rcnn/false_negative": 0.08347831155589436, "mask_rcnn/false_positive": 0.12444188826158517, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9898524079471827, "total_loss": 0.672881749109365}
{"data_time": 0.01482259389013052, "eta_seconds": 54390.414083004, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24360197690350363, "fast_rcnn/fg_cls_accuracy": 0.7353224104760132, "iteration": 215759, "loss_box_reg": 0.21092537697404623, "loss_cls": 0.15278150141239166, "loss_mask": 0.21290647983551025, "loss_rpn_cls": 0.02191898413002491, "loss_rpn_loc": 0.04721558399614878, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075030178715708, "mask_rcnn/false_negative": 0.08040134473689341, "mask_rcnn/false_positive": 0.1032500434527091, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9845060012303293, "total_loss": 0.6703519164584577}
{"data_time": 0.018661214038729668, "eta_seconds": 54359.690340915695, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31475374960110625, "fast_rcnn/fg_cls_accuracy": 0.6697403860541673, "iteration": 215779, "loss_box_reg": 0.21835115924477577, "loss_cls": 0.1750433538109064, "loss_mask": 0.2330727856606245, "loss_rpn_cls": 0.029389214469119906, "loss_rpn_loc": 0.10093328659422696, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007147854463475, "mask_rcnn/false_negative": 0.09030258752235482, "mask_rcnn/false_positive": 0.10821068738223283, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0019148378632963, "total_loss": 0.732932074344717}
{"data_time": 0.014413001947104931, "eta_seconds": 54368.96836692467, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.219712284330779, "fast_rcnn/fg_cls_accuracy": 0.7656293706293706, "iteration": 215799, "loss_box_reg": 0.19516931101679802, "loss_cls": 0.14880470465868711, "loss_mask": 0.2201685830950737, "loss_rpn_cls": 0.02544033044250682, "loss_rpn_loc": 0.053237438085488975, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113697032907604, "mask_rcnn/false_negative": 0.07627624993622978, "mask_rcnn/false_positive": 0.0911719731016246, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.012965158559382, "total_loss": 0.6504203251679428}
{"data_time": 0.02295864885672927, "eta_seconds": 54364.76761973463, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24059678052610914, "fast_rcnn/fg_cls_accuracy": 0.7269332261635755, "iteration": 215819, "loss_box_reg": 0.2013168977573514, "loss_cls": 0.14775148499757051, "loss_mask": 0.22232853807508945, "loss_rpn_cls": 0.024210410425439477, "loss_rpn_loc": 0.06917749415151775, "lr": 1e-05, "mask_rcnn/accuracy": 0.8995408814035819, "mask_rcnn/false_negative": 0.08764121935386612, "mask_rcnn/false_positive": 0.11586397241532134, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.010306091979146, "total_loss": 0.7035820107557811}
{"data_time": 0.017469193786382675, "eta_seconds": 54325.165676921606, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2547865168539326, "fast_rcnn/fg_cls_accuracy": 0.7110319634703196, "iteration": 215839, "loss_box_reg": 0.19738015718758106, "loss_cls": 0.15320077911019325, "loss_mask": 0.21589190885424614, "loss_rpn_cls": 0.02907221275381744, "loss_rpn_loc": 0.06130170915275812, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056568072991457, "mask_rcnn/false_negative": 0.08632586241878873, "mask_rcnn/false_positive": 0.10634836595175992, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.999780016951263, "total_loss": 0.6647860542871058}
{"data_time": 0.02055136952549219, "eta_seconds": 54308.78131707199, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.24161036036036038, "fast_rcnn/fg_cls_accuracy": 0.7191118489313135, "iteration": 215859, "loss_box_reg": 0.18852467741817236, "loss_cls": 0.14570819586515427, "loss_mask": 0.21785765327513218, "loss_rpn_cls": 0.023843449249397963, "loss_rpn_loc": 0.06795000936836004, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071435000963062, "mask_rcnn/false_negative": 0.0842600030177543, "mask_rcnn/false_positive": 0.11177581144442285, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0155511060729623, "total_loss": 0.6307023253320949}
{"data_time": 0.017554326448589563, "eta_seconds": 54294.52306944877, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.23989524458518727, "fast_rcnn/fg_cls_accuracy": 0.7354665284839849, "iteration": 215879, "loss_box_reg": 0.19732529390603304, "loss_cls": 0.150258157402277, "loss_mask": 0.2174401953816414, "loss_rpn_cls": 0.02637232217239216, "loss_rpn_loc": 0.07538308354560286, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984170953327568, "mask_rcnn/false_negative": 0.09013996929626225, "mask_rcnn/false_positive": 0.11697196822765944, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0219993758946657, "total_loss": 0.6658935486339033}
{"data_time": 0.013717127032577991, "eta_seconds": 54289.752830332145, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23227178151967529, "fast_rcnn/fg_cls_accuracy": 0.7311641791044776, "iteration": 215899, "loss_box_reg": 0.19039158429950476, "loss_cls": 0.14519712049514055, "loss_mask": 0.2191289234906435, "loss_rpn_cls": 0.027314837439917028, "loss_rpn_loc": 0.07317677908577025, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044720520343443, "mask_rcnn/false_negative": 0.07918599331482659, "mask_rcnn/false_positive": 0.12335607871560965, "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": 1.0275148744694889, "total_loss": 0.6431590733409394}
{"data_time": 0.015604278072714806, "eta_seconds": 54264.42659422755, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.22685152685152685, "fast_rcnn/fg_cls_accuracy": 0.7522084224870602, "iteration": 215919, "loss_box_reg": 0.2053404627367854, "loss_cls": 0.16802570596337318, "loss_mask": 0.22251330874860287, "loss_rpn_cls": 0.026029713451862335, "loss_rpn_loc": 0.059092659037560225, "lr": 1e-05, "mask_rcnn/accuracy": 0.913947461896151, "mask_rcnn/false_negative": 0.07177061940079672, "mask_rcnn/false_positive": 0.10111702303189057, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0025139600038528, "total_loss": 0.7232396206818521}
{"data_time": 0.019590660464018583, "eta_seconds": 54256.42648550682, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29055248618784535, "fast_rcnn/fg_cls_accuracy": 0.6971841393265581, "iteration": 215939, "loss_box_reg": 0.2118560904636979, "loss_cls": 0.1556468838825822, "loss_mask": 0.21945540979504585, "loss_rpn_cls": 0.027748668449930847, "loss_rpn_loc": 0.06407866394147277, "lr": 1e-05, "mask_rcnn/accuracy": 0.898255109989296, "mask_rcnn/false_negative": 0.08957675964077469, "mask_rcnn/false_positive": 0.11357925352137785, "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": 1.000866741873324, "total_loss": 0.6974657542305067}
{"data_time": 0.016016743145883083, "eta_seconds": 54225.486521720886, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.26603559483994266, "fast_rcnn/fg_cls_accuracy": 0.7011643750774186, "iteration": 215959, "loss_box_reg": 0.21312365029007196, "loss_cls": 0.16543059144169092, "loss_mask": 0.23347496055066586, "loss_rpn_cls": 0.02608236129162833, "loss_rpn_loc": 0.0610697353258729, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988057587781966, "mask_rcnn/false_negative": 0.09144356914271895, "mask_rcnn/false_positive": 0.10389077901160937, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0082817520014942, "total_loss": 0.6915139770426322}
{"data_time": 0.014471813105046749, "eta_seconds": 54234.56859587692, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24772187355955042, "fast_rcnn/fg_cls_accuracy": 0.7329693554068334, "iteration": 215979, "loss_box_reg": 0.18901306949555874, "loss_cls": 0.14514099480584264, "loss_mask": 0.2269530277699232, "loss_rpn_cls": 0.023370355018414557, "loss_rpn_loc": 0.06597748305648565, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030476459127608, "mask_rcnn/false_negative": 0.08385465108178822, "mask_rcnn/false_positive": 0.11122448342510893, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.008856076747179, "total_loss": 0.6572465208009817}
{"data_time": 0.015598141122609377, "eta_seconds": 54234.07778888941, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.24662950479647394, "fast_rcnn/fg_cls_accuracy": 0.7461628208452165, "iteration": 215999, "loss_box_reg": 0.2137722596526146, "loss_cls": 0.1536817541345954, "loss_mask": 0.21598382480442524, "loss_rpn_cls": 0.027438583376351744, "loss_rpn_loc": 0.07876485912129283, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018485029519907, "mask_rcnn/false_negative": 0.08250525459405528, "mask_rcnn/false_positive": 0.09731261480918885, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0308154439553618, "total_loss": 0.7102523177454714}
{"data_time": 0.014239500742405653, "eta_seconds": 54174.079297157004, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2416367255777821, "fast_rcnn/fg_cls_accuracy": 0.7243823055924967, "iteration": 216019, "loss_box_reg": 0.21704977564513683, "loss_cls": 0.16700614616274834, "loss_mask": 0.22642724961042404, "loss_rpn_cls": 0.030379552859812975, "loss_rpn_loc": 0.07433895661961287, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996378398246168, "mask_rcnn/false_negative": 0.08908409569352874, "mask_rcnn/false_positive": 0.12013972236068884, "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": 0.9438825743272901, "total_loss": 0.7473153488244861}
{"data_time": 0.015094057656824589, "eta_seconds": 54156.59432301298, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.230135749423999, "fast_rcnn/fg_cls_accuracy": 0.740846437584935, "iteration": 216039, "loss_box_reg": 0.18976161815226078, "loss_cls": 0.14110831590369344, "loss_mask": 0.21061608474701643, "loss_rpn_cls": 0.02000216208398342, "loss_rpn_loc": 0.04870103276334703, "lr": 1e-05, "mask_rcnn/accuracy": 0.903583828489898, "mask_rcnn/false_negative": 0.08662925711376257, "mask_rcnn/false_positive": 0.1024492016510999, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.019474500324577, "total_loss": 0.6237300665234216}
{"data_time": 0.013712562154978514, "eta_seconds": 54133.93548144959, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2288704732707415, "fast_rcnn/fg_cls_accuracy": 0.7246870592933718, "iteration": 216059, "loss_box_reg": 0.20530493929982185, "loss_cls": 0.16268388833850622, "loss_mask": 0.23122939839959145, "loss_rpn_cls": 0.024080764036625624, "loss_rpn_loc": 0.0679396940395236, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071654299259805, "mask_rcnn/false_negative": 0.08173289446471785, "mask_rcnn/false_positive": 0.1044845736002598, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9921350721269846, "total_loss": 0.6997554753324948}
{"data_time": 0.02752299327403307, "eta_seconds": 54115.917796865106, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.23181559476380192, "fast_rcnn/fg_cls_accuracy": 0.7419067796610169, "iteration": 216079, "loss_box_reg": 0.20345435664057732, "loss_cls": 0.14395562186837196, "loss_mask": 0.21845662221312523, "loss_rpn_cls": 0.025294454651884735, "loss_rpn_loc": 0.06793299643322825, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042885646112979, "mask_rcnn/false_negative": 0.10392515652413527, "mask_rcnn/false_positive": 0.10863001863972055, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.0100335269235075, "total_loss": 0.6892051611794159}
{"data_time": 0.01451925653964281, "eta_seconds": 54081.85712345876, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2668912427343037, "fast_rcnn/fg_cls_accuracy": 0.7114081500046412, "iteration": 216099, "loss_box_reg": 0.19150514947250485, "loss_cls": 0.1473222468048334, "loss_mask": 0.21712638065218925, "loss_rpn_cls": 0.022899804986082017, "loss_rpn_loc": 0.06512977043166757, "lr": 1e-05, "mask_rcnn/accuracy": 0.906214758527743, "mask_rcnn/false_negative": 0.09071043348882349, "mask_rcnn/false_positive": 0.10000775567299207, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9767536111176014, "total_loss": 0.6498900760198012}
{"data_time": 0.01659065019339323, "eta_seconds": 54019.0019996278, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2800544217687075, "fast_rcnn/fg_cls_accuracy": 0.7063649635036496, "iteration": 216119, "loss_box_reg": 0.16090374812483788, "loss_cls": 0.1363666020333767, "loss_mask": 0.20697046257555485, "loss_rpn_cls": 0.022990163590293378, "loss_rpn_loc": 0.057215578854084015, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062044588124429, "mask_rcnn/false_negative": 0.08242903436254383, "mask_rcnn/false_positive": 0.08883551425455524, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9487604103051126, "total_loss": 0.5915248611709103}
{"data_time": 0.016750721726566553, "eta_seconds": 53986.455264128745, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.227935758620259, "fast_rcnn/fg_cls_accuracy": 0.7513552908758723, "iteration": 216139, "loss_box_reg": 0.17260658368468285, "loss_cls": 0.13410074776038527, "loss_mask": 0.21833741292357445, "loss_rpn_cls": 0.01894101919606328, "loss_rpn_loc": 0.06417933804914355, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084147083488818, "mask_rcnn/false_negative": 0.07746907969084564, "mask_rcnn/false_positive": 0.10857811356531125, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9980697515420616, "total_loss": 0.6356390072032809}
{"data_time": 0.02665068907663226, "eta_seconds": 53961.27249609679, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2353416498701676, "fast_rcnn/fg_cls_accuracy": 0.756418554476807, "iteration": 216159, "loss_box_reg": 0.1963646151125431, "loss_cls": 0.14731078036129475, "loss_mask": 0.23151634447276592, "loss_rpn_cls": 0.026355830574175343, "loss_rpn_loc": 0.06404043198563159, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996050568664966, "mask_rcnn/false_negative": 0.09116585313620697, "mask_rcnn/false_positive": 0.1124183594254283, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9963844013400376, "total_loss": 0.6604058815864846}
{"data_time": 0.022871609777212143, "eta_seconds": 53946.36135008186, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24705719429441905, "fast_rcnn/fg_cls_accuracy": 0.7393450292397661, "iteration": 216179, "loss_box_reg": 0.22166951559484005, "loss_cls": 0.16124019399285316, "loss_mask": 0.23154502175748348, "loss_rpn_cls": 0.02865103882504627, "loss_rpn_loc": 0.08036904828622937, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077885420827232, "mask_rcnn/false_negative": 0.09052100791083828, "mask_rcnn/false_positive": 0.0916260773290164, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.006797499023378, "total_loss": 0.7060619661933742}
{"data_time": 0.0170994708314538, "eta_seconds": 53905.730418954045, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.25525271692254614, "fast_rcnn/fg_cls_accuracy": 0.7195054945054945, "iteration": 216199, "loss_box_reg": 0.19488989934325218, "loss_cls": 0.15086940955370665, "loss_mask": 0.2246019896119833, "loss_rpn_cls": 0.022587815183214843, "loss_rpn_loc": 0.07371809962205589, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053433605477863, "mask_rcnn/false_negative": 0.09401813614492038, "mask_rcnn/false_positive": 0.1055699583092008, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9838435417041183, "total_loss": 0.664763898937963}
{"data_time": 0.015351823531091213, "eta_seconds": 53901.13734844141, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26904508252164505, "fast_rcnn/fg_cls_accuracy": 0.7154609713203464, "iteration": 216219, "loss_box_reg": 0.1972795627079904, "loss_cls": 0.15372546203434467, "loss_mask": 0.2272092830389738, "loss_rpn_cls": 0.02367279736790806, "loss_rpn_loc": 0.05836823594290763, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083061697087033, "mask_rcnn/false_negative": 0.08391264964377353, "mask_rcnn/false_positive": 0.10680117452432879, "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": 1.0214288481511176, "total_loss": 0.6563746790052392}
{"data_time": 0.017171112820506096, "eta_seconds": 53811.963872909546, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22275776537572578, "fast_rcnn/fg_cls_accuracy": 0.775529905857151, "iteration": 216239, "loss_box_reg": 0.18668666947633028, "loss_cls": 0.14265754166990519, "loss_mask": 0.22546900808811188, "loss_rpn_cls": 0.022808143927250057, "loss_rpn_loc": 0.06513787992298603, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018072139195306, "mask_rcnn/false_negative": 0.07476979152282745, "mask_rcnn/false_positive": 0.1144018382257948, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9837182895280421, "total_loss": 0.6425049097742885}
{"data_time": 0.015699120704084635, "eta_seconds": 53827.36158535816, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24588271990018715, "fast_rcnn/fg_cls_accuracy": 0.7269414252170125, "iteration": 216259, "loss_box_reg": 0.19812982995063066, "loss_cls": 0.15426485892385244, "loss_mask": 0.2159830890595913, "loss_rpn_cls": 0.02799714164575562, "loss_rpn_loc": 0.06862104963511229, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026332296647508, "mask_rcnn/false_negative": 0.08557902491204472, "mask_rcnn/false_positive": 0.10906751219695118, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0180041883140802, "total_loss": 0.6764793488546275}
{"data_time": 0.016465008724480867, "eta_seconds": 53800.29068596661, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2926791422276014, "fast_rcnn/fg_cls_accuracy": 0.6965662476638824, "iteration": 216279, "loss_box_reg": 0.20461276173591614, "loss_cls": 0.14972862787544727, "loss_mask": 0.2328445129096508, "loss_rpn_cls": 0.02463676515617408, "loss_rpn_loc": 0.06705114059150219, "lr": 1e-05, "mask_rcnn/accuracy": 0.8914681724276454, "mask_rcnn/false_negative": 0.08906269252010149, "mask_rcnn/false_positive": 0.12983816988427824, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0072809420526028, "total_loss": 0.6925309231737629}
{"data_time": 0.01905470620840788, "eta_seconds": 53787.29655998759, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28120665742024964, "fast_rcnn/fg_cls_accuracy": 0.6837719298245615, "iteration": 216299, "loss_box_reg": 0.20812667906284332, "loss_cls": 0.16616068221628666, "loss_mask": 0.22450514510273933, "loss_rpn_cls": 0.029891673591919243, "loss_rpn_loc": 0.07537286076694727, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971845439702694, "mask_rcnn/false_negative": 0.09081452898818926, "mask_rcnn/false_positive": 0.11677744683992468, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 1.0188235989771783, "total_loss": 0.7223654451081529}
{"data_time": 0.016201527323573828, "eta_seconds": 53755.684501975775, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.23002787357679405, "fast_rcnn/fg_cls_accuracy": 0.7547169811320755, "iteration": 216319, "loss_box_reg": 0.19551496021449566, "loss_cls": 0.1393734784796834, "loss_mask": 0.22123942151665688, "loss_rpn_cls": 0.02094228408532217, "loss_rpn_loc": 0.0681787608191371, "lr": 1e-05, "mask_rcnn/accuracy": 0.9130319184590263, "mask_rcnn/false_negative": 0.0907539561482893, "mask_rcnn/false_positive": 0.09032935525185919, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9681697860360146, "total_loss": 0.6536483886884525}
{"data_time": 0.01763731800019741, "eta_seconds": 53698.2268005237, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.26182858250921076, "fast_rcnn/fg_cls_accuracy": 0.7161635432546167, "iteration": 216339, "loss_box_reg": 0.22950696758925915, "loss_cls": 0.17241582879796624, "loss_mask": 0.23723029531538486, "loss_rpn_cls": 0.02726211881963536, "loss_rpn_loc": 0.0766083769267425, "lr": 1e-05, "mask_rcnn/accuracy": 0.905375171795181, "mask_rcnn/false_negative": 0.08051226529432529, "mask_rcnn/false_positive": 0.11203465993870634, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.998036143835634, "total_loss": 0.7498656954267062}
{"data_time": 0.022416725289076567, "eta_seconds": 53678.21255274117, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.21796679197994986, "fast_rcnn/fg_cls_accuracy": 0.7409147869674185, "iteration": 216359, "loss_box_reg": 0.1990572502836585, "loss_cls": 0.14484090125188231, "loss_mask": 0.23256932385265827, "loss_rpn_cls": 0.030949742707889527, "loss_rpn_loc": 0.07327628694474697, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073399839053705, "mask_rcnn/false_negative": 0.09210097682372095, "mask_rcnn/false_positive": 0.0876855471191001, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9981013773940504, "total_loss": 0.6584799082484096}
{"data_time": 0.016099251341074705, "eta_seconds": 53661.54703990556, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.210075809358106, "fast_rcnn/fg_cls_accuracy": 0.7840022029596284, "iteration": 216379, "loss_box_reg": 0.19570904038846493, "loss_cls": 0.1376158888451755, "loss_mask": 0.21156403608620167, "loss_rpn_cls": 0.02257142390590161, "loss_rpn_loc": 0.053664477774873376, "lr": 1e-05, "mask_rcnn/accuracy": 0.9220260990904758, "mask_rcnn/false_negative": 0.08367825894389261, "mask_rcnn/false_positive": 0.08234940330311279, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.01850714860484, "total_loss": 0.636271892755758}
{"data_time": 0.020031254272907972, "eta_seconds": 53660.01441143453, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2339756389776358, "fast_rcnn/fg_cls_accuracy": 0.7298528713811105, "iteration": 216399, "loss_box_reg": 0.19369941018521786, "loss_cls": 0.1480549182742834, "loss_mask": 0.21459148451685905, "loss_rpn_cls": 0.024960688082501292, "loss_rpn_loc": 0.06702141463756561, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057157613793527, "mask_rcnn/false_negative": 0.07914070675978596, "mask_rcnn/false_positive": 0.10259701726199166, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0145401577465236, "total_loss": 0.6418345573474653}
{"data_time": 0.024093151558190584, "eta_seconds": 53624.325106702745, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2736353146542797, "fast_rcnn/fg_cls_accuracy": 0.7112842092697048, "iteration": 216419, "loss_box_reg": 0.2178920041769743, "loss_cls": 0.1634423304349184, "loss_mask": 0.21448086202144623, "loss_rpn_cls": 0.028694507898762822, "loss_rpn_loc": 0.08027049677912146, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982529185938388, "mask_rcnn/false_negative": 0.07523196280303932, "mask_rcnn/false_positive": 0.11608727859008436, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0029304958879948, "total_loss": 0.7034796055522747}
{"data_time": 0.013720413204282522, "eta_seconds": 53577.574996724725, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2940770278156001, "fast_rcnn/fg_cls_accuracy": 0.689622641509434, "iteration": 216439, "loss_box_reg": 0.18193077854812145, "loss_cls": 0.13400560710579157, "loss_mask": 0.2147534992545843, "loss_rpn_cls": 0.028510732081485912, "loss_rpn_loc": 0.058315479662269354, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998451036345679, "mask_rcnn/false_negative": 0.08316079372226529, "mask_rcnn/false_positive": 0.10748160752998931, "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": 0.9798386758193374, "total_loss": 0.6150678044359665}
{"data_time": 0.015119000803679228, "eta_seconds": 53576.762925693765, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.24964189416919447, "fast_rcnn/fg_cls_accuracy": 0.7418693812797461, "iteration": 216459, "loss_box_reg": 0.20632029697299004, "loss_cls": 0.15708254650235176, "loss_mask": 0.22432778030633926, "loss_rpn_cls": 0.02795138629153371, "loss_rpn_loc": 0.06270222703460604, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032345927282204, "mask_rcnn/false_negative": 0.09547256564408285, "mask_rcnn/false_positive": 0.10123484661938015, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.006694678682834, "total_loss": 0.6809454961912706}
{"data_time": 0.025621886365115643, "eta_seconds": 53556.74919281155, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.28387737571137117, "fast_rcnn/fg_cls_accuracy": 0.7045895281189399, "iteration": 216479, "loss_box_reg": 0.1917613185942173, "loss_cls": 0.1388271190226078, "loss_mask": 0.22191778384149075, "loss_rpn_cls": 0.027217995608225465, "loss_rpn_loc": 0.06572245887946337, "lr": 1e-05, "mask_rcnn/accuracy": 0.900990995548361, "mask_rcnn/false_negative": 0.08363060301034911, "mask_rcnn/false_positive": 0.10548651927344461, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9973536804318428, "total_loss": 0.6580168351792963}
{"data_time": 0.01368441665545106, "eta_seconds": 53544.25892513245, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2675009134088418, "fast_rcnn/fg_cls_accuracy": 0.7102002015759574, "iteration": 216499, "loss_box_reg": 0.18876711279153824, "loss_cls": 0.13540763454511762, "loss_mask": 0.22168012522161007, "loss_rpn_cls": 0.022202490727067925, "loss_rpn_loc": 0.0561435641720891, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082551120044204, "mask_rcnn/false_negative": 0.08751125943436561, "mask_rcnn/false_positive": 0.10633571127640123, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0128488382324576, "total_loss": 0.6281060440232977}
{"data_time": 0.016088655684143305, "eta_seconds": 53530.784172881395, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.26006441223832527, "fast_rcnn/fg_cls_accuracy": 0.7157361944595988, "iteration": 216519, "loss_box_reg": 0.20254263281822205, "loss_cls": 0.1598196467384696, "loss_mask": 0.22439355589449406, "loss_rpn_cls": 0.023282698588445783, "loss_rpn_loc": 0.058332397253252566, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993016746609952, "mask_rcnn/false_negative": 0.09781804110266454, "mask_rcnn/false_positive": 0.11681867939852712, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9814694370143116, "total_loss": 0.6769601356354542}
{"data_time": 0.022767480462789536, "eta_seconds": 53534.25129007548, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2375352360817477, "fast_rcnn/fg_cls_accuracy": 0.7517387524451207, "iteration": 216539, "loss_box_reg": 0.18246136792004108, "loss_cls": 0.1393822068348527, "loss_mask": 0.21404598094522953, "loss_rpn_cls": 0.02603180636651814, "loss_rpn_loc": 0.0608834067825228, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087117504242712, "mask_rcnn/false_negative": 0.08307088815972402, "mask_rcnn/false_positive": 0.10158816156483283, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9835253418423235, "total_loss": 0.6194210585672408}
{"data_time": 0.01665694685652852, "eta_seconds": 53499.83526393771, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2430510491023145, "fast_rcnn/fg_cls_accuracy": 0.739994425863991, "iteration": 216559, "loss_box_reg": 0.19655878376215696, "loss_cls": 0.15612810757011175, "loss_mask": 0.21908678114414215, "loss_rpn_cls": 0.026837958372198045, "loss_rpn_loc": 0.06580799794755876, "lr": 1e-05, "mask_rcnn/accuracy": 0.9129261843491048, "mask_rcnn/false_negative": 0.06827873562584943, "mask_rcnn/false_positive": 0.10878346724743493, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0049699414521456, "total_loss": 0.6537778632482514}
{"data_time": 0.015608065761625767, "eta_seconds": 53450.72697021067, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22522478016006325, "fast_rcnn/fg_cls_accuracy": 0.7431151771053249, "iteration": 216579, "loss_box_reg": 0.20055488776415586, "loss_cls": 0.13801793195307255, "loss_mask": 0.22300592064857483, "loss_rpn_cls": 0.02446477848570794, "loss_rpn_loc": 0.059205213794484735, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074075985660509, "mask_rcnn/false_negative": 0.0846064520199812, "mask_rcnn/false_positive": 0.11185870689601662, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.977625475730747, "total_loss": 0.6548144309199415}
{"data_time": 0.019604642409831285, "eta_seconds": 53425.5379518494, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2861994547932758, "fast_rcnn/fg_cls_accuracy": 0.7065593321407275, "iteration": 216599, "loss_box_reg": 0.20190169475972652, "loss_cls": 0.1560680428519845, "loss_mask": 0.22108110412955284, "loss_rpn_cls": 0.028201639070175588, "loss_rpn_loc": 0.07832246250472963, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059131681698898, "mask_rcnn/false_negative": 0.09365311318776273, "mask_rcnn/false_positive": 0.08850713577393651, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0103699984028935, "total_loss": 0.6997569017694332}
{"data_time": 0.02509733848273754, "eta_seconds": 53430.689213695005, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.24964589235127477, "fast_rcnn/fg_cls_accuracy": 0.7080241587575496, "iteration": 216619, "loss_box_reg": 0.22100631706416607, "loss_cls": 0.15566093754023314, "loss_mask": 0.23097360506653786, "loss_rpn_cls": 0.027179001888725907, "loss_rpn_loc": 0.08595067355781794, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958833049297147, "mask_rcnn/false_negative": 0.09978284594408082, "mask_rcnn/false_positive": 0.11661815711955778, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9924496742896736, "total_loss": 0.7395819202647544}
{"data_time": 0.017906387336552143, "eta_seconds": 53433.66705369204, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2759820785662853, "fast_rcnn/fg_cls_accuracy": 0.6885515087889311, "iteration": 216639, "loss_box_reg": 0.20272968709468842, "loss_cls": 0.16445675399154425, "loss_mask": 0.21779309213161469, "loss_rpn_cls": 0.025914544850820675, "loss_rpn_loc": 0.05656345665920526, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058880094239246, "mask_rcnn/false_negative": 0.0967020784964032, "mask_rcnn/false_positive": 0.09905247062603575, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0094399945810437, "total_loss": 0.6727099741110578}
{"data_time": 0.013465486001223326, "eta_seconds": 53384.12656199187, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.21044285876090157, "fast_rcnn/fg_cls_accuracy": 0.7323622323622323, "iteration": 216659, "loss_box_reg": 0.19533903151750565, "loss_cls": 0.14486881345510483, "loss_mask": 0.20882942341268063, "loss_rpn_cls": 0.02847427478991449, "loss_rpn_loc": 0.06856208853423595, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139672862590849, "mask_rcnn/false_negative": 0.07793604365394352, "mask_rcnn/false_positive": 0.09717897239079457, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.995637908577919, "total_loss": 0.6674704139586538}
{"data_time": 0.016802957747131586, "eta_seconds": 53379.7009033151, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.20622171945701356, "fast_rcnn/fg_cls_accuracy": 0.7729933110367893, "iteration": 216679, "loss_box_reg": 0.19719745963811874, "loss_cls": 0.13901242380961776, "loss_mask": 0.22715885750949383, "loss_rpn_cls": 0.02736721804831177, "loss_rpn_loc": 0.06848753127269447, "lr": 1e-05, "mask_rcnn/accuracy": 0.907269731522746, "mask_rcnn/false_negative": 0.07777842237682689, "mask_rcnn/false_positive": 0.10458430140507721, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0039492570795119, "total_loss": 0.6874006505822763}
{"data_time": 0.014986309222877026, "eta_seconds": 53352.066789986566, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.21979228486646885, "fast_rcnn/fg_cls_accuracy": 0.7766076696165192, "iteration": 216699, "loss_box_reg": 0.21345677971839905, "loss_cls": 0.14691083505749702, "loss_mask": 0.22006396017968655, "loss_rpn_cls": 0.029430536727886647, "loss_rpn_loc": 0.07519302237778902, "lr": 1e-05, "mask_rcnn/accuracy": 0.904827954838746, "mask_rcnn/false_negative": 0.08297357525027341, "mask_rcnn/false_positive": 0.10890348475833439, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 0.9939233590848744, "total_loss": 0.6887651783181354}
{"data_time": 0.01869010552763939, "eta_seconds": 53339.65611644089, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.19021281860925515, "fast_rcnn/fg_cls_accuracy": 0.793553028361945, "iteration": 216719, "loss_box_reg": 0.18098200857639313, "loss_cls": 0.13310164771974087, "loss_mask": 0.21463224478065968, "loss_rpn_cls": 0.025683144514914602, "loss_rpn_loc": 0.06572072743438184, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101007964161274, "mask_rcnn/false_negative": 0.08243675045709559, "mask_rcnn/false_positive": 0.10249596824954309, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0124728893861175, "total_loss": 0.640582871506922}
{"data_time": 0.019123473670333624, "eta_seconds": 53312.027715472504, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2404628619462379, "fast_rcnn/fg_cls_accuracy": 0.7397474648114034, "iteration": 216739, "loss_box_reg": 0.23312911484390497, "loss_cls": 0.1639222027733922, "loss_mask": 0.22610437497496605, "loss_rpn_cls": 0.02852841396816075, "loss_rpn_loc": 0.07544904667884111, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100451656072266, "mask_rcnn/false_negative": 0.08347903965294795, "mask_rcnn/false_positive": 0.10713171749787384, "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": 0.989792950451374, "total_loss": 0.7467193584889174}
{"data_time": 0.019012893084436655, "eta_seconds": 53290.19140981138, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.26130153999006456, "fast_rcnn/fg_cls_accuracy": 0.7291884664573887, "iteration": 216759, "loss_box_reg": 0.20540246088057756, "loss_cls": 0.14690716657787561, "loss_mask": 0.2191302292048931, "loss_rpn_cls": 0.02529775776201859, "loss_rpn_loc": 0.06859173643169925, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091279254777095, "mask_rcnn/false_negative": 0.08638431523417107, "mask_rcnn/false_positive": 0.09838894658839206, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9720126073807478, "total_loss": 0.6936112469993532}
{"data_time": 0.01940618548542261, "eta_seconds": 53270.17255503684, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21171298922291548, "fast_rcnn/fg_cls_accuracy": 0.7455342096393663, "iteration": 216779, "loss_box_reg": 0.18994575180113316, "loss_cls": 0.14055675361305475, "loss_mask": 0.21316277980804443, "loss_rpn_cls": 0.025191607302986085, "loss_rpn_loc": 0.07436162792146206, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012461135783115, "mask_rcnn/false_negative": 0.08390123601412958, "mask_rcnn/false_positive": 0.11292324863216528, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0184258362278342, "total_loss": 0.6335075236856937}
{"data_time": 0.017841637134552002, "eta_seconds": 53223.27920906246, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21973385264524503, "fast_rcnn/fg_cls_accuracy": 0.7357549857549857, "iteration": 216799, "loss_box_reg": 0.19603004679083824, "loss_cls": 0.15747579326853156, "loss_mask": 0.2120420429855585, "loss_rpn_cls": 0.024781129555776715, "loss_rpn_loc": 0.06529421848244965, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072930145172033, "mask_rcnn/false_negative": 0.0918529343699053, "mask_rcnn/false_positive": 0.09935354845306867, "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": 0.9849175200797617, "total_loss": 0.6714764365460724}
{"data_time": 0.01740062888711691, "eta_seconds": 53162.411834737286, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23674228996809643, "fast_rcnn/fg_cls_accuracy": 0.7401767793731666, "iteration": 216819, "loss_box_reg": 0.19247570540755987, "loss_cls": 0.1487574065104127, "loss_mask": 0.2085969764739275, "loss_rpn_cls": 0.01970624760724604, "loss_rpn_loc": 0.05903916840907186, "lr": 1e-05, "mask_rcnn/accuracy": 0.9145294857218449, "mask_rcnn/false_negative": 0.07918961064543267, "mask_rcnn/false_positive": 0.1003264964801185, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.999061425216496, "total_loss": 0.6423238948336802}
{"data_time": 0.015939970035105944, "eta_seconds": 53152.03353893012, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25380522277279477, "fast_rcnn/fg_cls_accuracy": 0.7259214661474346, "iteration": 216839, "loss_box_reg": 0.20899558812379837, "loss_cls": 0.16286290949210525, "loss_mask": 0.2163325697183609, "loss_rpn_cls": 0.026734674465842545, "loss_rpn_loc": 0.06982788164168596, "lr": 1e-05, "mask_rcnn/accuracy": 0.9051620417999366, "mask_rcnn/false_negative": 0.08561540278791374, "mask_rcnn/false_positive": 0.10142206489966368, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.009385590441525, "total_loss": 0.6717194502416532}
{"data_time": 0.021195475943386555, "eta_seconds": 53122.42506389506, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2783993115318416, "fast_rcnn/fg_cls_accuracy": 0.7216006884681583, "iteration": 216859, "loss_box_reg": 0.2011067196726799, "loss_cls": 0.1477650525048375, "loss_mask": 0.22496815957129002, "loss_rpn_cls": 0.026572585746180266, "loss_rpn_loc": 0.0649855675874278, "lr": 1e-05, "mask_rcnn/accuracy": 0.8902106890846537, "mask_rcnn/false_negative": 0.10461395972338365, "mask_rcnn/false_positive": 0.11096920091009216, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0060077044181526, "total_loss": 0.6647388642304577}
{"data_time": 0.014833015389740467, "eta_seconds": 53093.28633606434, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.29894624694111965, "fast_rcnn/fg_cls_accuracy": 0.6719550650374457, "iteration": 216879, "loss_box_reg": 0.1934339478611946, "loss_cls": 0.14438362699002028, "loss_mask": 0.21175621636211872, "loss_rpn_cls": 0.020553720882162452, "loss_rpn_loc": 0.06024948647245765, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046235481000591, "mask_rcnn/false_negative": 0.07971444282579265, "mask_rcnn/false_positive": 0.11075548582829259, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0006090397946537, "total_loss": 0.6281314686057158}
{"data_time": 0.015277900267392397, "eta_seconds": 53049.81493768282, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23814562902887054, "fast_rcnn/fg_cls_accuracy": 0.7396558518323919, "iteration": 216899, "loss_box_reg": 0.19309477880597115, "loss_cls": 0.13706604484468699, "loss_mask": 0.21067599952220917, "loss_rpn_cls": 0.025910349446348846, "loss_rpn_loc": 0.05172909772954881, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125387525191382, "mask_rcnn/false_negative": 0.08520054362665527, "mask_rcnn/false_positive": 0.08384975426503749, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0001032715663314, "total_loss": 0.6406408428447321}
{"data_time": 0.01634544227272272, "eta_seconds": 53015.58747949079, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2031335522714833, "fast_rcnn/fg_cls_accuracy": 0.7889299397920088, "iteration": 216919, "loss_box_reg": 0.20057492423802614, "loss_cls": 0.14495339710265398, "loss_mask": 0.2274288646876812, "loss_rpn_cls": 0.027265218261163682, "loss_rpn_loc": 0.0775023614987731, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027138599960154, "mask_rcnn/false_negative": 0.09141910322273926, "mask_rcnn/false_positive": 0.10992503358422587, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0164170125499368, "total_loss": 0.6970555643201806}
{"data_time": 0.0152278495952487, "eta_seconds": 53033.31650963053, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.22162162162162163, "fast_rcnn/fg_cls_accuracy": 0.7558445463429302, "iteration": 216939, "loss_box_reg": 0.18086072243750095, "loss_cls": 0.12866157479584217, "loss_mask": 0.21033121645450592, "loss_rpn_cls": 0.019082233018707484, "loss_rpn_loc": 0.04310902289580554, "lr": 1e-05, "mask_rcnn/accuracy": 0.9107728007250244, "mask_rcnn/false_negative": 0.07215177911011211, "mask_rcnn/false_positive": 0.10426954560398362, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0108974506147206, "total_loss": 0.5961147961788811}
{"data_time": 0.013670213520526886, "eta_seconds": 52948.72928325087, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2712136919503158, "fast_rcnn/fg_cls_accuracy": 0.7144724265770723, "iteration": 216959, "loss_box_reg": 0.19679181464016438, "loss_cls": 0.14342448581010103, "loss_mask": 0.2238664273172617, "loss_rpn_cls": 0.02387409587390721, "loss_rpn_loc": 0.07335951225832105, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994424200192344, "mask_rcnn/false_negative": 0.08787807534752601, "mask_rcnn/false_positive": 0.103372821692752, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9803943950682878, "total_loss": 0.6498859423445538}
{"data_time": 0.0158354165032506, "eta_seconds": 52900.47376457602, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2528108196187062, "fast_rcnn/fg_cls_accuracy": 0.7379012546846994, "iteration": 216979, "loss_box_reg": 0.21063540037721395, "loss_cls": 0.16031038062646985, "loss_mask": 0.21848888136446476, "loss_rpn_cls": 0.031187271524686366, "loss_rpn_loc": 0.08384460979141295, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025183757568962, "mask_rcnn/false_negative": 0.08800706078780132, "mask_rcnn/false_positive": 0.10763684987757072, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.9865225562825799, "total_loss": 0.727357741445303}
{"data_time": 0.02524761250242591, "eta_seconds": 52880.51885180175, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.20941311852704259, "fast_rcnn/fg_cls_accuracy": 0.7524693394929329, "iteration": 216999, "loss_box_reg": 0.20520404912531376, "loss_cls": 0.15318239200860262, "loss_mask": 0.22366487607359886, "loss_rpn_cls": 0.028877119853859767, "loss_rpn_loc": 0.06389479606878012, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047065612782309, "mask_rcnn/false_negative": 0.08763563945875602, "mask_rcnn/false_positive": 0.11622477925137394, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0141832125373185, "total_loss": 0.7007082400523359}
{"data_time": 0.01277177594602108, "eta_seconds": 52881.43974755891, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.24280013069454817, "fast_rcnn/fg_cls_accuracy": 0.7339825929904868, "iteration": 217019, "loss_box_reg": 0.1867954609915614, "loss_cls": 0.13690339867025614, "loss_mask": 0.21638807468116283, "loss_rpn_cls": 0.02299353777198121, "loss_rpn_loc": 0.05758327222429216, "lr": 1e-05, "mask_rcnn/accuracy": 0.9006442006613246, "mask_rcnn/false_negative": 0.09368070096387157, "mask_rcnn/false_positive": 0.09815521096966831, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9884282490238547, "total_loss": 0.6322236543055624}
{"data_time": 0.013540576212108135, "eta_seconds": 52856.417293548584, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.256531007751938, "fast_rcnn/fg_cls_accuracy": 0.7320090439276485, "iteration": 217039, "loss_box_reg": 0.19446973549202085, "loss_cls": 0.15758516639471054, "loss_mask": 0.225748130120337, "loss_rpn_cls": 0.022725689341314137, "loss_rpn_loc": 0.08245173585601151, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095545389987447, "mask_rcnn/false_negative": 0.08155725009487436, "mask_rcnn/false_positive": 0.09753239962886988, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0069894944317639, "total_loss": 0.6949816504784394}
{"data_time": 0.023252808023244143, "eta_seconds": 52856.97966103442, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.25906793567443387, "fast_rcnn/fg_cls_accuracy": 0.7267218060757387, "iteration": 217059, "loss_box_reg": 0.20103653892874718, "loss_cls": 0.1578096067532897, "loss_mask": 0.22569789923727512, "loss_rpn_cls": 0.028680849878583103, "loss_rpn_loc": 0.06630437355488539, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971967074167329, "mask_rcnn/false_negative": 0.09860539501647475, "mask_rcnn/false_positive": 0.09705960276929997, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.009540623985231, "total_loss": 0.6988345054560341}
{"data_time": 0.019649245776236057, "eta_seconds": 52837.01102497056, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.24866890850497408, "fast_rcnn/fg_cls_accuracy": 0.7184846939906457, "iteration": 217079, "loss_box_reg": 0.19467156007885933, "loss_cls": 0.14159920252859592, "loss_mask": 0.22164755128324032, "loss_rpn_cls": 0.021870187134481966, "loss_rpn_loc": 0.06571234320290387, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103870703258299, "mask_rcnn/false_negative": 0.07121991050422244, "mask_rcnn/false_positive": 0.11423967580930748, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0171033525839448, "total_loss": 0.6289895328227431}
{"data_time": 0.01766219176352024, "eta_seconds": 52873.39697247371, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21317196317196319, "fast_rcnn/fg_cls_accuracy": 0.7732172470978441, "iteration": 217099, "loss_box_reg": 0.19020915450528264, "loss_cls": 0.1512582553550601, "loss_mask": 0.22486537601798773, "loss_rpn_cls": 0.024127552518621087, "loss_rpn_loc": 0.05712411331478506, "lr": 1e-05, "mask_rcnn/accuracy": 0.904955304144784, "mask_rcnn/false_negative": 0.08535080510612654, "mask_rcnn/false_positive": 0.11263414260303123, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.025986686348915, "total_loss": 0.65486731659621}
{"data_time": 0.014566878322511911, "eta_seconds": 52931.65650758892, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24633431085043989, "fast_rcnn/fg_cls_accuracy": 0.7356230903535574, "iteration": 217119, "loss_box_reg": 0.20559973642230034, "loss_cls": 0.15394669491797686, "loss_mask": 0.22154510952532291, "loss_rpn_cls": 0.027777295443229377, "loss_rpn_loc": 0.0708924587816, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042387938033208, "mask_rcnn/false_negative": 0.08521434105387349, "mask_rcnn/false_positive": 0.10347270811898285, "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": 0.9880840820260346, "total_loss": 0.6966417430667207}
{"data_time": 0.01419227197766304, "eta_seconds": 52920.0077442918, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.25479226482013173, "fast_rcnn/fg_cls_accuracy": 0.7436110870881258, "iteration": 217139, "loss_box_reg": 0.20354880392551422, "loss_cls": 0.16112697077915072, "loss_mask": 0.21325984597206116, "loss_rpn_cls": 0.028879195917397738, "loss_rpn_loc": 0.07314871926791966, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073065195206468, "mask_rcnn/false_negative": 0.08604986932223058, "mask_rcnn/false_positive": 0.09395234520948832, "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": 0.996229070238769, "total_loss": 0.6785410554148257}
{"data_time": 0.014948458410799503, "eta_seconds": 52899.98503988609, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.21373809179392864, "fast_rcnn/fg_cls_accuracy": 0.7599812996727442, "iteration": 217159, "loss_box_reg": 0.1922218007966876, "loss_cls": 0.14038378838449717, "loss_mask": 0.2167903147637844, "loss_rpn_cls": 0.017705372505588457, "loss_rpn_loc": 0.06538628728594631, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101528961099002, "mask_rcnn/false_negative": 0.08947805866446411, "mask_rcnn/false_positive": 0.090774686251546, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0022009061649442, "total_loss": 0.6307972540380433}
{"data_time": 0.019419251941144466, "eta_seconds": 52893.742815619335, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26551873490978123, "fast_rcnn/fg_cls_accuracy": 0.7055696559503666, "iteration": 217179, "loss_box_reg": 0.20916861481964588, "loss_cls": 0.1557713970541954, "loss_mask": 0.22174146585166454, "loss_rpn_cls": 0.027570482925511897, "loss_rpn_loc": 0.07162955706007779, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069523542061284, "mask_rcnn/false_negative": 0.09479775115183617, "mask_rcnn/false_positive": 0.09669445984391037, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.009951515123248, "total_loss": 0.6903679652605206}
{"data_time": 0.02661501942202449, "eta_seconds": 52879.93139997125, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2366596638655462, "fast_rcnn/fg_cls_accuracy": 0.743397728094928, "iteration": 217199, "loss_box_reg": 0.18338586390018463, "loss_cls": 0.14333704952150583, "loss_mask": 0.20928392373025417, "loss_rpn_cls": 0.025356216763611883, "loss_rpn_loc": 0.06814950605621561, "lr": 1e-05, "mask_rcnn/accuracy": 0.9170775345344311, "mask_rcnn/false_negative": 0.07331760724126654, "mask_rcnn/false_positive": 0.09584230171159105, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0222793985158205, "total_loss": 0.6353844265686348}
{"data_time": 0.015062754973769188, "eta_seconds": 52866.04176323861, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2384437830286096, "fast_rcnn/fg_cls_accuracy": 0.7303193624218796, "iteration": 217219, "loss_box_reg": 0.213162949308753, "loss_cls": 0.1564333764836192, "loss_mask": 0.22313092462718487, "loss_rpn_cls": 0.026682571624405682, "loss_rpn_loc": 0.06336154951713979, "lr": 1e-05, "mask_rcnn/accuracy": 0.908748753166956, "mask_rcnn/false_negative": 0.07730663178973177, "mask_rcnn/false_positive": 0.1017749498084336, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.010649741627276, "total_loss": 0.6757810370763764}
{"data_time": 0.016629190184175968, "eta_seconds": 52886.69970091432, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.25727256853500957, "fast_rcnn/fg_cls_accuracy": 0.7398430933034463, "iteration": 217239, "loss_box_reg": 0.2122716773301363, "loss_cls": 0.14718930050730705, "loss_mask": 0.223107336089015, "loss_rpn_cls": 0.02618521638214588, "loss_rpn_loc": 0.06695462262723595, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086849891069895, "mask_rcnn/false_negative": 0.08802094391384503, "mask_rcnn/false_positive": 0.0942227331840799, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0097405002452433, "total_loss": 0.7079671490937471}
{"data_time": 0.024128141347318888, "eta_seconds": 52847.49385334551, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.24536564625850338, "fast_rcnn/fg_cls_accuracy": 0.7452135273768341, "iteration": 217259, "loss_box_reg": 0.20641778595745564, "loss_cls": 0.1495568761602044, "loss_mask": 0.22442087344825268, "loss_rpn_cls": 0.024999284942168742, "loss_rpn_loc": 0.06709329574368894, "lr": 1e-05, "mask_rcnn/accuracy": 0.89489479393367, "mask_rcnn/false_negative": 0.09814815169400512, "mask_rcnn/false_positive": 0.11043398224455711, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0285042035393417, "total_loss": 0.701753489265684}
{"data_time": 0.015306874178349972, "eta_seconds": 52824.287263303995, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2658765322699749, "fast_rcnn/fg_cls_accuracy": 0.7296189632255206, "iteration": 217279, "loss_box_reg": 0.21543084736913443, "loss_cls": 0.1672314563766122, "loss_mask": 0.22826572135090828, "loss_rpn_cls": 0.030931111017707735, "loss_rpn_loc": 0.0760283712297678, "lr": 1e-05, "mask_rcnn/accuracy": 0.9118536900370379, "mask_rcnn/false_negative": 0.08554647459957854, "mask_rcnn/false_positive": 0.09858061060411416, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.993800416123122, "total_loss": 0.7393882787437178}
{"data_time": 0.015779836103320122, "eta_seconds": 52807.41232596338, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2548828125, "fast_rcnn/fg_cls_accuracy": 0.7325056834327934, "iteration": 217299, "loss_box_reg": 0.20282104052603245, "loss_cls": 0.15268119797110558, "loss_mask": 0.2077827900648117, "loss_rpn_cls": 0.028775574755854905, "loss_rpn_loc": 0.0692735817283392, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089559582453671, "mask_rcnn/false_negative": 0.09204972683704624, "mask_rcnn/false_positive": 0.09968590990151766, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0126742557622492, "total_loss": 0.6800110827898607}
{"data_time": 0.020101973321288824, "eta_seconds": 52829.02322636917, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2976398451683623, "fast_rcnn/fg_cls_accuracy": 0.667055789028973, "iteration": 217319, "loss_box_reg": 0.20038657262921333, "loss_cls": 0.15170435514301062, "loss_mask": 0.2169335689395666, "loss_rpn_cls": 0.026710692967753857, "loss_rpn_loc": 0.055851515382528305, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996475175727493, "mask_rcnn/false_negative": 0.09218025995703374, "mask_rcnn/false_positive": 0.10939854123081333, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.019895221106708, "total_loss": 0.6774941485491581}
{"data_time": 0.014724564272910357, "eta_seconds": 52804.93280157447, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2315336953494848, "fast_rcnn/fg_cls_accuracy": 0.7509790442861309, "iteration": 217339, "loss_box_reg": 0.19769513793289661, "loss_cls": 0.15155000612139702, "loss_mask": 0.22353089042007923, "loss_rpn_cls": 0.02585073100635782, "loss_rpn_loc": 0.07892443216405809, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030174733941163, "mask_rcnn/false_negative": 0.09000984644068337, "mask_rcnn/false_positive": 0.10449997872660008, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9855985515750945, "total_loss": 0.6780603642691858}
{"data_time": 0.014605564065277576, "eta_seconds": 52747.290034890175, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.23364705882352943, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 217359, "loss_box_reg": 0.2030086382292211, "loss_cls": 0.15690951980650425, "loss_mask": 0.21602971106767654, "loss_rpn_cls": 0.03086245380109176, "loss_rpn_loc": 0.0703217494301498, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058107733834274, "mask_rcnn/false_negative": 0.07964612929679439, "mask_rcnn/false_positive": 0.11312579039221837, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9757231008261442, "total_loss": 0.673278373258654}
{"data_time": 0.02308414876461029, "eta_seconds": 52767.39806109108, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25155406662944346, "fast_rcnn/fg_cls_accuracy": 0.7173850574712644, "iteration": 217379, "loss_box_reg": 0.1851796619594097, "loss_cls": 0.14419636223465204, "loss_mask": 0.2170033771544695, "loss_rpn_cls": 0.02462419809307903, "loss_rpn_loc": 0.05947148008272052, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127763398412126, "mask_rcnn/false_negative": 0.08542147170714774, "mask_rcnn/false_positive": 0.09025626883421653, "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": 1.016424037516117, "total_loss": 0.6552137729013339}
{"data_time": 0.015066538471728563, "eta_seconds": 52685.30932581052, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.19703070417356133, "fast_rcnn/fg_cls_accuracy": 0.7543870279703331, "iteration": 217399, "loss_box_reg": 0.1986951855942607, "loss_cls": 0.15573740215040743, "loss_mask": 0.2163456678390503, "loss_rpn_cls": 0.02560645451376331, "loss_rpn_loc": 0.0767629574984312, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096083662184713, "mask_rcnn/false_negative": 0.08885140703288658, "mask_rcnn/false_positive": 0.09973966378290315, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9800053313374519, "total_loss": 0.6730163861066103}
{"data_time": 0.02398837124928832, "eta_seconds": 52639.329544659704, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2596230158730159, "fast_rcnn/fg_cls_accuracy": 0.7234866828087168, "iteration": 217419, "loss_box_reg": 0.17506718821823597, "loss_cls": 0.13405303144827485, "loss_mask": 0.21603518538177013, "loss_rpn_cls": 0.02277133212191984, "loss_rpn_loc": 0.05354365333914757, "lr": 1e-05, "mask_rcnn/accuracy": 0.9167516506602641, "mask_rcnn/false_negative": 0.07621584165958828, "mask_rcnn/false_positive": 0.10074573908153955, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9886203915812075, "total_loss": 0.6213799815159291}
{"data_time": 0.014006476383656263, "eta_seconds": 52619.30697731674, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.28445032455451275, "fast_rcnn/fg_cls_accuracy": 0.7096870219539422, "iteration": 217439, "loss_box_reg": 0.19164357613772154, "loss_cls": 0.1410221317782998, "loss_mask": 0.22577622905373573, "loss_rpn_cls": 0.023116798314731568, "loss_rpn_loc": 0.07588840299285948, "lr": 1e-05, "mask_rcnn/accuracy": 0.8935166254001601, "mask_rcnn/false_negative": 0.09036132893076237, "mask_rcnn/false_positive": 0.1141037763512385, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9849126059561968, "total_loss": 0.6557485891680699}
{"data_time": 0.01397328544408083, "eta_seconds": 52493.10120337643, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2737106705078235, "fast_rcnn/fg_cls_accuracy": 0.6902175766463186, "iteration": 217459, "loss_box_reg": 0.19654236175119877, "loss_cls": 0.1495850570499897, "loss_mask": 0.21354170702397823, "loss_rpn_cls": 0.02529216473340057, "loss_rpn_loc": 0.06180525594390929, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010159941499448, "mask_rcnn/false_negative": 0.0947741597875332, "mask_rcnn/false_positive": 0.10470679828301928, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9834887711331248, "total_loss": 0.6614828496822156}
{"data_time": 0.014646491035819054, "eta_seconds": 52579.2618426308, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2376010030649206, "fast_rcnn/fg_cls_accuracy": 0.7554010321000613, "iteration": 217479, "loss_box_reg": 0.1996000250801444, "loss_cls": 0.15290207788348198, "loss_mask": 0.21723699197173119, "loss_rpn_cls": 0.023349095601588488, "loss_rpn_loc": 0.06325607607141137, "lr": 1e-05, "mask_rcnn/accuracy": 0.8964129354749419, "mask_rcnn/false_negative": 0.09429331521771002, "mask_rcnn/false_positive": 0.11601701344216564, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0391476536169648, "total_loss": 0.6708769991528243}
{"data_time": 0.023187267128378153, "eta_seconds": 52585.147140780464, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2575049825610364, "fast_rcnn/fg_cls_accuracy": 0.7121685980871799, "iteration": 217499, "loss_box_reg": 0.21425140276551247, "loss_cls": 0.158907076343894, "loss_mask": 0.21989799104630947, "loss_rpn_cls": 0.027581821661442518, "loss_rpn_loc": 0.06820489710662514, "lr": 1e-05, "mask_rcnn/accuracy": 0.8944195428955282, "mask_rcnn/false_negative": 0.09780955658268019, "mask_rcnn/false_positive": 0.10053363818059485, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0561913163401186, "total_loss": 0.7005756606231444}
{"data_time": 0.014572890009731054, "eta_seconds": 52565.11470377445, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2335347505338769, "fast_rcnn/fg_cls_accuracy": 0.7425147492625369, "iteration": 217519, "loss_box_reg": 0.18739712983369827, "loss_cls": 0.13872347446158528, "loss_mask": 0.20935150049626827, "loss_rpn_cls": 0.022647335979854688, "loss_rpn_loc": 0.0641316132969223, "lr": 1e-05, "mask_rcnn/accuracy": 0.9170522364871707, "mask_rcnn/false_negative": 0.08642931185937734, "mask_rcnn/false_positive": 0.08381071139791432, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.996064601931721, "total_loss": 0.6225110556697473}
{"data_time": 0.020301255397498608, "eta_seconds": 52556.95622320287, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.24028371743090204, "fast_rcnn/fg_cls_accuracy": 0.722435731673607, "iteration": 217539, "loss_box_reg": 0.19770749658346176, "loss_cls": 0.14325535111129284, "loss_mask": 0.21331682056188583, "loss_rpn_cls": 0.02415620966348797, "loss_rpn_loc": 0.06468025245703757, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094187688834476, "mask_rcnn/false_negative": 0.07498277509306173, "mask_rcnn/false_positive": 0.10656312398217677, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0126223568804562, "total_loss": 0.6649897094466724}
{"data_time": 0.014342043083161116, "eta_seconds": 52577.76279704645, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.23773080010703773, "fast_rcnn/fg_cls_accuracy": 0.7328118811881188, "iteration": 217559, "loss_box_reg": 0.19404346495866776, "loss_cls": 0.14805340580642223, "loss_mask": 0.20900468714535236, "loss_rpn_cls": 0.022227864857995883, "loss_rpn_loc": 0.05774173466488719, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092514434543583, "mask_rcnn/false_negative": 0.0813241595433232, "mask_rcnn/false_positive": 0.10037892073157662, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0274206255562603, "total_loss": 0.6510970093659125}
{"data_time": 0.01518100406974554, "eta_seconds": 52566.83782520704, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.26396325802098297, "fast_rcnn/fg_cls_accuracy": 0.7168989547038327, "iteration": 217579, "loss_box_reg": 0.19735422544181347, "loss_cls": 0.149129175581038, "loss_mask": 0.21583718806505203, "loss_rpn_cls": 0.027434659423306584, "loss_rpn_loc": 0.0598279619589448, "lr": 1e-05, "mask_rcnn/accuracy": 0.9181161001448327, "mask_rcnn/false_negative": 0.07663265994652649, "mask_rcnn/false_positive": 0.10180701199340081, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9802636941894889, "total_loss": 0.6712715144385584}
{"data_time": 0.012911859434098005, "eta_seconds": 52537.6577148214, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21670386904761907, "fast_rcnn/fg_cls_accuracy": 0.7663296258847321, "iteration": 217599, "loss_box_reg": 0.2076637428253889, "loss_cls": 0.15468876156955957, "loss_mask": 0.21901652961969376, "loss_rpn_cls": 0.02583501976914704, "loss_rpn_loc": 0.06654436094686389, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018162829724342, "mask_rcnn/false_negative": 0.09272134339738869, "mask_rcnn/false_positive": 0.10073627628222688, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0146684641949832, "total_loss": 0.6951402359409258}
{"data_time": 0.01593433180823922, "eta_seconds": 52558.81768126041, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.22031715366658616, "fast_rcnn/fg_cls_accuracy": 0.7599039615846338, "iteration": 217619, "loss_box_reg": 0.2108460422605276, "loss_cls": 0.15232216008007526, "loss_mask": 0.2131457645446062, "loss_rpn_cls": 0.023059419385390356, "loss_rpn_loc": 0.06623860902618617, "lr": 1e-05, "mask_rcnn/accuracy": 0.9154202370986786, "mask_rcnn/false_negative": 0.07901800493144516, "mask_rcnn/false_positive": 0.10771187162558651, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0207995013333857, "total_loss": 0.656687923357822}
{"data_time": 0.011886869557201862, "eta_seconds": 52497.552632596344, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.250115016562385, "fast_rcnn/fg_cls_accuracy": 0.7377392344497608, "iteration": 217639, "loss_box_reg": 0.18970661610364914, "loss_cls": 0.13858773466199636, "loss_mask": 0.22430559061467648, "loss_rpn_cls": 0.028683824406471103, "loss_rpn_loc": 0.05634516617283225, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048209087810006, "mask_rcnn/false_negative": 0.08894823253407502, "mask_rcnn/false_positive": 0.09825877194103794, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9670143378898501, "total_loss": 0.648271206417121}
{"data_time": 0.0155849764123559, "eta_seconds": 52486.61373085342, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.21963102507470444, "fast_rcnn/fg_cls_accuracy": 0.7324549934627376, "iteration": 217659, "loss_box_reg": 0.2086128992959857, "loss_cls": 0.15305114910006523, "loss_mask": 0.2120694573968649, "loss_rpn_cls": 0.025747663341462612, "loss_rpn_loc": 0.06946733850054443, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101439505582548, "mask_rcnn/false_negative": 0.08585634027283809, "mask_rcnn/false_positive": 0.09118979355975014, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9988012574613094, "total_loss": 0.6724814253393561}
{"data_time": 0.01582216192036867, "eta_seconds": 52432.38657899201, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24990847431500252, "fast_rcnn/fg_cls_accuracy": 0.7099567099567099, "iteration": 217679, "loss_box_reg": 0.17359712067991495, "loss_cls": 0.13772901333868504, "loss_mask": 0.22222677618265152, "loss_rpn_cls": 0.027959514583926648, "loss_rpn_loc": 0.06817674729973078, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019592726029938, "mask_rcnn/false_negative": 0.09172969069793185, "mask_rcnn/false_positive": 0.10718242870354854, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9657040596939623, "total_loss": 0.648471194668673}
{"data_time": 0.02377724088728428, "eta_seconds": 52437.39500925876, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.26736300003626734, "fast_rcnn/fg_cls_accuracy": 0.7190308370044053, "iteration": 217699, "loss_box_reg": 0.19536566734313965, "loss_cls": 0.13942067231982946, "loss_mask": 0.20896693598479033, "loss_rpn_cls": 0.023577746789669618, "loss_rpn_loc": 0.05945130670443177, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095607186840253, "mask_rcnn/false_negative": 0.08711422656579199, "mask_rcnn/false_positive": 0.10095531355612236, "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": 1.0058791311457753, "total_loss": 0.6348796186503023}
{"data_time": 0.014062381815165281, "eta_seconds": 52279.82162585482, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.23574693474165354, "fast_rcnn/fg_cls_accuracy": 0.7425494685504737, "iteration": 217719, "loss_box_reg": 0.20122943073511124, "loss_cls": 0.1529219038784504, "loss_mask": 0.21112154051661491, "loss_rpn_cls": 0.03025820935727097, "loss_rpn_loc": 0.069811632623896, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075204188970749, "mask_rcnn/false_negative": 0.07097320114474456, "mask_rcnn/false_positive": 0.11274899699635894, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9376840838231146, "total_loss": 0.6700477278209291}
{"data_time": 0.014061321038752794, "eta_seconds": 52362.01516835019, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.22920076377523185, "fast_rcnn/fg_cls_accuracy": 0.7560379528464636, "iteration": 217739, "loss_box_reg": 0.19300510827451944, "loss_cls": 0.14706185925751925, "loss_mask": 0.20349266473203897, "loss_rpn_cls": 0.02471851510927081, "loss_rpn_loc": 0.07224108127411455, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112065138964539, "mask_rcnn/false_negative": 0.07542014758580226, "mask_rcnn/false_positive": 0.09803285900697828, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0042000077664852, "total_loss": 0.6439408055157401}
{"data_time": 0.018565906211733818, "eta_seconds": 52348.89209881425, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2740447957839262, "fast_rcnn/fg_cls_accuracy": 0.6969817438354466, "iteration": 217759, "loss_box_reg": 0.1970009282231331, "loss_cls": 0.14695512223988771, "loss_mask": 0.21891077980399132, "loss_rpn_cls": 0.023182754521258175, "loss_rpn_loc": 0.061724508996121585, "lr": 1e-05, "mask_rcnn/accuracy": 0.8964027665461436, "mask_rcnn/false_negative": 0.08386368030679095, "mask_rcnn/false_positive": 0.12192760443679804, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9975768346339464, "total_loss": 0.6440330089535564}
{"data_time": 0.016283885575830936, "eta_seconds": 52247.88654342294, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24466218192453934, "fast_rcnn/fg_cls_accuracy": 0.7343443945154972, "iteration": 217779, "loss_box_reg": 0.18441328033804893, "loss_cls": 0.1396284680813551, "loss_mask": 0.21373965684324503, "loss_rpn_cls": 0.024632128537632525, "loss_rpn_loc": 0.06537516135722399, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035857959499503, "mask_rcnn/false_negative": 0.08353231225294398, "mask_rcnn/false_positive": 0.10750544339158971, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9813515744172037, "total_loss": 0.6223475605947897}
{"data_time": 0.02451080735772848, "eta_seconds": 52145.10866291821, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23172128259337563, "fast_rcnn/fg_cls_accuracy": 0.7471804511278195, "iteration": 217799, "loss_box_reg": 0.1981330793350935, "loss_cls": 0.14253261033445597, "loss_mask": 0.2125907400622964, "loss_rpn_cls": 0.02097644575405866, "loss_rpn_loc": 0.05171405692817643, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035980760311118, "mask_rcnn/false_negative": 0.08101347072290493, "mask_rcnn/false_positive": 0.09018295016323283, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.989796802867204, "total_loss": 0.6313053213525563}
{"data_time": 0.015182530973106623, "eta_seconds": 52258.92013562843, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.283162850672359, "fast_rcnn/fg_cls_accuracy": 0.7019318527532705, "iteration": 217819, "loss_box_reg": 0.17934895865619183, "loss_cls": 0.14491374138742685, "loss_mask": 0.2064265999943018, "loss_rpn_cls": 0.022915111083420925, "loss_rpn_loc": 0.06553672708105296, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968048311135869, "mask_rcnn/false_negative": 0.08252996961375672, "mask_rcnn/false_positive": 0.10632322061600996, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.023706715553999, "total_loss": 0.6167530895909294}
{"data_time": 0.019590667448937893, "eta_seconds": 52155.833653360605, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.29321756225425955, "fast_rcnn/fg_cls_accuracy": 0.6970948012232416, "iteration": 217839, "loss_box_reg": 0.19658041466027498, "loss_cls": 0.14950432069599628, "loss_mask": 0.21504034660756588, "loss_rpn_cls": 0.027051451848819852, "loss_rpn_loc": 0.0792272025719285, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989863114105741, "mask_rcnn/false_negative": 0.09856935162080284, "mask_rcnn/false_positive": 0.10847107250750389, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9802177678793669, "total_loss": 0.6892372580477968}
{"data_time": 0.01651623100042343, "eta_seconds": 52207.63557611033, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2204014939309057, "fast_rcnn/fg_cls_accuracy": 0.7331428571428571, "iteration": 217859, "loss_box_reg": 0.191536377184093, "loss_cls": 0.15302386973053217, "loss_mask": 0.21217983402311802, "loss_rpn_cls": 0.02501512342132628, "loss_rpn_loc": 0.07507681101560593, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077481747009148, "mask_rcnn/false_negative": 0.07726973068246318, "mask_rcnn/false_positive": 0.10218152064592412, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0276649822480977, "total_loss": 0.6586346382391639}
{"data_time": 0.014706231653690338, "eta_seconds": 52083.406336102635, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2633857484076433, "fast_rcnn/fg_cls_accuracy": 0.7273859820171162, "iteration": 217879, "loss_box_reg": 0.20479586347937584, "loss_cls": 0.16130475886166096, "loss_mask": 0.2167581543326378, "loss_rpn_cls": 0.026213072676910087, "loss_rpn_loc": 0.06322347826790065, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062855703002709, "mask_rcnn/false_negative": 0.0742072522153288, "mask_rcnn/false_positive": 0.10667030625766682, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9823622838594019, "total_loss": 0.6855258503055666}
{"data_time": 0.0140363285318017, "eta_seconds": 52063.420378183946, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.26653454072808913, "fast_rcnn/fg_cls_accuracy": 0.7099111734455353, "iteration": 217899, "loss_box_reg": 0.18934772163629532, "loss_cls": 0.14613677002489567, "loss_mask": 0.21326988376677036, "loss_rpn_cls": 0.02007033140398562, "loss_rpn_loc": 0.06398966140113771, "lr": 1e-05, "mask_rcnn/accuracy": 0.913325084155687, "mask_rcnn/false_negative": 0.07639564702070578, "mask_rcnn/false_positive": 0.09852190018941961, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0006771911866963, "total_loss": 0.6529516414739192}
{"data_time": 0.016122610308229923, "eta_seconds": 51939.462353400886, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.22746481461066403, "fast_rcnn/fg_cls_accuracy": 0.735223297442188, "iteration": 217919, "loss_box_reg": 0.20168380625545979, "loss_cls": 0.14914988819509745, "loss_mask": 0.2143145278096199, "loss_rpn_cls": 0.022089095669798553, "loss_rpn_loc": 0.06996233854442835, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086777657790301, "mask_rcnn/false_negative": 0.08159326007289058, "mask_rcnn/false_positive": 0.1046277030126481, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9625820727087557, "total_loss": 0.6504492345266044}
{"data_time": 0.018568112514913082, "eta_seconds": 51936.90255632624, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2940320572673514, "fast_rcnn/fg_cls_accuracy": 0.686587098607559, "iteration": 217939, "loss_box_reg": 0.2134816786274314, "loss_cls": 0.15237659215927124, "loss_mask": 0.22259529493749142, "loss_rpn_cls": 0.03202409250661731, "loss_rpn_loc": 0.06995307514443994, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065934026842712, "mask_rcnn/false_negative": 0.08758634552654573, "mask_rcnn/false_positive": 0.10621305459350958, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0161024280823767, "total_loss": 0.6889774603478145}
{"data_time": 0.0128011554479599, "eta_seconds": 52141.585712991655, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.24063376013334342, "fast_rcnn/fg_cls_accuracy": 0.7477513580906581, "iteration": 217959, "loss_box_reg": 0.20636706426739693, "loss_cls": 0.15967417042702436, "loss_mask": 0.22103478014469147, "loss_rpn_cls": 0.027763650752604008, "loss_rpn_loc": 0.06877253553830087, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112800584151186, "mask_rcnn/false_negative": 0.08276623179260628, "mask_rcnn/false_positive": 0.09176270621330154, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0236081555485725, "total_loss": 0.6988442946458235}
{"data_time": 0.013160145375877619, "eta_seconds": 52138.31051372923, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22580173220973782, "fast_rcnn/fg_cls_accuracy": 0.7558978873239437, "iteration": 217979, "loss_box_reg": 0.2024288158863783, "loss_cls": 0.14930619671940804, "loss_mask": 0.2172374166548252, "loss_rpn_cls": 0.02484270976856351, "loss_rpn_loc": 0.05843789363279939, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084039792939695, "mask_rcnn/false_negative": 0.07999550286231115, "mask_rcnn/false_positive": 0.10513291188558194, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9979662005789578, "total_loss": 0.6576819893089123}
{"data_time": 0.017206480260938406, "eta_seconds": 52101.507630199194, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2506690753378831, "fast_rcnn/fg_cls_accuracy": 0.7205261851576074, "iteration": 217999, "loss_box_reg": 0.20596856996417046, "loss_cls": 0.14764353539794683, "loss_mask": 0.22002741694450378, "loss_rpn_cls": 0.023469952982850373, "loss_rpn_loc": 0.06566854869015515, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019628175011012, "mask_rcnn/false_negative": 0.0900773128795174, "mask_rcnn/false_positive": 0.10550084143835993, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9864584100432694, "total_loss": 0.6657572279800661}
{"data_time": 0.014470039401203394, "eta_seconds": 52047.428025435656, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.24864872814984224, "fast_rcnn/fg_cls_accuracy": 0.7317239989820157, "iteration": 218019, "loss_box_reg": 0.1845506294630468, "loss_cls": 0.1297121518291533, "loss_mask": 0.21437747217714787, "loss_rpn_cls": 0.020699929795227945, "loss_rpn_loc": 0.05704482481814921, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066500450706241, "mask_rcnn/false_negative": 0.09516690906034504, "mask_rcnn/false_positive": 0.10823635162779044, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9910027380101383, "total_loss": 0.5934949264919851}
{"data_time": 0.01674287812784314, "eta_seconds": 51961.77875133231, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22722945096794667, "fast_rcnn/fg_cls_accuracy": 0.7567982456140351, "iteration": 218039, "loss_box_reg": 0.19032192882150412, "loss_cls": 0.15007220208644867, "loss_mask": 0.21794181130826473, "loss_rpn_cls": 0.027036844345275313, "loss_rpn_loc": 0.059416888980194926, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075152887893767, "mask_rcnn/false_negative": 0.09071171757595595, "mask_rcnn/false_positive": 0.09285507965018429, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9743458391167223, "total_loss": 0.6703416865784675}
{"data_time": 0.020626676734536886, "eta_seconds": 51858.24489840306, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.24104976261649375, "fast_rcnn/fg_cls_accuracy": 0.7166071029707394, "iteration": 218059, "loss_box_reg": 0.20615080930292606, "loss_cls": 0.15516999922692776, "loss_mask": 0.21721005998551846, "loss_rpn_cls": 0.024907766026444733, "loss_rpn_loc": 0.0725832306779921, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090022862476884, "mask_rcnn/false_negative": 0.08158147285926433, "mask_rcnn/false_positive": 0.11085330494963087, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9924059514887631, "total_loss": 0.6883346913382411}
{"data_time": 0.023991530295461416, "eta_seconds": 51779.89411268383, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2595556298028734, "fast_rcnn/fg_cls_accuracy": 0.7209548357313226, "iteration": 218079, "loss_box_reg": 0.19489911384880543, "loss_cls": 0.14287511771544814, "loss_mask": 0.21673798002302647, "loss_rpn_cls": 0.025801145646255463, "loss_rpn_loc": 0.06510621949564666, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070640971288229, "mask_rcnn/false_negative": 0.076954530266929, "mask_rcnn/false_positive": 0.10283150071855754, "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": 0.9918495193123817, "total_loss": 0.6455055099213496}
{"data_time": 0.013687090948224068, "eta_seconds": 51738.12736803666, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2748381649310442, "fast_rcnn/fg_cls_accuracy": 0.6890430329435144, "iteration": 218099, "loss_box_reg": 0.2087152237072587, "loss_cls": 0.16007026936858892, "loss_mask": 0.221682358533144, "loss_rpn_cls": 0.029214946553111076, "loss_rpn_loc": 0.06833248911425471, "lr": 1e-05, "mask_rcnn/accuracy": 0.899314061954766, "mask_rcnn/false_negative": 0.08390557676981808, "mask_rcnn/false_positive": 0.10797951085688746, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9746068795211613, "total_loss": 0.6792149624670856}
{"data_time": 0.014950504060834646, "eta_seconds": 51718.18974670023, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2616169977924945, "fast_rcnn/fg_cls_accuracy": 0.7233230968159043, "iteration": 218119, "loss_box_reg": 0.18995634373277426, "loss_cls": 0.14003506070002913, "loss_mask": 0.21773603558540344, "loss_rpn_cls": 0.023134347604354843, "loss_rpn_loc": 0.06241890206001699, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990977833295617, "mask_rcnn/false_negative": 0.0823862922496919, "mask_rcnn/false_positive": 0.10866658165100887, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.989654638338834, "total_loss": 0.628788115689531}
{"data_time": 0.01682655466720462, "eta_seconds": 51692.4642396532, "fast_rcnn/cls_accuracy": 0.961181640625, "fast_rcnn/false_negative": 0.21359990277102575, "fast_rcnn/fg_cls_accuracy": 0.7773186409550046, "iteration": 218139, "loss_box_reg": 0.18034546449780464, "loss_cls": 0.13747185980901122, "loss_mask": 0.20343563333153725, "loss_rpn_cls": 0.023447049839887768, "loss_rpn_loc": 0.06764341762755066, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098376419885706, "mask_rcnn/false_negative": 0.07803462687298655, "mask_rcnn/false_positive": 0.09579820170928649, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9880745769478381, "total_loss": 0.6151721323549282}
{"data_time": 0.01764057856053114, "eta_seconds": 51672.52885043621, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.23093021405267766, "fast_rcnn/fg_cls_accuracy": 0.7444844238235016, "iteration": 218159, "loss_box_reg": 0.19777593947947025, "loss_cls": 0.1493810466490686, "loss_mask": 0.22355545684695244, "loss_rpn_cls": 0.027530010731425136, "loss_rpn_loc": 0.06291624112054706, "lr": 1e-05, "mask_rcnn/accuracy": 0.900962036286421, "mask_rcnn/false_negative": 0.09277127244340358, "mask_rcnn/false_positive": 0.1130725371137572, "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": 0.9971661255694926, "total_loss": 0.6449957306031138}
{"data_time": 0.014102751854807138, "eta_seconds": 51627.37622144632, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.25196261368029993, "fast_rcnn/fg_cls_accuracy": 0.7335047993679291, "iteration": 218179, "loss_box_reg": 0.20447459444403648, "loss_cls": 0.1446674419566989, "loss_mask": 0.224663857370615, "loss_rpn_cls": 0.025680252350866795, "loss_rpn_loc": 0.05930572253419086, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097893323996264, "mask_rcnn/false_negative": 0.07851795257495539, "mask_rcnn/false_positive": 0.10423876193742973, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9839605023153126, "total_loss": 0.6736715140359593}
{"data_time": 0.01739131286740303, "eta_seconds": 51600.33231023699, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.272125956407124, "fast_rcnn/fg_cls_accuracy": 0.7055266805266805, "iteration": 218199, "loss_box_reg": 0.1927515948191285, "loss_cls": 0.13782833237200975, "loss_mask": 0.20722170732915401, "loss_rpn_cls": 0.02267989597748965, "loss_rpn_loc": 0.06494239717721939, "lr": 1e-05, "mask_rcnn/accuracy": 0.8953373375290266, "mask_rcnn/false_negative": 0.09482846625795388, "mask_rcnn/false_positive": 0.10781804806825146, "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": 0.9896281762048602, "total_loss": 0.6093353105825372}
{"data_time": 0.02276472793892026, "eta_seconds": 51587.524908268824, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2745170037283923, "fast_rcnn/fg_cls_accuracy": 0.7169290886105045, "iteration": 218219, "loss_box_reg": 0.1995699778199196, "loss_cls": 0.1516753574833274, "loss_mask": 0.2208232805132866, "loss_rpn_cls": 0.027523509168531746, "loss_rpn_loc": 0.06720764492638409, "lr": 1e-05, "mask_rcnn/accuracy": 0.8962008250627296, "mask_rcnn/false_negative": 0.08952911223346229, "mask_rcnn/false_positive": 0.12041135655824498, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.0157117838971317, "total_loss": 0.6751571830827743}
{"data_time": 0.019610499031841755, "eta_seconds": 51539.94770426303, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.27013524808145273, "fast_rcnn/fg_cls_accuracy": 0.6988482384823849, "iteration": 218239, "loss_box_reg": 0.18834540247917175, "loss_cls": 0.1511606927961111, "loss_mask": 0.23313519917428493, "loss_rpn_cls": 0.02402385463938117, "loss_rpn_loc": 0.06791095994412899, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012652650698902, "mask_rcnn/false_negative": 0.09155359175173082, "mask_rcnn/false_positive": 0.11091951856014604, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9691331177018583, "total_loss": 0.6793207139708102}
{"data_time": 0.015015752520412207, "eta_seconds": 51454.31816733442, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.21054798487069512, "fast_rcnn/fg_cls_accuracy": 0.7710224878366472, "iteration": 218259, "loss_box_reg": 0.20305322110652924, "loss_cls": 0.1422839192673564, "loss_mask": 0.23076285980641842, "loss_rpn_cls": 0.023589257267303765, "loss_rpn_loc": 0.06180043355561793, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996915439171309, "mask_rcnn/false_negative": 0.08356889152235358, "mask_rcnn/false_positive": 0.10541839369842006, "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": 0.979248158633709, "total_loss": 0.6669206859078258}
{"data_time": 0.013366570230573416, "eta_seconds": 51460.473012551665, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2268911439114391, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 218279, "loss_box_reg": 0.189050261862576, "loss_cls": 0.15235252026468515, "loss_mask": 0.21662822179496288, "loss_rpn_cls": 0.023880330845713615, "loss_rpn_loc": 0.07314308430068195, "lr": 1e-05, "mask_rcnn/accuracy": 0.8942961936086736, "mask_rcnn/false_negative": 0.10128514451834553, "mask_rcnn/false_positive": 0.10779823332188133, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0131654357537627, "total_loss": 0.6578102679923177}
{"data_time": 0.014589463360607624, "eta_seconds": 51355.07237943821, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2574223885124886, "fast_rcnn/fg_cls_accuracy": 0.7273480829515313, "iteration": 218299, "loss_box_reg": 0.20245580188930035, "loss_cls": 0.15992355160415173, "loss_mask": 0.22943349182605743, "loss_rpn_cls": 0.02760490874061361, "loss_rpn_loc": 0.06304215406998992, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988161374717367, "mask_rcnn/false_negative": 0.08670383060722915, "mask_rcnn/false_positive": 0.1137532272628084, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9644173169508576, "total_loss": 0.670001811318798}
{"data_time": 0.01784589746966958, "eta_seconds": 51355.49521133304, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1930650684931507, "fast_rcnn/fg_cls_accuracy": 0.780062363413464, "iteration": 218319, "loss_box_reg": 0.19681643974035978, "loss_cls": 0.14524637162685394, "loss_mask": 0.225040715187788, "loss_rpn_cls": 0.02310991467675194, "loss_rpn_loc": 0.058697363594546914, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086384069915872, "mask_rcnn/false_negative": 0.07609242898259722, "mask_rcnn/false_positive": 0.09925750943325831, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0127921728417277, "total_loss": 0.6589910187758505}
{"data_time": 0.01737994560971856, "eta_seconds": 51315.33924800344, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2336004773115748, "fast_rcnn/fg_cls_accuracy": 0.7516125391040733, "iteration": 218339, "loss_box_reg": 0.19078304432332516, "loss_cls": 0.1470732381567359, "loss_mask": 0.21364412643015385, "loss_rpn_cls": 0.024785075103864074, "loss_rpn_loc": 0.05889327032491565, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074978563432032, "mask_rcnn/false_negative": 0.08588930555722302, "mask_rcnn/false_positive": 0.10300693851136833, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9755217232741416, "total_loss": 0.6489295652136207}
{"data_time": 0.017249624710530043, "eta_seconds": 51390.10337220505, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.27021514149525483, "fast_rcnn/fg_cls_accuracy": 0.7065278166060944, "iteration": 218359, "loss_box_reg": 0.21783564239740372, "loss_cls": 0.1624401956796646, "loss_mask": 0.22077243402600288, "loss_rpn_cls": 0.028966965328436345, "loss_rpn_loc": 0.07757549727102742, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065824593946351, "mask_rcnn/false_negative": 0.09281978910081631, "mask_rcnn/false_positive": 0.08611917765215979, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0578091093339026, "total_loss": 0.7332228081068024}
{"data_time": 0.01405178802087903, "eta_seconds": 51312.265826016665, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2513287287852723, "fast_rcnn/fg_cls_accuracy": 0.6866955371105498, "iteration": 218379, "loss_box_reg": 0.21728732995688915, "loss_cls": 0.15644811745733023, "loss_mask": 0.21428043022751808, "loss_rpn_cls": 0.024103652220219374, "loss_rpn_loc": 0.06744122569216415, "lr": 1e-05, "mask_rcnn/accuracy": 0.9150643392765722, "mask_rcnn/false_negative": 0.08121323934462153, "mask_rcnn/false_positive": 0.09883462367193938, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9920063875615597, "total_loss": 0.7057549962773919}
{"data_time": 0.015164088923484087, "eta_seconds": 51332.52057507634, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.24509408602150537, "fast_rcnn/fg_cls_accuracy": 0.7522177419354839, "iteration": 218399, "loss_box_reg": 0.19865149073302746, "loss_cls": 0.14280575793236494, "loss_mask": 0.22620036639273167, "loss_rpn_cls": 0.027265451615676284, "loss_rpn_loc": 0.05943100817967206, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038796277370733, "mask_rcnn/false_negative": 0.0840275601987724, "mask_rcnn/false_positive": 0.11068872313898431, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0352792940102518, "total_loss": 0.6352776296553202}
{"data_time": 0.018798378761857748, "eta_seconds": 51312.62424927205, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2630793932479824, "fast_rcnn/fg_cls_accuracy": 0.7253974366026734, "iteration": 218419, "loss_box_reg": 0.1896979697048664, "loss_cls": 0.14575654082000256, "loss_mask": 0.2163559552282095, "loss_rpn_cls": 0.02241168194450438, "loss_rpn_loc": 0.06483367568580434, "lr": 1e-05, "mask_rcnn/accuracy": 0.9197956420743973, "mask_rcnn/false_negative": 0.0782583960696961, "mask_rcnn/false_positive": 0.09195249693012778, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9893173691816628, "total_loss": 0.6405744224321097}
{"data_time": 0.018480959348380566, "eta_seconds": 51292.727923467755, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2682037243459445, "fast_rcnn/fg_cls_accuracy": 0.7202396564159728, "iteration": 218439, "loss_box_reg": 0.2176341200247407, "loss_cls": 0.16150109469890594, "loss_mask": 0.22644319012761116, "loss_rpn_cls": 0.03607821010518819, "loss_rpn_loc": 0.07759198406711221, "lr": 1e-05, "mask_rcnn/accuracy": 0.8951055849397969, "mask_rcnn/false_negative": 0.08955517219272643, "mask_rcnn/false_positive": 0.11276723313986031, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9790131147019565, "total_loss": 0.7174666717182845}
{"data_time": 0.018460729625076056, "eta_seconds": 51320.88301154785, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19845446571696457, "fast_rcnn/fg_cls_accuracy": 0.7848664941080308, "iteration": 218459, "loss_box_reg": 0.2073405645787716, "loss_cls": 0.15641853772103786, "loss_mask": 0.22443165071308613, "loss_rpn_cls": 0.02473236358491704, "loss_rpn_loc": 0.07007272873306647, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090201586806494, "mask_rcnn/false_negative": 0.08024068247503491, "mask_rcnn/false_positive": 0.08436677206919992, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9897327125072479, "total_loss": 0.6999104614951648}
{"data_time": 0.01876448793336749, "eta_seconds": 51243.727792054415, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2754012206148282, "fast_rcnn/fg_cls_accuracy": 0.6906817717901612, "iteration": 218479, "loss_box_reg": 0.1853918954730034, "loss_cls": 0.1388095272704959, "loss_mask": 0.219069492071867, "loss_rpn_cls": 0.023584417183883488, "loss_rpn_loc": 0.06903918040916324, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997438034577541, "mask_rcnn/false_negative": 0.08855850534299473, "mask_rcnn/false_positive": 0.11194234618289964, "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": 0.9955982030369341, "total_loss": 0.6545166980067734}
{"data_time": 0.01810268172994256, "eta_seconds": 51176.625452470034, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.30285951267268574, "fast_rcnn/fg_cls_accuracy": 0.6755687877710629, "iteration": 218499, "loss_box_reg": 0.20405590441077948, "loss_cls": 0.1553290206938982, "loss_mask": 0.22181700728833675, "loss_rpn_cls": 0.026933104265481234, "loss_rpn_loc": 0.06891889940015972, "lr": 1e-05, "mask_rcnn/accuracy": 0.9051511753733141, "mask_rcnn/false_negative": 0.08383110879165434, "mask_rcnn/false_positive": 0.10167976430042089, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9777083722874522, "total_loss": 0.6683315436821431}
{"data_time": 0.01667739637196064, "eta_seconds": 51156.75103481859, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.25190250235015, "fast_rcnn/fg_cls_accuracy": 0.7272784412319296, "iteration": 218519, "loss_box_reg": 0.19690682459622622, "loss_cls": 0.14957383647561073, "loss_mask": 0.21441545896232128, "loss_rpn_cls": 0.026392538100481033, "loss_rpn_loc": 0.06494016363285482, "lr": 1e-05, "mask_rcnn/accuracy": 0.9123373607474279, "mask_rcnn/false_negative": 0.07754496862966684, "mask_rcnn/false_positive": 0.10167970571271212, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 203.375, "rpn/num_pos_anchors": 52.625, "time": 1.0062575084157288, "total_loss": 0.6742386755067855}
{"data_time": 0.02489496348425746, "eta_seconds": 51193.13692763448, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.22735046685772395, "fast_rcnn/fg_cls_accuracy": 0.7586278643008684, "iteration": 218539, "loss_box_reg": 0.21953167766332626, "loss_cls": 0.15964689198881388, "loss_mask": 0.22339226678013802, "loss_rpn_cls": 0.0296553578809835, "loss_rpn_loc": 0.062418648099992424, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114337372307131, "mask_rcnn/false_negative": 0.07252240751301561, "mask_rcnn/false_positive": 0.09580525295499331, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.042262333445251, "total_loss": 0.7063099079532549}
{"data_time": 0.013669082894921303, "eta_seconds": 51133.338901400566, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.25626939788950964, "fast_rcnn/fg_cls_accuracy": 0.7385868008022667, "iteration": 218559, "loss_box_reg": 0.19086120650172234, "loss_cls": 0.14862967375665903, "loss_mask": 0.21290495060384274, "loss_rpn_cls": 0.023992264817934483, "loss_rpn_loc": 0.06354373879730701, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087097623079812, "mask_rcnn/false_negative": 0.08200833799998196, "mask_rcnn/false_positive": 0.09584959546898261, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9908820674754679, "total_loss": 0.6617775624617934}
{"data_time": 0.016828004270792007, "eta_seconds": 51136.08504376374, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22219545214657763, "fast_rcnn/fg_cls_accuracy": 0.7319139259217147, "iteration": 218579, "loss_box_reg": 0.19691325910389423, "loss_cls": 0.14299443177878857, "loss_mask": 0.21701906714588404, "loss_rpn_cls": 0.025296407286077738, "loss_rpn_loc": 0.072481895389501, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054890622349048, "mask_rcnn/false_negative": 0.08613688936557756, "mask_rcnn/false_positive": 0.09449933031410483, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9963146508671343, "total_loss": 0.6346407708479092}
{"data_time": 0.02236827276647091, "eta_seconds": 51133.448077738285, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2636407443101787, "fast_rcnn/fg_cls_accuracy": 0.7047223663725999, "iteration": 218599, "loss_box_reg": 0.2074879202991724, "loss_cls": 0.14586861338466406, "loss_mask": 0.22793641500175, "loss_rpn_cls": 0.02682234632084146, "loss_rpn_loc": 0.0674733454361558, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004548496825571, "mask_rcnn/false_negative": 0.09184390396838882, "mask_rcnn/false_positive": 0.10524985855802929, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0057763941586018, "total_loss": 0.6751936370274052}
{"data_time": 0.01989621575921774, "eta_seconds": 51104.47853174992, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23980563448400943, "fast_rcnn/fg_cls_accuracy": 0.7543046973398365, "iteration": 218619, "loss_box_reg": 0.18879294022917747, "loss_cls": 0.14417228288948536, "loss_mask": 0.2145329974591732, "loss_rpn_cls": 0.02360858448082581, "loss_rpn_loc": 0.07437062938697636, "lr": 1e-05, "mask_rcnn/accuracy": 0.9152774714208991, "mask_rcnn/false_negative": 0.07871184567678377, "mask_rcnn/false_positive": 0.10126696219978282, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0274702399037778, "total_loss": 0.6417858775239438}
{"data_time": 0.020846092607825994, "eta_seconds": 51112.73713409901, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.20440213680363095, "fast_rcnn/fg_cls_accuracy": 0.7667192812044682, "iteration": 218639, "loss_box_reg": 0.19332560244947672, "loss_cls": 0.14190774783492088, "loss_mask": 0.22123374044895172, "loss_rpn_cls": 0.02776196808554232, "loss_rpn_loc": 0.07679760875180364, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050627096195194, "mask_rcnn/false_negative": 0.07897919060149818, "mask_rcnn/false_positive": 0.09538573039340666, "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": 0.9930687146261334, "total_loss": 0.6781746984925121}
{"data_time": 0.028604316990822554, "eta_seconds": 51076.14017881453, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22977770916949675, "fast_rcnn/fg_cls_accuracy": 0.7184211157193201, "iteration": 218659, "loss_box_reg": 0.2077174223959446, "loss_cls": 0.15527434274554253, "loss_mask": 0.21802841871976852, "loss_rpn_cls": 0.02123685646802187, "loss_rpn_loc": 0.056132306111976504, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072828001869064, "mask_rcnn/false_negative": 0.08342124342411783, "mask_rcnn/false_positive": 0.10791887635816703, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9879216267727315, "total_loss": 0.6636728525045328}
{"data_time": 0.016710768453776836, "eta_seconds": 51070.04622934386, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25236874805840326, "fast_rcnn/fg_cls_accuracy": 0.739007227688095, "iteration": 218679, "loss_box_reg": 0.20185055769979954, "loss_cls": 0.14033159194514155, "loss_mask": 0.21425158344209194, "loss_rpn_cls": 0.027949712704867125, "loss_rpn_loc": 0.06074011814780533, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982893036734464, "mask_rcnn/false_negative": 0.08840599219239459, "mask_rcnn/false_positive": 0.10833928774340264, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.98808478936553, "total_loss": 0.6504635501187295}
{"data_time": 0.018028331454843283, "eta_seconds": 51064.160267589614, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24478188033414078, "fast_rcnn/fg_cls_accuracy": 0.7055247630967281, "iteration": 218699, "loss_box_reg": 0.19936825335025787, "loss_cls": 0.14750156737864017, "loss_mask": 0.21742165833711624, "loss_rpn_cls": 0.0249894296284765, "loss_rpn_loc": 0.06827297993004322, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108657004803207, "mask_rcnn/false_negative": 0.0780704483903122, "mask_rcnn/false_positive": 0.0967256166373187, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.007256451062858, "total_loss": 0.6651151466940064}
{"data_time": 0.017538252752274275, "eta_seconds": 51082.33669631183, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24821428571428572, "fast_rcnn/fg_cls_accuracy": 0.7476708074534162, "iteration": 218719, "loss_box_reg": 0.1914755655452609, "loss_cls": 0.14703984092921019, "loss_mask": 0.22090706415474415, "loss_rpn_cls": 0.02523166118771769, "loss_rpn_loc": 0.06616082461550832, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058349789191039, "mask_rcnn/false_negative": 0.08786998366037979, "mask_rcnn/false_positive": 0.10365005951228946, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0054784240201116, "total_loss": 0.6605512113892473}
{"data_time": 0.022715643513947725, "eta_seconds": 51059.50818923302, "fast_rcnn/cls_accuracy": 0.925537109375, "fast_rcnn/false_negative": 0.2863943028485757, "fast_rcnn/fg_cls_accuracy": 0.6550535689980361, "iteration": 218739, "loss_box_reg": 0.22278869524598122, "loss_cls": 0.16515078861266375, "loss_mask": 0.23105685599148273, "loss_rpn_cls": 0.02343308087438345, "loss_rpn_loc": 0.06735325790941715, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012335350182051, "mask_rcnn/false_negative": 0.08878815407820365, "mask_rcnn/false_positive": 0.10300548998557578, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0050136474892497, "total_loss": 0.7472509822109714}
{"data_time": 0.016538909170776606, "eta_seconds": 51039.58641467616, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.23469412158607167, "fast_rcnn/fg_cls_accuracy": 0.7506337590280767, "iteration": 218759, "loss_box_reg": 0.18711517844349146, "loss_cls": 0.14729914534837008, "loss_mask": 0.21075055468827486, "loss_rpn_cls": 0.02549781126435846, "loss_rpn_loc": 0.06159982574172318, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116587616333526, "mask_rcnn/false_negative": 0.0782667417773112, "mask_rcnn/false_positive": 0.09439390939771697, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9965057265944779, "total_loss": 0.6423687736969441}
{"data_time": 0.019080196972936392, "eta_seconds": 51030.19951160066, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.25047313184607445, "fast_rcnn/fg_cls_accuracy": 0.7226734994275745, "iteration": 218779, "loss_box_reg": 0.19660665839910507, "loss_cls": 0.1459006667137146, "loss_mask": 0.22998018562793732, "loss_rpn_cls": 0.027859222260303795, "loss_rpn_loc": 0.07609347393736243, "lr": 1e-05, "mask_rcnn/accuracy": 0.9138269764592768, "mask_rcnn/false_negative": 0.07663743120178937, "mask_rcnn/false_positive": 0.10184208635519885, "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": 1.0102312481030822, "total_loss": 0.6787333289394155}
{"data_time": 0.01981318648904562, "eta_seconds": 51018.532276153564, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2755594727161251, "fast_rcnn/fg_cls_accuracy": 0.6948275862068966, "iteration": 218799, "loss_box_reg": 0.18208320066332817, "loss_cls": 0.138701805844903, "loss_mask": 0.2188834361732006, "loss_rpn_cls": 0.02235459889197955, "loss_rpn_loc": 0.056640091352164745, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028096577589477, "mask_rcnn/false_negative": 0.08857771158318037, "mask_rcnn/false_positive": 0.09580147141396705, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9968731319531798, "total_loss": 0.6127166985315853}
{"data_time": 0.021040943916887045, "eta_seconds": 50990.347735332325, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22764685937102652, "fast_rcnn/fg_cls_accuracy": 0.7514109029779059, "iteration": 218819, "loss_box_reg": 0.21952316723763943, "loss_cls": 0.1606963835656643, "loss_mask": 0.22360657341778278, "loss_rpn_cls": 0.02655294560827315, "loss_rpn_loc": 0.07259538117796183, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093238450443468, "mask_rcnn/false_negative": 0.08326997853375588, "mask_rcnn/false_positive": 0.10298259344935484, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0134086264297366, "total_loss": 0.7108975413721055}
{"data_time": 0.015166895929723978, "eta_seconds": 50988.426754660904, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.245405669599218, "fast_rcnn/fg_cls_accuracy": 0.754594330400782, "iteration": 218839, "loss_box_reg": 0.21317293494939804, "loss_cls": 0.16135060600936413, "loss_mask": 0.21976416558027267, "loss_rpn_cls": 0.027432540198788047, "loss_rpn_loc": 0.061415165197104216, "lr": 1e-05, "mask_rcnn/accuracy": 0.9144629351023335, "mask_rcnn/false_negative": 0.07558105689900749, "mask_rcnn/false_positive": 0.08551211463743894, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0340510085225105, "total_loss": 0.6866121222265065}
{"data_time": 0.014607407618314028, "eta_seconds": 50950.49595906399, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2970472923303112, "fast_rcnn/fg_cls_accuracy": 0.6997059544229356, "iteration": 218859, "loss_box_reg": 0.186785324010998, "loss_cls": 0.14544028230011463, "loss_mask": 0.20722787361592054, "loss_rpn_cls": 0.025890639168210328, "loss_rpn_loc": 0.058397680637426674, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060415558903462, "mask_rcnn/false_negative": 0.08316861048876975, "mask_rcnn/false_positive": 0.10386422537636597, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.990570165682584, "total_loss": 0.6426372685236856}
{"data_time": 0.020074513275176287, "eta_seconds": 50935.14264989644, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.23290797046683331, "fast_rcnn/fg_cls_accuracy": 0.7267761176401111, "iteration": 218879, "loss_box_reg": 0.1912374710664153, "loss_cls": 0.14776776731014252, "loss_mask": 0.2140013463795185, "loss_rpn_cls": 0.02500596610479988, "loss_rpn_loc": 0.0705987645778805, "lr": 1e-05, "mask_rcnn/accuracy": 0.900486164222428, "mask_rcnn/false_negative": 0.08524823823574332, "mask_rcnn/false_positive": 0.10274554242281847, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.99208346568048, "total_loss": 0.6568930053326767}
{"data_time": 0.015838879626244307, "eta_seconds": 50900.68571041338, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26366882063084596, "fast_rcnn/fg_cls_accuracy": 0.713097461437366, "iteration": 218899, "loss_box_reg": 0.18560752179473639, "loss_cls": 0.1437307675369084, "loss_mask": 0.221088495105505, "loss_rpn_cls": 0.026123393516172655, "loss_rpn_loc": 0.058861070428974926, "lr": 1e-05, "mask_rcnn/accuracy": 0.8985921318781893, "mask_rcnn/false_negative": 0.09717557928533754, "mask_rcnn/false_positive": 0.11957088168841365, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.951374476775527, "total_loss": 0.6626606977079064}
{"data_time": 0.016334980726242065, "eta_seconds": 50883.107614032924, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.2283557495323773, "fast_rcnn/fg_cls_accuracy": 0.7427419354838709, "iteration": 218919, "loss_box_reg": 0.1880771922878921, "loss_cls": 0.13561261724680662, "loss_mask": 0.2114525604993105, "loss_rpn_cls": 0.02506682791863568, "loss_rpn_loc": 0.056211574585177004, "lr": 1e-05, "mask_rcnn/accuracy": 0.9157101754711927, "mask_rcnn/false_negative": 0.07446989770317942, "mask_rcnn/false_positive": 0.09555491321827927, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9733264571987092, "total_loss": 0.6190161964623258}
{"data_time": 0.017332276795059443, "eta_seconds": 50825.26361136697, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2235889379404769, "fast_rcnn/fg_cls_accuracy": 0.7680270343736872, "iteration": 218939, "loss_box_reg": 0.1997467139735818, "loss_cls": 0.1428470304235816, "loss_mask": 0.21679070871323347, "loss_rpn_cls": 0.022293216607067734, "loss_rpn_loc": 0.0699658771045506, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033394051917807, "mask_rcnn/false_negative": 0.0808103667586702, "mask_rcnn/false_positive": 0.10658175028735206, "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": 1.0086550866253674, "total_loss": 0.6559721641824581}
{"data_time": 0.021560813300311565, "eta_seconds": 50770.69035075605, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.24868421052631579, "fast_rcnn/fg_cls_accuracy": 0.7462574850299402, "iteration": 218959, "loss_box_reg": 0.2013642154633999, "loss_cls": 0.14260342111811042, "loss_mask": 0.2145276628434658, "loss_rpn_cls": 0.02220272328122519, "loss_rpn_loc": 0.0566985787008889, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053443588699999, "mask_rcnn/false_negative": 0.08024380029507575, "mask_rcnn/false_positive": 0.10584699031304351, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9937747525982559, "total_loss": 0.6451130690984428}
{"data_time": 0.01503280084580183, "eta_seconds": 50738.813607739285, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26583939449238336, "fast_rcnn/fg_cls_accuracy": 0.6904269141531323, "iteration": 218979, "loss_box_reg": 0.2025869758799672, "loss_cls": 0.1521097719669342, "loss_mask": 0.21640228014439344, "loss_rpn_cls": 0.02733608114067465, "loss_rpn_loc": 0.07299864245578647, "lr": 1e-05, "mask_rcnn/accuracy": 0.8956559919685532, "mask_rcnn/false_negative": 0.09252256034720864, "mask_rcnn/false_positive": 0.11186819645140483, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.974576061591506, "total_loss": 0.6649707476608455}
{"data_time": 0.017349183559417725, "eta_seconds": 50725.75999936089, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22919058553386912, "fast_rcnn/fg_cls_accuracy": 0.7353302611367127, "iteration": 218999, "loss_box_reg": 0.18766793981194496, "loss_cls": 0.14069183450192213, "loss_mask": 0.2180529423058033, "loss_rpn_cls": 0.021475020155776292, "loss_rpn_loc": 0.06186653766781092, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030883202023412, "mask_rcnn/false_negative": 0.08128833173198233, "mask_rcnn/false_positive": 0.10762754951227817, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.993079662322998, "total_loss": 0.6557144653052092}
{"data_time": 0.01795995282009244, "eta_seconds": 50705.86754445918, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.24520356692487838, "fast_rcnn/fg_cls_accuracy": 0.7520491803278688, "iteration": 219019, "loss_box_reg": 0.2068554600700736, "loss_cls": 0.15306775271892548, "loss_mask": 0.22176389768719673, "loss_rpn_cls": 0.02570181986084208, "loss_rpn_loc": 0.06998768029734492, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115136300089891, "mask_rcnn/false_negative": 0.08010503659536591, "mask_rcnn/false_positive": 0.10562771903699833, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9838981656357646, "total_loss": 0.6821969129377976}
{"data_time": 0.01678039925172925, "eta_seconds": 50707.16051530093, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.25687366942972323, "fast_rcnn/fg_cls_accuracy": 0.7252717856531417, "iteration": 219039, "loss_box_reg": 0.19729014858603477, "loss_cls": 0.15065730828791857, "loss_mask": 0.21424991637468338, "loss_rpn_cls": 0.023016179213300347, "loss_rpn_loc": 0.058877455769106746, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066340938443328, "mask_rcnn/false_negative": 0.08808343094758733, "mask_rcnn/false_positive": 0.10281636418410553, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0270678107626736, "total_loss": 0.6256041780579835}
{"data_time": 0.015683303587138653, "eta_seconds": 50681.855842452496, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.211538021726701, "fast_rcnn/fg_cls_accuracy": 0.758629191321499, "iteration": 219059, "loss_box_reg": 0.1791866198182106, "loss_cls": 0.1352830259129405, "loss_mask": 0.20545451901853085, "loss_rpn_cls": 0.023100542719475925, "loss_rpn_loc": 0.0666958203073591, "lr": 1e-05, "mask_rcnn/accuracy": 0.9243901749181348, "mask_rcnn/false_negative": 0.06428156068308816, "mask_rcnn/false_positive": 0.0813284043916386, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9768534400500357, "total_loss": 0.613629940606188}
{"data_time": 0.017139818519353867, "eta_seconds": 50655.937278568745, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25822696569793996, "fast_rcnn/fg_cls_accuracy": 0.7373127164976421, "iteration": 219079, "loss_box_reg": 0.20608926564455032, "loss_cls": 0.15667278040200472, "loss_mask": 0.21314716711640358, "loss_rpn_cls": 0.02582389349117875, "loss_rpn_loc": 0.08242871717084199, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038234505727312, "mask_rcnn/false_negative": 0.077916642297088, "mask_rcnn/false_positive": 0.10554510502542629, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9792082305066288, "total_loss": 0.6877709530526772}
{"data_time": 0.021368359215557575, "eta_seconds": 50647.45820700191, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2426470588235294, "fast_rcnn/fg_cls_accuracy": 0.7441176470588236, "iteration": 219099, "loss_box_reg": 0.18010295648127794, "loss_cls": 0.13700496684759855, "loss_mask": 0.2114003747701645, "loss_rpn_cls": 0.02266219690500293, "loss_rpn_loc": 0.0655687655089423, "lr": 1e-05, "mask_rcnn/accuracy": 0.9188487519105255, "mask_rcnn/false_negative": 0.07740886258360313, "mask_rcnn/false_positive": 0.09059511377206358, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.998375320341438, "total_loss": 0.6407928060507402}
{"data_time": 0.01703939586877823, "eta_seconds": 50646.12959638238, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24286888761795827, "fast_rcnn/fg_cls_accuracy": 0.7476504172156346, "iteration": 219119, "loss_box_reg": 0.20050135534256697, "loss_cls": 0.14936522766947746, "loss_mask": 0.2146518174558878, "loss_rpn_cls": 0.022444552509114146, "loss_rpn_loc": 0.06279076705686748, "lr": 1e-05, "mask_rcnn/accuracy": 0.9187316948404525, "mask_rcnn/false_negative": 0.07237586419713768, "mask_rcnn/false_positive": 0.09895001902267483, "roi_head/num_bg_samples": 453.625, "roi_head/num_fg_samples": 58.375, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 1.0137955914251506, "total_loss": 0.6578985623200424}
{"data_time": 0.014498734846711159, "eta_seconds": 50626.22152657248, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2032722970089615, "fast_rcnn/fg_cls_accuracy": 0.7831856459610926, "iteration": 219139, "loss_box_reg": 0.19292356097139418, "loss_cls": 0.14026951417326927, "loss_mask": 0.2102632336318493, "loss_rpn_cls": 0.022816599695943296, "loss_rpn_loc": 0.054621192160993814, "lr": 1e-05, "mask_rcnn/accuracy": 0.9164532924852605, "mask_rcnn/false_negative": 0.07771100382343789, "mask_rcnn/false_positive": 0.08743421849551748, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9818402910605073, "total_loss": 0.6319723763735965}
{"data_time": 0.013831130228936672, "eta_seconds": 50644.89526182413, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24448153093012906, "fast_rcnn/fg_cls_accuracy": 0.7396646881182963, "iteration": 219159, "loss_box_reg": 0.2042559375986457, "loss_cls": 0.15827883780002594, "loss_mask": 0.21875443775206804, "loss_rpn_cls": 0.022924110176973045, "loss_rpn_loc": 0.07383283716626465, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084145743823846, "mask_rcnn/false_negative": 0.08055103640641194, "mask_rcnn/false_positive": 0.10930659210620228, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.011802009306848, "total_loss": 0.6962572773336433}
{"data_time": 0.015320295002311468, "eta_seconds": 50624.97201427817, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2397581129332954, "fast_rcnn/fg_cls_accuracy": 0.7443746113395278, "iteration": 219179, "loss_box_reg": 0.19179108273237944, "loss_cls": 0.13180585205554962, "loss_mask": 0.22137764282524586, "loss_rpn_cls": 0.02021235739812255, "loss_rpn_loc": 0.048444629181176424, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005047316932339, "mask_rcnn/false_negative": 0.09454423958760971, "mask_rcnn/false_positive": 0.10141483868455847, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 0.9897465733811259, "total_loss": 0.6224452836322598}
{"data_time": 0.01810158183798194, "eta_seconds": 50605.048766732216, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2345833333333333, "fast_rcnn/fg_cls_accuracy": 0.7463617607554798, "iteration": 219199, "loss_box_reg": 0.2063409686088562, "loss_cls": 0.15287263318896294, "loss_mask": 0.2258636560291052, "loss_rpn_cls": 0.02602055558236316, "loss_rpn_loc": 0.060570231173187494, "lr": 1e-05, "mask_rcnn/accuracy": 0.90366844789864, "mask_rcnn/false_negative": 0.08456810905855341, "mask_rcnn/false_positive": 0.10622768710947333, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9976154714822769, "total_loss": 0.6952743964502588}
{"data_time": 0.01512472564354539, "eta_seconds": 50585.12551918626, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2935656442006639, "fast_rcnn/fg_cls_accuracy": 0.6923234415646979, "iteration": 219219, "loss_box_reg": 0.18091820646077394, "loss_cls": 0.14021086506545544, "loss_mask": 0.20382087491452694, "loss_rpn_cls": 0.023139918732340448, "loss_rpn_loc": 0.059936538396868855, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060979137586056, "mask_rcnn/false_negative": 0.08393839207244984, "mask_rcnn/false_positive": 0.09520038891591887, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0127906878478825, "total_loss": 0.6331305014318787}
{"data_time": 0.014468071516603231, "eta_seconds": 50575.480286702514, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2515332922499046, "fast_rcnn/fg_cls_accuracy": 0.7058915593117547, "iteration": 219239, "loss_box_reg": 0.2227496448904276, "loss_cls": 0.1653709728270769, "loss_mask": 0.21530567854642868, "loss_rpn_cls": 0.02902420167811215, "loss_rpn_loc": 0.08320351783186197, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031665594165594, "mask_rcnn/false_negative": 0.08917216728690636, "mask_rcnn/false_positive": 0.11545955325266125, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0063570220954716, "total_loss": 0.7406306171324104}
{"data_time": 0.015827874187380075, "eta_seconds": 50596.37611714192, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2766224726549552, "fast_rcnn/fg_cls_accuracy": 0.6908333333333333, "iteration": 219259, "loss_box_reg": 0.2029792284592986, "loss_cls": 0.14968766458332539, "loss_mask": 0.22315193712711334, "loss_rpn_cls": 0.02343527297489345, "loss_rpn_loc": 0.06649870262481272, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018934408455748, "mask_rcnn/false_negative": 0.08628038139971027, "mask_rcnn/false_positive": 0.0994899652208481, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0199791099876165, "total_loss": 0.6815483199898154}
{"data_time": 0.021497543435543776, "eta_seconds": 50573.42528745532, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2310356278760852, "fast_rcnn/fg_cls_accuracy": 0.7664263010579249, "iteration": 219279, "loss_box_reg": 0.1975496681407094, "loss_cls": 0.1531208623200655, "loss_mask": 0.21779003739356995, "loss_rpn_cls": 0.032001903862692416, "loss_rpn_loc": 0.0729203769005835, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071382318174968, "mask_rcnn/false_negative": 0.08772814968341912, "mask_rcnn/false_positive": 0.1014786449589925, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9972273260354996, "total_loss": 0.7108228678698651}
{"data_time": 0.013625503052026033, "eta_seconds": 50602.92480303906, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2162486562085773, "fast_rcnn/fg_cls_accuracy": 0.7806932398158875, "iteration": 219299, "loss_box_reg": 0.18124855495989323, "loss_cls": 0.13296156143769622, "loss_mask": 0.20104189589619637, "loss_rpn_cls": 0.022354507207637653, "loss_rpn_loc": 0.045393854030407965, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087054889443387, "mask_rcnn/false_negative": 0.08067354198605259, "mask_rcnn/false_positive": 0.0947925456403908, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 1.018122096080333, "total_loss": 0.6088636858185055}
{"data_time": 0.01874943682923913, "eta_seconds": 50555.2417165041, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22287869153596157, "fast_rcnn/fg_cls_accuracy": 0.7616784985413615, "iteration": 219319, "loss_box_reg": 0.20135201141238213, "loss_cls": 0.14866028353571892, "loss_mask": 0.2243296280503273, "loss_rpn_cls": 0.026605929946526885, "loss_rpn_loc": 0.06993994303047657, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094907446257012, "mask_rcnn/false_negative": 0.08863435885676081, "mask_rcnn/false_positive": 0.0973897477329114, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.998878141399473, "total_loss": 0.6840415814658627}
{"data_time": 0.014927345793694258, "eta_seconds": 50634.51998448931, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.25135002454590083, "fast_rcnn/fg_cls_accuracy": 0.7286400698893418, "iteration": 219339, "loss_box_reg": 0.19874135218560696, "loss_cls": 0.14213605085387826, "loss_mask": 0.22286233119666576, "loss_rpn_cls": 0.024096783017739654, "loss_rpn_loc": 0.07657186640426517, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078147804846716, "mask_rcnn/false_negative": 0.09423975319215563, "mask_rcnn/false_positive": 0.09779042553526227, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0154958590865135, "total_loss": 0.6718892338685691}
{"data_time": 0.01599750015884638, "eta_seconds": 50543.039684928954, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2298938866012037, "fast_rcnn/fg_cls_accuracy": 0.7684827367754197, "iteration": 219359, "loss_box_reg": 0.20671039819717407, "loss_cls": 0.15333448350429535, "loss_mask": 0.21608409471809864, "loss_rpn_cls": 0.026123116782400757, "loss_rpn_loc": 0.07169427233748138, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077923586852159, "mask_rcnn/false_negative": 0.09003121400666492, "mask_rcnn/false_positive": 0.10098513763702016, "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": 0.9996598903089762, "total_loss": 0.6663011172786355}
{"data_time": 0.01327688479796052, "eta_seconds": 50550.75560277328, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24707357859531773, "fast_rcnn/fg_cls_accuracy": 0.7414439478694961, "iteration": 219379, "loss_box_reg": 0.20530092157423496, "loss_cls": 0.15561675000935793, "loss_mask": 0.22967847809195518, "loss_rpn_cls": 0.027394536649808288, "loss_rpn_loc": 0.05662267515435815, "lr": 1e-05, "mask_rcnn/accuracy": 0.8882455360502517, "mask_rcnn/false_negative": 0.08587776645062246, "mask_rcnn/false_positive": 0.12398443799555804, "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": 1.0001399395987391, "total_loss": 0.6876818892196752}
{"data_time": 0.016323288902640343, "eta_seconds": 50503.11627285555, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2562276986694234, "fast_rcnn/fg_cls_accuracy": 0.6998284869083585, "iteration": 219399, "loss_box_reg": 0.19702199194580317, "loss_cls": 0.1573045114055276, "loss_mask": 0.22149748913943768, "loss_rpn_cls": 0.026332428911700845, "loss_rpn_loc": 0.07789236726239324, "lr": 1e-05, "mask_rcnn/accuracy": 0.8970159499563015, "mask_rcnn/false_negative": 0.09350445455617831, "mask_rcnn/false_positive": 0.11738214967593277, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9974986580200493, "total_loss": 0.6969152096426114}
{"data_time": 0.018596095964312553, "eta_seconds": 50544.25404690206, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.20337087756259623, "fast_rcnn/fg_cls_accuracy": 0.7500467453546804, "iteration": 219419, "loss_box_reg": 0.195721834897995, "loss_cls": 0.1472007306292653, "loss_mask": 0.216008173301816, "loss_rpn_cls": 0.024826669949106872, "loss_rpn_loc": 0.07129130489192903, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039639837672235, "mask_rcnn/false_negative": 0.08166310092568507, "mask_rcnn/false_positive": 0.11396264027354516, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9987700167112052, "total_loss": 0.6490191792254336}
{"data_time": 0.017343712504953146, "eta_seconds": 50539.57299232483, "fast_rcnn/cls_accuracy": 0.960693359375, "fast_rcnn/false_negative": 0.20210158531497704, "fast_rcnn/fg_cls_accuracy": 0.7714741784037559, "iteration": 219439, "loss_box_reg": 0.18528988305479288, "loss_cls": 0.15010287426412106, "loss_mask": 0.2168287467211485, "loss_rpn_cls": 0.02318655716953799, "loss_rpn_loc": 0.058368772035464644, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072389515472845, "mask_rcnn/false_negative": 0.07745461968067427, "mask_rcnn/false_positive": 0.09866750863216978, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.0054594124667346, "total_loss": 0.6516932699596509}
{"data_time": 0.013845163863152266, "eta_seconds": 50519.5810726285, "fast_rcnn/cls_accuracy": 0.964599609375, "fast_rcnn/false_negative": 0.22588366450259034, "fast_rcnn/fg_cls_accuracy": 0.7365579653612109, "iteration": 219459, "loss_box_reg": 0.1771662887185812, "loss_cls": 0.13419180363416672, "loss_mask": 0.21294989436864853, "loss_rpn_cls": 0.021142386773135513, "loss_rpn_loc": 0.04956866381689906, "lr": 1e-05, "mask_rcnn/accuracy": 0.9138793507451735, "mask_rcnn/false_negative": 0.0742681319343235, "mask_rcnn/false_positive": 0.10066616944842005, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.9849188369698822, "total_loss": 0.6069963747286238}
{"data_time": 0.017741257324814796, "eta_seconds": 50444.40108463168, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29226702300720425, "fast_rcnn/fg_cls_accuracy": 0.6831520689877084, "iteration": 219479, "loss_box_reg": 0.18246581498533487, "loss_cls": 0.13673594128340483, "loss_mask": 0.23082543537020683, "loss_rpn_cls": 0.02151459013839485, "loss_rpn_loc": 0.05534961191006005, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094385234516633, "mask_rcnn/false_negative": 0.08353946715126176, "mask_rcnn/false_positive": 0.10187138517568625, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9762593666091561, "total_loss": 0.6317447662586346}
{"data_time": 0.014846309088170528, "eta_seconds": 50424.43101294339, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2632692307692308, "fast_rcnn/fg_cls_accuracy": 0.7284811792576994, "iteration": 219499, "loss_box_reg": 0.21667751483619213, "loss_cls": 0.1747043775394559, "loss_mask": 0.23257761634886265, "loss_rpn_cls": 0.030583903193473816, "loss_rpn_loc": 0.07378764031454921, "lr": 1e-05, "mask_rcnn/accuracy": 0.8933464276668114, "mask_rcnn/false_negative": 0.09626100347184668, "mask_rcnn/false_positive": 0.11168099732223627, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9759554136544466, "total_loss": 0.7597960319835693}
{"data_time": 0.013503511901944876, "eta_seconds": 50457.00771871954, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23534877072612922, "fast_rcnn/fg_cls_accuracy": 0.711310718586913, "iteration": 219519, "loss_box_reg": 0.20320210698992014, "loss_cls": 0.1605995912104845, "loss_mask": 0.23187574185431004, "loss_rpn_cls": 0.032038827950600535, "loss_rpn_loc": 0.07247183797881007, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989187991867991, "mask_rcnn/false_negative": 0.09388215984517614, "mask_rcnn/false_positive": 0.12109843727397854, "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": 1.0385256833396852, "total_loss": 0.7206326652085409}
{"data_time": 0.014521182514727116, "eta_seconds": 50335.78328758478, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21079018855864493, "fast_rcnn/fg_cls_accuracy": 0.7636339675085062, "iteration": 219539, "loss_box_reg": 0.19342059269547462, "loss_cls": 0.1463078036904335, "loss_mask": 0.22173217311501503, "loss_rpn_cls": 0.024987531098304316, "loss_rpn_loc": 0.05063316831365228, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084721239178266, "mask_rcnn/false_negative": 0.08004306278920724, "mask_rcnn/false_positive": 0.10310013059352198, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9728510486893356, "total_loss": 0.647822420403827}
{"data_time": 0.01512075075879693, "eta_seconds": 50307.24755620584, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.28203543852150564, "fast_rcnn/fg_cls_accuracy": 0.6841474406028452, "iteration": 219559, "loss_box_reg": 0.2062859581783414, "loss_cls": 0.15391774848103523, "loss_mask": 0.21569080650806427, "loss_rpn_cls": 0.02337994342087768, "loss_rpn_loc": 0.05889428989030421, "lr": 1e-05, "mask_rcnn/accuracy": 0.906127623032412, "mask_rcnn/false_negative": 0.07233351205702901, "mask_rcnn/false_positive": 0.11449033782433221, "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": 0.9811341660097241, "total_loss": 0.6568234560254496}
{"data_time": 0.01966289710253477, "eta_seconds": 50310.08306999691, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22176726316853707, "fast_rcnn/fg_cls_accuracy": 0.7413034188034189, "iteration": 219579, "loss_box_reg": 0.2058748435229063, "loss_cls": 0.16301254276186228, "loss_mask": 0.22748654522001743, "loss_rpn_cls": 0.030664583668112755, "loss_rpn_loc": 0.058122636284679174, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001188990859734, "mask_rcnn/false_negative": 0.08624892681816615, "mask_rcnn/false_positive": 0.10367346340425798, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0116190048865974, "total_loss": 0.6631310450029559}
{"data_time": 0.018832535948604345, "eta_seconds": 50271.0288092494, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25159314945733346, "fast_rcnn/fg_cls_accuracy": 0.7069642205184374, "iteration": 219599, "loss_box_reg": 0.19718832429498434, "loss_cls": 0.13976199459284544, "loss_mask": 0.21742484904825687, "loss_rpn_cls": 0.023319292755331844, "loss_rpn_loc": 0.07095062814187258, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042493328340988, "mask_rcnn/false_negative": 0.08222253169652652, "mask_rcnn/false_positive": 0.09067849339460167, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9821220524609089, "total_loss": 0.6608049513888545}
{"data_time": 0.01692260568961501, "eta_seconds": 50257.068063449115, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.24097342239245179, "fast_rcnn/fg_cls_accuracy": 0.7052079016438735, "iteration": 219619, "loss_box_reg": 0.19137507490813732, "loss_cls": 0.14320972934365273, "loss_mask": 0.21931736916303635, "loss_rpn_cls": 0.027598941582255065, "loss_rpn_loc": 0.06409978319425136, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042326931614924, "mask_rcnn/false_negative": 0.08458572467958694, "mask_rcnn/false_positive": 0.10930207079482829, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0092792571522295, "total_loss": 0.6708634218375664}
{"data_time": 0.025993675459176302, "eta_seconds": 50222.02650247142, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23063885267275097, "fast_rcnn/fg_cls_accuracy": 0.7534578754578755, "iteration": 219639, "loss_box_reg": 0.21655606105923653, "loss_cls": 0.1588737266138196, "loss_mask": 0.22232291847467422, "loss_rpn_cls": 0.023941780906170607, "loss_rpn_loc": 0.06341766868717968, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025369026655345, "mask_rcnn/false_negative": 0.09628271150098816, "mask_rcnn/false_positive": 0.09750966140735998, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9701779005117714, "total_loss": 0.7069666361203417}
{"data_time": 0.01522338343784213, "eta_seconds": 50211.18234638125, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2139799271693756, "fast_rcnn/fg_cls_accuracy": 0.776143529620748, "iteration": 219659, "loss_box_reg": 0.17368316650390625, "loss_cls": 0.14278914220631123, "loss_mask": 0.20496929623186588, "loss_rpn_cls": 0.02079952525673434, "loss_rpn_loc": 0.06471805786713958, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134245134918989, "mask_rcnn/false_negative": 0.06679884384088507, "mask_rcnn/false_positive": 0.10455724762664488, "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": 0.9806897807866335, "total_loss": 0.6181971526821144}
{"data_time": 0.014766848646104336, "eta_seconds": 50245.581765286624, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.26138546176633354, "fast_rcnn/fg_cls_accuracy": 0.7158273381294964, "iteration": 219679, "loss_box_reg": 0.2106451941654086, "loss_cls": 0.16042687790468335, "loss_mask": 0.22853351570665836, "loss_rpn_cls": 0.023807074932847172, "loss_rpn_loc": 0.06440445547923446, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070680273531531, "mask_rcnn/false_negative": 0.08596224885925467, "mask_rcnn/false_positive": 0.10376514931898818, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0330845811404288, "total_loss": 0.6820332173374481}
{"data_time": 0.013237416744232178, "eta_seconds": 50177.263270970434, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.23149112910759326, "fast_rcnn/fg_cls_accuracy": 0.7404349022846133, "iteration": 219699, "loss_box_reg": 0.204907463863492, "loss_cls": 0.14886389952152967, "loss_mask": 0.22244957461953163, "loss_rpn_cls": 0.026215602876618505, "loss_rpn_loc": 0.07833402883261442, "lr": 1e-05, "mask_rcnn/accuracy": 0.8930899065224903, "mask_rcnn/false_negative": 0.09821654765031707, "mask_rcnn/false_positive": 0.10834081710036747, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9815527689643204, "total_loss": 0.7003309399005957}
{"data_time": 0.016006892547011375, "eta_seconds": 50157.312072850764, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21336968116629135, "fast_rcnn/fg_cls_accuracy": 0.7706252104613313, "iteration": 219719, "loss_box_reg": 0.2230553962290287, "loss_cls": 0.16161672584712505, "loss_mask": 0.2277028039097786, "loss_rpn_cls": 0.029574621294159442, "loss_rpn_loc": 0.08999568596482277, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030009199404146, "mask_rcnn/false_negative": 0.0942689194366858, "mask_rcnn/false_positive": 0.10614540439978959, "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": 1.0176833383738995, "total_loss": 0.732359032612294}
{"data_time": 0.023834432940930128, "eta_seconds": 50131.38706255704, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23017241379310344, "fast_rcnn/fg_cls_accuracy": 0.7525742337164751, "iteration": 219739, "loss_box_reg": 0.1931569380685687, "loss_cls": 0.14558783452957869, "loss_mask": 0.22791113145649433, "loss_rpn_cls": 0.025939228828065097, "loss_rpn_loc": 0.06126725999638438, "lr": 1e-05, "mask_rcnn/accuracy": 0.8938018881830458, "mask_rcnn/false_negative": 0.09526063542174709, "mask_rcnn/false_positive": 0.10032024635710918, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9974145325832069, "total_loss": 0.644914613571018}
{"data_time": 0.015969008672982454, "eta_seconds": 50099.236110150814, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.25911337280422764, "fast_rcnn/fg_cls_accuracy": 0.6902728024249105, "iteration": 219759, "loss_box_reg": 0.2147885039448738, "loss_cls": 0.15083428472280502, "loss_mask": 0.23423407413065434, "loss_rpn_cls": 0.025921726366505027, "loss_rpn_loc": 0.07700745458714664, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013723597044219, "mask_rcnn/false_negative": 0.08047934940147211, "mask_rcnn/false_positive": 0.10536016747732373, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9838082417845726, "total_loss": 0.7219936715264339}
{"data_time": 0.027898917440325022, "eta_seconds": 50082.41006660275, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2630434782608696, "fast_rcnn/fg_cls_accuracy": 0.7173171936758893, "iteration": 219779, "loss_box_reg": 0.19884603284299374, "loss_cls": 0.14615719113498926, "loss_mask": 0.22378276102244854, "loss_rpn_cls": 0.022463718778453767, "loss_rpn_loc": 0.05868886527605355, "lr": 1e-05, "mask_rcnn/accuracy": 0.8964556036866542, "mask_rcnn/false_negative": 0.0917348569496798, "mask_rcnn/false_positive": 0.11082921493815878, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0230393894016743, "total_loss": 0.6584398427512497}
{"data_time": 0.014873075298964977, "eta_seconds": 50062.46486147866, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.21551766945295042, "fast_rcnn/fg_cls_accuracy": 0.7720354593598895, "iteration": 219799, "loss_box_reg": 0.1859295442700386, "loss_cls": 0.13502588588744402, "loss_mask": 0.20811480842530727, "loss_rpn_cls": 0.021686917752958834, "loss_rpn_loc": 0.05522120208479464, "lr": 1e-05, "mask_rcnn/accuracy": 0.9138641051198042, "mask_rcnn/false_negative": 0.08205485433960857, "mask_rcnn/false_positive": 0.09517768246074332, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.997996692545712, "total_loss": 0.6065344329690561}
{"data_time": 0.017685623839497566, "eta_seconds": 50037.68158988096, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.24319159101767798, "fast_rcnn/fg_cls_accuracy": 0.7168697638994668, "iteration": 219819, "loss_box_reg": 0.20620190910995007, "loss_cls": 0.14482347574084997, "loss_mask": 0.23120442777872086, "loss_rpn_cls": 0.03124565351754427, "loss_rpn_loc": 0.07533656619489193, "lr": 1e-05, "mask_rcnn/accuracy": 0.901916152440706, "mask_rcnn/false_negative": 0.09120590190351355, "mask_rcnn/false_positive": 0.09607205535802908, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9903082572855055, "total_loss": 0.6875914803240448}
{"data_time": 0.025325980968773365, "eta_seconds": 50017.73831304163, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.23114551613652762, "fast_rcnn/fg_cls_accuracy": 0.7436345206747244, "iteration": 219839, "loss_box_reg": 0.18930300325155258, "loss_cls": 0.14879704685881734, "loss_mask": 0.2134865801781416, "loss_rpn_cls": 0.0225955608766526, "loss_rpn_loc": 0.06227714358828962, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037436483294738, "mask_rcnn/false_negative": 0.08726857779356612, "mask_rcnn/false_positive": 0.10257949058483291, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0167304472997785, "total_loss": 0.6413443418568932}
{"data_time": 0.015974417328834534, "eta_seconds": 50008.0371226836, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23073512323405296, "fast_rcnn/fg_cls_accuracy": 0.7190895741556534, "iteration": 219859, "loss_box_reg": 0.19376142881810665, "loss_cls": 0.1445880215615034, "loss_mask": 0.2179201189428568, "loss_rpn_cls": 0.026604460494127125, "loss_rpn_loc": 0.073804572224617, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121358513313467, "mask_rcnn/false_negative": 0.07959017559965198, "mask_rcnn/false_positive": 0.10585019408683222, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0060661169700325, "total_loss": 0.6583721828064881}
{"data_time": 0.01590284053236246, "eta_seconds": 50022.999522313476, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.21269626115441093, "fast_rcnn/fg_cls_accuracy": 0.7607983238422693, "iteration": 219879, "loss_box_reg": 0.1919689979404211, "loss_cls": 0.14778247103095055, "loss_mask": 0.2157170046120882, "loss_rpn_cls": 0.023134143819333985, "loss_rpn_loc": 0.0612367675639689, "lr": 1e-05, "mask_rcnn/accuracy": 0.9104271410360145, "mask_rcnn/false_negative": 0.07711197694070533, "mask_rcnn/false_positive": 0.10335372403867474, "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": 1.0313787558116019, "total_loss": 0.6331532684271224}
{"data_time": 0.014297796413302422, "eta_seconds": 50079.40793833695, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2845834676119884, "fast_rcnn/fg_cls_accuracy": 0.6874959056665575, "iteration": 219899, "loss_box_reg": 0.20445054955780506, "loss_cls": 0.15505876578390598, "loss_mask": 0.22846468724310398, "loss_rpn_cls": 0.026434970306581818, "loss_rpn_loc": 0.056250509922392666, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971279641344079, "mask_rcnn/false_negative": 0.09554600464294691, "mask_rcnn/false_positive": 0.10933505568891604, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0126518993638456, "total_loss": 0.6683395989239216}
{"data_time": 0.014116015750914812, "eta_seconds": 50079.55931596458, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2580593287676416, "fast_rcnn/fg_cls_accuracy": 0.7335346188156179, "iteration": 219919, "loss_box_reg": 0.22113676369190216, "loss_cls": 0.15455828700214624, "loss_mask": 0.22638666070997715, "loss_rpn_cls": 0.027462303638458252, "loss_rpn_loc": 0.060498988488689065, "lr": 1e-05, "mask_rcnn/accuracy": 0.8945063803336404, "mask_rcnn/false_negative": 0.09562355470455808, "mask_rcnn/false_positive": 0.10597632347033277, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0065001319162548, "total_loss": 0.6942408765899017}
{"data_time": 0.0142316953279078, "eta_seconds": 50082.75228589773, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2765193719929096, "fast_rcnn/fg_cls_accuracy": 0.7071695365915421, "iteration": 219939, "loss_box_reg": 0.20798216946423054, "loss_cls": 0.16515114065259695, "loss_mask": 0.22426206432282925, "loss_rpn_cls": 0.026744714588858187, "loss_rpn_loc": 0.06304275919683278, "lr": 1e-05, "mask_rcnn/accuracy": 0.8960726129142911, "mask_rcnn/false_negative": 0.09632720127520583, "mask_rcnn/false_positive": 0.09798412832029087, "roi_head/num_bg_samples": 428.625, "roi_head/num_fg_samples": 83.375, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.043576111085713, "total_loss": 0.6901693731779233}
{"data_time": 0.014150029048323631, "eta_seconds": 50068.56002027169, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.20826465201465202, "fast_rcnn/fg_cls_accuracy": 0.7466766319333584, "iteration": 219959, "loss_box_reg": 0.20113127678632736, "loss_cls": 0.1406269334256649, "loss_mask": 0.22084338776767254, "loss_rpn_cls": 0.023527384386397898, "loss_rpn_loc": 0.05731813597958535, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093976535056117, "mask_rcnn/false_negative": 0.0799069061738348, "mask_rcnn/false_positive": 0.09966278037772844, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9972127424553037, "total_loss": 0.6690760797355324}
{"data_time": 0.01505194790661335, "eta_seconds": 50104.48231534101, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19890375325157933, "fast_rcnn/fg_cls_accuracy": 0.787160906726124, "iteration": 219979, "loss_box_reg": 0.1828754935413599, "loss_cls": 0.14563593827188015, "loss_mask": 0.22989382408559322, "loss_rpn_cls": 0.024160200264304876, "loss_rpn_loc": 0.05853752215625718, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065911760059575, "mask_rcnn/false_negative": 0.0676698456075149, "mask_rcnn/false_positive": 0.10218560168030177, "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": 1.0177863514982164, "total_loss": 0.6329474783851765}
{"bbox/AP": 46.101753492681, "bbox/AP-airplane": 68.44232839577741, "bbox/AP-apple": 23.689408155674077, "bbox/AP-backpack": 20.5423216477323, "bbox/AP-banana": 29.22153222315089, "bbox/AP-baseball bat": 38.34414749557507, "bbox/AP-baseball glove": 42.92964907418786, "bbox/AP-bear": 75.64720677417631, "bbox/AP-bed": 46.02705144015962, "bbox/AP-bench": 28.29446348701249, "bbox/AP-bicycle": 35.63596154397764, "bbox/AP-bird": 40.55881904516665, "bbox/AP-boat": 30.414595142206004, "bbox/AP-book": 18.79405698017992, "bbox/AP-bottle": 42.75120012103242, "bbox/AP-bowl": 45.68818458580571, "bbox/AP-broccoli": 27.10274947720519, "bbox/AP-bus": 69.42743180484807, "bbox/AP-cake": 42.729844291475295, "bbox/AP-car": 48.68263874474214, "bbox/AP-carrot": 25.626487583564806, "bbox/AP-cat": 69.73317672225572, "bbox/AP-cell phone": 39.98835793066741, "bbox/AP-chair": 32.22657747138603, "bbox/AP-clock": 51.856825878123345, "bbox/AP-couch": 47.28542930085428, "bbox/AP-cow": 63.063340080692356, "bbox/AP-cup": 46.63923120114226, "bbox/AP-dining table": 30.367954821903286, "bbox/AP-dog": 68.2338071726058, "bbox/AP-donut": 53.448049653509365, "bbox/AP-elephant": 66.76029055014114, "bbox/AP-fire hydrant": 72.57764640707703, "bbox/AP-fork": 40.98660972262692, "bbox/AP-frisbee": 70.40149433413336, "bbox/AP-giraffe": 69.01154663642409, "bbox/AP-hair drier": 3.571745234224916, "bbox/AP-handbag": 19.86172075668779, "bbox/AP-horse": 61.39158239001862, "bbox/AP-hot dog": 39.573692068092406, "bbox/AP-keyboard": 53.69295296238209, "bbox/AP-kite": 47.28043406101132, "bbox/AP-knife": 25.325679162637364, "bbox/AP-laptop": 63.49194844507572, "bbox/AP-microwave": 60.340827257318985, "bbox/AP-motorcycle": 47.15726842445612, "bbox/AP-mouse": 64.8203085545407, "bbox/AP-orange": 32.631624942486035, "bbox/AP-oven": 37.75465483806823, "bbox/AP-parking meter": 49.343693383775395, "bbox/AP-person": 57.54079608305606, "bbox/AP-pizza": 55.75300427426011, "bbox/AP-potted plant": 30.695815012851558, "bbox/AP-refrigerator": 58.455169996300896, "bbox/AP-remote": 40.108804511368156, "bbox/AP-sandwich": 40.55845706911034, "bbox/AP-scissors": 36.90307214382866, "bbox/AP-sheep": 56.430087559128204, "bbox/AP-sink": 40.957216863905074, "bbox/AP-skateboard": 55.941783988245405, "bbox/AP-skis": 29.14159446428308, "bbox/AP-snowboard": 44.70888252395449, "bbox/AP-spoon": 23.82270256107421, "bbox/AP-sports ball": 51.06410696145306, "bbox/AP-stop sign": 69.97401388764474, "bbox/AP-suitcase": 45.391286624119196, "bbox/AP-surfboard": 44.598336807718155, "bbox/AP-teddy bear": 51.63114648151077, "bbox/AP-tennis racket": 53.082172173345086, "bbox/AP-tie": 38.76748922791652, "bbox/AP-toaster": 45.8214215250926, "bbox/AP-toilet": 62.86879976588712, "bbox/AP-toothbrush": 34.937575170840304, "bbox/AP-traffic light": 31.01150665918174, "bbox/AP-train": 66.61147781312424, "bbox/AP-truck": 39.718677214402874, "bbox/AP-tv": 59.11470021858304, "bbox/AP-umbrella": 44.026487698872735, "bbox/AP-vase": 41.15428462196841, "bbox/AP-wine glass": 39.63704896828615, "bbox/AP-zebra": 68.34381216519898, "bbox/AP50": 67.93641370842509, "bbox/AP75": 50.8695313270877, "bbox/APl": 58.40041158276007, "bbox/APm": 49.343692720576435, "bbox/APs": 31.09345800279975, "data_time": 0.014291817788034678, "eta_seconds": 50098.58726989478, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2230281399610473, "fast_rcnn/fg_cls_accuracy": 0.760607619117593, "iteration": 219999, "loss_box_reg": 0.19731771759688854, "loss_cls": 0.1484082299284637, "loss_mask": 0.22571256384253502, "loss_rpn_cls": 0.026582550315652043, "loss_rpn_loc": 0.06458842530264519, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134423615812135, "mask_rcnn/false_negative": 0.08277402750486934, "mask_rcnn/false_positive": 0.09559579930799145, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "segm/AP": 42.059877381271974, "segm/AP-airplane": 55.72649169864822, "segm/AP-apple": 23.573421467976896, "segm/AP-backpack": 20.07132156642276, "segm/AP-banana": 24.113888367057186, "segm/AP-baseball bat": 31.242431128082583, "segm/AP-baseball glove": 45.99867891850984, "segm/AP-bear": 75.93433099181152, "segm/AP-bed": 35.59767909112705, "segm/AP-bench": 21.398843408703584, "segm/AP-bicycle": 21.631026952704286, "segm/AP-bird": 34.69542230427279, "segm/AP-boat": 26.756748642803746, "segm/AP-book": 13.375660597970048, "segm/AP-bottle": 41.825346200957874, "segm/AP-bowl": 42.715247374105076, "segm/AP-broccoli": 25.508141788176452, "segm/AP-bus": 67.06617696282338, "segm/AP-cake": 43.65804414382392, "segm/AP-car": 46.24746374184372, "segm/AP-carrot": 22.20133551202432, "segm/AP-cat": 70.16900662205128, "segm/AP-cell phone": 39.36005785300278, "segm/AP-chair": 22.76156122521857, "segm/AP-clock": 52.60242198769761, "segm/AP-couch": 41.87513163704377, "segm/AP-cow": 55.471494656929195, "segm/AP-cup": 46.82274973518168, "segm/AP-dining table": 18.501808757084767, "segm/AP-dog": 65.28828462010439, "segm/AP-donut": 53.37824866541466, "segm/AP-elephant": 61.05945090315114, "segm/AP-fire hydrant": 69.40743397314192, "segm/AP-fork": 21.502556051725595, "segm/AP-frisbee": 68.86451618753637, "segm/AP-giraffe": 55.286962135762806, "segm/AP-hair drier": 6.563100339884735, "segm/AP-handbag": 19.861426282281684, "segm/AP-horse": 45.27030293042941, "segm/AP-hot dog": 33.037849234750816, "segm/AP-keyboard": 52.36426037782918, "segm/AP-kite": 35.93633258379595, "segm/AP-knife": 17.489468269853266, "segm/AP-laptop": 63.881974865300364, "segm/AP-microwave": 63.23437869195311, "segm/AP-motorcycle": 36.87720272023281, "segm/AP-mouse": 63.535180259324406, "segm/AP-orange": 32.402266981388976, "segm/AP-oven": 35.518047887845626, "segm/AP-parking meter": 50.24814715214436, "segm/AP-person": 50.74531648788335, "segm/AP-pizza": 54.338095198153866, "segm/AP-potted plant": 26.98828291314469, "segm/AP-refrigerator": 61.497967285219126, "segm/AP-remote": 37.73179979336535, "segm/AP-sandwich": 40.75768264869249, "segm/AP-scissors": 25.789965002625575, "segm/AP-sheep": 50.364147421454184, "segm/AP-sink": 38.32484352054341, "segm/AP-skateboard": 37.43987651288613, "segm/AP-skis": 5.666566799525585, "segm/AP-snowboard": 28.88349125672416, "segm/AP-spoon": 16.426026450541254, "segm/AP-sports ball": 52.172956869034806, "segm/AP-stop sign": 68.35193469422694, "segm/AP-suitcase": 46.75719771761969, "segm/AP-surfboard": 38.70432419510791, "segm/AP-teddy bear": 50.680894471964045, "segm/AP-tennis racket": 60.19977574434182, "segm/AP-tie": 35.635809380467855, "segm/AP-toaster": 50.89047682747705, "segm/AP-toilet": 61.42974818451579, "segm/AP-toothbrush": 23.602193374749277, "segm/AP-traffic light": 30.024590736359585, "segm/AP-train": 64.57902250573699, "segm/AP-truck": 39.292252988493246, "segm/AP-tv": 61.86469270364706, "segm/AP-umbrella": 51.39455712473365, "segm/AP-vase": 41.41769751290784, "segm/AP-wine glass": 36.234369832337, "segm/AP-zebra": 58.69430989937214, "segm/AP50": 65.40602739388048, "segm/AP75": 45.57738002392321, "segm/APl": 58.551795355445755, "segm/APm": 44.83755588319272, "segm/APs": 23.688301167877118, "time": 1.0224577588960528, "total_loss": 0.6661630746675655}
{"data_time": 0.023703566752374172, "eta_seconds": 50078.54783498682, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2644552139037433, "fast_rcnn/fg_cls_accuracy": 0.7263814616755793, "iteration": 220019, "loss_box_reg": 0.19911380857229233, "loss_cls": 0.1493436200544238, "loss_mask": 0.2268228754401207, "loss_rpn_cls": 0.028347080340608954, "loss_rpn_loc": 0.07974622922483832, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007167266726923, "mask_rcnn/false_negative": 0.08717893799779813, "mask_rcnn/false_positive": 0.11530330288409323, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9891255726106465, "total_loss": 0.683239235309884}
{"data_time": 0.014892835635691881, "eta_seconds": 50054.06489243731, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2410328605655725, "fast_rcnn/fg_cls_accuracy": 0.7135511305097129, "iteration": 220039, "loss_box_reg": 0.20544746331870556, "loss_cls": 0.16180886328220367, "loss_mask": 0.23003973625600338, "loss_rpn_cls": 0.030637204356025904, "loss_rpn_loc": 0.07029634527862072, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010326872564209, "mask_rcnn/false_negative": 0.07705094678471248, "mask_rcnn/false_positive": 0.12648240159726792, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0499485093168914, "total_loss": 0.7247305484488606}
{"data_time": 0.01920383656397462, "eta_seconds": 50034.02723635547, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22197338336166972, "fast_rcnn/fg_cls_accuracy": 0.7590715117030906, "iteration": 220059, "loss_box_reg": 0.20913952495902777, "loss_cls": 0.15481382654979825, "loss_mask": 0.22202488221228123, "loss_rpn_cls": 0.027854008658323437, "loss_rpn_loc": 0.07100294891279191, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070673748259872, "mask_rcnn/false_negative": 0.08048617311054068, "mask_rcnn/false_positive": 0.10423878960381287, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9925462314859033, "total_loss": 0.7140403048833832}
{"data_time": 0.020096410997211933, "eta_seconds": 50025.16581773758, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27574097938144326, "fast_rcnn/fg_cls_accuracy": 0.7128453654188949, "iteration": 220079, "loss_box_reg": 0.21209479868412018, "loss_cls": 0.14810264203697443, "loss_mask": 0.21872921288013458, "loss_rpn_cls": 0.02456553524825722, "loss_rpn_loc": 0.06632124609313905, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089503270167333, "mask_rcnn/false_negative": 0.08327504676194358, "mask_rcnn/false_positive": 0.1082028115413888, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.004226156976074, "total_loss": 0.6776300045894459}
{"data_time": 0.017662081867456436, "eta_seconds": 50010.9955703374, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.27864127842264275, "fast_rcnn/fg_cls_accuracy": 0.7032385256069467, "iteration": 220099, "loss_box_reg": 0.2107429290190339, "loss_cls": 0.15608586929738522, "loss_mask": 0.21546244248747826, "loss_rpn_cls": 0.023504707496613264, "loss_rpn_loc": 0.07298797415569425, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050651544277771, "mask_rcnn/false_negative": 0.08548972420935413, "mask_rcnn/false_positive": 0.10975473293851135, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0276393415406346, "total_loss": 0.6917955136159435}
{"data_time": 0.015717857517302036, "eta_seconds": 50003.194341398776, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2282455667385574, "fast_rcnn/fg_cls_accuracy": 0.7490548885267347, "iteration": 220119, "loss_box_reg": 0.19321154803037643, "loss_cls": 0.14699102519080043, "loss_mask": 0.21798599511384964, "loss_rpn_cls": 0.022880612305016257, "loss_rpn_loc": 0.06148814922198653, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076773698529556, "mask_rcnn/false_negative": 0.08329142355498434, "mask_rcnn/false_positive": 0.09443586539603568, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0208316911011934, "total_loss": 0.6298665851354599}
{"data_time": 0.014039278030395508, "eta_seconds": 50012.075899299234, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2767813694820994, "fast_rcnn/fg_cls_accuracy": 0.6964684267387775, "iteration": 220139, "loss_box_reg": 0.20132563076913357, "loss_cls": 0.15519997477531433, "loss_mask": 0.2126375027000904, "loss_rpn_cls": 0.028300234116613865, "loss_rpn_loc": 0.06539107067510486, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993575063645193, "mask_rcnn/false_negative": 0.0920807445822055, "mask_rcnn/false_positive": 0.10131586401691653, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0384394763968885, "total_loss": 0.691874174401164}
{"data_time": 0.012468550819903612, "eta_seconds": 49972.35968593508, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.21007406648918014, "fast_rcnn/fg_cls_accuracy": 0.766003065284028, "iteration": 220159, "loss_box_reg": 0.20055792480707169, "loss_cls": 0.15320238005369902, "loss_mask": 0.22946088388562202, "loss_rpn_cls": 0.027617375773843378, "loss_rpn_loc": 0.07711499184370041, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112007276528171, "mask_rcnn/false_negative": 0.08196681118470278, "mask_rcnn/false_positive": 0.09553653862250613, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 0.9813200854696333, "total_loss": 0.6957728939596564}
{"data_time": 0.018426017835736275, "eta_seconds": 49961.19807725772, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24095203488372094, "fast_rcnn/fg_cls_accuracy": 0.7387121212121213, "iteration": 220179, "loss_box_reg": 0.2113072033971548, "loss_cls": 0.15176410228013992, "loss_mask": 0.22790363244712353, "loss_rpn_cls": 0.027786200516857207, "loss_rpn_loc": 0.06993447587592527, "lr": 1e-05, "mask_rcnn/accuracy": 0.906606171960126, "mask_rcnn/false_negative": 0.08811003230837862, "mask_rcnn/false_positive": 0.09770395193060163, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9831185527145863, "total_loss": 0.7043181414483115}
{"data_time": 0.01385356206446886, "eta_seconds": 49951.892895810306, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2613976211675, "fast_rcnn/fg_cls_accuracy": 0.720087665228409, "iteration": 220199, "loss_box_reg": 0.18344971537590027, "loss_cls": 0.16222747322171926, "loss_mask": 0.2116461033001542, "loss_rpn_cls": 0.028007193584926426, "loss_rpn_loc": 0.055456835543736815, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069442881319194, "mask_rcnn/false_negative": 0.07775274998943513, "mask_rcnn/false_positive": 0.10063100433576223, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.017621194012463, "total_loss": 0.644631257513538}
{"data_time": 0.023227355908602476, "eta_seconds": 49942.758056176826, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.21863908275174476, "fast_rcnn/fg_cls_accuracy": 0.7576903268096263, "iteration": 220219, "loss_box_reg": 0.18857965990900993, "loss_cls": 0.1409387905150652, "loss_mask": 0.2181375790387392, "loss_rpn_cls": 0.02083849284099415, "loss_rpn_loc": 0.06433364003896713, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085530963216724, "mask_rcnn/false_negative": 0.07873724479741576, "mask_rcnn/false_positive": 0.08903711000933454, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 1.0724312136881053, "total_loss": 0.6325116512016393}
{"data_time": 0.014747107867151499, "eta_seconds": 49918.87931711972, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2612268061587051, "fast_rcnn/fg_cls_accuracy": 0.7104841097512831, "iteration": 220239, "loss_box_reg": 0.20404954254627228, "loss_cls": 0.15395417343825102, "loss_mask": 0.22985977120697498, "loss_rpn_cls": 0.023627215647138655, "loss_rpn_loc": 0.0623401808552444, "lr": 1e-05, "mask_rcnn/accuracy": 0.891727919981552, "mask_rcnn/false_negative": 0.09175920852270661, "mask_rcnn/false_positive": 0.11596108699857996, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9974676487036049, "total_loss": 0.6703967021312565}
{"data_time": 0.013927235268056393, "eta_seconds": 49886.49181969464, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26009026722674056, "fast_rcnn/fg_cls_accuracy": 0.713953910361096, "iteration": 220259, "loss_box_reg": 0.21048242785036564, "loss_cls": 0.14547470584511757, "loss_mask": 0.22944278456270695, "loss_rpn_cls": 0.02333097846712917, "loss_rpn_loc": 0.06348121212795377, "lr": 1e-05, "mask_rcnn/accuracy": 0.8986500784540633, "mask_rcnn/false_negative": 0.08606583386330469, "mask_rcnn/false_positive": 0.1084138981860388, "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": 1.0051978309638798, "total_loss": 0.6705704196938314}
{"data_time": 0.019154612440615892, "eta_seconds": 49866.43291667104, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23295996823724335, "fast_rcnn/fg_cls_accuracy": 0.7475122999867028, "iteration": 220279, "loss_box_reg": 0.19931768253445625, "loss_cls": 0.1469040671363473, "loss_mask": 0.2237080093473196, "loss_rpn_cls": 0.024663548218086362, "loss_rpn_loc": 0.06821724120527506, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098321139868091, "mask_rcnn/false_negative": 0.07845731772899517, "mask_rcnn/false_positive": 0.101894948712273, "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": 0.9823257066309452, "total_loss": 0.6696262240875512}
{"data_time": 0.01873044390231371, "eta_seconds": 49815.933706378564, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2393959582500555, "fast_rcnn/fg_cls_accuracy": 0.730253164556962, "iteration": 220299, "loss_box_reg": 0.20025120675563812, "loss_cls": 0.15180679969489574, "loss_mask": 0.21127757616341114, "loss_rpn_cls": 0.023010620032437146, "loss_rpn_loc": 0.07846287684515119, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034861409598804, "mask_rcnn/false_negative": 0.08251966581861839, "mask_rcnn/false_positive": 0.09610037294567261, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9876983473077416, "total_loss": 0.676144216558896}
{"data_time": 0.012681445572525263, "eta_seconds": 49833.885752521455, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.26363544387623705, "fast_rcnn/fg_cls_accuracy": 0.736364556123763, "iteration": 220319, "loss_box_reg": 0.19929249212145805, "loss_cls": 0.1428346699103713, "loss_mask": 0.22175694815814495, "loss_rpn_cls": 0.024360788142075762, "loss_rpn_loc": 0.0676247866358608, "lr": 1e-05, "mask_rcnn/accuracy": 0.9120404902603418, "mask_rcnn/false_negative": 0.08550099488440685, "mask_rcnn/false_positive": 0.10574596603584509, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0373149402439594, "total_loss": 0.6596110555110499}
{"data_time": 0.013861356768757105, "eta_seconds": 49806.256207600236, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.26308919106511863, "fast_rcnn/fg_cls_accuracy": 0.7205063327953003, "iteration": 220339, "loss_box_reg": 0.21283191442489624, "loss_cls": 0.16014416236430407, "loss_mask": 0.22203983925282955, "loss_rpn_cls": 0.026024274644441903, "loss_rpn_loc": 0.07044170633889735, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101482923173794, "mask_rcnn/false_negative": 0.09327030431318041, "mask_rcnn/false_positive": 0.08465639758833488, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0041599990800023, "total_loss": 0.6895967854215996}
{"data_time": 0.012971674557775259, "eta_seconds": 49755.79374616966, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23126422250316056, "fast_rcnn/fg_cls_accuracy": 0.7321590909090909, "iteration": 220359, "loss_box_reg": 0.19153130799531937, "loss_cls": 0.1529106772504747, "loss_mask": 0.22616399638354778, "loss_rpn_cls": 0.025081788655370474, "loss_rpn_loc": 0.06145934807136655, "lr": 1e-05, "mask_rcnn/accuracy": 0.9119089460282066, "mask_rcnn/false_negative": 0.08541441377352166, "mask_rcnn/false_positive": 0.10137864091746289, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9747062753885984, "total_loss": 0.6688568201498128}
{"data_time": 0.017285251058638096, "eta_seconds": 49746.37391765602, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2619384705274276, "fast_rcnn/fg_cls_accuracy": 0.7199118589743589, "iteration": 220379, "loss_box_reg": 0.2054714672267437, "loss_cls": 0.15449967794120312, "loss_mask": 0.2266664132475853, "loss_rpn_cls": 0.02226936150691472, "loss_rpn_loc": 0.07302243914455175, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087247670807453, "mask_rcnn/false_negative": 0.07962801268544106, "mask_rcnn/false_positive": 0.1151375734660424, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0066675678826869, "total_loss": 0.6820528202224523}
{"data_time": 0.015526991803199053, "eta_seconds": 49710.3282622993, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23137771918259725, "fast_rcnn/fg_cls_accuracy": 0.7228468899521532, "iteration": 220399, "loss_box_reg": 0.1984732486307621, "loss_cls": 0.14640475949272513, "loss_mask": 0.21655002981424332, "loss_rpn_cls": 0.022050890227546915, "loss_rpn_loc": 0.0745687095914036, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065574986067471, "mask_rcnn/false_negative": 0.09956133168082926, "mask_rcnn/false_positive": 0.10398082782873494, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9785069129429758, "total_loss": 0.6590675076004118}
{"data_time": 0.01979401521384716, "eta_seconds": 49695.65378596075, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.21548600699650175, "fast_rcnn/fg_cls_accuracy": 0.773644427786107, "iteration": 220419, "loss_box_reg": 0.17769999895244837, "loss_cls": 0.1249734302982688, "loss_mask": 0.20864293910562992, "loss_rpn_cls": 0.020359352231025696, "loss_rpn_loc": 0.05639521079137921, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125068866443529, "mask_rcnn/false_negative": 0.07566952622807067, "mask_rcnn/false_positive": 0.1032811723675428, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.994903021492064, "total_loss": 0.5894745058612898}
{"data_time": 0.013988112099468708, "eta_seconds": 49652.03150913119, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24060360436824535, "fast_rcnn/fg_cls_accuracy": 0.7126969416126043, "iteration": 220439, "loss_box_reg": 0.19986998289823532, "loss_cls": 0.14757579285651445, "loss_mask": 0.22050047852098942, "loss_rpn_cls": 0.027912415680475533, "loss_rpn_loc": 0.06698501179926097, "lr": 1e-05, "mask_rcnn/accuracy": 0.900656206377177, "mask_rcnn/false_negative": 0.08587895240246468, "mask_rcnn/false_positive": 0.10145320756168448, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9872009437531233, "total_loss": 0.6495203345548362}
{"data_time": 0.018768534995615482, "eta_seconds": 49636.68371532112, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.2593115826136404, "fast_rcnn/fg_cls_accuracy": 0.702787947057167, "iteration": 220459, "loss_box_reg": 0.18958604615181684, "loss_cls": 0.14469387382268906, "loss_mask": 0.22774196229875088, "loss_rpn_cls": 0.025714112911373377, "loss_rpn_loc": 0.07030234602279961, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999129460390102, "mask_rcnn/false_negative": 0.0851243557678712, "mask_rcnn/false_positive": 0.11319408383960589, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.000766871497035, "total_loss": 0.6683841905323789}
{"data_time": 0.02384704351425171, "eta_seconds": 49660.347827896476, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22436898256570387, "fast_rcnn/fg_cls_accuracy": 0.7528372528372529, "iteration": 220479, "loss_box_reg": 0.19642318226397038, "loss_cls": 0.1513437256217003, "loss_mask": 0.21731149777770042, "loss_rpn_cls": 0.026075901929289103, "loss_rpn_loc": 0.055603570537641644, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045224935212179, "mask_rcnn/false_negative": 0.08859563136931446, "mask_rcnn/false_positive": 0.09581427921331656, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0038073877803981, "total_loss": 0.6534881477127783}
{"data_time": 0.02253019018098712, "eta_seconds": 49640.291144605726, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2288981288981289, "fast_rcnn/fg_cls_accuracy": 0.7678424186898762, "iteration": 220499, "loss_box_reg": 0.192566922865808, "loss_cls": 0.1400614264421165, "loss_mask": 0.22058731690049171, "loss_rpn_cls": 0.023438656353391707, "loss_rpn_loc": 0.06773760402575135, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071035161436947, "mask_rcnn/false_negative": 0.07802134933522945, "mask_rcnn/false_positive": 0.10647081120258566, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9917634422890842, "total_loss": 0.6426681333687156}
{"data_time": 0.014411619864404202, "eta_seconds": 49576.56661756337, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.19639410768443027, "fast_rcnn/fg_cls_accuracy": 0.7655472636815921, "iteration": 220519, "loss_box_reg": 0.17958291433751583, "loss_cls": 0.13262776657938957, "loss_mask": 0.21688849665224552, "loss_rpn_cls": 0.023233404965139925, "loss_rpn_loc": 0.06811705441214144, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086436572919105, "mask_rcnn/false_negative": 0.08176924838283528, "mask_rcnn/false_positive": 0.09892596351636342, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9826609189622104, "total_loss": 0.6015361627796665}
{"data_time": 0.016312637832015753, "eta_seconds": 49568.428246770054, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.1901482822535454, "fast_rcnn/fg_cls_accuracy": 0.7744803556409948, "iteration": 220539, "loss_box_reg": 0.1848913999274373, "loss_cls": 0.13629591651260853, "loss_mask": 0.20286523178219795, "loss_rpn_cls": 0.022630649036727846, "loss_rpn_loc": 0.05026337062008679, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035556035748789, "mask_rcnn/false_negative": 0.09058710505150003, "mask_rcnn/false_positive": 0.09759307034171713, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9853952089324594, "total_loss": 0.6016032980987802}
{"data_time": 0.01455018250271678, "eta_seconds": 49565.915487483144, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.25431271200129224, "fast_rcnn/fg_cls_accuracy": 0.7248683987094583, "iteration": 220559, "loss_box_reg": 0.20271257311105728, "loss_cls": 0.1515426621772349, "loss_mask": 0.2250298522412777, "loss_rpn_cls": 0.024116197251714766, "loss_rpn_loc": 0.07003957312554121, "lr": 1e-05, "mask_rcnn/accuracy": 0.8974095619151119, "mask_rcnn/false_negative": 0.0938519631002453, "mask_rcnn/false_positive": 0.11249525961886223, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.010343058500439, "total_loss": 0.6693753296276554}
{"data_time": 0.016778735909610987, "eta_seconds": 49560.06441144273, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2263088035559946, "fast_rcnn/fg_cls_accuracy": 0.7251046486010134, "iteration": 220579, "loss_box_reg": 0.20327789150178432, "loss_cls": 0.16334950365126133, "loss_mask": 0.20891622081398964, "loss_rpn_cls": 0.030542123829945922, "loss_rpn_loc": 0.07104846090078354, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109237254823022, "mask_rcnn/false_negative": 0.08753914839300811, "mask_rcnn/false_positive": 0.09456394567510909, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0182165619917214, "total_loss": 0.686959968181327}
{"data_time": 0.01897116983309388, "eta_seconds": 49560.6950414367, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.20159268769870384, "fast_rcnn/fg_cls_accuracy": 0.7914072904084982, "iteration": 220599, "loss_box_reg": 0.18916276562958956, "loss_cls": 0.14085539523512125, "loss_mask": 0.2145654819905758, "loss_rpn_cls": 0.027855254476889968, "loss_rpn_loc": 0.07040314842015505, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079146520348191, "mask_rcnn/false_negative": 0.08329713140459517, "mask_rcnn/false_positive": 0.09637967291107849, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0090540940873325, "total_loss": 0.6683469356503338}
{"data_time": 0.01502163801342249, "eta_seconds": 49500.95536272973, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22516556291390727, "fast_rcnn/fg_cls_accuracy": 0.7326495450384968, "iteration": 220619, "loss_box_reg": 0.19290813989937305, "loss_cls": 0.15412119310349226, "loss_mask": 0.22267142683267593, "loss_rpn_cls": 0.027502103243023157, "loss_rpn_loc": 0.06217441975604743, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099149886493121, "mask_rcnn/false_negative": 0.07753129051760768, "mask_rcnn/false_positive": 0.11245621641917264, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9978870167396963, "total_loss": 0.6682135824812576}
{"data_time": 0.0186199932359159, "eta_seconds": 49508.269558921456, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2661135422479368, "fast_rcnn/fg_cls_accuracy": 0.7033503089951934, "iteration": 220639, "loss_box_reg": 0.1934240311384201, "loss_cls": 0.1435555499047041, "loss_mask": 0.2140701338648796, "loss_rpn_cls": 0.023473175591789186, "loss_rpn_loc": 0.06057419185526669, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043424409819416, "mask_rcnn/false_negative": 0.08409018015297542, "mask_rcnn/false_positive": 0.10902906904034015, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 0.995008728466928, "total_loss": 0.6533175256336108}
{"data_time": 0.016967404633760452, "eta_seconds": 49485.31375922263, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2114321949451943, "fast_rcnn/fg_cls_accuracy": 0.7637991159681038, "iteration": 220659, "loss_box_reg": 0.17820302117615938, "loss_cls": 0.12630493519827724, "loss_mask": 0.21097052283585072, "loss_rpn_cls": 0.019911575072910637, "loss_rpn_loc": 0.04996606707572937, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049885119296638, "mask_rcnn/false_negative": 0.07873377555054768, "mask_rcnn/false_positive": 0.10845527991597503, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.978384843096137, "total_loss": 0.5652660081104841}
{"data_time": 0.013755905907601118, "eta_seconds": 49456.374616362154, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27123774701197045, "fast_rcnn/fg_cls_accuracy": 0.7196594427244583, "iteration": 220679, "loss_box_reg": 0.1900043711066246, "loss_cls": 0.14931669738143682, "loss_mask": 0.22428172267973423, "loss_rpn_cls": 0.02190992224495858, "loss_rpn_loc": 0.0649183657951653, "lr": 1e-05, "mask_rcnn/accuracy": 0.9014606107723224, "mask_rcnn/false_negative": 0.06973567290743277, "mask_rcnn/false_positive": 0.10089525362148102, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0639598141424358, "total_loss": 0.6580625826900359}
{"data_time": 0.013086033053696156, "eta_seconds": 49412.022643117234, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.19812554489973844, "fast_rcnn/fg_cls_accuracy": 0.7518351685018352, "iteration": 220699, "loss_box_reg": 0.18923686631023884, "loss_cls": 0.14013455482199788, "loss_mask": 0.20715870894491673, "loss_rpn_cls": 0.024650096718687564, "loss_rpn_loc": 0.06264595757238567, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038318261619077, "mask_rcnn/false_negative": 0.08032135218300904, "mask_rcnn/false_positive": 0.11853787759043843, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9752853997051716, "total_loss": 0.6268912600935437}
{"data_time": 0.015062418766319752, "eta_seconds": 49383.116115927696, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.23821193914479463, "fast_rcnn/fg_cls_accuracy": 0.7527426404608215, "iteration": 220719, "loss_box_reg": 0.20259062014520168, "loss_cls": 0.16059521678835154, "loss_mask": 0.22083176113665104, "loss_rpn_cls": 0.025675558135844767, "loss_rpn_loc": 0.06423944910056889, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108798501116713, "mask_rcnn/false_negative": 0.10492604122563744, "mask_rcnn/false_positive": 0.0934303174134895, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9792623342946172, "total_loss": 0.6860472416155972}
{"data_time": 0.017493431456387043, "eta_seconds": 49363.07426685467, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.26905935579715035, "fast_rcnn/fg_cls_accuracy": 0.7221396898282576, "iteration": 220739, "loss_box_reg": 0.1997808814048767, "loss_cls": 0.16544550843536854, "loss_mask": 0.21134711429476738, "loss_rpn_cls": 0.028086431324481964, "loss_rpn_loc": 0.06631120399106294, "lr": 1e-05, "mask_rcnn/accuracy": 0.9166304937064467, "mask_rcnn/false_negative": 0.07496072030597473, "mask_rcnn/false_positive": 0.09274159469594609, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9934722506441176, "total_loss": 0.6863153439480811}
{"data_time": 0.01340169832110405, "eta_seconds": 49387.90909808129, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23067643915101543, "fast_rcnn/fg_cls_accuracy": 0.7315604909409702, "iteration": 220759, "loss_box_reg": 0.19215822964906693, "loss_cls": 0.13769505266100168, "loss_mask": 0.21733809262514114, "loss_rpn_cls": 0.021776720182970166, "loss_rpn_loc": 0.06825894047506154, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093218227770452, "mask_rcnn/false_negative": 0.08191019338844835, "mask_rcnn/false_positive": 0.11341824370796004, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0209594047628343, "total_loss": 0.6719750773627311}
{"data_time": 0.019058632664382458, "eta_seconds": 49374.062706818804, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2649338643151756, "fast_rcnn/fg_cls_accuracy": 0.7145453944541759, "iteration": 220779, "loss_box_reg": 0.2249260861426592, "loss_cls": 0.15470472443848848, "loss_mask": 0.22811318933963776, "loss_rpn_cls": 0.02637321804650128, "loss_rpn_loc": 0.06997580733150244, "lr": 1e-05, "mask_rcnn/accuracy": 0.8944092983412566, "mask_rcnn/false_negative": 0.09342759277519905, "mask_rcnn/false_positive": 0.10684034830038136, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 1.0386121780611575, "total_loss": 0.7136238503735512}
{"data_time": 0.01620415598154068, "eta_seconds": 49347.7889444679, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27695237073589357, "fast_rcnn/fg_cls_accuracy": 0.6967109004739336, "iteration": 220799, "loss_box_reg": 0.1927868342027068, "loss_cls": 0.14276800956577063, "loss_mask": 0.23793369345366955, "loss_rpn_cls": 0.029876935062929988, "loss_rpn_loc": 0.07769735879264772, "lr": 1e-05, "mask_rcnn/accuracy": 0.8929023329566387, "mask_rcnn/false_negative": 0.085915109212235, "mask_rcnn/false_positive": 0.11469912536855538, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9967872411943972, "total_loss": 0.7177219133591279}
{"data_time": 0.016388000920414925, "eta_seconds": 49327.25998803973, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.284540527223454, "fast_rcnn/fg_cls_accuracy": 0.696862335595833, "iteration": 220819, "loss_box_reg": 0.20106655173003674, "loss_cls": 0.15475542098283768, "loss_mask": 0.22322087548673153, "loss_rpn_cls": 0.025880482979118824, "loss_rpn_loc": 0.05995869543403387, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998730379484409, "mask_rcnn/false_negative": 0.09280579184437651, "mask_rcnn/false_positive": 0.10584521753033763, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9899143492802978, "total_loss": 0.6689233661163598}
{"data_time": 0.017446710728108883, "eta_seconds": 49295.9322007373, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2278994322789943, "fast_rcnn/fg_cls_accuracy": 0.7411862555241076, "iteration": 220839, "loss_box_reg": 0.21435467526316643, "loss_cls": 0.160429195035249, "loss_mask": 0.22853820212185383, "loss_rpn_cls": 0.025237084832042456, "loss_rpn_loc": 0.06586178671568632, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023169315803243, "mask_rcnn/false_negative": 0.09091933383815404, "mask_rcnn/false_positive": 0.1033707372895161, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9975875313393772, "total_loss": 0.7187236406607553}
{"data_time": 0.016063518822193146, "eta_seconds": 49247.72672960535, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2150491170454873, "fast_rcnn/fg_cls_accuracy": 0.7629211608185804, "iteration": 220859, "loss_box_reg": 0.19325654581189156, "loss_cls": 0.15423408336937428, "loss_mask": 0.21511770598590374, "loss_rpn_cls": 0.027011016733013093, "loss_rpn_loc": 0.06781535968184471, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079791742076775, "mask_rcnn/false_negative": 0.08404184496762726, "mask_rcnn/false_positive": 0.1048854028751188, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9841773421503603, "total_loss": 0.6341158353025094}
{"data_time": 0.01577200647443533, "eta_seconds": 49205.93622587621, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.25227272727272726, "fast_rcnn/fg_cls_accuracy": 0.732054166179736, "iteration": 220879, "loss_box_reg": 0.2115233689546585, "loss_cls": 0.16487091267481446, "loss_mask": 0.22730360366404057, "loss_rpn_cls": 0.026691882056184113, "loss_rpn_loc": 0.07989453908521682, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934335369064433, "mask_rcnn/false_negative": 0.0972672617798255, "mask_rcnn/false_positive": 0.11063372279176627, "roi_head/num_bg_samples": 428.375, "roi_head/num_fg_samples": 83.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0019734324887395, "total_loss": 0.6989845849457197}
{"data_time": 0.019592219032347202, "eta_seconds": 49175.49250503071, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1940977951102445, "fast_rcnn/fg_cls_accuracy": 0.7899534221762194, "iteration": 220899, "loss_box_reg": 0.19790480565279722, "loss_cls": 0.15008730348199606, "loss_mask": 0.21947901230305433, "loss_rpn_cls": 0.0245031543308869, "loss_rpn_loc": 0.06691215152386576, "lr": 1e-05, "mask_rcnn/accuracy": 0.9166751174239653, "mask_rcnn/false_negative": 0.07165893229614084, "mask_rcnn/false_positive": 0.10472388869489208, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.008013443555683, "total_loss": 0.6395241348654963}
{"data_time": 0.014035985339432955, "eta_seconds": 49155.46175451949, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.22956091911232446, "fast_rcnn/fg_cls_accuracy": 0.7604900234741784, "iteration": 220919, "loss_box_reg": 0.20720212999731302, "loss_cls": 0.14820625074207783, "loss_mask": 0.21342421509325504, "loss_rpn_cls": 0.026160407694987953, "loss_rpn_loc": 0.05413119005970657, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041241967753413, "mask_rcnn/false_negative": 0.08349395005164256, "mask_rcnn/false_positive": 0.10291268004957849, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0150229972787201, "total_loss": 0.6435709156794474}
{"data_time": 0.01892069773748517, "eta_seconds": 49059.782558027655, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2270995747696669, "fast_rcnn/fg_cls_accuracy": 0.7241286993769471, "iteration": 220939, "loss_box_reg": 0.18884869432076812, "loss_cls": 0.13960123341530561, "loss_mask": 0.20759768038988113, "loss_rpn_cls": 0.026689012360293418, "loss_rpn_loc": 0.05869501258712262, "lr": 1e-05, "mask_rcnn/accuracy": 0.9111214343787941, "mask_rcnn/false_negative": 0.08057264208250645, "mask_rcnn/false_positive": 0.09388958496733665, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9822782254777849, "total_loss": 0.6299754153005779}
{"data_time": 0.015948652289807796, "eta_seconds": 49052.9940661788, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2261387473778843, "fast_rcnn/fg_cls_accuracy": 0.7588407923697725, "iteration": 220959, "loss_box_reg": 0.1882461179047823, "loss_cls": 0.14262438099831343, "loss_mask": 0.2123107835650444, "loss_rpn_cls": 0.027154629351571202, "loss_rpn_loc": 0.0692642200156115, "lr": 1e-05, "mask_rcnn/accuracy": 0.922620949711433, "mask_rcnn/false_negative": 0.08023888533439327, "mask_rcnn/false_positive": 0.08465705891854966, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0047395736910403, "total_loss": 0.6618177958298475}
{"data_time": 0.021905633620917797, "eta_seconds": 48993.97519226186, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.26046348314606743, "fast_rcnn/fg_cls_accuracy": 0.7307935393258427, "iteration": 220979, "loss_box_reg": 0.2009396143257618, "loss_cls": 0.15712981764227152, "loss_mask": 0.2182025332003832, "loss_rpn_cls": 0.024387560901232064, "loss_rpn_loc": 0.07426404138095677, "lr": 1e-05, "mask_rcnn/accuracy": 0.904613153202658, "mask_rcnn/false_negative": 0.08012715671308185, "mask_rcnn/false_positive": 0.10618367221415391, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.987406691070646, "total_loss": 0.6560661210678518}
{"data_time": 0.01754799112677574, "eta_seconds": 48955.51594393328, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.23913603052510446, "fast_rcnn/fg_cls_accuracy": 0.7596677972260917, "iteration": 220999, "loss_box_reg": 0.1960759637877345, "loss_cls": 0.14934346918016672, "loss_mask": 0.21453584171831608, "loss_rpn_cls": 0.024584424740169197, "loss_rpn_loc": 0.0648805235978216, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023628504771954, "mask_rcnn/false_negative": 0.08457638936056022, "mask_rcnn/false_positive": 0.11143462102237266, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9811633741483092, "total_loss": 0.6517718092072755}
{"data_time": 0.01934958016499877, "eta_seconds": 48940.82979703322, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2378310478383754, "fast_rcnn/fg_cls_accuracy": 0.7320166136443973, "iteration": 221019, "loss_box_reg": 0.20492063835263252, "loss_cls": 0.15418306924402714, "loss_mask": 0.21722574532032013, "loss_rpn_cls": 0.022168077062815428, "loss_rpn_loc": 0.053422701195813715, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012957174628093, "mask_rcnn/false_negative": 0.0874386867593292, "mask_rcnn/false_positive": 0.0960770545670725, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9926201957277954, "total_loss": 0.659936174255563}
{"data_time": 0.01803319761529565, "eta_seconds": 48896.43292978406, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24313381067925033, "fast_rcnn/fg_cls_accuracy": 0.7391910636288513, "iteration": 221039, "loss_box_reg": 0.1860345508903265, "loss_cls": 0.13736890722066164, "loss_mask": 0.22299200668931007, "loss_rpn_cls": 0.023602773202583194, "loss_rpn_loc": 0.0745973358862102, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086190262726217, "mask_rcnn/false_negative": 0.09084623201848449, "mask_rcnn/false_positive": 0.10268874404460421, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9842169010080397, "total_loss": 0.6658499614859466}
{"data_time": 0.014122639782726765, "eta_seconds": 48882.47932600789, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22920575359599749, "fast_rcnn/fg_cls_accuracy": 0.7538798920377867, "iteration": 221059, "loss_box_reg": 0.19325608946383, "loss_cls": 0.15307874185964465, "loss_mask": 0.2209610678255558, "loss_rpn_cls": 0.027415763353928924, "loss_rpn_loc": 0.07231185404816642, "lr": 1e-05, "mask_rcnn/accuracy": 0.914133352279904, "mask_rcnn/false_negative": 0.07493104401736635, "mask_rcnn/false_positive": 0.09877249774478777, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.003326203674078, "total_loss": 0.6806883870158345}
{"data_time": 0.014638482592999935, "eta_seconds": 48789.499422032386, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26688018674582537, "fast_rcnn/fg_cls_accuracy": 0.7215277418687626, "iteration": 221079, "loss_box_reg": 0.19397303368896246, "loss_cls": 0.13752757338806987, "loss_mask": 0.21194679103791714, "loss_rpn_cls": 0.022493187512736768, "loss_rpn_loc": 0.04626348055899143, "lr": 1e-05, "mask_rcnn/accuracy": 0.8961278584203635, "mask_rcnn/false_negative": 0.0895594286676115, "mask_rcnn/false_positive": 0.10892578137116493, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9927884610369802, "total_loss": 0.6008327049203217}
{"data_time": 0.018648333847522736, "eta_seconds": 48759.86788230948, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24581739317851176, "fast_rcnn/fg_cls_accuracy": 0.7186112122315254, "iteration": 221099, "loss_box_reg": 0.2049238495528698, "loss_cls": 0.153523251414299, "loss_mask": 0.227127181366086, "loss_rpn_cls": 0.027802516357041895, "loss_rpn_loc": 0.05864830478094518, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035383379847666, "mask_rcnn/false_negative": 0.08877004066261976, "mask_rcnn/false_positive": 0.09695157311686112, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9654271411709487, "total_loss": 0.6751686551142484}
{"data_time": 0.020764063112437725, "eta_seconds": 48701.16696450859, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.22699483352468425, "fast_rcnn/fg_cls_accuracy": 0.7289322617680827, "iteration": 221119, "loss_box_reg": 0.20602699182927608, "loss_cls": 0.1606093067675829, "loss_mask": 0.22617575526237488, "loss_rpn_cls": 0.025883446855004877, "loss_rpn_loc": 0.0672575340140611, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024481530078545, "mask_rcnn/false_negative": 0.09652307906784957, "mask_rcnn/false_positive": 0.09822601799393141, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9913163343444467, "total_loss": 0.6929871037136763}
{"data_time": 0.013140441849827766, "eta_seconds": 48670.343693634495, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.26388531480528393, "fast_rcnn/fg_cls_accuracy": 0.7125454545454546, "iteration": 221139, "loss_box_reg": 0.2053508758544922, "loss_cls": 0.15369189251214266, "loss_mask": 0.22233951464295387, "loss_rpn_cls": 0.027868743985891342, "loss_rpn_loc": 0.07453817687928677, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010481905924271, "mask_rcnn/false_negative": 0.0821280558365461, "mask_rcnn/false_positive": 0.11627475636461856, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0197278917767107, "total_loss": 0.6832675638142973}
{"data_time": 0.013741667848080397, "eta_seconds": 48675.07194316015, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23479681727763568, "fast_rcnn/fg_cls_accuracy": 0.7543917435221783, "iteration": 221159, "loss_box_reg": 0.1924787675961852, "loss_cls": 0.13769180420786142, "loss_mask": 0.2194986380636692, "loss_rpn_cls": 0.024513663549441844, "loss_rpn_loc": 0.05340613494627178, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019242713545332, "mask_rcnn/false_negative": 0.08717462177789354, "mask_rcnn/false_positive": 0.11899403047650267, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9984033303335309, "total_loss": 0.6386757770669647}
{"data_time": 0.014546699356287718, "eta_seconds": 48621.66102785617, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2529756802429527, "fast_rcnn/fg_cls_accuracy": 0.7405261430482971, "iteration": 221179, "loss_box_reg": 0.1925224419683218, "loss_cls": 0.1491189068183303, "loss_mask": 0.22312068939208984, "loss_rpn_cls": 0.02617190044838935, "loss_rpn_loc": 0.07326010311953723, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035085153991049, "mask_rcnn/false_negative": 0.09013904232311204, "mask_rcnn/false_positive": 0.09398850521906588, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9351220009848475, "total_loss": 0.6629245785297826}
{"data_time": 0.018236306495964527, "eta_seconds": 48558.69349054992, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.24878686076894363, "fast_rcnn/fg_cls_accuracy": 0.7226588507743523, "iteration": 221199, "loss_box_reg": 0.20240455819293857, "loss_cls": 0.1625478034839034, "loss_mask": 0.22804630734026432, "loss_rpn_cls": 0.027393806842155755, "loss_rpn_loc": 0.04997198982164264, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024979540688456, "mask_rcnn/false_negative": 0.07752378199165703, "mask_rcnn/false_positive": 0.11598672913875324, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9826994929462671, "total_loss": 0.6661124078964349}
{"data_time": 0.015973060857504606, "eta_seconds": 48469.050220772624, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23404605263157896, "fast_rcnn/fg_cls_accuracy": 0.7407561625582946, "iteration": 221219, "loss_box_reg": 0.18955810088664293, "loss_cls": 0.15146828163415194, "loss_mask": 0.21757266111671925, "loss_rpn_cls": 0.028017822885885835, "loss_rpn_loc": 0.07800592365674675, "lr": 1e-05, "mask_rcnn/accuracy": 0.8956481700196464, "mask_rcnn/false_negative": 0.0872266876096786, "mask_rcnn/false_positive": 0.12142171409068596, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9737772224470973, "total_loss": 0.6838717944920063}
{"data_time": 0.017744396813213825, "eta_seconds": 48480.49388110638, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2716647379732187, "fast_rcnn/fg_cls_accuracy": 0.7227272727272727, "iteration": 221239, "loss_box_reg": 0.19189949333667755, "loss_cls": 0.14878610335290432, "loss_mask": 0.20990311540663242, "loss_rpn_cls": 0.023695535433944315, "loss_rpn_loc": 0.06826684484258294, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097988605942947, "mask_rcnn/false_negative": 0.08635781732864989, "mask_rcnn/false_positive": 0.10009329688249062, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0261397515423596, "total_loss": 0.6291836922173388}
{"data_time": 0.014686721377074718, "eta_seconds": 48416.640195436776, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23124805477746652, "fast_rcnn/fg_cls_accuracy": 0.7507495010783867, "iteration": 221259, "loss_box_reg": 0.18348883651196957, "loss_cls": 0.140196998603642, "loss_mask": 0.21160497702658176, "loss_rpn_cls": 0.021903460787143558, "loss_rpn_loc": 0.06526882445905358, "lr": 1e-05, "mask_rcnn/accuracy": 0.901642483218186, "mask_rcnn/false_negative": 0.0879405532538295, "mask_rcnn/false_positive": 0.10549301814854573, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9819613811559975, "total_loss": 0.6192990230047144}
{"data_time": 0.01774163031950593, "eta_seconds": 48428.169946298, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.22173777639364683, "fast_rcnn/fg_cls_accuracy": 0.7409354967948718, "iteration": 221279, "loss_box_reg": 0.18794102035462856, "loss_cls": 0.14397698361426592, "loss_mask": 0.21672797203063965, "loss_rpn_cls": 0.02628076879773289, "loss_rpn_loc": 0.07431949931196868, "lr": 1e-05, "mask_rcnn/accuracy": 0.9153125459919544, "mask_rcnn/false_negative": 0.08118210601802944, "mask_rcnn/false_positive": 0.09557547789082849, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0141290430910885, "total_loss": 0.6365431713056751}
{"data_time": 0.022827964276075363, "eta_seconds": 48420.83781808615, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.19132951193722522, "fast_rcnn/fg_cls_accuracy": 0.79825623943271, "iteration": 221299, "loss_box_reg": 0.18388512590900064, "loss_cls": 0.13518982287496328, "loss_mask": 0.20875303633511066, "loss_rpn_cls": 0.024264966312330216, "loss_rpn_loc": 0.06104953808244318, "lr": 1e-05, "mask_rcnn/accuracy": 0.91056691119499, "mask_rcnn/false_negative": 0.07972039912056877, "mask_rcnn/false_positive": 0.08421954679441676, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9971974678337574, "total_loss": 0.607346094911918}
{"data_time": 0.01711607724428177, "eta_seconds": 48400.95246374607, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2615567439096851, "fast_rcnn/fg_cls_accuracy": 0.7163187855787476, "iteration": 221319, "loss_box_reg": 0.19873997382819653, "loss_cls": 0.14750310871750116, "loss_mask": 0.22026440501213074, "loss_rpn_cls": 0.024767633876763284, "loss_rpn_loc": 0.051083271857351065, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073607527936998, "mask_rcnn/false_negative": 0.08376556945946362, "mask_rcnn/false_positive": 0.11763584192286941, "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": 1.0138061144389212, "total_loss": 0.6607052706531249}
{"data_time": 0.018072230275720358, "eta_seconds": 48337.17094603926, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2574955724554641, "fast_rcnn/fg_cls_accuracy": 0.7189331946139533, "iteration": 221339, "loss_box_reg": 0.21071463637053967, "loss_cls": 0.148326700553298, "loss_mask": 0.21892520412802696, "loss_rpn_cls": 0.026389796461444348, "loss_rpn_loc": 0.07471399760106578, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999468902856578, "mask_rcnn/false_negative": 0.09141980077357127, "mask_rcnn/false_positive": 0.09903683448721654, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9773196368478239, "total_loss": 0.7017883730877656}
{"data_time": 0.02040783828124404, "eta_seconds": 48322.025566101074, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.20670037926675094, "fast_rcnn/fg_cls_accuracy": 0.752066627066627, "iteration": 221359, "loss_box_reg": 0.19896588753908873, "loss_cls": 0.1584344720467925, "loss_mask": 0.22563820891082287, "loss_rpn_cls": 0.027508407016284764, "loss_rpn_loc": 0.07176184142008424, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027253465120808, "mask_rcnn/false_negative": 0.08459754333635083, "mask_rcnn/false_positive": 0.10882384990472457, "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": 0.9657149254344404, "total_loss": 0.6722740513505414}
{"data_time": 0.021817827597260475, "eta_seconds": 48302.156312167645, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.21727992547741032, "fast_rcnn/fg_cls_accuracy": 0.7661566055714366, "iteration": 221379, "loss_box_reg": 0.19900186406448483, "loss_cls": 0.14582379907369614, "loss_mask": 0.21675048395991325, "loss_rpn_cls": 0.026648507278878242, "loss_rpn_loc": 0.059837725886609405, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098829734169268, "mask_rcnn/false_negative": 0.08555277803579187, "mask_rcnn/false_positive": 0.0946979123422759, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0100421528331935, "total_loss": 0.6548183187842369}
{"data_time": 0.02785006957128644, "eta_seconds": 48311.64564220235, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2348006127626981, "fast_rcnn/fg_cls_accuracy": 0.7383998098673266, "iteration": 221399, "loss_box_reg": 0.18330311449244618, "loss_cls": 0.130933100823313, "loss_mask": 0.2152120526880026, "loss_rpn_cls": 0.020005975587991998, "loss_rpn_loc": 0.05164248151413631, "lr": 1e-05, "mask_rcnn/accuracy": 0.901436302322967, "mask_rcnn/false_negative": 0.08540492994469742, "mask_rcnn/false_positive": 0.10034640582313298, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9993195571005344, "total_loss": 0.5916090458631516}
{"data_time": 0.021515673492103815, "eta_seconds": 48305.167014161125, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24450146627565983, "fast_rcnn/fg_cls_accuracy": 0.7246067795133215, "iteration": 221419, "loss_box_reg": 0.2074936181306839, "loss_cls": 0.16042201407253742, "loss_mask": 0.21130836196243763, "loss_rpn_cls": 0.026939075731206685, "loss_rpn_loc": 0.06576975085772574, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021123838139047, "mask_rcnn/false_negative": 0.08927047682368647, "mask_rcnn/false_positive": 0.1006450425907483, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0107458936981857, "total_loss": 0.6849900457891636}
{"data_time": 0.019731115084141493, "eta_seconds": 48317.503827139735, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23888269540443452, "fast_rcnn/fg_cls_accuracy": 0.7405305683994209, "iteration": 221439, "loss_box_reg": 0.19784077163785696, "loss_cls": 0.14816662203520536, "loss_mask": 0.21174277924001217, "loss_rpn_cls": 0.020493660878855735, "loss_rpn_loc": 0.05892243515700102, "lr": 1e-05, "mask_rcnn/accuracy": 0.9161126483426986, "mask_rcnn/false_negative": 0.07745910175613283, "mask_rcnn/false_positive": 0.09443696097711168, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0248575382865965, "total_loss": 0.6467274869210087}
{"data_time": 0.017796175554394722, "eta_seconds": 48274.016834506765, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2706635781441613, "fast_rcnn/fg_cls_accuracy": 0.6863144864746787, "iteration": 221459, "loss_box_reg": 0.2093884740024805, "loss_cls": 0.1564772892743349, "loss_mask": 0.23063690215349197, "loss_rpn_cls": 0.026580965844914317, "loss_rpn_loc": 0.07110582338646054, "lr": 1e-05, "mask_rcnn/accuracy": 0.8942316782276073, "mask_rcnn/false_negative": 0.09028977167056779, "mask_rcnn/false_positive": 0.12438735205550862, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9798485422506928, "total_loss": 0.6913876393809915}
{"data_time": 0.01596831763163209, "eta_seconds": 48245.50645383075, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2206034860994775, "fast_rcnn/fg_cls_accuracy": 0.7642340913097126, "iteration": 221479, "loss_box_reg": 0.20659308321774006, "loss_cls": 0.15086016058921814, "loss_mask": 0.21878665499389172, "loss_rpn_cls": 0.0272396900691092, "loss_rpn_loc": 0.06918786326423287, "lr": 1e-05, "mask_rcnn/accuracy": 0.9118728185162612, "mask_rcnn/false_negative": 0.08953739042622436, "mask_rcnn/false_positive": 0.09780882852800114, "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": 0.9915627827867866, "total_loss": 0.6772788654197939}
{"data_time": 0.0147151630371809, "eta_seconds": 48229.92496518418, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24780701754385964, "fast_rcnn/fg_cls_accuracy": 0.7410288758059994, "iteration": 221499, "loss_box_reg": 0.1842555906623602, "loss_cls": 0.1423176876269281, "loss_mask": 0.21605296432971954, "loss_rpn_cls": 0.025441592559218407, "loss_rpn_loc": 0.05817766347900033, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056262395240228, "mask_rcnn/false_negative": 0.09017677137941918, "mask_rcnn/false_positive": 0.10783577152336193, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.994209832046181, "total_loss": 0.6344429871533066}
{"data_time": 0.02276764903217554, "eta_seconds": 48238.02315607667, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.21728828433523475, "fast_rcnn/fg_cls_accuracy": 0.7802260256075255, "iteration": 221519, "loss_box_reg": 0.17839933186769485, "loss_cls": 0.1341386791318655, "loss_mask": 0.21305849961936474, "loss_rpn_cls": 0.02537356724496931, "loss_rpn_loc": 0.05555611610179767, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103587193304288, "mask_rcnn/false_negative": 0.07751485667425262, "mask_rcnn/false_positive": 0.10263863571513271, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0124820466153324, "total_loss": 0.6068046988802962}
{"data_time": 0.01802535867318511, "eta_seconds": 48194.45520807989, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.25463376245066716, "fast_rcnn/fg_cls_accuracy": 0.7188346883468835, "iteration": 221539, "loss_box_reg": 0.19560936279594898, "loss_cls": 0.14446258451789618, "loss_mask": 0.21455629728734493, "loss_rpn_cls": 0.02266987133771181, "loss_rpn_loc": 0.06311740208184347, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052863831702894, "mask_rcnn/false_negative": 0.07760715904594004, "mask_rcnn/false_positive": 0.10785873011731012, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9803492235951126, "total_loss": 0.6701328896451741}
{"data_time": 0.020909918006509542, "eta_seconds": 48211.20004378259, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.26676521818848553, "fast_rcnn/fg_cls_accuracy": 0.7139550264550265, "iteration": 221559, "loss_box_reg": 0.20665808022022247, "loss_cls": 0.15940164308995008, "loss_mask": 0.2197405193001032, "loss_rpn_cls": 0.03157147811725736, "loss_rpn_loc": 0.06680106639396399, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979236672527304, "mask_rcnn/false_negative": 0.08909271706720223, "mask_rcnn/false_positive": 0.11092253936348676, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 203.125, "rpn/num_pos_anchors": 52.875, "time": 1.0299301869235933, "total_loss": 0.6802717891696375}
{"data_time": 0.016123508103191853, "eta_seconds": 48154.67439486645, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.20786254295532647, "fast_rcnn/fg_cls_accuracy": 0.7676019534699321, "iteration": 221579, "loss_box_reg": 0.18305418267846107, "loss_cls": 0.13817717228084803, "loss_mask": 0.22177197970449924, "loss_rpn_cls": 0.023236822336912155, "loss_rpn_loc": 0.05317676754202694, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139446295698206, "mask_rcnn/false_negative": 0.07472875288863469, "mask_rcnn/false_positive": 0.09859136568879515, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9918601936660707, "total_loss": 0.6184780449257232}
{"data_time": 0.01951877400279045, "eta_seconds": 48122.557502985, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23861689980017126, "fast_rcnn/fg_cls_accuracy": 0.7288637800252844, "iteration": 221599, "loss_box_reg": 0.19257711339741945, "loss_cls": 0.14891947340220213, "loss_mask": 0.22613191232085228, "loss_rpn_cls": 0.02596940449438989, "loss_rpn_loc": 0.07120563136413693, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979542265020195, "mask_rcnn/false_negative": 0.0941069912951778, "mask_rcnn/false_positive": 0.11103227687801215, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9809890086762607, "total_loss": 0.663583364628721}
{"data_time": 0.020831547677516937, "eta_seconds": 48074.34445732273, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21611898175315059, "fast_rcnn/fg_cls_accuracy": 0.7508278145695364, "iteration": 221619, "loss_box_reg": 0.2038563285022974, "loss_cls": 0.15018568839877844, "loss_mask": 0.2279369756579399, "loss_rpn_cls": 0.026384251832496375, "loss_rpn_loc": 0.06245165038853884, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094500559477674, "mask_rcnn/false_negative": 0.07997375862946288, "mask_rcnn/false_positive": 0.09507776408324306, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9847309170290828, "total_loss": 0.6948217269964516}
{"data_time": 0.01725640380755067, "eta_seconds": 48044.79891998693, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.20686899885852414, "fast_rcnn/fg_cls_accuracy": 0.7349690953362052, "iteration": 221639, "loss_box_reg": 0.17011054046452045, "loss_cls": 0.1307872198522091, "loss_mask": 0.20970794185996056, "loss_rpn_cls": 0.020976833708118647, "loss_rpn_loc": 0.057546233118046075, "lr": 1e-05, "mask_rcnn/accuracy": 0.9177573652343083, "mask_rcnn/false_negative": 0.0774785430261075, "mask_rcnn/false_positive": 0.09184958195639924, "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": 0.9844790943898261, "total_loss": 0.591458743205294}
{"data_time": 0.02091969270259142, "eta_seconds": 48062.90143996477, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23369848721961398, "fast_rcnn/fg_cls_accuracy": 0.7577917303014876, "iteration": 221659, "loss_box_reg": 0.1908216392621398, "loss_cls": 0.14689103048294783, "loss_mask": 0.21788960695266724, "loss_rpn_cls": 0.03219530591741204, "loss_rpn_loc": 0.08129030908457935, "lr": 1e-05, "mask_rcnn/accuracy": 0.901637135190136, "mask_rcnn/false_negative": 0.09224548680544511, "mask_rcnn/false_positive": 0.10199148955288342, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0133830578997731, "total_loss": 0.6540084301959723}
{"data_time": 0.014716872479766607, "eta_seconds": 48055.22236183286, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22619239445697711, "fast_rcnn/fg_cls_accuracy": 0.7449690402476781, "iteration": 221679, "loss_box_reg": 0.190841656178236, "loss_cls": 0.14128365740180016, "loss_mask": 0.22526609152555466, "loss_rpn_cls": 0.023037709877826273, "loss_rpn_loc": 0.05548219894990325, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079143647777947, "mask_rcnn/false_negative": 0.07346350139060283, "mask_rcnn/false_positive": 0.11536748344077813, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0403234171681106, "total_loss": 0.6366997669683769}
{"data_time": 0.014012865722179413, "eta_seconds": 48075.66738431342, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.26278780743066454, "fast_rcnn/fg_cls_accuracy": 0.6919815223386652, "iteration": 221699, "loss_box_reg": 0.20594348292797804, "loss_cls": 0.16749573033303022, "loss_mask": 0.22425006330013275, "loss_rpn_cls": 0.02352416154462844, "loss_rpn_loc": 0.0794601293746382, "lr": 1e-05, "mask_rcnn/accuracy": 0.9145937749891832, "mask_rcnn/false_negative": 0.08980026380352654, "mask_rcnn/false_positive": 0.09984454613402616, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0130457659251988, "total_loss": 0.7164087806595489}
{"data_time": 0.01504189008846879, "eta_seconds": 48060.47464279458, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.21944444444444444, "fast_rcnn/fg_cls_accuracy": 0.7691998192958185, "iteration": 221719, "loss_box_reg": 0.19606219604611397, "loss_cls": 0.1459370581433177, "loss_mask": 0.20713504031300545, "loss_rpn_cls": 0.028118521149735898, "loss_rpn_loc": 0.0669275673571974, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063445300709779, "mask_rcnn/false_negative": 0.0767752958413744, "mask_rcnn/false_positive": 0.10664938717897451, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9924501995556056, "total_loss": 0.6730181419407018}
{"data_time": 0.02705967565998435, "eta_seconds": 48051.33711545728, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2631818181818182, "fast_rcnn/fg_cls_accuracy": 0.7289772727272728, "iteration": 221739, "loss_box_reg": 0.18580896966159344, "loss_cls": 0.14563492126762867, "loss_mask": 0.20983577147126198, "loss_rpn_cls": 0.02327484096167609, "loss_rpn_loc": 0.06298705993685871, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037673192373948, "mask_rcnn/false_negative": 0.09383151069614862, "mask_rcnn/false_positive": 0.11018223196842233, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0036117928102612, "total_loss": 0.6304792437003925}
{"data_time": 0.019870970398187637, "eta_seconds": 48002.86547217518, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.27168518953765575, "fast_rcnn/fg_cls_accuracy": 0.7138468253701776, "iteration": 221759, "loss_box_reg": 0.20103101991117, "loss_cls": 0.15556843020021915, "loss_mask": 0.22027553338557482, "loss_rpn_cls": 0.024362497264519334, "loss_rpn_loc": 0.06366659514605999, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003123829040129, "mask_rcnn/false_negative": 0.10406953641620012, "mask_rcnn/false_positive": 0.10804125985261523, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9928452973254025, "total_loss": 0.6524958508089185}
{"data_time": 0.018234523944556713, "eta_seconds": 47953.0136955902, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2508564164324903, "fast_rcnn/fg_cls_accuracy": 0.7299885648942253, "iteration": 221779, "loss_box_reg": 0.18568531423807144, "loss_cls": 0.15110561065375805, "loss_mask": 0.21094711869955063, "loss_rpn_cls": 0.02610263170208782, "loss_rpn_loc": 0.0659115727758035, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076376383886888, "mask_rcnn/false_negative": 0.07305148838588525, "mask_rcnn/false_positive": 0.11213818567668371, "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": 1.00837077293545, "total_loss": 0.628198366437573}
{"data_time": 0.020886296406388283, "eta_seconds": 47931.59553240985, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.273988713988714, "fast_rcnn/fg_cls_accuracy": 0.7160290911568333, "iteration": 221799, "loss_box_reg": 0.21392734348773956, "loss_cls": 0.15632227435708046, "loss_mask": 0.23015189170837402, "loss_rpn_cls": 0.02662716986378655, "loss_rpn_loc": 0.061441177036613226, "lr": 1e-05, "mask_rcnn/accuracy": 0.8942265741662518, "mask_rcnn/false_negative": 0.08973266045875747, "mask_rcnn/false_positive": 0.11290334542458333, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.98117052949965, "total_loss": 0.6798463260056451}
{"data_time": 0.014252022840082645, "eta_seconds": 47913.23516909033, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.22971069661210508, "fast_rcnn/fg_cls_accuracy": 0.7664860825705213, "iteration": 221819, "loss_box_reg": 0.19639408588409424, "loss_cls": 0.13724026270210743, "loss_mask": 0.22217773459851742, "loss_rpn_cls": 0.02409132057800889, "loss_rpn_loc": 0.0680941385217011, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112574483102357, "mask_rcnn/false_negative": 0.08035931323519302, "mask_rcnn/false_positive": 0.09580159478479776, "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": 0.9914628742262721, "total_loss": 0.6743268049322069}
{"data_time": 0.017949736677110195, "eta_seconds": 47901.69367283583, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30230075901328274, "fast_rcnn/fg_cls_accuracy": 0.6745741664909444, "iteration": 221839, "loss_box_reg": 0.1944305975921452, "loss_cls": 0.1473672674037516, "loss_mask": 0.22557720821350813, "loss_rpn_cls": 0.02574121963698417, "loss_rpn_loc": 0.0647699679248035, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049479380793413, "mask_rcnn/false_negative": 0.08337690747254976, "mask_rcnn/false_positive": 0.10981382623427577, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0398475765250623, "total_loss": 0.6364235419314355}
{"data_time": 0.018268836196511984, "eta_seconds": 47879.613139778376, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2565177189491246, "fast_rcnn/fg_cls_accuracy": 0.7265630183338125, "iteration": 221859, "loss_box_reg": 0.21060594357550144, "loss_cls": 0.15316632855683565, "loss_mask": 0.2184598073363304, "loss_rpn_cls": 0.023794735432602465, "loss_rpn_loc": 0.06945927848573774, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071057358090703, "mask_rcnn/false_negative": 0.07917135878283371, "mask_rcnn/false_positive": 0.10445523486197492, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 0.9873400991782546, "total_loss": 0.6748098410316743}
{"data_time": 0.017502290196716785, "eta_seconds": 47883.45535906032, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24868769883351008, "fast_rcnn/fg_cls_accuracy": 0.7356442205726406, "iteration": 221879, "loss_box_reg": 0.19272608123719692, "loss_cls": 0.14585062908008695, "loss_mask": 0.21836994960904121, "loss_rpn_cls": 0.021599430707283318, "loss_rpn_loc": 0.07462512142956257, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023723218872506, "mask_rcnn/false_negative": 0.09323814985752103, "mask_rcnn/false_positive": 0.10691101554217126, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0275308093987405, "total_loss": 0.6561597575200722}
{"data_time": 0.01685633510351181, "eta_seconds": 47853.01018524915, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27631975867269987, "fast_rcnn/fg_cls_accuracy": 0.7147435897435898, "iteration": 221899, "loss_box_reg": 0.20860554138198495, "loss_cls": 0.16949050594121218, "loss_mask": 0.2211956661194563, "loss_rpn_cls": 0.025309122283942997, "loss_rpn_loc": 0.09065596340224147, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039248302979224, "mask_rcnn/false_negative": 0.08914655491377838, "mask_rcnn/false_positive": 0.10653096557455585, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9988215914927423, "total_loss": 0.7076687612570822}
{"data_time": 0.01860787533223629, "eta_seconds": 47822.8983078897, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26180380199151937, "fast_rcnn/fg_cls_accuracy": 0.6926785206836358, "iteration": 221919, "loss_box_reg": 0.21075128950178623, "loss_cls": 0.149566232226789, "loss_mask": 0.2264478486031294, "loss_rpn_cls": 0.026004004990682006, "loss_rpn_loc": 0.08038383675739169, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982579767018543, "mask_rcnn/false_negative": 0.08820202121543705, "mask_rcnn/false_positive": 0.1043609226955703, "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": 0.9898910233750939, "total_loss": 0.7143516399082728}
{"data_time": 0.01526453997939825, "eta_seconds": 47826.24736022204, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.25923237286873646, "fast_rcnn/fg_cls_accuracy": 0.7317685950413223, "iteration": 221939, "loss_box_reg": 0.20505048893392086, "loss_cls": 0.15456731244921684, "loss_mask": 0.2107697268947959, "loss_rpn_cls": 0.02325763669796288, "loss_rpn_loc": 0.06540712667629123, "lr": 1e-05, "mask_rcnn/accuracy": 0.9136259392786998, "mask_rcnn/false_negative": 0.0792220956865582, "mask_rcnn/false_positive": 0.09513745886019251, "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": 1.0005815895274282, "total_loss": 0.665531842969358}
{"data_time": 0.022904158104211092, "eta_seconds": 47783.11220280826, "fast_rcnn/cls_accuracy": 0.929931640625, "fast_rcnn/false_negative": 0.22652363184079602, "fast_rcnn/fg_cls_accuracy": 0.7541429707087385, "iteration": 221959, "loss_box_reg": 0.20806471817195415, "loss_cls": 0.15856104623526335, "loss_mask": 0.21818698197603226, "loss_rpn_cls": 0.02503679298388306, "loss_rpn_loc": 0.06199304049368948, "lr": 1e-05, "mask_rcnn/accuracy": 0.9152466141116937, "mask_rcnn/false_negative": 0.08304449674701492, "mask_rcnn/false_positive": 0.08963337732184826, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9858544822782278, "total_loss": 0.6831731550628319}
{"data_time": 0.012939053121954203, "eta_seconds": 47786.441910900176, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2172228682694648, "fast_rcnn/fg_cls_accuracy": 0.7645061067066639, "iteration": 221979, "loss_box_reg": 0.20735245663672686, "loss_cls": 0.14672645926475525, "loss_mask": 0.20769163221120834, "loss_rpn_cls": 0.025287671480327845, "loss_rpn_loc": 0.06534113810630515, "lr": 1e-05, "mask_rcnn/accuracy": 0.9163219895061525, "mask_rcnn/false_negative": 0.07114997627363029, "mask_rcnn/false_positive": 0.09527277308864016, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9988137087784708, "total_loss": 0.6592277059098706}
{"data_time": 0.015189054422080517, "eta_seconds": 47806.80164694786, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.1969367588932806, "fast_rcnn/fg_cls_accuracy": 0.7712463989154381, "iteration": 221999, "loss_box_reg": 0.20778127014636993, "loss_cls": 0.14348421152681112, "loss_mask": 0.22628292441368103, "loss_rpn_cls": 0.024907082166464534, "loss_rpn_loc": 0.06590446783229709, "lr": 1e-05, "mask_rcnn/accuracy": 0.907308507818712, "mask_rcnn/false_negative": 0.08370196751909312, "mask_rcnn/false_positive": 0.09817139488541957, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0346662481315434, "total_loss": 0.6766243983001914}
{"data_time": 0.01311470428481698, "eta_seconds": 47810.26474893093, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2393346162386204, "fast_rcnn/fg_cls_accuracy": 0.7444020240584189, "iteration": 222019, "loss_box_reg": 0.20399929396808147, "loss_cls": 0.15129545656964183, "loss_mask": 0.21087230555713177, "loss_rpn_cls": 0.021959664853056893, "loss_rpn_loc": 0.05649741319939494, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068568420818108, "mask_rcnn/false_negative": 0.08406550656093142, "mask_rcnn/false_positive": 0.09637674218397692, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0244971541687846, "total_loss": 0.6454962166026235}
{"data_time": 0.017043221276253462, "eta_seconds": 47822.88952333853, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23915484331938347, "fast_rcnn/fg_cls_accuracy": 0.7318210435193201, "iteration": 222039, "loss_box_reg": 0.18831721739843488, "loss_cls": 0.1471253801137209, "loss_mask": 0.21428123861551285, "loss_rpn_cls": 0.023210226034279913, "loss_rpn_loc": 0.059793780848849565, "lr": 1e-05, "mask_rcnn/accuracy": 0.91266389046586, "mask_rcnn/false_negative": 0.08742797952127024, "mask_rcnn/false_positive": 0.09728922348597208, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0106853540055454, "total_loss": 0.6492564639775082}
{"data_time": 0.021279243752360344, "eta_seconds": 47823.272834708914, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28113740727658076, "fast_rcnn/fg_cls_accuracy": 0.7009447007427894, "iteration": 222059, "loss_box_reg": 0.21002439968287945, "loss_cls": 0.15806063823401928, "loss_mask": 0.22716614603996277, "loss_rpn_cls": 0.025576665881089866, "loss_rpn_loc": 0.06445800454821438, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061136161297955, "mask_rcnn/false_negative": 0.08895563366237152, "mask_rcnn/false_positive": 0.09615328442996982, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0426255487836897, "total_loss": 0.6798662253422663}
{"data_time": 0.022116226609796286, "eta_seconds": 47810.511126331985, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2232406859846245, "fast_rcnn/fg_cls_accuracy": 0.7252002670226969, "iteration": 222079, "loss_box_reg": 0.205905981361866, "loss_cls": 0.15690290788188577, "loss_mask": 0.2173977941274643, "loss_rpn_cls": 0.023786503821611404, "loss_rpn_loc": 0.0702199338702485, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139357444037902, "mask_rcnn/false_negative": 0.075233940999334, "mask_rcnn/false_positive": 0.10787957463333994, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0080440980382264, "total_loss": 0.6804964192560874}
{"data_time": 0.014682001899927855, "eta_seconds": 47794.49100974016, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26127398242782857, "fast_rcnn/fg_cls_accuracy": 0.7267942583732058, "iteration": 222099, "loss_box_reg": 0.18065526615828276, "loss_cls": 0.14092660322785378, "loss_mask": 0.21258396469056606, "loss_rpn_cls": 0.021947488305158913, "loss_rpn_loc": 0.06694243219681084, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002916840152229, "mask_rcnn/false_negative": 0.0853242365659593, "mask_rcnn/false_positive": 0.10782398901162449, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9806799171492457, "total_loss": 0.630084631848149}
{"data_time": 0.017183888237923384, "eta_seconds": 47809.44753030315, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23487706913339823, "fast_rcnn/fg_cls_accuracy": 0.7486086074808472, "iteration": 222119, "loss_box_reg": 0.19032266922295094, "loss_cls": 0.15545407962054014, "loss_mask": 0.21367795765399933, "loss_rpn_cls": 0.027113017858937383, "loss_rpn_loc": 0.07085772883147001, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005337399815572, "mask_rcnn/false_negative": 0.09343751989638904, "mask_rcnn/false_positive": 0.11322248467198012, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0004223259165883, "total_loss": 0.6580785397090949}
{"data_time": 0.0142329684458673, "eta_seconds": 47743.46762347035, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.19824752763234438, "fast_rcnn/fg_cls_accuracy": 0.78031482442484, "iteration": 222139, "loss_box_reg": 0.19304306246340275, "loss_cls": 0.14446505904197693, "loss_mask": 0.2162803951650858, "loss_rpn_cls": 0.025372734759002924, "loss_rpn_loc": 0.06388331647031009, "lr": 1e-05, "mask_rcnn/accuracy": 0.9135766911304546, "mask_rcnn/false_negative": 0.08995655862881598, "mask_rcnn/false_positive": 0.085554693982807, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9764999425970018, "total_loss": 0.6580855876673013}
{"data_time": 0.025184771046042442, "eta_seconds": 47728.020176291466, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.274795355035218, "fast_rcnn/fg_cls_accuracy": 0.7105463544641157, "iteration": 222159, "loss_box_reg": 0.21213106252253056, "loss_cls": 0.1645145881921053, "loss_mask": 0.21826818585395813, "loss_rpn_cls": 0.025177720235660672, "loss_rpn_loc": 0.0703667065827176, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079274263289943, "mask_rcnn/false_negative": 0.08226691467674492, "mask_rcnn/false_positive": 0.10575429705642211, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.018492913339287, "total_loss": 0.700888764928095}
{"data_time": 0.018302374985069036, "eta_seconds": 47835.50916284323, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.26189578305175654, "fast_rcnn/fg_cls_accuracy": 0.7269622931896884, "iteration": 222179, "loss_box_reg": 0.21490792371332645, "loss_cls": 0.15249620703980327, "loss_mask": 0.23125943914055824, "loss_rpn_cls": 0.02280225802678615, "loss_rpn_loc": 0.07097997423261404, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041575570744304, "mask_rcnn/false_negative": 0.09136002352522524, "mask_rcnn/false_positive": 0.10184155588398833, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0343125062063336, "total_loss": 0.6913351303082891}
{"data_time": 0.016630898229777813, "eta_seconds": 47894.00233719498, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2545448234903936, "fast_rcnn/fg_cls_accuracy": 0.7026922909186062, "iteration": 222199, "loss_box_reg": 0.19616556959226727, "loss_cls": 0.13714729994535446, "loss_mask": 0.22552918456494808, "loss_rpn_cls": 0.02419276360888034, "loss_rpn_loc": 0.05572551957448013, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009702738687351, "mask_rcnn/false_negative": 0.08775447448320339, "mask_rcnn/false_positive": 0.10892197495653169, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0172411953099072, "total_loss": 0.6395468477276154}
{"data_time": 0.020369287580251694, "eta_seconds": 47892.20676116645, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23989510667549263, "fast_rcnn/fg_cls_accuracy": 0.7387612922982698, "iteration": 222219, "loss_box_reg": 0.18787889648228884, "loss_cls": 0.1431505447253585, "loss_mask": 0.21526184305548668, "loss_rpn_cls": 0.02113636420108378, "loss_rpn_loc": 0.06742810329888016, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113033394361644, "mask_rcnn/false_negative": 0.08400772379797303, "mask_rcnn/false_positive": 0.09377335287735025, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9673658604733646, "total_loss": 0.6480703596025705}
{"data_time": 0.017417170573025942, "eta_seconds": 47853.9236741513, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.21249312809235843, "fast_rcnn/fg_cls_accuracy": 0.7608772819472617, "iteration": 222239, "loss_box_reg": 0.19413619488477707, "loss_cls": 0.14310632087290287, "loss_mask": 0.21487990766763687, "loss_rpn_cls": 0.023569416080135852, "loss_rpn_loc": 0.062114059925079346, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065585493107549, "mask_rcnn/false_negative": 0.07444539492616237, "mask_rcnn/false_positive": 0.10834377099720835, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.000031917821616, "total_loss": 0.6382705311989412}
{"data_time": 0.013903709594160318, "eta_seconds": 47859.4444109872, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.16877528075367337, "fast_rcnn/fg_cls_accuracy": 0.8002368973770331, "iteration": 222259, "loss_box_reg": 0.1877879537642002, "loss_cls": 0.1533075044862926, "loss_mask": 0.21611515060067177, "loss_rpn_cls": 0.024477491213474423, "loss_rpn_loc": 0.06000455771572888, "lr": 1e-05, "mask_rcnn/accuracy": 0.913135987330475, "mask_rcnn/false_negative": 0.08312582141952128, "mask_rcnn/false_positive": 0.09394960174023416, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0030674198642373, "total_loss": 0.6674151318147779}
{"data_time": 0.018696033395826817, "eta_seconds": 47832.06585690379, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.20987762237762236, "fast_rcnn/fg_cls_accuracy": 0.7645034843205575, "iteration": 222279, "loss_box_reg": 0.1779442187398672, "loss_cls": 0.14012088160961866, "loss_mask": 0.20896004885435104, "loss_rpn_cls": 0.024694480700418353, "loss_rpn_loc": 0.04927351512014866, "lr": 1e-05, "mask_rcnn/accuracy": 0.9137262230543219, "mask_rcnn/false_negative": 0.08760315905189647, "mask_rcnn/false_positive": 0.08532795916787897, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0145407770760357, "total_loss": 0.6156275318935513}
{"data_time": 0.02280308399349451, "eta_seconds": 47821.813866868615, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22447916666666667, "fast_rcnn/fg_cls_accuracy": 0.7545800409716126, "iteration": 222299, "loss_box_reg": 0.20188524946570396, "loss_cls": 0.14622571412473917, "loss_mask": 0.21867934055626392, "loss_rpn_cls": 0.023279758170247078, "loss_rpn_loc": 0.0635611432371661, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048497127216986, "mask_rcnn/false_negative": 0.08403452944481629, "mask_rcnn/false_positive": 0.08836846960428621, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0259196273982525, "total_loss": 0.6466212987434119}
{"data_time": 0.020937375258654356, "eta_seconds": 47800.649191737175, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.27867781935578545, "fast_rcnn/fg_cls_accuracy": 0.6641924580820465, "iteration": 222319, "loss_box_reg": 0.20617496222257614, "loss_cls": 0.15633145812898874, "loss_mask": 0.22214779444038868, "loss_rpn_cls": 0.02473787940107286, "loss_rpn_loc": 0.061211246997117996, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032965602478982, "mask_rcnn/false_negative": 0.09125368234761691, "mask_rcnn/false_positive": 0.11276379875683563, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.0084668290801346, "total_loss": 0.6977328002685681}
{"data_time": 0.014042566530406475, "eta_seconds": 47781.711716875434, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.20448738422229318, "fast_rcnn/fg_cls_accuracy": 0.7586361933308355, "iteration": 222339, "loss_box_reg": 0.18581860233098269, "loss_cls": 0.13497207965701818, "loss_mask": 0.20636524073779583, "loss_rpn_cls": 0.022842871461762115, "loss_rpn_loc": 0.057225062395446, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027158450013668, "mask_rcnn/false_negative": 0.08666086974265352, "mask_rcnn/false_positive": 0.10093383850161658, "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": 0.9993599853478372, "total_loss": 0.6171188550069928}
{"data_time": 0.021552377846091986, "eta_seconds": 47761.66064187884, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.25690192160780395, "fast_rcnn/fg_cls_accuracy": 0.702323991797676, "iteration": 222359, "loss_box_reg": 0.19745110161602497, "loss_cls": 0.15963623579591513, "loss_mask": 0.2301731538027525, "loss_rpn_cls": 0.026820654471521266, "loss_rpn_loc": 0.07691488391719759, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036943189284404, "mask_rcnn/false_negative": 0.09037783813472341, "mask_rcnn/false_positive": 0.10930955485930996, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9928170815110207, "total_loss": 0.7314874024596065}
{"data_time": 0.026296233292669058, "eta_seconds": 47731.83101646602, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2525482020029224, "fast_rcnn/fg_cls_accuracy": 0.709196831537257, "iteration": 222379, "loss_box_reg": 0.18946832418441772, "loss_cls": 0.14603572571650147, "loss_mask": 0.21232635155320168, "loss_rpn_cls": 0.023173233261331916, "loss_rpn_loc": 0.07224793662317097, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934212395672136, "mask_rcnn/false_negative": 0.09704135446878845, "mask_rcnn/false_positive": 0.11465536451911149, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0010358793660998, "total_loss": 0.6492934491834603}
{"data_time": 0.020522859413176775, "eta_seconds": 47693.22425145656, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.23822029822029822, "fast_rcnn/fg_cls_accuracy": 0.7451122099657664, "iteration": 222399, "loss_box_reg": 0.18433170579373837, "loss_cls": 0.13349743420258164, "loss_mask": 0.2076893337070942, "loss_rpn_cls": 0.02087024925276637, "loss_rpn_loc": 0.05484640452777967, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091701966147048, "mask_rcnn/false_negative": 0.07760113501033959, "mask_rcnn/false_positive": 0.10507926070165784, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9555905987508595, "total_loss": 0.6026915616821498}
{"data_time": 0.02341342205181718, "eta_seconds": 47682.489496227354, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.23720645401778584, "fast_rcnn/fg_cls_accuracy": 0.7383189843864002, "iteration": 222419, "loss_box_reg": 0.1939370259642601, "loss_cls": 0.14089751057326794, "loss_mask": 0.21634451113641262, "loss_rpn_cls": 0.02375975006725639, "loss_rpn_loc": 0.07450827260618098, "lr": 1e-05, "mask_rcnn/accuracy": 0.909572565193812, "mask_rcnn/false_negative": 0.07256868377189786, "mask_rcnn/false_positive": 0.1054558392289853, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.036140947137028, "total_loss": 0.6697366006264929}
{"data_time": 0.01725948229432106, "eta_seconds": 47643.55592669919, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.20771571227960678, "fast_rcnn/fg_cls_accuracy": 0.7393699460916443, "iteration": 222439, "loss_box_reg": 0.21130497753620148, "loss_cls": 0.154588982462883, "loss_mask": 0.21809144876897335, "loss_rpn_cls": 0.02222133951727301, "loss_rpn_loc": 0.05753793311305344, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025581834741493, "mask_rcnn/false_negative": 0.09158821975620945, "mask_rcnn/false_positive": 0.0962949050790016, "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": 0.9978402564302087, "total_loss": 0.6517467853263952}
{"data_time": 0.021117830183357, "eta_seconds": 47621.70635278337, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.240180502228695, "fast_rcnn/fg_cls_accuracy": 0.7405225328371975, "iteration": 222459, "loss_box_reg": 0.21099287178367376, "loss_cls": 0.1548372795805335, "loss_mask": 0.2211205344647169, "loss_rpn_cls": 0.023432597052305937, "loss_rpn_loc": 0.06260601937538013, "lr": 1e-05, "mask_rcnn/accuracy": 0.8973860167135044, "mask_rcnn/false_negative": 0.0782433472639397, "mask_rcnn/false_positive": 0.11558925989246743, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9677808517590165, "total_loss": 0.6968443233054131}
{"data_time": 0.018777877558022738, "eta_seconds": 47601.67197905481, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.21267106549364614, "fast_rcnn/fg_cls_accuracy": 0.7510906396692331, "iteration": 222479, "loss_box_reg": 0.18829616531729698, "loss_cls": 0.13349771406501532, "loss_mask": 0.20675324648618698, "loss_rpn_cls": 0.023783344076946378, "loss_rpn_loc": 0.06065232935361564, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058909376560476, "mask_rcnn/false_negative": 0.07849789808781286, "mask_rcnn/false_positive": 0.10674218734096148, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9663164336234331, "total_loss": 0.6275775581598282}
{"data_time": 0.02024749480187893, "eta_seconds": 47581.63760532625, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.21743697478991597, "fast_rcnn/fg_cls_accuracy": 0.7699579831932774, "iteration": 222499, "loss_box_reg": 0.18661261349916458, "loss_cls": 0.14266720041632652, "loss_mask": 0.20605442114174366, "loss_rpn_cls": 0.025748333777301013, "loss_rpn_loc": 0.07227465510368347, "lr": 1e-05, "mask_rcnn/accuracy": 0.912964633367159, "mask_rcnn/false_negative": 0.07738333225408513, "mask_rcnn/false_positive": 0.09459312292841612, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9942064825445414, "total_loss": 0.6253355934750289}
{"data_time": 0.016447546426206827, "eta_seconds": 47508.09046525508, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.17118037812979048, "fast_rcnn/fg_cls_accuracy": 0.8079225121669701, "iteration": 222519, "loss_box_reg": 0.19860050734132528, "loss_cls": 0.13558716513216496, "loss_mask": 0.19924977701157331, "loss_rpn_cls": 0.02239967603236437, "loss_rpn_loc": 0.06791437370702624, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048605861824675, "mask_rcnn/false_negative": 0.08501618601914046, "mask_rcnn/false_positive": 0.11298578407009602, "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": 1.00031021470204, "total_loss": 0.6231108230422251}
{"data_time": 0.015533453784883022, "eta_seconds": 47562.23101073876, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2597967392085039, "fast_rcnn/fg_cls_accuracy": 0.7211361219425736, "iteration": 222539, "loss_box_reg": 0.1818067403510213, "loss_cls": 0.13784733600914478, "loss_mask": 0.211848521605134, "loss_rpn_cls": 0.021913742239121348, "loss_rpn_loc": 0.06532862468156964, "lr": 1e-05, "mask_rcnn/accuracy": 0.9120440386158356, "mask_rcnn/false_negative": 0.08010803005594569, "mask_rcnn/false_positive": 0.10736511406539742, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.025207488797605, "total_loss": 0.6182112153619528}
{"data_time": 0.01643627742305398, "eta_seconds": 47523.34510434419, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22436581770118447, "fast_rcnn/fg_cls_accuracy": 0.758920296570899, "iteration": 222559, "loss_box_reg": 0.18878893181681633, "loss_cls": 0.13920002803206444, "loss_mask": 0.21481592766940594, "loss_rpn_cls": 0.02407849347218871, "loss_rpn_loc": 0.071749203838408, "lr": 1e-05, "mask_rcnn/accuracy": 0.90333945192808, "mask_rcnn/false_negative": 0.08580217383244063, "mask_rcnn/false_positive": 0.10695438339270125, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.007377571426332, "total_loss": 0.6384038105607033}
{"data_time": 0.02086278097704053, "eta_seconds": 47522.14484890923, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.27715126811594204, "fast_rcnn/fg_cls_accuracy": 0.706814415907208, "iteration": 222579, "loss_box_reg": 0.20267883595079184, "loss_cls": 0.15245798602700233, "loss_mask": 0.2243435401469469, "loss_rpn_cls": 0.023084298300091177, "loss_rpn_loc": 0.06777376029640436, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079115905236373, "mask_rcnn/false_negative": 0.08727626936885427, "mask_rcnn/false_positive": 0.10795203957671846, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0278555820696056, "total_loss": 0.6711270317900926}
{"data_time": 0.015720766503363848, "eta_seconds": 47502.10176799446, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.23942468796475838, "fast_rcnn/fg_cls_accuracy": 0.7456400946250756, "iteration": 222599, "loss_box_reg": 0.18850456923246384, "loss_cls": 0.14062313083559275, "loss_mask": 0.2234902624040842, "loss_rpn_cls": 0.02425367885734886, "loss_rpn_loc": 0.07110014511272311, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053636170202283, "mask_rcnn/false_negative": 0.08584705454563574, "mask_rcnn/false_positive": 0.09689803669212392, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9833851647563279, "total_loss": 0.670976247463841}
{"data_time": 0.01529843918979168, "eta_seconds": 47498.543875552714, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2754297391513403, "fast_rcnn/fg_cls_accuracy": 0.710602310231023, "iteration": 222619, "loss_box_reg": 0.2137214494869113, "loss_cls": 0.15339599270373583, "loss_mask": 0.22836505062878132, "loss_rpn_cls": 0.02606782258953899, "loss_rpn_loc": 0.058482081221882254, "lr": 1e-05, "mask_rcnn/accuracy": 0.902886625251451, "mask_rcnn/false_negative": 0.08577214966677141, "mask_rcnn/false_positive": 0.10827225370273987, "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": 1.00306101096794, "total_loss": 0.6888299979036674}
{"data_time": 0.013637832831591368, "eta_seconds": 47485.56044280529, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22095180722891566, "fast_rcnn/fg_cls_accuracy": 0.7583532889321261, "iteration": 222639, "loss_box_reg": 0.22343548154458404, "loss_cls": 0.164022171869874, "loss_mask": 0.22662270814180374, "loss_rpn_cls": 0.02279166760854423, "loss_rpn_loc": 0.07459222129546106, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114375079969292, "mask_rcnn/false_negative": 0.07744785435519802, "mask_rcnn/false_positive": 0.1005483040592135, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.010323447175324, "total_loss": 0.7137903607217595}
{"data_time": 0.01473179878666997, "eta_seconds": 47460.894516929984, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24325558561952712, "fast_rcnn/fg_cls_accuracy": 0.7494004422711558, "iteration": 222659, "loss_box_reg": 0.19305119663476944, "loss_cls": 0.14249992603436112, "loss_mask": 0.2193352859467268, "loss_rpn_cls": 0.026091920386534184, "loss_rpn_loc": 0.06440149457193911, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958084777526355, "mask_rcnn/false_negative": 0.0938052186650758, "mask_rcnn/false_positive": 0.11630365716972033, "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": 0.9916757717728615, "total_loss": 0.6485542638693005}
{"data_time": 0.018169990740716457, "eta_seconds": 47440.84344193339, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23604022049816253, "fast_rcnn/fg_cls_accuracy": 0.7412240323419925, "iteration": 222679, "loss_box_reg": 0.20265002502128482, "loss_cls": 0.15851644705981016, "loss_mask": 0.23703110963106155, "loss_rpn_cls": 0.0300832919892855, "loss_rpn_loc": 0.06751469592563808, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992933612778974, "mask_rcnn/false_negative": 0.09914971117352384, "mask_rcnn/false_positive": 0.1059521779884395, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.037436820100993, "total_loss": 0.6961723496788181}
{"data_time": 0.014193700160831213, "eta_seconds": 47414.756356412545, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23399694076202837, "fast_rcnn/fg_cls_accuracy": 0.745440417105329, "iteration": 222699, "loss_box_reg": 0.18117874395102262, "loss_cls": 0.13215476693585515, "loss_mask": 0.2208693828433752, "loss_rpn_cls": 0.02577136515174061, "loss_rpn_loc": 0.06634334905538708, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028582468724952, "mask_rcnn/false_negative": 0.09208507050660417, "mask_rcnn/false_positive": 0.11155895119241983, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9867663774639368, "total_loss": 0.6427051004720852}
{"data_time": 0.02177019650116563, "eta_seconds": 47398.293677419424, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2716735966735967, "fast_rcnn/fg_cls_accuracy": 0.7015120015120015, "iteration": 222719, "loss_box_reg": 0.20367947220802307, "loss_cls": 0.15501310769468546, "loss_mask": 0.2305574268102646, "loss_rpn_cls": 0.02334482077276334, "loss_rpn_loc": 0.06661811150843278, "lr": 1e-05, "mask_rcnn/accuracy": 0.8809867948166759, "mask_rcnn/false_negative": 0.10625082302276839, "mask_rcnn/false_positive": 0.12398142133988897, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9986860025674105, "total_loss": 0.6849716540891677}
{"data_time": 0.015674135647714138, "eta_seconds": 47368.55655143969, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22047564087975682, "fast_rcnn/fg_cls_accuracy": 0.7487322937745506, "iteration": 222739, "loss_box_reg": 0.18523746076971292, "loss_cls": 0.144695526920259, "loss_mask": 0.21490060351788998, "loss_rpn_cls": 0.028804801171645522, "loss_rpn_loc": 0.0641110916621983, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078158110273479, "mask_rcnn/false_negative": 0.07600465733109792, "mask_rcnn/false_positive": 0.1117985243422662, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.990573407150805, "total_loss": 0.6588925260584801}
{"data_time": 0.01876786630600691, "eta_seconds": 47343.215731401, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23065839060075372, "fast_rcnn/fg_cls_accuracy": 0.7189291101055807, "iteration": 222759, "loss_box_reg": 0.18957566376775503, "loss_cls": 0.1510372506454587, "loss_mask": 0.20723428390920162, "loss_rpn_cls": 0.02440420095808804, "loss_rpn_loc": 0.0566540511790663, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064200104160905, "mask_rcnn/false_negative": 0.08922495441681698, "mask_rcnn/false_positive": 0.09420480909882775, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9706199383363128, "total_loss": 0.651567890890874}
{"data_time": 0.018947742879390717, "eta_seconds": 47338.14355853945, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.24270114383850167, "fast_rcnn/fg_cls_accuracy": 0.7346327079485435, "iteration": 222779, "loss_box_reg": 0.18826080858707428, "loss_cls": 0.1371876783668995, "loss_mask": 0.21987124159932137, "loss_rpn_cls": 0.025907986098900437, "loss_rpn_loc": 0.06105028232559562, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002858234726312, "mask_rcnn/false_negative": 0.08476999433102551, "mask_rcnn/false_positive": 0.11212567871322954, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.036187991965562, "total_loss": 0.6510074982943479}
{"data_time": 0.017194054555147886, "eta_seconds": 47318.09351891279, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.25747266232770144, "fast_rcnn/fg_cls_accuracy": 0.7210585952924614, "iteration": 222799, "loss_box_reg": 0.20549423433840275, "loss_cls": 0.15961492341011763, "loss_mask": 0.2230300661176443, "loss_rpn_cls": 0.030859661055728793, "loss_rpn_loc": 0.07315753772854805, "lr": 1e-05, "mask_rcnn/accuracy": 0.912195583023702, "mask_rcnn/false_negative": 0.06927415724346692, "mask_rcnn/false_positive": 0.1205653872987203, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9966193283908069, "total_loss": 0.7039947364537511}
{"data_time": 0.01776978839188814, "eta_seconds": 47294.46521977894, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.19021705368568836, "fast_rcnn/fg_cls_accuracy": 0.8000987883894587, "iteration": 222819, "loss_box_reg": 0.1916843825019896, "loss_cls": 0.14645635010674596, "loss_mask": 0.21731741540133953, "loss_rpn_cls": 0.02436643303371966, "loss_rpn_loc": 0.060293764574453235, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041542621672691, "mask_rcnn/false_negative": 0.08520484224425598, "mask_rcnn/false_positive": 0.10020307277983723, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9925505770370364, "total_loss": 0.6508375966222957}
{"data_time": 0.013190232217311859, "eta_seconds": 47243.046724162996, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.27380952380952384, "fast_rcnn/fg_cls_accuracy": 0.6903320174265897, "iteration": 222839, "loss_box_reg": 0.1893907319754362, "loss_cls": 0.1373293874785304, "loss_mask": 0.2169642336666584, "loss_rpn_cls": 0.02576050831703469, "loss_rpn_loc": 0.07239811262115836, "lr": 1e-05, "mask_rcnn/accuracy": 0.900924947499422, "mask_rcnn/false_negative": 0.0796919068686236, "mask_rcnn/false_positive": 0.112118255594341, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9667389704845846, "total_loss": 0.6648043183377013}
{"data_time": 0.01625555194914341, "eta_seconds": 47254.368174234405, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25185856333054546, "fast_rcnn/fg_cls_accuracy": 0.7326659579494448, "iteration": 222859, "loss_box_reg": 0.1989303780719638, "loss_cls": 0.14886495284736156, "loss_mask": 0.22683572210371494, "loss_rpn_cls": 0.023737330571748316, "loss_rpn_loc": 0.06622663279995322, "lr": 1e-05, "mask_rcnn/accuracy": 0.9006766137232609, "mask_rcnn/false_negative": 0.09229392427294388, "mask_rcnn/false_positive": 0.10256275555302993, "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": 1.0155940474942327, "total_loss": 0.6466836188337766}
{"data_time": 0.015727258287370205, "eta_seconds": 47212.28417497128, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2593984962406015, "fast_rcnn/fg_cls_accuracy": 0.7173449612403101, "iteration": 222879, "loss_box_reg": 0.21124356053769588, "loss_cls": 0.14972478803247213, "loss_mask": 0.22180294431746006, "loss_rpn_cls": 0.02563012094469741, "loss_rpn_loc": 0.06003372458508238, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079333065360828, "mask_rcnn/false_negative": 0.0808633859798668, "mask_rcnn/false_positive": 0.11654315203256774, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9671078799292445, "total_loss": 0.6730164958280511}
{"data_time": 0.017576985992491245, "eta_seconds": 47201.45555427298, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.28441509433962264, "fast_rcnn/fg_cls_accuracy": 0.6900427476415094, "iteration": 222899, "loss_box_reg": 0.20376637019217014, "loss_cls": 0.14588967617601156, "loss_mask": 0.22792098857462406, "loss_rpn_cls": 0.027057913364842534, "loss_rpn_loc": 0.06471834215335548, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027380469206876, "mask_rcnn/false_negative": 0.08981535537370151, "mask_rcnn/false_positive": 0.10809926582754513, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0238475492224097, "total_loss": 0.6876867042155936}
{"data_time": 0.01857794588431716, "eta_seconds": 47188.14309017733, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24375528218612075, "fast_rcnn/fg_cls_accuracy": 0.7487644722256435, "iteration": 222919, "loss_box_reg": 0.20661138743162155, "loss_cls": 0.14786441437900066, "loss_mask": 0.2138676680624485, "loss_rpn_cls": 0.02599456353345886, "loss_rpn_loc": 0.070167301222682, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971791148434118, "mask_rcnn/false_negative": 0.0917765163067584, "mask_rcnn/false_positive": 0.11496821490889858, "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": 1.0093902931548655, "total_loss": 0.6842962843365967}
{"data_time": 0.026239474769681692, "eta_seconds": 47190.71848904714, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26985294117647063, "fast_rcnn/fg_cls_accuracy": 0.7204003178489358, "iteration": 222939, "loss_box_reg": 0.19207741227000952, "loss_cls": 0.14923415891826153, "loss_mask": 0.22776427119970322, "loss_rpn_cls": 0.03391143900807947, "loss_rpn_loc": 0.06823634548345581, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065630859060902, "mask_rcnn/false_negative": 0.09225949513337545, "mask_rcnn/false_positive": 0.10137757699726416, "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": 1.0250537591055036, "total_loss": 0.6908364162081853}
{"data_time": 0.022857402451336384, "eta_seconds": 47177.74715825915, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.245021645021645, "fast_rcnn/fg_cls_accuracy": 0.7326728254563306, "iteration": 222959, "loss_box_reg": 0.20353777892887592, "loss_cls": 0.14909495133906603, "loss_mask": 0.22835494577884674, "loss_rpn_cls": 0.02309065673034638, "loss_rpn_loc": 0.05358516960404813, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022049891385125, "mask_rcnn/false_negative": 0.08125726336010552, "mask_rcnn/false_positive": 0.10836214768539132, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9763425262644887, "total_loss": 0.6530528754228726}
{"data_time": 0.017112343572080135, "eta_seconds": 47150.60738110915, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21339591984112655, "fast_rcnn/fg_cls_accuracy": 0.7323645370736783, "iteration": 222979, "loss_box_reg": 0.2111749779433012, "loss_cls": 0.14381376886740327, "loss_mask": 0.2217389065772295, "loss_rpn_cls": 0.02715015149442479, "loss_rpn_loc": 0.07128175348043442, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124827494813421, "mask_rcnn/false_negative": 0.08040278638562905, "mask_rcnn/false_positive": 0.10209964544848982, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9992981641553342, "total_loss": 0.6632995642721653}
{"data_time": 0.018043025862425566, "eta_seconds": 47115.364091005176, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.20587044534412957, "fast_rcnn/fg_cls_accuracy": 0.7585213032581454, "iteration": 222999, "loss_box_reg": 0.19488224852830172, "loss_cls": 0.145763854496181, "loss_mask": 0.21452022343873978, "loss_rpn_cls": 0.025523092423100024, "loss_rpn_loc": 0.0649118983419612, "lr": 1e-05, "mask_rcnn/accuracy": 0.907370267433588, "mask_rcnn/false_negative": 0.08894893741811587, "mask_rcnn/false_positive": 0.09715813853379623, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0038369945250452, "total_loss": 0.668287152890116}
{"data_time": 0.014719966799020767, "eta_seconds": 47057.11444518529, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2496765601217656, "fast_rcnn/fg_cls_accuracy": 0.7201173135752574, "iteration": 223019, "loss_box_reg": 0.1916180420666933, "loss_cls": 0.14274236001074314, "loss_mask": 0.21438221260905266, "loss_rpn_cls": 0.023647391120903194, "loss_rpn_loc": 0.07030669547384605, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067407171201813, "mask_rcnn/false_negative": 0.07287590849380643, "mask_rcnn/false_positive": 0.11023837845107021, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9742631446570158, "total_loss": 0.6442745419917628}
{"data_time": 0.016858759336173534, "eta_seconds": 46967.06159133464, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.24319105398161223, "fast_rcnn/fg_cls_accuracy": 0.7358852064734418, "iteration": 223039, "loss_box_reg": 0.19441823288798332, "loss_cls": 0.1472425286192447, "loss_mask": 0.2173326089978218, "loss_rpn_cls": 0.0271264094626531, "loss_rpn_loc": 0.06828358967322856, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032126355094335, "mask_rcnn/false_negative": 0.08816046191746443, "mask_rcnn/false_positive": 0.11057832583973959, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9862043866887689, "total_loss": 0.6431165256071836}
{"data_time": 0.015188995283097029, "eta_seconds": 46927.73155014962, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23595384449476975, "fast_rcnn/fg_cls_accuracy": 0.7370437327823691, "iteration": 223059, "loss_box_reg": 0.1885386509820819, "loss_cls": 0.1431717872619629, "loss_mask": 0.22067834436893463, "loss_rpn_cls": 0.026424431009218097, "loss_rpn_loc": 0.07624711794778705, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090770432497479, "mask_rcnn/false_negative": 0.07462469121417192, "mask_rcnn/false_positive": 0.1139274616010734, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.992387059610337, "total_loss": 0.6576574594946578}
{"data_time": 0.01852985005825758, "eta_seconds": 46897.27256549522, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2427330229913649, "fast_rcnn/fg_cls_accuracy": 0.7452695878609411, "iteration": 223079, "loss_box_reg": 0.20574152562767267, "loss_cls": 0.14651965722441673, "loss_mask": 0.221464978531003, "loss_rpn_cls": 0.025527599005727097, "loss_rpn_loc": 0.06884139537578449, "lr": 1e-05, "mask_rcnn/accuracy": 0.8959085600851112, "mask_rcnn/false_negative": 0.0812383088373356, "mask_rcnn/false_positive": 0.10611659099083434, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9869436221197248, "total_loss": 0.6762024334166199}
{"data_time": 0.01666535483673215, "eta_seconds": 46886.41953477636, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2528822024001789, "fast_rcnn/fg_cls_accuracy": 0.7222115075538412, "iteration": 223099, "loss_box_reg": 0.18787874095141888, "loss_cls": 0.14801708469167352, "loss_mask": 0.213449876755476, "loss_rpn_cls": 0.022026043734513223, "loss_rpn_loc": 0.06226489506661892, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058879801920768, "mask_rcnn/false_negative": 0.07720221888772975, "mask_rcnn/false_positive": 0.0943432775815779, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0103405304253101, "total_loss": 0.6288707909407094}
{"data_time": 0.015613839961588383, "eta_seconds": 46867.7472320199, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2166438029345103, "fast_rcnn/fg_cls_accuracy": 0.74411327143077, "iteration": 223119, "loss_box_reg": 0.19024473428726196, "loss_cls": 0.13515702541917562, "loss_mask": 0.2137979231774807, "loss_rpn_cls": 0.02356094232527539, "loss_rpn_loc": 0.057814148254692554, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035878923181158, "mask_rcnn/false_negative": 0.09193683319319557, "mask_rcnn/false_positive": 0.10913280232832477, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 1.0028774826787412, "total_loss": 0.6328770610271022}
{"data_time": 0.023234124295413494, "eta_seconds": 46847.752459309995, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23162156824017383, "fast_rcnn/fg_cls_accuracy": 0.750620347394541, "iteration": 223139, "loss_box_reg": 0.19404859794303775, "loss_cls": 0.1469645407050848, "loss_mask": 0.22139962017536163, "loss_rpn_cls": 0.02335673209745437, "loss_rpn_loc": 0.06339133984874934, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128698887263917, "mask_rcnn/false_negative": 0.0787575429879135, "mask_rcnn/false_positive": 0.09594518040686141, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9883662997744977, "total_loss": 0.6731299679377116}
{"data_time": 0.014920623507350683, "eta_seconds": 46813.45875982195, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2219030969030969, "fast_rcnn/fg_cls_accuracy": 0.7394853348090757, "iteration": 223159, "loss_box_reg": 0.17924846336245537, "loss_cls": 0.14399369060993195, "loss_mask": 0.23039680160582066, "loss_rpn_cls": 0.022072003688663244, "loss_rpn_loc": 0.05681115761399269, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988932251363639, "mask_rcnn/false_negative": 0.09238382625358132, "mask_rcnn/false_positive": 0.10210395713610297, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9896826483309269, "total_loss": 0.6307126925094053}
{"data_time": 0.01970256119966507, "eta_seconds": 46770.04617886618, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.20961255353319058, "fast_rcnn/fg_cls_accuracy": 0.7655272026961965, "iteration": 223179, "loss_box_reg": 0.19626512750983238, "loss_cls": 0.14863950433209538, "loss_mask": 0.2188496794551611, "loss_rpn_cls": 0.021640890859998763, "loss_rpn_loc": 0.06398315262049437, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105511262614336, "mask_rcnn/false_negative": 0.07868536759645717, "mask_rcnn/false_positive": 0.1002778042426986, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9910808764398098, "total_loss": 0.6558932665502653}
{"data_time": 0.017443187534809113, "eta_seconds": 46718.533709831536, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2667284522706209, "fast_rcnn/fg_cls_accuracy": 0.701816808110625, "iteration": 223199, "loss_box_reg": 0.2040147203952074, "loss_cls": 0.15723951905965805, "loss_mask": 0.2295723780989647, "loss_rpn_cls": 0.025023528607562184, "loss_rpn_loc": 0.07473368849605322, "lr": 1e-05, "mask_rcnn/accuracy": 0.8973004015580823, "mask_rcnn/false_negative": 0.10253385356100744, "mask_rcnn/false_positive": 0.11391564512191979, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9925114861689508, "total_loss": 0.6676490056561306}
{"data_time": 0.014702360611408949, "eta_seconds": 46730.08885620162, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25976568545516454, "fast_rcnn/fg_cls_accuracy": 0.7319978985544089, "iteration": 223219, "loss_box_reg": 0.20923208352178335, "loss_cls": 0.14343247842043638, "loss_mask": 0.2176260817795992, "loss_rpn_cls": 0.022472721990197897, "loss_rpn_loc": 0.06431579135823995, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052750159395082, "mask_rcnn/false_negative": 0.09494416104823936, "mask_rcnn/false_positive": 0.0958868060140974, "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": 1.0204998212866485, "total_loss": 0.6818297092104331}
{"data_time": 0.018060490489006042, "eta_seconds": 46724.038357548416, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2607271906052394, "fast_rcnn/fg_cls_accuracy": 0.7102637894565571, "iteration": 223239, "loss_box_reg": 0.19611146673560143, "loss_cls": 0.14606501813977957, "loss_mask": 0.21599804423749447, "loss_rpn_cls": 0.024812795454636216, "loss_rpn_loc": 0.061375174671411514, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042477254607917, "mask_rcnn/false_negative": 0.0807884095213886, "mask_rcnn/false_positive": 0.11418360052615438, "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": 1.0023498279042542, "total_loss": 0.6410688535543159}
{"data_time": 0.01569520588964224, "eta_seconds": 46695.9973557014, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2509565546917021, "fast_rcnn/fg_cls_accuracy": 0.7380306996483945, "iteration": 223259, "loss_box_reg": 0.18936380185186863, "loss_cls": 0.14382509421557188, "loss_mask": 0.22853228636085987, "loss_rpn_cls": 0.026410016682348214, "loss_rpn_loc": 0.07890493096783757, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053343168814918, "mask_rcnn/false_negative": 0.08604220001481755, "mask_rcnn/false_positive": 0.1022938253491165, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9946793783456087, "total_loss": 0.6766267265047645}
{"data_time": 0.019850479438900948, "eta_seconds": 46670.15287220478, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22727056075879984, "fast_rcnn/fg_cls_accuracy": 0.7521369863013698, "iteration": 223279, "loss_box_reg": 0.20490876212716103, "loss_cls": 0.14836415462195873, "loss_mask": 0.23109997622668743, "loss_rpn_cls": 0.02706006378866732, "loss_rpn_loc": 0.0705379678402096, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994906592078455, "mask_rcnn/false_negative": 0.0804731551249477, "mask_rcnn/false_positive": 0.11282281517536742, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9907138864509761, "total_loss": 0.6887095023994334}
{"data_time": 0.01431157486513257, "eta_seconds": 46644.55744656734, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.24582949838932353, "fast_rcnn/fg_cls_accuracy": 0.7238373789240284, "iteration": 223299, "loss_box_reg": 0.17983657401055098, "loss_cls": 0.13308380357921124, "loss_mask": 0.22443191148340702, "loss_rpn_cls": 0.02433034940622747, "loss_rpn_loc": 0.0518819306162186, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081202005762048, "mask_rcnn/false_negative": 0.08002057689225911, "mask_rcnn/false_positive": 0.10737785719709009, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9962682579644024, "total_loss": 0.6317227134713903}
{"data_time": 0.015791368670761585, "eta_seconds": 46574.92705207318, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2267493256567763, "fast_rcnn/fg_cls_accuracy": 0.7623601053324556, "iteration": 223319, "loss_box_reg": 0.19280938245356083, "loss_cls": 0.14364224672317505, "loss_mask": 0.21724209375679493, "loss_rpn_cls": 0.021038953796960413, "loss_rpn_loc": 0.06928922282531857, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058236991605153, "mask_rcnn/false_negative": 0.0767616383438653, "mask_rcnn/false_positive": 0.10447729364125119, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9697940438054502, "total_loss": 0.6748685623169877}
{"data_time": 0.016908138524740934, "eta_seconds": 46554.97207047418, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.22068120752331277, "fast_rcnn/fg_cls_accuracy": 0.7511446886446886, "iteration": 223339, "loss_box_reg": 0.18274625204503536, "loss_cls": 0.1361557012423873, "loss_mask": 0.22592858597636223, "loss_rpn_cls": 0.027000388130545616, "loss_rpn_loc": 0.05381681211292744, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034747203626645, "mask_rcnn/false_negative": 0.08194867496743488, "mask_rcnn/false_positive": 0.10629490449919468, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9994530566036701, "total_loss": 0.6064214305952191}
{"data_time": 0.014560614246875048, "eta_seconds": 46498.88728708029, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.22409309529632349, "fast_rcnn/fg_cls_accuracy": 0.7663324366185702, "iteration": 223359, "loss_box_reg": 0.19214610569179058, "loss_cls": 0.14111777814105153, "loss_mask": 0.21830648183822632, "loss_rpn_cls": 0.02401040808763355, "loss_rpn_loc": 0.060778700513765216, "lr": 1e-05, "mask_rcnn/accuracy": 0.908278099429759, "mask_rcnn/false_negative": 0.083006164283145, "mask_rcnn/false_positive": 0.09551678873861244, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9859687280841172, "total_loss": 0.6135432114242576}
{"data_time": 0.015440443530678749, "eta_seconds": 46470.03431229852, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20708800332088004, "fast_rcnn/fg_cls_accuracy": 0.7663782904466134, "iteration": 223379, "loss_box_reg": 0.2046735417097807, "loss_cls": 0.1564003275707364, "loss_mask": 0.213402409106493, "loss_rpn_cls": 0.028497078688815236, "loss_rpn_loc": 0.06425666087307036, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108282472975249, "mask_rcnn/false_negative": 0.07924917452726682, "mask_rcnn/false_positive": 0.09901856981966312, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9962819474749267, "total_loss": 0.6653398722410202}
{"data_time": 0.014355125837028027, "eta_seconds": 46506.52062129229, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.24917845844471148, "fast_rcnn/fg_cls_accuracy": 0.7181681503461919, "iteration": 223399, "loss_box_reg": 0.19816417060792446, "loss_cls": 0.14313960541039705, "loss_mask": 0.22014232352375984, "loss_rpn_cls": 0.02411444263998419, "loss_rpn_loc": 0.060854034847579896, "lr": 1e-05, "mask_rcnn/accuracy": 0.8957635010806833, "mask_rcnn/false_negative": 0.09426315651744654, "mask_rcnn/false_positive": 0.10760340903262008, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0173648768104613, "total_loss": 0.6740002176957205}
{"data_time": 0.014193547889590263, "eta_seconds": 46416.18046066724, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.25414826088570475, "fast_rcnn/fg_cls_accuracy": 0.73810098008952, "iteration": 223419, "loss_box_reg": 0.2018920350819826, "loss_cls": 0.15594676602631807, "loss_mask": 0.21846355497837067, "loss_rpn_cls": 0.02706085902173072, "loss_rpn_loc": 0.05855050287209451, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108068587987177, "mask_rcnn/false_negative": 0.08321988787140486, "mask_rcnn/false_positive": 0.09508891965503131, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.992523146327585, "total_loss": 0.6741926671238616}
{"data_time": 0.020231136586517096, "eta_seconds": 46371.81067876518, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20832790939859414, "fast_rcnn/fg_cls_accuracy": 0.7678571428571428, "iteration": 223439, "loss_box_reg": 0.20785272307693958, "loss_cls": 0.15282487496733665, "loss_mask": 0.2142980918288231, "loss_rpn_cls": 0.026907679508440197, "loss_rpn_loc": 0.05919119482859969, "lr": 1e-05, "mask_rcnn/accuracy": 0.9117294430636749, "mask_rcnn/false_negative": 0.07947098572701507, "mask_rcnn/false_positive": 0.09503181202548619, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9880189602263272, "total_loss": 0.659861249034293}
{"data_time": 0.01647243509069085, "eta_seconds": 46390.29165367596, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23222820422687213, "fast_rcnn/fg_cls_accuracy": 0.7540580204272225, "iteration": 223459, "loss_box_reg": 0.20799925178289413, "loss_cls": 0.1549690803512931, "loss_mask": 0.22954433970153332, "loss_rpn_cls": 0.02682262094458565, "loss_rpn_loc": 0.08036820311099291, "lr": 1e-05, "mask_rcnn/accuracy": 0.9006700732032356, "mask_rcnn/false_negative": 0.08355836188837143, "mask_rcnn/false_positive": 0.1094870075187852, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 210.875, "rpn/num_pos_anchors": 45.125, "time": 0.9960578568279743, "total_loss": 0.70048763952218}
{"data_time": 0.014445846900343895, "eta_seconds": 46390.1120949164, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.19834076631659714, "fast_rcnn/fg_cls_accuracy": 0.7449833734663456, "iteration": 223479, "loss_box_reg": 0.20252974703907967, "loss_cls": 0.15054734703153372, "loss_mask": 0.22243823669850826, "loss_rpn_cls": 0.03283269016537815, "loss_rpn_loc": 0.0777790907304734, "lr": 1e-05, "mask_rcnn/accuracy": 0.9120484149037189, "mask_rcnn/false_negative": 0.077970190114294, "mask_rcnn/false_positive": 0.10227588525292089, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0089949346147478, "total_loss": 0.7273674489697441}
{"data_time": 0.013354458380490541, "eta_seconds": 46408.2835461013, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.25172450247112615, "fast_rcnn/fg_cls_accuracy": 0.7277825908531302, "iteration": 223499, "loss_box_reg": 0.20242370199412107, "loss_cls": 0.14679776970297098, "loss_mask": 0.22171210311353207, "loss_rpn_cls": 0.023225734010338783, "loss_rpn_loc": 0.0640735081396997, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096284507578964, "mask_rcnn/false_negative": 0.09380096505133792, "mask_rcnn/false_positive": 0.10120293949282433, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9993037041276693, "total_loss": 0.6747309726197273}
{"data_time": 0.012900884728878736, "eta_seconds": 46400.65239761025, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2437021140037707, "fast_rcnn/fg_cls_accuracy": 0.7392628205128204, "iteration": 223519, "loss_box_reg": 0.18316191621124744, "loss_cls": 0.13286448689177632, "loss_mask": 0.21291596069931984, "loss_rpn_cls": 0.021374801988713443, "loss_rpn_loc": 0.06590504571795464, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082293179001214, "mask_rcnn/false_negative": 0.0824185890099785, "mask_rcnn/false_positive": 0.10569498821320844, "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": 1.0238656508736312, "total_loss": 0.6186279648391064}
{"data_time": 0.017208034172654152, "eta_seconds": 46355.42225448415, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24973751558501214, "fast_rcnn/fg_cls_accuracy": 0.7104982533553963, "iteration": 223539, "loss_box_reg": 0.20659405924379826, "loss_cls": 0.1545476713217795, "loss_mask": 0.2252717176452279, "loss_rpn_cls": 0.023891808232292533, "loss_rpn_loc": 0.07307954772841185, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112084365051292, "mask_rcnn/false_negative": 0.08349075080806444, "mask_rcnn/false_positive": 0.10269823551818189, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.0117076593451202, "total_loss": 0.7097528020676691}
{"data_time": 0.01589286746457219, "eta_seconds": 46335.467272885144, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.22173423423423422, "fast_rcnn/fg_cls_accuracy": 0.7486498929869096, "iteration": 223559, "loss_box_reg": 0.18332839757204056, "loss_cls": 0.14738206285983324, "loss_mask": 0.21586597338318825, "loss_rpn_cls": 0.024291686597280204, "loss_rpn_loc": 0.056225333362817764, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075873753879432, "mask_rcnn/false_negative": 0.07633341105983946, "mask_rcnn/false_positive": 0.11176186642934323, "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": 1.0009232331067324, "total_loss": 0.640985930163879}
{"data_time": 0.02087499387562275, "eta_seconds": 46298.41178962961, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2658734709480122, "fast_rcnn/fg_cls_accuracy": 0.7048069571865443, "iteration": 223579, "loss_box_reg": 0.1963660605251789, "loss_cls": 0.14063607063144445, "loss_mask": 0.2227386888116598, "loss_rpn_cls": 0.026208154566120356, "loss_rpn_loc": 0.053916717413812876, "lr": 1e-05, "mask_rcnn/accuracy": 0.8951775058917917, "mask_rcnn/false_negative": 0.0927537333837209, "mask_rcnn/false_positive": 0.1137060879731178, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9975099381990731, "total_loss": 0.6391786870080978}
{"data_time": 0.013640760909765959, "eta_seconds": 46252.88920849562, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.21124031007751937, "fast_rcnn/fg_cls_accuracy": 0.7726118067978534, "iteration": 223599, "loss_box_reg": 0.2107235174626112, "loss_cls": 0.141335753723979, "loss_mask": 0.21824942156672478, "loss_rpn_cls": 0.0244493450736627, "loss_rpn_loc": 0.06447449943516403, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056660312934698, "mask_rcnn/false_negative": 0.080322655441681, "mask_rcnn/false_positive": 0.10256259106570853, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9784988877363503, "total_loss": 0.6591055336175486}
{"data_time": 0.015230877324938774, "eta_seconds": 46250.5029871501, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2907388166577743, "fast_rcnn/fg_cls_accuracy": 0.665722874720358, "iteration": 223619, "loss_box_reg": 0.2045127935707569, "loss_cls": 0.14892739709466696, "loss_mask": 0.2289118841290474, "loss_rpn_cls": 0.02528525935485959, "loss_rpn_loc": 0.07328882033471018, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950568863909201, "mask_rcnn/false_negative": 0.08446428508292875, "mask_rcnn/false_positive": 0.10840977026705335, "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": 1.0184464175254107, "total_loss": 0.6924916873686016}
{"data_time": 0.018673784099519253, "eta_seconds": 46191.26996787265, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.25521762102899415, "fast_rcnn/fg_cls_accuracy": 0.735924967001726, "iteration": 223639, "loss_box_reg": 0.20159867219626904, "loss_cls": 0.15055689169093966, "loss_mask": 0.2282007373869419, "loss_rpn_cls": 0.029000887763686478, "loss_rpn_loc": 0.07034123130142689, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013622160004514, "mask_rcnn/false_negative": 0.08971476180825863, "mask_rcnn/false_positive": 0.09981907050405459, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9852904081344604, "total_loss": 0.695125975238625}
{"data_time": 0.014733410440385342, "eta_seconds": 46171.34275908582, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24249871991807476, "fast_rcnn/fg_cls_accuracy": 0.7408544303797469, "iteration": 223659, "loss_box_reg": 0.1874739397317171, "loss_cls": 0.13871471118181944, "loss_mask": 0.20525549538433552, "loss_rpn_cls": 0.021204760021646507, "loss_rpn_loc": 0.06203510821796954, "lr": 1e-05, "mask_rcnn/accuracy": 0.9106107935452173, "mask_rcnn/false_negative": 0.08421864434728502, "mask_rcnn/false_positive": 0.09068156642679992, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9708835119381547, "total_loss": 0.6287914363929303}
{"data_time": 0.014051050413399935, "eta_seconds": 46112.793370597064, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2361583382613838, "fast_rcnn/fg_cls_accuracy": 0.7624371673565937, "iteration": 223679, "loss_box_reg": 0.1954478584229946, "loss_cls": 0.1438151989132166, "loss_mask": 0.2195697072893381, "loss_rpn_cls": 0.02889099786989391, "loss_rpn_loc": 0.06329063323209994, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057494618401613, "mask_rcnn/false_negative": 0.08070996488532972, "mask_rcnn/false_positive": 0.09435389991220683, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.982318262103945, "total_loss": 0.6482907689642161}
{"data_time": 0.01664465805515647, "eta_seconds": 46101.77931874059, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.21165853658536585, "fast_rcnn/fg_cls_accuracy": 0.7539891789762968, "iteration": 223699, "loss_box_reg": 0.19509022124111652, "loss_cls": 0.1449020397849381, "loss_mask": 0.21196726150810719, "loss_rpn_cls": 0.025101819424889982, "loss_rpn_loc": 0.06980476202443242, "lr": 1e-05, "mask_rcnn/accuracy": 0.9153100987826638, "mask_rcnn/false_negative": 0.0692582348497979, "mask_rcnn/false_positive": 0.10180975547825721, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 1.0130343954078853, "total_loss": 0.6573123297421262}
{"data_time": 0.015755267813801765, "eta_seconds": 46081.86494322494, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23837815553992775, "fast_rcnn/fg_cls_accuracy": 0.7423926438524979, "iteration": 223719, "loss_box_reg": 0.2000993937253952, "loss_cls": 0.14726941287517548, "loss_mask": 0.22549616545438766, "loss_rpn_cls": 0.023312363540753722, "loss_rpn_loc": 0.05757403327152133, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939204530071625, "mask_rcnn/false_negative": 0.09323942403121424, "mask_rcnn/false_positive": 0.11376883937199028, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0008716946467757, "total_loss": 0.6590359080582857}
{"data_time": 0.026207483373582363, "eta_seconds": 46086.72328253277, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.20475893969044656, "fast_rcnn/fg_cls_accuracy": 0.7649528553638143, "iteration": 223739, "loss_box_reg": 0.1941667040809989, "loss_cls": 0.1493683597072959, "loss_mask": 0.21865939535200596, "loss_rpn_cls": 0.028619868797250092, "loss_rpn_loc": 0.0706654672685545, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066647594267421, "mask_rcnn/false_negative": 0.08575765695858689, "mask_rcnn/false_positive": 0.10531762766628494, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0073579978197813, "total_loss": 0.7170786586357281}
{"data_time": 0.026278228033334017, "eta_seconds": 46080.02364806831, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25809833225037904, "fast_rcnn/fg_cls_accuracy": 0.7315183019276587, "iteration": 223759, "loss_box_reg": 0.2002601195126772, "loss_cls": 0.153798570856452, "loss_mask": 0.21328557189553976, "loss_rpn_cls": 0.028832823154516518, "loss_rpn_loc": 0.07519672415219247, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101244430335473, "mask_rcnn/false_negative": 0.08214814209102539, "mask_rcnn/false_positive": 0.09271614240377254, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9975784989073873, "total_loss": 0.684559497400187}
{"data_time": 0.016133608296513557, "eta_seconds": 46060.092841992155, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.2047326140297805, "fast_rcnn/fg_cls_accuracy": 0.7952673859702195, "iteration": 223779, "loss_box_reg": 0.1966356560587883, "loss_cls": 0.1461359253153205, "loss_mask": 0.21364727057516575, "loss_rpn_cls": 0.024850593181326985, "loss_rpn_loc": 0.06181316717993468, "lr": 1e-05, "mask_rcnn/accuracy": 0.9166842060847583, "mask_rcnn/false_negative": 0.08237714214829, "mask_rcnn/false_positive": 0.08362392676688384, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.018130128737539, "total_loss": 0.6345499318558723}
{"data_time": 0.016322255600243807, "eta_seconds": 46046.740901470184, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.20007527068496322, "fast_rcnn/fg_cls_accuracy": 0.7649716804237305, "iteration": 223799, "loss_box_reg": 0.17919513583183289, "loss_cls": 0.13166967034339905, "loss_mask": 0.2144288718700409, "loss_rpn_cls": 0.022058863469283096, "loss_rpn_loc": 0.06320901366416365, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064989581677347, "mask_rcnn/false_negative": 0.07603491613037014, "mask_rcnn/false_positive": 0.11040834583916151, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.9988012495450675, "total_loss": 0.5882801286352333}
{"data_time": 0.019087693188339472, "eta_seconds": 46051.06140462682, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.22941206080740964, "fast_rcnn/fg_cls_accuracy": 0.7458009470204592, "iteration": 223819, "loss_box_reg": 0.210751973092556, "loss_cls": 0.14393655769526958, "loss_mask": 0.22596905753016472, "loss_rpn_cls": 0.026221345993690193, "loss_rpn_loc": 0.06936882284935564, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105990516231628, "mask_rcnn/false_negative": 0.08521094951080938, "mask_rcnn/false_positive": 0.11040088160763473, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.029023456852883, "total_loss": 0.6819752688752487}
{"data_time": 0.014251952525228262, "eta_seconds": 46059.609414339066, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2549383301065515, "fast_rcnn/fg_cls_accuracy": 0.7302709686430616, "iteration": 223839, "loss_box_reg": 0.1748234797269106, "loss_cls": 0.13281946256756783, "loss_mask": 0.21482287906110287, "loss_rpn_cls": 0.024060271680355072, "loss_rpn_loc": 0.06846884405240417, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003063204718836, "mask_rcnn/false_negative": 0.08545990990184058, "mask_rcnn/false_positive": 0.10362334262472338, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9887948632240295, "total_loss": 0.6340263224556111}
{"data_time": 0.014673377387225628, "eta_seconds": 46019.145195465535, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.22986342480734506, "fast_rcnn/fg_cls_accuracy": 0.7409394949006842, "iteration": 223859, "loss_box_reg": 0.20139526296406984, "loss_cls": 0.14852622244507074, "loss_mask": 0.22976452484726906, "loss_rpn_cls": 0.024532954208552837, "loss_rpn_loc": 0.06939042918384075, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069698384528504, "mask_rcnn/false_negative": 0.08293311093610672, "mask_rcnn/false_positive": 0.10761738744694946, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0053371503017843, "total_loss": 0.66100177259068}
{"data_time": 0.014760601334273815, "eta_seconds": 46019.69640791416, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2772397094430993, "fast_rcnn/fg_cls_accuracy": 0.7073583899196978, "iteration": 223879, "loss_box_reg": 0.21166209876537323, "loss_cls": 0.15922720357775688, "loss_mask": 0.22324470430612564, "loss_rpn_cls": 0.026384593220427632, "loss_rpn_loc": 0.06976515147835016, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020160538156701, "mask_rcnn/false_negative": 0.09921363203731833, "mask_rcnn/false_positive": 0.1032936496545854, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.002166869584471, "total_loss": 0.7111609493149444}
{"data_time": 0.01603780360892415, "eta_seconds": 45947.07263112068, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.1918803418803419, "fast_rcnn/fg_cls_accuracy": 0.785890218156228, "iteration": 223899, "loss_box_reg": 0.1935357665643096, "loss_cls": 0.14131188485771418, "loss_mask": 0.21473980695009232, "loss_rpn_cls": 0.027190623339265585, "loss_rpn_loc": 0.07104820490349084, "lr": 1e-05, "mask_rcnn/accuracy": 0.915590921673119, "mask_rcnn/false_negative": 0.07674484307589918, "mask_rcnn/false_positive": 0.09873376177185383, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9744995632208884, "total_loss": 0.6358110048458911}
{"data_time": 0.02457806235179305, "eta_seconds": 45923.335411548615, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.21539027982326953, "fast_rcnn/fg_cls_accuracy": 0.7481517682601742, "iteration": 223919, "loss_box_reg": 0.19932980835437775, "loss_cls": 0.1428214479237795, "loss_mask": 0.21539183519780636, "loss_rpn_cls": 0.02285867149475962, "loss_rpn_loc": 0.06675464916042984, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148729208178117, "mask_rcnn/false_negative": 0.07368618130463389, "mask_rcnn/false_positive": 0.09326636763514246, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.013817979954183, "total_loss": 0.6590724660200067}
{"data_time": 0.016988691873848438, "eta_seconds": 45892.361836070195, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.19453004622496148, "fast_rcnn/fg_cls_accuracy": 0.7917477076965824, "iteration": 223939, "loss_box_reg": 0.20068096742033958, "loss_cls": 0.1434390638023615, "loss_mask": 0.22126319259405136, "loss_rpn_cls": 0.022890160733368248, "loss_rpn_loc": 0.05942699534352869, "lr": 1e-05, "mask_rcnn/accuracy": 0.9152474821895971, "mask_rcnn/false_negative": 0.07461961246702256, "mask_rcnn/false_positive": 0.0915569395146131, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0080707594752312, "total_loss": 0.6601419455837458}
{"data_time": 0.013053748290985823, "eta_seconds": 45845.024914592505, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2388343067309166, "fast_rcnn/fg_cls_accuracy": 0.7427377363661277, "iteration": 223959, "loss_box_reg": 0.1885523316450417, "loss_cls": 0.14666365878656507, "loss_mask": 0.2088258694857359, "loss_rpn_cls": 0.022010899207089096, "loss_rpn_loc": 0.057316964492201805, "lr": 1e-05, "mask_rcnn/accuracy": 0.909818588799663, "mask_rcnn/false_negative": 0.08185545315666719, "mask_rcnn/false_positive": 0.10307202359963015, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9647794095799327, "total_loss": 0.6257401760085486}
{"data_time": 0.012613555416464806, "eta_seconds": 45852.507418496534, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26098828793262274, "fast_rcnn/fg_cls_accuracy": 0.7283422459893047, "iteration": 223979, "loss_box_reg": 0.19598576053977013, "loss_cls": 0.14210981130599976, "loss_mask": 0.21755116060376167, "loss_rpn_cls": 0.02329061020282097, "loss_rpn_loc": 0.055084300751332194, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996467624540805, "mask_rcnn/false_negative": 0.08657607827133568, "mask_rcnn/false_positive": 0.11016956062799266, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0136680132709444, "total_loss": 0.651451137062395}
{"data_time": 0.018333925865590572, "eta_seconds": 45843.60739868134, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.23086741338890338, "fast_rcnn/fg_cls_accuracy": 0.7259778911564626, "iteration": 223999, "loss_box_reg": 0.20845719054341316, "loss_cls": 0.15530207846313715, "loss_mask": 0.22002500109374523, "loss_rpn_cls": 0.024406314361840487, "loss_rpn_loc": 0.06674780393950641, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030426676018001, "mask_rcnn/false_negative": 0.08363546109892905, "mask_rcnn/false_positive": 0.10716353330136613, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0086021930910647, "total_loss": 0.669046429800801}
{"data_time": 0.01588368881493807, "eta_seconds": 45818.78512026742, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23749037350789373, "fast_rcnn/fg_cls_accuracy": 0.7462517511699305, "iteration": 224019, "loss_box_reg": 0.1853040400892496, "loss_cls": 0.14586271345615387, "loss_mask": 0.2146817883476615, "loss_rpn_cls": 0.02395780000369996, "loss_rpn_loc": 0.05013735336251557, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035410853675758, "mask_rcnn/false_negative": 0.08531935073308479, "mask_rcnn/false_positive": 0.10439586838921912, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9882346144877374, "total_loss": 0.6267922287224792}
{"data_time": 0.014890214893966913, "eta_seconds": 45807.53705263138, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22159126858589057, "fast_rcnn/fg_cls_accuracy": 0.7568783068783069, "iteration": 224039, "loss_box_reg": 0.19245636463165283, "loss_cls": 0.14322786033153534, "loss_mask": 0.21433634869754314, "loss_rpn_cls": 0.02600220579188317, "loss_rpn_loc": 0.06310411170125008, "lr": 1e-05, "mask_rcnn/accuracy": 0.9177508708401393, "mask_rcnn/false_negative": 0.08120656063567637, "mask_rcnn/false_positive": 0.0921943813046521, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9821689291857183, "total_loss": 0.6474726528394967}
{"data_time": 0.016083053778856993, "eta_seconds": 45811.73150559887, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24795942164179105, "fast_rcnn/fg_cls_accuracy": 0.7249707345624817, "iteration": 224059, "loss_box_reg": 0.2107081627473235, "loss_cls": 0.15663665626198053, "loss_mask": 0.22243841737508774, "loss_rpn_cls": 0.02746909041889012, "loss_rpn_loc": 0.06911778985522687, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003892944294409, "mask_rcnn/false_negative": 0.0834084019502081, "mask_rcnn/false_positive": 0.10523642572116473, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.0347291617654264, "total_loss": 0.7050387433264405}
{"data_time": 0.02170262672007084, "eta_seconds": 45820.028651058674, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2141585233441911, "fast_rcnn/fg_cls_accuracy": 0.7744408251900108, "iteration": 224079, "loss_box_reg": 0.1866351505741477, "loss_cls": 0.13857424445450306, "loss_mask": 0.22451061755418777, "loss_rpn_cls": 0.026043277583085, "loss_rpn_loc": 0.07357658026739955, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050381734799854, "mask_rcnn/false_negative": 0.08706950214379519, "mask_rcnn/false_positive": 0.11261043119987119, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0115400860086083, "total_loss": 0.6488639078525011}
{"data_time": 0.01343364268541336, "eta_seconds": 45800.07219258696, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23023098018150462, "fast_rcnn/fg_cls_accuracy": 0.7510019525228651, "iteration": 224099, "loss_box_reg": 0.19602178409695625, "loss_cls": 0.1465345248579979, "loss_mask": 0.2218198962509632, "loss_rpn_cls": 0.024799237493425608, "loss_rpn_loc": 0.057177716167643666, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993261262973992, "mask_rcnn/false_negative": 0.07755479938741291, "mask_rcnn/false_positive": 0.12394084714603643, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.008598024956882, "total_loss": 0.6393331898725592}
{"data_time": 0.015044886618852615, "eta_seconds": 45771.935508176684, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2346279788975805, "fast_rcnn/fg_cls_accuracy": 0.7557531380753137, "iteration": 224119, "loss_box_reg": 0.18866160698235035, "loss_cls": 0.14316370151937008, "loss_mask": 0.20828018337488174, "loss_rpn_cls": 0.027419719961471856, "loss_rpn_loc": 0.0651640627766028, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079419074188261, "mask_rcnn/false_negative": 0.07426552911500656, "mask_rcnn/false_positive": 0.1003130586154616, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0022529503330588, "total_loss": 0.6453092286828905}
{"data_time": 0.015578283928334713, "eta_seconds": 45751.98261562735, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2898559607722955, "fast_rcnn/fg_cls_accuracy": 0.667488102302038, "iteration": 224139, "loss_box_reg": 0.20599996112287045, "loss_cls": 0.1590727623552084, "loss_mask": 0.21611759439110756, "loss_rpn_cls": 0.028088124468922615, "loss_rpn_loc": 0.07530163950286806, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990702285431063, "mask_rcnn/false_negative": 0.09506765805465908, "mask_rcnn/false_positive": 0.10774737163280859, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9799510235898197, "total_loss": 0.6901040127268061}
{"data_time": 0.015366447623819113, "eta_seconds": 45719.9309874326, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.24337289263531497, "fast_rcnn/fg_cls_accuracy": 0.7084081632653061, "iteration": 224159, "loss_box_reg": 0.20371413510292768, "loss_cls": 0.14559600595384836, "loss_mask": 0.22429265826940536, "loss_rpn_cls": 0.02565235336078331, "loss_rpn_loc": 0.06577268266119063, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965555163578887, "mask_rcnn/false_negative": 0.10767196054040305, "mask_rcnn/false_positive": 0.10708944189927551, "roi_head/num_bg_samples": 425.375, "roi_head/num_fg_samples": 86.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9853649660944939, "total_loss": 0.6595454545458779}
{"data_time": 0.014985032379627228, "eta_seconds": 45699.98337356374, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.20558237054185685, "fast_rcnn/fg_cls_accuracy": 0.7835506301607996, "iteration": 224179, "loss_box_reg": 0.19279922731220722, "loss_cls": 0.1409759921953082, "loss_mask": 0.21873396914452314, "loss_rpn_cls": 0.02017716277623549, "loss_rpn_loc": 0.057278825202956796, "lr": 1e-05, "mask_rcnn/accuracy": 0.9200912555274605, "mask_rcnn/false_negative": 0.06904858824416615, "mask_rcnn/false_positive": 0.0884532548069247, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9924993766471744, "total_loss": 0.637372306722682}
{"data_time": 0.025877797976136208, "eta_seconds": 45692.12393797934, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.254734878935014, "fast_rcnn/fg_cls_accuracy": 0.7182672791368443, "iteration": 224199, "loss_box_reg": 0.18670248612761497, "loss_cls": 0.14820352382957935, "loss_mask": 0.2183449286967516, "loss_rpn_cls": 0.0239151346613653, "loss_rpn_loc": 0.04895175015553832, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068215010453818, "mask_rcnn/false_negative": 0.09073227533733616, "mask_rcnn/false_positive": 0.10767856496944588, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9844392999075353, "total_loss": 0.6386674277018756}
{"data_time": 0.014454433228820562, "eta_seconds": 45640.032238774, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.22783037841517373, "fast_rcnn/fg_cls_accuracy": 0.7684102230885856, "iteration": 224219, "loss_box_reg": 0.191216092556715, "loss_cls": 0.14747114945203066, "loss_mask": 0.21748102828860283, "loss_rpn_cls": 0.023914721328765154, "loss_rpn_loc": 0.06375140557065606, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116461641698379, "mask_rcnn/false_negative": 0.08297665307391354, "mask_rcnn/false_positive": 0.09620668447565557, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9831236153841019, "total_loss": 0.6767628630623221}
{"data_time": 0.01426356565207243, "eta_seconds": 45632.234081327915, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.21191007060572276, "fast_rcnn/fg_cls_accuracy": 0.7804719435154218, "iteration": 224239, "loss_box_reg": 0.1869283113628626, "loss_cls": 0.14575550146400928, "loss_mask": 0.20923001505434513, "loss_rpn_cls": 0.026163104048464447, "loss_rpn_loc": 0.07667445484548807, "lr": 1e-05, "mask_rcnn/accuracy": 0.9204092880538459, "mask_rcnn/false_negative": 0.06732121489717952, "mask_rcnn/false_positive": 0.08407950820716313, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0115100089460611, "total_loss": 0.6604316466255113}
{"data_time": 0.019645797088742256, "eta_seconds": 45600.15453476459, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22626180101670296, "fast_rcnn/fg_cls_accuracy": 0.7659465020576132, "iteration": 224259, "loss_box_reg": 0.19202135130763054, "loss_cls": 0.14787015784531832, "loss_mask": 0.21058457903563976, "loss_rpn_cls": 0.025511555082630366, "loss_rpn_loc": 0.06233517441432923, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049736357663747, "mask_rcnn/false_negative": 0.0807169344282264, "mask_rcnn/false_positive": 0.11506288919319217, "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": 0.9843645049259067, "total_loss": 0.6605312246829271}
{"data_time": 0.013361765537410975, "eta_seconds": 45580.21568275988, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2442690058479532, "fast_rcnn/fg_cls_accuracy": 0.713391812865497, "iteration": 224279, "loss_box_reg": 0.20447994489222765, "loss_cls": 0.15452686976641417, "loss_mask": 0.22524096816778183, "loss_rpn_cls": 0.02589155570603907, "loss_rpn_loc": 0.06124717358034104, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081177312628108, "mask_rcnn/false_negative": 0.08355433676960988, "mask_rcnn/false_positive": 0.09912510568080873, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9983245129697025, "total_loss": 0.6870405001100153}
{"data_time": 0.014627581462264061, "eta_seconds": 45560.276830755174, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2625728364162528, "fast_rcnn/fg_cls_accuracy": 0.7192620656190511, "iteration": 224299, "loss_box_reg": 0.1938206199556589, "loss_cls": 0.14699313789606094, "loss_mask": 0.22320831194519997, "loss_rpn_cls": 0.022688835975714028, "loss_rpn_loc": 0.06723203230649233, "lr": 1e-05, "mask_rcnn/accuracy": 0.8981116429641154, "mask_rcnn/false_negative": 0.0913574530339917, "mask_rcnn/false_positive": 0.10942738229920984, "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": 0.9957159208133817, "total_loss": 0.6675279479240999}
{"data_time": 0.01849417481571436, "eta_seconds": 45585.653862282634, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23623330074942978, "fast_rcnn/fg_cls_accuracy": 0.7254021698466143, "iteration": 224319, "loss_box_reg": 0.20058260299265385, "loss_cls": 0.16405679006129503, "loss_mask": 0.22153781168162823, "loss_rpn_cls": 0.024856385891325772, "loss_rpn_loc": 0.06487848330289125, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085057496377138, "mask_rcnn/false_negative": 0.08527804466474434, "mask_rcnn/false_positive": 0.09899105107890827, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.04246830008924, "total_loss": 0.6583478504908271}
{"data_time": 0.014270361978560686, "eta_seconds": 45560.59469092637, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24623299399146975, "fast_rcnn/fg_cls_accuracy": 0.7306034482758621, "iteration": 224339, "loss_box_reg": 0.1914444137364626, "loss_cls": 0.14321210561320186, "loss_mask": 0.20643611066043377, "loss_rpn_cls": 0.025222101481631398, "loss_rpn_loc": 0.06844364176504314, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083796023510404, "mask_rcnn/false_negative": 0.07606729485936664, "mask_rcnn/false_positive": 0.10764425099927821, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9924325337633491, "total_loss": 0.6458063757745549}
{"data_time": 0.02226164611056447, "eta_seconds": 45573.15296860412, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25343357802510064, "fast_rcnn/fg_cls_accuracy": 0.7193369565217391, "iteration": 224359, "loss_box_reg": 0.19205592665821314, "loss_cls": 0.14209707407280803, "loss_mask": 0.20292268134653568, "loss_rpn_cls": 0.022221692255698144, "loss_rpn_loc": 0.057389451656490564, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064520187601044, "mask_rcnn/false_negative": 0.0796940459374621, "mask_rcnn/false_positive": 0.09583004342711327, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9981366414576769, "total_loss": 0.6147203199798241}
{"data_time": 0.015032882802188396, "eta_seconds": 45522.16858305968, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.24367715617715618, "fast_rcnn/fg_cls_accuracy": 0.7161862527716186, "iteration": 224379, "loss_box_reg": 0.1966528370976448, "loss_cls": 0.14995844289660454, "loss_mask": 0.21328207105398178, "loss_rpn_cls": 0.023768396698869765, "loss_rpn_loc": 0.06930957525037229, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047743207899458, "mask_rcnn/false_negative": 0.08384232223622226, "mask_rcnn/false_positive": 0.10419739193975307, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 0.973074491135776, "total_loss": 0.6490404378855601}
{"data_time": 0.017792200203984976, "eta_seconds": 45477.73586064577, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2581773065644033, "fast_rcnn/fg_cls_accuracy": 0.7201595907406777, "iteration": 224399, "loss_box_reg": 0.19804504420608282, "loss_cls": 0.14415152184665203, "loss_mask": 0.22133840434253216, "loss_rpn_cls": 0.025682422216050327, "loss_rpn_loc": 0.06421267986297607, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998169306000603, "mask_rcnn/false_negative": 0.09425316294821799, "mask_rcnn/false_positive": 0.10948658555022943, "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": 0.9918372696265578, "total_loss": 0.6684399640944321}
{"data_time": 0.014211614616215229, "eta_seconds": 45482.25436246954, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2558628367194481, "fast_rcnn/fg_cls_accuracy": 0.7233201581027668, "iteration": 224419, "loss_box_reg": 0.19419843889772892, "loss_cls": 0.14602551143616438, "loss_mask": 0.21797577664256096, "loss_rpn_cls": 0.024865040963049978, "loss_rpn_loc": 0.06292294524610043, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093352371690882, "mask_rcnn/false_negative": 0.07865552829587372, "mask_rcnn/false_positive": 0.1023551256531819, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0140198580920696, "total_loss": 0.6493686694884673}
{"data_time": 0.01710310997441411, "eta_seconds": 45465.90170677751, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.21802302181437655, "fast_rcnn/fg_cls_accuracy": 0.7566756675667567, "iteration": 224439, "loss_box_reg": 0.19593195617198944, "loss_cls": 0.1552804298698902, "loss_mask": 0.2314604725688696, "loss_rpn_cls": 0.026154252380365506, "loss_rpn_loc": 0.058981713838875294, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071473146958091, "mask_rcnn/false_negative": 0.07264144491972716, "mask_rcnn/false_positive": 0.10907545471908267, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9930385411716998, "total_loss": 0.6833900072087999}
{"data_time": 0.014998060651123524, "eta_seconds": 45440.85594009608, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.221464791427478, "fast_rcnn/fg_cls_accuracy": 0.7546917312173311, "iteration": 224459, "loss_box_reg": 0.18431153474375606, "loss_cls": 0.1358894589357078, "loss_mask": 0.2116122469305992, "loss_rpn_cls": 0.021514752181246877, "loss_rpn_loc": 0.06206544488668442, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102569263048323, "mask_rcnn/false_negative": 0.07626426181060647, "mask_rcnn/false_positive": 0.09611525133402121, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9918249375186861, "total_loss": 0.611316267226357}
{"data_time": 0.014366172719746828, "eta_seconds": 45422.38303158432, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2718421052631579, "fast_rcnn/fg_cls_accuracy": 0.7224818276220145, "iteration": 224479, "loss_box_reg": 0.19272313453257084, "loss_cls": 0.15061156451702118, "loss_mask": 0.20785336941480637, "loss_rpn_cls": 0.021846051095053554, "loss_rpn_loc": 0.06857214507181197, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081442443143202, "mask_rcnn/false_negative": 0.09367220811136387, "mask_rcnn/false_positive": 0.09744717526611718, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0042971684597433, "total_loss": 0.6469357694149949}
{"data_time": 0.015201621688902378, "eta_seconds": 45355.862974887714, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26005067567567564, "fast_rcnn/fg_cls_accuracy": 0.7266358303249097, "iteration": 224499, "loss_box_reg": 0.20802528597414494, "loss_cls": 0.14912558440119028, "loss_mask": 0.21909593790769577, "loss_rpn_cls": 0.026436149841174483, "loss_rpn_loc": 0.06980957300402224, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023773608955439, "mask_rcnn/false_negative": 0.09591653098363365, "mask_rcnn/false_positive": 0.10341375736168557, "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": 0.9713665577583015, "total_loss": 0.681390612386167}
{"data_time": 0.012032083235681057, "eta_seconds": 45313.108264971524, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24293154761904762, "fast_rcnn/fg_cls_accuracy": 0.7361278992861542, "iteration": 224519, "loss_box_reg": 0.1941376207396388, "loss_cls": 0.14574039750732481, "loss_mask": 0.2139254529029131, "loss_rpn_cls": 0.023900096537545323, "loss_rpn_loc": 0.05551269045099616, "lr": 1e-05, "mask_rcnn/accuracy": 0.911806394455749, "mask_rcnn/false_negative": 0.07896315025527875, "mask_rcnn/false_positive": 0.10866598191337044, "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": 0.9745470248162746, "total_loss": 0.6465922869392671}
{"data_time": 0.01572785945609212, "eta_seconds": 45263.552984120324, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2363052186995849, "fast_rcnn/fg_cls_accuracy": 0.7466041567758612, "iteration": 224539, "loss_box_reg": 0.19598708488047123, "loss_cls": 0.14464646857231855, "loss_mask": 0.21469790115952492, "loss_rpn_cls": 0.025539557449519634, "loss_rpn_loc": 0.06548225227743387, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029313978226079, "mask_rcnn/false_negative": 0.08871000137229292, "mask_rcnn/false_positive": 0.09922308962791937, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9873154642991722, "total_loss": 0.6552738539758138}
{"data_time": 0.015195033047348261, "eta_seconds": 45253.42851996422, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2446167097329888, "fast_rcnn/fg_cls_accuracy": 0.7459517657192076, "iteration": 224559, "loss_box_reg": 0.19364423211663961, "loss_cls": 0.14019569056108594, "loss_mask": 0.21511744521558285, "loss_rpn_cls": 0.026027173866168596, "loss_rpn_loc": 0.0554369802121073, "lr": 1e-05, "mask_rcnn/accuracy": 0.9143013243944921, "mask_rcnn/false_negative": 0.06627899990174417, "mask_rcnn/false_positive": 0.10975881536455503, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0207566963508725, "total_loss": 0.6218597475090064}
{"data_time": 0.017437830101698637, "eta_seconds": 45246.13869940862, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2614091790562379, "fast_rcnn/fg_cls_accuracy": 0.7275416890801507, "iteration": 224579, "loss_box_reg": 0.20892289280891418, "loss_cls": 0.1509742783382535, "loss_mask": 0.21545187756419182, "loss_rpn_cls": 0.026231073192320764, "loss_rpn_loc": 0.06875388347543776, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022960349943085, "mask_rcnn/false_negative": 0.08677513963971617, "mask_rcnn/false_positive": 0.11306634952112078, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.0150511399842799, "total_loss": 0.6758589453529567}
{"data_time": 0.015340559650212526, "eta_seconds": 45233.40183002874, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.24768601995432143, "fast_rcnn/fg_cls_accuracy": 0.7137862137862139, "iteration": 224599, "loss_box_reg": 0.21563664264976978, "loss_cls": 0.15541794151067734, "loss_mask": 0.23217189125716686, "loss_rpn_cls": 0.02283222891855985, "loss_rpn_loc": 0.07846361212432384, "lr": 1e-05, "mask_rcnn/accuracy": 0.8931740659883601, "mask_rcnn/false_negative": 0.0819610770998126, "mask_rcnn/false_positive": 0.1168137560476564, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.964846364222467, "total_loss": 0.6980697580147535}
{"data_time": 0.015737720299512148, "eta_seconds": 45155.93199221417, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2088316183059856, "fast_rcnn/fg_cls_accuracy": 0.7387449256783567, "iteration": 224619, "loss_box_reg": 0.203642375767231, "loss_cls": 0.1504724258556962, "loss_mask": 0.2217657994478941, "loss_rpn_cls": 0.019697538809850812, "loss_rpn_loc": 0.07108849426731467, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039592463464002, "mask_rcnn/false_negative": 0.08891107248768307, "mask_rcnn/false_positive": 0.10192170163345912, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9851792631670833, "total_loss": 0.6734913799737114}
{"data_time": 0.01664389669895172, "eta_seconds": 45131.45751301199, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25677655677655675, "fast_rcnn/fg_cls_accuracy": 0.724016238409374, "iteration": 224639, "loss_box_reg": 0.20132919028401375, "loss_cls": 0.13981314189732075, "loss_mask": 0.21667374297976494, "loss_rpn_cls": 0.026961400755681098, "loss_rpn_loc": 0.06122906063683331, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041147627882322, "mask_rcnn/false_negative": 0.08864742826672059, "mask_rcnn/false_positive": 0.10887693162454772, "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": 0.9666359890252352, "total_loss": 0.6461106181377545}
{"data_time": 0.022505343426018953, "eta_seconds": 45168.41746001504, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25245860824100586, "fast_rcnn/fg_cls_accuracy": 0.7318674105677716, "iteration": 224659, "loss_box_reg": 0.19386862218379974, "loss_cls": 0.15517726819962263, "loss_mask": 0.21832441166043282, "loss_rpn_cls": 0.02645137121726293, "loss_rpn_loc": 0.06775665353052318, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000832996368711, "mask_rcnn/false_negative": 0.08651247073542928, "mask_rcnn/false_positive": 0.0974661038049568, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.0116727901622653, "total_loss": 0.6866853880928829}
{"data_time": 0.015747447963804007, "eta_seconds": 45148.493147064, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22664874199401053, "fast_rcnn/fg_cls_accuracy": 0.7574875986647116, "iteration": 224679, "loss_box_reg": 0.19735080190002918, "loss_cls": 0.14505972433835268, "loss_mask": 0.21503154933452606, "loss_rpn_cls": 0.022782483138144016, "loss_rpn_loc": 0.06653481163084507, "lr": 1e-05, "mask_rcnn/accuracy": 0.914363148641099, "mask_rcnn/false_negative": 0.07888662794848636, "mask_rcnn/false_positive": 0.09538298353234173, "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": 0.981974711176008, "total_loss": 0.6589160766452551}
{"data_time": 0.02064936002716422, "eta_seconds": 45063.96731478162, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.23215811965811967, "fast_rcnn/fg_cls_accuracy": 0.7300933786078099, "iteration": 224699, "loss_box_reg": 0.2044034618884325, "loss_cls": 0.14223461644724011, "loss_mask": 0.2207730058580637, "loss_rpn_cls": 0.027167139924131334, "loss_rpn_loc": 0.06162772374227643, "lr": 1e-05, "mask_rcnn/accuracy": 0.9106738427078148, "mask_rcnn/false_negative": 0.08240387627469431, "mask_rcnn/false_positive": 0.09680193625326503, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9657163959927857, "total_loss": 0.6803197201807052}
{"data_time": 0.0242333821952343, "eta_seconds": 45051.86058618128, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.22851155936262318, "fast_rcnn/fg_cls_accuracy": 0.7365370453951587, "iteration": 224719, "loss_box_reg": 0.22270197235047817, "loss_cls": 0.1603406649082899, "loss_mask": 0.220153721049428, "loss_rpn_cls": 0.03214270283933729, "loss_rpn_loc": 0.08469184674322605, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092017691423722, "mask_rcnn/false_negative": 0.08415015145742027, "mask_rcnn/false_positive": 0.09705331316270174, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.012784456834197, "total_loss": 0.7392152234679088}
{"data_time": 0.016152686905115843, "eta_seconds": 45024.17573216371, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2363324892000596, "fast_rcnn/fg_cls_accuracy": 0.7463349439703917, "iteration": 224739, "loss_box_reg": 0.2088348213583231, "loss_cls": 0.1444344474002719, "loss_mask": 0.22332868725061417, "loss_rpn_cls": 0.024241459323093295, "loss_rpn_loc": 0.06615217123180628, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018313822234449, "mask_rcnn/false_negative": 0.08190480172190254, "mask_rcnn/false_positive": 0.10531464340197416, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0032337154261768, "total_loss": 0.6442628291260917}
{"data_time": 0.01872598985210061, "eta_seconds": 44998.51104380563, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2722842500228791, "fast_rcnn/fg_cls_accuracy": 0.7187146585471944, "iteration": 224759, "loss_box_reg": 0.19450168777257204, "loss_cls": 0.16028122510761023, "loss_mask": 0.2162352977320552, "loss_rpn_cls": 0.023306077753659338, "loss_rpn_loc": 0.06713701109401882, "lr": 1e-05, "mask_rcnn/accuracy": 0.906786946977105, "mask_rcnn/false_negative": 0.0778831378909627, "mask_rcnn/false_positive": 0.09848886302787221, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.991865498945117, "total_loss": 0.6715179798193276}
{"data_time": 0.015087984502315521, "eta_seconds": 44978.61780284904, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.22137537239324728, "fast_rcnn/fg_cls_accuracy": 0.7601130926489779, "iteration": 224779, "loss_box_reg": 0.21315810084342957, "loss_cls": 0.15905034355819225, "loss_mask": 0.21924026124179363, "loss_rpn_cls": 0.024006944440770894, "loss_rpn_loc": 0.06807094952091575, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057803586530875, "mask_rcnn/false_negative": 0.08422100164215203, "mask_rcnn/false_positive": 0.0984230541950317, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0193039597943425, "total_loss": 0.6827287495834753}
{"data_time": 0.01450287364423275, "eta_seconds": 44930.31106777489, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.23998783454987835, "fast_rcnn/fg_cls_accuracy": 0.7486580086580087, "iteration": 224799, "loss_box_reg": 0.18984895758330822, "loss_cls": 0.1417555883526802, "loss_mask": 0.22282131761312485, "loss_rpn_cls": 0.022018848918378353, "loss_rpn_loc": 0.06163454113993794, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046734689918183, "mask_rcnn/false_negative": 0.07757119174715374, "mask_rcnn/false_positive": 0.10441198213765285, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9874575608409941, "total_loss": 0.650714915827848}
{"data_time": 0.026521433610469103, "eta_seconds": 44896.77444820292, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23171316268814113, "fast_rcnn/fg_cls_accuracy": 0.7431214648643467, "iteration": 224819, "loss_box_reg": 0.21263772435486317, "loss_cls": 0.16462194826453924, "loss_mask": 0.21454904600977898, "loss_rpn_cls": 0.028771912096999586, "loss_rpn_loc": 0.07738584629260004, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099434579026415, "mask_rcnn/false_negative": 0.07192471643897333, "mask_rcnn/false_positive": 0.10814040979177905, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0034100152552128, "total_loss": 0.7208435982756782}
{"data_time": 0.017866356298327446, "eta_seconds": 44918.93807997927, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.20857655328022107, "fast_rcnn/fg_cls_accuracy": 0.7699015963928832, "iteration": 224839, "loss_box_reg": 0.19343122839927673, "loss_cls": 0.14505770104005933, "loss_mask": 0.2197231538593769, "loss_rpn_cls": 0.02292965690139681, "loss_rpn_loc": 0.05920721939764917, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049878678193979, "mask_rcnn/false_negative": 0.08700538778046346, "mask_rcnn/false_positive": 0.10147073739252727, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0398437050171196, "total_loss": 0.6644145672325976}
{"data_time": 0.014154163654893637, "eta_seconds": 44904.800984309986, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.21401156677181915, "fast_rcnn/fg_cls_accuracy": 0.7365538928648883, "iteration": 224859, "loss_box_reg": 0.19592462107539177, "loss_cls": 0.15038898214697838, "loss_mask": 0.21472730860114098, "loss_rpn_cls": 0.024084050441160798, "loss_rpn_loc": 0.07021330273710191, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081161350170567, "mask_rcnn/false_negative": 0.0830576690816602, "mask_rcnn/false_positive": 0.10789766284530437, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.002132554538548, "total_loss": 0.6680088848879677}
{"data_time": 0.014850962907075882, "eta_seconds": 44953.59592080116, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2275651113384216, "fast_rcnn/fg_cls_accuracy": 0.768913761901015, "iteration": 224879, "loss_box_reg": 0.22245501726865768, "loss_cls": 0.15737909637391567, "loss_mask": 0.2218929696828127, "loss_rpn_cls": 0.029124766471795738, "loss_rpn_loc": 0.06781457806937397, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002872155624239, "mask_rcnn/false_negative": 0.09071778158168076, "mask_rcnn/false_positive": 0.10541686407612372, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0721831168048084, "total_loss": 0.6957362097455189}
{"data_time": 0.01382826128974557, "eta_seconds": 45034.93405482732, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.24635693119280994, "fast_rcnn/fg_cls_accuracy": 0.7314512508672408, "iteration": 224899, "loss_box_reg": 0.22041813656687737, "loss_cls": 0.16789468005299568, "loss_mask": 0.2290851343423128, "loss_rpn_cls": 0.027773973444709554, "loss_rpn_loc": 0.07851509714964777, "lr": 1e-05, "mask_rcnn/accuracy": 0.8960503938417472, "mask_rcnn/false_negative": 0.0848190612364989, "mask_rcnn/false_positive": 0.11554073116174199, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.028330800589174, "total_loss": 0.7011304042534903}
{"data_time": 0.017025547567754984, "eta_seconds": 44965.857347566634, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.21507521555677855, "fast_rcnn/fg_cls_accuracy": 0.7670200393630345, "iteration": 224919, "loss_box_reg": 0.19437051471322775, "loss_cls": 0.14307686686515808, "loss_mask": 0.21810613572597504, "loss_rpn_cls": 0.03041169757489115, "loss_rpn_loc": 0.07634901441633701, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052185140780153, "mask_rcnn/false_negative": 0.08488077648103937, "mask_rcnn/false_positive": 0.10371535317364314, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9889245987869799, "total_loss": 0.6577270372654311}
{"data_time": 0.01584678003564477, "eta_seconds": 44911.81030665524, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.23138608603292618, "fast_rcnn/fg_cls_accuracy": 0.7130623721881391, "iteration": 224939, "loss_box_reg": 0.1940012825652957, "loss_cls": 0.1550673060119152, "loss_mask": 0.22120279259979725, "loss_rpn_cls": 0.024483541143126786, "loss_rpn_loc": 0.053958744974806905, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015328649571321, "mask_rcnn/false_negative": 0.09348893071646167, "mask_rcnn/false_positive": 0.10263090469694752, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9680881737731397, "total_loss": 0.6418763615074567}
{"data_time": 0.016455750912427902, "eta_seconds": 44943.41238450259, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2509589566551592, "fast_rcnn/fg_cls_accuracy": 0.7354772817855719, "iteration": 224959, "loss_box_reg": 0.1903123864904046, "loss_cls": 0.14585064025595784, "loss_mask": 0.2205004682764411, "loss_rpn_cls": 0.029354686907026917, "loss_rpn_loc": 0.06996042717946693, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046635687655353, "mask_rcnn/false_negative": 0.08401333624365727, "mask_rcnn/false_positive": 0.11460616697871895, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.011883077211678, "total_loss": 0.6680619644466788}
{"data_time": 0.013901622500270605, "eta_seconds": 44906.00926768966, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22117185140440954, "fast_rcnn/fg_cls_accuracy": 0.7564137616769195, "iteration": 224979, "loss_box_reg": 0.19155748188495636, "loss_cls": 0.14796207379549742, "loss_mask": 0.21963688917458057, "loss_rpn_cls": 0.0256201631273143, "loss_rpn_loc": 0.06868547445628792, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021920547569132, "mask_rcnn/false_negative": 0.08570347398761832, "mask_rcnn/false_positive": 0.09535428902696026, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0013687084428966, "total_loss": 0.6931639180402271}
{"data_time": 0.01380195189267397, "eta_seconds": 44865.992604754865, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2065358920896983, "fast_rcnn/fg_cls_accuracy": 0.7746345159564985, "iteration": 224999, "loss_box_reg": 0.182088116183877, "loss_cls": 0.14052541926503181, "loss_mask": 0.2177305854856968, "loss_rpn_cls": 0.019708486390300095, "loss_rpn_loc": 0.06459623412229121, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065470785771936, "mask_rcnn/false_negative": 0.08712713862214858, "mask_rcnn/false_positive": 0.09343671995804148, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0067296251654625, "total_loss": 0.6198709860327654}
{"data_time": 0.016764458268880844, "eta_seconds": 44883.54105361737, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.25509404388714735, "fast_rcnn/fg_cls_accuracy": 0.7251865671641791, "iteration": 225019, "loss_box_reg": 0.21178650483489037, "loss_cls": 0.15291223023086786, "loss_mask": 0.2205035164952278, "loss_rpn_cls": 0.027161350240930915, "loss_rpn_loc": 0.07424964220263064, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039032765644426, "mask_rcnn/false_negative": 0.09276411732990197, "mask_rcnn/false_positive": 0.09599956008463378, "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": 1.0151416612789035, "total_loss": 0.7109392597340047}
{"data_time": 0.022645042277872562, "eta_seconds": 44875.64074739814, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2386657507677388, "fast_rcnn/fg_cls_accuracy": 0.7463832960477256, "iteration": 225039, "loss_box_reg": 0.19842039421200752, "loss_cls": 0.1586810052394867, "loss_mask": 0.22487316094338894, "loss_rpn_cls": 0.025795941008254886, "loss_rpn_loc": 0.06311012082733214, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059920196526887, "mask_rcnn/false_negative": 0.08098155355453515, "mask_rcnn/false_positive": 0.10891657010383379, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.000731063541025, "total_loss": 0.6883248468511738}
{"data_time": 0.01464064884930849, "eta_seconds": 44855.67827375606, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23195084485407064, "fast_rcnn/fg_cls_accuracy": 0.7313235294117647, "iteration": 225059, "loss_box_reg": 0.18592257238924503, "loss_cls": 0.13349672220647335, "loss_mask": 0.22373594529926777, "loss_rpn_cls": 0.02324136655079201, "loss_rpn_loc": 0.059806406032294035, "lr": 1e-05, "mask_rcnn/accuracy": 0.9104229104229105, "mask_rcnn/false_negative": 0.08057233624160597, "mask_rcnn/false_positive": 0.10133884887108333, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0267838197760284, "total_loss": 0.6375641652848572}
{"data_time": 0.02463132282719016, "eta_seconds": 44796.21761005372, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.25631900720868694, "fast_rcnn/fg_cls_accuracy": 0.7284755460196952, "iteration": 225079, "loss_box_reg": 0.18332278728485107, "loss_cls": 0.143442178145051, "loss_mask": 0.20281784422695637, "loss_rpn_cls": 0.024883186211809516, "loss_rpn_loc": 0.05180609202943742, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077770594539185, "mask_rcnn/false_negative": 0.08628901967963343, "mask_rcnn/false_positive": 0.09543454338121968, "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": 0.9773809835314751, "total_loss": 0.6030558248749003}
{"data_time": 0.020771329756826162, "eta_seconds": 44742.123540025204, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24466743721761058, "fast_rcnn/fg_cls_accuracy": 0.7193532420392674, "iteration": 225099, "loss_box_reg": 0.1894325166940689, "loss_cls": 0.1394509980455041, "loss_mask": 0.22250757738947868, "loss_rpn_cls": 0.02257139844004996, "loss_rpn_loc": 0.0686992909759283, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067858160551454, "mask_rcnn/false_negative": 0.09053424347359894, "mask_rcnn/false_positive": 0.09091008346247482, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.990830865688622, "total_loss": 0.6456898623728193}
{"data_time": 0.013894704636186361, "eta_seconds": 44722.193863615394, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2594643099011242, "fast_rcnn/fg_cls_accuracy": 0.7261991263895501, "iteration": 225119, "loss_box_reg": 0.20333020761609077, "loss_cls": 0.15030467277392745, "loss_mask": 0.23091227933764458, "loss_rpn_cls": 0.02626863680779934, "loss_rpn_loc": 0.08183168689720333, "lr": 1e-05, "mask_rcnn/accuracy": 0.8948017260001345, "mask_rcnn/false_negative": 0.09317324063160623, "mask_rcnn/false_positive": 0.10745049924620284, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 1.0042819497175515, "total_loss": 0.6902526945341378}
{"data_time": 0.014507316052913666, "eta_seconds": 44726.40951665118, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2058133824432167, "fast_rcnn/fg_cls_accuracy": 0.7584881968859869, "iteration": 225139, "loss_box_reg": 0.20092369616031647, "loss_cls": 0.16321964282542467, "loss_mask": 0.2212106306105852, "loss_rpn_cls": 0.026538010453805327, "loss_rpn_loc": 0.07108412921661511, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072884376319836, "mask_rcnn/false_negative": 0.0803298616497992, "mask_rcnn/false_positive": 0.09450259128270791, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0012899390421808, "total_loss": 0.661388358916156}
{"data_time": 0.017018350306898355, "eta_seconds": 44706.469075493515, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2623058542413381, "fast_rcnn/fg_cls_accuracy": 0.7331565748549973, "iteration": 225159, "loss_box_reg": 0.19489438831806183, "loss_cls": 0.14606507262215018, "loss_mask": 0.2133466750383377, "loss_rpn_cls": 0.0241833123145625, "loss_rpn_loc": 0.061344481306150556, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092349561577878, "mask_rcnn/false_negative": 0.08551647697951936, "mask_rcnn/false_positive": 0.09623254567725315, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9616485466249287, "total_loss": 0.6461078876018291}
{"data_time": 0.02151259733363986, "eta_seconds": 44672.59959929623, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2100666513445185, "fast_rcnn/fg_cls_accuracy": 0.7698508352448712, "iteration": 225179, "loss_box_reg": 0.18032927066087723, "loss_cls": 0.14295343169942498, "loss_mask": 0.21680394187569618, "loss_rpn_cls": 0.0218225191347301, "loss_rpn_loc": 0.05843314703088254, "lr": 1e-05, "mask_rcnn/accuracy": 0.9145928642616714, "mask_rcnn/false_negative": 0.07727315669140158, "mask_rcnn/false_positive": 0.09468231199851465, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9869366185739636, "total_loss": 0.6340710476506501}
{"data_time": 0.01450625341385603, "eta_seconds": 44631.62348270416, "fast_rcnn/cls_accuracy": 0.962646484375, "fast_rcnn/false_negative": 0.18892898927204582, "fast_rcnn/fg_cls_accuracy": 0.7956042899052567, "iteration": 225199, "loss_box_reg": 0.1981437373906374, "loss_cls": 0.1377547439187765, "loss_mask": 0.21548600122332573, "loss_rpn_cls": 0.02252359190606512, "loss_rpn_loc": 0.05899634084198624, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112392460730011, "mask_rcnn/false_negative": 0.06893516570114214, "mask_rcnn/false_positive": 0.0938489042130191, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9635983891785145, "total_loss": 0.6315105378453154}
{"data_time": 0.014087824616581202, "eta_seconds": 44622.54548156634, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.2083794466403162, "fast_rcnn/fg_cls_accuracy": 0.7741642228739003, "iteration": 225219, "loss_box_reg": 0.17979330755770206, "loss_cls": 0.13764126459136605, "loss_mask": 0.20477320533245802, "loss_rpn_cls": 0.0250071442569606, "loss_rpn_loc": 0.0611088068690151, "lr": 1e-05, "mask_rcnn/accuracy": 0.9184066415074708, "mask_rcnn/false_negative": 0.08697740246932256, "mask_rcnn/false_positive": 0.08888246837127882, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0165984858758748, "total_loss": 0.6007869065506384}
{"data_time": 0.01809795293956995, "eta_seconds": 44587.46259039268, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.22151275401332854, "fast_rcnn/fg_cls_accuracy": 0.7347274560798258, "iteration": 225239, "loss_box_reg": 0.21152806375175714, "loss_cls": 0.1550718080252409, "loss_mask": 0.23118678107857704, "loss_rpn_cls": 0.025047853239811957, "loss_rpn_loc": 0.09178445441648364, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021172448488983, "mask_rcnn/false_negative": 0.09953873557897741, "mask_rcnn/false_positive": 0.10298259452474295, "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": 0.999617962166667, "total_loss": 0.7043711219448596}
{"data_time": 0.015434370376169682, "eta_seconds": 44571.8489869684, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22481827622014539, "fast_rcnn/fg_cls_accuracy": 0.7562154696132597, "iteration": 225259, "loss_box_reg": 0.20657220529392362, "loss_cls": 0.15101124811917543, "loss_mask": 0.21680440567433834, "loss_rpn_cls": 0.025393342948518693, "loss_rpn_loc": 0.06955488154198974, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105249785784031, "mask_rcnn/false_negative": 0.07997963762133345, "mask_rcnn/false_positive": 0.1030653178743354, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9959272546693683, "total_loss": 0.6790183004923165}
{"data_time": 0.016044422052800655, "eta_seconds": 44557.22287505865, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24743892828999212, "fast_rcnn/fg_cls_accuracy": 0.7199113535629049, "iteration": 225279, "loss_box_reg": 0.19741053320467472, "loss_cls": 0.1485522734001279, "loss_mask": 0.23117103334516287, "loss_rpn_cls": 0.027736029122024775, "loss_rpn_loc": 0.06265257950872183, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017148006236659, "mask_rcnn/false_negative": 0.09193941210558479, "mask_rcnn/false_positive": 0.10745021131034924, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.00869309483096, "total_loss": 0.6815444022649899}
{"data_time": 0.021573747042566538, "eta_seconds": 44531.999323144555, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2055496641922941, "fast_rcnn/fg_cls_accuracy": 0.7497331659080206, "iteration": 225299, "loss_box_reg": 0.19192862324416637, "loss_cls": 0.14690759032964706, "loss_mask": 0.2224720735102892, "loss_rpn_cls": 0.02443334652343765, "loss_rpn_loc": 0.0720827771583572, "lr": 1e-05, "mask_rcnn/accuracy": 0.9104547342192691, "mask_rcnn/false_negative": 0.08376264517031529, "mask_rcnn/false_positive": 0.10089181974801381, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9952458678744733, "total_loss": 0.6653998249676079}
{"data_time": 0.019046600442379713, "eta_seconds": 44512.07449123263, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2837937636761488, "fast_rcnn/fg_cls_accuracy": 0.6959042553191489, "iteration": 225319, "loss_box_reg": 0.20419406611472368, "loss_cls": 0.1501512499526143, "loss_mask": 0.22158551774919033, "loss_rpn_cls": 0.03002289356663823, "loss_rpn_loc": 0.06931309442734346, "lr": 1e-05, "mask_rcnn/accuracy": 0.8942410351787551, "mask_rcnn/false_negative": 0.07869037848088692, "mask_rcnn/false_positive": 0.12164211484336981, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 211.375, "rpn/num_pos_anchors": 44.625, "time": 1.0086367442272604, "total_loss": 0.7050155043252744}
{"data_time": 0.019433627370744944, "eta_seconds": 44502.967423107475, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.21030936596974334, "fast_rcnn/fg_cls_accuracy": 0.7334366636501916, "iteration": 225339, "loss_box_reg": 0.19388793595135212, "loss_cls": 0.15166429383680224, "loss_mask": 0.20718372985720634, "loss_rpn_cls": 0.024330002357601188, "loss_rpn_loc": 0.05578738183248788, "lr": 1e-05, "mask_rcnn/accuracy": 0.9223431667733386, "mask_rcnn/false_negative": 0.07756610653821756, "mask_rcnn/false_positive": 0.09148609415062173, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0007562758401036, "total_loss": 0.6356008307484444}
{"data_time": 0.013476192951202393, "eta_seconds": 44516.98918327689, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.3025398735198744, "fast_rcnn/fg_cls_accuracy": 0.6849071207430341, "iteration": 225359, "loss_box_reg": 0.20070177596062422, "loss_cls": 0.15747745241969824, "loss_mask": 0.21677167899906635, "loss_rpn_cls": 0.023537903325632215, "loss_rpn_loc": 0.06623727967962623, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036015526119268, "mask_rcnn/false_negative": 0.08268887900849203, "mask_rcnn/false_positive": 0.11024461706917085, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0077597722411156, "total_loss": 0.6492382888682187}
{"data_time": 0.01548423757776618, "eta_seconds": 44509.49707928114, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.23222748815165878, "fast_rcnn/fg_cls_accuracy": 0.7460345982325172, "iteration": 225379, "loss_box_reg": 0.18116002902388573, "loss_cls": 0.13906928524374962, "loss_mask": 0.20679528452455997, "loss_rpn_cls": 0.025229287799447775, "loss_rpn_loc": 0.061670732917264104, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066210017660911, "mask_rcnn/false_negative": 0.093145511950238, "mask_rcnn/false_positive": 0.094662289131651, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9817999359220266, "total_loss": 0.620231659268029}
{"data_time": 0.02186294039711356, "eta_seconds": 44485.164353996515, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26258250512100756, "fast_rcnn/fg_cls_accuracy": 0.7101112625130093, "iteration": 225399, "loss_box_reg": 0.18802324030548334, "loss_cls": 0.14041086845099926, "loss_mask": 0.21063873544335365, "loss_rpn_cls": 0.021348674737964757, "loss_rpn_loc": 0.05542028835043311, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989675926842466, "mask_rcnn/false_negative": 0.08584492957097994, "mask_rcnn/false_positive": 0.11086948075066308, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9791494808159769, "total_loss": 0.6285820338525809}
{"data_time": 0.017817657440900803, "eta_seconds": 44465.2158498019, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2587376108502869, "fast_rcnn/fg_cls_accuracy": 0.713581051716645, "iteration": 225419, "loss_box_reg": 0.20801120903342962, "loss_cls": 0.1504973517730832, "loss_mask": 0.2083979044109583, "loss_rpn_cls": 0.024227648857049644, "loss_rpn_loc": 0.06273280110326596, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067874936532114, "mask_rcnn/false_negative": 0.0829041692742716, "mask_rcnn/false_positive": 0.106188276753378, "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": 1.0097314757294953, "total_loss": 0.6127639900078066}
{"data_time": 0.017587056383490562, "eta_seconds": 44451.60937644541, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.23679482572763205, "fast_rcnn/fg_cls_accuracy": 0.7228226319135409, "iteration": 225439, "loss_box_reg": 0.19118107855319977, "loss_cls": 0.14430047571659088, "loss_mask": 0.21916203014552593, "loss_rpn_cls": 0.02387616113992408, "loss_rpn_loc": 0.06131837051361799, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113886744734794, "mask_rcnn/false_negative": 0.07560411004091028, "mask_rcnn/false_positive": 0.08980342266107695, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.001826273277402, "total_loss": 0.6440524988574907}
{"data_time": 0.013330006506294012, "eta_seconds": 44439.62996867485, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.26918803418803416, "fast_rcnn/fg_cls_accuracy": 0.6995274914089347, "iteration": 225459, "loss_box_reg": 0.18222646787762642, "loss_cls": 0.1455793445929885, "loss_mask": 0.21352272853255272, "loss_rpn_cls": 0.02369720587739721, "loss_rpn_loc": 0.05840832681860775, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082608668467387, "mask_rcnn/false_negative": 0.08557731961007455, "mask_rcnn/false_positive": 0.09266291915536938, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0056689693592489, "total_loss": 0.6167310075834394}
{"data_time": 0.01362943695858121, "eta_seconds": 44413.74061703682, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.2324561403508772, "fast_rcnn/fg_cls_accuracy": 0.7610392506690455, "iteration": 225479, "loss_box_reg": 0.19620529981330037, "loss_cls": 0.14105371199548244, "loss_mask": 0.21440893411636353, "loss_rpn_cls": 0.02410571346990764, "loss_rpn_loc": 0.07180714374408126, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063750362927291, "mask_rcnn/false_negative": 0.08831164378246892, "mask_rcnn/false_positive": 0.10172909817680742, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9890742423012853, "total_loss": 0.6415730628650635}
{"data_time": 0.017847316805273294, "eta_seconds": 44486.73363565467, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2604649076576324, "fast_rcnn/fg_cls_accuracy": 0.710066271207347, "iteration": 225499, "loss_box_reg": 0.2103815134614706, "loss_cls": 0.15198519825935364, "loss_mask": 0.2273303847759962, "loss_rpn_cls": 0.023731524124741554, "loss_rpn_loc": 0.055120162782259285, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016346270651118, "mask_rcnn/false_negative": 0.0999629189353114, "mask_rcnn/false_positive": 0.10322168929807467, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0515111521817744, "total_loss": 0.6632561765727587}
{"data_time": 0.024999599903821945, "eta_seconds": 44541.233053058386, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22045220966084275, "fast_rcnn/fg_cls_accuracy": 0.7620705866917408, "iteration": 225519, "loss_box_reg": 0.21647528931498528, "loss_cls": 0.1481002001091838, "loss_mask": 0.21219744998961687, "loss_rpn_cls": 0.025305907300207764, "loss_rpn_loc": 0.06599442614242435, "lr": 1e-05, "mask_rcnn/accuracy": 0.9117934898390763, "mask_rcnn/false_negative": 0.08066507032355771, "mask_rcnn/false_positive": 0.10414183343185268, "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": 1.0168164470233023, "total_loss": 0.6714068353758194}
{"data_time": 0.01677763881161809, "eta_seconds": 44529.460423132405, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23111134642876052, "fast_rcnn/fg_cls_accuracy": 0.752906976744186, "iteration": 225539, "loss_box_reg": 0.2017849050462246, "loss_cls": 0.14408922754228115, "loss_mask": 0.22038105130195618, "loss_rpn_cls": 0.029078155639581382, "loss_rpn_loc": 0.07572431571315974, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075884347017447, "mask_rcnn/false_negative": 0.0893410482764759, "mask_rcnn/false_positive": 0.11318560366337468, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0238539455458522, "total_loss": 0.6850820944528095}
{"data_time": 0.012229654006659985, "eta_seconds": 44493.928262684494, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22219791970448138, "fast_rcnn/fg_cls_accuracy": 0.7414763348239743, "iteration": 225559, "loss_box_reg": 0.194276737049222, "loss_cls": 0.14009910682216287, "loss_mask": 0.21453051082789898, "loss_rpn_cls": 0.024449152901070192, "loss_rpn_loc": 0.062380590476095676, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068490154665888, "mask_rcnn/false_negative": 0.08497049778365756, "mask_rcnn/false_positive": 0.09771095870057445, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0025392030365765, "total_loss": 0.6387869938916992}
{"data_time": 0.012445277534425259, "eta_seconds": 44457.361217355356, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2067215598822083, "fast_rcnn/fg_cls_accuracy": 0.7689731823769905, "iteration": 225579, "loss_box_reg": 0.1919571328908205, "loss_cls": 0.15413086581975222, "loss_mask": 0.2120728436857462, "loss_rpn_cls": 0.029319457476958632, "loss_rpn_loc": 0.07703250157646835, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036548020884715, "mask_rcnn/false_negative": 0.08283329858668481, "mask_rcnn/false_positive": 0.10531358420210339, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9884840534068644, "total_loss": 0.6833086488768458}
{"data_time": 0.013147651217877865, "eta_seconds": 44461.83314099908, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.25066409079932384, "fast_rcnn/fg_cls_accuracy": 0.7314710919506289, "iteration": 225599, "loss_box_reg": 0.20854799263179302, "loss_cls": 0.1619575982913375, "loss_mask": 0.22192476317286491, "loss_rpn_cls": 0.02656394732184708, "loss_rpn_loc": 0.06794054416241124, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084229516468842, "mask_rcnn/false_negative": 0.07516214774477734, "mask_rcnn/false_positive": 0.10428286618638881, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0214920616708696, "total_loss": 0.7026979692745954}
{"data_time": 0.024880603421479464, "eta_seconds": 44445.85707359016, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24306635237474297, "fast_rcnn/fg_cls_accuracy": 0.740956937799043, "iteration": 225619, "loss_box_reg": 0.20297049079090357, "loss_cls": 0.156709935516119, "loss_mask": 0.21889383159577847, "loss_rpn_cls": 0.0238083841977641, "loss_rpn_loc": 0.07310202857479453, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105442573081418, "mask_rcnn/false_negative": 0.07943966545654853, "mask_rcnn/false_positive": 0.10270664521054318, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0092626502737403, "total_loss": 0.6714715719572268}
{"data_time": 0.01410489808768034, "eta_seconds": 44472.931360155344, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22997331945077112, "fast_rcnn/fg_cls_accuracy": 0.7511949725796471, "iteration": 225639, "loss_box_reg": 0.19337948225438595, "loss_cls": 0.14133920334279537, "loss_mask": 0.22024673409759998, "loss_rpn_cls": 0.02619710745057091, "loss_rpn_loc": 0.06440044159535319, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010189793484644, "mask_rcnn/false_negative": 0.09761312545119416, "mask_rcnn/false_positive": 0.11086115709201243, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0185267012566328, "total_loss": 0.6607360169873573}
{"data_time": 0.021558813750743866, "eta_seconds": 44401.74958270043, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.24557322929171668, "fast_rcnn/fg_cls_accuracy": 0.733718487394958, "iteration": 225659, "loss_box_reg": 0.19078607391566038, "loss_cls": 0.14523227466270328, "loss_mask": 0.21460267156362534, "loss_rpn_cls": 0.025781011441722512, "loss_rpn_loc": 0.08145816973410547, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092110058309038, "mask_rcnn/false_negative": 0.08064767225609933, "mask_rcnn/false_positive": 0.10177415629576148, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.963664008770138, "total_loss": 0.650146282510832}
{"data_time": 0.015294561628252268, "eta_seconds": 44385.76803743839, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.23377745478036177, "fast_rcnn/fg_cls_accuracy": 0.7211536508581293, "iteration": 225679, "loss_box_reg": 0.17979745753109455, "loss_cls": 0.13865888491272926, "loss_mask": 0.21773030050098896, "loss_rpn_cls": 0.0219597514369525, "loss_rpn_loc": 0.056145077804103494, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055354707627234, "mask_rcnn/false_negative": 0.07942989799781464, "mask_rcnn/false_positive": 0.10612037458428591, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9804808497428894, "total_loss": 0.6139764960389584}
{"data_time": 0.013745627366006374, "eta_seconds": 44431.142077129334, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2529703275055405, "fast_rcnn/fg_cls_accuracy": 0.7216195273149941, "iteration": 225699, "loss_box_reg": 0.19663218036293983, "loss_cls": 0.15399652905762196, "loss_mask": 0.2064354047179222, "loss_rpn_cls": 0.030403588199988008, "loss_rpn_loc": 0.0579864215105772, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984751308845553, "mask_rcnn/false_negative": 0.09384541321382192, "mask_rcnn/false_positive": 0.10426423198883844, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0117998970672488, "total_loss": 0.6454437506909017}
{"data_time": 0.015501764602959156, "eta_seconds": 44435.107536278665, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.20260895055696698, "fast_rcnn/fg_cls_accuracy": 0.7711276818419676, "iteration": 225719, "loss_box_reg": 0.19840968400239944, "loss_cls": 0.14908408466726542, "loss_mask": 0.2060838770121336, "loss_rpn_cls": 0.022392412734916434, "loss_rpn_loc": 0.06561009818688035, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046230962432896, "mask_rcnn/false_negative": 0.08543797925035754, "mask_rcnn/false_positive": 0.1016027979793168, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.0338817932642996, "total_loss": 0.6347681808983907}
{"data_time": 0.02302771806716919, "eta_seconds": 44424.95985274203, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2553320815579789, "fast_rcnn/fg_cls_accuracy": 0.7301537260553654, "iteration": 225739, "loss_box_reg": 0.18235759064555168, "loss_cls": 0.13563944911584258, "loss_mask": 0.21449634060263634, "loss_rpn_cls": 0.020919571368722245, "loss_rpn_loc": 0.05071236833464354, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946813019534983, "mask_rcnn/false_negative": 0.1066730009804718, "mask_rcnn/false_positive": 0.11166997579878704, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.016744090244174, "total_loss": 0.6107962847454473}
{"data_time": 0.016396269667893648, "eta_seconds": 44404.885311461985, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24816374099939467, "fast_rcnn/fg_cls_accuracy": 0.7386105756326102, "iteration": 225759, "loss_box_reg": 0.19628910906612873, "loss_cls": 0.15383074060082436, "loss_mask": 0.2092929594218731, "loss_rpn_cls": 0.02320925099775195, "loss_rpn_loc": 0.053452823078259826, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094213929662058, "mask_rcnn/false_negative": 0.08618533048796898, "mask_rcnn/false_positive": 0.09182923956088435, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.995191085152328, "total_loss": 0.6494560242863372}
{"data_time": 0.013796339277178049, "eta_seconds": 44364.10852792673, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.28561335566254975, "fast_rcnn/fg_cls_accuracy": 0.6983875128998968, "iteration": 225779, "loss_box_reg": 0.20334607549011707, "loss_cls": 0.15272729378193617, "loss_mask": 0.220352990552783, "loss_rpn_cls": 0.025548789650201797, "loss_rpn_loc": 0.06703375437064096, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067454130131557, "mask_rcnn/false_negative": 0.0856017825691465, "mask_rcnn/false_positive": 0.10487821035164435, "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": 1.0096457796171308, "total_loss": 0.6634981182869524}
{"data_time": 0.02018726198002696, "eta_seconds": 44380.152338929474, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2686456400742115, "fast_rcnn/fg_cls_accuracy": 0.7010980346909734, "iteration": 225799, "loss_box_reg": 0.17716606426984072, "loss_cls": 0.1403291393071413, "loss_mask": 0.21012227050960064, "loss_rpn_cls": 0.022646601661108434, "loss_rpn_loc": 0.0576188302366063, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035919696107081, "mask_rcnn/false_negative": 0.09398598732452584, "mask_rcnn/false_positive": 0.10972359523587585, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.9992793742567301, "total_loss": 0.6101282949093729}
{"data_time": 0.013585888780653477, "eta_seconds": 44360.07082203403, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.258493031358885, "fast_rcnn/fg_cls_accuracy": 0.7229294478527607, "iteration": 225819, "loss_box_reg": 0.20492672733962536, "loss_cls": 0.15788118029013276, "loss_mask": 0.23251179419457912, "loss_rpn_cls": 0.02754013054072857, "loss_rpn_loc": 0.08114761463366449, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082690415691086, "mask_rcnn/false_negative": 0.08139893116253968, "mask_rcnn/false_positive": 0.0976738955982614, "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": 1.0060833878815174, "total_loss": 0.6930708102881908}
{"data_time": 0.016797923017293215, "eta_seconds": 44334.55442726612, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25975502235657155, "fast_rcnn/fg_cls_accuracy": 0.7172759619623401, "iteration": 225839, "loss_box_reg": 0.1922054961323738, "loss_cls": 0.15641378471627831, "loss_mask": 0.2137882299721241, "loss_rpn_cls": 0.02304563434154261, "loss_rpn_loc": 0.057003048015758395, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116129470022369, "mask_rcnn/false_negative": 0.08346869064093898, "mask_rcnn/false_positive": 0.10210561848305093, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0684243445284665, "total_loss": 0.6410377623396926}
{"data_time": 0.025039709638804197, "eta_seconds": 44340.54055374116, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.21832441634241245, "fast_rcnn/fg_cls_accuracy": 0.7748821472019465, "iteration": 225859, "loss_box_reg": 0.19900627620518208, "loss_cls": 0.1435814807191491, "loss_mask": 0.21892228163778782, "loss_rpn_cls": 0.022585383558180183, "loss_rpn_loc": 0.07461115601472557, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055780443735575, "mask_rcnn/false_negative": 0.08829070476500825, "mask_rcnn/false_positive": 0.10033377773687505, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0177157777361572, "total_loss": 0.6559781357063912}
{"data_time": 0.017101860605180264, "eta_seconds": 44192.27710228413, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.26233266005918554, "fast_rcnn/fg_cls_accuracy": 0.70847835081656, "iteration": 225879, "loss_box_reg": 0.19263967964798212, "loss_cls": 0.14806043729186058, "loss_mask": 0.2164763454347849, "loss_rpn_cls": 0.024866269959602505, "loss_rpn_loc": 0.06805842951871455, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103323858095799, "mask_rcnn/false_negative": 0.08234200322552995, "mask_rcnn/false_positive": 0.11626555767046665, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9651563572697341, "total_loss": 0.6449068143847398}
{"data_time": 0.030225672759115696, "eta_seconds": 44165.44157154858, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2347987472450992, "fast_rcnn/fg_cls_accuracy": 0.7606797432884389, "iteration": 225899, "loss_box_reg": 0.1784688914194703, "loss_cls": 0.13700668048113585, "loss_mask": 0.2135949805378914, "loss_rpn_cls": 0.021989106782712042, "loss_rpn_loc": 0.060241914819926023, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064983940346801, "mask_rcnn/false_negative": 0.08716559236795582, "mask_rcnn/false_positive": 0.09731701934304465, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0203783493489027, "total_loss": 0.6195510332472622}
{"data_time": 0.01790094282478094, "eta_seconds": 44145.411892831326, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.2481060606060606, "fast_rcnn/fg_cls_accuracy": 0.7391322128164233, "iteration": 225919, "loss_box_reg": 0.20649421773850918, "loss_cls": 0.15387691371142864, "loss_mask": 0.21839719265699387, "loss_rpn_cls": 0.027647111099213362, "loss_rpn_loc": 0.06486213346943259, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084706139410484, "mask_rcnn/false_negative": 0.08795432479499923, "mask_rcnn/false_positive": 0.08686075318602263, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9928791509009898, "total_loss": 0.6899410810729023}
{"data_time": 0.01552424393594265, "eta_seconds": 44132.17881066725, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2552625244068794, "fast_rcnn/fg_cls_accuracy": 0.7306428189253229, "iteration": 225939, "loss_box_reg": 0.1790018156170845, "loss_cls": 0.12661076476797462, "loss_mask": 0.20926768518984318, "loss_rpn_cls": 0.022078139008954167, "loss_rpn_loc": 0.0533066934440285, "lr": 1e-05, "mask_rcnn/accuracy": 0.9145533427184722, "mask_rcnn/false_negative": 0.08456042599111796, "mask_rcnn/false_positive": 0.09282438310515648, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.988792363088578, "total_loss": 0.6096226538065821}
{"data_time": 0.02293966058641672, "eta_seconds": 44100.28698423877, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23041140346201905, "fast_rcnn/fg_cls_accuracy": 0.756877272415449, "iteration": 225959, "loss_box_reg": 0.2099267989397049, "loss_cls": 0.15548109309747815, "loss_mask": 0.21255333628505468, "loss_rpn_cls": 0.026185853756032884, "loss_rpn_loc": 0.06252830289304256, "lr": 1e-05, "mask_rcnn/accuracy": 0.9166476655597304, "mask_rcnn/false_negative": 0.08026196057515056, "mask_rcnn/false_positive": 0.08558068822174239, "roi_head/num_bg_samples": 428.125, "roi_head/num_fg_samples": 83.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9949754923582077, "total_loss": 0.6711847195401788}
{"data_time": 0.01770569896325469, "eta_seconds": 44067.39377900027, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.20592878806763887, "fast_rcnn/fg_cls_accuracy": 0.7896464331712991, "iteration": 225979, "loss_box_reg": 0.1921969512477517, "loss_cls": 0.1460380693897605, "loss_mask": 0.22402064502239227, "loss_rpn_cls": 0.02065416774712503, "loss_rpn_loc": 0.06484109070152044, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032725472818235, "mask_rcnn/false_negative": 0.0822328258783247, "mask_rcnn/false_positive": 0.10503234724882127, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9726656475104392, "total_loss": 0.6675981289008632}
{"data_time": 0.0252135437913239, "eta_seconds": 44063.828309997916, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.21397169762239215, "fast_rcnn/fg_cls_accuracy": 0.7699796327821011, "iteration": 225999, "loss_box_reg": 0.20991720259189606, "loss_cls": 0.14600614923983812, "loss_mask": 0.22685368172824383, "loss_rpn_cls": 0.026982025592587888, "loss_rpn_loc": 0.07549251429736614, "lr": 1e-05, "mask_rcnn/accuracy": 0.8976308479763295, "mask_rcnn/false_negative": 0.09997362283577244, "mask_rcnn/false_positive": 0.09916986415116541, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0143936071544886, "total_loss": 0.68949580763001}
{"data_time": 0.026974309235811234, "eta_seconds": 44040.20484938286, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.27398302888975257, "fast_rcnn/fg_cls_accuracy": 0.6987186190645501, "iteration": 226019, "loss_box_reg": 0.2150235641747713, "loss_cls": 0.1446868572384119, "loss_mask": 0.2279973141849041, "loss_rpn_cls": 0.028197645908221602, "loss_rpn_loc": 0.06826509931124747, "lr": 1e-05, "mask_rcnn/accuracy": 0.8868164150169128, "mask_rcnn/false_negative": 0.11650332066196041, "mask_rcnn/false_positive": 0.11185660621282684, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.026590298395604, "total_loss": 0.6855185159947723}
{"data_time": 0.021110171917825937, "eta_seconds": 44001.99457595125, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.24293611793611794, "fast_rcnn/fg_cls_accuracy": 0.7536747273589379, "iteration": 226039, "loss_box_reg": 0.19187781773507595, "loss_cls": 0.13729678699746728, "loss_mask": 0.21439401991665363, "loss_rpn_cls": 0.024334492161870003, "loss_rpn_loc": 0.053951621521264315, "lr": 1e-05, "mask_rcnn/accuracy": 0.9111136126465991, "mask_rcnn/false_negative": 0.08430982300924872, "mask_rcnn/false_positive": 0.09591890054895932, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9873099564574659, "total_loss": 0.6478650737553835}
{"data_time": 0.017116968985646963, "eta_seconds": 43950.576126500964, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.26655052264808365, "fast_rcnn/fg_cls_accuracy": 0.7054077358955407, "iteration": 226059, "loss_box_reg": 0.19594253599643707, "loss_cls": 0.1543856174685061, "loss_mask": 0.22036142274737358, "loss_rpn_cls": 0.02501638256944716, "loss_rpn_loc": 0.0675842051859945, "lr": 1e-05, "mask_rcnn/accuracy": 0.8928118854615856, "mask_rcnn/false_negative": 0.09355062894887643, "mask_rcnn/false_positive": 0.11136149055496394, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9903308148495853, "total_loss": 0.6905937923584133}
{"data_time": 0.017714573070406914, "eta_seconds": 43956.76797699183, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.20552884615384615, "fast_rcnn/fg_cls_accuracy": 0.7514433938582545, "iteration": 226079, "loss_box_reg": 0.20554216857999563, "loss_cls": 0.14025932410731912, "loss_mask": 0.212754487991333, "loss_rpn_cls": 0.024259173485916108, "loss_rpn_loc": 0.05564821884036064, "lr": 1e-05, "mask_rcnn/accuracy": 0.9157814506963358, "mask_rcnn/false_negative": 0.08275052751358887, "mask_rcnn/false_positive": 0.08999297146583812, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9850223260000348, "total_loss": 0.6528651142725721}
{"data_time": 0.023065268993377686, "eta_seconds": 43960.504677472636, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2790481487366916, "fast_rcnn/fg_cls_accuracy": 0.6956214338873729, "iteration": 226099, "loss_box_reg": 0.20740390568971634, "loss_cls": 0.14595275791361928, "loss_mask": 0.22347684390842915, "loss_rpn_cls": 0.024159476161003113, "loss_rpn_loc": 0.06663806003052741, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012030590387105, "mask_rcnn/false_negative": 0.09227373337052173, "mask_rcnn/false_positive": 0.10902308778895578, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0489635919220746, "total_loss": 0.6633782999706455}
{"data_time": 0.015157165937125683, "eta_seconds": 43859.926509503275, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25873237533222215, "fast_rcnn/fg_cls_accuracy": 0.7151532033426184, "iteration": 226119, "loss_box_reg": 0.18822806142270565, "loss_cls": 0.15111743984743953, "loss_mask": 0.21749297715723515, "loss_rpn_cls": 0.025536239962093532, "loss_rpn_loc": 0.059621221385896206, "lr": 1e-05, "mask_rcnn/accuracy": 0.8962596714509979, "mask_rcnn/false_negative": 0.0991747019297181, "mask_rcnn/false_positive": 0.10763938957592707, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9544705147854984, "total_loss": 0.6547116890433244}
{"data_time": 0.016073416452854872, "eta_seconds": 43813.34829021245, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22547435578755487, "fast_rcnn/fg_cls_accuracy": 0.7424047924689773, "iteration": 226139, "loss_box_reg": 0.19063756428658962, "loss_cls": 0.1442732261493802, "loss_mask": 0.22030769102275372, "loss_rpn_cls": 0.02532341529149562, "loss_rpn_loc": 0.07579758972860873, "lr": 1e-05, "mask_rcnn/accuracy": 0.914609448091591, "mask_rcnn/false_negative": 0.07643612974453434, "mask_rcnn/false_positive": 0.09349654827353862, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9704795372672379, "total_loss": 0.6722632889868692}
{"data_time": 0.01550446217879653, "eta_seconds": 43819.94480803609, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2416219839142091, "fast_rcnn/fg_cls_accuracy": 0.7287679425837321, "iteration": 226159, "loss_box_reg": 0.19794816058129072, "loss_cls": 0.14697305485606194, "loss_mask": 0.22054202109575272, "loss_rpn_cls": 0.029535529320128262, "loss_rpn_loc": 0.06526767322793603, "lr": 1e-05, "mask_rcnn/accuracy": 0.8931313928083195, "mask_rcnn/false_negative": 0.09250665363493393, "mask_rcnn/false_positive": 0.1127693208434232, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0012571741826832, "total_loss": 0.6589481101837009}
{"data_time": 0.015270881820470095, "eta_seconds": 43828.004888379946, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2680573495220873, "fast_rcnn/fg_cls_accuracy": 0.7088087393792266, "iteration": 226179, "loss_box_reg": 0.18135687429457903, "loss_cls": 0.1475018784403801, "loss_mask": 0.2226766124367714, "loss_rpn_cls": 0.026517285616137087, "loss_rpn_loc": 0.061401785467751324, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055586500655308, "mask_rcnn/false_negative": 0.08337242230223972, "mask_rcnn/false_positive": 0.10161089744705068, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 1.0087319375015795, "total_loss": 0.6195211701560766}
{"data_time": 0.015118529088795185, "eta_seconds": 43834.53946430236, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24424430394846713, "fast_rcnn/fg_cls_accuracy": 0.722411303630363, "iteration": 226199, "loss_box_reg": 0.18801993178203702, "loss_cls": 0.13866089284420013, "loss_mask": 0.2196218054741621, "loss_rpn_cls": 0.024392655526753515, "loss_rpn_loc": 0.06778100074734539, "lr": 1e-05, "mask_rcnn/accuracy": 0.8980162290195185, "mask_rcnn/false_negative": 0.10308122723680427, "mask_rcnn/false_positive": 0.10702956485645548, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0016395393759012, "total_loss": 0.6717784542124718}
{"data_time": 0.01793960900977254, "eta_seconds": 43801.32755626924, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26291345977643393, "fast_rcnn/fg_cls_accuracy": 0.7185038989183645, "iteration": 226219, "loss_box_reg": 0.20431547798216343, "loss_cls": 0.15566427819430828, "loss_mask": 0.22629731707274914, "loss_rpn_cls": 0.03127185476478189, "loss_rpn_loc": 0.07780165458098054, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044889460647887, "mask_rcnn/false_negative": 0.08777833289540757, "mask_rcnn/false_positive": 0.10471401492352753, "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": 0.990837047342211, "total_loss": 0.7068627352127805}
{"data_time": 0.024190048221498728, "eta_seconds": 43788.2333926484, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.20307710104690846, "fast_rcnn/fg_cls_accuracy": 0.7738446411012783, "iteration": 226239, "loss_box_reg": 0.19563141465187073, "loss_cls": 0.1467446405440569, "loss_mask": 0.21480056457221508, "loss_rpn_cls": 0.023024279973469675, "loss_rpn_loc": 0.06923756934702396, "lr": 1e-05, "mask_rcnn/accuracy": 0.9152572149811342, "mask_rcnn/false_negative": 0.07882169064426225, "mask_rcnn/false_positive": 0.09003487781931963, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0030145859345794, "total_loss": 0.6293356248934288}
{"data_time": 0.015033400151878595, "eta_seconds": 43781.78441201337, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23704223704223704, "fast_rcnn/fg_cls_accuracy": 0.7461499861572536, "iteration": 226259, "loss_box_reg": 0.20997785963118076, "loss_cls": 0.148172153159976, "loss_mask": 0.21408168412745, "loss_rpn_cls": 0.027602903777733445, "loss_rpn_loc": 0.08748377906158566, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061228203289581, "mask_rcnn/false_negative": 0.08729600018290853, "mask_rcnn/false_positive": 0.10615712742982977, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0242006410844624, "total_loss": 0.6985008795745671}
{"data_time": 0.01653119781985879, "eta_seconds": 43780.25659451261, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.19638313340603417, "fast_rcnn/fg_cls_accuracy": 0.7826577787334695, "iteration": 226279, "loss_box_reg": 0.19279421400278807, "loss_cls": 0.1450522537343204, "loss_mask": 0.21301404759287834, "loss_rpn_cls": 0.0282651970628649, "loss_rpn_loc": 0.07252374629024416, "lr": 1e-05, "mask_rcnn/accuracy": 0.9138408650545804, "mask_rcnn/false_negative": 0.08329710430657955, "mask_rcnn/false_positive": 0.0952382768462382, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0409225057810545, "total_loss": 0.6442999410792254}
{"data_time": 0.017858007457107306, "eta_seconds": 43736.583802243695, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2589324227174694, "fast_rcnn/fg_cls_accuracy": 0.7319169745707454, "iteration": 226299, "loss_box_reg": 0.17787007428705692, "loss_cls": 0.13030227087438107, "loss_mask": 0.20557237043976784, "loss_rpn_cls": 0.019341275561600924, "loss_rpn_loc": 0.048710063681937754, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966363317493083, "mask_rcnn/false_negative": 0.08517535832881966, "mask_rcnn/false_positive": 0.10508458771580129, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9759334824047983, "total_loss": 0.590605367324315}
{"data_time": 0.015180876012891531, "eta_seconds": 43712.87504889071, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25470481773335896, "fast_rcnn/fg_cls_accuracy": 0.7136265958791557, "iteration": 226319, "loss_box_reg": 0.19131352566182613, "loss_cls": 0.1413814127445221, "loss_mask": 0.21046411246061325, "loss_rpn_cls": 0.021897144615650177, "loss_rpn_loc": 0.05924051580950618, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080150599472534, "mask_rcnn/false_negative": 0.09100919314024142, "mask_rcnn/false_positive": 0.09407235886451146, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0116966646164656, "total_loss": 0.6486175004392862}
{"data_time": 0.014814544469118118, "eta_seconds": 43688.168873926625, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22590790410633754, "fast_rcnn/fg_cls_accuracy": 0.7528511597938145, "iteration": 226339, "loss_box_reg": 0.19747208897024393, "loss_cls": 0.14082243666052818, "loss_mask": 0.21280140057206154, "loss_rpn_cls": 0.026189212076133117, "loss_rpn_loc": 0.06293263589031994, "lr": 1e-05, "mask_rcnn/accuracy": 0.908633327223606, "mask_rcnn/false_negative": 0.08260746773638486, "mask_rcnn/false_positive": 0.09673288045925477, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0000231554731727, "total_loss": 0.6514373611717019}
{"data_time": 0.021319406107068062, "eta_seconds": 43672.84494353458, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2807998852623599, "fast_rcnn/fg_cls_accuracy": 0.706426962934503, "iteration": 226359, "loss_box_reg": 0.2034653089940548, "loss_cls": 0.1473495364189148, "loss_mask": 0.2197991395369172, "loss_rpn_cls": 0.0232365358970128, "loss_rpn_loc": 0.06584885949268937, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990687435878542, "mask_rcnn/false_negative": 0.0934560067504118, "mask_rcnn/false_positive": 0.1145250515612947, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0307475617155433, "total_loss": 0.6709002045099624}
{"data_time": 0.015554820653051138, "eta_seconds": 43652.82989085652, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.261733820222401, "fast_rcnn/fg_cls_accuracy": 0.7257071238472488, "iteration": 226379, "loss_box_reg": 0.1961772544309497, "loss_cls": 0.1398528041318059, "loss_mask": 0.20799531415104866, "loss_rpn_cls": 0.02266395225888118, "loss_rpn_loc": 0.07313463813625276, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069522752858847, "mask_rcnn/false_negative": 0.08145405549925475, "mask_rcnn/false_positive": 0.09996725304208473, "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": 0.9914573314599693, "total_loss": 0.642220166802872}
{"data_time": 0.015244900714606047, "eta_seconds": 43652.27126553655, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.24980747586043478, "fast_rcnn/fg_cls_accuracy": 0.7381821722408841, "iteration": 226399, "loss_box_reg": 0.17389978282153606, "loss_cls": 0.13250775448977947, "loss_mask": 0.2257552333176136, "loss_rpn_cls": 0.02569049852900207, "loss_rpn_loc": 0.06201408850029111, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125524397313465, "mask_rcnn/false_negative": 0.07477382795893912, "mask_rcnn/false_positive": 0.10245464467198295, "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": 1.015319223050028, "total_loss": 0.6293048402294517}
{"data_time": 0.016622410155832767, "eta_seconds": 43608.117258949205, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22419123746323805, "fast_rcnn/fg_cls_accuracy": 0.7515747627888963, "iteration": 226419, "loss_box_reg": 0.19847496971488, "loss_cls": 0.15169478673487902, "loss_mask": 0.22077098116278648, "loss_rpn_cls": 0.025423807092010975, "loss_rpn_loc": 0.06544905132614076, "lr": 1e-05, "mask_rcnn/accuracy": 0.913425856955617, "mask_rcnn/false_negative": 0.07445084447298685, "mask_rcnn/false_positive": 0.09808350398249578, "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": 0.9856770387850702, "total_loss": 0.6789907566271722}
{"data_time": 0.013034838251769543, "eta_seconds": 43592.78473282233, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.25118810274480713, "fast_rcnn/fg_cls_accuracy": 0.7017485395029673, "iteration": 226439, "loss_box_reg": 0.1926414342597127, "loss_cls": 0.14494136814028025, "loss_mask": 0.2032118123024702, "loss_rpn_cls": 0.024679064546944574, "loss_rpn_loc": 0.06354958412703127, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105656356881571, "mask_rcnn/false_negative": 0.08169465618810973, "mask_rcnn/false_positive": 0.09996328860825454, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0059097716584802, "total_loss": 0.6558496451471001}
{"data_time": 0.016146282199770212, "eta_seconds": 43576.88300977461, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23135011929107022, "fast_rcnn/fg_cls_accuracy": 0.7507969034608379, "iteration": 226459, "loss_box_reg": 0.1942954994738102, "loss_cls": 0.1552429525181651, "loss_mask": 0.21877931617200375, "loss_rpn_cls": 0.02324060897808522, "loss_rpn_loc": 0.06466234941035509, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109723412930746, "mask_rcnn/false_negative": 0.07592631005107259, "mask_rcnn/false_positive": 0.09242482439168137, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0117381243035197, "total_loss": 0.6598397007619496}
{"data_time": 0.013993135653436184, "eta_seconds": 43555.98808169365, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22894504575649186, "fast_rcnn/fg_cls_accuracy": 0.7323209131461559, "iteration": 226479, "loss_box_reg": 0.19500917475670576, "loss_cls": 0.13897652924060822, "loss_mask": 0.22460325621068478, "loss_rpn_cls": 0.024124080257024616, "loss_rpn_loc": 0.05973725821240805, "lr": 1e-05, "mask_rcnn/accuracy": 0.9149444344174253, "mask_rcnn/false_negative": 0.06638316226025107, "mask_rcnn/false_positive": 0.10465019676219756, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.9962053066119552, "total_loss": 0.687680848815944}
{"data_time": 0.019820063840597868, "eta_seconds": 43520.46200889163, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.24785746717620796, "fast_rcnn/fg_cls_accuracy": 0.74688601195036, "iteration": 226499, "loss_box_reg": 0.1698351288214326, "loss_cls": 0.13102490897290409, "loss_mask": 0.2121591605246067, "loss_rpn_cls": 0.02798306685872376, "loss_rpn_loc": 0.059071684489026666, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044482964864126, "mask_rcnn/false_negative": 0.08093647066314785, "mask_rcnn/false_positive": 0.09649948886295878, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.993590026628226, "total_loss": 0.5984308537736069}
{"data_time": 0.02442056406289339, "eta_seconds": 43447.68628856167, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2530400815217391, "fast_rcnn/fg_cls_accuracy": 0.7385641163793104, "iteration": 226519, "loss_box_reg": 0.2075415924191475, "loss_cls": 0.14891091268509626, "loss_mask": 0.21796134766191244, "loss_rpn_cls": 0.027313535218127072, "loss_rpn_loc": 0.07984315790235996, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038281544011731, "mask_rcnn/false_negative": 0.08364402323454022, "mask_rcnn/false_positive": 0.09490260022937066, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9832453182898462, "total_loss": 0.6827101751696318}
{"data_time": 0.02483051409944892, "eta_seconds": 43423.197690583766, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.20905172413793105, "fast_rcnn/fg_cls_accuracy": 0.7762767791795369, "iteration": 226539, "loss_box_reg": 0.18808931484818459, "loss_cls": 0.1345211174339056, "loss_mask": 0.21268253214657307, "loss_rpn_cls": 0.023757766815833747, "loss_rpn_loc": 0.06562860292615369, "lr": 1e-05, "mask_rcnn/accuracy": 0.9209896054375638, "mask_rcnn/false_negative": 0.06899922263849112, "mask_rcnn/false_positive": 0.09030120262554878, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9932143376208842, "total_loss": 0.6385610322467983}
{"data_time": 0.014171709772199392, "eta_seconds": 43393.79502341151, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.270267509493823, "fast_rcnn/fg_cls_accuracy": 0.7002735064823189, "iteration": 226559, "loss_box_reg": 0.17710197484120727, "loss_cls": 0.1382839186117053, "loss_mask": 0.20816044602543116, "loss_rpn_cls": 0.022743823326891288, "loss_rpn_loc": 0.059976410237140954, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086940196165381, "mask_rcnn/false_negative": 0.08239108286386307, "mask_rcnn/false_positive": 0.10326267254668997, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9852205668576062, "total_loss": 0.606765815988183}
{"data_time": 0.023121371399611235, "eta_seconds": 43369.035530993715, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28707240471946355, "fast_rcnn/fg_cls_accuracy": 0.7059247941600882, "iteration": 226579, "loss_box_reg": 0.20023007597774267, "loss_cls": 0.13806436490267515, "loss_mask": 0.22753247804939747, "loss_rpn_cls": 0.023354913748335093, "loss_rpn_loc": 0.06181178870610893, "lr": 1e-05, "mask_rcnn/accuracy": 0.8841657632926321, "mask_rcnn/false_negative": 0.09019797790779044, "mask_rcnn/false_positive": 0.11337771207501046, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9859882751479745, "total_loss": 0.6805178858339787}
{"data_time": 0.014394352212548256, "eta_seconds": 43349.05900610611, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2320004556846662, "fast_rcnn/fg_cls_accuracy": 0.7384439973172368, "iteration": 226599, "loss_box_reg": 0.19995516538619995, "loss_cls": 0.14488003589212894, "loss_mask": 0.2148633860051632, "loss_rpn_cls": 0.02283206139691174, "loss_rpn_loc": 0.06260780012235045, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084431026147329, "mask_rcnn/false_negative": 0.08051922526177617, "mask_rcnn/false_positive": 0.09868315287325986, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0487472899258137, "total_loss": 0.6526188011048362}
{"data_time": 0.020845438819378614, "eta_seconds": 43329.0824812185, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.22627833871491296, "fast_rcnn/fg_cls_accuracy": 0.7362647526730548, "iteration": 226619, "loss_box_reg": 0.1987217478454113, "loss_cls": 0.15413180366158485, "loss_mask": 0.22313817217946053, "loss_rpn_cls": 0.024993342522066087, "loss_rpn_loc": 0.06012122961692512, "lr": 1e-05, "mask_rcnn/accuracy": 0.8928767395386491, "mask_rcnn/false_negative": 0.08280570782331712, "mask_rcnn/false_positive": 0.11555356322167902, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9970532385632396, "total_loss": 0.6786439226125367}
{"data_time": 0.015663618687540293, "eta_seconds": 43318.50821234286, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.22764184972422086, "fast_rcnn/fg_cls_accuracy": 0.7338101920428264, "iteration": 226639, "loss_box_reg": 0.17722861748188734, "loss_cls": 0.13467383943498135, "loss_mask": 0.2029314050450921, "loss_rpn_cls": 0.022763241780921817, "loss_rpn_loc": 0.061431172653101385, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092710304916488, "mask_rcnn/false_negative": 0.08772648604777766, "mask_rcnn/false_positive": 0.09449958931256418, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0164414015598595, "total_loss": 0.6022522273124196}
{"data_time": 0.01413668692111969, "eta_seconds": 43332.764516063035, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2602144194516402, "fast_rcnn/fg_cls_accuracy": 0.7130472697427479, "iteration": 226659, "loss_box_reg": 0.2091981451958418, "loss_cls": 0.14294428657740355, "loss_mask": 0.22018901444971561, "loss_rpn_cls": 0.027256278903223574, "loss_rpn_loc": 0.07913579628802836, "lr": 1e-05, "mask_rcnn/accuracy": 0.9051425245118014, "mask_rcnn/false_negative": 0.07871427283665539, "mask_rcnn/false_positive": 0.11124233570263901, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0027401335537434, "total_loss": 0.6885689304908738}
{"data_time": 0.014964475762099028, "eta_seconds": 43347.18913005665, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24684431977559607, "fast_rcnn/fg_cls_accuracy": 0.7447369930591408, "iteration": 226679, "loss_box_reg": 0.19607751164585352, "loss_cls": 0.13771673431620002, "loss_mask": 0.2285707537084818, "loss_rpn_cls": 0.02364230278180912, "loss_rpn_loc": 0.07123006298206747, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027253238125087, "mask_rcnn/false_negative": 0.08763255872919698, "mask_rcnn/false_positive": 0.09732544910015659, "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": 1.037646310403943, "total_loss": 0.6577420057437848}
{"data_time": 0.017580297775566578, "eta_seconds": 43301.00263198838, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.22401238522314756, "fast_rcnn/fg_cls_accuracy": 0.7548178150666216, "iteration": 226699, "loss_box_reg": 0.1974178273230791, "loss_cls": 0.1555801397189498, "loss_mask": 0.21781576238572598, "loss_rpn_cls": 0.029030521516688168, "loss_rpn_loc": 0.06739684171043336, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116222674612341, "mask_rcnn/false_negative": 0.07643715735864592, "mask_rcnn/false_positive": 0.09771163775793128, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.994886253029108, "total_loss": 0.6649527818663046}
{"data_time": 0.02165063563734293, "eta_seconds": 43231.92219454795, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.26744329896907215, "fast_rcnn/fg_cls_accuracy": 0.7079762689518787, "iteration": 226719, "loss_box_reg": 0.17931189201772213, "loss_cls": 0.13500635232776403, "loss_mask": 0.21829947642982006, "loss_rpn_cls": 0.023084923392161727, "loss_rpn_loc": 0.06276784813962877, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059661943349924, "mask_rcnn/false_negative": 0.08370453558201874, "mask_rcnn/false_positive": 0.08813492330628567, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9747616820968688, "total_loss": 0.6252025035209954}
{"data_time": 0.01853590738028288, "eta_seconds": 43203.09249211103, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2735153256704981, "fast_rcnn/fg_cls_accuracy": 0.7004379253287549, "iteration": 226739, "loss_box_reg": 0.20710819400846958, "loss_cls": 0.14754708018153906, "loss_mask": 0.2211102806031704, "loss_rpn_cls": 0.027034449274651706, "loss_rpn_loc": 0.06247846060432494, "lr": 1e-05, "mask_rcnn/accuracy": 0.8980130923373528, "mask_rcnn/false_negative": 0.09701113504499377, "mask_rcnn/false_positive": 0.11340980085028868, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9886297173798084, "total_loss": 0.6829464200418442}
{"data_time": 0.01629793131724, "eta_seconds": 43170.66907020286, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.22999336548978822, "fast_rcnn/fg_cls_accuracy": 0.7436098069900887, "iteration": 226759, "loss_box_reg": 0.2031739167869091, "loss_cls": 0.15138182509690523, "loss_mask": 0.2356506697833538, "loss_rpn_cls": 0.026895952876657248, "loss_rpn_loc": 0.06836229702457786, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086811218528772, "mask_rcnn/false_negative": 0.08315699690034817, "mask_rcnn/false_positive": 0.0948241357462915, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9828154491260648, "total_loss": 0.6916861133649945}
{"data_time": 0.015537748113274574, "eta_seconds": 43127.0049059391, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.251342175066313, "fast_rcnn/fg_cls_accuracy": 0.7435277777777778, "iteration": 226779, "loss_box_reg": 0.19539212062954903, "loss_cls": 0.13821784500032663, "loss_mask": 0.21672468446195126, "loss_rpn_cls": 0.023933550401125103, "loss_rpn_loc": 0.06762756023090333, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116936649659864, "mask_rcnn/false_negative": 0.08552118592283078, "mask_rcnn/false_positive": 0.0928253278803883, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9924137652851641, "total_loss": 0.6420276688877493}
{"data_time": 0.014892657287418842, "eta_seconds": 43100.77587515116, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22179291424599037, "fast_rcnn/fg_cls_accuracy": 0.7536960132890366, "iteration": 226799, "loss_box_reg": 0.2047484815120697, "loss_cls": 0.14702876098453999, "loss_mask": 0.21037603914737701, "loss_rpn_cls": 0.027439712022896856, "loss_rpn_loc": 0.06749259075149894, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045739300310371, "mask_rcnn/false_negative": 0.09916771132387205, "mask_rcnn/false_positive": 0.0996592608060966, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9907098757103086, "total_loss": 0.6686579285888001}
{"data_time": 0.01995915872976184, "eta_seconds": 43090.16617614776, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2414316490403447, "fast_rcnn/fg_cls_accuracy": 0.7334368530020704, "iteration": 226819, "loss_box_reg": 0.20846533961594105, "loss_cls": 0.15532641345635056, "loss_mask": 0.22935445047914982, "loss_rpn_cls": 0.02747958106920123, "loss_rpn_loc": 0.07831215881742537, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007321293875268, "mask_rcnn/false_negative": 0.09200769794057656, "mask_rcnn/false_positive": 0.09584853712149463, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.024610674008727, "total_loss": 0.706944971869234}
{"data_time": 0.022004046477377415, "eta_seconds": 43060.86774934083, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.2309615495143399, "fast_rcnn/fg_cls_accuracy": 0.738952096846925, "iteration": 226839, "loss_box_reg": 0.19104253593832254, "loss_cls": 0.14886411977931857, "loss_mask": 0.21531671192497015, "loss_rpn_cls": 0.023168702726252377, "loss_rpn_loc": 0.06731365388259292, "lr": 1e-05, "mask_rcnn/accuracy": 0.9210472033180048, "mask_rcnn/false_negative": 0.07139031333401397, "mask_rcnn/false_positive": 0.09289034059444638, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0452689775265753, "total_loss": 0.6537125486938749}
{"data_time": 0.014570800121873617, "eta_seconds": 42959.48660267517, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.22641673931996514, "fast_rcnn/fg_cls_accuracy": 0.7338970588235294, "iteration": 226859, "loss_box_reg": 0.18254379276186228, "loss_cls": 0.14084214996546507, "loss_mask": 0.20895151235163212, "loss_rpn_cls": 0.02372485602973029, "loss_rpn_loc": 0.06298610707744956, "lr": 1e-05, "mask_rcnn/accuracy": 0.9164870396098943, "mask_rcnn/false_negative": 0.07150613175989456, "mask_rcnn/false_positive": 0.08601585298544046, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.958661122713238, "total_loss": 0.6367169251607265}
{"data_time": 0.025440367870032787, "eta_seconds": 42939.57028992474, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2669009830303696, "fast_rcnn/fg_cls_accuracy": 0.7092783788236586, "iteration": 226879, "loss_box_reg": 0.19458057917654514, "loss_cls": 0.14566059689968824, "loss_mask": 0.22710060700774193, "loss_rpn_cls": 0.022543432423844934, "loss_rpn_loc": 0.04627194791100919, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955423351654349, "mask_rcnn/false_negative": 0.08891751694871713, "mask_rcnn/false_positive": 0.11199859558366697, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9675626312382519, "total_loss": 0.6166976487147622}
{"data_time": 0.015065914951264858, "eta_seconds": 42897.52948991954, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22912605588044183, "fast_rcnn/fg_cls_accuracy": 0.7644303660385532, "iteration": 226899, "loss_box_reg": 0.20110184233635664, "loss_cls": 0.15634216833859682, "loss_mask": 0.21571595780551434, "loss_rpn_cls": 0.028823765111155808, "loss_rpn_loc": 0.05386108718812466, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077364976103959, "mask_rcnn/false_negative": 0.07812562091372402, "mask_rcnn/false_positive": 0.10360049805433252, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9921296522952616, "total_loss": 0.6613615049282089}
{"data_time": 0.017247216310352087, "eta_seconds": 42899.73766442388, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2550774526678141, "fast_rcnn/fg_cls_accuracy": 0.7347517730496453, "iteration": 226919, "loss_box_reg": 0.21145636681467295, "loss_cls": 0.16147193685173988, "loss_mask": 0.21262656711041927, "loss_rpn_cls": 0.023627830552868545, "loss_rpn_loc": 0.060102985706180334, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083497727081614, "mask_rcnn/false_negative": 0.0835090908464337, "mask_rcnn/false_positive": 0.1026497833715185, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0169928837567568, "total_loss": 0.6924497241852805}
{"data_time": 0.02079942775890231, "eta_seconds": 42896.27833726816, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.247174670504469, "fast_rcnn/fg_cls_accuracy": 0.7351571881336247, "iteration": 226939, "loss_box_reg": 0.20945955533534288, "loss_cls": 0.1566278040409088, "loss_mask": 0.23057221435010433, "loss_rpn_cls": 0.025445172912441194, "loss_rpn_loc": 0.07807423663325608, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045727040816327, "mask_rcnn/false_negative": 0.08134926308395621, "mask_rcnn/false_positive": 0.1005206447183172, "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": 1.0142498132772744, "total_loss": 0.7015858408994973}
{"data_time": 0.01546653127297759, "eta_seconds": 42894.97724413872, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.24895806534602521, "fast_rcnn/fg_cls_accuracy": 0.70366219878415, "iteration": 226959, "loss_box_reg": 0.18640366150066257, "loss_cls": 0.15055353194475174, "loss_mask": 0.2132202610373497, "loss_rpn_cls": 0.026109055965207517, "loss_rpn_loc": 0.06597662100102752, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047757947015692, "mask_rcnn/false_negative": 0.09516069830886031, "mask_rcnn/false_positive": 0.0982673835841945, "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": 1.0137659581378102, "total_loss": 0.6465847429353744}
{"data_time": 0.02355137001723051, "eta_seconds": 42921.189309004694, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.1877845587523007, "fast_rcnn/fg_cls_accuracy": 0.8122154412476994, "iteration": 226979, "loss_box_reg": 0.1957327350974083, "loss_cls": 0.14255373552441597, "loss_mask": 0.207815108820796, "loss_rpn_cls": 0.021873547579161823, "loss_rpn_loc": 0.05566433211788535, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089292195095111, "mask_rcnn/false_negative": 0.0678117842089693, "mask_rcnn/false_positive": 0.10665918443845152, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0112202307209373, "total_loss": 0.6423875613836572}
{"data_time": 0.017458629328757524, "eta_seconds": 42883.26265104115, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.25061778733288853, "fast_rcnn/fg_cls_accuracy": 0.738743914794771, "iteration": 226999, "loss_box_reg": 0.19920711312443018, "loss_cls": 0.1413264349102974, "loss_mask": 0.22161084972321987, "loss_rpn_cls": 0.02707930695032701, "loss_rpn_loc": 0.06999954720959067, "lr": 1e-05, "mask_rcnn/accuracy": 0.90701243631093, "mask_rcnn/false_negative": 0.08306765079641577, "mask_rcnn/false_positive": 0.09497202677748037, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0231534694321454, "total_loss": 0.674481503199786}
{"data_time": 0.02106198202818632, "eta_seconds": 42816.582511281595, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2529081801622785, "fast_rcnn/fg_cls_accuracy": 0.7221764268796731, "iteration": 227019, "loss_box_reg": 0.18455822113901377, "loss_cls": 0.13515762146562338, "loss_mask": 0.21221336536109447, "loss_rpn_cls": 0.02169508091174066, "loss_rpn_loc": 0.05494855437427759, "lr": 1e-05, "mask_rcnn/accuracy": 0.8905886528806892, "mask_rcnn/false_negative": 0.09612932923821448, "mask_rcnn/false_positive": 0.11184305671196768, "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": 0.9690202828496695, "total_loss": 0.6479444140277337}
{"data_time": 0.022682249080389738, "eta_seconds": 42761.15111924708, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23518150879183208, "fast_rcnn/fg_cls_accuracy": 0.7317109144542773, "iteration": 227039, "loss_box_reg": 0.19927129708230495, "loss_cls": 0.15617932751774788, "loss_mask": 0.2227882593870163, "loss_rpn_cls": 0.027649887837469578, "loss_rpn_loc": 0.06831749225966632, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089426625529751, "mask_rcnn/false_negative": 0.08470781196437696, "mask_rcnn/false_positive": 0.09302836752389673, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9765582266263664, "total_loss": 0.6847222079522908}
{"data_time": 0.019847889430820942, "eta_seconds": 42764.19564289972, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23876623376623377, "fast_rcnn/fg_cls_accuracy": 0.7348382352941176, "iteration": 227059, "loss_box_reg": 0.1926130037754774, "loss_cls": 0.14208459109067917, "loss_mask": 0.21172763966023922, "loss_rpn_cls": 0.02014731813687831, "loss_rpn_loc": 0.05152481188997626, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068515900809908, "mask_rcnn/false_negative": 0.08614978002558217, "mask_rcnn/false_positive": 0.09240789528493938, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9984878972172737, "total_loss": 0.6235974279697984}
{"data_time": 0.01589023508131504, "eta_seconds": 42744.2775266245, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.18606695389491407, "fast_rcnn/fg_cls_accuracy": 0.7998857437711927, "iteration": 227079, "loss_box_reg": 0.18570496700704098, "loss_cls": 0.14068362396210432, "loss_mask": 0.21240399219095707, "loss_rpn_cls": 0.026514423196204007, "loss_rpn_loc": 0.07817696570418775, "lr": 1e-05, "mask_rcnn/accuracy": 0.9133827723138026, "mask_rcnn/false_negative": 0.08588484469250722, "mask_rcnn/false_positive": 0.09309897136012782, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.973348873667419, "total_loss": 0.6619023885577917}
{"data_time": 0.014509554952383041, "eta_seconds": 42724.35941034928, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2123614293676844, "fast_rcnn/fg_cls_accuracy": 0.7615936719852383, "iteration": 227099, "loss_box_reg": 0.19254149589687586, "loss_cls": 0.14890528190881014, "loss_mask": 0.21871335059404373, "loss_rpn_cls": 0.019830844597890973, "loss_rpn_loc": 0.07789549086010084, "lr": 1e-05, "mask_rcnn/accuracy": 0.906966898999894, "mask_rcnn/false_negative": 0.08313059386900715, "mask_rcnn/false_positive": 0.10086926198781129, "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": 0.9996709409169853, "total_loss": 0.6574502450239379}
{"data_time": 0.01447747042402625, "eta_seconds": 42781.510868668556, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.23090730341262866, "fast_rcnn/fg_cls_accuracy": 0.7332982332982333, "iteration": 227119, "loss_box_reg": 0.19315820094197989, "loss_cls": 0.1562784295529127, "loss_mask": 0.21949738264083862, "loss_rpn_cls": 0.024708786862902343, "loss_rpn_loc": 0.0632108295103535, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124907534200939, "mask_rcnn/false_negative": 0.0827349001374056, "mask_rcnn/false_positive": 0.09204598783968937, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.979820360429585, "total_loss": 0.6781632179045118}
{"data_time": 0.025396648794412613, "eta_seconds": 42798.67957640439, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27325388669738454, "fast_rcnn/fg_cls_accuracy": 0.6922283498849335, "iteration": 227139, "loss_box_reg": 0.19924213737249374, "loss_cls": 0.16333683393895626, "loss_mask": 0.2192035261541605, "loss_rpn_cls": 0.024599408206995577, "loss_rpn_loc": 0.07291641039773822, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008871374829192, "mask_rcnn/false_negative": 0.07617033129857563, "mask_rcnn/false_positive": 0.11172741963660746, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0395067557692528, "total_loss": 0.6587232307065278}
{"data_time": 0.014708783477544785, "eta_seconds": 42775.221516788006, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.19345450225706817, "fast_rcnn/fg_cls_accuracy": 0.7761403040810884, "iteration": 227159, "loss_box_reg": 0.19647240731865168, "loss_cls": 0.1510030683130026, "loss_mask": 0.21127836033701897, "loss_rpn_cls": 0.02800067514181137, "loss_rpn_loc": 0.07536654034629464, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001858972574897, "mask_rcnn/false_negative": 0.0921230489498467, "mask_rcnn/false_positive": 0.0981008400622415, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9918284500017762, "total_loss": 0.6890493829268962}
{"data_time": 0.013426163699477911, "eta_seconds": 42746.84447883628, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2657103825136612, "fast_rcnn/fg_cls_accuracy": 0.725243246703367, "iteration": 227179, "loss_box_reg": 0.19493758212774992, "loss_cls": 0.14046600367873907, "loss_mask": 0.2100269328802824, "loss_rpn_cls": 0.023973282426595688, "loss_rpn_loc": 0.0637514743139036, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092790241096438, "mask_rcnn/false_negative": 0.07977259174482441, "mask_rcnn/false_positive": 0.10784373049348978, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0018580895848572, "total_loss": 0.6145105195464566}
{"data_time": 0.025666503701359034, "eta_seconds": 42726.8786476925, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.2466440677966102, "fast_rcnn/fg_cls_accuracy": 0.7279506752789195, "iteration": 227199, "loss_box_reg": 0.1791106853634119, "loss_cls": 0.1390076382085681, "loss_mask": 0.22363297268748283, "loss_rpn_cls": 0.025259199552237988, "loss_rpn_loc": 0.07120343670248985, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044940082751043, "mask_rcnn/false_negative": 0.08537932338166676, "mask_rcnn/false_positive": 0.11024622866403481, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0063687968067825, "total_loss": 0.6282339010795113}
{"data_time": 0.013972409535199404, "eta_seconds": 42718.79403356463, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24689258419417148, "fast_rcnn/fg_cls_accuracy": 0.7387041236247586, "iteration": 227219, "loss_box_reg": 0.20180663466453552, "loss_cls": 0.1471725758165121, "loss_mask": 0.21676407102495432, "loss_rpn_cls": 0.024666682264069095, "loss_rpn_loc": 0.06715828040614724, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045508090672725, "mask_rcnn/false_negative": 0.07949374210842591, "mask_rcnn/false_positive": 0.10788380131071787, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0084417047910392, "total_loss": 0.674426551500801}
{"data_time": 0.015242666006088257, "eta_seconds": 42673.39392349124, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24008852057632546, "fast_rcnn/fg_cls_accuracy": 0.7425754664756261, "iteration": 227239, "loss_box_reg": 0.18433408811688423, "loss_cls": 0.1361441519111395, "loss_mask": 0.23115263879299164, "loss_rpn_cls": 0.024150862358510494, "loss_rpn_loc": 0.05900126864435151, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033647572410639, "mask_rcnn/false_negative": 0.08115065403877993, "mask_rcnn/false_positive": 0.09637370292387162, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9806728176772594, "total_loss": 0.6376051433617249}
{"data_time": 0.017430820036679506, "eta_seconds": 42606.08664919622, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22580749983752518, "fast_rcnn/fg_cls_accuracy": 0.7505952380952381, "iteration": 227259, "loss_box_reg": 0.1835434203967452, "loss_cls": 0.13802719209343195, "loss_mask": 0.21093064919114113, "loss_rpn_cls": 0.030275677563622594, "loss_rpn_loc": 0.05868211016058922, "lr": 1e-05, "mask_rcnn/accuracy": 0.9165381406441941, "mask_rcnn/false_negative": 0.0777568082470797, "mask_rcnn/false_positive": 0.09275276205298305, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9712762208655477, "total_loss": 0.6139690158888698}
{"data_time": 0.017146233469247818, "eta_seconds": 42565.11569514871, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.25362589227774174, "fast_rcnn/fg_cls_accuracy": 0.7412517703453536, "iteration": 227279, "loss_box_reg": 0.18974685668945312, "loss_cls": 0.14450243767350912, "loss_mask": 0.22364895790815353, "loss_rpn_cls": 0.026438825530931354, "loss_rpn_loc": 0.060896976152434945, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113153833931324, "mask_rcnn/false_negative": 0.08140930901853446, "mask_rcnn/false_positive": 0.09195818163016317, "roi_head/num_bg_samples": 454.875, "roi_head/num_fg_samples": 57.125, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.985668312292546, "total_loss": 0.6538838054984808}
{"data_time": 0.021504325792193413, "eta_seconds": 42556.12286999822, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.227953955988128, "fast_rcnn/fg_cls_accuracy": 0.7549397551494428, "iteration": 227299, "loss_box_reg": 0.18177664279937744, "loss_cls": 0.14075021259486675, "loss_mask": 0.2089541982859373, "loss_rpn_cls": 0.02250373235438019, "loss_rpn_loc": 0.06654751859605312, "lr": 1e-05, "mask_rcnn/accuracy": 0.9170674815173651, "mask_rcnn/false_negative": 0.07493012604795274, "mask_rcnn/false_positive": 0.10193827791514924, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9812903390266001, "total_loss": 0.6006887559778988}
{"data_time": 0.0233110380358994, "eta_seconds": 42536.19025975466, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27059130482546484, "fast_rcnn/fg_cls_accuracy": 0.701674482924483, "iteration": 227319, "loss_box_reg": 0.1902879262343049, "loss_cls": 0.1487815035507083, "loss_mask": 0.22044883109629154, "loss_rpn_cls": 0.026884965132921934, "loss_rpn_loc": 0.06532654957845807, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012699620944588, "mask_rcnn/false_negative": 0.09135118446122062, "mask_rcnn/false_positive": 0.10348665886037761, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0430944208055735, "total_loss": 0.6574690192937851}
{"data_time": 0.016085828188806772, "eta_seconds": 42508.45932226628, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.22692214111922143, "fast_rcnn/fg_cls_accuracy": 0.7532121212121212, "iteration": 227339, "loss_box_reg": 0.20369297824800014, "loss_cls": 0.14219813607633114, "loss_mask": 0.21006115898489952, "loss_rpn_cls": 0.020867021987214684, "loss_rpn_loc": 0.06071984674781561, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085536004174397, "mask_rcnn/false_negative": 0.07908600990254575, "mask_rcnn/false_positive": 0.09423040906277307, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9966995525173843, "total_loss": 0.6273509435122833}
{"data_time": 0.015351838897913694, "eta_seconds": 42485.40574066341, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2726181601312062, "fast_rcnn/fg_cls_accuracy": 0.7080124327104902, "iteration": 227359, "loss_box_reg": 0.2023886889219284, "loss_cls": 0.1482527321204543, "loss_mask": 0.21838374994695187, "loss_rpn_cls": 0.022491683484986424, "loss_rpn_loc": 0.07531888363882899, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979357168151947, "mask_rcnn/false_negative": 0.0918127133005951, "mask_rcnn/false_positive": 0.11663504056370005, "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": 1.0203548930585384, "total_loss": 0.6785595921101049}
{"data_time": 0.017236635088920593, "eta_seconds": 42465.478252042085, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2858023868257884, "fast_rcnn/fg_cls_accuracy": 0.6959137163451345, "iteration": 227379, "loss_box_reg": 0.20971382409334183, "loss_cls": 0.14952682424336672, "loss_mask": 0.22313819639384747, "loss_rpn_cls": 0.02440910239238292, "loss_rpn_loc": 0.07661896280478686, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023200396542234, "mask_rcnn/false_negative": 0.08398939031679947, "mask_rcnn/false_positive": 0.1003450672650133, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.9936840538866818, "total_loss": 0.6994672371656634}
{"data_time": 0.018630261067301035, "eta_seconds": 42438.027337845415, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.21976664378860672, "fast_rcnn/fg_cls_accuracy": 0.7638687757602762, "iteration": 227399, "loss_box_reg": 0.19453853368759155, "loss_cls": 0.14459341438487172, "loss_mask": 0.20984548330307007, "loss_rpn_cls": 0.024965745687950402, "loss_rpn_loc": 0.061808399739675224, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100332903131667, "mask_rcnn/false_negative": 0.08923027731858726, "mask_rcnn/false_positive": 0.09951383496994268, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0019618552178144, "total_loss": 0.6356468937010504}
{"data_time": 0.015927034430205822, "eta_seconds": 42460.572332497686, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27493668420027273, "fast_rcnn/fg_cls_accuracy": 0.7222141048120008, "iteration": 227419, "loss_box_reg": 0.1988114919513464, "loss_cls": 0.1398910004645586, "loss_mask": 0.2162217553704977, "loss_rpn_cls": 0.027936322148889303, "loss_rpn_loc": 0.06551697058603168, "lr": 1e-05, "mask_rcnn/accuracy": 0.8986764262703302, "mask_rcnn/false_negative": 0.08569369023102383, "mask_rcnn/false_positive": 0.10963208684776532, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0055020288564265, "total_loss": 0.6572671214817092}
{"data_time": 0.02145206881687045, "eta_seconds": 42408.814551234245, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24755658845627326, "fast_rcnn/fg_cls_accuracy": 0.7414321416064436, "iteration": 227439, "loss_box_reg": 0.177856907248497, "loss_cls": 0.1411847360432148, "loss_mask": 0.21664968505501747, "loss_rpn_cls": 0.021377068042056635, "loss_rpn_loc": 0.06794866977725178, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996912461849218, "mask_rcnn/false_negative": 0.08294038172975393, "mask_rcnn/false_positive": 0.11298302750626327, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9908497096039355, "total_loss": 0.6313916115905158}
{"data_time": 0.02135941106826067, "eta_seconds": 42359.77686286904, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2655477720624301, "fast_rcnn/fg_cls_accuracy": 0.7310830310830311, "iteration": 227459, "loss_box_reg": 0.19694818370044231, "loss_cls": 0.13375205360352993, "loss_mask": 0.21301317773759365, "loss_rpn_cls": 0.022455011028796434, "loss_rpn_loc": 0.05645876284688711, "lr": 1e-05, "mask_rcnn/accuracy": 0.9144467277049942, "mask_rcnn/false_negative": 0.09056366195142593, "mask_rcnn/false_positive": 0.09188504092680694, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9868664084933698, "total_loss": 0.6281492310808972}
{"data_time": 0.01614137226715684, "eta_seconds": 42368.95664282143, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.30105554134613494, "fast_rcnn/fg_cls_accuracy": 0.6867647429276771, "iteration": 227479, "loss_box_reg": 0.18722144840285182, "loss_cls": 0.1397056826390326, "loss_mask": 0.20540335401892662, "loss_rpn_cls": 0.021789335645735264, "loss_rpn_loc": 0.05530970392283052, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074419286635798, "mask_rcnn/false_negative": 0.08891109755791908, "mask_rcnn/false_positive": 0.10033687596675753, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0564509681425989, "total_loss": 0.6221605144091882}
{"data_time": 0.015312228351831436, "eta_seconds": 42345.91332031414, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7243512137579934, "iteration": 227499, "loss_box_reg": 0.2026669653132558, "loss_cls": 0.14791768789291382, "loss_mask": 0.2249123565852642, "loss_rpn_cls": 0.025284225004725158, "loss_rpn_loc": 0.06612940644845366, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005078349913633, "mask_rcnn/false_negative": 0.08131225587779715, "mask_rcnn/false_positive": 0.1094372187560667, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.992720128968358, "total_loss": 0.6595497437519953}
{"data_time": 0.01634128438308835, "eta_seconds": 42325.985831692815, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.20722550257687977, "fast_rcnn/fg_cls_accuracy": 0.7417944710364365, "iteration": 227519, "loss_box_reg": 0.19452647119760513, "loss_cls": 0.15126140229403973, "loss_mask": 0.20554217789322138, "loss_rpn_cls": 0.022635041503235698, "loss_rpn_loc": 0.07074634986929595, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074689884360752, "mask_rcnn/false_negative": 0.08287615040071072, "mask_rcnn/false_positive": 0.10358931171008376, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9864351362921298, "total_loss": 0.6626675056759268}
{"data_time": 0.015527694020420313, "eta_seconds": 42340.908906478435, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23985762665007948, "fast_rcnn/fg_cls_accuracy": 0.7432571359458152, "iteration": 227539, "loss_box_reg": 0.19253157638013363, "loss_cls": 0.14158444199711084, "loss_mask": 0.21361088007688522, "loss_rpn_cls": 0.022896281676366925, "loss_rpn_loc": 0.05966711905784905, "lr": 1e-05, "mask_rcnn/accuracy": 0.908902115156374, "mask_rcnn/false_negative": 0.08466895097824623, "mask_rcnn/false_positive": 0.10204466715643783, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0025076242163777, "total_loss": 0.6474521646741778}
{"data_time": 0.019037941936403513, "eta_seconds": 42341.83971233666, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23987232574189096, "fast_rcnn/fg_cls_accuracy": 0.7225723622782446, "iteration": 227559, "loss_box_reg": 0.18932046927511692, "loss_cls": 0.14407140109688044, "loss_mask": 0.21971903555095196, "loss_rpn_cls": 0.02494931616820395, "loss_rpn_loc": 0.07005221786675975, "lr": 1e-05, "mask_rcnn/accuracy": 0.909254945233489, "mask_rcnn/false_negative": 0.08644859046119073, "mask_rcnn/false_positive": 0.11379325649470767, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0165578527376056, "total_loss": 0.6558928463491611}
{"data_time": 0.013601397629827261, "eta_seconds": 42301.02109780535, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.1870561980117671, "fast_rcnn/fg_cls_accuracy": 0.7870418083754165, "iteration": 227579, "loss_box_reg": 0.18238326744176447, "loss_cls": 0.14368762262165546, "loss_mask": 0.2185885850340128, "loss_rpn_cls": 0.020612064050510526, "loss_rpn_loc": 0.06211396725848317, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080203672583628, "mask_rcnn/false_negative": 0.08164855920775074, "mask_rcnn/false_positive": 0.087999461608647, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9483385384082794, "total_loss": 0.6308570352848619}
{"data_time": 0.016024709679186344, "eta_seconds": 42217.561430856586, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23873873873873874, "fast_rcnn/fg_cls_accuracy": 0.7260976635976636, "iteration": 227599, "loss_box_reg": 0.19878463353961706, "loss_cls": 0.14582173200324178, "loss_mask": 0.21417025662958622, "loss_rpn_cls": 0.024616851122118533, "loss_rpn_loc": 0.08266484714113176, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095244635375714, "mask_rcnn/false_negative": 0.07545648278702893, "mask_rcnn/false_positive": 0.09871914840943966, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9786911788396537, "total_loss": 0.6583938758121803}
{"data_time": 0.013812150340527296, "eta_seconds": 42200.45471199788, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24754312354312352, "fast_rcnn/fg_cls_accuracy": 0.7334702870072645, "iteration": 227619, "loss_box_reg": 0.1989762121811509, "loss_cls": 0.15309166815131903, "loss_mask": 0.21321606263518333, "loss_rpn_cls": 0.029419545258861035, "loss_rpn_loc": 0.07297603553161025, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049082782463636, "mask_rcnn/false_negative": 0.08502742708350233, "mask_rcnn/false_positive": 0.10219068988049815, "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": 1.007019234355539, "total_loss": 0.655225930706365}
{"data_time": 0.016211266163736582, "eta_seconds": 42175.75401870534, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2554676766551558, "fast_rcnn/fg_cls_accuracy": 0.7173626442944553, "iteration": 227639, "loss_box_reg": 0.18843891844153404, "loss_cls": 0.14158156421035528, "loss_mask": 0.21789608150720596, "loss_rpn_cls": 0.02397054118773667, "loss_rpn_loc": 0.05704420106485486, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040098436148858, "mask_rcnn/false_negative": 0.08484264281543577, "mask_rcnn/false_positive": 0.10365105978481645, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0023777573369443, "total_loss": 0.6381121210870333}
{"data_time": 0.014458165969699621, "eta_seconds": 42186.493411343545, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2029162152401589, "fast_rcnn/fg_cls_accuracy": 0.7787238583013231, "iteration": 227659, "loss_box_reg": 0.18904597964137793, "loss_cls": 0.15333244483917952, "loss_mask": 0.22145142406225204, "loss_rpn_cls": 0.024072655709460378, "loss_rpn_loc": 0.0664493318181485, "lr": 1e-05, "mask_rcnn/accuracy": 0.910018527621034, "mask_rcnn/false_negative": 0.08596279286900793, "mask_rcnn/false_positive": 0.09515277075039462, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0348703670315444, "total_loss": 0.652423724764958}
{"data_time": 0.021962153259664774, "eta_seconds": 42179.666422344744, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.20942982456140352, "fast_rcnn/fg_cls_accuracy": 0.769443104992275, "iteration": 227679, "loss_box_reg": 0.1913289874792099, "loss_cls": 0.1440512528643012, "loss_mask": 0.2140593696385622, "loss_rpn_cls": 0.023406939930282533, "loss_rpn_loc": 0.057387145585380495, "lr": 1e-05, "mask_rcnn/accuracy": 0.9106607454642847, "mask_rcnn/false_negative": 0.08013808971768531, "mask_rcnn/false_positive": 0.09180350734772263, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0223330585286021, "total_loss": 0.615612632012926}
{"data_time": 0.01713074278086424, "eta_seconds": 42117.99171050079, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22340082834790614, "fast_rcnn/fg_cls_accuracy": 0.7395911949685534, "iteration": 227699, "loss_box_reg": 0.18689912743866444, "loss_cls": 0.13691643718630075, "loss_mask": 0.21490702591836452, "loss_rpn_cls": 0.020789892063476145, "loss_rpn_loc": 0.05302115809172392, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041464827044574, "mask_rcnn/false_negative": 0.08973718108707612, "mask_rcnn/false_positive": 0.09664881240715198, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9538802541792393, "total_loss": 0.5942528191953897}
{"data_time": 0.023536846973001957, "eta_seconds": 42139.79906277731, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22680570203790018, "fast_rcnn/fg_cls_accuracy": 0.7627216837743154, "iteration": 227719, "loss_box_reg": 0.18404918489977717, "loss_cls": 0.13907698495313525, "loss_mask": 0.22043083515018225, "loss_rpn_cls": 0.019206522003514692, "loss_rpn_loc": 0.04462860163766891, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020126691518524, "mask_rcnn/false_negative": 0.09810246811480516, "mask_rcnn/false_positive": 0.10646850025435398, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9994978047907352, "total_loss": 0.6212326973909512}
{"data_time": 0.016365325544029474, "eta_seconds": 42166.10108749941, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.23993691493691494, "fast_rcnn/fg_cls_accuracy": 0.7395114942528735, "iteration": 227739, "loss_box_reg": 0.20069727394729853, "loss_cls": 0.13387846807017922, "loss_mask": 0.20956131629645824, "loss_rpn_cls": 0.018942167575005442, "loss_rpn_loc": 0.058139091823250055, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128996856020072, "mask_rcnn/false_negative": 0.08289864109426145, "mask_rcnn/false_positive": 0.0822849695434596, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0218026102520525, "total_loss": 0.5997593003557995}
{"data_time": 0.015646622516214848, "eta_seconds": 42142.30229616165, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.22718419843821774, "fast_rcnn/fg_cls_accuracy": 0.7396316004911994, "iteration": 227759, "loss_box_reg": 0.19703695364296436, "loss_cls": 0.1383031248115003, "loss_mask": 0.2233690805733204, "loss_rpn_cls": 0.02386849792674184, "loss_rpn_loc": 0.0608661079313606, "lr": 1e-05, "mask_rcnn/accuracy": 0.8945907938299934, "mask_rcnn/false_negative": 0.08876636821921866, "mask_rcnn/false_positive": 0.10954502936285598, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9914245614781976, "total_loss": 0.6294829284306616}
{"data_time": 0.013956989627331495, "eta_seconds": 42129.13115334697, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.23476417594064652, "fast_rcnn/fg_cls_accuracy": 0.7519434911006465, "iteration": 227779, "loss_box_reg": 0.2024649027734995, "loss_cls": 0.14695101603865623, "loss_mask": 0.22028624545782804, "loss_rpn_cls": 0.025723307975567877, "loss_rpn_loc": 0.053756119683384895, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021525900246139, "mask_rcnn/false_negative": 0.08843821970600801, "mask_rcnn/false_positive": 0.12023753321353577, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9925012104213238, "total_loss": 0.6630546569358557}
{"data_time": 0.017132960725575686, "eta_seconds": 42136.18926256895, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.21091781093919446, "fast_rcnn/fg_cls_accuracy": 0.7645071183997116, "iteration": 227799, "loss_box_reg": 0.210100207477808, "loss_cls": 0.15482025127857924, "loss_mask": 0.22503716498613358, "loss_rpn_cls": 0.026307579944841564, "loss_rpn_loc": 0.07647363084834069, "lr": 1e-05, "mask_rcnn/accuracy": 0.8986157367417529, "mask_rcnn/false_negative": 0.09433994047867222, "mask_rcnn/false_positive": 0.10137360892570836, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0267806383781135, "total_loss": 0.7097787134698592}
{"data_time": 0.015828276053071022, "eta_seconds": 42086.27884218469, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.22458700236301404, "fast_rcnn/fg_cls_accuracy": 0.7493533455857327, "iteration": 227819, "loss_box_reg": 0.19340747967362404, "loss_cls": 0.14142369432374835, "loss_mask": 0.21037385053932667, "loss_rpn_cls": 0.027034221566282213, "loss_rpn_loc": 0.05096944118849933, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077986991942316, "mask_rcnn/false_negative": 0.08562849118725258, "mask_rcnn/false_positive": 0.09815445796025654, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9593550558201969, "total_loss": 0.610859502106905}
{"data_time": 0.01749887503683567, "eta_seconds": 42066.32328085601, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2347738664179974, "fast_rcnn/fg_cls_accuracy": 0.7431615961456269, "iteration": 227839, "loss_box_reg": 0.17765578627586365, "loss_cls": 0.1372284349054098, "loss_mask": 0.21494516730308533, "loss_rpn_cls": 0.02332422009203583, "loss_rpn_loc": 0.06743974075652659, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076404773420417, "mask_rcnn/false_negative": 0.08928899756754073, "mask_rcnn/false_positive": 0.10584208526411143, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0264306771568954, "total_loss": 0.6357323132324382}
{"data_time": 0.017481334507465363, "eta_seconds": 42076.279988735914, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2548430388610106, "fast_rcnn/fg_cls_accuracy": 0.7337306711922165, "iteration": 227859, "loss_box_reg": 0.1910975556820631, "loss_cls": 0.15515582170337439, "loss_mask": 0.2139593716710806, "loss_rpn_cls": 0.023675679578445852, "loss_rpn_loc": 0.06607422581873834, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085049328767449, "mask_rcnn/false_negative": 0.08585124405912078, "mask_rcnn/false_positive": 0.10310952695443269, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.045093015767634, "total_loss": 0.6872320978436619}
{"data_time": 0.014095361810177565, "eta_seconds": 42064.25956606865, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.1945558228637619, "fast_rcnn/fg_cls_accuracy": 0.7827916507815478, "iteration": 227879, "loss_box_reg": 0.19975870940834284, "loss_cls": 0.1528723300434649, "loss_mask": 0.2104349620640278, "loss_rpn_cls": 0.026499988351133652, "loss_rpn_loc": 0.06524439249187708, "lr": 1e-05, "mask_rcnn/accuracy": 0.9146524896533483, "mask_rcnn/false_negative": 0.0773628338321406, "mask_rcnn/false_positive": 0.08989222047814482, "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": 0.9722314081154764, "total_loss": 0.6685879783472046}
{"data_time": 0.015166794881224632, "eta_seconds": 42044.28603351116, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2441663631104159, "fast_rcnn/fg_cls_accuracy": 0.7366873260814572, "iteration": 227899, "loss_box_reg": 0.19970928505063057, "loss_cls": 0.15843339636921883, "loss_mask": 0.22277573123574257, "loss_rpn_cls": 0.02706895541632548, "loss_rpn_loc": 0.0782130085863173, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057176697996449, "mask_rcnn/false_negative": 0.083881418729357, "mask_rcnn/false_positive": 0.10603782491069788, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 1.000265491195023, "total_loss": 0.7421080530621111}
{"data_time": 0.012613996863365173, "eta_seconds": 42002.270486205816, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.20346276112624886, "fast_rcnn/fg_cls_accuracy": 0.7868415077202543, "iteration": 227919, "loss_box_reg": 0.19715009536594152, "loss_cls": 0.15702956728637218, "loss_mask": 0.21239964477717876, "loss_rpn_cls": 0.025306653697043657, "loss_rpn_loc": 0.06676983879879117, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073149842397692, "mask_rcnn/false_negative": 0.09127654244431047, "mask_rcnn/false_positive": 0.10155059467187658, "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": 0.9890861995518208, "total_loss": 0.6570251775556244}
{"data_time": 0.015809121076017618, "eta_seconds": 41969.47551657446, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27604107782174486, "fast_rcnn/fg_cls_accuracy": 0.6775690380864388, "iteration": 227939, "loss_box_reg": 0.21183061506599188, "loss_cls": 0.1625604759901762, "loss_mask": 0.22806421387940645, "loss_rpn_cls": 0.024267311731819063, "loss_rpn_loc": 0.07274130056612194, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010904566744731, "mask_rcnn/false_negative": 0.08096832891759528, "mask_rcnn/false_positive": 0.11389718505148692, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9849354433827102, "total_loss": 0.7007488764065783}
{"data_time": 0.013502058573067188, "eta_seconds": 41949.51856197789, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22774424745379102, "fast_rcnn/fg_cls_accuracy": 0.7557106598984771, "iteration": 227959, "loss_box_reg": 0.185327279381454, "loss_cls": 0.12845759559422731, "loss_mask": 0.21608568727970123, "loss_rpn_cls": 0.021125500672496855, "loss_rpn_loc": 0.05450329021550715, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066863496617592, "mask_rcnn/false_negative": 0.08575305390192609, "mask_rcnn/false_positive": 0.10183213364331717, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0386183955706656, "total_loss": 0.6141434643068351}
{"data_time": 0.015744435135275126, "eta_seconds": 41919.03097277507, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23179361453167657, "fast_rcnn/fg_cls_accuracy": 0.7306363516714924, "iteration": 227979, "loss_box_reg": 0.2003858108073473, "loss_cls": 0.1480208346620202, "loss_mask": 0.21952987648546696, "loss_rpn_cls": 0.027403414103901014, "loss_rpn_loc": 0.0704954257234931, "lr": 1e-05, "mask_rcnn/accuracy": 0.910818221998273, "mask_rcnn/false_negative": 0.07010035524476277, "mask_rcnn/false_positive": 0.10385397850503131, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0008646668866277, "total_loss": 0.6994568108348176}
{"data_time": 0.015928943641483784, "eta_seconds": 41899.07903037965, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22253530689842477, "fast_rcnn/fg_cls_accuracy": 0.7556589537223339, "iteration": 227999, "loss_box_reg": 0.20711745508015156, "loss_cls": 0.149818618549034, "loss_mask": 0.22193708643317223, "loss_rpn_cls": 0.023479989380575716, "loss_rpn_loc": 0.07126444950699806, "lr": 1e-05, "mask_rcnn/accuracy": 0.9142694070149426, "mask_rcnn/false_negative": 0.07794991047569608, "mask_rcnn/false_positive": 0.09180931437849922, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9994928687810898, "total_loss": 0.6904800478368998}
{"data_time": 0.018396541476249695, "eta_seconds": 41910.10133096017, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.25343479179877404, "fast_rcnn/fg_cls_accuracy": 0.7377906976744186, "iteration": 228019, "loss_box_reg": 0.20359320007264614, "loss_cls": 0.14503015484660864, "loss_mask": 0.2166928667575121, "loss_rpn_cls": 0.0269988487707451, "loss_rpn_loc": 0.07956785423448309, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008599822050087, "mask_rcnn/false_negative": 0.08475055255229547, "mask_rcnn/false_positive": 0.10205557250676761, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0030410066246986, "total_loss": 0.6933627987746149}
{"data_time": 0.018838347401469946, "eta_seconds": 41900.21720331162, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.18635416666666665, "fast_rcnn/fg_cls_accuracy": 0.7574491279069768, "iteration": 228039, "loss_box_reg": 0.19839447923004627, "loss_cls": 0.14438473526388407, "loss_mask": 0.21196529641747475, "loss_rpn_cls": 0.022038901166524738, "loss_rpn_loc": 0.048254871857352555, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079768474445171, "mask_rcnn/false_negative": 0.0878575351923431, "mask_rcnn/false_positive": 0.09034752643039967, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9952663113363087, "total_loss": 0.6358882476924919}
{"data_time": 0.01648333529010415, "eta_seconds": 41896.64993908256, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2600806451612903, "fast_rcnn/fg_cls_accuracy": 0.6922196922196923, "iteration": 228059, "loss_box_reg": 0.20127859245985746, "loss_cls": 0.14817019668407738, "loss_mask": 0.21654499880969524, "loss_rpn_cls": 0.023123297840356827, "loss_rpn_loc": 0.06796915491577238, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066616849965033, "mask_rcnn/false_negative": 0.07463534343037614, "mask_rcnn/false_positive": 0.11339220828264983, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0164860980585217, "total_loss": 0.6414313843706623}
{"data_time": 0.014970295131206512, "eta_seconds": 41894.31210681796, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2513140875691444, "fast_rcnn/fg_cls_accuracy": 0.7265843837535013, "iteration": 228079, "loss_box_reg": 0.19161581806838512, "loss_cls": 0.1440505087375641, "loss_mask": 0.2143502701073885, "loss_rpn_cls": 0.02118379549938254, "loss_rpn_loc": 0.061579847475513816, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097781216738505, "mask_rcnn/false_negative": 0.07842160242092497, "mask_rcnn/false_positive": 0.09959251442575998, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0020727715454996, "total_loss": 0.635441090882523}
{"data_time": 0.014368409290909767, "eta_seconds": 41874.32436249219, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24872881355932203, "fast_rcnn/fg_cls_accuracy": 0.7162150491201554, "iteration": 228099, "loss_box_reg": 0.2084756689146161, "loss_cls": 0.15147054567933083, "loss_mask": 0.21613243222236633, "loss_rpn_cls": 0.02013655548216775, "loss_rpn_loc": 0.06103500770404935, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040051432749824, "mask_rcnn/false_negative": 0.09295186209060566, "mask_rcnn/false_positive": 0.10063955446957895, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0002762787044048, "total_loss": 0.6965083121322095}
{"data_time": 0.02114705555140972, "eta_seconds": 41879.62413998321, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.22249052327699012, "fast_rcnn/fg_cls_accuracy": 0.7231134878193701, "iteration": 228119, "loss_box_reg": 0.19888909067958593, "loss_cls": 0.14636295568197966, "loss_mask": 0.21324818208813667, "loss_rpn_cls": 0.027823038573842496, "loss_rpn_loc": 0.06879719300195575, "lr": 1e-05, "mask_rcnn/accuracy": 0.9104580382484558, "mask_rcnn/false_negative": 0.08397543128079824, "mask_rcnn/false_positive": 0.08673226249358104, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.007891587447375, "total_loss": 0.6569844327168539}
{"data_time": 0.020349858794361353, "eta_seconds": 41859.62431947701, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2526949578208513, "fast_rcnn/fg_cls_accuracy": 0.7222754153759504, "iteration": 228139, "loss_box_reg": 0.21220531687140465, "loss_cls": 0.15142033621668816, "loss_mask": 0.23065670393407345, "loss_rpn_cls": 0.02532008197158575, "loss_rpn_loc": 0.0638508676784113, "lr": 1e-05, "mask_rcnn/accuracy": 0.8985634969320782, "mask_rcnn/false_negative": 0.09251627423214275, "mask_rcnn/false_positive": 0.10153357051851253, "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": 1.0533990254625678, "total_loss": 0.6804248571861535}
{"data_time": 0.015773995779454708, "eta_seconds": 41868.161466643214, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2746937025238912, "fast_rcnn/fg_cls_accuracy": 0.7134223522576362, "iteration": 228159, "loss_box_reg": 0.18192526791244745, "loss_cls": 0.139343474060297, "loss_mask": 0.20938906632363796, "loss_rpn_cls": 0.023775332141667604, "loss_rpn_loc": 0.053868231480009854, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958184549692442, "mask_rcnn/false_negative": 0.09758817170129067, "mask_rcnn/false_positive": 0.0987561735505228, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0176578192040324, "total_loss": 0.6024154931656085}
{"data_time": 0.014135459437966347, "eta_seconds": 41848.14800513908, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2288647342995169, "fast_rcnn/fg_cls_accuracy": 0.7515281173594133, "iteration": 228179, "loss_box_reg": 0.18522382900118828, "loss_cls": 0.13245361391454935, "loss_mask": 0.2052999772131443, "loss_rpn_cls": 0.020460511732380837, "loss_rpn_loc": 0.055662293336354196, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046602702465911, "mask_rcnn/false_negative": 0.07987436626135305, "mask_rcnn/false_positive": 0.10789092225406864, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9958336418494582, "total_loss": 0.5869654789566994}
{"data_time": 0.023793247062712908, "eta_seconds": 41828.13454363495, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21385880371470678, "fast_rcnn/fg_cls_accuracy": 0.7674310538601193, "iteration": 228199, "loss_box_reg": 0.20124914404004812, "loss_cls": 0.1512865535914898, "loss_mask": 0.21554487384855747, "loss_rpn_cls": 0.022527985624037683, "loss_rpn_loc": 0.0665589589625597, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968809044157209, "mask_rcnn/false_negative": 0.099644526733693, "mask_rcnn/false_positive": 0.1072687959352953, "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": 1.005669109057635, "total_loss": 0.656805933045689}
{"data_time": 0.020288292318582535, "eta_seconds": 41840.24947556667, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2708404074702886, "fast_rcnn/fg_cls_accuracy": 0.7238779803646564, "iteration": 228219, "loss_box_reg": 0.18868904560804367, "loss_cls": 0.14528285339474678, "loss_mask": 0.21542742662131786, "loss_rpn_cls": 0.01783427339978516, "loss_rpn_loc": 0.044856324908323586, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072765122998352, "mask_rcnn/false_negative": 0.09522422320308868, "mask_rcnn/false_positive": 0.10514727056700418, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0113310483284295, "total_loss": 0.6693195283296518}
{"data_time": 0.017354116309434175, "eta_seconds": 41845.11668711901, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2584415584415584, "fast_rcnn/fg_cls_accuracy": 0.7196160939245175, "iteration": 228239, "loss_box_reg": 0.17281282879412174, "loss_cls": 0.13159700948745012, "loss_mask": 0.20931181497871876, "loss_rpn_cls": 0.0238747427938506, "loss_rpn_loc": 0.07725182618014514, "lr": 1e-05, "mask_rcnn/accuracy": 0.8952481189954336, "mask_rcnn/false_negative": 0.0884004565176284, "mask_rcnn/false_positive": 0.12146439076907882, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0085669346153736, "total_loss": 0.6116865547955967}
{"data_time": 0.014214901719242334, "eta_seconds": 41827.37526484765, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21072067393687613, "fast_rcnn/fg_cls_accuracy": 0.747261868244889, "iteration": 228259, "loss_box_reg": 0.18728499859571457, "loss_cls": 0.14060638658702374, "loss_mask": 0.2015059432014823, "loss_rpn_cls": 0.024214419710915536, "loss_rpn_loc": 0.05740727577358484, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053366700178613, "mask_rcnn/false_negative": 0.0828625543956666, "mask_rcnn/false_positive": 0.08919369953544498, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9740214669145644, "total_loss": 0.6177141062507872}
{"data_time": 0.015918233897536993, "eta_seconds": 41829.4745798409, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.228723650147929, "fast_rcnn/fg_cls_accuracy": 0.7549618816197066, "iteration": 228279, "loss_box_reg": 0.1761311488226056, "loss_cls": 0.13407901721075177, "loss_mask": 0.2170109525322914, "loss_rpn_cls": 0.021120200748555362, "loss_rpn_loc": 0.0643837355892174, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128472342022185, "mask_rcnn/false_negative": 0.07755347420749309, "mask_rcnn/false_positive": 0.09253074097045279, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.006583274807781, "total_loss": 0.6036638391087763}
{"data_time": 0.01595398737117648, "eta_seconds": 41816.60189386457, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2697540419676643, "fast_rcnn/fg_cls_accuracy": 0.7040200342691446, "iteration": 228299, "loss_box_reg": 0.208949726074934, "loss_cls": 0.17288912367075682, "loss_mask": 0.22426480427384377, "loss_rpn_cls": 0.024119094421621412, "loss_rpn_loc": 0.06908107781782746, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017706778914608, "mask_rcnn/false_negative": 0.0917077368360831, "mask_rcnn/false_positive": 0.1077617386473024, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0059621008113027, "total_loss": 0.7198179970728233}
{"data_time": 0.016583885997533798, "eta_seconds": 41777.14072022587, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.24004581827568405, "fast_rcnn/fg_cls_accuracy": 0.7540279211839614, "iteration": 228319, "loss_box_reg": 0.18888252414762974, "loss_cls": 0.14723241701722145, "loss_mask": 0.21296041831374168, "loss_rpn_cls": 0.026932219640002586, "loss_rpn_loc": 0.0630224394844845, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071176825993554, "mask_rcnn/false_negative": 0.07795734671061982, "mask_rcnn/false_positive": 0.10001591092157736, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9890786297619343, "total_loss": 0.625419805990532}
{"data_time": 0.019325030967593193, "eta_seconds": 41744.91286363453, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.22839831401475236, "fast_rcnn/fg_cls_accuracy": 0.7578409090909091, "iteration": 228339, "loss_box_reg": 0.18389606475830078, "loss_cls": 0.13569854712113738, "loss_mask": 0.20767107419669628, "loss_rpn_cls": 0.0198666452197358, "loss_rpn_loc": 0.05918444541748613, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124715157276801, "mask_rcnn/false_negative": 0.07807153690110982, "mask_rcnn/false_positive": 0.0942285899981095, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9861171273514628, "total_loss": 0.6212212066457141}
{"data_time": 0.02074779011309147, "eta_seconds": 41724.87209893763, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2623992936761947, "fast_rcnn/fg_cls_accuracy": 0.7074606882128163, "iteration": 228359, "loss_box_reg": 0.1976559478789568, "loss_cls": 0.14480358082801104, "loss_mask": 0.21805809997022152, "loss_rpn_cls": 0.02364647366630379, "loss_rpn_loc": 0.061003867944236845, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022385951270919, "mask_rcnn/false_negative": 0.0890341963789511, "mask_rcnn/false_positive": 0.10749830115182625, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.03141088783741, "total_loss": 0.677426895359531}
{"data_time": 0.0160271767526865, "eta_seconds": 41701.79021181539, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.25699435768969636, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 228379, "loss_box_reg": 0.22136614425107837, "loss_cls": 0.16255489503964782, "loss_mask": 0.2246478833258152, "loss_rpn_cls": 0.02533793292241171, "loss_rpn_loc": 0.06718377256765962, "lr": 1e-05, "mask_rcnn/accuracy": 0.899637950589131, "mask_rcnn/false_negative": 0.09773084936595884, "mask_rcnn/false_positive": 0.09123484360829845, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9836620362475514, "total_loss": 0.7229551027994603}
{"data_time": 0.014029691461473703, "eta_seconds": 41665.48345088959, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.24149514008004574, "fast_rcnn/fg_cls_accuracy": 0.6888162672476398, "iteration": 228399, "loss_box_reg": 0.2094229767099023, "loss_cls": 0.15593707095831633, "loss_mask": 0.2169592399150133, "loss_rpn_cls": 0.025866638752631843, "loss_rpn_loc": 0.06847524479962885, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989708080489272, "mask_rcnn/false_negative": 0.08577492220159552, "mask_rcnn/false_positive": 0.11078766729356646, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9971908843144774, "total_loss": 0.6533096472267061}
{"data_time": 0.017118381801992655, "eta_seconds": 41661.711605172604, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2559716800105869, "fast_rcnn/fg_cls_accuracy": 0.731594775142903, "iteration": 228419, "loss_box_reg": 0.2196046281605959, "loss_cls": 0.16425830870866776, "loss_mask": 0.22656476497650146, "loss_rpn_cls": 0.029095194418914616, "loss_rpn_loc": 0.07413648208603263, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001125867740355, "mask_rcnn/false_negative": 0.0854811243458447, "mask_rcnn/false_positive": 0.10171662876298454, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0258930255658925, "total_loss": 0.7004872845718637}
{"data_time": 0.020408999640494585, "eta_seconds": 41648.91533123329, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.22010071869622433, "fast_rcnn/fg_cls_accuracy": 0.7606530987696907, "iteration": 228439, "loss_box_reg": 0.19325068034231663, "loss_cls": 0.1368263689801097, "loss_mask": 0.20797394216060638, "loss_rpn_cls": 0.022713940066751093, "loss_rpn_loc": 0.04864595690742135, "lr": 1e-05, "mask_rcnn/accuracy": 0.907601467024863, "mask_rcnn/false_negative": 0.08521197860260896, "mask_rcnn/false_positive": 0.09317197743343097, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.039383570663631, "total_loss": 0.6141248500789516}
{"data_time": 0.012892511207610369, "eta_seconds": 41656.15450050682, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.261192221800868, "fast_rcnn/fg_cls_accuracy": 0.725038560411311, "iteration": 228459, "loss_box_reg": 0.2207885906100273, "loss_cls": 0.1656014295294881, "loss_mask": 0.22266416437923908, "loss_rpn_cls": 0.032647483167238533, "loss_rpn_loc": 0.06713375356048346, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978224256557781, "mask_rcnn/false_negative": 0.0858625861012265, "mask_rcnn/false_positive": 0.11012529268551746, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.001144296489656, "total_loss": 0.7070782391820103}
{"data_time": 0.014160004444420338, "eta_seconds": 41621.734635047615, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24039441500203834, "fast_rcnn/fg_cls_accuracy": 0.7474033342061621, "iteration": 228479, "loss_box_reg": 0.20586324483156204, "loss_cls": 0.14941415842622519, "loss_mask": 0.2385068479925394, "loss_rpn_cls": 0.021326129150111228, "loss_rpn_loc": 0.06795123917981982, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094137099867596, "mask_rcnn/false_negative": 0.07393004165504863, "mask_rcnn/false_positive": 0.10394212907546656, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.011797628365457, "total_loss": 0.6734759891114663}
{"data_time": 0.023737024050205946, "eta_seconds": 41601.68562992476, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2549116119302949, "fast_rcnn/fg_cls_accuracy": 0.7284431748622731, "iteration": 228499, "loss_box_reg": 0.1944209234789014, "loss_cls": 0.1476050801575184, "loss_mask": 0.21499663777649403, "loss_rpn_cls": 0.025496023474261165, "loss_rpn_loc": 0.07087100279750302, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009294899681652, "mask_rcnn/false_negative": 0.09249506753239208, "mask_rcnn/false_positive": 0.11543348256850991, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9857679829001427, "total_loss": 0.6700432855868712}
{"data_time": 0.014351362828165293, "eta_seconds": 41602.53269849345, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.22520645030362635, "fast_rcnn/fg_cls_accuracy": 0.7615789473684211, "iteration": 228519, "loss_box_reg": 0.18837287090718746, "loss_cls": 0.14805163070559502, "loss_mask": 0.20861621387302876, "loss_rpn_cls": 0.024350600608158857, "loss_rpn_loc": 0.0759412799961865, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086332534901941, "mask_rcnn/false_negative": 0.08324674509894422, "mask_rcnn/false_positive": 0.09344248549123296, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0094877304509282, "total_loss": 0.6574157871655189}
{"data_time": 0.012888891622424126, "eta_seconds": 41575.93080382794, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22557928214447978, "fast_rcnn/fg_cls_accuracy": 0.7317744006849315, "iteration": 228539, "loss_box_reg": 0.18914176896214485, "loss_cls": 0.14090370573103428, "loss_mask": 0.21554594859480858, "loss_rpn_cls": 0.02798407932277769, "loss_rpn_loc": 0.06660943478345871, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080627549052028, "mask_rcnn/false_negative": 0.08468153216844242, "mask_rcnn/false_positive": 0.09525779904697688, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9804488732479513, "total_loss": 0.6183067737147212}
{"data_time": 0.015030748210847378, "eta_seconds": 41541.53861455619, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.25746158392434987, "fast_rcnn/fg_cls_accuracy": 0.725892963271128, "iteration": 228559, "loss_box_reg": 0.22189961932599545, "loss_cls": 0.1647718520835042, "loss_mask": 0.22638331539928913, "loss_rpn_cls": 0.03223282936960459, "loss_rpn_loc": 0.08135363878682256, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039015126186694, "mask_rcnn/false_negative": 0.08512582526339241, "mask_rcnn/false_positive": 0.10127603093435376, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9952408042736351, "total_loss": 0.7227049946086481}
{"data_time": 0.01680077100172639, "eta_seconds": 41521.48960943334, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2486031958878087, "fast_rcnn/fg_cls_accuracy": 0.7381082915622389, "iteration": 228579, "loss_box_reg": 0.2032397035509348, "loss_cls": 0.15201024897396564, "loss_mask": 0.2209549956023693, "loss_rpn_cls": 0.024924143275711685, "loss_rpn_loc": 0.0629384161438793, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072437855650307, "mask_rcnn/false_negative": 0.07857034889949896, "mask_rcnn/false_positive": 0.10653383044441603, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9909131927415729, "total_loss": 0.6736421139212325}
{"data_time": 0.01612691394984722, "eta_seconds": 41527.54682376981, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.22510770152279586, "fast_rcnn/fg_cls_accuracy": 0.7520232962710839, "iteration": 228599, "loss_box_reg": 0.2009945660829544, "loss_cls": 0.1541180107742548, "loss_mask": 0.2183863390237093, "loss_rpn_cls": 0.02459094481309876, "loss_rpn_loc": 0.07069212716305628, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049744897959184, "mask_rcnn/false_negative": 0.09746641795473776, "mask_rcnn/false_positive": 0.09002566605145373, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0121474573388696, "total_loss": 0.6797504581627436}
{"data_time": 0.01580112148076296, "eta_seconds": 41507.48520694673, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22726729267642162, "fast_rcnn/fg_cls_accuracy": 0.7607975356212817, "iteration": 228619, "loss_box_reg": 0.18199929222464561, "loss_cls": 0.14348595798946917, "loss_mask": 0.22162709571421146, "loss_rpn_cls": 0.02135308488504961, "loss_rpn_loc": 0.05411255592480302, "lr": 1e-05, "mask_rcnn/accuracy": 0.9107933007511865, "mask_rcnn/false_negative": 0.07833309527039777, "mask_rcnn/false_positive": 0.09555431859331016, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9993391227908432, "total_loss": 0.6354089030064642}
{"data_time": 0.022067091893404722, "eta_seconds": 41531.711656823754, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.25240384615384615, "fast_rcnn/fg_cls_accuracy": 0.7152505446623094, "iteration": 228639, "loss_box_reg": 0.204860663972795, "loss_cls": 0.1447146856226027, "loss_mask": 0.2161563504487276, "loss_rpn_cls": 0.02153633371926844, "loss_rpn_loc": 0.05129204550758004, "lr": 1e-05, "mask_rcnn/accuracy": 0.9158570237433494, "mask_rcnn/false_negative": 0.08058953867565857, "mask_rcnn/false_positive": 0.08735680448108434, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0243917601183057, "total_loss": 0.6517245203722268}
{"data_time": 0.013959942851215601, "eta_seconds": 41462.85465658642, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.25640379185155304, "fast_rcnn/fg_cls_accuracy": 0.7425738431930382, "iteration": 228659, "loss_box_reg": 0.19066086784005165, "loss_cls": 0.1493841866031289, "loss_mask": 0.22454763762652874, "loss_rpn_cls": 0.023800813767593354, "loss_rpn_loc": 0.06509372475557029, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002685760969369, "mask_rcnn/false_negative": 0.09594366690863584, "mask_rcnn/false_positive": 0.09818685387840875, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9969137953594327, "total_loss": 0.6711683552712202}
{"data_time": 0.01652221055701375, "eta_seconds": 41408.401864450425, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.23906093906093906, "fast_rcnn/fg_cls_accuracy": 0.7251644382590254, "iteration": 228679, "loss_box_reg": 0.187922109849751, "loss_cls": 0.13885463029146194, "loss_mask": 0.2118992730975151, "loss_rpn_cls": 0.0226463038707152, "loss_rpn_loc": 0.06878811214119196, "lr": 1e-05, "mask_rcnn/accuracy": 0.9133770252831812, "mask_rcnn/false_negative": 0.08043407131231181, "mask_rcnn/false_positive": 0.08582707157932219, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9985826606862247, "total_loss": 0.6454928271705285}
{"data_time": 0.017582417000085115, "eta_seconds": 41422.73578415625, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.20954281567489114, "fast_rcnn/fg_cls_accuracy": 0.7722074678928175, "iteration": 228699, "loss_box_reg": 0.19218195881694555, "loss_cls": 0.15379854291677475, "loss_mask": 0.22455023601651192, "loss_rpn_cls": 0.02419951476622373, "loss_rpn_loc": 0.06231248809490353, "lr": 1e-05, "mask_rcnn/accuracy": 0.910898137067262, "mask_rcnn/false_negative": 0.08790655716942132, "mask_rcnn/false_positive": 0.09851531573849151, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9963999958708882, "total_loss": 0.6690865022828802}
{"data_time": 0.01874696696177125, "eta_seconds": 41421.600589603186, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.22929292929292927, "fast_rcnn/fg_cls_accuracy": 0.7606903035186677, "iteration": 228719, "loss_box_reg": 0.19493122398853302, "loss_cls": 0.14889063965529203, "loss_mask": 0.21567816101014614, "loss_rpn_cls": 0.022327971644699574, "loss_rpn_loc": 0.070172498235479, "lr": 1e-05, "mask_rcnn/accuracy": 0.9104591949932263, "mask_rcnn/false_negative": 0.08357360931175908, "mask_rcnn/false_positive": 0.09115830782375578, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.024246010929346, "total_loss": 0.6596819319529459}
{"data_time": 0.026061754673719406, "eta_seconds": 41401.53198466636, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21539180806422187, "fast_rcnn/fg_cls_accuracy": 0.7806399379675242, "iteration": 228739, "loss_box_reg": 0.19198681134730577, "loss_cls": 0.1480334890075028, "loss_mask": 0.2119916807860136, "loss_rpn_cls": 0.025645145098678768, "loss_rpn_loc": 0.06183159042848274, "lr": 1e-05, "mask_rcnn/accuracy": 0.8943575842315148, "mask_rcnn/false_negative": 0.09174207384119504, "mask_rcnn/false_positive": 0.11278806439109378, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0309140966273844, "total_loss": 0.6352997754584067}
{"data_time": 0.02171400934457779, "eta_seconds": 41397.38388849422, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2664721925216556, "fast_rcnn/fg_cls_accuracy": 0.7194303914816973, "iteration": 228759, "loss_box_reg": 0.19696030858904123, "loss_cls": 0.1517078480683267, "loss_mask": 0.22585771791636944, "loss_rpn_cls": 0.023077644291333854, "loss_rpn_loc": 0.06087362684775144, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045234757865905, "mask_rcnn/false_negative": 0.0838009068316696, "mask_rcnn/false_positive": 0.10931759831217425, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9994410336948931, "total_loss": 0.6593319686944596}
{"data_time": 0.014402101282030344, "eta_seconds": 41396.123277917504, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.24020066889632108, "fast_rcnn/fg_cls_accuracy": 0.7510115122387393, "iteration": 228779, "loss_box_reg": 0.21487554162740707, "loss_cls": 0.1575157674960792, "loss_mask": 0.21739763766527176, "loss_rpn_cls": 0.027162522252183408, "loss_rpn_loc": 0.06390325003303587, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977496695532209, "mask_rcnn/false_negative": 0.08667885286305399, "mask_rcnn/false_positive": 0.11211897525688651, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.024842532351613, "total_loss": 0.6929576150723733}
{"data_time": 0.014678488951176405, "eta_seconds": 41377.09322217852, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23054760769353044, "fast_rcnn/fg_cls_accuracy": 0.7513606163415324, "iteration": 228799, "loss_box_reg": 0.20473630353808403, "loss_cls": 0.1576491128653288, "loss_mask": 0.22386004962027073, "loss_rpn_cls": 0.029597946908324957, "loss_rpn_loc": 0.06961109430994838, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011236190904933, "mask_rcnn/false_negative": 0.09178908891723904, "mask_rcnn/false_positive": 0.1078603175222095, "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": 1.05618576426059, "total_loss": 0.671085225767456}
{"data_time": 0.015979402232915163, "eta_seconds": 41368.43564973213, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.25228372225384177, "fast_rcnn/fg_cls_accuracy": 0.7340668286605898, "iteration": 228819, "loss_box_reg": 0.2002387922257185, "loss_cls": 0.14881740417331457, "loss_mask": 0.22344610188156366, "loss_rpn_cls": 0.023443227059033234, "loss_rpn_loc": 0.06582044658716768, "lr": 1e-05, "mask_rcnn/accuracy": 0.9158052325581396, "mask_rcnn/false_negative": 0.07199343827339297, "mask_rcnn/false_positive": 0.09232934126478946, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9789602537639439, "total_loss": 0.6593030511867255}
{"data_time": 0.01867752056568861, "eta_seconds": 41326.58670376986, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.29056618658999467, "fast_rcnn/fg_cls_accuracy": 0.6859514925373134, "iteration": 228839, "loss_box_reg": 0.2055035587400198, "loss_cls": 0.1529598105698824, "loss_mask": 0.22684307023882866, "loss_rpn_cls": 0.024336775531992316, "loss_rpn_loc": 0.061829384067095816, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955202640094699, "mask_rcnn/false_negative": 0.08634194569460377, "mask_rcnn/false_positive": 0.11780619244352963, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9937805971130729, "total_loss": 0.6806197178084403}
{"data_time": 0.01939937239512801, "eta_seconds": 41306.50575784966, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22943643554251453, "fast_rcnn/fg_cls_accuracy": 0.7484115647933802, "iteration": 228859, "loss_box_reg": 0.1934175956994295, "loss_cls": 0.14927284698933363, "loss_mask": 0.2162506841123104, "loss_rpn_cls": 0.025069552124477923, "loss_rpn_loc": 0.07001494173891842, "lr": 1e-05, "mask_rcnn/accuracy": 0.904003207122265, "mask_rcnn/false_negative": 0.08574676750220439, "mask_rcnn/false_positive": 0.1190862267315125, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.0154595086351037, "total_loss": 0.6442754972958937}
{"data_time": 0.01663872553035617, "eta_seconds": 41285.64288452268, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2645710320807597, "fast_rcnn/fg_cls_accuracy": 0.7280201682375596, "iteration": 228879, "loss_box_reg": 0.18050049059092999, "loss_cls": 0.13584190048277378, "loss_mask": 0.21934876032173634, "loss_rpn_cls": 0.020982896123314276, "loss_rpn_loc": 0.05542021384462714, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030941132058204, "mask_rcnn/false_negative": 0.0810401998766632, "mask_rcnn/false_positive": 0.10212804163120459, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9888737625442445, "total_loss": 0.6101123531116173}
{"data_time": 0.014957379549741745, "eta_seconds": 41266.343866009265, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.21371841155234658, "fast_rcnn/fg_cls_accuracy": 0.7708081473391084, "iteration": 228899, "loss_box_reg": 0.19025973696261644, "loss_cls": 0.13939357176423073, "loss_mask": 0.2129059750586748, "loss_rpn_cls": 0.020370387035654858, "loss_rpn_loc": 0.05276616208720952, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093921990101068, "mask_rcnn/false_negative": 0.08380221010720283, "mask_rcnn/false_positive": 0.09659742733709288, "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": 1.010695878881961, "total_loss": 0.6188994666736107}
{"data_time": 0.021333026699721813, "eta_seconds": 41246.262920089066, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24784936182149703, "fast_rcnn/fg_cls_accuracy": 0.7455076277807475, "iteration": 228919, "loss_box_reg": 0.19886129442602396, "loss_cls": 0.13984617497771978, "loss_mask": 0.22623211704194546, "loss_rpn_cls": 0.019796003645751625, "loss_rpn_loc": 0.07641156483441591, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067919271656688, "mask_rcnn/false_negative": 0.09442157850583068, "mask_rcnn/false_positive": 0.10708756753968676, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.979833428747952, "total_loss": 0.644703961792402}
{"data_time": 0.015006981790065765, "eta_seconds": 41236.491449093446, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.25121802079018485, "fast_rcnn/fg_cls_accuracy": 0.6796946564885497, "iteration": 228939, "loss_box_reg": 0.21167416218668222, "loss_cls": 0.15988175943493843, "loss_mask": 0.23129838332533836, "loss_rpn_cls": 0.02617304667364806, "loss_rpn_loc": 0.0636305445805192, "lr": 1e-05, "mask_rcnn/accuracy": 0.8929113145469576, "mask_rcnn/false_negative": 0.09650333438742575, "mask_rcnn/false_positive": 0.11183029576107897, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0009033866226673, "total_loss": 0.6947864114772528}
{"data_time": 0.013253729324787855, "eta_seconds": 41216.405481509864, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23264893001735104, "fast_rcnn/fg_cls_accuracy": 0.7225947480881691, "iteration": 228959, "loss_box_reg": 0.1997708729468286, "loss_cls": 0.15745341591537, "loss_mask": 0.21814740635454655, "loss_rpn_cls": 0.0243848392055952, "loss_rpn_loc": 0.06634093960747123, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093734516928158, "mask_rcnn/false_negative": 0.0781846187930926, "mask_rcnn/false_positive": 0.10607620650474135, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.015840528998524, "total_loss": 0.6626821283134632}
{"data_time": 0.017631622962653637, "eta_seconds": 41196.31951392628, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.25601851851851853, "fast_rcnn/fg_cls_accuracy": 0.7281852190177911, "iteration": 228979, "loss_box_reg": 0.2058783769607544, "loss_cls": 0.1530840345658362, "loss_mask": 0.21065589226782322, "loss_rpn_cls": 0.02177441748790443, "loss_rpn_loc": 0.0804009212879464, "lr": 1e-05, "mask_rcnn/accuracy": 0.903030924346059, "mask_rcnn/false_negative": 0.09017989121379547, "mask_rcnn/false_positive": 0.10620451268008892, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0082973665557802, "total_loss": 0.6858420190401375}
{"data_time": 0.02496105059981346, "eta_seconds": 41171.238992363214, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.22170047475183427, "fast_rcnn/fg_cls_accuracy": 0.7423928282289753, "iteration": 228999, "loss_box_reg": 0.1958507839590311, "loss_cls": 0.1473001108970493, "loss_mask": 0.21403325535356998, "loss_rpn_cls": 0.02483022678643465, "loss_rpn_loc": 0.06269763875752687, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108555442030071, "mask_rcnn/false_negative": 0.08334950779990616, "mask_rcnn/false_positive": 0.09357892146195489, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9744349950924516, "total_loss": 0.6493431001727004}
{"data_time": 0.01543051190674305, "eta_seconds": 41185.52064439282, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23014927169856747, "fast_rcnn/fg_cls_accuracy": 0.7587863630380414, "iteration": 229019, "loss_box_reg": 0.21269613411277533, "loss_cls": 0.15881392732262611, "loss_mask": 0.22427501156926155, "loss_rpn_cls": 0.023639385995920748, "loss_rpn_loc": 0.07333135977387428, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087207677593742, "mask_rcnn/false_negative": 0.08527736886387499, "mask_rcnn/false_positive": 0.09578973694304507, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0257882438600063, "total_loss": 0.6791405329131521}
{"data_time": 0.01599329337477684, "eta_seconds": 41219.28161621094, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2382936214296285, "fast_rcnn/fg_cls_accuracy": 0.715254782928624, "iteration": 229039, "loss_box_reg": 0.18478897865861654, "loss_cls": 0.14009723905473948, "loss_mask": 0.20090609602630138, "loss_rpn_cls": 0.02106666029430926, "loss_rpn_loc": 0.046440282836556435, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057062002725782, "mask_rcnn/false_negative": 0.07790779808310838, "mask_rcnn/false_positive": 0.10197653893205544, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0229671606794, "total_loss": 0.601712999981828}
{"data_time": 0.024391223210841417, "eta_seconds": 41176.11986882053, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.20609124440840243, "fast_rcnn/fg_cls_accuracy": 0.7673419275629221, "iteration": 229059, "loss_box_reg": 0.19782275427132845, "loss_cls": 0.15316824615001678, "loss_mask": 0.22281588334590197, "loss_rpn_cls": 0.025141048477962613, "loss_rpn_loc": 0.07055520918220282, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992796459251615, "mask_rcnn/false_negative": 0.08657642981149591, "mask_rcnn/false_positive": 0.10168642086074758, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.99052131222561, "total_loss": 0.6681522071012296}
{"data_time": 0.01752766827121377, "eta_seconds": 41151.11033599824, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2273249138920781, "fast_rcnn/fg_cls_accuracy": 0.7514707848642868, "iteration": 229079, "loss_box_reg": 0.17726957611739635, "loss_cls": 0.14093965850770473, "loss_mask": 0.2125710714608431, "loss_rpn_cls": 0.01811563828960061, "loss_rpn_loc": 0.053323545260354877, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050905663973836, "mask_rcnn/false_negative": 0.07930274353900235, "mask_rcnn/false_positive": 0.10180709761552356, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9884597035124898, "total_loss": 0.5974606556701474}
{"data_time": 0.020288877189159393, "eta_seconds": 41118.1141521316, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25185125274093245, "fast_rcnn/fg_cls_accuracy": 0.7315415019762845, "iteration": 229099, "loss_box_reg": 0.18179917987436056, "loss_cls": 0.14842235296964645, "loss_mask": 0.21545249223709106, "loss_rpn_cls": 0.025896484847180545, "loss_rpn_loc": 0.061265276512131095, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004080728035895, "mask_rcnn/false_negative": 0.08482289649264897, "mask_rcnn/false_positive": 0.09649154063258758, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0014679674059153, "total_loss": 0.6554892627173103}
{"data_time": 0.023006898816674948, "eta_seconds": 41110.8844216913, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2601786983450096, "fast_rcnn/fg_cls_accuracy": 0.7165144265622735, "iteration": 229119, "loss_box_reg": 0.18916309997439384, "loss_cls": 0.14253900945186615, "loss_mask": 0.21642653830349445, "loss_rpn_cls": 0.022769602481275797, "loss_rpn_loc": 0.07359745958819985, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946052838594283, "mask_rcnn/false_negative": 0.10577463319571426, "mask_rcnn/false_positive": 0.10620000677205518, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.011233014985919, "total_loss": 0.657379133743234}
{"data_time": 0.01813494460657239, "eta_seconds": 41025.372514966875, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.22677404295051354, "fast_rcnn/fg_cls_accuracy": 0.7618709252069445, "iteration": 229139, "loss_box_reg": 0.19200802687555552, "loss_cls": 0.14721941901370883, "loss_mask": 0.2176868263632059, "loss_rpn_cls": 0.02291245141532272, "loss_rpn_loc": 0.06361876055598259, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100330785323092, "mask_rcnn/false_negative": 0.08775225234285244, "mask_rcnn/false_positive": 0.08466157651478753, "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": 0.9837869182229042, "total_loss": 0.6588435450103134}
{"data_time": 0.01547686941921711, "eta_seconds": 40994.80314960703, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2356142269437067, "fast_rcnn/fg_cls_accuracy": 0.7315217233836036, "iteration": 229159, "loss_box_reg": 0.20516599668189883, "loss_cls": 0.1524771610274911, "loss_mask": 0.21416473761200905, "loss_rpn_cls": 0.028648076695390046, "loss_rpn_loc": 0.07176302815787494, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093450760069424, "mask_rcnn/false_negative": 0.08346098742338794, "mask_rcnn/false_positive": 0.10253573086298798, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9849983896128833, "total_loss": 0.684500776216737}
{"data_time": 0.014071502722799778, "eta_seconds": 40976.949238497764, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2088147972624507, "fast_rcnn/fg_cls_accuracy": 0.7639821208285938, "iteration": 229179, "loss_box_reg": 0.20931325294077396, "loss_cls": 0.14990912191569805, "loss_mask": 0.2283175215125084, "loss_rpn_cls": 0.023835708969272673, "loss_rpn_loc": 0.059513924177736044, "lr": 1e-05, "mask_rcnn/accuracy": 0.894368236732641, "mask_rcnn/false_negative": 0.08131556142109983, "mask_rcnn/false_positive": 0.11326854942046129, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0117310988716781, "total_loss": 0.6799269123002887}
{"data_time": 0.022308371495455503, "eta_seconds": 40956.87234029174, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.24084181313598518, "fast_rcnn/fg_cls_accuracy": 0.7334439922895695, "iteration": 229199, "loss_box_reg": 0.17492394801229239, "loss_cls": 0.14262979943305254, "loss_mask": 0.2139934804290533, "loss_rpn_cls": 0.020440898253582418, "loss_rpn_loc": 0.059507696772925556, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124216974023652, "mask_rcnn/false_negative": 0.07643483569421841, "mask_rcnn/false_positive": 0.09282478516607742, "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": 1.010749137494713, "total_loss": 0.5969046943355352}
{"data_time": 0.01704833097755909, "eta_seconds": 40871.96935141459, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2284161863592699, "fast_rcnn/fg_cls_accuracy": 0.7428945351571126, "iteration": 229219, "loss_box_reg": 0.17784778168424964, "loss_cls": 0.13305099261924624, "loss_mask": 0.21319066546857357, "loss_rpn_cls": 0.024188336479710415, "loss_rpn_loc": 0.06729655805975199, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043868612786023, "mask_rcnn/false_negative": 0.07905822992384903, "mask_rcnn/false_positive": 0.10663588661207501, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9889184655621648, "total_loss": 0.6211095534090418}
{"data_time": 0.01583380112424493, "eta_seconds": 40825.01424193382, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21279484251858866, "fast_rcnn/fg_cls_accuracy": 0.7396680497925311, "iteration": 229239, "loss_box_reg": 0.16944248043000698, "loss_cls": 0.13158556632697582, "loss_mask": 0.20468410290777683, "loss_rpn_cls": 0.02276568321394734, "loss_rpn_loc": 0.05460293288342655, "lr": 1e-05, "mask_rcnn/accuracy": 0.911789203814976, "mask_rcnn/false_negative": 0.09103027691280174, "mask_rcnn/false_positive": 0.09407070942331862, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 0.9941170834936202, "total_loss": 0.5893742757616565}
{"data_time": 0.014321601949632168, "eta_seconds": 40844.09451847896, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21859665352747165, "fast_rcnn/fg_cls_accuracy": 0.7643168695870466, "iteration": 229259, "loss_box_reg": 0.19823385123163462, "loss_cls": 0.15101404348388314, "loss_mask": 0.22355430759489536, "loss_rpn_cls": 0.026129337842576206, "loss_rpn_loc": 0.06502217194065452, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050464793247142, "mask_rcnn/false_negative": 0.08743228119702849, "mask_rcnn/false_positive": 0.10175081348618531, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.009456214029342, "total_loss": 0.6673968161339872}
{"data_time": 0.01426786184310913, "eta_seconds": 40784.95043992996, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.218025098238053, "fast_rcnn/fg_cls_accuracy": 0.7574867787512827, "iteration": 229279, "loss_box_reg": 0.1848819935694337, "loss_cls": 0.1378505202010274, "loss_mask": 0.21091612428426743, "loss_rpn_cls": 0.024902332166675478, "loss_rpn_loc": 0.05876718566287309, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060380384572766, "mask_rcnn/false_negative": 0.08501450779640383, "mask_rcnn/false_positive": 0.10268621165148151, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9786192737519741, "total_loss": 0.6174362549791113}
{"data_time": 0.02143602492287755, "eta_seconds": 40775.89613744058, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24780817776434133, "fast_rcnn/fg_cls_accuracy": 0.7155685683228725, "iteration": 229299, "loss_box_reg": 0.21372467000037432, "loss_cls": 0.15709404461085796, "loss_mask": 0.2307018954306841, "loss_rpn_cls": 0.026018778211437166, "loss_rpn_loc": 0.06428368017077446, "lr": 1e-05, "mask_rcnn/accuracy": 0.8965644765771086, "mask_rcnn/false_negative": 0.09570383340889137, "mask_rcnn/false_positive": 0.10837678812369773, "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": 1.0254657631739974, "total_loss": 0.6974689638009295}
{"data_time": 0.017522956244647503, "eta_seconds": 40767.68181871623, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2472804858995391, "fast_rcnn/fg_cls_accuracy": 0.7311338017859756, "iteration": 229319, "loss_box_reg": 0.20060979574918747, "loss_cls": 0.14605210442095995, "loss_mask": 0.21443003229796886, "loss_rpn_cls": 0.021831384510733187, "loss_rpn_loc": 0.06590569065883756, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066155478162197, "mask_rcnn/false_negative": 0.0881031391426908, "mask_rcnn/false_positive": 0.09751982631831899, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9986364133656025, "total_loss": 0.6523247751174495}
{"data_time": 0.018724755384027958, "eta_seconds": 40803.284204583615, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.22221308103661044, "fast_rcnn/fg_cls_accuracy": 0.7551003725788826, "iteration": 229339, "loss_box_reg": 0.20047691091895103, "loss_cls": 0.15108965709805489, "loss_mask": 0.22143876738846302, "loss_rpn_cls": 0.026076385052874684, "loss_rpn_loc": 0.07966607343405485, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079808664704585, "mask_rcnn/false_negative": 0.08982820694143635, "mask_rcnn/false_positive": 0.10765483426018975, "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": 0.9976862636394799, "total_loss": 0.6646494012093171}
{"data_time": 0.017087947577238083, "eta_seconds": 40715.784251242876, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2350142133234458, "fast_rcnn/fg_cls_accuracy": 0.6920234937476317, "iteration": 229359, "loss_box_reg": 0.20429790951311588, "loss_cls": 0.15356237068772316, "loss_mask": 0.22219598852097988, "loss_rpn_cls": 0.02309248986421153, "loss_rpn_loc": 0.07528758188709617, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040999761108457, "mask_rcnn/false_negative": 0.07794012323441749, "mask_rcnn/false_positive": 0.11629421038446797, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9910993310622871, "total_loss": 0.6880014458438382}
{"data_time": 0.012203812133520842, "eta_seconds": 40695.74695584364, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.22473433094773368, "fast_rcnn/fg_cls_accuracy": 0.7384538152610443, "iteration": 229379, "loss_box_reg": 0.17704858537763357, "loss_cls": 0.13353913370519876, "loss_mask": 0.20674806647002697, "loss_rpn_cls": 0.021323097636923194, "loss_rpn_loc": 0.055886658607050776, "lr": 1e-05, "mask_rcnn/accuracy": 0.906521793920392, "mask_rcnn/false_negative": 0.07935313786753062, "mask_rcnn/false_positive": 0.10873205566039215, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9733333629556, "total_loss": 0.6055443690274842}
{"data_time": 0.021202836651355028, "eta_seconds": 40675.70966044441, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.232518968368025, "fast_rcnn/fg_cls_accuracy": 0.7559058794235737, "iteration": 229399, "loss_box_reg": 0.19882749393582344, "loss_cls": 0.15465231891721487, "loss_mask": 0.21977212838828564, "loss_rpn_cls": 0.023812335333786905, "loss_rpn_loc": 0.06769402092322707, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102458658201569, "mask_rcnn/false_negative": 0.08286694672628356, "mask_rcnn/false_positive": 0.09867806654974604, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.988495135679841, "total_loss": 0.6610057053621858}
{"data_time": 0.025503947399556637, "eta_seconds": 40594.147741300985, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25378144941237135, "fast_rcnn/fg_cls_accuracy": 0.6961041702397128, "iteration": 229419, "loss_box_reg": 0.18078069481998682, "loss_cls": 0.14049211144447327, "loss_mask": 0.21149536781013012, "loss_rpn_cls": 0.02724206622224301, "loss_rpn_loc": 0.06932935793884099, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085991347116549, "mask_rcnn/false_negative": 0.08900232373539056, "mask_rcnn/false_positive": 0.09040597989098537, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9864112925715744, "total_loss": 0.6224806698155589}
{"data_time": 0.013636397197842598, "eta_seconds": 40555.17363488674, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.19851435924431188, "fast_rcnn/fg_cls_accuracy": 0.758889901983132, "iteration": 229439, "loss_box_reg": 0.17165890149772167, "loss_cls": 0.13633461482822895, "loss_mask": 0.21598772704601288, "loss_rpn_cls": 0.021132161025889218, "loss_rpn_loc": 0.05828100838698447, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035046624955969, "mask_rcnn/false_negative": 0.07956085443402486, "mask_rcnn/false_positive": 0.11650590009300427, "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": 0.9827326009981334, "total_loss": 0.601239436713513}
{"data_time": 0.014851860702037811, "eta_seconds": 40543.74314947054, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.25123344270263703, "fast_rcnn/fg_cls_accuracy": 0.7074412740381673, "iteration": 229459, "loss_box_reg": 0.20427770912647247, "loss_cls": 0.1480559976771474, "loss_mask": 0.22227702289819717, "loss_rpn_cls": 0.02189287167857401, "loss_rpn_loc": 0.07380118686705828, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114730120083032, "mask_rcnn/false_negative": 0.08295735972358992, "mask_rcnn/false_positive": 0.10223182381292695, "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": 1.009360732510686, "total_loss": 0.6831765060778707}
{"data_time": 0.01792616257444024, "eta_seconds": 40488.92027238384, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.19171969863214106, "fast_rcnn/fg_cls_accuracy": 0.7863442822384428, "iteration": 229479, "loss_box_reg": 0.17898093722760677, "loss_cls": 0.1356134731322527, "loss_mask": 0.22051598876714706, "loss_rpn_cls": 0.022602617973461747, "loss_rpn_loc": 0.07140008243732154, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092260850882532, "mask_rcnn/false_negative": 0.08148298153954414, "mask_rcnn/false_positive": 0.0981702407974156, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9799876632168889, "total_loss": 0.6575464034103788}
{"data_time": 0.01663298113271594, "eta_seconds": 40472.11191197857, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.23217252017085904, "fast_rcnn/fg_cls_accuracy": 0.7589856838257691, "iteration": 229499, "loss_box_reg": 0.20939342491328716, "loss_cls": 0.15021014958620071, "loss_mask": 0.21352611482143402, "loss_rpn_cls": 0.025715891388244927, "loss_rpn_loc": 0.071654396597296, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089908440262557, "mask_rcnn/false_negative": 0.08267869772102633, "mask_rcnn/false_positive": 0.0960298337031761, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.9974411875009537, "total_loss": 0.6832367022288963}
{"data_time": 0.02513472270220518, "eta_seconds": 40448.950953260064, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.22413382878816507, "fast_rcnn/fg_cls_accuracy": 0.7514996334229411, "iteration": 229519, "loss_box_reg": 0.22421106696128845, "loss_cls": 0.1527699725702405, "loss_mask": 0.2166300192475319, "loss_rpn_cls": 0.024690920021384954, "loss_rpn_loc": 0.07096299016848207, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005400519106808, "mask_rcnn/false_negative": 0.08029372534667814, "mask_rcnn/false_positive": 0.12017896968098038, "roi_head/num_bg_samples": 429.625, "roi_head/num_fg_samples": 82.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0047174328938127, "total_loss": 0.7312804707325995}
{"data_time": 0.014580050017684698, "eta_seconds": 40469.458442488685, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.2807218828490806, "fast_rcnn/fg_cls_accuracy": 0.7140651210804766, "iteration": 229539, "loss_box_reg": 0.19417293556034565, "loss_cls": 0.1301893536001444, "loss_mask": 0.21782467514276505, "loss_rpn_cls": 0.021399211836978793, "loss_rpn_loc": 0.05313832580577582, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047158153921326, "mask_rcnn/false_negative": 0.08487701935637695, "mask_rcnn/false_positive": 0.10605901349042741, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0468881134875119, "total_loss": 0.6324123624362983}
{"data_time": 0.016987775452435017, "eta_seconds": 40430.528700985014, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24437697927835822, "fast_rcnn/fg_cls_accuracy": 0.7251247165532879, "iteration": 229559, "loss_box_reg": 0.20787408389151096, "loss_cls": 0.14587569329887629, "loss_mask": 0.22201691195368767, "loss_rpn_cls": 0.027454000839497894, "loss_rpn_loc": 0.06411835527978837, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050503740751853, "mask_rcnn/false_negative": 0.08881552457630217, "mask_rcnn/false_positive": 0.09730142361645028, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9916655016131699, "total_loss": 0.685143450013129}
{"data_time": 0.017150224652141333, "eta_seconds": 40432.72258126177, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22124515889437105, "fast_rcnn/fg_cls_accuracy": 0.7698344573881055, "iteration": 229579, "loss_box_reg": 0.1962781883776188, "loss_cls": 0.15759501606225967, "loss_mask": 0.21683661453425884, "loss_rpn_cls": 0.02558335685171187, "loss_rpn_loc": 0.06375871866475791, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069139000847648, "mask_rcnn/false_negative": 0.08058753135342026, "mask_rcnn/false_positive": 0.10474691835392759, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0191349550150335, "total_loss": 0.6740029157372192}
{"data_time": 0.01300507178530097, "eta_seconds": 40378.514674305916, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25184209398963286, "fast_rcnn/fg_cls_accuracy": 0.7360234922293977, "iteration": 229599, "loss_box_reg": 0.1977821858599782, "loss_cls": 0.14259744621813297, "loss_mask": 0.2225249782204628, "loss_rpn_cls": 0.023565909708850086, "loss_rpn_loc": 0.06553379015531391, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072040943242969, "mask_rcnn/false_negative": 0.09333103278201133, "mask_rcnn/false_positive": 0.0857823755651021, "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": 0.9630735889077187, "total_loss": 0.6669730082794558}
{"data_time": 0.01600508950650692, "eta_seconds": 40370.54275335744, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.24951555531960076, "fast_rcnn/fg_cls_accuracy": 0.7167630472527946, "iteration": 229619, "loss_box_reg": 0.1921919542364776, "loss_cls": 0.1396823562681675, "loss_mask": 0.21474826894700527, "loss_rpn_cls": 0.023955206212121993, "loss_rpn_loc": 0.06335138226859272, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071029200068947, "mask_rcnn/false_negative": 0.08313566432199332, "mask_rcnn/false_positive": 0.10791953594881751, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.0071370690129697, "total_loss": 0.6436403974657878}
{"data_time": 0.013638759031891823, "eta_seconds": 40350.54743748158, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24473684210526314, "fast_rcnn/fg_cls_accuracy": 0.7315108084567266, "iteration": 229639, "loss_box_reg": 0.20875417906790972, "loss_cls": 0.14825012162327766, "loss_mask": 0.22054914105683565, "loss_rpn_cls": 0.023763929115375504, "loss_rpn_loc": 0.07030739262700081, "lr": 1e-05, "mask_rcnn/accuracy": 0.9007062280377206, "mask_rcnn/false_negative": 0.08137827178680826, "mask_rcnn/false_positive": 0.11477652751444614, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0383123233914375, "total_loss": 0.6857579442439601}
{"data_time": 0.01905470248311758, "eta_seconds": 40330.552121605724, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22066326530612246, "fast_rcnn/fg_cls_accuracy": 0.774170918367347, "iteration": 229659, "loss_box_reg": 0.200160073582083, "loss_cls": 0.14603825472295284, "loss_mask": 0.22132999822497368, "loss_rpn_cls": 0.026019202428869903, "loss_rpn_loc": 0.07250075228512287, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979764327785804, "mask_rcnn/false_negative": 0.09498574823131642, "mask_rcnn/false_positive": 0.10537708989507225, "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": 0.9947771872393787, "total_loss": 0.6766916002088692}
{"data_time": 0.015386698767542839, "eta_seconds": 40329.425714313984, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2211593557012797, "fast_rcnn/fg_cls_accuracy": 0.7508130081300812, "iteration": 229679, "loss_box_reg": 0.20390691421926022, "loss_cls": 0.14193175174295902, "loss_mask": 0.2039519865065813, "loss_rpn_cls": 0.02684963244246319, "loss_rpn_loc": 0.07697222055867314, "lr": 1e-05, "mask_rcnn/accuracy": 0.9206062258566141, "mask_rcnn/false_negative": 0.07256025802399343, "mask_rcnn/false_positive": 0.08922064604592472, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0203550849109888, "total_loss": 0.6729814873688156}
{"data_time": 0.015025701839476824, "eta_seconds": 40312.684810115024, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2474259974259974, "fast_rcnn/fg_cls_accuracy": 0.7354748816613224, "iteration": 229699, "loss_box_reg": 0.18808559887111187, "loss_cls": 0.14641990046948195, "loss_mask": 0.2140608225017786, "loss_rpn_cls": 0.023120210389606655, "loss_rpn_loc": 0.06423085276037455, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984229314986809, "mask_rcnn/false_negative": 0.09081855395959496, "mask_rcnn/false_positive": 0.11452057844848226, "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": 1.0093846628442407, "total_loss": 0.6329202009947039}
{"data_time": 0.01875044498592615, "eta_seconds": 40316.03225834668, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23313125616805302, "fast_rcnn/fg_cls_accuracy": 0.7275338718678243, "iteration": 229719, "loss_box_reg": 0.22845343686640263, "loss_cls": 0.16056708432734013, "loss_mask": 0.22289294749498367, "loss_rpn_cls": 0.024027104023844004, "loss_rpn_loc": 0.0594135825522244, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056541510605155, "mask_rcnn/false_negative": 0.09719439735282961, "mask_rcnn/false_positive": 0.10139372149926537, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0311799100600183, "total_loss": 0.7204256558325142}
{"data_time": 0.019565448630601168, "eta_seconds": 40263.717296440154, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2306684350132626, "fast_rcnn/fg_cls_accuracy": 0.7353900970918568, "iteration": 229739, "loss_box_reg": 0.20275874249637127, "loss_cls": 0.14205204136669636, "loss_mask": 0.2228475995361805, "loss_rpn_cls": 0.021965990134049207, "loss_rpn_loc": 0.05151224823202938, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076619991533168, "mask_rcnn/false_negative": 0.08600997343469555, "mask_rcnn/false_positive": 0.10366310757936867, "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": 0.9602187774144113, "total_loss": 0.64120550500229}
{"data_time": 0.020529286935925484, "eta_seconds": 40243.71544979513, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2583100866245779, "fast_rcnn/fg_cls_accuracy": 0.7088570652911632, "iteration": 229759, "loss_box_reg": 0.20488282945007086, "loss_cls": 0.14839176461100578, "loss_mask": 0.215910442173481, "loss_rpn_cls": 0.03431289899162948, "loss_rpn_loc": 0.07146522542461753, "lr": 1e-05, "mask_rcnn/accuracy": 0.9014377099281212, "mask_rcnn/false_negative": 0.09019035378383114, "mask_rcnn/false_positive": 0.10524572939907514, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9971395712345839, "total_loss": 0.7297291207360104}
{"data_time": 0.017584994435310364, "eta_seconds": 40229.40233704634, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.19081348592638414, "fast_rcnn/fg_cls_accuracy": 0.7825908443756535, "iteration": 229779, "loss_box_reg": 0.21935071609914303, "loss_cls": 0.16514429170638323, "loss_mask": 0.22242380864918232, "loss_rpn_cls": 0.03167961718281731, "loss_rpn_loc": 0.07200961105991155, "lr": 1e-05, "mask_rcnn/accuracy": 0.9118641927925015, "mask_rcnn/false_negative": 0.08306292222014237, "mask_rcnn/false_positive": 0.09441725402971503, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0230659442022443, "total_loss": 0.7036431755404919}
{"data_time": 0.02407974749803543, "eta_seconds": 40145.908751897514, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24530305804797659, "fast_rcnn/fg_cls_accuracy": 0.747796817625459, "iteration": 229799, "loss_box_reg": 0.1790863173082471, "loss_cls": 0.1351570705883205, "loss_mask": 0.20682596042752266, "loss_rpn_cls": 0.025018116110004485, "loss_rpn_loc": 0.06788300932385027, "lr": 1e-05, "mask_rcnn/accuracy": 0.906558149755899, "mask_rcnn/false_negative": 0.07966342399258189, "mask_rcnn/false_positive": 0.11606159142753095, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9880752945318818, "total_loss": 0.6263758049462922}
{"data_time": 0.027530998457223177, "eta_seconds": 40136.57213368453, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.21513097792602348, "fast_rcnn/fg_cls_accuracy": 0.7657247615740123, "iteration": 229819, "loss_box_reg": 0.19240734446793795, "loss_cls": 0.14563845749944448, "loss_mask": 0.20817514695227146, "loss_rpn_cls": 0.024881331250071526, "loss_rpn_loc": 0.054902430856600404, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098800691835691, "mask_rcnn/false_negative": 0.07787243882780587, "mask_rcnn/false_positive": 0.09781192388784007, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9863935960456729, "total_loss": 0.6277584522904363}
{"data_time": 0.01611094642430544, "eta_seconds": 40129.617882445455, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23348116447220832, "fast_rcnn/fg_cls_accuracy": 0.7230496028001303, "iteration": 229839, "loss_box_reg": 0.21483399718999863, "loss_cls": 0.15946559514850378, "loss_mask": 0.22656689956784248, "loss_rpn_cls": 0.03051868441980332, "loss_rpn_loc": 0.07532455679029226, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036943716217858, "mask_rcnn/false_negative": 0.09553806330707998, "mask_rcnn/false_positive": 0.1025851786289704, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9992638104595244, "total_loss": 0.701417425298132}
{"data_time": 0.016263131983578205, "eta_seconds": 40109.633012982085, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2697198879551821, "fast_rcnn/fg_cls_accuracy": 0.6950704225352112, "iteration": 229859, "loss_box_reg": 0.2143131596967578, "loss_cls": 0.14893875271081924, "loss_mask": 0.23577840626239777, "loss_rpn_cls": 0.022577181458473206, "loss_rpn_loc": 0.07871595746837556, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042727313777194, "mask_rcnn/false_negative": 0.08950378020282823, "mask_rcnn/false_positive": 0.10747530042963822, "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": 1.025087504182011, "total_loss": 0.6813520503492327}
{"data_time": 0.01343852048739791, "eta_seconds": 40098.663582503796, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22752777544566646, "fast_rcnn/fg_cls_accuracy": 0.7495067159707098, "iteration": 229879, "loss_box_reg": 0.19575631944462657, "loss_cls": 0.1367570487782359, "loss_mask": 0.2173208501189947, "loss_rpn_cls": 0.024546924512833357, "loss_rpn_loc": 0.06757610809290782, "lr": 1e-05, "mask_rcnn/accuracy": 0.902644717731369, "mask_rcnn/false_negative": 0.08136534135587299, "mask_rcnn/false_positive": 0.11430382832240209, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9794056662358344, "total_loss": 0.6427676664898172}
{"data_time": 0.02083564316853881, "eta_seconds": 40043.7699793838, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.18708583456770875, "fast_rcnn/fg_cls_accuracy": 0.8073954775390203, "iteration": 229899, "loss_box_reg": 0.172490106895566, "loss_cls": 0.13213852979242802, "loss_mask": 0.20422455482184887, "loss_rpn_cls": 0.019657107419334352, "loss_rpn_loc": 0.055576466489583254, "lr": 1e-05, "mask_rcnn/accuracy": 0.9222781751366946, "mask_rcnn/false_negative": 0.07715470133279803, "mask_rcnn/false_positive": 0.08397362590460285, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.9584510950371623, "total_loss": 0.579927288723411}
{"data_time": 0.017571992706507444, "eta_seconds": 40023.79802428186, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.19353485821208505, "fast_rcnn/fg_cls_accuracy": 0.7844531843465903, "iteration": 229919, "loss_box_reg": 0.19734396133571863, "loss_cls": 0.13988961232826114, "loss_mask": 0.21427848190069199, "loss_rpn_cls": 0.028666835220064968, "loss_rpn_loc": 0.07053031260147691, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071877160421682, "mask_rcnn/false_negative": 0.07654051427368402, "mask_rcnn/false_positive": 0.10226851378760549, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9671800290234387, "total_loss": 0.6648004181915894}
{"data_time": 0.022320833057165146, "eta_seconds": 40035.553700188175, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2402633670597839, "fast_rcnn/fg_cls_accuracy": 0.7386509764739622, "iteration": 229939, "loss_box_reg": 0.20032227504998446, "loss_cls": 0.14920486230403185, "loss_mask": 0.2187899872660637, "loss_rpn_cls": 0.024004408216569573, "loss_rpn_loc": 0.0647948575206101, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072528723270467, "mask_rcnn/false_negative": 0.08051978082192984, "mask_rcnn/false_positive": 0.10205756839253594, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0355491493828595, "total_loss": 0.6513338489457965}
{"data_time": 0.014424950815737247, "eta_seconds": 39996.7234502919, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2524390243902439, "fast_rcnn/fg_cls_accuracy": 0.7088562890518881, "iteration": 229959, "loss_box_reg": 0.20669825561344624, "loss_cls": 0.15885668992996216, "loss_mask": 0.2239592857658863, "loss_rpn_cls": 0.02060954994522035, "loss_rpn_loc": 0.06491966790053993, "lr": 1e-05, "mask_rcnn/accuracy": 0.8938006155776883, "mask_rcnn/false_negative": 0.10628636427650326, "mask_rcnn/false_positive": 0.10595850815613622, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9915480180643499, "total_loss": 0.6883501786505803}
{"data_time": 0.015391275752335787, "eta_seconds": 39976.7450669501, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.23281812725090034, "fast_rcnn/fg_cls_accuracy": 0.7495832688903783, "iteration": 229979, "loss_box_reg": 0.20213477034121752, "loss_cls": 0.14901375491172075, "loss_mask": 0.2182447537779808, "loss_rpn_cls": 0.02898612100398168, "loss_rpn_loc": 0.08280945895239711, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994574326441103, "mask_rcnn/false_negative": 0.0882742874852308, "mask_rcnn/false_positive": 0.11309862121481228, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 209.375, "rpn/num_pos_anchors": 46.625, "time": 1.0278565175831318, "total_loss": 0.6719567452237243}
{"bbox/AP": 46.20392226536839, "bbox/AP-airplane": 68.4082127293845, "bbox/AP-apple": 23.83477325544325, "bbox/AP-backpack": 20.480622429320643, "bbox/AP-banana": 29.349057170118957, "bbox/AP-baseball bat": 38.98169167731887, "bbox/AP-baseball glove": 43.09873248532873, "bbox/AP-bear": 75.79582501368091, "bbox/AP-bed": 45.73646449192919, "bbox/AP-bench": 28.837946920393943, "bbox/AP-bicycle": 35.39830062025459, "bbox/AP-bird": 39.586365444718425, "bbox/AP-boat": 31.495147691754898, "bbox/AP-book": 18.362759828350086, "bbox/AP-bottle": 42.635989072347186, "bbox/AP-bowl": 45.81725326530463, "bbox/AP-broccoli": 26.67488880102723, "bbox/AP-bus": 69.3831636633741, "bbox/AP-cake": 42.186228504760884, "bbox/AP-car": 48.650026248766174, "bbox/AP-carrot": 25.40740054118879, "bbox/AP-cat": 69.43859989313862, "bbox/AP-cell phone": 40.49209168454897, "bbox/AP-chair": 32.571290500592085, "bbox/AP-clock": 53.29412238832535, "bbox/AP-couch": 47.97287291064972, "bbox/AP-cow": 62.599295913801036, "bbox/AP-cup": 47.09874163459024, "bbox/AP-dining table": 30.73396707560054, "bbox/AP-dog": 69.42254019619382, "bbox/AP-donut": 55.07947308460902, "bbox/AP-elephant": 67.35725392261017, "bbox/AP-fire hydrant": 71.29159379672308, "bbox/AP-fork": 41.121688978369484, "bbox/AP-frisbee": 69.92024212420037, "bbox/AP-giraffe": 68.67347594234448, "bbox/AP-hair drier": 4.508758568164508, "bbox/AP-handbag": 20.71105032023879, "bbox/AP-horse": 62.55936976343619, "bbox/AP-hot dog": 37.511406613453715, "bbox/AP-keyboard": 53.1774963977361, "bbox/AP-kite": 47.37749683507529, "bbox/AP-knife": 26.825550963915894, "bbox/AP-laptop": 63.95354422999002, "bbox/AP-microwave": 58.50428318241296, "bbox/AP-motorcycle": 48.25385167068975, "bbox/AP-mouse": 66.73937560383442, "bbox/AP-orange": 32.71625629885474, "bbox/AP-oven": 38.59162062031316, "bbox/AP-parking meter": 48.45977931494382, "bbox/AP-person": 57.94608338502984, "bbox/AP-pizza": 54.84685231413937, "bbox/AP-potted plant": 30.587709540043267, "bbox/AP-refrigerator": 58.472080952159445, "bbox/AP-remote": 39.76744209065679, "bbox/AP-sandwich": 39.31136374710796, "bbox/AP-scissors": 36.14260961511812, "bbox/AP-sheep": 56.74361465722304, "bbox/AP-sink": 40.170401817806614, "bbox/AP-skateboard": 55.90471652352078, "bbox/AP-skis": 30.691254719275747, "bbox/AP-snowboard": 44.643068387749054, "bbox/AP-spoon": 23.17393271189796, "bbox/AP-sports ball": 52.09348483942485, "bbox/AP-stop sign": 71.11771126580717, "bbox/AP-suitcase": 45.098709659229755, "bbox/AP-surfboard": 44.505879224374695, "bbox/AP-teddy bear": 52.252092458011504, "bbox/AP-tennis racket": 52.78077707447713, "bbox/AP-tie": 38.37601545328669, "bbox/AP-toaster": 46.03637837752345, "bbox/AP-toilet": 64.55679763418505, "bbox/AP-toothbrush": 33.4416353777654, "bbox/AP-traffic light": 30.84260934374492, "bbox/AP-train": 66.36355962645554, "bbox/AP-truck": 41.38156190133772, "bbox/AP-tv": 58.14767496713659, "bbox/AP-umbrella": 43.578391488118925, "bbox/AP-vase": 42.252664539908864, "bbox/AP-wine glass": 39.927081246544475, "bbox/AP-zebra": 68.08168600628886, "bbox/AP50": 68.09485895113329, "bbox/AP75": 50.560935999633635, "bbox/APl": 58.676160499716524, "bbox/APm": 49.49588015249147, "bbox/APs": 31.07112030851501, "data_time": 0.0124844741076231, "eta_seconds": 39965.897127985954, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2070783631936483, "fast_rcnn/fg_cls_accuracy": 0.7631437721042351, "iteration": 229999, "loss_box_reg": 0.20803511887788773, "loss_cls": 0.14527183584868908, "loss_mask": 0.20985566824674606, "loss_rpn_cls": 0.025989189511165023, "loss_rpn_loc": 0.07414027769118547, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089559952026678, "mask_rcnn/false_negative": 0.08028905298715017, "mask_rcnn/false_positive": 0.10281418739257768, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "segm/AP": 42.08721950849335, "segm/AP-airplane": 56.06364333417906, "segm/AP-apple": 23.56346936707927, "segm/AP-backpack": 20.479722749845834, "segm/AP-banana": 24.55725470697894, "segm/AP-baseball bat": 30.31650456837267, "segm/AP-baseball glove": 45.90677798926585, "segm/AP-bear": 76.68181464974492, "segm/AP-bed": 36.13396543061628, "segm/AP-bench": 21.323857450501652, "segm/AP-bicycle": 22.097728397086108, "segm/AP-bird": 34.47009334972187, "segm/AP-boat": 27.70728675026196, "segm/AP-book": 13.099823640744457, "segm/AP-bottle": 41.44538465592013, "segm/AP-bowl": 43.18945244381208, "segm/AP-broccoli": 24.93556375383596, "segm/AP-bus": 67.27616196961047, "segm/AP-cake": 42.43436067305904, "segm/AP-car": 45.798712947518794, "segm/AP-carrot": 22.162499934258744, "segm/AP-cat": 70.1857143979353, "segm/AP-cell phone": 39.4317878577571, "segm/AP-chair": 23.510747677878765, "segm/AP-clock": 53.70821931880776, "segm/AP-couch": 40.99501484593415, "segm/AP-cow": 55.59949176673098, "segm/AP-cup": 47.40617204588173, "segm/AP-dining table": 18.776001904871382, "segm/AP-dog": 65.83206994917457, "segm/AP-donut": 54.308880874555975, "segm/AP-elephant": 61.54582163143642, "segm/AP-fire hydrant": 67.60872997140427, "segm/AP-fork": 21.811202589056382, "segm/AP-frisbee": 68.64556750275925, "segm/AP-giraffe": 55.73750219001903, "segm/AP-hair drier": 5.506572635285507, "segm/AP-handbag": 20.573740834916023, "segm/AP-horse": 45.66380966301485, "segm/AP-hot dog": 30.583055236506024, "segm/AP-keyboard": 52.05345110012496, "segm/AP-kite": 35.5006793852076, "segm/AP-knife": 18.76768678356756, "segm/AP-laptop": 64.43094847963884, "segm/AP-microwave": 60.87758343159999, "segm/AP-motorcycle": 37.68240329584272, "segm/AP-mouse": 64.47187791554356, "segm/AP-orange": 32.94173067431809, "segm/AP-oven": 35.99366200871133, "segm/AP-parking meter": 49.48399095525659, "segm/AP-person": 51.19579658819907, "segm/AP-pizza": 53.34617672678481, "segm/AP-potted plant": 26.756157909037658, "segm/AP-refrigerator": 62.29752580173442, "segm/AP-remote": 37.55154687456869, "segm/AP-sandwich": 40.22257411862197, "segm/AP-scissors": 26.74969892663299, "segm/AP-sheep": 50.606510568002705, "segm/AP-sink": 38.13216345196376, "segm/AP-skateboard": 37.626367547918065, "segm/AP-skis": 5.548465402480424, "segm/AP-snowboard": 28.789365558516817, "segm/AP-spoon": 16.214662737794413, "segm/AP-sports ball": 52.2492957295193, "segm/AP-stop sign": 68.86529873900251, "segm/AP-suitcase": 47.29491998489384, "segm/AP-surfboard": 38.36404552870163, "segm/AP-teddy bear": 50.88797412979944, "segm/AP-tennis racket": 59.50869287688276, "segm/AP-tie": 35.882855209028044, "segm/AP-toaster": 50.83873849427145, "segm/AP-toilet": 61.565765358660485, "segm/AP-toothbrush": 21.93265596130875, "segm/AP-traffic light": 29.95183319630777, "segm/AP-train": 64.98563728545791, "segm/AP-truck": 40.878526839700946, "segm/AP-tv": 60.99795386341843, "segm/AP-umbrella": 51.532809523899125, "segm/AP-vase": 41.83337376047996, "segm/AP-wine glass": 36.18616865538955, "segm/AP-zebra": 58.905807644340214, "segm/AP50": 65.08483141737811, "segm/AP75": 45.36823773426117, "segm/APl": 58.84272474187402, "segm/APm": 44.83238384093562, "segm/APs": 23.9033441402223, "time": 0.9895553737878799, "total_loss": 0.6599554473068565}
{"data_time": 0.01617844495922327, "eta_seconds": 39904.900158392265, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.22069780372532666, "fast_rcnn/fg_cls_accuracy": 0.7581183577073304, "iteration": 230019, "loss_box_reg": 0.20592336263507605, "loss_cls": 0.15165903978049755, "loss_mask": 0.23569385893642902, "loss_rpn_cls": 0.02503839528071694, "loss_rpn_loc": 0.07219317206181586, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064373973978048, "mask_rcnn/false_negative": 0.0903699153375162, "mask_rcnn/false_positive": 0.11135800444124172, "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": 0.9862914998084307, "total_loss": 0.7109363776398823}
{"data_time": 0.013623516540974379, "eta_seconds": 39853.36806328967, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.1819121447028424, "fast_rcnn/fg_cls_accuracy": 0.7980392156862746, "iteration": 230039, "loss_box_reg": 0.19433627929538488, "loss_cls": 0.14587544836103916, "loss_mask": 0.2106314767152071, "loss_rpn_cls": 0.02379351860145107, "loss_rpn_loc": 0.06254286784678698, "lr": 1e-05, "mask_rcnn/accuracy": 0.9138831667216791, "mask_rcnn/false_negative": 0.07179698659319025, "mask_rcnn/false_positive": 0.09326314667912688, "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": 0.997976538259536, "total_loss": 0.623597898404114}
{"data_time": 0.014589107595384121, "eta_seconds": 39851.93234545179, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2647150144156132, "fast_rcnn/fg_cls_accuracy": 0.7127187627187628, "iteration": 230059, "loss_box_reg": 0.19681492075324059, "loss_cls": 0.14568891935050488, "loss_mask": 0.23041988164186478, "loss_rpn_cls": 0.028489056159742177, "loss_rpn_loc": 0.08425175491720438, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042808143174852, "mask_rcnn/false_negative": 0.08814005427669878, "mask_rcnn/false_positive": 0.10875871011340223, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 208.375, "rpn/num_pos_anchors": 47.625, "time": 1.0221482794731855, "total_loss": 0.6773865792783909}
{"data_time": 0.016880385112017393, "eta_seconds": 39845.012864507735, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.25150519978106184, "fast_rcnn/fg_cls_accuracy": 0.7289700981082476, "iteration": 230079, "loss_box_reg": 0.20930472388863564, "loss_cls": 0.15945181343704462, "loss_mask": 0.22010880336165428, "loss_rpn_cls": 0.02993713691830635, "loss_rpn_loc": 0.07522581145167351, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046648044389546, "mask_rcnn/false_negative": 0.07405329849190878, "mask_rcnn/false_positive": 0.11099475009702994, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9909279537387192, "total_loss": 0.7331647485261783}
{"data_time": 0.0165833686478436, "eta_seconds": 39844.62908031419, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.25563134018020284, "fast_rcnn/fg_cls_accuracy": 0.7342952554974482, "iteration": 230099, "loss_box_reg": 0.21472973749041557, "loss_cls": 0.15711435582488775, "loss_mask": 0.22901547700166702, "loss_rpn_cls": 0.03112664434593171, "loss_rpn_loc": 0.0819612960331142, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037329847614568, "mask_rcnn/false_negative": 0.09135503897101552, "mask_rcnn/false_positive": 0.10602171704024249, "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": 1.0176260746084154, "total_loss": 0.6985254454193637}
{"data_time": 0.01638771779835224, "eta_seconds": 39836.89638355747, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22204251092064542, "fast_rcnn/fg_cls_accuracy": 0.7743278868073509, "iteration": 230119, "loss_box_reg": 0.2044701799750328, "loss_cls": 0.15009309560991824, "loss_mask": 0.22317766025662422, "loss_rpn_cls": 0.025647789356298745, "loss_rpn_loc": 0.06316061725374311, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071049904336734, "mask_rcnn/false_negative": 0.07695144563371074, "mask_rcnn/false_positive": 0.11263898883438594, "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": 1.0060275895521045, "total_loss": 0.6879900698550045}
{"data_time": 0.013126578647643328, "eta_seconds": 39850.66454058513, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.24414916470796372, "fast_rcnn/fg_cls_accuracy": 0.7440752152503816, "iteration": 230139, "loss_box_reg": 0.19086889177560806, "loss_cls": 0.1285411915741861, "loss_mask": 0.21403829380869865, "loss_rpn_cls": 0.020301729964558035, "loss_rpn_loc": 0.06600241316482425, "lr": 1e-05, "mask_rcnn/accuracy": 0.911203387987432, "mask_rcnn/false_negative": 0.0702869624690072, "mask_rcnn/false_positive": 0.1093551590430551, "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": 1.0130541054531932, "total_loss": 0.6350234393030405}
{"data_time": 0.016761265229433775, "eta_seconds": 39839.90288056433, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2703230188228621, "fast_rcnn/fg_cls_accuracy": 0.6983060316657179, "iteration": 230159, "loss_box_reg": 0.2000102298334241, "loss_cls": 0.1534241270273924, "loss_mask": 0.2176029086112976, "loss_rpn_cls": 0.022870916756801307, "loss_rpn_loc": 0.061227991711348295, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031944761317481, "mask_rcnn/false_negative": 0.08979043642849888, "mask_rcnn/false_positive": 0.10056205880381053, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0095862415619195, "total_loss": 0.669128380366601}
{"data_time": 0.013224411755800247, "eta_seconds": 39819.90292931907, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.24565257973262108, "fast_rcnn/fg_cls_accuracy": 0.7105590532441963, "iteration": 230179, "loss_box_reg": 0.19891689531505108, "loss_cls": 0.14382099453359842, "loss_mask": 0.22131151519715786, "loss_rpn_cls": 0.021701657911762595, "loss_rpn_loc": 0.06601030193269253, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049793893229507, "mask_rcnn/false_negative": 0.08290379362319827, "mask_rcnn/false_positive": 0.10065552410521136, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0071875522844493, "total_loss": 0.6559444032609463}
{"data_time": 0.016258717514574528, "eta_seconds": 39810.626189783216, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2212539184952978, "fast_rcnn/fg_cls_accuracy": 0.7337954333643989, "iteration": 230199, "loss_box_reg": 0.1887432001531124, "loss_cls": 0.131900183390826, "loss_mask": 0.21522708237171173, "loss_rpn_cls": 0.02239385526627302, "loss_rpn_loc": 0.05817131558433175, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089407667455698, "mask_rcnn/false_negative": 0.08492467328274952, "mask_rcnn/false_positive": 0.10172838145870965, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.013963706791401, "total_loss": 0.589319744380191}
{"data_time": 0.01624220935627818, "eta_seconds": 39797.180867381394, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.24057996692652966, "fast_rcnn/fg_cls_accuracy": 0.7330488145448296, "iteration": 230219, "loss_box_reg": 0.18382875993847847, "loss_cls": 0.14074397552758455, "loss_mask": 0.2116248980164528, "loss_rpn_cls": 0.026727107324404642, "loss_rpn_loc": 0.05428533453959972, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056255161271806, "mask_rcnn/false_negative": 0.08645230749061805, "mask_rcnn/false_positive": 0.096344089330095, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9956225515343249, "total_loss": 0.6242674011155032}
{"data_time": 0.01481458405032754, "eta_seconds": 39825.1132491976, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.24318475452196384, "fast_rcnn/fg_cls_accuracy": 0.7373708010335918, "iteration": 230239, "loss_box_reg": 0.19348065089434385, "loss_cls": 0.14240438491106033, "loss_mask": 0.21545914188027382, "loss_rpn_cls": 0.02076578076230362, "loss_rpn_loc": 0.07062752719502896, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001272446635296, "mask_rcnn/false_negative": 0.08201005351930205, "mask_rcnn/false_positive": 0.10561654904514658, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0315235680900514, "total_loss": 0.6514078025356866}
{"data_time": 0.01449422538280487, "eta_seconds": 39765.80532616936, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.228365202932507, "fast_rcnn/fg_cls_accuracy": 0.7426216152657394, "iteration": 230259, "loss_box_reg": 0.1909575816243887, "loss_cls": 0.13880571257323027, "loss_mask": 0.21440213173627853, "loss_rpn_cls": 0.019308596500195563, "loss_rpn_loc": 0.06258896412327886, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112977681575163, "mask_rcnn/false_negative": 0.076371091913469, "mask_rcnn/false_positive": 0.10056836148114187, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9820266081951559, "total_loss": 0.62118841681513}
{"data_time": 0.01705744583159685, "eta_seconds": 39745.79233909026, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22330494922843208, "fast_rcnn/fg_cls_accuracy": 0.7540322580645161, "iteration": 230279, "loss_box_reg": 0.1840960793197155, "loss_cls": 0.15053580701351166, "loss_mask": 0.20446119457483292, "loss_rpn_cls": 0.024330402491614223, "loss_rpn_loc": 0.0572882832493633, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113218266695711, "mask_rcnn/false_negative": 0.0729081597315262, "mask_rcnn/false_positive": 0.10309595517900857, "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": 0.9720963099971414, "total_loss": 0.6271059801802039}
{"data_time": 0.013516681268811226, "eta_seconds": 39690.702013578266, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.22713637693883523, "fast_rcnn/fg_cls_accuracy": 0.7467914438502674, "iteration": 230299, "loss_box_reg": 0.20169243589043617, "loss_cls": 0.1424442520365119, "loss_mask": 0.21351957693696022, "loss_rpn_cls": 0.021609173592878506, "loss_rpn_loc": 0.06749885459430516, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039565193165874, "mask_rcnn/false_negative": 0.07342554341117784, "mask_rcnn/false_positive": 0.09678995172162545, "roi_head/num_bg_samples": 460.625, "roi_head/num_fg_samples": 51.375, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9488665023818612, "total_loss": 0.6534569121431559}
{"data_time": 0.013751145917922258, "eta_seconds": 39678.15451025963, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2602444126389959, "fast_rcnn/fg_cls_accuracy": 0.7174005803038062, "iteration": 230319, "loss_box_reg": 0.19622966926544905, "loss_cls": 0.1390461791306734, "loss_mask": 0.21752115339040756, "loss_rpn_cls": 0.03083660115953535, "loss_rpn_loc": 0.06787374359555542, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148011146042643, "mask_rcnn/false_negative": 0.08182173633220408, "mask_rcnn/false_positive": 0.10168703501827613, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0054619968868792, "total_loss": 0.6677102175308391}
{"data_time": 0.018026272300630808, "eta_seconds": 39635.09907393716, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2023365730262282, "fast_rcnn/fg_cls_accuracy": 0.7749549991818033, "iteration": 230339, "loss_box_reg": 0.1836948422715068, "loss_cls": 0.1393966218456626, "loss_mask": 0.21925910376012325, "loss_rpn_cls": 0.028253719327040017, "loss_rpn_loc": 0.0770841499324888, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072134100639493, "mask_rcnn/false_negative": 0.08878278140039955, "mask_rcnn/false_positive": 0.09151671240015578, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9698084918782115, "total_loss": 0.6392123032128438}
{"data_time": 0.019217703491449356, "eta_seconds": 39597.15578345582, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2348123409669211, "fast_rcnn/fg_cls_accuracy": 0.7416575790621592, "iteration": 230359, "loss_box_reg": 0.2020672895014286, "loss_cls": 0.1504740510135889, "loss_mask": 0.2286156602203846, "loss_rpn_cls": 0.025873670470900834, "loss_rpn_loc": 0.05942012619925663, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019366277937839, "mask_rcnn/false_negative": 0.08354125706333795, "mask_rcnn/false_positive": 0.10532707073348659, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9791535814292729, "total_loss": 0.660734951030463}
{"data_time": 0.01514482032507658, "eta_seconds": 39618.218571608886, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.22181372549019607, "fast_rcnn/fg_cls_accuracy": 0.7568384264586796, "iteration": 230379, "loss_box_reg": 0.20113286096602678, "loss_cls": 0.1434362893924117, "loss_mask": 0.21877381578087807, "loss_rpn_cls": 0.024466529430355877, "loss_rpn_loc": 0.07221966458018869, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033275422237861, "mask_rcnn/false_negative": 0.07980023758815102, "mask_rcnn/false_positive": 0.08833750597326798, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0113599789328873, "total_loss": 0.6548533795867115}
{"data_time": 0.017633152659982443, "eta_seconds": 39603.630153648555, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.242698718831795, "fast_rcnn/fg_cls_accuracy": 0.7070907021952492, "iteration": 230399, "loss_box_reg": 0.17906537745147943, "loss_cls": 0.15030077937990427, "loss_mask": 0.2101687639951706, "loss_rpn_cls": 0.02403816016158089, "loss_rpn_loc": 0.06936937803402543, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040796788282806, "mask_rcnn/false_negative": 0.08878035075196017, "mask_rcnn/false_positive": 0.09456557455830505, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0067489771172404, "total_loss": 0.6337333953706548}
{"data_time": 0.017992102075368166, "eta_seconds": 39605.701429536566, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22758317197676464, "fast_rcnn/fg_cls_accuracy": 0.7514188829978303, "iteration": 230419, "loss_box_reg": 0.17975100874900818, "loss_cls": 0.14128262177109718, "loss_mask": 0.2063698060810566, "loss_rpn_cls": 0.019678255455801263, "loss_rpn_loc": 0.0556018918287009, "lr": 1e-05, "mask_rcnn/accuracy": 0.9180366750776626, "mask_rcnn/false_negative": 0.07982895764377827, "mask_rcnn/false_positive": 0.08251698613288459, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 1.009552489966154, "total_loss": 0.6228061683941633}
{"data_time": 0.015169850084930658, "eta_seconds": 39596.59837219864, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22244008714596952, "fast_rcnn/fg_cls_accuracy": 0.7665043529585363, "iteration": 230439, "loss_box_reg": 0.19094170164316893, "loss_cls": 0.14713936764746904, "loss_mask": 0.21636470220983028, "loss_rpn_cls": 0.021718027885071933, "loss_rpn_loc": 0.057820892659947276, "lr": 1e-05, "mask_rcnn/accuracy": 0.912001627193868, "mask_rcnn/false_negative": 0.07751569721530291, "mask_rcnn/false_positive": 0.09136369684045761, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9768080641515553, "total_loss": 0.6413944061787333}
{"data_time": 0.0167475463822484, "eta_seconds": 39576.579869482666, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.22596758001446193, "fast_rcnn/fg_cls_accuracy": 0.7257127570129176, "iteration": 230459, "loss_box_reg": 0.203782276250422, "loss_cls": 0.1524727325886488, "loss_mask": 0.22418181598186493, "loss_rpn_cls": 0.022723250032868236, "loss_rpn_loc": 0.055042244493961334, "lr": 1e-05, "mask_rcnn/accuracy": 0.913394640407964, "mask_rcnn/false_negative": 0.0760606719856774, "mask_rcnn/false_positive": 0.09467881860098132, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0124382642097771, "total_loss": 0.6577337778217043}
{"data_time": 0.025981485843658447, "eta_seconds": 39614.15524445474, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.19597959795979597, "fast_rcnn/fg_cls_accuracy": 0.7820616883116883, "iteration": 230479, "loss_box_reg": 0.20744060166180134, "loss_cls": 0.15124394372105598, "loss_mask": 0.2284145373851061, "loss_rpn_cls": 0.027928219293244183, "loss_rpn_loc": 0.08379451557993889, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058568744733699, "mask_rcnn/false_negative": 0.08869462648925537, "mask_rcnn/false_positive": 0.0947046429781214, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0236279084347188, "total_loss": 0.6887143820640631}
{"data_time": 0.014444311149418354, "eta_seconds": 39594.10759503953, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24823740175681924, "fast_rcnn/fg_cls_accuracy": 0.7428571428571429, "iteration": 230499, "loss_box_reg": 0.20730705745518208, "loss_cls": 0.14493940863758326, "loss_mask": 0.22137277852743864, "loss_rpn_cls": 0.02882878656964749, "loss_rpn_loc": 0.08537846617400646, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071414262820513, "mask_rcnn/false_negative": 0.08459523289297761, "mask_rcnn/false_positive": 0.09517394008078753, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0007866248488426, "total_loss": 0.6963327350094914}
{"data_time": 0.014658564701676369, "eta_seconds": 39535.443284623325, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.21754049445865303, "fast_rcnn/fg_cls_accuracy": 0.761461444850094, "iteration": 230519, "loss_box_reg": 0.1897271703928709, "loss_cls": 0.13735525961965322, "loss_mask": 0.22340950183570385, "loss_rpn_cls": 0.02543421508744359, "loss_rpn_loc": 0.06195391854271293, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063333714149795, "mask_rcnn/false_negative": 0.07556148872316297, "mask_rcnn/false_positive": 0.10748826235396396, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9437732761725783, "total_loss": 0.6328395325108431}
{"data_time": 0.01910613849759102, "eta_seconds": 39489.5585856121, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2223960506188291, "fast_rcnn/fg_cls_accuracy": 0.7736572890025575, "iteration": 230539, "loss_box_reg": 0.20072244107723236, "loss_cls": 0.14783058129251003, "loss_mask": 0.22664877772331238, "loss_rpn_cls": 0.0256245803902857, "loss_rpn_loc": 0.07740164175629616, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061865999553733, "mask_rcnn/false_negative": 0.07650931557401425, "mask_rcnn/false_positive": 0.11149729786716167, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9672734765335917, "total_loss": 0.6654454780509695}
{"data_time": 0.015043121762573719, "eta_seconds": 39499.44487977773, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24245051455851557, "fast_rcnn/fg_cls_accuracy": 0.7317002118644068, "iteration": 230559, "loss_box_reg": 0.1900128135457635, "loss_cls": 0.151064183562994, "loss_mask": 0.21724766120314598, "loss_rpn_cls": 0.024067188845947385, "loss_rpn_loc": 0.06453556846827269, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011095445486651, "mask_rcnn/false_negative": 0.07852541925766311, "mask_rcnn/false_positive": 0.11578410957134926, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.028935190755874, "total_loss": 0.631190562271513}
{"data_time": 0.016169887501746416, "eta_seconds": 39479.41473531537, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23934789490345046, "fast_rcnn/fg_cls_accuracy": 0.7247417485512724, "iteration": 230579, "loss_box_reg": 0.19645051565021276, "loss_cls": 0.141155238263309, "loss_mask": 0.21845141611993313, "loss_rpn_cls": 0.023431883950252086, "loss_rpn_loc": 0.06921016681008041, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031986281370518, "mask_rcnn/false_negative": 0.09104353232602044, "mask_rcnn/false_positive": 0.10470791284855926, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0115957972593606, "total_loss": 0.6360554459970444}
{"data_time": 0.025032831355929375, "eta_seconds": 39493.86934796348, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2634635149023638, "fast_rcnn/fg_cls_accuracy": 0.7238526756599046, "iteration": 230599, "loss_box_reg": 0.19564172439277172, "loss_cls": 0.148411157540977, "loss_mask": 0.22349494509398937, "loss_rpn_cls": 0.02342036133632064, "loss_rpn_loc": 0.06315039924811572, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950926064684885, "mask_rcnn/false_negative": 0.09673929585499627, "mask_rcnn/false_positive": 0.1122706407186202, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0156331951729953, "total_loss": 0.6539040496572852}
{"data_time": 0.015500212088227272, "eta_seconds": 39426.47916967049, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22000121514065252, "fast_rcnn/fg_cls_accuracy": 0.7541390728476821, "iteration": 230619, "loss_box_reg": 0.19325150735676289, "loss_cls": 0.1306626321747899, "loss_mask": 0.21902382373809814, "loss_rpn_cls": 0.022227571753319353, "loss_rpn_loc": 0.0692633306607604, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058964814293811, "mask_rcnn/false_negative": 0.09005242014467368, "mask_rcnn/false_positive": 0.08996677752958684, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9712344221770763, "total_loss": 0.6436168764485046}
{"data_time": 0.014424457680433989, "eta_seconds": 39391.85477167368, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24371279761904763, "fast_rcnn/fg_cls_accuracy": 0.7383713942307693, "iteration": 230639, "loss_box_reg": 0.20012806821614504, "loss_cls": 0.14996285550296307, "loss_mask": 0.21956204622983932, "loss_rpn_cls": 0.024745175265707076, "loss_rpn_loc": 0.07146715931594372, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025701397423821, "mask_rcnn/false_negative": 0.0955938683638084, "mask_rcnn/false_positive": 0.10469055543256311, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0041451887227595, "total_loss": 0.6768499852041714}
{"data_time": 0.01389809837564826, "eta_seconds": 39364.65282083489, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23070643642072214, "fast_rcnn/fg_cls_accuracy": 0.7583241758241759, "iteration": 230659, "loss_box_reg": 0.2028104066848755, "loss_cls": 0.14986981358379126, "loss_mask": 0.221600784920156, "loss_rpn_cls": 0.030622669321019202, "loss_rpn_loc": 0.07680615864228457, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028267755517563, "mask_rcnn/false_negative": 0.09006929573990566, "mask_rcnn/false_positive": 0.11480962854176015, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9722402160987258, "total_loss": 0.6898021179949865}
{"data_time": 0.015428554732352495, "eta_seconds": 39328.26757129282, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.21566998892580286, "fast_rcnn/fg_cls_accuracy": 0.770979020979021, "iteration": 230679, "loss_box_reg": 0.1885008979588747, "loss_cls": 0.13699790183454752, "loss_mask": 0.21318518929183483, "loss_rpn_cls": 0.023286205250769854, "loss_rpn_loc": 0.05748760933056474, "lr": 1e-05, "mask_rcnn/accuracy": 0.9201246335770843, "mask_rcnn/false_negative": 0.0798896356913662, "mask_rcnn/false_positive": 0.08350236488198634, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9975620065815747, "total_loss": 0.630523152067326}
{"data_time": 0.02497478062286973, "eta_seconds": 39315.133900148794, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.22509934206240637, "fast_rcnn/fg_cls_accuracy": 0.745967801220319, "iteration": 230699, "loss_box_reg": 0.1848130589351058, "loss_cls": 0.14142679702490568, "loss_mask": 0.2083837240934372, "loss_rpn_cls": 0.022816273412900046, "loss_rpn_loc": 0.06049603666178882, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056771757009445, "mask_rcnn/false_negative": 0.09051307709826628, "mask_rcnn/false_positive": 0.10201501179749824, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0244237184524536, "total_loss": 0.6408931125770323}
{"data_time": 0.017614770215004683, "eta_seconds": 39250.4873714596, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21508367254635913, "fast_rcnn/fg_cls_accuracy": 0.7692017450772315, "iteration": 230719, "loss_box_reg": 0.19312839396297932, "loss_cls": 0.14461737731471658, "loss_mask": 0.21425275318324566, "loss_rpn_cls": 0.021778246271423995, "loss_rpn_loc": 0.06260051112622023, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982188103281853, "mask_rcnn/false_negative": 0.08228387192507952, "mask_rcnn/false_positive": 0.12439210354758976, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.987694623414427, "total_loss": 0.6231719321513083}
{"data_time": 0.016301258001476526, "eta_seconds": 39269.9077637773, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2229526714108212, "fast_rcnn/fg_cls_accuracy": 0.7529086001489204, "iteration": 230739, "loss_box_reg": 0.20691628754138947, "loss_cls": 0.1575936540029943, "loss_mask": 0.2215233612805605, "loss_rpn_cls": 0.02628098602872342, "loss_rpn_loc": 0.06572713190689683, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008104119408089, "mask_rcnn/false_negative": 0.09291596453992024, "mask_rcnn/false_positive": 0.09928318894814937, "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": 1.0223566028289497, "total_loss": 0.6906142481602728}
{"data_time": 0.018242784775793552, "eta_seconds": 39255.11079495773, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.26214539007092197, "fast_rcnn/fg_cls_accuracy": 0.7267002378887926, "iteration": 230759, "loss_box_reg": 0.2033109674230218, "loss_cls": 0.15654229372739792, "loss_mask": 0.2293839529156685, "loss_rpn_cls": 0.027895615101442672, "loss_rpn_loc": 0.0695468980120495, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049825568394716, "mask_rcnn/false_negative": 0.08408271623243405, "mask_rcnn/false_positive": 0.1171104714348607, "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": 1.0093591501936316, "total_loss": 0.6752894733217545}
{"data_time": 0.01777182798832655, "eta_seconds": 39229.89766926505, "fast_rcnn/cls_accuracy": 0.961669921875, "fast_rcnn/false_negative": 0.20258746889181672, "fast_rcnn/fg_cls_accuracy": 0.7930600160578081, "iteration": 230779, "loss_box_reg": 0.17648802371695638, "loss_cls": 0.12797317374497652, "loss_mask": 0.19996955059468746, "loss_rpn_cls": 0.021544293966144323, "loss_rpn_loc": 0.05042880051769316, "lr": 1e-05, "mask_rcnn/accuracy": 0.9107860929350772, "mask_rcnn/false_negative": 0.07960345055969228, "mask_rcnn/false_positive": 0.09807100576286212, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0256152977235615, "total_loss": 0.5959673838224262}
{"data_time": 0.014122436288744211, "eta_seconds": 39215.095391497016, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.19189409254267747, "fast_rcnn/fg_cls_accuracy": 0.795085006846189, "iteration": 230799, "loss_box_reg": 0.2000496070832014, "loss_cls": 0.15397800970822573, "loss_mask": 0.2194451130926609, "loss_rpn_cls": 0.029589892947115004, "loss_rpn_loc": 0.06389342481270432, "lr": 1e-05, "mask_rcnn/accuracy": 0.9172150070091935, "mask_rcnn/false_negative": 0.07779368066062789, "mask_rcnn/false_positive": 0.09196014320193131, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9765346650965512, "total_loss": 0.6881629975978285}
{"data_time": 0.023666232358664274, "eta_seconds": 39195.08768976666, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24171539961013644, "fast_rcnn/fg_cls_accuracy": 0.733332245004571, "iteration": 230819, "loss_box_reg": 0.204895980656147, "loss_cls": 0.15597085561603308, "loss_mask": 0.2244084533303976, "loss_rpn_cls": 0.024883752383175306, "loss_rpn_loc": 0.07288041501305997, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050191684264111, "mask_rcnn/false_negative": 0.0786383218477534, "mask_rcnn/false_positive": 0.10616512991132754, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9952413644641638, "total_loss": 0.7201301408931613}
{"data_time": 0.013594042509794235, "eta_seconds": 39175.079988036305, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.27053756285122743, "fast_rcnn/fg_cls_accuracy": 0.6913080929756793, "iteration": 230839, "loss_box_reg": 0.20077650994062424, "loss_cls": 0.1534063033759594, "loss_mask": 0.21579641103744507, "loss_rpn_cls": 0.03441364539321512, "loss_rpn_loc": 0.08179495064541698, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030395550907495, "mask_rcnn/false_negative": 0.08099241341599671, "mask_rcnn/false_positive": 0.12181708813073205, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9994999538175762, "total_loss": 0.7143946256837808}
{"data_time": 0.015507678966969252, "eta_seconds": 39110.59255903587, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.22872582212608544, "fast_rcnn/fg_cls_accuracy": 0.7475228827868123, "iteration": 230859, "loss_box_reg": 0.2106403224170208, "loss_cls": 0.1549745388329029, "loss_mask": 0.22455074824392796, "loss_rpn_cls": 0.026435865205712616, "loss_rpn_loc": 0.06873615551739931, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029262786845508, "mask_rcnn/false_negative": 0.08955271353521302, "mask_rcnn/false_positive": 0.10925917372591269, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9887619027867913, "total_loss": 0.6858124907012098}
{"data_time": 0.017505944706499577, "eta_seconds": 39129.87243298441, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.21556364251861881, "fast_rcnn/fg_cls_accuracy": 0.7709243697478991, "iteration": 230879, "loss_box_reg": 0.2025513695552945, "loss_cls": 0.15537722222507, "loss_mask": 0.2167665082961321, "loss_rpn_cls": 0.02752029267139733, "loss_rpn_loc": 0.06627929699607193, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087240687396188, "mask_rcnn/false_negative": 0.0869733086952966, "mask_rcnn/false_positive": 0.10282947283668478, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0413202531635761, "total_loss": 0.6854551078868099}
{"data_time": 0.014414806850254536, "eta_seconds": 39124.502422334626, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.21162906643400226, "fast_rcnn/fg_cls_accuracy": 0.7775108441775108, "iteration": 230899, "loss_box_reg": 0.18575755087658763, "loss_cls": 0.1399487303569913, "loss_mask": 0.22349419072270393, "loss_rpn_cls": 0.024560429097618908, "loss_rpn_loc": 0.058712426223792136, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101336719551344, "mask_rcnn/false_negative": 0.08968572293777523, "mask_rcnn/false_positive": 0.09725218135740181, "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": 0.974823429249227, "total_loss": 0.6376517246826552}
{"data_time": 0.01752785360440612, "eta_seconds": 39095.04918111488, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.23983240126737884, "fast_rcnn/fg_cls_accuracy": 0.7467590580173362, "iteration": 230919, "loss_box_reg": 0.19075828790664673, "loss_cls": 0.1397957564331591, "loss_mask": 0.22367019951343536, "loss_rpn_cls": 0.026720774767454714, "loss_rpn_loc": 0.07041845540516078, "lr": 1e-05, "mask_rcnn/accuracy": 0.9111163525193515, "mask_rcnn/false_negative": 0.08973910836426328, "mask_rcnn/false_positive": 0.09390061119983126, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9809309625998139, "total_loss": 0.6531376138445921}
{"data_time": 0.01766599342226982, "eta_seconds": 39058.24375080876, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.23089020436472735, "fast_rcnn/fg_cls_accuracy": 0.7468011864296694, "iteration": 230939, "loss_box_reg": 0.16414600610733032, "loss_cls": 0.12861393671482801, "loss_mask": 0.19979875534772873, "loss_rpn_cls": 0.022939590853638947, "loss_rpn_loc": 0.05692552751861513, "lr": 1e-05, "mask_rcnn/accuracy": 0.9214606447304593, "mask_rcnn/false_negative": 0.06852038129287275, "mask_rcnn/false_positive": 0.09204351001803748, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.984736283775419, "total_loss": 0.5945589752518572}
{"data_time": 0.012260077986866236, "eta_seconds": 39038.2446500659, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2709369349005425, "fast_rcnn/fg_cls_accuracy": 0.707108951175407, "iteration": 230959, "loss_box_reg": 0.20752357318997383, "loss_cls": 0.14754887390881777, "loss_mask": 0.22612762451171875, "loss_rpn_cls": 0.025460292352363467, "loss_rpn_loc": 0.09662677720189095, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011948120408848, "mask_rcnn/false_negative": 0.08778206619944623, "mask_rcnn/false_positive": 0.10745839506654481, "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": 0.9903933769091964, "total_loss": 0.7088317809393629}
{"data_time": 0.016725344583392143, "eta_seconds": 39018.24554932304, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.23670982968680232, "fast_rcnn/fg_cls_accuracy": 0.7360817972890578, "iteration": 230979, "loss_box_reg": 0.1959786550141871, "loss_cls": 0.14879471133463085, "loss_mask": 0.2128354161977768, "loss_rpn_cls": 0.02339114184724167, "loss_rpn_loc": 0.06658801285084337, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088118071302596, "mask_rcnn/false_negative": 0.08639991730064939, "mask_rcnn/false_positive": 0.101453365756968, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0054145688191056, "total_loss": 0.6486618084600195}
{"data_time": 0.017318173311650753, "eta_seconds": 39001.7050257884, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20702959830866807, "fast_rcnn/fg_cls_accuracy": 0.7708647561588737, "iteration": 230999, "loss_box_reg": 0.19761126767843962, "loss_cls": 0.14346343791112304, "loss_mask": 0.21629222761839628, "loss_rpn_cls": 0.02064362564124167, "loss_rpn_loc": 0.05494725704193115, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134428383184099, "mask_rcnn/false_negative": 0.08667013252513603, "mask_rcnn/false_positive": 0.09167655979520253, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9970366898924112, "total_loss": 0.6668769714888185}
{"data_time": 0.018591443542391062, "eta_seconds": 38995.010672463104, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2482615629984051, "fast_rcnn/fg_cls_accuracy": 0.7407498035028399, "iteration": 231019, "loss_box_reg": 0.16885111946612597, "loss_cls": 0.13778720516711473, "loss_mask": 0.217145468108356, "loss_rpn_cls": 0.02113520831335336, "loss_rpn_loc": 0.05028063373174518, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096157467159659, "mask_rcnn/false_negative": 0.07826293987935465, "mask_rcnn/false_positive": 0.09620751406835981, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0006141178309917, "total_loss": 0.595316335617099}
{"data_time": 0.014515628106892109, "eta_seconds": 38968.19187633693, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22293544897223222, "fast_rcnn/fg_cls_accuracy": 0.7540791883894603, "iteration": 231039, "loss_box_reg": 0.2008343618363142, "loss_cls": 0.14729113690555096, "loss_mask": 0.2246791571378708, "loss_rpn_cls": 0.028063654608558863, "loss_rpn_loc": 0.08542333939112723, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968802785966421, "mask_rcnn/false_negative": 0.08850872267944204, "mask_rcnn/false_positive": 0.11542683364669201, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9949907986447215, "total_loss": 0.6993149926420301}
{"data_time": 0.014105517882853746, "eta_seconds": 38940.34626491368, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.20257556599229287, "fast_rcnn/fg_cls_accuracy": 0.7716630429018402, "iteration": 231059, "loss_box_reg": 0.17646509129554033, "loss_cls": 0.12594807986170053, "loss_mask": 0.20384213887155056, "loss_rpn_cls": 0.022311605280265212, "loss_rpn_loc": 0.05898395739495754, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134019479502327, "mask_rcnn/false_negative": 0.07049791896732299, "mask_rcnn/false_positive": 0.0952067339272568, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.002424096222967, "total_loss": 0.6079303451115265}
{"data_time": 0.01606853026896715, "eta_seconds": 38912.16490484774, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.22594691445476894, "fast_rcnn/fg_cls_accuracy": 0.7640683940387113, "iteration": 231079, "loss_box_reg": 0.18497964181005955, "loss_cls": 0.13670360390096903, "loss_mask": 0.21373751387000084, "loss_rpn_cls": 0.023973529125214554, "loss_rpn_loc": 0.06453318696003407, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134235950990974, "mask_rcnn/false_negative": 0.07864050577212986, "mask_rcnn/false_positive": 0.10099415084406281, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.984557953197509, "total_loss": 0.6252420159289613}
{"data_time": 0.013738101813942194, "eta_seconds": 38900.34590922296, "fast_rcnn/cls_accuracy": 0.962158203125, "fast_rcnn/false_negative": 0.2573223985514964, "fast_rcnn/fg_cls_accuracy": 0.7200348777859695, "iteration": 231099, "loss_box_reg": 0.20847896859049797, "loss_cls": 0.14781471528112888, "loss_mask": 0.21432129107415676, "loss_rpn_cls": 0.02570107177598402, "loss_rpn_loc": 0.0609144561458379, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049933780132262, "mask_rcnn/false_negative": 0.06961449888372091, "mask_rcnn/false_positive": 0.085721762314248, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.019275181926787, "total_loss": 0.6450142044341192}
{"data_time": 0.016222048085182905, "eta_seconds": 38838.8854855299, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2142756941452319, "fast_rcnn/fg_cls_accuracy": 0.755693144065237, "iteration": 231119, "loss_box_reg": 0.21556644421070814, "loss_cls": 0.1546130026690662, "loss_mask": 0.22412114217877388, "loss_rpn_cls": 0.02512509553343989, "loss_rpn_loc": 0.0699545075185597, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084250004497019, "mask_rcnn/false_negative": 0.08606963182233679, "mask_rcnn/false_positive": 0.08637582026301342, "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": 0.996722768060863, "total_loss": 0.6822688463144004}
{"data_time": 0.015611945651471615, "eta_seconds": 38813.51112491451, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2636310761310761, "fast_rcnn/fg_cls_accuracy": 0.7264033264033264, "iteration": 231139, "loss_box_reg": 0.1999818328768015, "loss_cls": 0.15293135959655046, "loss_mask": 0.21419163141399622, "loss_rpn_cls": 0.02451132523128763, "loss_rpn_loc": 0.0695594817516394, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027381676652562, "mask_rcnn/false_negative": 0.08928668823809971, "mask_rcnn/false_positive": 0.10019367637446616, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 208.125, "rpn/num_pos_anchors": 47.875, "time": 0.9951780829578638, "total_loss": 0.6565751323942095}
{"data_time": 0.014141280204057693, "eta_seconds": 38792.21133418381, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24398343708314807, "fast_rcnn/fg_cls_accuracy": 0.7295079134701776, "iteration": 231159, "loss_box_reg": 0.1836469555273652, "loss_cls": 0.1428135451860726, "loss_mask": 0.21882161684334278, "loss_rpn_cls": 0.02507224108558148, "loss_rpn_loc": 0.08405295677948743, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050196405996027, "mask_rcnn/false_negative": 0.0864121745701947, "mask_rcnn/false_positive": 0.11136884728481411, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9992976165376604, "total_loss": 0.6585705308825709}
{"data_time": 0.01499268226325512, "eta_seconds": 38742.787742642686, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2423951048951049, "fast_rcnn/fg_cls_accuracy": 0.7226712106458941, "iteration": 231179, "loss_box_reg": 0.2015415234491229, "loss_cls": 0.14211586816236377, "loss_mask": 0.21087349206209183, "loss_rpn_cls": 0.026442615198902786, "loss_rpn_loc": 0.05833958461880684, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040455194887143, "mask_rcnn/false_negative": 0.08850926275826368, "mask_rcnn/false_positive": 0.11053745176614062, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9877828364260495, "total_loss": 0.6435700692236423}
{"data_time": 0.02170299645513296, "eta_seconds": 38684.577965177596, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2908253968253968, "fast_rcnn/fg_cls_accuracy": 0.7002227791701476, "iteration": 231199, "loss_box_reg": 0.22706789895892143, "loss_cls": 0.1600509760901332, "loss_mask": 0.235155388712883, "loss_rpn_cls": 0.02884962549433112, "loss_rpn_loc": 0.07390056061558425, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939611577026275, "mask_rcnn/false_negative": 0.09276948675207933, "mask_rcnn/false_positive": 0.11440603811795086, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9746168754063547, "total_loss": 0.7378220023820177}
{"data_time": 0.016680622473359108, "eta_seconds": 38638.54425450787, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22660803108255234, "fast_rcnn/fg_cls_accuracy": 0.7522736907009904, "iteration": 231219, "loss_box_reg": 0.19320145063102245, "loss_cls": 0.14984216075390577, "loss_mask": 0.2157719898968935, "loss_rpn_cls": 0.02890158726950176, "loss_rpn_loc": 0.05990764545276761, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062074427811572, "mask_rcnn/false_negative": 0.09048224895246504, "mask_rcnn/false_positive": 0.09744300871551975, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9798795920796692, "total_loss": 0.6487644660810474}
{"data_time": 0.015017041936516762, "eta_seconds": 38586.59250402823, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.21942203180742173, "fast_rcnn/fg_cls_accuracy": 0.7553854713535723, "iteration": 231239, "loss_box_reg": 0.18215896002948284, "loss_cls": 0.14550887700170279, "loss_mask": 0.21299316734075546, "loss_rpn_cls": 0.024279412697069347, "loss_rpn_loc": 0.06048608245328069, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044892560358742, "mask_rcnn/false_negative": 0.0818349959102391, "mask_rcnn/false_positive": 0.10676086871791672, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9793342053890228, "total_loss": 0.6481092593166977}
{"data_time": 0.024763941764831543, "eta_seconds": 38576.448342297226, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2495847176079734, "fast_rcnn/fg_cls_accuracy": 0.73079546423395, "iteration": 231259, "loss_box_reg": 0.19085976481437683, "loss_cls": 0.13371059857308865, "loss_mask": 0.21212082728743553, "loss_rpn_cls": 0.024009622808080167, "loss_rpn_loc": 0.0625591705320403, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113518359958506, "mask_rcnn/false_negative": 0.073259993633844, "mask_rcnn/false_positive": 0.09653515583636299, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9986235010437667, "total_loss": 0.6192051202524453}
{"data_time": 0.015540536027401686, "eta_seconds": 38600.432144254446, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.25351245955140084, "fast_rcnn/fg_cls_accuracy": 0.7361692583732058, "iteration": 231279, "loss_box_reg": 0.18918548710644245, "loss_cls": 0.15109680220484734, "loss_mask": 0.22339275106787682, "loss_rpn_cls": 0.022143823036458343, "loss_rpn_loc": 0.06239487184211612, "lr": 1e-05, "mask_rcnn/accuracy": 0.908199390341504, "mask_rcnn/false_negative": 0.09059377529822862, "mask_rcnn/false_positive": 0.08935040266454528, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.000065834261477, "total_loss": 0.6664872260880657}
{"data_time": 0.014989357441663742, "eta_seconds": 38619.29679326713, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.19902080677942746, "fast_rcnn/fg_cls_accuracy": 0.7838922735295792, "iteration": 231299, "loss_box_reg": 0.18636613711714745, "loss_cls": 0.1402715896256268, "loss_mask": 0.22096438892185688, "loss_rpn_cls": 0.0234923783573322, "loss_rpn_loc": 0.06075439462438226, "lr": 1e-05, "mask_rcnn/accuracy": 0.9165079130368803, "mask_rcnn/false_negative": 0.07627739030016857, "mask_rcnn/false_positive": 0.10017376269817754, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.030299885198474, "total_loss": 0.6313116944511421}
{"data_time": 0.015276445541530848, "eta_seconds": 38589.25469616428, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19641249839269642, "fast_rcnn/fg_cls_accuracy": 0.7791248102912481, "iteration": 231319, "loss_box_reg": 0.19080909434705973, "loss_cls": 0.14031045651063323, "loss_mask": 0.21395927481353283, "loss_rpn_cls": 0.025730745182954706, "loss_rpn_loc": 0.057060423656366765, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043745795021305, "mask_rcnn/false_negative": 0.0960102741870279, "mask_rcnn/false_positive": 0.09675326912243488, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.9885532832704484, "total_loss": 0.6177358131972142}
{"data_time": 0.01592066464945674, "eta_seconds": 38579.3802074343, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26729691590314136, "fast_rcnn/fg_cls_accuracy": 0.7053345408519553, "iteration": 231339, "loss_box_reg": 0.205680713057518, "loss_cls": 0.15533694066107273, "loss_mask": 0.22331933304667473, "loss_rpn_cls": 0.026486945222131908, "loss_rpn_loc": 0.0675520203076303, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034647499286267, "mask_rcnn/false_negative": 0.08393403193253338, "mask_rcnn/false_positive": 0.10471658866186863, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9970663674175739, "total_loss": 0.6538660011719912}
{"data_time": 0.017912104725837708, "eta_seconds": 38592.45741382241, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.22219235364396656, "fast_rcnn/fg_cls_accuracy": 0.7708333333333333, "iteration": 231359, "loss_box_reg": 0.1936249267309904, "loss_cls": 0.14426855649799109, "loss_mask": 0.21558980457484722, "loss_rpn_cls": 0.023382571176625788, "loss_rpn_loc": 0.054931152146309614, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085575701992423, "mask_rcnn/false_negative": 0.08604739656339695, "mask_rcnn/false_positive": 0.09472745240656798, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.015817993786186, "total_loss": 0.6382793894736096}
{"data_time": 0.01594918454065919, "eta_seconds": 38572.48202178627, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2508169934640523, "fast_rcnn/fg_cls_accuracy": 0.7191666666666667, "iteration": 231379, "loss_box_reg": 0.18898222595453262, "loss_cls": 0.1303672231733799, "loss_mask": 0.21313250064849854, "loss_rpn_cls": 0.022777193691581488, "loss_rpn_loc": 0.050888335157651454, "lr": 1e-05, "mask_rcnn/accuracy": 0.9140648503590147, "mask_rcnn/false_negative": 0.0830787146190482, "mask_rcnn/false_positive": 0.0944531594187719, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0248247315175831, "total_loss": 0.608851914817933}
{"data_time": 0.015762312337756157, "eta_seconds": 38541.6232701391, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24997394476289733, "fast_rcnn/fg_cls_accuracy": 0.7273441529138731, "iteration": 231399, "loss_box_reg": 0.20282495021820068, "loss_cls": 0.14916850626468658, "loss_mask": 0.22538809292018414, "loss_rpn_cls": 0.027773887297371402, "loss_rpn_loc": 0.06564083695411682, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048924578782842, "mask_rcnn/false_negative": 0.08856324309158183, "mask_rcnn/false_positive": 0.10490289332296507, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.984745480120182, "total_loss": 0.6834564541932195}
{"data_time": 0.015614228323101997, "eta_seconds": 38533.32546179183, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2209256633237088, "fast_rcnn/fg_cls_accuracy": 0.7484315995563018, "iteration": 231419, "loss_box_reg": 0.1952974908053875, "loss_cls": 0.14357104245573282, "loss_mask": 0.21331249922513962, "loss_rpn_cls": 0.023123955994378775, "loss_rpn_loc": 0.055140438955277205, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053996375955714, "mask_rcnn/false_negative": 0.09189798207071403, "mask_rcnn/false_positive": 0.09093677533451552, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0467376951128244, "total_loss": 0.6380061431846116}
{"data_time": 0.016221220139414072, "eta_seconds": 38519.2238765955, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2133390620352315, "fast_rcnn/fg_cls_accuracy": 0.7413194444444444, "iteration": 231439, "loss_box_reg": 0.2009917050600052, "loss_cls": 0.15497034788131714, "loss_mask": 0.21486103534698486, "loss_rpn_cls": 0.02415053208824247, "loss_rpn_loc": 0.06475323042832315, "lr": 1e-05, "mask_rcnn/accuracy": 0.912326516798055, "mask_rcnn/false_negative": 0.0798145279558665, "mask_rcnn/false_positive": 0.08711059878826559, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.003185581881553, "total_loss": 0.6611815881624352}
{"data_time": 0.015105175785720348, "eta_seconds": 38494.00875063613, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.24547839166483235, "fast_rcnn/fg_cls_accuracy": 0.7385373247442213, "iteration": 231459, "loss_box_reg": 0.18363920785486698, "loss_cls": 0.1322600645944476, "loss_mask": 0.21453420538455248, "loss_rpn_cls": 0.018502629071008414, "loss_rpn_loc": 0.06264025764539838, "lr": 1e-05, "mask_rcnn/accuracy": 0.909397165009536, "mask_rcnn/false_negative": 0.07526146290151292, "mask_rcnn/false_positive": 0.09882736957775855, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0046712411567569, "total_loss": 0.6238372577354312}
{"data_time": 0.020109637174755335, "eta_seconds": 38433.39375279844, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.213326813655761, "fast_rcnn/fg_cls_accuracy": 0.7745354042322301, "iteration": 231479, "loss_box_reg": 0.1674623442813754, "loss_cls": 0.12685580691322684, "loss_mask": 0.19601966626942158, "loss_rpn_cls": 0.0199681589147076, "loss_rpn_loc": 0.06039534299634397, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079304007787325, "mask_rcnn/false_negative": 0.092788940749814, "mask_rcnn/false_positive": 0.08048260018164126, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9982238537631929, "total_loss": 0.5633208157960325}
{"data_time": 0.0215733558870852, "eta_seconds": 38382.879401091486, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.20646034187023127, "fast_rcnn/fg_cls_accuracy": 0.7755071863725085, "iteration": 231499, "loss_box_reg": 0.20462397672235966, "loss_cls": 0.14419787283986807, "loss_mask": 0.21904926374554634, "loss_rpn_cls": 0.02281588956248015, "loss_rpn_loc": 0.05789247219217941, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083469816296844, "mask_rcnn/false_negative": 0.07868440694545126, "mask_rcnn/false_positive": 0.10343461072916732, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9897412490099669, "total_loss": 0.6703733350150287}
{"data_time": 0.01834987010806799, "eta_seconds": 38393.483686596155, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22166832834828848, "fast_rcnn/fg_cls_accuracy": 0.7609028760018859, "iteration": 231519, "loss_box_reg": 0.20375549187883735, "loss_cls": 0.14140030601993203, "loss_mask": 0.22143616154789925, "loss_rpn_cls": 0.028642635268624872, "loss_rpn_loc": 0.06849633785896003, "lr": 1e-05, "mask_rcnn/accuracy": 0.8976969022940748, "mask_rcnn/false_negative": 0.08915624768047409, "mask_rcnn/false_positive": 0.1140717465062919, "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": 1.038500053808093, "total_loss": 0.6908077572006732}
{"data_time": 0.016838067211210728, "eta_seconds": 38383.11345993541, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.30612694681163677, "fast_rcnn/fg_cls_accuracy": 0.679718875502008, "iteration": 231539, "loss_box_reg": 0.19673015642911196, "loss_cls": 0.14931381680071354, "loss_mask": 0.2233007773756981, "loss_rpn_cls": 0.025380026432685554, "loss_rpn_loc": 0.05468029319308698, "lr": 1e-05, "mask_rcnn/accuracy": 0.898197870520766, "mask_rcnn/false_negative": 0.08411053158890897, "mask_rcnn/false_positive": 0.1104147607887298, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.004440545104444, "total_loss": 0.6670983863004949}
{"data_time": 0.01774622965604067, "eta_seconds": 38348.788318578154, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2233392122281011, "fast_rcnn/fg_cls_accuracy": 0.7674986580783683, "iteration": 231559, "loss_box_reg": 0.1933786030858755, "loss_cls": 0.13902314845472574, "loss_mask": 0.21125471405684948, "loss_rpn_cls": 0.02935282071121037, "loss_rpn_loc": 0.05244930530898273, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080675436383345, "mask_rcnn/false_negative": 0.07774586967373734, "mask_rcnn/false_positive": 0.10158454702540073, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.017304366454482, "total_loss": 0.6511188738513738}
{"data_time": 0.0170966237783432, "eta_seconds": 38320.83363784477, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.20018376478108021, "fast_rcnn/fg_cls_accuracy": 0.7466513271427397, "iteration": 231579, "loss_box_reg": 0.1900968085974455, "loss_cls": 0.15226669749245048, "loss_mask": 0.21014771051704884, "loss_rpn_cls": 0.026828186950297095, "loss_rpn_loc": 0.07826869614655152, "lr": 1e-05, "mask_rcnn/accuracy": 0.9130233230174867, "mask_rcnn/false_negative": 0.07504769839933949, "mask_rcnn/false_positive": 0.10321999680544666, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9921664050780237, "total_loss": 0.6744941154247499}
{"data_time": 0.01621068175882101, "eta_seconds": 38294.29187178612, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22503373819163291, "fast_rcnn/fg_cls_accuracy": 0.7524637681159421, "iteration": 231599, "loss_box_reg": 0.18384781572967768, "loss_cls": 0.14127321913838387, "loss_mask": 0.21500577870756388, "loss_rpn_cls": 0.021373607451096177, "loss_rpn_loc": 0.0677031185477972, "lr": 1e-05, "mask_rcnn/accuracy": 0.90158313452263, "mask_rcnn/false_negative": 0.09250299617319716, "mask_rcnn/false_positive": 0.10043030244513093, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9890946936793625, "total_loss": 0.6369086803169921}
{"data_time": 0.017269703559577465, "eta_seconds": 38293.70852109045, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24808951505664123, "fast_rcnn/fg_cls_accuracy": 0.7172889878008573, "iteration": 231619, "loss_box_reg": 0.2047240473330021, "loss_cls": 0.14488354045897722, "loss_mask": 0.22013764828443527, "loss_rpn_cls": 0.025437736068852246, "loss_rpn_loc": 0.0626658791443333, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003681127495509, "mask_rcnn/false_negative": 0.08828090091407134, "mask_rcnn/false_positive": 0.13271682935828283, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9920307360589504, "total_loss": 0.6605083368485793}
{"data_time": 0.013194494880735874, "eta_seconds": 38249.52609209344, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2636690870725501, "fast_rcnn/fg_cls_accuracy": 0.7195036269036497, "iteration": 231639, "loss_box_reg": 0.21012507565319538, "loss_cls": 0.15397677686996758, "loss_mask": 0.22666672989726067, "loss_rpn_cls": 0.02696061716414988, "loss_rpn_loc": 0.08236038382165134, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029161294665806, "mask_rcnn/false_negative": 0.08076535528888537, "mask_rcnn/false_positive": 0.10260393890850707, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9733986421488225, "total_loss": 0.6844090815575328}
{"data_time": 0.014955371618270874, "eta_seconds": 38229.58369058557, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.22673886191328052, "fast_rcnn/fg_cls_accuracy": 0.7463031724317635, "iteration": 231659, "loss_box_reg": 0.18082928471267223, "loss_cls": 0.14754001051187515, "loss_mask": 0.2247911673039198, "loss_rpn_cls": 0.021894226723816246, "loss_rpn_loc": 0.06404456601012498, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036835647720627, "mask_rcnn/false_negative": 0.0759474999742871, "mask_rcnn/false_positive": 0.10589864307344243, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9796606414020061, "total_loss": 0.6463077652733773}
{"data_time": 0.01611742889508605, "eta_seconds": 38187.39960286766, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.21851685611344973, "fast_rcnn/fg_cls_accuracy": 0.745656779661017, "iteration": 231679, "loss_box_reg": 0.1930500464513898, "loss_cls": 0.13804203178733587, "loss_mask": 0.22218044102191925, "loss_rpn_cls": 0.021992325491737574, "loss_rpn_loc": 0.06282248540082946, "lr": 1e-05, "mask_rcnn/accuracy": 0.9119565044676357, "mask_rcnn/false_negative": 0.08085528337499212, "mask_rcnn/false_positive": 0.09109321941063293, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9701204444281757, "total_loss": 0.6346688375706435}
{"data_time": 0.014001757837831974, "eta_seconds": 38127.17558317818, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2255080978088282, "fast_rcnn/fg_cls_accuracy": 0.7610679611650486, "iteration": 231699, "loss_box_reg": 0.18383584218099713, "loss_cls": 0.12831154419109225, "loss_mask": 0.22432888485491276, "loss_rpn_cls": 0.022621435928158462, "loss_rpn_loc": 0.06133558717556298, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041421113515591, "mask_rcnn/false_negative": 0.08792788104462251, "mask_rcnn/false_positive": 0.10974680730870279, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9720097691752017, "total_loss": 0.6565711087896489}
{"data_time": 0.015338948462158442, "eta_seconds": 38126.34173350409, "fast_rcnn/cls_accuracy": 0.963134765625, "fast_rcnn/false_negative": 0.20408163265306123, "fast_rcnn/fg_cls_accuracy": 0.7869897959183674, "iteration": 231719, "loss_box_reg": 0.1762491362169385, "loss_cls": 0.12809276394546032, "loss_mask": 0.211654394865036, "loss_rpn_cls": 0.026598685886710882, "loss_rpn_loc": 0.05630262801423669, "lr": 1e-05, "mask_rcnn/accuracy": 0.9111293614219882, "mask_rcnn/false_negative": 0.07412009310302503, "mask_rcnn/false_positive": 0.09870669865993853, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 1.0102362562902272, "total_loss": 0.6154710352420807}
{"data_time": 0.017396877985447645, "eta_seconds": 38107.201901106164, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2128727303015159, "fast_rcnn/fg_cls_accuracy": 0.7577429288185569, "iteration": 231739, "loss_box_reg": 0.18642998719587922, "loss_cls": 0.1427925517782569, "loss_mask": 0.21579342149198055, "loss_rpn_cls": 0.023153899441240355, "loss_rpn_loc": 0.06924278009682894, "lr": 1e-05, "mask_rcnn/accuracy": 0.904484219887217, "mask_rcnn/false_negative": 0.08518611094258659, "mask_rcnn/false_positive": 0.09982010028332688, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0112032014876604, "total_loss": 0.6523510436527431}
{"data_time": 0.018349146004766226, "eta_seconds": 38107.67643041909, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2497661787870832, "fast_rcnn/fg_cls_accuracy": 0.72584388185654, "iteration": 231759, "loss_box_reg": 0.20242580119520426, "loss_cls": 0.1360048963688314, "loss_mask": 0.21959849260747433, "loss_rpn_cls": 0.023327645438257605, "loss_rpn_loc": 0.059051258489489555, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080398876410347, "mask_rcnn/false_negative": 0.09370744777108217, "mask_rcnn/false_positive": 0.10105924553408902, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0049483175389469, "total_loss": 0.6160178761347197}
{"data_time": 0.016287011560052633, "eta_seconds": 38067.361648203805, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2360570169837824, "fast_rcnn/fg_cls_accuracy": 0.7359728506787331, "iteration": 231779, "loss_box_reg": 0.19735107198357582, "loss_cls": 0.14418119378387928, "loss_mask": 0.21470830217003822, "loss_rpn_cls": 0.021536233951337636, "loss_rpn_loc": 0.06599442521110177, "lr": 1e-05, "mask_rcnn/accuracy": 0.8995412217682104, "mask_rcnn/false_negative": 0.08280793049398842, "mask_rcnn/false_positive": 0.10901021695108587, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.012220939155668, "total_loss": 0.6617666441015899}
{"data_time": 0.018040135502815247, "eta_seconds": 38076.29216024652, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2702616282389485, "fast_rcnn/fg_cls_accuracy": 0.7280882067445499, "iteration": 231799, "loss_box_reg": 0.18956936802715063, "loss_cls": 0.13744261162355542, "loss_mask": 0.21858134493231773, "loss_rpn_cls": 0.02492841484490782, "loss_rpn_loc": 0.07425525033613667, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042296282802241, "mask_rcnn/false_negative": 0.08809437392036461, "mask_rcnn/false_positive": 0.09982906802126632, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0077974935993552, "total_loss": 0.6780767198652029}
{"data_time": 0.013697333168238401, "eta_seconds": 38056.35692874901, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2358485499462943, "fast_rcnn/fg_cls_accuracy": 0.7350340136054422, "iteration": 231819, "loss_box_reg": 0.20059906877577305, "loss_cls": 0.15013434831053019, "loss_mask": 0.21674413606524467, "loss_rpn_cls": 0.0272327761631459, "loss_rpn_loc": 0.07690705405548215, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062142593523896, "mask_rcnn/false_negative": 0.08686573419578307, "mask_rcnn/false_positive": 0.09092164849453221, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9905825187452137, "total_loss": 0.6668931717285886}
{"data_time": 0.017438715789467096, "eta_seconds": 38016.19971077889, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2608720876264736, "fast_rcnn/fg_cls_accuracy": 0.734287317620651, "iteration": 231839, "loss_box_reg": 0.2069657202810049, "loss_cls": 0.14876362308859825, "loss_mask": 0.2207424584776163, "loss_rpn_cls": 0.025238386675482616, "loss_rpn_loc": 0.07246352289803326, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025735614758723, "mask_rcnn/false_negative": 0.08682475525757413, "mask_rcnn/false_positive": 0.10976079943606028, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9760768781416118, "total_loss": 0.6748762031784281}
{"data_time": 0.01558523764833808, "eta_seconds": 38030.159675506875, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21642857142857141, "fast_rcnn/fg_cls_accuracy": 0.7787758112094396, "iteration": 231859, "loss_box_reg": 0.19159106444567442, "loss_cls": 0.1437157061882317, "loss_mask": 0.2137321922928095, "loss_rpn_cls": 0.025477395596681163, "loss_rpn_loc": 0.06307453091721982, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041194336594527, "mask_rcnn/false_negative": 0.08202623700603474, "mask_rcnn/false_positive": 0.10038744012837053, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9963757852092385, "total_loss": 0.6508335896069184}
{"data_time": 0.013722877483814955, "eta_seconds": 37967.76101594791, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.22352763401458198, "fast_rcnn/fg_cls_accuracy": 0.7627205372847929, "iteration": 231879, "loss_box_reg": 0.19782494753599167, "loss_cls": 0.13976839650422335, "loss_mask": 0.21965207066386938, "loss_rpn_cls": 0.023631783085875213, "loss_rpn_loc": 0.07670069416053593, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031279840876958, "mask_rcnn/false_negative": 0.08854661636373354, "mask_rcnn/false_positive": 0.10717768894401214, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.003756046295166, "total_loss": 0.6603713692165911}
{"data_time": 0.013639783952385187, "eta_seconds": 37961.7143095471, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2675027680776765, "fast_rcnn/fg_cls_accuracy": 0.7110081214689266, "iteration": 231899, "loss_box_reg": 0.21373286843299866, "loss_cls": 0.14526268374174833, "loss_mask": 0.2213126216083765, "loss_rpn_cls": 0.028145272168330848, "loss_rpn_loc": 0.06965159671381116, "lr": 1e-05, "mask_rcnn/accuracy": 0.8937817526374956, "mask_rcnn/false_negative": 0.09944004413255281, "mask_rcnn/false_positive": 0.11246981493958688, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9886784432455897, "total_loss": 0.6603543780511245}
{"data_time": 0.017746272031217813, "eta_seconds": 37981.71121627092, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.25387109887470205, "fast_rcnn/fg_cls_accuracy": 0.7339846967636929, "iteration": 231919, "loss_box_reg": 0.21026638709008694, "loss_cls": 0.1603557514026761, "loss_mask": 0.23254516161978245, "loss_rpn_cls": 0.026414182735607028, "loss_rpn_loc": 0.07852712413296103, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999885365381259, "mask_rcnn/false_negative": 0.09075053957182709, "mask_rcnn/false_positive": 0.09664617561487165, "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": 1.010381386615336, "total_loss": 0.7279082543682307}
{"data_time": 0.018898749258369207, "eta_seconds": 37944.21792222187, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.19122756224667053, "fast_rcnn/fg_cls_accuracy": 0.7791898364248894, "iteration": 231939, "loss_box_reg": 0.18994475342333317, "loss_cls": 0.13502426259219646, "loss_mask": 0.20725666359066963, "loss_rpn_cls": 0.023754320762236603, "loss_rpn_loc": 0.0630050995387137, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114353349502893, "mask_rcnn/false_negative": 0.0765107217120932, "mask_rcnn/false_positive": 0.10295709289836805, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9743797560222447, "total_loss": 0.6096630003012251}
{"data_time": 0.01773295970633626, "eta_seconds": 37926.140851769596, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.20260642135642135, "fast_rcnn/fg_cls_accuracy": 0.7579365079365079, "iteration": 231959, "loss_box_reg": 0.20557426940649748, "loss_cls": 0.1487673632800579, "loss_mask": 0.22155095264315605, "loss_rpn_cls": 0.022213941090740263, "loss_rpn_loc": 0.05977200367487967, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063015974964415, "mask_rcnn/false_negative": 0.08495133295467405, "mask_rcnn/false_positive": 0.10271345668435239, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9977831747382879, "total_loss": 0.6599604044458829}
{"data_time": 0.0211678147315979, "eta_seconds": 37915.3379418049, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2252777271899472, "fast_rcnn/fg_cls_accuracy": 0.7551251924479379, "iteration": 231979, "loss_box_reg": 0.17518199188634753, "loss_cls": 0.13814089400693774, "loss_mask": 0.2107232417911291, "loss_rpn_cls": 0.023609242227394134, "loss_rpn_loc": 0.07014294806867838, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047343861373582, "mask_rcnn/false_negative": 0.09220377726697475, "mask_rcnn/false_positive": 0.08648656278344458, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0250436253845692, "total_loss": 0.6366983588086441}
{"data_time": 0.027293111197650433, "eta_seconds": 37927.76641342789, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.24325551338263202, "fast_rcnn/fg_cls_accuracy": 0.7173126972062922, "iteration": 231999, "loss_box_reg": 0.20077825151383877, "loss_cls": 0.15030372235924006, "loss_mask": 0.21387886814773083, "loss_rpn_cls": 0.02486477990169078, "loss_rpn_loc": 0.06386362900957465, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021590719179153, "mask_rcnn/false_negative": 0.08793690508432456, "mask_rcnn/false_positive": 0.10396305373627994, "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": 1.0249809492379427, "total_loss": 0.6565930661745369}
{"data_time": 0.022604393772780895, "eta_seconds": 37910.822214894, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.18342516069788797, "fast_rcnn/fg_cls_accuracy": 0.7827477118174322, "iteration": 232019, "loss_box_reg": 0.19976470340043306, "loss_cls": 0.1448075845837593, "loss_mask": 0.21996035985648632, "loss_rpn_cls": 0.02330124980653636, "loss_rpn_loc": 0.06633531616535038, "lr": 1e-05, "mask_rcnn/accuracy": 0.911420874857643, "mask_rcnn/false_negative": 0.08489691472636846, "mask_rcnn/false_positive": 0.08737139431224072, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0226138061843812, "total_loss": 0.6514054804574698}
{"data_time": 0.023731237277388573, "eta_seconds": 37890.85864342749, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2502923976608187, "fast_rcnn/fg_cls_accuracy": 0.7435451837140019, "iteration": 232039, "loss_box_reg": 0.20096475258469582, "loss_cls": 0.14923281595110893, "loss_mask": 0.21170025877654552, "loss_rpn_cls": 0.024010209133848548, "loss_rpn_loc": 0.06184458336792886, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067679587558294, "mask_rcnn/false_negative": 0.0755196509358467, "mask_rcnn/false_positive": 0.1035914577494165, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9952037874609232, "total_loss": 0.6505010868422687}
{"data_time": 0.015648997854441404, "eta_seconds": 37849.651707941666, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2345223130106851, "fast_rcnn/fg_cls_accuracy": 0.7452830188679245, "iteration": 232059, "loss_box_reg": 0.19115948677062988, "loss_cls": 0.14623530395328999, "loss_mask": 0.21988662146031857, "loss_rpn_cls": 0.0236137502361089, "loss_rpn_loc": 0.06046694185351953, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060146269627036, "mask_rcnn/false_negative": 0.08054747738873039, "mask_rcnn/false_positive": 0.10409477419259941, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9805170916952193, "total_loss": 0.6362134215887636}
{"data_time": 0.022663545329123735, "eta_seconds": 37824.01540584862, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22192691029900333, "fast_rcnn/fg_cls_accuracy": 0.7509336275674758, "iteration": 232079, "loss_box_reg": 0.20877219922840595, "loss_cls": 0.15968570578843355, "loss_mask": 0.2246607355773449, "loss_rpn_cls": 0.025862192385829985, "loss_rpn_loc": 0.08175448258407414, "lr": 1e-05, "mask_rcnn/accuracy": 0.913401947658496, "mask_rcnn/false_negative": 0.08395833792417626, "mask_rcnn/false_positive": 0.09627993234519544, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9829743825830519, "total_loss": 0.6975788786949124}
{"data_time": 0.015343548730015755, "eta_seconds": 37748.99162556976, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2115550622764829, "fast_rcnn/fg_cls_accuracy": 0.744982225868198, "iteration": 232099, "loss_box_reg": 0.18324454687535763, "loss_cls": 0.13561585638672113, "loss_mask": 0.21909776888787746, "loss_rpn_cls": 0.023563497816212475, "loss_rpn_loc": 0.06583518628031015, "lr": 1e-05, "mask_rcnn/accuracy": 0.900026116215717, "mask_rcnn/false_negative": 0.10495065645660895, "mask_rcnn/false_positive": 0.09358778700613693, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9836383783258498, "total_loss": 0.6691551831318066}
{"data_time": 0.016301125288009644, "eta_seconds": 37729.071313366294, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22621687548508704, "fast_rcnn/fg_cls_accuracy": 0.7705676904313117, "iteration": 232119, "loss_box_reg": 0.183260390534997, "loss_cls": 0.14222695725038648, "loss_mask": 0.20909773372113705, "loss_rpn_cls": 0.023098358942661434, "loss_rpn_loc": 0.07018209807574749, "lr": 1e-05, "mask_rcnn/accuracy": 0.9190457323404206, "mask_rcnn/false_negative": 0.06555668041417057, "mask_rcnn/false_positive": 0.09639201091262706, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.98878552345559, "total_loss": 0.6378619060851634}
{"data_time": 0.02383649768307805, "eta_seconds": 37714.70067593269, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.22943985086362137, "fast_rcnn/fg_cls_accuracy": 0.7452817824377458, "iteration": 232139, "loss_box_reg": 0.2147988472133875, "loss_cls": 0.15234582219272852, "loss_mask": 0.22149778343737125, "loss_rpn_cls": 0.022995451232418418, "loss_rpn_loc": 0.07119812350720167, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997246526483567, "mask_rcnn/false_negative": 0.09162800631860879, "mask_rcnn/false_positive": 0.11169024179784695, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 1.0130469487048686, "total_loss": 0.691886767745018}
{"data_time": 0.017683926038444042, "eta_seconds": 37692.047380805016, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24531708561949728, "fast_rcnn/fg_cls_accuracy": 0.7433041980349624, "iteration": 232159, "loss_box_reg": 0.19172404520213604, "loss_cls": 0.1405024016276002, "loss_mask": 0.21567473001778126, "loss_rpn_cls": 0.020293361973017454, "loss_rpn_loc": 0.06914815993513912, "lr": 1e-05, "mask_rcnn/accuracy": 0.8985950302727066, "mask_rcnn/false_negative": 0.08163466355369844, "mask_rcnn/false_positive": 0.11221707577098988, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9984877044335008, "total_loss": 0.6281095129670575}
{"data_time": 0.015700860880315304, "eta_seconds": 37720.73066418059, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2565798450280429, "fast_rcnn/fg_cls_accuracy": 0.7073718655160137, "iteration": 232179, "loss_box_reg": 0.19069712236523628, "loss_cls": 0.1485016867518425, "loss_mask": 0.2179978657513857, "loss_rpn_cls": 0.025194077636115253, "loss_rpn_loc": 0.05990405078046024, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031848920141892, "mask_rcnn/false_negative": 0.08547773091383104, "mask_rcnn/false_positive": 0.1064404712781852, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0328436964191496, "total_loss": 0.6871386831044219}
{"data_time": 0.016198627185076475, "eta_seconds": 37700.783159863204, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22782117450132516, "fast_rcnn/fg_cls_accuracy": 0.7422867513611615, "iteration": 232199, "loss_box_reg": 0.18765227030962706, "loss_cls": 0.13841292215511203, "loss_mask": 0.2149042095988989, "loss_rpn_cls": 0.020588889223290607, "loss_rpn_loc": 0.06587699358351529, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071397771490088, "mask_rcnn/false_negative": 0.07779891521895443, "mask_rcnn/false_positive": 0.10264659894991168, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9619239992462099, "total_loss": 0.6170253242598847}
{"data_time": 0.0222902144305408, "eta_seconds": 37711.18650022894, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23569049625387656, "fast_rcnn/fg_cls_accuracy": 0.7417234329672816, "iteration": 232219, "loss_box_reg": 0.2029168400913477, "loss_cls": 0.1470592636615038, "loss_mask": 0.22042266465723515, "loss_rpn_cls": 0.027429072244558483, "loss_rpn_loc": 0.054250910063274205, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090819085201611, "mask_rcnn/false_negative": 0.08420892360179513, "mask_rcnn/false_positive": 0.09574977984153146, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.019341163802892, "total_loss": 0.6655444875359535}
{"data_time": 0.025242370553314686, "eta_seconds": 37691.222928762436, "fast_rcnn/cls_accuracy": 0.963134765625, "fast_rcnn/false_negative": 0.2096547619047619, "fast_rcnn/fg_cls_accuracy": 0.7687958883994126, "iteration": 232239, "loss_box_reg": 0.1838954407721758, "loss_cls": 0.13769831508398056, "loss_mask": 0.21259868144989014, "loss_rpn_cls": 0.021440335898660123, "loss_rpn_loc": 0.058736716193379834, "lr": 1e-05, "mask_rcnn/accuracy": 0.9136113578485194, "mask_rcnn/false_negative": 0.0780418635168352, "mask_rcnn/false_positive": 0.09573796371611704, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.987706177867949, "total_loss": 0.6176444733864628}
{"data_time": 0.030333498027175665, "eta_seconds": 37671.25935729593, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.208249054612611, "fast_rcnn/fg_cls_accuracy": 0.7805983599170947, "iteration": 232259, "loss_box_reg": 0.1965475594624877, "loss_cls": 0.15044196881353855, "loss_mask": 0.2163669802248478, "loss_rpn_cls": 0.020187299058306962, "loss_rpn_loc": 0.06327682570554316, "lr": 1e-05, "mask_rcnn/accuracy": 0.916964936484798, "mask_rcnn/false_negative": 0.08606514131907181, "mask_rcnn/false_positive": 0.09016373055642422, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9979134779423475, "total_loss": 0.6629415729548782}
{"data_time": 0.016048960387706757, "eta_seconds": 37609.604918025434, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2352745615040697, "fast_rcnn/fg_cls_accuracy": 0.7535471189895534, "iteration": 232279, "loss_box_reg": 0.21969324629753828, "loss_cls": 0.16248499602079391, "loss_mask": 0.23102126084268093, "loss_rpn_cls": 0.02501037367619574, "loss_rpn_loc": 0.05858099227771163, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045223593763553, "mask_rcnn/false_negative": 0.0871686989916881, "mask_rcnn/false_positive": 0.09845566399820906, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9663846530020237, "total_loss": 0.7102382017765194}
{"data_time": 0.0165782542899251, "eta_seconds": 37589.66345200315, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2277504105090312, "fast_rcnn/fg_cls_accuracy": 0.7531539108494534, "iteration": 232299, "loss_box_reg": 0.18939235992729664, "loss_cls": 0.13651276286691427, "loss_mask": 0.21122482419013977, "loss_rpn_cls": 0.025751842185854912, "loss_rpn_loc": 0.06567975226789713, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050529732241734, "mask_rcnn/false_negative": 0.07927852709162522, "mask_rcnn/false_positive": 0.10597564442120144, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0343023580498993, "total_loss": 0.6675779658835381}
{"data_time": 0.019366245716810226, "eta_seconds": 37609.0424663946, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23151301218161685, "fast_rcnn/fg_cls_accuracy": 0.7480238095238095, "iteration": 232319, "loss_box_reg": 0.21118986047804356, "loss_cls": 0.14611577009782195, "loss_mask": 0.21813557296991348, "loss_rpn_cls": 0.029064455535262823, "loss_rpn_loc": 0.07175349676981568, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001389873300276, "mask_rcnn/false_negative": 0.08636493375260457, "mask_rcnn/false_positive": 0.11076456938836642, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0091783087700605, "total_loss": 0.6943886521039531}
{"data_time": 0.01751005742698908, "eta_seconds": 37598.50351376459, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2495411989046124, "fast_rcnn/fg_cls_accuracy": 0.7216690716690717, "iteration": 232339, "loss_box_reg": 0.18963150307536125, "loss_cls": 0.1438330104574561, "loss_mask": 0.22515619546175003, "loss_rpn_cls": 0.02387555339373648, "loss_rpn_loc": 0.06977242091670632, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021813853853351, "mask_rcnn/false_negative": 0.09583644541822697, "mask_rcnn/false_positive": 0.10659317049058224, "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": 1.0283359079621732, "total_loss": 0.6898048999137245}
{"data_time": 0.012196226976811886, "eta_seconds": 37567.810715287924, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.25216450216450215, "fast_rcnn/fg_cls_accuracy": 0.7303743004962517, "iteration": 232359, "loss_box_reg": 0.19010099861770868, "loss_cls": 0.13806078769266605, "loss_mask": 0.214556772261858, "loss_rpn_cls": 0.025933983619324863, "loss_rpn_loc": 0.054256301606073976, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040353656882161, "mask_rcnn/false_negative": 0.09016498368038689, "mask_rcnn/false_positive": 0.10272758312800147, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.0044516888447106, "total_loss": 0.6253784800646827}
{"data_time": 0.026081004180014133, "eta_seconds": 37547.849073037505, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2272664062401234, "fast_rcnn/fg_cls_accuracy": 0.7429376515908118, "iteration": 232379, "loss_box_reg": 0.19125976786017418, "loss_cls": 0.13606762886047363, "loss_mask": 0.19633527286350727, "loss_rpn_cls": 0.022426019073463976, "loss_rpn_loc": 0.06539844907820225, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098236512060784, "mask_rcnn/false_negative": 0.08026306544257228, "mask_rcnn/false_positive": 0.09363454808071345, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.006664854940027, "total_loss": 0.6187026798725128}
{"data_time": 0.015645171981304884, "eta_seconds": 37524.58312287927, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.20810052236284726, "fast_rcnn/fg_cls_accuracy": 0.7657443233886569, "iteration": 232399, "loss_box_reg": 0.19192831590771675, "loss_cls": 0.13952813018113375, "loss_mask": 0.22226004488766193, "loss_rpn_cls": 0.02708559061284177, "loss_rpn_loc": 0.07038799813017249, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081471836594608, "mask_rcnn/false_negative": 0.0895597270065955, "mask_rcnn/false_positive": 0.09056844286485524, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.950208080932498, "total_loss": 0.633389289083425}
{"data_time": 0.013850867748260498, "eta_seconds": 37488.867832329124, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24611711919005982, "fast_rcnn/fg_cls_accuracy": 0.7310547875064004, "iteration": 232419, "loss_box_reg": 0.20257362071424723, "loss_cls": 0.14184307772666216, "loss_mask": 0.21579841151833534, "loss_rpn_cls": 0.026922384276986122, "loss_rpn_loc": 0.06705799186602235, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088279370043981, "mask_rcnn/false_negative": 0.0922440994967215, "mask_rcnn/false_positive": 0.10655336308477631, "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": 0.9964152602478862, "total_loss": 0.6592733316938393}
{"data_time": 0.015768232755362988, "eta_seconds": 37468.91633268446, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.25879543736686594, "fast_rcnn/fg_cls_accuracy": 0.7092032215184925, "iteration": 232439, "loss_box_reg": 0.18136356119066477, "loss_cls": 0.13682384882122278, "loss_mask": 0.19605067744851112, "loss_rpn_cls": 0.023034878409816884, "loss_rpn_loc": 0.05151396687142551, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094955169567827, "mask_rcnn/false_negative": 0.07923837658279209, "mask_rcnn/false_positive": 0.1080352364524306, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9922263212502003, "total_loss": 0.6085750148049556}
{"data_time": 0.014974633697420359, "eta_seconds": 37448.96483303979, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2155362144857943, "fast_rcnn/fg_cls_accuracy": 0.7635918003565063, "iteration": 232459, "loss_box_reg": 0.19879455119371414, "loss_cls": 0.14368506520986557, "loss_mask": 0.21502899006009102, "loss_rpn_cls": 0.021249618846923113, "loss_rpn_loc": 0.0672826946247369, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086007631068644, "mask_rcnn/false_negative": 0.08666995559701361, "mask_rcnn/false_positive": 0.10516747922435155, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9920959915034473, "total_loss": 0.6399685807991773}
{"data_time": 0.01674101734533906, "eta_seconds": 37394.54759206623, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.21168902556788638, "fast_rcnn/fg_cls_accuracy": 0.7601915232781659, "iteration": 232479, "loss_box_reg": 0.18440070748329163, "loss_cls": 0.138365151360631, "loss_mask": 0.22263188660144806, "loss_rpn_cls": 0.024658951093442738, "loss_rpn_loc": 0.06736222980543971, "lr": 1e-05, "mask_rcnn/accuracy": 0.9154838460681891, "mask_rcnn/false_negative": 0.07584210982618499, "mask_rcnn/false_positive": 0.10199917586520581, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9625022727996111, "total_loss": 0.6386700223665684}
{"data_time": 0.014791189227253199, "eta_seconds": 37365.769722964615, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26881179960448254, "fast_rcnn/fg_cls_accuracy": 0.6969585659712019, "iteration": 232499, "loss_box_reg": 0.20458797086030245, "loss_cls": 0.15165791613981128, "loss_mask": 0.21751530654728413, "loss_rpn_cls": 0.02830807724967599, "loss_rpn_loc": 0.06855320534668863, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036321185200253, "mask_rcnn/false_negative": 0.08435210218683376, "mask_rcnn/false_positive": 0.10683809884288366, "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": 0.9779256070032716, "total_loss": 0.6840036196517758}
{"data_time": 0.020533195696771145, "eta_seconds": 37336.15904210135, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22646320312702234, "fast_rcnn/fg_cls_accuracy": 0.7215988779803646, "iteration": 232519, "loss_box_reg": 0.19916676171123981, "loss_cls": 0.14918140601366758, "loss_mask": 0.22780845686793327, "loss_rpn_cls": 0.023706233478151262, "loss_rpn_loc": 0.06245111720636487, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023342821035811, "mask_rcnn/false_negative": 0.08599384904360083, "mask_rcnn/false_positive": 0.10801175962582385, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9978010933846235, "total_loss": 0.6695023872889578}
{"data_time": 0.024096503853797913, "eta_seconds": 37361.67558646761, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.23730517848164906, "fast_rcnn/fg_cls_accuracy": 0.7461042640600652, "iteration": 232539, "loss_box_reg": 0.20129908621311188, "loss_cls": 0.15138173196464777, "loss_mask": 0.20799542032182217, "loss_rpn_cls": 0.02385361262713559, "loss_rpn_loc": 0.06845492031425238, "lr": 1e-05, "mask_rcnn/accuracy": 0.9131078427788492, "mask_rcnn/false_negative": 0.07133412649354112, "mask_rcnn/false_positive": 0.09110606544433449, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0312975076958537, "total_loss": 0.6488930837949738}
{"data_time": 0.019545000046491623, "eta_seconds": 37296.312554329634, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2310039249356065, "fast_rcnn/fg_cls_accuracy": 0.7580732767134111, "iteration": 232559, "loss_box_reg": 0.19374485919252038, "loss_cls": 0.1473886240273714, "loss_mask": 0.21701456420123577, "loss_rpn_cls": 0.024926332000177354, "loss_rpn_loc": 0.07602931093424559, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125124317646639, "mask_rcnn/false_negative": 0.07851589270699316, "mask_rcnn/false_positive": 0.09789460210312832, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9729786743409932, "total_loss": 0.6647587844345253}
{"data_time": 0.013831987045705318, "eta_seconds": 37272.94511082582, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2462670578152812, "fast_rcnn/fg_cls_accuracy": 0.7269156609298008, "iteration": 232579, "loss_box_reg": 0.197904696688056, "loss_cls": 0.140015690587461, "loss_mask": 0.20912963524460793, "loss_rpn_cls": 0.02180773954023607, "loss_rpn_loc": 0.053588348906487226, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053240558050218, "mask_rcnn/false_negative": 0.08419768961225031, "mask_rcnn/false_positive": 0.1053104714945019, "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": 0.9865530882962048, "total_loss": 0.633981398656033}
{"data_time": 0.013493552803993225, "eta_seconds": 37292.40673882887, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2752238101558928, "fast_rcnn/fg_cls_accuracy": 0.6995240633210842, "iteration": 232599, "loss_box_reg": 0.19959518685936928, "loss_cls": 0.15472350036725402, "loss_mask": 0.21695479564368725, "loss_rpn_cls": 0.02474433381576091, "loss_rpn_loc": 0.06969743734225631, "lr": 1e-05, "mask_rcnn/accuracy": 0.89395819001758, "mask_rcnn/false_negative": 0.09329100598534082, "mask_rcnn/false_positive": 0.12200119010279842, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0319003066979349, "total_loss": 0.6888652810594067}
{"data_time": 0.027131971903145313, "eta_seconds": 37290.846306625754, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23401207329778756, "fast_rcnn/fg_cls_accuracy": 0.7364871225242864, "iteration": 232619, "loss_box_reg": 0.2030910588800907, "loss_cls": 0.14536886103451252, "loss_mask": 0.20729360729455948, "loss_rpn_cls": 0.02442918816814199, "loss_rpn_loc": 0.06810523825697601, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064794119058281, "mask_rcnn/false_negative": 0.07968821400794691, "mask_rcnn/false_positive": 0.10112697396161618, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0003233822062612, "total_loss": 0.6287098774919286}
{"data_time": 0.023493846878409386, "eta_seconds": 37288.34772378206, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.23563429571303585, "fast_rcnn/fg_cls_accuracy": 0.7285389754153592, "iteration": 232639, "loss_box_reg": 0.17610743641853333, "loss_cls": 0.13589773792773485, "loss_mask": 0.2175995372235775, "loss_rpn_cls": 0.02259278006386012, "loss_rpn_loc": 0.05445483163930476, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102069068368088, "mask_rcnn/false_negative": 0.07658165858310857, "mask_rcnn/false_positive": 0.10578150517407793, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0083291102200747, "total_loss": 0.6312463392969221}
{"data_time": 0.014186868444085121, "eta_seconds": 37323.97780997679, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.21231060606060606, "fast_rcnn/fg_cls_accuracy": 0.7490499337163058, "iteration": 232659, "loss_box_reg": 0.2065220307558775, "loss_cls": 0.15008134860545397, "loss_mask": 0.2135305441915989, "loss_rpn_cls": 0.025341082946397364, "loss_rpn_loc": 0.07458419818431139, "lr": 1e-05, "mask_rcnn/accuracy": 0.909056372106436, "mask_rcnn/false_negative": 0.08399891068562297, "mask_rcnn/false_positive": 0.09838893546810865, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0160741372965276, "total_loss": 0.6775692106457427}
{"data_time": 0.023050941061228514, "eta_seconds": 37317.621616087854, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.20338234562372492, "fast_rcnn/fg_cls_accuracy": 0.7735631942695655, "iteration": 232679, "loss_box_reg": 0.18671598844230175, "loss_cls": 0.14939699601382017, "loss_mask": 0.21781513653695583, "loss_rpn_cls": 0.025516449473798275, "loss_rpn_loc": 0.05916691559832543, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055519740683253, "mask_rcnn/false_negative": 0.09303381360955826, "mask_rcnn/false_positive": 0.09559298408306942, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9970158184878528, "total_loss": 0.646993426111294}
{"data_time": 0.02589893015101552, "eta_seconds": 37309.976136824116, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23498325205227444, "fast_rcnn/fg_cls_accuracy": 0.7098150782361309, "iteration": 232699, "loss_box_reg": 0.17990066297352314, "loss_cls": 0.1440831171348691, "loss_mask": 0.22482322715222836, "loss_rpn_cls": 0.024659272166900337, "loss_rpn_loc": 0.07466824585571885, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093740962984385, "mask_rcnn/false_negative": 0.08250449399791819, "mask_rcnn/false_positive": 0.09649454927295868, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0093140080571175, "total_loss": 0.6558076576329768}
{"data_time": 0.01819934882223606, "eta_seconds": 37289.234591051936, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23480272698730695, "fast_rcnn/fg_cls_accuracy": 0.7580957435675093, "iteration": 232719, "loss_box_reg": 0.19696118542924523, "loss_cls": 0.14874626323580742, "loss_mask": 0.21010304987430573, "loss_rpn_cls": 0.025271052385505755, "loss_rpn_loc": 0.06458660331554711, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029259449881317, "mask_rcnn/false_negative": 0.08431296869874694, "mask_rcnn/false_positive": 0.10280866551118764, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.015664542093873, "total_loss": 0.6350662625700352}
{"data_time": 0.016948801465332508, "eta_seconds": 37269.22963687219, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.25394958233446, "fast_rcnn/fg_cls_accuracy": 0.7408108153161412, "iteration": 232739, "loss_box_reg": 0.20542108360677958, "loss_cls": 0.158060135319829, "loss_mask": 0.21590874157845974, "loss_rpn_cls": 0.030081461765803397, "loss_rpn_loc": 0.06925640790723264, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027271590561007, "mask_rcnn/false_negative": 0.10290374143340558, "mask_rcnn/false_positive": 0.09549156645294984, "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": 1.0050281346775591, "total_loss": 0.6791723131900653}
{"data_time": 0.013690255116671324, "eta_seconds": 37237.62671444565, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2643633540372671, "fast_rcnn/fg_cls_accuracy": 0.7125988533017003, "iteration": 232759, "loss_box_reg": 0.18215108383446932, "loss_cls": 0.136521911714226, "loss_mask": 0.21203439123928547, "loss_rpn_cls": 0.022146478557260707, "loss_rpn_loc": 0.058794872369617224, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089693270981588, "mask_rcnn/false_negative": 0.08075656897058016, "mask_rcnn/false_positive": 0.09774938085954035, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0145429074764252, "total_loss": 0.6180042388004949}
{"data_time": 0.01670907950028777, "eta_seconds": 37189.555177390575, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.27365196078431375, "fast_rcnn/fg_cls_accuracy": 0.6975537330316741, "iteration": 232779, "loss_box_reg": 0.18795516528189182, "loss_cls": 0.1545356996357441, "loss_mask": 0.2189466618001461, "loss_rpn_cls": 0.02160348219331354, "loss_rpn_loc": 0.06363777117803693, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002203858554196, "mask_rcnn/false_negative": 0.08812462795398282, "mask_rcnn/false_positive": 0.10888523362825614, "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": 0.9903548560105264, "total_loss": 0.676041861763224}
{"data_time": 0.020950735080987215, "eta_seconds": 37143.74899696559, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21545339595375723, "fast_rcnn/fg_cls_accuracy": 0.7738439306358382, "iteration": 232799, "loss_box_reg": 0.18416608031839132, "loss_cls": 0.1405810797587037, "loss_mask": 0.21506953425705433, "loss_rpn_cls": 0.021556176710873842, "loss_rpn_loc": 0.0636645148624666, "lr": 1e-05, "mask_rcnn/accuracy": 0.907312859423475, "mask_rcnn/false_negative": 0.07926551046863341, "mask_rcnn/false_positive": 0.11125810982594328, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9840064565651119, "total_loss": 0.6628454749588855}
{"data_time": 0.022292741108685732, "eta_seconds": 37164.04646424577, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2669945855258141, "fast_rcnn/fg_cls_accuracy": 0.7190860215053764, "iteration": 232819, "loss_box_reg": 0.1920736376196146, "loss_cls": 0.14174710446968675, "loss_mask": 0.21231140941381454, "loss_rpn_cls": 0.02266248781234026, "loss_rpn_loc": 0.05864806775934994, "lr": 1e-05, "mask_rcnn/accuracy": 0.915929207554047, "mask_rcnn/false_negative": 0.07327264031670494, "mask_rcnn/false_positive": 0.09060431591433526, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0085256518796086, "total_loss": 0.6395697010739241}
{"data_time": 0.017211222555488348, "eta_seconds": 37147.22129248083, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.21870505645976618, "fast_rcnn/fg_cls_accuracy": 0.7643094002306805, "iteration": 232839, "loss_box_reg": 0.19760733470320702, "loss_cls": 0.1485885251313448, "loss_mask": 0.2163354679942131, "loss_rpn_cls": 0.02599457197356969, "loss_rpn_loc": 0.07343974127434194, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049987144769278, "mask_rcnn/false_negative": 0.08797796409753134, "mask_rcnn/false_positive": 0.1019167395385043, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9935764097608626, "total_loss": 0.6600347673520446}
{"data_time": 0.01796762552112341, "eta_seconds": 37157.82356550917, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24960613157334471, "fast_rcnn/fg_cls_accuracy": 0.7260965883916704, "iteration": 232859, "loss_box_reg": 0.18438971042633057, "loss_cls": 0.14753921143710613, "loss_mask": 0.20950529910624027, "loss_rpn_cls": 0.027610898250713944, "loss_rpn_loc": 0.06507933279499412, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090005859346589, "mask_rcnn/false_negative": 0.08299093963427781, "mask_rcnn/false_positive": 0.09661762103990698, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0236023883335292, "total_loss": 0.6482404407579452}
{"data_time": 0.014121413696557283, "eta_seconds": 37131.20600402355, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.292644799855426, "fast_rcnn/fg_cls_accuracy": 0.7028294944440356, "iteration": 232879, "loss_box_reg": 0.18334775418043137, "loss_cls": 0.14305033069103956, "loss_mask": 0.20180819556117058, "loss_rpn_cls": 0.02026269311318174, "loss_rpn_loc": 0.04863133223261684, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056082474891001, "mask_rcnn/false_negative": 0.07953632217428985, "mask_rcnn/false_positive": 0.10700111031074211, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0051792743615806, "total_loss": 0.6221273436967749}
{"data_time": 0.017358303535729647, "eta_seconds": 37125.7972300984, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2433414417545079, "fast_rcnn/fg_cls_accuracy": 0.7285393258426967, "iteration": 232899, "loss_box_reg": 0.1916777603328228, "loss_cls": 0.14268334489315748, "loss_mask": 0.21734601631760597, "loss_rpn_cls": 0.023348725779214874, "loss_rpn_loc": 0.08394873491488397, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084273853200159, "mask_rcnn/false_negative": 0.0935750056081871, "mask_rcnn/false_positive": 0.09338075875250332, "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": 1.0263629974797368, "total_loss": 0.6784604178392328}
{"data_time": 0.014423147775232792, "eta_seconds": 37090.9995225817, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19811571125265393, "fast_rcnn/fg_cls_accuracy": 0.7796526218465196, "iteration": 232919, "loss_box_reg": 0.18861196748912334, "loss_cls": 0.13074724655598402, "loss_mask": 0.21042717434465885, "loss_rpn_cls": 0.022799341124482453, "loss_rpn_loc": 0.07694471278227866, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059551440875022, "mask_rcnn/false_negative": 0.08922968741826152, "mask_rcnn/false_positive": 0.0984530004654347, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9959794436581433, "total_loss": 0.6630300403339788}
{"data_time": 0.013660176191478968, "eta_seconds": 37090.9560611099, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2565310734463277, "fast_rcnn/fg_cls_accuracy": 0.7335007173601148, "iteration": 232939, "loss_box_reg": 0.19366507697850466, "loss_cls": 0.15095524489879608, "loss_mask": 0.22503217682242393, "loss_rpn_cls": 0.027541539297089912, "loss_rpn_loc": 0.054295733803883195, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966920269367193, "mask_rcnn/false_negative": 0.08755278702036297, "mask_rcnn/false_positive": 0.10380316204622339, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9975931555964053, "total_loss": 0.6601313507417217}
{"data_time": 0.02617154410108924, "eta_seconds": 37082.20863893628, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2160243625211778, "fast_rcnn/fg_cls_accuracy": 0.7579099994821605, "iteration": 232959, "loss_box_reg": 0.17866814695298672, "loss_cls": 0.13230230240151286, "loss_mask": 0.2106416691094637, "loss_rpn_cls": 0.02299234614474699, "loss_rpn_loc": 0.06132360635092482, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023279036385197, "mask_rcnn/false_negative": 0.09269975708503421, "mask_rcnn/false_positive": 0.09784032293201886, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9968204698525369, "total_loss": 0.6070231544144917}
{"data_time": 0.014876901172101498, "eta_seconds": 37035.563740236685, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.21490489399643353, "fast_rcnn/fg_cls_accuracy": 0.7677226147583174, "iteration": 232979, "loss_box_reg": 0.20608144998550415, "loss_cls": 0.14706129860132933, "loss_mask": 0.21707478165626526, "loss_rpn_cls": 0.022205225890502334, "loss_rpn_loc": 0.07901409873738885, "lr": 1e-05, "mask_rcnn/accuracy": 0.906045171804712, "mask_rcnn/false_negative": 0.08400906255118326, "mask_rcnn/false_positive": 0.11419353429811166, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9858061261475086, "total_loss": 0.6636912691756152}
{"data_time": 0.018368625547736883, "eta_seconds": 36967.19824662432, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24288000731662704, "fast_rcnn/fg_cls_accuracy": 0.7397936222193648, "iteration": 232999, "loss_box_reg": 0.19284426979720592, "loss_cls": 0.14453316759318113, "loss_mask": 0.21288882941007614, "loss_rpn_cls": 0.02115134068299085, "loss_rpn_loc": 0.06219661561772227, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097495688416211, "mask_rcnn/false_negative": 0.08047012579285145, "mask_rcnn/false_positive": 0.10621739527781174, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.007745502050966, "total_loss": 0.6354719351511449}
{"data_time": 0.014930467121303082, "eta_seconds": 36959.79361251928, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27052194776589045, "fast_rcnn/fg_cls_accuracy": 0.7189409900576343, "iteration": 233019, "loss_box_reg": 0.19505583588033915, "loss_cls": 0.14997292961925268, "loss_mask": 0.2191663347184658, "loss_rpn_cls": 0.022465893940534443, "loss_rpn_loc": 0.05924739595502615, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109063179070636, "mask_rcnn/false_negative": 0.08874097039555363, "mask_rcnn/false_positive": 0.09668043516500738, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.023868762422353, "total_loss": 0.6386384854558855}
{"data_time": 0.01912901783362031, "eta_seconds": 36960.801698192954, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2350569747830022, "fast_rcnn/fg_cls_accuracy": 0.7414383561643836, "iteration": 233039, "loss_box_reg": 0.19568333448842168, "loss_cls": 0.14667781302705407, "loss_mask": 0.2144136242568493, "loss_rpn_cls": 0.028154366547823884, "loss_rpn_loc": 0.07810046337544918, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024385860032373, "mask_rcnn/false_negative": 0.08931151470839185, "mask_rcnn/false_positive": 0.10268736129937883, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.0013970686122775, "total_loss": 0.6638625913910801}
{"data_time": 0.014986636117100716, "eta_seconds": 36955.530107086524, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24247056159420288, "fast_rcnn/fg_cls_accuracy": 0.7214713940185931, "iteration": 233059, "loss_box_reg": 0.18289306107908487, "loss_cls": 0.1287865792401135, "loss_mask": 0.20877476781606674, "loss_rpn_cls": 0.021609093993902206, "loss_rpn_loc": 0.05416372569743544, "lr": 1e-05, "mask_rcnn/accuracy": 0.9158465728685922, "mask_rcnn/false_negative": 0.08133853928233656, "mask_rcnn/false_positive": 0.09473715678820602, "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": 0.9765081936493516, "total_loss": 0.6048361726570874}
{"data_time": 0.017882151063531637, "eta_seconds": 36935.521698798984, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2512229478806505, "fast_rcnn/fg_cls_accuracy": 0.7393253353973168, "iteration": 233079, "loss_box_reg": 0.19687595963478088, "loss_cls": 0.1411174051463604, "loss_mask": 0.22524159401655197, "loss_rpn_cls": 0.024383208015933633, "loss_rpn_loc": 0.07257292291615158, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075937595900988, "mask_rcnn/false_negative": 0.08359781070927755, "mask_rcnn/false_positive": 0.09454370524113753, "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": 0.9755563531070948, "total_loss": 0.6521031977026723}
{"data_time": 0.016863880679011345, "eta_seconds": 36924.47992991656, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2660616438356165, "fast_rcnn/fg_cls_accuracy": 0.7228752903256388, "iteration": 233099, "loss_box_reg": 0.19485541805624962, "loss_cls": 0.14808364585042, "loss_mask": 0.2134853843599558, "loss_rpn_cls": 0.023648778267670423, "loss_rpn_loc": 0.058709044475108385, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040799163955118, "mask_rcnn/false_negative": 0.09537520067572776, "mask_rcnn/false_positive": 0.09867476893638019, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9869410120882094, "total_loss": 0.6382217571372166}
{"data_time": 0.017422428354620934, "eta_seconds": 36880.79996291548, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2334910122989593, "fast_rcnn/fg_cls_accuracy": 0.7596585533671627, "iteration": 233119, "loss_box_reg": 0.20882670674473047, "loss_cls": 0.14893684815615416, "loss_mask": 0.22145671397447586, "loss_rpn_cls": 0.027842042967677116, "loss_rpn_loc": 0.075118079315871, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088022546681009, "mask_rcnn/false_negative": 0.09112539812132213, "mask_rcnn/false_positive": 0.09747524097073873, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9754779245704412, "total_loss": 0.718120273668319}
{"data_time": 0.018015787471085787, "eta_seconds": 36860.79952909611, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.20408097892241656, "fast_rcnn/fg_cls_accuracy": 0.7773809523809524, "iteration": 233139, "loss_box_reg": 0.1692145448178053, "loss_cls": 0.1276779305189848, "loss_mask": 0.2130600232630968, "loss_rpn_cls": 0.018927462864667177, "loss_rpn_loc": 0.05710015940712765, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026456354843901, "mask_rcnn/false_negative": 0.09212737204164448, "mask_rcnn/false_positive": 0.1037618007910728, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.01839793426916, "total_loss": 0.596296778996475}
{"data_time": 0.014346207957714796, "eta_seconds": 36825.5350048095, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.260797818912326, "fast_rcnn/fg_cls_accuracy": 0.7186928380469959, "iteration": 233159, "loss_box_reg": 0.19427705369889736, "loss_cls": 0.14551083138212562, "loss_mask": 0.21619454212486744, "loss_rpn_cls": 0.025850698119029403, "loss_rpn_loc": 0.0599989389302209, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024765796051228, "mask_rcnn/false_negative": 0.08401159719462245, "mask_rcnn/false_positive": 0.10693818500335218, "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": 0.9836416481994092, "total_loss": 0.6533498101634905}
{"data_time": 0.0175154535099864, "eta_seconds": 36787.357822721824, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.22266445975595672, "fast_rcnn/fg_cls_accuracy": 0.7514239511862986, "iteration": 233179, "loss_box_reg": 0.19776767306029797, "loss_cls": 0.14411050220951438, "loss_mask": 0.2192703653126955, "loss_rpn_cls": 0.022274990216828883, "loss_rpn_loc": 0.0603180774487555, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059662836153197, "mask_rcnn/false_negative": 0.08282530451204763, "mask_rcnn/false_positive": 0.10027832921686433, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0044380780309439, "total_loss": 0.6133086730842479}
{"data_time": 0.016383946873247623, "eta_seconds": 36815.471249073744, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.21763419965994657, "fast_rcnn/fg_cls_accuracy": 0.7768778401496925, "iteration": 233199, "loss_box_reg": 0.21238196268677711, "loss_cls": 0.1492470195516944, "loss_mask": 0.21994773484766483, "loss_rpn_cls": 0.027991743991151452, "loss_rpn_loc": 0.0695248139090836, "lr": 1e-05, "mask_rcnn/accuracy": 0.9132878670242801, "mask_rcnn/false_negative": 0.08151983228576945, "mask_rcnn/false_positive": 0.0974190337000429, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.015016215853393, "total_loss": 0.698109112912789}
{"data_time": 0.020330773666501045, "eta_seconds": 36800.210485579446, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24526862026862026, "fast_rcnn/fg_cls_accuracy": 0.725073359232931, "iteration": 233219, "loss_box_reg": 0.20374628342688084, "loss_cls": 0.1466756435111165, "loss_mask": 0.21755636855959892, "loss_rpn_cls": 0.025846050499239936, "loss_rpn_loc": 0.07194677100051194, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059263161885922, "mask_rcnn/false_negative": 0.09180490750260209, "mask_rcnn/false_positive": 0.09599979073143812, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0250440128147602, "total_loss": 0.6465062547358684}
{"data_time": 0.022734103724360466, "eta_seconds": 36787.933430597186, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25344036697247707, "fast_rcnn/fg_cls_accuracy": 0.7257615233238172, "iteration": 233239, "loss_box_reg": 0.20828862488269806, "loss_cls": 0.1540865544229746, "loss_mask": 0.2182267140597105, "loss_rpn_cls": 0.03193207836011425, "loss_rpn_loc": 0.07423561124596745, "lr": 1e-05, "mask_rcnn/accuracy": 0.90097159052128, "mask_rcnn/false_negative": 0.09300306475318504, "mask_rcnn/false_positive": 0.10704782497096708, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 1.009348075836897, "total_loss": 0.6859306942205876}
{"data_time": 0.012169987428933382, "eta_seconds": 36778.3952946309, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22450887573964495, "fast_rcnn/fg_cls_accuracy": 0.7318181818181818, "iteration": 233259, "loss_box_reg": 0.19850938022136688, "loss_cls": 0.1397586315870285, "loss_mask": 0.21296046674251556, "loss_rpn_cls": 0.028649634681642056, "loss_rpn_loc": 0.08031598059460521, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081263749006097, "mask_rcnn/false_negative": 0.09631966579459983, "mask_rcnn/false_positive": 0.10023225552977044, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0164742623455822, "total_loss": 0.6605941883171909}
{"data_time": 0.015427249018102884, "eta_seconds": 36764.8239280656, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22148187073042563, "fast_rcnn/fg_cls_accuracy": 0.7470520231213873, "iteration": 233279, "loss_box_reg": 0.18682196363806725, "loss_cls": 0.14015615917742252, "loss_mask": 0.2008429504930973, "loss_rpn_cls": 0.021883896202780306, "loss_rpn_loc": 0.06268852390348911, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079620704440069, "mask_rcnn/false_negative": 0.08918378965292376, "mask_rcnn/false_positive": 0.08469040424165489, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9779492449015379, "total_loss": 0.6250431594671682}
{"data_time": 0.01491108862683177, "eta_seconds": 36727.88783740252, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.25301817257593084, "fast_rcnn/fg_cls_accuracy": 0.7177129060579456, "iteration": 233299, "loss_box_reg": 0.18843635823577642, "loss_cls": 0.1483703893609345, "loss_mask": 0.21660314593464136, "loss_rpn_cls": 0.027069860137999058, "loss_rpn_loc": 0.05909770377911627, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012462374790797, "mask_rcnn/false_negative": 0.09348541569841132, "mask_rcnn/false_positive": 0.09800517326466796, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9750026906840503, "total_loss": 0.6559171659173444}
{"data_time": 0.016647879499942064, "eta_seconds": 36695.4207993485, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.20870932771441222, "fast_rcnn/fg_cls_accuracy": 0.7679819374260832, "iteration": 233319, "loss_box_reg": 0.188685882370919, "loss_cls": 0.13158234488219023, "loss_mask": 0.2160503789782524, "loss_rpn_cls": 0.024909310275688767, "loss_rpn_loc": 0.06047155149281025, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939967242534531, "mask_rcnn/false_negative": 0.09051490768898626, "mask_rcnn/false_positive": 0.1052121157648635, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9795055212453008, "total_loss": 0.6264521451084875}
{"data_time": 0.016863885801285505, "eta_seconds": 36680.144545985386, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.19133058113686885, "fast_rcnn/fg_cls_accuracy": 0.7878736628472369, "iteration": 233339, "loss_box_reg": 0.18721186090260744, "loss_cls": 0.1300063831731677, "loss_mask": 0.21273505128920078, "loss_rpn_cls": 0.021237313689198345, "loss_rpn_loc": 0.05054939992260188, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008805845887267, "mask_rcnn/false_negative": 0.08171674349595558, "mask_rcnn/false_positive": 0.10852521757794287, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.023274514824152, "total_loss": 0.5776418771711178}
{"data_time": 0.013269753195345402, "eta_seconds": 36660.13355605304, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2234295415959253, "fast_rcnn/fg_cls_accuracy": 0.724612329081048, "iteration": 233359, "loss_box_reg": 0.19387399032711983, "loss_cls": 0.13793384050950408, "loss_mask": 0.21962091140449047, "loss_rpn_cls": 0.02243570372229442, "loss_rpn_loc": 0.07334879087284207, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031307528545452, "mask_rcnn/false_negative": 0.07908004814954797, "mask_rcnn/false_positive": 0.09387331892947973, "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": 1.003811637405306, "total_loss": 0.638076756382361}
{"data_time": 0.018837934359908104, "eta_seconds": 36644.2941743508, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19618720480893087, "fast_rcnn/fg_cls_accuracy": 0.784485012395763, "iteration": 233379, "loss_box_reg": 0.18645836599171162, "loss_cls": 0.14357581175863743, "loss_mask": 0.20745219476521015, "loss_rpn_cls": 0.024330124258995056, "loss_rpn_loc": 0.06211460568010807, "lr": 1e-05, "mask_rcnn/accuracy": 0.9151695942306541, "mask_rcnn/false_negative": 0.07516958958584813, "mask_rcnn/false_positive": 0.0987411612027029, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0116383526474237, "total_loss": 0.6239200558047742}
{"data_time": 0.015512687619775534, "eta_seconds": 36627.81184874475, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.23802116807285756, "fast_rcnn/fg_cls_accuracy": 0.7408928058636108, "iteration": 233399, "loss_box_reg": 0.20365680754184723, "loss_cls": 0.15953708440065384, "loss_mask": 0.2318840641528368, "loss_rpn_cls": 0.025184642057865858, "loss_rpn_loc": 0.07167364680208266, "lr": 1e-05, "mask_rcnn/accuracy": 0.901496757989164, "mask_rcnn/false_negative": 0.09238265502570353, "mask_rcnn/false_positive": 0.11128007615177815, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9854293852113187, "total_loss": 0.7123496842104942}
{"data_time": 0.014537235256284475, "eta_seconds": 36600.10058625601, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.20529579353108765, "fast_rcnn/fg_cls_accuracy": 0.777053721805103, "iteration": 233419, "loss_box_reg": 0.21721766702830791, "loss_cls": 0.15453995298594236, "loss_mask": 0.22247504256665707, "loss_rpn_cls": 0.02717104143812321, "loss_rpn_loc": 0.08206494734622538, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071215551346337, "mask_rcnn/false_negative": 0.0900599415774963, "mask_rcnn/false_positive": 0.0986016847772985, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9778744517825544, "total_loss": 0.6816431633196771}
{"data_time": 0.016076033003628254, "eta_seconds": 36587.78145328164, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21559343434343436, "fast_rcnn/fg_cls_accuracy": 0.7746031746031746, "iteration": 233439, "loss_box_reg": 0.18285846058279276, "loss_cls": 0.13026669528335333, "loss_mask": 0.2132905162870884, "loss_rpn_cls": 0.020934444095473737, "loss_rpn_loc": 0.05802525905892253, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121080128405874, "mask_rcnn/false_negative": 0.07967435078314468, "mask_rcnn/false_positive": 0.09642882386013937, "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": 1.00724085746333, "total_loss": 0.6089893658063374}
{"data_time": 0.02257073810324073, "eta_seconds": 36573.37965901941, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.265581098339719, "fast_rcnn/fg_cls_accuracy": 0.7084807501263573, "iteration": 233459, "loss_box_reg": 0.19551196321845055, "loss_cls": 0.14006817527115345, "loss_mask": 0.20795217156410217, "loss_rpn_cls": 0.024779811967164278, "loss_rpn_loc": 0.06156134535558522, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015809638117398, "mask_rcnn/false_negative": 0.08275235740462882, "mask_rcnn/false_positive": 0.10211144377429196, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0059368209913373, "total_loss": 0.6660935874097049}
{"data_time": 0.01831375900655985, "eta_seconds": 36553.36138881743, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24638622991130238, "fast_rcnn/fg_cls_accuracy": 0.7073522622345337, "iteration": 233479, "loss_box_reg": 0.19249402359127998, "loss_cls": 0.14142720121890306, "loss_mask": 0.21395829692482948, "loss_rpn_cls": 0.026241514831781387, "loss_rpn_loc": 0.0712093990878202, "lr": 1e-05, "mask_rcnn/accuracy": 0.9138861737206264, "mask_rcnn/false_negative": 0.09215081549054821, "mask_rcnn/false_positive": 0.08467884219488173, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9805177538655698, "total_loss": 0.6395430194679648}
{"data_time": 0.024017036892473698, "eta_seconds": 36538.14448160119, "fast_rcnn/cls_accuracy": 0.963623046875, "fast_rcnn/false_negative": 0.23692805816694595, "fast_rcnn/fg_cls_accuracy": 0.7245097469849198, "iteration": 233499, "loss_box_reg": 0.18388336803764105, "loss_cls": 0.15013727266341448, "loss_mask": 0.21726391278207302, "loss_rpn_cls": 0.024642413191031665, "loss_rpn_loc": 0.06510995049029589, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127450636346621, "mask_rcnn/false_negative": 0.08190914490820023, "mask_rcnn/false_positive": 0.09396073384846794, "roi_head/num_bg_samples": 458.375, "roi_head/num_fg_samples": 53.625, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9979692935012281, "total_loss": 0.6540178616996855}
{"data_time": 0.023805055301636457, "eta_seconds": 36518.123580515385, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.25766547787273175, "fast_rcnn/fg_cls_accuracy": 0.7237399905793689, "iteration": 233519, "loss_box_reg": 0.198438024148345, "loss_cls": 0.14292342774569988, "loss_mask": 0.22607620153576136, "loss_rpn_cls": 0.025198194314725697, "loss_rpn_loc": 0.061291171703487635, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060097354810188, "mask_rcnn/false_negative": 0.07467438122795134, "mask_rcnn/false_positive": 0.10822780117917626, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.988028516061604, "total_loss": 0.664721105073113}
{"data_time": 0.014365567825734615, "eta_seconds": 36493.306578211486, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2035413744740533, "fast_rcnn/fg_cls_accuracy": 0.7634072580645161, "iteration": 233539, "loss_box_reg": 0.2048097914084792, "loss_cls": 0.14777360577136278, "loss_mask": 0.2173270769417286, "loss_rpn_cls": 0.02128025720594451, "loss_rpn_loc": 0.0733486267272383, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003818603499405, "mask_rcnn/false_negative": 0.08574565874850437, "mask_rcnn/false_positive": 0.11104005818561903, "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": 1.0188043746165931, "total_loss": 0.6987865917908493}
{"data_time": 0.015022587962448597, "eta_seconds": 36465.70689767599, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21252920962199312, "fast_rcnn/fg_cls_accuracy": 0.7513820409382937, "iteration": 233559, "loss_box_reg": 0.1938940081745386, "loss_cls": 0.14726805314421654, "loss_mask": 0.2068341989070177, "loss_rpn_cls": 0.024758765008300543, "loss_rpn_loc": 0.06763465004041791, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127038302663331, "mask_rcnn/false_negative": 0.07768842361742948, "mask_rcnn/false_positive": 0.09458192664369883, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9888859977945685, "total_loss": 0.6485104266321287}
{"data_time": 0.015414845664054155, "eta_seconds": 36424.51913315803, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.20988786325986242, "fast_rcnn/fg_cls_accuracy": 0.772538301639849, "iteration": 233579, "loss_box_reg": 0.19259308511391282, "loss_cls": 0.14808660000562668, "loss_mask": 0.21456417627632618, "loss_rpn_cls": 0.024647443555295467, "loss_rpn_loc": 0.06001602252945304, "lr": 1e-05, "mask_rcnn/accuracy": 0.9119997130365793, "mask_rcnn/false_negative": 0.08233105755554261, "mask_rcnn/false_positive": 0.10148881221947596, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9760158048011363, "total_loss": 0.6411853779572994}
{"data_time": 0.02223646966740489, "eta_seconds": 36350.35975128412, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.21243392412935325, "fast_rcnn/fg_cls_accuracy": 0.7414369329821481, "iteration": 233599, "loss_box_reg": 0.19631901755928993, "loss_cls": 0.14318685047328472, "loss_mask": 0.22404557280242443, "loss_rpn_cls": 0.026088352082297206, "loss_rpn_loc": 0.06432733102701604, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044856146100824, "mask_rcnn/false_negative": 0.09722453989116076, "mask_rcnn/false_positive": 0.09854624622126268, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9792118333280087, "total_loss": 0.6534109025378712}
{"data_time": 0.018807028885930777, "eta_seconds": 36330.387026146054, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2208013640238704, "fast_rcnn/fg_cls_accuracy": 0.7670740593534711, "iteration": 233619, "loss_box_reg": 0.19774973019957542, "loss_cls": 0.13955244049429893, "loss_mask": 0.21635007858276367, "loss_rpn_cls": 0.023472461965866387, "loss_rpn_loc": 0.08210508777119685, "lr": 1e-05, "mask_rcnn/accuracy": 0.9149618742028061, "mask_rcnn/false_negative": 0.0748839999568173, "mask_rcnn/false_positive": 0.10260634399111115, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0011840504594147, "total_loss": 0.6803072962793522}
{"data_time": 0.01648022187873721, "eta_seconds": 36275.86402941495, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.19475229756919898, "fast_rcnn/fg_cls_accuracy": 0.7633127179325288, "iteration": 233639, "loss_box_reg": 0.18078966904431581, "loss_cls": 0.1473445426672697, "loss_mask": 0.21697277761995792, "loss_rpn_cls": 0.028024945175275207, "loss_rpn_loc": 0.06494007469154894, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081315297189548, "mask_rcnn/false_negative": 0.08454355618696846, "mask_rcnn/false_positive": 0.1030290282864493, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9652919713407755, "total_loss": 0.6375501567963511}
{"data_time": 0.018367971759289503, "eta_seconds": 36246.57956414856, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2749283211213762, "fast_rcnn/fg_cls_accuracy": 0.7102593534776944, "iteration": 233659, "loss_box_reg": 0.20486243534833193, "loss_cls": 0.15234187059104443, "loss_mask": 0.22686090786010027, "loss_rpn_cls": 0.022288002801360562, "loss_rpn_loc": 0.05904154106974602, "lr": 1e-05, "mask_rcnn/accuracy": 0.8977568919083041, "mask_rcnn/false_negative": 0.09096520509564326, "mask_rcnn/false_positive": 0.10988619913148853, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9890877678990364, "total_loss": 0.6610350293340161}
{"data_time": 0.015485039912164211, "eta_seconds": 36238.92539665103, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.29222423146473775, "fast_rcnn/fg_cls_accuracy": 0.6743465775902484, "iteration": 233679, "loss_box_reg": 0.1956534394994378, "loss_cls": 0.14337862189859152, "loss_mask": 0.21493107825517654, "loss_rpn_cls": 0.027518390910699964, "loss_rpn_loc": 0.07364487007725984, "lr": 1e-05, "mask_rcnn/accuracy": 0.8979012793884446, "mask_rcnn/false_negative": 0.09758547433123406, "mask_rcnn/false_positive": 0.11426557639847157, "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": 1.016928722616285, "total_loss": 0.6433015055954456}
{"data_time": 0.013746190816164017, "eta_seconds": 36206.682393467054, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23183265234502293, "fast_rcnn/fg_cls_accuracy": 0.6941739732348869, "iteration": 233699, "loss_box_reg": 0.19054578617215157, "loss_cls": 0.14610898401588202, "loss_mask": 0.2030430193990469, "loss_rpn_cls": 0.022723596543073654, "loss_rpn_loc": 0.06070417305454612, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084187740204946, "mask_rcnn/false_negative": 0.08275722902076368, "mask_rcnn/false_positive": 0.0929038929958169, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9540012166835368, "total_loss": 0.65382572542876}
{"data_time": 0.017196742817759514, "eta_seconds": 36178.79847122356, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2664602987421384, "fast_rcnn/fg_cls_accuracy": 0.7178873501254763, "iteration": 233719, "loss_box_reg": 0.1974345063790679, "loss_cls": 0.15366294886916876, "loss_mask": 0.21921667642891407, "loss_rpn_cls": 0.025332128745503724, "loss_rpn_loc": 0.0573172140866518, "lr": 1e-05, "mask_rcnn/accuracy": 0.8986168524668083, "mask_rcnn/false_negative": 0.08057345714398867, "mask_rcnn/false_positive": 0.11357504650418715, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9752962631173432, "total_loss": 0.6667068620445207}
{"data_time": 0.015440866816788912, "eta_seconds": 36158.85426037945, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2544549681646456, "fast_rcnn/fg_cls_accuracy": 0.7455450318353545, "iteration": 233739, "loss_box_reg": 0.20396157819777727, "loss_cls": 0.15533415041863918, "loss_mask": 0.23164114356040955, "loss_rpn_cls": 0.023101180442608893, "loss_rpn_loc": 0.06303353479597718, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031356176939787, "mask_rcnn/false_negative": 0.08300318832805606, "mask_rcnn/false_positive": 0.11014837497853565, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.000523541122675, "total_loss": 0.696085346658947}
{"data_time": 0.02458137460052967, "eta_seconds": 36108.51179044694, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.25357699636237657, "fast_rcnn/fg_cls_accuracy": 0.7366418384433282, "iteration": 233759, "loss_box_reg": 0.1830038959160447, "loss_cls": 0.13958764169365168, "loss_mask": 0.21002525091171265, "loss_rpn_cls": 0.026652800108422525, "loss_rpn_loc": 0.06540049379691482, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993762960588789, "mask_rcnn/false_negative": 0.08727052083799332, "mask_rcnn/false_positive": 0.1106299006607058, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9835227262228727, "total_loss": 0.6622464330575895}
{"data_time": 0.014334814622998238, "eta_seconds": 36084.96224377304, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21598475833607617, "fast_rcnn/fg_cls_accuracy": 0.7828365779430946, "iteration": 233779, "loss_box_reg": 0.2032460719347, "loss_cls": 0.14915698301047087, "loss_mask": 0.22953631915152073, "loss_rpn_cls": 0.02478542149765417, "loss_rpn_loc": 0.07647064980119467, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039776229976928, "mask_rcnn/false_negative": 0.08931450030212892, "mask_rcnn/false_positive": 0.10679222070689268, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9517923179082572, "total_loss": 0.6874866259167902}
{"data_time": 0.02518609305843711, "eta_seconds": 36067.24951826036, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2643192488262911, "fast_rcnn/fg_cls_accuracy": 0.7016647389292796, "iteration": 233799, "loss_box_reg": 0.20988998468965292, "loss_cls": 0.16468684934079647, "loss_mask": 0.2226771954447031, "loss_rpn_cls": 0.028210567019414157, "loss_rpn_loc": 0.06627209950238466, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078164343671862, "mask_rcnn/false_negative": 0.08672468850244036, "mask_rcnn/false_positive": 0.10747534362758562, "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": 0.9973960546776652, "total_loss": 0.7097451921727043}
{"data_time": 0.021982106380164623, "eta_seconds": 36030.122715979815, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2528498427672956, "fast_rcnn/fg_cls_accuracy": 0.7239711302211302, "iteration": 233819, "loss_box_reg": 0.1957963015884161, "loss_cls": 0.1452876552939415, "loss_mask": 0.21558535285294056, "loss_rpn_cls": 0.027466731669846922, "loss_rpn_loc": 0.06282869447022676, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076363929773805, "mask_rcnn/false_negative": 0.08753443925541593, "mask_rcnn/false_positive": 0.10509156829710938, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9854841115884483, "total_loss": 0.6460816005710512}
{"data_time": 0.011856202501803637, "eta_seconds": 36010.20556688309, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2869958297024773, "fast_rcnn/fg_cls_accuracy": 0.7071440645223606, "iteration": 233839, "loss_box_reg": 0.19709592126309872, "loss_cls": 0.14230966474860907, "loss_mask": 0.21568800695240498, "loss_rpn_cls": 0.0234551356988959, "loss_rpn_loc": 0.06285133841447532, "lr": 1e-05, "mask_rcnn/accuracy": 0.8970031065562113, "mask_rcnn/false_negative": 0.08966791371756971, "mask_rcnn/false_positive": 0.11499636756018128, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.994076028931886, "total_loss": 0.6449670639703982}
{"data_time": 0.01943081244826317, "eta_seconds": 35974.476058688015, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2399474641341685, "fast_rcnn/fg_cls_accuracy": 0.7239455782312925, "iteration": 233859, "loss_box_reg": 0.20983197912573814, "loss_cls": 0.15552684012800455, "loss_mask": 0.22787531837821007, "loss_rpn_cls": 0.02947519882582128, "loss_rpn_loc": 0.07820746139623225, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971705156522091, "mask_rcnn/false_negative": 0.09748574701582872, "mask_rcnn/false_positive": 0.10284517547871641, "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": 1.0029240883886814, "total_loss": 0.7092294572503306}
{"data_time": 0.013327818363904953, "eta_seconds": 35935.51078811288, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21868187154117055, "fast_rcnn/fg_cls_accuracy": 0.7383762200532387, "iteration": 233879, "loss_box_reg": 0.19827604852616787, "loss_cls": 0.14486286602914333, "loss_mask": 0.2177402451634407, "loss_rpn_cls": 0.024613895919173956, "loss_rpn_loc": 0.059829604579135776, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088443845223249, "mask_rcnn/false_negative": 0.08133878726764557, "mask_rcnn/false_positive": 0.10210267115937494, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9814551137387753, "total_loss": 0.6425473517738283}
{"data_time": 0.013843057677149773, "eta_seconds": 35862.09032945335, "fast_rcnn/cls_accuracy": 0.959228515625, "fast_rcnn/false_negative": 0.15692865105908585, "fast_rcnn/fg_cls_accuracy": 0.8377192982456141, "iteration": 233899, "loss_box_reg": 0.18594484589993954, "loss_cls": 0.1325347376987338, "loss_mask": 0.21194172836840153, "loss_rpn_cls": 0.021384274936281145, "loss_rpn_loc": 0.05650264385621995, "lr": 1e-05, "mask_rcnn/accuracy": 0.9154485319656032, "mask_rcnn/false_negative": 0.0790384976469364, "mask_rcnn/false_positive": 0.10110679015038293, "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": 0.9771582931280136, "total_loss": 0.620844955847133}
{"data_time": 0.018752416130155325, "eta_seconds": 35895.71509510279, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2503804435810264, "fast_rcnn/fg_cls_accuracy": 0.7482111057147482, "iteration": 233919, "loss_box_reg": 0.19998391438275576, "loss_cls": 0.14683134853839874, "loss_mask": 0.21743987500667572, "loss_rpn_cls": 0.02362338954117149, "loss_rpn_loc": 0.07561565772630274, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055857494787358, "mask_rcnn/false_negative": 0.083560621469371, "mask_rcnn/false_positive": 0.10615548480681715, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.033167041838169, "total_loss": 0.677581358293537}
{"data_time": 0.024931431747972965, "eta_seconds": 35875.81724859774, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2045512513948669, "fast_rcnn/fg_cls_accuracy": 0.7611493374108053, "iteration": 233939, "loss_box_reg": 0.19521697610616684, "loss_cls": 0.1518232962116599, "loss_mask": 0.2347871195524931, "loss_rpn_cls": 0.02148002863395959, "loss_rpn_loc": 0.0688188715139404, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083601510753776, "mask_rcnn/false_negative": 0.07803669891879289, "mask_rcnn/false_positive": 0.09665135372784583, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 1.0182412420399487, "total_loss": 0.6798863124568015}
{"data_time": 0.02113346755504608, "eta_seconds": 35841.60957546905, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.21836370897826785, "fast_rcnn/fg_cls_accuracy": 0.7639328328887235, "iteration": 233959, "loss_box_reg": 0.18667692691087723, "loss_cls": 0.1494951071217656, "loss_mask": 0.21068558283150196, "loss_rpn_cls": 0.02228871249826625, "loss_rpn_loc": 0.06098356889560819, "lr": 1e-05, "mask_rcnn/accuracy": 0.9172578709669084, "mask_rcnn/false_negative": 0.07844196822287941, "mask_rcnn/false_positive": 0.10258029547342942, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9829524015076458, "total_loss": 0.6339916875003837}
{"data_time": 0.015388019382953644, "eta_seconds": 35821.71967004426, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.25065108302102523, "fast_rcnn/fg_cls_accuracy": 0.7315284928102255, "iteration": 233979, "loss_box_reg": 0.1920062741264701, "loss_cls": 0.1380761917680502, "loss_mask": 0.21523066610097885, "loss_rpn_cls": 0.026583271624986082, "loss_rpn_loc": 0.06125791766680777, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056992029841617, "mask_rcnn/false_negative": 0.08149822306756238, "mask_rcnn/false_positive": 0.10509963990024127, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9834985719062388, "total_loss": 0.6266000173054636}
{"data_time": 0.01906025828793645, "eta_seconds": 35801.82976461947, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.23498546980949303, "fast_rcnn/fg_cls_accuracy": 0.7319984615673252, "iteration": 233999, "loss_box_reg": 0.18593364767730236, "loss_cls": 0.13784661749377847, "loss_mask": 0.2171282172203064, "loss_rpn_cls": 0.020984066068194807, "loss_rpn_loc": 0.07304564164951444, "lr": 1e-05, "mask_rcnn/accuracy": 0.9129628194462975, "mask_rcnn/false_negative": 0.08094353505587461, "mask_rcnn/false_positive": 0.0936573455749101, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.007332495879382, "total_loss": 0.6379031038377434}
{"data_time": 0.02370051061734557, "eta_seconds": 35755.613943021744, "fast_rcnn/cls_accuracy": 0.960693359375, "fast_rcnn/false_negative": 0.16276024723487315, "fast_rcnn/fg_cls_accuracy": 0.8232957366815634, "iteration": 234019, "loss_box_reg": 0.17904886417090893, "loss_cls": 0.13318736664950848, "loss_mask": 0.21233461424708366, "loss_rpn_cls": 0.018850574793759733, "loss_rpn_loc": 0.059970268281176686, "lr": 1e-05, "mask_rcnn/accuracy": 0.9172616581090132, "mask_rcnn/false_negative": 0.0719487401712505, "mask_rcnn/false_positive": 0.09195872142255031, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 236.125, "rpn/num_pos_anchors": 19.875, "time": 1.0047752363607287, "total_loss": 0.5952486876049079}
{"data_time": 0.02338731475174427, "eta_seconds": 35710.32106220722, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24082039750471493, "fast_rcnn/fg_cls_accuracy": 0.7199905423231041, "iteration": 234039, "loss_box_reg": 0.2005467265844345, "loss_cls": 0.14545796206220984, "loss_mask": 0.22270161472260952, "loss_rpn_cls": 0.02928622259059921, "loss_rpn_loc": 0.0757846673950553, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053439748816592, "mask_rcnn/false_negative": 0.08514234378539134, "mask_rcnn/false_positive": 0.10651349408337654, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9789393520914018, "total_loss": 0.6829259280348197}
{"data_time": 0.02282150322571397, "eta_seconds": 35720.39691142738, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2680365296803653, "fast_rcnn/fg_cls_accuracy": 0.6781573498964804, "iteration": 234059, "loss_box_reg": 0.20669359620660543, "loss_cls": 0.15470878314226866, "loss_mask": 0.22065988183021545, "loss_rpn_cls": 0.028542259067762643, "loss_rpn_loc": 0.06752561841858551, "lr": 1e-05, "mask_rcnn/accuracy": 0.8922728789791778, "mask_rcnn/false_negative": 0.08478382741834758, "mask_rcnn/false_positive": 0.10938682423855245, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0030824248678982, "total_loss": 0.6669724399689585}
{"data_time": 0.01529706409201026, "eta_seconds": 35705.733619853854, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2221142986220917, "fast_rcnn/fg_cls_accuracy": 0.7597795604252267, "iteration": 234079, "loss_box_reg": 0.20258143730461597, "loss_cls": 0.15091880597174168, "loss_mask": 0.21834131330251694, "loss_rpn_cls": 0.02454658003989607, "loss_rpn_loc": 0.0738488674396649, "lr": 1e-05, "mask_rcnn/accuracy": 0.9123710157764404, "mask_rcnn/false_negative": 0.08048641025534257, "mask_rcnn/false_positive": 0.08944895423397642, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.983160107396543, "total_loss": 0.6481853921723086}
{"data_time": 0.015147014986723661, "eta_seconds": 35680.64132221043, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.22520097352312118, "fast_rcnn/fg_cls_accuracy": 0.7505459839844698, "iteration": 234099, "loss_box_reg": 0.1679322449490428, "loss_cls": 0.13249413203448057, "loss_mask": 0.19547206535935402, "loss_rpn_cls": 0.022181816631928086, "loss_rpn_loc": 0.059773971093818545, "lr": 1e-05, "mask_rcnn/accuracy": 0.9146059975790815, "mask_rcnn/false_negative": 0.07105789490122782, "mask_rcnn/false_positive": 0.08639221422234153, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9778768378309906, "total_loss": 0.6095367259113118}
{"data_time": 0.013346971943974495, "eta_seconds": 35744.1952794604, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.25300745849707273, "fast_rcnn/fg_cls_accuracy": 0.7395741438768144, "iteration": 234119, "loss_box_reg": 0.18864674866199493, "loss_cls": 0.13127631647512317, "loss_mask": 0.2131005097180605, "loss_rpn_cls": 0.0201022728724638, "loss_rpn_loc": 0.04918161709792912, "lr": 1e-05, "mask_rcnn/accuracy": 0.903853961596971, "mask_rcnn/false_negative": 0.08944581997939993, "mask_rcnn/false_positive": 0.10594123242524264, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0213752374984324, "total_loss": 0.5944353680824861}
{"data_time": 0.014325706288218498, "eta_seconds": 35726.30441915244, "fast_rcnn/cls_accuracy": 0.959228515625, "fast_rcnn/false_negative": 0.23658942296661695, "fast_rcnn/fg_cls_accuracy": 0.7478480272621676, "iteration": 234139, "loss_box_reg": 0.192185721360147, "loss_cls": 0.1374260988086462, "loss_mask": 0.21377111412584782, "loss_rpn_cls": 0.02197414345573634, "loss_rpn_loc": 0.050911407452076674, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099366148940993, "mask_rcnn/false_negative": 0.08203770168181465, "mask_rcnn/false_positive": 0.09813992668414398, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0168645093217492, "total_loss": 0.6324979157652706}
{"data_time": 0.0162727115675807, "eta_seconds": 35706.378984451294, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23226495726495727, "fast_rcnn/fg_cls_accuracy": 0.7496829335539013, "iteration": 234159, "loss_box_reg": 0.19842278584837914, "loss_cls": 0.15058334125205874, "loss_mask": 0.21317332796752453, "loss_rpn_cls": 0.022442143876105547, "loss_rpn_loc": 0.059490528190508485, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088626296306566, "mask_rcnn/false_negative": 0.0842225042428563, "mask_rcnn/false_positive": 0.09578116947290516, "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": 0.9833631766960025, "total_loss": 0.6414291836554185}
{"data_time": 0.018207861576229334, "eta_seconds": 35684.42237765528, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.20975609756097563, "fast_rcnn/fg_cls_accuracy": 0.756175645980147, "iteration": 234179, "loss_box_reg": 0.19948906358331442, "loss_cls": 0.14208336267620325, "loss_mask": 0.2272172849625349, "loss_rpn_cls": 0.02925092971418053, "loss_rpn_loc": 0.09196325007360429, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997064135958833, "mask_rcnn/false_negative": 0.08054837012232924, "mask_rcnn/false_positive": 0.11803511580207904, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0063701402395964, "total_loss": 0.6945690730353817}
{"data_time": 0.01712558325380087, "eta_seconds": 35586.44943181425, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2463948332369385, "fast_rcnn/fg_cls_accuracy": 0.7245902245902246, "iteration": 234199, "loss_box_reg": 0.2158780787140131, "loss_cls": 0.15694274194538593, "loss_mask": 0.2276142481714487, "loss_rpn_cls": 0.029581387527287006, "loss_rpn_loc": 0.06947110104374588, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031694660660079, "mask_rcnn/false_negative": 0.08162410679409399, "mask_rcnn/false_positive": 0.10892892017717595, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9819800686091185, "total_loss": 0.7235571596538648}
{"data_time": 0.01422810135409236, "eta_seconds": 35573.726304480806, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.20365723646575484, "fast_rcnn/fg_cls_accuracy": 0.7666202090592334, "iteration": 234219, "loss_box_reg": 0.19433410838246346, "loss_cls": 0.15000678598880768, "loss_mask": 0.2104814127087593, "loss_rpn_cls": 0.01919510797597468, "loss_rpn_loc": 0.05945649929344654, "lr": 1e-05, "mask_rcnn/accuracy": 0.9111396961896195, "mask_rcnn/false_negative": 0.08730120719704312, "mask_rcnn/false_positive": 0.10223238481150584, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0159603171050549, "total_loss": 0.6519215488806367}
{"data_time": 0.02055101189762354, "eta_seconds": 35626.677245646715, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22780072276716573, "fast_rcnn/fg_cls_accuracy": 0.7399936341211109, "iteration": 234239, "loss_box_reg": 0.18898116052150726, "loss_cls": 0.13934490457177162, "loss_mask": 0.2029660139232874, "loss_rpn_cls": 0.01894947770051658, "loss_rpn_loc": 0.05667977617122233, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066812891513027, "mask_rcnn/false_negative": 0.08029047012764903, "mask_rcnn/false_positive": 0.10197955611691384, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0710857943631709, "total_loss": 0.5896508642763365}
{"data_time": 0.01797959068790078, "eta_seconds": 35595.68149672821, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23802123042636797, "fast_rcnn/fg_cls_accuracy": 0.7504511541465779, "iteration": 234259, "loss_box_reg": 0.19032754376530647, "loss_cls": 0.14726510364562273, "loss_mask": 0.22840187139809132, "loss_rpn_cls": 0.02393287338782102, "loss_rpn_loc": 0.06555179040879011, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012334367217693, "mask_rcnn/false_negative": 0.08970848940572765, "mask_rcnn/false_positive": 0.10981401295584534, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0050866170786321, "total_loss": 0.6844478549319319}
{"data_time": 0.017694464419037104, "eta_seconds": 35584.80087464675, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2033597109588234, "fast_rcnn/fg_cls_accuracy": 0.7673157194624101, "iteration": 234279, "loss_box_reg": 0.1957160485908389, "loss_cls": 0.15078503638505936, "loss_mask": 0.22069608233869076, "loss_rpn_cls": 0.022470255396910943, "loss_rpn_loc": 0.05892530456185341, "lr": 1e-05, "mask_rcnn/accuracy": 0.90297075960743, "mask_rcnn/false_negative": 0.08239619541118634, "mask_rcnn/false_positive": 0.11028194137739458, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9850774044170976, "total_loss": 0.6722698052180931}
{"data_time": 0.017209577839821577, "eta_seconds": 35564.87657404505, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.21930961976520064, "fast_rcnn/fg_cls_accuracy": 0.7649949208889983, "iteration": 234299, "loss_box_reg": 0.175466182641685, "loss_cls": 0.13653238909319043, "loss_mask": 0.2147553563117981, "loss_rpn_cls": 0.023576787556521595, "loss_rpn_loc": 0.06032953038811684, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105683051874887, "mask_rcnn/false_negative": 0.08065217949429648, "mask_rcnn/false_positive": 0.09967320845886919, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9930286812596023, "total_loss": 0.6404284276650287}
{"data_time": 0.020925934426486492, "eta_seconds": 35573.55294786394, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2755952380952381, "fast_rcnn/fg_cls_accuracy": 0.7229761904761904, "iteration": 234319, "loss_box_reg": 0.19949996192008257, "loss_cls": 0.15088562294840813, "loss_mask": 0.2199266329407692, "loss_rpn_cls": 0.025070399104151875, "loss_rpn_loc": 0.07431413535960019, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037144529645749, "mask_rcnn/false_negative": 0.09685794677145869, "mask_rcnn/false_positive": 0.0973422217509827, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0176085229031742, "total_loss": 0.6677900332724676}
{"data_time": 0.0165460086427629, "eta_seconds": 35534.142920905724, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.19768380526577248, "fast_rcnn/fg_cls_accuracy": 0.789871194379391, "iteration": 234339, "loss_box_reg": 0.1785040022805333, "loss_cls": 0.13540756981819868, "loss_mask": 0.2212019208818674, "loss_rpn_cls": 0.023716045427136123, "loss_rpn_loc": 0.06325065810233355, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063059230771295, "mask_rcnn/false_negative": 0.08861300762955825, "mask_rcnn/false_positive": 0.09703639400955284, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9950395510531962, "total_loss": 0.638570092516602}
{"data_time": 0.02325289510190487, "eta_seconds": 35533.67228312418, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2340714817748667, "fast_rcnn/fg_cls_accuracy": 0.7458827960620309, "iteration": 234359, "loss_box_reg": 0.1944501744583249, "loss_cls": 0.14706182200461626, "loss_mask": 0.2201442737132311, "loss_rpn_cls": 0.0279913276899606, "loss_rpn_loc": 0.07023281266447157, "lr": 1e-05, "mask_rcnn/accuracy": 0.9143400269025915, "mask_rcnn/false_negative": 0.07861722899366873, "mask_rcnn/false_positive": 0.09895726563445813, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0158660765737295, "total_loss": 0.6762888007797301}
{"data_time": 0.014866848941892385, "eta_seconds": 35489.3764596805, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.23113490247357524, "fast_rcnn/fg_cls_accuracy": 0.7589880578252671, "iteration": 234379, "loss_box_reg": 0.19144876394420862, "loss_cls": 0.150084781460464, "loss_mask": 0.21179386414587498, "loss_rpn_cls": 0.026996056782081723, "loss_rpn_loc": 0.0650559589266777, "lr": 1e-05, "mask_rcnn/accuracy": 0.908856363390153, "mask_rcnn/false_negative": 0.08561189675992216, "mask_rcnn/false_positive": 0.10677280662895, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9553341721184552, "total_loss": 0.6434158829215448}
{"data_time": 0.022309385240077972, "eta_seconds": 35470.83387803286, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.2096057209122536, "fast_rcnn/fg_cls_accuracy": 0.7632056604090687, "iteration": 234399, "loss_box_reg": 0.1896889116615057, "loss_cls": 0.13539415877312422, "loss_mask": 0.22623959928750992, "loss_rpn_cls": 0.027466168394312263, "loss_rpn_loc": 0.05616214103065431, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982831113214517, "mask_rcnn/false_negative": 0.09725253415908916, "mask_rcnn/false_positive": 0.09518626936885081, "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": 1.0007570758461952, "total_loss": 0.6196132092736661}
{"data_time": 0.014608400408178568, "eta_seconds": 35473.85128601454, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24250769321233268, "fast_rcnn/fg_cls_accuracy": 0.7515696193448858, "iteration": 234419, "loss_box_reg": 0.194534907117486, "loss_cls": 0.14424753934144974, "loss_mask": 0.2278758715838194, "loss_rpn_cls": 0.025261602830141783, "loss_rpn_loc": 0.07685908768326044, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127857898481401, "mask_rcnn/false_negative": 0.08412257022403039, "mask_rcnn/false_positive": 0.10042382025548717, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9992020535282791, "total_loss": 0.6672135139815509}
{"data_time": 0.012205909471958876, "eta_seconds": 35434.49585719034, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20663466826658666, "fast_rcnn/fg_cls_accuracy": 0.7729920205020677, "iteration": 234439, "loss_box_reg": 0.1930170115083456, "loss_cls": 0.14436499681323767, "loss_mask": 0.2050493936985731, "loss_rpn_cls": 0.024184929905459285, "loss_rpn_loc": 0.06605736282654107, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049358379715522, "mask_rcnn/false_negative": 0.0829396332276909, "mask_rcnn/false_positive": 0.10302033399477195, "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": 0.9711037524975836, "total_loss": 0.6348011821974069}
{"data_time": 0.01356379920616746, "eta_seconds": 35393.11887169257, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.286241871642635, "fast_rcnn/fg_cls_accuracy": 0.6929508331958423, "iteration": 234459, "loss_box_reg": 0.1935799801722169, "loss_cls": 0.1413842672482133, "loss_mask": 0.22283727675676346, "loss_rpn_cls": 0.025095672579482198, "loss_rpn_loc": 0.05905073415488005, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016019500725467, "mask_rcnn/false_negative": 0.08240688865815256, "mask_rcnn/false_positive": 0.10842042563131168, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.968575329054147, "total_loss": 0.6243378019426018}
{"data_time": 0.014311904553323984, "eta_seconds": 35387.57202923298, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.23046919976971791, "fast_rcnn/fg_cls_accuracy": 0.7637118984269243, "iteration": 234479, "loss_box_reg": 0.1930851899087429, "loss_cls": 0.14390151482075453, "loss_mask": 0.2173714879900217, "loss_rpn_cls": 0.02416425512637943, "loss_rpn_loc": 0.06493010290432721, "lr": 1e-05, "mask_rcnn/accuracy": 0.8975847750959358, "mask_rcnn/false_negative": 0.09608609560200729, "mask_rcnn/false_positive": 0.10807753687554075, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9998625600710511, "total_loss": 0.6472295875428244}
{"data_time": 0.015566933434456587, "eta_seconds": 35367.646594531834, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2415330774441183, "fast_rcnn/fg_cls_accuracy": 0.7372356102635229, "iteration": 234499, "loss_box_reg": 0.197154363617301, "loss_cls": 0.14336424227803946, "loss_mask": 0.23423101752996445, "loss_rpn_cls": 0.023554073181003332, "loss_rpn_loc": 0.055838691419921815, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058070837743233, "mask_rcnn/false_negative": 0.0788272331087165, "mask_rcnn/false_positive": 0.10643318787806265, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0155372633598745, "total_loss": 0.6687717338791117}
{"data_time": 0.015725305303931236, "eta_seconds": 35353.718853741884, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2508337825090958, "fast_rcnn/fg_cls_accuracy": 0.7272163584754872, "iteration": 234519, "loss_box_reg": 0.19353671837598085, "loss_cls": 0.13517480343580246, "loss_mask": 0.21295015886425972, "loss_rpn_cls": 0.02018621191382408, "loss_rpn_loc": 0.07014229521155357, "lr": 1e-05, "mask_rcnn/accuracy": 0.906703568832113, "mask_rcnn/false_negative": 0.0828681342791791, "mask_rcnn/false_positive": 0.10214407936042509, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0057046664878726, "total_loss": 0.628191118943505}
{"data_time": 0.016385427210479975, "eta_seconds": 35333.79003815353, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23342209521335325, "fast_rcnn/fg_cls_accuracy": 0.723287616458075, "iteration": 234539, "loss_box_reg": 0.1808027345687151, "loss_cls": 0.1462903949432075, "loss_mask": 0.20130277425050735, "loss_rpn_cls": 0.022067623591283336, "loss_rpn_loc": 0.05987530341371894, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085342923606003, "mask_rcnn/false_negative": 0.08779076912287827, "mask_rcnn/false_positive": 0.10479391973222871, "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": 1.010608822107315, "total_loss": 0.6152475113631226}
{"data_time": 0.014844872523099184, "eta_seconds": 35307.8702904284, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2656701448315206, "fast_rcnn/fg_cls_accuracy": 0.7152183514602771, "iteration": 234559, "loss_box_reg": 0.19534178636968136, "loss_cls": 0.1391009148210287, "loss_mask": 0.22560646757483482, "loss_rpn_cls": 0.022951524559175596, "loss_rpn_loc": 0.07544462778605521, "lr": 1e-05, "mask_rcnn/accuracy": 0.8943220410864893, "mask_rcnn/false_negative": 0.09986467236495011, "mask_rcnn/false_positive": 0.1047979834880174, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9698556149378419, "total_loss": 0.675188718130812}
{"data_time": 0.015305723994970322, "eta_seconds": 35304.570280900225, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22869744744744744, "fast_rcnn/fg_cls_accuracy": 0.7437473918486577, "iteration": 234579, "loss_box_reg": 0.1858039405196905, "loss_cls": 0.14019354991614819, "loss_mask": 0.2094912100583315, "loss_rpn_cls": 0.021921155275776982, "loss_rpn_loc": 0.06674221390858293, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053542765420775, "mask_rcnn/false_negative": 0.07952783528517487, "mask_rcnn/false_positive": 0.11135417070203538, "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": 1.023156126961112, "total_loss": 0.61923354055034}
{"data_time": 0.01627654256299138, "eta_seconds": 35349.05465198681, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22115049794553937, "fast_rcnn/fg_cls_accuracy": 0.7589603185891054, "iteration": 234599, "loss_box_reg": 0.18823162093758583, "loss_cls": 0.14350482821464539, "loss_mask": 0.21566478163003922, "loss_rpn_cls": 0.02296125120483339, "loss_rpn_loc": 0.053188322111964226, "lr": 1e-05, "mask_rcnn/accuracy": 0.9226318837500578, "mask_rcnn/false_negative": 0.08618189837978005, "mask_rcnn/false_positive": 0.08475569040130512, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 1.0267379065044224, "total_loss": 0.6544002387090586}
{"data_time": 0.015168278943747282, "eta_seconds": 35335.18314138986, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2118834634773154, "fast_rcnn/fg_cls_accuracy": 0.7715602451319561, "iteration": 234619, "loss_box_reg": 0.202247335575521, "loss_cls": 0.1401726531330496, "loss_mask": 0.22106752544641495, "loss_rpn_cls": 0.025825981167145073, "loss_rpn_loc": 0.0717867239145562, "lr": 1e-05, "mask_rcnn/accuracy": 0.9161541477123047, "mask_rcnn/false_negative": 0.09093315986410269, "mask_rcnn/false_positive": 0.1054821505722115, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.999607284553349, "total_loss": 0.6594725159229711}
{"data_time": 0.01693844050168991, "eta_seconds": 35342.81245574355, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.21927736209633014, "fast_rcnn/fg_cls_accuracy": 0.7693993898881462, "iteration": 234639, "loss_box_reg": 0.19900298118591309, "loss_cls": 0.15061439480632544, "loss_mask": 0.22332698479294777, "loss_rpn_cls": 0.02547857561148703, "loss_rpn_loc": 0.057224195916205645, "lr": 1e-05, "mask_rcnn/accuracy": 0.9203140685351672, "mask_rcnn/false_negative": 0.07756570115195219, "mask_rcnn/false_positive": 0.09839275851863578, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9944609622471035, "total_loss": 0.6664714408107102}
{"data_time": 0.015272417105734348, "eta_seconds": 35330.183353666216, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.24583545809960905, "fast_rcnn/fg_cls_accuracy": 0.7334911565864651, "iteration": 234659, "loss_box_reg": 0.20927095599472523, "loss_cls": 0.15118554327636957, "loss_mask": 0.22427701950073242, "loss_rpn_cls": 0.02653979859314859, "loss_rpn_loc": 0.06307809217832983, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004962911112815, "mask_rcnn/false_negative": 0.08474771472699445, "mask_rcnn/false_positive": 0.10826626060931027, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0138360662385821, "total_loss": 0.6848596382769756}
{"data_time": 0.02249562367796898, "eta_seconds": 35306.58058395609, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2534562211981567, "fast_rcnn/fg_cls_accuracy": 0.7407834101382489, "iteration": 234679, "loss_box_reg": 0.20964005962014198, "loss_cls": 0.14810014609247446, "loss_mask": 0.22020755149424076, "loss_rpn_cls": 0.02962637963355519, "loss_rpn_loc": 0.08013297570869327, "lr": 1e-05, "mask_rcnn/accuracy": 0.901315793527556, "mask_rcnn/false_negative": 0.09399970092476381, "mask_rcnn/false_positive": 0.09814651193589301, "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": 1.0094595719128847, "total_loss": 0.7241698114667088}
{"data_time": 0.02338800160214305, "eta_seconds": 35301.86865404248, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.20202100954543273, "fast_rcnn/fg_cls_accuracy": 0.771733515177815, "iteration": 234699, "loss_box_reg": 0.20387396588921547, "loss_cls": 0.15107200387865305, "loss_mask": 0.22450772859156132, "loss_rpn_cls": 0.022230700124055147, "loss_rpn_loc": 0.0516848229453899, "lr": 1e-05, "mask_rcnn/accuracy": 0.9119375379834931, "mask_rcnn/false_negative": 0.09374383865495978, "mask_rcnn/false_positive": 0.09592624289871927, "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": 1.043853868264705, "total_loss": 0.6464340075617656}
{"data_time": 0.013617726508527994, "eta_seconds": 35287.122802846134, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.239225983755447, "fast_rcnn/fg_cls_accuracy": 0.7592634422264262, "iteration": 234719, "loss_box_reg": 0.17436116747558117, "loss_cls": 0.13519822992384434, "loss_mask": 0.2107789684087038, "loss_rpn_cls": 0.023433951020706445, "loss_rpn_loc": 0.05314405704848468, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073733793426004, "mask_rcnn/false_negative": 0.08126088632530001, "mask_rcnn/false_positive": 0.1046911733526103, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9923717104829848, "total_loss": 0.6024821958853863}
{"data_time": 0.027377989143133163, "eta_seconds": 35270.93043694273, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.240803728898967, "fast_rcnn/fg_cls_accuracy": 0.7180323450134771, "iteration": 234739, "loss_box_reg": 0.20320721715688705, "loss_cls": 0.16400968935340643, "loss_mask": 0.21596296597272158, "loss_rpn_cls": 0.0273279023822397, "loss_rpn_loc": 0.05952619295567274, "lr": 1e-05, "mask_rcnn/accuracy": 0.9195995727204483, "mask_rcnn/false_negative": 0.07557412395955117, "mask_rcnn/false_positive": 0.08907348992304112, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.002525744959712, "total_loss": 0.6753218749072403}
{"data_time": 0.020442151930183172, "eta_seconds": 35257.84936411306, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.20473263895092278, "fast_rcnn/fg_cls_accuracy": 0.7698061508905091, "iteration": 234759, "loss_box_reg": 0.21851216815412045, "loss_cls": 0.1553966412320733, "loss_mask": 0.2225744780153036, "loss_rpn_cls": 0.026422362425364554, "loss_rpn_loc": 0.06439945753663778, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062446096859796, "mask_rcnn/false_negative": 0.09120000606907266, "mask_rcnn/false_positive": 0.10921406686137167, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9908975288271904, "total_loss": 0.7163881482556462}
{"data_time": 0.01422054274007678, "eta_seconds": 35241.60407150164, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.25754311349879216, "fast_rcnn/fg_cls_accuracy": 0.7182659932659933, "iteration": 234779, "loss_box_reg": 0.20113160274922848, "loss_cls": 0.15616205241531134, "loss_mask": 0.22570707462728024, "loss_rpn_cls": 0.026957156660500914, "loss_rpn_loc": 0.06127585016656667, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074512199110414, "mask_rcnn/false_negative": 0.08262460746549474, "mask_rcnn/false_positive": 0.09588881534767935, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9684764188714325, "total_loss": 0.6991097537684254}
{"data_time": 0.01884305151179433, "eta_seconds": 35244.017136096954, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.26319558930839704, "fast_rcnn/fg_cls_accuracy": 0.7258149885721159, "iteration": 234799, "loss_box_reg": 0.18714324291795492, "loss_cls": 0.1467276751063764, "loss_mask": 0.20296741090714931, "loss_rpn_cls": 0.02366221509873867, "loss_rpn_loc": 0.05721203819848597, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096394290332027, "mask_rcnn/false_negative": 0.08054792626580293, "mask_rcnn/false_positive": 0.1040197666224564, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.024846383370459, "total_loss": 0.6202352836553473}
{"data_time": 0.02546930406242609, "eta_seconds": 35252.734577227384, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24897360703812316, "fast_rcnn/fg_cls_accuracy": 0.7450367573213353, "iteration": 234819, "loss_box_reg": 0.18232334405183792, "loss_cls": 0.14691178780049086, "loss_mask": 0.2135578040033579, "loss_rpn_cls": 0.025829497957602143, "loss_rpn_loc": 0.057791423227172345, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060511975591399, "mask_rcnn/false_negative": 0.08526739440077835, "mask_rcnn/false_positive": 0.10308983835434148, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0020611169748008, "total_loss": 0.6254142131656408}
{"data_time": 0.025400829035788774, "eta_seconds": 35259.70436822623, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.19245283018867926, "fast_rcnn/fg_cls_accuracy": 0.7678488041900675, "iteration": 234839, "loss_box_reg": 0.17879528366029263, "loss_cls": 0.1334007829427719, "loss_mask": 0.21579512394964695, "loss_rpn_cls": 0.021936842647846788, "loss_rpn_loc": 0.0639824322424829, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088179857653138, "mask_rcnn/false_negative": 0.08356135782931365, "mask_rcnn/false_positive": 0.1007542152458859, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0284094489179552, "total_loss": 0.6085653845220804}
{"data_time": 0.016050504986196756, "eta_seconds": 35215.42449760251, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.25626718421478245, "fast_rcnn/fg_cls_accuracy": 0.6986154378677742, "iteration": 234859, "loss_box_reg": 0.20776225998997688, "loss_cls": 0.15514210937544703, "loss_mask": 0.22543125227093697, "loss_rpn_cls": 0.02605360676534474, "loss_rpn_loc": 0.07857259223237634, "lr": 1e-05, "mask_rcnn/accuracy": 0.8950232050555018, "mask_rcnn/false_negative": 0.0884155426324065, "mask_rcnn/false_positive": 0.1177108484277096, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9567797142080963, "total_loss": 0.7080324663547799}
{"data_time": 0.017623693216592073, "eta_seconds": 35201.41435660422, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.27573300458803046, "fast_rcnn/fg_cls_accuracy": 0.7084424407114625, "iteration": 234879, "loss_box_reg": 0.19276650995016098, "loss_cls": 0.1460594772361219, "loss_mask": 0.2155799064785242, "loss_rpn_cls": 0.024275398231111467, "loss_rpn_loc": 0.06439594947732985, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075347693964271, "mask_rcnn/false_negative": 0.0851342530464326, "mask_rcnn/false_positive": 0.10871630359725155, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9784082877449691, "total_loss": 0.6722285120049492}
{"data_time": 0.015550602227449417, "eta_seconds": 35225.25659906678, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.20176706827309238, "fast_rcnn/fg_cls_accuracy": 0.7548179271708684, "iteration": 234899, "loss_box_reg": 0.18240981828421354, "loss_cls": 0.1361891496926546, "loss_mask": 0.21117698587477207, "loss_rpn_cls": 0.02445132314460352, "loss_rpn_loc": 0.06237307540141046, "lr": 1e-05, "mask_rcnn/accuracy": 0.91101959888759, "mask_rcnn/false_negative": 0.07794694277335282, "mask_rcnn/false_positive": 0.10599113301491532, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.010188402608037, "total_loss": 0.6082897707237862}
{"data_time": 0.01490828674286604, "eta_seconds": 35168.6031331867, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24150749903858482, "fast_rcnn/fg_cls_accuracy": 0.7320083641503223, "iteration": 234919, "loss_box_reg": 0.203459694981575, "loss_cls": 0.14723455905914307, "loss_mask": 0.22617121413350105, "loss_rpn_cls": 0.0247344842646271, "loss_rpn_loc": 0.06724018789827824, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073248789537989, "mask_rcnn/false_negative": 0.08251290936255341, "mask_rcnn/false_positive": 0.09975240073876601, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9894318524748087, "total_loss": 0.6842390516976593}
{"data_time": 0.022279602475464344, "eta_seconds": 35135.25278559886, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.251883541295306, "fast_rcnn/fg_cls_accuracy": 0.7388647342995169, "iteration": 234939, "loss_box_reg": 0.17316838912665844, "loss_cls": 0.13336980435997248, "loss_mask": 0.20584864728152752, "loss_rpn_cls": 0.019012150733033195, "loss_rpn_loc": 0.05116339336382225, "lr": 1e-05, "mask_rcnn/accuracy": 0.8967769660507091, "mask_rcnn/false_negative": 0.08377132932913689, "mask_rcnn/false_positive": 0.11728813235646812, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.999222778249532, "total_loss": 0.6262385186273605}
{"data_time": 0.016573280096054077, "eta_seconds": 35069.593646898866, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2577892404625078, "fast_rcnn/fg_cls_accuracy": 0.7165690654431296, "iteration": 234959, "loss_box_reg": 0.1767663974314928, "loss_cls": 0.1320013226941228, "loss_mask": 0.21474512480199337, "loss_rpn_cls": 0.021772500476799905, "loss_rpn_loc": 0.0548331793397665, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078495439271599, "mask_rcnn/false_negative": 0.08022139196461195, "mask_rcnn/false_positive": 0.09627202943966087, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9758530240505934, "total_loss": 0.6140428591752425}
{"data_time": 0.015755056869238615, "eta_seconds": 35049.576755547896, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.21009242195789357, "fast_rcnn/fg_cls_accuracy": 0.7635386999497403, "iteration": 234979, "loss_box_reg": 0.207983972504735, "loss_cls": 0.15518900007009506, "loss_mask": 0.22451660595834255, "loss_rpn_cls": 0.024349010549485683, "loss_rpn_loc": 0.06516257778275758, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022469729783122, "mask_rcnn/false_negative": 0.08093572189745224, "mask_rcnn/false_positive": 0.11162845836319832, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9914544075727463, "total_loss": 0.6576409378321841}
{"data_time": 0.019088629633188248, "eta_seconds": 35022.475582081825, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.20993796846730423, "fast_rcnn/fg_cls_accuracy": 0.7681909629710184, "iteration": 234999, "loss_box_reg": 0.191662373021245, "loss_cls": 0.14456111565232277, "loss_mask": 0.21891384944319725, "loss_rpn_cls": 0.022809323971159756, "loss_rpn_loc": 0.06259296636562794, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032354379798953, "mask_rcnn/false_negative": 0.08980139292264933, "mask_rcnn/false_positive": 0.11029265735003452, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0053777061402798, "total_loss": 0.6458857487887144}
{"data_time": 0.013780644629150629, "eta_seconds": 35002.46273889206, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.22044163223140495, "fast_rcnn/fg_cls_accuracy": 0.7499405885231005, "iteration": 235019, "loss_box_reg": 0.20268373377621174, "loss_cls": 0.15597093477845192, "loss_mask": 0.22711159102618694, "loss_rpn_cls": 0.024941955343820155, "loss_rpn_loc": 0.05792756285518408, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101772389859448, "mask_rcnn/false_negative": 0.08413091155643268, "mask_rcnn/false_positive": 0.10652084158223557, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0052926600910723, "total_loss": 0.6713934659492224}
{"data_time": 0.014818488620221615, "eta_seconds": 35016.31419215351, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.251995242343146, "fast_rcnn/fg_cls_accuracy": 0.7384775498067202, "iteration": 235039, "loss_box_reg": 0.18395994044840336, "loss_cls": 0.13467262405902147, "loss_mask": 0.20726121496409178, "loss_rpn_cls": 0.02074235281907022, "loss_rpn_loc": 0.05967255146242678, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041242381263783, "mask_rcnn/false_negative": 0.09730086607278705, "mask_rcnn/false_positive": 0.09459691586295801, "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": 1.0015491764061153, "total_loss": 0.592347634898033}
{"data_time": 0.0170694119296968, "eta_seconds": 34996.281975796446, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2395757485697303, "fast_rcnn/fg_cls_accuracy": 0.7221242780270238, "iteration": 235059, "loss_box_reg": 0.22250152751803398, "loss_cls": 0.16243596747517586, "loss_mask": 0.22131406515836716, "loss_rpn_cls": 0.028896156058181077, "loss_rpn_loc": 0.073944590985775, "lr": 1e-05, "mask_rcnn/accuracy": 0.90865143059185, "mask_rcnn/false_negative": 0.08355006517794245, "mask_rcnn/false_positive": 0.10039969811350336, "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": 1.0014604390598834, "total_loss": 0.7173410892719403}
{"data_time": 0.023174538277089596, "eta_seconds": 34991.387154031545, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2422232097511427, "fast_rcnn/fg_cls_accuracy": 0.7415083798882682, "iteration": 235079, "loss_box_reg": 0.2115330770611763, "loss_cls": 0.1578796305693686, "loss_mask": 0.21173950470983982, "loss_rpn_cls": 0.02796065469738096, "loss_rpn_loc": 0.07492262477171607, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086491148710735, "mask_rcnn/false_negative": 0.09214267617115425, "mask_rcnn/false_positive": 0.0987863109482377, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0087934047915041, "total_loss": 0.676603920670459}
{"data_time": 0.01637396216392517, "eta_seconds": 34980.69765395485, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.31257008297824623, "fast_rcnn/fg_cls_accuracy": 0.6713395638629283, "iteration": 235099, "loss_box_reg": 0.1951263677328825, "loss_cls": 0.15077775437384844, "loss_mask": 0.21558955684304237, "loss_rpn_cls": 0.02263039187528193, "loss_rpn_loc": 0.06979859946295619, "lr": 1e-05, "mask_rcnn/accuracy": 0.8980529926958498, "mask_rcnn/false_negative": 0.09087824591043248, "mask_rcnn/false_positive": 0.1125687579147421, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 1.009532307740301, "total_loss": 0.6774960082257167}
{"data_time": 0.017285059206187725, "eta_seconds": 34925.61333343387, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22620048523865574, "fast_rcnn/fg_cls_accuracy": 0.7426349965823651, "iteration": 235119, "loss_box_reg": 0.20606636255979538, "loss_cls": 0.14743558084592223, "loss_mask": 0.22095446661114693, "loss_rpn_cls": 0.024604505830211565, "loss_rpn_loc": 0.059119367273524404, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057608258357106, "mask_rcnn/false_negative": 0.09747046572240642, "mask_rcnn/false_positive": 0.10949151910393895, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.980445793364197, "total_loss": 0.6494510226184502}
{"data_time": 0.018728600349277258, "eta_seconds": 34877.65689083375, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.21829074311006605, "fast_rcnn/fg_cls_accuracy": 0.7677280106257378, "iteration": 235139, "loss_box_reg": 0.19090786669403315, "loss_cls": 0.14616482704877853, "loss_mask": 0.21723435446619987, "loss_rpn_cls": 0.02241931698517874, "loss_rpn_loc": 0.05530048976652324, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096347523384354, "mask_rcnn/false_negative": 0.0771536283018666, "mask_rcnn/false_positive": 0.0918486903569321, "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": 0.9931553266942501, "total_loss": 0.6278510081465356}
{"data_time": 0.02388565009459853, "eta_seconds": 34862.372836563736, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2645390070921986, "fast_rcnn/fg_cls_accuracy": 0.7316518298714144, "iteration": 235159, "loss_box_reg": 0.18971024453639984, "loss_cls": 0.14128081919625401, "loss_mask": 0.2182352878153324, "loss_rpn_cls": 0.02312733489088714, "loss_rpn_loc": 0.05604111263528466, "lr": 1e-05, "mask_rcnn/accuracy": 0.8893686704397974, "mask_rcnn/false_negative": 0.10425603002838638, "mask_rcnn/false_positive": 0.10993865650234105, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0074632917530835, "total_loss": 0.6270824570674449}
{"data_time": 0.014616955537348986, "eta_seconds": 34840.9677989129, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2563217546694083, "fast_rcnn/fg_cls_accuracy": 0.7348158775705405, "iteration": 235179, "loss_box_reg": 0.20012781396508217, "loss_cls": 0.15744157694280148, "loss_mask": 0.21352912113070488, "loss_rpn_cls": 0.025153388502076268, "loss_rpn_loc": 0.06528685707598925, "lr": 1e-05, "mask_rcnn/accuracy": 0.902628214433653, "mask_rcnn/false_negative": 0.08508775484186235, "mask_rcnn/false_positive": 0.10781809433926084, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 0.9983345004729927, "total_loss": 0.6758143880870193}
{"data_time": 0.01574606169015169, "eta_seconds": 34817.96688660979, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.2655634687892752, "fast_rcnn/fg_cls_accuracy": 0.7280381139944393, "iteration": 235199, "loss_box_reg": 0.18545348523184657, "loss_cls": 0.12924526305869222, "loss_mask": 0.2242054883390665, "loss_rpn_cls": 0.02248291642172262, "loss_rpn_loc": 0.047792796744033694, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032117560711436, "mask_rcnn/false_negative": 0.09049596493479833, "mask_rcnn/false_positive": 0.10673305279693998, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.970221599098295, "total_loss": 0.6067095308098942}
{"data_time": 0.027629635762423277, "eta_seconds": 34800.943711837754, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2650327742433005, "fast_rcnn/fg_cls_accuracy": 0.7021604385367777, "iteration": 235219, "loss_box_reg": 0.21766932774335146, "loss_cls": 0.15625755907967687, "loss_mask": 0.22959536500275135, "loss_rpn_cls": 0.022008322295732796, "loss_rpn_loc": 0.08338873786851764, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026588944289522, "mask_rcnn/false_negative": 0.08850629504726865, "mask_rcnn/false_positive": 0.10363169580414204, "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": 1.0455931280739605, "total_loss": 0.7099264757125638}
{"data_time": 0.019738854840397835, "eta_seconds": 34769.67821268365, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22688172043010751, "fast_rcnn/fg_cls_accuracy": 0.7387458911359964, "iteration": 235239, "loss_box_reg": 0.19101925939321518, "loss_cls": 0.12860292522236705, "loss_mask": 0.22020057030022144, "loss_rpn_cls": 0.02078413183335215, "loss_rpn_loc": 0.0661683987127617, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063505991133656, "mask_rcnn/false_negative": 0.08670194061043443, "mask_rcnn/false_positive": 0.10533579312113533, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0257292417809367, "total_loss": 0.6193324418272823}
{"data_time": 0.022619048599153757, "eta_seconds": 34743.6516021844, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24799312714776633, "fast_rcnn/fg_cls_accuracy": 0.746046454163578, "iteration": 235259, "loss_box_reg": 0.19460869953036308, "loss_cls": 0.1370896769221872, "loss_mask": 0.22023518569767475, "loss_rpn_cls": 0.02639286790508777, "loss_rpn_loc": 0.062201533699408174, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042939076391495, "mask_rcnn/false_negative": 0.09236630996320311, "mask_rcnn/false_positive": 0.10120540030655321, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9972108197398484, "total_loss": 0.6491762304503936}
{"data_time": 0.01786781894043088, "eta_seconds": 34737.925583422184, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27311845549738223, "fast_rcnn/fg_cls_accuracy": 0.6985536710037175, "iteration": 235279, "loss_box_reg": 0.1791797447949648, "loss_cls": 0.15337352734059095, "loss_mask": 0.21099014952778816, "loss_rpn_cls": 0.021549247321672738, "loss_rpn_loc": 0.06554622179828584, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978786590393733, "mask_rcnn/false_negative": 0.0922286621127009, "mask_rcnn/false_positive": 0.11911752905780874, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0452730525285006, "total_loss": 0.6456319898716174}
{"data_time": 0.018751352094113827, "eta_seconds": 34745.37794352509, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2529104118342159, "fast_rcnn/fg_cls_accuracy": 0.7204797619785532, "iteration": 235299, "loss_box_reg": 0.19241411425173283, "loss_cls": 0.14593278989195824, "loss_mask": 0.21657180041074753, "loss_rpn_cls": 0.02480712381657213, "loss_rpn_loc": 0.05579277011565864, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056685017234318, "mask_rcnn/false_negative": 0.08552853448104064, "mask_rcnn/false_positive": 0.1067524443193178, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0073552280664444, "total_loss": 0.6149751556804404}
{"data_time": 0.014861844014376402, "eta_seconds": 34694.699781015515, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2556942313949705, "fast_rcnn/fg_cls_accuracy": 0.7223790322580645, "iteration": 235319, "loss_box_reg": 0.1651938883587718, "loss_cls": 0.12267282698303461, "loss_mask": 0.21189374011009932, "loss_rpn_cls": 0.02333425678079948, "loss_rpn_loc": 0.048583840602077544, "lr": 1e-05, "mask_rcnn/accuracy": 0.903533228841578, "mask_rcnn/false_negative": 0.09793290241897835, "mask_rcnn/false_positive": 0.09406069434878478, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9705951944924891, "total_loss": 0.5447155439178459}
{"data_time": 0.014405467081815004, "eta_seconds": 34675.57542684488, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27669975845689787, "fast_rcnn/fg_cls_accuracy": 0.7062160195213836, "iteration": 235339, "loss_box_reg": 0.18410643376410007, "loss_cls": 0.13959265174344182, "loss_mask": 0.22389703057706356, "loss_rpn_cls": 0.026092887099366635, "loss_rpn_loc": 0.06478645547758788, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987021707417144, "mask_rcnn/false_negative": 0.08730835866919288, "mask_rcnn/false_positive": 0.1031887368303353, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.990582661703229, "total_loss": 0.6287377924891189}
{"data_time": 0.015971429646015167, "eta_seconds": 34655.566439293325, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2465242618576916, "fast_rcnn/fg_cls_accuracy": 0.7465519713261648, "iteration": 235359, "loss_box_reg": 0.2083345204591751, "loss_cls": 0.14998750295490026, "loss_mask": 0.22022464126348495, "loss_rpn_cls": 0.022911082720384, "loss_rpn_loc": 0.06004541058791801, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121403522419209, "mask_rcnn/false_negative": 0.07246478188845801, "mask_rcnn/false_positive": 0.1028879245918504, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0162805416621268, "total_loss": 0.6670025396742858}
{"data_time": 0.015387818217277527, "eta_seconds": 34646.42154034227, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23220338983050848, "fast_rcnn/fg_cls_accuracy": 0.7514189420211987, "iteration": 235379, "loss_box_reg": 0.19762444216758013, "loss_cls": 0.13716421369463205, "loss_mask": 0.2123947273939848, "loss_rpn_cls": 0.02369928934786003, "loss_rpn_loc": 0.07417607470415533, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094905247443543, "mask_rcnn/false_negative": 0.0808817303737596, "mask_rcnn/false_positive": 0.09919799289928061, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9978087800554931, "total_loss": 0.6454558654222637}
{"data_time": 0.023646925576031208, "eta_seconds": 34622.218718286604, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26195214241601394, "fast_rcnn/fg_cls_accuracy": 0.7079912990413197, "iteration": 235399, "loss_box_reg": 0.18734656646847725, "loss_cls": 0.13806891907006502, "loss_mask": 0.2145109325647354, "loss_rpn_cls": 0.024316311930306256, "loss_rpn_loc": 0.05745146982371807, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099303720444292, "mask_rcnn/false_negative": 0.07880035947228259, "mask_rcnn/false_positive": 0.10182561616420806, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9968179450370371, "total_loss": 0.6259084598859772}
{"data_time": 0.01562599278986454, "eta_seconds": 34595.53947663866, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22498210450966355, "fast_rcnn/fg_cls_accuracy": 0.7572844086508008, "iteration": 235419, "loss_box_reg": 0.2083446839824319, "loss_cls": 0.15873499028384686, "loss_mask": 0.21444597281515598, "loss_rpn_cls": 0.02084596559870988, "loss_rpn_loc": 0.05666211002971977, "lr": 1e-05, "mask_rcnn/accuracy": 0.9117641037446107, "mask_rcnn/false_negative": 0.07775568182124737, "mask_rcnn/false_positive": 0.0950195233623781, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9852759353816509, "total_loss": 0.6658398236613721}
{"data_time": 0.02102105040103197, "eta_seconds": 34590.35129785538, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.22901198891506988, "fast_rcnn/fg_cls_accuracy": 0.7391635507547432, "iteration": 235439, "loss_box_reg": 0.1937450086697936, "loss_cls": 0.14499210007488728, "loss_mask": 0.21897506713867188, "loss_rpn_cls": 0.02227470083744265, "loss_rpn_loc": 0.07072602678090334, "lr": 1e-05, "mask_rcnn/accuracy": 0.9006944867347075, "mask_rcnn/false_negative": 0.09745731609481956, "mask_rcnn/false_positive": 0.09061515340813905, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0255050570704043, "total_loss": 0.6619618666009046}
{"data_time": 0.01695950608700514, "eta_seconds": 34599.355274662375, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.267347754808269, "fast_rcnn/fg_cls_accuracy": 0.7221729973128042, "iteration": 235459, "loss_box_reg": 0.20938130281865597, "loss_cls": 0.1477813385426998, "loss_mask": 0.22451050952076912, "loss_rpn_cls": 0.027071286815044004, "loss_rpn_loc": 0.05492339201737195, "lr": 1e-05, "mask_rcnn/accuracy": 0.905713570474919, "mask_rcnn/false_negative": 0.09250060190597058, "mask_rcnn/false_positive": 0.10112022346140448, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0036267982795835, "total_loss": 0.6810382975963876}
{"data_time": 0.013906055130064487, "eta_seconds": 34550.316169038415, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.26193578606710954, "fast_rcnn/fg_cls_accuracy": 0.7121870209504344, "iteration": 235479, "loss_box_reg": 0.19901456125080585, "loss_cls": 0.1384156523272395, "loss_mask": 0.2044766964390874, "loss_rpn_cls": 0.018168430018704385, "loss_rpn_loc": 0.054256251780316234, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090530367052241, "mask_rcnn/false_negative": 0.07542247182423967, "mask_rcnn/false_positive": 0.09527724349653102, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9607039541006088, "total_loss": 0.6258443538099527}
{"data_time": 0.013778842519968748, "eta_seconds": 34530.298604629934, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.2726584247584739, "fast_rcnn/fg_cls_accuracy": 0.714799385012151, "iteration": 235499, "loss_box_reg": 0.18862040527164936, "loss_cls": 0.1323283789679408, "loss_mask": 0.22505082935094833, "loss_rpn_cls": 0.0225060397060588, "loss_rpn_loc": 0.058960662805475295, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087311357779686, "mask_rcnn/false_negative": 0.08844263820923459, "mask_rcnn/false_positive": 0.092957077316138, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 1.0102472775615752, "total_loss": 0.6183167960261926}
{"data_time": 0.017364191357046366, "eta_seconds": 34510.28104022145, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.24221611721611722, "fast_rcnn/fg_cls_accuracy": 0.7324838187702265, "iteration": 235519, "loss_box_reg": 0.18188821896910667, "loss_cls": 0.15005006734281778, "loss_mask": 0.22383538261055946, "loss_rpn_cls": 0.025973046605940908, "loss_rpn_loc": 0.06571547500789165, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966560177264438, "mask_rcnn/false_negative": 0.08845644040640016, "mask_rcnn/false_positive": 0.11280293689229387, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 1.02920360583812, "total_loss": 0.6481218915432692}
{"data_time": 0.01554443733766675, "eta_seconds": 34478.78227918409, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.26933404940923733, "fast_rcnn/fg_cls_accuracy": 0.7209556148435605, "iteration": 235539, "loss_box_reg": 0.19381958153098822, "loss_cls": 0.14855432882905006, "loss_mask": 0.21501008607447147, "loss_rpn_cls": 0.019797883578576148, "loss_rpn_loc": 0.06159343430772424, "lr": 1e-05, "mask_rcnn/accuracy": 0.9156429726211472, "mask_rcnn/false_negative": 0.08121016144729526, "mask_rcnn/false_positive": 0.09306886125373934, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9994106749072671, "total_loss": 0.6492350930348039}
{"data_time": 0.019217640161514282, "eta_seconds": 34485.03793587908, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2061117038780252, "fast_rcnn/fg_cls_accuracy": 0.7885548827374087, "iteration": 235559, "loss_box_reg": 0.20297524146735668, "loss_cls": 0.15557611919939518, "loss_mask": 0.22077224403619766, "loss_rpn_cls": 0.02019609569106251, "loss_rpn_loc": 0.05978776584379375, "lr": 1e-05, "mask_rcnn/accuracy": 0.9117325304087345, "mask_rcnn/false_negative": 0.08501541674036084, "mask_rcnn/false_positive": 0.09829933480630634, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0082749845460057, "total_loss": 0.6845741817960516}
{"data_time": 0.013142108917236328, "eta_seconds": 34445.88248237036, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21983239279559355, "fast_rcnn/fg_cls_accuracy": 0.7533850449891406, "iteration": 235579, "loss_box_reg": 0.21654360368847847, "loss_cls": 0.15344017837196589, "loss_mask": 0.21289549209177494, "loss_rpn_cls": 0.025681049097329378, "loss_rpn_loc": 0.06573458143975586, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013791150228643, "mask_rcnn/false_negative": 0.08192681045777721, "mask_rcnn/false_positive": 0.1065557382946111, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.974440339487046, "total_loss": 0.6971691811922938}
{"data_time": 0.021686874330043793, "eta_seconds": 34403.615863993764, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2013191855463149, "fast_rcnn/fg_cls_accuracy": 0.754939776312016, "iteration": 235599, "loss_box_reg": 0.18879791162908077, "loss_cls": 0.13240200001746416, "loss_mask": 0.20422237180173397, "loss_rpn_cls": 0.021713593101594597, "loss_rpn_loc": 0.06701903406064957, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062287363790004, "mask_rcnn/false_negative": 0.0862779744180433, "mask_rcnn/false_positive": 0.0972200015699618, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.048153628129512, "total_loss": 0.6418023415608332}
{"data_time": 0.017346288077533245, "eta_seconds": 34389.782517263666, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.22467836257309942, "fast_rcnn/fg_cls_accuracy": 0.7475789473684211, "iteration": 235619, "loss_box_reg": 0.19034971622750163, "loss_cls": 0.14428117871284485, "loss_mask": 0.2132149338722229, "loss_rpn_cls": 0.02094289509113878, "loss_rpn_loc": 0.05718064052052796, "lr": 1e-05, "mask_rcnn/accuracy": 0.9159927721088436, "mask_rcnn/false_negative": 0.08124101430781758, "mask_rcnn/false_positive": 0.0863078270993975, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0026594009250402, "total_loss": 0.6234691481949994}
{"data_time": 0.016354373656213284, "eta_seconds": 34381.49867570028, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.23241128499008157, "fast_rcnn/fg_cls_accuracy": 0.754566581454799, "iteration": 235639, "loss_box_reg": 0.20618818141520023, "loss_cls": 0.14534013625234365, "loss_mask": 0.2218914795666933, "loss_rpn_cls": 0.01891746313776821, "loss_rpn_loc": 0.06738224602304399, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074765930612856, "mask_rcnn/false_negative": 0.08940656363639526, "mask_rcnn/false_positive": 0.09715579640801492, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.010692815296352, "total_loss": 0.6727336590411142}
{"data_time": 0.016062935814261436, "eta_seconds": 34349.77113562636, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.25461930551130935, "fast_rcnn/fg_cls_accuracy": 0.7098733388704319, "iteration": 235659, "loss_box_reg": 0.1863318458199501, "loss_cls": 0.14464548602700233, "loss_mask": 0.21110948733985424, "loss_rpn_cls": 0.02170619956450537, "loss_rpn_loc": 0.05711846589110792, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005699872244243, "mask_rcnn/false_negative": 0.08453418574605462, "mask_rcnn/false_positive": 0.11205120245651157, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 0.9954197416082025, "total_loss": 0.6114265921059996}
{"data_time": 0.0169802475720644, "eta_seconds": 34334.88287944347, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.24932492521626648, "fast_rcnn/fg_cls_accuracy": 0.718980858259185, "iteration": 235679, "loss_box_reg": 0.18392665311694145, "loss_cls": 0.15578211564570665, "loss_mask": 0.21069805324077606, "loss_rpn_cls": 0.025610192446038127, "loss_rpn_loc": 0.06085049267858267, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139517788251574, "mask_rcnn/false_negative": 0.08667188465547121, "mask_rcnn/false_positive": 0.09030276848410823, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0157194300554693, "total_loss": 0.6700917758280411}
{"data_time": 0.016580743715167046, "eta_seconds": 34279.15280438028, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21523268398268397, "fast_rcnn/fg_cls_accuracy": 0.7415091509150915, "iteration": 235699, "loss_box_reg": 0.1896888930350542, "loss_cls": 0.14441804494708776, "loss_mask": 0.21804977767169476, "loss_rpn_cls": 0.024921117757912725, "loss_rpn_loc": 0.06105530355125666, "lr": 1e-05, "mask_rcnn/accuracy": 0.9110463141247401, "mask_rcnn/false_negative": 0.07951441551207535, "mask_rcnn/false_positive": 0.10558333881101234, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9887035074643791, "total_loss": 0.6438498690258712}
{"data_time": 0.01713563222438097, "eta_seconds": 34259.16496017948, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19208133737413235, "fast_rcnn/fg_cls_accuracy": 0.796285531306961, "iteration": 235719, "loss_box_reg": 0.21484498493373394, "loss_cls": 0.15804599598050117, "loss_mask": 0.22307605668902397, "loss_rpn_cls": 0.025571622187271714, "loss_rpn_loc": 0.0684543619863689, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098086447665443, "mask_rcnn/false_negative": 0.08511717162806567, "mask_rcnn/false_positive": 0.09473182023362607, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9922095788642764, "total_loss": 0.686443583923392}
{"data_time": 0.013247710652649403, "eta_seconds": 34263.60114826821, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2148879955501618, "fast_rcnn/fg_cls_accuracy": 0.7538481329843166, "iteration": 235739, "loss_box_reg": 0.21506821550428867, "loss_cls": 0.1559110675007105, "loss_mask": 0.21304725110530853, "loss_rpn_cls": 0.024563751881942153, "loss_rpn_loc": 0.06886446755379438, "lr": 1e-05, "mask_rcnn/accuracy": 0.909526378295196, "mask_rcnn/false_negative": 0.08454963198205018, "mask_rcnn/false_positive": 0.089994310156952, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0108530255965889, "total_loss": 0.6771325374720618}
{"data_time": 0.016549512278288603, "eta_seconds": 34243.5990460217, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.22155067933915928, "fast_rcnn/fg_cls_accuracy": 0.7465960459669952, "iteration": 235759, "loss_box_reg": 0.21630714740604162, "loss_cls": 0.1542678689584136, "loss_mask": 0.22099492512643337, "loss_rpn_cls": 0.026054917369037867, "loss_rpn_loc": 0.0710716211469844, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064171718715751, "mask_rcnn/false_negative": 0.08945374913937104, "mask_rcnn/false_positive": 0.10254416625298468, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9975459002889693, "total_loss": 0.7150644484208897}
{"data_time": 0.014541432727128267, "eta_seconds": 34241.41107923351, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23291985791985792, "fast_rcnn/fg_cls_accuracy": 0.7560616802552287, "iteration": 235779, "loss_box_reg": 0.21653816103935242, "loss_cls": 0.15596661530435085, "loss_mask": 0.2266164543107152, "loss_rpn_cls": 0.024014307593461126, "loss_rpn_loc": 0.06824749812949449, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025448612838205, "mask_rcnn/false_negative": 0.08739055709387383, "mask_rcnn/false_positive": 0.11244026521603959, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0037473002448678, "total_loss": 0.6978385320398957}
{"data_time": 0.025541883427649736, "eta_seconds": 34221.17266058922, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.20261422204067903, "fast_rcnn/fg_cls_accuracy": 0.7493849869098131, "iteration": 235799, "loss_box_reg": 0.21354060247540474, "loss_cls": 0.1575457900762558, "loss_mask": 0.22657950781285763, "loss_rpn_cls": 0.02626222907565534, "loss_rpn_loc": 0.07186042796820402, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114407010571139, "mask_rcnn/false_negative": 0.08427296640270518, "mask_rcnn/false_positive": 0.09556408592445886, "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": 1.0166392205283046, "total_loss": 0.7198958357330412}
{"data_time": 0.015448602382093668, "eta_seconds": 34201.38605167158, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2466385280291159, "fast_rcnn/fg_cls_accuracy": 0.7412424809179599, "iteration": 235819, "loss_box_reg": 0.20544438436627388, "loss_cls": 0.1480694254860282, "loss_mask": 0.21871703676879406, "loss_rpn_cls": 0.026209304807707667, "loss_rpn_loc": 0.07302725268527865, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989589346231193, "mask_rcnn/false_negative": 0.10596951395075853, "mask_rcnn/false_positive": 0.10049894172790425, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0200135661289096, "total_loss": 0.6903048470267095}
{"data_time": 0.01950521068647504, "eta_seconds": 34165.28894677758, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24513951564380265, "fast_rcnn/fg_cls_accuracy": 0.738021323519083, "iteration": 235839, "loss_box_reg": 0.19936598278582096, "loss_cls": 0.14492659317329526, "loss_mask": 0.22627009823918343, "loss_rpn_cls": 0.02458974003093317, "loss_rpn_loc": 0.06898877280764282, "lr": 1e-05, "mask_rcnn/accuracy": 0.90790821317766, "mask_rcnn/false_negative": 0.08124395509983239, "mask_rcnn/false_positive": 0.11747123954953437, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.985035446472466, "total_loss": 0.6781938865897246}
{"data_time": 0.021387311629951, "eta_seconds": 34165.67649604753, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.20941412836795464, "fast_rcnn/fg_cls_accuracy": 0.7614092881246987, "iteration": 235859, "loss_box_reg": 0.18367161881178617, "loss_cls": 0.13341636210680008, "loss_mask": 0.2196602076292038, "loss_rpn_cls": 0.02220877501531504, "loss_rpn_loc": 0.05035662814043462, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103074775135209, "mask_rcnn/false_negative": 0.07190257091702139, "mask_rcnn/false_positive": 0.09612662595735909, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0166399525478482, "total_loss": 0.6309120965306647}
{"data_time": 0.01483195647597313, "eta_seconds": 34152.5699051097, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.22050028352252665, "fast_rcnn/fg_cls_accuracy": 0.7450698757763976, "iteration": 235879, "loss_box_reg": 0.1779799973592162, "loss_cls": 0.129053411539644, "loss_mask": 0.202720589004457, "loss_rpn_cls": 0.02153850148897618, "loss_rpn_loc": 0.05220341414678842, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012597742901509, "mask_rcnn/false_negative": 0.0886319102534808, "mask_rcnn/false_positive": 0.10010495421391837, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0048495954833925, "total_loss": 0.5993116738973185}
{"data_time": 0.015961370430886745, "eta_seconds": 34125.64641227946, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.24080922819530665, "fast_rcnn/fg_cls_accuracy": 0.7319551008809321, "iteration": 235899, "loss_box_reg": 0.19701644964516163, "loss_cls": 0.13660144340246916, "loss_mask": 0.2094207163900137, "loss_rpn_cls": 0.026197232422418892, "loss_rpn_loc": 0.06639617565087974, "lr": 1e-05, "mask_rcnn/accuracy": 0.9122952201063261, "mask_rcnn/false_negative": 0.07925444266992301, "mask_rcnn/false_positive": 0.09283757141947471, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.00422293972224, "total_loss": 0.6309726253384724}
{"data_time": 0.014700329396873713, "eta_seconds": 34119.77194055915, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.20788891959104724, "fast_rcnn/fg_cls_accuracy": 0.7638071799679675, "iteration": 235919, "loss_box_reg": 0.18960355618037283, "loss_cls": 0.13732195226475596, "loss_mask": 0.2148287668824196, "loss_rpn_cls": 0.022338228358421475, "loss_rpn_loc": 0.05836732825264335, "lr": 1e-05, "mask_rcnn/accuracy": 0.9106261897513117, "mask_rcnn/false_negative": 0.08241941919114643, "mask_rcnn/false_positive": 0.09084209939493838, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.021364038810134, "total_loss": 0.6069690267322585}
{"data_time": 0.015230732504278421, "eta_seconds": 34089.91218764335, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23024468511833132, "fast_rcnn/fg_cls_accuracy": 0.7617774212238713, "iteration": 235939, "loss_box_reg": 0.21467253472656012, "loss_cls": 0.1508486568927765, "loss_mask": 0.2210120651870966, "loss_rpn_cls": 0.029865080025047064, "loss_rpn_loc": 0.06772579823154956, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009995432256632, "mask_rcnn/false_negative": 0.09098003369477875, "mask_rcnn/false_positive": 0.10525905773598704, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9735358017496765, "total_loss": 0.6693315879674628}
{"data_time": 0.01365702785551548, "eta_seconds": 34079.72525987774, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.21034436373419424, "fast_rcnn/fg_cls_accuracy": 0.7413405807149394, "iteration": 235959, "loss_box_reg": 0.18816610798239708, "loss_cls": 0.1516542248427868, "loss_mask": 0.21783436089754105, "loss_rpn_cls": 0.021457904163980857, "loss_rpn_loc": 0.06242218264378607, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059160140965246, "mask_rcnn/false_negative": 0.07819064914564136, "mask_rcnn/false_positive": 0.11183294570433924, "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": 0.9985706703737378, "total_loss": 0.6341272848221706}
{"data_time": 0.016472773160785437, "eta_seconds": 34070.53341555409, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.22805934522707164, "fast_rcnn/fg_cls_accuracy": 0.7431448992852502, "iteration": 235979, "loss_box_reg": 0.1855812780559063, "loss_cls": 0.13494788482785225, "loss_mask": 0.20881318114697933, "loss_rpn_cls": 0.017987777362577617, "loss_rpn_loc": 0.06224375974852592, "lr": 1e-05, "mask_rcnn/accuracy": 0.909180850867451, "mask_rcnn/false_negative": 0.08887457435975352, "mask_rcnn/false_positive": 0.10085379876081257, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0196471991948783, "total_loss": 0.612212379972334}
{"data_time": 0.019307379610836506, "eta_seconds": 34048.41320216656, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.24739291562526933, "fast_rcnn/fg_cls_accuracy": 0.7432183487029216, "iteration": 235999, "loss_box_reg": 0.19152068253606558, "loss_cls": 0.14491598773747683, "loss_mask": 0.21433007530868053, "loss_rpn_cls": 0.02401355288020568, "loss_rpn_loc": 0.0556838393677026, "lr": 1e-05, "mask_rcnn/accuracy": 0.9075325394941633, "mask_rcnn/false_negative": 0.08005239417465214, "mask_rcnn/false_positive": 0.1091285190785509, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0000835238024592, "total_loss": 0.6517824245383963}
{"data_time": 0.016158880665898323, "eta_seconds": 34019.65523885563, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.26333534621578103, "fast_rcnn/fg_cls_accuracy": 0.7193847072879331, "iteration": 236019, "loss_box_reg": 0.20465711131691933, "loss_cls": 0.15656111668795347, "loss_mask": 0.21506154164671898, "loss_rpn_cls": 0.026338513896916993, "loss_rpn_loc": 0.06935629202052951, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012186376340642, "mask_rcnn/false_negative": 0.08980286994853681, "mask_rcnn/false_positive": 0.10132694558641955, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9970633634366095, "total_loss": 0.7007000713492744}
{"data_time": 0.019161127042025328, "eta_seconds": 33992.41717401892, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22244365859506116, "fast_rcnn/fg_cls_accuracy": 0.7562949928011518, "iteration": 236039, "loss_box_reg": 0.20051229931414127, "loss_cls": 0.15264825336635113, "loss_mask": 0.21594278700649738, "loss_rpn_cls": 0.025396173761691898, "loss_rpn_loc": 0.06040920352097601, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021586295015404, "mask_rcnn/false_negative": 0.08654638372776363, "mask_rcnn/false_positive": 0.10847699777787612, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9965223814360797, "total_loss": 0.6652276350650936}
{"data_time": 0.015276722144335508, "eta_seconds": 33988.32776710391, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2295738645219614, "fast_rcnn/fg_cls_accuracy": 0.7575522792237099, "iteration": 236059, "loss_box_reg": 0.19012237340211868, "loss_cls": 0.14492114447057247, "loss_mask": 0.21736158151179552, "loss_rpn_cls": 0.022573941154405475, "loss_rpn_loc": 0.06129171035718173, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010390931428878, "mask_rcnn/false_negative": 0.08494111982827884, "mask_rcnn/false_positive": 0.11182804005767491, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0443675024434924, "total_loss": 0.6395095071638934}
{"data_time": 0.015172229148447514, "eta_seconds": 33945.51103532314, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2563707854803745, "fast_rcnn/fg_cls_accuracy": 0.7291675587718922, "iteration": 236079, "loss_box_reg": 0.19276258535683155, "loss_cls": 0.14753679418936372, "loss_mask": 0.21676352061331272, "loss_rpn_cls": 0.025297150015830994, "loss_rpn_loc": 0.06333089573308825, "lr": 1e-05, "mask_rcnn/accuracy": 0.9163178771304481, "mask_rcnn/false_negative": 0.07633885221562177, "mask_rcnn/false_positive": 0.09570215847490779, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.986148901283741, "total_loss": 0.6641331936698407}
{"data_time": 0.016658316366374493, "eta_seconds": 33932.359899859875, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.24843592985185906, "fast_rcnn/fg_cls_accuracy": 0.7483392313900789, "iteration": 236099, "loss_box_reg": 0.19840810634195805, "loss_cls": 0.15356681309640408, "loss_mask": 0.21807879209518433, "loss_rpn_cls": 0.024748937808908522, "loss_rpn_loc": 0.07300783949904144, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011256297742485, "mask_rcnn/false_negative": 0.08078634147624411, "mask_rcnn/false_positive": 0.10916428558851446, "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": 1.0208482006564736, "total_loss": 0.681869730586186}
{"data_time": 0.017960501369088888, "eta_seconds": 33932.050646580756, "fast_rcnn/cls_accuracy": 0.927490234375, "fast_rcnn/false_negative": 0.28753994997568266, "fast_rcnn/fg_cls_accuracy": 0.7034139402560455, "iteration": 236119, "loss_box_reg": 0.21920790150761604, "loss_cls": 0.14996049646288157, "loss_mask": 0.22350886464118958, "loss_rpn_cls": 0.025942001142539084, "loss_rpn_loc": 0.07565077068284154, "lr": 1e-05, "mask_rcnn/accuracy": 0.8901175443439409, "mask_rcnn/false_negative": 0.10581729711383642, "mask_rcnn/false_positive": 0.12096904773958427, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 209.625, "rpn/num_pos_anchors": 46.375, "time": 1.013841474428773, "total_loss": 0.7061185472412035}
{"data_time": 0.018934195395559072, "eta_seconds": 33924.269465561956, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.2704772411421694, "fast_rcnn/fg_cls_accuracy": 0.7137537707390649, "iteration": 236139, "loss_box_reg": 0.18282119370996952, "loss_cls": 0.14717300236225128, "loss_mask": 0.2223371658474207, "loss_rpn_cls": 0.025755840353667736, "loss_rpn_loc": 0.06190909864380956, "lr": 1e-05, "mask_rcnn/accuracy": 0.8990078062065212, "mask_rcnn/false_negative": 0.08456555104034122, "mask_rcnn/false_positive": 0.11894842041872503, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 0.989234778098762, "total_loss": 0.6409159949980676}
{"data_time": 0.017719682306051254, "eta_seconds": 33894.83615599573, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.22346498506471954, "fast_rcnn/fg_cls_accuracy": 0.7549059004755208, "iteration": 236159, "loss_box_reg": 0.1859278492629528, "loss_cls": 0.13901014532893896, "loss_mask": 0.21208589524030685, "loss_rpn_cls": 0.022045191726647317, "loss_rpn_loc": 0.0540381507598795, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096037933352674, "mask_rcnn/false_negative": 0.07974167994552492, "mask_rcnn/false_positive": 0.09994289570105239, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.9822388924658298, "total_loss": 0.6284231810132042}
{"data_time": 0.015249496791511774, "eta_seconds": 33884.19354179874, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26471096837944663, "fast_rcnn/fg_cls_accuracy": 0.7099839706892603, "iteration": 236179, "loss_box_reg": 0.19676258508116007, "loss_cls": 0.1465104203671217, "loss_mask": 0.2226293906569481, "loss_rpn_cls": 0.028888462315080687, "loss_rpn_loc": 0.07069619360845536, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081297267960214, "mask_rcnn/false_negative": 0.08845791015856497, "mask_rcnn/false_positive": 0.10771636527010071, "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": 1.0243837353773415, "total_loss": 0.6687280441401526}
{"data_time": 0.015178664587438107, "eta_seconds": 33874.98080683872, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2333811459080405, "fast_rcnn/fg_cls_accuracy": 0.7416214712835489, "iteration": 236199, "loss_box_reg": 0.18765525054186583, "loss_cls": 0.14280649507418275, "loss_mask": 0.2113388031721115, "loss_rpn_cls": 0.02223939076066017, "loss_rpn_loc": 0.07636469264980406, "lr": 1e-05, "mask_rcnn/accuracy": 0.9179601777359282, "mask_rcnn/false_negative": 0.08205578646194495, "mask_rcnn/false_positive": 0.08102306258856512, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9987099091522396, "total_loss": 0.6569572028238326}
{"data_time": 0.024537626188248396, "eta_seconds": 33842.08960711956, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.18833989805375348, "fast_rcnn/fg_cls_accuracy": 0.7769274876499648, "iteration": 236219, "loss_box_reg": 0.19755762070417404, "loss_cls": 0.15000875666737556, "loss_mask": 0.1986699840053916, "loss_rpn_cls": 0.020500812301179394, "loss_rpn_loc": 0.06562901410507038, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105594647350134, "mask_rcnn/false_negative": 0.07759165364322132, "mask_rcnn/false_positive": 0.10117103852746592, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0080655287019908, "total_loss": 0.6346697277040221}
{"data_time": 0.017993210814893246, "eta_seconds": 33822.052845954895, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.19826113383601926, "fast_rcnn/fg_cls_accuracy": 0.7763253002152022, "iteration": 236239, "loss_box_reg": 0.18917632289230824, "loss_cls": 0.14218979142606258, "loss_mask": 0.21043363772332668, "loss_rpn_cls": 0.025685658329166472, "loss_rpn_loc": 0.06615225016139448, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089353098759583, "mask_rcnn/false_negative": 0.08067253130273164, "mask_rcnn/false_positive": 0.09883093279078371, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0288067571818829, "total_loss": 0.6458661633660085}
{"data_time": 0.014239193871617317, "eta_seconds": 33813.67168992758, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.21628715837740667, "fast_rcnn/fg_cls_accuracy": 0.7567480719794344, "iteration": 236259, "loss_box_reg": 0.2008783263154328, "loss_cls": 0.1386185009032488, "loss_mask": 0.2180345021188259, "loss_rpn_cls": 0.028219840489327908, "loss_rpn_loc": 0.07039573579095304, "lr": 1e-05, "mask_rcnn/accuracy": 0.9132764321989494, "mask_rcnn/false_negative": 0.07504352761391048, "mask_rcnn/false_positive": 0.106679430305127, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0083397668786347, "total_loss": 0.6489252306637354}
{"data_time": 0.014200279489159584, "eta_seconds": 33771.80483479053, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2404040404040404, "fast_rcnn/fg_cls_accuracy": 0.7572131437994902, "iteration": 236279, "loss_box_reg": 0.2009420245885849, "loss_cls": 0.14470812492072582, "loss_mask": 0.22157170623540878, "loss_rpn_cls": 0.02338913845596835, "loss_rpn_loc": 0.07028667954728007, "lr": 1e-05, "mask_rcnn/accuracy": 0.903544619943786, "mask_rcnn/false_negative": 0.08901506350108813, "mask_rcnn/false_positive": 0.10792080601669281, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9974269866943359, "total_loss": 0.6823762943968177}
{"data_time": 0.014589241240173578, "eta_seconds": 33732.168985996395, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23990073425947245, "fast_rcnn/fg_cls_accuracy": 0.7426822552632694, "iteration": 236299, "loss_box_reg": 0.20877790451049805, "loss_cls": 0.15708577074110508, "loss_mask": 0.21958626806735992, "loss_rpn_cls": 0.022323440934997052, "loss_rpn_loc": 0.06281067489180714, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026905540943085, "mask_rcnn/false_negative": 0.08366668372396269, "mask_rcnn/false_positive": 0.11163634914097614, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9774194862693548, "total_loss": 0.6680308661307208}
{"data_time": 0.015206097159534693, "eta_seconds": 33753.540679216385, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2315673662830061, "fast_rcnn/fg_cls_accuracy": 0.7563711187195359, "iteration": 236319, "loss_box_reg": 0.20919237285852432, "loss_cls": 0.1507588536478579, "loss_mask": 0.21596164628863335, "loss_rpn_cls": 0.024976327957119793, "loss_rpn_loc": 0.07647203572560102, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088950491011178, "mask_rcnn/false_negative": 0.08299897769624359, "mask_rcnn/false_positive": 0.08998196862004326, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0343089830130339, "total_loss": 0.6952258712844923}
{"data_time": 0.013107234612107277, "eta_seconds": 33734.67023544945, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.25128700128700127, "fast_rcnn/fg_cls_accuracy": 0.7225774717166749, "iteration": 236339, "loss_box_reg": 0.21388810314238071, "loss_cls": 0.15944555029273033, "loss_mask": 0.23129776120185852, "loss_rpn_cls": 0.02708625141531229, "loss_rpn_loc": 0.07544562872499228, "lr": 1e-05, "mask_rcnn/accuracy": 0.8987174663866624, "mask_rcnn/false_negative": 0.09458098753014006, "mask_rcnn/false_positive": 0.1053051737171462, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9962993077933788, "total_loss": 0.7307274855556898}
{"data_time": 0.022848398424685, "eta_seconds": 33711.965084411204, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26029369737738794, "fast_rcnn/fg_cls_accuracy": 0.7369064426156124, "iteration": 236359, "loss_box_reg": 0.19929476082324982, "loss_cls": 0.1470588529482484, "loss_mask": 0.21489403769373894, "loss_rpn_cls": 0.025260576512664557, "loss_rpn_loc": 0.05089316354133189, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139898608777162, "mask_rcnn/false_negative": 0.06988936464254644, "mask_rcnn/false_positive": 0.1057708041485417, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0077109914273024, "total_loss": 0.6595270213438198}
{"data_time": 0.013281264342367649, "eta_seconds": 33691.922298986465, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.244574799945748, "fast_rcnn/fg_cls_accuracy": 0.7479994574799946, "iteration": 236379, "loss_box_reg": 0.19843880087137222, "loss_cls": 0.15271478798240423, "loss_mask": 0.21335302479565144, "loss_rpn_cls": 0.023401132377330214, "loss_rpn_loc": 0.06279166496824473, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097528694195951, "mask_rcnn/false_negative": 0.08716750925768929, "mask_rcnn/false_positive": 0.09346345685492416, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9901310172863305, "total_loss": 0.6517512295395136}
{"data_time": 0.01600661501288414, "eta_seconds": 33674.537133425474, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2427378358750908, "fast_rcnn/fg_cls_accuracy": 0.730639272953239, "iteration": 236399, "loss_box_reg": 0.19524685759097338, "loss_cls": 0.14323195815086365, "loss_mask": 0.2191505916416645, "loss_rpn_cls": 0.02031896321568638, "loss_rpn_loc": 0.05987667362205684, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034578970131641, "mask_rcnn/false_negative": 0.09501867883717832, "mask_rcnn/false_positive": 0.09596304570116496, "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": 1.0148029350675642, "total_loss": 0.6579689003992826}
{"data_time": 0.015102674253284931, "eta_seconds": 33655.57000817731, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.22047704770477047, "fast_rcnn/fg_cls_accuracy": 0.7524757560815253, "iteration": 236419, "loss_box_reg": 0.1798684662207961, "loss_cls": 0.13630681904032826, "loss_mask": 0.20786708407104015, "loss_rpn_cls": 0.023217867244966328, "loss_rpn_loc": 0.06937550043221563, "lr": 1e-05, "mask_rcnn/accuracy": 0.908208887013769, "mask_rcnn/false_negative": 0.08248673275252472, "mask_rcnn/false_positive": 0.08565942833441692, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9815199472941458, "total_loss": 0.6436146348714828}
{"data_time": 0.017498514614999294, "eta_seconds": 33621.68523430824, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2265210043457267, "fast_rcnn/fg_cls_accuracy": 0.7609567861797552, "iteration": 236439, "loss_box_reg": 0.20131812989711761, "loss_cls": 0.15143721085041761, "loss_mask": 0.2184822354465723, "loss_rpn_cls": 0.02511986147146672, "loss_rpn_loc": 0.0687807216309011, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022924366078129, "mask_rcnn/false_negative": 0.08116409994046875, "mask_rcnn/false_positive": 0.0970289331375369, "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": 0.9803348854184151, "total_loss": 0.6691467473574448}
{"data_time": 0.015053721610456705, "eta_seconds": 33589.82042203657, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.22274657857479946, "fast_rcnn/fg_cls_accuracy": 0.7633809186723297, "iteration": 236459, "loss_box_reg": 0.20305389910936356, "loss_cls": 0.15881323721259832, "loss_mask": 0.2225686777383089, "loss_rpn_cls": 0.02213701675646007, "loss_rpn_loc": 0.06095012533478439, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034029571912465, "mask_rcnn/false_negative": 0.08146281433570715, "mask_rcnn/false_positive": 0.11042596029835079, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9946533464826643, "total_loss": 0.666173116886057}
{"data_time": 0.02432802179828286, "eta_seconds": 33563.12471758574, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22592464036407112, "fast_rcnn/fg_cls_accuracy": 0.7554469109701668, "iteration": 236479, "loss_box_reg": 0.18920325627550483, "loss_cls": 0.13164159609004855, "loss_mask": 0.22085738740861416, "loss_rpn_cls": 0.022623557422775775, "loss_rpn_loc": 0.05054998304694891, "lr": 1e-05, "mask_rcnn/accuracy": 0.90371947873565, "mask_rcnn/false_negative": 0.0936662544795695, "mask_rcnn/false_positive": 0.09248186670364714, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9655983685515821, "total_loss": 0.6135559946415015}
{"data_time": 0.014929086435586214, "eta_seconds": 33549.76100591011, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2512366590718311, "fast_rcnn/fg_cls_accuracy": 0.7223965625452614, "iteration": 236499, "loss_box_reg": 0.2025710353627801, "loss_cls": 0.1418536980636418, "loss_mask": 0.22872537188231945, "loss_rpn_cls": 0.02444842785189394, "loss_rpn_loc": 0.06514394306577742, "lr": 1e-05, "mask_rcnn/accuracy": 0.89843033131175, "mask_rcnn/false_negative": 0.0864327080915197, "mask_rcnn/false_positive": 0.120686482401383, "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": 1.0333352200686932, "total_loss": 0.659516425585025}
{"data_time": 0.016303366981446743, "eta_seconds": 33523.07325610891, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24580419580419582, "fast_rcnn/fg_cls_accuracy": 0.7443396226415093, "iteration": 236519, "loss_box_reg": 0.1923604365438223, "loss_cls": 0.13286516536027193, "loss_mask": 0.21475526504218578, "loss_rpn_cls": 0.019636025826912373, "loss_rpn_loc": 0.060831393231637776, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086380678879293, "mask_rcnn/false_negative": 0.07701097958601946, "mask_rcnn/false_positive": 0.10379847438601822, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9904133463278413, "total_loss": 0.6286903709697071}
{"data_time": 0.015813075937330723, "eta_seconds": 33503.04752537049, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22777695240925072, "fast_rcnn/fg_cls_accuracy": 0.7583470169677067, "iteration": 236539, "loss_box_reg": 0.20186537690460682, "loss_cls": 0.14501620270311832, "loss_mask": 0.2153066024184227, "loss_rpn_cls": 0.02578009114949964, "loss_rpn_loc": 0.06300424272194505, "lr": 1e-05, "mask_rcnn/accuracy": 0.9149636998845321, "mask_rcnn/false_negative": 0.0755777272118392, "mask_rcnn/false_positive": 0.0939944480276441, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9937297473661602, "total_loss": 0.6421016182866879}
{"data_time": 0.015590927097946405, "eta_seconds": 33474.23832051456, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27613199665831245, "fast_rcnn/fg_cls_accuracy": 0.6995822890559733, "iteration": 236559, "loss_box_reg": 0.20523152220994234, "loss_cls": 0.15100618870928884, "loss_mask": 0.21989011019468307, "loss_rpn_cls": 0.029547213693149388, "loss_rpn_loc": 0.07989885262213647, "lr": 1e-05, "mask_rcnn/accuracy": 0.8918975872141945, "mask_rcnn/false_negative": 0.09044422834037898, "mask_rcnn/false_positive": 0.11778285294959673, "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": 0.9972697501070797, "total_loss": 0.7336738626472652}
{"data_time": 0.014093860052525997, "eta_seconds": 33456.920767407864, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29193824761623666, "fast_rcnn/fg_cls_accuracy": 0.6881618385568657, "iteration": 236579, "loss_box_reg": 0.1935877948999405, "loss_cls": 0.15230755228549242, "loss_mask": 0.2160697728395462, "loss_rpn_cls": 0.026532494346611202, "loss_rpn_loc": 0.08045200142078102, "lr": 1e-05, "mask_rcnn/accuracy": 0.895706515421006, "mask_rcnn/false_negative": 0.08159447289488694, "mask_rcnn/false_positive": 0.10931808578745106, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 208.875, "rpn/num_pos_anchors": 47.125, "time": 0.9958377555012703, "total_loss": 0.6661787445191294}
{"data_time": 0.01747684134170413, "eta_seconds": 33434.197365585715, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21471571906354514, "fast_rcnn/fg_cls_accuracy": 0.7656066860316975, "iteration": 236599, "loss_box_reg": 0.19183922372758389, "loss_cls": 0.13882054947316647, "loss_mask": 0.20922900084406137, "loss_rpn_cls": 0.022116191052191425, "loss_rpn_loc": 0.07816764060407877, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040208573348694, "mask_rcnn/false_negative": 0.09306619494522497, "mask_rcnn/false_positive": 0.08595394745204779, "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": 1.0026907045394182, "total_loss": 0.6543752935904195}
{"data_time": 0.013355696108192205, "eta_seconds": 33422.94460241683, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2196707364398937, "fast_rcnn/fg_cls_accuracy": 0.7802284096637842, "iteration": 236619, "loss_box_reg": 0.20374505128711462, "loss_cls": 0.1440062103793025, "loss_mask": 0.2210124209523201, "loss_rpn_cls": 0.022034665220417082, "loss_rpn_loc": 0.07337550586089492, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028019855202355, "mask_rcnn/false_negative": 0.08757844172707138, "mask_rcnn/false_positive": 0.11857904407191144, "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": 1.0114117455668747, "total_loss": 0.655689662147779}
{"data_time": 0.014997861348092556, "eta_seconds": 33407.50189483166, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24437584410573027, "fast_rcnn/fg_cls_accuracy": 0.7434788732394366, "iteration": 236639, "loss_box_reg": 0.20097310282289982, "loss_cls": 0.1456471337005496, "loss_mask": 0.22274385206401348, "loss_rpn_cls": 0.022359509021043777, "loss_rpn_loc": 0.0572633296251297, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078512353475058, "mask_rcnn/false_negative": 0.0858250544154327, "mask_rcnn/false_positive": 0.09630292806257937, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.019417050294578, "total_loss": 0.6655512730940245}
{"data_time": 0.016123660374432802, "eta_seconds": 33389.523341404274, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.19874715799205656, "fast_rcnn/fg_cls_accuracy": 0.7728188071318671, "iteration": 236659, "loss_box_reg": 0.18413582630455494, "loss_cls": 0.1322535458020866, "loss_mask": 0.19501620903611183, "loss_rpn_cls": 0.023530407692305744, "loss_rpn_loc": 0.055558276013471186, "lr": 1e-05, "mask_rcnn/accuracy": 0.9208452803942917, "mask_rcnn/false_negative": 0.06511882664077591, "mask_rcnn/false_positive": 0.08781238707054573, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9704502210952342, "total_loss": 0.6000803683709819}
{"data_time": 0.018004730809479952, "eta_seconds": 33371.19030531496, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.23608607788519306, "fast_rcnn/fg_cls_accuracy": 0.7430669478946957, "iteration": 236679, "loss_box_reg": 0.2030008053407073, "loss_cls": 0.1424101605080068, "loss_mask": 0.2091474886983633, "loss_rpn_cls": 0.022444646994699724, "loss_rpn_loc": 0.0682929364265874, "lr": 1e-05, "mask_rcnn/accuracy": 0.9132139003358599, "mask_rcnn/false_negative": 0.08049135121981577, "mask_rcnn/false_positive": 0.10490305029072673, "roi_head/num_bg_samples": 426.125, "roi_head/num_fg_samples": 85.875, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0062804808840156, "total_loss": 0.6463421094231308}
{"data_time": 0.012734804768115282, "eta_seconds": 33371.23773219064, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26610169491525426, "fast_rcnn/fg_cls_accuracy": 0.7149814923046951, "iteration": 236699, "loss_box_reg": 0.18441013805568218, "loss_cls": 0.13924708450213075, "loss_mask": 0.20856649335473776, "loss_rpn_cls": 0.02288197260349989, "loss_rpn_loc": 0.06028267854708247, "lr": 1e-05, "mask_rcnn/accuracy": 0.915307687225808, "mask_rcnn/false_negative": 0.08967713288580341, "mask_rcnn/false_positive": 0.07895774567256161, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9820442334748805, "total_loss": 0.6279139054386178}
{"data_time": 0.01561309490352869, "eta_seconds": 33353.82725596428, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2129108910891089, "fast_rcnn/fg_cls_accuracy": 0.7621106785317019, "iteration": 236719, "loss_box_reg": 0.18152051325887442, "loss_cls": 0.14201607927680016, "loss_mask": 0.21341212280094624, "loss_rpn_cls": 0.02041179547086358, "loss_rpn_loc": 0.06056083810108248, "lr": 1e-05, "mask_rcnn/accuracy": 0.8935072948116956, "mask_rcnn/false_negative": 0.0941568631858091, "mask_rcnn/false_positive": 0.11101179236497895, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0024253451265395, "total_loss": 0.6470557759748772}
{"data_time": 0.012298726476728916, "eta_seconds": 33334.79976181872, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2101126164751615, "fast_rcnn/fg_cls_accuracy": 0.7557153865913178, "iteration": 236739, "loss_box_reg": 0.18482693657279015, "loss_cls": 0.13736158423125744, "loss_mask": 0.21922576427459717, "loss_rpn_cls": 0.021712451649364084, "loss_rpn_loc": 0.05952848499873653, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102573180244475, "mask_rcnn/false_negative": 0.06825315614131126, "mask_rcnn/false_positive": 0.10307216126771987, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0265065501444042, "total_loss": 0.6166754843434319}
{"data_time": 0.024545419961214066, "eta_seconds": 33329.71876328811, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2757507043221329, "fast_rcnn/fg_cls_accuracy": 0.6827471175022671, "iteration": 236759, "loss_box_reg": 0.19233704824000597, "loss_cls": 0.14343722723424435, "loss_mask": 0.21042815409600735, "loss_rpn_cls": 0.019737084512598813, "loss_rpn_loc": 0.050135980593040586, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029820145436034, "mask_rcnn/false_negative": 0.09581818730079256, "mask_rcnn/false_positive": 0.09559115954096203, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.010088152717799, "total_loss": 0.6158278217772022}
{"data_time": 0.021117597352713346, "eta_seconds": 33313.59943559393, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.21224028906955736, "fast_rcnn/fg_cls_accuracy": 0.7852905751279735, "iteration": 236779, "loss_box_reg": 0.1987482849508524, "loss_cls": 0.15470288787037134, "loss_mask": 0.2080558631569147, "loss_rpn_cls": 0.026070902589708567, "loss_rpn_loc": 0.05828911458957009, "lr": 1e-05, "mask_rcnn/accuracy": 0.9162726463694921, "mask_rcnn/false_negative": 0.0858306324046796, "mask_rcnn/false_positive": 0.09573442792501172, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0228602020069957, "total_loss": 0.6418444276205264}
{"data_time": 0.020624627359211445, "eta_seconds": 33277.32987422496, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.23134166292655384, "fast_rcnn/fg_cls_accuracy": 0.7499095133992558, "iteration": 236799, "loss_box_reg": 0.18093484174460173, "loss_cls": 0.13835875410586596, "loss_mask": 0.21040992438793182, "loss_rpn_cls": 0.024840862708515488, "loss_rpn_loc": 0.06597739178687334, "lr": 1e-05, "mask_rcnn/accuracy": 0.9156579148722916, "mask_rcnn/false_negative": 0.07858320002965481, "mask_rcnn/false_positive": 0.08520638020524254, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9844639543443918, "total_loss": 0.6306831346591935}
{"data_time": 0.014784388244152069, "eta_seconds": 33255.213522026315, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.23332471784268113, "fast_rcnn/fg_cls_accuracy": 0.7629016972516585, "iteration": 236819, "loss_box_reg": 0.20272792130708694, "loss_cls": 0.14822429697960615, "loss_mask": 0.22260580584406853, "loss_rpn_cls": 0.02409317682031542, "loss_rpn_loc": 0.07217594375833869, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069284606161678, "mask_rcnn/false_negative": 0.08422648650470269, "mask_rcnn/false_positive": 0.09651111272807619, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0081961760297418, "total_loss": 0.6642372640781105}
{"data_time": 0.01361057534813881, "eta_seconds": 33242.93463304639, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26193204463929853, "fast_rcnn/fg_cls_accuracy": 0.7364653912581374, "iteration": 236839, "loss_box_reg": 0.18015556316822767, "loss_cls": 0.13395292591303587, "loss_mask": 0.21082508843392134, "loss_rpn_cls": 0.015906930493656546, "loss_rpn_loc": 0.04821945889852941, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067477735744385, "mask_rcnn/false_negative": 0.08750450431598189, "mask_rcnn/false_positive": 0.1008079439953156, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0003939913585782, "total_loss": 0.6092216974648181}
{"data_time": 0.014689769130200148, "eta_seconds": 33229.448851244524, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.23717948717948717, "fast_rcnn/fg_cls_accuracy": 0.7341363340916477, "iteration": 236859, "loss_box_reg": 0.2037422526627779, "loss_cls": 0.14325183350592852, "loss_mask": 0.2147780228406191, "loss_rpn_cls": 0.02621051378082484, "loss_rpn_loc": 0.07328341901302338, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083719138244628, "mask_rcnn/false_negative": 0.08175400878225819, "mask_rcnn/false_positive": 0.10288319019498077, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.010507805738598, "total_loss": 0.6619470508303493}
{"data_time": 0.01369901280850172, "eta_seconds": 33209.39486883581, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24558823529411766, "fast_rcnn/fg_cls_accuracy": 0.7325664136622392, "iteration": 236879, "loss_box_reg": 0.19421387370675802, "loss_cls": 0.14245700696483254, "loss_mask": 0.21878790855407715, "loss_rpn_cls": 0.026040990254841745, "loss_rpn_loc": 0.06682021718006581, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095374143640023, "mask_rcnn/false_negative": 0.07305577088236714, "mask_rcnn/false_positive": 0.09435019403221176, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9954810775816441, "total_loss": 0.6548475221497938}
{"data_time": 0.01497301971539855, "eta_seconds": 33189.34088642709, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.22290720311486048, "fast_rcnn/fg_cls_accuracy": 0.7563205513042743, "iteration": 236899, "loss_box_reg": 0.1826956458389759, "loss_cls": 0.12362518534064293, "loss_mask": 0.20101507008075714, "loss_rpn_cls": 0.027430853573605418, "loss_rpn_loc": 0.08004279166925699, "lr": 1e-05, "mask_rcnn/accuracy": 0.9079229675655198, "mask_rcnn/false_negative": 0.0895970652470014, "mask_rcnn/false_positive": 0.09319083123754124, "roi_head/num_bg_samples": 455.375, "roi_head/num_fg_samples": 56.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0020102094858885, "total_loss": 0.618102139851544}
{"data_time": 0.016708392184227705, "eta_seconds": 33150.76709251851, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.22823108993448482, "fast_rcnn/fg_cls_accuracy": 0.7448630136986301, "iteration": 236919, "loss_box_reg": 0.2111026905477047, "loss_cls": 0.1521978210657835, "loss_mask": 0.2168031968176365, "loss_rpn_cls": 0.026878838369157165, "loss_rpn_loc": 0.057594213634729385, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042078313988011, "mask_rcnn/false_negative": 0.08461242383176373, "mask_rcnn/false_positive": 0.10348582890157432, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9640983589924872, "total_loss": 0.6869136642781086}
{"data_time": 0.016067344695329666, "eta_seconds": 33104.53002691269, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22657873438764575, "fast_rcnn/fg_cls_accuracy": 0.7473259400223111, "iteration": 236939, "loss_box_reg": 0.1834867037832737, "loss_cls": 0.14274568669497967, "loss_mask": 0.2120597753673792, "loss_rpn_cls": 0.023979945515748113, "loss_rpn_loc": 0.05560244433581829, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058279459043892, "mask_rcnn/false_negative": 0.08584520608461035, "mask_rcnn/false_positive": 0.10307052014533422, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.969942226074636, "total_loss": 0.6496736161643639}
{"data_time": 0.01840371824800968, "eta_seconds": 33084.50308799744, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22433403172702784, "fast_rcnn/fg_cls_accuracy": 0.727921948629455, "iteration": 236959, "loss_box_reg": 0.19611452240496874, "loss_cls": 0.14242564421147108, "loss_mask": 0.21455507166683674, "loss_rpn_cls": 0.02868010418023914, "loss_rpn_loc": 0.07100625126622617, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066054265581132, "mask_rcnn/false_negative": 0.08674432567045909, "mask_rcnn/false_positive": 0.09698632808511298, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9857188602909446, "total_loss": 0.6558820239151828}
{"data_time": 0.025607317220419645, "eta_seconds": 33040.91778727248, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.22308817038181417, "fast_rcnn/fg_cls_accuracy": 0.7526587270832795, "iteration": 236979, "loss_box_reg": 0.18751773610711098, "loss_cls": 0.1332745272666216, "loss_mask": 0.2177309151738882, "loss_rpn_cls": 0.02505159575957805, "loss_rpn_loc": 0.055910619674250484, "lr": 1e-05, "mask_rcnn/accuracy": 0.8937509681226496, "mask_rcnn/false_negative": 0.09097828124920954, "mask_rcnn/false_positive": 0.11122332236161195, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0050064525566995, "total_loss": 0.6049380623735487}
{"data_time": 0.01434585265815258, "eta_seconds": 33019.52131977305, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.22187060478199716, "fast_rcnn/fg_cls_accuracy": 0.7445268496572113, "iteration": 236999, "loss_box_reg": 0.1836338595021516, "loss_cls": 0.13124117068946362, "loss_mask": 0.2155090793967247, "loss_rpn_cls": 0.01969684468349442, "loss_rpn_loc": 0.061428851215168834, "lr": 1e-05, "mask_rcnn/accuracy": 0.9144963854019498, "mask_rcnn/false_negative": 0.08206175838627838, "mask_rcnn/false_positive": 0.09420100261768034, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0003904420882463, "total_loss": 0.6065946483286098}
{"data_time": 0.016965783666819334, "eta_seconds": 32999.509488670155, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.21646408320541338, "fast_rcnn/fg_cls_accuracy": 0.7582759329700832, "iteration": 237019, "loss_box_reg": 0.17433589324355125, "loss_cls": 0.13054346852004528, "loss_mask": 0.2146663498133421, "loss_rpn_cls": 0.019192211620975286, "loss_rpn_loc": 0.05189833021722734, "lr": 1e-05, "mask_rcnn/accuracy": 0.9137471781754629, "mask_rcnn/false_negative": 0.07681027709279019, "mask_rcnn/false_positive": 0.09105411167329337, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9885414317250252, "total_loss": 0.5738465668982826}
{"data_time": 0.014277465175837278, "eta_seconds": 32991.14934802055, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2407674274637953, "fast_rcnn/fg_cls_accuracy": 0.734501630793108, "iteration": 237039, "loss_box_reg": 0.19396399892866611, "loss_cls": 0.14675852376967669, "loss_mask": 0.21857784688472748, "loss_rpn_cls": 0.029857025714591146, "loss_rpn_loc": 0.07468611467629671, "lr": 1e-05, "mask_rcnn/accuracy": 0.90346085305656, "mask_rcnn/false_negative": 0.09864995001925717, "mask_rcnn/false_positive": 0.09545572539797809, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0086550484411418, "total_loss": 0.6553177153691649}
{"data_time": 0.016276101116091013, "eta_seconds": 32952.03372169286, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.19999444999444999, "fast_rcnn/fg_cls_accuracy": 0.7844503428445034, "iteration": 237059, "loss_box_reg": 0.20100192492827773, "loss_cls": 0.14719648472964764, "loss_mask": 0.2157733291387558, "loss_rpn_cls": 0.024097740126308054, "loss_rpn_loc": 0.08033351041376591, "lr": 1e-05, "mask_rcnn/accuracy": 0.9129654762635608, "mask_rcnn/false_negative": 0.07326349641479138, "mask_rcnn/false_positive": 0.11244766897223199, "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": 0.9999823956750333, "total_loss": 0.6883476744988002}
{"data_time": 0.015499385073781013, "eta_seconds": 32956.02303219959, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2386468113559747, "fast_rcnn/fg_cls_accuracy": 0.744953694953695, "iteration": 237079, "loss_box_reg": 0.19917765818536282, "loss_cls": 0.14216473791748285, "loss_mask": 0.21998541429638863, "loss_rpn_cls": 0.0259839438367635, "loss_rpn_loc": 0.06599947903305292, "lr": 1e-05, "mask_rcnn/accuracy": 0.904944357672784, "mask_rcnn/false_negative": 0.08213886733119508, "mask_rcnn/false_positive": 0.10126365072062599, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.010175365023315, "total_loss": 0.6626322934171185}
{"data_time": 0.024153892416507006, "eta_seconds": 32931.09264411032, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.20861300861300863, "fast_rcnn/fg_cls_accuracy": 0.7354459493994379, "iteration": 237099, "loss_box_reg": 0.1821054108440876, "loss_cls": 0.1390840746462345, "loss_mask": 0.2158474698662758, "loss_rpn_cls": 0.02653756702784449, "loss_rpn_loc": 0.0643991269171238, "lr": 1e-05, "mask_rcnn/accuracy": 0.9151878550139828, "mask_rcnn/false_negative": 0.08091289342134278, "mask_rcnn/false_positive": 0.09750818737156447, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9983054464682937, "total_loss": 0.6329282253282145}
{"data_time": 0.014538585674017668, "eta_seconds": 32877.41018459201, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2223980154893401, "fast_rcnn/fg_cls_accuracy": 0.767859043968913, "iteration": 237119, "loss_box_reg": 0.17833347152918577, "loss_cls": 0.1327253393828869, "loss_mask": 0.20645058155059814, "loss_rpn_cls": 0.02376341205672361, "loss_rpn_loc": 0.05919994827127084, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148184480478028, "mask_rcnn/false_negative": 0.07994168037945207, "mask_rcnn/false_positive": 0.09456869483916526, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9759288877248764, "total_loss": 0.6226240123796742}
{"data_time": 0.014432292431592941, "eta_seconds": 32852.37011767924, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2246783142486129, "fast_rcnn/fg_cls_accuracy": 0.7546371978465093, "iteration": 237139, "loss_box_reg": 0.1947792023420334, "loss_cls": 0.1464035790413618, "loss_mask": 0.21249652281403542, "loss_rpn_cls": 0.025285962969064713, "loss_rpn_loc": 0.06922979635419324, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086593283816742, "mask_rcnn/false_negative": 0.08114927807787209, "mask_rcnn/false_positive": 0.10248293355938448, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.974382693413645, "total_loss": 0.6746721593663096}
{"data_time": 0.013992267660796642, "eta_seconds": 32839.92745324969, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22487822478802094, "fast_rcnn/fg_cls_accuracy": 0.7631598389420413, "iteration": 237159, "loss_box_reg": 0.20046575600281358, "loss_cls": 0.14769159443676472, "loss_mask": 0.2268455121666193, "loss_rpn_cls": 0.027752845315262675, "loss_rpn_loc": 0.0661585540510714, "lr": 1e-05, "mask_rcnn/accuracy": 0.899490213096958, "mask_rcnn/false_negative": 0.08342171936678196, "mask_rcnn/false_positive": 0.1101351831728058, "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": 1.0095452526584268, "total_loss": 0.6927734781929757}
{"data_time": 0.015520187560468912, "eta_seconds": 32805.91360987164, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.24757250945775539, "fast_rcnn/fg_cls_accuracy": 0.7249757417905112, "iteration": 237179, "loss_box_reg": 0.18512596189975739, "loss_cls": 0.14485908392816782, "loss_mask": 0.2115400079637766, "loss_rpn_cls": 0.02358809654833749, "loss_rpn_loc": 0.070528085809201, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978383696781238, "mask_rcnn/false_negative": 0.09231118154371545, "mask_rcnn/false_positive": 0.10345743258779003, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.990618696436286, "total_loss": 0.6492167339893058}
{"data_time": 0.027319343760609627, "eta_seconds": 32785.92219389975, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2316110936353151, "fast_rcnn/fg_cls_accuracy": 0.7450059388834899, "iteration": 237199, "loss_box_reg": 0.1934839873574674, "loss_cls": 0.15031767450273037, "loss_mask": 0.21898917853832245, "loss_rpn_cls": 0.023367799469269812, "loss_rpn_loc": 0.06768835929688066, "lr": 1e-05, "mask_rcnn/accuracy": 0.908631032450645, "mask_rcnn/false_negative": 0.08338057855839734, "mask_rcnn/false_positive": 0.09802510870002124, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9931624657474458, "total_loss": 0.6472933493932942}
{"data_time": 0.01510953065007925, "eta_seconds": 32779.92758579552, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2107330737172918, "fast_rcnn/fg_cls_accuracy": 0.7686078023570933, "iteration": 237219, "loss_box_reg": 0.19819898158311844, "loss_cls": 0.14380653388798237, "loss_mask": 0.21921483054757118, "loss_rpn_cls": 0.021949785383185372, "loss_rpn_loc": 0.044541751442011446, "lr": 1e-05, "mask_rcnn/accuracy": 0.9160400158666818, "mask_rcnn/false_negative": 0.08195818077901781, "mask_rcnn/false_positive": 0.09255569360220597, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0483205164782703, "total_loss": 0.6304770491551608}
{"data_time": 0.024005462415516376, "eta_seconds": 32752.39333704114, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22325741890959283, "fast_rcnn/fg_cls_accuracy": 0.7633490839891627, "iteration": 237239, "loss_box_reg": 0.2127896100282669, "loss_cls": 0.14699264708906412, "loss_mask": 0.23144532181322575, "loss_rpn_cls": 0.023778385017067194, "loss_rpn_loc": 0.07484274683520198, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978318230987804, "mask_rcnn/false_negative": 0.11042323570441034, "mask_rcnn/false_positive": 0.10962037575521494, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.00895227631554, "total_loss": 0.6929406463168561}
{"data_time": 0.016775342635810375, "eta_seconds": 32725.94794598408, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24275432984865034, "fast_rcnn/fg_cls_accuracy": 0.7418163067216695, "iteration": 237259, "loss_box_reg": 0.20968423411250114, "loss_cls": 0.1404078509658575, "loss_mask": 0.21882101707160473, "loss_rpn_cls": 0.021067838184535503, "loss_rpn_loc": 0.06270919786766171, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087351424086118, "mask_rcnn/false_negative": 0.09243474614434907, "mask_rcnn/false_positive": 0.10215210410527416, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0019525727257133, "total_loss": 0.6561286824289709}
{"data_time": 0.020025981590151787, "eta_seconds": 32720.742700137198, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21664852586247693, "fast_rcnn/fg_cls_accuracy": 0.7679253519589654, "iteration": 237279, "loss_box_reg": 0.18948053009808064, "loss_cls": 0.13239024206995964, "loss_mask": 0.2155857402831316, "loss_rpn_cls": 0.019800803333055228, "loss_rpn_loc": 0.06514693761710078, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009847133194918, "mask_rcnn/false_negative": 0.09107093495706178, "mask_rcnn/false_positive": 0.10416830594008018, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0124648176133633, "total_loss": 0.6428701561526395}
{"data_time": 0.014434576500207186, "eta_seconds": 32727.014669263735, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.22212007637366524, "fast_rcnn/fg_cls_accuracy": 0.7522747819144564, "iteration": 237299, "loss_box_reg": 0.20719247311353683, "loss_cls": 0.15239484375342727, "loss_mask": 0.20988188683986664, "loss_rpn_cls": 0.023656367091462016, "loss_rpn_loc": 0.06252883945126086, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127930198954268, "mask_rcnn/false_negative": 0.07508272302044497, "mask_rcnn/false_positive": 0.09839927674332877, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0148217268288136, "total_loss": 0.6592223945772275}
{"data_time": 0.01538958353921771, "eta_seconds": 32686.557537317276, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.252283642527545, "fast_rcnn/fg_cls_accuracy": 0.7328316505437988, "iteration": 237319, "loss_box_reg": 0.1975161787122488, "loss_cls": 0.14346880931407213, "loss_mask": 0.2199377939105034, "loss_rpn_cls": 0.02351413673022762, "loss_rpn_loc": 0.05304513964802027, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999785480578819, "mask_rcnn/false_negative": 0.09056048188270921, "mask_rcnn/false_positive": 0.1078789082709186, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0116304848343134, "total_loss": 0.6417067928123288}
{"data_time": 0.017367396038025618, "eta_seconds": 32674.978514742106, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24217513627571655, "fast_rcnn/fg_cls_accuracy": 0.7339226843697783, "iteration": 237339, "loss_box_reg": 0.19102361984550953, "loss_cls": 0.14675798965618014, "loss_mask": 0.214468689635396, "loss_rpn_cls": 0.023531456594355404, "loss_rpn_loc": 0.060852411668747663, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083334815386355, "mask_rcnn/false_negative": 0.09105852753503563, "mask_rcnn/false_positive": 0.09633746890391723, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0063074454665184, "total_loss": 0.6602628814289346}
{"data_time": 0.01718934439122677, "eta_seconds": 32662.353577315807, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.22116163572963263, "fast_rcnn/fg_cls_accuracy": 0.7545648479589254, "iteration": 237359, "loss_box_reg": 0.18513754196465015, "loss_cls": 0.14491221448406577, "loss_mask": 0.20210901647806168, "loss_rpn_cls": 0.024422140268143266, "loss_rpn_loc": 0.06070559297222644, "lr": 1e-05, "mask_rcnn/accuracy": 0.9122673245122225, "mask_rcnn/false_negative": 0.07667424554517163, "mask_rcnn/false_positive": 0.10496874753418535, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0052665644325316, "total_loss": 0.6246387441642582}
{"data_time": 0.021491122897714376, "eta_seconds": 32649.373383037746, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.24691027926322046, "fast_rcnn/fg_cls_accuracy": 0.7035588442565187, "iteration": 237379, "loss_box_reg": 0.18652744963765144, "loss_cls": 0.1460343962535262, "loss_mask": 0.21039002016186714, "loss_rpn_cls": 0.02715947583783418, "loss_rpn_loc": 0.0594099045265466, "lr": 1e-05, "mask_rcnn/accuracy": 0.911918694842802, "mask_rcnn/false_negative": 0.08323423385825504, "mask_rcnn/false_positive": 0.08662553483344604, "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": 1.016411465127021, "total_loss": 0.637161411345005}
{"data_time": 0.019627580884844065, "eta_seconds": 32606.541484594345, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2627178222386133, "fast_rcnn/fg_cls_accuracy": 0.7199501024681458, "iteration": 237399, "loss_box_reg": 0.20797454565763474, "loss_cls": 0.15191576443612576, "loss_mask": 0.21536186151206493, "loss_rpn_cls": 0.028344320715405047, "loss_rpn_loc": 0.06848909799009562, "lr": 1e-05, "mask_rcnn/accuracy": 0.9044072753157357, "mask_rcnn/false_negative": 0.08697536822708254, "mask_rcnn/false_positive": 0.1028604222419859, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9933378817513585, "total_loss": 0.6652243601856753}
{"data_time": 0.017310938332229853, "eta_seconds": 32609.337364174426, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2179656357388316, "fast_rcnn/fg_cls_accuracy": 0.7771531531531531, "iteration": 237419, "loss_box_reg": 0.20870291255414486, "loss_cls": 0.14094917196780443, "loss_mask": 0.2176471557468176, "loss_rpn_cls": 0.024652299820445478, "loss_rpn_loc": 0.0704982525203377, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012615335768454, "mask_rcnn/false_negative": 0.08310627565621767, "mask_rcnn/false_positive": 0.10349085877153527, "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": 1.015766863245517, "total_loss": 0.6670286977896467}
{"data_time": 0.023185938596725464, "eta_seconds": 32574.932652786374, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.274331550802139, "fast_rcnn/fg_cls_accuracy": 0.7085529966703663, "iteration": 237439, "loss_box_reg": 0.18107416946440935, "loss_cls": 0.1386663077864796, "loss_mask": 0.21408801898360252, "loss_rpn_cls": 0.02708233130397275, "loss_rpn_loc": 0.06893672002479434, "lr": 1e-05, "mask_rcnn/accuracy": 0.8773284920576387, "mask_rcnn/false_negative": 0.0971163224872923, "mask_rcnn/false_positive": 0.13405009912044763, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9692886779084802, "total_loss": 0.6479893215291668}
{"data_time": 0.023539137560874224, "eta_seconds": 32573.264467166737, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.24071579194001874, "fast_rcnn/fg_cls_accuracy": 0.7341406982193064, "iteration": 237459, "loss_box_reg": 0.19297445472329855, "loss_cls": 0.1497264141216874, "loss_mask": 0.2172290738672018, "loss_rpn_cls": 0.021317576174624264, "loss_rpn_loc": 0.054185036453418434, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081189779705883, "mask_rcnn/false_negative": 0.08826897941568973, "mask_rcnn/false_positive": 0.09389923025198901, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0089955292642117, "total_loss": 0.6180005594505928}
{"data_time": 0.015078999102115631, "eta_seconds": 32563.760229516774, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.21147955230818744, "fast_rcnn/fg_cls_accuracy": 0.7559677818525434, "iteration": 237479, "loss_box_reg": 0.18742884136736393, "loss_cls": 0.12587445974349976, "loss_mask": 0.21109991148114204, "loss_rpn_cls": 0.016527334810234606, "loss_rpn_loc": 0.049652958346996456, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048412076429317, "mask_rcnn/false_negative": 0.08142176058247527, "mask_rcnn/false_positive": 0.11047128309193391, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0036212909035385, "total_loss": 0.6008388361078687}
{"data_time": 0.022226933855563402, "eta_seconds": 32534.085412044078, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2638593380614657, "fast_rcnn/fg_cls_accuracy": 0.7163425140321107, "iteration": 237499, "loss_box_reg": 0.19098110124468803, "loss_cls": 0.13597312523052096, "loss_mask": 0.20839808881282806, "loss_rpn_cls": 0.022442862973548472, "loss_rpn_loc": 0.05180502403527498, "lr": 1e-05, "mask_rcnn/accuracy": 0.9238466524795439, "mask_rcnn/false_negative": 0.07312144620781465, "mask_rcnn/false_positive": 0.08408668596516672, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9896185495890677, "total_loss": 0.6117204712936655}
{"data_time": 0.025757834315299988, "eta_seconds": 32514.064436405897, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2150462962962963, "fast_rcnn/fg_cls_accuracy": 0.7705314009661836, "iteration": 237519, "loss_box_reg": 0.20958541799336672, "loss_cls": 0.14724008878692985, "loss_mask": 0.20965984649956226, "loss_rpn_cls": 0.028258979553356767, "loss_rpn_loc": 0.05928670702269301, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109634050618372, "mask_rcnn/false_negative": 0.09539136613363558, "mask_rcnn/false_positive": 0.08274533339166547, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9905475783161819, "total_loss": 0.6775607442250475}
{"data_time": 0.021160705480724573, "eta_seconds": 32494.043460767716, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.21429413578567413, "fast_rcnn/fg_cls_accuracy": 0.7564115458111234, "iteration": 237539, "loss_box_reg": 0.18237671069800854, "loss_cls": 0.13853502599522471, "loss_mask": 0.21702569536864758, "loss_rpn_cls": 0.02377627941314131, "loss_rpn_loc": 0.054401839850470424, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134882766041061, "mask_rcnn/false_negative": 0.06980261622499645, "mask_rcnn/false_positive": 0.09307509982864937, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9973277784883976, "total_loss": 0.6086559772957116}
{"data_time": 0.021649583242833614, "eta_seconds": 32473.462307397276, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.2107434684442533, "fast_rcnn/fg_cls_accuracy": 0.7783974841414901, "iteration": 237559, "loss_box_reg": 0.1732216775417328, "loss_cls": 0.1375490645878017, "loss_mask": 0.20603250339627266, "loss_rpn_cls": 0.024251284019555897, "loss_rpn_loc": 0.04748282325454056, "lr": 1e-05, "mask_rcnn/accuracy": 0.9252137108364472, "mask_rcnn/false_negative": 0.07557213073480484, "mask_rcnn/false_positive": 0.08002429375387515, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 235.125, "rpn/num_pos_anchors": 20.875, "time": 0.9852007883600891, "total_loss": 0.5835330609261291}
{"data_time": 0.02039483282715082, "eta_seconds": 32454.001509491354, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.21420642885381502, "fast_rcnn/fg_cls_accuracy": 0.7530230186480187, "iteration": 237579, "loss_box_reg": 0.19043251685798168, "loss_cls": 0.13895382173359394, "loss_mask": 0.21136191859841347, "loss_rpn_cls": 0.024555167881771922, "loss_rpn_loc": 0.07509301137179136, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054613624800629, "mask_rcnn/false_negative": 0.08759283155660211, "mask_rcnn/false_positive": 0.10759567620991853, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0072480742819607, "total_loss": 0.6294128452427685}
{"data_time": 0.016458241268992424, "eta_seconds": 32433.980533853173, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2747528105106325, "fast_rcnn/fg_cls_accuracy": 0.7146524234693877, "iteration": 237599, "loss_box_reg": 0.1942815389484167, "loss_cls": 0.13686612620949745, "loss_mask": 0.22444886527955532, "loss_rpn_cls": 0.02085853149765171, "loss_rpn_loc": 0.06141632003709674, "lr": 1e-05, "mask_rcnn/accuracy": 0.8985269543301981, "mask_rcnn/false_negative": 0.08617672038861617, "mask_rcnn/false_positive": 0.1021882342426117, "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": 1.002309094183147, "total_loss": 0.6374598147813231}
{"data_time": 0.015050168614834547, "eta_seconds": 32402.175515731797, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2372746114998005, "fast_rcnn/fg_cls_accuracy": 0.7366412213740459, "iteration": 237619, "loss_box_reg": 0.19438343215733767, "loss_cls": 0.13928460516035557, "loss_mask": 0.22172891348600388, "loss_rpn_cls": 0.0222263932810165, "loss_rpn_loc": 0.06829565565567464, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077875834944522, "mask_rcnn/false_negative": 0.08467897086003898, "mask_rcnn/false_positive": 0.10239309779335307, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9793470650911331, "total_loss": 0.6374276707647368}
{"data_time": 0.01450865576043725, "eta_seconds": 32370.59921257198, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.210936198567383, "fast_rcnn/fg_cls_accuracy": 0.7705025250434638, "iteration": 237639, "loss_box_reg": 0.20099343359470367, "loss_cls": 0.15103053767234087, "loss_mask": 0.22384612821042538, "loss_rpn_cls": 0.02445313800126314, "loss_rpn_loc": 0.06437235965859145, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128311534061582, "mask_rcnn/false_negative": 0.079009648709533, "mask_rcnn/false_positive": 0.07956147239182126, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0061449124477804, "total_loss": 0.6547755713108927}
{"data_time": 0.019531724974513054, "eta_seconds": 32366.111989198253, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22557503764646575, "fast_rcnn/fg_cls_accuracy": 0.7542756713950289, "iteration": 237659, "loss_box_reg": 0.18658220395445824, "loss_cls": 0.15152805857360363, "loss_mask": 0.20947456266731024, "loss_rpn_cls": 0.02760044438764453, "loss_rpn_loc": 0.06258657993748784, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009088659823083, "mask_rcnn/false_negative": 0.0869000218866718, "mask_rcnn/false_positive": 0.11573108158604979, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.0136036458425224, "total_loss": 0.6201638719066978}
{"data_time": 0.013805007562041283, "eta_seconds": 32320.69774106145, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.26547245857590684, "fast_rcnn/fg_cls_accuracy": 0.7185423753347326, "iteration": 237679, "loss_box_reg": 0.19423499470576644, "loss_cls": 0.1330517716705799, "loss_mask": 0.21930552273988724, "loss_rpn_cls": 0.02336932101752609, "loss_rpn_loc": 0.053768438985571265, "lr": 1e-05, "mask_rcnn/accuracy": 0.908431383533143, "mask_rcnn/false_negative": 0.08931582939715527, "mask_rcnn/false_positive": 0.09632707474642885, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9880035337992013, "total_loss": 0.6232317407848313}
{"data_time": 0.013346818275749683, "eta_seconds": 32300.69730929099, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2777792202734106, "fast_rcnn/fg_cls_accuracy": 0.686698717948718, "iteration": 237699, "loss_box_reg": 0.2002100981771946, "loss_cls": 0.15105098765343428, "loss_mask": 0.21733656339347363, "loss_rpn_cls": 0.021495655935723335, "loss_rpn_loc": 0.06766581255942583, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086732459193816, "mask_rcnn/false_negative": 0.0880571621324037, "mask_rcnn/false_positive": 0.09074125117562752, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9965064697898924, "total_loss": 0.670398544811178}
{"data_time": 0.017237627413123846, "eta_seconds": 32290.200437419116, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.20477116261845849, "fast_rcnn/fg_cls_accuracy": 0.7434895833333333, "iteration": 237719, "loss_box_reg": 0.19065650179982185, "loss_cls": 0.14227854367345572, "loss_mask": 0.20590787939727306, "loss_rpn_cls": 0.023492928594350815, "loss_rpn_loc": 0.062178908148780465, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139514466008951, "mask_rcnn/false_negative": 0.08439368560454158, "mask_rcnn/false_positive": 0.10265028635942185, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0329443314112723, "total_loss": 0.6362576575920684}
{"data_time": 0.020632897038012743, "eta_seconds": 32254.47534843348, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2084662159289025, "fast_rcnn/fg_cls_accuracy": 0.7631354140600057, "iteration": 237739, "loss_box_reg": 0.1884214235469699, "loss_cls": 0.14735396951436996, "loss_mask": 0.21925034373998642, "loss_rpn_cls": 0.02449415242881514, "loss_rpn_loc": 0.061604807851836085, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035837562244947, "mask_rcnn/false_negative": 0.07504426423500432, "mask_rcnn/false_positive": 0.10443560887971116, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0005777142941952, "total_loss": 0.6316541782580316}
{"data_time": 0.013988351449370384, "eta_seconds": 32221.708678752184, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.21630482552518238, "fast_rcnn/fg_cls_accuracy": 0.7565976793313536, "iteration": 237759, "loss_box_reg": 0.1787064028903842, "loss_cls": 0.12895511649549007, "loss_mask": 0.2161321211606264, "loss_rpn_cls": 0.01846541537088342, "loss_rpn_loc": 0.05171451612841338, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096595496653745, "mask_rcnn/false_negative": 0.08442957199062531, "mask_rcnn/false_positive": 0.08659639506135476, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9858250617980957, "total_loss": 0.5909799966902938}
{"data_time": 0.016388930846005678, "eta_seconds": 32200.552340028808, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2384169884169884, "fast_rcnn/fg_cls_accuracy": 0.749809098192379, "iteration": 237779, "loss_box_reg": 0.20938183180987835, "loss_cls": 0.15568837895989418, "loss_mask": 0.220851831138134, "loss_rpn_cls": 0.029473592992872, "loss_rpn_loc": 0.0869204003829509, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054488047632181, "mask_rcnn/false_negative": 0.08685932773852184, "mask_rcnn/false_positive": 0.11343479741759072, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9949392327107489, "total_loss": 0.7271143271937035}
{"data_time": 0.018767548259347677, "eta_seconds": 32194.48562366888, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24714998737643473, "fast_rcnn/fg_cls_accuracy": 0.7275463045892595, "iteration": 237799, "loss_box_reg": 0.1893157958984375, "loss_cls": 0.14171358291059732, "loss_mask": 0.21484019234776497, "loss_rpn_cls": 0.02306493220385164, "loss_rpn_loc": 0.049732662504538894, "lr": 1e-05, "mask_rcnn/accuracy": 0.906084656084656, "mask_rcnn/false_negative": 0.08121529934162278, "mask_rcnn/false_positive": 0.10372054458809964, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0118045662529767, "total_loss": 0.6345475836424157}
{"data_time": 0.022770448587834835, "eta_seconds": 32176.56018280424, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2161796536796537, "fast_rcnn/fg_cls_accuracy": 0.754746835443038, "iteration": 237819, "loss_box_reg": 0.20143510960042477, "loss_cls": 0.14552761591039598, "loss_mask": 0.21422256529331207, "loss_rpn_cls": 0.021204552613198757, "loss_rpn_loc": 0.061134410090744495, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094686841151324, "mask_rcnn/false_negative": 0.07429050427491442, "mask_rcnn/false_positive": 0.11161297257423193, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0143733648583293, "total_loss": 0.6592419130902272}
{"data_time": 0.021853433921933174, "eta_seconds": 32154.827090129256, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.22592319960741014, "fast_rcnn/fg_cls_accuracy": 0.7421328671328671, "iteration": 237839, "loss_box_reg": 0.19705450721085072, "loss_cls": 0.1488788379356265, "loss_mask": 0.21833788976073265, "loss_rpn_cls": 0.028224542853422463, "loss_rpn_loc": 0.08010010479483753, "lr": 1e-05, "mask_rcnn/accuracy": 0.903637239580737, "mask_rcnn/false_negative": 0.08550075550557511, "mask_rcnn/false_positive": 0.1062949130581302, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9993701037019491, "total_loss": 0.6588649891782552}
{"data_time": 0.015393792185932398, "eta_seconds": 32124.534323764965, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.226258064516129, "fast_rcnn/fg_cls_accuracy": 0.7492524869185211, "iteration": 237859, "loss_box_reg": 0.2091959547251463, "loss_cls": 0.14782294910401106, "loss_mask": 0.22690335661172867, "loss_rpn_cls": 0.02785407449118793, "loss_rpn_loc": 0.06206571822986007, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037391195671352, "mask_rcnn/false_negative": 0.09588587141158572, "mask_rcnn/false_positive": 0.09588054805658736, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0044222800061107, "total_loss": 0.7053042461629957}
{"data_time": 0.02491073776036501, "eta_seconds": 32114.28614128381, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27009104192424416, "fast_rcnn/fg_cls_accuracy": 0.7157117762313356, "iteration": 237879, "loss_box_reg": 0.21651842072606087, "loss_cls": 0.1571510611101985, "loss_mask": 0.22298833541572094, "loss_rpn_cls": 0.02482662833062932, "loss_rpn_loc": 0.08054682798683643, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065633872501068, "mask_rcnn/false_negative": 0.08920403120435788, "mask_rcnn/false_positive": 0.09416238189420581, "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": 1.0678622340783477, "total_loss": 0.7068749614409171}
{"data_time": 0.021639417856931686, "eta_seconds": 32093.550339667127, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.21663705583756343, "fast_rcnn/fg_cls_accuracy": 0.7483227432466011, "iteration": 237899, "loss_box_reg": 0.20449521206319332, "loss_cls": 0.1456920402124524, "loss_mask": 0.22176266461610794, "loss_rpn_cls": 0.022409340657759458, "loss_rpn_loc": 0.06206246907822788, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083415727289292, "mask_rcnn/false_negative": 0.08368707041078316, "mask_rcnn/false_positive": 0.09693284867299483, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 0.9984760382212698, "total_loss": 0.6668962183175609}
{"data_time": 0.014424554072320461, "eta_seconds": 32074.839958064258, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22346711015799378, "fast_rcnn/fg_cls_accuracy": 0.7347669453833838, "iteration": 237919, "loss_box_reg": 0.2082936130464077, "loss_cls": 0.15131423622369766, "loss_mask": 0.2226338479667902, "loss_rpn_cls": 0.02385576581582427, "loss_rpn_loc": 0.05512257036752999, "lr": 1e-05, "mask_rcnn/accuracy": 0.9183849954086434, "mask_rcnn/false_negative": 0.08108775400842913, "mask_rcnn/false_positive": 0.09913496221907131, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.984008003026247, "total_loss": 0.675213600276038}
{"data_time": 0.015298350248485804, "eta_seconds": 32070.13091770932, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2257690711189005, "fast_rcnn/fg_cls_accuracy": 0.7672379948756096, "iteration": 237939, "loss_box_reg": 0.1950954645872116, "loss_cls": 0.15306948218494654, "loss_mask": 0.22101890482008457, "loss_rpn_cls": 0.02373865817207843, "loss_rpn_loc": 0.06593155395239592, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994431270260352, "mask_rcnn/false_negative": 0.09207584849678904, "mask_rcnn/false_positive": 0.1005646806932449, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9872713438235223, "total_loss": 0.6771153676090762}
{"data_time": 0.0149529785849154, "eta_seconds": 32050.124597735703, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.25465820824127017, "fast_rcnn/fg_cls_accuracy": 0.7369888824312417, "iteration": 237959, "loss_box_reg": 0.20727704837918282, "loss_cls": 0.14895596634596586, "loss_mask": 0.2236494943499565, "loss_rpn_cls": 0.025954906246624887, "loss_rpn_loc": 0.06537364632822573, "lr": 1e-05, "mask_rcnn/accuracy": 0.8956989310613519, "mask_rcnn/false_negative": 0.08979011662286739, "mask_rcnn/false_positive": 0.11392857928149377, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9750765971839428, "total_loss": 0.6830450029228814}
{"data_time": 0.014350886922329664, "eta_seconds": 32041.928968923166, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.19790753464222852, "fast_rcnn/fg_cls_accuracy": 0.7892719525372587, "iteration": 237979, "loss_box_reg": 0.21504229679703712, "loss_cls": 0.16096543101593852, "loss_mask": 0.21959777921438217, "loss_rpn_cls": 0.02714522075257264, "loss_rpn_loc": 0.06492186803370714, "lr": 1e-05, "mask_rcnn/accuracy": 0.9185201385583388, "mask_rcnn/false_negative": 0.07172034045745773, "mask_rcnn/false_positive": 0.09472235039880228, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0066649466753006, "total_loss": 0.7040912349184509}
{"data_time": 0.014763026498258114, "eta_seconds": 32022.658228874207, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.23356262997920332, "fast_rcnn/fg_cls_accuracy": 0.7142906730535596, "iteration": 237999, "loss_box_reg": 0.16992521379143, "loss_cls": 0.1321643153205514, "loss_mask": 0.20270054787397385, "loss_rpn_cls": 0.02109210702474229, "loss_rpn_loc": 0.0576600159984082, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039596820072902, "mask_rcnn/false_negative": 0.08779450348078291, "mask_rcnn/false_positive": 0.10738958972077875, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.022972741164267, "total_loss": 0.5864105131477118}
{"data_time": 0.0174558712169528, "eta_seconds": 32012.98781105317, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23819222053673428, "fast_rcnn/fg_cls_accuracy": 0.7203276699029126, "iteration": 238019, "loss_box_reg": 0.20419115386903286, "loss_cls": 0.15280917193740606, "loss_mask": 0.22669861651957035, "loss_rpn_cls": 0.02469214066513814, "loss_rpn_loc": 0.06689118291251361, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992079098828392, "mask_rcnn/false_negative": 0.08734941164245774, "mask_rcnn/false_positive": 0.11498874585961973, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0142613919451833, "total_loss": 0.6974509675346781}
{"data_time": 0.015031476505100727, "eta_seconds": 31992.96718077734, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22727806137417123, "fast_rcnn/fg_cls_accuracy": 0.7552224490023534, "iteration": 238039, "loss_box_reg": 0.19759047403931618, "loss_cls": 0.15105759352445602, "loss_mask": 0.2119797244668007, "loss_rpn_cls": 0.027734905714169145, "loss_rpn_loc": 0.05920609598979354, "lr": 1e-05, "mask_rcnn/accuracy": 0.8995001249672054, "mask_rcnn/false_negative": 0.08733757934742187, "mask_rcnn/false_positive": 0.10162144091364816, "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": 1.0104834851808846, "total_loss": 0.6685736838262528}
{"data_time": 0.017822356428951025, "eta_seconds": 31977.645194530487, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.20746683729973175, "fast_rcnn/fg_cls_accuracy": 0.7692452889546041, "iteration": 238059, "loss_box_reg": 0.18744569993577898, "loss_cls": 0.14956863597035408, "loss_mask": 0.21012969315052032, "loss_rpn_cls": 0.02220601320732385, "loss_rpn_loc": 0.05211973481345922, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096228355425455, "mask_rcnn/false_negative": 0.0853009313789363, "mask_rcnn/false_positive": 0.1032309747532913, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0244491025805473, "total_loss": 0.6213431794894859}
{"data_time": 0.019389546010643244, "eta_seconds": 31954.02084030211, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2115481487700445, "fast_rcnn/fg_cls_accuracy": 0.7732138359499623, "iteration": 238079, "loss_box_reg": 0.1861062292009592, "loss_cls": 0.13037359714508057, "loss_mask": 0.21369351260364056, "loss_rpn_cls": 0.019785680720815435, "loss_rpn_loc": 0.0600226343376562, "lr": 1e-05, "mask_rcnn/accuracy": 0.9168942131961855, "mask_rcnn/false_negative": 0.07575039101280368, "mask_rcnn/false_positive": 0.0973627757623254, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0048049786128104, "total_loss": 0.6041492896329146}
{"data_time": 0.01409092964604497, "eta_seconds": 31937.598049640656, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22989747302536317, "fast_rcnn/fg_cls_accuracy": 0.7661385686258702, "iteration": 238099, "loss_box_reg": 0.19588574022054672, "loss_cls": 0.1468298314139247, "loss_mask": 0.2094877790659666, "loss_rpn_cls": 0.023851197445765138, "loss_rpn_loc": 0.06749191065318882, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101444985364664, "mask_rcnn/false_negative": 0.079346423044835, "mask_rcnn/false_positive": 0.10512921956824331, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9964776705019176, "total_loss": 0.6332411044277251}
{"data_time": 0.01537639694288373, "eta_seconds": 31959.285725783557, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2306372549019608, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 238119, "loss_box_reg": 0.19446238968521357, "loss_cls": 0.15161166014149785, "loss_mask": 0.22448588535189629, "loss_rpn_cls": 0.024454801401589066, "loss_rpn_loc": 0.06490325694903731, "lr": 1e-05, "mask_rcnn/accuracy": 0.9154836744631565, "mask_rcnn/false_negative": 0.07454540666136075, "mask_rcnn/false_positive": 0.10195731798535154, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0182732744142413, "total_loss": 0.6735021281638183}
{"data_time": 0.013582777697592974, "eta_seconds": 31956.151200458407, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2459159663865546, "fast_rcnn/fg_cls_accuracy": 0.7137037037037037, "iteration": 238139, "loss_box_reg": 0.20547014568001032, "loss_cls": 0.14643780700862408, "loss_mask": 0.23023969307541847, "loss_rpn_cls": 0.021182234631851315, "loss_rpn_loc": 0.06060764426365495, "lr": 1e-05, "mask_rcnn/accuracy": 0.9036659729681347, "mask_rcnn/false_negative": 0.08386671306130902, "mask_rcnn/false_positive": 0.10512148296274512, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0038733943365514, "total_loss": 0.672899805358611}
{"data_time": 0.019692493602633476, "eta_seconds": 31919.186245575547, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23929942263651904, "fast_rcnn/fg_cls_accuracy": 0.747292513439098, "iteration": 238159, "loss_box_reg": 0.18598558753728867, "loss_cls": 0.1434528138488531, "loss_mask": 0.22491871751844883, "loss_rpn_cls": 0.02951890812255442, "loss_rpn_loc": 0.0702564506791532, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998005095574351, "mask_rcnn/false_negative": 0.09303531578001717, "mask_rcnn/false_positive": 0.1069473469716146, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.981676694471389, "total_loss": 0.6821080273366533}
{"data_time": 0.021330390125513077, "eta_seconds": 31924.763187645003, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.21886514369933677, "fast_rcnn/fg_cls_accuracy": 0.7726876513317191, "iteration": 238179, "loss_box_reg": 0.17942810710519552, "loss_cls": 0.1280139684677124, "loss_mask": 0.21945763193070889, "loss_rpn_cls": 0.023224486620165408, "loss_rpn_loc": 0.05445059121120721, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128314465359841, "mask_rcnn/false_negative": 0.0837018375336577, "mask_rcnn/false_positive": 0.09072277337405682, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 1.0133873275481164, "total_loss": 0.6110023881919915}
{"data_time": 0.02233554655686021, "eta_seconds": 31911.242725979537, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2910684142587628, "fast_rcnn/fg_cls_accuracy": 0.704710378428542, "iteration": 238199, "loss_box_reg": 0.20629988703876734, "loss_cls": 0.15399713907390833, "loss_mask": 0.21579921431839466, "loss_rpn_cls": 0.02314931177534163, "loss_rpn_loc": 0.05788474250584841, "lr": 1e-05, "mask_rcnn/accuracy": 0.9014492808030414, "mask_rcnn/false_negative": 0.08547468801465888, "mask_rcnn/false_positive": 0.11551026534214967, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 1.0207484075799584, "total_loss": 0.6786113554844633}
{"data_time": 0.020178071223199368, "eta_seconds": 31880.817005513236, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24885743771192687, "fast_rcnn/fg_cls_accuracy": 0.7352415368877927, "iteration": 238219, "loss_box_reg": 0.192651204764843, "loss_cls": 0.14182973373681307, "loss_mask": 0.21375492960214615, "loss_rpn_cls": 0.02636579266982153, "loss_rpn_loc": 0.07398799346992746, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095807831007754, "mask_rcnn/false_negative": 0.08716931154351165, "mask_rcnn/false_positive": 0.0987888036802406, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0127349682152271, "total_loss": 0.6590133690042421}
{"data_time": 0.015581225976347923, "eta_seconds": 31871.10279802233, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23256178305768235, "fast_rcnn/fg_cls_accuracy": 0.7521916254125413, "iteration": 238239, "loss_box_reg": 0.20435055531561375, "loss_cls": 0.14787727687507868, "loss_mask": 0.22269811481237411, "loss_rpn_cls": 0.023875841579865664, "loss_rpn_loc": 0.06973523064516485, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113599455388152, "mask_rcnn/false_negative": 0.09256900598567067, "mask_rcnn/false_positive": 0.09576603785984261, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.060220530256629, "total_loss": 0.6709125336492434}
{"data_time": 0.017014353536069393, "eta_seconds": 31848.040117230266, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.21800541218401426, "fast_rcnn/fg_cls_accuracy": 0.7692321390412422, "iteration": 238259, "loss_box_reg": 0.20103557035326958, "loss_cls": 0.14875831548124552, "loss_mask": 0.2223566547036171, "loss_rpn_cls": 0.026784982183016837, "loss_rpn_loc": 0.07504670252092183, "lr": 1e-05, "mask_rcnn/accuracy": 0.9111635236286295, "mask_rcnn/false_negative": 0.07310318713315672, "mask_rcnn/false_positive": 0.10459940554240957, "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": 0.9856239287182689, "total_loss": 0.6901867414126173}
{"data_time": 0.014940754976123571, "eta_seconds": 31812.829083744437, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.22783748328666212, "fast_rcnn/fg_cls_accuracy": 0.7548392465233356, "iteration": 238279, "loss_box_reg": 0.1993545750156045, "loss_cls": 0.15252493415027857, "loss_mask": 0.21457928232848644, "loss_rpn_cls": 0.024236714525613934, "loss_rpn_loc": 0.06851584813557565, "lr": 1e-05, "mask_rcnn/accuracy": 0.9171272925752962, "mask_rcnn/false_negative": 0.08031639737873292, "mask_rcnn/false_positive": 0.09904108918959376, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9723126059398055, "total_loss": 0.6686504301615059}
{"data_time": 0.015235428232699633, "eta_seconds": 31765.62748560682, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3025037868662568, "fast_rcnn/fg_cls_accuracy": 0.6911827650164075, "iteration": 238299, "loss_box_reg": 0.2165566124022007, "loss_cls": 0.15822976361960173, "loss_mask": 0.2198538463562727, "loss_rpn_cls": 0.027131533715873957, "loss_rpn_loc": 0.07596546760760248, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060400318736976, "mask_rcnn/false_negative": 0.08326070737859091, "mask_rcnn/false_positive": 0.10681876069434634, "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": 0.992002793122083, "total_loss": 0.7276263164822012}
{"data_time": 0.021748105995357037, "eta_seconds": 31754.434419572353, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.26869658119658124, "fast_rcnn/fg_cls_accuracy": 0.7022267206477733, "iteration": 238319, "loss_box_reg": 0.21635845862329006, "loss_cls": 0.1583254598081112, "loss_mask": 0.22260500863194466, "loss_rpn_cls": 0.025236373185180128, "loss_rpn_loc": 0.06622213427908719, "lr": 1e-05, "mask_rcnn/accuracy": 0.8949962817023991, "mask_rcnn/false_negative": 0.09243983076759889, "mask_rcnn/false_positive": 0.11501807553808228, "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": 1.0264450758695602, "total_loss": 0.6994778254302219}
{"data_time": 0.014093522913753986, "eta_seconds": 31711.568362833932, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2076782154210895, "fast_rcnn/fg_cls_accuracy": 0.7641304347826087, "iteration": 238339, "loss_box_reg": 0.1925089149735868, "loss_cls": 0.14313339116051793, "loss_mask": 0.21860704384744167, "loss_rpn_cls": 0.02239637589082122, "loss_rpn_loc": 0.057008391711860895, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010696145733106, "mask_rcnn/false_negative": 0.0878633490350613, "mask_rcnn/false_positive": 0.11646747653495013, "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": 0.9620281639508903, "total_loss": 0.6296777392271906}
{"data_time": 0.015546706970781088, "eta_seconds": 31667.250314038247, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.220065587541598, "fast_rcnn/fg_cls_accuracy": 0.7686586899962833, "iteration": 238359, "loss_box_reg": 0.19625018537044525, "loss_cls": 0.14249587478116155, "loss_mask": 0.2230764403939247, "loss_rpn_cls": 0.020369757898151875, "loss_rpn_loc": 0.0636985283344984, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955792367447932, "mask_rcnn/false_negative": 0.09239272746196289, "mask_rcnn/false_positive": 0.10587501661908238, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9801988797262311, "total_loss": 0.6610498491209}
{"data_time": 0.018707340583205223, "eta_seconds": 31647.233088808134, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2560180995475113, "fast_rcnn/fg_cls_accuracy": 0.7368764400521889, "iteration": 238379, "loss_box_reg": 0.19425694830715656, "loss_cls": 0.14309066534042358, "loss_mask": 0.21809436567127705, "loss_rpn_cls": 0.029097814694978297, "loss_rpn_loc": 0.07634232309646904, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063441211284615, "mask_rcnn/false_negative": 0.08778643831442517, "mask_rcnn/false_positive": 0.09985279570486041, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0119219534099102, "total_loss": 0.6664813496172428}
{"data_time": 0.01769930310547352, "eta_seconds": 31651.470633782446, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23148046532045655, "fast_rcnn/fg_cls_accuracy": 0.7594384726984964, "iteration": 238399, "loss_box_reg": 0.1970615740865469, "loss_cls": 0.1429359121248126, "loss_mask": 0.22064485028386116, "loss_rpn_cls": 0.028308592969551682, "loss_rpn_loc": 0.06749731604941189, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067649911936578, "mask_rcnn/false_negative": 0.08694574051627302, "mask_rcnn/false_positive": 0.10663104596702529, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0086044166237116, "total_loss": 0.6678047619061545}
{"data_time": 0.01804003631696105, "eta_seconds": 31631.43805743195, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22602698348771647, "fast_rcnn/fg_cls_accuracy": 0.7370268038617886, "iteration": 238419, "loss_box_reg": 0.1855059154331684, "loss_cls": 0.1387124415487051, "loss_mask": 0.21546277776360512, "loss_rpn_cls": 0.02204308845102787, "loss_rpn_loc": 0.0564197861822322, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087242286741233, "mask_rcnn/false_negative": 0.07850580003143096, "mask_rcnn/false_positive": 0.08883740307235462, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0380176226608455, "total_loss": 0.6216970396926627}
{"data_time": 0.01372341625392437, "eta_seconds": 31625.01500621438, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.24255644852659777, "fast_rcnn/fg_cls_accuracy": 0.745954305098274, "iteration": 238439, "loss_box_reg": 0.19714329298585653, "loss_cls": 0.14310773834586143, "loss_mask": 0.22196599282324314, "loss_rpn_cls": 0.024689851386938244, "loss_rpn_loc": 0.06728035164996982, "lr": 1e-05, "mask_rcnn/accuracy": 0.9173665438500849, "mask_rcnn/false_negative": 0.07883895256030268, "mask_rcnn/false_positive": 0.09205701155888474, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0002213371917605, "total_loss": 0.6454819167847745}
{"data_time": 0.01485489308834076, "eta_seconds": 31598.3705788292, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23914132976946206, "fast_rcnn/fg_cls_accuracy": 0.7541463414634146, "iteration": 238459, "loss_box_reg": 0.18774190545082092, "loss_cls": 0.13948143366724253, "loss_mask": 0.21086466684937477, "loss_rpn_cls": 0.03387158928671852, "loss_rpn_loc": 0.0621689788531512, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069123220407742, "mask_rcnn/false_negative": 0.07732684842994575, "mask_rcnn/false_positive": 0.08936065487969518, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9851279058493674, "total_loss": 0.6465396542334929}
{"data_time": 0.017177130095660686, "eta_seconds": 31580.016489103436, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23073836276083465, "fast_rcnn/fg_cls_accuracy": 0.7573568753344033, "iteration": 238479, "loss_box_reg": 0.19683550391346216, "loss_cls": 0.14315517898648977, "loss_mask": 0.21057558618485928, "loss_rpn_cls": 0.02315103856381029, "loss_rpn_loc": 0.05573863280005753, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092653624891537, "mask_rcnn/false_negative": 0.07171162221031976, "mask_rcnn/false_positive": 0.10628617691134323, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0234569096937776, "total_loss": 0.6382402938324958}
{"data_time": 0.016498131677508354, "eta_seconds": 31596.737273270264, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.21503532172094564, "fast_rcnn/fg_cls_accuracy": 0.7752084571469735, "iteration": 238499, "loss_box_reg": 0.19397811777889729, "loss_cls": 0.14332511648535728, "loss_mask": 0.21410644240677357, "loss_rpn_cls": 0.02414514747215435, "loss_rpn_loc": 0.07464055938180536, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069250524318955, "mask_rcnn/false_negative": 0.07496000450204664, "mask_rcnn/false_positive": 0.11049129487325303, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0293307220563293, "total_loss": 0.64853805716848}
{"data_time": 0.019531662110239267, "eta_seconds": 31605.974097754806, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.19989489446252195, "fast_rcnn/fg_cls_accuracy": 0.7891827684510611, "iteration": 238519, "loss_box_reg": 0.18223836086690426, "loss_cls": 0.13425363413989544, "loss_mask": 0.203420115634799, "loss_rpn_cls": 0.021822142763994634, "loss_rpn_loc": 0.061626803246326745, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037494482270096, "mask_rcnn/false_negative": 0.0802704192314846, "mask_rcnn/false_positive": 0.10572476071479721, "roi_head/num_bg_samples": 428.125, "roi_head/num_fg_samples": 83.875, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.0320048416033387, "total_loss": 0.6505792212556116}
{"data_time": 0.017013937700539827, "eta_seconds": 31585.894063385203, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27069291468025647, "fast_rcnn/fg_cls_accuracy": 0.697649881482338, "iteration": 238539, "loss_box_reg": 0.20829999074339867, "loss_cls": 0.1445369804278016, "loss_mask": 0.22311105579137802, "loss_rpn_cls": 0.023341613763477653, "loss_rpn_loc": 0.06432861182838678, "lr": 1e-05, "mask_rcnn/accuracy": 0.8933163748453927, "mask_rcnn/false_negative": 0.0916072037144615, "mask_rcnn/false_positive": 0.12189100631196523, "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": 0.9962708759121597, "total_loss": 0.6849231903906912}
{"data_time": 0.029563494492322206, "eta_seconds": 31549.983374364674, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.22900556233889569, "fast_rcnn/fg_cls_accuracy": 0.7564942702557381, "iteration": 238559, "loss_box_reg": 0.18455219827592373, "loss_cls": 0.14470831863582134, "loss_mask": 0.22008045203983784, "loss_rpn_cls": 0.023232133709825575, "loss_rpn_loc": 0.062201728112995625, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064300283324047, "mask_rcnn/false_negative": 0.08015126266462819, "mask_rcnn/false_positive": 0.10914348499369558, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9674152592197061, "total_loss": 0.6346915265312418}
{"data_time": 0.017663789447396994, "eta_seconds": 31529.91341038607, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2184496996996997, "fast_rcnn/fg_cls_accuracy": 0.7568187453508555, "iteration": 238579, "loss_box_reg": 0.19139651954174042, "loss_cls": 0.14125435939058661, "loss_mask": 0.22401589155197144, "loss_rpn_cls": 0.026698785135522485, "loss_rpn_loc": 0.0740815894678235, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002245135547714, "mask_rcnn/false_negative": 0.08972943104362055, "mask_rcnn/false_positive": 0.10388510357109859, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0099276914261281, "total_loss": 0.6571810919558629}
{"data_time": 0.016555595211684704, "eta_seconds": 31509.843446407467, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.17723884514435695, "fast_rcnn/fg_cls_accuracy": 0.8060259590838816, "iteration": 238599, "loss_box_reg": 0.20884110033512115, "loss_cls": 0.14627400878816843, "loss_mask": 0.21021906286478043, "loss_rpn_cls": 0.026516714424360543, "loss_rpn_loc": 0.0686050383374095, "lr": 1e-05, "mask_rcnn/accuracy": 0.9181929833789185, "mask_rcnn/false_negative": 0.06666243977049771, "mask_rcnn/false_positive": 0.08935436058882068, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9965546019375324, "total_loss": 0.6573839071206748}
{"data_time": 0.01538756676018238, "eta_seconds": 31503.174152271822, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23014201072133922, "fast_rcnn/fg_cls_accuracy": 0.7305399812518791, "iteration": 238619, "loss_box_reg": 0.1838886933401227, "loss_cls": 0.142998605966568, "loss_mask": 0.2175988983362913, "loss_rpn_cls": 0.022334767098072916, "loss_rpn_loc": 0.05354868737049401, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060893572578004, "mask_rcnn/false_negative": 0.08491828974969373, "mask_rcnn/false_positive": 0.10478716326954163, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9942498179152608, "total_loss": 0.6347729236586019}
{"data_time": 0.014193334616720676, "eta_seconds": 31482.367826998234, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2214626736111111, "fast_rcnn/fg_cls_accuracy": 0.7434834481092183, "iteration": 238639, "loss_box_reg": 0.18014955148100853, "loss_cls": 0.1326354518532753, "loss_mask": 0.20930449105799198, "loss_rpn_cls": 0.021005766466259956, "loss_rpn_loc": 0.06996998528484255, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096793536116736, "mask_rcnn/false_negative": 0.07282315380420379, "mask_rcnn/false_positive": 0.09537315589630832, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0023325332440436, "total_loss": 0.6022402697708458}
{"data_time": 0.015100180171430111, "eta_seconds": 31446.1378518492, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.25482865130099897, "fast_rcnn/fg_cls_accuracy": 0.7259673960719333, "iteration": 238659, "loss_box_reg": 0.19512196257710457, "loss_cls": 0.1515834452584386, "loss_mask": 0.21180537901818752, "loss_rpn_cls": 0.02469348511658609, "loss_rpn_loc": 0.07155683729797602, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092394786985287, "mask_rcnn/false_negative": 0.08537117534433802, "mask_rcnn/false_positive": 0.0954321771838715, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9935253681614995, "total_loss": 0.6827062501106411}
{"data_time": 0.014890156220644712, "eta_seconds": 31442.211745586246, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2563068783068783, "fast_rcnn/fg_cls_accuracy": 0.718515704154002, "iteration": 238679, "loss_box_reg": 0.1947980336844921, "loss_cls": 0.1453129295259714, "loss_mask": 0.21949824132025242, "loss_rpn_cls": 0.024048155872151256, "loss_rpn_loc": 0.07238748495001346, "lr": 1e-05, "mask_rcnn/accuracy": 0.902092692757972, "mask_rcnn/false_negative": 0.08873416959764552, "mask_rcnn/false_positive": 0.1077117984154154, "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": 1.0232993797399104, "total_loss": 0.678478972055018}
{"data_time": 0.015611281618475914, "eta_seconds": 31422.860132763162, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.26069585863659195, "fast_rcnn/fg_cls_accuracy": 0.7143603163799376, "iteration": 238699, "loss_box_reg": 0.1960140224546194, "loss_cls": 0.14681573025882244, "loss_mask": 0.22187023237347603, "loss_rpn_cls": 0.02627573732752353, "loss_rpn_loc": 0.07556547992862761, "lr": 1e-05, "mask_rcnn/accuracy": 0.8962209973275024, "mask_rcnn/false_negative": 0.07972640994837146, "mask_rcnn/false_positive": 0.11513238585417751, "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": 1.001877389382571, "total_loss": 0.6749306580168195}
{"data_time": 0.014923022594302893, "eta_seconds": 31385.934652388096, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23788741302972805, "fast_rcnn/fg_cls_accuracy": 0.7502492522432702, "iteration": 238719, "loss_box_reg": 0.19434123113751411, "loss_cls": 0.14123643282800913, "loss_mask": 0.21684092842042446, "loss_rpn_cls": 0.029303257237188518, "loss_rpn_loc": 0.07303308910923079, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082605431988799, "mask_rcnn/false_negative": 0.08467435272107343, "mask_rcnn/false_positive": 0.0890034489660487, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.972047118935734, "total_loss": 0.672226357186446}
{"data_time": 0.020317063201218843, "eta_seconds": 31365.866919234395, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2250020860567964, "fast_rcnn/fg_cls_accuracy": 0.7521740655024897, "iteration": 238739, "loss_box_reg": 0.20058265700936317, "loss_cls": 0.139503323007375, "loss_mask": 0.21295437775552273, "loss_rpn_cls": 0.02669720712583512, "loss_rpn_loc": 0.07375221000984311, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037670416640062, "mask_rcnn/false_negative": 0.08176364985336929, "mask_rcnn/false_positive": 0.10847706821167635, "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": 1.0028855977579951, "total_loss": 0.6719002330501098}
{"data_time": 0.021471103187650442, "eta_seconds": 31355.50606260076, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24807256235827663, "fast_rcnn/fg_cls_accuracy": 0.7277723197838635, "iteration": 238759, "loss_box_reg": 0.18506410159170628, "loss_cls": 0.14067439548671246, "loss_mask": 0.20549366250634193, "loss_rpn_cls": 0.02272723219357431, "loss_rpn_loc": 0.06996358558535576, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041369941780326, "mask_rcnn/false_negative": 0.08602071020310424, "mask_rcnn/false_positive": 0.0978969347119055, "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": 0.9907710184343159, "total_loss": 0.6374357003951445}
{"data_time": 0.018840246368199587, "eta_seconds": 31341.821542056277, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22667764512144917, "fast_rcnn/fg_cls_accuracy": 0.7624457117343832, "iteration": 238779, "loss_box_reg": 0.1811805535107851, "loss_cls": 0.13945069536566734, "loss_mask": 0.2256989348679781, "loss_rpn_cls": 0.024457431631162763, "loss_rpn_loc": 0.04950141464360058, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002463897500061, "mask_rcnn/false_negative": 0.08556929874403266, "mask_rcnn/false_positive": 0.11639244671345209, "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": 1.008074355777353, "total_loss": 0.5974149798275903}
{"data_time": 0.015186682343482971, "eta_seconds": 31324.323336035013, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27815789473684216, "fast_rcnn/fg_cls_accuracy": 0.708625730994152, "iteration": 238799, "loss_box_reg": 0.20281793363392353, "loss_cls": 0.14872466353699565, "loss_mask": 0.22329534403979778, "loss_rpn_cls": 0.024393712228629738, "loss_rpn_loc": 0.060498673643451184, "lr": 1e-05, "mask_rcnn/accuracy": 0.8922267691798942, "mask_rcnn/false_negative": 0.09341096446303009, "mask_rcnn/false_positive": 0.11328888283591568, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.034727488644421, "total_loss": 0.6603702119318768}
{"data_time": 0.016807873267680407, "eta_seconds": 31303.44798291102, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2567605633802817, "fast_rcnn/fg_cls_accuracy": 0.7344866299244743, "iteration": 238819, "loss_box_reg": 0.2019456410780549, "loss_cls": 0.1424785451963544, "loss_mask": 0.2334787007421255, "loss_rpn_cls": 0.028069629712263122, "loss_rpn_loc": 0.07584938348736614, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002418888240364, "mask_rcnn/false_negative": 0.09243257358294336, "mask_rcnn/false_positive": 0.10844672592583897, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.004562965594232, "total_loss": 0.6756946753012016}
{"data_time": 0.017568180803209543, "eta_seconds": 31283.368798829615, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.261976911976912, "fast_rcnn/fg_cls_accuracy": 0.725542258788332, "iteration": 238839, "loss_box_reg": 0.20020323246717453, "loss_cls": 0.13365986850112677, "loss_mask": 0.214604664593935, "loss_rpn_cls": 0.024114759056828916, "loss_rpn_loc": 0.06979500968009233, "lr": 1e-05, "mask_rcnn/accuracy": 0.8931092760303956, "mask_rcnn/false_negative": 0.08872079993396847, "mask_rcnn/false_positive": 0.10937969839288794, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.000448977574706, "total_loss": 0.6724439173704013}
{"data_time": 0.019087170716375113, "eta_seconds": 31262.232093745843, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23359550561797754, "fast_rcnn/fg_cls_accuracy": 0.7622565844141768, "iteration": 238859, "loss_box_reg": 0.19196444284170866, "loss_cls": 0.14110950054600835, "loss_mask": 0.21336782909929752, "loss_rpn_cls": 0.02222426125081256, "loss_rpn_loc": 0.05486543686129153, "lr": 1e-05, "mask_rcnn/accuracy": 0.9152085318813679, "mask_rcnn/false_negative": 0.07447414550989079, "mask_rcnn/false_positive": 0.08816319249335355, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.994012180250138, "total_loss": 0.6378074767417274}
{"data_time": 0.025413007475435734, "eta_seconds": 31242.153588868678, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.21182375732963138, "fast_rcnn/fg_cls_accuracy": 0.7704285334043119, "iteration": 238879, "loss_box_reg": 0.20968882739543915, "loss_cls": 0.15434344252571464, "loss_mask": 0.22731410712003708, "loss_rpn_cls": 0.023680170124862343, "loss_rpn_loc": 0.0638532037846744, "lr": 1e-05, "mask_rcnn/accuracy": 0.914829289273849, "mask_rcnn/false_negative": 0.07771655877455133, "mask_rcnn/false_positive": 0.09597485837232267, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.083153803832829, "total_loss": 0.691185609146487}
{"data_time": 0.016879696864634752, "eta_seconds": 31224.797828262672, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24337428508892972, "fast_rcnn/fg_cls_accuracy": 0.747681560881609, "iteration": 238899, "loss_box_reg": 0.19643297139555216, "loss_cls": 0.1425400897860527, "loss_mask": 0.22707598470151424, "loss_rpn_cls": 0.02417538496956695, "loss_rpn_loc": 0.07355974361416884, "lr": 1e-05, "mask_rcnn/accuracy": 0.9110716034652291, "mask_rcnn/false_negative": 0.08207668305823226, "mask_rcnn/false_positive": 0.09264168712803383, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0196487088687718, "total_loss": 0.6811551738064736}
{"data_time": 0.015615123324096203, "eta_seconds": 31213.204553872347, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2628942486085343, "fast_rcnn/fg_cls_accuracy": 0.724860853432282, "iteration": 238919, "loss_box_reg": 0.2148103266954422, "loss_cls": 0.15450489055365324, "loss_mask": 0.2322424314916134, "loss_rpn_cls": 0.03116608946584165, "loss_rpn_loc": 0.09095700818579644, "lr": 1e-05, "mask_rcnn/accuracy": 0.8939272930815362, "mask_rcnn/false_negative": 0.09590133731249673, "mask_rcnn/false_positive": 0.12272133256726292, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0290509522892535, "total_loss": 0.7219437386374921}
{"data_time": 0.015550125855952501, "eta_seconds": 31202.697133813053, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24948158388466476, "fast_rcnn/fg_cls_accuracy": 0.7176357076935984, "iteration": 238939, "loss_box_reg": 0.1924751903861761, "loss_cls": 0.1328659993596375, "loss_mask": 0.21697174943983555, "loss_rpn_cls": 0.024880689044948667, "loss_rpn_loc": 0.06392808980308473, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042924740326652, "mask_rcnn/false_negative": 0.09104236975430595, "mask_rcnn/false_positive": 0.104232602222005, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.015380801167339, "total_loss": 0.6334067813586444}
{"data_time": 0.01738768257200718, "eta_seconds": 31193.466455340385, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23980269162476558, "fast_rcnn/fg_cls_accuracy": 0.7557964892518539, "iteration": 238959, "loss_box_reg": 0.2158516515046358, "loss_cls": 0.15903728734701872, "loss_mask": 0.21853766776621342, "loss_rpn_cls": 0.02732976627885364, "loss_rpn_loc": 0.08210051839705557, "lr": 1e-05, "mask_rcnn/accuracy": 0.9130665921060506, "mask_rcnn/false_negative": 0.07954859901145106, "mask_rcnn/false_positive": 0.09395239704600156, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0405020657926798, "total_loss": 0.6860686225118116}
{"data_time": 0.015943202190101147, "eta_seconds": 31180.610793856904, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2240520241802528, "fast_rcnn/fg_cls_accuracy": 0.762740428649936, "iteration": 238979, "loss_box_reg": 0.1978026945143938, "loss_cls": 0.14699930790811777, "loss_mask": 0.22133933939039707, "loss_rpn_cls": 0.023115929099731147, "loss_rpn_loc": 0.06633069925010204, "lr": 1e-05, "mask_rcnn/accuracy": 0.8991488565417831, "mask_rcnn/false_negative": 0.09455606675632279, "mask_rcnn/false_positive": 0.11190944892984062, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0273275612853467, "total_loss": 0.6613555130315945}
{"data_time": 0.01514205802232027, "eta_seconds": 31157.441183924675, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.23553069526627218, "fast_rcnn/fg_cls_accuracy": 0.7483333333333333, "iteration": 238999, "loss_box_reg": 0.1689706789329648, "loss_cls": 0.12190171191468835, "loss_mask": 0.21447441168129444, "loss_rpn_cls": 0.02256823459174484, "loss_rpn_loc": 0.05981490346312057, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100542597991577, "mask_rcnn/false_negative": 0.0838472434066315, "mask_rcnn/false_positive": 0.09286760849690463, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9926253776066005, "total_loss": 0.5604232709156349}
{"data_time": 0.018322228454053402, "eta_seconds": 31140.403687739745, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.20120279071643177, "fast_rcnn/fg_cls_accuracy": 0.7773476095416691, "iteration": 239019, "loss_box_reg": 0.2000191006809473, "loss_cls": 0.14752054493874311, "loss_mask": 0.2129823211580515, "loss_rpn_cls": 0.023236250941408798, "loss_rpn_loc": 0.06304342299699783, "lr": 1e-05, "mask_rcnn/accuracy": 0.9155363989858238, "mask_rcnn/false_negative": 0.08075105654024942, "mask_rcnn/false_positive": 0.09105526511213982, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.035785287618637, "total_loss": 0.6531506299797911}
{"data_time": 0.014852023217827082, "eta_seconds": 31117.238034009933, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26171102069854824, "fast_rcnn/fg_cls_accuracy": 0.7189221967360068, "iteration": 239039, "loss_box_reg": 0.1999343102797866, "loss_cls": 0.13519854750484228, "loss_mask": 0.21804559417068958, "loss_rpn_cls": 0.02396767120808363, "loss_rpn_loc": 0.07650554296560585, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023194903129992, "mask_rcnn/false_negative": 0.08668980054527871, "mask_rcnn/false_positive": 0.10784379185136252, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0088743213564157, "total_loss": 0.6347318396437913}
{"data_time": 0.016354131046682596, "eta_seconds": 31095.097169755027, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22568793911007023, "fast_rcnn/fg_cls_accuracy": 0.7685125883392226, "iteration": 239059, "loss_box_reg": 0.20213120430707932, "loss_cls": 0.15727373119443655, "loss_mask": 0.2268946710973978, "loss_rpn_cls": 0.0255614232737571, "loss_rpn_loc": 0.07697817520238459, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091620857184153, "mask_rcnn/false_negative": 0.07432309147322347, "mask_rcnn/false_positive": 0.10244550285029215, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0182568803429604, "total_loss": 0.6804282511002384}
{"data_time": 0.02541504381224513, "eta_seconds": 31072.873157188296, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22806988408011425, "fast_rcnn/fg_cls_accuracy": 0.7551571345582122, "iteration": 239079, "loss_box_reg": 0.20213818224146962, "loss_cls": 0.15360260289162397, "loss_mask": 0.21511478535830975, "loss_rpn_cls": 0.0235687933745794, "loss_rpn_loc": 0.07276977004949003, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077156813605929, "mask_rcnn/false_negative": 0.08468581107350612, "mask_rcnn/false_positive": 0.10010779534078142, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9971255050040781, "total_loss": 0.6858236342668533}
{"data_time": 0.013267277274280787, "eta_seconds": 31041.962055210024, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.25775627523257855, "fast_rcnn/fg_cls_accuracy": 0.7132232243309541, "iteration": 239099, "loss_box_reg": 0.18624059297144413, "loss_cls": 0.14324591867625713, "loss_mask": 0.20872914977371693, "loss_rpn_cls": 0.023088831978384405, "loss_rpn_loc": 0.0599550191545859, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082632862919506, "mask_rcnn/false_negative": 0.07250814155204503, "mask_rcnn/false_positive": 0.10468421394990336, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 1.0012335749343038, "total_loss": 0.6263668691972271}
{"data_time": 0.012990223709493876, "eta_seconds": 31017.926688864827, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23791379529023804, "fast_rcnn/fg_cls_accuracy": 0.7473118279569892, "iteration": 239119, "loss_box_reg": 0.21632793359458447, "loss_cls": 0.14632821641862392, "loss_mask": 0.2174483072012663, "loss_rpn_cls": 0.027633076097117737, "loss_rpn_loc": 0.07166320364922285, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127727638639132, "mask_rcnn/false_negative": 0.0816861765957192, "mask_rcnn/false_positive": 0.09350649906913192, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.025631955359131, "total_loss": 0.6662655390100554}
{"data_time": 0.016565775498747826, "eta_seconds": 30983.83475820534, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2010699393624658, "fast_rcnn/fg_cls_accuracy": 0.7624676348080603, "iteration": 239139, "loss_box_reg": 0.22192304767668247, "loss_cls": 0.1730438955128193, "loss_mask": 0.22168097458779812, "loss_rpn_cls": 0.025568294862750918, "loss_rpn_loc": 0.06939289323054254, "lr": 1e-05, "mask_rcnn/accuracy": 0.91705103717173, "mask_rcnn/false_negative": 0.07006762774611397, "mask_rcnn/false_positive": 0.09342308317345392, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9804196236655116, "total_loss": 0.7306331261061132}
{"data_time": 0.014078887179493904, "eta_seconds": 30963.24231751263, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.21048486340142752, "fast_rcnn/fg_cls_accuracy": 0.7802459743882337, "iteration": 239159, "loss_box_reg": 0.17942020390182734, "loss_cls": 0.13061800273135304, "loss_mask": 0.20402985159307718, "loss_rpn_cls": 0.01966683252248913, "loss_rpn_loc": 0.057334452867507935, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077675556682601, "mask_rcnn/false_negative": 0.08083182503409625, "mask_rcnn/false_positive": 0.10728981048398664, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9681525565683842, "total_loss": 0.5988899336080067}
{"data_time": 0.019765543285757303, "eta_seconds": 30939.73788185045, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.22668847075291393, "fast_rcnn/fg_cls_accuracy": 0.735230998509687, "iteration": 239179, "loss_box_reg": 0.19331752695143223, "loss_cls": 0.1447555534541607, "loss_mask": 0.22231483832001686, "loss_rpn_cls": 0.030599409015849233, "loss_rpn_loc": 0.0788165838457644, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037326105799763, "mask_rcnn/false_negative": 0.10109906647977213, "mask_rcnn/false_positive": 0.09218983472358017, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9871097784489393, "total_loss": 0.6745554134249687}
{"data_time": 0.01815779320895672, "eta_seconds": 30897.89867810905, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25802842117041513, "fast_rcnn/fg_cls_accuracy": 0.7325994725375531, "iteration": 239199, "loss_box_reg": 0.17381466180086136, "loss_cls": 0.13718327973037958, "loss_mask": 0.20986184664070606, "loss_rpn_cls": 0.024256920209154487, "loss_rpn_loc": 0.04540217202156782, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115343852337192, "mask_rcnn/false_negative": 0.08084990291766538, "mask_rcnn/false_positive": 0.09033074559084073, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9980067973956466, "total_loss": 0.5938549698330462}
{"data_time": 0.0197268920019269, "eta_seconds": 30889.890610948205, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.20566037735849058, "fast_rcnn/fg_cls_accuracy": 0.7391304347826086, "iteration": 239219, "loss_box_reg": 0.18968274630606174, "loss_cls": 0.1369961891323328, "loss_mask": 0.21285059116780758, "loss_rpn_cls": 0.02130894042784348, "loss_rpn_loc": 0.06223674537613988, "lr": 1e-05, "mask_rcnn/accuracy": 0.9173752269156565, "mask_rcnn/false_negative": 0.08175319221035549, "mask_rcnn/false_positive": 0.09277531801992678, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.012836143374443, "total_loss": 0.6332746754633263}
{"data_time": 0.015731843188405037, "eta_seconds": 30836.26392390579, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2618529546495648, "fast_rcnn/fg_cls_accuracy": 0.7331326483868856, "iteration": 239239, "loss_box_reg": 0.20620340760797262, "loss_cls": 0.15432401094585657, "loss_mask": 0.21828728541731834, "loss_rpn_cls": 0.02689147600904107, "loss_rpn_loc": 0.0706358274910599, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025695629084117, "mask_rcnn/false_negative": 0.08502787470077314, "mask_rcnn/false_positive": 0.10417138322578837, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9926004190929234, "total_loss": 0.6752065374748781}
{"data_time": 0.014532468747347593, "eta_seconds": 30832.75850958191, "fast_rcnn/cls_accuracy": 0.960693359375, "fast_rcnn/false_negative": 0.19247721974994703, "fast_rcnn/fg_cls_accuracy": 0.7956521739130435, "iteration": 239259, "loss_box_reg": 0.19054121989756823, "loss_cls": 0.14163113944232464, "loss_mask": 0.21369877643883228, "loss_rpn_cls": 0.025722323334775865, "loss_rpn_loc": 0.05983866844326258, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139653095821927, "mask_rcnn/false_negative": 0.08406570928518922, "mask_rcnn/false_positive": 0.09902410901685571, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 235.875, "rpn/num_pos_anchors": 20.125, "time": 1.0075050396844745, "total_loss": 0.639465733198449}
{"data_time": 0.014775906689465046, "eta_seconds": 30797.2074508667, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25065136865896537, "fast_rcnn/fg_cls_accuracy": 0.7197297297297297, "iteration": 239279, "loss_box_reg": 0.19861773494631052, "loss_cls": 0.14895217213779688, "loss_mask": 0.22914513014256954, "loss_rpn_cls": 0.02415139600634575, "loss_rpn_loc": 0.0645922995172441, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095686721331051, "mask_rcnn/false_negative": 0.08550614957173058, "mask_rcnn/false_positive": 0.09062652865948106, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9820576608181, "total_loss": 0.6526623097597621}
{"data_time": 0.01967114955186844, "eta_seconds": 30777.157185599208, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.20293937538273116, "fast_rcnn/fg_cls_accuracy": 0.787186565447435, "iteration": 239299, "loss_box_reg": 0.19460288248956203, "loss_cls": 0.1406894912943244, "loss_mask": 0.21167999878525734, "loss_rpn_cls": 0.022553443384822458, "loss_rpn_loc": 0.059173674089834094, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094334425188999, "mask_rcnn/false_negative": 0.09126166567948307, "mask_rcnn/false_positive": 0.09330204231507563, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9962011901661754, "total_loss": 0.6516825631260872}
{"data_time": 0.014340003486722708, "eta_seconds": 30735.985876042396, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.19844497607655504, "fast_rcnn/fg_cls_accuracy": 0.7466229149576156, "iteration": 239319, "loss_box_reg": 0.19052016828209162, "loss_cls": 0.1461157826706767, "loss_mask": 0.21313502453267574, "loss_rpn_cls": 0.025448108557611704, "loss_rpn_loc": 0.07168203312903643, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113894458076486, "mask_rcnn/false_negative": 0.08623096554064424, "mask_rcnn/false_positive": 0.09852796073956521, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9956090557388961, "total_loss": 0.6511269476613961}
{"data_time": 0.014625547919422388, "eta_seconds": 30729.767429055646, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24624451754385965, "fast_rcnn/fg_cls_accuracy": 0.7342657342657343, "iteration": 239339, "loss_box_reg": 0.20202304981648922, "loss_cls": 0.1539069046266377, "loss_mask": 0.22532577626407146, "loss_rpn_cls": 0.024929870502091944, "loss_rpn_loc": 0.06431457214057446, "lr": 1e-05, "mask_rcnn/accuracy": 0.889421765403577, "mask_rcnn/false_negative": 0.09454999966378233, "mask_rcnn/false_positive": 0.13023576696773917, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9453339707106352, "total_loss": 0.6766605099910521}
{"data_time": 0.025351194199174643, "eta_seconds": 30693.71528957039, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24166271534692588, "fast_rcnn/fg_cls_accuracy": 0.739252410305042, "iteration": 239359, "loss_box_reg": 0.19380276836454868, "loss_cls": 0.13576028775423765, "loss_mask": 0.2180605698376894, "loss_rpn_cls": 0.023040053725708276, "loss_rpn_loc": 0.0689396511297673, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021459617802913, "mask_rcnn/false_negative": 0.09011872161222115, "mask_rcnn/false_positive": 0.10240397731638737, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.975328135304153, "total_loss": 0.6554819020675495}
{"data_time": 0.015118070412427187, "eta_seconds": 30666.264341976494, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2043195960721734, "fast_rcnn/fg_cls_accuracy": 0.7693562593819396, "iteration": 239379, "loss_box_reg": 0.19583588559180498, "loss_cls": 0.14375452743843198, "loss_mask": 0.21579033322632313, "loss_rpn_cls": 0.025315637176390737, "loss_rpn_loc": 0.07216371624963358, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077225798732198, "mask_rcnn/false_negative": 0.08472739409805749, "mask_rcnn/false_positive": 0.09889385545817822, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.004412630572915, "total_loss": 0.676947563973954}
{"data_time": 0.021426402498036623, "eta_seconds": 30653.645165171474, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1981951871657754, "fast_rcnn/fg_cls_accuracy": 0.7879525869409721, "iteration": 239399, "loss_box_reg": 0.20118934102356434, "loss_cls": 0.14760737493634224, "loss_mask": 0.21248423866927624, "loss_rpn_cls": 0.023309797572437674, "loss_rpn_loc": 0.06706355162896216, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091700880991789, "mask_rcnn/false_negative": 0.0808623697345199, "mask_rcnn/false_positive": 0.10166609288099919, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.018663243856281, "total_loss": 0.6459753308445215}
{"data_time": 0.017082844395190477, "eta_seconds": 30611.24508057721, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2692453951277481, "fast_rcnn/fg_cls_accuracy": 0.7233730158730158, "iteration": 239419, "loss_box_reg": 0.1936099585145712, "loss_cls": 0.13870510132983327, "loss_mask": 0.21936645917594433, "loss_rpn_cls": 0.026744026050437242, "loss_rpn_loc": 0.06677825911901891, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019722824717649, "mask_rcnn/false_negative": 0.08396603088037716, "mask_rcnn/false_positive": 0.10427339012369294, "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": 0.9827042208053172, "total_loss": 0.6497788346605375}
{"data_time": 0.01908632507547736, "eta_seconds": 30591.224645599723, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23404088050314464, "fast_rcnn/fg_cls_accuracy": 0.7416619020392605, "iteration": 239439, "loss_box_reg": 0.22688207775354385, "loss_cls": 0.16434895899146795, "loss_mask": 0.23252691142261028, "loss_rpn_cls": 0.026170751778408885, "loss_rpn_loc": 0.07577887404477224, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042968612315392, "mask_rcnn/false_negative": 0.09132497382576643, "mask_rcnn/false_positive": 0.10582576172922628, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.002879109699279, "total_loss": 0.716473383246921}
{"data_time": 0.018062352668493986, "eta_seconds": 30564.180781971663, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22636773589721773, "fast_rcnn/fg_cls_accuracy": 0.7577893175074184, "iteration": 239459, "loss_box_reg": 0.20618822239339352, "loss_cls": 0.14600127888843417, "loss_mask": 0.22150609083473682, "loss_rpn_cls": 0.02343256981112063, "loss_rpn_loc": 0.061872764490544796, "lr": 1e-05, "mask_rcnn/accuracy": 0.9170800169382822, "mask_rcnn/false_negative": 0.09183754131049261, "mask_rcnn/false_positive": 0.08532644315332505, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9752830392681062, "total_loss": 0.6524261333979666}
{"data_time": 0.019277203362435102, "eta_seconds": 30556.430669035763, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24564813249957748, "fast_rcnn/fg_cls_accuracy": 0.7392658887504249, "iteration": 239479, "loss_box_reg": 0.2281070128083229, "loss_cls": 0.15053427405655384, "loss_mask": 0.22694005724042654, "loss_rpn_cls": 0.02591720159398392, "loss_rpn_loc": 0.0703675530385226, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021501937722821, "mask_rcnn/false_negative": 0.08329972590894874, "mask_rcnn/false_positive": 0.09602321601636794, "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": 1.0244393609464169, "total_loss": 0.7135331705212593}
{"data_time": 0.015018660575151443, "eta_seconds": 30508.542365860194, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.27366018091824545, "fast_rcnn/fg_cls_accuracy": 0.6991341715334982, "iteration": 239499, "loss_box_reg": 0.20051557198166847, "loss_cls": 0.14818436186760664, "loss_mask": 0.20924255065619946, "loss_rpn_cls": 0.02380466286558658, "loss_rpn_loc": 0.06542410189285874, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054070585014931, "mask_rcnn/false_negative": 0.08970261836475624, "mask_rcnn/false_positive": 0.10370280808860764, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9801718913950026, "total_loss": 0.6473149513767567}
{"data_time": 0.01576643716543913, "eta_seconds": 30438.732363134623, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.25828519557682783, "fast_rcnn/fg_cls_accuracy": 0.7224752277049344, "iteration": 239519, "loss_box_reg": 0.18202970921993256, "loss_cls": 0.13013779185712337, "loss_mask": 0.20618846453726292, "loss_rpn_cls": 0.02410177158890292, "loss_rpn_loc": 0.06488138996064663, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061757416519349, "mask_rcnn/false_negative": 0.07542106483148742, "mask_rcnn/false_positive": 0.10363146162835431, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9804269489832222, "total_loss": 0.6451853077742271}
{"data_time": 0.014349172357469797, "eta_seconds": 30378.303459417075, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.18695887445887446, "fast_rcnn/fg_cls_accuracy": 0.7858971066598186, "iteration": 239539, "loss_box_reg": 0.19286103174090385, "loss_cls": 0.15031571593135595, "loss_mask": 0.22912059165537357, "loss_rpn_cls": 0.032176915323361754, "loss_rpn_loc": 0.07482192758470774, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009910039984517, "mask_rcnn/false_negative": 0.08315385627568442, "mask_rcnn/false_positive": 0.10653789423181176, "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": 0.9690196490846574, "total_loss": 0.6898776181915309}
{"data_time": 0.015199005603790283, "eta_seconds": 30405.707771275192, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.22122868791697553, "fast_rcnn/fg_cls_accuracy": 0.7655766253869969, "iteration": 239559, "loss_box_reg": 0.19987758807837963, "loss_cls": 0.14076260849833488, "loss_mask": 0.21742845699191093, "loss_rpn_cls": 0.023153078742325306, "loss_rpn_loc": 0.04845759517047554, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094343743733855, "mask_rcnn/false_negative": 0.08557206705490045, "mask_rcnn/false_positive": 0.09694050569731841, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.036698216572404, "total_loss": 0.6429090186720714}
{"data_time": 0.01386587182059884, "eta_seconds": 30385.730302305892, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2311525294788893, "fast_rcnn/fg_cls_accuracy": 0.7524736875275729, "iteration": 239579, "loss_box_reg": 0.19223559834063053, "loss_cls": 0.13449359498918056, "loss_mask": 0.21446706913411617, "loss_rpn_cls": 0.020457216538488865, "loss_rpn_loc": 0.06172388372942805, "lr": 1e-05, "mask_rcnn/accuracy": 0.9106139917442637, "mask_rcnn/false_negative": 0.09207919270768758, "mask_rcnn/false_positive": 0.08688027883844196, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0007516155019403, "total_loss": 0.6206779902568087}
{"data_time": 0.017011290416121483, "eta_seconds": 30399.77656006813, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24069652383410772, "fast_rcnn/fg_cls_accuracy": 0.7214290148364269, "iteration": 239599, "loss_box_reg": 0.20738460682332516, "loss_cls": 0.15353217534720898, "loss_mask": 0.22539303451776505, "loss_rpn_cls": 0.023324652371229604, "loss_rpn_loc": 0.07233558758161962, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001352634290536, "mask_rcnn/false_negative": 0.08579790532813603, "mask_rcnn/false_positive": 0.10912207077458333, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0481680002994835, "total_loss": 0.6749926488264464}
{"data_time": 0.01410844549536705, "eta_seconds": 30379.776707068086, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.21197916666666666, "fast_rcnn/fg_cls_accuracy": 0.7362808426443204, "iteration": 239619, "loss_box_reg": 0.18810611823573709, "loss_cls": 0.14426163397729397, "loss_mask": 0.2142040692269802, "loss_rpn_cls": 0.024769797222688794, "loss_rpn_loc": 0.05721513577736914, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087524295432459, "mask_rcnn/false_negative": 0.08073522414733955, "mask_rcnn/false_positive": 0.09541028582038338, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0063519957475364, "total_loss": 0.6054837959818542}
{"data_time": 0.016845507081598043, "eta_seconds": 30329.077549651265, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2644133159417002, "fast_rcnn/fg_cls_accuracy": 0.7064213564213564, "iteration": 239639, "loss_box_reg": 0.2116178721189499, "loss_cls": 0.15089418226853013, "loss_mask": 0.2286478066816926, "loss_rpn_cls": 0.02429616532754153, "loss_rpn_loc": 0.07577254110947251, "lr": 1e-05, "mask_rcnn/accuracy": 0.8908271389599156, "mask_rcnn/false_negative": 0.097207617613699, "mask_rcnn/false_positive": 0.10164950965741598, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 0.9801775659434497, "total_loss": 0.6752704981481656}
{"data_time": 0.021370455157011747, "eta_seconds": 30331.219346411526, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24033178360101437, "fast_rcnn/fg_cls_accuracy": 0.7418815159199774, "iteration": 239659, "loss_box_reg": 0.18290115147829056, "loss_cls": 0.13131679501384497, "loss_mask": 0.2108456427231431, "loss_rpn_cls": 0.019876412901794538, "loss_rpn_loc": 0.054227640153840184, "lr": 1e-05, "mask_rcnn/accuracy": 0.9031563215479896, "mask_rcnn/false_negative": 0.08768491424023826, "mask_rcnn/false_positive": 0.09824637968904812, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0031033190898597, "total_loss": 0.6026147103693802}
{"data_time": 0.02447138912975788, "eta_seconds": 30308.171650841832, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23254259939859673, "fast_rcnn/fg_cls_accuracy": 0.7549906484980342, "iteration": 239679, "loss_box_reg": 0.19735096022486687, "loss_cls": 0.14425202319398522, "loss_mask": 0.21958317793905735, "loss_rpn_cls": 0.02330784173682332, "loss_rpn_loc": 0.06724881404079497, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108262903821449, "mask_rcnn/false_negative": 0.08626518185994564, "mask_rcnn/false_positive": 0.09550639463690767, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9974300963804126, "total_loss": 0.6795744084520265}
{"data_time": 0.015512300655245781, "eta_seconds": 30311.75310323015, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22179376550533922, "fast_rcnn/fg_cls_accuracy": 0.7411037631868997, "iteration": 239699, "loss_box_reg": 0.21372441668063402, "loss_cls": 0.16011554328724742, "loss_mask": 0.23499371856451035, "loss_rpn_cls": 0.02692783554084599, "loss_rpn_loc": 0.06729450263082981, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112333900642597, "mask_rcnn/false_negative": 0.09406704858382833, "mask_rcnn/false_positive": 0.08066159649218069, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0375082711689174, "total_loss": 0.7069712925440399}
{"data_time": 0.018364577554166317, "eta_seconds": 30281.979290712625, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2603790613718412, "fast_rcnn/fg_cls_accuracy": 0.726066721760689, "iteration": 239719, "loss_box_reg": 0.19098816253244877, "loss_cls": 0.14026272390037775, "loss_mask": 0.2047613002359867, "loss_rpn_cls": 0.02031668380368501, "loss_rpn_loc": 0.0551163274794817, "lr": 1e-05, "mask_rcnn/accuracy": 0.9122202967388373, "mask_rcnn/false_negative": 0.08457039149931085, "mask_rcnn/false_positive": 0.0926382139932843, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9753219801932573, "total_loss": 0.6194686930975877}
{"data_time": 0.017514589242637157, "eta_seconds": 30248.195057865232, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23648809929755166, "fast_rcnn/fg_cls_accuracy": 0.748925867830594, "iteration": 239739, "loss_box_reg": 0.21103859785944223, "loss_cls": 0.1574242878705263, "loss_mask": 0.22022249549627304, "loss_rpn_cls": 0.02569730387767777, "loss_rpn_loc": 0.07410982623696327, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077227490044416, "mask_rcnn/false_negative": 0.0857119647180227, "mask_rcnn/false_positive": 0.11761626781671473, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9919741246849298, "total_loss": 0.6883305117371492}
{"data_time": 0.016755323391407728, "eta_seconds": 30236.17139674723, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22534227766662746, "fast_rcnn/fg_cls_accuracy": 0.7643959193997134, "iteration": 239759, "loss_box_reg": 0.1930697886273265, "loss_cls": 0.1421393183991313, "loss_mask": 0.2073452603071928, "loss_rpn_cls": 0.024857200391124934, "loss_rpn_loc": 0.0724955431651324, "lr": 1e-05, "mask_rcnn/accuracy": 0.906947149447292, "mask_rcnn/false_negative": 0.08787825723619541, "mask_rcnn/false_positive": 0.09866811354373889, "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": 1.0041892910376191, "total_loss": 0.6274767710710876}
{"data_time": 0.0181942000053823, "eta_seconds": 30228.46394414082, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23510282859737902, "fast_rcnn/fg_cls_accuracy": 0.7445666277410147, "iteration": 239779, "loss_box_reg": 0.20579297561198473, "loss_cls": 0.14509477466344833, "loss_mask": 0.22625793889164925, "loss_rpn_cls": 0.020491906674578786, "loss_rpn_loc": 0.05382077256217599, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064867018235866, "mask_rcnn/false_negative": 0.08346904924359992, "mask_rcnn/false_positive": 0.100498211282157, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.034804619383067, "total_loss": 0.6522824759595096}
{"data_time": 0.013644164893776178, "eta_seconds": 30201.974061410874, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.23440188006881296, "fast_rcnn/fg_cls_accuracy": 0.7588349150849151, "iteration": 239799, "loss_box_reg": 0.1923890206962824, "loss_cls": 0.1404716819524765, "loss_mask": 0.21153834089636803, "loss_rpn_cls": 0.023359332350082695, "loss_rpn_loc": 0.05116681114304811, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024439561960071, "mask_rcnn/false_negative": 0.09002294779358477, "mask_rcnn/false_positive": 0.10348180178067742, "roi_head/num_bg_samples": 428.625, "roi_head/num_fg_samples": 83.375, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 1.0181346544995904, "total_loss": 0.6223131102742627}
{"data_time": 0.02524102944880724, "eta_seconds": 30191.706556286663, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23951346244685878, "fast_rcnn/fg_cls_accuracy": 0.7458221129454006, "iteration": 239819, "loss_box_reg": 0.1921219606883824, "loss_cls": 0.1425359002314508, "loss_mask": 0.21562748402357101, "loss_rpn_cls": 0.020744150242535397, "loss_rpn_loc": 0.06212746602250263, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983185976253856, "mask_rcnn/false_negative": 0.08381913050019357, "mask_rcnn/false_positive": 0.10097153018101851, "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": 1.0037346337921917, "total_loss": 0.656161286518909}
{"data_time": 0.01619101967662573, "eta_seconds": 30156.181525327265, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.21818942189421894, "fast_rcnn/fg_cls_accuracy": 0.7498634998634999, "iteration": 239839, "loss_box_reg": 0.2006162265315652, "loss_cls": 0.14617992378771305, "loss_mask": 0.2184462333098054, "loss_rpn_cls": 0.019877218874171376, "loss_rpn_loc": 0.06648197257891297, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013794326852362, "mask_rcnn/false_negative": 0.09160378556299983, "mask_rcnn/false_positive": 0.10560224938652027, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9849426564760506, "total_loss": 0.6663354111369699}
{"data_time": 0.01675034873187542, "eta_seconds": 30128.241871912032, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.23247211143864516, "fast_rcnn/fg_cls_accuracy": 0.7571428571428571, "iteration": 239859, "loss_box_reg": 0.1699987854808569, "loss_cls": 0.12986469082534313, "loss_mask": 0.21007322054356337, "loss_rpn_cls": 0.021649341739248484, "loss_rpn_loc": 0.06253123434726149, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127778840183434, "mask_rcnn/false_negative": 0.08391294726916707, "mask_rcnn/false_positive": 0.10281289824597585, "roi_head/num_bg_samples": 453.125, "roi_head/num_fg_samples": 58.875, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9811894046142697, "total_loss": 0.6191207968222443}
{"data_time": 0.015198652632534504, "eta_seconds": 30116.186589617282, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2717046303211352, "fast_rcnn/fg_cls_accuracy": 0.7138139469753548, "iteration": 239879, "loss_box_reg": 0.208840808365494, "loss_cls": 0.15024587651714683, "loss_mask": 0.21192451193928719, "loss_rpn_cls": 0.025603946764022112, "loss_rpn_loc": 0.06081044441089034, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071316387888522, "mask_rcnn/false_negative": 0.08825087860604769, "mask_rcnn/false_positive": 0.09729877572946685, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0202513886615634, "total_loss": 0.6728899374138564}
{"data_time": 0.022662285715341568, "eta_seconds": 30088.2574765943, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.22575757575757577, "fast_rcnn/fg_cls_accuracy": 0.7524321771527522, "iteration": 239899, "loss_box_reg": 0.19840465672314167, "loss_cls": 0.14079118706285954, "loss_mask": 0.21989468298852444, "loss_rpn_cls": 0.020870680891675875, "loss_rpn_loc": 0.0626679330598563, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035787662678291, "mask_rcnn/false_negative": 0.08405119548077147, "mask_rcnn/false_positive": 0.09848639323483596, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.004207853693515, "total_loss": 0.6648214869201183}
{"data_time": 0.015103734564036131, "eta_seconds": 30061.979680657387, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2674170976574384, "fast_rcnn/fg_cls_accuracy": 0.6969073551163103, "iteration": 239919, "loss_box_reg": 0.19964175950735807, "loss_cls": 0.1606014957651496, "loss_mask": 0.2160281129181385, "loss_rpn_cls": 0.02940597548149526, "loss_rpn_loc": 0.07517107529565692, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069748841088039, "mask_rcnn/false_negative": 0.07768773562271733, "mask_rcnn/false_positive": 0.09951090897323064, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.02717577945441, "total_loss": 0.68980077741071}
{"data_time": 0.01565471664071083, "eta_seconds": 30041.991662252694, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.1879656727601759, "fast_rcnn/fg_cls_accuracy": 0.7760086793338026, "iteration": 239939, "loss_box_reg": 0.1832440374419093, "loss_cls": 0.13759065698832273, "loss_mask": 0.20482257939875126, "loss_rpn_cls": 0.022097774635767564, "loss_rpn_loc": 0.05783440708182752, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094404165364666, "mask_rcnn/false_negative": 0.06957848488198012, "mask_rcnn/false_positive": 0.10668319148530285, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0122851063497365, "total_loss": 0.5900588764343411}
{"data_time": 0.013600252103060484, "eta_seconds": 30013.302524816245, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.1880580357142857, "fast_rcnn/fg_cls_accuracy": 0.7861941806425541, "iteration": 239959, "loss_box_reg": 0.19773618876934052, "loss_cls": 0.14648468792438507, "loss_mask": 0.22634650953114033, "loss_rpn_cls": 0.020562160992994905, "loss_rpn_loc": 0.05477123730815947, "lr": 1e-05, "mask_rcnn/accuracy": 0.909834549454207, "mask_rcnn/false_negative": 0.08405920359360375, "mask_rcnn/false_positive": 0.09985819195812873, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9979351605288684, "total_loss": 0.6506553954677656}
{"data_time": 0.018052338156849146, "eta_seconds": 29968.895072601736, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.21302850698277104, "fast_rcnn/fg_cls_accuracy": 0.7720461198829005, "iteration": 239979, "loss_box_reg": 0.198035410605371, "loss_cls": 0.14188166335225105, "loss_mask": 0.21134940907359123, "loss_rpn_cls": 0.02058958838460967, "loss_rpn_loc": 0.058438294334337115, "lr": 1e-05, "mask_rcnn/accuracy": 0.9181729158397518, "mask_rcnn/false_negative": 0.07436612413541632, "mask_rcnn/false_positive": 0.08842736700099121, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9895324087701738, "total_loss": 0.625226711621508}
{"bbox/AP": 46.28438274934895, "bbox/AP-airplane": 68.92681647242873, "bbox/AP-apple": 22.424919724183706, "bbox/AP-backpack": 20.7268278702478, "bbox/AP-banana": 28.69274600551137, "bbox/AP-baseball bat": 40.025312505486795, "bbox/AP-baseball glove": 42.433908815536, "bbox/AP-bear": 75.9675198639614, "bbox/AP-bed": 45.42452939259071, "bbox/AP-bench": 29.02534300454722, "bbox/AP-bicycle": 35.87391756440489, "bbox/AP-bird": 39.87964126189988, "bbox/AP-boat": 31.248755143749847, "bbox/AP-book": 19.074269319080294, "bbox/AP-bottle": 42.88527683479237, "bbox/AP-bowl": 45.87780212749685, "bbox/AP-broccoli": 27.054251260528183, "bbox/AP-bus": 69.33152614937362, "bbox/AP-cake": 42.363440112390535, "bbox/AP-car": 48.92100969348222, "bbox/AP-carrot": 25.762948052276187, "bbox/AP-cat": 70.76321846445332, "bbox/AP-cell phone": 39.76780989562692, "bbox/AP-chair": 32.89042782580847, "bbox/AP-clock": 53.55548804631515, "bbox/AP-couch": 46.49044813876439, "bbox/AP-cow": 63.066399174537544, "bbox/AP-cup": 46.81135101663262, "bbox/AP-dining table": 31.00790794896727, "bbox/AP-dog": 69.02322111969563, "bbox/AP-donut": 53.42890497514779, "bbox/AP-elephant": 67.03434952469823, "bbox/AP-fire hydrant": 72.9172222301145, "bbox/AP-fork": 42.290318649876724, "bbox/AP-frisbee": 71.03385615777326, "bbox/AP-giraffe": 68.8629289931736, "bbox/AP-hair drier": 7.920792079207921, "bbox/AP-handbag": 20.43203788704228, "bbox/AP-horse": 62.76458800585177, "bbox/AP-hot dog": 37.21000748964334, "bbox/AP-keyboard": 52.214418916474195, "bbox/AP-kite": 47.12501408358861, "bbox/AP-knife": 25.577800096489124, "bbox/AP-laptop": 62.58705984360455, "bbox/AP-microwave": 60.09927871100735, "bbox/AP-motorcycle": 47.59337783411806, "bbox/AP-mouse": 65.0763935717754, "bbox/AP-orange": 32.704877138504685, "bbox/AP-oven": 38.89185898689253, "bbox/AP-parking meter": 47.82742772912584, "bbox/AP-person": 57.74110605710645, "bbox/AP-pizza": 54.828714003607985, "bbox/AP-potted plant": 31.563372703205, "bbox/AP-refrigerator": 59.66643159677517, "bbox/AP-remote": 40.782233852164566, "bbox/AP-sandwich": 40.38683665316845, "bbox/AP-scissors": 36.58050892982118, "bbox/AP-sheep": 56.78895019897047, "bbox/AP-sink": 41.0151665041639, "bbox/AP-skateboard": 57.51794793797471, "bbox/AP-skis": 31.00765147054294, "bbox/AP-snowboard": 43.525843566906744, "bbox/AP-spoon": 24.58496392594674, "bbox/AP-sports ball": 52.14235702588949, "bbox/AP-stop sign": 70.98117911604925, "bbox/AP-suitcase": 44.01934265142056, "bbox/AP-surfboard": 44.65198143589429, "bbox/AP-teddy bear": 51.73936912037805, "bbox/AP-tennis racket": 53.072363259026034, "bbox/AP-tie": 39.133545796670624, "bbox/AP-toaster": 43.61367803447011, "bbox/AP-toilet": 63.262027904696836, "bbox/AP-toothbrush": 32.85461587361087, "bbox/AP-traffic light": 30.60988720985816, "bbox/AP-train": 67.01953802977565, "bbox/AP-truck": 41.564472876430216, "bbox/AP-tv": 59.32154870794043, "bbox/AP-umbrella": 44.65220200195411, "bbox/AP-vase": 42.0753826911985, "bbox/AP-wine glass": 40.31286153145141, "bbox/AP-zebra": 66.84499357196721, "bbox/AP50": 68.05519835529812, "bbox/AP75": 50.89192104059768, "bbox/APl": 58.49818802211981, "bbox/APm": 49.53473894308873, "bbox/APs": 30.328389934565603, "data_time": 0.016031221486628056, "eta_seconds": 29965.05344286561, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23475430941992703, "fast_rcnn/fg_cls_accuracy": 0.7579256498561118, "iteration": 239999, "loss_box_reg": 0.18622171692550182, "loss_cls": 0.1425888384692371, "loss_mask": 0.20837375335395336, "loss_rpn_cls": 0.022501271349028684, "loss_rpn_loc": 0.05252816912252456, "lr": 1e-05, "mask_rcnn/accuracy": 0.9158938561979832, "mask_rcnn/false_negative": 0.07694674753566659, "mask_rcnn/false_positive": 0.09070741593648439, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "segm/AP": 42.13645888928657, "segm/AP-airplane": 56.37065944394216, "segm/AP-apple": 22.093810391713763, "segm/AP-backpack": 20.398743874837514, "segm/AP-banana": 23.661613569520757, "segm/AP-baseball bat": 30.96331276688241, "segm/AP-baseball glove": 46.50197515907546, "segm/AP-bear": 74.74619707172805, "segm/AP-bed": 34.84504426749556, "segm/AP-bench": 22.03211543312387, "segm/AP-bicycle": 22.271221079645894, "segm/AP-bird": 34.79649798037762, "segm/AP-boat": 27.574275141354953, "segm/AP-book": 13.348109670349073, "segm/AP-bottle": 41.664588214570756, "segm/AP-bowl": 43.55598775640692, "segm/AP-broccoli": 25.292740751195076, "segm/AP-bus": 67.03225205534908, "segm/AP-cake": 44.16027163260418, "segm/AP-car": 46.010250009688576, "segm/AP-carrot": 22.012517030452848, "segm/AP-cat": 70.41649475305589, "segm/AP-cell phone": 38.62238892163583, "segm/AP-chair": 23.660001657688273, "segm/AP-clock": 53.826477322848554, "segm/AP-couch": 39.818278575913865, "segm/AP-cow": 55.29624319635773, "segm/AP-cup": 47.19330154082517, "segm/AP-dining table": 18.923530393116526, "segm/AP-dog": 65.30487743684338, "segm/AP-donut": 52.89499729828498, "segm/AP-elephant": 61.511361697407466, "segm/AP-fire hydrant": 68.71014455220674, "segm/AP-fork": 22.03626866648991, "segm/AP-frisbee": 69.00027294112957, "segm/AP-giraffe": 55.14954587675015, "segm/AP-hair drier": 8.392993145468393, "segm/AP-handbag": 19.794534090700843, "segm/AP-horse": 46.035577210269274, "segm/AP-hot dog": 29.79191565396193, "segm/AP-keyboard": 50.97269746161547, "segm/AP-kite": 36.104162274871776, "segm/AP-knife": 17.839230306736717, "segm/AP-laptop": 63.75689975520255, "segm/AP-microwave": 62.73284490033656, "segm/AP-motorcycle": 38.04933487472436, "segm/AP-mouse": 63.55252831502509, "segm/AP-orange": 32.525671569151235, "segm/AP-oven": 36.684511342923486, "segm/AP-parking meter": 47.92498924779928, "segm/AP-person": 50.852673051751715, "segm/AP-pizza": 53.84047314158481, "segm/AP-potted plant": 27.32705091360822, "segm/AP-refrigerator": 62.32301853888437, "segm/AP-remote": 38.093004857910906, "segm/AP-sandwich": 41.959869571981216, "segm/AP-scissors": 25.501714351044203, "segm/AP-sheep": 50.9195186942509, "segm/AP-sink": 39.20914909468827, "segm/AP-skateboard": 38.50942435289732, "segm/AP-skis": 6.105103965441729, "segm/AP-snowboard": 28.935439437462367, "segm/AP-spoon": 16.498051836066015, "segm/AP-sports ball": 52.38679052024274, "segm/AP-stop sign": 69.17640308158303, "segm/AP-suitcase": 45.83473756419467, "segm/AP-surfboard": 38.716655851247985, "segm/AP-teddy bear": 50.94099358917396, "segm/AP-tennis racket": 59.63941406426019, "segm/AP-tie": 36.43548768424145, "segm/AP-toaster": 48.549138247158055, "segm/AP-toilet": 61.8886844107815, "segm/AP-toothbrush": 23.75995951990249, "segm/AP-traffic light": 29.799314116688606, "segm/AP-train": 65.31831285049955, "segm/AP-truck": 40.79636136897614, "segm/AP-tv": 61.84094034221462, "segm/AP-umbrella": 51.61767744525737, "segm/AP-vase": 42.05101662559332, "segm/AP-wine glass": 36.8199937963171, "segm/AP-zebra": 59.41607997736459, "segm/AP50": 65.26580724520741, "segm/AP75": 45.478376011426796, "segm/APl": 58.5692603983115, "segm/APm": 44.933801614753364, "segm/APs": 23.58240238296204, "time": 1.0125983553007245, "total_loss": 0.6037476878263988}
{"data_time": 0.014233754482120275, "eta_seconds": 29905.56617814116, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2016540404040404, "fast_rcnn/fg_cls_accuracy": 0.7730769230769231, "iteration": 240019, "loss_box_reg": 0.1735335448756814, "loss_cls": 0.1340387063100934, "loss_mask": 0.2082886788994074, "loss_rpn_cls": 0.02288205677177757, "loss_rpn_loc": 0.07140188419725746, "lr": 1e-05, "mask_rcnn/accuracy": 0.9141230688709008, "mask_rcnn/false_negative": 0.08028730385414709, "mask_rcnn/false_positive": 0.09403119812378802, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.9668065151199698, "total_loss": 0.6167804705910385}
{"data_time": 0.016502545680850744, "eta_seconds": 29902.13510138914, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20727752271173194, "fast_rcnn/fg_cls_accuracy": 0.7771417407443587, "iteration": 240039, "loss_box_reg": 0.20046778675168753, "loss_cls": 0.1447877511382103, "loss_mask": 0.21970430109649897, "loss_rpn_cls": 0.023714239010587335, "loss_rpn_loc": 0.060116434236988425, "lr": 1e-05, "mask_rcnn/accuracy": 0.9130899412045129, "mask_rcnn/false_negative": 0.082185394706139, "mask_rcnn/false_positive": 0.10098512387677644, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.0183285367675126, "total_loss": 0.642975667869905}
{"data_time": 0.014204446226358414, "eta_seconds": 29865.66548944451, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2640597644914502, "fast_rcnn/fg_cls_accuracy": 0.7200101974599054, "iteration": 240059, "loss_box_reg": 0.19458571821451187, "loss_cls": 0.15258784033358097, "loss_mask": 0.21575534529983997, "loss_rpn_cls": 0.03130316990427673, "loss_rpn_loc": 0.07550163473933935, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067335604950153, "mask_rcnn/false_negative": 0.08475997337498263, "mask_rcnn/false_positive": 0.0968614252039256, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9983131219632924, "total_loss": 0.6774187801638618}
{"data_time": 0.016846476588398218, "eta_seconds": 29840.63642501831, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.25757238100544133, "fast_rcnn/fg_cls_accuracy": 0.7058531746031746, "iteration": 240079, "loss_box_reg": 0.20266909897327423, "loss_cls": 0.14290848094969988, "loss_mask": 0.2214367389678955, "loss_rpn_cls": 0.02602106297854334, "loss_rpn_loc": 0.08410146762616932, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034342836160438, "mask_rcnn/false_negative": 0.07925184380892453, "mask_rcnn/false_positive": 0.107120375717417, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9847861179150641, "total_loss": 0.6854578790953383}
{"data_time": 0.015334422700107098, "eta_seconds": 29820.689475536346, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22458628841607564, "fast_rcnn/fg_cls_accuracy": 0.7264701833699203, "iteration": 240099, "loss_box_reg": 0.20174659974873066, "loss_cls": 0.14978267718106508, "loss_mask": 0.20967415906488895, "loss_rpn_cls": 0.027875344341737218, "loss_rpn_loc": 0.06326321419328451, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056736751293484, "mask_rcnn/false_negative": 0.07915930930236592, "mask_rcnn/false_positive": 0.09574796335014804, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.032622947357595, "total_loss": 0.6671029757126234}
{"data_time": 0.015187338460236788, "eta_seconds": 29767.716004494578, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24842055277211916, "fast_rcnn/fg_cls_accuracy": 0.7312698412698413, "iteration": 240119, "loss_box_reg": 0.1896210014820099, "loss_cls": 0.1390097439289093, "loss_mask": 0.21634505689144135, "loss_rpn_cls": 0.02424795733531937, "loss_rpn_loc": 0.05875037459190935, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090788173213104, "mask_rcnn/false_negative": 0.0787641847823138, "mask_rcnn/false_positive": 0.10029537146240987, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9884065901860595, "total_loss": 0.6259908541105688}
{"data_time": 0.015258353669196367, "eta_seconds": 29761.959202867, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.21488041388669005, "fast_rcnn/fg_cls_accuracy": 0.7511319738184485, "iteration": 240139, "loss_box_reg": 0.19330025278031826, "loss_cls": 0.1468187039718032, "loss_mask": 0.2236283291131258, "loss_rpn_cls": 0.025063447188585997, "loss_rpn_loc": 0.06381646113004535, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034115301223631, "mask_rcnn/false_negative": 0.08742478692127537, "mask_rcnn/false_positive": 0.11037087173816088, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9932147692888975, "total_loss": 0.6475787007948384}
{"data_time": 0.012881341390311718, "eta_seconds": 29765.913767702878, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.22858156028368792, "fast_rcnn/fg_cls_accuracy": 0.7564841498559078, "iteration": 240159, "loss_box_reg": 0.18271245621144772, "loss_cls": 0.1311878003180027, "loss_mask": 0.21567637659609318, "loss_rpn_cls": 0.02176069951383397, "loss_rpn_loc": 0.055558231426402926, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008851697218582, "mask_rcnn/false_negative": 0.08711894419347299, "mask_rcnn/false_positive": 0.10460802831711524, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0046983622014523, "total_loss": 0.6145284689846449}
{"data_time": 0.01671962859109044, "eta_seconds": 29764.834926668555, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.22605028319954362, "fast_rcnn/fg_cls_accuracy": 0.7390821514583891, "iteration": 240179, "loss_box_reg": 0.19667001254856586, "loss_cls": 0.1368545899167657, "loss_mask": 0.21982106752693653, "loss_rpn_cls": 0.024928572354838252, "loss_rpn_loc": 0.07527457433752716, "lr": 1e-05, "mask_rcnn/accuracy": 0.9093785538482749, "mask_rcnn/false_negative": 0.09632991195067919, "mask_rcnn/false_positive": 0.08968156389332463, "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": 1.0147812883369625, "total_loss": 0.6559316298225895}
{"data_time": 0.014750043861567974, "eta_seconds": 29734.708015061915, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25727036540395576, "fast_rcnn/fg_cls_accuracy": 0.732483576821257, "iteration": 240199, "loss_box_reg": 0.204697722569108, "loss_cls": 0.1499403235502541, "loss_mask": 0.22101912833750248, "loss_rpn_cls": 0.022613777866354212, "loss_rpn_loc": 0.06828983966261148, "lr": 1e-05, "mask_rcnn/accuracy": 0.909750313239158, "mask_rcnn/false_negative": 0.08276363165474798, "mask_rcnn/false_positive": 0.09606008120512055, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9895000820979476, "total_loss": 0.6589958592667244}
{"data_time": 0.01495081651955843, "eta_seconds": 29701.00777864456, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2078208269138484, "fast_rcnn/fg_cls_accuracy": 0.7727691763695603, "iteration": 240219, "loss_box_reg": 0.17703239829279482, "loss_cls": 0.13162250397726893, "loss_mask": 0.20702053792774677, "loss_rpn_cls": 0.023384762462228537, "loss_rpn_loc": 0.06329724029637873, "lr": 1e-05, "mask_rcnn/accuracy": 0.9155964468382177, "mask_rcnn/false_negative": 0.07911265593451117, "mask_rcnn/false_positive": 0.08868523570576137, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9950652508996427, "total_loss": 0.5930822277441621}
{"data_time": 0.022562140598893166, "eta_seconds": 29681.060829162598, "fast_rcnn/cls_accuracy": 0.963134765625, "fast_rcnn/false_negative": 0.24520399119421332, "fast_rcnn/fg_cls_accuracy": 0.7330690937561166, "iteration": 240239, "loss_box_reg": 0.18539767060428858, "loss_cls": 0.13731285277754068, "loss_mask": 0.21199512854218483, "loss_rpn_cls": 0.023021197703201324, "loss_rpn_loc": 0.06210988399107009, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095202666145057, "mask_rcnn/false_negative": 0.08887111660513924, "mask_rcnn/false_positive": 0.09797119961722917, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9992232886143029, "total_loss": 0.6591142528341152}
{"data_time": 0.014503256417810917, "eta_seconds": 29626.577243674546, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.19094536676683582, "fast_rcnn/fg_cls_accuracy": 0.7669683257918551, "iteration": 240259, "loss_box_reg": 0.19444390945136547, "loss_cls": 0.13747989712283015, "loss_mask": 0.20285075344145298, "loss_rpn_cls": 0.02128856920171529, "loss_rpn_loc": 0.06440551183186471, "lr": 1e-05, "mask_rcnn/accuracy": 0.9195012184844911, "mask_rcnn/false_negative": 0.07174852786155905, "mask_rcnn/false_positive": 0.09830635964642076, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9724955218844116, "total_loss": 0.6390863000415266}
{"data_time": 0.023216361179947853, "eta_seconds": 29606.653519906104, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.22583972739284636, "fast_rcnn/fg_cls_accuracy": 0.7622294727947045, "iteration": 240279, "loss_box_reg": 0.19906880520284176, "loss_cls": 0.1362951695919037, "loss_mask": 0.21298230066895485, "loss_rpn_cls": 0.02375682257115841, "loss_rpn_loc": 0.07137308409437537, "lr": 1e-05, "mask_rcnn/accuracy": 0.905335358087483, "mask_rcnn/false_negative": 0.08494688755158013, "mask_rcnn/false_positive": 0.1037509774617227, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9881368954665959, "total_loss": 0.6338308298727497}
{"data_time": 0.014577998779714108, "eta_seconds": 29602.48453868553, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2809894385769872, "fast_rcnn/fg_cls_accuracy": 0.7112284602556976, "iteration": 240299, "loss_box_reg": 0.18770331609994173, "loss_cls": 0.14106687530875206, "loss_mask": 0.20965770818293095, "loss_rpn_cls": 0.019727750186575577, "loss_rpn_loc": 0.045033584581688046, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102579182543906, "mask_rcnn/false_negative": 0.0855571405015017, "mask_rcnn/false_positive": 0.0851050792679724, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.007400970440358, "total_loss": 0.6238457181025296}
{"data_time": 0.01355275372043252, "eta_seconds": 29613.99009935558, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25311374549819926, "fast_rcnn/fg_cls_accuracy": 0.7417331932773109, "iteration": 240319, "loss_box_reg": 0.19243211392313242, "loss_cls": 0.14063961058855057, "loss_mask": 0.2133965278044343, "loss_rpn_cls": 0.027409139031078666, "loss_rpn_loc": 0.06835315749049187, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934640680633064, "mask_rcnn/false_negative": 0.08678760200108704, "mask_rcnn/false_positive": 0.11824718404787976, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0054051484912634, "total_loss": 0.6246690670377575}
{"data_time": 0.016684031579643488, "eta_seconds": 29618.677166178823, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21330499224449934, "fast_rcnn/fg_cls_accuracy": 0.755718448161149, "iteration": 240339, "loss_box_reg": 0.20909673534333706, "loss_cls": 0.14659720286726952, "loss_mask": 0.21437864936888218, "loss_rpn_cls": 0.025127694243565202, "loss_rpn_loc": 0.062078887363895774, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055794378055892, "mask_rcnn/false_negative": 0.0763214569879078, "mask_rcnn/false_positive": 0.09165692322157223, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9982866058126092, "total_loss": 0.677706413436681}
{"data_time": 0.016329915262758732, "eta_seconds": 29605.472801551223, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.23629722159133926, "fast_rcnn/fg_cls_accuracy": 0.7367379679144386, "iteration": 240359, "loss_box_reg": 0.19004539400339127, "loss_cls": 0.13924178783781826, "loss_mask": 0.21198477037250996, "loss_rpn_cls": 0.02740455948514864, "loss_rpn_loc": 0.06302307534497231, "lr": 1e-05, "mask_rcnn/accuracy": 0.9104331389220047, "mask_rcnn/false_negative": 0.07839744320689859, "mask_rcnn/false_positive": 0.09543617508080757, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9354526815004647, "total_loss": 0.6295898260286776}
{"data_time": 0.01576852984726429, "eta_seconds": 29602.25525734946, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.18953450783901732, "fast_rcnn/fg_cls_accuracy": 0.8065300804456186, "iteration": 240379, "loss_box_reg": 0.180137918330729, "loss_cls": 0.13182400492951274, "loss_mask": 0.21155838295817375, "loss_rpn_cls": 0.019986606464954093, "loss_rpn_loc": 0.060582609148696065, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091998616166723, "mask_rcnn/false_negative": 0.08733828764466095, "mask_rcnn/false_positive": 0.08891912769170798, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0239119133912027, "total_loss": 0.6393176178680733}
{"data_time": 0.01812240667641163, "eta_seconds": 29573.693566396832, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22228116710875334, "fast_rcnn/fg_cls_accuracy": 0.7608268446421951, "iteration": 240399, "loss_box_reg": 0.18121197819709778, "loss_cls": 0.12631247751414776, "loss_mask": 0.2138483077287674, "loss_rpn_cls": 0.025606287643313408, "loss_rpn_loc": 0.06016601319424808, "lr": 1e-05, "mask_rcnn/accuracy": 0.9126846450198792, "mask_rcnn/false_negative": 0.07918615746757637, "mask_rcnn/false_positive": 0.10887223128899247, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0022023804485798, "total_loss": 0.5982276648283005}
{"data_time": 0.019539834931492805, "eta_seconds": 29538.788623586297, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.20874744332094602, "fast_rcnn/fg_cls_accuracy": 0.7674833994627834, "iteration": 240419, "loss_box_reg": 0.17767333332449198, "loss_cls": 0.13049198780208826, "loss_mask": 0.2066238820552826, "loss_rpn_cls": 0.02569371956633404, "loss_rpn_loc": 0.05669340235181153, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077784220272136, "mask_rcnn/false_negative": 0.07563236740228782, "mask_rcnn/false_positive": 0.09881938076518168, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9840062707662582, "total_loss": 0.6040917924838141}
{"data_time": 0.016635516192764044, "eta_seconds": 29500.21225269884, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23941166046429205, "fast_rcnn/fg_cls_accuracy": 0.7337409179514442, "iteration": 240439, "loss_box_reg": 0.18722362630069256, "loss_cls": 0.1297495076432824, "loss_mask": 0.21141880378127098, "loss_rpn_cls": 0.022671397193334997, "loss_rpn_loc": 0.055093299597501755, "lr": 1e-05, "mask_rcnn/accuracy": 0.9135397179705216, "mask_rcnn/false_negative": 0.07931539160208315, "mask_rcnn/false_positive": 0.09839244796847606, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9758029491640627, "total_loss": 0.595246005745139}
{"data_time": 0.018801682628691196, "eta_seconds": 29498.844352290034, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22602890182480034, "fast_rcnn/fg_cls_accuracy": 0.772692325796683, "iteration": 240459, "loss_box_reg": 0.20172175765037537, "loss_cls": 0.14073102455586195, "loss_mask": 0.22172451205551624, "loss_rpn_cls": 0.02029310306534171, "loss_rpn_loc": 0.05863306927494705, "lr": 1e-05, "mask_rcnn/accuracy": 0.9167726883890863, "mask_rcnn/false_negative": 0.07954922385444296, "mask_rcnn/false_positive": 0.10184815860754594, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.01231654221192, "total_loss": 0.6523486831574701}
{"data_time": 0.02227632375434041, "eta_seconds": 29451.811882294714, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2333022720420972, "fast_rcnn/fg_cls_accuracy": 0.7498732159675432, "iteration": 240479, "loss_box_reg": 0.19936352269724011, "loss_cls": 0.14848029240965843, "loss_mask": 0.2205623909831047, "loss_rpn_cls": 0.02376343123614788, "loss_rpn_loc": 0.06625136150978506, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076696713254861, "mask_rcnn/false_negative": 0.08234569039974046, "mask_rcnn/false_positive": 0.1086569740931557, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9677221509627998, "total_loss": 0.6280372730689123}
{"data_time": 0.0133508057333529, "eta_seconds": 29453.370289644226, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.25601897200598034, "fast_rcnn/fg_cls_accuracy": 0.72884305791237, "iteration": 240499, "loss_box_reg": 0.21130237821489573, "loss_cls": 0.14735386800020933, "loss_mask": 0.2236346285790205, "loss_rpn_cls": 0.02476635354105383, "loss_rpn_loc": 0.06245646928437054, "lr": 1e-05, "mask_rcnn/accuracy": 0.9087125778581475, "mask_rcnn/false_negative": 0.07744388196478225, "mask_rcnn/false_positive": 0.10179914317336274, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.02490900689736, "total_loss": 0.6725545334629714}
{"data_time": 0.015451188199222088, "eta_seconds": 29449.24228997901, "fast_rcnn/cls_accuracy": 0.961181640625, "fast_rcnn/false_negative": 0.21244527829893683, "fast_rcnn/fg_cls_accuracy": 0.7661943319838057, "iteration": 240519, "loss_box_reg": 0.19671024195849895, "loss_cls": 0.15012397151440382, "loss_mask": 0.21003135479986668, "loss_rpn_cls": 0.02844521561928559, "loss_rpn_loc": 0.06271520198788494, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080206448887154, "mask_rcnn/false_negative": 0.08144193009360173, "mask_rcnn/false_positive": 0.09512647268858229, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 1.000832673162222, "total_loss": 0.6567835067980923}
{"data_time": 0.023821283597499132, "eta_seconds": 29495.364272771403, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.26909679677927534, "fast_rcnn/fg_cls_accuracy": 0.7199818114644613, "iteration": 240539, "loss_box_reg": 0.2084074942395091, "loss_cls": 0.15461551630869508, "loss_mask": 0.22866838425397873, "loss_rpn_cls": 0.02477686811471358, "loss_rpn_loc": 0.06960017775418237, "lr": 1e-05, "mask_rcnn/accuracy": 0.8964650005101666, "mask_rcnn/false_negative": 0.09715708092553116, "mask_rcnn/false_positive": 0.11213763301927213, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0098510119132698, "total_loss": 0.696187648922205}
{"data_time": 0.016567667480558157, "eta_seconds": 29475.28485238552, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24151511402532064, "fast_rcnn/fg_cls_accuracy": 0.7361087534657387, "iteration": 240559, "loss_box_reg": 0.19482098706066608, "loss_cls": 0.1424091700464487, "loss_mask": 0.20847240462899208, "loss_rpn_cls": 0.025750202941708267, "loss_rpn_loc": 0.07504690694622695, "lr": 1e-05, "mask_rcnn/accuracy": 0.9106421065642403, "mask_rcnn/false_negative": 0.07665051541121584, "mask_rcnn/false_positive": 0.10446285995566304, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0068308631889522, "total_loss": 0.6546144004096277}
{"data_time": 0.01913885260000825, "eta_seconds": 29456.848176419735, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23555820717428594, "fast_rcnn/fg_cls_accuracy": 0.7427940465145785, "iteration": 240579, "loss_box_reg": 0.18572529149241745, "loss_cls": 0.14303906075656414, "loss_mask": 0.21503638103604317, "loss_rpn_cls": 0.022409071098081768, "loss_rpn_loc": 0.06350582517916337, "lr": 1e-05, "mask_rcnn/accuracy": 0.9175200380104019, "mask_rcnn/false_negative": 0.07651598665797178, "mask_rcnn/false_positive": 0.1056569511268198, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.008025930263102, "total_loss": 0.6257488100673072}
{"data_time": 0.01683103432878852, "eta_seconds": 29429.258541483432, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.217430458274965, "fast_rcnn/fg_cls_accuracy": 0.7564228159976488, "iteration": 240599, "loss_box_reg": 0.18260521069169044, "loss_cls": 0.13884224137291312, "loss_mask": 0.21077676303684711, "loss_rpn_cls": 0.024188430339563638, "loss_rpn_loc": 0.05920676747336984, "lr": 1e-05, "mask_rcnn/accuracy": 0.91176032216624, "mask_rcnn/false_negative": 0.08405075333840133, "mask_rcnn/false_positive": 0.08400745472514382, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.012980353552848, "total_loss": 0.6446062544710003}
{"data_time": 0.028195134829729795, "eta_seconds": 29398.68221046403, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.26045548654244305, "fast_rcnn/fg_cls_accuracy": 0.70928145740214, "iteration": 240619, "loss_box_reg": 0.20338681899011135, "loss_cls": 0.15715940110385418, "loss_mask": 0.21432306803762913, "loss_rpn_cls": 0.02318274264689535, "loss_rpn_loc": 0.06989907333627343, "lr": 1e-05, "mask_rcnn/accuracy": 0.8991658241637669, "mask_rcnn/false_negative": 0.09411420926189557, "mask_rcnn/false_positive": 0.10909461269465259, "roi_head/num_bg_samples": 433.375, "roi_head/num_fg_samples": 78.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9984258366748691, "total_loss": 0.670583120197989}
{"data_time": 0.03087644698098302, "eta_seconds": 29399.703061282635, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2250793965859468, "fast_rcnn/fg_cls_accuracy": 0.747822353085511, "iteration": 240639, "loss_box_reg": 0.2031256789341569, "loss_cls": 0.15566803235560656, "loss_mask": 0.2201444897800684, "loss_rpn_cls": 0.02565457540913485, "loss_rpn_loc": 0.06593445537146181, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069846031954496, "mask_rcnn/false_negative": 0.08959668341208976, "mask_rcnn/false_positive": 0.09436015428220504, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0211699339561164, "total_loss": 0.6637660277192481}
{"data_time": 0.01847726060077548, "eta_seconds": 29375.16499894671, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2241037544049878, "fast_rcnn/fg_cls_accuracy": 0.740418956043956, "iteration": 240659, "loss_box_reg": 0.19932870287448168, "loss_cls": 0.1406197277829051, "loss_mask": 0.2171938493847847, "loss_rpn_cls": 0.020796524360775948, "loss_rpn_loc": 0.05630459892563522, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040574858485905, "mask_rcnn/false_negative": 0.09056977990441384, "mask_rcnn/false_positive": 0.09590770015746146, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9817353417165577, "total_loss": 0.6484620734117925}
{"data_time": 0.016443755012005568, "eta_seconds": 29338.644057549536, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.19323440643863177, "fast_rcnn/fg_cls_accuracy": 0.7749748490945674, "iteration": 240679, "loss_box_reg": 0.19457490742206573, "loss_cls": 0.14500926434993744, "loss_mask": 0.22193113341927528, "loss_rpn_cls": 0.026350299594923854, "loss_rpn_loc": 0.08197713596746325, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091926114231987, "mask_rcnn/false_negative": 0.088730091362972, "mask_rcnn/false_positive": 0.10798532189769444, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9866989478468895, "total_loss": 0.6831779009662569}
{"data_time": 0.02169118309393525, "eta_seconds": 29295.25306369178, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2489683853080874, "fast_rcnn/fg_cls_accuracy": 0.7315409954605713, "iteration": 240699, "loss_box_reg": 0.18063882738351822, "loss_cls": 0.14896143227815628, "loss_mask": 0.21380683779716492, "loss_rpn_cls": 0.020511573762632906, "loss_rpn_loc": 0.05883128650020808, "lr": 1e-05, "mask_rcnn/accuracy": 0.905393524538751, "mask_rcnn/false_negative": 0.07988418294918766, "mask_rcnn/false_positive": 0.1021649841321261, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0050834389403462, "total_loss": 0.6215332061983645}
{"data_time": 0.017204385716468096, "eta_seconds": 29302.36501827836, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2581592689295039, "fast_rcnn/fg_cls_accuracy": 0.7405352480417755, "iteration": 240719, "loss_box_reg": 0.2039519166573882, "loss_cls": 0.14787765312939882, "loss_mask": 0.22172057628631592, "loss_rpn_cls": 0.022652474406640977, "loss_rpn_loc": 0.07212931994581595, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085596079756375, "mask_rcnn/false_negative": 0.08774221703115342, "mask_rcnn/false_positive": 0.09989260607320524, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0297878715209663, "total_loss": 0.6682970797410235}
{"data_time": 0.014822779688984156, "eta_seconds": 29289.418711699545, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2072084036068578, "fast_rcnn/fg_cls_accuracy": 0.7617067233108188, "iteration": 240739, "loss_box_reg": 0.19849847443401814, "loss_cls": 0.1418656837195158, "loss_mask": 0.21537826769053936, "loss_rpn_cls": 0.02886604907689616, "loss_rpn_loc": 0.07695238629821688, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139956897893406, "mask_rcnn/false_negative": 0.08006073848770692, "mask_rcnn/false_positive": 0.08390248174488793, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9921503555960953, "total_loss": 0.6700365700235125}
{"data_time": 0.01494124298915267, "eta_seconds": 29255.653043463826, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.1710905518257737, "fast_rcnn/fg_cls_accuracy": 0.8223120910036084, "iteration": 240759, "loss_box_reg": 0.1809506257995963, "loss_cls": 0.12973266327753663, "loss_mask": 0.2123754844069481, "loss_rpn_cls": 0.021719087613746524, "loss_rpn_loc": 0.06622698530554771, "lr": 1e-05, "mask_rcnn/accuracy": 0.9174573758857322, "mask_rcnn/false_negative": 0.07409496399586618, "mask_rcnn/false_positive": 0.09923307464266132, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9832760524004698, "total_loss": 0.6165868382086046}
{"data_time": 0.01441959198564291, "eta_seconds": 29235.64233686775, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.19968354430379748, "fast_rcnn/fg_cls_accuracy": 0.7732051868802441, "iteration": 240779, "loss_box_reg": 0.19610544946044683, "loss_cls": 0.14204939268529415, "loss_mask": 0.22049957513809204, "loss_rpn_cls": 0.021675090305507183, "loss_rpn_loc": 0.06449599610641599, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025353791753975, "mask_rcnn/false_negative": 0.08703344330619017, "mask_rcnn/false_positive": 0.09494702692007088, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0371143678203225, "total_loss": 0.6361536991898902}
{"data_time": 0.022407458163797855, "eta_seconds": 29226.422264799476, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.20788912579957355, "fast_rcnn/fg_cls_accuracy": 0.7805939580133129, "iteration": 240799, "loss_box_reg": 0.19695601239800453, "loss_cls": 0.1398690389469266, "loss_mask": 0.21532586961984634, "loss_rpn_cls": 0.025878446060232818, "loss_rpn_loc": 0.07729619182646275, "lr": 1e-05, "mask_rcnn/accuracy": 0.903695747082375, "mask_rcnn/false_negative": 0.0803881741091314, "mask_rcnn/false_positive": 0.1023502963247799, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.042734251357615, "total_loss": 0.6489131647977047}
{"data_time": 0.018474420066922903, "eta_seconds": 29179.905291665345, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2340881002824859, "fast_rcnn/fg_cls_accuracy": 0.7110728063695313, "iteration": 240819, "loss_box_reg": 0.19743823632597923, "loss_cls": 0.148503590375185, "loss_mask": 0.2137915026396513, "loss_rpn_cls": 0.028057652176357806, "loss_rpn_loc": 0.07019232958555222, "lr": 1e-05, "mask_rcnn/accuracy": 0.90958301061205, "mask_rcnn/false_negative": 0.0884321257770401, "mask_rcnn/false_positive": 0.0970750176639405, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.986846418119967, "total_loss": 0.64262788722408}
{"data_time": 0.02262133313342929, "eta_seconds": 29168.73154135421, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.22115265280794288, "fast_rcnn/fg_cls_accuracy": 0.7771408625504188, "iteration": 240839, "loss_box_reg": 0.196175929158926, "loss_cls": 0.14045701548457146, "loss_mask": 0.215975821018219, "loss_rpn_cls": 0.020920801151078194, "loss_rpn_loc": 0.06388263124972582, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032048040425597, "mask_rcnn/false_negative": 0.08935961251274258, "mask_rcnn/false_positive": 0.10817740262066883, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9706729399040341, "total_loss": 0.6546568222111091}
{"data_time": 0.024969071615487337, "eta_seconds": 29176.497479975224, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2489554481010281, "fast_rcnn/fg_cls_accuracy": 0.7164460243041204, "iteration": 240859, "loss_box_reg": 0.21368453279137611, "loss_cls": 0.15374402329325676, "loss_mask": 0.22513673827052116, "loss_rpn_cls": 0.025994188443291932, "loss_rpn_loc": 0.08021984715014696, "lr": 1e-05, "mask_rcnn/accuracy": 0.9017941411333183, "mask_rcnn/false_negative": 0.08721306689796515, "mask_rcnn/false_positive": 0.1087289299342338, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.006598939653486, "total_loss": 0.7055857767700218}
{"data_time": 0.027680925093591213, "eta_seconds": 29128.719563931227, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.24722222222222223, "fast_rcnn/fg_cls_accuracy": 0.7280717651322943, "iteration": 240879, "loss_box_reg": 0.2057608077302575, "loss_cls": 0.15205518435686827, "loss_mask": 0.21547283791005611, "loss_rpn_cls": 0.024967077770270407, "loss_rpn_loc": 0.0654907776042819, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002755638878568, "mask_rcnn/false_negative": 0.0702281713413978, "mask_rcnn/false_positive": 0.11594984401652017, "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": 0.9926917045377195, "total_loss": 0.6560519719496369}
{"data_time": 0.018129310570657253, "eta_seconds": 29086.19898785837, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.22402123485714817, "fast_rcnn/fg_cls_accuracy": 0.7565190818959664, "iteration": 240899, "loss_box_reg": 0.20142927393317223, "loss_cls": 0.15170798357576132, "loss_mask": 0.218000128865242, "loss_rpn_cls": 0.02789674187079072, "loss_rpn_loc": 0.0602369278203696, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034140748095297, "mask_rcnn/false_negative": 0.0944639579646517, "mask_rcnn/false_positive": 0.10397459593759256, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 0.9957443280145526, "total_loss": 0.6619899737415835}
{"data_time": 0.022478944156318903, "eta_seconds": 29023.731985557824, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23916326307059138, "fast_rcnn/fg_cls_accuracy": 0.7454205713315025, "iteration": 240919, "loss_box_reg": 0.16979407519102097, "loss_cls": 0.12640814622864127, "loss_mask": 0.1992397326976061, "loss_rpn_cls": 0.02256299159489572, "loss_rpn_loc": 0.06037407659459859, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043044216964795, "mask_rcnn/false_negative": 0.09900328367203139, "mask_rcnn/false_positive": 0.09660927066379768, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9941113204695284, "total_loss": 0.6103960544714937}
{"data_time": 0.016602981835603714, "eta_seconds": 29001.223547477275, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2388972323535722, "fast_rcnn/fg_cls_accuracy": 0.738963004484305, "iteration": 240939, "loss_box_reg": 0.19227060955017805, "loss_cls": 0.1412430894561112, "loss_mask": 0.21115880645811558, "loss_rpn_cls": 0.024759440100751817, "loss_rpn_loc": 0.07213413092540577, "lr": 1e-05, "mask_rcnn/accuracy": 0.9192750802464342, "mask_rcnn/false_negative": 0.07526273018868548, "mask_rcnn/false_positive": 0.09886293430727433, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9970340626314282, "total_loss": 0.6245345405186526}
{"data_time": 0.015829629730433226, "eta_seconds": 28986.871608495712, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.21680601174479947, "fast_rcnn/fg_cls_accuracy": 0.7566301431127012, "iteration": 240959, "loss_box_reg": 0.19914525374770164, "loss_cls": 0.14839716628193855, "loss_mask": 0.22619391232728958, "loss_rpn_cls": 0.023908272909466177, "loss_rpn_loc": 0.06583644635975361, "lr": 1e-05, "mask_rcnn/accuracy": 0.904983585637285, "mask_rcnn/false_negative": 0.08206573076860763, "mask_rcnn/false_positive": 0.11015652086996393, "roi_head/num_bg_samples": 455.625, "roi_head/num_fg_samples": 56.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0132533125579357, "total_loss": 0.6738685055170208}
{"data_time": 0.01914154551923275, "eta_seconds": 28966.908198297024, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2737208293913592, "fast_rcnn/fg_cls_accuracy": 0.700905449287729, "iteration": 240979, "loss_box_reg": 0.19566822983324528, "loss_cls": 0.1415975894778967, "loss_mask": 0.2150231208652258, "loss_rpn_cls": 0.026667411962989718, "loss_rpn_loc": 0.06472197058610618, "lr": 1e-05, "mask_rcnn/accuracy": 0.9135763435663662, "mask_rcnn/false_negative": 0.0755518000989311, "mask_rcnn/false_positive": 0.1037892097294788, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9717757916077971, "total_loss": 0.6748791644931771}
{"data_time": 0.01669839909300208, "eta_seconds": 28941.344902850688, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.25600342461024345, "fast_rcnn/fg_cls_accuracy": 0.736479156981249, "iteration": 240999, "loss_box_reg": 0.17845670133829117, "loss_cls": 0.1299921297468245, "loss_mask": 0.20403414405882359, "loss_rpn_cls": 0.020933229272486642, "loss_rpn_loc": 0.05039676988963038, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097236289851921, "mask_rcnn/false_negative": 0.07660279449871762, "mask_rcnn/false_positive": 0.1044774627076151, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0060618775896728, "total_loss": 0.5776019326003734}
{"data_time": 0.01861978368833661, "eta_seconds": 28944.397539133206, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24674399674399672, "fast_rcnn/fg_cls_accuracy": 0.7532560032560033, "iteration": 241019, "loss_box_reg": 0.20511437114328146, "loss_cls": 0.14986118394881487, "loss_mask": 0.21668521873652935, "loss_rpn_cls": 0.024063327931798995, "loss_rpn_loc": 0.06811256881337613, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065557369925992, "mask_rcnn/false_negative": 0.08326599897621886, "mask_rcnn/false_positive": 0.11151012379075251, "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": 1.0050635798834264, "total_loss": 0.6601157421828248}
{"data_time": 0.016193879768252373, "eta_seconds": 28946.265384480357, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22674274593064403, "fast_rcnn/fg_cls_accuracy": 0.760657596371882, "iteration": 241039, "loss_box_reg": 0.18619550624862313, "loss_cls": 0.13866649940609932, "loss_mask": 0.21333067119121552, "loss_rpn_cls": 0.026345953810960054, "loss_rpn_loc": 0.0600240973290056, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109695844378058, "mask_rcnn/false_negative": 0.08610451437191742, "mask_rcnn/false_positive": 0.09534638580176479, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0348650426603854, "total_loss": 0.6419443199993111}
{"data_time": 0.01943492377176881, "eta_seconds": 28936.00759721361, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2346078431372549, "fast_rcnn/fg_cls_accuracy": 0.7635579860084738, "iteration": 241059, "loss_box_reg": 0.19005584251135588, "loss_cls": 0.1476307064294815, "loss_mask": 0.20943433232605457, "loss_rpn_cls": 0.02733482461189851, "loss_rpn_loc": 0.06058865273371339, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039167177894042, "mask_rcnn/false_negative": 0.08791827531222066, "mask_rcnn/false_positive": 0.10571753836307193, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.010210155043751, "total_loss": 0.6064525470719673}
{"data_time": 0.026909968815743923, "eta_seconds": 28939.35188960284, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22584399431414356, "fast_rcnn/fg_cls_accuracy": 0.7505952380952381, "iteration": 241079, "loss_box_reg": 0.19336698669940233, "loss_cls": 0.14354787208139896, "loss_mask": 0.21724843606352806, "loss_rpn_cls": 0.023418617725837976, "loss_rpn_loc": 0.07318458775989711, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053556690533356, "mask_rcnn/false_negative": 0.09048465922686975, "mask_rcnn/false_positive": 0.09671658255810418, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.026882749516517, "total_loss": 0.6677652960643172}
{"data_time": 0.018999283201992512, "eta_seconds": 28917.174159316346, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2697040599679362, "fast_rcnn/fg_cls_accuracy": 0.7218541637865946, "iteration": 241099, "loss_box_reg": 0.18925844877958298, "loss_cls": 0.14374458324164152, "loss_mask": 0.20055509544909, "loss_rpn_cls": 0.024062989163212478, "loss_rpn_loc": 0.05908203823491931, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064685567731687, "mask_rcnn/false_negative": 0.0833995352857262, "mask_rcnn/false_positive": 0.10720410314947246, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0068283076398075, "total_loss": 0.6226828185899649}
{"data_time": 0.021578057669103146, "eta_seconds": 28916.17183327675, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22176696542893726, "fast_rcnn/fg_cls_accuracy": 0.753639746279093, "iteration": 241119, "loss_box_reg": 0.187715623062104, "loss_cls": 0.15071202255785465, "loss_mask": 0.2207450121641159, "loss_rpn_cls": 0.027457200805656612, "loss_rpn_loc": 0.06145083485171199, "lr": 1e-05, "mask_rcnn/accuracy": 0.9138888810466588, "mask_rcnn/false_negative": 0.08131433766328142, "mask_rcnn/false_positive": 0.0943511566717705, "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": 1.0127996080555022, "total_loss": 0.6627004317706451}
{"data_time": 0.017755454871803522, "eta_seconds": 28897.75079355575, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.24749713958810066, "fast_rcnn/fg_cls_accuracy": 0.7212832493285751, "iteration": 241139, "loss_box_reg": 0.20439205784350634, "loss_cls": 0.14513813611119986, "loss_mask": 0.21128367260098457, "loss_rpn_cls": 0.022730449098162353, "loss_rpn_loc": 0.05297170439735055, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062293630902654, "mask_rcnn/false_negative": 0.09088881102119045, "mask_rcnn/false_positive": 0.1041049915429185, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0002033771015704, "total_loss": 0.6418244098895229}
{"data_time": 0.015876928344368935, "eta_seconds": 28875.12664884329, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.23416322707180703, "fast_rcnn/fg_cls_accuracy": 0.751353883083048, "iteration": 241159, "loss_box_reg": 0.17929350212216377, "loss_cls": 0.13772445637732744, "loss_mask": 0.2044493341818452, "loss_rpn_cls": 0.02304222431848757, "loss_rpn_loc": 0.056115252897143364, "lr": 1e-05, "mask_rcnn/accuracy": 0.9140631561266482, "mask_rcnn/false_negative": 0.08043591328858066, "mask_rcnn/false_positive": 0.08474532796800537, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9803199172019958, "total_loss": 0.6228078221902251}
{"data_time": 0.015272537712007761, "eta_seconds": 28837.126618390903, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.22765481516364494, "fast_rcnn/fg_cls_accuracy": 0.7456989247311828, "iteration": 241179, "loss_box_reg": 0.20723637752234936, "loss_cls": 0.15828085970133543, "loss_mask": 0.21270187385380268, "loss_rpn_cls": 0.02766803395934403, "loss_rpn_loc": 0.07929305132711306, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008081036202521, "mask_rcnn/false_negative": 0.08954301750858674, "mask_rcnn/false_positive": 0.10490224045974363, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9829934169538319, "total_loss": 0.6904124232241884}
{"data_time": 0.022030264604836702, "eta_seconds": 28816.490824520588, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24012325952978772, "fast_rcnn/fg_cls_accuracy": 0.7429994042046132, "iteration": 241199, "loss_box_reg": 0.19992778450250626, "loss_cls": 0.136772399302572, "loss_mask": 0.2199687585234642, "loss_rpn_cls": 0.02671477326657623, "loss_rpn_loc": 0.06582097243517637, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034860557498958, "mask_rcnn/false_negative": 0.08675632382329843, "mask_rcnn/false_positive": 0.09481391787655291, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9960905374027789, "total_loss": 0.6749923661118373}
{"data_time": 0.02234478574246168, "eta_seconds": 28815.053569823503, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23914671736813298, "fast_rcnn/fg_cls_accuracy": 0.7392312081015546, "iteration": 241219, "loss_box_reg": 0.1974257854744792, "loss_cls": 0.14247992262244225, "loss_mask": 0.21783867850899696, "loss_rpn_cls": 0.02444227261003107, "loss_rpn_loc": 0.05371183482930064, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074601005447397, "mask_rcnn/false_negative": 0.074382313056337, "mask_rcnn/false_positive": 0.10410546203861445, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 1.0052190767601132, "total_loss": 0.646203315583989}
{"data_time": 0.01375383185222745, "eta_seconds": 28795.54779138416, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2519839770236566, "fast_rcnn/fg_cls_accuracy": 0.7096213192747847, "iteration": 241239, "loss_box_reg": 0.1949989851564169, "loss_cls": 0.145243713632226, "loss_mask": 0.21076752059161663, "loss_rpn_cls": 0.022393955383449793, "loss_rpn_loc": 0.058532685157842934, "lr": 1e-05, "mask_rcnn/accuracy": 0.909300255657055, "mask_rcnn/false_negative": 0.08605118196200344, "mask_rcnn/false_positive": 0.10485809413307141, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0046533872373402, "total_loss": 0.6513327781576663}
{"data_time": 0.015747457277029753, "eta_seconds": 28780.461209462956, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.22099465309540683, "fast_rcnn/fg_cls_accuracy": 0.7436680317878211, "iteration": 241259, "loss_box_reg": 0.20226330403238535, "loss_cls": 0.14880087599158287, "loss_mask": 0.22100483998656273, "loss_rpn_cls": 0.02345615334343165, "loss_rpn_loc": 0.0684183978009969, "lr": 1e-05, "mask_rcnn/accuracy": 0.910902429709653, "mask_rcnn/false_negative": 0.08246381341153278, "mask_rcnn/false_positive": 0.10098089474524015, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0258929044939578, "total_loss": 0.678389974986203}
{"data_time": 0.025665949564427137, "eta_seconds": 28766.892407126725, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23914822425487808, "fast_rcnn/fg_cls_accuracy": 0.750268817204301, "iteration": 241279, "loss_box_reg": 0.17672963067889214, "loss_cls": 0.13459896855056286, "loss_mask": 0.21147808246314526, "loss_rpn_cls": 0.020548272907035425, "loss_rpn_loc": 0.06323660956695676, "lr": 1e-05, "mask_rcnn/accuracy": 0.9018604563488817, "mask_rcnn/false_negative": 0.09267894104616015, "mask_rcnn/false_positive": 0.1034859161223481, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.990657864138484, "total_loss": 0.621814985643141}
{"data_time": 0.014311337377876043, "eta_seconds": 28755.207539908588, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2335007173601148, "fast_rcnn/fg_cls_accuracy": 0.7474789039317508, "iteration": 241299, "loss_box_reg": 0.2011280646547675, "loss_cls": 0.15131390281021595, "loss_mask": 0.21184846200048923, "loss_rpn_cls": 0.02784882392734289, "loss_rpn_loc": 0.07349973963573575, "lr": 1e-05, "mask_rcnn/accuracy": 0.90541953561034, "mask_rcnn/false_negative": 0.0725697022599328, "mask_rcnn/false_positive": 0.10704989538170301, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0378881259821355, "total_loss": 0.6705818948103115}
{"data_time": 0.016509908717125654, "eta_seconds": 28726.827097367495, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21614209063907253, "fast_rcnn/fg_cls_accuracy": 0.7429350295320309, "iteration": 241319, "loss_box_reg": 0.1817517951130867, "loss_cls": 0.14475567266345024, "loss_mask": 0.22050723992288113, "loss_rpn_cls": 0.02655882207909599, "loss_rpn_loc": 0.06509463861584663, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042903285455579, "mask_rcnn/false_negative": 0.08958936046692677, "mask_rcnn/false_positive": 0.09928485235225504, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9961465960368514, "total_loss": 0.6583088606130332}
{"data_time": 0.015990639105439186, "eta_seconds": 28700.348582575098, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.22276238073602908, "fast_rcnn/fg_cls_accuracy": 0.777237619263971, "iteration": 241339, "loss_box_reg": 0.18780190404504538, "loss_cls": 0.1264868751168251, "loss_mask": 0.21656183525919914, "loss_rpn_cls": 0.020643691124860197, "loss_rpn_loc": 0.059406162006780505, "lr": 1e-05, "mask_rcnn/accuracy": 0.917861645044483, "mask_rcnn/false_negative": 0.0674063769321511, "mask_rcnn/false_positive": 0.09603677660973176, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9812976736575365, "total_loss": 0.6100116235902533}
{"data_time": 0.014411864802241325, "eta_seconds": 28703.825182765722, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.22029217042823684, "fast_rcnn/fg_cls_accuracy": 0.7559525005525528, "iteration": 241359, "loss_box_reg": 0.20074228756129742, "loss_cls": 0.1409069625660777, "loss_mask": 0.22006291151046753, "loss_rpn_cls": 0.03169905679533258, "loss_rpn_loc": 0.08702683146111667, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127174266566553, "mask_rcnn/false_negative": 0.07453864076149452, "mask_rcnn/false_positive": 0.10407891476032743, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9995111520402133, "total_loss": 0.6764030554913916}
{"data_time": 0.01920802192762494, "eta_seconds": 28675.053651295602, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23737785016286644, "fast_rcnn/fg_cls_accuracy": 0.755491990846682, "iteration": 241379, "loss_box_reg": 0.19631896913051605, "loss_cls": 0.14359309803694487, "loss_mask": 0.21708444878458977, "loss_rpn_cls": 0.025187310442561284, "loss_rpn_loc": 0.06068266183137894, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021489051547671, "mask_rcnn/false_negative": 0.08731579084400633, "mask_rcnn/false_positive": 0.10863928744605729, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0029866192489862, "total_loss": 0.6518631743383594}
{"data_time": 0.013421702198684216, "eta_seconds": 28657.636930141598, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.27140628812436823, "fast_rcnn/fg_cls_accuracy": 0.7160522704590818, "iteration": 241399, "loss_box_reg": 0.20156661421060562, "loss_cls": 0.16142299864441156, "loss_mask": 0.23004660196602345, "loss_rpn_cls": 0.029616484884172678, "loss_rpn_loc": 0.0765396065544337, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027382346502099, "mask_rcnn/false_negative": 0.07787364196586372, "mask_rcnn/false_positive": 0.11428053931684412, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0134556186385453, "total_loss": 0.6922189935576171}
{"data_time": 0.018703683745115995, "eta_seconds": 28637.596624596044, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.22847189864430095, "fast_rcnn/fg_cls_accuracy": 0.7584105265282235, "iteration": 241419, "loss_box_reg": 0.19365917891263962, "loss_cls": 0.1499729761853814, "loss_mask": 0.21548154391348362, "loss_rpn_cls": 0.0247490715701133, "loss_rpn_loc": 0.07309157634153962, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092512426824045, "mask_rcnn/false_negative": 0.07912610388186572, "mask_rcnn/false_positive": 0.10905580024566239, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9779847175814211, "total_loss": 0.6217390893725678}
{"data_time": 0.01488191308453679, "eta_seconds": 28652.910197675228, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.17810407790626903, "fast_rcnn/fg_cls_accuracy": 0.7975587646911728, "iteration": 241439, "loss_box_reg": 0.17652476485818624, "loss_cls": 0.12952443584799767, "loss_mask": 0.223849980160594, "loss_rpn_cls": 0.02096836268901825, "loss_rpn_loc": 0.05193991679698229, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124714729491179, "mask_rcnn/false_negative": 0.08938029925194531, "mask_rcnn/false_positive": 0.10592091881672593, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9968043947592378, "total_loss": 0.6052938773354981}
{"data_time": 0.0184423946775496, "eta_seconds": 28658.129334989935, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2936888454011742, "fast_rcnn/fg_cls_accuracy": 0.7027397260273973, "iteration": 241459, "loss_box_reg": 0.20686390716582537, "loss_cls": 0.14985808450728655, "loss_mask": 0.21405824832618237, "loss_rpn_cls": 0.02363955060718581, "loss_rpn_loc": 0.07613914855755866, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049978091706931, "mask_rcnn/false_negative": 0.0929672172496519, "mask_rcnn/false_positive": 0.09773174908398907, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0309590734541416, "total_loss": 0.6607042879331857}
{"data_time": 0.014651819132268429, "eta_seconds": 28638.04655339569, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24648579927077335, "fast_rcnn/fg_cls_accuracy": 0.745742180003838, "iteration": 241479, "loss_box_reg": 0.18413779884576797, "loss_cls": 0.13416634663008153, "loss_mask": 0.21510969754308462, "loss_rpn_cls": 0.024122141127008945, "loss_rpn_loc": 0.06571909075137228, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081762566137566, "mask_rcnn/false_negative": 0.08048519631069401, "mask_rcnn/false_positive": 0.10680199151508511, "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": 0.981216749176383, "total_loss": 0.631983941886574}
{"data_time": 0.015915993601083755, "eta_seconds": 28592.715008184314, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.21229191188834706, "fast_rcnn/fg_cls_accuracy": 0.7619965199458658, "iteration": 241499, "loss_box_reg": 0.19906138628721237, "loss_cls": 0.15313189569860697, "loss_mask": 0.22708370350301266, "loss_rpn_cls": 0.023456867260392755, "loss_rpn_loc": 0.08057241654023528, "lr": 1e-05, "mask_rcnn/accuracy": 0.902191888095925, "mask_rcnn/false_negative": 0.08898373585400737, "mask_rcnn/false_positive": 0.1135205124876019, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9966489691287279, "total_loss": 0.7022817537654191}
{"data_time": 0.015613213647156954, "eta_seconds": 28587.434645593166, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2465686274509804, "fast_rcnn/fg_cls_accuracy": 0.7136702568351284, "iteration": 241519, "loss_box_reg": 0.19695020373910666, "loss_cls": 0.143524463288486, "loss_mask": 0.2163400985300541, "loss_rpn_cls": 0.025982169318012893, "loss_rpn_loc": 0.07087304559536278, "lr": 1e-05, "mask_rcnn/accuracy": 0.902114958728899, "mask_rcnn/false_negative": 0.0978862523048183, "mask_rcnn/false_positive": 0.09060319130605513, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0166999846696854, "total_loss": 0.6709401786793023}
{"data_time": 0.01401302544400096, "eta_seconds": 28529.376227827743, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.21850736278447122, "fast_rcnn/fg_cls_accuracy": 0.7455758110630004, "iteration": 241539, "loss_box_reg": 0.19925875961780548, "loss_cls": 0.15042705088853836, "loss_mask": 0.21328474581241608, "loss_rpn_cls": 0.024549840250983834, "loss_rpn_loc": 0.05878340685740113, "lr": 1e-05, "mask_rcnn/accuracy": 0.9118533102260433, "mask_rcnn/false_negative": 0.07900994368917556, "mask_rcnn/false_positive": 0.09566349401695058, "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": 0.9769779411144555, "total_loss": 0.6292533735977486}
{"data_time": 0.026704419869929552, "eta_seconds": 28525.738015640527, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24711134453781514, "fast_rcnn/fg_cls_accuracy": 0.7399720149253731, "iteration": 241559, "loss_box_reg": 0.20088827051222324, "loss_cls": 0.15499941166490316, "loss_mask": 0.20928454026579857, "loss_rpn_cls": 0.022386493161320686, "loss_rpn_loc": 0.07372963265515864, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100115192876915, "mask_rcnn/false_negative": 0.08505965842038879, "mask_rcnn/false_positive": 0.09298434084013361, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.021777078974992, "total_loss": 0.670478371437639}
{"data_time": 0.02744793938472867, "eta_seconds": 28531.55340563506, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.20367496185615824, "fast_rcnn/fg_cls_accuracy": 0.7663780285139508, "iteration": 241579, "loss_box_reg": 0.19358851201832294, "loss_cls": 0.14776273537427187, "loss_mask": 0.2204718068242073, "loss_rpn_cls": 0.025356436031870544, "loss_rpn_loc": 0.07217468321323395, "lr": 1e-05, "mask_rcnn/accuracy": 0.8961119964243234, "mask_rcnn/false_negative": 0.08958095251528633, "mask_rcnn/false_positive": 0.10734053672337097, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 211.125, "rpn/num_pos_anchors": 44.875, "time": 1.039083604235202, "total_loss": 0.6888050800189376}
{"data_time": 0.01796468673273921, "eta_seconds": 28523.53000380099, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21525735294117648, "fast_rcnn/fg_cls_accuracy": 0.782781862745098, "iteration": 241599, "loss_box_reg": 0.21584298089146614, "loss_cls": 0.14078993257135153, "loss_mask": 0.21214077062904835, "loss_rpn_cls": 0.024880964141630102, "loss_rpn_loc": 0.07310812594369054, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076851526843397, "mask_rcnn/false_negative": 0.07753400996103188, "mask_rcnn/false_positive": 0.09993401970887182, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0273539936169982, "total_loss": 0.6642852975637652}
{"data_time": 0.01602167682722211, "eta_seconds": 28505.943905878812, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2592201080573174, "fast_rcnn/fg_cls_accuracy": 0.7084794690551989, "iteration": 241619, "loss_box_reg": 0.18362079001963139, "loss_cls": 0.13974778028205037, "loss_mask": 0.22573015466332436, "loss_rpn_cls": 0.023299123626202345, "loss_rpn_loc": 0.06616338470485061, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042093505943255, "mask_rcnn/false_negative": 0.08746509140398882, "mask_rcnn/false_positive": 0.10602030471106554, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.032837079372257, "total_loss": 0.6310090885381214}
{"data_time": 0.014191773254424334, "eta_seconds": 28483.977750409395, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.18309276454904844, "fast_rcnn/fg_cls_accuracy": 0.8084764008034713, "iteration": 241639, "loss_box_reg": 0.19999217707663774, "loss_cls": 0.14026771113276482, "loss_mask": 0.2098439373075962, "loss_rpn_cls": 0.018356003929511644, "loss_rpn_loc": 0.06646375311538577, "lr": 1e-05, "mask_rcnn/accuracy": 0.9262602943951999, "mask_rcnn/false_negative": 0.07901010167864862, "mask_rcnn/false_positive": 0.07295899119015584, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0133526865392923, "total_loss": 0.6604499389068224}
{"data_time": 0.01748494990170002, "eta_seconds": 28489.985237475485, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22316862104505764, "fast_rcnn/fg_cls_accuracy": 0.760655737704918, "iteration": 241659, "loss_box_reg": 0.20003355527296662, "loss_cls": 0.14604653231799603, "loss_mask": 0.22650153189897537, "loss_rpn_cls": 0.026601317222230136, "loss_rpn_loc": 0.05712556152138859, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039440519797663, "mask_rcnn/false_negative": 0.09046684984180386, "mask_rcnn/false_positive": 0.10412086368936233, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0277508539147675, "total_loss": 0.684620596410241}
{"data_time": 0.014251250308007002, "eta_seconds": 28469.879390448332, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2462540970813173, "fast_rcnn/fg_cls_accuracy": 0.7290365448504983, "iteration": 241679, "loss_box_reg": 0.2025295551866293, "loss_cls": 0.14775616629049182, "loss_mask": 0.21899098437279463, "loss_rpn_cls": 0.025160232791677117, "loss_rpn_loc": 0.05977141228504479, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114593909703185, "mask_rcnn/false_negative": 0.07505461280409502, "mask_rcnn/false_positive": 0.10880656468049854, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.9775809762068093, "total_loss": 0.6755140510067577}
{"data_time": 0.015546045731753111, "eta_seconds": 28459.96701088734, "fast_rcnn/cls_accuracy": 0.961669921875, "fast_rcnn/false_negative": 0.2389119889119889, "fast_rcnn/fg_cls_accuracy": 0.7110387826851241, "iteration": 241699, "loss_box_reg": 0.17781370412558317, "loss_cls": 0.1329205841757357, "loss_mask": 0.22676877677440643, "loss_rpn_cls": 0.022520788304973394, "loss_rpn_loc": 0.07515641581267118, "lr": 1e-05, "mask_rcnn/accuracy": 0.8982834479945825, "mask_rcnn/false_negative": 0.09131763901580744, "mask_rcnn/false_positive": 0.10135225421006702, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0087192188948393, "total_loss": 0.6430708898697048}
{"data_time": 0.01842897804453969, "eta_seconds": 28405.500128902495, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2330691642651297, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 241719, "loss_box_reg": 0.19422772340476513, "loss_cls": 0.14574335515499115, "loss_mask": 0.209136962890625, "loss_rpn_cls": 0.02421807893551886, "loss_rpn_loc": 0.061773210181854665, "lr": 1e-05, "mask_rcnn/accuracy": 0.9117198956132095, "mask_rcnn/false_negative": 0.0848356546763091, "mask_rcnn/false_positive": 0.08497959788713597, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9774971851147711, "total_loss": 0.6388445501797833}
{"data_time": 0.015833860263228416, "eta_seconds": 28388.984728027135, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.23292192881745122, "fast_rcnn/fg_cls_accuracy": 0.7297780959198282, "iteration": 241739, "loss_box_reg": 0.19181199744343758, "loss_cls": 0.143963229842484, "loss_mask": 0.21125262323766947, "loss_rpn_cls": 0.026198407053016126, "loss_rpn_loc": 0.055019588908180594, "lr": 1e-05, "mask_rcnn/accuracy": 0.9303117722509279, "mask_rcnn/false_negative": 0.07061811609145835, "mask_rcnn/false_positive": 0.0727987634194669, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.9977565724402666, "total_loss": 0.6368893146282062}
{"data_time": 0.022224234882742167, "eta_seconds": 28399.62785821408, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2676734273956496, "fast_rcnn/fg_cls_accuracy": 0.7217180883242589, "iteration": 241759, "loss_box_reg": 0.20980041846632957, "loss_cls": 0.1495799757540226, "loss_mask": 0.22130616009235382, "loss_rpn_cls": 0.025633446173742414, "loss_rpn_loc": 0.07021561544388533, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033929373636247, "mask_rcnn/false_negative": 0.09103584950972951, "mask_rcnn/false_positive": 0.10764222585538663, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0279445890337229, "total_loss": 0.7199978982098401}
{"data_time": 0.01805183244869113, "eta_seconds": 28361.724494760856, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.25291288893957536, "fast_rcnn/fg_cls_accuracy": 0.7016282344657631, "iteration": 241779, "loss_box_reg": 0.1929555255919695, "loss_cls": 0.1456579603254795, "loss_mask": 0.22819115966558456, "loss_rpn_cls": 0.023151499161031097, "loss_rpn_loc": 0.061640040250495076, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063302277602329, "mask_rcnn/false_negative": 0.08082775757564381, "mask_rcnn/false_positive": 0.09673729347959328, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.002823207527399, "total_loss": 0.6598812456359155}
{"data_time": 0.015257078688591719, "eta_seconds": 28321.008178498596, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.25593099476152603, "fast_rcnn/fg_cls_accuracy": 0.7121463946948712, "iteration": 241799, "loss_box_reg": 0.21189854852855206, "loss_cls": 0.15868726931512356, "loss_mask": 0.21767756901681423, "loss_rpn_cls": 0.024286748841404915, "loss_rpn_loc": 0.0677548703388311, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983747413506971, "mask_rcnn/false_negative": 0.09847932660294123, "mask_rcnn/false_positive": 0.108262616095989, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9872620855458081, "total_loss": 0.6839699665433727}
{"data_time": 0.017842316068708897, "eta_seconds": 28305.056351926178, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2401685393258427, "fast_rcnn/fg_cls_accuracy": 0.736106346483705, "iteration": 241819, "loss_box_reg": 0.1918368898332119, "loss_cls": 0.13578748516738415, "loss_mask": 0.2162015326321125, "loss_rpn_cls": 0.022533061681315303, "loss_rpn_loc": 0.06741417618468404, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997757276434399, "mask_rcnn/false_negative": 0.07766845063855765, "mask_rcnn/false_positive": 0.1139182944002439, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0073564667254686, "total_loss": 0.6460581787250703}
{"data_time": 0.014849612023681402, "eta_seconds": 28301.42316699028, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.23093271506544946, "fast_rcnn/fg_cls_accuracy": 0.7289766598019025, "iteration": 241839, "loss_box_reg": 0.1984013756737113, "loss_cls": 0.14490140788257122, "loss_mask": 0.21495352871716022, "loss_rpn_cls": 0.028251464071217924, "loss_rpn_loc": 0.07413332664873451, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114566633447434, "mask_rcnn/false_negative": 0.09075352197239868, "mask_rcnn/false_positive": 0.09807626953355816, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.008022935129702, "total_loss": 0.6685675971675664}
{"data_time": 0.022629518527537584, "eta_seconds": 28268.43702217564, "fast_rcnn/cls_accuracy": 0.961181640625, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.8045454545454546, "iteration": 241859, "loss_box_reg": 0.18824724107980728, "loss_cls": 0.13753506168723106, "loss_mask": 0.20747436862438917, "loss_rpn_cls": 0.019262667425209656, "loss_rpn_loc": 0.05800391477532685, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063541286755572, "mask_rcnn/false_negative": 0.08990901329094371, "mask_rcnn/false_positive": 0.10131516764143123, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9690058869309723, "total_loss": 0.6134391158120707}
{"data_time": 0.018890706356614828, "eta_seconds": 28268.820920176804, "fast_rcnn/cls_accuracy": 0.959228515625, "fast_rcnn/false_negative": 0.17967881073162792, "fast_rcnn/fg_cls_accuracy": 0.7916541353383459, "iteration": 241879, "loss_box_reg": 0.19342689495533705, "loss_cls": 0.14250877033919096, "loss_mask": 0.2083298023790121, "loss_rpn_cls": 0.019980213313829154, "loss_rpn_loc": 0.06141009903512895, "lr": 1e-05, "mask_rcnn/accuracy": 0.9159392722808622, "mask_rcnn/false_negative": 0.07688671104910187, "mask_rcnn/false_positive": 0.09669664401355463, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0222812592983246, "total_loss": 0.6116195814392995}
{"data_time": 0.019643070176243782, "eta_seconds": 28241.121839219704, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23398699872148093, "fast_rcnn/fg_cls_accuracy": 0.7561881188118812, "iteration": 241899, "loss_box_reg": 0.1741899261251092, "loss_cls": 0.13652214081957936, "loss_mask": 0.21500696800649166, "loss_rpn_cls": 0.02200398442801088, "loss_rpn_loc": 0.055210425052791834, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038297213945364, "mask_rcnn/false_negative": 0.08309589515097025, "mask_rcnn/false_positive": 0.10057056631685884, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9890581853687763, "total_loss": 0.6075522338214796}
{"data_time": 0.015223490074276924, "eta_seconds": 28251.860270798206, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.21302798743612583, "fast_rcnn/fg_cls_accuracy": 0.7577920803736118, "iteration": 241919, "loss_box_reg": 0.20012477412819862, "loss_cls": 0.1538707297295332, "loss_mask": 0.21346135810017586, "loss_rpn_cls": 0.02358155134425033, "loss_rpn_loc": 0.0814828195143491, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063119293554853, "mask_rcnn/false_negative": 0.08528811803125402, "mask_rcnn/false_positive": 0.11145970990001756, "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": 1.0111481687054038, "total_loss": 0.6811272520571947}
{"data_time": 0.017586123198270798, "eta_seconds": 28208.503379095346, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.3206365751231155, "fast_rcnn/fg_cls_accuracy": 0.6684610814022579, "iteration": 241939, "loss_box_reg": 0.19046187866479158, "loss_cls": 0.1400949889793992, "loss_mask": 0.2136256992816925, "loss_rpn_cls": 0.02375521301291883, "loss_rpn_loc": 0.06888953770976514, "lr": 1e-05, "mask_rcnn/accuracy": 0.907969352411191, "mask_rcnn/false_negative": 0.08097356900875431, "mask_rcnn/false_positive": 0.10731925925972435, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9757179748266935, "total_loss": 0.640955749549903}
{"data_time": 0.015455034095793962, "eta_seconds": 28185.40386877954, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.21175471038032884, "fast_rcnn/fg_cls_accuracy": 0.7598267716535433, "iteration": 241959, "loss_box_reg": 0.18905144929885864, "loss_cls": 0.14720884710550308, "loss_mask": 0.22256855852901936, "loss_rpn_cls": 0.02451999724144116, "loss_rpn_loc": 0.07188562559895217, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061756844900002, "mask_rcnn/false_negative": 0.08844306036696674, "mask_rcnn/false_positive": 0.10278265709285764, "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": 1.00408985465765, "total_loss": 0.6637714396929368}
{"data_time": 0.013753172475844622, "eta_seconds": 28168.4479980357, "fast_rcnn/cls_accuracy": 0.960693359375, "fast_rcnn/false_negative": 0.2202712746191007, "fast_rcnn/fg_cls_accuracy": 0.7137008381689233, "iteration": 241979, "loss_box_reg": 0.1899808533489704, "loss_cls": 0.14879841543734074, "loss_mask": 0.20775802619755268, "loss_rpn_cls": 0.02822341292630881, "loss_rpn_loc": 0.07408364280126989, "lr": 1e-05, "mask_rcnn/accuracy": 0.9152085273512598, "mask_rcnn/false_negative": 0.07476971039584904, "mask_rcnn/false_positive": 0.09875500783484223, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9801089069806039, "total_loss": 0.6245046213734895}
{"data_time": 0.018009135499596596, "eta_seconds": 28140.619626268744, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2371700879765396, "fast_rcnn/fg_cls_accuracy": 0.7534946236559139, "iteration": 241999, "loss_box_reg": 0.19735826924443245, "loss_cls": 0.14766521099954844, "loss_mask": 0.2210790105164051, "loss_rpn_cls": 0.024590114247985184, "loss_rpn_loc": 0.06284293066710234, "lr": 1e-05, "mask_rcnn/accuracy": 0.9133936840865379, "mask_rcnn/false_negative": 0.08642093753901663, "mask_rcnn/false_positive": 0.09581568936851317, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.987134933937341, "total_loss": 0.6710476017324254}
{"data_time": 0.020556132309138775, "eta_seconds": 28125.09273353964, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27827134170417755, "fast_rcnn/fg_cls_accuracy": 0.6937037037037037, "iteration": 242019, "loss_box_reg": 0.20147959934547544, "loss_cls": 0.13412413001060486, "loss_mask": 0.21242615766823292, "loss_rpn_cls": 0.024647812184412032, "loss_rpn_loc": 0.0651099516544491, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049593815513627, "mask_rcnn/false_negative": 0.0879629676511626, "mask_rcnn/false_positive": 0.09712858243735865, "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": 1.0383392972871661, "total_loss": 0.6357620122143999}
{"data_time": 0.01933653326705098, "eta_seconds": 28086.012428551912, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.24999029302132947, "fast_rcnn/fg_cls_accuracy": 0.7263431455215899, "iteration": 242039, "loss_box_reg": 0.19364053383469582, "loss_cls": 0.146067270077765, "loss_mask": 0.2137965764850378, "loss_rpn_cls": 0.02396269276505336, "loss_rpn_loc": 0.057682550279423594, "lr": 1e-05, "mask_rcnn/accuracy": 0.9117423034554731, "mask_rcnn/false_negative": 0.08184401251098958, "mask_rcnn/false_positive": 0.08526830014184628, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0020614243112504, "total_loss": 0.6532512860139832}
{"data_time": 0.016853762790560722, "eta_seconds": 28061.529165711254, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2059754521963824, "fast_rcnn/fg_cls_accuracy": 0.7541293293506863, "iteration": 242059, "loss_box_reg": 0.18812394328415394, "loss_cls": 0.1400278965011239, "loss_mask": 0.21526657789945602, "loss_rpn_cls": 0.02221811335766688, "loss_rpn_loc": 0.06374255451373756, "lr": 1e-05, "mask_rcnn/accuracy": 0.9161286705048992, "mask_rcnn/false_negative": 0.07264977770704387, "mask_rcnn/false_positive": 0.0943189672110809, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9961225143633783, "total_loss": 0.6490250321221538}
{"data_time": 0.014145261142402887, "eta_seconds": 28027.46330562979, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.18676980913823021, "fast_rcnn/fg_cls_accuracy": 0.7763145069583581, "iteration": 242079, "loss_box_reg": 0.20100063644349575, "loss_cls": 0.14010522980242968, "loss_mask": 0.20348409563302994, "loss_rpn_cls": 0.025026705930940807, "loss_rpn_loc": 0.0553650560323149, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103730966070639, "mask_rcnn/false_negative": 0.08699371478440898, "mask_rcnn/false_positive": 0.10167856962579559, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0047708489000797, "total_loss": 0.6330550772836432}
{"data_time": 0.014090860728174448, "eta_seconds": 28007.386326184496, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22865853658536583, "fast_rcnn/fg_cls_accuracy": 0.7550813008130082, "iteration": 242099, "loss_box_reg": 0.20004742871969938, "loss_cls": 0.15024788957089186, "loss_mask": 0.21514063701033592, "loss_rpn_cls": 0.024543214356526732, "loss_rpn_loc": 0.07218329003080726, "lr": 1e-05, "mask_rcnn/accuracy": 0.9001683863011988, "mask_rcnn/false_negative": 0.07707645340253577, "mask_rcnn/false_positive": 0.11121284932404915, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0177801917307079, "total_loss": 0.6575898650335148}
{"data_time": 0.014890729449689388, "eta_seconds": 27960.41028423235, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.21722225797455863, "fast_rcnn/fg_cls_accuracy": 0.7572459422723274, "iteration": 242119, "loss_box_reg": 0.2094885464757681, "loss_cls": 0.16103290021419525, "loss_mask": 0.22622911259531975, "loss_rpn_cls": 0.021425923914648592, "loss_rpn_loc": 0.0678298445418477, "lr": 1e-05, "mask_rcnn/accuracy": 0.905798455194331, "mask_rcnn/false_negative": 0.08724348361370557, "mask_rcnn/false_positive": 0.11111167446433456, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.011793427169323, "total_loss": 0.7041232217452489}
{"data_time": 0.023360179737210274, "eta_seconds": 27940.352601101622, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.25476445123503944, "fast_rcnn/fg_cls_accuracy": 0.7060639070442991, "iteration": 242139, "loss_box_reg": 0.17510634288191795, "loss_cls": 0.12834863923490047, "loss_mask": 0.21618923544883728, "loss_rpn_cls": 0.027026615105569363, "loss_rpn_loc": 0.06834522518329322, "lr": 1e-05, "mask_rcnn/accuracy": 0.9071690851665342, "mask_rcnn/false_negative": 0.07898315370430378, "mask_rcnn/false_positive": 0.10747054586118367, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.9754645340144634, "total_loss": 0.6419877575244755}
{"data_time": 0.023773853667080402, "eta_seconds": 27979.81608554721, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2175060552910716, "fast_rcnn/fg_cls_accuracy": 0.739385509396637, "iteration": 242159, "loss_box_reg": 0.2149462318047881, "loss_cls": 0.159312610514462, "loss_mask": 0.22248616628348827, "loss_rpn_cls": 0.02529969805618748, "loss_rpn_loc": 0.0708482526242733, "lr": 1e-05, "mask_rcnn/accuracy": 0.9185054777893753, "mask_rcnn/false_negative": 0.07477551939983562, "mask_rcnn/false_positive": 0.10498581533899572, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0394027903676033, "total_loss": 0.6947296841535717}
{"data_time": 0.01646142266690731, "eta_seconds": 27968.390069212765, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23635105204872647, "fast_rcnn/fg_cls_accuracy": 0.7543466223698783, "iteration": 242179, "loss_box_reg": 0.19455773755908012, "loss_cls": 0.1440050471574068, "loss_mask": 0.21297280676662922, "loss_rpn_cls": 0.024709878372959793, "loss_rpn_loc": 0.06527400854974985, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070319093999417, "mask_rcnn/false_negative": 0.07968481438373409, "mask_rcnn/false_positive": 0.09674996815092292, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0124698216095567, "total_loss": 0.7126419815467671}
{"data_time": 0.015856815967708826, "eta_seconds": 27948.283390514553, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25032292231780723, "fast_rcnn/fg_cls_accuracy": 0.748467044119218, "iteration": 242199, "loss_box_reg": 0.20439761877059937, "loss_cls": 0.15294221136718988, "loss_mask": 0.22538628987967968, "loss_rpn_cls": 0.025080317514948547, "loss_rpn_loc": 0.06823290511965752, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015953384824968, "mask_rcnn/false_negative": 0.09280145105276898, "mask_rcnn/false_positive": 0.09923333259252395, "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": 0.9776076124981046, "total_loss": 0.6891181147657335}
{"data_time": 0.013319342862814665, "eta_seconds": 27889.370440542698, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2544269190325973, "fast_rcnn/fg_cls_accuracy": 0.7388964942562942, "iteration": 242219, "loss_box_reg": 0.21013173088431358, "loss_cls": 0.14028591802343726, "loss_mask": 0.21894572861492634, "loss_rpn_cls": 0.024235870921984315, "loss_rpn_loc": 0.06768730375915766, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049148586879547, "mask_rcnn/false_negative": 0.07873963430547681, "mask_rcnn/false_positive": 0.09756977209954752, "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": 0.9618984181433916, "total_loss": 0.6864016862236895}
{"data_time": 0.015507881995290518, "eta_seconds": 27866.84747006744, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24137876736056435, "fast_rcnn/fg_cls_accuracy": 0.7231303140725316, "iteration": 242239, "loss_box_reg": 0.1855075815692544, "loss_cls": 0.14309500064700842, "loss_mask": 0.21899943053722382, "loss_rpn_cls": 0.024244058644399047, "loss_rpn_loc": 0.06530458037741482, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055758487216091, "mask_rcnn/false_negative": 0.08852884772863626, "mask_rcnn/false_positive": 0.10312634872083226, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9966893624514341, "total_loss": 0.6276385252131149}
{"data_time": 0.018042345065623522, "eta_seconds": 27816.448379419744, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.25890465256136896, "fast_rcnn/fg_cls_accuracy": 0.7248746614418256, "iteration": 242259, "loss_box_reg": 0.17354168090969324, "loss_cls": 0.13806513976305723, "loss_mask": 0.20902581326663494, "loss_rpn_cls": 0.024199766339734197, "loss_rpn_loc": 0.06532131461426616, "lr": 1e-05, "mask_rcnn/accuracy": 0.9136496657431803, "mask_rcnn/false_negative": 0.08549865510346852, "mask_rcnn/false_positive": 0.08883888134519131, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9774466659873724, "total_loss": 0.6089380806079134}
{"data_time": 0.015119154937565327, "eta_seconds": 27794.335421584547, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.22246680642907057, "fast_rcnn/fg_cls_accuracy": 0.7601517637407711, "iteration": 242279, "loss_box_reg": 0.2007894841954112, "loss_cls": 0.13650708738714457, "loss_mask": 0.20862759556621313, "loss_rpn_cls": 0.02334493090165779, "loss_rpn_loc": 0.0661193123087287, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148102903133084, "mask_rcnn/false_negative": 0.08118068519670694, "mask_rcnn/false_positive": 0.09232802089557116, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 233.625, "rpn/num_pos_anchors": 22.375, "time": 0.9931132653728127, "total_loss": 0.6290949533577077}
{"data_time": 0.016836831346154213, "eta_seconds": 27768.56468426995, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24779156327543425, "fast_rcnn/fg_cls_accuracy": 0.7289452495974236, "iteration": 242299, "loss_box_reg": 0.2102748891338706, "loss_cls": 0.1598153980448842, "loss_mask": 0.228895902633667, "loss_rpn_cls": 0.02672621002420783, "loss_rpn_loc": 0.07540046190842986, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009835116129674, "mask_rcnn/false_negative": 0.08830498950693275, "mask_rcnn/false_positive": 0.10771121773995829, "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": 0.9922251338139176, "total_loss": 0.7101862670970149}
{"data_time": 0.013305098284035921, "eta_seconds": 27730.453039184213, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.23060540101438257, "fast_rcnn/fg_cls_accuracy": 0.7500627889454248, "iteration": 242319, "loss_box_reg": 0.20019233226776123, "loss_cls": 0.15198813937604427, "loss_mask": 0.219731867313385, "loss_rpn_cls": 0.023518213187344372, "loss_rpn_loc": 0.06952136347535998, "lr": 1e-05, "mask_rcnn/accuracy": 0.9063853400976047, "mask_rcnn/false_negative": 0.08805460810173693, "mask_rcnn/false_positive": 0.09909950746396237, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 0.9787960471585393, "total_loss": 0.6682446228805929}
{"data_time": 0.01701972261071205, "eta_seconds": 27734.174522403628, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2489590248023656, "fast_rcnn/fg_cls_accuracy": 0.730000121783396, "iteration": 242339, "loss_box_reg": 0.21503816545009613, "loss_cls": 0.14475306030362844, "loss_mask": 0.2252862025052309, "loss_rpn_cls": 0.024361422169022262, "loss_rpn_loc": 0.07488841726444662, "lr": 1e-05, "mask_rcnn/accuracy": 0.9049058074589416, "mask_rcnn/false_negative": 0.08909986476698911, "mask_rcnn/false_positive": 0.09612826057783977, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0039811097085476, "total_loss": 0.6975257304729894}
{"data_time": 0.0175386187620461, "eta_seconds": 27729.32147346437, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.2759999427786679, "fast_rcnn/fg_cls_accuracy": 0.7184853513389792, "iteration": 242359, "loss_box_reg": 0.21643070690333843, "loss_cls": 0.1511178808286786, "loss_mask": 0.2284174244850874, "loss_rpn_cls": 0.023747149360133335, "loss_rpn_loc": 0.06954283034428954, "lr": 1e-05, "mask_rcnn/accuracy": 0.8941168964303756, "mask_rcnn/false_negative": 0.10254567093538326, "mask_rcnn/false_positive": 0.11966562968675018, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0301783634349704, "total_loss": 0.6951230491686147}
{"data_time": 0.02257491135969758, "eta_seconds": 27709.256841428578, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22921288490549294, "fast_rcnn/fg_cls_accuracy": 0.7660103915752593, "iteration": 242379, "loss_box_reg": 0.18210237752646208, "loss_cls": 0.1362989153712988, "loss_mask": 0.20588942244648933, "loss_rpn_cls": 0.021029079449363053, "loss_rpn_loc": 0.05191771895624697, "lr": 1e-05, "mask_rcnn/accuracy": 0.9136828877204499, "mask_rcnn/false_negative": 0.07895604879666841, "mask_rcnn/false_positive": 0.09012259899590933, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0065895058214664, "total_loss": 0.6000600961269811}
{"data_time": 0.017540089320391417, "eta_seconds": 27689.192209392786, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24503338218531184, "fast_rcnn/fg_cls_accuracy": 0.7451182303585049, "iteration": 242399, "loss_box_reg": 0.19367402768693864, "loss_cls": 0.12867643567733467, "loss_mask": 0.20929596945643425, "loss_rpn_cls": 0.02237533952575177, "loss_rpn_loc": 0.06366105494089425, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076742694956171, "mask_rcnn/false_negative": 0.09272890682044405, "mask_rcnn/false_positive": 0.11426102736385489, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.034809272736311, "total_loss": 0.6111405741248745}
{"data_time": 0.015852264128625393, "eta_seconds": 27680.42267189361, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22221810364000297, "fast_rcnn/fg_cls_accuracy": 0.7305952998739713, "iteration": 242419, "loss_box_reg": 0.1990402191877365, "loss_cls": 0.15237095789052546, "loss_mask": 0.20851616747677326, "loss_rpn_cls": 0.020462764747207984, "loss_rpn_loc": 0.07055957079865038, "lr": 1e-05, "mask_rcnn/accuracy": 0.8948457619923589, "mask_rcnn/false_negative": 0.09394660052029014, "mask_rcnn/false_positive": 0.10432248391218502, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9931066744029522, "total_loss": 0.680390965542756}
{"data_time": 0.013841441832482815, "eta_seconds": 27660.349849071354, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.21004657782378056, "fast_rcnn/fg_cls_accuracy": 0.7619566840926064, "iteration": 242439, "loss_box_reg": 0.192192149348557, "loss_cls": 0.14095958601683378, "loss_mask": 0.20900585316121578, "loss_rpn_cls": 0.024160190019756556, "loss_rpn_loc": 0.06733879214152694, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030571296999661, "mask_rcnn/false_negative": 0.0812901510443039, "mask_rcnn/false_positive": 0.10311660616206364, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0017613731324673, "total_loss": 0.6389602769049816}
{"data_time": 0.01728632068261504, "eta_seconds": 27570.661442019045, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2264424288233812, "fast_rcnn/fg_cls_accuracy": 0.7540035587188612, "iteration": 242459, "loss_box_reg": 0.18769768439233303, "loss_cls": 0.13812786247581244, "loss_mask": 0.2095856759697199, "loss_rpn_cls": 0.022788216127082705, "loss_rpn_loc": 0.05189668550156057, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067628079044343, "mask_rcnn/false_negative": 0.07965025059065405, "mask_rcnn/false_positive": 0.1082850390345948, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9721346031874418, "total_loss": 0.638808355492074}
{"data_time": 0.01711958972737193, "eta_seconds": 27545.05357861519, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.19886489479512737, "fast_rcnn/fg_cls_accuracy": 0.7883767396996004, "iteration": 242479, "loss_box_reg": 0.18954130820930004, "loss_cls": 0.13044136064127088, "loss_mask": 0.21412666141986847, "loss_rpn_cls": 0.020160159707302228, "loss_rpn_loc": 0.05640808632597327, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099875415282392, "mask_rcnn/false_negative": 0.08428781032554883, "mask_rcnn/false_positive": 0.09618024253545095, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.969107726123184, "total_loss": 0.6192719772225246}
{"data_time": 0.0155517035163939, "eta_seconds": 27570.28006017208, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.20763917668186213, "fast_rcnn/fg_cls_accuracy": 0.7524409151860543, "iteration": 242499, "loss_box_reg": 0.18368766456842422, "loss_cls": 0.13088392047211528, "loss_mask": 0.2135128527879715, "loss_rpn_cls": 0.017623842315515503, "loss_rpn_loc": 0.06009945482946932, "lr": 1e-05, "mask_rcnn/accuracy": 0.9145423952906298, "mask_rcnn/false_negative": 0.07682493907674254, "mask_rcnn/false_positive": 0.08674273272345986, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0276393201202154, "total_loss": 0.6036914775613695}
{"data_time": 0.022129544522613287, "eta_seconds": 27510.59464149177, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2497922669342916, "fast_rcnn/fg_cls_accuracy": 0.744062329377281, "iteration": 242519, "loss_box_reg": 0.1862081012222916, "loss_cls": 0.13986743707209826, "loss_mask": 0.20766006037592888, "loss_rpn_cls": 0.019764981378102675, "loss_rpn_loc": 0.05276345764286816, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045162644664306, "mask_rcnn/false_negative": 0.09094145751181451, "mask_rcnn/false_positive": 0.10467841350251042, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9773802435956895, "total_loss": 0.6163169396459125}
{"data_time": 0.016245365608483553, "eta_seconds": 27533.638191800565, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.25009716040870056, "fast_rcnn/fg_cls_accuracy": 0.7181715520204252, "iteration": 242539, "loss_box_reg": 0.2063256714027375, "loss_cls": 0.14054723223671317, "loss_mask": 0.22619292233139277, "loss_rpn_cls": 0.022862285608425736, "loss_rpn_loc": 0.058511044131591916, "lr": 1e-05, "mask_rcnn/accuracy": 0.8923884609298833, "mask_rcnn/false_negative": 0.09838483007520898, "mask_rcnn/false_positive": 0.11249014206597731, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0162828797474504, "total_loss": 0.6652677507372573}
{"data_time": 0.02172369183972478, "eta_seconds": 27455.305362716317, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2716251638269987, "fast_rcnn/fg_cls_accuracy": 0.7206077049302603, "iteration": 242559, "loss_box_reg": 0.20581577345728874, "loss_cls": 0.14696756564080715, "loss_mask": 0.217159666121006, "loss_rpn_cls": 0.026943102246150374, "loss_rpn_loc": 0.0764957659994252, "lr": 1e-05, "mask_rcnn/accuracy": 0.905201288148874, "mask_rcnn/false_negative": 0.08708450232039738, "mask_rcnn/false_positive": 0.09601467284038004, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9840645790100098, "total_loss": 0.7056942210765556}
{"data_time": 0.014985254034399986, "eta_seconds": 27407.622511368245, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2333842627960275, "fast_rcnn/fg_cls_accuracy": 0.7427305600382523, "iteration": 242579, "loss_box_reg": 0.2104033399373293, "loss_cls": 0.1544669922441244, "loss_mask": 0.21722890809178352, "loss_rpn_cls": 0.025340995867736638, "loss_rpn_loc": 0.05808497755788267, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113098878695209, "mask_rcnn/false_negative": 0.078873328298733, "mask_rcnn/false_positive": 0.10253595531707033, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9995163385756314, "total_loss": 0.6658250506734475}
{"data_time": 0.02031536353752017, "eta_seconds": 27379.103650338948, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23575498575498577, "fast_rcnn/fg_cls_accuracy": 0.7496721231845339, "iteration": 242599, "loss_box_reg": 0.2068949155509472, "loss_cls": 0.14140229881741107, "loss_mask": 0.21585088595747948, "loss_rpn_cls": 0.027087593160104007, "loss_rpn_loc": 0.07293787121307105, "lr": 1e-05, "mask_rcnn/accuracy": 0.9057423821053213, "mask_rcnn/false_negative": 0.07876779878853787, "mask_rcnn/false_positive": 0.10174473910416156, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0152582861483097, "total_loss": 0.6602120326133445}
{"data_time": 0.01400144724175334, "eta_seconds": 27359.11890314892, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.21692240004399715, "fast_rcnn/fg_cls_accuracy": 0.7705191320882498, "iteration": 242619, "loss_box_reg": 0.208272997289896, "loss_cls": 0.156339256092906, "loss_mask": 0.21527883410453796, "loss_rpn_cls": 0.024472083314321935, "loss_rpn_loc": 0.06547254091128707, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083696682594139, "mask_rcnn/false_negative": 0.07684347860628027, "mask_rcnn/false_positive": 0.11049513878730077, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.01131432922557, "total_loss": 0.6782898343808483}
{"data_time": 0.013577332254499197, "eta_seconds": 27345.862563103437, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2309630658546141, "fast_rcnn/fg_cls_accuracy": 0.7639348933290593, "iteration": 242639, "loss_box_reg": 0.16575240436941385, "loss_cls": 0.13488906295970082, "loss_mask": 0.20830589532852173, "loss_rpn_cls": 0.02011034038150683, "loss_rpn_loc": 0.055549908662214875, "lr": 1e-05, "mask_rcnn/accuracy": 0.911141605711864, "mask_rcnn/false_negative": 0.0839326740276618, "mask_rcnn/false_positive": 0.09455252420963992, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0067246672697365, "total_loss": 0.5921456174692139}
{"data_time": 0.02510582795366645, "eta_seconds": 27305.27934877202, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.1911070780399274, "fast_rcnn/fg_cls_accuracy": 0.7772960054626152, "iteration": 242659, "loss_box_reg": 0.18052956368774176, "loss_cls": 0.13857329729944468, "loss_mask": 0.22111008130013943, "loss_rpn_cls": 0.02113968797493726, "loss_rpn_loc": 0.053826656308956444, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081516630675839, "mask_rcnn/false_negative": 0.0856447508229248, "mask_rcnn/false_positive": 0.10631192965594485, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9673952534794807, "total_loss": 0.622582639567554}
{"data_time": 0.014756005723029375, "eta_seconds": 27292.42649961263, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2328163771712159, "fast_rcnn/fg_cls_accuracy": 0.7460756345548972, "iteration": 242679, "loss_box_reg": 0.18370536155998707, "loss_cls": 0.13911796314641833, "loss_mask": 0.20673697721213102, "loss_rpn_cls": 0.02198007225524634, "loss_rpn_loc": 0.05847768927924335, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997464426947249, "mask_rcnn/false_negative": 0.09397368785683893, "mask_rcnn/false_positive": 0.10412757745600851, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.997702106833458, "total_loss": 0.6362545755400788}
{"data_time": 0.017442335840314627, "eta_seconds": 27251.525916159153, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.22794467343056435, "fast_rcnn/fg_cls_accuracy": 0.7315332759609867, "iteration": 242699, "loss_box_reg": 0.19055456295609474, "loss_cls": 0.1467614183202386, "loss_mask": 0.21256779693067074, "loss_rpn_cls": 0.02409993382752873, "loss_rpn_loc": 0.07490414986386895, "lr": 1e-05, "mask_rcnn/accuracy": 0.9064480105639107, "mask_rcnn/false_negative": 0.08763962572778694, "mask_rcnn/false_positive": 0.11383091196782652, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9848287482745945, "total_loss": 0.6652163742110133}
{"data_time": 0.01957875397056341, "eta_seconds": 27265.903900638223, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.22992568125516102, "fast_rcnn/fg_cls_accuracy": 0.7541964285714285, "iteration": 242719, "loss_box_reg": 0.21087557263672352, "loss_cls": 0.15158977080136538, "loss_mask": 0.2218725923448801, "loss_rpn_cls": 0.025066144298762083, "loss_rpn_loc": 0.06270930380560458, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088757980527646, "mask_rcnn/false_negative": 0.09223342071116071, "mask_rcnn/false_positive": 0.10191875748871851, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0297384369187057, "total_loss": 0.7028388241305947}
{"data_time": 0.018998933024704456, "eta_seconds": 27252.931082267314, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.22199820788530467, "fast_rcnn/fg_cls_accuracy": 0.769300471185212, "iteration": 242739, "loss_box_reg": 0.1913393083959818, "loss_cls": 0.1348312539048493, "loss_mask": 0.20800365135073662, "loss_rpn_cls": 0.023263452225364745, "loss_rpn_loc": 0.05888056894764304, "lr": 1e-05, "mask_rcnn/accuracy": 0.9056430566265705, "mask_rcnn/false_negative": 0.08382148834511305, "mask_rcnn/false_positive": 0.09737787822699442, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0066375155001879, "total_loss": 0.6087004673900083}
{"data_time": 0.014403303619474173, "eta_seconds": 27219.22567281872, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.2145048203330412, "fast_rcnn/fg_cls_accuracy": 0.7817460317460317, "iteration": 242759, "loss_box_reg": 0.21436195448040962, "loss_cls": 0.14410012681037188, "loss_mask": 0.22063721902668476, "loss_rpn_cls": 0.026820717961527407, "loss_rpn_loc": 0.06175992242060602, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034005856944005, "mask_rcnn/false_negative": 0.08259199979568473, "mask_rcnn/false_positive": 0.10115941581728605, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9969240841455758, "total_loss": 0.6807770567247644}
{"data_time": 0.014309767168015242, "eta_seconds": 27185.61409059912, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23217252571931563, "fast_rcnn/fg_cls_accuracy": 0.720539743867304, "iteration": 242779, "loss_box_reg": 0.20232098829001188, "loss_cls": 0.13873729668557644, "loss_mask": 0.22480609267950058, "loss_rpn_cls": 0.022217436926439404, "loss_rpn_loc": 0.06012955098412931, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021782931195307, "mask_rcnn/false_negative": 0.09673282628138433, "mask_rcnn/false_positive": 0.10716508899239119, "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": 0.990973305888474, "total_loss": 0.6537448810704518}
{"data_time": 0.022137183230370283, "eta_seconds": 27172.547613084316, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2072125764663548, "fast_rcnn/fg_cls_accuracy": 0.7507903055848262, "iteration": 242799, "loss_box_reg": 0.20105565153062344, "loss_cls": 0.14262264501303434, "loss_mask": 0.21826831437647343, "loss_rpn_cls": 0.022898318129591644, "loss_rpn_loc": 0.055373441777192056, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139228739289114, "mask_rcnn/false_negative": 0.07825011993770863, "mask_rcnn/false_positive": 0.09994773572113724, "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": 0.998077405616641, "total_loss": 0.6612686887383461}
{"data_time": 0.014397654216736555, "eta_seconds": 27125.295868786052, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.24219768159681734, "fast_rcnn/fg_cls_accuracy": 0.7302196102690999, "iteration": 242819, "loss_box_reg": 0.19259796384721994, "loss_cls": 0.1382575798779726, "loss_mask": 0.21616613119840622, "loss_rpn_cls": 0.026121148490346968, "loss_rpn_loc": 0.05812023114413023, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041128328015842, "mask_rcnn/false_negative": 0.08874926620699153, "mask_rcnn/false_positive": 0.083536440659367, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 0.9673016020096838, "total_loss": 0.6319064184790477}
{"data_time": 0.013879736885428429, "eta_seconds": 27105.336122009903, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2281579564096555, "fast_rcnn/fg_cls_accuracy": 0.746941858765047, "iteration": 242839, "loss_box_reg": 0.1868015779182315, "loss_cls": 0.13684308994561434, "loss_mask": 0.2169784139841795, "loss_rpn_cls": 0.021018934043240733, "loss_rpn_loc": 0.06543297227472067, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015022255473469, "mask_rcnn/false_negative": 0.09271494543823154, "mask_rcnn/false_positive": 0.10828077492021312, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0159109276719391, "total_loss": 0.6428275529760867}
{"data_time": 0.017560492735356092, "eta_seconds": 27099.77962919511, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24429902677946694, "fast_rcnn/fg_cls_accuracy": 0.7129264589928566, "iteration": 242859, "loss_box_reg": 0.1788152102380991, "loss_cls": 0.1318930834531784, "loss_mask": 0.19987269677221775, "loss_rpn_cls": 0.021280310698784888, "loss_rpn_loc": 0.04897463752422482, "lr": 1e-05, "mask_rcnn/accuracy": 0.9183036566923235, "mask_rcnn/false_negative": 0.0794378560623123, "mask_rcnn/false_positive": 0.09724316846497197, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9996842541731894, "total_loss": 0.5847358441678807}
{"data_time": 0.018161854706704617, "eta_seconds": 27073.38037133217, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2576288256028647, "fast_rcnn/fg_cls_accuracy": 0.7232262332546495, "iteration": 242879, "loss_box_reg": 0.19607632420957088, "loss_cls": 0.15543857123702765, "loss_mask": 0.21171989291906357, "loss_rpn_cls": 0.02440192282665521, "loss_rpn_loc": 0.060104327974841, "lr": 1e-05, "mask_rcnn/accuracy": 0.9120502746553167, "mask_rcnn/false_negative": 0.07545906476124042, "mask_rcnn/false_positive": 0.10508944449021576, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0026492597535253, "total_loss": 0.6651226744288579}
{"data_time": 0.014442883897572756, "eta_seconds": 27059.838907560334, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22920242301867744, "fast_rcnn/fg_cls_accuracy": 0.7381166432377653, "iteration": 242899, "loss_box_reg": 0.19797093141824007, "loss_cls": 0.14603419788181782, "loss_mask": 0.21713090501725674, "loss_rpn_cls": 0.0233100158511661, "loss_rpn_loc": 0.05109270056709647, "lr": 1e-05, "mask_rcnn/accuracy": 0.9157929203646731, "mask_rcnn/false_negative": 0.07693640490593856, "mask_rcnn/false_positive": 0.0955818717106603, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9983690930530429, "total_loss": 0.6571397406514734}
{"data_time": 0.019566392060369253, "eta_seconds": 27033.449131846428, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.24940353763883177, "fast_rcnn/fg_cls_accuracy": 0.7431372549019608, "iteration": 242919, "loss_box_reg": 0.19128000549972057, "loss_cls": 0.1393513740040362, "loss_mask": 0.22535055875778198, "loss_rpn_cls": 0.024424907052889466, "loss_rpn_loc": 0.06309014873113483, "lr": 1e-05, "mask_rcnn/accuracy": 0.9130682351065427, "mask_rcnn/false_negative": 0.07988060182121748, "mask_rcnn/false_positive": 0.09444483594492593, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0068915588781238, "total_loss": 0.6827889219857752}
{"data_time": 0.014181465841829777, "eta_seconds": 27019.89818592556, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26327747142725116, "fast_rcnn/fg_cls_accuracy": 0.7234225819842258, "iteration": 242939, "loss_box_reg": 0.20299833361059427, "loss_cls": 0.1508082547225058, "loss_mask": 0.22040491178631783, "loss_rpn_cls": 0.02297272114083171, "loss_rpn_loc": 0.062422184739261866, "lr": 1e-05, "mask_rcnn/accuracy": 0.903497986108945, "mask_rcnn/false_negative": 0.08576311755302463, "mask_rcnn/false_positive": 0.10399590708340122, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9750527897849679, "total_loss": 0.6621251795440912}
{"data_time": 0.01321285031735897, "eta_seconds": 26993.517892360687, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24635220873389696, "fast_rcnn/fg_cls_accuracy": 0.7444936214527467, "iteration": 242959, "loss_box_reg": 0.18851708620786667, "loss_cls": 0.13963294588029385, "loss_mask": 0.2198435217142105, "loss_rpn_cls": 0.027811395353637636, "loss_rpn_loc": 0.06979380059055984, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060898649600635, "mask_rcnn/false_negative": 0.0812045864603018, "mask_rcnn/false_positive": 0.10665706468821436, "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": 0.9979918873868883, "total_loss": 0.6619580584811047}
{"data_time": 0.013802196830511093, "eta_seconds": 26965.617894576862, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.21731737833242437, "fast_rcnn/fg_cls_accuracy": 0.7699079272400629, "iteration": 242979, "loss_box_reg": 0.21011398220434785, "loss_cls": 0.14434063527733088, "loss_mask": 0.21726615726947784, "loss_rpn_cls": 0.023743065481539816, "loss_rpn_loc": 0.06153280206490308, "lr": 1e-05, "mask_rcnn/accuracy": 0.905366737610833, "mask_rcnn/false_negative": 0.07681624956832445, "mask_rcnn/false_positive": 0.10414171280753073, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9877502410672605, "total_loss": 0.6817756035597995}
{"data_time": 0.01418093591928482, "eta_seconds": 26953.586652874947, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24531160183943285, "fast_rcnn/fg_cls_accuracy": 0.727564652046051, "iteration": 242999, "loss_box_reg": 0.18834025785326958, "loss_cls": 0.13413922395557165, "loss_mask": 0.20970272924751043, "loss_rpn_cls": 0.024162755231373012, "loss_rpn_loc": 0.05964985815808177, "lr": 1e-05, "mask_rcnn/accuracy": 0.908294603899252, "mask_rcnn/false_negative": 0.0863403860370715, "mask_rcnn/false_positive": 0.09942534804493787, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9962663939222693, "total_loss": 0.6093094953976106}
{"data_time": 0.02239827113226056, "eta_seconds": 26942.750393403694, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.24003473286341814, "fast_rcnn/fg_cls_accuracy": 0.7550529163682661, "iteration": 243019, "loss_box_reg": 0.19952217303216457, "loss_cls": 0.14902137219905853, "loss_mask": 0.2156502604484558, "loss_rpn_cls": 0.0237258966662921, "loss_rpn_loc": 0.058566872496157885, "lr": 1e-05, "mask_rcnn/accuracy": 0.9054016220814138, "mask_rcnn/false_negative": 0.08620348395911712, "mask_rcnn/false_positive": 0.0940681268376432, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0069014714099467, "total_loss": 0.6566918275784701}
{"data_time": 0.013656624592840672, "eta_seconds": 26905.738654248416, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.259412997903564, "fast_rcnn/fg_cls_accuracy": 0.7089793009013065, "iteration": 243039, "loss_box_reg": 0.19322050362825394, "loss_cls": 0.14438240136951208, "loss_mask": 0.2122666910290718, "loss_rpn_cls": 0.02578713314142078, "loss_rpn_loc": 0.0739015587605536, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048429783618888, "mask_rcnn/false_negative": 0.08727628877081448, "mask_rcnn/false_positive": 0.1055227518440503, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9617223558016121, "total_loss": 0.6896790328901261}
{"data_time": 0.018071124330163002, "eta_seconds": 26907.676420547068, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.26951776649746195, "fast_rcnn/fg_cls_accuracy": 0.7203299492385786, "iteration": 243059, "loss_box_reg": 0.17771965637803078, "loss_cls": 0.1316672912798822, "loss_mask": 0.20068934373557568, "loss_rpn_cls": 0.021929204813204706, "loss_rpn_loc": 0.056095364736393094, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100454695767196, "mask_rcnn/false_negative": 0.08776501065241371, "mask_rcnn/false_positive": 0.09703769181616607, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0145929642021656, "total_loss": 0.6007640837924555}
{"data_time": 0.015540461987257004, "eta_seconds": 26880.105660203844, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2329420031927651, "fast_rcnn/fg_cls_accuracy": 0.7568232381787986, "iteration": 243079, "loss_box_reg": 0.20276663824915886, "loss_cls": 0.14530604798346758, "loss_mask": 0.2123207412660122, "loss_rpn_cls": 0.022775781922973692, "loss_rpn_loc": 0.06099766446277499, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085110874766107, "mask_rcnn/false_negative": 0.08785855270352864, "mask_rcnn/false_positive": 0.09733868153932619, "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": 0.9806860066018999, "total_loss": 0.6449574842699803}
{"data_time": 0.016129967756569386, "eta_seconds": 26847.40604730323, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2631269349845201, "fast_rcnn/fg_cls_accuracy": 0.726467235648534, "iteration": 243099, "loss_box_reg": 0.21067669615149498, "loss_cls": 0.15802860632538795, "loss_mask": 0.21812613867223263, "loss_rpn_cls": 0.024089960905257612, "loss_rpn_loc": 0.06964860705193132, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021110671030415, "mask_rcnn/false_negative": 0.09306692823058063, "mask_rcnn/false_positive": 0.10605511545002047, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 0.998013406060636, "total_loss": 0.7020622936543077}
{"data_time": 0.017505666706711054, "eta_seconds": 26800.781489610672, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2556107894957631, "fast_rcnn/fg_cls_accuracy": 0.709387222946545, "iteration": 243119, "loss_box_reg": 0.19346993416547775, "loss_cls": 0.1517906440421939, "loss_mask": 0.21894602477550507, "loss_rpn_cls": 0.027141106082126498, "loss_rpn_loc": 0.0743704492924735, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041980261051146, "mask_rcnn/false_negative": 0.08244692699615355, "mask_rcnn/false_positive": 0.10383311931307627, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.982267729472369, "total_loss": 0.68537109461613}
{"data_time": 0.014753163326531649, "eta_seconds": 26780.84043195471, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.23237038893762796, "fast_rcnn/fg_cls_accuracy": 0.7543820517109984, "iteration": 243139, "loss_box_reg": 0.194964743219316, "loss_cls": 0.14489792846143246, "loss_mask": 0.21527511440217495, "loss_rpn_cls": 0.02435508373309858, "loss_rpn_loc": 0.06820309010799974, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125725197481553, "mask_rcnn/false_negative": 0.07218412156594094, "mask_rcnn/false_positive": 0.09692403437541912, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9922135979868472, "total_loss": 0.6487793759733904}
{"data_time": 0.01609335420653224, "eta_seconds": 26731.607468798757, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2574992763062672, "fast_rcnn/fg_cls_accuracy": 0.727648454296093, "iteration": 243159, "loss_box_reg": 0.1913950853049755, "loss_cls": 0.1494526956230402, "loss_mask": 0.2104012556374073, "loss_rpn_cls": 0.027717805351130664, "loss_rpn_loc": 0.060141924768686295, "lr": 1e-05, "mask_rcnn/accuracy": 0.9047258946462531, "mask_rcnn/false_negative": 0.09293544321658662, "mask_rcnn/false_positive": 0.10751478989750143, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0289483298547566, "total_loss": 0.6521411776775494}
{"data_time": 0.02786636771634221, "eta_seconds": 26720.084379622713, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2524321683764293, "fast_rcnn/fg_cls_accuracy": 0.7273857514222206, "iteration": 243179, "loss_box_reg": 0.20746688544750214, "loss_cls": 0.15170094277709723, "loss_mask": 0.2116102185100317, "loss_rpn_cls": 0.023869891301728785, "loss_rpn_loc": 0.07949483895208687, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092009684185576, "mask_rcnn/false_negative": 0.07486993641517597, "mask_rcnn/false_positive": 0.09517550849163475, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.053631723858416, "total_loss": 0.6884120110771619}
{"data_time": 0.01750730536878109, "eta_seconds": 26730.453613959253, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25233435052927167, "fast_rcnn/fg_cls_accuracy": 0.7201426337045078, "iteration": 243199, "loss_box_reg": 0.2163195200264454, "loss_cls": 0.15426011569797993, "loss_mask": 0.22065470553934574, "loss_rpn_cls": 0.02369229047326371, "loss_rpn_loc": 0.06739407009445131, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029228871351496, "mask_rcnn/false_negative": 0.09186716393393381, "mask_rcnn/false_positive": 0.11122812896209014, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 1.0132213179022074, "total_loss": 0.6671840751369018}
{"data_time": 0.015870207455009222, "eta_seconds": 26754.759081052616, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.23119675917162003, "fast_rcnn/fg_cls_accuracy": 0.760796611101942, "iteration": 243219, "loss_box_reg": 0.1947322078049183, "loss_cls": 0.13519732700660825, "loss_mask": 0.20830685831606388, "loss_rpn_cls": 0.024334505200386047, "loss_rpn_loc": 0.05827527982182801, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085906106955077, "mask_rcnn/false_negative": 0.081655934407602, "mask_rcnn/false_positive": 0.10325382817870946, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0402420097962022, "total_loss": 0.6279814447043464}
{"data_time": 0.014187629334628582, "eta_seconds": 26734.777931626886, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22454638453669307, "fast_rcnn/fg_cls_accuracy": 0.7648166201633778, "iteration": 243239, "loss_box_reg": 0.18993401993066072, "loss_cls": 0.1486220620572567, "loss_mask": 0.21475294791162014, "loss_rpn_cls": 0.024612576235085726, "loss_rpn_loc": 0.0701507767662406, "lr": 1e-05, "mask_rcnn/accuracy": 0.9022722891640451, "mask_rcnn/false_negative": 0.08339085999277666, "mask_rcnn/false_positive": 0.1022281305150462, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9854954965412617, "total_loss": 0.6438957008067518}
{"data_time": 0.015557552687823772, "eta_seconds": 26714.796782201156, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25724992904873706, "fast_rcnn/fg_cls_accuracy": 0.7193232539539204, "iteration": 243259, "loss_box_reg": 0.19337671622633934, "loss_cls": 0.1568721467629075, "loss_mask": 0.21695601381361485, "loss_rpn_cls": 0.028498852159827948, "loss_rpn_loc": 0.0811475683003664, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088765968986019, "mask_rcnn/false_negative": 0.09017003596817232, "mask_rcnn/false_positive": 0.09965030927797884, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9806301505304873, "total_loss": 0.6926827137940563}
{"data_time": 0.014875765424221754, "eta_seconds": 26694.815632775426, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.19915051010039425, "fast_rcnn/fg_cls_accuracy": 0.7670283303194696, "iteration": 243279, "loss_box_reg": 0.19102201517671347, "loss_cls": 0.1476130848750472, "loss_mask": 0.21917958743870258, "loss_rpn_cls": 0.025421699043363333, "loss_rpn_loc": 0.06462798232678324, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089581935753244, "mask_rcnn/false_negative": 0.08659579678800233, "mask_rcnn/false_positive": 0.09556637773352257, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0058939275331795, "total_loss": 0.6379124277736992}
{"data_time": 0.01407543569803238, "eta_seconds": 26674.834483349696, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.17635004821600772, "fast_rcnn/fg_cls_accuracy": 0.7788541149196887, "iteration": 243299, "loss_box_reg": 0.20512020215392113, "loss_cls": 0.1499081263318658, "loss_mask": 0.2199836280196905, "loss_rpn_cls": 0.02244416542816907, "loss_rpn_loc": 0.07198015051835682, "lr": 1e-05, "mask_rcnn/accuracy": 0.9106349102410594, "mask_rcnn/false_negative": 0.08809224976166156, "mask_rcnn/false_positive": 0.1028080531018789, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9994922680780292, "total_loss": 0.6561054812045768}
{"data_time": 0.01405248325318098, "eta_seconds": 26663.984746821225, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.25098425196850394, "fast_rcnn/fg_cls_accuracy": 0.7101722665148064, "iteration": 243319, "loss_box_reg": 0.194289430975914, "loss_cls": 0.14270299300551414, "loss_mask": 0.2106681726872921, "loss_rpn_cls": 0.02276142712798901, "loss_rpn_loc": 0.06402131333015859, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124831627568921, "mask_rcnn/false_negative": 0.0750990824219987, "mask_rcnn/false_positive": 0.09632409206045515, "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": 1.0017300182953477, "total_loss": 0.6490117190405726}
{"data_time": 0.01601857366040349, "eta_seconds": 26637.554803024977, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22296032506962515, "fast_rcnn/fg_cls_accuracy": 0.7492440041710116, "iteration": 243339, "loss_box_reg": 0.21596145257353783, "loss_cls": 0.15420939028263092, "loss_mask": 0.23046369664371014, "loss_rpn_cls": 0.029953420802485198, "loss_rpn_loc": 0.08478294988162816, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013233731606591, "mask_rcnn/false_negative": 0.08018268056613284, "mask_rcnn/false_positive": 0.09875180391864796, "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": 0.9910734677687287, "total_loss": 0.7150702200160595}
{"data_time": 0.014314452651888132, "eta_seconds": 26610.21090656519, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.23675678982138487, "fast_rcnn/fg_cls_accuracy": 0.7420452681646712, "iteration": 243359, "loss_box_reg": 0.1898948848247528, "loss_cls": 0.14252238161861897, "loss_mask": 0.20918717607855797, "loss_rpn_cls": 0.02440105442656204, "loss_rpn_loc": 0.053522781701758504, "lr": 1e-05, "mask_rcnn/accuracy": 0.905771243372794, "mask_rcnn/false_negative": 0.0859665132581697, "mask_rcnn/false_positive": 0.08317775705726149, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0144509868696332, "total_loss": 0.6224170502391644}
{"data_time": 0.01682231482118368, "eta_seconds": 26590.23327074945, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23320247933884297, "fast_rcnn/fg_cls_accuracy": 0.7513636363636363, "iteration": 243379, "loss_box_reg": 0.19767672009766102, "loss_cls": 0.1496181022375822, "loss_mask": 0.21509808488190174, "loss_rpn_cls": 0.022939017333555967, "loss_rpn_loc": 0.06678923778235912, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148596158169511, "mask_rcnn/false_negative": 0.08275056872689596, "mask_rcnn/false_positive": 0.09179743735345904, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0009375647641718, "total_loss": 0.6551963083911687}
{"data_time": 0.023928051814436913, "eta_seconds": 26584.032768569887, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2501483050847458, "fast_rcnn/fg_cls_accuracy": 0.6959459459459459, "iteration": 243399, "loss_box_reg": 0.205860978923738, "loss_cls": 0.14420309010893106, "loss_mask": 0.22312119789421558, "loss_rpn_cls": 0.02263453006162308, "loss_rpn_loc": 0.059085963875986636, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998407666364092, "mask_rcnn/false_negative": 0.0857537068494405, "mask_rcnn/false_positive": 0.11104891908605694, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.0488225580193102, "total_loss": 0.6577303794911131}
{"data_time": 0.020014057401567698, "eta_seconds": 26564.044774007052, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.236479897989799, "fast_rcnn/fg_cls_accuracy": 0.7447415865384616, "iteration": 243419, "loss_box_reg": 0.19578929338604212, "loss_cls": 0.1429630247876048, "loss_mask": 0.21297617070376873, "loss_rpn_cls": 0.03551949909888208, "loss_rpn_loc": 0.07504886906826869, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021235350575874, "mask_rcnn/false_negative": 0.08052041223775218, "mask_rcnn/false_positive": 0.10539484003489107, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.9910727995447814, "total_loss": 0.6759147747943643}
{"data_time": 0.01591346226632595, "eta_seconds": 26544.056779444218, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.22863155154460257, "fast_rcnn/fg_cls_accuracy": 0.7523342193143869, "iteration": 243439, "loss_box_reg": 0.19998960942029953, "loss_cls": 0.1519824555143714, "loss_mask": 0.21551138907670975, "loss_rpn_cls": 0.022232509769310127, "loss_rpn_loc": 0.05565340421162546, "lr": 1e-05, "mask_rcnn/accuracy": 0.906251161037249, "mask_rcnn/false_negative": 0.08634214390047132, "mask_rcnn/false_positive": 0.10458150245825037, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0056099379435182, "total_loss": 0.6517283855937421}
{"data_time": 0.025103536900132895, "eta_seconds": 26561.969750653952, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2071150097465887, "fast_rcnn/fg_cls_accuracy": 0.7674937868903386, "iteration": 243459, "loss_box_reg": 0.17555353045463562, "loss_cls": 0.13259910978376865, "loss_mask": 0.20958389341831207, "loss_rpn_cls": 0.023253652499988675, "loss_rpn_loc": 0.059603780042380095, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070966105740541, "mask_rcnn/false_negative": 0.0849276741644748, "mask_rcnn/false_positive": 0.1117588596042469, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.99477344378829, "total_loss": 0.6316744214273058}
{"data_time": 0.01586979813873768, "eta_seconds": 26545.18307743594, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24502839116719244, "fast_rcnn/fg_cls_accuracy": 0.7409716088328075, "iteration": 243479, "loss_box_reg": 0.19450352527201176, "loss_cls": 0.13520169258117676, "loss_mask": 0.21495796367526054, "loss_rpn_cls": 0.02319288777653128, "loss_rpn_loc": 0.06505818082951009, "lr": 1e-05, "mask_rcnn/accuracy": 0.9206807386027187, "mask_rcnn/false_negative": 0.06904494199432891, "mask_rcnn/false_positive": 0.09411842941474485, "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": 0.9907540325075388, "total_loss": 0.6443419659044594}
{"data_time": 0.01611759839579463, "eta_seconds": 26505.805919645354, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23083367504206553, "fast_rcnn/fg_cls_accuracy": 0.7493654822335025, "iteration": 243499, "loss_box_reg": 0.20102469064295292, "loss_cls": 0.1430405154824257, "loss_mask": 0.21351010911166668, "loss_rpn_cls": 0.02263483463320881, "loss_rpn_loc": 0.06791851145680994, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100466680253549, "mask_rcnn/false_negative": 0.08247834344714103, "mask_rcnn/false_positive": 0.09831220656870229, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0303724617697299, "total_loss": 0.6595829986035824}
{"data_time": 0.01765826065093279, "eta_seconds": 26470.776085704565, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.1935055259863444, "fast_rcnn/fg_cls_accuracy": 0.7815149403547194, "iteration": 243519, "loss_box_reg": 0.18239833693951368, "loss_cls": 0.1341626811772585, "loss_mask": 0.21581091545522213, "loss_rpn_cls": 0.027250269544310868, "loss_rpn_loc": 0.06255806179251522, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097572581664244, "mask_rcnn/false_negative": 0.08704702208231883, "mask_rcnn/false_positive": 0.09134893647560127, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9844187004491687, "total_loss": 0.6207845968310721}
{"data_time": 0.02278292691335082, "eta_seconds": 26465.79715599306, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24272416637209848, "fast_rcnn/fg_cls_accuracy": 0.7502493889969575, "iteration": 243539, "loss_box_reg": 0.1889791963621974, "loss_cls": 0.14617647044360638, "loss_mask": 0.21237788442522287, "loss_rpn_cls": 0.02285313152242452, "loss_rpn_loc": 0.0665963429491967, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108916890862285, "mask_rcnn/false_negative": 0.08151764818824289, "mask_rcnn/false_positive": 0.09233632632185393, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0131096933037043, "total_loss": 0.6629518149129581}
{"data_time": 0.01986766792833805, "eta_seconds": 26419.76292230189, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.24351204618757388, "fast_rcnn/fg_cls_accuracy": 0.7543549835378629, "iteration": 243559, "loss_box_reg": 0.18407014943659306, "loss_cls": 0.13258165074512362, "loss_mask": 0.211746696382761, "loss_rpn_cls": 0.0210200174478814, "loss_rpn_loc": 0.05249141179956496, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024336840100086, "mask_rcnn/false_negative": 0.08294357666157846, "mask_rcnn/false_positive": 0.10441227083333462, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 0.9561674990691245, "total_loss": 0.6132033994654194}
{"data_time": 0.0189756047911942, "eta_seconds": 26394.807074069977, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2552435179823715, "fast_rcnn/fg_cls_accuracy": 0.7053674768518519, "iteration": 243579, "loss_box_reg": 0.2087603360414505, "loss_cls": 0.14655937906354666, "loss_mask": 0.2230682224035263, "loss_rpn_cls": 0.02250045130494982, "loss_rpn_loc": 0.05837191571481526, "lr": 1e-05, "mask_rcnn/accuracy": 0.9060551147793594, "mask_rcnn/false_negative": 0.0896608867234627, "mask_rcnn/false_positive": 0.10358258690139727, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.984931421931833, "total_loss": 0.669828710728325}
{"data_time": 0.01480847829952836, "eta_seconds": 26373.020531237125, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2179287015352589, "fast_rcnn/fg_cls_accuracy": 0.7597374847374847, "iteration": 243599, "loss_box_reg": 0.19532667845487595, "loss_cls": 0.14489194750785828, "loss_mask": 0.2108492013067007, "loss_rpn_cls": 0.02288480958668515, "loss_rpn_loc": 0.07518777996301651, "lr": 1e-05, "mask_rcnn/accuracy": 0.9161354414144275, "mask_rcnn/false_negative": 0.08127902992397819, "mask_rcnn/false_positive": 0.0943987778384805, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9968860191293061, "total_loss": 0.6637802203185856}
{"data_time": 0.01719280192628503, "eta_seconds": 26350.501640960574, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23249391627703497, "fast_rcnn/fg_cls_accuracy": 0.7595507901216859, "iteration": 243619, "loss_box_reg": 0.19798437878489494, "loss_cls": 0.13930534198880196, "loss_mask": 0.21408284083008766, "loss_rpn_cls": 0.021225791599135846, "loss_rpn_loc": 0.062224478693678975, "lr": 1e-05, "mask_rcnn/accuracy": 0.8964351894942368, "mask_rcnn/false_negative": 0.08858589022916916, "mask_rcnn/false_positive": 0.09794415428827877, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.004623347427696, "total_loss": 0.6440896588901524}
{"data_time": 0.026080187410116196, "eta_seconds": 26327.209788355976, "fast_rcnn/cls_accuracy": 0.965576171875, "fast_rcnn/false_negative": 0.21304964539007093, "fast_rcnn/fg_cls_accuracy": 0.7750504627337472, "iteration": 243639, "loss_box_reg": 0.172853778116405, "loss_cls": 0.13430687435902655, "loss_mask": 0.2074135523289442, "loss_rpn_cls": 0.025844191841315478, "loss_rpn_loc": 0.05928336811484769, "lr": 1e-05, "mask_rcnn/accuracy": 0.9192806298786795, "mask_rcnn/false_negative": 0.0671655409182498, "mask_rcnn/false_positive": 0.10291309788644235, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.004078267607838, "total_loss": 0.5922450657235458}
{"data_time": 0.01565895602107048, "eta_seconds": 26311.84947025962, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.20934633693254384, "fast_rcnn/fg_cls_accuracy": 0.7641644260349296, "iteration": 243659, "loss_box_reg": 0.19662038050591946, "loss_cls": 0.14718948863446712, "loss_mask": 0.2146662473678589, "loss_rpn_cls": 0.024074223591014743, "loss_rpn_loc": 0.06484816269949079, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040317549537975, "mask_rcnn/false_negative": 0.08970136495747837, "mask_rcnn/false_positive": 0.10169745797330801, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9988488364033401, "total_loss": 0.6668671937659383}
{"data_time": 0.014214805793017149, "eta_seconds": 26289.72828876227, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.25199321458863444, "fast_rcnn/fg_cls_accuracy": 0.7305581723975507, "iteration": 243679, "loss_box_reg": 0.1934443935751915, "loss_cls": 0.15719177201390266, "loss_mask": 0.23034362122416496, "loss_rpn_cls": 0.027817850990686566, "loss_rpn_loc": 0.07698245660867542, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052372305527332, "mask_rcnn/false_negative": 0.0926696519851353, "mask_rcnn/false_positive": 0.10030716169390869, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9873945787549019, "total_loss": 0.6748635853291489}
{"data_time": 0.016621033661067486, "eta_seconds": 26273.210916062817, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2110356986261327, "fast_rcnn/fg_cls_accuracy": 0.7576319830359755, "iteration": 243699, "loss_box_reg": 0.1763528184965253, "loss_cls": 0.13237905642017722, "loss_mask": 0.2115140613168478, "loss_rpn_cls": 0.025351939140819013, "loss_rpn_loc": 0.06269561336375773, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115359022311049, "mask_rcnn/false_negative": 0.07697256124877257, "mask_rcnn/false_positive": 0.10251496519610478, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0034324224106967, "total_loss": 0.6047661879565567}
{"data_time": 0.01759028574451804, "eta_seconds": 26239.40459858626, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.226731529340225, "fast_rcnn/fg_cls_accuracy": 0.7625874125874126, "iteration": 243719, "loss_box_reg": 0.184848353266716, "loss_cls": 0.1448481623083353, "loss_mask": 0.20985831692814827, "loss_rpn_cls": 0.020170619478449225, "loss_rpn_loc": 0.04903626814484596, "lr": 1e-05, "mask_rcnn/accuracy": 0.913188022143124, "mask_rcnn/false_negative": 0.07846782132299182, "mask_rcnn/false_positive": 0.09331101038968534, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9822152201086283, "total_loss": 0.6153336857678369}
{"data_time": 0.013445124495774508, "eta_seconds": 26216.293758247048, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.21571064505347592, "fast_rcnn/fg_cls_accuracy": 0.7791221217105263, "iteration": 243739, "loss_box_reg": 0.2055964134633541, "loss_cls": 0.14721568673849106, "loss_mask": 0.21755005232989788, "loss_rpn_cls": 0.021847401396371424, "loss_rpn_loc": 0.0730286780744791, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016690787636683, "mask_rcnn/false_negative": 0.08657274332519928, "mask_rcnn/false_positive": 0.10655182710803457, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 1.0107085308991373, "total_loss": 0.6788878502557054}
{"data_time": 0.01727645518258214, "eta_seconds": 26193.015636205673, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23375498180557963, "fast_rcnn/fg_cls_accuracy": 0.7407332218772391, "iteration": 243759, "loss_box_reg": 0.19043666124343872, "loss_cls": 0.14294826332479715, "loss_mask": 0.21428841352462769, "loss_rpn_cls": 0.022640971699729562, "loss_rpn_loc": 0.0718691935762763, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102440602868789, "mask_rcnn/false_negative": 0.08198649238013209, "mask_rcnn/false_positive": 0.10087006269386042, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9857023423537612, "total_loss": 0.661189115839079}
{"data_time": 0.013491117395460606, "eta_seconds": 26173.051447458565, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24577821895854762, "fast_rcnn/fg_cls_accuracy": 0.736119293078056, "iteration": 243779, "loss_box_reg": 0.2021894296631217, "loss_cls": 0.14293543063104153, "loss_mask": 0.2179496195167303, "loss_rpn_cls": 0.02006662986241281, "loss_rpn_loc": 0.06161539279855788, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011270523103336, "mask_rcnn/false_negative": 0.08494838874049283, "mask_rcnn/false_positive": 0.12152741527012402, "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": 0.9829457351006567, "total_loss": 0.655352683563251}
{"data_time": 0.012608041986823082, "eta_seconds": 26153.087258711457, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.24690719310188336, "fast_rcnn/fg_cls_accuracy": 0.7393856960848456, "iteration": 243799, "loss_box_reg": 0.21182209253311157, "loss_cls": 0.1533225765451789, "loss_mask": 0.21678770799189806, "loss_rpn_cls": 0.026327968225814402, "loss_rpn_loc": 0.06204653065651655, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968716542664263, "mask_rcnn/false_negative": 0.09928153782038457, "mask_rcnn/false_positive": 0.09089127521401458, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0002439515665174, "total_loss": 0.6615558855701238}
{"data_time": 0.01571242231875658, "eta_seconds": 26133.12306996435, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23594253930168424, "fast_rcnn/fg_cls_accuracy": 0.7462374581939799, "iteration": 243819, "loss_box_reg": 0.19702241756021976, "loss_cls": 0.1415736135095358, "loss_mask": 0.22370829619467258, "loss_rpn_cls": 0.024746570270508528, "loss_rpn_loc": 0.060759268468245864, "lr": 1e-05, "mask_rcnn/accuracy": 0.9176309174178914, "mask_rcnn/false_negative": 0.0753002869206224, "mask_rcnn/false_positive": 0.10287657492799926, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9693217417225242, "total_loss": 0.6378552601672709}
{"data_time": 0.013650094158947468, "eta_seconds": 26110.1108982414, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.20260046858512332, "fast_rcnn/fg_cls_accuracy": 0.787053526183961, "iteration": 243839, "loss_box_reg": 0.19295124616473913, "loss_cls": 0.13833215879276395, "loss_mask": 0.21292286552488804, "loss_rpn_cls": 0.026927295606583357, "loss_rpn_loc": 0.07056765106972307, "lr": 1e-05, "mask_rcnn/accuracy": 0.915205884113965, "mask_rcnn/false_negative": 0.07463659615751768, "mask_rcnn/false_positive": 0.09575332637316707, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 1.007206046488136, "total_loss": 0.6484183862339705}
{"data_time": 0.022237001452594995, "eta_seconds": 26077.016142895445, "fast_rcnn/cls_accuracy": 0.933349609375, "fast_rcnn/false_negative": 0.25982094753373, "fast_rcnn/fg_cls_accuracy": 0.7305210720107611, "iteration": 243859, "loss_box_reg": 0.20846632774919271, "loss_cls": 0.15480276942253113, "loss_mask": 0.22504637204110622, "loss_rpn_cls": 0.023563501657918096, "loss_rpn_loc": 0.0628854266833514, "lr": 1e-05, "mask_rcnn/accuracy": 0.8922560112756683, "mask_rcnn/false_negative": 0.0990037031425969, "mask_rcnn/false_positive": 0.11011422206878133, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9808922512456775, "total_loss": 0.6979525095084682}
{"data_time": 0.016872321721166372, "eta_seconds": 26073.230503723025, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.22019734667862706, "fast_rcnn/fg_cls_accuracy": 0.756347750109218, "iteration": 243879, "loss_box_reg": 0.18284875061362982, "loss_cls": 0.1394913662225008, "loss_mask": 0.20425785332918167, "loss_rpn_cls": 0.022391857171896845, "loss_rpn_loc": 0.048326809075661004, "lr": 1e-05, "mask_rcnn/accuracy": 0.9156270653152383, "mask_rcnn/false_negative": 0.07533875289601674, "mask_rcnn/false_positive": 0.10526771630426764, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.012630583718419, "total_loss": 0.5858250710298307}
{"data_time": 0.012484121602028608, "eta_seconds": 26061.25989127904, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.23988411854103342, "fast_rcnn/fg_cls_accuracy": 0.7485075021132713, "iteration": 243899, "loss_box_reg": 0.19236758071929216, "loss_cls": 0.14546826342120767, "loss_mask": 0.21687373518943787, "loss_rpn_cls": 0.028209416894242167, "loss_rpn_loc": 0.07582980999723077, "lr": 1e-05, "mask_rcnn/accuracy": 0.9173253921725208, "mask_rcnn/false_negative": 0.08500228436933088, "mask_rcnn/false_positive": 0.08683124068630536, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0239971689879894, "total_loss": 0.6519780639791861}
{"data_time": 0.013766106218099594, "eta_seconds": 26030.263464301825, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.21213743864346274, "fast_rcnn/fg_cls_accuracy": 0.7617848372695635, "iteration": 243919, "loss_box_reg": 0.20639617089182138, "loss_cls": 0.14260065369307995, "loss_mask": 0.21253630332648754, "loss_rpn_cls": 0.029318659217096865, "loss_rpn_loc": 0.07669463870115578, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042966246222548, "mask_rcnn/false_negative": 0.08650612935611118, "mask_rcnn/false_positive": 0.09750190116995075, "roi_head/num_bg_samples": 422.625, "roi_head/num_fg_samples": 89.375, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9713479452766478, "total_loss": 0.669857311877422}
{"data_time": 0.022501473780721426, "eta_seconds": 26010.30160581693, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23834522332506203, "fast_rcnn/fg_cls_accuracy": 0.7561874304783092, "iteration": 243939, "loss_box_reg": 0.22187168523669243, "loss_cls": 0.1588292382657528, "loss_mask": 0.2266238071024418, "loss_rpn_cls": 0.025555624131811783, "loss_rpn_loc": 0.08114513906184584, "lr": 1e-05, "mask_rcnn/accuracy": 0.8968541749449354, "mask_rcnn/false_negative": 0.08394101784082553, "mask_rcnn/false_positive": 0.1179397716344756, "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": 0.9895194303244352, "total_loss": 0.7367121971619781}
{"data_time": 0.017584187909960747, "eta_seconds": 26001.34894900024, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.20565181518151815, "fast_rcnn/fg_cls_accuracy": 0.7813552188552189, "iteration": 243959, "loss_box_reg": 0.19862482603639364, "loss_cls": 0.14503831136971712, "loss_mask": 0.20919184386730194, "loss_rpn_cls": 0.02162938058609143, "loss_rpn_loc": 0.05680337897501886, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025575060532688, "mask_rcnn/false_negative": 0.07976456928170231, "mask_rcnn/false_positive": 0.11047694672699201, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0385286672972143, "total_loss": 0.6492774920770898}
{"data_time": 0.02298735035583377, "eta_seconds": 25981.378634907305, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2702266953292945, "fast_rcnn/fg_cls_accuracy": 0.724000065142336, "iteration": 243979, "loss_box_reg": 0.19113384280353785, "loss_cls": 0.13006063271313906, "loss_mask": 0.20688003860414028, "loss_rpn_cls": 0.025503348093479872, "loss_rpn_loc": 0.05898788885679096, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062773523256048, "mask_rcnn/false_negative": 0.08158182533963973, "mask_rcnn/false_positive": 0.09774358815974622, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.989238039124757, "total_loss": 0.6041488874470815}
{"data_time": 0.026044970843940973, "eta_seconds": 25969.491494819522, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.18384781633568487, "fast_rcnn/fg_cls_accuracy": 0.7891087207068767, "iteration": 243999, "loss_box_reg": 0.20399957709014416, "loss_cls": 0.15387813840061426, "loss_mask": 0.22366546839475632, "loss_rpn_cls": 0.02588676055893302, "loss_rpn_loc": 0.05984513275325298, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076843687533085, "mask_rcnn/false_negative": 0.08766332002424776, "mask_rcnn/false_positive": 0.10183386162382232, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.021893233526498, "total_loss": 0.6853245215606876}
{"data_time": 0.01798041071742773, "eta_seconds": 25933.239745097235, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.242254159556314, "fast_rcnn/fg_cls_accuracy": 0.7352444317384412, "iteration": 244019, "loss_box_reg": 0.19018164742738008, "loss_cls": 0.1361609771847725, "loss_mask": 0.21357025671750307, "loss_rpn_cls": 0.025384139677044004, "loss_rpn_loc": 0.056208457332104445, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046510486823294, "mask_rcnn/false_negative": 0.08516124264015704, "mask_rcnn/false_positive": 0.10746987092772887, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9782872078940272, "total_loss": 0.6125058016041294}
{"data_time": 0.020284831523895264, "eta_seconds": 25925.921156983823, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.21970981722253627, "fast_rcnn/fg_cls_accuracy": 0.7659892650434894, "iteration": 244039, "loss_box_reg": 0.19128889963030815, "loss_cls": 0.14076895639300346, "loss_mask": 0.21226908825337887, "loss_rpn_cls": 0.027180265402421355, "loss_rpn_loc": 0.056021849100943655, "lr": 1e-05, "mask_rcnn/accuracy": 0.9149115604874122, "mask_rcnn/false_negative": 0.0716098081931105, "mask_rcnn/false_positive": 0.09640064339126223, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0125662740319967, "total_loss": 0.6313394019380212}
{"data_time": 0.01880357274785638, "eta_seconds": 25861.217995472252, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.21367581187010076, "fast_rcnn/fg_cls_accuracy": 0.7671374627841114, "iteration": 244059, "loss_box_reg": 0.19696438498795033, "loss_cls": 0.1484841089695692, "loss_mask": 0.2163881864398718, "loss_rpn_cls": 0.022170558338984847, "loss_rpn_loc": 0.06317421211861074, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109901262560078, "mask_rcnn/false_negative": 0.08363770940526362, "mask_rcnn/false_positive": 0.10188816992310265, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.9557601613923907, "total_loss": 0.6228104665060528}
{"data_time": 0.01624036207795143, "eta_seconds": 25841.278737187386, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.21233771535886342, "fast_rcnn/fg_cls_accuracy": 0.7642263859378018, "iteration": 244079, "loss_box_reg": 0.1972671365365386, "loss_cls": 0.14353778399527073, "loss_mask": 0.20315785892307758, "loss_rpn_cls": 0.021613345306832343, "loss_rpn_loc": 0.06000373442657292, "lr": 1e-05, "mask_rcnn/accuracy": 0.9129072065467717, "mask_rcnn/false_negative": 0.0844922755212948, "mask_rcnn/false_positive": 0.09262805246621744, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9774233312346041, "total_loss": 0.63701795268571}
{"data_time": 0.023484022356569767, "eta_seconds": 25821.33947890252, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23334228393877787, "fast_rcnn/fg_cls_accuracy": 0.7531863413304253, "iteration": 244099, "loss_box_reg": 0.19139160169288516, "loss_cls": 0.14104047510772943, "loss_mask": 0.221969835460186, "loss_rpn_cls": 0.02202913785004057, "loss_rpn_loc": 0.06535198632627726, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999697915077295, "mask_rcnn/false_negative": 0.08619709542529955, "mask_rcnn/false_positive": 0.11400775867152069, "roi_head/num_bg_samples": 431.875, "roi_head/num_fg_samples": 80.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0004938966594636, "total_loss": 0.6371236397244502}
{"data_time": 0.018383807968348265, "eta_seconds": 25824.769213050604, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2627771140315943, "fast_rcnn/fg_cls_accuracy": 0.7143264939937316, "iteration": 244119, "loss_box_reg": 0.18915368244051933, "loss_cls": 0.1371964868158102, "loss_mask": 0.2212775982916355, "loss_rpn_cls": 0.020243419450707734, "loss_rpn_loc": 0.05526709696277976, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955870766570275, "mask_rcnn/false_negative": 0.09291279300006847, "mask_rcnn/false_positive": 0.12332065853035247, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0040786848403513, "total_loss": 0.6158409361960366}
{"data_time": 0.013632085174322128, "eta_seconds": 25786.40476967208, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.23258675167072113, "fast_rcnn/fg_cls_accuracy": 0.7551519727092246, "iteration": 244139, "loss_box_reg": 0.19737187772989273, "loss_cls": 0.13534821011126041, "loss_mask": 0.20724672637879848, "loss_rpn_cls": 0.022527042077854276, "loss_rpn_loc": 0.05372239393182099, "lr": 1e-05, "mask_rcnn/accuracy": 0.9123668240836824, "mask_rcnn/false_negative": 0.08431842326098346, "mask_rcnn/false_positive": 0.10181616965038062, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9559770911000669, "total_loss": 0.6524152525234967}
{"data_time": 0.014984763693064451, "eta_seconds": 25764.50276631862, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24051948051948052, "fast_rcnn/fg_cls_accuracy": 0.738767348859092, "iteration": 244159, "loss_box_reg": 0.20468337833881378, "loss_cls": 0.14162224670872092, "loss_mask": 0.21628989465534687, "loss_rpn_cls": 0.02466440533316927, "loss_rpn_loc": 0.08131396444514394, "lr": 1e-05, "mask_rcnn/accuracy": 0.9034189884710888, "mask_rcnn/false_negative": 0.09321302167633391, "mask_rcnn/false_positive": 0.11109590260207908, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0058297994546592, "total_loss": 0.6723272892122623}
{"data_time": 0.01412178622558713, "eta_seconds": 25731.7095239833, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24174068879538724, "fast_rcnn/fg_cls_accuracy": 0.738031822898651, "iteration": 244179, "loss_box_reg": 0.17327760625630617, "loss_cls": 0.12946288520470262, "loss_mask": 0.21285251528024673, "loss_rpn_cls": 0.021435487280541565, "loss_rpn_loc": 0.05676735914312303, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121304620638578, "mask_rcnn/false_negative": 0.08162468422199515, "mask_rcnn/false_positive": 0.09825265448186975, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9838911425322294, "total_loss": 0.5890585072338581}
{"data_time": 0.018173661548644304, "eta_seconds": 25710.384426265955, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23106690777576855, "fast_rcnn/fg_cls_accuracy": 0.7465561891329986, "iteration": 244199, "loss_box_reg": 0.20473971590399742, "loss_cls": 0.14754862058907747, "loss_mask": 0.21805567853152752, "loss_rpn_cls": 0.02613195142475888, "loss_rpn_loc": 0.07205790956504643, "lr": 1e-05, "mask_rcnn/accuracy": 0.905388003057672, "mask_rcnn/false_negative": 0.0781011299645284, "mask_rcnn/false_positive": 0.10981704620582793, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0192822716198862, "total_loss": 0.655641300661955}
{"data_time": 0.015020347200334072, "eta_seconds": 25685.283714849502, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24967532467532466, "fast_rcnn/fg_cls_accuracy": 0.7385689074282047, "iteration": 244219, "loss_box_reg": 0.19358956441283226, "loss_cls": 0.14952793717384338, "loss_mask": 0.22235586680471897, "loss_rpn_cls": 0.02695522492285818, "loss_rpn_loc": 0.0648177292314358, "lr": 1e-05, "mask_rcnn/accuracy": 0.9180789684032657, "mask_rcnn/false_negative": 0.07340003024589578, "mask_rcnn/false_positive": 0.09583314141156182, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0032985527068377, "total_loss": 0.6770802833489142}
{"data_time": 0.017460884526371956, "eta_seconds": 25665.357195287943, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22292252221559777, "fast_rcnn/fg_cls_accuracy": 0.744817782372706, "iteration": 244239, "loss_box_reg": 0.19690703228116035, "loss_cls": 0.14694257639348507, "loss_mask": 0.20445691049098969, "loss_rpn_cls": 0.024545493128243834, "loss_rpn_loc": 0.07863942510448396, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994694252575738, "mask_rcnn/false_negative": 0.08339944422927263, "mask_rcnn/false_positive": 0.11372606974119627, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9873849106952548, "total_loss": 0.6460747180972248}
{"data_time": 0.014506169594824314, "eta_seconds": 25644.74933663383, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23740982241953384, "fast_rcnn/fg_cls_accuracy": 0.7527562948598094, "iteration": 244259, "loss_box_reg": 0.19644915778189898, "loss_cls": 0.14161156211048365, "loss_mask": 0.21522339805960655, "loss_rpn_cls": 0.026076179754454643, "loss_rpn_loc": 0.07962256227619946, "lr": 1e-05, "mask_rcnn/accuracy": 0.9089968773027264, "mask_rcnn/false_negative": 0.09240944972476146, "mask_rcnn/false_positive": 0.09892152585013866, "roi_head/num_bg_samples": 430.375, "roi_head/num_fg_samples": 81.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.985484641045332, "total_loss": 0.6894775634282269}
{"data_time": 0.013596972916275263, "eta_seconds": 25622.28845499456, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.23044053923928742, "fast_rcnn/fg_cls_accuracy": 0.7336350231352011, "iteration": 244279, "loss_box_reg": 0.18999701645225286, "loss_cls": 0.14163761213421822, "loss_mask": 0.21957440115511417, "loss_rpn_cls": 0.024003214173717424, "loss_rpn_loc": 0.06415346218273044, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121500523286238, "mask_rcnn/false_negative": 0.08114107327118869, "mask_rcnn/false_positive": 0.09888529607271293, "roi_head/num_bg_samples": 449.125, "roi_head/num_fg_samples": 62.875, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9844719502143562, "total_loss": 0.6558132292411756}
{"data_time": 0.015004591550678015, "eta_seconds": 25604.897356312722, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.22327021640091116, "fast_rcnn/fg_cls_accuracy": 0.7289788999326146, "iteration": 244299, "loss_box_reg": 0.21363534964621067, "loss_cls": 0.1567541854456067, "loss_mask": 0.21658477559685707, "loss_rpn_cls": 0.03152330598095432, "loss_rpn_loc": 0.08198239817284048, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134058810755733, "mask_rcnn/false_negative": 0.08483700761655999, "mask_rcnn/false_positive": 0.09286534976313154, "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": 1.0031778924167156, "total_loss": 0.6936982539482415}
{"data_time": 0.013299522921442986, "eta_seconds": 25587.516784742475, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.24673127388241792, "fast_rcnn/fg_cls_accuracy": 0.725966982537696, "iteration": 244319, "loss_box_reg": 0.19053471088409424, "loss_cls": 0.1359494375064969, "loss_mask": 0.20714252535253763, "loss_rpn_cls": 0.021086011518491432, "loss_rpn_loc": 0.05108276242390275, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996739089398973, "mask_rcnn/false_negative": 0.08664075869495191, "mask_rcnn/false_positive": 0.12008463624610996, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0087591921910644, "total_loss": 0.597502649819944}
{"data_time": 0.02137183304876089, "eta_seconds": 25574.012332763523, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.24046208530805685, "fast_rcnn/fg_cls_accuracy": 0.7417983937338593, "iteration": 244339, "loss_box_reg": 0.18682675063610077, "loss_cls": 0.1307131415233016, "loss_mask": 0.22128124721348286, "loss_rpn_cls": 0.021837149455677718, "loss_rpn_loc": 0.06646773463580757, "lr": 1e-05, "mask_rcnn/accuracy": 0.908718895452918, "mask_rcnn/false_negative": 0.08234236217250121, "mask_rcnn/false_positive": 0.0980521710991776, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0188828301616013, "total_loss": 0.6192610370344482}
{"data_time": 0.024571608752012253, "eta_seconds": 25554.079353548586, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.25813411281622994, "fast_rcnn/fg_cls_accuracy": 0.716981921660529, "iteration": 244359, "loss_box_reg": 0.20012571290135384, "loss_cls": 0.15312928427010775, "loss_mask": 0.22531657852232456, "loss_rpn_cls": 0.02386197668965906, "loss_rpn_loc": 0.08002953277900815, "lr": 1e-05, "mask_rcnn/accuracy": 0.8974911889127808, "mask_rcnn/false_negative": 0.08518776477652606, "mask_rcnn/false_positive": 0.1227303485946723, "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": 1.007987996097654, "total_loss": 0.6837818939238787}
{"data_time": 0.019853651523590088, "eta_seconds": 25532.393416129053, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2233109786388475, "fast_rcnn/fg_cls_accuracy": 0.7400950757137903, "iteration": 244379, "loss_box_reg": 0.20200237166136503, "loss_cls": 0.142842220608145, "loss_mask": 0.20724563673138618, "loss_rpn_cls": 0.020036160480231047, "loss_rpn_loc": 0.06024841696489602, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027221812837742, "mask_rcnn/false_negative": 0.09208830780102176, "mask_rcnn/false_positive": 0.10252491375951395, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9926621071062982, "total_loss": 0.6297404662473127}
{"data_time": 0.01489146240055561, "eta_seconds": 25505.22757768631, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22449527491408933, "fast_rcnn/fg_cls_accuracy": 0.7531445516162669, "iteration": 244399, "loss_box_reg": 0.20206843130290508, "loss_cls": 0.14601271506398916, "loss_mask": 0.21073449775576591, "loss_rpn_cls": 0.02035793400136754, "loss_rpn_loc": 0.061383877880871296, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098182920709268, "mask_rcnn/false_negative": 0.0743211951239042, "mask_rcnn/false_positive": 0.09838776628185159, "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": 1.0177203379571438, "total_loss": 0.6504662875086069}
{"data_time": 0.014886646531522274, "eta_seconds": 25495.088297417387, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26892734444585825, "fast_rcnn/fg_cls_accuracy": 0.7218475633032193, "iteration": 244419, "loss_box_reg": 0.19480824656784534, "loss_cls": 0.14811296854168177, "loss_mask": 0.21620554476976395, "loss_rpn_cls": 0.022172387107275426, "loss_rpn_loc": 0.05706297588767484, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992198077722875, "mask_rcnn/false_negative": 0.08620002337769658, "mask_rcnn/false_positive": 0.11403000211980428, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.031763190869242, "total_loss": 0.6542512009036727}
{"data_time": 0.016646826174110174, "eta_seconds": 25475.15468655154, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.23812754409769335, "fast_rcnn/fg_cls_accuracy": 0.730521769786709, "iteration": 244439, "loss_box_reg": 0.17347222659736872, "loss_cls": 0.12951897690072656, "loss_mask": 0.20480485633015633, "loss_rpn_cls": 0.02151093858992681, "loss_rpn_loc": 0.06166331854183227, "lr": 1e-05, "mask_rcnn/accuracy": 0.9146540788446527, "mask_rcnn/false_negative": 0.07473103065139527, "mask_rcnn/false_positive": 0.09524793160776507, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0034814239479601, "total_loss": 0.570431635947898}
{"data_time": 0.01962919533252716, "eta_seconds": 25460.853559728712, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2674181467610961, "fast_rcnn/fg_cls_accuracy": 0.6925239665451051, "iteration": 244459, "loss_box_reg": 0.19519593380391598, "loss_cls": 0.15039315074682236, "loss_mask": 0.20984979160130024, "loss_rpn_cls": 0.018343228148296475, "loss_rpn_loc": 0.061381544917821884, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095924676105644, "mask_rcnn/false_negative": 0.08376946618343255, "mask_rcnn/false_positive": 0.10755599954569081, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9978873622603714, "total_loss": 0.6803178298287094}
{"data_time": 0.022135371807962656, "eta_seconds": 25442.49357149005, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2457730266261582, "fast_rcnn/fg_cls_accuracy": 0.7257907067551738, "iteration": 244479, "loss_box_reg": 0.22025136090815067, "loss_cls": 0.15829992853105068, "loss_mask": 0.23184051178395748, "loss_rpn_cls": 0.027769371401518583, "loss_rpn_loc": 0.07909944001585245, "lr": 1e-05, "mask_rcnn/accuracy": 0.8871826779492284, "mask_rcnn/false_negative": 0.09282185892310443, "mask_rcnn/false_positive": 0.13036535779991187, "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": 0.9883333807811141, "total_loss": 0.7517021134262905}
{"data_time": 0.02354728849604726, "eta_seconds": 25425.49615097232, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.23119995946082902, "fast_rcnn/fg_cls_accuracy": 0.7485540396203221, "iteration": 244499, "loss_box_reg": 0.20528102852404118, "loss_cls": 0.14685706980526447, "loss_mask": 0.21503192372620106, "loss_rpn_cls": 0.02028106150100939, "loss_rpn_loc": 0.052426340291276574, "lr": 1e-05, "mask_rcnn/accuracy": 0.9085304248262046, "mask_rcnn/false_negative": 0.09034252394788533, "mask_rcnn/false_positive": 0.09837931566827235, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0230729258619249, "total_loss": 0.6476799573574681}
{"data_time": 0.01944938860833645, "eta_seconds": 25415.68193912506, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22067286409915893, "fast_rcnn/fg_cls_accuracy": 0.7753430721558212, "iteration": 244519, "loss_box_reg": 0.2084632460027933, "loss_cls": 0.1457127348985523, "loss_mask": 0.21890810690820217, "loss_rpn_cls": 0.0230570484418422, "loss_rpn_loc": 0.057226202450692654, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105045415313273, "mask_rcnn/false_negative": 0.09084435460077575, "mask_rcnn/false_positive": 0.09137983440750039, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9811076330952346, "total_loss": 0.6729282704181969}
{"data_time": 0.0223070471547544, "eta_seconds": 25381.101473402232, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.26405227989271096, "fast_rcnn/fg_cls_accuracy": 0.7040050062578223, "iteration": 244539, "loss_box_reg": 0.18760151229798794, "loss_cls": 0.14129524026066065, "loss_mask": 0.22018272429704666, "loss_rpn_cls": 0.02551080140983686, "loss_rpn_loc": 0.07271005131769925, "lr": 1e-05, "mask_rcnn/accuracy": 0.907267889181519, "mask_rcnn/false_negative": 0.0881866565133779, "mask_rcnn/false_positive": 0.10226951892726935, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9816524512134492, "total_loss": 0.6504537610453553}
{"data_time": 0.01437222957611084, "eta_seconds": 25375.78290939331, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2056335046131546, "fast_rcnn/fg_cls_accuracy": 0.7678321420676443, "iteration": 244559, "loss_box_reg": 0.20276343543082476, "loss_cls": 0.14227842818945646, "loss_mask": 0.20766059029847383, "loss_rpn_cls": 0.027743919286876917, "loss_rpn_loc": 0.061630106531083584, "lr": 1e-05, "mask_rcnn/accuracy": 0.9146256356077784, "mask_rcnn/false_negative": 0.07260312350044676, "mask_rcnn/false_positive": 0.09812232022947177, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.987130674533546, "total_loss": 0.6584631536970846}
{"data_time": 0.014454959891736507, "eta_seconds": 25386.74716712907, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.22651223361402037, "fast_rcnn/fg_cls_accuracy": 0.7570922143741483, "iteration": 244579, "loss_box_reg": 0.1798305711708963, "loss_cls": 0.1403884245082736, "loss_mask": 0.2119025383144617, "loss_rpn_cls": 0.021489412989467382, "loss_rpn_loc": 0.056274595437571406, "lr": 1e-05, "mask_rcnn/accuracy": 0.909676554931901, "mask_rcnn/false_negative": 0.08435408591857675, "mask_rcnn/false_positive": 0.09886883798406196, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.02858453290537, "total_loss": 0.621670781809371}
{"data_time": 0.02608541352674365, "eta_seconds": 25358.68316423148, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23351640389520056, "fast_rcnn/fg_cls_accuracy": 0.7506776598147731, "iteration": 244599, "loss_box_reg": 0.22349949553608894, "loss_cls": 0.15486255148425698, "loss_mask": 0.20888363756239414, "loss_rpn_cls": 0.027047383133322, "loss_rpn_loc": 0.07629884674679488, "lr": 1e-05, "mask_rcnn/accuracy": 0.9140209718085393, "mask_rcnn/false_negative": 0.07814435134174388, "mask_rcnn/false_positive": 0.09460844956936179, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9612544882111251, "total_loss": 0.7011595923249843}
{"data_time": 0.013463449664413929, "eta_seconds": 25327.058902373537, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.25253291118146975, "fast_rcnn/fg_cls_accuracy": 0.7340590781767252, "iteration": 244619, "loss_box_reg": 0.20086619909852743, "loss_cls": 0.14772141259163618, "loss_mask": 0.22493651323020458, "loss_rpn_cls": 0.024502596235834062, "loss_rpn_loc": 0.07683259341865778, "lr": 1e-05, "mask_rcnn/accuracy": 0.899815216671084, "mask_rcnn/false_negative": 0.07918438617540258, "mask_rcnn/false_positive": 0.10689615701416533, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9816487110219896, "total_loss": 0.6631746464408934}
{"data_time": 0.014232933055609465, "eta_seconds": 25292.69575983286, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2629157427937916, "fast_rcnn/fg_cls_accuracy": 0.7106863244695636, "iteration": 244639, "loss_box_reg": 0.20072637870907784, "loss_cls": 0.14057233557105064, "loss_mask": 0.2162844706326723, "loss_rpn_cls": 0.020045974582899362, "loss_rpn_loc": 0.06021641264669597, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004118981384843, "mask_rcnn/false_negative": 0.086059552394034, "mask_rcnn/false_positive": 0.11189805898841021, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9923466905020177, "total_loss": 0.6433827846194617}
{"data_time": 0.015032712370157242, "eta_seconds": 25276.035335063934, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2685162249194947, "fast_rcnn/fg_cls_accuracy": 0.7157719664531654, "iteration": 244659, "loss_box_reg": 0.2012877743691206, "loss_cls": 0.14469346031546593, "loss_mask": 0.21132384985685349, "loss_rpn_cls": 0.022069439408369362, "loss_rpn_loc": 0.05585561308544129, "lr": 1e-05, "mask_rcnn/accuracy": 0.9040153244075624, "mask_rcnn/false_negative": 0.08469608506530484, "mask_rcnn/false_positive": 0.0973109666973267, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.004092073533684, "total_loss": 0.6352358502917923}
{"data_time": 0.026284375227987766, "eta_seconds": 25275.882697384804, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.256730240015315, "fast_rcnn/fg_cls_accuracy": 0.7265201465201465, "iteration": 244679, "loss_box_reg": 0.18768911249935627, "loss_cls": 0.1464138561859727, "loss_mask": 0.2178344428539276, "loss_rpn_cls": 0.02325439965352416, "loss_rpn_loc": 0.05890944798011333, "lr": 1e-05, "mask_rcnn/accuracy": 0.8969352898578384, "mask_rcnn/false_negative": 0.09193690847517175, "mask_rcnn/false_positive": 0.11219357860034634, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9964758837595582, "total_loss": 0.657212607562542}
{"data_time": 0.022125613410025835, "eta_seconds": 25236.136305332184, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.19853920237864392, "fast_rcnn/fg_cls_accuracy": 0.7508448152361691, "iteration": 244699, "loss_box_reg": 0.2085824077948928, "loss_cls": 0.14912642352283, "loss_mask": 0.21767842397093773, "loss_rpn_cls": 0.02498635824304074, "loss_rpn_loc": 0.0657483204267919, "lr": 1e-05, "mask_rcnn/accuracy": 0.9009652236790774, "mask_rcnn/false_negative": 0.08990107066663867, "mask_rcnn/false_positive": 0.10246795932489439, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0001796553842723, "total_loss": 0.680193341919221}
{"data_time": 0.019724711310118437, "eta_seconds": 25208.05539742112, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21428149024246007, "fast_rcnn/fg_cls_accuracy": 0.7557133838383838, "iteration": 244719, "loss_box_reg": 0.1870270911604166, "loss_cls": 0.14179886039346457, "loss_mask": 0.20999143831431866, "loss_rpn_cls": 0.020355604458018206, "loss_rpn_loc": 0.05785629863385111, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086454573601483, "mask_rcnn/false_negative": 0.07683707620689648, "mask_rcnn/false_positive": 0.09671887076495425, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9840381303802133, "total_loss": 0.6204533764976077}
{"data_time": 0.015665193554013968, "eta_seconds": 25188.112315619364, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21694397556466521, "fast_rcnn/fg_cls_accuracy": 0.7663371111646973, "iteration": 244739, "loss_box_reg": 0.18683671206235886, "loss_cls": 0.13765913527458906, "loss_mask": 0.20175337232649326, "loss_rpn_cls": 0.023169118590885773, "loss_rpn_loc": 0.04889926174655557, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108473434284137, "mask_rcnn/false_negative": 0.08002567785439219, "mask_rcnn/false_positive": 0.10146704188767029, "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": 1.00810378883034, "total_loss": 0.6144793677376583}
{"data_time": 0.01899254648014903, "eta_seconds": 25196.990759521723, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2355832948065958, "fast_rcnn/fg_cls_accuracy": 0.7360550525435439, "iteration": 244759, "loss_box_reg": 0.20638680271804333, "loss_cls": 0.14826751314103603, "loss_mask": 0.22028742916882038, "loss_rpn_cls": 0.024195221019908786, "loss_rpn_loc": 0.06878517009317875, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101724509670339, "mask_rcnn/false_negative": 0.08945541624791939, "mask_rcnn/false_positive": 0.09427110398997665, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.022633227519691, "total_loss": 0.6704720823909156}
{"data_time": 0.01678121369332075, "eta_seconds": 25153.067313209176, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26523119439971676, "fast_rcnn/fg_cls_accuracy": 0.7040753508987934, "iteration": 244779, "loss_box_reg": 0.19269394502043724, "loss_cls": 0.1432628808543086, "loss_mask": 0.222072571516037, "loss_rpn_cls": 0.021849854092579335, "loss_rpn_loc": 0.06816251249983907, "lr": 1e-05, "mask_rcnn/accuracy": 0.9002420198848771, "mask_rcnn/false_negative": 0.08508305173853084, "mask_rcnn/false_positive": 0.10540117261602763, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9871484148316085, "total_loss": 0.6322288059163839}
{"data_time": 0.01498811412602663, "eta_seconds": 25124.834956414998, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.27243112079177656, "fast_rcnn/fg_cls_accuracy": 0.7195918835263098, "iteration": 244799, "loss_box_reg": 0.20554316882044077, "loss_cls": 0.14636271260678768, "loss_mask": 0.23332982137799263, "loss_rpn_cls": 0.025226246507372707, "loss_rpn_loc": 0.07787751872092485, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074706573168907, "mask_rcnn/false_negative": 0.08765474678912169, "mask_rcnn/false_positive": 0.10142888130864472, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9627392161637545, "total_loss": 0.6569350058562122}
{"data_time": 0.01800139667466283, "eta_seconds": 25104.894611211494, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.199468299688564, "fast_rcnn/fg_cls_accuracy": 0.7760529743812419, "iteration": 244819, "loss_box_reg": 0.20014595426619053, "loss_cls": 0.14251480344682932, "loss_mask": 0.22671990655362606, "loss_rpn_cls": 0.02179290307685733, "loss_rpn_loc": 0.0668002903694287, "lr": 1e-05, "mask_rcnn/accuracy": 0.9173119544969817, "mask_rcnn/false_negative": 0.07745252674639783, "mask_rcnn/false_positive": 0.08799443554777917, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9881864548660815, "total_loss": 0.6570652008522302}
{"data_time": 0.016601589042693377, "eta_seconds": 25082.031149677932, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.18938967702179532, "fast_rcnn/fg_cls_accuracy": 0.7832841163310962, "iteration": 244839, "loss_box_reg": 0.18822882324457169, "loss_cls": 0.14678063057363033, "loss_mask": 0.2136664316058159, "loss_rpn_cls": 0.022923098411411047, "loss_rpn_loc": 0.05363735894206911, "lr": 1e-05, "mask_rcnn/accuracy": 0.9201181815671702, "mask_rcnn/false_negative": 0.07993840320727022, "mask_rcnn/false_positive": 0.09414392891824341, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9971770606935024, "total_loss": 0.6299257446080446}
{"data_time": 0.016151004005223513, "eta_seconds": 25070.274735605344, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.19927573542031374, "fast_rcnn/fg_cls_accuracy": 0.783573883161512, "iteration": 244859, "loss_box_reg": 0.17177719436585903, "loss_cls": 0.1301939026452601, "loss_mask": 0.20634111016988754, "loss_rpn_cls": 0.022775349440053105, "loss_rpn_loc": 0.07126460288418457, "lr": 1e-05, "mask_rcnn/accuracy": 0.9158566136919213, "mask_rcnn/false_negative": 0.08466095588780945, "mask_rcnn/false_positive": 0.08507277952424949, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 0.998215836007148, "total_loss": 0.6081071210792288}
{"data_time": 0.023186187259852886, "eta_seconds": 25030.850622728467, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24930167597765363, "fast_rcnn/fg_cls_accuracy": 0.7349384408446444, "iteration": 244879, "loss_box_reg": 0.19802640797570348, "loss_cls": 0.1418404895812273, "loss_mask": 0.22026924788951874, "loss_rpn_cls": 0.020900149596855044, "loss_rpn_loc": 0.05573132308200002, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097863320403154, "mask_rcnn/false_negative": 0.08137615895313285, "mask_rcnn/false_positive": 0.09973796221805017, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9842487401328981, "total_loss": 0.6406828595791012}
{"data_time": 0.025678822305053473, "eta_seconds": 25006.769591616467, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.217724330021078, "fast_rcnn/fg_cls_accuracy": 0.7678084648493544, "iteration": 244899, "loss_box_reg": 0.19419649057090282, "loss_cls": 0.14307996444404125, "loss_mask": 0.21654065139591694, "loss_rpn_cls": 0.027387179667130113, "loss_rpn_loc": 0.05422007187735289, "lr": 1e-05, "mask_rcnn/accuracy": 0.909390454279175, "mask_rcnn/false_negative": 0.08284016853179413, "mask_rcnn/false_positive": 0.09882610804728141, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.997725447639823, "total_loss": 0.6324296466773376}
{"data_time": 0.014073967933654785, "eta_seconds": 24995.955935530365, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21721748400852878, "fast_rcnn/fg_cls_accuracy": 0.7522321428571428, "iteration": 244919, "loss_box_reg": 0.1967943529598415, "loss_cls": 0.15211319271475077, "loss_mask": 0.2193391304463148, "loss_rpn_cls": 0.024026327300816774, "loss_rpn_loc": 0.0675108996219933, "lr": 1e-05, "mask_rcnn/accuracy": 0.9102515626004353, "mask_rcnn/false_negative": 0.07840805641998588, "mask_rcnn/false_positive": 0.10743495700589276, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0033529424108565, "total_loss": 0.6634391018596943}
{"data_time": 0.014500061050057411, "eta_seconds": 24976.93283670582, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2265986090913018, "fast_rcnn/fg_cls_accuracy": 0.7632644995553799, "iteration": 244939, "loss_box_reg": 0.19055314641445875, "loss_cls": 0.13824871717952192, "loss_mask": 0.21296722628176212, "loss_rpn_cls": 0.020471265772357583, "loss_rpn_loc": 0.05741108045913279, "lr": 1e-05, "mask_rcnn/accuracy": 0.9140640093765472, "mask_rcnn/false_negative": 0.07577537919162335, "mask_rcnn/false_positive": 0.08568962433976839, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9804345425218344, "total_loss": 0.6217105222167447}
{"data_time": 0.015575767029076815, "eta_seconds": 24948.85058104992, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.25400883838383836, "fast_rcnn/fg_cls_accuracy": 0.7374066270829343, "iteration": 244959, "loss_box_reg": 0.18601674772799015, "loss_cls": 0.13229227997362614, "loss_mask": 0.21747142262756824, "loss_rpn_cls": 0.02476401231251657, "loss_rpn_loc": 0.07701565162278712, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041437436741779, "mask_rcnn/false_negative": 0.09198049809642467, "mask_rcnn/false_positive": 0.09998888606873085, "roi_head/num_bg_samples": 452.625, "roi_head/num_fg_samples": 59.375, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0007147970609367, "total_loss": 0.6547064374317415}
{"data_time": 0.018415801227092743, "eta_seconds": 24934.891529660672, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2255481616238989, "fast_rcnn/fg_cls_accuracy": 0.7474928366762177, "iteration": 244979, "loss_box_reg": 0.20013683289289474, "loss_cls": 0.1391583881340921, "loss_mask": 0.2299802154302597, "loss_rpn_cls": 0.02642540168017149, "loss_rpn_loc": 0.07162997889099643, "lr": 1e-05, "mask_rcnn/accuracy": 0.904068932283606, "mask_rcnn/false_negative": 0.09098342114218837, "mask_rcnn/false_positive": 0.10314999947529226, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.0091789686121047, "total_loss": 0.6911378420190886}
{"data_time": 0.013391301967203617, "eta_seconds": 24907.14102750644, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2078502415458937, "fast_rcnn/fg_cls_accuracy": 0.7673160173160173, "iteration": 244999, "loss_box_reg": 0.17794401571154594, "loss_cls": 0.12670411076396704, "loss_mask": 0.20544075593352318, "loss_rpn_cls": 0.020718283485621214, "loss_rpn_loc": 0.05305562651483342, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098227199635455, "mask_rcnn/false_negative": 0.07696807184639964, "mask_rcnn/false_positive": 0.08981560040292239, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0055661937221885, "total_loss": 0.5845999218872748}
{"data_time": 0.014443772844970226, "eta_seconds": 24897.198015199974, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.19399641577060933, "fast_rcnn/fg_cls_accuracy": 0.7506756756756756, "iteration": 245019, "loss_box_reg": 0.2000883473083377, "loss_cls": 0.14990531373769045, "loss_mask": 0.21625798754394054, "loss_rpn_cls": 0.023595292237587273, "loss_rpn_loc": 0.07227983977645636, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080546366898408, "mask_rcnn/false_negative": 0.08744568624121377, "mask_rcnn/false_positive": 0.10016058527991979, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.001741239335388, "total_loss": 0.655358029063791}
{"data_time": 0.024488026276230812, "eta_seconds": 24881.641403138638, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22153846153846152, "fast_rcnn/fg_cls_accuracy": 0.7542035200571786, "iteration": 245039, "loss_box_reg": 0.1962043084204197, "loss_cls": 0.1410219557583332, "loss_mask": 0.2213438805192709, "loss_rpn_cls": 0.02463015483226627, "loss_rpn_loc": 0.059159785974770784, "lr": 1e-05, "mask_rcnn/accuracy": 0.911778295944756, "mask_rcnn/false_negative": 0.0802663354218983, "mask_rcnn/false_positive": 0.09611750336807402, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0074686650186777, "total_loss": 0.6448286676313728}
{"data_time": 0.018863489851355553, "eta_seconds": 24919.344923775643, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.211734693877551, "fast_rcnn/fg_cls_accuracy": 0.7815942302091721, "iteration": 245059, "loss_box_reg": 0.19954116083681583, "loss_cls": 0.145347289275378, "loss_mask": 0.21635457407683134, "loss_rpn_cls": 0.024759606400039047, "loss_rpn_loc": 0.06686905957758427, "lr": 1e-05, "mask_rcnn/accuracy": 0.9120067535326399, "mask_rcnn/false_negative": 0.08038724192746285, "mask_rcnn/false_positive": 0.08821114566996213, "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": 1.0321382582187653, "total_loss": 0.6566051022382453}
{"data_time": 0.01658598193898797, "eta_seconds": 24895.88573904708, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.20878401703009034, "fast_rcnn/fg_cls_accuracy": 0.764300226615613, "iteration": 245079, "loss_box_reg": 0.1790463663637638, "loss_cls": 0.13620850024744868, "loss_mask": 0.2058550026267767, "loss_rpn_cls": 0.02338031237013638, "loss_rpn_loc": 0.04903640551492572, "lr": 1e-05, "mask_rcnn/accuracy": 0.9152018794657019, "mask_rcnn/false_negative": 0.07700502436434331, "mask_rcnn/false_positive": 0.1019814004106536, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9722096044570208, "total_loss": 0.5831984574906528}
{"data_time": 0.014576549641788006, "eta_seconds": 24890.21830111742, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.21239409791323136, "fast_rcnn/fg_cls_accuracy": 0.7652221561780221, "iteration": 245099, "loss_box_reg": 0.18937928974628448, "loss_cls": 0.13795795338228345, "loss_mask": 0.2213166244328022, "loss_rpn_cls": 0.023868850083090365, "loss_rpn_loc": 0.07201859290944412, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068614314897108, "mask_rcnn/false_negative": 0.07568626489662983, "mask_rcnn/false_positive": 0.10622264911748146, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0099164345301688, "total_loss": 0.6761821355903521}
{"data_time": 0.018379952758550644, "eta_seconds": 24865.202456638217, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.26194202793045296, "fast_rcnn/fg_cls_accuracy": 0.7293432490068089, "iteration": 245119, "loss_box_reg": 0.20195026975125074, "loss_cls": 0.15170130506157875, "loss_mask": 0.22751462645828724, "loss_rpn_cls": 0.031171934388112277, "loss_rpn_loc": 0.07622900186106563, "lr": 1e-05, "mask_rcnn/accuracy": 0.8949519484517945, "mask_rcnn/false_negative": 0.09525738964690335, "mask_rcnn/false_positive": 0.10969211285495742, "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": 0.9959851973690093, "total_loss": 0.6806202091393061}
{"data_time": 0.017678669653832912, "eta_seconds": 24845.214351769537, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.21653792770502683, "fast_rcnn/fg_cls_accuracy": 0.7533282300472608, "iteration": 245139, "loss_box_reg": 0.17835202161222696, "loss_cls": 0.13237046916037798, "loss_mask": 0.21409540995955467, "loss_rpn_cls": 0.023801046452717856, "loss_rpn_loc": 0.05814520001877099, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037287142704011, "mask_rcnn/false_negative": 0.0839052725831534, "mask_rcnn/false_positive": 0.10669926039343244, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9785857726819813, "total_loss": 0.5994157881068531}
{"data_time": 0.016810983885079622, "eta_seconds": 24825.5295111984, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.20069552323118203, "fast_rcnn/fg_cls_accuracy": 0.7915304668510603, "iteration": 245159, "loss_box_reg": 0.17827846761792898, "loss_cls": 0.1224173759110272, "loss_mask": 0.19964145682752132, "loss_rpn_cls": 0.021828964294400066, "loss_rpn_loc": 0.06578759476542473, "lr": 1e-05, "mask_rcnn/accuracy": 0.917954519427071, "mask_rcnn/false_negative": 0.07383911516021632, "mask_rcnn/false_positive": 0.09450854428205455, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0097548081539571, "total_loss": 0.6017954642302357}
{"data_time": 0.015708036720752716, "eta_seconds": 24822.03235451132, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24367302120678935, "fast_rcnn/fg_cls_accuracy": 0.7343199834303038, "iteration": 245179, "loss_box_reg": 0.19924944452941418, "loss_cls": 0.13330531492829323, "loss_mask": 0.20787424221634865, "loss_rpn_cls": 0.023559486609883606, "loss_rpn_loc": 0.07554874732159078, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083621657623241, "mask_rcnn/false_negative": 0.08068405035481437, "mask_rcnn/false_positive": 0.10567826774383862, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0110080284066498, "total_loss": 0.6563066508388147}
{"data_time": 0.018535043578594923, "eta_seconds": 24802.030716836452, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23357278093328876, "fast_rcnn/fg_cls_accuracy": 0.7592528068137825, "iteration": 245199, "loss_box_reg": 0.18805429805070162, "loss_cls": 0.13999075256288052, "loss_mask": 0.20859635807573795, "loss_rpn_cls": 0.024717274558497593, "loss_rpn_loc": 0.07103631133213639, "lr": 1e-05, "mask_rcnn/accuracy": 0.908285490020184, "mask_rcnn/false_negative": 0.08006155846198917, "mask_rcnn/false_positive": 0.10876561792410427, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.004588294774294, "total_loss": 0.6145683547365479}
{"data_time": 0.02276967279613018, "eta_seconds": 24774.67771165073, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24261022927689596, "fast_rcnn/fg_cls_accuracy": 0.7379744136460554, "iteration": 245219, "loss_box_reg": 0.21622328832745552, "loss_cls": 0.14659240189939737, "loss_mask": 0.21921351179480553, "loss_rpn_cls": 0.024466973962262273, "loss_rpn_loc": 0.06521983235143125, "lr": 1e-05, "mask_rcnn/accuracy": 0.8946080020379349, "mask_rcnn/false_negative": 0.10369225288352367, "mask_rcnn/false_positive": 0.10647837379900399, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9897057833150029, "total_loss": 0.6933506424538791}
{"data_time": 0.0184643417596817, "eta_seconds": 24731.187891643494, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.2331315789473684, "fast_rcnn/fg_cls_accuracy": 0.7458098132870169, "iteration": 245239, "loss_box_reg": 0.17234368436038494, "loss_cls": 0.11566096637398005, "loss_mask": 0.20995955727994442, "loss_rpn_cls": 0.018257443691254593, "loss_rpn_loc": 0.04346403595991433, "lr": 1e-05, "mask_rcnn/accuracy": 0.9218303469982903, "mask_rcnn/false_negative": 0.074476204997119, "mask_rcnn/false_positive": 0.0883487115174108, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9626749963499606, "total_loss": 0.5397724947397364}
{"data_time": 0.022640115581452847, "eta_seconds": 24707.04465205781, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.23958745222090416, "fast_rcnn/fg_cls_accuracy": 0.7435507449683258, "iteration": 245259, "loss_box_reg": 0.20274516195058823, "loss_cls": 0.1509445933625102, "loss_mask": 0.21657180786132812, "loss_rpn_cls": 0.030088081839494407, "loss_rpn_loc": 0.08212491730228066, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053659210498572, "mask_rcnn/false_negative": 0.08285032977810079, "mask_rcnn/false_positive": 0.10936777381147261, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.968034082558006, "total_loss": 0.7050049181561917}
{"data_time": 0.014615672640502453, "eta_seconds": 24691.23443786055, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24785570016937025, "fast_rcnn/fg_cls_accuracy": 0.735685534591195, "iteration": 245279, "loss_box_reg": 0.21759773697704077, "loss_cls": 0.15569622069597244, "loss_mask": 0.23045008815824986, "loss_rpn_cls": 0.02424172800965607, "loss_rpn_loc": 0.07609435939230025, "lr": 1e-05, "mask_rcnn/accuracy": 0.9109026549622645, "mask_rcnn/false_negative": 0.07975927129518882, "mask_rcnn/false_positive": 0.09667724790086968, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9933226248249412, "total_loss": 0.7212294203272904}
{"data_time": 0.01522842701524496, "eta_seconds": 24673.47947419621, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.21988760764851847, "fast_rcnn/fg_cls_accuracy": 0.7607356590278791, "iteration": 245299, "loss_box_reg": 0.19272177387028933, "loss_cls": 0.13479279191233218, "loss_mask": 0.2129070721566677, "loss_rpn_cls": 0.020515442651230842, "loss_rpn_loc": 0.056907114339992404, "lr": 1e-05, "mask_rcnn/accuracy": 0.9008123129095583, "mask_rcnn/false_negative": 0.08720959767077266, "mask_rcnn/false_positive": 0.10932823111326115, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0219592158682644, "total_loss": 0.6057110901456326}
{"data_time": 0.01453521940857172, "eta_seconds": 24647.124576102942, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.24464188293975528, "fast_rcnn/fg_cls_accuracy": 0.7503017698986344, "iteration": 245319, "loss_box_reg": 0.21034606453031301, "loss_cls": 0.1528321197256446, "loss_mask": 0.21484747901558876, "loss_rpn_cls": 0.022813813702668995, "loss_rpn_loc": 0.06281739240512252, "lr": 1e-05, "mask_rcnn/accuracy": 0.9139434072737602, "mask_rcnn/false_negative": 0.07781977039161213, "mask_rcnn/false_positive": 0.10232850806922103, "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": 0.9776330916211009, "total_loss": 0.6568995595443994}
{"data_time": 0.02051081880927086, "eta_seconds": 24620.108130024746, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22155435638430665, "fast_rcnn/fg_cls_accuracy": 0.7624632588777083, "iteration": 245339, "loss_box_reg": 0.19563213549554348, "loss_cls": 0.1397391939535737, "loss_mask": 0.21152257174253464, "loss_rpn_cls": 0.022753842698875815, "loss_rpn_loc": 0.055215414613485336, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134721951455326, "mask_rcnn/false_negative": 0.07852989705675667, "mask_rcnn/false_positive": 0.09181100742651338, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0043367710895836, "total_loss": 0.6322077905060723}
{"data_time": 0.024022819474339485, "eta_seconds": 24582.909895777702, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25822781808697304, "fast_rcnn/fg_cls_accuracy": 0.7306284805091487, "iteration": 245359, "loss_box_reg": 0.20755480602383614, "loss_cls": 0.1429916536435485, "loss_mask": 0.2191937416791916, "loss_rpn_cls": 0.0256872218742501, "loss_rpn_loc": 0.07908529485575855, "lr": 1e-05, "mask_rcnn/accuracy": 0.8973667675034616, "mask_rcnn/false_negative": 0.07679480431073574, "mask_rcnn/false_positive": 0.10912118998401465, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9971278542652726, "total_loss": 0.6857110254641157}
{"data_time": 0.021404776256531477, "eta_seconds": 24575.142213329673, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.22561492790500423, "fast_rcnn/fg_cls_accuracy": 0.7517150972252566, "iteration": 245379, "loss_box_reg": 0.2022823542356491, "loss_cls": 0.14766298606991768, "loss_mask": 0.21273710392415524, "loss_rpn_cls": 0.02764654956990853, "loss_rpn_loc": 0.08309514541178942, "lr": 1e-05, "mask_rcnn/accuracy": 0.9126706665021282, "mask_rcnn/false_negative": 0.07883826196171384, "mask_rcnn/false_positive": 0.08640135968296346, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9971268805675209, "total_loss": 0.6872866925550625}
{"data_time": 0.015327787958085537, "eta_seconds": 24529.731864575297, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2442982015472722, "fast_rcnn/fg_cls_accuracy": 0.7334047678084374, "iteration": 245399, "loss_box_reg": 0.1992839751765132, "loss_cls": 0.13848490826785564, "loss_mask": 0.21912255883216858, "loss_rpn_cls": 0.02406589506426826, "loss_rpn_loc": 0.06324244965799153, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028568985329515, "mask_rcnn/false_negative": 0.08865634891000845, "mask_rcnn/false_positive": 0.1107286264130524, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9782094126567245, "total_loss": 0.6489739211392589}
{"data_time": 0.014960414730012417, "eta_seconds": 24501.721266368404, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2757142857142857, "fast_rcnn/fg_cls_accuracy": 0.6994769761673676, "iteration": 245419, "loss_box_reg": 0.20051464345306158, "loss_cls": 0.15256893122568727, "loss_mask": 0.22084106132388115, "loss_rpn_cls": 0.02759039669763297, "loss_rpn_loc": 0.05912521854043007, "lr": 1e-05, "mask_rcnn/accuracy": 0.898843015979977, "mask_rcnn/false_negative": 0.08984211768432421, "mask_rcnn/false_positive": 0.10735442513362328, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0102319177240133, "total_loss": 0.6533367754891515}
{"data_time": 0.01595522090792656, "eta_seconds": 24461.457827836275, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2549651168712125, "fast_rcnn/fg_cls_accuracy": 0.737320982387714, "iteration": 245439, "loss_box_reg": 0.19458692520856857, "loss_cls": 0.15338379610329866, "loss_mask": 0.21228612679988146, "loss_rpn_cls": 0.023153471178375185, "loss_rpn_loc": 0.06522452458739281, "lr": 1e-05, "mask_rcnn/accuracy": 0.9032830189986558, "mask_rcnn/false_negative": 0.0872277686611958, "mask_rcnn/false_positive": 0.10887206631100968, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9601038531400263, "total_loss": 0.6863382367882878}
{"data_time": 0.022020623553544283, "eta_seconds": 24453.294131839648, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.20589403811596152, "fast_rcnn/fg_cls_accuracy": 0.7706579743632063, "iteration": 245459, "loss_box_reg": 0.20348370634019375, "loss_cls": 0.14710058644413948, "loss_mask": 0.2162692304700613, "loss_rpn_cls": 0.024302760255523026, "loss_rpn_loc": 0.06222078623250127, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101468017762662, "mask_rcnn/false_negative": 0.07922410531756272, "mask_rcnn/false_positive": 0.09910254122996462, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0286935437470675, "total_loss": 0.6502336385892704}
{"data_time": 0.01678005186840892, "eta_seconds": 24433.364796768874, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.26972831535959696, "fast_rcnn/fg_cls_accuracy": 0.7138368156212644, "iteration": 245479, "loss_box_reg": 0.20054841320961714, "loss_cls": 0.14127368154004216, "loss_mask": 0.2062265295535326, "loss_rpn_cls": 0.022026053862646222, "loss_rpn_loc": 0.062431265658233315, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033652980946854, "mask_rcnn/false_negative": 0.08680057782975717, "mask_rcnn/false_positive": 0.10202484008408913, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9976705606095493, "total_loss": 0.6406266661069822}
{"data_time": 0.016239143908023834, "eta_seconds": 24401.698566041887, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22088693297224102, "fast_rcnn/fg_cls_accuracy": 0.7550678878510837, "iteration": 245499, "loss_box_reg": 0.20462184958159924, "loss_cls": 0.15915192617103457, "loss_mask": 0.20701593905687332, "loss_rpn_cls": 0.021948000707197934, "loss_rpn_loc": 0.059597139712423086, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053372367157766, "mask_rcnn/false_negative": 0.0818711632574073, "mask_rcnn/false_positive": 0.09751493350326074, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 1.016648636199534, "total_loss": 0.6272678054519929}
{"data_time": 0.022102174814790487, "eta_seconds": 24370.69166444242, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.22066532258064517, "fast_rcnn/fg_cls_accuracy": 0.7618150817639309, "iteration": 245519, "loss_box_reg": 0.19167744042351842, "loss_cls": 0.1499122940003872, "loss_mask": 0.22373920120298862, "loss_rpn_cls": 0.024233582662418485, "loss_rpn_loc": 0.06810737412888557, "lr": 1e-05, "mask_rcnn/accuracy": 0.9104013505488204, "mask_rcnn/false_negative": 0.0768988612182172, "mask_rcnn/false_positive": 0.09638499004899291, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9868286610580981, "total_loss": 0.657957298506517}
{"data_time": 0.017376883421093225, "eta_seconds": 24314.929374661297, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24860928834511664, "fast_rcnn/fg_cls_accuracy": 0.7417171161254815, "iteration": 245539, "loss_box_reg": 0.20236598886549473, "loss_cls": 0.14321925397962332, "loss_mask": 0.21434585936367512, "loss_rpn_cls": 0.022282237303443253, "loss_rpn_loc": 0.06535517424345016, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989566830731568, "mask_rcnn/false_negative": 0.08655272684018042, "mask_rcnn/false_positive": 0.09626964310204872, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9459208333864808, "total_loss": 0.6826223732205108}
{"data_time": 0.02101400773972273, "eta_seconds": 24332.26114988327, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.21988695426195426, "fast_rcnn/fg_cls_accuracy": 0.7555327539031065, "iteration": 245559, "loss_box_reg": 0.1912034498527646, "loss_cls": 0.14053038228303194, "loss_mask": 0.2147862110286951, "loss_rpn_cls": 0.02516858105082065, "loss_rpn_loc": 0.0587638639844954, "lr": 1e-05, "mask_rcnn/accuracy": 0.9187227034138263, "mask_rcnn/false_negative": 0.0770752736466525, "mask_rcnn/false_positive": 0.09037096129494267, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.0127921663224697, "total_loss": 0.624754464632133}
{"data_time": 0.015495317988097668, "eta_seconds": 24312.34931588173, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2199557498246182, "fast_rcnn/fg_cls_accuracy": 0.7723239436619718, "iteration": 245579, "loss_box_reg": 0.1771170338615775, "loss_cls": 0.13115634117275476, "loss_mask": 0.21228745207190514, "loss_rpn_cls": 0.021561173954978585, "loss_rpn_loc": 0.05058650323189795, "lr": 1e-05, "mask_rcnn/accuracy": 0.9090866498049732, "mask_rcnn/false_negative": 0.08358542219478757, "mask_rcnn/false_positive": 0.10405712379429546, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0153836831450462, "total_loss": 0.6025254417327233}
{"data_time": 0.015580022241920233, "eta_seconds": 24318.1343941018, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24165793039965228, "fast_rcnn/fg_cls_accuracy": 0.7343450356695389, "iteration": 245599, "loss_box_reg": 0.18700606748461723, "loss_cls": 0.13981943344697356, "loss_mask": 0.2109887581318617, "loss_rpn_cls": 0.021373871713876724, "loss_rpn_loc": 0.06961028766818345, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098311253450294, "mask_rcnn/false_negative": 0.0851301137215716, "mask_rcnn/false_positive": 0.10273304884824297, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0062809395603836, "total_loss": 0.608817702595843}
{"data_time": 0.016260772943496704, "eta_seconds": 24302.371150236577, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.26070853462157806, "fast_rcnn/fg_cls_accuracy": 0.7166666666666666, "iteration": 245619, "loss_box_reg": 0.17901995964348316, "loss_cls": 0.13081529084593058, "loss_mask": 0.20811321306973696, "loss_rpn_cls": 0.019173389504430816, "loss_rpn_loc": 0.05785080627538264, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023606575842211, "mask_rcnn/false_negative": 0.09484434375785761, "mask_rcnn/false_positive": 0.11023666231991139, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9972287295386195, "total_loss": 0.6085945467930287}
{"data_time": 0.016613580752164125, "eta_seconds": 24284.347495716065, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.23117408906882592, "fast_rcnn/fg_cls_accuracy": 0.7568115942028986, "iteration": 245639, "loss_box_reg": 0.17486784420907497, "loss_cls": 0.1333472952246666, "loss_mask": 0.20239915512502193, "loss_rpn_cls": 0.023494374006986618, "loss_rpn_loc": 0.05905493628233671, "lr": 1e-05, "mask_rcnn/accuracy": 0.9142687562984958, "mask_rcnn/false_negative": 0.07544905818750171, "mask_rcnn/false_positive": 0.0938004181891099, "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": 0.9909866359084845, "total_loss": 0.6017854048404843}
{"data_time": 0.02349502546712756, "eta_seconds": 24264.409607788548, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24113827349121467, "fast_rcnn/fg_cls_accuracy": 0.7488224669759536, "iteration": 245659, "loss_box_reg": 0.18979864194989204, "loss_cls": 0.13699427712708712, "loss_mask": 0.20845741033554077, "loss_rpn_cls": 0.02301140472991392, "loss_rpn_loc": 0.0532132190419361, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148340825553558, "mask_rcnn/false_negative": 0.08044635945443279, "mask_rcnn/false_positive": 0.10294381985023819, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0002618017606437, "total_loss": 0.5948583998833783}
{"data_time": 0.01963701006025076, "eta_seconds": 24241.12329185009, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2171831436537319, "fast_rcnn/fg_cls_accuracy": 0.7792308772232961, "iteration": 245679, "loss_box_reg": 0.2020044382661581, "loss_cls": 0.15439884644001722, "loss_mask": 0.21254372783005238, "loss_rpn_cls": 0.026270244969055057, "loss_rpn_loc": 0.06658732588402927, "lr": 1e-05, "mask_rcnn/accuracy": 0.9199158484680344, "mask_rcnn/false_negative": 0.06779749219103709, "mask_rcnn/false_positive": 0.09184836945788485, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9824101570993662, "total_loss": 0.6593339229584672}
{"data_time": 0.018747335765510798, "eta_seconds": 24222.62587985024, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.23378115717027492, "fast_rcnn/fg_cls_accuracy": 0.7426076816768399, "iteration": 245699, "loss_box_reg": 0.19772233068943024, "loss_cls": 0.1454155733808875, "loss_mask": 0.21735820919275284, "loss_rpn_cls": 0.024357946822419763, "loss_rpn_loc": 0.07519538921769708, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067422074065432, "mask_rcnn/false_negative": 0.08708852244960844, "mask_rcnn/false_positive": 0.09503226728895976, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0114756464026868, "total_loss": 0.6494213869445957}
{"data_time": 0.01896850671619177, "eta_seconds": 24230.403931960464, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2874068199841395, "fast_rcnn/fg_cls_accuracy": 0.7006701030927835, "iteration": 245719, "loss_box_reg": 0.19568517338484526, "loss_cls": 0.14049520762637258, "loss_mask": 0.21165311709046364, "loss_rpn_cls": 0.018733061209786683, "loss_rpn_loc": 0.055882133077830076, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105978708419856, "mask_rcnn/false_negative": 0.08277330219347084, "mask_rcnn/false_positive": 0.10886692331601105, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0364937148988247, "total_loss": 0.6422476600855589}
{"data_time": 0.01774486806243658, "eta_seconds": 24207.14185303077, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.22159542348641348, "fast_rcnn/fg_cls_accuracy": 0.7665071996968549, "iteration": 245739, "loss_box_reg": 0.18935097567737103, "loss_cls": 0.14060858637094498, "loss_mask": 0.23133043013513088, "loss_rpn_cls": 0.025712817267049104, "loss_rpn_loc": 0.07230798387899995, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070428485859753, "mask_rcnn/false_negative": 0.0785084866793698, "mask_rcnn/false_positive": 0.10285919225463167, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9998214202933013, "total_loss": 0.6595875645871274}
{"data_time": 0.014782926067709923, "eta_seconds": 24187.185429409146, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.19268295377951625, "fast_rcnn/fg_cls_accuracy": 0.7819795889836432, "iteration": 245759, "loss_box_reg": 0.20207679271697998, "loss_cls": 0.14754978939890862, "loss_mask": 0.2123644407838583, "loss_rpn_cls": 0.021326219895854592, "loss_rpn_loc": 0.06918052956461906, "lr": 1e-05, "mask_rcnn/accuracy": 0.912967050804359, "mask_rcnn/false_negative": 0.07039491578733349, "mask_rcnn/false_positive": 0.10446362185450597, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0072396961040795, "total_loss": 0.6514296260429546}
{"data_time": 0.01378885842859745, "eta_seconds": 24187.85732840188, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2733587490307573, "fast_rcnn/fg_cls_accuracy": 0.7197919359007495, "iteration": 245779, "loss_box_reg": 0.19709025230258703, "loss_cls": 0.13680350221693516, "loss_mask": 0.21308940462768078, "loss_rpn_cls": 0.02332036820007488, "loss_rpn_loc": 0.06842389912344515, "lr": 1e-05, "mask_rcnn/accuracy": 0.8912481767089915, "mask_rcnn/false_negative": 0.09931631257117271, "mask_rcnn/false_positive": 0.11748431230099815, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.016499972436577, "total_loss": 0.6561859895591624}
{"data_time": 0.02237330237403512, "eta_seconds": 24173.279311601073, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2281906544312968, "fast_rcnn/fg_cls_accuracy": 0.7499750752726765, "iteration": 245799, "loss_box_reg": 0.1970040462911129, "loss_cls": 0.14064832869917154, "loss_mask": 0.20505838096141815, "loss_rpn_cls": 0.022796277073211968, "loss_rpn_loc": 0.06156230892520398, "lr": 1e-05, "mask_rcnn/accuracy": 0.9157394340715009, "mask_rcnn/false_negative": 0.07357851201150684, "mask_rcnn/false_positive": 0.10177991348400785, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0001912489533424, "total_loss": 0.6257875888841227}
{"data_time": 0.01750124804675579, "eta_seconds": 24185.48310868442, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.26358217705686926, "fast_rcnn/fg_cls_accuracy": 0.6859158609877188, "iteration": 245819, "loss_box_reg": 0.18284956319257617, "loss_cls": 0.14151128381490707, "loss_mask": 0.20943343453109264, "loss_rpn_cls": 0.021320099127478898, "loss_rpn_loc": 0.05984299734700471, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114467752915958, "mask_rcnn/false_negative": 0.08528689113745352, "mask_rcnn/false_positive": 0.10408266362268444, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.003450839780271, "total_loss": 0.6401911622378975}
{"data_time": 0.015362069942057133, "eta_seconds": 24142.45850265026, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.23717533635513346, "fast_rcnn/fg_cls_accuracy": 0.7420900005178395, "iteration": 245839, "loss_box_reg": 0.2052705232053995, "loss_cls": 0.15912248939275742, "loss_mask": 0.20806299336254597, "loss_rpn_cls": 0.02056737127713859, "loss_rpn_loc": 0.05646441760472953, "lr": 1e-05, "mask_rcnn/accuracy": 0.9119196245377132, "mask_rcnn/false_negative": 0.07807232516761733, "mask_rcnn/false_positive": 0.09374550590185236, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9707386908121407, "total_loss": 0.6475124002899975}
{"data_time": 0.014774362556636333, "eta_seconds": 24114.080749275163, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.24474932249322495, "fast_rcnn/fg_cls_accuracy": 0.7324489123269611, "iteration": 245859, "loss_box_reg": 0.2071081972680986, "loss_cls": 0.15649085864424706, "loss_mask": 0.22498559206724167, "loss_rpn_cls": 0.029650751137523912, "loss_rpn_loc": 0.08126143761910498, "lr": 1e-05, "mask_rcnn/accuracy": 0.9015031419071693, "mask_rcnn/false_negative": 0.09039275921383573, "mask_rcnn/false_positive": 0.10164353702532945, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9925581300631166, "total_loss": 0.7080840745329624}
{"data_time": 0.015608749352395535, "eta_seconds": 24115.69265747443, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.26434123645279023, "fast_rcnn/fg_cls_accuracy": 0.7085753900696772, "iteration": 245879, "loss_box_reg": 0.20395290199667215, "loss_cls": 0.14911171607673168, "loss_mask": 0.21919533796608448, "loss_rpn_cls": 0.02664925344288349, "loss_rpn_loc": 0.0762805410195142, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037267693792361, "mask_rcnn/false_negative": 0.08179310278478058, "mask_rcnn/false_positive": 0.09773372907182926, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9981518196873367, "total_loss": 0.6668020310462452}
{"data_time": 0.015128945000469685, "eta_seconds": 24105.46496771276, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25401016437703483, "fast_rcnn/fg_cls_accuracy": 0.7261226475025808, "iteration": 245899, "loss_box_reg": 0.2038390152156353, "loss_cls": 0.15102151222527027, "loss_mask": 0.21578994765877724, "loss_rpn_cls": 0.020890988467726856, "loss_rpn_loc": 0.04956657881848514, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065145154002561, "mask_rcnn/false_negative": 0.0870687197352549, "mask_rcnn/false_positive": 0.094183246722109, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0079217497259378, "total_loss": 0.6639201081125066}
{"data_time": 0.015163685660809278, "eta_seconds": 24081.48268893361, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24585792505155374, "fast_rcnn/fg_cls_accuracy": 0.731700184460341, "iteration": 245919, "loss_box_reg": 0.1802529850974679, "loss_cls": 0.14150126185268164, "loss_mask": 0.20298533141613007, "loss_rpn_cls": 0.022479713370557874, "loss_rpn_loc": 0.06125910300761461, "lr": 1e-05, "mask_rcnn/accuracy": 0.9072309191969471, "mask_rcnn/false_negative": 0.0848022836486376, "mask_rcnn/false_positive": 0.10779351095824903, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0018621846102178, "total_loss": 0.6321205686545}
{"data_time": 0.016372108832001686, "eta_seconds": 24065.45589722693, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23469565217391303, "fast_rcnn/fg_cls_accuracy": 0.7434797072521624, "iteration": 245939, "loss_box_reg": 0.20514249335974455, "loss_cls": 0.14964547753334045, "loss_mask": 0.221576277166605, "loss_rpn_cls": 0.02491505304351449, "loss_rpn_loc": 0.060301261488348246, "lr": 1e-05, "mask_rcnn/accuracy": 0.8978290652429973, "mask_rcnn/false_negative": 0.10184240611999773, "mask_rcnn/false_positive": 0.09324570462273307, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0009382031857967, "total_loss": 0.660171814088244}
{"data_time": 0.014738531783223152, "eta_seconds": 24053.35185609758, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.1927932281827102, "fast_rcnn/fg_cls_accuracy": 0.7896026831785345, "iteration": 245959, "loss_box_reg": 0.19539663894101977, "loss_cls": 0.13467166665941477, "loss_mask": 0.21292672771960497, "loss_rpn_cls": 0.02163812716025859, "loss_rpn_loc": 0.07059727539308369, "lr": 1e-05, "mask_rcnn/accuracy": 0.9076838870026155, "mask_rcnn/false_negative": 0.07744718837900635, "mask_rcnn/false_positive": 0.09286407652260127, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.006794304586947, "total_loss": 0.6126610654464457}
{"data_time": 0.015910960733890533, "eta_seconds": 24030.843320153654, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.22122239644079186, "fast_rcnn/fg_cls_accuracy": 0.7349537037037037, "iteration": 245979, "loss_box_reg": 0.2017537411302328, "loss_cls": 0.15339105110615492, "loss_mask": 0.22188215143978596, "loss_rpn_cls": 0.024489986011758447, "loss_rpn_loc": 0.07225717604160309, "lr": 1e-05, "mask_rcnn/accuracy": 0.8984659192765494, "mask_rcnn/false_negative": 0.0937751991152769, "mask_rcnn/false_positive": 0.09967365880765602, "roi_head/num_bg_samples": 425.125, "roi_head/num_fg_samples": 86.875, "rpn/num_neg_anchors": 210.125, "rpn/num_pos_anchors": 45.875, "time": 0.9927728134207428, "total_loss": 0.6846082468982786}
{"data_time": 0.016438160091638565, "eta_seconds": 24019.18937265873, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23557692307692307, "fast_rcnn/fg_cls_accuracy": 0.7434526258055669, "iteration": 245999, "loss_box_reg": 0.2054139170795679, "loss_cls": 0.14882220793515444, "loss_mask": 0.21949324570596218, "loss_rpn_cls": 0.024671768478583544, "loss_rpn_loc": 0.08762669889256358, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012325344013528, "mask_rcnn/false_negative": 0.08874771271795615, "mask_rcnn/false_positive": 0.10951364759879907, "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": 1.0182610638439655, "total_loss": 0.6860564677626826}
{"data_time": 0.02294279681518674, "eta_seconds": 23993.318531997502, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2522498907820009, "fast_rcnn/fg_cls_accuracy": 0.7349855589534489, "iteration": 246019, "loss_box_reg": 0.19364483607932925, "loss_cls": 0.14784489898011088, "loss_mask": 0.222873130813241, "loss_rpn_cls": 0.026850839203689247, "loss_rpn_loc": 0.06137141690123826, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108488186941444, "mask_rcnn/false_negative": 0.08706687890048957, "mask_rcnn/false_positive": 0.09032110189473025, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9929660251364112, "total_loss": 0.6470809543388896}
{"data_time": 0.015195120126008987, "eta_seconds": 23967.270428668708, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23328281694357134, "fast_rcnn/fg_cls_accuracy": 0.7407647219193021, "iteration": 246039, "loss_box_reg": 0.17794000543653965, "loss_cls": 0.13123893085867167, "loss_mask": 0.21455726400017738, "loss_rpn_cls": 0.026851238268136512, "loss_rpn_loc": 0.05612594247213565, "lr": 1e-05, "mask_rcnn/accuracy": 0.8995156913344968, "mask_rcnn/false_negative": 0.08097151098582281, "mask_rcnn/false_positive": 0.11667053807830158, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0107667315751314, "total_loss": 0.6059087977628224}
{"data_time": 0.014275139197707176, "eta_seconds": 23915.335179883987, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2318749600153541, "fast_rcnn/fg_cls_accuracy": 0.7473508634222921, "iteration": 246059, "loss_box_reg": 0.20768904825672507, "loss_cls": 0.1494259089231491, "loss_mask": 0.21767229214310646, "loss_rpn_cls": 0.030015253723831847, "loss_rpn_loc": 0.06783935660496354, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050269620684649, "mask_rcnn/false_negative": 0.07872888613933167, "mask_rcnn/false_positive": 0.10434246486536286, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.002523350995034, "total_loss": 0.6617771892342716}
{"data_time": 0.013713288586586714, "eta_seconds": 23930.79817727208, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.21034803744117495, "fast_rcnn/fg_cls_accuracy": 0.7537005581169619, "iteration": 246079, "loss_box_reg": 0.19283089134842157, "loss_cls": 0.14223873801529408, "loss_mask": 0.20367653667926788, "loss_rpn_cls": 0.024846634682035074, "loss_rpn_loc": 0.05428349249996245, "lr": 1e-05, "mask_rcnn/accuracy": 0.9115815614049849, "mask_rcnn/false_negative": 0.08710123159059052, "mask_rcnn/false_positive": 0.09573688064633519, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0232510273344815, "total_loss": 0.6319156981771812}
{"data_time": 0.024227290879935026, "eta_seconds": 23901.471605710685, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.26342914916527616, "fast_rcnn/fg_cls_accuracy": 0.7331699135595406, "iteration": 246099, "loss_box_reg": 0.17806478776037693, "loss_cls": 0.13388580363243818, "loss_mask": 0.19915850460529327, "loss_rpn_cls": 0.021730050561018288, "loss_rpn_loc": 0.06593793071806431, "lr": 1e-05, "mask_rcnn/accuracy": 0.904447084366869, "mask_rcnn/false_negative": 0.08671503897812258, "mask_rcnn/false_positive": 0.11145632933734956, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.0003471411764622, "total_loss": 0.5901898293523118}
{"data_time": 0.014263453893363476, "eta_seconds": 23889.38383838162, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26884984379500587, "fast_rcnn/fg_cls_accuracy": 0.7198491456924493, "iteration": 246119, "loss_box_reg": 0.19750057719647884, "loss_cls": 0.13918164372444153, "loss_mask": 0.21147049311548471, "loss_rpn_cls": 0.020897823967970908, "loss_rpn_loc": 0.06735636130906641, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116705596374017, "mask_rcnn/false_negative": 0.07835431293800979, "mask_rcnn/false_positive": 0.0958390127720474, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.005665993783623, "total_loss": 0.6499898390611634}
{"data_time": 0.015170386526733637, "eta_seconds": 23879.077434651554, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24984873949579833, "fast_rcnn/fg_cls_accuracy": 0.7332592229716999, "iteration": 246139, "loss_box_reg": 0.195972403511405, "loss_cls": 0.13978017587214708, "loss_mask": 0.22174360416829586, "loss_rpn_cls": 0.021137273055501282, "loss_rpn_loc": 0.05755738215520978, "lr": 1e-05, "mask_rcnn/accuracy": 0.9086606322216386, "mask_rcnn/false_negative": 0.08091509815949924, "mask_rcnn/false_positive": 0.10295240506297412, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9841935862787068, "total_loss": 0.6274845652878867}
{"data_time": 0.019495114218443632, "eta_seconds": 23835.742659792304, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.22219986248763227, "fast_rcnn/fg_cls_accuracy": 0.7653149765719904, "iteration": 246159, "loss_box_reg": 0.186058284714818, "loss_cls": 0.12425726279616356, "loss_mask": 0.2081725299358368, "loss_rpn_cls": 0.0232665806543082, "loss_rpn_loc": 0.07153297821059823, "lr": 1e-05, "mask_rcnn/accuracy": 0.9190771647642108, "mask_rcnn/false_negative": 0.08244466059536226, "mask_rcnn/false_positive": 0.0928426959636134, "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": 0.9711684724316001, "total_loss": 0.6138137312373146}
{"data_time": 0.019394828006625175, "eta_seconds": 23821.46667983383, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2638493837193553, "fast_rcnn/fg_cls_accuracy": 0.7043218077289347, "iteration": 246179, "loss_box_reg": 0.19059421308338642, "loss_cls": 0.1418799040839076, "loss_mask": 0.21309345960617065, "loss_rpn_cls": 0.02187327854335308, "loss_rpn_loc": 0.06349949695868418, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097469241188966, "mask_rcnn/false_negative": 0.08333189291640675, "mask_rcnn/false_positive": 0.10579868878143911, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0204575005918741, "total_loss": 0.626314528635703}
{"data_time": 0.016479020938277245, "eta_seconds": 23785.360755119473, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23791956018518517, "fast_rcnn/fg_cls_accuracy": 0.751595744680851, "iteration": 246199, "loss_box_reg": 0.17832682095468044, "loss_cls": 0.13536088727414608, "loss_mask": 0.2097194567322731, "loss_rpn_cls": 0.02163487736834213, "loss_rpn_loc": 0.05813437153119594, "lr": 1e-05, "mask_rcnn/accuracy": 0.9065204417033634, "mask_rcnn/false_negative": 0.08466460482224977, "mask_rcnn/false_positive": 0.1002920238094488, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9876335114240646, "total_loss": 0.6197719203191809}
{"data_time": 0.0128027000464499, "eta_seconds": 23775.753374574706, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.1852183797490491, "fast_rcnn/fg_cls_accuracy": 0.797411462557448, "iteration": 246219, "loss_box_reg": 0.1867484524846077, "loss_cls": 0.1427125846967101, "loss_mask": 0.20737759210169315, "loss_rpn_cls": 0.025603721849620342, "loss_rpn_loc": 0.06611848867032677, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148835365691341, "mask_rcnn/false_negative": 0.08372737073700552, "mask_rcnn/false_positive": 0.09258622086529822, "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": 0.9990998180583119, "total_loss": 0.6459181966492906}
{"data_time": 0.022757754661142826, "eta_seconds": 23793.198366500437, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23374454743729553, "fast_rcnn/fg_cls_accuracy": 0.7480634377038486, "iteration": 246239, "loss_box_reg": 0.2109349276870489, "loss_cls": 0.1549241840839386, "loss_mask": 0.215952942147851, "loss_rpn_cls": 0.02505791571456939, "loss_rpn_loc": 0.06388218072243035, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025197172673787, "mask_rcnn/false_negative": 0.08832036903835203, "mask_rcnn/false_positive": 0.09471295641731149, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0255714184604585, "total_loss": 0.6844386041921098}
{"data_time": 0.020025042351335287, "eta_seconds": 23781.915486287326, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2442092736622891, "fast_rcnn/fg_cls_accuracy": 0.7356742783283068, "iteration": 246259, "loss_box_reg": 0.2026236355304718, "loss_cls": 0.1455631097778678, "loss_mask": 0.20902405492961407, "loss_rpn_cls": 0.027185790590010583, "loss_rpn_loc": 0.08432065369561315, "lr": 1e-05, "mask_rcnn/accuracy": 0.9023411766729448, "mask_rcnn/false_negative": 0.09535780627538257, "mask_rcnn/false_positive": 0.10967845917724618, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.000672560185194, "total_loss": 0.6589431811589748}
{"data_time": 0.013955756090581417, "eta_seconds": 23765.721054058522, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2408887361194657, "fast_rcnn/fg_cls_accuracy": 0.7380174291938998, "iteration": 246279, "loss_box_reg": 0.17986493185162544, "loss_cls": 0.13730790908448398, "loss_mask": 0.20370453037321568, "loss_rpn_cls": 0.023792312131263316, "loss_rpn_loc": 0.057215333450585604, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091729287079657, "mask_rcnn/false_negative": 0.08174859068971584, "mask_rcnn/false_positive": 0.09031228868200042, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.00636445870623, "total_loss": 0.6188147845095955}
{"data_time": 0.01519559696316719, "eta_seconds": 23739.12930143997, "fast_rcnn/cls_accuracy": 0.962158203125, "fast_rcnn/false_negative": 0.2029406392694064, "fast_rcnn/fg_cls_accuracy": 0.7902100456621004, "iteration": 246299, "loss_box_reg": 0.2033681832253933, "loss_cls": 0.15855509508401155, "loss_mask": 0.22285838425159454, "loss_rpn_cls": 0.0225505658891052, "loss_rpn_loc": 0.0769629564601928, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024606201703983, "mask_rcnn/false_negative": 0.09600426436940168, "mask_rcnn/false_positive": 0.10341035336063509, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9952768259681761, "total_loss": 0.6906871975515969}
{"data_time": 0.026740774977952242, "eta_seconds": 23713.08658748865, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.25122053872053873, "fast_rcnn/fg_cls_accuracy": 0.7169472502805836, "iteration": 246319, "loss_box_reg": 0.20685276575386524, "loss_cls": 0.1453920416533947, "loss_mask": 0.21284552104771137, "loss_rpn_cls": 0.02621226554038003, "loss_rpn_loc": 0.07502574124373496, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042920946487061, "mask_rcnn/false_negative": 0.0776615743943745, "mask_rcnn/false_positive": 0.10624998442950952, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9917211141437292, "total_loss": 0.6671171794296242}
{"data_time": 0.016341540962457657, "eta_seconds": 23687.60739231482, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.24540055048529624, "fast_rcnn/fg_cls_accuracy": 0.7189438840941389, "iteration": 246339, "loss_box_reg": 0.21908851526677608, "loss_cls": 0.17389665357768536, "loss_mask": 0.22142869234085083, "loss_rpn_cls": 0.028779926244169474, "loss_rpn_loc": 0.06266426458023489, "lr": 1e-05, "mask_rcnn/accuracy": 0.9061340391013227, "mask_rcnn/false_negative": 0.09033681974481882, "mask_rcnn/false_positive": 0.10612986383826274, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9956513163633645, "total_loss": 0.715382167865755}
{"data_time": 0.013950099237263203, "eta_seconds": 23658.90153206885, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.21354375752709756, "fast_rcnn/fg_cls_accuracy": 0.7613625196540881, "iteration": 246359, "loss_box_reg": 0.18345184810459614, "loss_cls": 0.13276965357363224, "loss_mask": 0.21407497487962246, "loss_rpn_cls": 0.02520874940091744, "loss_rpn_loc": 0.06697932397946715, "lr": 1e-05, "mask_rcnn/accuracy": 0.9147199357333623, "mask_rcnn/false_negative": 0.0713474404415037, "mask_rcnn/false_positive": 0.10047555967364225, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.99687087116763, "total_loss": 0.6106489564990625}
{"data_time": 0.015699580311775208, "eta_seconds": 23651.780069330707, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.26746564681816165, "fast_rcnn/fg_cls_accuracy": 0.7093768200349446, "iteration": 246379, "loss_box_reg": 0.20802886970341206, "loss_cls": 0.15828746370971203, "loss_mask": 0.21689533442258835, "loss_rpn_cls": 0.030175359279382974, "loss_rpn_loc": 0.06817977456375957, "lr": 1e-05, "mask_rcnn/accuracy": 0.906762928572311, "mask_rcnn/false_negative": 0.08038283489447905, "mask_rcnn/false_positive": 0.09940851005178492, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0371589781716466, "total_loss": 0.7067829418811016}
{"data_time": 0.022497049532830715, "eta_seconds": 23632.974808476865, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.26200307998419126, "fast_rcnn/fg_cls_accuracy": 0.7303053707224334, "iteration": 246399, "loss_box_reg": 0.1962530082091689, "loss_cls": 0.1514462996274233, "loss_mask": 0.22422524727880955, "loss_rpn_cls": 0.027314221835695207, "loss_rpn_loc": 0.066621208563447, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083200223563525, "mask_rcnn/false_negative": 0.08278996185422792, "mask_rcnn/false_positive": 0.10255663774155593, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9979636948555708, "total_loss": 0.6707619748776779}
{"data_time": 0.012292351573705673, "eta_seconds": 23598.8535586372, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.24898652437949653, "fast_rcnn/fg_cls_accuracy": 0.7359083749015489, "iteration": 246419, "loss_box_reg": 0.19601954519748688, "loss_cls": 0.15402359794825315, "loss_mask": 0.21526875719428062, "loss_rpn_cls": 0.022862604644615203, "loss_rpn_loc": 0.06473844754509628, "lr": 1e-05, "mask_rcnn/accuracy": 0.9153327539807132, "mask_rcnn/false_negative": 0.070819525566874, "mask_rcnn/false_positive": 0.09111435155737974, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9884678083471954, "total_loss": 0.6512781318742782}
{"data_time": 0.028157756198197603, "eta_seconds": 23604.179927725345, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2112310246679317, "fast_rcnn/fg_cls_accuracy": 0.7833926312460469, "iteration": 246439, "loss_box_reg": 0.19849304482340813, "loss_cls": 0.14506271434947848, "loss_mask": 0.21297449432313442, "loss_rpn_cls": 0.0236167969123926, "loss_rpn_loc": 0.06499595649074763, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012733085594169, "mask_rcnn/false_negative": 0.08895890390838215, "mask_rcnn/false_positive": 0.11108155684717, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0240609063766897, "total_loss": 0.6511814946425147}
{"data_time": 0.018339185044169426, "eta_seconds": 23571.92456079647, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.21074678460678153, "fast_rcnn/fg_cls_accuracy": 0.7772784810126583, "iteration": 246459, "loss_box_reg": 0.18871488608419895, "loss_cls": 0.13839011546224356, "loss_mask": 0.21093425247818232, "loss_rpn_cls": 0.02359865279868245, "loss_rpn_loc": 0.05987854255363345, "lr": 1e-05, "mask_rcnn/accuracy": 0.912623422444974, "mask_rcnn/false_negative": 0.07600985041903238, "mask_rcnn/false_positive": 0.10226402705402139, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9968247408978641, "total_loss": 0.6149662027601153}
{"data_time": 0.020830155350267887, "eta_seconds": 23561.482750698924, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.22927483465109766, "fast_rcnn/fg_cls_accuracy": 0.7296275071633238, "iteration": 246479, "loss_box_reg": 0.1806736085563898, "loss_cls": 0.14367146790027618, "loss_mask": 0.20565120223909616, "loss_rpn_cls": 0.022483924694824964, "loss_rpn_loc": 0.05928119155578315, "lr": 1e-05, "mask_rcnn/accuracy": 0.9067266642657512, "mask_rcnn/false_negative": 0.08965572521202528, "mask_rcnn/false_positive": 0.10442385243870417, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.0232233870774508, "total_loss": 0.6235823113820516}
{"data_time": 0.020830105058848858, "eta_seconds": 23541.44747625105, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1831055231586376, "fast_rcnn/fg_cls_accuracy": 0.8146171489061398, "iteration": 246499, "loss_box_reg": 0.1996389627456665, "loss_cls": 0.14500664826482534, "loss_mask": 0.2100205309689045, "loss_rpn_cls": 0.026260386977810413, "loss_rpn_loc": 0.06127418391406536, "lr": 1e-05, "mask_rcnn/accuracy": 0.918718447424359, "mask_rcnn/false_negative": 0.08043505630817943, "mask_rcnn/false_positive": 0.09177790560670143, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0051421830430627, "total_loss": 0.6318041171762161}
{"data_time": 0.018638670910149813, "eta_seconds": 23525.258446428925, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.23547645095234088, "fast_rcnn/fg_cls_accuracy": 0.7178866234408771, "iteration": 246519, "loss_box_reg": 0.17912736907601357, "loss_cls": 0.13111162930727005, "loss_mask": 0.2006523422896862, "loss_rpn_cls": 0.022345399018377066, "loss_rpn_loc": 0.06079105939716101, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112265279578944, "mask_rcnn/false_negative": 0.08188047192418477, "mask_rcnn/false_positive": 0.10015520154453361, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9660756587982178, "total_loss": 0.5867096988367848}
{"data_time": 0.014653626829385757, "eta_seconds": 23534.766065357253, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2202429889467434, "fast_rcnn/fg_cls_accuracy": 0.7482341911953563, "iteration": 246539, "loss_box_reg": 0.19210529047995806, "loss_cls": 0.1311358455568552, "loss_mask": 0.21564281918108463, "loss_rpn_cls": 0.020570287175360136, "loss_rpn_loc": 0.05904940899927169, "lr": 1e-05, "mask_rcnn/accuracy": 0.9000295305529741, "mask_rcnn/false_negative": 0.09156135643382948, "mask_rcnn/false_positive": 0.09471688073947451, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.030082134064287, "total_loss": 0.6463196185068227}
{"data_time": 0.014280577655881643, "eta_seconds": 23501.986932568252, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.21658465167351254, "fast_rcnn/fg_cls_accuracy": 0.7758975393303751, "iteration": 246559, "loss_box_reg": 0.20135636441409588, "loss_cls": 0.13698244211263955, "loss_mask": 0.21787910535931587, "loss_rpn_cls": 0.02076248888624832, "loss_rpn_loc": 0.055700487457215786, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128389902096556, "mask_rcnn/false_negative": 0.07434027380223593, "mask_rcnn/false_positive": 0.10630917769064004, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0100531592033803, "total_loss": 0.6491289654513821}
{"data_time": 0.018677792511880398, "eta_seconds": 23477.883011642843, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.21799240850026322, "fast_rcnn/fg_cls_accuracy": 0.7303950471698113, "iteration": 246579, "loss_box_reg": 0.19025338627398014, "loss_cls": 0.14199570659548044, "loss_mask": 0.20675740018486977, "loss_rpn_cls": 0.026699358131736517, "loss_rpn_loc": 0.0652623149799183, "lr": 1e-05, "mask_rcnn/accuracy": 0.907668892624053, "mask_rcnn/false_negative": 0.08769127550668826, "mask_rcnn/false_positive": 0.09587644556715115, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0027352292090654, "total_loss": 0.6300002735224552}
{"data_time": 0.021552743390202522, "eta_seconds": 23460.473764222115, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2283300521798964, "fast_rcnn/fg_cls_accuracy": 0.7368499552550463, "iteration": 246599, "loss_box_reg": 0.17055410053581, "loss_cls": 0.1280415030196309, "loss_mask": 0.2037544660270214, "loss_rpn_cls": 0.022118556313216686, "loss_rpn_loc": 0.054142371052876115, "lr": 1e-05, "mask_rcnn/accuracy": 0.8989911321671525, "mask_rcnn/false_negative": 0.09459122534158934, "mask_rcnn/false_positive": 0.10632035710812814, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0176207022741437, "total_loss": 0.5863716307212599}
{"data_time": 0.016459741163998842, "eta_seconds": 23450.76925673522, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23750491932310114, "fast_rcnn/fg_cls_accuracy": 0.7557208448117538, "iteration": 246619, "loss_box_reg": 0.19068628223612905, "loss_cls": 0.13774572033435106, "loss_mask": 0.21016107685863972, "loss_rpn_cls": 0.02407926751766354, "loss_rpn_loc": 0.07115470734424889, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081412055206698, "mask_rcnn/false_negative": 0.0884062945646664, "mask_rcnn/false_positive": 0.10227155179515235, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 1.0183905977755785, "total_loss": 0.625010751769878}
{"data_time": 0.01453698193654418, "eta_seconds": 23434.942898899317, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.22701197642469115, "fast_rcnn/fg_cls_accuracy": 0.7381516694048678, "iteration": 246639, "loss_box_reg": 0.20832734368741512, "loss_cls": 0.1451735245063901, "loss_mask": 0.22598671540617943, "loss_rpn_cls": 0.028606933308765292, "loss_rpn_loc": 0.07293418771587312, "lr": 1e-05, "mask_rcnn/accuracy": 0.8998348286739636, "mask_rcnn/false_negative": 0.08774000965490199, "mask_rcnn/false_positive": 0.10356242638278795, "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": 1.016003196593374, "total_loss": 0.6756330573698506}
{"data_time": 0.017075066920369864, "eta_seconds": 23425.951435323805, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23156442133537045, "fast_rcnn/fg_cls_accuracy": 0.7565845236226652, "iteration": 246659, "loss_box_reg": 0.1865974310785532, "loss_cls": 0.13895141053944826, "loss_mask": 0.2065795175731182, "loss_rpn_cls": 0.023417941119987518, "loss_rpn_loc": 0.06386739877052605, "lr": 1e-05, "mask_rcnn/accuracy": 0.9091097775822591, "mask_rcnn/false_negative": 0.08505595061218553, "mask_rcnn/false_positive": 0.1000306355217773, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0184484678320587, "total_loss": 0.6395468846603762}
{"data_time": 0.01569948485121131, "eta_seconds": 23443.789648860693, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23606822176825504, "fast_rcnn/fg_cls_accuracy": 0.7399488783683067, "iteration": 246679, "loss_box_reg": 0.21639225352555513, "loss_cls": 0.15333728166297078, "loss_mask": 0.21960241626948118, "loss_rpn_cls": 0.026279561803676188, "loss_rpn_loc": 0.055323210544884205, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101409525518602, "mask_rcnn/false_negative": 0.08405166041864709, "mask_rcnn/false_positive": 0.094466961583297, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.03722361382097, "total_loss": 0.6779450356843881}
{"data_time": 0.016970715019851923, "eta_seconds": 23432.420837739483, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23370378685825477, "fast_rcnn/fg_cls_accuracy": 0.745894541022516, "iteration": 246699, "loss_box_reg": 0.18330923840403557, "loss_cls": 0.13823950476944447, "loss_mask": 0.21134419739246368, "loss_rpn_cls": 0.026201837812550366, "loss_rpn_loc": 0.06717363884672523, "lr": 1e-05, "mask_rcnn/accuracy": 0.9046754118313992, "mask_rcnn/false_negative": 0.08454753672103747, "mask_rcnn/false_positive": 0.103317122723289, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0202621868811548, "total_loss": 0.6404836013680324}
{"data_time": 0.014156646095216274, "eta_seconds": 23399.536712653935, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2250794314381271, "fast_rcnn/fg_cls_accuracy": 0.7503753753753754, "iteration": 246719, "loss_box_reg": 0.20313109084963799, "loss_cls": 0.1488754265010357, "loss_mask": 0.22387034073472023, "loss_rpn_cls": 0.022582277073524892, "loss_rpn_loc": 0.06411077210213989, "lr": 1e-05, "mask_rcnn/accuracy": 0.9137511840212136, "mask_rcnn/false_negative": 0.07873835528911767, "mask_rcnn/false_positive": 0.09840607843012845, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0075635248795152, "total_loss": 0.6628633931977674}
{"data_time": 0.020913155749440193, "eta_seconds": 23383.47115062177, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2577061722945634, "fast_rcnn/fg_cls_accuracy": 0.7323135318059175, "iteration": 246739, "loss_box_reg": 0.20923376642167568, "loss_cls": 0.16043141297996044, "loss_mask": 0.21894734539091587, "loss_rpn_cls": 0.026065519195981324, "loss_rpn_loc": 0.06830439786426723, "lr": 1e-05, "mask_rcnn/accuracy": 0.8993968062558292, "mask_rcnn/false_negative": 0.08530200066633584, "mask_rcnn/false_positive": 0.11455594461791205, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 1.0034122536890209, "total_loss": 0.6884248075075448}
{"data_time": 0.013312267139554024, "eta_seconds": 23354.88268248737, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23298196596393192, "fast_rcnn/fg_cls_accuracy": 0.7399636693914623, "iteration": 246759, "loss_box_reg": 0.20287884399294853, "loss_cls": 0.15690375585108995, "loss_mask": 0.217202914878726, "loss_rpn_cls": 0.02832632791250944, "loss_rpn_loc": 0.07799538341350853, "lr": 1e-05, "mask_rcnn/accuracy": 0.9103558316750737, "mask_rcnn/false_negative": 0.0791932851436146, "mask_rcnn/false_positive": 0.10025178379610394, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9917911868542433, "total_loss": 0.6648889735224657}
{"data_time": 0.018634642474353313, "eta_seconds": 23308.39623422362, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.21616541353383456, "fast_rcnn/fg_cls_accuracy": 0.7703007518796992, "iteration": 246779, "loss_box_reg": 0.20542437583208084, "loss_cls": 0.1426572948694229, "loss_mask": 0.22196107171475887, "loss_rpn_cls": 0.02782079705502838, "loss_rpn_loc": 0.07490528759080917, "lr": 1e-05, "mask_rcnn/accuracy": 0.910835675648931, "mask_rcnn/false_negative": 0.08307568501481602, "mask_rcnn/false_positive": 0.08996479614922102, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.984492284245789, "total_loss": 0.6612362927990034}
{"data_time": 0.015080489683896303, "eta_seconds": 23281.96010403335, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23883845524220554, "fast_rcnn/fg_cls_accuracy": 0.7520951021168291, "iteration": 246799, "loss_box_reg": 0.1814285460859537, "loss_cls": 0.13134354772046208, "loss_mask": 0.2111036442220211, "loss_rpn_cls": 0.02613912522792816, "loss_rpn_loc": 0.06474071997217834, "lr": 1e-05, "mask_rcnn/accuracy": 0.9092791951810559, "mask_rcnn/false_negative": 0.09021253576707691, "mask_rcnn/false_positive": 0.09255074046906997, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9718583761714399, "total_loss": 0.6105528380721807}
{"data_time": 0.015843295957893133, "eta_seconds": 23255.865787118673, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24098200609335285, "fast_rcnn/fg_cls_accuracy": 0.7300676328502416, "iteration": 246819, "loss_box_reg": 0.19967511668801308, "loss_cls": 0.13831184757873416, "loss_mask": 0.21892516687512398, "loss_rpn_cls": 0.02269307477399707, "loss_rpn_loc": 0.07172270026057959, "lr": 1e-05, "mask_rcnn/accuracy": 0.9059312283883654, "mask_rcnn/false_negative": 0.07339219748902664, "mask_rcnn/false_positive": 0.09829828152986292, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9858574769459665, "total_loss": 0.6738152666948736}
{"data_time": 0.013398083858191967, "eta_seconds": 23233.941238336265, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.23333333333333334, "fast_rcnn/fg_cls_accuracy": 0.7454346500197324, "iteration": 246839, "loss_box_reg": 0.19724990706890821, "loss_cls": 0.15183831471949816, "loss_mask": 0.20620275847613811, "loss_rpn_cls": 0.026092169748153538, "loss_rpn_loc": 0.07099257363006473, "lr": 1e-05, "mask_rcnn/accuracy": 0.9128860727964656, "mask_rcnn/false_negative": 0.0855105574917091, "mask_rcnn/false_positive": 0.09064249231025547, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9838131321594119, "total_loss": 0.6507930553634651}
{"data_time": 0.016227711457759142, "eta_seconds": 23203.43421081081, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.22730829420970267, "fast_rcnn/fg_cls_accuracy": 0.7658450704225352, "iteration": 246859, "loss_box_reg": 0.17319587897509336, "loss_cls": 0.12987815868109465, "loss_mask": 0.20145100448280573, "loss_rpn_cls": 0.022442676912760362, "loss_rpn_loc": 0.05400011129677296, "lr": 1e-05, "mask_rcnn/accuracy": 0.9126165309776324, "mask_rcnn/false_negative": 0.08291458012984673, "mask_rcnn/false_positive": 0.08739160315509104, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9835393661633134, "total_loss": 0.5854052232461981}
{"data_time": 0.013059291522949934, "eta_seconds": 23171.05909202248, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.21680584787380902, "fast_rcnn/fg_cls_accuracy": 0.7476729351729352, "iteration": 246879, "loss_box_reg": 0.18170778546482325, "loss_cls": 0.13398643489927053, "loss_mask": 0.1997990794479847, "loss_rpn_cls": 0.01740081049501896, "loss_rpn_loc": 0.049305814667604864, "lr": 1e-05, "mask_rcnn/accuracy": 0.9029822745942007, "mask_rcnn/false_negative": 0.08524135361607135, "mask_rcnn/false_positive": 0.09402636984088797, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9795733420178294, "total_loss": 0.5717259582597762}
{"data_time": 0.015356911346316338, "eta_seconds": 23145.081324409693, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.22185230024213076, "fast_rcnn/fg_cls_accuracy": 0.748015873015873, "iteration": 246899, "loss_box_reg": 0.19558056350797415, "loss_cls": 0.14013139251619577, "loss_mask": 0.21766925789415836, "loss_rpn_cls": 0.021804252231959254, "loss_rpn_loc": 0.054696936276741326, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005829695462877, "mask_rcnn/false_negative": 0.08917041367134712, "mask_rcnn/false_positive": 0.10388901800519547, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9812271627597511, "total_loss": 0.6257790113450028}
{"data_time": 0.016202705446630716, "eta_seconds": 23149.24599768594, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2147377938517179, "fast_rcnn/fg_cls_accuracy": 0.7585436648157496, "iteration": 246919, "loss_box_reg": 0.19928393978625536, "loss_cls": 0.14326802175492048, "loss_mask": 0.21239855885505676, "loss_rpn_cls": 0.025348858209326863, "loss_rpn_loc": 0.06336261029355228, "lr": 1e-05, "mask_rcnn/accuracy": 0.9099136897073477, "mask_rcnn/false_negative": 0.08837888043412641, "mask_rcnn/false_positive": 0.10641882346666127, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.0405861618928611, "total_loss": 0.6580075295642018}
{"data_time": 0.014241654891520739, "eta_seconds": 23129.185992488638, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.22714413341274567, "fast_rcnn/fg_cls_accuracy": 0.7522186940237747, "iteration": 246939, "loss_box_reg": 0.16291282884776592, "loss_cls": 0.1234328905120492, "loss_mask": 0.1995042059570551, "loss_rpn_cls": 0.01988273160532117, "loss_rpn_loc": 0.05805255752056837, "lr": 1e-05, "mask_rcnn/accuracy": 0.9136213904943765, "mask_rcnn/false_negative": 0.07345743721805593, "mask_rcnn/false_positive": 0.10592264934980355, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0081389900296926, "total_loss": 0.5982350474223495}
{"data_time": 0.015042066108435392, "eta_seconds": 23097.59735941887, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2563067893221965, "fast_rcnn/fg_cls_accuracy": 0.7185113736837875, "iteration": 246959, "loss_box_reg": 0.1916915588080883, "loss_cls": 0.14432714972645044, "loss_mask": 0.2014147099107504, "loss_rpn_cls": 0.022006483777659014, "loss_rpn_loc": 0.0613129532430321, "lr": 1e-05, "mask_rcnn/accuracy": 0.911132442970807, "mask_rcnn/false_negative": 0.07585317556775752, "mask_rcnn/false_positive": 0.11025205091312217, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9881774228997529, "total_loss": 0.6639947610674426}
{"data_time": 0.02187529858201742, "eta_seconds": 23070.838248198852, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25280068148576756, "fast_rcnn/fg_cls_accuracy": 0.7314014944414069, "iteration": 246979, "loss_box_reg": 0.21515768766403198, "loss_cls": 0.15957457292824984, "loss_mask": 0.2282202374190092, "loss_rpn_cls": 0.026752933335956186, "loss_rpn_loc": 0.08648294233717024, "lr": 1e-05, "mask_rcnn/accuracy": 0.9131331351692304, "mask_rcnn/false_negative": 0.08162817440552847, "mask_rcnn/false_positive": 0.09943508980369858, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.982919898815453, "total_loss": 0.7056457529542968}
{"data_time": 0.02034546621143818, "eta_seconds": 23040.56561505422, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2500932082271795, "fast_rcnn/fg_cls_accuracy": 0.7317311405401722, "iteration": 246999, "loss_box_reg": 0.2118724975734949, "loss_cls": 0.15454972349107265, "loss_mask": 0.21563379280269146, "loss_rpn_cls": 0.026389486622065306, "loss_rpn_loc": 0.07031658687628806, "lr": 1e-05, "mask_rcnn/accuracy": 0.9130397449458957, "mask_rcnn/false_negative": 0.07890200993877988, "mask_rcnn/false_positive": 0.10370555244671377, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9995562541298568, "total_loss": 0.6698803413310088}
{"data_time": 0.015119712799787521, "eta_seconds": 23030.7499106694, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.24362053272801043, "fast_rcnn/fg_cls_accuracy": 0.7370055929535484, "iteration": 247019, "loss_box_reg": 0.19679266633465886, "loss_cls": 0.13666331488639116, "loss_mask": 0.23156764917075634, "loss_rpn_cls": 0.020012800814583898, "loss_rpn_loc": 0.05892190570011735, "lr": 1e-05, "mask_rcnn/accuracy": 0.9027306188664617, "mask_rcnn/false_negative": 0.07979223651313175, "mask_rcnn/false_positive": 0.10714499337049396, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0114412009716034, "total_loss": 0.6441862173378468}
{"data_time": 0.015644533094018698, "eta_seconds": 22999.51002921909, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2027501909854851, "fast_rcnn/fg_cls_accuracy": 0.7576266870384518, "iteration": 247039, "loss_box_reg": 0.18303586822003126, "loss_cls": 0.13847164530307055, "loss_mask": 0.20849299151450396, "loss_rpn_cls": 0.02634610777022317, "loss_rpn_loc": 0.06719187111593783, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074679366058773, "mask_rcnn/false_negative": 0.08678355310724939, "mask_rcnn/false_positive": 0.09578728219531615, "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": 0.985837141983211, "total_loss": 0.6312824441120028}
{"data_time": 0.019764401484280825, "eta_seconds": 22984.76907281205, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.19429741336262857, "fast_rcnn/fg_cls_accuracy": 0.7753154816866727, "iteration": 247059, "loss_box_reg": 0.19581491313874722, "loss_cls": 0.14226549305021763, "loss_mask": 0.2116711102426052, "loss_rpn_cls": 0.02679575781803578, "loss_rpn_loc": 0.0658590723760426, "lr": 1e-05, "mask_rcnn/accuracy": 0.8930967357009951, "mask_rcnn/false_negative": 0.09262776168255013, "mask_rcnn/false_positive": 0.11043107861253092, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0188052994199097, "total_loss": 0.647252677124925}
{"data_time": 0.019821758847683668, "eta_seconds": 22946.22129868716, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2671894078144078, "fast_rcnn/fg_cls_accuracy": 0.6806596173212487, "iteration": 247079, "loss_box_reg": 0.19860052969306707, "loss_cls": 0.14943911600857973, "loss_mask": 0.22618405893445015, "loss_rpn_cls": 0.03087140864226967, "loss_rpn_loc": 0.07230057090055197, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003537307780255, "mask_rcnn/false_negative": 0.08724925585450648, "mask_rcnn/false_positive": 0.11599253733189625, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9973032558336854, "total_loss": 0.6655874488642439}
{"data_time": 0.014885098207741976, "eta_seconds": 22921.420945739374, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.263510836403978, "fast_rcnn/fg_cls_accuracy": 0.7247448538315171, "iteration": 247099, "loss_box_reg": 0.20217024721205235, "loss_cls": 0.1426143073476851, "loss_mask": 0.20908774062991142, "loss_rpn_cls": 0.022389818012015894, "loss_rpn_loc": 0.06505215866491199, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112758099429038, "mask_rcnn/false_negative": 0.08516845220768311, "mask_rcnn/false_positive": 0.09163039721495733, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 0.9880655235610902, "total_loss": 0.6598637965507805}
{"data_time": 0.015563147608190775, "eta_seconds": 22899.593856707215, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.23962059402757124, "fast_rcnn/fg_cls_accuracy": 0.7438105381616495, "iteration": 247119, "loss_box_reg": 0.2044721618294716, "loss_cls": 0.13700548093765974, "loss_mask": 0.2193595189601183, "loss_rpn_cls": 0.020169476803857833, "loss_rpn_loc": 0.07409910997375846, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066374994367759, "mask_rcnn/false_negative": 0.081256295826829, "mask_rcnn/false_positive": 0.1039601145975309, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0056777317076921, "total_loss": 0.686968982568942}
{"data_time": 0.013009179383516312, "eta_seconds": 22879.576729210094, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2574006116207951, "fast_rcnn/fg_cls_accuracy": 0.7309807692307693, "iteration": 247139, "loss_box_reg": 0.21962626092135906, "loss_cls": 0.16385728307068348, "loss_mask": 0.22728150337934494, "loss_rpn_cls": 0.026884314604103565, "loss_rpn_loc": 0.07769292162265629, "lr": 1e-05, "mask_rcnn/accuracy": 0.896197884625672, "mask_rcnn/false_negative": 0.09622355911603137, "mask_rcnn/false_positive": 0.10330945641752619, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 0.9881555987522006, "total_loss": 0.7145590945729055}
{"data_time": 0.014850885141640902, "eta_seconds": 22871.06778420508, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21212315999228643, "fast_rcnn/fg_cls_accuracy": 0.7565164890073284, "iteration": 247159, "loss_box_reg": 0.18540078401565552, "loss_cls": 0.13934198580682278, "loss_mask": 0.20873034186661243, "loss_rpn_cls": 0.024670340586453676, "loss_rpn_loc": 0.0634727727738209, "lr": 1e-05, "mask_rcnn/accuracy": 0.9110342280496234, "mask_rcnn/false_negative": 0.08400623741403954, "mask_rcnn/false_positive": 0.09179315761335168, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0005734795704484, "total_loss": 0.6482163378968835}
{"data_time": 0.014833358116447926, "eta_seconds": 22844.25736120902, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2640503100048045, "fast_rcnn/fg_cls_accuracy": 0.722443335132218, "iteration": 247179, "loss_box_reg": 0.1847001016139984, "loss_cls": 0.14132813923060894, "loss_mask": 0.21554575487971306, "loss_rpn_cls": 0.02280869527021423, "loss_rpn_loc": 0.06455619574990124, "lr": 1e-05, "mask_rcnn/accuracy": 0.898762099585743, "mask_rcnn/false_negative": 0.09124621070018657, "mask_rcnn/false_positive": 0.11216505242984917, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 207.625, "rpn/num_pos_anchors": 48.375, "time": 1.0104529997333884, "total_loss": 0.6368974009528756}
{"data_time": 0.0189874735660851, "eta_seconds": 22839.23469800502, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.24041452870591087, "fast_rcnn/fg_cls_accuracy": 0.7298439356301976, "iteration": 247199, "loss_box_reg": 0.1942089181393385, "loss_cls": 0.14822055492550135, "loss_mask": 0.21939843706786633, "loss_rpn_cls": 0.020686299190856516, "loss_rpn_loc": 0.056084441719576716, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101903465560452, "mask_rcnn/false_negative": 0.08092814188551073, "mask_rcnn/false_positive": 0.09019652326091566, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.027066232636571, "total_loss": 0.6377116309013218}
{"data_time": 0.02380100917071104, "eta_seconds": 22819.200281603262, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.20045436968290797, "fast_rcnn/fg_cls_accuracy": 0.781418607711541, "iteration": 247219, "loss_box_reg": 0.17937005776911974, "loss_cls": 0.12652061320841312, "loss_mask": 0.20391366817057133, "loss_rpn_cls": 0.01974683151638601, "loss_rpn_loc": 0.04888717760331929, "lr": 1e-05, "mask_rcnn/accuracy": 0.9096535982814178, "mask_rcnn/false_negative": 0.07943941904175458, "mask_rcnn/false_positive": 0.10003422513592318, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 0.9983021849766374, "total_loss": 0.5931804352585459}
{"data_time": 0.016345173586159945, "eta_seconds": 22784.193581994623, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.20725869327927648, "fast_rcnn/fg_cls_accuracy": 0.7895433534108418, "iteration": 247239, "loss_box_reg": 0.18517753668129444, "loss_cls": 0.135114005766809, "loss_mask": 0.21136199496686459, "loss_rpn_cls": 0.027145466476213187, "loss_rpn_loc": 0.0901760517153889, "lr": 1e-05, "mask_rcnn/accuracy": 0.9108598582506622, "mask_rcnn/false_negative": 0.09035465344549853, "mask_rcnn/false_positive": 0.09447439721881595, "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": 1.0111028417013586, "total_loss": 0.6717717123392504}
{"data_time": 0.015071868430823088, "eta_seconds": 22761.27127974294, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2561553622073739, "fast_rcnn/fg_cls_accuracy": 0.7222384570426651, "iteration": 247259, "loss_box_reg": 0.1997419260442257, "loss_cls": 0.14592088386416435, "loss_mask": 0.21581692062318325, "loss_rpn_cls": 0.026481237029656768, "loss_rpn_loc": 0.06417809578124434, "lr": 1e-05, "mask_rcnn/accuracy": 0.9101334440721616, "mask_rcnn/false_negative": 0.07072502655239786, "mask_rcnn/false_positive": 0.10232439831600099, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9939910457469523, "total_loss": 0.6600998141220771}
{"data_time": 0.014369746204465628, "eta_seconds": 22739.45683673024, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.20503368827289103, "fast_rcnn/fg_cls_accuracy": 0.7722916359486887, "iteration": 247279, "loss_box_reg": 0.19209614768624306, "loss_cls": 0.14598096162080765, "loss_mask": 0.2232451681047678, "loss_rpn_cls": 0.026018207048764452, "loss_rpn_loc": 0.06767136324197054, "lr": 1e-05, "mask_rcnn/accuracy": 0.8983728554314807, "mask_rcnn/false_negative": 0.07725781456754016, "mask_rcnn/false_positive": 0.1200664116380978, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.008938828483224, "total_loss": 0.6481532405596226}
{"data_time": 0.01396658131852746, "eta_seconds": 22703.3365924377, "fast_rcnn/cls_accuracy": 0.964111328125, "fast_rcnn/false_negative": 0.21647674776716969, "fast_rcnn/fg_cls_accuracy": 0.7624072862129145, "iteration": 247299, "loss_box_reg": 0.1839885525405407, "loss_cls": 0.13455930445343256, "loss_mask": 0.2201872244477272, "loss_rpn_cls": 0.02436274499632418, "loss_rpn_loc": 0.06173074466641992, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100141103091954, "mask_rcnn/false_negative": 0.07809112515308003, "mask_rcnn/false_positive": 0.09697188866853314, "roi_head/num_bg_samples": 459.875, "roi_head/num_fg_samples": 52.125, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9774043569341302, "total_loss": 0.6468348822672851}
{"data_time": 0.018805392552167177, "eta_seconds": 22697.094545178115, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2414994357489819, "fast_rcnn/fg_cls_accuracy": 0.7341641725136157, "iteration": 247319, "loss_box_reg": 0.20410841424018145, "loss_cls": 0.14553078799508512, "loss_mask": 0.2249948177486658, "loss_rpn_cls": 0.022000923490850255, "loss_rpn_loc": 0.07064082453143783, "lr": 1e-05, "mask_rcnn/accuracy": 0.9025119913100106, "mask_rcnn/false_negative": 0.09741006423060936, "mask_rcnn/false_positive": 0.09147159474696553, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.0096427244134247, "total_loss": 0.6581148891709745}
{"data_time": 0.02069057710468769, "eta_seconds": 22672.152500171214, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.22509429359554145, "fast_rcnn/fg_cls_accuracy": 0.7518806430111065, "iteration": 247339, "loss_box_reg": 0.20319431275129318, "loss_cls": 0.15066931024193764, "loss_mask": 0.21904712542891502, "loss_rpn_cls": 0.02394785388605669, "loss_rpn_loc": 0.05456236097961664, "lr": 1e-05, "mask_rcnn/accuracy": 0.9011318816308765, "mask_rcnn/false_negative": 0.09009880627366088, "mask_rcnn/false_positive": 0.10243711249178075, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9859599089249969, "total_loss": 0.6689979557995684}
{"data_time": 0.02194063551723957, "eta_seconds": 22659.388326741755, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1996116320924505, "fast_rcnn/fg_cls_accuracy": 0.7580968225196368, "iteration": 247359, "loss_box_reg": 0.19783138949424028, "loss_cls": 0.14444592921063304, "loss_mask": 0.22665506973862648, "loss_rpn_cls": 0.027077897102572024, "loss_rpn_loc": 0.07340138591825962, "lr": 1e-05, "mask_rcnn/accuracy": 0.9116663873795501, "mask_rcnn/false_negative": 0.08387787548926472, "mask_rcnn/false_positive": 0.09411298021546262, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.001369637902826, "total_loss": 0.684311292367056}
{"data_time": 0.014277593698352575, "eta_seconds": 22639.371199244633, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2411600279524808, "fast_rcnn/fg_cls_accuracy": 0.7401401401401402, "iteration": 247379, "loss_box_reg": 0.20908694341778755, "loss_cls": 0.16094862669706345, "loss_mask": 0.22573246993124485, "loss_rpn_cls": 0.026557197328656912, "loss_rpn_loc": 0.07478589122183621, "lr": 1e-05, "mask_rcnn/accuracy": 0.9077354306391574, "mask_rcnn/false_negative": 0.0806157247086686, "mask_rcnn/false_positive": 0.12075711588348073, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.0210789237171412, "total_loss": 0.714457951951772}
{"data_time": 0.026100801769644022, "eta_seconds": 22617.034246958792, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2717857827169956, "fast_rcnn/fg_cls_accuracy": 0.7137517334795369, "iteration": 247399, "loss_box_reg": 0.19147034920752048, "loss_cls": 0.12687958730384707, "loss_mask": 0.20816270634531975, "loss_rpn_cls": 0.021613825345411897, "loss_rpn_loc": 0.06854006228968501, "lr": 1e-05, "mask_rcnn/accuracy": 0.9013166652799733, "mask_rcnn/false_negative": 0.08685442675143798, "mask_rcnn/false_positive": 0.11367220202054398, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9926066240295768, "total_loss": 0.6313840528600849}
{"data_time": 0.020189217757433653, "eta_seconds": 22618.856117585674, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.26228030177416684, "fast_rcnn/fg_cls_accuracy": 0.7213213213213213, "iteration": 247419, "loss_box_reg": 0.19342062715440989, "loss_cls": 0.13664541661273688, "loss_mask": 0.2216318678110838, "loss_rpn_cls": 0.023426591884344816, "loss_rpn_loc": 0.06226559239439666, "lr": 1e-05, "mask_rcnn/accuracy": 0.9113524917745225, "mask_rcnn/false_negative": 0.07470719432036818, "mask_rcnn/false_positive": 0.09154698256592035, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.012049722019583, "total_loss": 0.636742910312023}
{"data_time": 0.023471233434975147, "eta_seconds": 22579.31981675327, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2179680759275237, "fast_rcnn/fg_cls_accuracy": 0.7507250607654865, "iteration": 247439, "loss_box_reg": 0.203158606775105, "loss_cls": 0.15028040669858456, "loss_mask": 0.21058685705065727, "loss_rpn_cls": 0.021552607649937272, "loss_rpn_loc": 0.06295887334272265, "lr": 1e-05, "mask_rcnn/accuracy": 0.9035470486894175, "mask_rcnn/false_negative": 0.08238919148192703, "mask_rcnn/false_positive": 0.1017579453658652, "roi_head/num_bg_samples": 433.125, "roi_head/num_fg_samples": 78.875, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9698658981360495, "total_loss": 0.6495751035399735}
{"data_time": 0.027355157770216465, "eta_seconds": 22565.786565113813, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2671829822387443, "fast_rcnn/fg_cls_accuracy": 0.7074111312492558, "iteration": 247459, "loss_box_reg": 0.193998321890831, "loss_cls": 0.14146055607125163, "loss_mask": 0.21164516732096672, "loss_rpn_cls": 0.0237127699656412, "loss_rpn_loc": 0.05172628513537347, "lr": 1e-05, "mask_rcnn/accuracy": 0.899960313372991, "mask_rcnn/false_negative": 0.08316035316668818, "mask_rcnn/false_positive": 0.10616979627860718, "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": 1.0237250253558159, "total_loss": 0.6429322422482073}
{"data_time": 0.016702317167073488, "eta_seconds": 22541.065488997847, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2490071362085014, "fast_rcnn/fg_cls_accuracy": 0.7335262713043106, "iteration": 247479, "loss_box_reg": 0.18354522250592709, "loss_cls": 0.1357395313680172, "loss_mask": 0.20021109748631716, "loss_rpn_cls": 0.024315374554134905, "loss_rpn_loc": 0.06782356323674321, "lr": 1e-05, "mask_rcnn/accuracy": 0.9105324240849768, "mask_rcnn/false_negative": 0.08595678464764116, "mask_rcnn/false_positive": 0.09552061450070407, "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": 1.0060582351870835, "total_loss": 0.6047844209824689}
{"data_time": 0.01970897102728486, "eta_seconds": 22519.268434261903, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.24053520779380935, "fast_rcnn/fg_cls_accuracy": 0.7527260638297872, "iteration": 247499, "loss_box_reg": 0.203459020704031, "loss_cls": 0.14361676666885614, "loss_mask": 0.2079405914992094, "loss_rpn_cls": 0.025473800691543147, "loss_rpn_loc": 0.06882074649911374, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058730894719378, "mask_rcnn/false_negative": 0.08149630882079933, "mask_rcnn/false_positive": 0.10520939567203762, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 232.875, "rpn/num_pos_anchors": 23.125, "time": 0.999930604826659, "total_loss": 0.664044385892339}
{"data_time": 0.013932312373071909, "eta_seconds": 22501.02807249874, "fast_rcnn/cls_accuracy": 0.933837890625, "fast_rcnn/false_negative": 0.28967846337859704, "fast_rcnn/fg_cls_accuracy": 0.6911487316493592, "iteration": 247519, "loss_box_reg": 0.20617714244872332, "loss_cls": 0.14352583140134811, "loss_mask": 0.2112835356965661, "loss_rpn_cls": 0.024969947553472593, "loss_rpn_loc": 0.06643057381734252, "lr": 1e-05, "mask_rcnn/accuracy": 0.8955111246777914, "mask_rcnn/false_negative": 0.09211255871245913, "mask_rcnn/false_positive": 0.11700997442730715, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9951140438206494, "total_loss": 0.6218588885385543}
{"data_time": 0.015666198916733265, "eta_seconds": 22472.04524068162, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2623753733948869, "fast_rcnn/fg_cls_accuracy": 0.7174409237379162, "iteration": 247539, "loss_box_reg": 0.20760907651856542, "loss_cls": 0.15234281681478024, "loss_mask": 0.2154947016388178, "loss_rpn_cls": 0.025546269956976175, "loss_rpn_loc": 0.06422952766297385, "lr": 1e-05, "mask_rcnn/accuracy": 0.8997140649556781, "mask_rcnn/false_negative": 0.08336278231401821, "mask_rcnn/false_positive": 0.11101243048328897, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9978892728686333, "total_loss": 0.6667790661449544}
{"data_time": 0.019335079472512007, "eta_seconds": 22435.69362932816, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.18617975695294023, "fast_rcnn/fg_cls_accuracy": 0.7902680197762164, "iteration": 247559, "loss_box_reg": 0.18968501593917608, "loss_cls": 0.14077550265938044, "loss_mask": 0.21745043247938156, "loss_rpn_cls": 0.021429070737212896, "loss_rpn_loc": 0.06779449852183461, "lr": 1e-05, "mask_rcnn/accuracy": 0.9042693665580986, "mask_rcnn/false_negative": 0.08432590537919357, "mask_rcnn/false_positive": 0.10903639978669041, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.997650966513902, "total_loss": 0.6409473866224289}
{"data_time": 0.014178209472447634, "eta_seconds": 22415.69746744819, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2042547274749722, "fast_rcnn/fg_cls_accuracy": 0.7783251231527093, "iteration": 247579, "loss_box_reg": 0.18793618492782116, "loss_cls": 0.14709397684782743, "loss_mask": 0.21246586460620165, "loss_rpn_cls": 0.022716424777172506, "loss_rpn_loc": 0.05136640276759863, "lr": 1e-05, "mask_rcnn/accuracy": 0.9159436464610518, "mask_rcnn/false_negative": 0.07384800864182342, "mask_rcnn/false_positive": 0.09693138643080329, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.003108823671937, "total_loss": 0.619186797644943}
{"data_time": 0.018562718760222197, "eta_seconds": 22384.46546345949, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21146158078122135, "fast_rcnn/fg_cls_accuracy": 0.7719119822485208, "iteration": 247599, "loss_box_reg": 0.20515550766140223, "loss_cls": 0.14482193160802126, "loss_mask": 0.21933039277791977, "loss_rpn_cls": 0.023895502206869423, "loss_rpn_loc": 0.07874224218539894, "lr": 1e-05, "mask_rcnn/accuracy": 0.9158176596485288, "mask_rcnn/false_negative": 0.07162794238219367, "mask_rcnn/false_positive": 0.09625685404505789, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.002954431809485, "total_loss": 0.6703644411172718}
{"data_time": 0.01606223126873374, "eta_seconds": 22359.71105980687, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.19538440599533846, "fast_rcnn/fg_cls_accuracy": 0.7787148943570125, "iteration": 247619, "loss_box_reg": 0.16782072931528091, "loss_cls": 0.13192983204498887, "loss_mask": 0.20119693502783775, "loss_rpn_cls": 0.025573960272595286, "loss_rpn_loc": 0.0645523457787931, "lr": 1e-05, "mask_rcnn/accuracy": 0.9166188179451844, "mask_rcnn/false_negative": 0.0792992366073549, "mask_rcnn/false_positive": 0.08809251477007417, "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": 0.9990684548392892, "total_loss": 0.6181505454005674}
{"data_time": 0.013597631361335516, "eta_seconds": 22318.92448697239, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27508620225203384, "fast_rcnn/fg_cls_accuracy": 0.7156672593071494, "iteration": 247639, "loss_box_reg": 0.18796914163976908, "loss_cls": 0.14081154949963093, "loss_mask": 0.2273890245705843, "loss_rpn_cls": 0.023165145190432668, "loss_rpn_loc": 0.05767831997945905, "lr": 1e-05, "mask_rcnn/accuracy": 0.8958510428444763, "mask_rcnn/false_negative": 0.09944960362366503, "mask_rcnn/false_positive": 0.11694613164763609, "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": 0.9959508813917637, "total_loss": 0.6471196461934596}
{"data_time": 0.012279027607291937, "eta_seconds": 22294.582210509107, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19916445860493848, "fast_rcnn/fg_cls_accuracy": 0.7670105014602622, "iteration": 247659, "loss_box_reg": 0.16543154511600733, "loss_cls": 0.12382941041141748, "loss_mask": 0.203639829531312, "loss_rpn_cls": 0.01989121484803036, "loss_rpn_loc": 0.05251133185811341, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148463043775423, "mask_rcnn/false_negative": 0.07187202227546628, "mask_rcnn/false_positive": 0.10069448302694367, "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": 0.9845744869671762, "total_loss": 0.5860566106275655}
{"data_time": 0.018703428097069263, "eta_seconds": 22252.25694861263, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.21614623195060972, "fast_rcnn/fg_cls_accuracy": 0.7520886710482344, "iteration": 247679, "loss_box_reg": 0.1901122685521841, "loss_cls": 0.1339372182264924, "loss_mask": 0.21753587014973164, "loss_rpn_cls": 0.027165041537955403, "loss_rpn_loc": 0.06797162792645395, "lr": 1e-05, "mask_rcnn/accuracy": 0.9125904670557194, "mask_rcnn/false_negative": 0.0795676600151224, "mask_rcnn/false_positive": 0.09944072461672152, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9985096771270037, "total_loss": 0.6401894358132267}
{"data_time": 0.021569003351032734, "eta_seconds": 22206.86407550238, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.2311191222191307, "fast_rcnn/fg_cls_accuracy": 0.76159224804326, "iteration": 247699, "loss_box_reg": 0.1966875810176134, "loss_cls": 0.1469929115846753, "loss_mask": 0.20985654275864363, "loss_rpn_cls": 0.022126558236777782, "loss_rpn_loc": 0.05959394376259297, "lr": 1e-05, "mask_rcnn/accuracy": 0.9131144454472792, "mask_rcnn/false_negative": 0.08061988136179858, "mask_rcnn/false_positive": 0.10093427562924057, "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": 0.984691918361932, "total_loss": 0.6017729187151417}
{"data_time": 0.017259293235838413, "eta_seconds": 22186.94760547951, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.18719294703546674, "fast_rcnn/fg_cls_accuracy": 0.7561380586858294, "iteration": 247719, "loss_box_reg": 0.1909863301552832, "loss_cls": 0.14246157091110945, "loss_mask": 0.20947024133056402, "loss_rpn_cls": 0.023766408092342317, "loss_rpn_loc": 0.0684013933641836, "lr": 1e-05, "mask_rcnn/accuracy": 0.90854459906762, "mask_rcnn/false_negative": 0.0850291021263698, "mask_rcnn/false_positive": 0.09078345376108347, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0362859913147986, "total_loss": 0.6429967248695903}
{"data_time": 0.0157163105905056, "eta_seconds": 22155.53441871889, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2599909201339894, "fast_rcnn/fg_cls_accuracy": 0.7176223021141364, "iteration": 247739, "loss_box_reg": 0.1949683278799057, "loss_cls": 0.14305758103728294, "loss_mask": 0.21368584781885147, "loss_rpn_cls": 0.022996499785222113, "loss_rpn_loc": 0.06412666267715394, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097762283734137, "mask_rcnn/false_negative": 0.09416227076392256, "mask_rcnn/false_positive": 0.09686503612292907, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0041660810820758, "total_loss": 0.6597020148183219}
{"data_time": 0.018156052567064762, "eta_seconds": 22164.5742495358, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.27023722384881554, "fast_rcnn/fg_cls_accuracy": 0.6779142215460408, "iteration": 247759, "loss_box_reg": 0.21511863265186548, "loss_cls": 0.1549481265246868, "loss_mask": 0.22802485153079033, "loss_rpn_cls": 0.02209745248546824, "loss_rpn_loc": 0.07376548560569063, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966972353752554, "mask_rcnn/false_negative": 0.09579186160938458, "mask_rcnn/false_positive": 0.11171025488572585, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.0075647067278624, "total_loss": 0.7070669968961738}
{"data_time": 0.015538211911916733, "eta_seconds": 22178.62296155654, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.2078527171650381, "fast_rcnn/fg_cls_accuracy": 0.7892819533220679, "iteration": 247779, "loss_box_reg": 0.2039384520612657, "loss_cls": 0.1473516309633851, "loss_mask": 0.2142543327063322, "loss_rpn_cls": 0.022168380033690482, "loss_rpn_loc": 0.05215905397199094, "lr": 1e-05, "mask_rcnn/accuracy": 0.9098305407509599, "mask_rcnn/false_negative": 0.07216299796733683, "mask_rcnn/false_positive": 0.1104764627901158, "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": 1.01152536412701, "total_loss": 0.646223331335932}
{"data_time": 0.020404105074703693, "eta_seconds": 22173.154139332473, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2449336812350511, "fast_rcnn/fg_cls_accuracy": 0.7334311806914546, "iteration": 247799, "loss_box_reg": 0.18442744109779596, "loss_cls": 0.1360784564167261, "loss_mask": 0.2161316592246294, "loss_rpn_cls": 0.021438620635308325, "loss_rpn_loc": 0.05807847762480378, "lr": 1e-05, "mask_rcnn/accuracy": 0.9043982820106103, "mask_rcnn/false_negative": 0.07301198909238066, "mask_rcnn/false_positive": 0.11437709430254467, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0330225308425725, "total_loss": 0.6129412860609591}
{"data_time": 0.015660271514207125, "eta_seconds": 22161.320620896295, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.2549399668851191, "fast_rcnn/fg_cls_accuracy": 0.7194604455636966, "iteration": 247819, "loss_box_reg": 0.19089439697563648, "loss_cls": 0.13900687685236335, "loss_mask": 0.21719648875296116, "loss_rpn_cls": 0.022023874334990978, "loss_rpn_loc": 0.05830124893691391, "lr": 1e-05, "mask_rcnn/accuracy": 0.9012271679720442, "mask_rcnn/false_negative": 0.08486730087034727, "mask_rcnn/false_positive": 0.10832737115051633, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0007124161347747, "total_loss": 0.6279670982039534}
{"data_time": 0.018691835459321737, "eta_seconds": 22151.768129356205, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23519292209388057, "fast_rcnn/fg_cls_accuracy": 0.7529737036126812, "iteration": 247839, "loss_box_reg": 0.18869586288928986, "loss_cls": 0.1379935508593917, "loss_mask": 0.2155281249433756, "loss_rpn_cls": 0.024009028333239257, "loss_rpn_loc": 0.052490798057988286, "lr": 1e-05, "mask_rcnn/accuracy": 0.9122115998466973, "mask_rcnn/false_negative": 0.07422607742708409, "mask_rcnn/false_positive": 0.09265587964450508, "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": 0.9896782119758427, "total_loss": 0.6284067974193022}
{"data_time": 0.017563109751790762, "eta_seconds": 22131.775558842346, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.21736998715087577, "fast_rcnn/fg_cls_accuracy": 0.7648111090898065, "iteration": 247859, "loss_box_reg": 0.20398228336125612, "loss_cls": 0.15727411769330502, "loss_mask": 0.21872586570680141, "loss_rpn_cls": 0.027324400434736162, "loss_rpn_loc": 0.06837683386402205, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083876783995366, "mask_rcnn/false_negative": 0.08184520882343488, "mask_rcnn/false_positive": 0.10209696359196735, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9988722340203822, "total_loss": 0.67584762070328}
{"data_time": 0.016332410275936127, "eta_seconds": 22111.782988328487, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2217033026295921, "fast_rcnn/fg_cls_accuracy": 0.778296697370408, "iteration": 247879, "loss_box_reg": 0.1804386992007494, "loss_cls": 0.1329439813271165, "loss_mask": 0.21643070317804813, "loss_rpn_cls": 0.02363811363466084, "loss_rpn_loc": 0.05834997142665088, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026529184713223, "mask_rcnn/false_negative": 0.08905162274241132, "mask_rcnn/false_positive": 0.09332196164703296, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9830568395555019, "total_loss": 0.6204453753889538}
{"data_time": 0.014294655527919531, "eta_seconds": 22119.562821974978, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.25690009542685166, "fast_rcnn/fg_cls_accuracy": 0.714071474632954, "iteration": 247899, "loss_box_reg": 0.20735112391412258, "loss_cls": 0.14711670018732548, "loss_mask": 0.22049426846206188, "loss_rpn_cls": 0.01996763632632792, "loss_rpn_loc": 0.07497037050779909, "lr": 1e-05, "mask_rcnn/accuracy": 0.8902024902007522, "mask_rcnn/false_negative": 0.08842171837932752, "mask_rcnn/false_positive": 0.11870833532070818, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0256173522211611, "total_loss": 0.704262089682743}
{"data_time": 0.016136385034769773, "eta_seconds": 22099.54511806369, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2424131340922945, "fast_rcnn/fg_cls_accuracy": 0.7409996300551023, "iteration": 247919, "loss_box_reg": 0.184034769423306, "loss_cls": 0.13989488501101732, "loss_mask": 0.2181617971509695, "loss_rpn_cls": 0.026614747068379074, "loss_rpn_loc": 0.0693052284186706, "lr": 1e-05, "mask_rcnn/accuracy": 0.911108209888071, "mask_rcnn/false_negative": 0.09403000843355618, "mask_rcnn/false_positive": 0.09924825389489718, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0285408459603786, "total_loss": 0.641763404768426}
{"data_time": 0.014039474073797464, "eta_seconds": 22068.406665185466, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.23352644133957062, "fast_rcnn/fg_cls_accuracy": 0.7466941085670182, "iteration": 247939, "loss_box_reg": 0.18847277853637934, "loss_cls": 0.14503714721649885, "loss_mask": 0.21373048797249794, "loss_rpn_cls": 0.026174270635237917, "loss_rpn_loc": 0.07502668455708772, "lr": 1e-05, "mask_rcnn/accuracy": 0.9024142159587928, "mask_rcnn/false_negative": 0.08723714252154968, "mask_rcnn/false_positive": 0.11218761921043849, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9740284257568419, "total_loss": 0.668593301641522}
{"data_time": 0.017032699659466743, "eta_seconds": 22048.399043548852, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2279095173832016, "fast_rcnn/fg_cls_accuracy": 0.7554713804713804, "iteration": 247959, "loss_box_reg": 0.1834140196442604, "loss_cls": 0.13849071599543095, "loss_mask": 0.20576427783817053, "loss_rpn_cls": 0.025844674790278077, "loss_rpn_loc": 0.06086320150643587, "lr": 1e-05, "mask_rcnn/accuracy": 0.9154643414742947, "mask_rcnn/false_negative": 0.08411128612091487, "mask_rcnn/false_positive": 0.09245041380772387, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9594546696171165, "total_loss": 0.6156913032755256}
{"data_time": 0.014285996556282043, "eta_seconds": 22023.688877960667, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.22821274981027068, "fast_rcnn/fg_cls_accuracy": 0.7603402479129775, "iteration": 247979, "loss_box_reg": 0.19104309659451246, "loss_cls": 0.1433802549727261, "loss_mask": 0.22684154100716114, "loss_rpn_cls": 0.02584435191238299, "loss_rpn_loc": 0.07038630964234471, "lr": 1e-05, "mask_rcnn/accuracy": 0.9058024628598393, "mask_rcnn/false_negative": 0.0902774190671576, "mask_rcnn/false_positive": 0.1023609943155589, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9872282180003822, "total_loss": 0.6637223549187183}
{"data_time": 0.022639588452875614, "eta_seconds": 22009.46370884776, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2369971197621481, "fast_rcnn/fg_cls_accuracy": 0.7207354623771706, "iteration": 247999, "loss_box_reg": 0.20184991136193275, "loss_cls": 0.15452455077320337, "loss_mask": 0.221792321652174, "loss_rpn_cls": 0.023306233662879094, "loss_rpn_loc": 0.07462298055179417, "lr": 1e-05, "mask_rcnn/accuracy": 0.903685241103244, "mask_rcnn/false_negative": 0.08712723536908874, "mask_rcnn/false_positive": 0.11000184113812965, "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": 1.0587596693076193, "total_loss": 0.6946145375841297}
{"data_time": 0.019458540715277195, "eta_seconds": 21971.83499473147, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2333057219319485, "fast_rcnn/fg_cls_accuracy": 0.7463348351569763, "iteration": 248019, "loss_box_reg": 0.18662248738110065, "loss_cls": 0.13667319249361753, "loss_mask": 0.21987289004027843, "loss_rpn_cls": 0.021571299235802144, "loss_rpn_loc": 0.06341964099556208, "lr": 1e-05, "mask_rcnn/accuracy": 0.9041820478191276, "mask_rcnn/false_negative": 0.08305757512543017, "mask_rcnn/false_positive": 0.10289213442066557, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9903582795523107, "total_loss": 0.6437272594193928}
{"data_time": 0.016795349307358265, "eta_seconds": 21951.84242421761, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2498344809322034, "fast_rcnn/fg_cls_accuracy": 0.721691267419807, "iteration": 248039, "loss_box_reg": 0.18931949138641357, "loss_cls": 0.13326942175626755, "loss_mask": 0.21461843326687813, "loss_rpn_cls": 0.022015425958670676, "loss_rpn_loc": 0.06411580496933311, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078388916542226, "mask_rcnn/false_negative": 0.08870061411768901, "mask_rcnn/false_positive": 0.1015034281659578, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 208.625, "rpn/num_pos_anchors": 47.375, "time": 0.9871470453217626, "total_loss": 0.6444901308277622}
{"data_time": 0.025582595262676477, "eta_seconds": 21918.487551258877, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2262073027090695, "fast_rcnn/fg_cls_accuracy": 0.7612179487179487, "iteration": 248059, "loss_box_reg": 0.17995636817067862, "loss_cls": 0.13914847001433372, "loss_mask": 0.20552793331444263, "loss_rpn_cls": 0.023670573835261166, "loss_rpn_loc": 0.07169353624340147, "lr": 1e-05, "mask_rcnn/accuracy": 0.9145652829063693, "mask_rcnn/false_negative": 0.07377450618757725, "mask_rcnn/false_positive": 0.09579717805030809, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.985027817543596, "total_loss": 0.6147019923082553}
{"data_time": 0.013543215580284595, "eta_seconds": 21898.50716151297, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2585227272727273, "fast_rcnn/fg_cls_accuracy": 0.7060711279461279, "iteration": 248079, "loss_box_reg": 0.19544703140854836, "loss_cls": 0.1449910388328135, "loss_mask": 0.22616309579461813, "loss_rpn_cls": 0.027020484791137278, "loss_rpn_loc": 0.0784582671476528, "lr": 1e-05, "mask_rcnn/accuracy": 0.8964718654274575, "mask_rcnn/false_negative": 0.08422482365404185, "mask_rcnn/false_positive": 0.09596324780298701, "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": 0.9912538337521255, "total_loss": 0.6767758568748832}
{"data_time": 0.0182074005715549, "eta_seconds": 21879.845034331083, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.17397531378574033, "fast_rcnn/fg_cls_accuracy": 0.8131519063762598, "iteration": 248099, "loss_box_reg": 0.196311985142529, "loss_cls": 0.14553298708051443, "loss_mask": 0.21415332891047, "loss_rpn_cls": 0.021868378506042063, "loss_rpn_loc": 0.04992076149210334, "lr": 1e-05, "mask_rcnn/accuracy": 0.90230663876103, "mask_rcnn/false_negative": 0.101806091861341, "mask_rcnn/false_positive": 0.0892668087603376, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9901677686721087, "total_loss": 0.6702395098982379}
{"data_time": 0.015039815567433834, "eta_seconds": 21859.863440692425, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.20128832160324467, "fast_rcnn/fg_cls_accuracy": 0.776725113122172, "iteration": 248119, "loss_box_reg": 0.19509197771549225, "loss_cls": 0.14023723267018795, "loss_mask": 0.2090733777731657, "loss_rpn_cls": 0.026240401552058756, "loss_rpn_loc": 0.062466942123137414, "lr": 1e-05, "mask_rcnn/accuracy": 0.9123316035769498, "mask_rcnn/false_negative": 0.07173724190773298, "mask_rcnn/false_positive": 0.0957609044856389, "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": 0.9869198715314269, "total_loss": 0.6483484032651177}
{"data_time": 0.01479413639754057, "eta_seconds": 21851.879571648315, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2441282746160795, "fast_rcnn/fg_cls_accuracy": 0.7491224353930884, "iteration": 248139, "loss_box_reg": 0.21214682841673493, "loss_cls": 0.14976523467339575, "loss_mask": 0.22207126393914223, "loss_rpn_cls": 0.022218829137273133, "loss_rpn_loc": 0.059727806714363396, "lr": 1e-05, "mask_rcnn/accuracy": 0.9114370892164672, "mask_rcnn/false_negative": 0.09330668988406854, "mask_rcnn/false_positive": 0.09091582372705907, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.006765806581825, "total_loss": 0.6700911145599093}
{"data_time": 0.013729836791753769, "eta_seconds": 21819.900253415108, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2706594665357552, "fast_rcnn/fg_cls_accuracy": 0.7080510554737359, "iteration": 248159, "loss_box_reg": 0.184893979690969, "loss_cls": 0.15426843985915184, "loss_mask": 0.21905670873820782, "loss_rpn_cls": 0.024521669489331543, "loss_rpn_loc": 0.05490688094869256, "lr": 1e-05, "mask_rcnn/accuracy": 0.9055866689459289, "mask_rcnn/false_negative": 0.08199008306447043, "mask_rcnn/false_positive": 0.1069451074587702, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.979227143805474, "total_loss": 0.6520522906794213}
{"data_time": 0.016238186042755842, "eta_seconds": 21814.939489420503, "fast_rcnn/cls_accuracy": 0.963134765625, "fast_rcnn/false_negative": 0.18623339529401095, "fast_rcnn/fg_cls_accuracy": 0.7837405035006704, "iteration": 248179, "loss_box_reg": 0.17503615282475948, "loss_cls": 0.13508383044973016, "loss_mask": 0.2207220010459423, "loss_rpn_cls": 0.023374357959255576, "loss_rpn_loc": 0.04984119959408417, "lr": 1e-05, "mask_rcnn/accuracy": 0.9084564527590315, "mask_rcnn/false_negative": 0.08189459687190864, "mask_rcnn/false_positive": 0.10434783594423944, "roi_head/num_bg_samples": 457.625, "roi_head/num_fg_samples": 54.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0197124960832298, "total_loss": 0.6194681954802945}
{"data_time": 0.01444530300796032, "eta_seconds": 21803.652022685856, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22640115747791653, "fast_rcnn/fg_cls_accuracy": 0.762430745494074, "iteration": 248199, "loss_box_reg": 0.19918474648147821, "loss_cls": 0.13911520037800074, "loss_mask": 0.22257103957235813, "loss_rpn_cls": 0.021842883783392608, "loss_rpn_loc": 0.05368983349762857, "lr": 1e-05, "mask_rcnn/accuracy": 0.9069998383858839, "mask_rcnn/false_negative": 0.09644093789916647, "mask_rcnn/false_positive": 0.09676494485828076, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.029671042226255, "total_loss": 0.6410265230806544}
{"data_time": 0.01670167502015829, "eta_seconds": 21774.948766250163, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2156032986111111, "fast_rcnn/fg_cls_accuracy": 0.7599871980042017, "iteration": 248219, "loss_box_reg": 0.18554663844406605, "loss_cls": 0.1491737775504589, "loss_mask": 0.21451926976442337, "loss_rpn_cls": 0.023715374409221113, "loss_rpn_loc": 0.07710543076973408, "lr": 1e-05, "mask_rcnn/accuracy": 0.9030429722394009, "mask_rcnn/false_negative": 0.08585762798883192, "mask_rcnn/false_positive": 0.09289579612640175, "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": 0.9899017787538469, "total_loss": 0.6877925466978922}
{"data_time": 0.014739007223397493, "eta_seconds": 21754.953404664993, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2463107870047933, "fast_rcnn/fg_cls_accuracy": 0.7126217532467533, "iteration": 248239, "loss_box_reg": 0.18693296890705824, "loss_cls": 0.1374274231493473, "loss_mask": 0.2161485143005848, "loss_rpn_cls": 0.022647498233709484, "loss_rpn_loc": 0.06645465618930757, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083795896432723, "mask_rcnn/false_negative": 0.09059139685145012, "mask_rcnn/false_positive": 0.09571300780462233, "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": 1.0091967047192156, "total_loss": 0.6305934145348147}
{"data_time": 0.022191388066858053, "eta_seconds": 21787.144796689972, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2589907697666318, "fast_rcnn/fg_cls_accuracy": 0.7138057561458849, "iteration": 248259, "loss_box_reg": 0.2014107732102275, "loss_cls": 0.15087898168712854, "loss_mask": 0.22081779688596725, "loss_rpn_cls": 0.023425267543643713, "loss_rpn_loc": 0.04966540448367596, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021699338278972, "mask_rcnn/false_negative": 0.09294824300614803, "mask_rcnn/false_positive": 0.10812978985945601, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.036842341069132, "total_loss": 0.6577691747515928}
{"data_time": 0.017123222816735506, "eta_seconds": 21760.395593438298, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22842116677510302, "fast_rcnn/fg_cls_accuracy": 0.7434829754933854, "iteration": 248279, "loss_box_reg": 0.1978047415614128, "loss_cls": 0.1430202852934599, "loss_mask": 0.21697762049734592, "loss_rpn_cls": 0.025506819947622716, "loss_rpn_loc": 0.06182785774581134, "lr": 1e-05, "mask_rcnn/accuracy": 0.9120341455547736, "mask_rcnn/false_negative": 0.08283638497529236, "mask_rcnn/false_positive": 0.10071402598286158, "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": 0.980054222047329, "total_loss": 0.6498784406576306}
{"data_time": 0.016121364198625088, "eta_seconds": 21747.05805373378, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2467027559055118, "fast_rcnn/fg_cls_accuracy": 0.6838255760012371, "iteration": 248299, "loss_box_reg": 0.18415315821766853, "loss_cls": 0.14498167484998703, "loss_mask": 0.21543671190738678, "loss_rpn_cls": 0.02394052443560213, "loss_rpn_loc": 0.05851373705081642, "lr": 1e-05, "mask_rcnn/accuracy": 0.9038709847006807, "mask_rcnn/false_negative": 0.08829199111100836, "mask_rcnn/false_positive": 0.09603129553635545, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9861680995672941, "total_loss": 0.6232289202744141}
{"data_time": 0.01965928915888071, "eta_seconds": 21743.024608381093, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23685896783905286, "fast_rcnn/fg_cls_accuracy": 0.7575977949103928, "iteration": 248319, "loss_box_reg": 0.19237106014043093, "loss_cls": 0.15419893246144056, "loss_mask": 0.21610174141824245, "loss_rpn_cls": 0.02155404561199248, "loss_rpn_loc": 0.06679548532702029, "lr": 1e-05, "mask_rcnn/accuracy": 0.9062593406661432, "mask_rcnn/false_negative": 0.08420801856764144, "mask_rcnn/false_positive": 0.10762974786254606, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 1.03166393795982, "total_loss": 0.6770263238577172}
{"data_time": 0.014227292034775019, "eta_seconds": 21724.789945855737, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.22243132782054936, "fast_rcnn/fg_cls_accuracy": 0.7730776542153788, "iteration": 248339, "loss_box_reg": 0.19325621286407113, "loss_cls": 0.13491890579462051, "loss_mask": 0.20710378978401423, "loss_rpn_cls": 0.019980918266810477, "loss_rpn_loc": 0.06675914651714265, "lr": 1e-05, "mask_rcnn/accuracy": 0.9010016078250395, "mask_rcnn/false_negative": 0.0809551637951457, "mask_rcnn/false_positive": 0.09791631894696698, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9964912859722972, "total_loss": 0.6385292477789335}
{"data_time": 0.016207026317715645, "eta_seconds": 21699.53044572845, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22229429206819867, "fast_rcnn/fg_cls_accuracy": 0.7449785670545009, "iteration": 248359, "loss_box_reg": 0.1816027471795678, "loss_cls": 0.1265709511935711, "loss_mask": 0.1993071436882019, "loss_rpn_cls": 0.021789178776089102, "loss_rpn_loc": 0.05609283456578851, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052624698947902, "mask_rcnn/false_negative": 0.07987518909540567, "mask_rcnn/false_positive": 0.09805575345404371, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9861069801263511, "total_loss": 0.5991192937945016}
{"data_time": 0.01442335220053792, "eta_seconds": 21666.8845678214, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2389101904672839, "fast_rcnn/fg_cls_accuracy": 0.7311881670646718, "iteration": 248379, "loss_box_reg": 0.20872050151228905, "loss_cls": 0.16119019500911236, "loss_mask": 0.21778610907495022, "loss_rpn_cls": 0.023629393079318106, "loss_rpn_loc": 0.07652231398969889, "lr": 1e-05, "mask_rcnn/accuracy": 0.9142080212175683, "mask_rcnn/false_negative": 0.07586034653503687, "mask_rcnn/false_positive": 0.09403422034801723, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0025349506177008, "total_loss": 0.6973677742062137}
{"data_time": 0.023296170867979527, "eta_seconds": 21659.420407935977, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.239356884057971, "fast_rcnn/fg_cls_accuracy": 0.753259558277654, "iteration": 248399, "loss_box_reg": 0.2068559816107154, "loss_cls": 0.15708221588283777, "loss_mask": 0.2122603850439191, "loss_rpn_cls": 0.027391296840505674, "loss_rpn_loc": 0.07950803625863045, "lr": 1e-05, "mask_rcnn/accuracy": 0.9133735220278587, "mask_rcnn/false_negative": 0.08406719832227975, "mask_rcnn/false_positive": 0.09303403806833002, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0126274973154068, "total_loss": 0.6624227658612654}
{"data_time": 0.01495428429916501, "eta_seconds": 21620.135216685012, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22551295336787563, "fast_rcnn/fg_cls_accuracy": 0.7583645249342117, "iteration": 248419, "loss_box_reg": 0.18986443150788546, "loss_cls": 0.14033074770122766, "loss_mask": 0.2174112368375063, "loss_rpn_cls": 0.02225683577125892, "loss_rpn_loc": 0.06145502021536231, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052668525382414, "mask_rcnn/false_negative": 0.08813388098288404, "mask_rcnn/false_positive": 0.10920293443722415, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 1.004657009150833, "total_loss": 0.6375947735505179}
{"data_time": 0.012491812463849783, "eta_seconds": 21624.490823298693, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2181659803611023, "fast_rcnn/fg_cls_accuracy": 0.7438536306460835, "iteration": 248439, "loss_box_reg": 0.17482526320964098, "loss_cls": 0.137042042799294, "loss_mask": 0.2079576812684536, "loss_rpn_cls": 0.0270076168817468, "loss_rpn_loc": 0.05203512543812394, "lr": 1e-05, "mask_rcnn/accuracy": 0.9110512934270698, "mask_rcnn/false_negative": 0.08180841154869477, "mask_rcnn/false_positive": 0.09252133193728897, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.014164995867759, "total_loss": 0.5879433389054611}
{"data_time": 0.015952414833009243, "eta_seconds": 21599.255351247266, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2179281122150789, "fast_rcnn/fg_cls_accuracy": 0.7681584362139917, "iteration": 248459, "loss_box_reg": 0.18659804854542017, "loss_cls": 0.12511760089546442, "loss_mask": 0.20754991099238396, "loss_rpn_cls": 0.02424541860818863, "loss_rpn_loc": 0.06620130082592368, "lr": 1e-05, "mask_rcnn/accuracy": 0.8994507045451698, "mask_rcnn/false_negative": 0.10081439394558699, "mask_rcnn/false_positive": 0.09188884839955379, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.0052783978171647, "total_loss": 0.5983196850284003}
{"data_time": 0.013271557167172432, "eta_seconds": 21584.371174275875, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2043500707054836, "fast_rcnn/fg_cls_accuracy": 0.7489360533757996, "iteration": 248479, "loss_box_reg": 0.19704938121140003, "loss_cls": 0.1439910726621747, "loss_mask": 0.21129492856562138, "loss_rpn_cls": 0.021976895222906023, "loss_rpn_loc": 0.06416413479018956, "lr": 1e-05, "mask_rcnn/accuracy": 0.9082178708546516, "mask_rcnn/false_negative": 0.08161293770526351, "mask_rcnn/false_positive": 0.1014471174308387, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0443342397920787, "total_loss": 0.6500169543433003}
{"data_time": 0.017177298199385405, "eta_seconds": 21564.922575140372, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.23457094546991686, "fast_rcnn/fg_cls_accuracy": 0.7461595785014838, "iteration": 248499, "loss_box_reg": 0.18522328604012728, "loss_cls": 0.12995857931673527, "loss_mask": 0.2079058662056923, "loss_rpn_cls": 0.02589115232694894, "loss_rpn_loc": 0.05956189043354243, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070037913465748, "mask_rcnn/false_negative": 0.07099428313071045, "mask_rcnn/false_positive": 0.10026363980326805, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.0048891874030232, "total_loss": 0.6365458161453716}
{"data_time": 0.017212592996656895, "eta_seconds": 21540.344366021454, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.22552894866327702, "fast_rcnn/fg_cls_accuracy": 0.7584059138753533, "iteration": 248519, "loss_box_reg": 0.19374741334468126, "loss_cls": 0.13732680212706327, "loss_mask": 0.21140548028051853, "loss_rpn_cls": 0.024532887211535126, "loss_rpn_loc": 0.05551310069859028, "lr": 1e-05, "mask_rcnn/accuracy": 0.9164212014214995, "mask_rcnn/false_negative": 0.0818019251699654, "mask_rcnn/false_positive": 0.08611160590465476, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9839464612305164, "total_loss": 0.6342634195461869}
{"data_time": 0.01923042070120573, "eta_seconds": 21520.288179460913, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.21755126237969033, "fast_rcnn/fg_cls_accuracy": 0.7740444971404659, "iteration": 248539, "loss_box_reg": 0.20361557230353355, "loss_cls": 0.1385187713894993, "loss_mask": 0.21752511337399483, "loss_rpn_cls": 0.02411427116021514, "loss_rpn_loc": 0.06305190396960825, "lr": 1e-05, "mask_rcnn/accuracy": 0.9124654623332827, "mask_rcnn/false_negative": 0.08119266632347527, "mask_rcnn/false_positive": 0.0871258468448187, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9922969178296626, "total_loss": 0.6332741429796442}
{"data_time": 0.015070162247866392, "eta_seconds": 21500.23199290037, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2326954878336877, "fast_rcnn/fg_cls_accuracy": 0.7479282418306809, "iteration": 248559, "loss_box_reg": 0.20645267516374588, "loss_cls": 0.14955451618880033, "loss_mask": 0.22398110665380955, "loss_rpn_cls": 0.026454964419826865, "loss_rpn_loc": 0.06821208645123988, "lr": 1e-05, "mask_rcnn/accuracy": 0.9037587359579524, "mask_rcnn/false_negative": 0.08839257550256646, "mask_rcnn/false_positive": 0.10521703077207634, "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": 1.0032152845524251, "total_loss": 0.6814002273604274}
{"data_time": 0.01960132736712694, "eta_seconds": 21484.681002767757, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2727072310405644, "fast_rcnn/fg_cls_accuracy": 0.7140378404379595, "iteration": 248579, "loss_box_reg": 0.19673469848930836, "loss_cls": 0.13887414569035172, "loss_mask": 0.21741092763841152, "loss_rpn_cls": 0.021749222418293357, "loss_rpn_loc": 0.057885772082954645, "lr": 1e-05, "mask_rcnn/accuracy": 0.9039689055698907, "mask_rcnn/false_negative": 0.09271797488946887, "mask_rcnn/false_positive": 0.1077118452469494, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0404626321978867, "total_loss": 0.6582105274428613}
{"data_time": 0.013402187265455723, "eta_seconds": 21464.620609674603, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2143665158371041, "fast_rcnn/fg_cls_accuracy": 0.7453097298298537, "iteration": 248599, "loss_box_reg": 0.20097331330180168, "loss_cls": 0.15649060439318419, "loss_mask": 0.21458949521183968, "loss_rpn_cls": 0.02872543770354241, "loss_rpn_loc": 0.06671364430803806, "lr": 1e-05, "mask_rcnn/accuracy": 0.902526408424293, "mask_rcnn/false_negative": 0.09239862354298464, "mask_rcnn/false_positive": 0.0952043819250657, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9985684682615101, "total_loss": 0.672736965236254}
{"data_time": 0.014324468094855547, "eta_seconds": 21443.952402696013, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23777649145278093, "fast_rcnn/fg_cls_accuracy": 0.7495645863570392, "iteration": 248619, "loss_box_reg": 0.18877716921269894, "loss_cls": 0.1474329987540841, "loss_mask": 0.20507304184138775, "loss_rpn_cls": 0.02272892982000485, "loss_rpn_loc": 0.07005202071741223, "lr": 1e-05, "mask_rcnn/accuracy": 0.9053098884887969, "mask_rcnn/false_negative": 0.073393542941405, "mask_rcnn/false_positive": 0.11319304604191724, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9977306323125958, "total_loss": 0.6267078323289752}
{"data_time": 0.014420050662010908, "eta_seconds": 21424.499823488295, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2561848615643752, "fast_rcnn/fg_cls_accuracy": 0.7103700852016575, "iteration": 248639, "loss_box_reg": 0.1860789181664586, "loss_cls": 0.14743993990123272, "loss_mask": 0.22452249005436897, "loss_rpn_cls": 0.022329799889121205, "loss_rpn_loc": 0.05707943718880415, "lr": 1e-05, "mask_rcnn/accuracy": 0.8999828094715261, "mask_rcnn/false_negative": 0.08226337759096, "mask_rcnn/false_positive": 0.10371599549410417, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9958896986208856, "total_loss": 0.6395459660561755}
{"data_time": 0.014220449607819319, "eta_seconds": 21408.962998297065, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2700871537726839, "fast_rcnn/fg_cls_accuracy": 0.7141355422032789, "iteration": 248659, "loss_box_reg": 0.18428540974855423, "loss_cls": 0.145558450371027, "loss_mask": 0.22388054057955742, "loss_rpn_cls": 0.02692222478799522, "loss_rpn_loc": 0.07649863604456186, "lr": 1e-05, "mask_rcnn/accuracy": 0.9028232132734264, "mask_rcnn/false_negative": 0.08032194749720756, "mask_rcnn/false_positive": 0.10270057687186815, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.0293568880297244, "total_loss": 0.6482211992843077}
{"data_time": 0.016127231530845165, "eta_seconds": 21391.789498832077, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26539356749894205, "fast_rcnn/fg_cls_accuracy": 0.7185737308622079, "iteration": 248679, "loss_box_reg": 0.2112477645277977, "loss_cls": 0.16040864773094654, "loss_mask": 0.22600457817316055, "loss_rpn_cls": 0.02679765340872109, "loss_rpn_loc": 0.07744552521035075, "lr": 1e-05, "mask_rcnn/accuracy": 0.8972381716822528, "mask_rcnn/false_negative": 0.0910165709014285, "mask_rcnn/false_positive": 0.11985825722242974, "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": 1.0250338716432452, "total_loss": 0.6872309012105688}
{"data_time": 0.013066691346466541, "eta_seconds": 21371.31616654806, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.24981103552532125, "fast_rcnn/fg_cls_accuracy": 0.7256251929607904, "iteration": 248699, "loss_box_reg": 0.17192972637712955, "loss_cls": 0.13787507032975554, "loss_mask": 0.21199548244476318, "loss_rpn_cls": 0.022995842795353383, "loss_rpn_loc": 0.06974801910109818, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050799184498295, "mask_rcnn/false_negative": 0.0860025713454321, "mask_rcnn/false_positive": 0.09872187938101282, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9852066030725837, "total_loss": 0.6162861234915908}
{"data_time": 0.015424503479152918, "eta_seconds": 21350.59692516923, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.23206521739130437, "fast_rcnn/fg_cls_accuracy": 0.7167724461803133, "iteration": 248719, "loss_box_reg": 0.1665934482589364, "loss_cls": 0.12485546804964542, "loss_mask": 0.20944160595536232, "loss_rpn_cls": 0.023540185880847275, "loss_rpn_loc": 0.06699706963263452, "lr": 1e-05, "mask_rcnn/accuracy": 0.9171863370348139, "mask_rcnn/false_negative": 0.08019973631998376, "mask_rcnn/false_positive": 0.09394062741579423, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0119552672840655, "total_loss": 0.5904803569428623}
{"data_time": 0.01501124631613493, "eta_seconds": 21329.98647293076, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.18184885290148448, "fast_rcnn/fg_cls_accuracy": 0.7882536023054756, "iteration": 248739, "loss_box_reg": 0.1779963164590299, "loss_cls": 0.12134327925741673, "loss_mask": 0.21046346426010132, "loss_rpn_cls": 0.021412159461760893, "loss_rpn_loc": 0.06045196787454188, "lr": 1e-05, "mask_rcnn/accuracy": 0.9213894418972544, "mask_rcnn/false_negative": 0.07130668570867127, "mask_rcnn/false_positive": 0.08949677421368127, "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": 0.991755313705653, "total_loss": 0.600334886519704}
{"data_time": 0.0198399038054049, "eta_seconds": 21311.520119849592, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.230294152115317, "fast_rcnn/fg_cls_accuracy": 0.7330610237477804, "iteration": 248759, "loss_box_reg": 0.20690491469576955, "loss_cls": 0.15538578759878874, "loss_mask": 0.2168352510780096, "loss_rpn_cls": 0.027500874595716596, "loss_rpn_loc": 0.06927173887379467, "lr": 1e-05, "mask_rcnn/accuracy": 0.9159647901713877, "mask_rcnn/false_negative": 0.08593473928515058, "mask_rcnn/false_positive": 0.09233000460396938, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.025584027171135, "total_loss": 0.6667813734384254}
{"data_time": 0.014035181608051062, "eta_seconds": 21291.0483124014, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.21469002695417788, "fast_rcnn/fg_cls_accuracy": 0.7688556726292576, "iteration": 248779, "loss_box_reg": 0.1887494307011366, "loss_cls": 0.14315783418715, "loss_mask": 0.2147330129519105, "loss_rpn_cls": 0.02889793273061514, "loss_rpn_loc": 0.06162868341198191, "lr": 1e-05, "mask_rcnn/accuracy": 0.9127020438545048, "mask_rcnn/false_negative": 0.09245181329913421, "mask_rcnn/false_positive": 0.08692069932388524, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.020388693548739, "total_loss": 0.665529424790293}
{"data_time": 0.017682312056422234, "eta_seconds": 21267.369177006185, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24246486835729283, "fast_rcnn/fg_cls_accuracy": 0.7429539504081318, "iteration": 248799, "loss_box_reg": 0.21563332714140415, "loss_cls": 0.1554033039137721, "loss_mask": 0.22258822619915009, "loss_rpn_cls": 0.02952764433575794, "loss_rpn_loc": 0.09404941671527922, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073305310642499, "mask_rcnn/false_negative": 0.08867066260260381, "mask_rcnn/false_positive": 0.10631577844571705, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9616030645556748, "total_loss": 0.7275062715634704}
{"data_time": 0.014048831071704626, "eta_seconds": 21247.30562117882, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.21476591148128144, "fast_rcnn/fg_cls_accuracy": 0.7479700532609788, "iteration": 248819, "loss_box_reg": 0.19272475130856037, "loss_cls": 0.1438657073304057, "loss_mask": 0.2150400262326002, "loss_rpn_cls": 0.024185320362448692, "loss_rpn_loc": 0.07950221735518426, "lr": 1e-05, "mask_rcnn/accuracy": 0.9021041025962717, "mask_rcnn/false_negative": 0.09309815857250359, "mask_rcnn/false_positive": 0.09649887305569169, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9885947848670185, "total_loss": 0.684925039880909}
{"data_time": 0.01822762005031109, "eta_seconds": 21228.52094706148, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.24483082706766918, "fast_rcnn/fg_cls_accuracy": 0.7518796992481203, "iteration": 248839, "loss_box_reg": 0.19645024463534355, "loss_cls": 0.15632301568984985, "loss_mask": 0.2131421323865652, "loss_rpn_cls": 0.029100154293701053, "loss_rpn_loc": 0.07472377922385931, "lr": 1e-05, "mask_rcnn/accuracy": 0.90459925698981, "mask_rcnn/false_negative": 0.079323202605311, "mask_rcnn/false_positive": 0.11365111565686868, "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": 0.9922506180591881, "total_loss": 0.6581017246935517}
{"data_time": 0.026272615417838097, "eta_seconds": 21210.13247171417, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.25578386605783865, "fast_rcnn/fg_cls_accuracy": 0.7391223155929039, "iteration": 248859, "loss_box_reg": 0.1819759327918291, "loss_cls": 0.1366811189800501, "loss_mask": 0.20707940496504307, "loss_rpn_cls": 0.0259687117068097, "loss_rpn_loc": 0.0694194221869111, "lr": 1e-05, "mask_rcnn/accuracy": 0.9088022802695626, "mask_rcnn/false_negative": 0.07307349585135292, "mask_rcnn/false_positive": 0.10911262615044855, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.9930393290705979, "total_loss": 0.6338782278180588}
{"data_time": 0.016659737564623356, "eta_seconds": 21187.114953696728, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.21620196813495784, "fast_rcnn/fg_cls_accuracy": 0.763256704980843, "iteration": 248879, "loss_box_reg": 0.18726384826004505, "loss_cls": 0.14245487563312054, "loss_mask": 0.20289023872464895, "loss_rpn_cls": 0.020469417504500598, "loss_rpn_loc": 0.06191781349480152, "lr": 1e-05, "mask_rcnn/accuracy": 0.9083838822183008, "mask_rcnn/false_negative": 0.08561948095602073, "mask_rcnn/false_positive": 0.10840756847504796, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9955713655799627, "total_loss": 0.6187708102515899}
{"data_time": 0.012855919543653727, "eta_seconds": 21165.40930918418, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2354825239440624, "fast_rcnn/fg_cls_accuracy": 0.763015974554436, "iteration": 248899, "loss_box_reg": 0.1988569376990199, "loss_cls": 0.13778191898018122, "loss_mask": 0.22409570217132568, "loss_rpn_cls": 0.02531494479626417, "loss_rpn_loc": 0.06438067322596908, "lr": 1e-05, "mask_rcnn/accuracy": 0.9004285617162049, "mask_rcnn/false_negative": 0.08439469639782675, "mask_rcnn/false_positive": 0.09537565578058163, "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": 1.0215384815819561, "total_loss": 0.6382277649245225}
{"data_time": 0.01966384146362543, "eta_seconds": 21098.087778966874, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2560236816742393, "fast_rcnn/fg_cls_accuracy": 0.7142121424129353, "iteration": 248919, "loss_box_reg": 0.19635209254920483, "loss_cls": 0.1423210478387773, "loss_mask": 0.21385938860476017, "loss_rpn_cls": 0.02266958123072982, "loss_rpn_loc": 0.05882734595797956, "lr": 1e-05, "mask_rcnn/accuracy": 0.9095656411603102, "mask_rcnn/false_negative": 0.08843868043600761, "mask_rcnn/false_positive": 0.0956277112029377, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9893597471527755, "total_loss": 0.6344376038759947}
{"data_time": 0.012923445086926222, "eta_seconds": 21094.924944089726, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24732344327620145, "fast_rcnn/fg_cls_accuracy": 0.7514936147471025, "iteration": 248939, "loss_box_reg": 0.18335352092981339, "loss_cls": 0.13439047848805785, "loss_mask": 0.21713544055819511, "loss_rpn_cls": 0.02151012991089374, "loss_rpn_loc": 0.061543474381323904, "lr": 1e-05, "mask_rcnn/accuracy": 0.9033070013901853, "mask_rcnn/false_negative": 0.07971046470140856, "mask_rcnn/false_positive": 0.1088960959203758, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0049943854101002, "total_loss": 0.622651417797897}
{"data_time": 0.018959608860313892, "eta_seconds": 21100.855599232018, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.18983268983268983, "fast_rcnn/fg_cls_accuracy": 0.7863217695307247, "iteration": 248959, "loss_box_reg": 0.17179984226822853, "loss_cls": 0.13787075923755765, "loss_mask": 0.2062163818627596, "loss_rpn_cls": 0.018590379157103598, "loss_rpn_loc": 0.05977762909606099, "lr": 1e-05, "mask_rcnn/accuracy": 0.9066641315617155, "mask_rcnn/false_negative": 0.08776833636214737, "mask_rcnn/false_positive": 0.10225432084650916, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0212969090789557, "total_loss": 0.6151445699215401}
{"data_time": 0.01499877916648984, "eta_seconds": 21086.797174559906, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2269120445110701, "fast_rcnn/fg_cls_accuracy": 0.7702663745387455, "iteration": 248979, "loss_box_reg": 0.21598153188824654, "loss_cls": 0.1510653356090188, "loss_mask": 0.21450201235711575, "loss_rpn_cls": 0.024580095341661945, "loss_rpn_loc": 0.05913329287432134, "lr": 1e-05, "mask_rcnn/accuracy": 0.904522129449903, "mask_rcnn/false_negative": 0.08257152614051705, "mask_rcnn/false_positive": 0.10757033003013766, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9950901744887233, "total_loss": 0.6830890337005258}
{"data_time": 0.01673020562157035, "eta_seconds": 21057.461923453957, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.21254286337238112, "fast_rcnn/fg_cls_accuracy": 0.7588959177621826, "iteration": 248999, "loss_box_reg": 0.17822291608899832, "loss_cls": 0.12889552721753716, "loss_mask": 0.21182483155280352, "loss_rpn_cls": 0.01827880702330731, "loss_rpn_loc": 0.0625437458511442, "lr": 1e-05, "mask_rcnn/accuracy": 0.9074181746957117, "mask_rcnn/false_negative": 0.08944655554862603, "mask_rcnn/false_positive": 0.11266395689051684, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9933742959983647, "total_loss": 0.6051643246319145}
{"data_time": 0.022971543483436108, "eta_seconds": 21037.407197812572, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.1954839135021097, "fast_rcnn/fg_cls_accuracy": 0.7799530632411067, "iteration": 249019, "loss_box_reg": 0.20733559969812632, "loss_cls": 0.1529546151868999, "loss_mask": 0.21855804417282343, "loss_rpn_cls": 0.025178353302180767, "loss_rpn_loc": 0.059390240407083184, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048481846698164, "mask_rcnn/false_negative": 0.08698786439242956, "mask_rcnn/false_positive": 0.10066729443196092, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9880509390495718, "total_loss": 0.669789191102609}
{"data_time": 0.022116777952760458, "eta_seconds": 21026.606507077813, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22979027824842801, "fast_rcnn/fg_cls_accuracy": 0.7442015137889688, "iteration": 249039, "loss_box_reg": 0.18586998526006937, "loss_cls": 0.13287629466503859, "loss_mask": 0.21522953920066357, "loss_rpn_cls": 0.02266500366386026, "loss_rpn_loc": 0.058462557150051, "lr": 1e-05, "mask_rcnn/accuracy": 0.9107520184867954, "mask_rcnn/false_negative": 0.08204102387024034, "mask_rcnn/false_positive": 0.09835625354768014, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0096256327815354, "total_loss": 0.636432645842433}
{"data_time": 0.01549685699865222, "eta_seconds": 21011.557239415124, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2133171521035599, "fast_rcnn/fg_cls_accuracy": 0.7660887772194305, "iteration": 249059, "loss_box_reg": 0.18059789575636387, "loss_cls": 0.13718906370922923, "loss_mask": 0.21034093387424946, "loss_rpn_cls": 0.02203898224979639, "loss_rpn_loc": 0.05398624180816114, "lr": 1e-05, "mask_rcnn/accuracy": 0.9148588240420543, "mask_rcnn/false_negative": 0.07109248563564721, "mask_rcnn/false_positive": 0.09547381987241196, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.030413281172514, "total_loss": 0.6001711282879114}
{"data_time": 0.022104376927018166, "eta_seconds": 20990.19870262593, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.237731843575419, "fast_rcnn/fg_cls_accuracy": 0.7118374722016308, "iteration": 249079, "loss_box_reg": 0.18823022674769163, "loss_cls": 0.151064227335155, "loss_mask": 0.21626655757427216, "loss_rpn_cls": 0.02544333235709928, "loss_rpn_loc": 0.07287481194362044, "lr": 1e-05, "mask_rcnn/accuracy": 0.9048945014493652, "mask_rcnn/false_negative": 0.07636010876648244, "mask_rcnn/false_positive": 0.10272466554905488, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9926132461987436, "total_loss": 0.6772788608213887}
{"data_time": 0.022539290133863688, "eta_seconds": 20984.374385280535, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.21827075006970909, "fast_rcnn/fg_cls_accuracy": 0.7496903331224962, "iteration": 249099, "loss_box_reg": 0.20058001019060612, "loss_cls": 0.14262259379029274, "loss_mask": 0.2166785392910242, "loss_rpn_cls": 0.018581357086077332, "loss_rpn_loc": 0.06510525185149163, "lr": 1e-05, "mask_rcnn/accuracy": 0.9070638243882028, "mask_rcnn/false_negative": 0.0947272277319566, "mask_rcnn/false_positive": 0.08895176170988606, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0195330549031496, "total_loss": 0.6435813129646704}
{"data_time": 0.023995605763047934, "eta_seconds": 20964.29364424199, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.21353600263634864, "fast_rcnn/fg_cls_accuracy": 0.7830845771144279, "iteration": 249119, "loss_box_reg": 0.18970441166311502, "loss_cls": 0.13793201418593526, "loss_mask": 0.20460460148751736, "loss_rpn_cls": 0.023209576727822423, "loss_rpn_loc": 0.060153600526973605, "lr": 1e-05, "mask_rcnn/accuracy": 0.9179367616810524, "mask_rcnn/false_negative": 0.07875309582314266, "mask_rcnn/false_positive": 0.08325531660190277, "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": 0.9917220906354487, "total_loss": 0.6345024589099921}
{"data_time": 0.019352436065673828, "eta_seconds": 20944.212903203443, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23167226710516908, "fast_rcnn/fg_cls_accuracy": 0.7406215068186899, "iteration": 249139, "loss_box_reg": 0.18616390228271484, "loss_cls": 0.1408579684793949, "loss_mask": 0.20916374400258064, "loss_rpn_cls": 0.02636862825602293, "loss_rpn_loc": 0.05653114360757172, "lr": 1e-05, "mask_rcnn/accuracy": 0.9051329981274776, "mask_rcnn/false_negative": 0.09322617688092932, "mask_rcnn/false_positive": 0.10394711926565478, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 1.0040109483525157, "total_loss": 0.6126087773009203}
{"data_time": 0.014562448486685753, "eta_seconds": 20926.585022155195, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2300734214390602, "fast_rcnn/fg_cls_accuracy": 0.7551186069596356, "iteration": 249159, "loss_box_reg": 0.20762084983289242, "loss_cls": 0.1462570196017623, "loss_mask": 0.21972503326833248, "loss_rpn_cls": 0.02695059939287603, "loss_rpn_loc": 0.06851364579051733, "lr": 1e-05, "mask_rcnn/accuracy": 0.9121151184444722, "mask_rcnn/false_negative": 0.07820800136145219, "mask_rcnn/false_positive": 0.09142350439515, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0006376854144037, "total_loss": 0.674501070054248}
{"data_time": 0.01626047259196639, "eta_seconds": 20907.49099857174, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2753118214411958, "fast_rcnn/fg_cls_accuracy": 0.7246881785588042, "iteration": 249179, "loss_box_reg": 0.20455836690962315, "loss_cls": 0.15426387824118137, "loss_mask": 0.22806791216135025, "loss_rpn_cls": 0.02399928169324994, "loss_rpn_loc": 0.07152065174886957, "lr": 1e-05, "mask_rcnn/accuracy": 0.8988492747753767, "mask_rcnn/false_negative": 0.08821358162283492, "mask_rcnn/false_positive": 0.09489095837167769, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.035177973099053, "total_loss": 0.7040908152703196}
{"data_time": 0.02520569320768118, "eta_seconds": 20878.633093088865, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24814287972182708, "fast_rcnn/fg_cls_accuracy": 0.74521890311364, "iteration": 249199, "loss_box_reg": 0.19559397734701633, "loss_cls": 0.14222972746938467, "loss_mask": 0.2159562986344099, "loss_rpn_cls": 0.024879333621356636, "loss_rpn_loc": 0.07559028593823314, "lr": 1e-05, "mask_rcnn/accuracy": 0.8971638671181861, "mask_rcnn/false_negative": 0.09908134142835713, "mask_rcnn/false_positive": 0.11078838573688192, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0400309236720204, "total_loss": 0.6563212329056114}
{"data_time": 0.016179692931473255, "eta_seconds": 20858.55748434551, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.23914741044620172, "fast_rcnn/fg_cls_accuracy": 0.7412939080008456, "iteration": 249219, "loss_box_reg": 0.1689496971666813, "loss_cls": 0.13187299948185682, "loss_mask": 0.20701487734913826, "loss_rpn_cls": 0.02128376509062946, "loss_rpn_loc": 0.05484303331468254, "lr": 1e-05, "mask_rcnn/accuracy": 0.9117297649824747, "mask_rcnn/false_negative": 0.08569620167957098, "mask_rcnn/false_positive": 0.09610526341637744, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9987707333639264, "total_loss": 0.5903072509972844}
{"data_time": 0.020239352248609066, "eta_seconds": 20846.25264203176, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24227749345691565, "fast_rcnn/fg_cls_accuracy": 0.7458183856502243, "iteration": 249239, "loss_box_reg": 0.20754908537492156, "loss_cls": 0.14645434403792024, "loss_mask": 0.22080932930111885, "loss_rpn_cls": 0.026213906763587147, "loss_rpn_loc": 0.0550767844542861, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003240736971561, "mask_rcnn/false_negative": 0.08666717688364461, "mask_rcnn/false_positive": 0.10657396000202761, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 1.0281625585630536, "total_loss": 0.6646332278469345}
{"data_time": 0.014608715660870075, "eta_seconds": 20808.805461842567, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.20993245969882973, "fast_rcnn/fg_cls_accuracy": 0.741498286659577, "iteration": 249259, "loss_box_reg": 0.1942497417330742, "loss_cls": 0.13505107257515192, "loss_mask": 0.2285088188946247, "loss_rpn_cls": 0.024335717782378197, "loss_rpn_loc": 0.05981596652418375, "lr": 1e-05, "mask_rcnn/accuracy": 0.9135347863983683, "mask_rcnn/false_negative": 0.07908673141293741, "mask_rcnn/false_positive": 0.08495489547370175, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9874086324125528, "total_loss": 0.6483452649554238}
{"data_time": 0.016552084125578403, "eta_seconds": 20798.330658115447, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.25582010582010584, "fast_rcnn/fg_cls_accuracy": 0.7110108604845446, "iteration": 249279, "loss_box_reg": 0.22178569622337818, "loss_cls": 0.1644840743392706, "loss_mask": 0.22229129076004028, "loss_rpn_cls": 0.024496411671862006, "loss_rpn_loc": 0.08359210449270904, "lr": 1e-05, "mask_rcnn/accuracy": 0.9078443663747305, "mask_rcnn/false_negative": 0.08731207804855812, "mask_rcnn/false_positive": 0.10371900017746968, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0218091807328165, "total_loss": 0.7174230145756155}
{"data_time": 0.019813193008303642, "eta_seconds": 20792.03886743635, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.21755060184585975, "fast_rcnn/fg_cls_accuracy": 0.762318176840135, "iteration": 249299, "loss_box_reg": 0.21120710670948029, "loss_cls": 0.14606715366244316, "loss_mask": 0.21550307609140873, "loss_rpn_cls": 0.026090523111633956, "loss_rpn_loc": 0.06812972668558359, "lr": 1e-05, "mask_rcnn/accuracy": 0.911713323722346, "mask_rcnn/false_negative": 0.08736153119106596, "mask_rcnn/false_positive": 0.09093719439750679, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0039702891372144, "total_loss": 0.680757928523235}
{"data_time": 0.01708557130768895, "eta_seconds": 20768.87901224196, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.1948428961748634, "fast_rcnn/fg_cls_accuracy": 0.7990129635422096, "iteration": 249319, "loss_box_reg": 0.18761044926941395, "loss_cls": 0.1321598794311285, "loss_mask": 0.21122365817427635, "loss_rpn_cls": 0.019452819688012823, "loss_rpn_loc": 0.05669741879682988, "lr": 1e-05, "mask_rcnn/accuracy": 0.9134185260726885, "mask_rcnn/false_negative": 0.08451660577666106, "mask_rcnn/false_positive": 0.08920808778163658, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0202235961332917, "total_loss": 0.6219399755937047}
{"data_time": 0.015753184910863638, "eta_seconds": 20751.861014552414, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22747747747747749, "fast_rcnn/fg_cls_accuracy": 0.7716088730239674, "iteration": 249339, "loss_box_reg": 0.17162366025149822, "loss_cls": 0.13259781897068024, "loss_mask": 0.20610767602920532, "loss_rpn_cls": 0.021054192970041186, "loss_rpn_loc": 0.05105389334494248, "lr": 1e-05, "mask_rcnn/accuracy": 0.9073620113366057, "mask_rcnn/false_negative": 0.0912448907497698, "mask_rcnn/false_positive": 0.08851837266481646, "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": 1.0363378603942692, "total_loss": 0.6152738105156459}
{"data_time": 0.017103631515055895, "eta_seconds": 20733.329725563526, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25182456016641397, "fast_rcnn/fg_cls_accuracy": 0.7122742375892358, "iteration": 249359, "loss_box_reg": 0.21412465255707502, "loss_cls": 0.16489516105502844, "loss_mask": 0.22245469316840172, "loss_rpn_cls": 0.02934355684556067, "loss_rpn_loc": 0.08586639002896845, "lr": 1e-05, "mask_rcnn/accuracy": 0.9045696477069637, "mask_rcnn/false_negative": 0.08105487653255859, "mask_rcnn/false_positive": 0.11161287394266749, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0006787213496864, "total_loss": 0.7216558484360576}
{"data_time": 0.017015711404383183, "eta_seconds": 20711.68316166848, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23661123091011138, "fast_rcnn/fg_cls_accuracy": 0.7344870453752975, "iteration": 249379, "loss_box_reg": 0.19038592837750912, "loss_cls": 0.1436294950544834, "loss_mask": 0.21499048545956612, "loss_rpn_cls": 0.023761872318573296, "loss_rpn_loc": 0.06428843294270337, "lr": 1e-05, "mask_rcnn/accuracy": 0.9100138129641235, "mask_rcnn/false_negative": 0.08054977557478522, "mask_rcnn/false_positive": 0.09610758608543464, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9977878639474511, "total_loss": 0.6524424069793895}
{"data_time": 0.018471696879714727, "eta_seconds": 20683.163269702345, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2021304250946993, "fast_rcnn/fg_cls_accuracy": 0.7707717569786535, "iteration": 249399, "loss_box_reg": 0.1982081811875105, "loss_cls": 0.14104908052831888, "loss_mask": 0.22080420330166817, "loss_rpn_cls": 0.023102455656044185, "loss_rpn_loc": 0.06025723973289132, "lr": 1e-05, "mask_rcnn/accuracy": 0.9080670355070962, "mask_rcnn/false_negative": 0.0780893281335403, "mask_rcnn/false_positive": 0.11023872410241754, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9749394580721855, "total_loss": 0.6397599275805987}
{"data_time": 0.018301106058061123, "eta_seconds": 20648.274657893926, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24848138522716598, "fast_rcnn/fg_cls_accuracy": 0.720229479024183, "iteration": 249419, "loss_box_reg": 0.1951658157631755, "loss_cls": 0.13927803095430136, "loss_mask": 0.216924661770463, "loss_rpn_cls": 0.027373152319341898, "loss_rpn_loc": 0.07189234567340463, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966467856329368, "mask_rcnn/false_negative": 0.09742540064774932, "mask_rcnn/false_positive": 0.09980870205716783, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9889487335458398, "total_loss": 0.6335223311325535}
{"data_time": 0.01517577562481165, "eta_seconds": 20619.929175153375, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2622438524590164, "fast_rcnn/fg_cls_accuracy": 0.725195742598483, "iteration": 249439, "loss_box_reg": 0.19346426893025637, "loss_cls": 0.1421739673241973, "loss_mask": 0.22351131960749626, "loss_rpn_cls": 0.022337555987178348, "loss_rpn_loc": 0.07216408709064126, "lr": 1e-05, "mask_rcnn/accuracy": 0.9097230742137957, "mask_rcnn/false_negative": 0.07751362114336838, "mask_rcnn/false_positive": 0.10371974227656702, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.991244335193187, "total_loss": 0.662430421449244}
{"data_time": 0.013994893059134483, "eta_seconds": 20597.906129835173, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23110502283105022, "fast_rcnn/fg_cls_accuracy": 0.7636155521914116, "iteration": 249459, "loss_box_reg": 0.21990258432924747, "loss_cls": 0.14979255385696888, "loss_mask": 0.2134405355900526, "loss_rpn_cls": 0.023971131187863648, "loss_rpn_loc": 0.07083545706700534, "lr": 1e-05, "mask_rcnn/accuracy": 0.906573085625372, "mask_rcnn/false_negative": 0.08366238325479132, "mask_rcnn/false_positive": 0.0941038777595668, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9968342990614474, "total_loss": 0.7021017607767135}
{"data_time": 0.01654839515686035, "eta_seconds": 20571.56980426982, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.24193548387096775, "fast_rcnn/fg_cls_accuracy": 0.7544802867383513, "iteration": 249479, "loss_box_reg": 0.20940113998949528, "loss_cls": 0.15812568739056587, "loss_mask": 0.21029623597860336, "loss_rpn_cls": 0.02746533404570073, "loss_rpn_loc": 0.07722610072232783, "lr": 1e-05, "mask_rcnn/accuracy": 0.9005650070482383, "mask_rcnn/false_negative": 0.08537999651754419, "mask_rcnn/false_positive": 0.10734996006481926, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 204.375, "rpn/num_pos_anchors": 51.625, "time": 1.000541226938367, "total_loss": 0.6963297156617045}
{"data_time": 0.024268733337521553, "eta_seconds": 20556.738895364106, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.28934313682065815, "fast_rcnn/fg_cls_accuracy": 0.7075415983818341, "iteration": 249499, "loss_box_reg": 0.20955299399793148, "loss_cls": 0.15869269240647554, "loss_mask": 0.2158438265323639, "loss_rpn_cls": 0.031177931814454496, "loss_rpn_loc": 0.07299578131642193, "lr": 1e-05, "mask_rcnn/accuracy": 0.9014713954173728, "mask_rcnn/false_negative": 0.09266998705799552, "mask_rcnn/false_positive": 0.11668578493955284, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.012269175145775, "total_loss": 0.6945877163379919}
{"data_time": 0.01703150849789381, "eta_seconds": 20540.74562072754, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23992042440318304, "fast_rcnn/fg_cls_accuracy": 0.7480419082494151, "iteration": 249519, "loss_box_reg": 0.1792406002059579, "loss_cls": 0.13936225231736898, "loss_mask": 0.20629816502332687, "loss_rpn_cls": 0.026326770312152803, "loss_rpn_loc": 0.062304464634507895, "lr": 1e-05, "mask_rcnn/accuracy": 0.904179413168838, "mask_rcnn/false_negative": 0.07922966401040293, "mask_rcnn/false_positive": 0.11076288371913098, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.016087492927909, "total_loss": 0.6114515186054632}
{"data_time": 0.016325360629707575, "eta_seconds": 20527.876554932445, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2153850646885313, "fast_rcnn/fg_cls_accuracy": 0.754037469082444, "iteration": 249539, "loss_box_reg": 0.178381341509521, "loss_cls": 0.14303426048718393, "loss_mask": 0.20765257813036442, "loss_rpn_cls": 0.02276744053233415, "loss_rpn_loc": 0.06667439127340913, "lr": 1e-05, "mask_rcnn/accuracy": 0.9081590917078657, "mask_rcnn/false_negative": 0.07817556892326105, "mask_rcnn/false_positive": 0.09782844773194094, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0252015492878854, "total_loss": 0.6115870010107756}
{"data_time": 0.018376498017460108, "eta_seconds": 20500.552849844098, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23993460730825655, "fast_rcnn/fg_cls_accuracy": 0.7461605937921727, "iteration": 249559, "loss_box_reg": 0.21081634797155857, "loss_cls": 0.1554449452087283, "loss_mask": 0.21466793399304152, "loss_rpn_cls": 0.029216216411441565, "loss_rpn_loc": 0.06504226010292768, "lr": 1e-05, "mask_rcnn/accuracy": 0.906930567656271, "mask_rcnn/false_negative": 0.08964506512004738, "mask_rcnn/false_positive": 0.09498208018889528, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9833837677724659, "total_loss": 0.701756200636737}
{"data_time": 0.016541769728064537, "eta_seconds": 20468.761781370267, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2624056161987882, "fast_rcnn/fg_cls_accuracy": 0.7136902370429892, "iteration": 249579, "loss_box_reg": 0.19224510714411736, "loss_cls": 0.14646077994257212, "loss_mask": 0.21526761911809444, "loss_rpn_cls": 0.024110383354127407, "loss_rpn_loc": 0.06332783191464841, "lr": 1e-05, "mask_rcnn/accuracy": 0.9052637807700399, "mask_rcnn/false_negative": 0.08790527385662034, "mask_rcnn/false_positive": 0.10898132805783622, "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": 0.967183839995414, "total_loss": 0.6581111192936078}
{"data_time": 0.013481917325407267, "eta_seconds": 20444.907462783158, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22316415321750888, "fast_rcnn/fg_cls_accuracy": 0.7565578804228626, "iteration": 249599, "loss_box_reg": 0.19601484015583992, "loss_cls": 0.14611619617789984, "loss_mask": 0.20965157821774483, "loss_rpn_cls": 0.026330001652240753, "loss_rpn_loc": 0.06727857235819101, "lr": 1e-05, "mask_rcnn/accuracy": 0.8981729381750387, "mask_rcnn/false_negative": 0.0923830196981257, "mask_rcnn/false_positive": 0.10169584782598487, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9958674032241106, "total_loss": 0.6675080343266018}
{"data_time": 0.02336857095360756, "eta_seconds": 20433.67876640521, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.2855429941760877, "fast_rcnn/fg_cls_accuracy": 0.6714318582034742, "iteration": 249619, "loss_box_reg": 0.20870221313089132, "loss_cls": 0.15316775534301996, "loss_mask": 0.2165217474102974, "loss_rpn_cls": 0.02839911635965109, "loss_rpn_loc": 0.07716987689491361, "lr": 1e-05, "mask_rcnn/accuracy": 0.8943303708612784, "mask_rcnn/false_negative": 0.08664083464519079, "mask_rcnn/false_positive": 0.1144495617850611, "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": 1.0126702263951302, "total_loss": 0.6902258895570412}
{"data_time": 0.015674260910600424, "eta_seconds": 20417.398675922304, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2671371383764599, "fast_rcnn/fg_cls_accuracy": 0.7277867194915604, "iteration": 249639, "loss_box_reg": 0.18536759540438652, "loss_cls": 0.1344344997778535, "loss_mask": 0.21655414626002312, "loss_rpn_cls": 0.029323710245080292, "loss_rpn_loc": 0.04621319298166782, "lr": 1e-05, "mask_rcnn/accuracy": 0.9019491292301958, "mask_rcnn/false_negative": 0.08696672960426288, "mask_rcnn/false_positive": 0.11203948661261438, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0300204888917506, "total_loss": 0.6264647007919848}
{"data_time": 0.013736229855567217, "eta_seconds": 20396.296055205166, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2390591589451176, "fast_rcnn/fg_cls_accuracy": 0.7440391105816955, "iteration": 249659, "loss_box_reg": 0.2046970035880804, "loss_cls": 0.1533325184136629, "loss_mask": 0.2224480528384447, "loss_rpn_cls": 0.023813061066903174, "loss_rpn_loc": 0.06985141802579165, "lr": 1e-05, "mask_rcnn/accuracy": 0.8996592180154226, "mask_rcnn/false_negative": 0.09557096797629638, "mask_rcnn/false_positive": 0.10050690468580031, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0071685584262013, "total_loss": 0.6654713551979512}
{"data_time": 0.02285961015149951, "eta_seconds": 20377.28590838611, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23104133545310018, "fast_rcnn/fg_cls_accuracy": 0.7405304464127993, "iteration": 249679, "loss_box_reg": 0.2019115900620818, "loss_cls": 0.14977968554012477, "loss_mask": 0.22283407114446163, "loss_rpn_cls": 0.024285333493025973, "loss_rpn_loc": 0.06697443482698873, "lr": 1e-05, "mask_rcnn/accuracy": 0.907438050279287, "mask_rcnn/false_negative": 0.08106761377009095, "mask_rcnn/false_positive": 0.11220082890365574, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0172343994490802, "total_loss": 0.6703578203450888}
{"data_time": 0.02400139719247818, "eta_seconds": 20362.808300135657, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22277544840437924, "fast_rcnn/fg_cls_accuracy": 0.7417079411281425, "iteration": 249699, "loss_box_reg": 0.188868785277009, "loss_cls": 0.1355827576480806, "loss_mask": 0.20450340770184994, "loss_rpn_cls": 0.019773721229285002, "loss_rpn_loc": 0.059291645186021924, "lr": 1e-05, "mask_rcnn/accuracy": 0.9166296725364246, "mask_rcnn/false_negative": 0.07574132492999089, "mask_rcnn/false_positive": 0.09518657805045722, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9998721624724567, "total_loss": 0.611154030659236}
{"data_time": 0.020610451232641935, "eta_seconds": 20340.976470150054, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2634862974769565, "fast_rcnn/fg_cls_accuracy": 0.7288277012932833, "iteration": 249719, "loss_box_reg": 0.20119306771084666, "loss_cls": 0.14404264418408275, "loss_mask": 0.20543994009494781, "loss_rpn_cls": 0.022907341364771128, "loss_rpn_loc": 0.061677783727645874, "lr": 1e-05, "mask_rcnn/accuracy": 0.9094306777686569, "mask_rcnn/false_negative": 0.08672544116699987, "mask_rcnn/false_positive": 0.09595626954741254, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0046505224891007, "total_loss": 0.6474740549456328}
{"data_time": 0.019977815449237823, "eta_seconds": 20318.157992213964, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23517479715516376, "fast_rcnn/fg_cls_accuracy": 0.7438363350236055, "iteration": 249739, "loss_box_reg": 0.1930725323036313, "loss_cls": 0.14145414344966412, "loss_mask": 0.20276947040110826, "loss_rpn_cls": 0.019732891669264063, "loss_rpn_loc": 0.060030649648979306, "lr": 1e-05, "mask_rcnn/accuracy": 0.9050302214799066, "mask_rcnn/false_negative": 0.07736596911989158, "mask_rcnn/false_positive": 0.11118166422656155, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9618897745385766, "total_loss": 0.6482268475228921}
{"data_time": 0.014564522542059422, "eta_seconds": 20296.01928010583, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2347968069666183, "fast_rcnn/fg_cls_accuracy": 0.7459008097165991, "iteration": 249759, "loss_box_reg": 0.1999646406620741, "loss_cls": 0.15555015206336975, "loss_mask": 0.21551975049078465, "loss_rpn_cls": 0.0306683894013986, "loss_rpn_loc": 0.08181343832984567, "lr": 1e-05, "mask_rcnn/accuracy": 0.9150551376677154, "mask_rcnn/false_negative": 0.07077196635846397, "mask_rcnn/false_positive": 0.09543859166543109, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 1.0094699622131884, "total_loss": 0.6907850174466148}
{"data_time": 0.013047292828559875, "eta_seconds": 20274.47675747797, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2519376800209479, "fast_rcnn/fg_cls_accuracy": 0.725092357423228, "iteration": 249779, "loss_box_reg": 0.19213330373167992, "loss_cls": 0.14380653202533722, "loss_mask": 0.21587211824953556, "loss_rpn_cls": 0.023695227835560217, "loss_rpn_loc": 0.06521974154748023, "lr": 1e-05, "mask_rcnn/accuracy": 0.8934995032718379, "mask_rcnn/false_negative": 0.09313664429714938, "mask_rcnn/false_positive": 0.11017065245455118, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.011186477728188, "total_loss": 0.658957840903895}
{"data_time": 0.016027963254600763, "eta_seconds": 20254.422873444855, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.27575073019350127, "fast_rcnn/fg_cls_accuracy": 0.7185674516246805, "iteration": 249799, "loss_box_reg": 0.1977904587984085, "loss_cls": 0.13818250969052315, "loss_mask": 0.2160984557121992, "loss_rpn_cls": 0.026313322479836643, "loss_rpn_loc": 0.06420252297539264, "lr": 1e-05, "mask_rcnn/accuracy": 0.9003514712017628, "mask_rcnn/false_negative": 0.08648006112983905, "mask_rcnn/false_positive": 0.09801290637755859, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.001980538945645, "total_loss": 0.6675532853696495}
{"data_time": 0.020139677450060844, "eta_seconds": 20237.928345650434, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.31268842100185706, "fast_rcnn/fg_cls_accuracy": 0.665994623655914, "iteration": 249819, "loss_box_reg": 0.19899668730795383, "loss_cls": 0.15103776892647147, "loss_mask": 0.2171162459999323, "loss_rpn_cls": 0.02583045419305563, "loss_rpn_loc": 0.06033026147633791, "lr": 1e-05, "mask_rcnn/accuracy": 0.8992362958471469, "mask_rcnn/false_negative": 0.09059215874490374, "mask_rcnn/false_positive": 0.10457931653363337, "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": 1.0223273104056716, "total_loss": 0.6661678702803329}
{"data_time": 0.018829304724931717, "eta_seconds": 20229.816550165415, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22281105990783412, "fast_rcnn/fg_cls_accuracy": 0.7628886951467597, "iteration": 249839, "loss_box_reg": 0.1937545146793127, "loss_cls": 0.14625856187194586, "loss_mask": 0.21514524891972542, "loss_rpn_cls": 0.022590599954128265, "loss_rpn_loc": 0.06613137852400541, "lr": 1e-05, "mask_rcnn/accuracy": 0.9068663006677324, "mask_rcnn/false_negative": 0.08819016853783068, "mask_rcnn/false_positive": 0.09262634004276632, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.018714499194175, "total_loss": 0.6426438686903566}
{"data_time": 0.01399242039769888, "eta_seconds": 20224.57746502012, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.22321602177717287, "fast_rcnn/fg_cls_accuracy": 0.7487503503690554, "iteration": 249859, "loss_box_reg": 0.17620640993118286, "loss_cls": 0.13066406827419996, "loss_mask": 0.21492362394928932, "loss_rpn_cls": 0.020399803819600493, "loss_rpn_loc": 0.04690093279350549, "lr": 1e-05, "mask_rcnn/accuracy": 0.9187497394259032, "mask_rcnn/false_negative": 0.08737549190011654, "mask_rcnn/false_positive": 0.08923944711109436, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 1.010246061719954, "total_loss": 0.5879129390814342}
{"data_time": 0.02159694442525506, "eta_seconds": 20206.658038571477, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.23628192303165824, "fast_rcnn/fg_cls_accuracy": 0.7341535695726064, "iteration": 249879, "loss_box_reg": 0.1885516531765461, "loss_cls": 0.14582548197358847, "loss_mask": 0.21848413161933422, "loss_rpn_cls": 0.022369775804691017, "loss_rpn_loc": 0.05648967472370714, "lr": 1e-05, "mask_rcnn/accuracy": 0.9112639973571847, "mask_rcnn/false_negative": 0.08558165858152611, "mask_rcnn/false_positive": 0.09020253876812416, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.977732717525214, "total_loss": 0.6428497540764511}
{"data_time": 0.015546958427876234, "eta_seconds": 20176.328166760504, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2824760244115083, "fast_rcnn/fg_cls_accuracy": 0.6926532165968786, "iteration": 249899, "loss_box_reg": 0.20075101405382156, "loss_cls": 0.15087557677179575, "loss_mask": 0.22187992744147778, "loss_rpn_cls": 0.022238874924369156, "loss_rpn_loc": 0.06529152026632801, "lr": 1e-05, "mask_rcnn/accuracy": 0.8966160199746215, "mask_rcnn/false_negative": 0.09345013478310714, "mask_rcnn/false_positive": 0.10164872929082028, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0110013503581285, "total_loss": 0.6888329989742488}
{"data_time": 0.013912043534219265, "eta_seconds": 20170.014963448048, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23510643363969713, "fast_rcnn/fg_cls_accuracy": 0.748714543212219, "iteration": 249919, "loss_box_reg": 0.20005459524691105, "loss_cls": 0.1430014641955495, "loss_mask": 0.2234120573848486, "loss_rpn_cls": 0.025163485115626827, "loss_rpn_loc": 0.06888938159681857, "lr": 1e-05, "mask_rcnn/accuracy": 0.9020897899895289, "mask_rcnn/false_negative": 0.09099260107146272, "mask_rcnn/false_positive": 0.09910563796402032, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0032873740419745, "total_loss": 0.6570693913090508}
{"data_time": 0.013625084422528744, "eta_seconds": 20124.916401086375, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.22532193655494234, "fast_rcnn/fg_cls_accuracy": 0.7564134599366983, "iteration": 249939, "loss_box_reg": 0.18146299291402102, "loss_cls": 0.13199505535885692, "loss_mask": 0.21354160644114017, "loss_rpn_cls": 0.019826087867841125, "loss_rpn_loc": 0.0624195117270574, "lr": 1e-05, "mask_rcnn/accuracy": 0.9026172463424197, "mask_rcnn/false_negative": 0.09268643415844885, "mask_rcnn/false_positive": 0.09710071558359726, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9689881587401032, "total_loss": 0.6087193849380128}
{"data_time": 0.02370609249919653, "eta_seconds": 20093.991801179945, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.22009174862077235, "fast_rcnn/fg_cls_accuracy": 0.7666467369406138, "iteration": 249959, "loss_box_reg": 0.19879673421382904, "loss_cls": 0.14785972516983747, "loss_mask": 0.2117236629128456, "loss_rpn_cls": 0.02426577708683908, "loss_rpn_loc": 0.06472892581950873, "lr": 1e-05, "mask_rcnn/accuracy": 0.9149161134218525, "mask_rcnn/false_negative": 0.07418113253863647, "mask_rcnn/false_positive": 0.09149301882196323, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9768364033661783, "total_loss": 0.666108491452178}
{"data_time": 0.014926938340067863, "eta_seconds": 20073.055660026148, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2589879256545923, "fast_rcnn/fg_cls_accuracy": 0.7240947127471951, "iteration": 249979, "loss_box_reg": 0.20436161383986473, "loss_cls": 0.14746452402323484, "loss_mask": 0.21577571332454681, "loss_rpn_cls": 0.023239037138409913, "loss_rpn_loc": 0.0681326137855649, "lr": 1e-05, "mask_rcnn/accuracy": 0.9016482485851484, "mask_rcnn/false_negative": 0.09564621841851095, "mask_rcnn/false_positive": 0.10069750924774962, "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": 0.9928562142886221, "total_loss": 0.6681171325035393}
{"bbox/AP": 46.218965045105946, "bbox/AP-airplane": 68.12386167939279, "bbox/AP-apple": 21.54631839198678, "bbox/AP-backpack": 20.440785961249993, "bbox/AP-banana": 27.89949963622863, "bbox/AP-baseball bat": 38.62043766898281, "bbox/AP-baseball glove": 42.951873968165366, "bbox/AP-bear": 75.03306804070662, "bbox/AP-bed": 46.69015469291632, "bbox/AP-bench": 29.603449040468664, "bbox/AP-bicycle": 35.26449835304342, "bbox/AP-bird": 40.00435308724338, "bbox/AP-boat": 31.40821360551592, "bbox/AP-book": 18.501023728272546, "bbox/AP-bottle": 42.81067247491164, "bbox/AP-bowl": 45.7584154246997, "bbox/AP-broccoli": 26.24069087134993, "bbox/AP-bus": 69.56987883131407, "bbox/AP-cake": 42.43525773125334, "bbox/AP-car": 49.23051823122885, "bbox/AP-carrot": 25.228447207231238, "bbox/AP-cat": 70.58950992780667, "bbox/AP-cell phone": 40.89934531780649, "bbox/AP-chair": 32.65527022622304, "bbox/AP-clock": 53.13592476105726, "bbox/AP-couch": 46.315163090567516, "bbox/AP-cow": 63.69268226601385, "bbox/AP-cup": 46.93605447490224, "bbox/AP-dining table": 30.579838610513306, "bbox/AP-dog": 69.11179010011807, "bbox/AP-donut": 52.5292102587056, "bbox/AP-elephant": 67.82108340492653, "bbox/AP-fire hydrant": 72.26819561349988, "bbox/AP-fork": 42.556714068919725, "bbox/AP-frisbee": 69.79136181254599, "bbox/AP-giraffe": 69.23677086794795, "bbox/AP-hair drier": 4.158415841584159, "bbox/AP-handbag": 20.99265905174242, "bbox/AP-horse": 61.882005897751455, "bbox/AP-hot dog": 35.52328431781913, "bbox/AP-keyboard": 53.50435433363066, "bbox/AP-kite": 47.52275552679583, "bbox/AP-knife": 26.131641378719543, "bbox/AP-laptop": 64.46987231505817, "bbox/AP-microwave": 59.628830716993, "bbox/AP-motorcycle": 47.822008909259154, "bbox/AP-mouse": 63.94011222734538, "bbox/AP-orange": 32.44733084685454, "bbox/AP-oven": 39.179353303235516, "bbox/AP-parking meter": 47.87643076502197, "bbox/AP-person": 57.86097980824202, "bbox/AP-pizza": 55.11158683696239, "bbox/AP-potted plant": 31.299085678730094, "bbox/AP-refrigerator": 59.13120134554466, "bbox/AP-remote": 40.31883718095084, "bbox/AP-sandwich": 39.137979181554385, "bbox/AP-scissors": 36.617634188312444, "bbox/AP-sheep": 56.542351059229325, "bbox/AP-sink": 41.52968964112523, "bbox/AP-skateboard": 57.713190599285504, "bbox/AP-skis": 30.565828348925777, "bbox/AP-snowboard": 44.53012598215222, "bbox/AP-spoon": 24.010923174622768, "bbox/AP-sports ball": 52.04496353750717, "bbox/AP-stop sign": 73.34175840971092, "bbox/AP-suitcase": 43.47554766959638, "bbox/AP-surfboard": 44.3838305527945, "bbox/AP-teddy bear": 52.6849911964312, "bbox/AP-tennis racket": 54.47908432938514, "bbox/AP-tie": 38.20482201852917, "bbox/AP-toaster": 44.77295114126797, "bbox/AP-toilet": 64.1856310496156, "bbox/AP-toothbrush": 31.808452039962027, "bbox/AP-traffic light": 30.487088021223872, "bbox/AP-train": 66.32772697691394, "bbox/AP-truck": 41.61738693619246, "bbox/AP-tv": 58.57816841875406, "bbox/AP-umbrella": 44.53347253858448, "bbox/AP-vase": 42.44562092617815, "bbox/AP-wine glass": 40.679672891064996, "bbox/AP-zebra": 68.53723306959886, "bbox/AP50": 68.21671336612886, "bbox/AP75": 50.57787955938711, "bbox/APl": 58.879762904190216, "bbox/APm": 49.589353317418286, "bbox/APs": 30.38656156630012, "data_time": 0.018985386472195387, "eta_seconds": 20052.24158987403, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19664404223227755, "fast_rcnn/fg_cls_accuracy": 0.7797973054982401, "iteration": 249999, "loss_box_reg": 0.19318784913048148, "loss_cls": 0.13950040750205517, "loss_mask": 0.2120446413755417, "loss_rpn_cls": 0.018601850024424493, "loss_rpn_loc": 0.07193196006119251, "lr": 1e-05, "mask_rcnn/accuracy": 0.8954833166049684, "mask_rcnn/false_negative": 0.08782118413690908, "mask_rcnn/false_positive": 0.11327469870768385, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "segm/AP": 42.08741676118013, "segm/AP-airplane": 56.17583010416997, "segm/AP-apple": 21.26602714820938, "segm/AP-backpack": 20.31520521478656, "segm/AP-banana": 22.684034391020514, "segm/AP-baseball bat": 30.286272557296023, "segm/AP-baseball glove": 46.665688162356695, "segm/AP-bear": 74.28848676208484, "segm/AP-bed": 35.69257071964091, "segm/AP-bench": 22.314332268469727, "segm/AP-bicycle": 22.052815704962978, "segm/AP-bird": 34.95070548833536, "segm/AP-boat": 27.755576614152965, "segm/AP-book": 13.355403607557454, "segm/AP-bottle": 41.61138446587543, "segm/AP-bowl": 43.26718866842895, "segm/AP-broccoli": 24.287656455733085, "segm/AP-bus": 67.37473410961576, "segm/AP-cake": 43.962310340059425, "segm/AP-car": 45.80001035329801, "segm/AP-carrot": 21.739354600528003, "segm/AP-cat": 69.73742103922244, "segm/AP-cell phone": 39.90700467098918, "segm/AP-chair": 23.519820153174905, "segm/AP-clock": 53.78646487497001, "segm/AP-couch": 39.98637162666454, "segm/AP-cow": 55.23234434082427, "segm/AP-cup": 47.25823023616846, "segm/AP-dining table": 18.513361569999404, "segm/AP-dog": 65.89123420480246, "segm/AP-donut": 53.05128109012715, "segm/AP-elephant": 61.61825502365023, "segm/AP-fire hydrant": 68.92837821454421, "segm/AP-fork": 22.481354675146363, "segm/AP-frisbee": 68.65726379736955, "segm/AP-giraffe": 55.344520518312265, "segm/AP-hair drier": 4.495049504950495, "segm/AP-handbag": 20.243487555395344, "segm/AP-horse": 45.1631622380269, "segm/AP-hot dog": 28.792519022946255, "segm/AP-keyboard": 51.5246203604801, "segm/AP-kite": 35.59725867073028, "segm/AP-knife": 18.954925499360012, "segm/AP-laptop": 64.39615861868859, "segm/AP-microwave": 62.3294523466072, "segm/AP-motorcycle": 36.87519042628877, "segm/AP-mouse": 63.150995134398144, "segm/AP-orange": 32.203629731924316, "segm/AP-oven": 36.4738975199834, "segm/AP-parking meter": 47.945910021940854, "segm/AP-person": 50.89799223203061, "segm/AP-pizza": 54.357041908713896, "segm/AP-potted plant": 27.14990462657787, "segm/AP-refrigerator": 62.17214673677349, "segm/AP-remote": 37.69717562393712, "segm/AP-sandwich": 40.33160046617921, "segm/AP-scissors": 26.449107075319382, "segm/AP-sheep": 50.90250589425979, "segm/AP-sink": 38.625195507135444, "segm/AP-skateboard": 38.46496447439501, "segm/AP-skis": 5.410968735177827, "segm/AP-snowboard": 28.51104384386598, "segm/AP-spoon": 16.649185325004915, "segm/AP-sports ball": 52.08570340348696, "segm/AP-stop sign": 71.24262256651768, "segm/AP-suitcase": 45.369141554871604, "segm/AP-surfboard": 39.43284886055494, "segm/AP-teddy bear": 51.71337605977332, "segm/AP-tennis racket": 59.41919931409565, "segm/AP-tie": 35.764789127350625, "segm/AP-toaster": 50.28057882711347, "segm/AP-toilet": 62.472400659446, "segm/AP-toothbrush": 23.539764178203253, "segm/AP-traffic light": 29.95302211384202, "segm/AP-train": 65.30724666360585, "segm/AP-truck": 41.228931074528774, "segm/AP-tv": 62.28078376609134, "segm/AP-umbrella": 52.181312559436265, "segm/AP-vase": 42.289496814457614, "segm/AP-wine glass": 37.02144029956694, "segm/AP-zebra": 59.88670017782973, "segm/AP50": 65.29604688583255, "segm/AP75": 45.556942096123464, "segm/APl": 58.67958422923384, "segm/APm": 44.64759658381484, "segm/APs": 23.520825618760696, "time": 0.9694455992430449, "total_loss": 0.6461416847305372}
{"data_time": 0.016622541937977076, "eta_seconds": 20037.35139154829, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2318512156448203, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 250019, "loss_box_reg": 0.1956026302650571, "loss_cls": 0.13493470754474401, "loss_mask": 0.22026168182492256, "loss_rpn_cls": 0.02132421568967402, "loss_rpn_loc": 0.06358287006150931, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9145298992612918, "mask_rcnn/false_negative": 0.07917894158476285, "mask_rcnn/false_positive": 0.10324833118804326, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0409368686378002, "total_loss": 0.6412354529602453}
{"data_time": 0.014172798953950405, "eta_seconds": 20013.77626504749, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.26199965493443755, "fast_rcnn/fg_cls_accuracy": 0.7034234411996843, "iteration": 250039, "loss_box_reg": 0.20311969704926014, "loss_cls": 0.1556981448084116, "loss_mask": 0.22893772646784782, "loss_rpn_cls": 0.02300191277754493, "loss_rpn_loc": 0.05803401442244649, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8956960641399416, "mask_rcnn/false_negative": 0.08936489688730963, "mask_rcnn/false_positive": 0.10213200934651326, "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": 1.0038519715890288, "total_loss": 0.6592778997146524}
{"data_time": 0.019173576030880213, "eta_seconds": 19987.068767864257, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.23105347761311062, "fast_rcnn/fg_cls_accuracy": 0.7474106353416698, "iteration": 250059, "loss_box_reg": 0.17769283894449472, "loss_cls": 0.13551520183682442, "loss_mask": 0.2127274889498949, "loss_rpn_cls": 0.024591124383732677, "loss_rpn_loc": 0.06350097665563226, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134659912993265, "mask_rcnn/false_negative": 0.07602010607892376, "mask_rcnn/false_positive": 0.1082547846367441, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9938315711915493, "total_loss": 0.6138609345944133}
{"data_time": 0.014567354694008827, "eta_seconds": 19963.09131849557, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.22273825503355704, "fast_rcnn/fg_cls_accuracy": 0.7575066058131156, "iteration": 250079, "loss_box_reg": 0.18356811720877886, "loss_cls": 0.13552019000053406, "loss_mask": 0.21545016951858997, "loss_rpn_cls": 0.021660668309777975, "loss_rpn_loc": 0.06211914180312306, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8987187371592933, "mask_rcnn/false_negative": 0.09101497274305603, "mask_rcnn/false_positive": 0.1091916671978821, "roi_head/num_bg_samples": 426.875, "roi_head/num_fg_samples": 85.125, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9830755176953971, "total_loss": 0.6249910801125225}
{"data_time": 0.015534515958279371, "eta_seconds": 19936.332042561844, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23461618509140103, "fast_rcnn/fg_cls_accuracy": 0.7389415350512607, "iteration": 250099, "loss_box_reg": 0.19273631647229195, "loss_cls": 0.14117950666695833, "loss_mask": 0.21425057388842106, "loss_rpn_cls": 0.023320133215747774, "loss_rpn_loc": 0.07152003585360944, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9109794917967187, "mask_rcnn/false_negative": 0.08552631980430853, "mask_rcnn/false_positive": 0.09923370590261671, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0054533472284675, "total_loss": 0.6585115370107815}
{"data_time": 0.013225576840341091, "eta_seconds": 19919.06789952889, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.267682466073887, "fast_rcnn/fg_cls_accuracy": 0.7112379807692308, "iteration": 250119, "loss_box_reg": 0.2167966477572918, "loss_cls": 0.15946324868127704, "loss_mask": 0.23100553452968597, "loss_rpn_cls": 0.029667863447684795, "loss_rpn_loc": 0.07904640980996192, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018722230495557, "mask_rcnn/false_negative": 0.08981939805790809, "mask_rcnn/false_positive": 0.10377996550031215, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 1.0133711704984307, "total_loss": 0.7330297754961066}
{"data_time": 0.018324568402022123, "eta_seconds": 19896.40330114402, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.21185022882307225, "fast_rcnn/fg_cls_accuracy": 0.7706384858973414, "iteration": 250139, "loss_box_reg": 0.21225266065448523, "loss_cls": 0.15355832688510418, "loss_mask": 0.22318505123257637, "loss_rpn_cls": 0.025408724672161043, "loss_rpn_loc": 0.060293759452179074, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062400679904621, "mask_rcnn/false_negative": 0.07924921402336955, "mask_rcnn/false_positive": 0.10478812792477805, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0012786034494638, "total_loss": 0.6589831825112924}
{"data_time": 0.018485685344785452, "eta_seconds": 19878.98929208517, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2562385180649112, "fast_rcnn/fg_cls_accuracy": 0.7106430155210643, "iteration": 250159, "loss_box_reg": 0.18903385382145643, "loss_cls": 0.14294341579079628, "loss_mask": 0.22704686596989632, "loss_rpn_cls": 0.02324506768491119, "loss_rpn_loc": 0.06937264022417367, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100913012466492, "mask_rcnn/false_negative": 0.0800365886314141, "mask_rcnn/false_positive": 0.09316238937750404, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0137391267344356, "total_loss": 0.6736762018408626}
{"data_time": 0.02085082419216633, "eta_seconds": 19849.0525848791, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2725331739135076, "fast_rcnn/fg_cls_accuracy": 0.710192826294126, "iteration": 250179, "loss_box_reg": 0.18387366831302643, "loss_cls": 0.12883790163323283, "loss_mask": 0.22834293730556965, "loss_rpn_cls": 0.022658102330751717, "loss_rpn_loc": 0.058907457103487104, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8973111764695882, "mask_rcnn/false_negative": 0.09959042112895954, "mask_rcnn/false_positive": 0.10466203983851528, "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": 0.9767214539460838, "total_loss": 0.6176396905211732}
{"data_time": 0.023206979036331177, "eta_seconds": 19821.573156304657, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23805555555555555, "fast_rcnn/fg_cls_accuracy": 0.7462652223166242, "iteration": 250199, "loss_box_reg": 0.19511174503713846, "loss_cls": 0.14770508371293545, "loss_mask": 0.22604212164878845, "loss_rpn_cls": 0.025837813620455563, "loss_rpn_loc": 0.06253210664726794, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8971585151028032, "mask_rcnn/false_negative": 0.08459878956537341, "mask_rcnn/false_positive": 0.11615621642032534, "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": 0.9904198572039604, "total_loss": 0.6797589583147783}
{"data_time": 0.014693595003336668, "eta_seconds": 19794.465447505936, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2519451468585878, "fast_rcnn/fg_cls_accuracy": 0.7336569802139283, "iteration": 250219, "loss_box_reg": 0.1975431926548481, "loss_cls": 0.14213422778993845, "loss_mask": 0.22403672896325588, "loss_rpn_cls": 0.02722692710813135, "loss_rpn_loc": 0.06370644038543105, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9047250728069941, "mask_rcnn/false_negative": 0.08461842289101948, "mask_rcnn/false_positive": 0.10105771085489165, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9852000097744167, "total_loss": 0.6956064517144114}
{"data_time": 0.018647049088031054, "eta_seconds": 19769.050673395395, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23705357142857142, "fast_rcnn/fg_cls_accuracy": 0.7629464285714285, "iteration": 250239, "loss_box_reg": 0.19472377933561802, "loss_cls": 0.14272902440279722, "loss_mask": 0.21161098405718803, "loss_rpn_cls": 0.024111989536322653, "loss_rpn_loc": 0.06542281899601221, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9178641407431546, "mask_rcnn/false_negative": 0.08156077740881683, "mask_rcnn/false_positive": 0.09652488818295148, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.004964452702552, "total_loss": 0.645232240203768}
{"data_time": 0.015469786245375872, "eta_seconds": 19749.041512794793, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24285714285714285, "fast_rcnn/fg_cls_accuracy": 0.7356960268770085, "iteration": 250259, "loss_box_reg": 0.22753889486193657, "loss_cls": 0.15200866293162107, "loss_mask": 0.2187935672700405, "loss_rpn_cls": 0.02706711459904909, "loss_rpn_loc": 0.07630446972325444, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.911020706918075, "mask_rcnn/false_negative": 0.09346338771746832, "mask_rcnn/false_positive": 0.08832606934161648, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9972064271569252, "total_loss": 0.6919357696315274}
{"data_time": 0.014143503736704588, "eta_seconds": 19709.154826514423, "fast_rcnn/cls_accuracy": 0.962158203125, "fast_rcnn/false_negative": 0.21165505384128133, "fast_rcnn/fg_cls_accuracy": 0.7542505041977393, "iteration": 250279, "loss_box_reg": 0.18280703201889992, "loss_cls": 0.1365646244958043, "loss_mask": 0.20627391897141933, "loss_rpn_cls": 0.021604170207865536, "loss_rpn_loc": 0.05890954687492922, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9154596677308305, "mask_rcnn/false_negative": 0.0757089105315624, "mask_rcnn/false_positive": 0.09123790279634458, "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": 1.0028443927876651, "total_loss": 0.5826284168288112}
{"data_time": 0.016208752524107695, "eta_seconds": 19688.192156655714, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2679027144072384, "fast_rcnn/fg_cls_accuracy": 0.7192985847962261, "iteration": 250299, "loss_box_reg": 0.20391180459409952, "loss_cls": 0.13970561139285564, "loss_mask": 0.21152838692069054, "loss_rpn_cls": 0.02235004628164461, "loss_rpn_loc": 0.05711132020223886, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9097801530804759, "mask_rcnn/false_negative": 0.08340135783982114, "mask_rcnn/false_positive": 0.10294477400495833, "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": 0.9950180537998676, "total_loss": 0.6530638724798337}
{"data_time": 0.016291136853396893, "eta_seconds": 19658.506591245532, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2036882199925678, "fast_rcnn/fg_cls_accuracy": 0.7548581690919138, "iteration": 250319, "loss_box_reg": 0.1940778959542513, "loss_cls": 0.13548961468040943, "loss_mask": 0.21715468168258667, "loss_rpn_cls": 0.02185389050282538, "loss_rpn_loc": 0.057042865082621574, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90281268757503, "mask_rcnn/false_negative": 0.0869769126134286, "mask_rcnn/false_positive": 0.1131955312140245, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9920256151817739, "total_loss": 0.6427149204246234}
{"data_time": 0.018265236169099808, "eta_seconds": 19646.783316740766, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23503067484662576, "fast_rcnn/fg_cls_accuracy": 0.7448704820419463, "iteration": 250339, "loss_box_reg": 0.19412007555365562, "loss_cls": 0.1327653480693698, "loss_mask": 0.20896737091243267, "loss_rpn_cls": 0.020043621538206935, "loss_rpn_loc": 0.053914995631203055, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9011105248486779, "mask_rcnn/false_negative": 0.08530440351776752, "mask_rcnn/false_positive": 0.09613074856837572, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0133140543475747, "total_loss": 0.6141807606036309}
{"data_time": 0.018076289910823107, "eta_seconds": 19626.79676199332, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.20804478301015697, "fast_rcnn/fg_cls_accuracy": 0.7830193629637403, "iteration": 250359, "loss_box_reg": 0.20223871059715748, "loss_cls": 0.1282058204524219, "loss_mask": 0.2124447487294674, "loss_rpn_cls": 0.021258423337712884, "loss_rpn_loc": 0.0574458105256781, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9128544557370382, "mask_rcnn/false_negative": 0.08566678592543663, "mask_rcnn/false_positive": 0.08916662305872067, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9988539651967585, "total_loss": 0.6095653019146994}
{"data_time": 0.018720010295510292, "eta_seconds": 19608.57947420329, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.20881226053639845, "fast_rcnn/fg_cls_accuracy": 0.7781466577241225, "iteration": 250379, "loss_box_reg": 0.20055862702429295, "loss_cls": 0.1456646965816617, "loss_mask": 0.21298722364008427, "loss_rpn_cls": 0.024666675890330225, "loss_rpn_loc": 0.05966428853571415, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9141149140040352, "mask_rcnn/false_negative": 0.08668246936880189, "mask_rcnn/false_positive": 0.08789227799662264, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.0203333641402423, "total_loss": 0.6644682695623487}
{"data_time": 0.016626307740807533, "eta_seconds": 19588.591115921736, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.19619631576153315, "fast_rcnn/fg_cls_accuracy": 0.8038036842384668, "iteration": 250399, "loss_box_reg": 0.18198582530021667, "loss_cls": 0.1297164037823677, "loss_mask": 0.20705644693225622, "loss_rpn_cls": 0.020323876466136426, "loss_rpn_loc": 0.043654233450070024, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9152931667950199, "mask_rcnn/false_negative": 0.07095538669190223, "mask_rcnn/false_positive": 0.10094639303181456, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9779355679638684, "total_loss": 0.592312142427545}
{"data_time": 0.023215010296553373, "eta_seconds": 19572.34040067531, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2299220603185361, "fast_rcnn/fg_cls_accuracy": 0.7429071264117764, "iteration": 250419, "loss_box_reg": 0.1850305264815688, "loss_cls": 0.13895975798368454, "loss_mask": 0.20661634765565395, "loss_rpn_cls": 0.021657699602656066, "loss_rpn_loc": 0.05943854013457894, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134581919970486, "mask_rcnn/false_negative": 0.07375320300184773, "mask_rcnn/false_positive": 0.11037086630703515, "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": 0.985955182928592, "total_loss": 0.5997618352994323}
{"data_time": 0.016641685739159584, "eta_seconds": 19548.61439935863, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22893194196150168, "fast_rcnn/fg_cls_accuracy": 0.7660675900840742, "iteration": 250439, "loss_box_reg": 0.19951582420617342, "loss_cls": 0.14488884713500738, "loss_mask": 0.2086686361581087, "loss_rpn_cls": 0.021747494000010192, "loss_rpn_loc": 0.06577936792746186, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069336795723074, "mask_rcnn/false_negative": 0.0788816804603158, "mask_rcnn/false_positive": 0.10015061091136013, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9790367321111262, "total_loss": 0.662748466769699}
{"data_time": 0.027771334629505873, "eta_seconds": 19526.863988256082, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2056445402741414, "fast_rcnn/fg_cls_accuracy": 0.7697028423772609, "iteration": 250459, "loss_box_reg": 0.18722588755190372, "loss_cls": 0.12645244970917702, "loss_mask": 0.20574636943638325, "loss_rpn_cls": 0.016635633655823767, "loss_rpn_loc": 0.052990131080150604, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9148505962062878, "mask_rcnn/false_negative": 0.07825648764655911, "mask_rcnn/false_positive": 0.10007117396149165, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9751903307624161, "total_loss": 0.5834664241992868}
{"data_time": 0.021053330041468143, "eta_seconds": 19507.952218800783, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.19754886081416695, "fast_rcnn/fg_cls_accuracy": 0.7594448398576512, "iteration": 250479, "loss_box_reg": 0.19298973679542542, "loss_cls": 0.1349833533167839, "loss_mask": 0.21714454516768456, "loss_rpn_cls": 0.028686002013273537, "loss_rpn_loc": 0.05523191031534225, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9118886054421769, "mask_rcnn/false_negative": 0.08292829492417692, "mask_rcnn/false_positive": 0.0974955522591448, "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": 1.0188468392007053, "total_loss": 0.6353082227287814}
{"data_time": 0.016242087818682194, "eta_seconds": 19506.394532276317, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2566975558765841, "fast_rcnn/fg_cls_accuracy": 0.7231626237899187, "iteration": 250499, "loss_box_reg": 0.19534930493682623, "loss_cls": 0.14713448472321033, "loss_mask": 0.21104482002556324, "loss_rpn_cls": 0.025358899583807215, "loss_rpn_loc": 0.07828594488091767, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026775263648932, "mask_rcnn/false_negative": 0.09577924728992782, "mask_rcnn/false_positive": 0.10517021935170802, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 1.0295124989934266, "total_loss": 0.6523800834547728}
{"data_time": 0.01941693015396595, "eta_seconds": 19491.152541395277, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24697097774020849, "fast_rcnn/fg_cls_accuracy": 0.7463278802645319, "iteration": 250519, "loss_box_reg": 0.19506785832345486, "loss_cls": 0.1448370418511331, "loss_mask": 0.21518771536648273, "loss_rpn_cls": 0.030050989880692214, "loss_rpn_loc": 0.06810491904616356, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018925968484142, "mask_rcnn/false_negative": 0.08574233398653205, "mask_rcnn/false_positive": 0.10980032834974734, "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": 1.0109260827302933, "total_loss": 0.6359632745734416}
{"data_time": 0.01605947408825159, "eta_seconds": 19460.603405050933, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.21673723809845136, "fast_rcnn/fg_cls_accuracy": 0.7582730281101131, "iteration": 250539, "loss_box_reg": 0.17754721082746983, "loss_cls": 0.13674895372241735, "loss_mask": 0.21570138446986675, "loss_rpn_cls": 0.0221920715412125, "loss_rpn_loc": 0.07317457511089742, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9103090359455078, "mask_rcnn/false_negative": 0.0837812751799374, "mask_rcnn/false_positive": 0.10439982662037119, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9854149343445897, "total_loss": 0.6310746028320864}
{"data_time": 0.021334274671971798, "eta_seconds": 19448.904103785753, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.17742052372209877, "fast_rcnn/fg_cls_accuracy": 0.8064305730022225, "iteration": 250559, "loss_box_reg": 0.18740633502602577, "loss_cls": 0.13931696489453316, "loss_mask": 0.22267508506774902, "loss_rpn_cls": 0.023550973506644368, "loss_rpn_loc": 0.06914888392202556, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.907847606356758, "mask_rcnn/false_negative": 0.07592708509218493, "mask_rcnn/false_positive": 0.09954305677569791, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9946347353979945, "total_loss": 0.6740990141406655}
{"data_time": 0.025181209668517113, "eta_seconds": 19440.081771286204, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.2217584159751737, "fast_rcnn/fg_cls_accuracy": 0.7564814814814815, "iteration": 250579, "loss_box_reg": 0.19178010057657957, "loss_cls": 0.14346681535243988, "loss_mask": 0.21625982783734798, "loss_rpn_cls": 0.019907236099243164, "loss_rpn_loc": 0.06452750880271196, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9079142503724197, "mask_rcnn/false_negative": 0.08793494359434542, "mask_rcnn/false_positive": 0.09305810349019583, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.0035086944699287, "total_loss": 0.6764783560065553}
{"data_time": 0.020647617522627115, "eta_seconds": 19400.601544603705, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22048811817597946, "fast_rcnn/fg_cls_accuracy": 0.7547558922558922, "iteration": 250599, "loss_box_reg": 0.18817823193967342, "loss_cls": 0.1383584022987634, "loss_mask": 0.21145129203796387, "loss_rpn_cls": 0.02259957406204194, "loss_rpn_loc": 0.06674545351415873, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084088887742084, "mask_rcnn/false_negative": 0.09217408994356605, "mask_rcnn/false_positive": 0.09593478320621199, "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": 0.9518843768164515, "total_loss": 0.6400249320722651}
{"data_time": 0.020733021665364504, "eta_seconds": 19391.09529015608, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.24715342420212766, "fast_rcnn/fg_cls_accuracy": 0.7290742295239238, "iteration": 250619, "loss_box_reg": 0.2088806852698326, "loss_cls": 0.15139382425695658, "loss_mask": 0.2250396404415369, "loss_rpn_cls": 0.029380257765296847, "loss_rpn_loc": 0.08030872326344252, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046415345049075, "mask_rcnn/false_negative": 0.07609861322453465, "mask_rcnn/false_positive": 0.11195558555455043, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.0170632493682206, "total_loss": 0.7203238522924948}
{"data_time": 0.018360839691013098, "eta_seconds": 19371.083839908242, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24406817672123796, "fast_rcnn/fg_cls_accuracy": 0.733307567572109, "iteration": 250639, "loss_box_reg": 0.21461864095181227, "loss_cls": 0.15269802953116596, "loss_mask": 0.22907469980418682, "loss_rpn_cls": 0.024255200289189816, "loss_rpn_loc": 0.07724188850261271, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8994046132438989, "mask_rcnn/false_negative": 0.0844528625153516, "mask_rcnn/false_positive": 0.1215198543866273, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 1.007756045088172, "total_loss": 0.6966341233346611}
{"data_time": 0.02484490955248475, "eta_seconds": 19351.072389660403, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.22140261627906976, "fast_rcnn/fg_cls_accuracy": 0.7455251905049065, "iteration": 250659, "loss_box_reg": 0.19036061689257622, "loss_cls": 0.14674809528514743, "loss_mask": 0.21043737046420574, "loss_rpn_cls": 0.022681322356220335, "loss_rpn_loc": 0.06742735742591321, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111006032957538, "mask_rcnn/false_negative": 0.08407356888125216, "mask_rcnn/false_positive": 0.09349546774987319, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 0.9953463189303875, "total_loss": 0.6344607323408127}
{"data_time": 0.016605647280812263, "eta_seconds": 19323.112698365003, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2384437830286096, "fast_rcnn/fg_cls_accuracy": 0.7612786165494377, "iteration": 250679, "loss_box_reg": 0.187492529861629, "loss_cls": 0.1314873183146119, "loss_mask": 0.2176563199609518, "loss_rpn_cls": 0.02242288866546005, "loss_rpn_loc": 0.061963096261024475, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9076962012376721, "mask_rcnn/false_negative": 0.07798200215521182, "mask_rcnn/false_positive": 0.10265661850141919, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.025444509461522, "total_loss": 0.6182939658174291}
{"data_time": 0.013676638714969158, "eta_seconds": 19303.109476109967, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22383059311094505, "fast_rcnn/fg_cls_accuracy": 0.7652019948034532, "iteration": 250699, "loss_box_reg": 0.20040871761739254, "loss_cls": 0.14069503848440945, "loss_mask": 0.22555052302777767, "loss_rpn_cls": 0.02458916904288344, "loss_rpn_loc": 0.0691539152758196, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8994877956575926, "mask_rcnn/false_negative": 0.09173845464659777, "mask_rcnn/false_positive": 0.10993707188109332, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.9972414397634566, "total_loss": 0.6592409126460552}
{"data_time": 0.013137544970959425, "eta_seconds": 19299.93700053543, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.2437304858249032, "fast_rcnn/fg_cls_accuracy": 0.7552079430498314, "iteration": 250719, "loss_box_reg": 0.20191773772239685, "loss_cls": 0.1541599719785154, "loss_mask": 0.2141764797270298, "loss_rpn_cls": 0.024307632724230643, "loss_rpn_loc": 0.07123660924844444, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909728471461378, "mask_rcnn/false_negative": 0.0747538193957187, "mask_rcnn/false_positive": 0.11012859269188624, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0391884427517653, "total_loss": 0.6747339670546353}
{"data_time": 0.014776547905057669, "eta_seconds": 19279.916318999603, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.23963317384370014, "fast_rcnn/fg_cls_accuracy": 0.749671277907136, "iteration": 250739, "loss_box_reg": 0.2113308748230338, "loss_cls": 0.14544875919818878, "loss_mask": 0.22176765464246273, "loss_rpn_cls": 0.02454768307507038, "loss_rpn_loc": 0.0740981234703213, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9022589956207968, "mask_rcnn/false_negative": 0.09063936165449352, "mask_rcnn/false_positive": 0.10241130059216845, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9725125604309142, "total_loss": 0.7099263973068446}
{"data_time": 0.013159419875591993, "eta_seconds": 19252.841756269336, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24498051586565225, "fast_rcnn/fg_cls_accuracy": 0.7499269530108641, "iteration": 250759, "loss_box_reg": 0.21281075850129128, "loss_cls": 0.151056288741529, "loss_mask": 0.22179759293794632, "loss_rpn_cls": 0.02720701659563929, "loss_rpn_loc": 0.05961064202710986, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9014101948579778, "mask_rcnn/false_negative": 0.09208153671861197, "mask_rcnn/false_positive": 0.09905548508894513, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9899373869411647, "total_loss": 0.6564688088838011}
{"data_time": 0.015414993278682232, "eta_seconds": 19231.00368817337, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.21005866114561766, "fast_rcnn/fg_cls_accuracy": 0.7670380882301412, "iteration": 250779, "loss_box_reg": 0.18854654394090176, "loss_cls": 0.1334833730943501, "loss_mask": 0.21450208872556686, "loss_rpn_cls": 0.021002110734116286, "loss_rpn_loc": 0.06601569801568985, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.908545344868203, "mask_rcnn/false_negative": 0.0890380658885005, "mask_rcnn/false_positive": 0.09867296071758253, "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": 1.0095515735447407, "total_loss": 0.6489103063941002}
{"data_time": 0.014834672678261995, "eta_seconds": 19216.393786668777, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.22905027932960892, "fast_rcnn/fg_cls_accuracy": 0.755586592178771, "iteration": 250799, "loss_box_reg": 0.19411457376554608, "loss_cls": 0.14951944537460804, "loss_mask": 0.22630267404019833, "loss_rpn_cls": 0.02714746491983533, "loss_rpn_loc": 0.07132105226628482, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9004660239458816, "mask_rcnn/false_negative": 0.08320000830950043, "mask_rcnn/false_positive": 0.09779254768427358, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.027807215694338, "total_loss": 0.6447441551135853}
{"data_time": 0.023887536954134703, "eta_seconds": 19199.833592856303, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.22924909004589333, "fast_rcnn/fg_cls_accuracy": 0.7587289742872245, "iteration": 250819, "loss_box_reg": 0.19900869112461805, "loss_cls": 0.14578945189714432, "loss_mask": 0.20748529396951199, "loss_rpn_cls": 0.024519604281522334, "loss_rpn_loc": 0.06451156697585247, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049791584216023, "mask_rcnn/false_negative": 0.08290183548096791, "mask_rcnn/false_positive": 0.10673644785321544, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0261824121698737, "total_loss": 0.6412055034888908}
{"data_time": 0.021710584871470928, "eta_seconds": 19170.96933742985, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2868259647329415, "fast_rcnn/fg_cls_accuracy": 0.6931719524028395, "iteration": 250839, "loss_box_reg": 0.20712357107549906, "loss_cls": 0.16404716297984123, "loss_mask": 0.2246085423976183, "loss_rpn_cls": 0.025279601337388158, "loss_rpn_loc": 0.07481686025857925, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8976953485529746, "mask_rcnn/false_negative": 0.0895311396716254, "mask_rcnn/false_positive": 0.11747280423780335, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.988513779360801, "total_loss": 0.7142148490529507}
{"data_time": 0.014149234164506197, "eta_seconds": 19133.60409859568, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.253183377811666, "fast_rcnn/fg_cls_accuracy": 0.7287275565964091, "iteration": 250859, "loss_box_reg": 0.1900099702179432, "loss_cls": 0.1472285808995366, "loss_mask": 0.22610747627913952, "loss_rpn_cls": 0.026752089499495924, "loss_rpn_loc": 0.06251543015241623, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068303124128942, "mask_rcnn/false_negative": 0.090991630749784, "mask_rcnn/false_positive": 0.09468326682973022, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0039235027506948, "total_loss": 0.6509589706547558}
{"data_time": 0.02161693014204502, "eta_seconds": 19120.06941124797, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.1918602079186021, "fast_rcnn/fg_cls_accuracy": 0.781060606060606, "iteration": 250879, "loss_box_reg": 0.18917648121714592, "loss_cls": 0.13128915149718523, "loss_mask": 0.21028480492532253, "loss_rpn_cls": 0.021550474455580115, "loss_rpn_loc": 0.06454282999038696, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9115175494765557, "mask_rcnn/false_negative": 0.07305272341536043, "mask_rcnn/false_positive": 0.09603018053151013, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9833853603340685, "total_loss": 0.6048720241524279}
{"data_time": 0.021329820156097412, "eta_seconds": 19087.15978381224, "fast_rcnn/cls_accuracy": 0.931884765625, "fast_rcnn/false_negative": 0.2421875, "fast_rcnn/fg_cls_accuracy": 0.7496527777777777, "iteration": 250899, "loss_box_reg": 0.19318373873829842, "loss_cls": 0.141310372389853, "loss_mask": 0.21871986240148544, "loss_rpn_cls": 0.02614240546245128, "loss_rpn_loc": 0.055932598654180765, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9050600862265673, "mask_rcnn/false_negative": 0.09739923906575323, "mask_rcnn/false_positive": 0.10078999133789085, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9706295747309923, "total_loss": 0.6382262075785547}
{"data_time": 0.020211859606206417, "eta_seconds": 19067.173229064792, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.26944348427238163, "fast_rcnn/fg_cls_accuracy": 0.7177130874552855, "iteration": 250919, "loss_box_reg": 0.1960476916283369, "loss_cls": 0.14485016698017716, "loss_mask": 0.21479663997888565, "loss_rpn_cls": 0.0248636940959841, "loss_rpn_loc": 0.06468902481719851, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8980162127685005, "mask_rcnn/false_negative": 0.0916231790684417, "mask_rcnn/false_positive": 0.10066061796496802, "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": 1.008747277315706, "total_loss": 0.6424418240785599}
{"data_time": 0.02135004010051489, "eta_seconds": 19077.394949672744, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.18341301810789445, "fast_rcnn/fg_cls_accuracy": 0.7847391304347826, "iteration": 250939, "loss_box_reg": 0.17513020057231188, "loss_cls": 0.13120604353025556, "loss_mask": 0.20164800435304642, "loss_rpn_cls": 0.020161721884505823, "loss_rpn_loc": 0.046758187032537535, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9123062334461166, "mask_rcnn/false_negative": 0.07212882153602809, "mask_rcnn/false_positive": 0.09895752617292725, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0238001006655395, "total_loss": 0.5894949602952693}
{"data_time": 0.016192516312003136, "eta_seconds": 19057.37669683993, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.23986409782361906, "fast_rcnn/fg_cls_accuracy": 0.7395739327809228, "iteration": 250959, "loss_box_reg": 0.19553632754832506, "loss_cls": 0.13117937836796045, "loss_mask": 0.20953306928277016, "loss_rpn_cls": 0.02074039983563125, "loss_rpn_loc": 0.061169110238552094, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9080103992816639, "mask_rcnn/false_negative": 0.08298958629406322, "mask_rcnn/false_positive": 0.10365158781589023, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.972149710636586, "total_loss": 0.5884190847864375}
{"data_time": 0.01496238261461258, "eta_seconds": 19049.774519987404, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.22289972899728996, "fast_rcnn/fg_cls_accuracy": 0.7671480738230747, "iteration": 250979, "loss_box_reg": 0.20082737505435944, "loss_cls": 0.14784651156514883, "loss_mask": 0.22534704953432083, "loss_rpn_cls": 0.027118868776597083, "loss_rpn_loc": 0.07550996914505959, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9051038092417163, "mask_rcnn/false_negative": 0.08587538704099368, "mask_rcnn/false_positive": 0.10716567518903924, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 1.038123766425997, "total_loss": 0.6738876494346187}
{"data_time": 0.01983989868313074, "eta_seconds": 19031.811594963074, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.20492350115637786, "fast_rcnn/fg_cls_accuracy": 0.7847447073474472, "iteration": 250999, "loss_box_reg": 0.18975201807916164, "loss_cls": 0.1387102622538805, "loss_mask": 0.21970639750361443, "loss_rpn_cls": 0.022535321302711964, "loss_rpn_loc": 0.05934898881241679, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9064071158020925, "mask_rcnn/false_negative": 0.08560853466204268, "mask_rcnn/false_positive": 0.10409792680860888, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9752884213812649, "total_loss": 0.635979468934238}
{"data_time": 0.013811678625643253, "eta_seconds": 19012.545225089416, "fast_rcnn/cls_accuracy": 0.936279296875, "fast_rcnn/false_negative": 0.2454125885255033, "fast_rcnn/fg_cls_accuracy": 0.7376621309779581, "iteration": 251019, "loss_box_reg": 0.20721435453742743, "loss_cls": 0.1554500525817275, "loss_mask": 0.21498237363994122, "loss_rpn_cls": 0.029169702844228595, "loss_rpn_loc": 0.0719020931283012, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9127167283429227, "mask_rcnn/false_negative": 0.07719858111389054, "mask_rcnn/false_positive": 0.10299443169912109, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.019286761060357, "total_loss": 0.6784470696584322}
{"data_time": 0.014577147550880909, "eta_seconds": 18988.623867295682, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23146736067367304, "fast_rcnn/fg_cls_accuracy": 0.7559793578855163, "iteration": 251039, "loss_box_reg": 0.1944013312458992, "loss_cls": 0.14362252410501242, "loss_mask": 0.21092800609767437, "loss_rpn_cls": 0.029951750475447625, "loss_rpn_loc": 0.0744416150264442, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9123677543763997, "mask_rcnn/false_negative": 0.08937057223853868, "mask_rcnn/false_positive": 0.09753043694426225, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9781883805990219, "total_loss": 0.6607122462592088}
{"data_time": 0.018363640643656254, "eta_seconds": 18967.89430355653, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.20004267457269276, "fast_rcnn/fg_cls_accuracy": 0.7888877200364681, "iteration": 251059, "loss_box_reg": 0.17561126500368118, "loss_cls": 0.12508214637637138, "loss_mask": 0.20084828976541758, "loss_rpn_cls": 0.020078112254850566, "loss_rpn_loc": 0.04768940678332001, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062292185744255, "mask_rcnn/false_negative": 0.08372431985805293, "mask_rcnn/false_positive": 0.10441126733660441, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.9877590867690742, "total_loss": 0.5878557141986676}
{"data_time": 0.023595713544636965, "eta_seconds": 18973.438574709, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.24319423280847613, "fast_rcnn/fg_cls_accuracy": 0.7506325110689437, "iteration": 251079, "loss_box_reg": 0.20576583594083786, "loss_cls": 0.1380981272086501, "loss_mask": 0.22532931715250015, "loss_rpn_cls": 0.023630833718925714, "loss_rpn_loc": 0.06293673813343048, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015277993253601, "mask_rcnn/false_negative": 0.08437458639013082, "mask_rcnn/false_positive": 0.11097143915247616, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0301915928721428, "total_loss": 0.6612474775756709}
{"data_time": 0.02077548112720251, "eta_seconds": 18943.652212433517, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22472948911108068, "fast_rcnn/fg_cls_accuracy": 0.7482823403113259, "iteration": 251099, "loss_box_reg": 0.18781767413020134, "loss_cls": 0.13886529207229614, "loss_mask": 0.2038193754851818, "loss_rpn_cls": 0.022234500967897475, "loss_rpn_loc": 0.06467447080649436, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9059892480879179, "mask_rcnn/false_negative": 0.08184916584002075, "mask_rcnn/false_positive": 0.10050839532911861, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9956854246556759, "total_loss": 0.6225556109566242}
{"data_time": 0.017926456406712532, "eta_seconds": 18912.3737539351, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2550455985576502, "fast_rcnn/fg_cls_accuracy": 0.6907700498523789, "iteration": 251119, "loss_box_reg": 0.19389016181230545, "loss_cls": 0.14073467021808028, "loss_mask": 0.21090316772460938, "loss_rpn_cls": 0.022574898262973875, "loss_rpn_loc": 0.06885018246248364, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.898325242322862, "mask_rcnn/false_negative": 0.08953147463382356, "mask_rcnn/false_positive": 0.10934029528224616, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9795150873251259, "total_loss": 0.618091355485376}
{"data_time": 0.017896548379212618, "eta_seconds": 18887.776481788605, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.25262762762762764, "fast_rcnn/fg_cls_accuracy": 0.7381431956668923, "iteration": 251139, "loss_box_reg": 0.1989968791604042, "loss_cls": 0.1372567331418395, "loss_mask": 0.21489314176142216, "loss_rpn_cls": 0.022641482937615365, "loss_rpn_loc": 0.048566827084869146, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060700127944292, "mask_rcnn/false_negative": 0.0857233452199547, "mask_rcnn/false_positive": 0.10378632140151275, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9767286917194724, "total_loss": 0.6301423500990495}
{"data_time": 0.013623449485749006, "eta_seconds": 18867.747026346624, "fast_rcnn/cls_accuracy": 0.926513671875, "fast_rcnn/false_negative": 0.2552598362724945, "fast_rcnn/fg_cls_accuracy": 0.7175324675324675, "iteration": 251159, "loss_box_reg": 0.21638339199125767, "loss_cls": 0.16046710312366486, "loss_mask": 0.2245863527059555, "loss_rpn_cls": 0.02627526200376451, "loss_rpn_loc": 0.07756472402252257, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8943008814102564, "mask_rcnn/false_negative": 0.10038618822604074, "mask_rcnn/false_positive": 0.10302516930775231, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0045040366239846, "total_loss": 0.7158909399004187}
{"data_time": 0.016142238397151232, "eta_seconds": 18852.27087124251, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2428138333707613, "fast_rcnn/fg_cls_accuracy": 0.7438963320210479, "iteration": 251179, "loss_box_reg": 0.19747448153793812, "loss_cls": 0.14189799223095179, "loss_mask": 0.21589123457670212, "loss_rpn_cls": 0.023015077458694577, "loss_rpn_loc": 0.05157794454135001, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111318929587376, "mask_rcnn/false_negative": 0.09003535459382915, "mask_rcnn/false_positive": 0.09899238074056302, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 1.004840477835387, "total_loss": 0.6417374315788038}
{"data_time": 0.017428806517273188, "eta_seconds": 18852.134569734335, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.23954574635290993, "fast_rcnn/fg_cls_accuracy": 0.7373374517901634, "iteration": 251199, "loss_box_reg": 0.18119088001549244, "loss_cls": 0.1418901141732931, "loss_mask": 0.21573111228644848, "loss_rpn_cls": 0.022013373294612393, "loss_rpn_loc": 0.06960556795820594, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9044530516333378, "mask_rcnn/false_negative": 0.09039016845365522, "mask_rcnn/false_positive": 0.10083674590743633, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 1.012087213806808, "total_loss": 0.6618010422680527}
{"data_time": 0.016560424584895372, "eta_seconds": 18832.079107426107, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22507160759040457, "fast_rcnn/fg_cls_accuracy": 0.757422969187675, "iteration": 251219, "loss_box_reg": 0.1939706141129136, "loss_cls": 0.1288459049537778, "loss_mask": 0.21609055995941162, "loss_rpn_cls": 0.02275598212145269, "loss_rpn_loc": 0.05496831226628274, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8998671343537414, "mask_rcnn/false_negative": 0.09939054387322657, "mask_rcnn/false_positive": 0.1122551462297833, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.9866558224894106, "total_loss": 0.6296548704849556}
{"data_time": 0.016259371768683195, "eta_seconds": 18812.02364511788, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.28457335863173333, "fast_rcnn/fg_cls_accuracy": 0.6809244322032046, "iteration": 251239, "loss_box_reg": 0.19238620530813932, "loss_cls": 0.14052877435460687, "loss_mask": 0.21632788516581059, "loss_rpn_cls": 0.029680544103030115, "loss_rpn_loc": 0.06705505680292845, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9048855337589581, "mask_rcnn/false_negative": 0.09364888412237596, "mask_rcnn/false_positive": 0.10873830563248124, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 1.001421773340553, "total_loss": 0.6744008552632295}
{"data_time": 0.01600355003029108, "eta_seconds": 18791.96818280965, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.24071560020514676, "fast_rcnn/fg_cls_accuracy": 0.7372918082518296, "iteration": 251259, "loss_box_reg": 0.20589825278148055, "loss_cls": 0.15550528839230537, "loss_mask": 0.21811851393431425, "loss_rpn_cls": 0.021855437895283103, "loss_rpn_loc": 0.06599038233980536, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8996862067969756, "mask_rcnn/false_negative": 0.0904400065244679, "mask_rcnn/false_positive": 0.09703245549983495, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9874711772426963, "total_loss": 0.6583850702736527}
{"data_time": 0.015983917750418186, "eta_seconds": 18763.236477077007, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.18181818181818182, "fast_rcnn/fg_cls_accuracy": 0.8000611532210045, "iteration": 251279, "loss_box_reg": 0.1770727038383484, "loss_cls": 0.13623436400666833, "loss_mask": 0.2092871591448784, "loss_rpn_cls": 0.018378947977907956, "loss_rpn_loc": 0.07133138016797602, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9090211977648202, "mask_rcnn/false_negative": 0.08143332766414652, "mask_rcnn/false_positive": 0.09752430765405568, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 0.9910435704514384, "total_loss": 0.611874807800632}
{"data_time": 0.014080055989325047, "eta_seconds": 18743.190284259617, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2099343242309022, "fast_rcnn/fg_cls_accuracy": 0.7755747126436782, "iteration": 251299, "loss_box_reg": 0.19047675095498562, "loss_cls": 0.1438109390437603, "loss_mask": 0.22350718267261982, "loss_rpn_cls": 0.021936010685749352, "loss_rpn_loc": 0.07334851362975314, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8968706330890877, "mask_rcnn/false_negative": 0.09144295933017454, "mask_rcnn/false_positive": 0.10678362249175694, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9810617356561124, "total_loss": 0.6614846478914842}
{"data_time": 0.020472885575145483, "eta_seconds": 18731.801795884967, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2418594160104987, "fast_rcnn/fg_cls_accuracy": 0.7581405839895012, "iteration": 251319, "loss_box_reg": 0.195617089048028, "loss_cls": 0.13697427418082952, "loss_mask": 0.21301516890525818, "loss_rpn_cls": 0.025350402800540905, "loss_rpn_loc": 0.07082707132212818, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9159257799642034, "mask_rcnn/false_negative": 0.08080788598832397, "mask_rcnn/false_positive": 0.09993521110988965, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0017498256638646, "total_loss": 0.658320217859}
{"data_time": 0.01494971988722682, "eta_seconds": 18692.490405086428, "fast_rcnn/cls_accuracy": 0.934814453125, "fast_rcnn/false_negative": 0.23225516621743036, "fast_rcnn/fg_cls_accuracy": 0.7208926031294453, "iteration": 251339, "loss_box_reg": 0.21026782412081957, "loss_cls": 0.1495275441557169, "loss_mask": 0.21421942487359047, "loss_rpn_cls": 0.027337194187566638, "loss_rpn_loc": 0.06745508767198771, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9042586580230867, "mask_rcnn/false_negative": 0.08566410032036861, "mask_rcnn/false_positive": 0.09213944095003757, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.99587332457304, "total_loss": 0.6468397192074917}
{"data_time": 0.025047761388123035, "eta_seconds": 18671.962223164737, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2268516155377469, "fast_rcnn/fg_cls_accuracy": 0.7643622200584226, "iteration": 251359, "loss_box_reg": 0.1936119608581066, "loss_cls": 0.14482825994491577, "loss_mask": 0.21923762001097202, "loss_rpn_cls": 0.02571413604891859, "loss_rpn_loc": 0.075177768827416, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8971156367743167, "mask_rcnn/false_negative": 0.10132117287056563, "mask_rcnn/false_positive": 0.09873772260386157, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9892320968210697, "total_loss": 0.6503549748740625}
{"data_time": 0.020910227671265602, "eta_seconds": 18651.175363063812, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.2208172165547167, "fast_rcnn/fg_cls_accuracy": 0.7708802640074611, "iteration": 251379, "loss_box_reg": 0.17820886662229896, "loss_cls": 0.12972199078649282, "loss_mask": 0.21352064423263073, "loss_rpn_cls": 0.023852815458667465, "loss_rpn_loc": 0.05025592015590519, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9087557516937264, "mask_rcnn/false_negative": 0.08064218152049969, "mask_rcnn/false_positive": 0.09607679805774966, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9939284813590348, "total_loss": 0.5835261177271605}
{"data_time": 0.016465142369270325, "eta_seconds": 18631.89363470301, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.25159290418936486, "fast_rcnn/fg_cls_accuracy": 0.7205849644128114, "iteration": 251399, "loss_box_reg": 0.19459054060280323, "loss_cls": 0.14108313247561455, "loss_mask": 0.21064153499901295, "loss_rpn_cls": 0.025504945777356625, "loss_rpn_loc": 0.06654480122961104, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9108872213598314, "mask_rcnn/false_negative": 0.07813044943198143, "mask_rcnn/false_positive": 0.09724452157588018, "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": 0.9851405117660761, "total_loss": 0.6483098418684676}
{"data_time": 0.017633064184337854, "eta_seconds": 18627.162403548136, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23758278145695366, "fast_rcnn/fg_cls_accuracy": 0.7460284610532955, "iteration": 251419, "loss_box_reg": 0.18316011130809784, "loss_cls": 0.1442795367911458, "loss_mask": 0.21533308923244476, "loss_rpn_cls": 0.02439524233341217, "loss_rpn_loc": 0.056028566556051373, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9110491242683969, "mask_rcnn/false_negative": 0.08492730199011557, "mask_rcnn/false_positive": 0.09333020456004137, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0171165368519723, "total_loss": 0.6429097123909742}
{"data_time": 0.016710486263036728, "eta_seconds": 18607.721541523933, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.28591555910393085, "fast_rcnn/fg_cls_accuracy": 0.6843011353061604, "iteration": 251439, "loss_box_reg": 0.1868169903755188, "loss_cls": 0.1432932997122407, "loss_mask": 0.20689760707318783, "loss_rpn_cls": 0.022452691104263067, "loss_rpn_loc": 0.057592387311160564, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9019665958399481, "mask_rcnn/false_negative": 0.08842497299453791, "mask_rcnn/false_positive": 0.09327090546821859, "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": 1.0016014706343412, "total_loss": 0.6370512015128043}
{"data_time": 0.016709106974303722, "eta_seconds": 18601.101286383346, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2560493214167494, "fast_rcnn/fg_cls_accuracy": 0.741221174004193, "iteration": 251459, "loss_box_reg": 0.20723911188542843, "loss_cls": 0.13393989950418472, "loss_mask": 0.22422371245920658, "loss_rpn_cls": 0.028424239018931985, "loss_rpn_loc": 0.0674465165939182, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9086349912547499, "mask_rcnn/false_negative": 0.08658360799050605, "mask_rcnn/false_positive": 0.10376890997063268, "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": 1.0279258168302476, "total_loss": 0.6631248694102396}
{"data_time": 0.017119955737143755, "eta_seconds": 18584.99614816159, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23823900332479842, "fast_rcnn/fg_cls_accuracy": 0.7385415396407853, "iteration": 251479, "loss_box_reg": 0.2037578783929348, "loss_cls": 0.1522738803178072, "loss_mask": 0.2178071364760399, "loss_rpn_cls": 0.028354582143947482, "loss_rpn_loc": 0.06808225158601999, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8989792107184471, "mask_rcnn/false_negative": 0.07855566524897742, "mask_rcnn/false_positive": 0.11441656923446114, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.007072966080159, "total_loss": 0.6689680436538765}
{"data_time": 0.017261556815356016, "eta_seconds": 18548.509772866964, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.210514183435483, "fast_rcnn/fg_cls_accuracy": 0.6988984941438929, "iteration": 251499, "loss_box_reg": 0.19559229630976915, "loss_cls": 0.14624689565971494, "loss_mask": 0.21194099076092243, "loss_rpn_cls": 0.02351604979048716, "loss_rpn_loc": 0.062145884381607175, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9152235553935408, "mask_rcnn/false_negative": 0.08371996966652631, "mask_rcnn/false_positive": 0.0925034607736743, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.995957619510591, "total_loss": 0.6748622982995585}
{"data_time": 0.01895668590441346, "eta_seconds": 18531.19613405317, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2241651665993167, "fast_rcnn/fg_cls_accuracy": 0.7488945246455976, "iteration": 251519, "loss_box_reg": 0.20304669067263603, "loss_cls": 0.14635427948087454, "loss_mask": 0.21564575098454952, "loss_rpn_cls": 0.02111439689178951, "loss_rpn_loc": 0.06460137909743935, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9124190535158114, "mask_rcnn/false_negative": 0.07826323577900374, "mask_rcnn/false_positive": 0.09365349816365878, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0294847353361547, "total_loss": 0.6527292580722133}
{"data_time": 0.01579237077385187, "eta_seconds": 18511.140726981685, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.24888386213465086, "fast_rcnn/fg_cls_accuracy": 0.7487796892672183, "iteration": 251539, "loss_box_reg": 0.1958677265793085, "loss_cls": 0.160624573007226, "loss_mask": 0.2190255317837, "loss_rpn_cls": 0.028892525006085634, "loss_rpn_loc": 0.05673579467111267, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101477508379385, "mask_rcnn/false_negative": 0.07753830132685995, "mask_rcnn/false_positive": 0.10246439311855457, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9978586710058153, "total_loss": 0.6860619475482963}
{"data_time": 0.019241836853325367, "eta_seconds": 18491.0853199102, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.21058947598094474, "fast_rcnn/fg_cls_accuracy": 0.7855194734353976, "iteration": 251559, "loss_box_reg": 0.19772557634860277, "loss_cls": 0.1353759104385972, "loss_mask": 0.21323744766414165, "loss_rpn_cls": 0.02463524171616882, "loss_rpn_loc": 0.0718824997311458, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092649239243041, "mask_rcnn/false_negative": 0.08917991669868103, "mask_rcnn/false_positive": 0.08902159153839062, "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": 1.000876009464264, "total_loss": 0.6361409010132775}
{"data_time": 0.020605720579624176, "eta_seconds": 18465.38921557367, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20841933396999476, "fast_rcnn/fg_cls_accuracy": 0.7775946520439911, "iteration": 251579, "loss_box_reg": 0.19119898788630962, "loss_cls": 0.13452676543965936, "loss_mask": 0.20778313092887402, "loss_rpn_cls": 0.02281026146374643, "loss_rpn_loc": 0.06228298880159855, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9203204137132709, "mask_rcnn/false_negative": 0.07133512177582489, "mask_rcnn/false_positive": 0.09092670847157822, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9915930642746389, "total_loss": 0.6191518986015581}
{"data_time": 0.01471322774887085, "eta_seconds": 18459.516420587897, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20430850395678934, "fast_rcnn/fg_cls_accuracy": 0.7776309342685475, "iteration": 251599, "loss_box_reg": 0.19622384663671255, "loss_cls": 0.13734842836856842, "loss_mask": 0.22124207392334938, "loss_rpn_cls": 0.02262655389495194, "loss_rpn_loc": 0.058274627779610455, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9127762983627611, "mask_rcnn/false_negative": 0.07861379391069152, "mask_rcnn/false_positive": 0.10357809920244165, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.996754608117044, "total_loss": 0.6345976126613095}
{"data_time": 0.025999367237091064, "eta_seconds": 18431.725770728663, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21195727005691206, "fast_rcnn/fg_cls_accuracy": 0.7634405225474187, "iteration": 251619, "loss_box_reg": 0.1835193382576108, "loss_cls": 0.13323645386844873, "loss_mask": 0.21138649061322212, "loss_rpn_cls": 0.018868810031563044, "loss_rpn_loc": 0.05575712467543781, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9105954674018248, "mask_rcnn/false_negative": 0.07878043816534708, "mask_rcnn/false_positive": 0.10373884834165296, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0087527357973158, "total_loss": 0.614309777127346}
{"data_time": 0.01657116087153554, "eta_seconds": 18410.863691624254, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.18469599263012437, "fast_rcnn/fg_cls_accuracy": 0.7723008558262014, "iteration": 251639, "loss_box_reg": 0.19361225049942732, "loss_cls": 0.1472488334402442, "loss_mask": 0.21226215176284313, "loss_rpn_cls": 0.023740189499221742, "loss_rpn_loc": 0.07095534726977348, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9116661302164244, "mask_rcnn/false_negative": 0.08390686765412808, "mask_rcnn/false_positive": 0.09008849871776829, "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": 0.9969728710129857, "total_loss": 0.6557545613031834}
{"data_time": 0.013160564005374908, "eta_seconds": 18391.613201042637, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.22757511807858505, "fast_rcnn/fg_cls_accuracy": 0.7275550195960205, "iteration": 251659, "loss_box_reg": 0.19324016384780407, "loss_cls": 0.13630522415041924, "loss_mask": 0.2141813226044178, "loss_rpn_cls": 0.025199424155289307, "loss_rpn_loc": 0.07327515678480268, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9095749746042432, "mask_rcnn/false_negative": 0.08213268855375991, "mask_rcnn/false_positive": 0.09973153815941277, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0127822998911142, "total_loss": 0.6455826037563384}
{"data_time": 0.015822858083993196, "eta_seconds": 18363.874494731426, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24632352941176472, "fast_rcnn/fg_cls_accuracy": 0.736961772142345, "iteration": 251679, "loss_box_reg": 0.17963449843227863, "loss_cls": 0.1303388848900795, "loss_mask": 0.20563471503555775, "loss_rpn_cls": 0.025549624231643975, "loss_rpn_loc": 0.06483064102940261, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9150178938767054, "mask_rcnn/false_negative": 0.0853027664522019, "mask_rcnn/false_positive": 0.09495636352160498, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9831778043881059, "total_loss": 0.597358659375459}
{"data_time": 0.017766921781003475, "eta_seconds": 18337.340499088168, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.20469348659003833, "fast_rcnn/fg_cls_accuracy": 0.7939878234398783, "iteration": 251699, "loss_box_reg": 0.18755490519106388, "loss_cls": 0.14227381721138954, "loss_mask": 0.2081653904169798, "loss_rpn_cls": 0.025010240613482893, "loss_rpn_loc": 0.056546146515756845, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9056426058965761, "mask_rcnn/false_negative": 0.07431062793226481, "mask_rcnn/false_positive": 0.12341996968167138, "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": 0.989891015458852, "total_loss": 0.6288536806823686}
{"data_time": 0.016709393355995417, "eta_seconds": 18304.95833583176, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.273208021362375, "fast_rcnn/fg_cls_accuracy": 0.7188265028561066, "iteration": 251719, "loss_box_reg": 0.19497440941631794, "loss_cls": 0.14831290021538734, "loss_mask": 0.21399922017008066, "loss_rpn_cls": 0.022551628993824124, "loss_rpn_loc": 0.06465616100467741, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9098150491103898, "mask_rcnn/false_negative": 0.08684451455629555, "mask_rcnn/false_positive": 0.10393861547221661, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9934959695674479, "total_loss": 0.6404335206607357}
{"data_time": 0.014427213929593563, "eta_seconds": 18289.159431094304, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24956140350877193, "fast_rcnn/fg_cls_accuracy": 0.7302300978577096, "iteration": 251739, "loss_box_reg": 0.19922579498961568, "loss_cls": 0.14421630091965199, "loss_mask": 0.22891398705542088, "loss_rpn_cls": 0.02010298188542947, "loss_rpn_loc": 0.06459144223481417, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8978399370035773, "mask_rcnn/false_negative": 0.09176094762286069, "mask_rcnn/false_positive": 0.11176743125793193, "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": 1.001164859160781, "total_loss": 0.6601060694956686}
{"data_time": 0.019388548098504543, "eta_seconds": 18270.53913116455, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.21318435903608013, "fast_rcnn/fg_cls_accuracy": 0.753278903534658, "iteration": 251759, "loss_box_reg": 0.19494883343577385, "loss_cls": 0.1412936309352517, "loss_mask": 0.21152240224182606, "loss_rpn_cls": 0.021782911499030888, "loss_rpn_loc": 0.0495108759496361, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081623708138478, "mask_rcnn/false_negative": 0.09127976733097462, "mask_rcnn/false_positive": 0.09539870888411821, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0020234542898834, "total_loss": 0.6650362722575665}
{"data_time": 0.02313649095594883, "eta_seconds": 18246.766754025593, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.21264883764883763, "fast_rcnn/fg_cls_accuracy": 0.7812782878572352, "iteration": 251779, "loss_box_reg": 0.19047613628208637, "loss_cls": 0.13368340954184532, "loss_mask": 0.21443565003573895, "loss_rpn_cls": 0.021075517986901104, "loss_rpn_loc": 0.05937584023922682, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9113856944214087, "mask_rcnn/false_negative": 0.07460798105978472, "mask_rcnn/false_positive": 0.10253891598457623, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9730706419795752, "total_loss": 0.6232716141385026}
{"data_time": 0.013397846836596727, "eta_seconds": 18205.858003813773, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21045066045066047, "fast_rcnn/fg_cls_accuracy": 0.7639804438584926, "iteration": 251799, "loss_box_reg": 0.1977795222774148, "loss_cls": 0.1473893839865923, "loss_mask": 0.21118345204740763, "loss_rpn_cls": 0.02451682451646775, "loss_rpn_loc": 0.0710403056582436, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910477679772474, "mask_rcnn/false_negative": 0.0781947755575488, "mask_rcnn/false_positive": 0.09813798369482626, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9813476512208581, "total_loss": 0.6821389397373423}
{"data_time": 0.013576400466263294, "eta_seconds": 18162.687488039955, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.21581830841395486, "fast_rcnn/fg_cls_accuracy": 0.7749468630900029, "iteration": 251819, "loss_box_reg": 0.19996521435678005, "loss_cls": 0.1454286351799965, "loss_mask": 0.22305389307439327, "loss_rpn_cls": 0.02548248542007059, "loss_rpn_loc": 0.06609109533019364, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9038265663280891, "mask_rcnn/false_negative": 0.09361695799916844, "mask_rcnn/false_positive": 0.09584947755995357, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9746999847702682, "total_loss": 0.6710092935245484}
{"data_time": 0.013424712233245373, "eta_seconds": 18142.437865138054, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22588683670477866, "fast_rcnn/fg_cls_accuracy": 0.7619361492242849, "iteration": 251839, "loss_box_reg": 0.19177883490920067, "loss_cls": 0.1391637516207993, "loss_mask": 0.20875798538327217, "loss_rpn_cls": 0.02144907441106625, "loss_rpn_loc": 0.059404239524155855, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101245598850849, "mask_rcnn/false_negative": 0.08255609504644372, "mask_rcnn/false_positive": 0.10239279249866956, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9988944940268993, "total_loss": 0.6204505757777952}
{"data_time": 0.013985543046146631, "eta_seconds": 18122.457206696272, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2419209317585302, "fast_rcnn/fg_cls_accuracy": 0.7341502174640349, "iteration": 251859, "loss_box_reg": 0.19885550066828728, "loss_cls": 0.13590035354718566, "loss_mask": 0.215489799156785, "loss_rpn_cls": 0.02408674784237519, "loss_rpn_loc": 0.06883376755286008, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046654864131445, "mask_rcnn/false_negative": 0.0860601580886074, "mask_rcnn/false_positive": 0.10265606943057251, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0013259425759315, "total_loss": 0.6488368920399807}
{"data_time": 0.014860964845865965, "eta_seconds": 18103.88300003484, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1885909090909091, "fast_rcnn/fg_cls_accuracy": 0.7986419068736141, "iteration": 251879, "loss_box_reg": 0.20113885030150414, "loss_cls": 0.13675928907468915, "loss_mask": 0.21936537884175777, "loss_rpn_cls": 0.022345731500536203, "loss_rpn_loc": 0.06740170787088573, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9109448722959419, "mask_rcnn/false_negative": 0.09127728225923415, "mask_rcnn/false_positive": 0.09382245760901509, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0096506560221314, "total_loss": 0.6607094073260669}
{"data_time": 0.01605188986286521, "eta_seconds": 18082.495889812708, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2445409982174688, "fast_rcnn/fg_cls_accuracy": 0.7379456327985741, "iteration": 251899, "loss_box_reg": 0.20033733639866114, "loss_cls": 0.1412340714596212, "loss_mask": 0.21670891344547272, "loss_rpn_cls": 0.026657523005269468, "loss_rpn_loc": 0.061997170792892575, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9198000694123496, "mask_rcnn/false_negative": 0.07760923212245036, "mask_rcnn/false_positive": 0.09065252155010742, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.980807589367032, "total_loss": 0.6575513372663409}
{"data_time": 0.0155368372797966, "eta_seconds": 18060.622706115246, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.20041540692672616, "fast_rcnn/fg_cls_accuracy": 0.7894119100568322, "iteration": 251919, "loss_box_reg": 0.203098364174366, "loss_cls": 0.14382588490843773, "loss_mask": 0.21099044755101204, "loss_rpn_cls": 0.0258334280224517, "loss_rpn_loc": 0.0697515862993896, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9146890216612961, "mask_rcnn/false_negative": 0.06994855410114004, "mask_rcnn/false_positive": 0.09472848027998507, "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": 0.9973589004948735, "total_loss": 0.6693290337570943}
{"data_time": 0.019155274145305157, "eta_seconds": 18042.534572929144, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.20452748001508753, "fast_rcnn/fg_cls_accuracy": 0.782625, "iteration": 251939, "loss_box_reg": 0.19060375727713108, "loss_cls": 0.13231251621618867, "loss_mask": 0.20463119074702263, "loss_rpn_cls": 0.02335775818210095, "loss_rpn_loc": 0.06384684075601399, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9207785510276398, "mask_rcnn/false_negative": 0.07705933961751099, "mask_rcnn/false_positive": 0.07459441980565117, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0684885354712605, "total_loss": 0.6312562719685957}
{"data_time": 0.01701056957244873, "eta_seconds": 18023.954156767577, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.19975446161216914, "fast_rcnn/fg_cls_accuracy": 0.783877738423193, "iteration": 251959, "loss_box_reg": 0.2014465555548668, "loss_cls": 0.13213202729821205, "loss_mask": 0.2104267030954361, "loss_rpn_cls": 0.02082885312847793, "loss_rpn_loc": 0.05147664691321552, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9132134211434132, "mask_rcnn/false_negative": 0.07178214235433271, "mask_rcnn/false_positive": 0.09692170130717169, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9862052383832633, "total_loss": 0.6346575754578225}
{"data_time": 0.01860421895980835, "eta_seconds": 18002.57325604558, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.21792835417370732, "fast_rcnn/fg_cls_accuracy": 0.7609635083226632, "iteration": 251979, "loss_box_reg": 0.19481622288003564, "loss_cls": 0.13079649908468127, "loss_mask": 0.2224661074578762, "loss_rpn_cls": 0.018987942778039724, "loss_rpn_loc": 0.06754894409095868, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9071423391287161, "mask_rcnn/false_negative": 0.08314356367844888, "mask_rcnn/false_positive": 0.10011737972896223, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0166918318718672, "total_loss": 0.6330064757494256}
{"data_time": 0.019307685550302267, "eta_seconds": 17985.253524966538, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.2013329026096239, "fast_rcnn/fg_cls_accuracy": 0.7944975779406285, "iteration": 251999, "loss_box_reg": 0.17747368663549423, "loss_cls": 0.13260193075984716, "loss_mask": 0.1957639418542385, "loss_rpn_cls": 0.02006557717686519, "loss_rpn_loc": 0.07151395175606012, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9151341816014128, "mask_rcnn/false_negative": 0.08124726623360082, "mask_rcnn/false_positive": 0.10020831191668611, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.000694349873811, "total_loss": 0.6219743684632704}
{"data_time": 0.020794760901480913, "eta_seconds": 17960.72988141328, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2422902223284724, "fast_rcnn/fg_cls_accuracy": 0.7401288494355988, "iteration": 252019, "loss_box_reg": 0.18320590257644653, "loss_cls": 0.1328245010226965, "loss_mask": 0.21992718987166882, "loss_rpn_cls": 0.02254595747217536, "loss_rpn_loc": 0.06254982633981854, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.896901509368744, "mask_rcnn/false_negative": 0.09183097701594342, "mask_rcnn/false_positive": 0.1203416901552971, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9926422680728137, "total_loss": 0.6287115961313248}
{"data_time": 0.015398768708109856, "eta_seconds": 17942.643039487302, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.21558417906988295, "fast_rcnn/fg_cls_accuracy": 0.768886230728336, "iteration": 252039, "loss_box_reg": 0.19103686325252056, "loss_cls": 0.15015900507569313, "loss_mask": 0.21206877939403057, "loss_rpn_cls": 0.021778960013762116, "loss_rpn_loc": 0.04940332635305822, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9139837678492451, "mask_rcnn/false_negative": 0.07774625660011895, "mask_rcnn/false_positive": 0.08605677101036352, "roi_head/num_bg_samples": 451.625, "roi_head/num_fg_samples": 60.375, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0354826557449996, "total_loss": 0.6212104369187728}
{"data_time": 0.014164060819894075, "eta_seconds": 17921.535301320255, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.22928231671651345, "fast_rcnn/fg_cls_accuracy": 0.7488111888111888, "iteration": 252059, "loss_box_reg": 0.19492469914257526, "loss_cls": 0.13758659921586514, "loss_mask": 0.21071297861635685, "loss_rpn_cls": 0.024216698948293924, "loss_rpn_loc": 0.0642853849567473, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9067588759129457, "mask_rcnn/false_negative": 0.08701871429657684, "mask_rcnn/false_positive": 0.10253987779502888, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9912256952375174, "total_loss": 0.6243826777790673}
{"data_time": 0.019249731674790382, "eta_seconds": 17893.09903383255, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21718260188087773, "fast_rcnn/fg_cls_accuracy": 0.765936190783113, "iteration": 252079, "loss_box_reg": 0.19929339736700058, "loss_cls": 0.13846991304308176, "loss_mask": 0.207748182117939, "loss_rpn_cls": 0.026792335556820035, "loss_rpn_loc": 0.06759531958959997, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9090425531914894, "mask_rcnn/false_negative": 0.07995999314027105, "mask_rcnn/false_positive": 0.0981434329816744, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9624891798011959, "total_loss": 0.6438194490037858}
{"data_time": 0.016129812691360712, "eta_seconds": 17875.66540860571, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.21224489795918366, "fast_rcnn/fg_cls_accuracy": 0.7365513007443787, "iteration": 252099, "loss_box_reg": 0.18761186301708221, "loss_cls": 0.13465843675658107, "loss_mask": 0.21644985117018223, "loss_rpn_cls": 0.022599868301767856, "loss_rpn_loc": 0.0718779091257602, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9117152340805788, "mask_rcnn/false_negative": 0.07403820499476482, "mask_rcnn/false_positive": 0.09336186558232257, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0091286250390112, "total_loss": 0.6449722929974087}
{"data_time": 0.01626446656882763, "eta_seconds": 17858.82941091433, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22535594716897833, "fast_rcnn/fg_cls_accuracy": 0.7679150877451161, "iteration": 252119, "loss_box_reg": 0.20224685594439507, "loss_cls": 0.14474141970276833, "loss_mask": 0.222393237054348, "loss_rpn_cls": 0.025467998842941597, "loss_rpn_loc": 0.06870329985395074, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8969559951114694, "mask_rcnn/false_negative": 0.09076057518907682, "mask_rcnn/false_positive": 0.10017866992612737, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9871930642984807, "total_loss": 0.6568056768737733}
{"data_time": 0.024962577503174543, "eta_seconds": 17842.739681806415, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.26173910777569315, "fast_rcnn/fg_cls_accuracy": 0.7364222915484968, "iteration": 252139, "loss_box_reg": 0.19621214270591736, "loss_cls": 0.14029191434383392, "loss_mask": 0.21267029643058777, "loss_rpn_cls": 0.022699324414134026, "loss_rpn_loc": 0.0537933740997687, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8990069275993211, "mask_rcnn/false_negative": 0.08969912737617511, "mask_rcnn/false_positive": 0.10948290727902305, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0225911205634475, "total_loss": 0.6411096945230383}
{"data_time": 0.016827757004648447, "eta_seconds": 17822.759010270238, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24388104254491472, "fast_rcnn/fg_cls_accuracy": 0.7394990366088632, "iteration": 252159, "loss_box_reg": 0.2093211580067873, "loss_cls": 0.14476219657808542, "loss_mask": 0.21515808813273907, "loss_rpn_cls": 0.027136236254591495, "loss_rpn_loc": 0.06855162343708798, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101167262202225, "mask_rcnn/false_negative": 0.08395154003882814, "mask_rcnn/false_positive": 0.0967627607103444, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0082821692340076, "total_loss": 0.6558785715606064}
{"data_time": 0.015432899352163076, "eta_seconds": 17801.65881101042, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2364692616923228, "fast_rcnn/fg_cls_accuracy": 0.7348506414200314, "iteration": 252179, "loss_box_reg": 0.21203777939081192, "loss_cls": 0.14040448423475027, "loss_mask": 0.23041814006865025, "loss_rpn_cls": 0.02687314989452716, "loss_rpn_loc": 0.06497157667763531, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9006514084286641, "mask_rcnn/false_negative": 0.10111870772419448, "mask_rcnn/false_positive": 0.10626900086494705, "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": 1.0044832224957645, "total_loss": 0.6580341599183157}
{"data_time": 0.017617125529795885, "eta_seconds": 17781.67939595878, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25658219371211055, "fast_rcnn/fg_cls_accuracy": 0.7311673116731168, "iteration": 252199, "loss_box_reg": 0.20807843655347824, "loss_cls": 0.15049771312624216, "loss_mask": 0.20882092788815498, "loss_rpn_cls": 0.02238446439150721, "loss_rpn_loc": 0.05762404855340719, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9010757193233205, "mask_rcnn/false_negative": 0.09022675546599668, "mask_rcnn/false_positive": 0.10580378672093013, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.0120388804934919, "total_loss": 0.6410990209551528}
{"data_time": 0.015192373655736446, "eta_seconds": 17758.94781465642, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.20757153430654635, "fast_rcnn/fg_cls_accuracy": 0.7745855394497005, "iteration": 252219, "loss_box_reg": 0.17797498870640993, "loss_cls": 0.13503659144043922, "loss_mask": 0.20177932269871235, "loss_rpn_cls": 0.020771564333699644, "loss_rpn_loc": 0.05845057382248342, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005954031742118, "mask_rcnn/false_negative": 0.08545716075302126, "mask_rcnn/false_positive": 0.09852117718921954, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9762308807112277, "total_loss": 0.6191969689680263}
{"data_time": 0.019628848880529404, "eta_seconds": 17740.96566706896, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.25839866555462887, "fast_rcnn/fg_cls_accuracy": 0.7233884297520661, "iteration": 252239, "loss_box_reg": 0.20709505304694176, "loss_cls": 0.13977963104844093, "loss_mask": 0.2241198681294918, "loss_rpn_cls": 0.02336681156884879, "loss_rpn_loc": 0.06221767736133188, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8957882928902439, "mask_rcnn/false_negative": 0.10716589201255118, "mask_rcnn/false_positive": 0.09653895347970015, "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": 1.0524160056374967, "total_loss": 0.6781023049261421}
{"data_time": 0.015075514558702707, "eta_seconds": 17720.987102128565, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.20365853658536587, "fast_rcnn/fg_cls_accuracy": 0.7718793828892005, "iteration": 252259, "loss_box_reg": 0.19297289475798607, "loss_cls": 0.13776644924655557, "loss_mask": 0.21221993304789066, "loss_rpn_cls": 0.022528579807840288, "loss_rpn_loc": 0.0633191887754947, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035680156975749, "mask_rcnn/false_negative": 0.08516148570653366, "mask_rcnn/false_positive": 0.0977015750819962, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.977542039938271, "total_loss": 0.6427317851339467}
{"data_time": 0.012947086244821548, "eta_seconds": 17701.64297990501, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.25600319938794314, "fast_rcnn/fg_cls_accuracy": 0.7170434890042007, "iteration": 252279, "loss_box_reg": 0.1893510054796934, "loss_cls": 0.13617534702643752, "loss_mask": 0.21425607986748219, "loss_rpn_cls": 0.024478475213982165, "loss_rpn_loc": 0.07184960739687085, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9029298209548939, "mask_rcnn/false_negative": 0.08703354103677134, "mask_rcnn/false_positive": 0.10059261838678793, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0042426739819348, "total_loss": 0.6411567176110111}
{"data_time": 0.014092668890953064, "eta_seconds": 17681.663698889315, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.22325478830645162, "fast_rcnn/fg_cls_accuracy": 0.7643574274713467, "iteration": 252299, "loss_box_reg": 0.20303787663578987, "loss_cls": 0.14095295267179608, "loss_mask": 0.2122486364096403, "loss_rpn_cls": 0.02498213911894709, "loss_rpn_loc": 0.07512378599494696, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9090430512496198, "mask_rcnn/false_negative": 0.08127391647603932, "mask_rcnn/false_positive": 0.09342946827002657, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.980273547116667, "total_loss": 0.6850661334829056}
{"data_time": 0.014331052079796791, "eta_seconds": 17660.960013978183, "fast_rcnn/cls_accuracy": 0.960693359375, "fast_rcnn/false_negative": 0.18347315233421174, "fast_rcnn/fg_cls_accuracy": 0.7916336579834413, "iteration": 252319, "loss_box_reg": 0.19282004656270146, "loss_cls": 0.14152332115918398, "loss_mask": 0.21481163427233696, "loss_rpn_cls": 0.021452950197272003, "loss_rpn_loc": 0.057569451280869544, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9195991276897526, "mask_rcnn/false_negative": 0.07282235267815397, "mask_rcnn/false_positive": 0.09249949330647941, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9785912642255425, "total_loss": 0.6345883303729352}
{"data_time": 0.020308874547481537, "eta_seconds": 17638.473805105314, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.22846571471069463, "fast_rcnn/fg_cls_accuracy": 0.748756165711516, "iteration": 252339, "loss_box_reg": 0.21156100742518902, "loss_cls": 0.1591154234483838, "loss_mask": 0.21824412234127522, "loss_rpn_cls": 0.023078484693542123, "loss_rpn_loc": 0.07132717213244177, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8990598565885106, "mask_rcnn/false_negative": 0.09199186823155797, "mask_rcnn/false_positive": 0.10880021801293444, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9765830715186894, "total_loss": 0.6771505862125196}
{"data_time": 0.024610694032162428, "eta_seconds": 17621.003090869635, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.20427881297446515, "fast_rcnn/fg_cls_accuracy": 0.7653508771929824, "iteration": 252359, "loss_box_reg": 0.19325383007526398, "loss_cls": 0.13528252206742764, "loss_mask": 0.21355304308235645, "loss_rpn_cls": 0.021282093599438667, "loss_rpn_loc": 0.06257826928049326, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9124263810411304, "mask_rcnn/false_negative": 0.08850818706546115, "mask_rcnn/false_positive": 0.09424970891210507, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0042145308107138, "total_loss": 0.6146448669023812}
{"data_time": 0.013709609396755695, "eta_seconds": 17599.999847235158, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.284375, "fast_rcnn/fg_cls_accuracy": 0.6957889815880323, "iteration": 252379, "loss_box_reg": 0.20774966664612293, "loss_cls": 0.15529466001316905, "loss_mask": 0.21379441767930984, "loss_rpn_cls": 0.024785363286355278, "loss_rpn_loc": 0.07393707148730755, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901535213520841, "mask_rcnn/false_negative": 0.09325537126573061, "mask_rcnn/false_positive": 0.11405033753199664, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 0.9813524689525366, "total_loss": 0.7147962395101786}
{"data_time": 0.014080328866839409, "eta_seconds": 17580.022548884153, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.2359801488833747, "fast_rcnn/fg_cls_accuracy": 0.7310344827586207, "iteration": 252399, "loss_box_reg": 0.17911494709551334, "loss_cls": 0.13454147893935442, "loss_mask": 0.21549419686198235, "loss_rpn_cls": 0.023377435747534037, "loss_rpn_loc": 0.06783791002817452, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9002471949145512, "mask_rcnn/false_negative": 0.08984894357795042, "mask_rcnn/false_positive": 0.11564948962311478, "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": 0.9933091858401895, "total_loss": 0.6348156817257404}
{"data_time": 0.02060385001823306, "eta_seconds": 17537.301469109952, "fast_rcnn/cls_accuracy": 0.964111328125, "fast_rcnn/false_negative": 0.20073794502027942, "fast_rcnn/fg_cls_accuracy": 0.7929991034070532, "iteration": 252419, "loss_box_reg": 0.1692249896004796, "loss_cls": 0.12639174237847328, "loss_mask": 0.20764530636370182, "loss_rpn_cls": 0.017665369785390794, "loss_rpn_loc": 0.05378728825598955, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9279465556160473, "mask_rcnn/false_negative": 0.06902327111477113, "mask_rcnn/false_positive": 0.08035596828868119, "roi_head/num_bg_samples": 452.875, "roi_head/num_fg_samples": 59.125, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.9656256535090506, "total_loss": 0.5644633364863694}
{"data_time": 0.024673732463270426, "eta_seconds": 17531.08734410256, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.19092674026946108, "fast_rcnn/fg_cls_accuracy": 0.7915602361710146, "iteration": 252439, "loss_box_reg": 0.18684663623571396, "loss_cls": 0.13037704210728407, "loss_mask": 0.1998846111819148, "loss_rpn_cls": 0.02234164107358083, "loss_rpn_loc": 0.055624729255214334, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9070422374744103, "mask_rcnn/false_negative": 0.08735680828672004, "mask_rcnn/false_positive": 0.09534486022033017, "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": 1.0532602951861918, "total_loss": 0.6357325917342678}
{"data_time": 0.014886468183249235, "eta_seconds": 17490.862240828574, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26135018877848115, "fast_rcnn/fg_cls_accuracy": 0.7268656716417911, "iteration": 252459, "loss_box_reg": 0.1849358081817627, "loss_cls": 0.1277353372424841, "loss_mask": 0.20917361415922642, "loss_rpn_cls": 0.02005515294149518, "loss_rpn_loc": 0.05832778173498809, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101261044788352, "mask_rcnn/false_negative": 0.07861580418660052, "mask_rcnn/false_positive": 0.09940650912907413, "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": 0.9842619732953608, "total_loss": 0.6267718203016557}
{"data_time": 0.015393618028610945, "eta_seconds": 17473.41935388744, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2068605012573818, "fast_rcnn/fg_cls_accuracy": 0.7540079861731928, "iteration": 252479, "loss_box_reg": 0.18527975119650364, "loss_cls": 0.1305367040913552, "loss_mask": 0.20761008001863956, "loss_rpn_cls": 0.022689827179419808, "loss_rpn_loc": 0.056112720631062984, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9180183834915949, "mask_rcnn/false_negative": 0.07470302579167722, "mask_rcnn/false_positive": 0.08508369327059725, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.875, "rpn/num_pos_anchors": 24.125, "time": 1.0555602591484785, "total_loss": 0.6054438079008833}
{"data_time": 0.01756073348224163, "eta_seconds": 17460.828182520345, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23726544521154186, "fast_rcnn/fg_cls_accuracy": 0.7518634706134706, "iteration": 252499, "loss_box_reg": 0.2062666416168213, "loss_cls": 0.15005569346249104, "loss_mask": 0.22231932170689106, "loss_rpn_cls": 0.025482906377874315, "loss_rpn_loc": 0.07383331307210028, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9162621493356549, "mask_rcnn/false_negative": 0.07269922720448088, "mask_rcnn/false_positive": 0.09569422242075612, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0061675971373916, "total_loss": 0.6648488556966186}
{"data_time": 0.01545495679602027, "eta_seconds": 17428.05810397491, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.21682159863761102, "fast_rcnn/fg_cls_accuracy": 0.7712303804058964, "iteration": 252519, "loss_box_reg": 0.1918411199003458, "loss_cls": 0.1382352877408266, "loss_mask": 0.2270674705505371, "loss_rpn_cls": 0.025141203543171287, "loss_rpn_loc": 0.07062195613980293, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041158132656636, "mask_rcnn/false_negative": 0.07787102663398876, "mask_rcnn/false_positive": 0.11123162650574131, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0038084867410362, "total_loss": 0.6723377550952137}
{"data_time": 0.017864048946648836, "eta_seconds": 17404.708706326783, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22399240544401836, "fast_rcnn/fg_cls_accuracy": 0.7407925407925408, "iteration": 252539, "loss_box_reg": 0.21839884296059608, "loss_cls": 0.17433571629226208, "loss_mask": 0.23194115050137043, "loss_rpn_cls": 0.027630308060906827, "loss_rpn_loc": 0.07710509328171611, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092563687774488, "mask_rcnn/false_negative": 0.08224715132600102, "mask_rcnn/false_positive": 0.09770254477189594, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9814612357877195, "total_loss": 0.743941031571012}
{"data_time": 0.01810700772330165, "eta_seconds": 17373.362986445427, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2536381429706246, "fast_rcnn/fg_cls_accuracy": 0.717411809092624, "iteration": 252559, "loss_box_reg": 0.19952103774994612, "loss_cls": 0.1504121832549572, "loss_mask": 0.21332473307847977, "loss_rpn_cls": 0.027846980141475797, "loss_rpn_loc": 0.0664381313836202, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.902170875978507, "mask_rcnn/false_negative": 0.08523310194204503, "mask_rcnn/false_positive": 0.10986599288464596, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9719848898239434, "total_loss": 0.665676248492673}
{"data_time": 0.01577820535749197, "eta_seconds": 17365.3390388377, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24690415088190965, "fast_rcnn/fg_cls_accuracy": 0.7219019396551725, "iteration": 252579, "loss_box_reg": 0.20011123083531857, "loss_cls": 0.14686843426898122, "loss_mask": 0.2145958337932825, "loss_rpn_cls": 0.022048046928830445, "loss_rpn_loc": 0.07259467570111156, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.908934012047707, "mask_rcnn/false_negative": 0.08428973785173713, "mask_rcnn/false_positive": 0.09588162596520139, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0668050246313214, "total_loss": 0.6523921858752146}
{"data_time": 0.015150221530348063, "eta_seconds": 17344.898710772395, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.21980047711993062, "fast_rcnn/fg_cls_accuracy": 0.7558892225558892, "iteration": 252599, "loss_box_reg": 0.19947832636535168, "loss_cls": 0.14098825491964817, "loss_mask": 0.2165204882621765, "loss_rpn_cls": 0.02408775722142309, "loss_rpn_loc": 0.066420694347471, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9088623517453968, "mask_rcnn/false_negative": 0.08183637377656663, "mask_rcnn/false_positive": 0.0965892020733781, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9904179419390857, "total_loss": 0.6354128135717474}
{"data_time": 0.015591750387102365, "eta_seconds": 17324.9620455876, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2216544353051273, "fast_rcnn/fg_cls_accuracy": 0.7409033759312429, "iteration": 252619, "loss_box_reg": 0.184580878354609, "loss_cls": 0.14099809480831027, "loss_mask": 0.21957994997501373, "loss_rpn_cls": 0.0248336746590212, "loss_rpn_loc": 0.06660894525703043, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9079144105946142, "mask_rcnn/false_negative": 0.0779001193359493, "mask_rcnn/false_positive": 0.10446308929318626, "roi_head/num_bg_samples": 439.125, "roi_head/num_fg_samples": 72.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9909649244509637, "total_loss": 0.653387209342327}
{"data_time": 0.01741965487599373, "eta_seconds": 17313.844747915864, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2249661246612466, "fast_rcnn/fg_cls_accuracy": 0.7557584052058048, "iteration": 252639, "loss_box_reg": 0.2098618447780609, "loss_cls": 0.140374350361526, "loss_mask": 0.22036868706345558, "loss_rpn_cls": 0.02232831937726587, "loss_rpn_loc": 0.06618660606909543, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.906405983006326, "mask_rcnn/false_negative": 0.0790769308277296, "mask_rcnn/false_positive": 0.09930114598963743, "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": 1.0203726701438427, "total_loss": 0.6552008361322805}
{"data_time": 0.01392636401578784, "eta_seconds": 17285.59006506577, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.19790373102515152, "fast_rcnn/fg_cls_accuracy": 0.7902712147425138, "iteration": 252659, "loss_box_reg": 0.19340884778648615, "loss_cls": 0.13795800600200891, "loss_mask": 0.21815195120871067, "loss_rpn_cls": 0.020324723795056343, "loss_rpn_loc": 0.06178318022284657, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9148650287135764, "mask_rcnn/false_negative": 0.09039477452089709, "mask_rcnn/false_positive": 0.08640026053686818, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.979045744985342, "total_loss": 0.6434834416722879}
{"data_time": 0.012734428979456425, "eta_seconds": 17265.15205003321, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.21368210086985268, "fast_rcnn/fg_cls_accuracy": 0.7668949771689497, "iteration": 252679, "loss_box_reg": 0.19449730031192303, "loss_cls": 0.1467533684335649, "loss_mask": 0.22315577045083046, "loss_rpn_cls": 0.020884049823507667, "loss_rpn_loc": 0.06181459955405444, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054002807280086, "mask_rcnn/false_negative": 0.08216370284884911, "mask_rcnn/false_positive": 0.10338511157493588, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9886058447882533, "total_loss": 0.6416481134947389}
{"data_time": 0.021075349301099777, "eta_seconds": 17243.04772466421, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.19112290148875516, "fast_rcnn/fg_cls_accuracy": 0.7913037166085947, "iteration": 252699, "loss_box_reg": 0.1922534704208374, "loss_cls": 0.12448729481548071, "loss_mask": 0.21810238808393478, "loss_rpn_cls": 0.021024715155363083, "loss_rpn_loc": 0.06443899753503501, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9207548932623082, "mask_rcnn/false_negative": 0.08185466548356977, "mask_rcnn/false_positive": 0.08231444103509651, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9722731937654316, "total_loss": 0.618806325015612}
{"data_time": 0.017657435033470392, "eta_seconds": 17223.113565444946, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2461467090812694, "fast_rcnn/fg_cls_accuracy": 0.7461372415360146, "iteration": 252719, "loss_box_reg": 0.1873210445046425, "loss_cls": 0.13856099266558886, "loss_mask": 0.21268008090555668, "loss_rpn_cls": 0.024308779538841918, "loss_rpn_loc": 0.06953964661806822, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.908190724500723, "mask_rcnn/false_negative": 0.08793881554365068, "mask_rcnn/false_positive": 0.09734082000375097, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 0.9981380980461836, "total_loss": 0.6447081326041371}
{"data_time": 0.01629825634881854, "eta_seconds": 17204.859847798944, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.20748942405407322, "fast_rcnn/fg_cls_accuracy": 0.7745807966422176, "iteration": 252739, "loss_box_reg": 0.20579972118139267, "loss_cls": 0.14775847550481558, "loss_mask": 0.2196898777037859, "loss_rpn_cls": 0.024417009146418422, "loss_rpn_loc": 0.06638183887116611, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024353137311278, "mask_rcnn/false_negative": 0.08298896743356052, "mask_rcnn/false_positive": 0.0998061471370975, "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": 1.0173664572648704, "total_loss": 0.6707855336135253}
{"data_time": 0.013708253856748343, "eta_seconds": 17183.245247006416, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.24923882596516866, "fast_rcnn/fg_cls_accuracy": 0.7387878787878788, "iteration": 252759, "loss_box_reg": 0.19043735414743423, "loss_cls": 0.14482458215206861, "loss_mask": 0.22871382720768452, "loss_rpn_cls": 0.022347704973071814, "loss_rpn_loc": 0.0638619513483718, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8979198328267477, "mask_rcnn/false_negative": 0.09736686985468829, "mask_rcnn/false_positive": 0.10716742751753972, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9916323367506266, "total_loss": 0.6335312424926087}
{"data_time": 0.0186027055606246, "eta_seconds": 17171.75871077925, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.19254915406533382, "fast_rcnn/fg_cls_accuracy": 0.7939728931627168, "iteration": 252779, "loss_box_reg": 0.19229183718562126, "loss_cls": 0.14235962321981788, "loss_mask": 0.2131347768008709, "loss_rpn_cls": 0.02043383859563619, "loss_rpn_loc": 0.07024928950704634, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9117723622568783, "mask_rcnn/false_negative": 0.07529565782575781, "mask_rcnn/false_positive": 0.09934015233161764, "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": 1.009123284369707, "total_loss": 0.6350041020195931}
{"data_time": 0.018880908377468586, "eta_seconds": 17148.8901251927, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.23721156079126818, "fast_rcnn/fg_cls_accuracy": 0.7412825001620955, "iteration": 252799, "loss_box_reg": 0.18410851433873177, "loss_cls": 0.13537157606333494, "loss_mask": 0.22034614719450474, "loss_rpn_cls": 0.021360286089475267, "loss_rpn_loc": 0.06084944913163781, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008377066461131, "mask_rcnn/false_negative": 0.0889482105879985, "mask_rcnn/false_positive": 0.11947606782508478, "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": 0.9792384221218526, "total_loss": 0.6332729590940289}
{"data_time": 0.016443953849375248, "eta_seconds": 17140.330361938104, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.17943548387096775, "fast_rcnn/fg_cls_accuracy": 0.7944137037909111, "iteration": 252819, "loss_box_reg": 0.17855991795659065, "loss_cls": 0.12875241693109274, "loss_mask": 0.20409237127751112, "loss_rpn_cls": 0.023510747647378594, "loss_rpn_loc": 0.06450705375755206, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9212365436929499, "mask_rcnn/false_negative": 0.0737953169840534, "mask_rcnn/false_positive": 0.0931196373382838, "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": 1.0036217868328094, "total_loss": 0.604539732215926}
{"data_time": 0.017908975016325712, "eta_seconds": 17120.376543123275, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2154205712487921, "fast_rcnn/fg_cls_accuracy": 0.7509256320744737, "iteration": 252839, "loss_box_reg": 0.19802464172244072, "loss_cls": 0.1476163137704134, "loss_mask": 0.21059802826493979, "loss_rpn_cls": 0.022880367265315726, "loss_rpn_loc": 0.0752686348860152, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9123059010516177, "mask_rcnn/false_negative": 0.078255860126538, "mask_rcnn/false_positive": 0.09609265317435113, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0097381602972746, "total_loss": 0.653288098576013}
{"data_time": 0.02416701288893819, "eta_seconds": 17100.422724308446, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.23251501236312255, "fast_rcnn/fg_cls_accuracy": 0.7454920859194967, "iteration": 252859, "loss_box_reg": 0.19863216765224934, "loss_cls": 0.13993016444146633, "loss_mask": 0.20769862458109856, "loss_rpn_cls": 0.02391002292279154, "loss_rpn_loc": 0.04811700317077339, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046316803191035, "mask_rcnn/false_negative": 0.08834718186030575, "mask_rcnn/false_positive": 0.10401413873847812, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0122489868663251, "total_loss": 0.6442138135316782}
{"data_time": 0.016261903103441, "eta_seconds": 17069.127845540643, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.22120754716981134, "fast_rcnn/fg_cls_accuracy": 0.7660054200542006, "iteration": 252879, "loss_box_reg": 0.2002666350454092, "loss_cls": 0.1339528514072299, "loss_mask": 0.21376684308052063, "loss_rpn_cls": 0.019656716787721962, "loss_rpn_loc": 0.06222114711999893, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9010248044664111, "mask_rcnn/false_negative": 0.08841792499571294, "mask_rcnn/false_positive": 0.11044722908974583, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9753943444229662, "total_loss": 0.6433384604752064}
{"data_time": 0.017340822145342827, "eta_seconds": 17058.467299304903, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2050248654141142, "fast_rcnn/fg_cls_accuracy": 0.7734316225537611, "iteration": 252899, "loss_box_reg": 0.19648917578160763, "loss_cls": 0.14937668200582266, "loss_mask": 0.21660929173231125, "loss_rpn_cls": 0.02560989942867309, "loss_rpn_loc": 0.07007140200585127, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9169005384324178, "mask_rcnn/false_negative": 0.07498324400636892, "mask_rcnn/false_positive": 0.0889625496500997, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9971623634919524, "total_loss": 0.6685220319777727}
{"data_time": 0.014059314504265785, "eta_seconds": 17038.515875563025, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.21827152634091995, "fast_rcnn/fg_cls_accuracy": 0.7656493598526007, "iteration": 252919, "loss_box_reg": 0.19557800237089396, "loss_cls": 0.13599769584834576, "loss_mask": 0.21218988858163357, "loss_rpn_cls": 0.023962480656336993, "loss_rpn_loc": 0.06484395451843739, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9004462777127409, "mask_rcnn/false_negative": 0.0949728189580083, "mask_rcnn/false_positive": 0.10413026478450661, "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": 1.002197944559157, "total_loss": 0.6256589384865947}
{"data_time": 0.01894356030970812, "eta_seconds": 17009.3061358016, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2097927746194755, "fast_rcnn/fg_cls_accuracy": 0.775981460787367, "iteration": 252939, "loss_box_reg": 0.18260846845805645, "loss_cls": 0.134289238601923, "loss_mask": 0.21142943389713764, "loss_rpn_cls": 0.022916925023309886, "loss_rpn_loc": 0.059009959222748876, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068168449881662, "mask_rcnn/false_negative": 0.08226920339143631, "mask_rcnn/false_positive": 0.10287474327942517, "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": 1.0015418427065015, "total_loss": 0.6162926543038338}
{"data_time": 0.01767308684065938, "eta_seconds": 16992.262975126505, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21531361082444672, "fast_rcnn/fg_cls_accuracy": 0.7817624125673661, "iteration": 252959, "loss_box_reg": 0.20022816117852926, "loss_cls": 0.13644882570952177, "loss_mask": 0.21430325508117676, "loss_rpn_cls": 0.02009223378263414, "loss_rpn_loc": 0.07529349043034017, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8985436371185902, "mask_rcnn/false_negative": 0.09857509730856648, "mask_rcnn/false_positive": 0.11021141885390451, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.011137951631099, "total_loss": 0.6808191708987579}
{"data_time": 0.01570224668830633, "eta_seconds": 16978.661604337394, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.23331810583801404, "fast_rcnn/fg_cls_accuracy": 0.7582834622682819, "iteration": 252979, "loss_box_reg": 0.17824097909033298, "loss_cls": 0.13427108153700829, "loss_mask": 0.20832528918981552, "loss_rpn_cls": 0.02341449010418728, "loss_rpn_loc": 0.06207147683016956, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9138023202911738, "mask_rcnn/false_negative": 0.08830828764841142, "mask_rcnn/false_positive": 0.09997146958033148, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 1.01413648808375, "total_loss": 0.6023604181245901}
{"data_time": 0.021810621954500675, "eta_seconds": 16960.745992604643, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21794358264753722, "fast_rcnn/fg_cls_accuracy": 0.7692632850241545, "iteration": 252999, "loss_box_reg": 0.2012173654511571, "loss_cls": 0.14326570183038712, "loss_mask": 0.22568990103900433, "loss_rpn_cls": 0.026023946469649673, "loss_rpn_loc": 0.0771605676272884, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9021158134306354, "mask_rcnn/false_negative": 0.08311292362118144, "mask_rcnn/false_positive": 0.1103204681038873, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 214.125, "rpn/num_pos_anchors": 41.875, "time": 1.0115077998489141, "total_loss": 0.686331061006058}
{"data_time": 0.015940747689455748, "eta_seconds": 16942.396481707692, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.24374564523818254, "fast_rcnn/fg_cls_accuracy": 0.7384873220552861, "iteration": 253019, "loss_box_reg": 0.2196480669081211, "loss_cls": 0.15241136588156223, "loss_mask": 0.22160582430660725, "loss_rpn_cls": 0.02832393260905519, "loss_rpn_loc": 0.07077012164518237, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9031257840627298, "mask_rcnn/false_negative": 0.09125842583668259, "mask_rcnn/false_positive": 0.10392323474497772, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9984376491047442, "total_loss": 0.720949416863732}
{"data_time": 0.013882195111364126, "eta_seconds": 16914.908232986927, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2711887198401721, "fast_rcnn/fg_cls_accuracy": 0.7195520209005686, "iteration": 253039, "loss_box_reg": 0.20757037214934826, "loss_cls": 0.156384801492095, "loss_mask": 0.22467604652047157, "loss_rpn_cls": 0.024225431261584163, "loss_rpn_loc": 0.06142413220368326, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8999853139317663, "mask_rcnn/false_negative": 0.08412332458472582, "mask_rcnn/false_positive": 0.10450818690319263, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9827196761034429, "total_loss": 0.681771436939016}
{"data_time": 0.017232867423444986, "eta_seconds": 16902.485064789653, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2929557724252492, "fast_rcnn/fg_cls_accuracy": 0.7037219684385382, "iteration": 253059, "loss_box_reg": 0.19507429655641317, "loss_cls": 0.14776932168751955, "loss_mask": 0.21197227202355862, "loss_rpn_cls": 0.02199182054027915, "loss_rpn_loc": 0.07332961249630898, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901351746521718, "mask_rcnn/false_negative": 0.09471452937746463, "mask_rcnn/false_positive": 0.1059091863283775, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0078177750110626, "total_loss": 0.6744495976017788}
{"data_time": 0.017400775104761124, "eta_seconds": 16901.585471201688, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24741820642579732, "fast_rcnn/fg_cls_accuracy": 0.7234873084522806, "iteration": 253079, "loss_box_reg": 0.21217848919332027, "loss_cls": 0.15779314003884792, "loss_mask": 0.22417082637548447, "loss_rpn_cls": 0.030462926370091736, "loss_rpn_loc": 0.06516524497419596, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060031375671126, "mask_rcnn/false_negative": 0.09370623566069308, "mask_rcnn/false_positive": 0.10142427758669668, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0115239331498742, "total_loss": 0.6960039787227288}
{"data_time": 0.013859949074685574, "eta_seconds": 16880.263427691534, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.20345376522702102, "fast_rcnn/fg_cls_accuracy": 0.7481818181818182, "iteration": 253099, "loss_box_reg": 0.2034620177000761, "loss_cls": 0.14194100350141525, "loss_mask": 0.2096824999898672, "loss_rpn_cls": 0.019243524526245892, "loss_rpn_loc": 0.06788633659016341, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9086274563460922, "mask_rcnn/false_negative": 0.08350164686931996, "mask_rcnn/false_positive": 0.09893744266668705, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9984504524618387, "total_loss": 0.6301275305449963}
{"data_time": 0.01730790315195918, "eta_seconds": 16862.379598245025, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.19809250972685877, "fast_rcnn/fg_cls_accuracy": 0.7676739926739926, "iteration": 253119, "loss_box_reg": 0.19223936274647713, "loss_cls": 0.13383546192198992, "loss_mask": 0.21349423378705978, "loss_rpn_cls": 0.022965710144490004, "loss_rpn_loc": 0.05895816907286644, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9039997593992499, "mask_rcnn/false_negative": 0.07999850732469127, "mask_rcnn/false_positive": 0.09753372735573776, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.003750016912818, "total_loss": 0.615771543176379}
{"data_time": 0.01763656036928296, "eta_seconds": 16830.691349906847, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2148801523297491, "fast_rcnn/fg_cls_accuracy": 0.7801247288503255, "iteration": 253139, "loss_box_reg": 0.18624798115342855, "loss_cls": 0.13687425013631582, "loss_mask": 0.22281450778245926, "loss_rpn_cls": 0.02267006947658956, "loss_rpn_loc": 0.06255343067459762, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9117342077837233, "mask_rcnn/false_negative": 0.08449405016865967, "mask_rcnn/false_positive": 0.08697030101091252, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9802208575420082, "total_loss": 0.6101593940984458}
{"data_time": 0.019135824870318174, "eta_seconds": 16821.672537531704, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.24894727881505022, "fast_rcnn/fg_cls_accuracy": 0.7104306710721203, "iteration": 253159, "loss_box_reg": 0.18604596331715584, "loss_cls": 0.13546937610954046, "loss_mask": 0.21908929012715816, "loss_rpn_cls": 0.021675316209439188, "loss_rpn_loc": 0.06301390763837844, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8998945041258026, "mask_rcnn/false_negative": 0.08020524780198904, "mask_rcnn/false_positive": 0.11934314363462178, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.028507823124528, "total_loss": 0.6400649245188106}
{"data_time": 0.02082341955974698, "eta_seconds": 16790.76088407077, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2536022167487685, "fast_rcnn/fg_cls_accuracy": 0.7361413391371143, "iteration": 253179, "loss_box_reg": 0.19943048618733883, "loss_cls": 0.14216688461601734, "loss_mask": 0.2108590193092823, "loss_rpn_cls": 0.02475286868866533, "loss_rpn_loc": 0.0598731356440112, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054357007703744, "mask_rcnn/false_negative": 0.0944668533051714, "mask_rcnn/false_positive": 0.10426214767638327, "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": 0.9847382609732449, "total_loss": 0.6469888925785199}
{"data_time": 0.015399867203086615, "eta_seconds": 16779.500636458397, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24853840618816336, "fast_rcnn/fg_cls_accuracy": 0.7460277181339059, "iteration": 253199, "loss_box_reg": 0.1927447561174631, "loss_cls": 0.13896065019071102, "loss_mask": 0.21564001310616732, "loss_rpn_cls": 0.025386823224835098, "loss_rpn_loc": 0.07133597950451076, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9099020593189395, "mask_rcnn/false_negative": 0.083207699395863, "mask_rcnn/false_positive": 0.10134802783792436, "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": 1.023241872433573, "total_loss": 0.6271307796123438}
{"data_time": 0.017103644087910652, "eta_seconds": 16792.638581264764, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2540849673202614, "fast_rcnn/fg_cls_accuracy": 0.728868254497002, "iteration": 253219, "loss_box_reg": 0.21024847403168678, "loss_cls": 0.15642744302749634, "loss_mask": 0.21387328580021858, "loss_rpn_cls": 0.02305739457369782, "loss_rpn_loc": 0.06903693021740764, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026336084945564, "mask_rcnn/false_negative": 0.09271763067418934, "mask_rcnn/false_positive": 0.09901054702084447, "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": 1.014196703210473, "total_loss": 0.6806578654213808}
{"data_time": 0.015887788962572813, "eta_seconds": 16765.01178154722, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.1907912875654811, "fast_rcnn/fg_cls_accuracy": 0.7970315228379745, "iteration": 253239, "loss_box_reg": 0.1905234344303608, "loss_cls": 0.13616423681378365, "loss_mask": 0.224966399371624, "loss_rpn_cls": 0.021607772185234353, "loss_rpn_loc": 0.0738895998802036, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9098825912331949, "mask_rcnn/false_negative": 0.08891185710935459, "mask_rcnn/false_positive": 0.09550393154982942, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0068093272857368, "total_loss": 0.6482767221750692}
{"data_time": 0.014647361356765032, "eta_seconds": 16750.036920513958, "fast_rcnn/cls_accuracy": 0.932861328125, "fast_rcnn/false_negative": 0.26633361678004536, "fast_rcnn/fg_cls_accuracy": 0.7168158090976883, "iteration": 253259, "loss_box_reg": 0.20314100850373507, "loss_cls": 0.1417849799618125, "loss_mask": 0.21274968795478344, "loss_rpn_cls": 0.023476221249438822, "loss_rpn_loc": 0.06558224867330864, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8956956378515397, "mask_rcnn/false_negative": 0.09238112662625797, "mask_rcnn/false_positive": 0.11284851665184929, "roi_head/num_bg_samples": 431.125, "roi_head/num_fg_samples": 80.875, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.0048626796342432, "total_loss": 0.6695479459594935}
{"data_time": 0.014095303602516651, "eta_seconds": 16727.480643354356, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.22574289405684755, "fast_rcnn/fg_cls_accuracy": 0.7546688382193268, "iteration": 253279, "loss_box_reg": 0.19376835692673922, "loss_cls": 0.14581211935728788, "loss_mask": 0.20555848348885775, "loss_rpn_cls": 0.02617321425350383, "loss_rpn_loc": 0.05307422508485615, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8969037457031475, "mask_rcnn/false_negative": 0.09446890307012767, "mask_rcnn/false_positive": 0.107718254941915, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9964169352315366, "total_loss": 0.6263522744411603}
{"data_time": 0.018529281485825777, "eta_seconds": 16710.012937430292, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2340714840714841, "fast_rcnn/fg_cls_accuracy": 0.7640013495276654, "iteration": 253299, "loss_box_reg": 0.1776915928348899, "loss_cls": 0.12875925470143557, "loss_mask": 0.20753391087055206, "loss_rpn_cls": 0.022494910546811298, "loss_rpn_loc": 0.053688582382164896, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026214607629638, "mask_rcnn/false_negative": 0.09984956095506281, "mask_rcnn/false_positive": 0.09781816900364733, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9873113087378442, "total_loss": 0.5795281502651051}
{"data_time": 0.015307912603020668, "eta_seconds": 16683.63215105608, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22942004864934068, "fast_rcnn/fg_cls_accuracy": 0.7554876060013047, "iteration": 253319, "loss_box_reg": 0.2004417385905981, "loss_cls": 0.15848232805728912, "loss_mask": 0.21634686551988125, "loss_rpn_cls": 0.027612742444034666, "loss_rpn_loc": 0.06524514104239643, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9153333920678972, "mask_rcnn/false_negative": 0.08652593515436158, "mask_rcnn/false_positive": 0.0867424052189565, "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": 0.9635113920085132, "total_loss": 0.6979019644204527}
{"data_time": 0.026141369715332985, "eta_seconds": 16675.909478561953, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2483332742295826, "fast_rcnn/fg_cls_accuracy": 0.7324428154217056, "iteration": 253339, "loss_box_reg": 0.1978093981742859, "loss_cls": 0.14099229127168655, "loss_mask": 0.2102475631982088, "loss_rpn_cls": 0.024184174661058933, "loss_rpn_loc": 0.06453028554096818, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.905367803795772, "mask_rcnn/false_negative": 0.08766011130468493, "mask_rcnn/false_positive": 0.09383871710677558, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0248916624113917, "total_loss": 0.6453848240780644}
{"data_time": 0.01774211646988988, "eta_seconds": 16655.890379548073, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.1882877009995654, "fast_rcnn/fg_cls_accuracy": 0.8015808344198174, "iteration": 253359, "loss_box_reg": 0.17546661221422255, "loss_cls": 0.12058390956372023, "loss_mask": 0.2069354262202978, "loss_rpn_cls": 0.021508040721528232, "loss_rpn_loc": 0.056054651155136526, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134541923080932, "mask_rcnn/false_negative": 0.07923592257452824, "mask_rcnn/false_positive": 0.09042728821043905, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0080696167424321, "total_loss": 0.5738687398843467}
{"data_time": 0.014106017537415028, "eta_seconds": 16633.876548036933, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.22422406462585034, "fast_rcnn/fg_cls_accuracy": 0.76631299734748, "iteration": 253379, "loss_box_reg": 0.1956394724547863, "loss_cls": 0.14008381962776184, "loss_mask": 0.21360482648015022, "loss_rpn_cls": 0.02062119939364493, "loss_rpn_loc": 0.05076596507569775, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9099950139086745, "mask_rcnn/false_negative": 0.08235486572065714, "mask_rcnn/false_positive": 0.0876056491034206, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9510004268959165, "total_loss": 0.6131657744408585}
{"data_time": 0.02002605516463518, "eta_seconds": 16607.426954526454, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.7994490358126722, "iteration": 253399, "loss_box_reg": 0.1797432964667678, "loss_cls": 0.1305293245241046, "loss_mask": 0.21139931492507458, "loss_rpn_cls": 0.021405468694865704, "loss_rpn_loc": 0.05080623010871932, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9175764372363032, "mask_rcnn/false_negative": 0.07383732816695122, "mask_rcnn/false_positive": 0.09301897106675158, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9587404653429985, "total_loss": 0.6071888993028551}
{"data_time": 0.01528974762186408, "eta_seconds": 16597.891125902534, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.22131565527791944, "fast_rcnn/fg_cls_accuracy": 0.7505297457220534, "iteration": 253419, "loss_box_reg": 0.17827821802347898, "loss_cls": 0.12333796638995409, "loss_mask": 0.219382893294096, "loss_rpn_cls": 0.025013550359290093, "loss_rpn_loc": 0.06117228069342673, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903950421962525, "mask_rcnn/false_negative": 0.08673329336437861, "mask_rcnn/false_positive": 0.11058495697114404, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9986107549630105, "total_loss": 0.613415857520522}
{"data_time": 0.018996225204318762, "eta_seconds": 16566.06310363859, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.231970559129144, "fast_rcnn/fg_cls_accuracy": 0.7470833333333333, "iteration": 253439, "loss_box_reg": 0.2024199003353715, "loss_cls": 0.14607215765863657, "loss_mask": 0.21971954591572285, "loss_rpn_cls": 0.027470687520690262, "loss_rpn_loc": 0.06936586531810462, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90358166892559, "mask_rcnn/false_negative": 0.08916283519830369, "mask_rcnn/false_positive": 0.09921233946703117, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9611618504859507, "total_loss": 0.6784386264625937}
{"data_time": 0.021324831061065197, "eta_seconds": 16553.80975358188, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.21620418459712124, "fast_rcnn/fg_cls_accuracy": 0.75876957078733, "iteration": 253459, "loss_box_reg": 0.19963995181024075, "loss_cls": 0.1502220518887043, "loss_mask": 0.22856690734624863, "loss_rpn_cls": 0.02440985757857561, "loss_rpn_loc": 0.07071418897248805, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9050304448084127, "mask_rcnn/false_negative": 0.09179822194186368, "mask_rcnn/false_positive": 0.09473351876866082, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0307454029098153, "total_loss": 0.6623185531934723}
{"data_time": 0.015052800998091698, "eta_seconds": 16526.04845846072, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2532537891002902, "fast_rcnn/fg_cls_accuracy": 0.7242384105960264, "iteration": 253479, "loss_box_reg": 0.2138703316450119, "loss_cls": 0.1607371848076582, "loss_mask": 0.2087171208113432, "loss_rpn_cls": 0.02048429916612804, "loss_rpn_loc": 0.060122882947325706, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901142570699271, "mask_rcnn/false_negative": 0.0879211740877329, "mask_rcnn/false_positive": 0.11101251986176554, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 1.0199592295102775, "total_loss": 0.6862821684917435}
{"data_time": 0.015945756807923317, "eta_seconds": 16509.893022011966, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24222222222222223, "fast_rcnn/fg_cls_accuracy": 0.7503703703703704, "iteration": 253499, "loss_box_reg": 0.20174560882151127, "loss_cls": 0.13767355866730213, "loss_mask": 0.21733945421874523, "loss_rpn_cls": 0.02196193690178916, "loss_rpn_loc": 0.05959578510373831, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9076945738331527, "mask_rcnn/false_negative": 0.09352921957317188, "mask_rcnn/false_positive": 0.10231331624804534, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.018099419772625, "total_loss": 0.6298911603516899}
{"data_time": 0.01392066478729248, "eta_seconds": 16483.588600084186, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2534719706301476, "fast_rcnn/fg_cls_accuracy": 0.735685533557874, "iteration": 253519, "loss_box_reg": 0.18960666377097368, "loss_cls": 0.136409483384341, "loss_mask": 0.20573545061051846, "loss_rpn_cls": 0.02441577659919858, "loss_rpn_loc": 0.05896637006662786, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035748305437598, "mask_rcnn/false_negative": 0.08636987103461335, "mask_rcnn/false_positive": 0.09787229525804383, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9711069702170789, "total_loss": 0.6282740237656981}
{"data_time": 0.018281148746609688, "eta_seconds": 16472.397559452802, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.22277628032345015, "fast_rcnn/fg_cls_accuracy": 0.7371669688938485, "iteration": 253539, "loss_box_reg": 0.2221898129209876, "loss_cls": 0.1534779560752213, "loss_mask": 0.23276624083518982, "loss_rpn_cls": 0.03062582144048065, "loss_rpn_loc": 0.08581514563411474, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026203246665401, "mask_rcnn/false_negative": 0.09327881804246327, "mask_rcnn/false_positive": 0.09716139833306892, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 1.0021872161887586, "total_loss": 0.7222320626024157}
{"data_time": 0.022821691818535328, "eta_seconds": 16454.36331057921, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2069364161849711, "fast_rcnn/fg_cls_accuracy": 0.7643417167294573, "iteration": 253559, "loss_box_reg": 0.1870912006124854, "loss_cls": 0.14437320176512003, "loss_mask": 0.21682461351156235, "loss_rpn_cls": 0.020981950219720602, "loss_rpn_loc": 0.060296871699392796, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9203224322515892, "mask_rcnn/false_negative": 0.07552301989544202, "mask_rcnn/false_positive": 0.08662735215973699, "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": 1.002283586654812, "total_loss": 0.669940898718778}
{"data_time": 0.015377731993794441, "eta_seconds": 16426.01184551604, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.21751537763436524, "fast_rcnn/fg_cls_accuracy": 0.7464370145221209, "iteration": 253579, "loss_box_reg": 0.1881199274212122, "loss_cls": 0.14432617090642452, "loss_mask": 0.21273107547312975, "loss_rpn_cls": 0.0276430124649778, "loss_rpn_loc": 0.06052498519420624, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9167012630968803, "mask_rcnn/false_negative": 0.08598318058321541, "mask_rcnn/false_positive": 0.09584070679511762, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 1.0000389395281672, "total_loss": 0.6299178089248016}
{"data_time": 0.017183683812618256, "eta_seconds": 16405.009151808918, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2070339332325869, "fast_rcnn/fg_cls_accuracy": 0.791474043198181, "iteration": 253599, "loss_box_reg": 0.19393803924322128, "loss_cls": 0.14043444022536278, "loss_mask": 0.20757091417908669, "loss_rpn_cls": 0.02768903085961938, "loss_rpn_loc": 0.06255063344724476, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9149132158261646, "mask_rcnn/false_negative": 0.07870941480799265, "mask_rcnn/false_positive": 0.09279034050694443, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.981918674428016, "total_loss": 0.6403990095714107}
{"data_time": 0.018455260433256626, "eta_seconds": 16385.0030430872, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.20862752197614304, "fast_rcnn/fg_cls_accuracy": 0.7562818877551021, "iteration": 253619, "loss_box_reg": 0.19933918118476868, "loss_cls": 0.13959233555942774, "loss_mask": 0.21908102929592133, "loss_rpn_cls": 0.02270150982076302, "loss_rpn_loc": 0.07688951608724892, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055154020855991, "mask_rcnn/false_negative": 0.09823051897255328, "mask_rcnn/false_positive": 0.09354753681708872, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9935953365638852, "total_loss": 0.6474783966550604}
{"data_time": 0.016189358662813902, "eta_seconds": 16354.776507429779, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23810311856428362, "fast_rcnn/fg_cls_accuracy": 0.7409221151341495, "iteration": 253639, "loss_box_reg": 0.2003315556794405, "loss_cls": 0.14623662550002337, "loss_mask": 0.21844029612839222, "loss_rpn_cls": 0.024408596334978938, "loss_rpn_loc": 0.06446214090101421, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9025546437183354, "mask_rcnn/false_negative": 0.10297452157607448, "mask_rcnn/false_positive": 0.08449149147204571, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0060151191428304, "total_loss": 0.6716678914672229}
{"data_time": 0.025420397985726595, "eta_seconds": 16345.982555160299, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.22676686920370964, "fast_rcnn/fg_cls_accuracy": 0.7324436651730633, "iteration": 253659, "loss_box_reg": 0.181448545306921, "loss_cls": 0.14705698657780886, "loss_mask": 0.2098340056836605, "loss_rpn_cls": 0.023127113934606314, "loss_rpn_loc": 0.05447882832959294, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9096305933775668, "mask_rcnn/false_negative": 0.08480342236858904, "mask_rcnn/false_positive": 0.10533804941029631, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0095168598927557, "total_loss": 0.6195659359800629}
{"data_time": 0.018383773043751717, "eta_seconds": 16332.292112410069, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.21772741883638702, "fast_rcnn/fg_cls_accuracy": 0.7534153005464481, "iteration": 253679, "loss_box_reg": 0.20142146944999695, "loss_cls": 0.13856189511716366, "loss_mask": 0.22137053310871124, "loss_rpn_cls": 0.027238603681325912, "loss_rpn_loc": 0.07526821689680219, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8904679044003305, "mask_rcnn/false_negative": 0.09981209236521374, "mask_rcnn/false_positive": 0.10440537443980466, "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": 1.023249642457813, "total_loss": 0.6606837122235447}
{"data_time": 0.014649266377091408, "eta_seconds": 16316.454912675545, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24805699481865284, "fast_rcnn/fg_cls_accuracy": 0.7449658502119643, "iteration": 253699, "loss_box_reg": 0.1958975736051798, "loss_cls": 0.1416529780253768, "loss_mask": 0.2196204662322998, "loss_rpn_cls": 0.021692887181416154, "loss_rpn_loc": 0.055636066070292145, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8973096907474647, "mask_rcnn/false_negative": 0.09119825187270104, "mask_rcnn/false_positive": 0.11694471884078514, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 1.0116381938569248, "total_loss": 0.6440900164307095}
{"data_time": 0.023373326286673546, "eta_seconds": 16294.368189238012, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.20581261386775265, "fast_rcnn/fg_cls_accuracy": 0.7783935899941372, "iteration": 253719, "loss_box_reg": 0.2027705628424883, "loss_cls": 0.13781261816620827, "loss_mask": 0.20662938989698887, "loss_rpn_cls": 0.02423074876423925, "loss_rpn_loc": 0.057428469648584723, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910779291055265, "mask_rcnn/false_negative": 0.08025220223390483, "mask_rcnn/false_positive": 0.105080269583302, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9961818987503648, "total_loss": 0.6290737823001109}
{"data_time": 0.024676392786204815, "eta_seconds": 16274.20604805462, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22556818181818183, "fast_rcnn/fg_cls_accuracy": 0.7698015603799186, "iteration": 253739, "loss_box_reg": 0.18444100953638554, "loss_cls": 0.1318947458639741, "loss_mask": 0.2119170017540455, "loss_rpn_cls": 0.025186689221300185, "loss_rpn_loc": 0.0566122313903179, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.902295357292477, "mask_rcnn/false_negative": 0.0819694588343865, "mask_rcnn/false_positive": 0.11527348575560112, "roi_head/num_bg_samples": 430.625, "roi_head/num_fg_samples": 81.375, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9982691034674644, "total_loss": 0.6034940703539178}
{"data_time": 0.015578693244606256, "eta_seconds": 16263.49293641746, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.264173604648238, "fast_rcnn/fg_cls_accuracy": 0.7199061618922584, "iteration": 253759, "loss_box_reg": 0.17765205167233944, "loss_cls": 0.13795276079326868, "loss_mask": 0.21293770615011454, "loss_rpn_cls": 0.022712665784638375, "loss_rpn_loc": 0.06264348412514664, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9045579892518668, "mask_rcnn/false_negative": 0.07606488474926236, "mask_rcnn/false_positive": 0.10191167660483391, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0264781625010073, "total_loss": 0.6223069245461375}
{"data_time": 0.014465711079537868, "eta_seconds": 16238.982846727595, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2132513235752102, "fast_rcnn/fg_cls_accuracy": 0.759899269238494, "iteration": 253779, "loss_box_reg": 0.19147458486258984, "loss_cls": 0.1458623455837369, "loss_mask": 0.2144675124436617, "loss_rpn_cls": 0.0242878362769261, "loss_rpn_loc": 0.06847820687107742, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8955753423164137, "mask_rcnn/false_negative": 0.08165364091382016, "mask_rcnn/false_positive": 0.11085993181869194, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0178890735842288, "total_loss": 0.6181482786778361}
{"data_time": 0.01764733623713255, "eta_seconds": 16223.435072042048, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.25149354696502135, "fast_rcnn/fg_cls_accuracy": 0.7431809044162769, "iteration": 253799, "loss_box_reg": 0.17183928191661835, "loss_cls": 0.1299307532608509, "loss_mask": 0.21155499666929245, "loss_rpn_cls": 0.020407467207405716, "loss_rpn_loc": 0.05699180357623845, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8978179243577246, "mask_rcnn/false_negative": 0.08052626825025522, "mask_rcnn/false_positive": 0.11658593964791275, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9906434211879969, "total_loss": 0.5944069124525413}
{"data_time": 0.023100840859115124, "eta_seconds": 16207.543323896825, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.18362713675213677, "fast_rcnn/fg_cls_accuracy": 0.7937978210246175, "iteration": 253819, "loss_box_reg": 0.18257303349673748, "loss_cls": 0.13759871944785118, "loss_mask": 0.20670321956276894, "loss_rpn_cls": 0.023847070580814034, "loss_rpn_loc": 0.06944444932742044, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9185274260306532, "mask_rcnn/false_negative": 0.0702239274042209, "mask_rcnn/false_positive": 0.09863345266229101, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.008894104976207, "total_loss": 0.5995152722753119}
{"data_time": 0.020325565710663795, "eta_seconds": 16175.270943790674, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.22616412177631454, "fast_rcnn/fg_cls_accuracy": 0.7675507333735181, "iteration": 253839, "loss_box_reg": 0.1948749516159296, "loss_cls": 0.13685670401901007, "loss_mask": 0.21545634046196938, "loss_rpn_cls": 0.023174160276539624, "loss_rpn_loc": 0.05860081221908331, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9119075673190481, "mask_rcnn/false_negative": 0.07030176739954819, "mask_rcnn/false_positive": 0.1039192488394783, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9787101177498698, "total_loss": 0.6362489067832939}
{"data_time": 0.02316862065345049, "eta_seconds": 16154.2446298711, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25069478771900916, "fast_rcnn/fg_cls_accuracy": 0.7187403993855607, "iteration": 253859, "loss_box_reg": 0.1887247869744897, "loss_cls": 0.14725177641957998, "loss_mask": 0.21717345528304577, "loss_rpn_cls": 0.02716686576604843, "loss_rpn_loc": 0.0740498355589807, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9047107952406606, "mask_rcnn/false_negative": 0.07906786955163267, "mask_rcnn/false_positive": 0.10062950668424346, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9979533199220896, "total_loss": 0.6478912587044761}
{"data_time": 0.01431193808093667, "eta_seconds": 16135.233144424856, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21594827586206897, "fast_rcnn/fg_cls_accuracy": 0.7589326484018265, "iteration": 253879, "loss_box_reg": 0.17043493129312992, "loss_cls": 0.12363238539546728, "loss_mask": 0.2075977921485901, "loss_rpn_cls": 0.025488090759608895, "loss_rpn_loc": 0.05067829426843673, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.905999149659864, "mask_rcnn/false_negative": 0.08595342597521317, "mask_rcnn/false_positive": 0.09708501483727336, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9879779573529959, "total_loss": 0.5843432382680476}
{"data_time": 0.014092504512518644, "eta_seconds": 16112.652439717203, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2380809595202399, "fast_rcnn/fg_cls_accuracy": 0.7457643784969075, "iteration": 253899, "loss_box_reg": 0.1810614811256528, "loss_cls": 0.12903295643627644, "loss_mask": 0.21276028640568256, "loss_rpn_cls": 0.019044518820010126, "loss_rpn_loc": 0.06428164162207395, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910767867907677, "mask_rcnn/false_negative": 0.08145053618630296, "mask_rcnn/false_positive": 0.10108185117458199, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9429318150505424, "total_loss": 0.6155645650869701}
{"data_time": 0.020440755877643824, "eta_seconds": 16095.195345059037, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26384775808133476, "fast_rcnn/fg_cls_accuracy": 0.7144541778975741, "iteration": 253919, "loss_box_reg": 0.21643485501408577, "loss_cls": 0.15366007294505835, "loss_mask": 0.21582050435245037, "loss_rpn_cls": 0.02387005020864308, "loss_rpn_loc": 0.07124240812845528, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.902756968036972, "mask_rcnn/false_negative": 0.09349065420301779, "mask_rcnn/false_positive": 0.10245930442741033, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 1.02714722789824, "total_loss": 0.6801502392627299}
{"data_time": 0.020329655148088932, "eta_seconds": 16075.176445376128, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.22321349898669485, "fast_rcnn/fg_cls_accuracy": 0.7523570358621905, "iteration": 253939, "loss_box_reg": 0.1950212251394987, "loss_cls": 0.1367689250037074, "loss_mask": 0.21765281818807125, "loss_rpn_cls": 0.022924774995772168, "loss_rpn_loc": 0.053691856446675956, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9043615627175857, "mask_rcnn/false_negative": 0.09323750784260813, "mask_rcnn/false_positive": 0.1084480051882944, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.000811397563666, "total_loss": 0.6153652013745159}
{"data_time": 0.015588999260216951, "eta_seconds": 16058.772186283022, "fast_rcnn/cls_accuracy": 0.963134765625, "fast_rcnn/false_negative": 0.20638933864740316, "fast_rcnn/fg_cls_accuracy": 0.7843284578908702, "iteration": 253959, "loss_box_reg": 0.1901872493326664, "loss_cls": 0.13315532822161913, "loss_mask": 0.2096066065132618, "loss_rpn_cls": 0.022103422204963863, "loss_rpn_loc": 0.06226892489939928, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9223645824046283, "mask_rcnn/false_negative": 0.06351260681127503, "mask_rcnn/false_positive": 0.09411651240241622, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0193929877132177, "total_loss": 0.6301546167233028}
{"data_time": 0.01676418073475361, "eta_seconds": 16040.64775521867, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.18727821657509158, "fast_rcnn/fg_cls_accuracy": 0.7799674950193981, "iteration": 253979, "loss_box_reg": 0.17938345205038786, "loss_cls": 0.13139199931174517, "loss_mask": 0.21189658902585506, "loss_rpn_cls": 0.02296271604427602, "loss_rpn_loc": 0.06203225045464933, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9088058689887861, "mask_rcnn/false_negative": 0.08633606936341864, "mask_rcnn/false_positive": 0.10001227939942439, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0061571798287332, "total_loss": 0.6208348004583968}
{"data_time": 0.016173464246094227, "eta_seconds": 16018.725372850895, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24397045912306975, "fast_rcnn/fg_cls_accuracy": 0.7276329197386562, "iteration": 253999, "loss_box_reg": 0.18300788290798664, "loss_cls": 0.14230324886739254, "loss_mask": 0.21374586597085, "loss_rpn_cls": 0.024113149498589337, "loss_rpn_loc": 0.06317343073897064, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072943071277579, "mask_rcnn/false_negative": 0.08940907589505549, "mask_rcnn/false_positive": 0.10701445343199809, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 1.0100400443188846, "total_loss": 0.6247086233925074}
{"data_time": 0.01894608698785305, "eta_seconds": 16005.927526047453, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.250610676547276, "fast_rcnn/fg_cls_accuracy": 0.7238802756244617, "iteration": 254019, "loss_box_reg": 0.18106187600642443, "loss_cls": 0.14483763137832284, "loss_mask": 0.2105991616845131, "loss_rpn_cls": 0.025341253000078723, "loss_rpn_loc": 0.0688967383466661, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9122261495335451, "mask_rcnn/false_negative": 0.0850657930694177, "mask_rcnn/false_positive": 0.08632631416374636, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 1.0064388536848128, "total_loss": 0.6263742462033406}
{"data_time": 0.013100432232022285, "eta_seconds": 15993.571660425514, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26324011342604386, "fast_rcnn/fg_cls_accuracy": 0.7248871359581395, "iteration": 254039, "loss_box_reg": 0.1936843739822507, "loss_cls": 0.1429471392184496, "loss_mask": 0.21877707354724407, "loss_rpn_cls": 0.024900903226807714, "loss_rpn_loc": 0.07490522670559585, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9002694084549994, "mask_rcnn/false_negative": 0.09657371651825294, "mask_rcnn/false_positive": 0.125761971332855, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0151745849289, "total_loss": 0.6606769723584875}
{"data_time": 0.020003165118396282, "eta_seconds": 15965.86262610741, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22374710980609103, "fast_rcnn/fg_cls_accuracy": 0.7642450142450143, "iteration": 254059, "loss_box_reg": 0.193884982727468, "loss_cls": 0.14059100206941366, "loss_mask": 0.20938345976173878, "loss_rpn_cls": 0.023472770233638585, "loss_rpn_loc": 0.07662102999165654, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8990204812006419, "mask_rcnn/false_negative": 0.08353705860382526, "mask_rcnn/false_positive": 0.1051098993390821, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9857594924978912, "total_loss": 0.6578093164134771}
{"data_time": 0.017695255111902952, "eta_seconds": 15931.332820765674, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23697199810156622, "fast_rcnn/fg_cls_accuracy": 0.7289285714285714, "iteration": 254079, "loss_box_reg": 0.17807686887681484, "loss_cls": 0.14124015718698502, "loss_mask": 0.21201777085661888, "loss_rpn_cls": 0.024971493519842625, "loss_rpn_loc": 0.06423597055254504, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053174668484906, "mask_rcnn/false_negative": 0.08470364141947151, "mask_rcnn/false_positive": 0.1004203960945799, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9820910668931901, "total_loss": 0.6456388810183853}
{"data_time": 0.015090707689523697, "eta_seconds": 15915.025247912854, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.22930398753183562, "fast_rcnn/fg_cls_accuracy": 0.7391389839918572, "iteration": 254099, "loss_box_reg": 0.19783514365553856, "loss_cls": 0.14636929985135794, "loss_mask": 0.20723204966634512, "loss_rpn_cls": 0.019389772380236536, "loss_rpn_loc": 0.06904499186202884, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9105145208324088, "mask_rcnn/false_negative": 0.08249437409891158, "mask_rcnn/false_positive": 0.09625315518449953, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.0068795243278146, "total_loss": 0.6336061737965792}
{"data_time": 0.0169714642688632, "eta_seconds": 15905.765276197344, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.22716326482897292, "fast_rcnn/fg_cls_accuracy": 0.7696920810829768, "iteration": 254119, "loss_box_reg": 0.18830795213580132, "loss_cls": 0.13707584142684937, "loss_mask": 0.22606634348630905, "loss_rpn_cls": 0.02225982368690893, "loss_rpn_loc": 0.07398575264960527, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9051493541601391, "mask_rcnn/false_negative": 0.08665408970046334, "mask_rcnn/false_positive": 0.08964962452110062, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.036060294136405, "total_loss": 0.6525739929638803}
{"data_time": 0.014733342919498682, "eta_seconds": 15890.77067265287, "fast_rcnn/cls_accuracy": 0.931396484375, "fast_rcnn/false_negative": 0.21499148110810445, "fast_rcnn/fg_cls_accuracy": 0.7403631896993377, "iteration": 254139, "loss_box_reg": 0.20210708305239677, "loss_cls": 0.15415700897574425, "loss_mask": 0.2138933166861534, "loss_rpn_cls": 0.024200081650633365, "loss_rpn_loc": 0.057585949543863535, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9156930592228967, "mask_rcnn/false_negative": 0.07529173259669672, "mask_rcnn/false_positive": 0.09498407452120543, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0227679442614317, "total_loss": 0.6467410038458183}
{"data_time": 0.014025579672306776, "eta_seconds": 15856.934737488627, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.22506485084306097, "fast_rcnn/fg_cls_accuracy": 0.7666018158236058, "iteration": 254159, "loss_box_reg": 0.2007040735334158, "loss_cls": 0.14719483396038413, "loss_mask": 0.22149713151156902, "loss_rpn_cls": 0.023111792979761958, "loss_rpn_loc": 0.05169097660109401, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100551885686565, "mask_rcnn/false_negative": 0.07597782167283032, "mask_rcnn/false_positive": 0.10281552573743463, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9934658189304173, "total_loss": 0.6467493891832419}
{"data_time": 0.023396155796945095, "eta_seconds": 15840.389980496839, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.19755790672471116, "fast_rcnn/fg_cls_accuracy": 0.7804551539491298, "iteration": 254179, "loss_box_reg": 0.18358814530074596, "loss_cls": 0.14019344793632627, "loss_mask": 0.2148418091237545, "loss_rpn_cls": 0.024534839089028537, "loss_rpn_loc": 0.05841150274500251, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.918439085460612, "mask_rcnn/false_negative": 0.08282902250948729, "mask_rcnn/false_positive": 0.08064325284935414, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0005977773107588, "total_loss": 0.646229671430774}
{"data_time": 0.016066223848611116, "eta_seconds": 15816.89197300002, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24513758599124452, "fast_rcnn/fg_cls_accuracy": 0.7486654804270463, "iteration": 254199, "loss_box_reg": 0.18475212715566158, "loss_cls": 0.13233683817088604, "loss_mask": 0.209893012419343, "loss_rpn_cls": 0.02558823034632951, "loss_rpn_loc": 0.04910969431512058, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003393885902, "mask_rcnn/false_negative": 0.09012225300555181, "mask_rcnn/false_positive": 0.10643502733327115, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0097138066776097, "total_loss": 0.6476904225419275}
{"data_time": 0.01817055605351925, "eta_seconds": 15787.401872025803, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.2166376656404765, "fast_rcnn/fg_cls_accuracy": 0.7559534548078658, "iteration": 254219, "loss_box_reg": 0.19198628142476082, "loss_cls": 0.14075758215039968, "loss_mask": 0.2111871801316738, "loss_rpn_cls": 0.02400297945132479, "loss_rpn_loc": 0.06895116274245083, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9109471251058028, "mask_rcnn/false_negative": 0.08051807659810085, "mask_rcnn/false_positive": 0.0949942041301252, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0001364625059068, "total_loss": 0.6375393871567212}
{"data_time": 0.022655989043414593, "eta_seconds": 15772.158350981772, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27311738648947953, "fast_rcnn/fg_cls_accuracy": 0.7096253229974161, "iteration": 254239, "loss_box_reg": 0.1751236617565155, "loss_cls": 0.1350596882402897, "loss_mask": 0.22321943938732147, "loss_rpn_cls": 0.02446360932663083, "loss_rpn_loc": 0.06624848814681172, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903886253031548, "mask_rcnn/false_negative": 0.0888170896005403, "mask_rcnn/false_positive": 0.10103121816711841, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0225874753668904, "total_loss": 0.6383338227169588}
{"data_time": 0.014025864657014608, "eta_seconds": 15747.127133598551, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2832242779783394, "fast_rcnn/fg_cls_accuracy": 0.6967271858576206, "iteration": 254259, "loss_box_reg": 0.20877881441265345, "loss_cls": 0.1490758527070284, "loss_mask": 0.22583224810659885, "loss_rpn_cls": 0.027820975868962705, "loss_rpn_loc": 0.07820620998973027, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.900222549957483, "mask_rcnn/false_negative": 0.08893516775493056, "mask_rcnn/false_positive": 0.10248760712336347, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9865399715490639, "total_loss": 0.6815820737974718}
{"data_time": 0.022367526777088642, "eta_seconds": 15732.127492222935, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.22244146801668924, "fast_rcnn/fg_cls_accuracy": 0.7428103263777421, "iteration": 254279, "loss_box_reg": 0.19074346590787172, "loss_cls": 0.13643416110426188, "loss_mask": 0.21706459484994411, "loss_rpn_cls": 0.0192367973504588, "loss_rpn_loc": 0.05016608734149486, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8998058274348535, "mask_rcnn/false_negative": 0.08915390531153898, "mask_rcnn/false_positive": 0.09784633809977747, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9991542701609433, "total_loss": 0.6316953926580027}
{"data_time": 0.016237142030149698, "eta_seconds": 15731.56988080591, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2508022560412311, "fast_rcnn/fg_cls_accuracy": 0.7373943679950982, "iteration": 254299, "loss_box_reg": 0.19898698292672634, "loss_cls": 0.14431903418153524, "loss_mask": 0.2184037957340479, "loss_rpn_cls": 0.025189308973494917, "loss_rpn_loc": 0.05851906700991094, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018579643863993, "mask_rcnn/false_negative": 0.07972511661005505, "mask_rcnn/false_positive": 0.10402609762867779, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.016238525044173, "total_loss": 0.6450222380808555}
{"data_time": 0.02022586576640606, "eta_seconds": 15724.813730120659, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23464277991025573, "fast_rcnn/fg_cls_accuracy": 0.754643930539322, "iteration": 254319, "loss_box_reg": 0.20537988375872374, "loss_cls": 0.15461840201169252, "loss_mask": 0.21465658582746983, "loss_rpn_cls": 0.02468364720698446, "loss_rpn_loc": 0.05922481883317232, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9133623760634841, "mask_rcnn/false_negative": 0.07712096608684685, "mask_rcnn/false_positive": 0.09449052344327431, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 1.0049082981422544, "total_loss": 0.6621436916757375}
{"data_time": 0.01882500620558858, "eta_seconds": 15697.1882000193, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.24077504176654319, "fast_rcnn/fg_cls_accuracy": 0.7480674584946518, "iteration": 254339, "loss_box_reg": 0.19275634922087193, "loss_cls": 0.13707398995757103, "loss_mask": 0.2158699445426464, "loss_rpn_cls": 0.025116106146015227, "loss_rpn_loc": 0.06685256119817495, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.908967474489796, "mask_rcnn/false_negative": 0.09403033506771383, "mask_rcnn/false_positive": 0.09708286617245386, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.0033596153371036, "total_loss": 0.6260320011060685}
{"data_time": 0.015258449595421553, "eta_seconds": 15670.343841128051, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23811757348342716, "fast_rcnn/fg_cls_accuracy": 0.7475542749932994, "iteration": 254359, "loss_box_reg": 0.20423621777445078, "loss_cls": 0.15788515051826835, "loss_mask": 0.21253543347120285, "loss_rpn_cls": 0.02430223295232281, "loss_rpn_loc": 0.06444150174502283, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9159263231807875, "mask_rcnn/false_negative": 0.08177169302927192, "mask_rcnn/false_positive": 0.08583187961843342, "roi_head/num_bg_samples": 451.875, "roi_head/num_fg_samples": 60.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9827022035606205, "total_loss": 0.6724562796298414}
{"data_time": 0.016461911611258984, "eta_seconds": 15663.423261474818, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.23303827228695864, "fast_rcnn/fg_cls_accuracy": 0.7544752526007732, "iteration": 254379, "loss_box_reg": 0.1926716063171625, "loss_cls": 0.14388276543468237, "loss_mask": 0.21534517221152782, "loss_rpn_cls": 0.024720201967284083, "loss_rpn_loc": 0.059679914731532335, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9033791757404834, "mask_rcnn/false_negative": 0.08192651969981551, "mask_rcnn/false_positive": 0.10619666226570207, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0045118974521756, "total_loss": 0.6452984689967707}
{"data_time": 0.018219195771962404, "eta_seconds": 15647.1655189991, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.24173922352269483, "fast_rcnn/fg_cls_accuracy": 0.7267790889415644, "iteration": 254399, "loss_box_reg": 0.1761730145663023, "loss_cls": 0.1297627966850996, "loss_mask": 0.20874126255512238, "loss_rpn_cls": 0.028090015810448676, "loss_rpn_loc": 0.07147075096145272, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9110041906221443, "mask_rcnn/false_negative": 0.07910586540721717, "mask_rcnn/false_positive": 0.09958993992436638, "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": 0.9873051466420293, "total_loss": 0.6511151736485772}
{"data_time": 0.015446111094206572, "eta_seconds": 15614.159477213398, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2486167132071569, "fast_rcnn/fg_cls_accuracy": 0.7304791356325306, "iteration": 254419, "loss_box_reg": 0.18839202728122473, "loss_cls": 0.13965127523988485, "loss_mask": 0.20946510136127472, "loss_rpn_cls": 0.020298007177188993, "loss_rpn_loc": 0.06985854101367295, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9066472463443453, "mask_rcnn/false_negative": 0.07951655474970076, "mask_rcnn/false_positive": 0.11008641015945331, "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": 0.9690299788489938, "total_loss": 0.6243193717091344}
{"data_time": 0.02035638876259327, "eta_seconds": 15596.95072747767, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.24024943310657598, "fast_rcnn/fg_cls_accuracy": 0.7523570831841508, "iteration": 254439, "loss_box_reg": 0.1826481968164444, "loss_cls": 0.12999388063326478, "loss_mask": 0.21079397201538086, "loss_rpn_cls": 0.018076653854222968, "loss_rpn_loc": 0.06378647731617093, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90223969110646, "mask_rcnn/false_negative": 0.08574703589738009, "mask_rcnn/false_positive": 0.11658552242156336, "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": 0.9668544218875468, "total_loss": 0.6171462325728498}
{"data_time": 0.02352999709546566, "eta_seconds": 15574.071776373312, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.25425170068027214, "fast_rcnn/fg_cls_accuracy": 0.7400502368681348, "iteration": 254459, "loss_box_reg": 0.1821136623620987, "loss_cls": 0.14569205325096846, "loss_mask": 0.21338928118348122, "loss_rpn_cls": 0.022759197308914736, "loss_rpn_loc": 0.06336947716772556, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9114829662023539, "mask_rcnn/false_negative": 0.08712798255468147, "mask_rcnn/false_positive": 0.09583968601956759, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.997520319186151, "total_loss": 0.6129913985496387}
{"data_time": 0.01598431635648012, "eta_seconds": 15552.589733153582, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2412722728372168, "fast_rcnn/fg_cls_accuracy": 0.7406502058882497, "iteration": 254479, "loss_box_reg": 0.19205587543547153, "loss_cls": 0.13878458691760898, "loss_mask": 0.21250146813690662, "loss_rpn_cls": 0.024996297783218324, "loss_rpn_loc": 0.07658078661188483, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.912375678119349, "mask_rcnn/false_negative": 0.0781005391892847, "mask_rcnn/false_positive": 0.10538933759196303, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 211.875, "rpn/num_pos_anchors": 44.125, "time": 0.9923921525478363, "total_loss": 0.65580975956982}
{"data_time": 0.016544252168387175, "eta_seconds": 15527.935557765886, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24689567430025447, "fast_rcnn/fg_cls_accuracy": 0.7355410122164049, "iteration": 254499, "loss_box_reg": 0.19164911564439535, "loss_cls": 0.1468665450811386, "loss_mask": 0.21173830702900887, "loss_rpn_cls": 0.02525044250069186, "loss_rpn_loc": 0.06575458496809006, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9124414689524816, "mask_rcnn/false_negative": 0.08728674013571946, "mask_rcnn/false_positive": 0.09136357408002675, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0143618253059685, "total_loss": 0.6602658790070564}
{"data_time": 0.017509683966636658, "eta_seconds": 15513.940225113183, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.21802197231384568, "fast_rcnn/fg_cls_accuracy": 0.7627422491973848, "iteration": 254519, "loss_box_reg": 0.20807980000972748, "loss_cls": 0.15728575782850385, "loss_mask": 0.22188525181263685, "loss_rpn_cls": 0.025421404687222093, "loss_rpn_loc": 0.0915171722881496, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046224440321149, "mask_rcnn/false_negative": 0.09141003158522498, "mask_rcnn/false_positive": 0.08958976391855095, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0216766288504004, "total_loss": 0.715903683565557}
{"data_time": 0.018908745609223843, "eta_seconds": 15493.89637469314, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2193216916132098, "fast_rcnn/fg_cls_accuracy": 0.7674485125858124, "iteration": 254539, "loss_box_reg": 0.1948000155389309, "loss_cls": 0.144716652110219, "loss_mask": 0.2159881517291069, "loss_rpn_cls": 0.024104508745949715, "loss_rpn_loc": 0.05226917809341103, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9079854319107337, "mask_rcnn/false_negative": 0.07970393665370654, "mask_rcnn/false_positive": 0.09594521481841398, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9978040838614106, "total_loss": 0.6390359127835836}
{"data_time": 0.015804373659193516, "eta_seconds": 15471.0470674932, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.20426322801361863, "fast_rcnn/fg_cls_accuracy": 0.7574377930039669, "iteration": 254559, "loss_box_reg": 0.18640838656574488, "loss_cls": 0.13827179931104183, "loss_mask": 0.2231040382757783, "loss_rpn_cls": 0.02495558181544766, "loss_rpn_loc": 0.0665629762224853, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069169450806955, "mask_rcnn/false_negative": 0.07867678114649024, "mask_rcnn/false_positive": 0.09540124923423735, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9926686771214008, "total_loss": 0.6615576050244272}
{"data_time": 0.014912944752722979, "eta_seconds": 15451.00685108453, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2243351548269581, "fast_rcnn/fg_cls_accuracy": 0.7744240570846075, "iteration": 254579, "loss_box_reg": 0.18295941594988108, "loss_cls": 0.13479793956503272, "loss_mask": 0.21337355114519596, "loss_rpn_cls": 0.026920617267023772, "loss_rpn_loc": 0.05988051579333842, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9224210899277184, "mask_rcnn/false_negative": 0.06832325282383578, "mask_rcnn/false_positive": 0.09208147604926128, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9937455588951707, "total_loss": 0.6259225819376297}
{"data_time": 0.026313623879104853, "eta_seconds": 15431.505792960525, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.22616214115704086, "fast_rcnn/fg_cls_accuracy": 0.7625757824020973, "iteration": 254599, "loss_box_reg": 0.20103473961353302, "loss_cls": 0.14560769498348236, "loss_mask": 0.20802375860512257, "loss_rpn_cls": 0.02381851221434772, "loss_rpn_loc": 0.06293187569826841, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101965821187876, "mask_rcnn/false_negative": 0.09008117586297605, "mask_rcnn/false_positive": 0.08371904099497321, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9938553455285728, "total_loss": 0.6558616067632101}
{"data_time": 0.014912080019712448, "eta_seconds": 15411.46487634629, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.20998875562218888, "fast_rcnn/fg_cls_accuracy": 0.7705569461827284, "iteration": 254619, "loss_box_reg": 0.19729352463036776, "loss_cls": 0.1417713623959571, "loss_mask": 0.2192207220941782, "loss_rpn_cls": 0.029405995621345937, "loss_rpn_loc": 0.07747069443576038, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111001912399631, "mask_rcnn/false_negative": 0.0894817978667629, "mask_rcnn/false_positive": 0.09715817757089278, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9733906774781644, "total_loss": 0.6760448694694787}
{"data_time": 0.016599743627011776, "eta_seconds": 15380.943961143494, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2209094684385382, "fast_rcnn/fg_cls_accuracy": 0.7576640166431383, "iteration": 254639, "loss_box_reg": 0.19508551433682442, "loss_cls": 0.13757918076589704, "loss_mask": 0.21892735920846462, "loss_rpn_cls": 0.02881027339026332, "loss_rpn_loc": 0.07809746917337179, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063721308288865, "mask_rcnn/false_negative": 0.08719360900951502, "mask_rcnn/false_positive": 0.11116773427981494, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9733811658807099, "total_loss": 0.6876741498417687}
{"data_time": 0.016804944723844528, "eta_seconds": 15344.169954489917, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.265827555019596, "fast_rcnn/fg_cls_accuracy": 0.7169652128764279, "iteration": 254659, "loss_box_reg": 0.20785118639469147, "loss_cls": 0.15422979462891817, "loss_mask": 0.21266313455998898, "loss_rpn_cls": 0.02577222336549312, "loss_rpn_loc": 0.07925160590093583, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9093405082289137, "mask_rcnn/false_negative": 0.08238849858359215, "mask_rcnn/false_positive": 0.10074905922448057, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9872497348114848, "total_loss": 0.6509018114302307}
{"data_time": 0.022882983088493347, "eta_seconds": 15349.916581623256, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22989040529363108, "fast_rcnn/fg_cls_accuracy": 0.7635006253908694, "iteration": 254679, "loss_box_reg": 0.19233182165771723, "loss_cls": 0.14830562938004732, "loss_mask": 0.22067759931087494, "loss_rpn_cls": 0.030757069820538163, "loss_rpn_loc": 0.059442431665956974, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9106451064080188, "mask_rcnn/false_negative": 0.08607775145710106, "mask_rcnn/false_positive": 0.10304434198050394, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.061735131777823, "total_loss": 0.6724682881031185}
{"data_time": 0.019765298813581467, "eta_seconds": 15310.494690109044, "fast_rcnn/cls_accuracy": 0.962646484375, "fast_rcnn/false_negative": 0.20594405594405593, "fast_rcnn/fg_cls_accuracy": 0.7862751603627516, "iteration": 254699, "loss_box_reg": 0.17837010696530342, "loss_cls": 0.12801409419625998, "loss_mask": 0.21259217150509357, "loss_rpn_cls": 0.020684618852101266, "loss_rpn_loc": 0.06324816844426095, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9144199649754188, "mask_rcnn/false_negative": 0.08182550523750046, "mask_rcnn/false_positive": 0.08159914524321304, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.97638697642833, "total_loss": 0.5652310739969835}
{"data_time": 0.015680577140301466, "eta_seconds": 15290.480971559882, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2069135802469136, "fast_rcnn/fg_cls_accuracy": 0.7902923976608187, "iteration": 254719, "loss_box_reg": 0.2111725453287363, "loss_cls": 0.16022223699837923, "loss_mask": 0.22338001243770123, "loss_rpn_cls": 0.019574910344090313, "loss_rpn_loc": 0.07029292546212673, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100886293779051, "mask_rcnn/false_negative": 0.09083879625315852, "mask_rcnn/false_positive": 0.09619971624045875, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.9886648114770651, "total_loss": 0.6590490358066745}
{"data_time": 0.02040249854326248, "eta_seconds": 15281.505173966289, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2391408462435449, "fast_rcnn/fg_cls_accuracy": 0.7326406926406926, "iteration": 254739, "loss_box_reg": 0.18889008648693562, "loss_cls": 0.13746862765401602, "loss_mask": 0.20756138861179352, "loss_rpn_cls": 0.0202671866863966, "loss_rpn_loc": 0.0616825774195604, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100566835853265, "mask_rcnn/false_negative": 0.0829557680357767, "mask_rcnn/false_positive": 0.10067024564398169, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0176861979998648, "total_loss": 0.6379883769550361}
{"data_time": 0.016930014360696077, "eta_seconds": 15238.232394922525, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.26593353758078586, "fast_rcnn/fg_cls_accuracy": 0.7065710151917048, "iteration": 254759, "loss_box_reg": 0.18164628185331821, "loss_cls": 0.14173815492540598, "loss_mask": 0.21928607486188412, "loss_rpn_cls": 0.022515891323564574, "loss_rpn_loc": 0.06261119991540909, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9037823275901493, "mask_rcnn/false_negative": 0.08214967817997962, "mask_rcnn/false_positive": 0.11255335946224393, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.989997535943985, "total_loss": 0.6388405011966825}
{"data_time": 0.019971104338765144, "eta_seconds": 15216.562231183052, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23796427846559773, "fast_rcnn/fg_cls_accuracy": 0.7449123661148978, "iteration": 254779, "loss_box_reg": 0.20417595840990543, "loss_cls": 0.1510927528142929, "loss_mask": 0.21253693476319313, "loss_rpn_cls": 0.024192363489419222, "loss_rpn_loc": 0.07229039818048477, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9150487549219071, "mask_rcnn/false_negative": 0.08132111100569818, "mask_rcnn/false_positive": 0.09527132657468947, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0019811973907053, "total_loss": 0.6591730932705104}
{"data_time": 0.021609642077237368, "eta_seconds": 15203.180480003357, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.22093023255813954, "fast_rcnn/fg_cls_accuracy": 0.7517317925627381, "iteration": 254799, "loss_box_reg": 0.1781832817941904, "loss_cls": 0.131286496296525, "loss_mask": 0.20260177087038755, "loss_rpn_cls": 0.020157968974672258, "loss_rpn_loc": 0.05909192154649645, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9166998381839084, "mask_rcnn/false_negative": 0.07350809720002878, "mask_rcnn/false_positive": 0.09206761668410235, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0128999720327556, "total_loss": 0.5923819072777405}
{"data_time": 0.018533097580075264, "eta_seconds": 15170.946663888171, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2625841493268054, "fast_rcnn/fg_cls_accuracy": 0.7218219862936748, "iteration": 254819, "loss_box_reg": 0.20784565154463053, "loss_cls": 0.1464387895539403, "loss_mask": 0.20845451764762402, "loss_rpn_cls": 0.0227977313043084, "loss_rpn_loc": 0.07171930046752095, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.899812112175367, "mask_rcnn/false_negative": 0.08441633967965992, "mask_rcnn/false_positive": 0.10307645481922378, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.625, "rpn/num_pos_anchors": 38.375, "time": 0.9657224775291979, "total_loss": 0.6795907623018138}
{"data_time": 0.013799596577882767, "eta_seconds": 15160.134390275925, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21594322651724465, "fast_rcnn/fg_cls_accuracy": 0.7634063964709126, "iteration": 254839, "loss_box_reg": 0.1725016562268138, "loss_cls": 0.13203515158966184, "loss_mask": 0.20187052711844444, "loss_rpn_cls": 0.02412390345125459, "loss_rpn_loc": 0.07792092836461961, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9097220179731053, "mask_rcnn/false_negative": 0.09201055531441552, "mask_rcnn/false_positive": 0.08903814615861855, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.006995133124292, "total_loss": 0.6190971825271845}
{"data_time": 0.016969930846244097, "eta_seconds": 15136.580300927162, "fast_rcnn/cls_accuracy": 0.928955078125, "fast_rcnn/false_negative": 0.27669552669552666, "fast_rcnn/fg_cls_accuracy": 0.7003968253968254, "iteration": 254859, "loss_box_reg": 0.20963463000953197, "loss_cls": 0.14694411773234606, "loss_mask": 0.22182804718613625, "loss_rpn_cls": 0.03285728220362216, "loss_rpn_loc": 0.08362617599777877, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055146838325658, "mask_rcnn/false_negative": 0.0895478252163522, "mask_rcnn/false_positive": 0.10287167371680057, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.9796026856638491, "total_loss": 0.7148008003132418}
{"data_time": 0.019493288826197386, "eta_seconds": 15114.859055243433, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24923312883435583, "fast_rcnn/fg_cls_accuracy": 0.7234787586475689, "iteration": 254879, "loss_box_reg": 0.20046739652752876, "loss_cls": 0.1369795659556985, "loss_mask": 0.21264711022377014, "loss_rpn_cls": 0.02281638520071283, "loss_rpn_loc": 0.05847608298063278, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053542349994013, "mask_rcnn/false_negative": 0.08036079352549694, "mask_rcnn/false_positive": 0.10902572208088074, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9821382355876267, "total_loss": 0.6308693918981589}
{"data_time": 0.018034101463854313, "eta_seconds": 15090.99437580444, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22692165558019217, "fast_rcnn/fg_cls_accuracy": 0.7402969247083775, "iteration": 254899, "loss_box_reg": 0.1707868818193674, "loss_cls": 0.1252838741056621, "loss_mask": 0.217252466827631, "loss_rpn_cls": 0.021832643949892372, "loss_rpn_loc": 0.05134930554777384, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9141817209433701, "mask_rcnn/false_negative": 0.07851484373491105, "mask_rcnn/false_positive": 0.09704604830730504, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9556950312107801, "total_loss": 0.5947670310852118}
{"data_time": 0.01461355248466134, "eta_seconds": 15058.359666559845, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.19195624195624195, "fast_rcnn/fg_cls_accuracy": 0.7447618072618072, "iteration": 254919, "loss_box_reg": 0.18487434275448322, "loss_cls": 0.1324248560704291, "loss_mask": 0.22090965323150158, "loss_rpn_cls": 0.020921836490742862, "loss_rpn_loc": 0.05640948913060129, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9126307619275951, "mask_rcnn/false_negative": 0.07583700342025268, "mask_rcnn/false_positive": 0.08799325914775485, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9908378864638507, "total_loss": 0.6370815979316831}
{"data_time": 0.018768721725791693, "eta_seconds": 15030.802557701245, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.23178786712838273, "fast_rcnn/fg_cls_accuracy": 0.7557393869436964, "iteration": 254939, "loss_box_reg": 0.1875531291589141, "loss_cls": 0.12883919198065996, "loss_mask": 0.20649327337741852, "loss_rpn_cls": 0.020867078215815127, "loss_rpn_loc": 0.06351566838566214, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9106698998855882, "mask_rcnn/false_negative": 0.07516246710213476, "mask_rcnn/false_positive": 0.09915607275099982, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9835073635913432, "total_loss": 0.6159167532168794}
{"data_time": 0.016256186179816723, "eta_seconds": 14985.79263985157, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23028473772705974, "fast_rcnn/fg_cls_accuracy": 0.7355656875773267, "iteration": 254959, "loss_box_reg": 0.2047350239008665, "loss_cls": 0.14576539350673556, "loss_mask": 0.2176441065967083, "loss_rpn_cls": 0.024856393807567656, "loss_rpn_loc": 0.05412179068662226, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9108137505242453, "mask_rcnn/false_negative": 0.07462447190030655, "mask_rcnn/false_positive": 0.09338913577555608, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 0.9882538975216448, "total_loss": 0.6680514032486826}
{"data_time": 0.015286271460354328, "eta_seconds": 14957.895852262154, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.22454721709935216, "fast_rcnn/fg_cls_accuracy": 0.7612290730910576, "iteration": 254979, "loss_box_reg": 0.17304925341159105, "loss_cls": 0.1364859719760716, "loss_mask": 0.19987335242331028, "loss_rpn_cls": 0.022485541965579614, "loss_rpn_loc": 0.061862827045843005, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9116833994173952, "mask_rcnn/false_negative": 0.08127545343509246, "mask_rcnn/false_positive": 0.0983696055537939, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0186552521772683, "total_loss": 0.5874803586048074}
{"data_time": 0.014722992666065693, "eta_seconds": 14932.049587368965, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.19791975784913052, "fast_rcnn/fg_cls_accuracy": 0.7711045524379396, "iteration": 254999, "loss_box_reg": 0.18492429796606302, "loss_cls": 0.13654873706400394, "loss_mask": 0.21143529936671257, "loss_rpn_cls": 0.025038972147740424, "loss_rpn_loc": 0.06011212314479053, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90345254386566, "mask_rcnn/false_negative": 0.08135370817324922, "mask_rcnn/false_positive": 0.11905626379902332, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9939297391101718, "total_loss": 0.6147699934663251}
{"data_time": 0.015994293615221977, "eta_seconds": 14907.159960931167, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2595789752416259, "fast_rcnn/fg_cls_accuracy": 0.727081807081807, "iteration": 255019, "loss_box_reg": 0.20870914869010448, "loss_cls": 0.1487138094380498, "loss_mask": 0.2166404090821743, "loss_rpn_cls": 0.024141093716025352, "loss_rpn_loc": 0.06830237712711096, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9126959868031297, "mask_rcnn/false_negative": 0.08471654865320499, "mask_rcnn/false_positive": 0.10696044278776884, "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": 1.0133162876591086, "total_loss": 0.6781989982409868}
{"data_time": 0.016439749393612146, "eta_seconds": 14898.143938072026, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.2081304771178189, "fast_rcnn/fg_cls_accuracy": 0.7811771561771561, "iteration": 255039, "loss_box_reg": 0.21248633973300457, "loss_cls": 0.1494380822405219, "loss_mask": 0.22463657148182392, "loss_rpn_cls": 0.025199134135618806, "loss_rpn_loc": 0.07237510452978313, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9064065211329088, "mask_rcnn/false_negative": 0.08619130080090633, "mask_rcnn/false_positive": 0.09419060353254391, "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": 1.0311367623507977, "total_loss": 0.6788352884468623}
{"data_time": 0.014113233424723148, "eta_seconds": 14886.153061129153, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24109516214779372, "fast_rcnn/fg_cls_accuracy": 0.7436539306104524, "iteration": 255059, "loss_box_reg": 0.18495948053896427, "loss_cls": 0.13312697131186724, "loss_mask": 0.21250578202307224, "loss_rpn_cls": 0.022971075028181076, "loss_rpn_loc": 0.06027039047330618, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9040312932966621, "mask_rcnn/false_negative": 0.08447336677420743, "mask_rcnn/false_positive": 0.10923963625690608, "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": 0.9927425165660679, "total_loss": 0.611004410253372}
{"data_time": 0.015784984920173883, "eta_seconds": 14878.257878310978, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.23014634083667385, "fast_rcnn/fg_cls_accuracy": 0.7399193548387097, "iteration": 255079, "loss_box_reg": 0.17819759529083967, "loss_cls": 0.129088768735528, "loss_mask": 0.20550388284027576, "loss_rpn_cls": 0.02464697929099202, "loss_rpn_loc": 0.06903461850015447, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9187528840364975, "mask_rcnn/false_negative": 0.07925057928104644, "mask_rcnn/false_positive": 0.09155845028184548, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0063935415819287, "total_loss": 0.6080408184789121}
{"data_time": 0.021568921860307455, "eta_seconds": 14846.297229640186, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21019223139899737, "fast_rcnn/fg_cls_accuracy": 0.7706583939789762, "iteration": 255099, "loss_box_reg": 0.19215083308517933, "loss_cls": 0.14247120823711157, "loss_mask": 0.21665626950562, "loss_rpn_cls": 0.023623425513505936, "loss_rpn_loc": 0.05563535983674228, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9097183611268729, "mask_rcnn/false_negative": 0.09458094363754, "mask_rcnn/false_positive": 0.09156350095583815, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9767940933816135, "total_loss": 0.6365599336568266}
{"data_time": 0.018234188202768564, "eta_seconds": 14815.343194976449, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2407865168539326, "fast_rcnn/fg_cls_accuracy": 0.7415527498978156, "iteration": 255119, "loss_box_reg": 0.18919772654771805, "loss_cls": 0.13197995629161596, "loss_mask": 0.2103532999753952, "loss_rpn_cls": 0.025970541624701582, "loss_rpn_loc": 0.06905862537678331, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9133720995852415, "mask_rcnn/false_negative": 0.08582897798948459, "mask_rcnn/false_positive": 0.08722399154497762, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.016382745001465, "total_loss": 0.6300884378142655}
{"data_time": 0.015057170763611794, "eta_seconds": 14792.683791220188, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2599283432616766, "fast_rcnn/fg_cls_accuracy": 0.7059163483201096, "iteration": 255139, "loss_box_reg": 0.21279801987111568, "loss_cls": 0.15365275833755732, "loss_mask": 0.2267500776797533, "loss_rpn_cls": 0.03010004700627178, "loss_rpn_loc": 0.08090234734117985, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8943247609732328, "mask_rcnn/false_negative": 0.08955014730925084, "mask_rcnn/false_positive": 0.09986693981333508, "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": 0.9936358034610748, "total_loss": 0.6999423798697535}
{"data_time": 0.015410293824970722, "eta_seconds": 14789.700302518904, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24246087288459092, "fast_rcnn/fg_cls_accuracy": 0.7504366736457333, "iteration": 255159, "loss_box_reg": 0.18093885574489832, "loss_cls": 0.13294828031212091, "loss_mask": 0.21128616016358137, "loss_rpn_cls": 0.0227403876488097, "loss_rpn_loc": 0.06551530957221985, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903752475244668, "mask_rcnn/false_negative": 0.08418053513781323, "mask_rcnn/false_positive": 0.1085357193154293, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0136108566075563, "total_loss": 0.6248451362480409}
{"data_time": 0.0170123428106308, "eta_seconds": 14772.685104142874, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.21946832777680295, "fast_rcnn/fg_cls_accuracy": 0.7779310344827586, "iteration": 255179, "loss_box_reg": 0.19533249735832214, "loss_cls": 0.14021065458655357, "loss_mask": 0.2157130241394043, "loss_rpn_cls": 0.022254666488151997, "loss_rpn_loc": 0.056621446972712874, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9167500652007528, "mask_rcnn/false_negative": 0.08220647601773026, "mask_rcnn/false_positive": 0.08381482836088808, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 1.010146724525839, "total_loss": 0.6752870984491892}
{"data_time": 0.01732661621645093, "eta_seconds": 14743.45219116658, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2143660266389898, "fast_rcnn/fg_cls_accuracy": 0.7520526743789513, "iteration": 255199, "loss_box_reg": 0.1721560936421156, "loss_cls": 0.12878206931054592, "loss_mask": 0.21734392829239368, "loss_rpn_cls": 0.019518506567692384, "loss_rpn_loc": 0.0544943087734282, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049466830527833, "mask_rcnn/false_negative": 0.09686212473388953, "mask_rcnn/false_positive": 0.09857293820042004, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9719071160070598, "total_loss": 0.5959279160015285}
{"data_time": 0.013239592779427767, "eta_seconds": 14728.47992761992, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.19683823529411765, "fast_rcnn/fg_cls_accuracy": 0.7729459012520671, "iteration": 255219, "loss_box_reg": 0.1902942731976509, "loss_cls": 0.14226539805531502, "loss_mask": 0.20644444599747658, "loss_rpn_cls": 0.02036806067917496, "loss_rpn_loc": 0.06448502279818058, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9065292649672196, "mask_rcnn/false_negative": 0.08271510647819635, "mask_rcnn/false_positive": 0.1010823806581496, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.008896208833903, "total_loss": 0.6313249880913645}
{"data_time": 0.013897015247493982, "eta_seconds": 14695.864620823413, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2467333492101294, "fast_rcnn/fg_cls_accuracy": 0.7458542444129885, "iteration": 255239, "loss_box_reg": 0.19489552080631256, "loss_cls": 0.15315518993884325, "loss_mask": 0.21859834715723991, "loss_rpn_cls": 0.02711515873670578, "loss_rpn_loc": 0.06587225454859436, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8961711667220418, "mask_rcnn/false_negative": 0.0866461927937131, "mask_rcnn/false_positive": 0.10983733199729596, "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": 0.9880010578781366, "total_loss": 0.6662026701960713}
{"data_time": 0.01386286411434412, "eta_seconds": 14669.399735713378, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.21520718149931634, "fast_rcnn/fg_cls_accuracy": 0.7668325791855204, "iteration": 255259, "loss_box_reg": 0.2064770581200719, "loss_cls": 0.153430693782866, "loss_mask": 0.21988645568490028, "loss_rpn_cls": 0.024521577055566013, "loss_rpn_loc": 0.06535230926238, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9125954176455403, "mask_rcnn/false_negative": 0.07035506500578541, "mask_rcnn/false_positive": 0.09461194972447663, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9772460698150098, "total_loss": 0.6718928468762897}
{"data_time": 0.016399280168116093, "eta_seconds": 14653.317995071411, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2319774011299435, "fast_rcnn/fg_cls_accuracy": 0.6972068511198946, "iteration": 255279, "loss_box_reg": 0.1922188000753522, "loss_cls": 0.1501078400760889, "loss_mask": 0.22001618519425392, "loss_rpn_cls": 0.02144590683747083, "loss_rpn_loc": 0.06912488932721317, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904653652875229, "mask_rcnn/false_negative": 0.08459120464744055, "mask_rcnn/false_positive": 0.10686622880421282, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0063562635332346, "total_loss": 0.6442542759468779}
{"data_time": 0.015229743905365467, "eta_seconds": 14626.175360195339, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22078081701975508, "fast_rcnn/fg_cls_accuracy": 0.7766939304549925, "iteration": 255299, "loss_box_reg": 0.1918605100363493, "loss_cls": 0.1435985304415226, "loss_mask": 0.21924376115202904, "loss_rpn_cls": 0.020676638116128743, "loss_rpn_loc": 0.05986408510943875, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9074098814202511, "mask_rcnn/false_negative": 0.07913284701015014, "mask_rcnn/false_positive": 0.0976211642061835, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0176856452599168, "total_loss": 0.6570752845727839}
{"data_time": 0.018661449197679758, "eta_seconds": 14594.958088528365, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.23736536868268432, "fast_rcnn/fg_cls_accuracy": 0.7496978571096546, "iteration": 255319, "loss_box_reg": 0.209464181214571, "loss_cls": 0.14355631545186043, "loss_mask": 0.22083493880927563, "loss_rpn_cls": 0.02651375555433333, "loss_rpn_loc": 0.062333430629223585, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081630268335679, "mask_rcnn/false_negative": 0.08383249578085122, "mask_rcnn/false_positive": 0.09651431465120813, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9875050475820899, "total_loss": 0.6938601133879274}
{"data_time": 0.015393211040645838, "eta_seconds": 14575.073949443176, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.25050322061191627, "fast_rcnn/fg_cls_accuracy": 0.7018881956032794, "iteration": 255339, "loss_box_reg": 0.19168690871447325, "loss_cls": 0.13792905025184155, "loss_mask": 0.22002360224723816, "loss_rpn_cls": 0.021940169332083315, "loss_rpn_loc": 0.06798066420014948, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9130712982969987, "mask_rcnn/false_negative": 0.08354858548443782, "mask_rcnn/false_positive": 0.09935470359120105, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0035205725580454, "total_loss": 0.644027198839467}
{"data_time": 0.017530416138470173, "eta_seconds": 14537.56654523313, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23054136874361592, "fast_rcnn/fg_cls_accuracy": 0.7529371997865149, "iteration": 255359, "loss_box_reg": 0.20057102292776108, "loss_cls": 0.1483573946170509, "loss_mask": 0.21758444048464298, "loss_rpn_cls": 0.025338242790894583, "loss_rpn_loc": 0.06850802479311824, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068441014180617, "mask_rcnn/false_negative": 0.0816095519100268, "mask_rcnn/false_positive": 0.10450809915401077, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9626158378086984, "total_loss": 0.6553875382960541}
{"data_time": 0.016055922023952007, "eta_seconds": 14529.031209666282, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.22763968200649423, "fast_rcnn/fg_cls_accuracy": 0.737159558921217, "iteration": 255379, "loss_box_reg": 0.19384306017309427, "loss_cls": 0.14152202475816011, "loss_mask": 0.22102908045053482, "loss_rpn_cls": 0.025065155583433807, "loss_rpn_loc": 0.06941496580839157, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100745365482477, "mask_rcnn/false_negative": 0.07746432118891973, "mask_rcnn/false_positive": 0.11088506362689438, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0378410136327147, "total_loss": 0.6553990988759324}
{"data_time": 0.015500699169933796, "eta_seconds": 14509.155653975904, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23431166763173134, "fast_rcnn/fg_cls_accuracy": 0.7424911660777385, "iteration": 255399, "loss_box_reg": 0.1993833314627409, "loss_cls": 0.13994650077074766, "loss_mask": 0.21351425722241402, "loss_rpn_cls": 0.02585581422317773, "loss_rpn_loc": 0.07061535259708762, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072071843385413, "mask_rcnn/false_negative": 0.09093616217890915, "mask_rcnn/false_positive": 0.10936797030956179, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9870142238214612, "total_loss": 0.6393374641193077}
{"data_time": 0.01726118801161647, "eta_seconds": 14507.989656580612, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.20387205387205387, "fast_rcnn/fg_cls_accuracy": 0.7912587412587413, "iteration": 255419, "loss_box_reg": 0.1810576720163226, "loss_cls": 0.13590254168957472, "loss_mask": 0.20748710073530674, "loss_rpn_cls": 0.0242224910762161, "loss_rpn_loc": 0.05551018507685512, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.912682241905638, "mask_rcnn/false_negative": 0.07904914448294248, "mask_rcnn/false_positive": 0.09219649140415793, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9948003706522286, "total_loss": 0.6162710320204496}
{"data_time": 0.01750550838187337, "eta_seconds": 14496.733663901687, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23233417599614783, "fast_rcnn/fg_cls_accuracy": 0.7330004617871162, "iteration": 255439, "loss_box_reg": 0.19216724298894405, "loss_cls": 0.14177804719656706, "loss_mask": 0.2241300381720066, "loss_rpn_cls": 0.0252705339808017, "loss_rpn_loc": 0.05878927791491151, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018841499733534, "mask_rcnn/false_negative": 0.09387894439547262, "mask_rcnn/false_positive": 0.1122846385063788, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 1.017077119089663, "total_loss": 0.6442342410446145}
{"data_time": 0.01901644328609109, "eta_seconds": 14490.736642424017, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27878735883197103, "fast_rcnn/fg_cls_accuracy": 0.7041344843253067, "iteration": 255459, "loss_box_reg": 0.19451771676540375, "loss_cls": 0.14441383117809892, "loss_mask": 0.2171432375907898, "loss_rpn_cls": 0.022441890090703964, "loss_rpn_loc": 0.05893409566488117, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062634186094529, "mask_rcnn/false_negative": 0.08603990315302827, "mask_rcnn/false_positive": 0.10635233552928691, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.021853803191334, "total_loss": 0.6455078085418791}
{"data_time": 0.019820108078420162, "eta_seconds": 14467.128223981708, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.21609116022099448, "fast_rcnn/fg_cls_accuracy": 0.7374830393487111, "iteration": 255479, "loss_box_reg": 0.19751137681305408, "loss_cls": 0.14602287858724594, "loss_mask": 0.2092862669378519, "loss_rpn_cls": 0.02332635794300586, "loss_rpn_loc": 0.06074591912329197, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028235478372766, "mask_rcnn/false_negative": 0.09740563615864753, "mask_rcnn/false_positive": 0.10754293754459432, "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": 0.9897129693999887, "total_loss": 0.6209540082418243}
{"data_time": 0.013895771466195583, "eta_seconds": 14431.633366970345, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2310420292147867, "fast_rcnn/fg_cls_accuracy": 0.7470896933855458, "iteration": 255499, "loss_box_reg": 0.18070595152676105, "loss_cls": 0.13127249013632536, "loss_mask": 0.2181098461151123, "loss_rpn_cls": 0.023844157112762332, "loss_rpn_loc": 0.06723916548071429, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020839575242858, "mask_rcnn/false_negative": 0.08401763469221232, "mask_rcnn/false_positive": 0.10222639233954844, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.9825558480806649, "total_loss": 0.6196790115209296}
{"data_time": 0.01531261159107089, "eta_seconds": 14401.06414847076, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24741070428843354, "fast_rcnn/fg_cls_accuracy": 0.7445100688008546, "iteration": 255519, "loss_box_reg": 0.2086574835702777, "loss_cls": 0.1405277969315648, "loss_mask": 0.22326282039284706, "loss_rpn_cls": 0.02305634506046772, "loss_rpn_loc": 0.06669079756829888, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8986212267462268, "mask_rcnn/false_negative": 0.09634194836822924, "mask_rcnn/false_positive": 0.10999112574459369, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9831503964960575, "total_loss": 0.6886444301344454}
{"data_time": 0.015892437659204006, "eta_seconds": 14387.380660437047, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2082902331751459, "fast_rcnn/fg_cls_accuracy": 0.7799334046444222, "iteration": 255539, "loss_box_reg": 0.20119819603860378, "loss_cls": 0.14074322348460555, "loss_mask": 0.22214895486831665, "loss_rpn_cls": 0.02658158977283165, "loss_rpn_loc": 0.0736182228429243, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904099349333222, "mask_rcnn/false_negative": 0.09240756450135801, "mask_rcnn/false_positive": 0.09159889356506407, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0146891018375754, "total_loss": 0.6641822978854179}
{"data_time": 0.014049279037863016, "eta_seconds": 14369.760729838163, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.25098167065130766, "fast_rcnn/fg_cls_accuracy": 0.7443671665579946, "iteration": 255559, "loss_box_reg": 0.19915857166051865, "loss_cls": 0.14341299887746572, "loss_mask": 0.20894011668860912, "loss_rpn_cls": 0.022427906398661435, "loss_rpn_loc": 0.07034895452670753, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9130085057438954, "mask_rcnn/false_negative": 0.08525971137432502, "mask_rcnn/false_positive": 0.0909466059293671, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0100252106785774, "total_loss": 0.6480938654276542}
{"data_time": 0.021210286766290665, "eta_seconds": 14360.9886803478, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2216233860941917, "fast_rcnn/fg_cls_accuracy": 0.764113107929739, "iteration": 255579, "loss_box_reg": 0.20954648405313492, "loss_cls": 0.15495528373867273, "loss_mask": 0.2275541741400957, "loss_rpn_cls": 0.024269148125313222, "loss_rpn_loc": 0.06757252919487655, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9119101691199127, "mask_rcnn/false_negative": 0.0807030789471893, "mask_rcnn/false_positive": 0.10096712828150542, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.011600898578763, "total_loss": 0.6635720154736191}
{"data_time": 0.014091307763010263, "eta_seconds": 14349.80453029275, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22575129874399946, "fast_rcnn/fg_cls_accuracy": 0.7439408099688474, "iteration": 255599, "loss_box_reg": 0.19742705393582582, "loss_cls": 0.15048918686807156, "loss_mask": 0.20441156812012196, "loss_rpn_cls": 0.026568700675852597, "loss_rpn_loc": 0.08609244477702305, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9127246089038452, "mask_rcnn/false_negative": 0.07482204671679132, "mask_rcnn/false_positive": 0.10164942228628965, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0096565964631736, "total_loss": 0.6825748996052425}
{"data_time": 0.014649801887571812, "eta_seconds": 14338.640802921727, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.21086276976222437, "fast_rcnn/fg_cls_accuracy": 0.7826451143264561, "iteration": 255619, "loss_box_reg": 0.1971393721178174, "loss_cls": 0.13285542745143175, "loss_mask": 0.21107477135956287, "loss_rpn_cls": 0.02378951557329856, "loss_rpn_loc": 0.06924493331462145, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9038923648310484, "mask_rcnn/false_negative": 0.08144617031003928, "mask_rcnn/false_positive": 0.10007438574512056, "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": 1.0325927678495646, "total_loss": 0.6616304081690032}
{"data_time": 0.026347750332206488, "eta_seconds": 14340.288026686758, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21907581325711173, "fast_rcnn/fg_cls_accuracy": 0.7563321422082248, "iteration": 255639, "loss_box_reg": 0.18753261119127274, "loss_cls": 0.14267132757231593, "loss_mask": 0.2091481052339077, "loss_rpn_cls": 0.024341108626686037, "loss_rpn_loc": 0.05891110049560666, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9027934718646271, "mask_rcnn/false_negative": 0.08400230900561108, "mask_rcnn/false_positive": 0.10557325139152114, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 1.0042551555670798, "total_loss": 0.6471902582561597}
{"data_time": 0.016058224253356457, "eta_seconds": 14348.300242172554, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2511620503024514, "fast_rcnn/fg_cls_accuracy": 0.7470786896318811, "iteration": 255659, "loss_box_reg": 0.1980004422366619, "loss_cls": 0.1473789382725954, "loss_mask": 0.20773638598620892, "loss_rpn_cls": 0.02608279895503074, "loss_rpn_loc": 0.07971959107089788, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068425454585871, "mask_rcnn/false_negative": 0.08900069113910974, "mask_rcnn/false_positive": 0.10542532034007418, "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": 1.0200113630853593, "total_loss": 0.6783966474467888}
{"data_time": 0.020690007600933313, "eta_seconds": 14283.996071778238, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2470196188866986, "fast_rcnn/fg_cls_accuracy": 0.738726012793177, "iteration": 255679, "loss_box_reg": 0.18399003520607948, "loss_cls": 0.1306617259979248, "loss_mask": 0.21769237704575062, "loss_rpn_cls": 0.02220390780712478, "loss_rpn_loc": 0.07085492624901235, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9023871333613718, "mask_rcnn/false_negative": 0.08377666271047086, "mask_rcnn/false_positive": 0.10904421569809923, "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": 1.0111266216263175, "total_loss": 0.6068950518965721}
{"data_time": 0.02349451696500182, "eta_seconds": 14294.275488285348, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.22634803921568628, "fast_rcnn/fg_cls_accuracy": 0.7521281362007168, "iteration": 255699, "loss_box_reg": 0.20151351112872362, "loss_cls": 0.14480051025748253, "loss_mask": 0.2192971520125866, "loss_rpn_cls": 0.025112838484346867, "loss_rpn_loc": 0.0670131437946111, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9098796165163316, "mask_rcnn/false_negative": 0.08049550443409108, "mask_rcnn/false_positive": 0.0898748952623164, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0139850624836981, "total_loss": 0.6467448201146908}
{"data_time": 0.014203039463609457, "eta_seconds": 14284.726592972875, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24666613395837772, "fast_rcnn/fg_cls_accuracy": 0.731688152567654, "iteration": 255719, "loss_box_reg": 0.18527856469154358, "loss_cls": 0.14110745675861835, "loss_mask": 0.2084647174924612, "loss_rpn_cls": 0.01971923344535753, "loss_rpn_loc": 0.05602121725678444, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003486696876553, "mask_rcnn/false_negative": 0.08590619304727795, "mask_rcnn/false_positive": 0.09814114612671412, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.005277160089463, "total_loss": 0.6150992059265263}
{"data_time": 0.02269656164571643, "eta_seconds": 14264.719973094761, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.21896012641204948, "fast_rcnn/fg_cls_accuracy": 0.7747534516765286, "iteration": 255739, "loss_box_reg": 0.19061902724206448, "loss_cls": 0.14941200520843267, "loss_mask": 0.20821481756865978, "loss_rpn_cls": 0.024462848552502692, "loss_rpn_loc": 0.07089812075719237, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9149892585710755, "mask_rcnn/false_negative": 0.08365906353680448, "mask_rcnn/false_positive": 0.09124375905079797, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 1.0189126217737794, "total_loss": 0.6638196083367802}
{"data_time": 0.02179458737373352, "eta_seconds": 14252.896299734712, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.24056702651713657, "fast_rcnn/fg_cls_accuracy": 0.7541138245466932, "iteration": 255759, "loss_box_reg": 0.1886392030864954, "loss_cls": 0.14047848898917437, "loss_mask": 0.21313058957457542, "loss_rpn_cls": 0.02461664378643036, "loss_rpn_loc": 0.05992300226353109, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083702479462733, "mask_rcnn/false_negative": 0.08367745350696582, "mask_rcnn/false_positive": 0.10452484529103057, "roi_head/num_bg_samples": 456.875, "roi_head/num_fg_samples": 55.125, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0216463413089514, "total_loss": 0.6353786902618594}
{"data_time": 0.01528250239789486, "eta_seconds": 14224.185247700661, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.20400219298245614, "fast_rcnn/fg_cls_accuracy": 0.7572723001543727, "iteration": 255779, "loss_box_reg": 0.18713588640093803, "loss_cls": 0.13628924638032913, "loss_mask": 0.2064628154039383, "loss_rpn_cls": 0.021299515385180712, "loss_rpn_loc": 0.06075708533171564, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9215646098948284, "mask_rcnn/false_negative": 0.08371928652773919, "mask_rcnn/false_positive": 0.09121877992573978, "roi_head/num_bg_samples": 454.125, "roi_head/num_fg_samples": 57.875, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9847164954990149, "total_loss": 0.6326214690197958}
{"data_time": 0.017906248103827238, "eta_seconds": 14194.3155198358, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23156102838233422, "fast_rcnn/fg_cls_accuracy": 0.7300019091256205, "iteration": 255799, "loss_box_reg": 0.19954300299286842, "loss_cls": 0.1365124424919486, "loss_mask": 0.21555976010859013, "loss_rpn_cls": 0.02314453510916792, "loss_rpn_loc": 0.06739719957113266, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069529081156704, "mask_rcnn/false_negative": 0.08750652419941088, "mask_rcnn/false_positive": 0.10090570943540417, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0032420041970909, "total_loss": 0.6587903415493201}
{"data_time": 0.018028517719358206, "eta_seconds": 14184.693493582308, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24425434116445355, "fast_rcnn/fg_cls_accuracy": 0.7083839457434963, "iteration": 255819, "loss_box_reg": 0.20058326935395598, "loss_cls": 0.14348394516855478, "loss_mask": 0.22166034579277039, "loss_rpn_cls": 0.026515593519434333, "loss_rpn_loc": 0.07939780759625137, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9090912574037846, "mask_rcnn/false_negative": 0.06776607137739883, "mask_rcnn/false_positive": 0.10137582800691688, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 213.375, "rpn/num_pos_anchors": 42.625, "time": 0.9868753519840539, "total_loss": 0.6625164190772921}
{"data_time": 0.015155496075749397, "eta_seconds": 14172.823848612607, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.20498369078890397, "fast_rcnn/fg_cls_accuracy": 0.7539436715073965, "iteration": 255839, "loss_box_reg": 0.20843459852039814, "loss_cls": 0.14789953362196684, "loss_mask": 0.22320166788995266, "loss_rpn_cls": 0.025978127610869706, "loss_rpn_loc": 0.06309259007684886, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063715829949055, "mask_rcnn/false_negative": 0.08536979353462285, "mask_rcnn/false_positive": 0.10763655806715802, "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": 1.0232794266194105, "total_loss": 0.6682197336340323}
{"data_time": 0.017020363360643387, "eta_seconds": 14161.069418871775, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.23434673366834172, "fast_rcnn/fg_cls_accuracy": 0.7499298166811712, "iteration": 255859, "loss_box_reg": 0.18365874607115984, "loss_cls": 0.1316432524472475, "loss_mask": 0.20961615815758705, "loss_rpn_cls": 0.021706574741983786, "loss_rpn_loc": 0.05965987779200077, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9043108168460612, "mask_rcnn/false_negative": 0.0883408754791051, "mask_rcnn/false_positive": 0.09094771501286107, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 1.00007537426427, "total_loss": 0.6015486351680011}
{"data_time": 0.019008238334208727, "eta_seconds": 14154.812281820923, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2463345462328767, "fast_rcnn/fg_cls_accuracy": 0.7064278187565859, "iteration": 255879, "loss_box_reg": 0.21152075473219156, "loss_cls": 0.15441171452403069, "loss_mask": 0.2158815786242485, "loss_rpn_cls": 0.029963182751089334, "loss_rpn_loc": 0.07566969748586416, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028109784129812, "mask_rcnn/false_negative": 0.07960057559930464, "mask_rcnn/false_positive": 0.11163607071409307, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0068765226751566, "total_loss": 0.6926856936188415}
{"data_time": 0.017139954026788473, "eta_seconds": 14147.957948315889, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2507309941520468, "fast_rcnn/fg_cls_accuracy": 0.7227833283423625, "iteration": 255899, "loss_box_reg": 0.20300644636154175, "loss_cls": 0.14848662680014968, "loss_mask": 0.22433479502797127, "loss_rpn_cls": 0.029205543105490506, "loss_rpn_loc": 0.06449983245693147, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9006963803434782, "mask_rcnn/false_negative": 0.09474693724539654, "mask_rcnn/false_positive": 0.09290724822637048, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9986832975409925, "total_loss": 0.7103300682501867}
{"data_time": 0.01371324947103858, "eta_seconds": 14110.763765573502, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.23700650825811997, "fast_rcnn/fg_cls_accuracy": 0.752190657904035, "iteration": 255919, "loss_box_reg": 0.19152531493455172, "loss_cls": 0.14345811633393168, "loss_mask": 0.2142758723348379, "loss_rpn_cls": 0.02299959771335125, "loss_rpn_loc": 0.0673124686582014, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9021063049307314, "mask_rcnn/false_negative": 0.09287661733053927, "mask_rcnn/false_positive": 0.09676696117875674, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9397623515687883, "total_loss": 0.64207898452878}
{"data_time": 0.027075997553765774, "eta_seconds": 14090.720067042857, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2527267508610792, "fast_rcnn/fg_cls_accuracy": 0.7342483167757428, "iteration": 255939, "loss_box_reg": 0.2076773690059781, "loss_cls": 0.15550366695970297, "loss_mask": 0.21471130847930908, "loss_rpn_cls": 0.027446182997664437, "loss_rpn_loc": 0.07337331282906234, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018693846869743, "mask_rcnn/false_negative": 0.09926112923130448, "mask_rcnn/false_positive": 0.10729249272222727, "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": 0.9976505856029689, "total_loss": 0.6977153079642449}
{"data_time": 0.016306776087731123, "eta_seconds": 14081.104058884084, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.1913463350292067, "fast_rcnn/fg_cls_accuracy": 0.7950997861724876, "iteration": 255959, "loss_box_reg": 0.18076603673398495, "loss_cls": 0.1428665118291974, "loss_mask": 0.2192172184586525, "loss_rpn_cls": 0.02469026605831459, "loss_rpn_loc": 0.05913142720237374, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9027292142725816, "mask_rcnn/false_negative": 0.09536031771539863, "mask_rcnn/false_positive": 0.09285684696917393, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 1.0128544396720827, "total_loss": 0.6444278771232348}
{"data_time": 0.01601878134533763, "eta_seconds": 14054.565735915676, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.18890909090909092, "fast_rcnn/fg_cls_accuracy": 0.7783636363636364, "iteration": 255979, "loss_box_reg": 0.2004432543180883, "loss_cls": 0.14407555386424065, "loss_mask": 0.20258358865976334, "loss_rpn_cls": 0.029723704792559147, "loss_rpn_loc": 0.07705102174077183, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9152043768963346, "mask_rcnn/false_negative": 0.08326930665503707, "mask_rcnn/false_positive": 0.08801440629299459, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9919548304751515, "total_loss": 0.6745376082835719}
{"data_time": 0.018165659625083208, "eta_seconds": 14021.648813039064, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.199895914650013, "fast_rcnn/fg_cls_accuracy": 0.7801587301587302, "iteration": 255999, "loss_box_reg": 0.17186472471803427, "loss_cls": 0.1281070839613676, "loss_mask": 0.20878799259662628, "loss_rpn_cls": 0.02375125902472064, "loss_rpn_loc": 0.06311814649961889, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007429874056445, "mask_rcnn/false_negative": 0.09030519799855014, "mask_rcnn/false_positive": 0.1012333579933446, "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": 0.9778064521960914, "total_loss": 0.5896422881633043}
{"data_time": 0.015073327347636223, "eta_seconds": 14001.617886163294, "fast_rcnn/cls_accuracy": 0.961181640625, "fast_rcnn/false_negative": 0.19493134677183754, "fast_rcnn/fg_cls_accuracy": 0.7850163923783555, "iteration": 256019, "loss_box_reg": 0.18987054005265236, "loss_cls": 0.14096528477966785, "loss_mask": 0.2190471664071083, "loss_rpn_cls": 0.02473988407291472, "loss_rpn_loc": 0.06003101135138422, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9128047659887282, "mask_rcnn/false_negative": 0.08811510706088399, "mask_rcnn/false_positive": 0.09555658379388626, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 1.0121769956313074, "total_loss": 0.6238314883084968}
{"data_time": 0.01568807987496257, "eta_seconds": 13972.880019862205, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22671990813237292, "fast_rcnn/fg_cls_accuracy": 0.7463461739221213, "iteration": 256039, "loss_box_reg": 0.19999811006709933, "loss_cls": 0.14893779810518026, "loss_mask": 0.21591841802001, "loss_rpn_cls": 0.024301031546201557, "loss_rpn_loc": 0.06667570699937642, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9039276632983291, "mask_rcnn/false_negative": 0.09341333426895691, "mask_rcnn/false_positive": 0.09453383035557042, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9894051388837397, "total_loss": 0.6641284100624034}
{"data_time": 0.015484399162232876, "eta_seconds": 13952.513015773147, "fast_rcnn/cls_accuracy": 0.930419921875, "fast_rcnn/false_negative": 0.24684931506849317, "fast_rcnn/fg_cls_accuracy": 0.728286045165026, "iteration": 256059, "loss_box_reg": 0.19235447980463505, "loss_cls": 0.14670786005444825, "loss_mask": 0.21364950947463512, "loss_rpn_cls": 0.023531537037342787, "loss_rpn_loc": 0.06340489070862532, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008692422186793, "mask_rcnn/false_negative": 0.09097540712431008, "mask_rcnn/false_positive": 0.10412253005597112, "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": 0.9826352004893124, "total_loss": 0.6498428591294214}
{"data_time": 0.020525673869997263, "eta_seconds": 13932.495063096285, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2334952761348798, "fast_rcnn/fg_cls_accuracy": 0.7438972111743551, "iteration": 256079, "loss_box_reg": 0.16496676672250032, "loss_cls": 0.1357292365282774, "loss_mask": 0.21607080474495888, "loss_rpn_cls": 0.026190213509835303, "loss_rpn_loc": 0.062071409076452255, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068093532108343, "mask_rcnn/false_negative": 0.08954532205365745, "mask_rcnn/false_positive": 0.09435273288950696, "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": 1.0036356071941555, "total_loss": 0.6034168424084783}
{"data_time": 0.02402103738859296, "eta_seconds": 13917.190699419007, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.24773962039734299, "fast_rcnn/fg_cls_accuracy": 0.7266091051805337, "iteration": 256099, "loss_box_reg": 0.20110460370779037, "loss_cls": 0.14803645014762878, "loss_mask": 0.2202608548104763, "loss_rpn_cls": 0.02435229258844629, "loss_rpn_loc": 0.06821451196447015, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063842035398483, "mask_rcnn/false_negative": 0.0906796507862079, "mask_rcnn/false_positive": 0.09270633080743657, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0478045800700784, "total_loss": 0.6696939349640161}
{"data_time": 0.015069165732711554, "eta_seconds": 13893.21986509487, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.21225937183383992, "fast_rcnn/fg_cls_accuracy": 0.7615343915343915, "iteration": 256119, "loss_box_reg": 0.20624227076768875, "loss_cls": 0.14139752555638552, "loss_mask": 0.21618973091244698, "loss_rpn_cls": 0.0240883473015856, "loss_rpn_loc": 0.05544910579919815, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015476319343498, "mask_rcnn/false_negative": 0.0921974026867953, "mask_rcnn/false_positive": 0.10567031649986902, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9922378654591739, "total_loss": 0.652340849977918}
{"data_time": 0.01485805306583643, "eta_seconds": 13864.587575532496, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.24039117878708322, "fast_rcnn/fg_cls_accuracy": 0.726135759123311, "iteration": 256139, "loss_box_reg": 0.19328982569277287, "loss_cls": 0.13434306997805834, "loss_mask": 0.20839911699295044, "loss_rpn_cls": 0.023129460401833057, "loss_rpn_loc": 0.06635076692327857, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041678799311288, "mask_rcnn/false_negative": 0.08487320886662653, "mask_rcnn/false_positive": 0.11225266860522343, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9693348850123584, "total_loss": 0.6367523052322213}
{"data_time": 0.015808165539056063, "eta_seconds": 13844.073405638337, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.19484884863036123, "fast_rcnn/fg_cls_accuracy": 0.7824007651841225, "iteration": 256159, "loss_box_reg": 0.18854369595646858, "loss_cls": 0.12970859231427312, "loss_mask": 0.2152652833610773, "loss_rpn_cls": 0.02530868793837726, "loss_rpn_loc": 0.07563874730840325, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9140512954083959, "mask_rcnn/false_negative": 0.07343613304523583, "mask_rcnn/false_positive": 0.0998486490033848, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0009132474660873, "total_loss": 0.6575447531649843}
{"data_time": 0.01576933590695262, "eta_seconds": 13825.44624122791, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.19304692891649414, "fast_rcnn/fg_cls_accuracy": 0.7944797782126549, "iteration": 256179, "loss_box_reg": 0.18990654777735472, "loss_cls": 0.1388820158317685, "loss_mask": 0.20487233810126781, "loss_rpn_cls": 0.021694679628126323, "loss_rpn_loc": 0.07270424673333764, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053695106218915, "mask_rcnn/false_negative": 0.08101896689996678, "mask_rcnn/false_positive": 0.10158332673293008, "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": 1.0461075291968882, "total_loss": 0.6635640354725183}
{"data_time": 0.019496272318065166, "eta_seconds": 13812.38734703511, "fast_rcnn/cls_accuracy": 0.959228515625, "fast_rcnn/false_negative": 0.19429824561403508, "fast_rcnn/fg_cls_accuracy": 0.7875398794753633, "iteration": 256199, "loss_box_reg": 0.18035969976335764, "loss_cls": 0.12787851504981518, "loss_mask": 0.21396039240062237, "loss_rpn_cls": 0.02613768877927214, "loss_rpn_loc": 0.0739091788418591, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9178335086921451, "mask_rcnn/false_negative": 0.07407821266188988, "mask_rcnn/false_positive": 0.09830414147662292, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9963325983844697, "total_loss": 0.6402616855339147}
{"data_time": 0.014083514921367168, "eta_seconds": 13784.561096020043, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.21956566653658088, "fast_rcnn/fg_cls_accuracy": 0.7731457037258098, "iteration": 256219, "loss_box_reg": 0.17709428258240223, "loss_cls": 0.130481370491907, "loss_mask": 0.21437344886362553, "loss_rpn_cls": 0.020592968081473373, "loss_rpn_loc": 0.05600875848904252, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8988634835483893, "mask_rcnn/false_negative": 0.09711852265523706, "mask_rcnn/false_positive": 0.08829909203197195, "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": 0.9957703622058034, "total_loss": 0.6234952982049435}
{"data_time": 0.015817984007298946, "eta_seconds": 13764.049859941006, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2926829268292683, "fast_rcnn/fg_cls_accuracy": 0.6862062990656697, "iteration": 256239, "loss_box_reg": 0.18903510784730315, "loss_cls": 0.13919041771441698, "loss_mask": 0.2078124899417162, "loss_rpn_cls": 0.021547779208049178, "loss_rpn_loc": 0.06779715325683355, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9029707183406164, "mask_rcnn/false_negative": 0.08913247361138588, "mask_rcnn/false_positive": 0.09816032986768178, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.9885044316761196, "total_loss": 0.6431988971307874}
{"data_time": 0.017368987202644348, "eta_seconds": 13752.333489004523, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.25381355932203387, "fast_rcnn/fg_cls_accuracy": 0.7461864406779661, "iteration": 256259, "loss_box_reg": 0.18192815221846104, "loss_cls": 0.13245894247666, "loss_mask": 0.20964284986257553, "loss_rpn_cls": 0.025113276322372258, "loss_rpn_loc": 0.05284695990849286, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9150034663143773, "mask_rcnn/false_negative": 0.06826344746124946, "mask_rcnn/false_positive": 0.09465372283484555, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 1.020527140237391, "total_loss": 0.6135372818098404}
{"data_time": 0.014298973605036736, "eta_seconds": 13732.658586855978, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24944917267896488, "fast_rcnn/fg_cls_accuracy": 0.743421052631579, "iteration": 256279, "loss_box_reg": 0.19637638982385397, "loss_cls": 0.14023339375853539, "loss_mask": 0.22451160848140717, "loss_rpn_cls": 0.021819113637320697, "loss_rpn_loc": 0.05902699346188456, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026653244825863, "mask_rcnn/false_negative": 0.07941435966035582, "mask_rcnn/false_positive": 0.1013414585156677, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 1.0059752608649433, "total_loss": 0.6516209386754781}
{"data_time": 0.017430621199309826, "eta_seconds": 13712.297583650798, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.17160219103046903, "fast_rcnn/fg_cls_accuracy": 0.803605641840936, "iteration": 256299, "loss_box_reg": 0.19899862073361874, "loss_cls": 0.14442842733114958, "loss_mask": 0.2107752114534378, "loss_rpn_cls": 0.02729841519612819, "loss_rpn_loc": 0.07324613106902689, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9048197614087786, "mask_rcnn/false_negative": 0.08645603028201465, "mask_rcnn/false_positive": 0.11006801356178689, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0010004173964262, "total_loss": 0.6684118987759575}
{"data_time": 0.021840229630470276, "eta_seconds": 13692.62168135494, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2328680727874276, "fast_rcnn/fg_cls_accuracy": 0.7236690516614116, "iteration": 256319, "loss_box_reg": 0.19330776669085026, "loss_cls": 0.15193193219602108, "loss_mask": 0.21678096614778042, "loss_rpn_cls": 0.024620996206067502, "loss_rpn_loc": 0.08088640565983951, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083025899644839, "mask_rcnn/false_negative": 0.07613521848760615, "mask_rcnn/false_positive": 0.10113279556113952, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.969456335529685, "total_loss": 0.6964196741464548}
{"data_time": 0.01722932979464531, "eta_seconds": 13674.99350191094, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22568972411035587, "fast_rcnn/fg_cls_accuracy": 0.7472022690137805, "iteration": 256339, "loss_box_reg": 0.1975551787763834, "loss_cls": 0.151913870126009, "loss_mask": 0.21802449598908424, "loss_rpn_cls": 0.02811433281749487, "loss_rpn_loc": 0.06829757266677916, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9171982097901121, "mask_rcnn/false_negative": 0.08202696030290824, "mask_rcnn/false_positive": 0.09583254621376538, "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": 1.022626128513366, "total_loss": 0.6561102826381102}
{"data_time": 0.0184822091832757, "eta_seconds": 13670.600097849965, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.22891215823152994, "fast_rcnn/fg_cls_accuracy": 0.7496906235126131, "iteration": 256359, "loss_box_reg": 0.1802291600033641, "loss_cls": 0.1250172257423401, "loss_mask": 0.20927809551358223, "loss_rpn_cls": 0.020538961864076555, "loss_rpn_loc": 0.06859264918603003, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111906892855783, "mask_rcnn/false_negative": 0.08413925346485596, "mask_rcnn/false_positive": 0.0921216301872769, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0086116837337613, "total_loss": 0.6229649381712079}
{"data_time": 0.02299928292632103, "eta_seconds": 13650.5552296713, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.21979966111830956, "fast_rcnn/fg_cls_accuracy": 0.761325782811459, "iteration": 256379, "loss_box_reg": 0.19152479618787766, "loss_cls": 0.13983875000849366, "loss_mask": 0.2120066750794649, "loss_rpn_cls": 0.02289341134019196, "loss_rpn_loc": 0.05126776616089046, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909514178725704, "mask_rcnn/false_negative": 0.08402620177267031, "mask_rcnn/false_positive": 0.09457356588907054, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 234.375, "rpn/num_pos_anchors": 21.625, "time": 1.0410725208930671, "total_loss": 0.6035456167592201}
{"data_time": 0.014707915019243956, "eta_seconds": 13627.474565058947, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.21669158806839967, "fast_rcnn/fg_cls_accuracy": 0.7690239867659223, "iteration": 256399, "loss_box_reg": 0.18723033368587494, "loss_cls": 0.12843647552654147, "loss_mask": 0.2076226007193327, "loss_rpn_cls": 0.02514328481629491, "loss_rpn_loc": 0.0649011330679059, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9038807407668412, "mask_rcnn/false_negative": 0.08168950973387759, "mask_rcnn/false_positive": 0.09710156441121831, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9775829524733126, "total_loss": 0.6211715624085627}
{"data_time": 0.013214247766882181, "eta_seconds": 13611.35781519115, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2300397387521781, "fast_rcnn/fg_cls_accuracy": 0.7388939370992983, "iteration": 256419, "loss_box_reg": 0.18968313094228506, "loss_cls": 0.1353647094219923, "loss_mask": 0.2150773871690035, "loss_rpn_cls": 0.0217251218855381, "loss_rpn_loc": 0.04426596057601273, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007514895374704, "mask_rcnn/false_negative": 0.09525458986430933, "mask_rcnn/false_positive": 0.09464957629339277, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0115753719583154, "total_loss": 0.6019760842609685}
{"data_time": 0.02194848982617259, "eta_seconds": 13581.7148431018, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20849686120601219, "fast_rcnn/fg_cls_accuracy": 0.7794336339186838, "iteration": 256439, "loss_box_reg": 0.20086931064724922, "loss_cls": 0.14543900650460273, "loss_mask": 0.21365625504404306, "loss_rpn_cls": 0.022820324636995792, "loss_rpn_loc": 0.07384319989068899, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9158249502124669, "mask_rcnn/false_negative": 0.07061892929235578, "mask_rcnn/false_positive": 0.09363094276456863, "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": 1.0004508327692747, "total_loss": 0.6720168073079549}
{"data_time": 0.017496634740382433, "eta_seconds": 13552.492512101308, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2208138485519731, "fast_rcnn/fg_cls_accuracy": 0.76925096398392, "iteration": 256459, "loss_box_reg": 0.19300001114606857, "loss_cls": 0.14444166095927358, "loss_mask": 0.20361099019646645, "loss_rpn_cls": 0.02088811865542084, "loss_rpn_loc": 0.058732392149977386, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081425673046022, "mask_rcnn/false_negative": 0.08214996895360581, "mask_rcnn/false_positive": 0.09680800268959183, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.995277305599302, "total_loss": 0.6333357282856014}
{"data_time": 0.015180186834186316, "eta_seconds": 13532.87698674947, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.225113858165257, "fast_rcnn/fg_cls_accuracy": 0.7629084334237375, "iteration": 256479, "loss_box_reg": 0.17131971288472414, "loss_cls": 0.1264918139204383, "loss_mask": 0.20352990739047527, "loss_rpn_cls": 0.02002595301019028, "loss_rpn_loc": 0.06124102522153407, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9177584713130535, "mask_rcnn/false_negative": 0.07878967697010131, "mask_rcnn/false_positive": 0.09073593505444165, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9859429369680583, "total_loss": 0.5900006013980601}
{"data_time": 0.014147624839097261, "eta_seconds": 13521.618759725243, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.19435550082101807, "fast_rcnn/fg_cls_accuracy": 0.7714407502131286, "iteration": 256499, "loss_box_reg": 0.1955904308706522, "loss_cls": 0.14642498083412647, "loss_mask": 0.21520205400884151, "loss_rpn_cls": 0.027878784341737628, "loss_rpn_loc": 0.06145334476605058, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.907948000628823, "mask_rcnn/false_negative": 0.08519389471034616, "mask_rcnn/false_positive": 0.10525815833192738, "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": 1.0100931851193309, "total_loss": 0.6803573877550662}
{"data_time": 0.0150993587449193, "eta_seconds": 13519.372030980885, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2316317415416682, "fast_rcnn/fg_cls_accuracy": 0.760929218173205, "iteration": 256519, "loss_box_reg": 0.21912562660872936, "loss_cls": 0.1492363754659891, "loss_mask": 0.21795479767024517, "loss_rpn_cls": 0.030719816917553544, "loss_rpn_loc": 0.06923261005431414, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8931433295293845, "mask_rcnn/false_negative": 0.09148713892339852, "mask_rcnn/false_positive": 0.1198719941123379, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.01299437135458, "total_loss": 0.697177518857643}
{"data_time": 0.01612233044579625, "eta_seconds": 13493.381687225774, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24824200913242012, "fast_rcnn/fg_cls_accuracy": 0.7114852643898287, "iteration": 256539, "loss_box_reg": 0.195612084120512, "loss_cls": 0.1436349954456091, "loss_mask": 0.21795226074755192, "loss_rpn_cls": 0.024175822269171476, "loss_rpn_loc": 0.06636715726926923, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9078230797585551, "mask_rcnn/false_negative": 0.07776292133073187, "mask_rcnn/false_positive": 0.11803085668053348, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9969508964568377, "total_loss": 0.6531946194591001}
{"data_time": 0.017809043638408184, "eta_seconds": 13473.33208590746, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2090877782532013, "fast_rcnn/fg_cls_accuracy": 0.7876665866563697, "iteration": 256559, "loss_box_reg": 0.18841832410544157, "loss_cls": 0.1346051818691194, "loss_mask": 0.20994910597801208, "loss_rpn_cls": 0.026213229983113706, "loss_rpn_loc": 0.06586072803474963, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9145303385991311, "mask_rcnn/false_negative": 0.08803186666364846, "mask_rcnn/false_positive": 0.09116554954169614, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0133918672800064, "total_loss": 0.6168862855411135}
{"data_time": 0.014796171803027391, "eta_seconds": 13445.20395802334, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.24263096064505793, "fast_rcnn/fg_cls_accuracy": 0.7442698846387371, "iteration": 256579, "loss_box_reg": 0.20347680244594812, "loss_cls": 0.14056075690314174, "loss_mask": 0.2340025044977665, "loss_rpn_cls": 0.02851765719242394, "loss_rpn_loc": 0.07798480766359717, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9067274495558264, "mask_rcnn/false_negative": 0.07979879213104764, "mask_rcnn/false_positive": 0.10665794653842692, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.010341219138354, "total_loss": 0.66844954926637}
{"data_time": 0.020632923115044832, "eta_seconds": 13428.157548606396, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.21852570992684026, "fast_rcnn/fg_cls_accuracy": 0.7573737373737374, "iteration": 256599, "loss_box_reg": 0.20579829812049866, "loss_cls": 0.14757820777595043, "loss_mask": 0.21418986842036247, "loss_rpn_cls": 0.022237070254050195, "loss_rpn_loc": 0.06530560657847673, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9103151592156015, "mask_rcnn/false_negative": 0.08071886859622018, "mask_rcnn/false_positive": 0.09427382172717166, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 1.0222695763222873, "total_loss": 0.676902048784541}
{"data_time": 0.013819879852235317, "eta_seconds": 13395.297926869243, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22101668812643593, "fast_rcnn/fg_cls_accuracy": 0.7560986247201466, "iteration": 256619, "loss_box_reg": 0.18883364461362362, "loss_cls": 0.13536036852747202, "loss_mask": 0.21541626006364822, "loss_rpn_cls": 0.023523162642959505, "loss_rpn_loc": 0.07410411676391959, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9148483335557284, "mask_rcnn/false_negative": 0.08015252338105706, "mask_rcnn/false_positive": 0.09452074094238402, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9825462503358722, "total_loss": 0.6501390136545524}
{"data_time": 0.019828530494123697, "eta_seconds": 13375.275060012937, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.21179311031461567, "fast_rcnn/fg_cls_accuracy": 0.7856867283950617, "iteration": 256639, "loss_box_reg": 0.19863460958003998, "loss_cls": 0.14309533219784498, "loss_mask": 0.21586186438798904, "loss_rpn_cls": 0.021539053719607182, "loss_rpn_loc": 0.05494212149642408, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9149574941567025, "mask_rcnn/false_negative": 0.08307701513993276, "mask_rcnn/false_positive": 0.08970930824575421, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.023970736656338, "total_loss": 0.6423147484310903}
{"data_time": 0.02254852233454585, "eta_seconds": 13345.580635042861, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2347560975609756, "fast_rcnn/fg_cls_accuracy": 0.7437408208844973, "iteration": 256659, "loss_box_reg": 0.21289547625929117, "loss_cls": 0.14729943173006177, "loss_mask": 0.21562502719461918, "loss_rpn_cls": 0.023619784507900476, "loss_rpn_loc": 0.07241346081718802, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015789437630748, "mask_rcnn/false_negative": 0.07238790974909237, "mask_rcnn/false_positive": 0.10788833928696115, "roi_head/num_bg_samples": 435.625, "roi_head/num_fg_samples": 76.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9950842116959393, "total_loss": 0.6904209634521976}
{"data_time": 0.01978442957624793, "eta_seconds": 13324.731907881796, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.24734132501597084, "fast_rcnn/fg_cls_accuracy": 0.7260474997543963, "iteration": 256679, "loss_box_reg": 0.18571662437170744, "loss_cls": 0.1446244791150093, "loss_mask": 0.2134329341351986, "loss_rpn_cls": 0.02409479967172956, "loss_rpn_loc": 0.058335694251582026, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9103653624716459, "mask_rcnn/false_negative": 0.08314998253437919, "mask_rcnn/false_positive": 0.08880400945669539, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9864836577326059, "total_loss": 0.604940318968147}
{"data_time": 0.016865407582372427, "eta_seconds": 13304.724802915007, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22756469931111523, "fast_rcnn/fg_cls_accuracy": 0.754484364960377, "iteration": 256699, "loss_box_reg": 0.18382000271230936, "loss_cls": 0.13224840303882957, "loss_mask": 0.20991990715265274, "loss_rpn_cls": 0.0218160959193483, "loss_rpn_loc": 0.05351096001686528, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068161855151651, "mask_rcnn/false_negative": 0.0766286007360393, "mask_rcnn/false_positive": 0.10996221916898803, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0055977748706937, "total_loss": 0.6189228248549625}
{"data_time": 0.01345139928162098, "eta_seconds": 13280.498799979687, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2075917129285183, "fast_rcnn/fg_cls_accuracy": 0.7770753998476772, "iteration": 256719, "loss_box_reg": 0.1941543910652399, "loss_cls": 0.14564734417945147, "loss_mask": 0.2138423826545477, "loss_rpn_cls": 0.021843410562723875, "loss_rpn_loc": 0.06739018578082323, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063393488583552, "mask_rcnn/false_negative": 0.08043720169208682, "mask_rcnn/false_positive": 0.10047150445603854, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9875880284234881, "total_loss": 0.6414023281540722}
{"data_time": 0.019677537959069014, "eta_seconds": 13259.491800069809, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24347158218125958, "fast_rcnn/fg_cls_accuracy": 0.7533538146441372, "iteration": 256739, "loss_box_reg": 0.2014610981568694, "loss_cls": 0.1542192529886961, "loss_mask": 0.21745640225708485, "loss_rpn_cls": 0.02698536781826988, "loss_rpn_loc": 0.06781931221485138, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8997534931694197, "mask_rcnn/false_negative": 0.09128288634020855, "mask_rcnn/false_positive": 0.10767141476576694, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.018403710797429, "total_loss": 0.7049701715586707}
{"data_time": 0.015365953091531992, "eta_seconds": 13239.106929767877, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2424743892828999, "fast_rcnn/fg_cls_accuracy": 0.7130301315360739, "iteration": 256759, "loss_box_reg": 0.1908914465457201, "loss_cls": 0.13665918353945017, "loss_mask": 0.22477410547435284, "loss_rpn_cls": 0.02289303857833147, "loss_rpn_loc": 0.07218825211748481, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057807276228569, "mask_rcnn/false_negative": 0.08402675898359005, "mask_rcnn/false_positive": 0.10982434950943107, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 1.0045863445848227, "total_loss": 0.6441261894069612}
{"data_time": 0.015154681168496609, "eta_seconds": 13219.108278816566, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22990975504941985, "fast_rcnn/fg_cls_accuracy": 0.7603089979327603, "iteration": 256779, "loss_box_reg": 0.18509561568498611, "loss_cls": 0.13722528237849474, "loss_mask": 0.21348613314330578, "loss_rpn_cls": 0.026920069591142237, "loss_rpn_loc": 0.0667541422881186, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9044434629810052, "mask_rcnn/false_negative": 0.08268623903547026, "mask_rcnn/false_positive": 0.10362590759288309, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 212.375, "rpn/num_pos_anchors": 43.625, "time": 0.9593456131406128, "total_loss": 0.6280631705885753}
{"data_time": 0.017120004631578922, "eta_seconds": 13201.666851527989, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2218475073313783, "fast_rcnn/fg_cls_accuracy": 0.7653739277516007, "iteration": 256799, "loss_box_reg": 0.20395774766802788, "loss_cls": 0.1492676828056574, "loss_mask": 0.2202133759856224, "loss_rpn_cls": 0.0246879254700616, "loss_rpn_loc": 0.05570978717878461, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9027901408602779, "mask_rcnn/false_negative": 0.08746411477374477, "mask_rcnn/false_positive": 0.10524293056696257, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0280683748424053, "total_loss": 0.6739297476015054}
{"data_time": 0.0164591739885509, "eta_seconds": 13188.817477934062, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22378048780487805, "fast_rcnn/fg_cls_accuracy": 0.753760162601626, "iteration": 256819, "loss_box_reg": 0.19704329036176205, "loss_cls": 0.13867951277643442, "loss_mask": 0.2189763430505991, "loss_rpn_cls": 0.024458188039716333, "loss_rpn_loc": 0.08057093247771263, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9073056682512363, "mask_rcnn/false_negative": 0.07214618098104011, "mask_rcnn/false_positive": 0.10532441099937581, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.0284142941236496, "total_loss": 0.6503974521765485}
{"data_time": 0.021060992032289505, "eta_seconds": 13159.112325962633, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23392732822792267, "fast_rcnn/fg_cls_accuracy": 0.7409453864353313, "iteration": 256839, "loss_box_reg": 0.18486666586250067, "loss_cls": 0.119744632858783, "loss_mask": 0.20016906410455704, "loss_rpn_cls": 0.019720258460438345, "loss_rpn_loc": 0.06319860881194472, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049616139831327, "mask_rcnn/false_negative": 0.08800874349951275, "mask_rcnn/false_positive": 0.1002010159008562, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9825917663984001, "total_loss": 0.564181478926912}
{"data_time": 0.029913104604929686, "eta_seconds": 13134.118827749044, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.23821469411092053, "fast_rcnn/fg_cls_accuracy": 0.7482990735379271, "iteration": 256859, "loss_box_reg": 0.18128053192049265, "loss_cls": 0.1343885906971991, "loss_mask": 0.20210188440978527, "loss_rpn_cls": 0.020579708099830896, "loss_rpn_loc": 0.058715561986900866, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9098727689084899, "mask_rcnn/false_negative": 0.07916616052696535, "mask_rcnn/false_positive": 0.09969426826473726, "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": 0.9891404220834374, "total_loss": 0.6101439218618907}
{"data_time": 0.015881007071584463, "eta_seconds": 13106.852083653212, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23153126244524092, "fast_rcnn/fg_cls_accuracy": 0.7490687526607067, "iteration": 256879, "loss_box_reg": 0.1768319820985198, "loss_cls": 0.1318630580790341, "loss_mask": 0.21856791526079178, "loss_rpn_cls": 0.020935617856594035, "loss_rpn_loc": 0.06897888868115842, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8989974291603433, "mask_rcnn/false_negative": 0.09518623760227271, "mask_rcnn/false_positive": 0.10767790916635091, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9970102543011308, "total_loss": 0.6435458284104243}
{"data_time": 0.014266759157180786, "eta_seconds": 13098.154883738607, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.20408474106895597, "fast_rcnn/fg_cls_accuracy": 0.7683518705763397, "iteration": 256899, "loss_box_reg": 0.1874738484621048, "loss_cls": 0.13915989408269525, "loss_mask": 0.2031751051545143, "loss_rpn_cls": 0.025372685136971995, "loss_rpn_loc": 0.06292219931492582, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9200540602714515, "mask_rcnn/false_negative": 0.07365396145942382, "mask_rcnn/false_positive": 0.09058364545339605, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.0375780016183853, "total_loss": 0.6537746748654172}
{"data_time": 0.020647550467401743, "eta_seconds": 13089.092377703637, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24317429674572533, "fast_rcnn/fg_cls_accuracy": 0.7285169101197526, "iteration": 256919, "loss_box_reg": 0.17272191122174263, "loss_cls": 0.13150297570973635, "loss_mask": 0.21185612305998802, "loss_rpn_cls": 0.01966962090227753, "loss_rpn_loc": 0.05908451887080446, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020992352122605, "mask_rcnn/false_negative": 0.08882609500127847, "mask_rcnn/false_positive": 0.10987881953376447, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.00744552584365, "total_loss": 0.5857246313244104}
{"data_time": 0.013882560655474663, "eta_seconds": 13072.599106822163, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.22958029884861822, "fast_rcnn/fg_cls_accuracy": 0.7684847581224501, "iteration": 256939, "loss_box_reg": 0.21658152155578136, "loss_cls": 0.15779195819050074, "loss_mask": 0.22203470394015312, "loss_rpn_cls": 0.022077367349993438, "loss_rpn_loc": 0.06542942032683641, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020737410607743, "mask_rcnn/false_negative": 0.08710623893467664, "mask_rcnn/false_positive": 0.10874755532755637, "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": 1.0096284965984523, "total_loss": 0.6873221907881089}
{"data_time": 0.012927278876304626, "eta_seconds": 13040.489785522223, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24456166094905707, "fast_rcnn/fg_cls_accuracy": 0.7288568257491675, "iteration": 256959, "loss_box_reg": 0.2006660085171461, "loss_cls": 0.14875948801636696, "loss_mask": 0.22243462316691875, "loss_rpn_cls": 0.02062106051016599, "loss_rpn_loc": 0.060429542791098356, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9109338581912823, "mask_rcnn/false_negative": 0.07282177891993827, "mask_rcnn/false_positive": 0.10231234843508102, "roi_head/num_bg_samples": 450.625, "roi_head/num_fg_samples": 61.375, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9674512473866343, "total_loss": 0.6477804542519152}
{"data_time": 0.01738632656633854, "eta_seconds": 13021.644121734425, "fast_rcnn/cls_accuracy": 0.930908203125, "fast_rcnn/false_negative": 0.25286232614392257, "fast_rcnn/fg_cls_accuracy": 0.7329743303571429, "iteration": 256979, "loss_box_reg": 0.22846864443272352, "loss_cls": 0.15154746547341347, "loss_mask": 0.22718224115669727, "loss_rpn_cls": 0.026907350984402, "loss_rpn_loc": 0.06719239056110382, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904867030653725, "mask_rcnn/false_negative": 0.09478354232363093, "mask_rcnn/false_positive": 0.10720462689929336, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9967818926088512, "total_loss": 0.7107727879774757}
{"data_time": 0.019704635720700026, "eta_seconds": 13010.686256922781, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2321623731459797, "fast_rcnn/fg_cls_accuracy": 0.7502338249653117, "iteration": 256999, "loss_box_reg": 0.18902320135384798, "loss_cls": 0.13917010556906462, "loss_mask": 0.21174345538020134, "loss_rpn_cls": 0.020996103761717677, "loss_rpn_loc": 0.045523713110014796, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.906072567443309, "mask_rcnn/false_negative": 0.07883659038111995, "mask_rcnn/false_positive": 0.10182340208551453, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 1.0205965866334736, "total_loss": 0.6210961735923775}
{"data_time": 0.01442978298291564, "eta_seconds": 12990.669816527516, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.25148196873548984, "fast_rcnn/fg_cls_accuracy": 0.7387981736573286, "iteration": 257019, "loss_box_reg": 0.19893962237983942, "loss_cls": 0.15316832438111305, "loss_mask": 0.216711038723588, "loss_rpn_cls": 0.021955623931717128, "loss_rpn_loc": 0.05820468353340402, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9102215480617437, "mask_rcnn/false_negative": 0.08256450473441573, "mask_rcnn/false_positive": 0.10656893320518789, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.002001516520977, "total_loss": 0.6384341003140435}
{"data_time": 0.021722388919442892, "eta_seconds": 12973.744192197919, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2405195800896438, "fast_rcnn/fg_cls_accuracy": 0.743490554312702, "iteration": 257039, "loss_box_reg": 0.1971407737582922, "loss_cls": 0.14399143680930138, "loss_mask": 0.21008922532200813, "loss_rpn_cls": 0.022179236286319792, "loss_rpn_loc": 0.0661259745247662, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063074898979893, "mask_rcnn/false_negative": 0.0773747491424561, "mask_rcnn/false_positive": 0.11122980955217668, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 1.003797153942287, "total_loss": 0.6352858767786529}
{"data_time": 0.018664798699319363, "eta_seconds": 12958.085780683905, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.2536795007653362, "fast_rcnn/fg_cls_accuracy": 0.7334627363249551, "iteration": 257059, "loss_box_reg": 0.19363887421786785, "loss_cls": 0.13979420252144337, "loss_mask": 0.22792872786521912, "loss_rpn_cls": 0.01930808089673519, "loss_rpn_loc": 0.05278061283752322, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9096452020617949, "mask_rcnn/false_negative": 0.0840088409759677, "mask_rcnn/false_positive": 0.10028879601694685, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 1.012726737651974, "total_loss": 0.6380381184862927}
{"data_time": 0.022327158600091934, "eta_seconds": 12938.05782739073, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.23680593732820232, "fast_rcnn/fg_cls_accuracy": 0.7573117097306212, "iteration": 257079, "loss_box_reg": 0.1980855641886592, "loss_cls": 0.13136651366949081, "loss_mask": 0.21534962952136993, "loss_rpn_cls": 0.02289814513642341, "loss_rpn_loc": 0.059396431664936244, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9073630558183539, "mask_rcnn/false_negative": 0.0933869379974695, "mask_rcnn/false_positive": 0.08667204567789599, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.999870415776968, "total_loss": 0.6487863990478218}
{"data_time": 0.026865060441195965, "eta_seconds": 12907.772550964728, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23819548872180452, "fast_rcnn/fg_cls_accuracy": 0.7429459241323648, "iteration": 257099, "loss_box_reg": 0.1757083162665367, "loss_cls": 0.13877003733068705, "loss_mask": 0.1967853084206581, "loss_rpn_cls": 0.02059500740142539, "loss_rpn_loc": 0.06304937938693911, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9161023282091434, "mask_rcnn/false_negative": 0.08306737626984462, "mask_rcnn/false_positive": 0.08494327919685675, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.0057646441273391, "total_loss": 0.6070844668429345}
{"data_time": 0.016799238044768572, "eta_seconds": 12885.388199351728, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23570532915360504, "fast_rcnn/fg_cls_accuracy": 0.7525210437710437, "iteration": 257119, "loss_box_reg": 0.18450800515711308, "loss_cls": 0.1392558857332915, "loss_mask": 0.20884343050420284, "loss_rpn_cls": 0.021244593372102827, "loss_rpn_loc": 0.051531418110243976, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9192646320655433, "mask_rcnn/false_negative": 0.08120089347454948, "mask_rcnn/false_positive": 0.07972418264112999, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9826072268188, "total_loss": 0.6258145872561727}
{"data_time": 0.022364345844835043, "eta_seconds": 12878.098813761026, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.17275109075752162, "fast_rcnn/fg_cls_accuracy": 0.811226032782919, "iteration": 257139, "loss_box_reg": 0.18414559308439493, "loss_cls": 0.13750076107680798, "loss_mask": 0.20838969200849533, "loss_rpn_cls": 0.01869010296650231, "loss_rpn_loc": 0.0567676208447665, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9087921334536923, "mask_rcnn/false_negative": 0.08349765100331483, "mask_rcnn/false_positive": 0.1112872115024019, "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": 1.0185034601017833, "total_loss": 0.6059920299449004}
{"data_time": 0.015715936198830605, "eta_seconds": 12858.00063919276, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.20000452447742284, "fast_rcnn/fg_cls_accuracy": 0.7646787389005287, "iteration": 257159, "loss_box_reg": 0.1824608575552702, "loss_cls": 0.14046673942357302, "loss_mask": 0.21096936985850334, "loss_rpn_cls": 0.02250657230615616, "loss_rpn_loc": 0.06491236411966383, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111144226694298, "mask_rcnn/false_negative": 0.07985114519348, "mask_rcnn/false_positive": 0.09877002053549937, "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": 1.0003448170609772, "total_loss": 0.6063526812795317}
{"data_time": 0.013771723490208387, "eta_seconds": 12825.825613541529, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.24229044014578077, "fast_rcnn/fg_cls_accuracy": 0.7363950767978842, "iteration": 257179, "loss_box_reg": 0.2123689241707325, "loss_cls": 0.15863139368593693, "loss_mask": 0.21864622458815575, "loss_rpn_cls": 0.03009079920593649, "loss_rpn_loc": 0.06869332958012819, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9145223728512043, "mask_rcnn/false_negative": 0.0815556933478314, "mask_rcnn/false_positive": 0.08561692505154603, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9870224967598915, "total_loss": 0.7114795548841357}
{"data_time": 0.01440334739163518, "eta_seconds": 12807.712298631668, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.23208130799823243, "fast_rcnn/fg_cls_accuracy": 0.7222729578893963, "iteration": 257199, "loss_box_reg": 0.18955662194639444, "loss_cls": 0.13344369223341346, "loss_mask": 0.21268890611827374, "loss_rpn_cls": 0.019717493909411132, "loss_rpn_loc": 0.07186411251313984, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9143465660963356, "mask_rcnn/false_negative": 0.07378288284725884, "mask_rcnn/false_positive": 0.10181869177800842, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9978405893780291, "total_loss": 0.6366479870630428}
{"data_time": 0.014332061167806387, "eta_seconds": 12785.807436900213, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2542625745950554, "fast_rcnn/fg_cls_accuracy": 0.7219847941856181, "iteration": 257219, "loss_box_reg": 0.1849128445610404, "loss_cls": 0.13256155652925372, "loss_mask": 0.20953261852264404, "loss_rpn_cls": 0.02041697464301251, "loss_rpn_loc": 0.05890290951356292, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9052237391087996, "mask_rcnn/false_negative": 0.08239794317062155, "mask_rcnn/false_positive": 0.1068809665724887, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.99358374113217, "total_loss": 0.6242544287233613}
{"data_time": 0.021980402525514364, "eta_seconds": 12765.798348579556, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.20150395581430064, "fast_rcnn/fg_cls_accuracy": 0.7677521008403362, "iteration": 257239, "loss_box_reg": 0.18236753530800343, "loss_cls": 0.13031609309837222, "loss_mask": 0.21420309133827686, "loss_rpn_cls": 0.02354845660738647, "loss_rpn_loc": 0.06995987670961767, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9171840520702736, "mask_rcnn/false_negative": 0.07197173991308883, "mask_rcnn/false_positive": 0.09048718559051053, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9891136074438691, "total_loss": 0.6364756308903452}
{"data_time": 0.024329409934580326, "eta_seconds": 12742.881806977093, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.21293403354827273, "fast_rcnn/fg_cls_accuracy": 0.76346282738709, "iteration": 257259, "loss_box_reg": 0.1772762145847082, "loss_cls": 0.13486304599791765, "loss_mask": 0.21287267468869686, "loss_rpn_cls": 0.01994180423207581, "loss_rpn_loc": 0.06594001362100244, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055828347798194, "mask_rcnn/false_negative": 0.08636435441071993, "mask_rcnn/false_positive": 0.09273195613552726, "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": 0.9930032640695572, "total_loss": 0.6220382267492823}
{"data_time": 0.01841384405270219, "eta_seconds": 12722.877282947302, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23316566894548546, "fast_rcnn/fg_cls_accuracy": 0.7379343629343629, "iteration": 257279, "loss_box_reg": 0.18876835331320763, "loss_cls": 0.1451115736272186, "loss_mask": 0.21534076146781445, "loss_rpn_cls": 0.0277878096094355, "loss_rpn_loc": 0.0684929225826636, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9088952792101661, "mask_rcnn/false_negative": 0.08470989701110426, "mask_rcnn/false_positive": 0.0941366497964782, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0058692814782262, "total_loss": 0.6549074684153311}
{"data_time": 0.015602702740579844, "eta_seconds": 12706.751454202458, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23292260300346554, "fast_rcnn/fg_cls_accuracy": 0.7433962264150944, "iteration": 257299, "loss_box_reg": 0.19893001671880484, "loss_cls": 0.14191430620849133, "loss_mask": 0.20548437722027302, "loss_rpn_cls": 0.02669829409569502, "loss_rpn_loc": 0.079755122307688, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9121901752511701, "mask_rcnn/false_negative": 0.08846057011536626, "mask_rcnn/false_positive": 0.09903429258756496, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0267222640104592, "total_loss": 0.6705306236981414}
{"data_time": 0.012628774624317884, "eta_seconds": 12694.413918927312, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2530523463129368, "fast_rcnn/fg_cls_accuracy": 0.7313436029097133, "iteration": 257319, "loss_box_reg": 0.18204825930297375, "loss_cls": 0.13412313302978873, "loss_mask": 0.22683820687234402, "loss_rpn_cls": 0.020869904896244407, "loss_rpn_loc": 0.06054214760661125, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9022967242645645, "mask_rcnn/false_negative": 0.08501970148074905, "mask_rcnn/false_positive": 0.11377358172098814, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0082310135476291, "total_loss": 0.6494717844761908}
{"data_time": 0.017029965296387672, "eta_seconds": 12677.695189174265, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2653666427030913, "fast_rcnn/fg_cls_accuracy": 0.7200436137071651, "iteration": 257339, "loss_box_reg": 0.19742400385439396, "loss_cls": 0.14403304923325777, "loss_mask": 0.22040417045354843, "loss_rpn_cls": 0.02603765018284321, "loss_rpn_loc": 0.06460000807419419, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9012144997766766, "mask_rcnn/false_negative": 0.08972845395826701, "mask_rcnn/false_positive": 0.10486177847182096, "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": 1.0347748189233243, "total_loss": 0.6578101985505782}
{"data_time": 0.018456574995070696, "eta_seconds": 12656.175844594836, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.28007144858503785, "fast_rcnn/fg_cls_accuracy": 0.7114883720930232, "iteration": 257359, "loss_box_reg": 0.20177005417644978, "loss_cls": 0.14470220915973186, "loss_mask": 0.22558858059346676, "loss_rpn_cls": 0.023472230415791273, "loss_rpn_loc": 0.07813829858787358, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9022096350930631, "mask_rcnn/false_negative": 0.08895463611088344, "mask_rcnn/false_positive": 0.09585413696192938, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 1.0004151402972639, "total_loss": 0.6763148927129805}
{"data_time": 0.020030858926475048, "eta_seconds": 12634.345714263618, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21436707856905973, "fast_rcnn/fg_cls_accuracy": 0.7629012807717898, "iteration": 257379, "loss_box_reg": 0.18642624840140343, "loss_cls": 0.1331603741273284, "loss_mask": 0.21167777478694916, "loss_rpn_cls": 0.023055171011947095, "loss_rpn_loc": 0.05837349849753082, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9061107267578425, "mask_rcnn/false_negative": 0.09293464414797951, "mask_rcnn/false_positive": 0.09066398337709997, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0070718014612794, "total_loss": 0.6154599238070659}
{"data_time": 0.01669846661388874, "eta_seconds": 12620.235583931208, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.23600454674623472, "fast_rcnn/fg_cls_accuracy": 0.7600738846263142, "iteration": 257399, "loss_box_reg": 0.19473988562822342, "loss_cls": 0.13669334258884192, "loss_mask": 0.20831236243247986, "loss_rpn_cls": 0.024368011858314276, "loss_rpn_loc": 0.06185021856799722, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9203720049733308, "mask_rcnn/false_negative": 0.07520365012101937, "mask_rcnn/false_positive": 0.08318631498893297, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 1.0048494669608772, "total_loss": 0.6225123085896485}
{"data_time": 0.01415602071210742, "eta_seconds": 12591.546161295846, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.21321727290410425, "fast_rcnn/fg_cls_accuracy": 0.7597085912728371, "iteration": 257419, "loss_box_reg": 0.2093446310609579, "loss_cls": 0.15077719325199723, "loss_mask": 0.22343533113598824, "loss_rpn_cls": 0.02840217901393771, "loss_rpn_loc": 0.06947654811665416, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9017784413040344, "mask_rcnn/false_negative": 0.0869621720508025, "mask_rcnn/false_positive": 0.10201304053624036, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9553166078403592, "total_loss": 0.7107988300267607}
{"data_time": 0.013453396502882242, "eta_seconds": 12571.677724793553, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.23529379231007477, "fast_rcnn/fg_cls_accuracy": 0.7574056457678864, "iteration": 257439, "loss_box_reg": 0.20608496852219105, "loss_cls": 0.14887122996151447, "loss_mask": 0.2242221087217331, "loss_rpn_cls": 0.026010017725639045, "loss_rpn_loc": 0.0635976466583088, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8971341334281949, "mask_rcnn/false_negative": 0.09307370408488189, "mask_rcnn/false_positive": 0.10150307440480305, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9995197840034962, "total_loss": 0.6633554568397813}
{"data_time": 0.014504564460366964, "eta_seconds": 12562.232330907136, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2308659235004844, "fast_rcnn/fg_cls_accuracy": 0.7523586495046837, "iteration": 257459, "loss_box_reg": 0.18777087796479464, "loss_cls": 0.13667187187820673, "loss_mask": 0.2112638782709837, "loss_rpn_cls": 0.021858629072085023, "loss_rpn_loc": 0.06107844552025199, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9093988178809608, "mask_rcnn/false_negative": 0.08657852737516011, "mask_rcnn/false_positive": 0.09046166156375349, "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": 1.0238129128701985, "total_loss": 0.6154945343441796}
{"data_time": 0.01737528247758746, "eta_seconds": 12544.05349638313, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2407769914169553, "fast_rcnn/fg_cls_accuracy": 0.7338835509567216, "iteration": 257479, "loss_box_reg": 0.20007136184722185, "loss_cls": 0.14872604049742222, "loss_mask": 0.20866306126117706, "loss_rpn_cls": 0.027713957242667675, "loss_rpn_loc": 0.0758085033739917, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9059586298649216, "mask_rcnn/false_negative": 0.08005551589798438, "mask_rcnn/false_positive": 0.09002928903195467, "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": 1.0111993262544274, "total_loss": 0.6566459396854043}
{"data_time": 0.02488053124397993, "eta_seconds": 12518.158095190302, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.20407765558505037, "fast_rcnn/fg_cls_accuracy": 0.76683890997629, "iteration": 257499, "loss_box_reg": 0.17569116596132517, "loss_cls": 0.1240246556699276, "loss_mask": 0.20092584006488323, "loss_rpn_cls": 0.024041800934355706, "loss_rpn_loc": 0.05708662956021726, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.913482887030141, "mask_rcnn/false_negative": 0.08681420373164461, "mask_rcnn/false_positive": 0.08873241466404477, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9903748864308, "total_loss": 0.5577469301060773}
{"data_time": 0.021902331616729498, "eta_seconds": 12497.443598806858, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.24103117505995203, "fast_rcnn/fg_cls_accuracy": 0.745101667861852, "iteration": 257519, "loss_box_reg": 0.18522743321955204, "loss_cls": 0.13169101811945438, "loss_mask": 0.20930176600813866, "loss_rpn_cls": 0.024809691996779293, "loss_rpn_loc": 0.06780437938869, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9251198019530393, "mask_rcnn/false_negative": 0.07338669770371971, "mask_rcnn/false_positive": 0.08915212569019995, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0106795681640506, "total_loss": 0.6158703244291246}
{"data_time": 0.02637397777289152, "eta_seconds": 12477.41564432159, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24173220973782772, "fast_rcnn/fg_cls_accuracy": 0.7526546391752578, "iteration": 257539, "loss_box_reg": 0.20537494495511055, "loss_cls": 0.13899145182222128, "loss_mask": 0.21916767489165068, "loss_rpn_cls": 0.026533072697930038, "loss_rpn_loc": 0.06887972494587302, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9155568452036127, "mask_rcnn/false_negative": 0.08294448206973559, "mask_rcnn/false_positive": 0.08702896946718619, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9914831700734794, "total_loss": 0.6699023980763741}
{"data_time": 0.018365471623837948, "eta_seconds": 12457.508458681405, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2666225553580087, "fast_rcnn/fg_cls_accuracy": 0.7166488201066753, "iteration": 257559, "loss_box_reg": 0.20705593237653375, "loss_cls": 0.14396485360339284, "loss_mask": 0.21844843588769436, "loss_rpn_cls": 0.025457592448219657, "loss_rpn_loc": 0.07218007324263453, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9033610912250276, "mask_rcnn/false_negative": 0.09440467197881686, "mask_rcnn/false_positive": 0.10238645734997234, "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": 1.0262712677940726, "total_loss": 0.6618148995330557}
{"data_time": 0.013603993691504002, "eta_seconds": 12437.480310034007, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24571418409446577, "fast_rcnn/fg_cls_accuracy": 0.7250631313131313, "iteration": 257579, "loss_box_reg": 0.188895272789523, "loss_cls": 0.144356305943802, "loss_mask": 0.20603948645293713, "loss_rpn_cls": 0.022049535968108103, "loss_rpn_loc": 0.07258307235315442, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057239189463415, "mask_rcnn/false_negative": 0.08948307017053077, "mask_rcnn/false_positive": 0.10269734234421625, "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": 1.025221571791917, "total_loss": 0.6416070883278735}
{"data_time": 0.01583358831703663, "eta_seconds": 12417.452161386609, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24982892626977563, "fast_rcnn/fg_cls_accuracy": 0.7113599677158999, "iteration": 257599, "loss_box_reg": 0.2149049937725067, "loss_cls": 0.1496717343106866, "loss_mask": 0.22417897172272205, "loss_rpn_cls": 0.021467176964506507, "loss_rpn_loc": 0.05254015128593892, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055013253904913, "mask_rcnn/false_negative": 0.08673810034906547, "mask_rcnn/false_positive": 0.10478663203062638, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0264552398584783, "total_loss": 0.662655133230146}
{"data_time": 0.015767266508191824, "eta_seconds": 12404.989325487986, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24474789915966388, "fast_rcnn/fg_cls_accuracy": 0.7406479636826806, "iteration": 257619, "loss_box_reg": 0.1947589823976159, "loss_cls": 0.1337135978974402, "loss_mask": 0.21093029715120792, "loss_rpn_cls": 0.024006125455343863, "loss_rpn_loc": 0.0681786498753354, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9052907272455589, "mask_rcnn/false_negative": 0.08580000993819062, "mask_rcnn/false_positive": 0.09855538968227803, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.0218128147535026, "total_loss": 0.6152432411035988}
{"data_time": 0.021803393494337797, "eta_seconds": 12379.85014423728, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.22489481622608556, "fast_rcnn/fg_cls_accuracy": 0.7644022196065243, "iteration": 257639, "loss_box_reg": 0.19400658924132586, "loss_cls": 0.14162642043083906, "loss_mask": 0.22363587841391563, "loss_rpn_cls": 0.022254461131524295, "loss_rpn_loc": 0.05039694253355265, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9091977410508831, "mask_rcnn/false_negative": 0.07923668219056879, "mask_rcnn/false_positive": 0.09599083207209266, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9892668067477643, "total_loss": 0.6563328343909234}
{"data_time": 0.01559808710590005, "eta_seconds": 12364.90858453326, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.19387255801436137, "fast_rcnn/fg_cls_accuracy": 0.7673608177747739, "iteration": 257659, "loss_box_reg": 0.16560073848813772, "loss_cls": 0.12052504997700453, "loss_mask": 0.20013131573796272, "loss_rpn_cls": 0.01968705773469992, "loss_rpn_loc": 0.05280514492187649, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909396330161278, "mask_rcnn/false_negative": 0.07491461172832493, "mask_rcnn/false_positive": 0.11820790162902847, "roi_head/num_bg_samples": 450.875, "roi_head/num_fg_samples": 61.125, "rpn/num_neg_anchors": 231.625, "rpn/num_pos_anchors": 24.375, "time": 0.9997025993652642, "total_loss": 0.5556665975600481}
{"data_time": 0.023221205454319715, "eta_seconds": 12340.251434594393, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23070743715988598, "fast_rcnn/fg_cls_accuracy": 0.7629065837909601, "iteration": 257679, "loss_box_reg": 0.19180696923285723, "loss_cls": 0.14305856078863144, "loss_mask": 0.21075750514864922, "loss_rpn_cls": 0.026029475789982826, "loss_rpn_loc": 0.0632731742807664, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8982435093053318, "mask_rcnn/false_negative": 0.08858762437702718, "mask_rcnn/false_positive": 0.10264477519171189, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.979884959757328, "total_loss": 0.6509456390049309}
{"data_time": 0.0216823136433959, "eta_seconds": 12320.218558888882, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2210767174002468, "fast_rcnn/fg_cls_accuracy": 0.7600020199299757, "iteration": 257699, "loss_box_reg": 0.18996169324964285, "loss_cls": 0.13951932173222303, "loss_mask": 0.20930423121899366, "loss_rpn_cls": 0.02847677282989025, "loss_rpn_loc": 0.06272787146735936, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068949822065736, "mask_rcnn/false_negative": 0.0737663328004248, "mask_rcnn/false_positive": 0.10589876500695303, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0248688105493784, "total_loss": 0.6360462836455554}
{"data_time": 0.014328619465231895, "eta_seconds": 12298.806264139712, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23919656623744634, "fast_rcnn/fg_cls_accuracy": 0.7336301193700168, "iteration": 257719, "loss_box_reg": 0.18170500919222832, "loss_cls": 0.13969181757420301, "loss_mask": 0.20700313709676266, "loss_rpn_cls": 0.02257255619042553, "loss_rpn_loc": 0.05785991938319057, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9087149021397857, "mask_rcnn/false_negative": 0.09106377160037499, "mask_rcnn/false_positive": 0.08551906465265867, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9818374994210899, "total_loss": 0.6041198088787496}
{"data_time": 0.020748678129166365, "eta_seconds": 12277.809459762648, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.24630053810354857, "fast_rcnn/fg_cls_accuracy": 0.7300884955752213, "iteration": 257739, "loss_box_reg": 0.19600067846477032, "loss_cls": 0.1461495514959097, "loss_mask": 0.22106976062059402, "loss_rpn_cls": 0.024168527859728783, "loss_rpn_loc": 0.07150501012802124, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901269141000641, "mask_rcnn/false_negative": 0.10000674485383178, "mask_rcnn/false_positive": 0.10930730095149244, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.008594840299338, "total_loss": 0.6680253642844036}
{"data_time": 0.015228399075567722, "eta_seconds": 12264.706732146442, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23992440041710114, "fast_rcnn/fg_cls_accuracy": 0.7448262664370267, "iteration": 257759, "loss_box_reg": 0.198628231883049, "loss_cls": 0.14860131638124585, "loss_mask": 0.22212423011660576, "loss_rpn_cls": 0.022480960236862302, "loss_rpn_loc": 0.05764287896454334, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9115384978494709, "mask_rcnn/false_negative": 0.08434094405813555, "mask_rcnn/false_positive": 0.09794439617364135, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0514162546023726, "total_loss": 0.6276791671989486}
{"data_time": 0.014464194420725107, "eta_seconds": 12250.759194791317, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21237783237783237, "fast_rcnn/fg_cls_accuracy": 0.7565509672108657, "iteration": 257779, "loss_box_reg": 0.183469595387578, "loss_cls": 0.12765575852245092, "loss_mask": 0.20646336674690247, "loss_rpn_cls": 0.026428550598211586, "loss_rpn_loc": 0.06378199975006282, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9019246662006148, "mask_rcnn/false_negative": 0.09660922760109913, "mask_rcnn/false_positive": 0.09876048913918814, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0007320754230022, "total_loss": 0.6347752909641713}
{"data_time": 0.014628794975578785, "eta_seconds": 12226.395802851766, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23019559167984627, "fast_rcnn/fg_cls_accuracy": 0.7250645994832041, "iteration": 257799, "loss_box_reg": 0.1871158443391323, "loss_cls": 0.1328238849528134, "loss_mask": 0.21444154903292656, "loss_rpn_cls": 0.020512107177637517, "loss_rpn_loc": 0.06402464280836284, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9061680089992653, "mask_rcnn/false_negative": 0.07850171124551955, "mask_rcnn/false_positive": 0.10605183191246742, "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": 0.9959656177088618, "total_loss": 0.6227438980713487}
{"data_time": 0.016484204679727554, "eta_seconds": 12206.352531043813, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.23386876281613123, "fast_rcnn/fg_cls_accuracy": 0.7634028146574615, "iteration": 257819, "loss_box_reg": 0.199119932949543, "loss_cls": 0.13941983692348003, "loss_mask": 0.21453223191201687, "loss_rpn_cls": 0.023406562337186188, "loss_rpn_loc": 0.06324603816028684, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101517460797879, "mask_rcnn/false_negative": 0.08102636391753756, "mask_rcnn/false_positive": 0.09711667531916918, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0035677594132721, "total_loss": 0.6528761854860932}
{"data_time": 0.023379304446280003, "eta_seconds": 12186.517206728458, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22164786967418548, "fast_rcnn/fg_cls_accuracy": 0.7592418546365914, "iteration": 257839, "loss_box_reg": 0.2151845619082451, "loss_cls": 0.15771602094173431, "loss_mask": 0.20976424869149923, "loss_rpn_cls": 0.025149182962195482, "loss_rpn_loc": 0.0800639446824789, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9091394801406846, "mask_rcnn/false_negative": 0.07138399338750126, "mask_rcnn/false_positive": 0.10587747295838004, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9991169287823141, "total_loss": 0.7058380036614835}
{"data_time": 0.016480694990605116, "eta_seconds": 12166.473592901602, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.219593057719083, "fast_rcnn/fg_cls_accuracy": 0.7619101771600777, "iteration": 257859, "loss_box_reg": 0.1871304390951991, "loss_cls": 0.141851419582963, "loss_mask": 0.21635143272578716, "loss_rpn_cls": 0.024274371680803597, "loss_rpn_loc": 0.056598208379000425, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9000434367145767, "mask_rcnn/false_negative": 0.0935892803872493, "mask_rcnn/false_positive": 0.10524527122271765, "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": 0.9931653579697013, "total_loss": 0.6336491963884328}
{"data_time": 0.018368789926171303, "eta_seconds": 12151.476040519774, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24288191748201066, "fast_rcnn/fg_cls_accuracy": 0.7538690120059033, "iteration": 257879, "loss_box_reg": 0.1974063776433468, "loss_cls": 0.14046881813555956, "loss_mask": 0.2083346676081419, "loss_rpn_cls": 0.022464590379968286, "loss_rpn_loc": 0.07209935830906034, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9105809224106745, "mask_rcnn/false_negative": 0.08661895910604371, "mask_rcnn/false_positive": 0.09833705518758078, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 1.0243186233565211, "total_loss": 0.6418058654671768}
{"data_time": 0.013104526326060295, "eta_seconds": 12130.457140505314, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23610468701819304, "fast_rcnn/fg_cls_accuracy": 0.7234526112185686, "iteration": 257899, "loss_box_reg": 0.18086444586515427, "loss_cls": 0.1272528488188982, "loss_mask": 0.20474186912178993, "loss_rpn_cls": 0.021071699215099216, "loss_rpn_loc": 0.0545768472366035, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.906658733315558, "mask_rcnn/false_negative": 0.08975640085090736, "mask_rcnn/false_positive": 0.09910493236562173, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.006925581023097, "total_loss": 0.6168054713052697}
{"data_time": 0.02337661013007164, "eta_seconds": 12111.315367296338, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2624429171087227, "fast_rcnn/fg_cls_accuracy": 0.7319631901840491, "iteration": 257919, "loss_box_reg": 0.19804823398590088, "loss_cls": 0.15489130467176437, "loss_mask": 0.2199982888996601, "loss_rpn_cls": 0.02257605758495629, "loss_rpn_loc": 0.0691863251850009, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904812388341518, "mask_rcnn/false_negative": 0.08741847638463646, "mask_rcnn/false_positive": 0.11121329693510873, "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": 1.0082012163475156, "total_loss": 0.680587820475921}
{"data_time": 0.01555190747603774, "eta_seconds": 12087.907760096714, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2252394059764962, "fast_rcnn/fg_cls_accuracy": 0.7545948136663944, "iteration": 257939, "loss_box_reg": 0.18517424073070288, "loss_cls": 0.13806440122425556, "loss_mask": 0.2181589100509882, "loss_rpn_cls": 0.024456012819427997, "loss_rpn_loc": 0.08363465871661901, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9137062784900898, "mask_rcnn/false_negative": 0.07226956272678964, "mask_rcnn/false_positive": 0.1018387786241355, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9915413735434413, "total_loss": 0.6641037677763961}
{"data_time": 0.014266491867601871, "eta_seconds": 12082.305389270186, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2383485309017224, "fast_rcnn/fg_cls_accuracy": 0.7419024238173174, "iteration": 257959, "loss_box_reg": 0.1809321166947484, "loss_cls": 0.1333547211252153, "loss_mask": 0.20891718566417694, "loss_rpn_cls": 0.023740808304864913, "loss_rpn_loc": 0.05827905121259391, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9093109764139045, "mask_rcnn/false_negative": 0.07079848000845124, "mask_rcnn/false_positive": 0.10715884469801724, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0547255482524633, "total_loss": 0.6003093629842624}
{"data_time": 0.025853510946035385, "eta_seconds": 12068.53711838834, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23418862938361545, "fast_rcnn/fg_cls_accuracy": 0.7431910833550178, "iteration": 257979, "loss_box_reg": 0.18653540313243866, "loss_cls": 0.13230423349887133, "loss_mask": 0.21049381792545319, "loss_rpn_cls": 0.024981085094623268, "loss_rpn_loc": 0.06645892118103802, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8999875447844412, "mask_rcnn/false_negative": 0.08888985184020683, "mask_rcnn/false_positive": 0.10451899365845596, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 1.0250791483558714, "total_loss": 0.641517982352525}
{"data_time": 0.016560656018555164, "eta_seconds": 12051.045656204224, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.1859025590396941, "fast_rcnn/fg_cls_accuracy": 0.8139773987054322, "iteration": 257999, "loss_box_reg": 0.1903434218838811, "loss_cls": 0.14933618577197194, "loss_mask": 0.21361858118325472, "loss_rpn_cls": 0.022718282823916525, "loss_rpn_loc": 0.07696828502230346, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9153896964005381, "mask_rcnn/false_negative": 0.08045117177319305, "mask_rcnn/false_positive": 0.08709422632284314, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.015821791253984, "total_loss": 0.6480077843880281}
{"data_time": 0.021850871853530407, "eta_seconds": 12028.3755971957, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23041108335225985, "fast_rcnn/fg_cls_accuracy": 0.7452237305178482, "iteration": 258019, "loss_box_reg": 0.16222318820655346, "loss_cls": 0.13040542509406805, "loss_mask": 0.20434869267046452, "loss_rpn_cls": 0.024044252873864025, "loss_rpn_loc": 0.06472549983300269, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9058965046333689, "mask_rcnn/false_negative": 0.07755364239498311, "mask_rcnn/false_positive": 0.10392156008671871, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9897070177830756, "total_loss": 0.5729686867562123}
{"data_time": 0.01541109848767519, "eta_seconds": 12008.951976075768, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.24500899756536465, "fast_rcnn/fg_cls_accuracy": 0.7415424872139058, "iteration": 258039, "loss_box_reg": 0.18507322948426008, "loss_cls": 0.13938666880130768, "loss_mask": 0.21153858117759228, "loss_rpn_cls": 0.023921808664454147, "loss_rpn_loc": 0.049208982614800334, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057923399926506, "mask_rcnn/false_negative": 0.08904117259626786, "mask_rcnn/false_positive": 0.10169976684238494, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0123018031008542, "total_loss": 0.6287140221102163}
{"data_time": 0.01966891996562481, "eta_seconds": 11995.602404102683, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2744787264018034, "fast_rcnn/fg_cls_accuracy": 0.6715076071922546, "iteration": 258059, "loss_box_reg": 0.19327199645340443, "loss_cls": 0.15020254254341125, "loss_mask": 0.21201259270310402, "loss_rpn_cls": 0.02440142704290338, "loss_rpn_loc": 0.059018136002123356, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024741263261671, "mask_rcnn/false_negative": 0.08949676189356817, "mask_rcnn/false_positive": 0.10034305322427153, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 197.0, "rpn/num_pos_anchors": 59.0, "time": 1.0264041381888092, "total_loss": 0.6359175561228767}
{"data_time": 0.013389840256422758, "eta_seconds": 11970.753787085414, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.20167215304613328, "fast_rcnn/fg_cls_accuracy": 0.7852988138686132, "iteration": 258079, "loss_box_reg": 0.18195224087685347, "loss_cls": 0.13067507557570934, "loss_mask": 0.20753137953579426, "loss_rpn_cls": 0.018319923950912198, "loss_rpn_loc": 0.060673137195408344, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9085468619453834, "mask_rcnn/false_negative": 0.07799477047106909, "mask_rcnn/false_positive": 0.09832698640585583, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9983267029747367, "total_loss": 0.6295631390530616}
{"data_time": 0.018975132144987583, "eta_seconds": 11946.739809960127, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21988771097782117, "fast_rcnn/fg_cls_accuracy": 0.7595550285953411, "iteration": 258099, "loss_box_reg": 0.194462644867599, "loss_cls": 0.13534714840352535, "loss_mask": 0.21048084273934364, "loss_rpn_cls": 0.022891389904543757, "loss_rpn_loc": 0.051640176330693066, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9172972037765117, "mask_rcnn/false_negative": 0.0784007836545404, "mask_rcnn/false_positive": 0.0888303277846051, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9912471640855074, "total_loss": 0.6278813845710829}
{"data_time": 0.012650997843593359, "eta_seconds": 11930.58347236365, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.22470643939393942, "fast_rcnn/fg_cls_accuracy": 0.7544954953859622, "iteration": 258119, "loss_box_reg": 0.1938608270138502, "loss_cls": 0.14637111965566874, "loss_mask": 0.21905978582799435, "loss_rpn_cls": 0.024615705595351756, "loss_rpn_loc": 0.07204013224691153, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9066632669865575, "mask_rcnn/false_negative": 0.08692868725020278, "mask_rcnn/false_positive": 0.09215413261252398, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.007528927642852, "total_loss": 0.6701482911012135}
{"data_time": 0.01629822887480259, "eta_seconds": 11913.322413749993, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25706805130800203, "fast_rcnn/fg_cls_accuracy": 0.7338238901152809, "iteration": 258139, "loss_box_reg": 0.18670800514519215, "loss_cls": 0.13636104948818684, "loss_mask": 0.2038345169275999, "loss_rpn_cls": 0.023722838755929843, "loss_rpn_loc": 0.062089039478451014, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9030870460593188, "mask_rcnn/false_negative": 0.09085029551277335, "mask_rcnn/false_positive": 0.11932081835550273, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.032253404147923, "total_loss": 0.6397498935693875}
{"data_time": 0.019591255579143763, "eta_seconds": 11887.14377656579, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2034329360416317, "fast_rcnn/fg_cls_accuracy": 0.7802606177606177, "iteration": 258159, "loss_box_reg": 0.19397590309381485, "loss_cls": 0.14345106482505798, "loss_mask": 0.20848231948912144, "loss_rpn_cls": 0.025930150412023067, "loss_rpn_loc": 0.060706983087584376, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9085238414567527, "mask_rcnn/false_negative": 0.07944321873522109, "mask_rcnn/false_positive": 0.0894063450974743, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9741366626694798, "total_loss": 0.6621584017993882}
{"data_time": 0.017245680559426546, "eta_seconds": 11861.894361935556, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20367149758454106, "fast_rcnn/fg_cls_accuracy": 0.786010101010101, "iteration": 258179, "loss_box_reg": 0.1946632917970419, "loss_cls": 0.1395776206627488, "loss_mask": 0.21584505960345268, "loss_rpn_cls": 0.023567172582261264, "loss_rpn_loc": 0.06215086602605879, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9129600553595629, "mask_rcnn/false_negative": 0.08177190304808749, "mask_rcnn/false_positive": 0.0974312748710284, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9819610533304513, "total_loss": 0.6387319912755629}
{"data_time": 0.015106969978660345, "eta_seconds": 11836.692136246711, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.1995475113122172, "fast_rcnn/fg_cls_accuracy": 0.7821186166774402, "iteration": 258199, "loss_box_reg": 0.180245503783226, "loss_cls": 0.13275748444721103, "loss_mask": 0.22139274142682552, "loss_rpn_cls": 0.023526947246864438, "loss_rpn_loc": 0.07082067988812923, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092445659240638, "mask_rcnn/false_negative": 0.08940194865198056, "mask_rcnn/false_positive": 0.09492917215453459, "roi_head/num_bg_samples": 456.375, "roi_head/num_fg_samples": 55.625, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.9902457338757813, "total_loss": 0.6144552862388082}
{"data_time": 0.014462594874203205, "eta_seconds": 11826.268484145403, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2313893911995178, "fast_rcnn/fg_cls_accuracy": 0.7386934915810295, "iteration": 258219, "loss_box_reg": 0.2023938037455082, "loss_cls": 0.14652170054614544, "loss_mask": 0.2171008475124836, "loss_rpn_cls": 0.020526581938611344, "loss_rpn_loc": 0.07943324896041304, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8985631482981982, "mask_rcnn/false_negative": 0.08946046456046587, "mask_rcnn/false_positive": 0.11000683176173853, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9960219864733517, "total_loss": 0.6635879609384574}
{"data_time": 0.015788566786795855, "eta_seconds": 11809.501456059515, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2599541174649196, "fast_rcnn/fg_cls_accuracy": 0.7182488837119005, "iteration": 258239, "loss_box_reg": 0.19380862265825272, "loss_cls": 0.14048188365995884, "loss_mask": 0.21168534271419048, "loss_rpn_cls": 0.0289754107943736, "loss_rpn_loc": 0.06821519159711897, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9221362491339922, "mask_rcnn/false_negative": 0.07508121211857857, "mask_rcnn/false_positive": 0.08451874140387097, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0029267785139382, "total_loss": 0.6316407182021067}
{"data_time": 0.01644676085561514, "eta_seconds": 11794.100939622149, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1842709051570413, "fast_rcnn/fg_cls_accuracy": 0.7845290749735435, "iteration": 258259, "loss_box_reg": 0.2000736203044653, "loss_cls": 0.13278071489185095, "loss_mask": 0.22061697393655777, "loss_rpn_cls": 0.019340576662216336, "loss_rpn_loc": 0.05271751806139946, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.912311094948112, "mask_rcnn/false_negative": 0.07795898512425661, "mask_rcnn/false_positive": 0.10882801572802824, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9975166344083846, "total_loss": 0.6363019854179583}
{"data_time": 0.01844791602343321, "eta_seconds": 11782.362488433719, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24370470838984692, "fast_rcnn/fg_cls_accuracy": 0.7520255708426921, "iteration": 258279, "loss_box_reg": 0.1834904570132494, "loss_cls": 0.1347584230825305, "loss_mask": 0.2109207548201084, "loss_rpn_cls": 0.024701389484107494, "loss_rpn_loc": 0.0726852203370072, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9023900888697788, "mask_rcnn/false_negative": 0.08644505668648125, "mask_rcnn/false_positive": 0.11284823184713505, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.022654531057924, "total_loss": 0.6355750968796201}
{"data_time": 0.021314602810889482, "eta_seconds": 11746.586333261803, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21837452601763443, "fast_rcnn/fg_cls_accuracy": 0.7513874306284686, "iteration": 258299, "loss_box_reg": 0.20739929378032684, "loss_cls": 0.14339115377515554, "loss_mask": 0.20736581832170486, "loss_rpn_cls": 0.02212233084719628, "loss_rpn_loc": 0.06009982689283788, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024563311622108, "mask_rcnn/false_negative": 0.08975494874022391, "mask_rcnn/false_positive": 0.10530696769643991, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 0.9936341713182628, "total_loss": 0.6484698894782923}
{"data_time": 0.016100734937936068, "eta_seconds": 11716.3189958781, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.2095928649237473, "fast_rcnn/fg_cls_accuracy": 0.7595687782049139, "iteration": 258319, "loss_box_reg": 0.19302584696561098, "loss_cls": 0.14400298008695245, "loss_mask": 0.21464175544679165, "loss_rpn_cls": 0.02392742273877957, "loss_rpn_loc": 0.05988386017270386, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024828937566864, "mask_rcnn/false_negative": 0.08554215444212337, "mask_rcnn/false_positive": 0.10466274227035825, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9819603650830686, "total_loss": 0.651508018723689}
{"data_time": 0.022542014252394438, "eta_seconds": 11686.891552815214, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.19481272490346335, "fast_rcnn/fg_cls_accuracy": 0.7877516233766234, "iteration": 258339, "loss_box_reg": 0.18345518223941326, "loss_cls": 0.13559334026649594, "loss_mask": 0.21186179481446743, "loss_rpn_cls": 0.02169887931086123, "loss_rpn_loc": 0.054718952625989914, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092671980241489, "mask_rcnn/false_negative": 0.0846303212964023, "mask_rcnn/false_positive": 0.095674966853445, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9670030414126813, "total_loss": 0.6071234758710489}
{"data_time": 0.01598552381619811, "eta_seconds": 11664.07833231613, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2367400881057269, "fast_rcnn/fg_cls_accuracy": 0.735632183908046, "iteration": 258359, "loss_box_reg": 0.19569419790059328, "loss_cls": 0.15348865697160363, "loss_mask": 0.21247171983122826, "loss_rpn_cls": 0.026370302541181445, "loss_rpn_loc": 0.06492977705784142, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9106583065331428, "mask_rcnn/false_negative": 0.07480900843229385, "mask_rcnn/false_positive": 0.10264096089208556, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 0.9768677945248783, "total_loss": 0.6664240311074536}
{"data_time": 0.014954561833292246, "eta_seconds": 11645.339427785948, "fast_rcnn/cls_accuracy": 0.959228515625, "fast_rcnn/false_negative": 0.20613974163078205, "fast_rcnn/fg_cls_accuracy": 0.7556938361286187, "iteration": 258379, "loss_box_reg": 0.18800457753241062, "loss_cls": 0.13798546697944403, "loss_mask": 0.20545439794659615, "loss_rpn_cls": 0.020362879033200443, "loss_rpn_loc": 0.06831194134429097, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9162179708910945, "mask_rcnn/false_negative": 0.08287295987851637, "mask_rcnn/false_positive": 0.08253539427812923, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0046380148269236, "total_loss": 0.6191045198356733}
{"data_time": 0.017764589749276638, "eta_seconds": 11620.47623284161, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2035455486542443, "fast_rcnn/fg_cls_accuracy": 0.7933488612836439, "iteration": 258399, "loss_box_reg": 0.1820790395140648, "loss_cls": 0.1361200613901019, "loss_mask": 0.21205098181962967, "loss_rpn_cls": 0.020610813313396648, "loss_rpn_loc": 0.05570784758310765, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134259376192722, "mask_rcnn/false_negative": 0.08731373018063335, "mask_rcnn/false_positive": 0.08212115720078941, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9889644524082541, "total_loss": 0.6176373624184635}
{"data_time": 0.02606160705909133, "eta_seconds": 11605.650275470689, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.22065278957802323, "fast_rcnn/fg_cls_accuracy": 0.7677737838485502, "iteration": 258419, "loss_box_reg": 0.20000459998846054, "loss_cls": 0.14844015799462795, "loss_mask": 0.22164291888475418, "loss_rpn_cls": 0.027296924265101552, "loss_rpn_loc": 0.07442439848091453, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9067846866475274, "mask_rcnn/false_negative": 0.085534061313976, "mask_rcnn/false_positive": 0.09614939431371089, "roi_head/num_bg_samples": 433.875, "roi_head/num_fg_samples": 78.125, "rpn/num_neg_anchors": 214.875, "rpn/num_pos_anchors": 41.125, "time": 0.9888833165168762, "total_loss": 0.6583894736832008}
{"data_time": 0.024697882123291492, "eta_seconds": 11586.660922002047, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23978919631093545, "fast_rcnn/fg_cls_accuracy": 0.7427363582693767, "iteration": 258439, "loss_box_reg": 0.19945320021361113, "loss_cls": 0.14292302820831537, "loss_mask": 0.21610677801072598, "loss_rpn_cls": 0.022906818776391447, "loss_rpn_loc": 0.07076756563037634, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90324521172618, "mask_rcnn/false_negative": 0.08362495167436762, "mask_rcnn/false_positive": 0.11050817721891126, "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": 0.9997786493040621, "total_loss": 0.6501254906470422}
{"data_time": 0.024627795442938805, "eta_seconds": 11550.161919258535, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24502668039692943, "fast_rcnn/fg_cls_accuracy": 0.7503861636397678, "iteration": 258459, "loss_box_reg": 0.19869702029973269, "loss_cls": 0.14655013661831617, "loss_mask": 0.21488070115447044, "loss_rpn_cls": 0.02237632340984419, "loss_rpn_loc": 0.06779347080737352, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970230808723618, "mask_rcnn/false_negative": 0.09130789327319373, "mask_rcnn/false_positive": 0.10579281005367877, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.989961352199316, "total_loss": 0.658398306084564}
{"data_time": 0.017764745745807886, "eta_seconds": 11530.144307613373, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.21412617948203172, "fast_rcnn/fg_cls_accuracy": 0.7755201854273654, "iteration": 258479, "loss_box_reg": 0.19713091664016247, "loss_cls": 0.1437235465273261, "loss_mask": 0.2129801157861948, "loss_rpn_cls": 0.019134856469463557, "loss_rpn_loc": 0.05834563315147534, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100681734891972, "mask_rcnn/false_negative": 0.07883285932830192, "mask_rcnn/false_positive": 0.0893150665251139, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0084541272372007, "total_loss": 0.6335075245588087}
{"data_time": 0.01645198930054903, "eta_seconds": 11515.453745378181, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.20266666666666666, "fast_rcnn/fg_cls_accuracy": 0.7896354020791803, "iteration": 258499, "loss_box_reg": 0.18439342826604843, "loss_cls": 0.13555098231881857, "loss_mask": 0.21009889990091324, "loss_rpn_cls": 0.02384926739614457, "loss_rpn_loc": 0.06740333302877843, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9058421141445083, "mask_rcnn/false_negative": 0.0827090136774965, "mask_rcnn/false_positive": 0.1015737200506371, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0153781613335013, "total_loss": 0.6095942147658207}
{"data_time": 0.015578712802380323, "eta_seconds": 11492.457533329725, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2467416304625607, "fast_rcnn/fg_cls_accuracy": 0.7168867547018808, "iteration": 258519, "loss_box_reg": 0.19761670008301735, "loss_cls": 0.1452862462028861, "loss_mask": 0.20513488352298737, "loss_rpn_cls": 0.02476173115428537, "loss_rpn_loc": 0.059756898088380694, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053567152776987, "mask_rcnn/false_negative": 0.07733828328430989, "mask_rcnn/false_positive": 0.11098537919987815, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0007148021832108, "total_loss": 0.6452207972179167}
{"data_time": 0.016536930110305548, "eta_seconds": 11475.399993220344, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19257827354544305, "fast_rcnn/fg_cls_accuracy": 0.7871500893388922, "iteration": 258539, "loss_box_reg": 0.1852820571511984, "loss_cls": 0.12944720033556223, "loss_mask": 0.2103298306465149, "loss_rpn_cls": 0.01961583422962576, "loss_rpn_loc": 0.055926118162460625, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.915158581980066, "mask_rcnn/false_negative": 0.09319826945382624, "mask_rcnn/false_positive": 0.08696438610641069, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0079646268859506, "total_loss": 0.6008073153789155}
{"data_time": 0.023751812521368265, "eta_seconds": 11448.666791580617, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2423591745677635, "fast_rcnn/fg_cls_accuracy": 0.7456937799043062, "iteration": 258559, "loss_box_reg": 0.17363977618515491, "loss_cls": 0.12824942683801055, "loss_mask": 0.21294653974473476, "loss_rpn_cls": 0.021502330724615604, "loss_rpn_loc": 0.06419655028730631, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.907364833766861, "mask_rcnn/false_negative": 0.09323564313690089, "mask_rcnn/false_positive": 0.10329926026271259, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9884740673005581, "total_loss": 0.594021569180768}
{"data_time": 0.018088276963680983, "eta_seconds": 11416.774738775566, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2163220551378446, "fast_rcnn/fg_cls_accuracy": 0.7512567455880208, "iteration": 258579, "loss_box_reg": 0.19200560823082924, "loss_cls": 0.14982856437563896, "loss_mask": 0.21764278411865234, "loss_rpn_cls": 0.02157858049031347, "loss_rpn_loc": 0.05863569839857519, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9116702782256539, "mask_rcnn/false_negative": 0.08507482163256405, "mask_rcnn/false_positive": 0.09290119549702885, "roi_head/num_bg_samples": 427.625, "roi_head/num_fg_samples": 84.375, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9846578761935234, "total_loss": 0.6309822016628459}
{"data_time": 0.014235143084079027, "eta_seconds": 11385.744174197316, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.24347327521904188, "fast_rcnn/fg_cls_accuracy": 0.6951600893521965, "iteration": 258599, "loss_box_reg": 0.20422112103551626, "loss_cls": 0.14097112882882357, "loss_mask": 0.22047717310488224, "loss_rpn_cls": 0.027342471992596984, "loss_rpn_loc": 0.07107300334610045, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9067055012381522, "mask_rcnn/false_negative": 0.06905649288901486, "mask_rcnn/false_positive": 0.11258572151334086, "roi_head/num_bg_samples": 428.375, "roi_head/num_fg_samples": 83.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9927543769590557, "total_loss": 0.6758286295225844}
{"data_time": 0.01864867564290762, "eta_seconds": 11365.769184418023, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.20357125547839452, "fast_rcnn/fg_cls_accuracy": 0.787360052542347, "iteration": 258619, "loss_box_reg": 0.19302939716726542, "loss_cls": 0.14005359914153814, "loss_mask": 0.21608371287584305, "loss_rpn_cls": 0.02078602061374113, "loss_rpn_loc": 0.06796417851001024, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9121386362450814, "mask_rcnn/false_negative": 0.07787650080296085, "mask_rcnn/false_positive": 0.10366476413840087, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0247215926647186, "total_loss": 0.6319162407889962}
{"data_time": 0.022630848456174135, "eta_seconds": 11345.79419463873, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2247577691126078, "fast_rcnn/fg_cls_accuracy": 0.7620073923681607, "iteration": 258639, "loss_box_reg": 0.18242786591872573, "loss_cls": 0.12703029811382294, "loss_mask": 0.22138004563748837, "loss_rpn_cls": 0.022569906752323732, "loss_rpn_loc": 0.05858255678322166, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053103916894253, "mask_rcnn/false_negative": 0.0765982306699575, "mask_rcnn/false_positive": 0.10064068420712854, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.993169198743999, "total_loss": 0.6303342885512393}
{"data_time": 0.02259297389537096, "eta_seconds": 11325.819204859436, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2608031272210377, "fast_rcnn/fg_cls_accuracy": 0.7112148041796283, "iteration": 258659, "loss_box_reg": 0.21606082748621702, "loss_cls": 0.15847486164420843, "loss_mask": 0.21475459821522236, "loss_rpn_cls": 0.022307024453766644, "loss_rpn_loc": 0.07192581857088953, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8984690117063963, "mask_rcnn/false_negative": 0.08924336023740011, "mask_rcnn/false_positive": 0.10896117975889807, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9994431231170893, "total_loss": 0.6884129238314927}
{"data_time": 0.021289315074682236, "eta_seconds": 11313.218084964901, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.24337892108976444, "fast_rcnn/fg_cls_accuracy": 0.7512257833054293, "iteration": 258679, "loss_box_reg": 0.20772989839315414, "loss_cls": 0.1555363410152495, "loss_mask": 0.21207072399556637, "loss_rpn_cls": 0.02334079542197287, "loss_rpn_loc": 0.06672153226099908, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055227708346464, "mask_rcnn/false_negative": 0.09045358846509122, "mask_rcnn/false_positive": 0.09976064281220667, "roi_head/num_bg_samples": 430.875, "roi_head/num_fg_samples": 81.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0043194158934057, "total_loss": 0.6616964284330606}
{"data_time": 0.021500168833881617, "eta_seconds": 11293.230067146942, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.21460153132750998, "fast_rcnn/fg_cls_accuracy": 0.7707439403474645, "iteration": 258699, "loss_box_reg": 0.19381432328373194, "loss_cls": 0.1376557508483529, "loss_mask": 0.20948523096740246, "loss_rpn_cls": 0.02379914902849123, "loss_rpn_loc": 0.06546438403893262, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9102371024551953, "mask_rcnn/false_negative": 0.08223789115347653, "mask_rcnn/false_positive": 0.09434902223133196, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0095563591457903, "total_loss": 0.6364041250781156}
{"data_time": 0.015476874075829983, "eta_seconds": 11276.26674592495, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2095053095053095, "fast_rcnn/fg_cls_accuracy": 0.784304562946674, "iteration": 258719, "loss_box_reg": 0.1804098878055811, "loss_cls": 0.12178722629323602, "loss_mask": 0.1934222336858511, "loss_rpn_cls": 0.022017549141310155, "loss_rpn_loc": 0.048865018179640174, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9144886016275198, "mask_rcnn/false_negative": 0.08673462849943298, "mask_rcnn/false_positive": 0.08815661714481746, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9895191541872919, "total_loss": 0.5879407237516716}
{"data_time": 0.01439290540292859, "eta_seconds": 11261.672181719914, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2556659962871287, "fast_rcnn/fg_cls_accuracy": 0.7345683787128713, "iteration": 258739, "loss_box_reg": 0.19428832363337278, "loss_cls": 0.1521147321909666, "loss_mask": 0.21621915511786938, "loss_rpn_cls": 0.025847039185464382, "loss_rpn_loc": 0.050750397611409426, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046513652630863, "mask_rcnn/false_negative": 0.08575569810827491, "mask_rcnn/false_positive": 0.09793812332924609, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0243799868039787, "total_loss": 0.6447639156831428}
{"data_time": 0.015234475955367088, "eta_seconds": 11236.279984414577, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2267361111111111, "fast_rcnn/fg_cls_accuracy": 0.7569128787878787, "iteration": 258759, "loss_box_reg": 0.17916197329759598, "loss_cls": 0.13107082899659872, "loss_mask": 0.21531700994819403, "loss_rpn_cls": 0.017758244590368122, "loss_rpn_loc": 0.04802092013414949, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9047411968384476, "mask_rcnn/false_negative": 0.08410248865595668, "mask_rcnn/false_positive": 0.10479401830282412, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.036797828041017, "total_loss": 0.6014080290915444}
{"data_time": 0.026024810504168272, "eta_seconds": 11213.982852352783, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.25436440551732353, "fast_rcnn/fg_cls_accuracy": 0.7363801008337548, "iteration": 258779, "loss_box_reg": 0.18504826724529266, "loss_cls": 0.13471808191388845, "loss_mask": 0.21271177753806114, "loss_rpn_cls": 0.024913137429393828, "loss_rpn_loc": 0.06938736885786057, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9156118137289178, "mask_rcnn/false_negative": 0.0895858928750244, "mask_rcnn/false_positive": 0.08919134791325675, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9937634160742164, "total_loss": 0.6208552698371932}
{"data_time": 0.016849545296281576, "eta_seconds": 11193.993578106165, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.20939255252756395, "fast_rcnn/fg_cls_accuracy": 0.7691302067725502, "iteration": 258799, "loss_box_reg": 0.17059040628373623, "loss_cls": 0.12394783459603786, "loss_mask": 0.1941882949322462, "loss_rpn_cls": 0.019584264955483377, "loss_rpn_loc": 0.05285574903246015, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8984333407275954, "mask_rcnn/false_negative": 0.07759069384733999, "mask_rcnn/false_positive": 0.11701296823556563, "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": 0.9956607320345938, "total_loss": 0.5758430163259618}
{"data_time": 0.018566003534942865, "eta_seconds": 11176.29984214902, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.24688949384956643, "fast_rcnn/fg_cls_accuracy": 0.7347142401021711, "iteration": 258819, "loss_box_reg": 0.20829352689906955, "loss_cls": 0.1506922198459506, "loss_mask": 0.20833944343030453, "loss_rpn_cls": 0.028291405295021832, "loss_rpn_loc": 0.07216295134276152, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903192825298745, "mask_rcnn/false_negative": 0.09357459827195637, "mask_rcnn/false_positive": 0.09641040179351626, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.0028671720065176, "total_loss": 0.6512943322304636}
{"data_time": 0.013762537855654955, "eta_seconds": 11151.077222339809, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.19862082362082362, "fast_rcnn/fg_cls_accuracy": 0.761958041958042, "iteration": 258839, "loss_box_reg": 0.16589365899562836, "loss_cls": 0.12598418118432164, "loss_mask": 0.20815917290747166, "loss_rpn_cls": 0.019728810293599963, "loss_rpn_loc": 0.045998115674592555, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9157107444063675, "mask_rcnn/false_negative": 0.07810565473961388, "mask_rcnn/false_positive": 0.09569838771403646, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.9861569600179791, "total_loss": 0.5698491777875461}
{"data_time": 0.014222204219549894, "eta_seconds": 11136.313080638647, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.1940269675076305, "fast_rcnn/fg_cls_accuracy": 0.7737463957843105, "iteration": 258859, "loss_box_reg": 0.19582434557378292, "loss_cls": 0.15595029527321458, "loss_mask": 0.2117427159100771, "loss_rpn_cls": 0.024539767211535946, "loss_rpn_loc": 0.06163764023222029, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9074462337408726, "mask_rcnn/false_negative": 0.0833174699131153, "mask_rcnn/false_positive": 0.09899195644115452, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0032659671269357, "total_loss": 0.6502473378786817}
{"data_time": 0.015469814650714397, "eta_seconds": 11111.109203621745, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.213533386327504, "fast_rcnn/fg_cls_accuracy": 0.7327327327327327, "iteration": 258879, "loss_box_reg": 0.18760637380182743, "loss_cls": 0.13447261415421963, "loss_mask": 0.21099167689681053, "loss_rpn_cls": 0.02600860921666026, "loss_rpn_loc": 0.05547817307524383, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9141415494769336, "mask_rcnn/false_negative": 0.08524633845688304, "mask_rcnn/false_positive": 0.09913325700643816, "roi_head/num_bg_samples": 452.125, "roi_head/num_fg_samples": 59.875, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 1.002975346520543, "total_loss": 0.6061033128062263}
{"data_time": 0.014585184399038553, "eta_seconds": 11096.326319128275, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.24989399869536855, "fast_rcnn/fg_cls_accuracy": 0.7422835907898573, "iteration": 258899, "loss_box_reg": 0.19745878409594297, "loss_cls": 0.14559630630537868, "loss_mask": 0.21008777990937233, "loss_rpn_cls": 0.022435432765632868, "loss_rpn_loc": 0.060248557303566486, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9019177112498269, "mask_rcnn/false_negative": 0.10122744070027852, "mask_rcnn/false_positive": 0.10437419574775358, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0333007322624326, "total_loss": 0.6607528897002339}
{"data_time": 0.016768028493970633, "eta_seconds": 11061.825235709548, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27207624433286204, "fast_rcnn/fg_cls_accuracy": 0.7099264705882353, "iteration": 258919, "loss_box_reg": 0.21191935241222382, "loss_cls": 0.1491909259930253, "loss_mask": 0.2106786835938692, "loss_rpn_cls": 0.02919688541442156, "loss_rpn_loc": 0.09419134352356195, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034662056751506, "mask_rcnn/false_negative": 0.09095928271308124, "mask_rcnn/false_positive": 0.10529209205756121, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9733412326313555, "total_loss": 0.716775065055117}
{"data_time": 0.014414997305721045, "eta_seconds": 11041.858042143285, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2196155099380906, "fast_rcnn/fg_cls_accuracy": 0.7544829897771075, "iteration": 258939, "loss_box_reg": 0.17886304948478937, "loss_cls": 0.13178307004272938, "loss_mask": 0.19701692275702953, "loss_rpn_cls": 0.02281465649139136, "loss_rpn_loc": 0.062128059216775, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9037050441510915, "mask_rcnn/false_negative": 0.08283988637314131, "mask_rcnn/false_positive": 0.10043735754524313, "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": 0.984311574138701, "total_loss": 0.5925222890800796}
{"data_time": 0.014346602372825146, "eta_seconds": 11004.390729367733, "fast_rcnn/cls_accuracy": 0.960693359375, "fast_rcnn/false_negative": 0.2211372190011189, "fast_rcnn/fg_cls_accuracy": 0.7788627809988811, "iteration": 258959, "loss_box_reg": 0.1783707793802023, "loss_cls": 0.13760355510748923, "loss_mask": 0.20991789549589157, "loss_rpn_cls": 0.024070355866570026, "loss_rpn_loc": 0.05914786295033991, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134153953798512, "mask_rcnn/false_negative": 0.07685715145105461, "mask_rcnn/false_positive": 0.09671964862095311, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9736851016059518, "total_loss": 0.6432370248949155}
{"data_time": 0.0174034652300179, "eta_seconds": 10985.657123392448, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.232010582010582, "fast_rcnn/fg_cls_accuracy": 0.7508140008140007, "iteration": 258979, "loss_box_reg": 0.19752686098217964, "loss_cls": 0.13738987175747752, "loss_mask": 0.20029122196137905, "loss_rpn_cls": 0.020681876922026277, "loss_rpn_loc": 0.06276621157303452, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005869206167332, "mask_rcnn/false_negative": 0.0812910555028131, "mask_rcnn/false_positive": 0.11215614768777676, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.0155818881466985, "total_loss": 0.6331975845387205}
{"data_time": 0.024672778323292732, "eta_seconds": 10962.24506944418, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.1903409090909091, "fast_rcnn/fg_cls_accuracy": 0.7801546631161753, "iteration": 258999, "loss_box_reg": 0.1875931192189455, "loss_cls": 0.12906420789659023, "loss_mask": 0.2132918667048216, "loss_rpn_cls": 0.020758452592417598, "loss_rpn_loc": 0.06165657564997673, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9135187380709553, "mask_rcnn/false_negative": 0.09167466268596827, "mask_rcnn/false_positive": 0.08944027855391581, "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": 0.9844897757284343, "total_loss": 0.6257037202594802}
{"data_time": 0.01958806999027729, "eta_seconds": 10943.51360399276, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.19279133795732514, "fast_rcnn/fg_cls_accuracy": 0.7543078986740959, "iteration": 259019, "loss_box_reg": 0.20106534846127033, "loss_cls": 0.14826725702732801, "loss_mask": 0.22030644491314888, "loss_rpn_cls": 0.024007333093322814, "loss_rpn_loc": 0.06330030178651214, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035715247637517, "mask_rcnn/false_negative": 0.09356631643406353, "mask_rcnn/false_positive": 0.09448424527563463, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9934628433547914, "total_loss": 0.6417641042498872}
{"data_time": 0.015105579979717731, "eta_seconds": 10925.844108201563, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.21456500488758554, "fast_rcnn/fg_cls_accuracy": 0.7695167544578949, "iteration": 259039, "loss_box_reg": 0.19713092036545277, "loss_cls": 0.14639982301741838, "loss_mask": 0.2131238989531994, "loss_rpn_cls": 0.023162816651165485, "loss_rpn_loc": 0.0531007899553515, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910252080313493, "mask_rcnn/false_negative": 0.08329069926578285, "mask_rcnn/false_positive": 0.09107101515047944, "roi_head/num_bg_samples": 431.375, "roi_head/num_fg_samples": 80.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.036411166191101, "total_loss": 0.6515060105593875}
{"data_time": 0.01955706113949418, "eta_seconds": 10905.906436471269, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.22699849170437406, "fast_rcnn/fg_cls_accuracy": 0.7599646730081513, "iteration": 259059, "loss_box_reg": 0.19373471662402153, "loss_cls": 0.1353495055809617, "loss_mask": 0.21140879951417446, "loss_rpn_cls": 0.02136070089181885, "loss_rpn_loc": 0.06699709186796099, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9051199780987664, "mask_rcnn/false_negative": 0.09386392742880717, "mask_rcnn/false_positive": 0.10281424812586007, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0143670588731766, "total_loss": 0.6128718805848621}
{"data_time": 0.013918295968323946, "eta_seconds": 10885.968764740974, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.17856557377049181, "fast_rcnn/fg_cls_accuracy": 0.8074586776859505, "iteration": 259079, "loss_box_reg": 0.15989021072164178, "loss_cls": 0.11681997822597623, "loss_mask": 0.19696092046797276, "loss_rpn_cls": 0.019616314209997654, "loss_rpn_loc": 0.04383290046826005, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9182308088206073, "mask_rcnn/false_negative": 0.07517745095919257, "mask_rcnn/false_positive": 0.09381441609959199, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.9994286624714732, "total_loss": 0.5474073653458618}
{"data_time": 0.017484101932495832, "eta_seconds": 10870.709682721645, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.17754334022972107, "fast_rcnn/fg_cls_accuracy": 0.78850060950833, "iteration": 259099, "loss_box_reg": 0.17921345122158527, "loss_cls": 0.12830889038741589, "loss_mask": 0.20233900099992752, "loss_rpn_cls": 0.019214045722037554, "loss_rpn_loc": 0.05091146030463278, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9165294274590767, "mask_rcnn/false_negative": 0.08419795570453073, "mask_rcnn/false_positive": 0.08875698887976004, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0016370615921915, "total_loss": 0.5771233226987533}
{"data_time": 0.02023816853761673, "eta_seconds": 10850.763426423073, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2455593483637553, "fast_rcnn/fg_cls_accuracy": 0.7332479952605633, "iteration": 259119, "loss_box_reg": 0.18243879079818726, "loss_cls": 0.13499001786112785, "loss_mask": 0.21850566565990448, "loss_rpn_cls": 0.022533830822794698, "loss_rpn_loc": 0.05785998795181513, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055147446096277, "mask_rcnn/false_negative": 0.09208205542651118, "mask_rcnn/false_positive": 0.0936071348696564, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9983490593731403, "total_loss": 0.6349735108669847}
{"data_time": 0.012997661717236042, "eta_seconds": 10827.958826702088, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2619142075335429, "fast_rcnn/fg_cls_accuracy": 0.7234913234913235, "iteration": 259139, "loss_box_reg": 0.19217504747211933, "loss_cls": 0.15050964709371328, "loss_mask": 0.22289289720356464, "loss_rpn_cls": 0.025528698577545583, "loss_rpn_loc": 0.0634317856747657, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8985242260975969, "mask_rcnn/false_negative": 0.08518168066080989, "mask_rcnn/false_positive": 0.1097145094739863, "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": 1.0024185334332287, "total_loss": 0.6651303273392841}
{"data_time": 0.014777335338294506, "eta_seconds": 10819.952358920127, "fast_rcnn/cls_accuracy": 0.934326171875, "fast_rcnn/false_negative": 0.22359335433265393, "fast_rcnn/fg_cls_accuracy": 0.7136608970779825, "iteration": 259159, "loss_box_reg": 0.18443658016622066, "loss_cls": 0.1250864714384079, "loss_mask": 0.20731720700860023, "loss_rpn_cls": 0.02099913771962747, "loss_rpn_loc": 0.05679007852450013, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007334310848053, "mask_rcnn/false_negative": 0.0938496086973157, "mask_rcnn/false_positive": 0.1058187649787169, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 1.0147666670382023, "total_loss": 0.5965286067221314}
{"data_time": 0.01587511319667101, "eta_seconds": 10806.469470597804, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22829746232964176, "fast_rcnn/fg_cls_accuracy": 0.7414461692783834, "iteration": 259179, "loss_box_reg": 0.17791552934795618, "loss_cls": 0.12102266633883119, "loss_mask": 0.21123811695724726, "loss_rpn_cls": 0.01775390573311597, "loss_rpn_loc": 0.06746239657513797, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9158508352665865, "mask_rcnn/false_negative": 0.07957053837733624, "mask_rcnn/false_positive": 0.08646479880117722, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.9988877279683948, "total_loss": 0.5950421302113682}
{"data_time": 0.016968995332717896, "eta_seconds": 10789.274590462446, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.20948905109489052, "fast_rcnn/fg_cls_accuracy": 0.7591322340980188, "iteration": 259199, "loss_box_reg": 0.19206114672124386, "loss_cls": 0.1341942516155541, "loss_mask": 0.21408569812774658, "loss_rpn_cls": 0.02422820287756622, "loss_rpn_loc": 0.06867481180233881, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068170623721786, "mask_rcnn/false_negative": 0.08971800265621568, "mask_rcnn/false_positive": 0.08626685469439727, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0023283967748284, "total_loss": 0.6345485972706228}
{"data_time": 0.01889803260564804, "eta_seconds": 10767.092173174024, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20702502316960147, "fast_rcnn/fg_cls_accuracy": 0.7777199778638628, "iteration": 259219, "loss_box_reg": 0.18211426166817546, "loss_cls": 0.12664549588225782, "loss_mask": 0.21716542355716228, "loss_rpn_cls": 0.02176751424849499, "loss_rpn_loc": 0.06422164477407932, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9133739585345415, "mask_rcnn/false_negative": 0.08366986173029645, "mask_rcnn/false_positive": 0.08685214453172127, "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": 0.9888091213069856, "total_loss": 0.6195310511393473}
{"data_time": 0.01765546388924122, "eta_seconds": 10748.14952969551, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.21297918241660982, "fast_rcnn/fg_cls_accuracy": 0.7826627784367999, "iteration": 259239, "loss_box_reg": 0.1962106805294752, "loss_cls": 0.14933693734928966, "loss_mask": 0.21002595126628876, "loss_rpn_cls": 0.022573142196051776, "loss_rpn_loc": 0.05333003407577053, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9129667658001879, "mask_rcnn/false_negative": 0.0772495578202681, "mask_rcnn/false_positive": 0.10122165458973083, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 230.375, "rpn/num_pos_anchors": 25.625, "time": 1.023184668738395, "total_loss": 0.6299363347934559}
{"data_time": 0.013871253468096256, "eta_seconds": 10729.334176070988, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2506544138123086, "fast_rcnn/fg_cls_accuracy": 0.7290153926295795, "iteration": 259259, "loss_box_reg": 0.2050336031243205, "loss_cls": 0.15156736131757498, "loss_mask": 0.22177286818623543, "loss_rpn_cls": 0.02464280871208757, "loss_rpn_loc": 0.06082705082371831, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9040346245662707, "mask_rcnn/false_negative": 0.08327290789784914, "mask_rcnn/false_positive": 0.10138053550053641, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.02471789624542, "total_loss": 0.6412200523773208}
{"data_time": 0.013637840282171965, "eta_seconds": 10707.164016366005, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.234834903079733, "fast_rcnn/fg_cls_accuracy": 0.7443288954916862, "iteration": 259279, "loss_box_reg": 0.18897440005093813, "loss_cls": 0.1494209375232458, "loss_mask": 0.21703512780368328, "loss_rpn_cls": 0.021790208003949374, "loss_rpn_loc": 0.06780821178108454, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9029701166180758, "mask_rcnn/false_negative": 0.08314674264069076, "mask_rcnn/false_positive": 0.1116036271235596, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0241586589254439, "total_loss": 0.6509826360270381}
{"data_time": 0.016445333138108253, "eta_seconds": 10689.94793239981, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.2358829568788501, "fast_rcnn/fg_cls_accuracy": 0.7538274449564772, "iteration": 259299, "loss_box_reg": 0.19607316702604294, "loss_cls": 0.14007389266043901, "loss_mask": 0.2059047631919384, "loss_rpn_cls": 0.02279486390762031, "loss_rpn_loc": 0.07302907481789589, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9093469118416597, "mask_rcnn/false_negative": 0.07867187060686348, "mask_rcnn/false_positive": 0.10492075877180754, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 1.0036183190532029, "total_loss": 0.6458280942752026}
{"data_time": 0.016516047064214945, "eta_seconds": 10671.514216605574, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2603440860215054, "fast_rcnn/fg_cls_accuracy": 0.6956011730205278, "iteration": 259319, "loss_box_reg": 0.1960909990593791, "loss_cls": 0.13827401492744684, "loss_mask": 0.22143178898841143, "loss_rpn_cls": 0.02604983397759497, "loss_rpn_loc": 0.07030203752219677, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9006955215005723, "mask_rcnn/false_negative": 0.0827604752360768, "mask_rcnn/false_positive": 0.11628920683647821, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9934068275615573, "total_loss": 0.6531999931612518}
{"data_time": 0.017986520659178495, "eta_seconds": 10658.924227794632, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2382064879430664, "fast_rcnn/fg_cls_accuracy": 0.7316993464052288, "iteration": 259339, "loss_box_reg": 0.20500943530350924, "loss_cls": 0.1425113957375288, "loss_mask": 0.223853824660182, "loss_rpn_cls": 0.022639373957645148, "loss_rpn_loc": 0.06767122889868915, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9011120148542509, "mask_rcnn/false_negative": 0.08099667365929557, "mask_rcnn/false_positive": 0.11252324275854617, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.0043376507237554, "total_loss": 0.6523658926598728}
{"data_time": 0.017882824409753084, "eta_seconds": 10643.676295392215, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22705469381754023, "fast_rcnn/fg_cls_accuracy": 0.759143203705065, "iteration": 259359, "loss_box_reg": 0.19899813551455736, "loss_cls": 0.15407223347574472, "loss_mask": 0.2222658172249794, "loss_rpn_cls": 0.021776683046482503, "loss_rpn_loc": 0.07635882729664445, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062042868169896, "mask_rcnn/false_negative": 0.0880578214442414, "mask_rcnn/false_positive": 0.10005504237843765, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0324125196784735, "total_loss": 0.6708404233795591}
{"data_time": 0.015681777149438858, "eta_seconds": 10628.446517502889, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22965811535459835, "fast_rcnn/fg_cls_accuracy": 0.7386648004411078, "iteration": 259379, "loss_box_reg": 0.19079755619168282, "loss_cls": 0.14076187927275896, "loss_mask": 0.21394841000437737, "loss_rpn_cls": 0.02330891031306237, "loss_rpn_loc": 0.059964807238429785, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9002137208405033, "mask_rcnn/false_negative": 0.09016215803883795, "mask_rcnn/false_positive": 0.09412432362560706, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0196371669881046, "total_loss": 0.6301671560504474}
{"data_time": 0.01621867809444666, "eta_seconds": 10605.924830585718, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.22745361608801004, "fast_rcnn/fg_cls_accuracy": 0.7370744094805579, "iteration": 259399, "loss_box_reg": 0.18761089630424976, "loss_cls": 0.1348647209815681, "loss_mask": 0.20972742699086666, "loss_rpn_cls": 0.021855585742741823, "loss_rpn_loc": 0.062390889623202384, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101344393511477, "mask_rcnn/false_negative": 0.0884354583618537, "mask_rcnn/false_positive": 0.09468043690470662, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9809480095282197, "total_loss": 0.6182419047690928}
{"data_time": 0.01914607733488083, "eta_seconds": 10582.626845557243, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2229089491128875, "fast_rcnn/fg_cls_accuracy": 0.7617819057447541, "iteration": 259419, "loss_box_reg": 0.2133729625493288, "loss_cls": 0.1479730410501361, "loss_mask": 0.22578389570116997, "loss_rpn_cls": 0.02711794845527038, "loss_rpn_loc": 0.08500499872025102, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9031274607318993, "mask_rcnn/false_negative": 0.0884824850849375, "mask_rcnn/false_positive": 0.09642333951440264, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9818356623873115, "total_loss": 0.7183721297187731}
{"data_time": 0.013261072337627411, "eta_seconds": 10560.458944290876, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24991385426168033, "fast_rcnn/fg_cls_accuracy": 0.7500861457383197, "iteration": 259439, "loss_box_reg": 0.18726290855556726, "loss_cls": 0.1405879557132721, "loss_mask": 0.2147490382194519, "loss_rpn_cls": 0.024110367812681943, "loss_rpn_loc": 0.06219646753743291, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035554192498758, "mask_rcnn/false_negative": 0.0972345221161591, "mask_rcnn/false_positive": 0.10569456100333385, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9719521263614297, "total_loss": 0.6339172327425331}
{"data_time": 0.01505374675616622, "eta_seconds": 10538.936337800696, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2182858910891089, "fast_rcnn/fg_cls_accuracy": 0.7755952380952381, "iteration": 259459, "loss_box_reg": 0.19131093099713326, "loss_cls": 0.1415977980941534, "loss_mask": 0.21742299385368824, "loss_rpn_cls": 0.021991032175719738, "loss_rpn_loc": 0.05509297747630626, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9066996443167552, "mask_rcnn/false_negative": 0.0967081692502099, "mask_rcnn/false_positive": 0.10081504007579374, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9777782773599029, "total_loss": 0.6382268036250025}
{"data_time": 0.01999773643910885, "eta_seconds": 10521.798421777785, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.20694861744475118, "fast_rcnn/fg_cls_accuracy": 0.7509369945161163, "iteration": 259479, "loss_box_reg": 0.1979037318378687, "loss_cls": 0.14694742020219564, "loss_mask": 0.21139193326234818, "loss_rpn_cls": 0.026308048516511917, "loss_rpn_loc": 0.06943884724751115, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903776055822294, "mask_rcnn/false_negative": 0.09036361820022573, "mask_rcnn/false_positive": 0.09469736364146206, "roi_head/num_bg_samples": 428.125, "roi_head/num_fg_samples": 83.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0229996172711253, "total_loss": 0.6470728078857064}
{"data_time": 0.01797585003077984, "eta_seconds": 10496.07887165621, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23623874501067482, "fast_rcnn/fg_cls_accuracy": 0.7459893545745552, "iteration": 259499, "loss_box_reg": 0.2033462356775999, "loss_cls": 0.15009425673633814, "loss_mask": 0.21743115596473217, "loss_rpn_cls": 0.025938795326510444, "loss_rpn_loc": 0.06270719668827951, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9129769735387236, "mask_rcnn/false_negative": 0.08686798852266264, "mask_rcnn/false_positive": 0.08497036688888955, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9865505290217698, "total_loss": 0.6689430122205522}
{"data_time": 0.018572446890175343, "eta_seconds": 10476.086340472102, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2039238474735735, "fast_rcnn/fg_cls_accuracy": 0.7882611605009081, "iteration": 259519, "loss_box_reg": 0.18787297699600458, "loss_cls": 0.13054142519831657, "loss_mask": 0.21057134307920933, "loss_rpn_cls": 0.020635202527046204, "loss_rpn_loc": 0.06422425853088498, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9029638529518951, "mask_rcnn/false_negative": 0.08807050565593472, "mask_rcnn/false_positive": 0.10507881290361297, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.007450849749148, "total_loss": 0.623489168821834}
{"data_time": 0.015379276126623154, "eta_seconds": 10458.944411138073, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.26151926508173795, "fast_rcnn/fg_cls_accuracy": 0.7036717495987159, "iteration": 259539, "loss_box_reg": 0.186633026227355, "loss_cls": 0.14211361203342676, "loss_mask": 0.22203840874135494, "loss_rpn_cls": 0.02556992950849235, "loss_rpn_loc": 0.07204668002668768, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111735803104317, "mask_rcnn/false_negative": 0.07993911082493692, "mask_rcnn/false_positive": 0.1036125068007802, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.033400655258447, "total_loss": 0.6344696123851463}
{"data_time": 0.01973855495452881, "eta_seconds": 10449.067006073892, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.19713927002062595, "fast_rcnn/fg_cls_accuracy": 0.787357941204095, "iteration": 259559, "loss_box_reg": 0.19087475538253784, "loss_cls": 0.1439748271368444, "loss_mask": 0.22291414067149162, "loss_rpn_cls": 0.02404079434927553, "loss_rpn_loc": 0.07490802998654544, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9188769540172601, "mask_rcnn/false_negative": 0.08896063739291729, "mask_rcnn/false_positive": 0.09472940229323376, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 231.375, "rpn/num_pos_anchors": 24.625, "time": 1.038799496833235, "total_loss": 0.6442882082774304}
{"data_time": 0.013655773364007473, "eta_seconds": 10437.415079819039, "fast_rcnn/cls_accuracy": 0.966064453125, "fast_rcnn/false_negative": 0.1941107300342969, "fast_rcnn/fg_cls_accuracy": 0.7885580579116701, "iteration": 259579, "loss_box_reg": 0.18378850910812616, "loss_cls": 0.13369273580610752, "loss_mask": 0.20777744054794312, "loss_rpn_cls": 0.022382808150723577, "loss_rpn_loc": 0.0706226252950728, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9319272458282051, "mask_rcnn/false_negative": 0.0639980512246339, "mask_rcnn/false_positive": 0.09036731146949167, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0065178624354303, "total_loss": 0.6296746652806178}
{"data_time": 0.01563853956758976, "eta_seconds": 10417.381653562188, "fast_rcnn/cls_accuracy": 0.968505859375, "fast_rcnn/false_negative": 0.1378553177898435, "fast_rcnn/fg_cls_accuracy": 0.809866220735786, "iteration": 259599, "loss_box_reg": 0.18444751668721437, "loss_cls": 0.13092468795366585, "loss_mask": 0.2023562528192997, "loss_rpn_cls": 0.0227992421714589, "loss_rpn_loc": 0.07023886637762189, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9234436891845346, "mask_rcnn/false_negative": 0.07349710921863573, "mask_rcnn/false_positive": 0.08384466271479202, "roi_head/num_bg_samples": 456.125, "roi_head/num_fg_samples": 55.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9962296881712973, "total_loss": 0.6131743807345629}
{"data_time": 0.015027588233351707, "eta_seconds": 10399.516888037324, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2486062435301014, "fast_rcnn/fg_cls_accuracy": 0.704421768707483, "iteration": 259619, "loss_box_reg": 0.19646839890629053, "loss_cls": 0.15712201688438654, "loss_mask": 0.21695462614297867, "loss_rpn_cls": 0.026127598772291094, "loss_rpn_loc": 0.07996199885383248, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9119927082062953, "mask_rcnn/false_negative": 0.079816572959548, "mask_rcnn/false_positive": 0.10002612992598114, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.027896844316274, "total_loss": 0.6739388142013922}
{"data_time": 0.013968758285045624, "eta_seconds": 10379.479283243418, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21672737739575787, "fast_rcnn/fg_cls_accuracy": 0.7779414672730868, "iteration": 259639, "loss_box_reg": 0.17844319064170122, "loss_cls": 0.11937121860682964, "loss_mask": 0.21747184731066227, "loss_rpn_cls": 0.017791362013667822, "loss_rpn_loc": 0.05834963882807642, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9013719751754855, "mask_rcnn/false_negative": 0.09341810984778327, "mask_rcnn/false_positive": 0.08700334674960243, "roi_head/num_bg_samples": 447.125, "roi_head/num_fg_samples": 64.875, "rpn/num_neg_anchors": 230.625, "rpn/num_pos_anchors": 25.375, "time": 0.981232498306781, "total_loss": 0.5945912087336183}
{"data_time": 0.0141838900744915, "eta_seconds": 10354.54218561761, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.2212798485730926, "fast_rcnn/fg_cls_accuracy": 0.771196085125754, "iteration": 259659, "loss_box_reg": 0.20080459862947464, "loss_cls": 0.13988350797444582, "loss_mask": 0.2121109738945961, "loss_rpn_cls": 0.026215970108751208, "loss_rpn_loc": 0.06010139640420675, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9165604396698799, "mask_rcnn/false_negative": 0.08019690622952386, "mask_rcnn/false_positive": 0.09595816504865765, "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": 0.9633947503753006, "total_loss": 0.6479955167742446}
{"data_time": 0.012555911671370268, "eta_seconds": 10337.247948534787, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.23134536118350335, "fast_rcnn/fg_cls_accuracy": 0.7628237350264092, "iteration": 259679, "loss_box_reg": 0.1802903227508068, "loss_cls": 0.14278922509402037, "loss_mask": 0.2127716038376093, "loss_rpn_cls": 0.026066883467137814, "loss_rpn_loc": 0.06333255325444043, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9077007981020957, "mask_rcnn/false_negative": 0.08932108748936102, "mask_rcnn/false_positive": 0.10500936255722584, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0094303409568965, "total_loss": 0.6182806308061117}
{"data_time": 0.016342337243258953, "eta_seconds": 10301.76081219688, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.19576487769258855, "fast_rcnn/fg_cls_accuracy": 0.8033324178339284, "iteration": 259699, "loss_box_reg": 0.2042746189981699, "loss_cls": 0.14328204095363617, "loss_mask": 0.21289825439453125, "loss_rpn_cls": 0.023418284370563924, "loss_rpn_loc": 0.06196356122381985, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083121554663419, "mask_rcnn/false_negative": 0.08488492947006923, "mask_rcnn/false_positive": 0.09474587903659579, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9720226628705859, "total_loss": 0.6257540076039732}
{"data_time": 0.017722664400935173, "eta_seconds": 10291.07734322548, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.23548043909279948, "fast_rcnn/fg_cls_accuracy": 0.7545214952367135, "iteration": 259719, "loss_box_reg": 0.19297889899462461, "loss_cls": 0.1300900550559163, "loss_mask": 0.20684926211833954, "loss_rpn_cls": 0.02063196199014783, "loss_rpn_loc": 0.05127124418504536, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063288609489584, "mask_rcnn/false_negative": 0.08806404985851099, "mask_rcnn/false_positive": 0.0924130756503397, "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": 1.0159302693791687, "total_loss": 0.6147566256695427}
{"data_time": 0.014266746584326029, "eta_seconds": 10261.753974091262, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23756613756613756, "fast_rcnn/fg_cls_accuracy": 0.7106374807987711, "iteration": 259739, "loss_box_reg": 0.20282810740172863, "loss_cls": 0.13488801382482052, "loss_mask": 0.20930302515625954, "loss_rpn_cls": 0.021826925876666792, "loss_rpn_loc": 0.054767603520303965, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8965613592234154, "mask_rcnn/false_negative": 0.07810348161590344, "mask_rcnn/false_positive": 0.11587905953919272, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0011816304177046, "total_loss": 0.6310003283433616}
{"data_time": 0.016276072710752487, "eta_seconds": 10231.86381816864, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23947107203630175, "fast_rcnn/fg_cls_accuracy": 0.7416452628676737, "iteration": 259759, "loss_box_reg": 0.17694412171840668, "loss_cls": 0.13056610198691487, "loss_mask": 0.2048569954931736, "loss_rpn_cls": 0.019043182372115552, "loss_rpn_loc": 0.06259531842079014, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9130484044537635, "mask_rcnn/false_negative": 0.08398526036730608, "mask_rcnn/false_positive": 0.10059260978437079, "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": 0.9776306641288102, "total_loss": 0.5939242106687743}
{"data_time": 0.013936437666416168, "eta_seconds": 10218.534500328824, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.25108214521532857, "fast_rcnn/fg_cls_accuracy": 0.7210915982014643, "iteration": 259779, "loss_box_reg": 0.18959710001945496, "loss_cls": 0.1321343407034874, "loss_mask": 0.22071439400315285, "loss_rpn_cls": 0.021828028504387476, "loss_rpn_loc": 0.06475091259926558, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9080184103871767, "mask_rcnn/false_negative": 0.08271035765257059, "mask_rcnn/false_positive": 0.10163612289792695, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 1.009836773853749, "total_loss": 0.6182277729967609}
{"data_time": 0.014818576164543629, "eta_seconds": 10206.071936432272, "fast_rcnn/cls_accuracy": 0.960205078125, "fast_rcnn/false_negative": 0.191646296401569, "fast_rcnn/fg_cls_accuracy": 0.784432064376354, "iteration": 259799, "loss_box_reg": 0.18421389255672693, "loss_cls": 0.1379354391247034, "loss_mask": 0.21168475784361362, "loss_rpn_cls": 0.02487457264214754, "loss_rpn_loc": 0.05239839758723974, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.918580109455656, "mask_rcnn/false_negative": 0.07251648433670155, "mask_rcnn/false_positive": 0.08644895034710336, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.012114470358938, "total_loss": 0.6067331659141928}
{"data_time": 0.019651842303574085, "eta_seconds": 10175.06344220601, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22666813477207665, "fast_rcnn/fg_cls_accuracy": 0.7364413572001068, "iteration": 259819, "loss_box_reg": 0.2077673077583313, "loss_cls": 0.1432179743424058, "loss_mask": 0.22487738728523254, "loss_rpn_cls": 0.02881811244878918, "loss_rpn_loc": 0.07493880379479378, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9048193400167085, "mask_rcnn/false_negative": 0.08306803103267713, "mask_rcnn/false_positive": 0.1028839064300657, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9872365803457797, "total_loss": 0.6700802730629221}
{"data_time": 0.015160565730184317, "eta_seconds": 10174.289033450186, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.1984848484848485, "fast_rcnn/fg_cls_accuracy": 0.7791551882460974, "iteration": 259839, "loss_box_reg": 0.19877848215401173, "loss_cls": 0.14721097517758608, "loss_mask": 0.21572657115757465, "loss_rpn_cls": 0.023905661480966955, "loss_rpn_loc": 0.06656274246051908, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9130714566897237, "mask_rcnn/false_negative": 0.08835234925093997, "mask_rcnn/false_positive": 0.08980673601055686, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.0255268164910376, "total_loss": 0.6596953432890587}
{"data_time": 0.015560789965093136, "eta_seconds": 10141.879849908873, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2440819598459913, "fast_rcnn/fg_cls_accuracy": 0.7275588730295361, "iteration": 259859, "loss_box_reg": 0.21320420503616333, "loss_cls": 0.1508745141327381, "loss_mask": 0.21801564283668995, "loss_rpn_cls": 0.02598919696174562, "loss_rpn_loc": 0.07126208790577948, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9121318639381686, "mask_rcnn/false_negative": 0.0872828102400411, "mask_rcnn/false_positive": 0.08834012115472165, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 0.9895330634899437, "total_loss": 0.6917059025436174}
{"data_time": 0.02514911163598299, "eta_seconds": 10111.959164049476, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24457020908747096, "fast_rcnn/fg_cls_accuracy": 0.7360765488785782, "iteration": 259879, "loss_box_reg": 0.19673618022352457, "loss_cls": 0.1386573687195778, "loss_mask": 0.21077091805636883, "loss_rpn_cls": 0.025584642426110804, "loss_rpn_loc": 0.07106005190871656, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9095738933843736, "mask_rcnn/false_negative": 0.08221198843754608, "mask_rcnn/false_positive": 0.09836041787610245, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9886008761823177, "total_loss": 0.6641718754544854}
{"data_time": 0.02199428854510188, "eta_seconds": 10091.975055029616, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.18383033419023137, "fast_rcnn/fg_cls_accuracy": 0.8161696658097686, "iteration": 259899, "loss_box_reg": 0.20662122499197721, "loss_cls": 0.1491974415257573, "loss_mask": 0.2135971002280712, "loss_rpn_cls": 0.027186607476323843, "loss_rpn_loc": 0.07265081442892551, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9171522912647646, "mask_rcnn/false_negative": 0.07638288128539462, "mask_rcnn/false_positive": 0.10032265806755603, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.013090763706714, "total_loss": 0.6799717511748895}
{"data_time": 0.024376762565225363, "eta_seconds": 10086.169204115868, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.24071731118323342, "fast_rcnn/fg_cls_accuracy": 0.6992913000977518, "iteration": 259919, "loss_box_reg": 0.1985750924795866, "loss_cls": 0.14281413611024618, "loss_mask": 0.21750302612781525, "loss_rpn_cls": 0.0238242318155244, "loss_rpn_loc": 0.06053730961866677, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9017937410224037, "mask_rcnn/false_negative": 0.08536866536367546, "mask_rcnn/false_positive": 0.10456575139682825, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0057454113848507, "total_loss": 0.6512233365792781}
{"data_time": 0.022765493486076593, "eta_seconds": 10066.15696363151, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.25030906593406593, "fast_rcnn/fg_cls_accuracy": 0.721411401098901, "iteration": 259939, "loss_box_reg": 0.20699559524655342, "loss_cls": 0.14355944423004985, "loss_mask": 0.20983741525560617, "loss_rpn_cls": 0.02147829916793853, "loss_rpn_loc": 0.05444541107863188, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9151718052625504, "mask_rcnn/false_negative": 0.08277013839335148, "mask_rcnn/false_positive": 0.09539263757172667, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 0.9943007407709956, "total_loss": 0.6329239577753469}
{"data_time": 0.019675778690725565, "eta_seconds": 10062.520567048341, "fast_rcnn/cls_accuracy": 0.960693359375, "fast_rcnn/false_negative": 0.19844559585492227, "fast_rcnn/fg_cls_accuracy": 0.7924227318045862, "iteration": 259959, "loss_box_reg": 0.19588882010430098, "loss_cls": 0.14196977578103542, "loss_mask": 0.21621242258697748, "loss_rpn_cls": 0.02695467817829922, "loss_rpn_loc": 0.0569803835824132, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9160052958825488, "mask_rcnn/false_negative": 0.09044768884778567, "mask_rcnn/false_positive": 0.0912318609207337, "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": 1.027359870262444, "total_loss": 0.6494230107055046}
{"data_time": 0.021362947765737772, "eta_seconds": 10040.923174442723, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24586554272430022, "fast_rcnn/fg_cls_accuracy": 0.7480910620121339, "iteration": 259979, "loss_box_reg": 0.20404787361621857, "loss_cls": 0.1393485376611352, "loss_mask": 0.20867143757641315, "loss_rpn_cls": 0.023428470478393137, "loss_rpn_loc": 0.07141473412048072, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034680697387941, "mask_rcnn/false_negative": 0.09041069208319397, "mask_rcnn/false_positive": 0.09981286438099513, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 0.9856470311060548, "total_loss": 0.6272379303118214}
{"bbox/AP": 46.574221211084065, "bbox/AP-airplane": 69.71251059409475, "bbox/AP-apple": 24.044737658443474, "bbox/AP-backpack": 20.60920654021649, "bbox/AP-banana": 29.541692693756765, "bbox/AP-baseball bat": 38.138987814074284, "bbox/AP-baseball glove": 42.34146947869269, "bbox/AP-bear": 74.89302506248889, "bbox/AP-bed": 46.57308885394741, "bbox/AP-bench": 29.954976833109132, "bbox/AP-bicycle": 36.33502833286156, "bbox/AP-bird": 40.71993904798087, "bbox/AP-boat": 31.045298133202547, "bbox/AP-book": 18.8726653272537, "bbox/AP-bottle": 43.14814533701102, "bbox/AP-bowl": 46.4909943950431, "bbox/AP-broccoli": 26.9607236154409, "bbox/AP-bus": 69.86723756613584, "bbox/AP-cake": 42.638206228753006, "bbox/AP-car": 49.04788147892734, "bbox/AP-carrot": 25.72619929878646, "bbox/AP-cat": 70.84086454618344, "bbox/AP-cell phone": 40.71356842468909, "bbox/AP-chair": 33.08867886196396, "bbox/AP-clock": 53.18187828036017, "bbox/AP-couch": 47.56005697985876, "bbox/AP-cow": 64.353367804201, "bbox/AP-cup": 46.85602923806507, "bbox/AP-dining table": 31.260195456396094, "bbox/AP-dog": 69.97060408313332, "bbox/AP-donut": 54.468489621012914, "bbox/AP-elephant": 68.51134230452729, "bbox/AP-fire hydrant": 71.99423509686333, "bbox/AP-fork": 42.22968232938328, "bbox/AP-frisbee": 70.86171834531889, "bbox/AP-giraffe": 70.08958976722312, "bbox/AP-hair drier": 3.9603960396039604, "bbox/AP-handbag": 20.967505808409513, "bbox/AP-horse": 62.49401298545462, "bbox/AP-hot dog": 35.564545674524055, "bbox/AP-keyboard": 53.046988365436164, "bbox/AP-kite": 47.951655922842164, "bbox/AP-knife": 25.822816119429554, "bbox/AP-laptop": 64.70097367600543, "bbox/AP-microwave": 58.75264356826547, "bbox/AP-motorcycle": 48.14028913840271, "bbox/AP-mouse": 64.95666618351495, "bbox/AP-orange": 32.76610370991392, "bbox/AP-oven": 38.13207912683932, "bbox/AP-parking meter": 48.63845934990441, "bbox/AP-person": 58.121629946388865, "bbox/AP-pizza": 55.03747348605587, "bbox/AP-potted plant": 31.704798231803043, "bbox/AP-refrigerator": 59.2218150501895, "bbox/AP-remote": 41.46409316149204, "bbox/AP-sandwich": 39.569112914415996, "bbox/AP-scissors": 36.851391546661034, "bbox/AP-sheep": 56.55012361570421, "bbox/AP-sink": 41.164647137281804, "bbox/AP-skateboard": 56.509407171562046, "bbox/AP-skis": 31.659354396795248, "bbox/AP-snowboard": 44.88539098679705, "bbox/AP-spoon": 23.60843413740154, "bbox/AP-sports ball": 51.75368492895719, "bbox/AP-stop sign": 72.3932497208148, "bbox/AP-suitcase": 44.85146558250725, "bbox/AP-surfboard": 45.18893292107527, "bbox/AP-teddy bear": 52.940008693357576, "bbox/AP-tennis racket": 54.56099577863044, "bbox/AP-tie": 38.77045434790486, "bbox/AP-toaster": 47.9142558661951, "bbox/AP-toilet": 64.2097048761118, "bbox/AP-toothbrush": 34.04746539674199, "bbox/AP-traffic light": 30.784945642000544, "bbox/AP-train": 67.38418843472118, "bbox/AP-truck": 41.87679523986847, "bbox/AP-tv": 59.08207235749823, "bbox/AP-umbrella": 44.77852572533759, "bbox/AP-vase": 42.18590340087156, "bbox/AP-wine glass": 40.818313978685744, "bbox/AP-zebra": 67.51161111495068, "bbox/AP50": 68.47954336414212, "bbox/AP75": 51.0696833635245, "bbox/APl": 59.02220574327613, "bbox/APm": 49.90819507941111, "bbox/APs": 31.096646727469523, "data_time": 0.013994468376040459, "eta_seconds": 10016.15327782929, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.1945336391437309, "fast_rcnn/fg_cls_accuracy": 0.7650216176315512, "iteration": 259999, "loss_box_reg": 0.19571714103221893, "loss_cls": 0.1314041493460536, "loss_mask": 0.21697455272078514, "loss_rpn_cls": 0.022491484647616744, "loss_rpn_loc": 0.07141383597627282, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063401996177655, "mask_rcnn/false_negative": 0.08138280475056814, "mask_rcnn/false_positive": 0.09491722304439715, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "segm/AP": 42.39010771929112, "segm/AP-airplane": 56.13879281015469, "segm/AP-apple": 23.816979154108573, "segm/AP-backpack": 20.393198775828413, "segm/AP-banana": 24.67792197248786, "segm/AP-baseball bat": 30.621059057775145, "segm/AP-baseball glove": 46.41549095474982, "segm/AP-bear": 74.57150094439842, "segm/AP-bed": 36.41098463286133, "segm/AP-bench": 22.550643863294436, "segm/AP-bicycle": 22.46466108478892, "segm/AP-bird": 35.07171685683927, "segm/AP-boat": 27.984836802436668, "segm/AP-book": 13.466847097650444, "segm/AP-bottle": 41.88783704670633, "segm/AP-bowl": 43.507883618170915, "segm/AP-broccoli": 24.859784292443376, "segm/AP-bus": 67.72967574748769, "segm/AP-cake": 44.18234309863757, "segm/AP-car": 45.78082170391421, "segm/AP-carrot": 22.226110797739203, "segm/AP-cat": 70.55725456588272, "segm/AP-cell phone": 39.6007217311105, "segm/AP-chair": 23.78340307653999, "segm/AP-clock": 53.764040785367214, "segm/AP-couch": 41.24158850358122, "segm/AP-cow": 55.45811426162647, "segm/AP-cup": 47.117824687780235, "segm/AP-dining table": 18.817710456545452, "segm/AP-dog": 65.97217338708619, "segm/AP-donut": 54.56643435884767, "segm/AP-elephant": 62.20505865634388, "segm/AP-fire hydrant": 68.1783584096042, "segm/AP-fork": 22.28220228613663, "segm/AP-frisbee": 68.56508463046647, "segm/AP-giraffe": 55.96257234113203, "segm/AP-hair drier": 5.527483782861045, "segm/AP-handbag": 20.11028994577619, "segm/AP-horse": 45.705530034507, "segm/AP-hot dog": 29.561007372948893, "segm/AP-keyboard": 51.31085806832082, "segm/AP-kite": 36.12507944455851, "segm/AP-knife": 18.708842198204128, "segm/AP-laptop": 65.09169006535322, "segm/AP-microwave": 61.764708470167164, "segm/AP-motorcycle": 37.85799615750429, "segm/AP-mouse": 64.0064540104436, "segm/AP-orange": 32.727864632002316, "segm/AP-oven": 35.64103250913372, "segm/AP-parking meter": 49.15145916959112, "segm/AP-person": 51.15393131966523, "segm/AP-pizza": 53.96324182956338, "segm/AP-potted plant": 27.4929693942639, "segm/AP-refrigerator": 62.10591000390134, "segm/AP-remote": 39.05892853744284, "segm/AP-sandwich": 40.70880589504034, "segm/AP-scissors": 25.964627931219475, "segm/AP-sheep": 50.765303024012354, "segm/AP-sink": 38.74680737232361, "segm/AP-skateboard": 38.11741817002503, "segm/AP-skis": 5.732042723658961, "segm/AP-snowboard": 28.077612424498145, "segm/AP-spoon": 16.63979109553727, "segm/AP-sports ball": 52.064843539010276, "segm/AP-stop sign": 70.44832421455143, "segm/AP-suitcase": 47.083816502189784, "segm/AP-surfboard": 39.62574303077881, "segm/AP-teddy bear": 52.3209438600435, "segm/AP-tennis racket": 60.27048638497913, "segm/AP-tie": 35.9840304802627, "segm/AP-toaster": 51.877134363560415, "segm/AP-toilet": 62.48504596007566, "segm/AP-toothbrush": 23.84020972547714, "segm/AP-traffic light": 30.07646426796173, "segm/AP-train": 65.30975623939305, "segm/AP-truck": 41.6513412157633, "segm/AP-tv": 62.490835088219775, "segm/AP-umbrella": 52.183907947686215, "segm/AP-vase": 42.16582433561944, "segm/AP-wine glass": 37.37143377478247, "segm/AP-zebra": 59.30915857988628, "segm/AP50": 65.79913961311381, "segm/AP75": 45.94742206412325, "segm/APl": 58.7406511795502, "segm/APm": 45.09938010374443, "segm/APs": 24.07829768278091, "time": 0.9852819126099348, "total_loss": 0.6273893464240246}
{"data_time": 0.013921207748353481, "eta_seconds": 9996.12097127363, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.20559378263807826, "fast_rcnn/fg_cls_accuracy": 0.7555595537963296, "iteration": 260019, "loss_box_reg": 0.21347808837890625, "loss_cls": 0.14063721057027578, "loss_mask": 0.21287059783935547, "loss_rpn_cls": 0.023297484251088463, "loss_rpn_loc": 0.06105724605731666, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9119042538442779, "mask_rcnn/false_negative": 0.07177023264722915, "mask_rcnn/false_positive": 0.1008373382462325, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.990655243396759, "total_loss": 0.6531614411796909}
{"data_time": 0.017254484351724386, "eta_seconds": 9948.174637332559, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.23170650398373172, "fast_rcnn/fg_cls_accuracy": 0.7377385411093276, "iteration": 260039, "loss_box_reg": 0.19486708380281925, "loss_cls": 0.1442943075671792, "loss_mask": 0.21073991805315018, "loss_rpn_cls": 0.025631801108829677, "loss_rpn_loc": 0.06242577196098864, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9117066009499641, "mask_rcnn/false_negative": 0.075635499945091, "mask_rcnn/false_positive": 0.1015912001048037, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9822872574441135, "total_loss": 0.6350231234682724}
{"data_time": 0.017077032011002302, "eta_seconds": 9927.466663867235, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2540769657211494, "fast_rcnn/fg_cls_accuracy": 0.7409033380794179, "iteration": 260059, "loss_box_reg": 0.20438770577311516, "loss_cls": 0.15503532532602549, "loss_mask": 0.21166997030377388, "loss_rpn_cls": 0.02069652732461691, "loss_rpn_loc": 0.05806009261868894, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028928578857875, "mask_rcnn/false_negative": 0.08592482856078405, "mask_rcnn/false_positive": 0.10735718921098643, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.028848797082901, "total_loss": 0.6550576649606228}
{"data_time": 0.02242713887244463, "eta_seconds": 9907.491881847382, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2211111111111111, "fast_rcnn/fg_cls_accuracy": 0.7328835978835979, "iteration": 260079, "loss_box_reg": 0.17959879944100976, "loss_cls": 0.1478282082825899, "loss_mask": 0.2176964208483696, "loss_rpn_cls": 0.025283846887759864, "loss_rpn_loc": 0.060804709792137146, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9140331092754562, "mask_rcnn/false_negative": 0.07774861053850504, "mask_rcnn/false_positive": 0.09945656482644175, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 235.875, "rpn/num_pos_anchors": 20.125, "time": 0.9946028566919267, "total_loss": 0.6448175696423277}
{"data_time": 0.015417076647281647, "eta_seconds": 9887.446349440143, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.23561041448972483, "fast_rcnn/fg_cls_accuracy": 0.7390850945494994, "iteration": 260099, "loss_box_reg": 0.19599263183772564, "loss_cls": 0.146641849540174, "loss_mask": 0.2238571848720312, "loss_rpn_cls": 0.022502154228277504, "loss_rpn_loc": 0.07117588212713599, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9093688905047831, "mask_rcnn/false_negative": 0.09192831630543347, "mask_rcnn/false_positive": 0.09140409060708395, "roi_head/num_bg_samples": 431.625, "roi_head/num_fg_samples": 80.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 0.9988683369010687, "total_loss": 0.6419118602352683}
{"data_time": 0.015020712744444609, "eta_seconds": 9867.471710350364, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.23923627241475426, "fast_rcnn/fg_cls_accuracy": 0.7439351498705749, "iteration": 260119, "loss_box_reg": 0.18820577394217253, "loss_cls": 0.1421874100342393, "loss_mask": 0.20516727305948734, "loss_rpn_cls": 0.022474226119811647, "loss_rpn_loc": 0.05293372867163271, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028684123618527, "mask_rcnn/false_negative": 0.08718793487430025, "mask_rcnn/false_positive": 0.09363339990110575, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9997358694672585, "total_loss": 0.6198827519547194}
{"data_time": 0.022362018935382366, "eta_seconds": 9847.56753578782, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24663101043469143, "fast_rcnn/fg_cls_accuracy": 0.73561952703057, "iteration": 260139, "loss_box_reg": 0.20051027927547693, "loss_cls": 0.14705066103488207, "loss_mask": 0.2143783736974001, "loss_rpn_cls": 0.022353791282512248, "loss_rpn_loc": 0.06231191335245967, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909394718527107, "mask_rcnn/false_negative": 0.07954357178137592, "mask_rcnn/false_positive": 0.09763960577348245, "roi_head/num_bg_samples": 436.375, "roi_head/num_fg_samples": 75.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.007846930064261, "total_loss": 0.6510776476934552}
{"data_time": 0.018551593646407127, "eta_seconds": 9827.522432170808, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2262799856784819, "fast_rcnn/fg_cls_accuracy": 0.7508844202392589, "iteration": 260159, "loss_box_reg": 0.1914041442796588, "loss_cls": 0.14798070304095745, "loss_mask": 0.21765485778450966, "loss_rpn_cls": 0.0235674558498431, "loss_rpn_loc": 0.07474819640628994, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9212116212311463, "mask_rcnn/false_negative": 0.07120757043853956, "mask_rcnn/false_positive": 0.08744613936037506, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0081069213338196, "total_loss": 0.6637621591798961}
{"data_time": 0.014316607266664505, "eta_seconds": 9807.858336083591, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2220964847891689, "fast_rcnn/fg_cls_accuracy": 0.7759781420765027, "iteration": 260179, "loss_box_reg": 0.17626412212848663, "loss_cls": 0.1338064130395651, "loss_mask": 0.21647785604000092, "loss_rpn_cls": 0.018767635527183302, "loss_rpn_loc": 0.060728668118827045, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9157689956147749, "mask_rcnn/false_negative": 0.08132513441211892, "mask_rcnn/false_positive": 0.08386268243821313, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 1.0069839884527028, "total_loss": 0.5995913828373887}
{"data_time": 0.01774605456739664, "eta_seconds": 9787.88306452334, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25007336757153337, "fast_rcnn/fg_cls_accuracy": 0.7358486341244962, "iteration": 260199, "loss_box_reg": 0.2044200310483575, "loss_cls": 0.1438778662122786, "loss_mask": 0.21216683462262154, "loss_rpn_cls": 0.028357254224829376, "loss_rpn_loc": 0.06331541202962399, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8994780358952091, "mask_rcnn/false_negative": 0.09127093895171434, "mask_rcnn/false_positive": 0.11467840659145975, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0130513869225979, "total_loss": 0.6479372168541886}
{"data_time": 0.024512702599167824, "eta_seconds": 9767.668407708406, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25180642364247263, "fast_rcnn/fg_cls_accuracy": 0.7403582138083022, "iteration": 260219, "loss_box_reg": 0.17865056078881025, "loss_cls": 0.14172737183980644, "loss_mask": 0.2111438736319542, "loss_rpn_cls": 0.02967512866598554, "loss_rpn_loc": 0.07135769654996693, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9000371183975764, "mask_rcnn/false_negative": 0.07871947376301146, "mask_rcnn/false_positive": 0.11202715902985402, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9724335940554738, "total_loss": 0.6284610665170476}
{"data_time": 0.016790511086583138, "eta_seconds": 9745.750286951661, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22742698477992596, "fast_rcnn/fg_cls_accuracy": 0.7492394794659456, "iteration": 260239, "loss_box_reg": 0.20025754813104868, "loss_cls": 0.14683501981198788, "loss_mask": 0.21677489764988422, "loss_rpn_cls": 0.026360362477134913, "loss_rpn_loc": 0.05730384890921414, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9117677316123618, "mask_rcnn/false_negative": 0.08279656187803379, "mask_rcnn/false_positive": 0.10273957718951832, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9790173936635256, "total_loss": 0.6593081643768528}
{"data_time": 0.01957387989386916, "eta_seconds": 9727.957249842584, "fast_rcnn/cls_accuracy": 0.938232421875, "fast_rcnn/false_negative": 0.2687261717873963, "fast_rcnn/fg_cls_accuracy": 0.7164596480683829, "iteration": 260259, "loss_box_reg": 0.21437097061425447, "loss_cls": 0.16084647458046675, "loss_mask": 0.21875716000795364, "loss_rpn_cls": 0.02238328492967412, "loss_rpn_loc": 0.07100279536098242, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081225255930294, "mask_rcnn/false_negative": 0.09665225393742927, "mask_rcnn/false_positive": 0.09041027819085512, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 1.0295139602385461, "total_loss": 0.6805377909331582}
{"data_time": 0.019970381166785955, "eta_seconds": 9706.977363936603, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2196953781512605, "fast_rcnn/fg_cls_accuracy": 0.7615021008403361, "iteration": 260279, "loss_box_reg": 0.19370747916400433, "loss_cls": 0.13897743541747332, "loss_mask": 0.21925720013678074, "loss_rpn_cls": 0.02850615343777463, "loss_rpn_loc": 0.06784458493348211, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9061656820892198, "mask_rcnn/false_negative": 0.08018584440921689, "mask_rcnn/false_positive": 0.0928675960357425, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.625, "rpn/num_pos_anchors": 27.375, "time": 0.9778702417388558, "total_loss": 0.6379611695010681}
{"data_time": 0.01822103513404727, "eta_seconds": 9687.758701015264, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.27360227011273874, "fast_rcnn/fg_cls_accuracy": 0.6929401679826355, "iteration": 260299, "loss_box_reg": 0.2067943811416626, "loss_cls": 0.14930872060358524, "loss_mask": 0.21012711059302092, "loss_rpn_cls": 0.02251418528612703, "loss_rpn_loc": 0.06239991169422865, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046998761416023, "mask_rcnn/false_negative": 0.08685887826929692, "mask_rcnn/false_positive": 0.10401724699184692, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0316137410700321, "total_loss": 0.6580924306763336}
{"data_time": 0.026137203443795443, "eta_seconds": 9675.587784089148, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.19933778715424286, "fast_rcnn/fg_cls_accuracy": 0.7756601607347876, "iteration": 260319, "loss_box_reg": 0.1832585334777832, "loss_cls": 0.13420009892433882, "loss_mask": 0.2059751134365797, "loss_rpn_cls": 0.020960693043889478, "loss_rpn_loc": 0.055746844969689846, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9159037473769617, "mask_rcnn/false_negative": 0.08015520990371147, "mask_rcnn/false_positive": 0.08956568887859374, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0273621235974133, "total_loss": 0.6026540263555944}
{"data_time": 0.020735925063490868, "eta_seconds": 9655.596900237724, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.21363392377885132, "fast_rcnn/fg_cls_accuracy": 0.7283152627189324, "iteration": 260339, "loss_box_reg": 0.2027893578633666, "loss_cls": 0.14556442201137543, "loss_mask": 0.2132087852805853, "loss_rpn_cls": 0.0245297733345069, "loss_rpn_loc": 0.061782898497767746, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018263191519994, "mask_rcnn/false_negative": 0.09073136758458239, "mask_rcnn/false_positive": 0.11088445760484433, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 216.875, "rpn/num_pos_anchors": 39.125, "time": 0.9964758083224297, "total_loss": 0.6968399016768672}
{"data_time": 0.017802065704017878, "eta_seconds": 9631.315422840416, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.23220551378446114, "fast_rcnn/fg_cls_accuracy": 0.73341631104789, "iteration": 260359, "loss_box_reg": 0.17387685365974903, "loss_cls": 0.12504727020859718, "loss_mask": 0.21116776391863823, "loss_rpn_cls": 0.020040031900862232, "loss_rpn_loc": 0.064459643966984, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026114764842814, "mask_rcnn/false_negative": 0.08993999007040424, "mask_rcnn/false_positive": 0.10904785567074754, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0024788887239993, "total_loss": 0.5571034119930118}
{"data_time": 0.0189295900054276, "eta_seconds": 9604.191130921245, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23270311701584057, "fast_rcnn/fg_cls_accuracy": 0.7471906116642959, "iteration": 260379, "loss_box_reg": 0.1761450469493866, "loss_cls": 0.13162966445088387, "loss_mask": 0.20801983401179314, "loss_rpn_cls": 0.021715150331147015, "loss_rpn_loc": 0.061987033928744495, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9091496437688598, "mask_rcnn/false_negative": 0.07191642039439375, "mask_rcnn/false_positive": 0.09503410406537653, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9676885809749365, "total_loss": 0.5877013131976128}
{"data_time": 0.023837304674088955, "eta_seconds": 9588.130348920822, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.22241624965248818, "fast_rcnn/fg_cls_accuracy": 0.7633985586571793, "iteration": 260399, "loss_box_reg": 0.1782587142661214, "loss_cls": 0.13063159072771668, "loss_mask": 0.20983995962888002, "loss_rpn_cls": 0.02352646237704903, "loss_rpn_loc": 0.07389409490860999, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.916674158887693, "mask_rcnn/false_negative": 0.08264452149784768, "mask_rcnn/false_positive": 0.07930675932401102, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.017016683705151, "total_loss": 0.6181459560029907}
{"data_time": 0.017888393718749285, "eta_seconds": 9568.15507736057, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.19269776876267747, "fast_rcnn/fg_cls_accuracy": 0.7701788594400713, "iteration": 260419, "loss_box_reg": 0.19004516303539276, "loss_cls": 0.13404551008716226, "loss_mask": 0.2212949562817812, "loss_rpn_cls": 0.02368768339511007, "loss_rpn_loc": 0.05567225883714855, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068331216841939, "mask_rcnn/false_negative": 0.07644923149685393, "mask_rcnn/false_positive": 0.10904637265012525, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9804248968139291, "total_loss": 0.6083847868139856}
{"data_time": 0.014632737264037132, "eta_seconds": 9553.40414185077, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.21116794543904518, "fast_rcnn/fg_cls_accuracy": 0.7584958688879859, "iteration": 260439, "loss_box_reg": 0.1891525350511074, "loss_cls": 0.1373429037630558, "loss_mask": 0.2120046466588974, "loss_rpn_cls": 0.023775917710736394, "loss_rpn_loc": 0.0627394737675786, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035273037786543, "mask_rcnn/false_negative": 0.08641043205450957, "mask_rcnn/false_positive": 0.09960963160239603, "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": 1.0033713304437697, "total_loss": 0.6381579339504242}
{"data_time": 0.015308069065213203, "eta_seconds": 9536.654071072116, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.20725160256410258, "fast_rcnn/fg_cls_accuracy": 0.7626160990712074, "iteration": 260459, "loss_box_reg": 0.19534086901694536, "loss_cls": 0.13704689592123032, "loss_mask": 0.2037604097276926, "loss_rpn_cls": 0.025073842494748533, "loss_rpn_loc": 0.06420126324519515, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9085155490767736, "mask_rcnn/false_negative": 0.07450133485897426, "mask_rcnn/false_positive": 0.10276035852061852, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.99657700676471, "total_loss": 0.6313131239730865}
{"data_time": 0.014695026446133852, "eta_seconds": 9512.081529535353, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.22122315877798543, "fast_rcnn/fg_cls_accuracy": 0.7609413465671526, "iteration": 260479, "loss_box_reg": 0.18773065973073244, "loss_cls": 0.14580553164705634, "loss_mask": 0.21505945548415184, "loss_rpn_cls": 0.02665242354851216, "loss_rpn_loc": 0.05896528949961066, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9188729902908372, "mask_rcnn/false_negative": 0.08093771175975456, "mask_rcnn/false_positive": 0.09292966938040967, "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": 1.0091893710196018, "total_loss": 0.6237300613138359}
{"data_time": 0.024993775878101587, "eta_seconds": 9499.48139116168, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.24380090497737555, "fast_rcnn/fg_cls_accuracy": 0.7512971342383107, "iteration": 260499, "loss_box_reg": 0.21680068597197533, "loss_cls": 0.14980218838900328, "loss_mask": 0.22523371875286102, "loss_rpn_cls": 0.023002467380138114, "loss_rpn_loc": 0.06525850435718894, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049415614077851, "mask_rcnn/false_negative": 0.09122061853299718, "mask_rcnn/false_positive": 0.09759987855773174, "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": 1.0090963756665587, "total_loss": 0.6873206386808306}
{"data_time": 0.01930664712563157, "eta_seconds": 9473.717067260295, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2111954206602769, "fast_rcnn/fg_cls_accuracy": 0.7741789137380192, "iteration": 260519, "loss_box_reg": 0.18839283753186464, "loss_cls": 0.14110516384243965, "loss_mask": 0.21835231129080057, "loss_rpn_cls": 0.028204730129800737, "loss_rpn_loc": 0.07320242887362838, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9014325527899021, "mask_rcnn/false_negative": 0.08526457869905238, "mask_rcnn/false_positive": 0.1122802569814315, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 0.9721899884752929, "total_loss": 0.6695121810771525}
{"data_time": 0.01531032333150506, "eta_seconds": 9456.682129176334, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23142602268382823, "fast_rcnn/fg_cls_accuracy": 0.7505161208105008, "iteration": 260539, "loss_box_reg": 0.2001565471291542, "loss_cls": 0.15709593519568443, "loss_mask": 0.21219133958220482, "loss_rpn_cls": 0.024572273949161172, "loss_rpn_loc": 0.060485049965791404, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015729622715223, "mask_rcnn/false_negative": 0.09060812222502318, "mask_rcnn/false_positive": 0.10621615415706726, "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": 1.0180432684719563, "total_loss": 0.6617127378704026}
{"data_time": 0.01781088300049305, "eta_seconds": 9432.148071303964, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.23066068354358932, "fast_rcnn/fg_cls_accuracy": 0.7623174450329, "iteration": 260559, "loss_box_reg": 0.18709685280919075, "loss_cls": 0.1332617113366723, "loss_mask": 0.20897640474140644, "loss_rpn_cls": 0.02075378231529612, "loss_rpn_loc": 0.04953060229308903, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9051046213421887, "mask_rcnn/false_negative": 0.08229570453658308, "mask_rcnn/false_positive": 0.10709328111975348, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 1.013244547881186, "total_loss": 0.5917894351878203}
{"data_time": 0.021915581077337265, "eta_seconds": 9416.696158228442, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22280783582089553, "fast_rcnn/fg_cls_accuracy": 0.7545141059891245, "iteration": 260579, "loss_box_reg": 0.18255553301423788, "loss_cls": 0.13661006605252624, "loss_mask": 0.21210154704749584, "loss_rpn_cls": 0.026352669461630285, "loss_rpn_loc": 0.06828911014599726, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9106957045036059, "mask_rcnn/false_negative": 0.0857832723717259, "mask_rcnn/false_positive": 0.10134323517065089, "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": 1.0120653817430139, "total_loss": 0.6308138443855569}
{"data_time": 0.01955493539571762, "eta_seconds": 9406.450913473964, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.19321667596207473, "fast_rcnn/fg_cls_accuracy": 0.7820782567565363, "iteration": 260599, "loss_box_reg": 0.1892815176397562, "loss_cls": 0.1301932204514742, "loss_mask": 0.21028877794742584, "loss_rpn_cls": 0.02105604496318847, "loss_rpn_loc": 0.05453439347911626, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072255888895526, "mask_rcnn/false_negative": 0.08190379408503481, "mask_rcnn/false_positive": 0.11129839491951177, "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": 1.0132204643450677, "total_loss": 0.6234843711135909}
{"data_time": 0.016389275435358286, "eta_seconds": 9375.072861416265, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.23554417660982563, "fast_rcnn/fg_cls_accuracy": 0.7643163922691482, "iteration": 260619, "loss_box_reg": 0.18669002316892147, "loss_cls": 0.13374105375260115, "loss_mask": 0.2005717884749174, "loss_rpn_cls": 0.024279490462504327, "loss_rpn_loc": 0.0605287526268512, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9139255332905198, "mask_rcnn/false_negative": 0.089336402786871, "mask_rcnn/false_positive": 0.08442611712806114, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.992320355027914, "total_loss": 0.6211453579599038}
{"data_time": 0.01935423957183957, "eta_seconds": 9357.27487899363, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2278846153846154, "fast_rcnn/fg_cls_accuracy": 0.7470668220668221, "iteration": 260639, "loss_box_reg": 0.1981573635712266, "loss_cls": 0.14570086263120174, "loss_mask": 0.21277249604463577, "loss_rpn_cls": 0.024298827862367034, "loss_rpn_loc": 0.055461961863329634, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910778510713041, "mask_rcnn/false_negative": 0.07734450288247427, "mask_rcnn/false_positive": 0.09841981837421346, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 0.9880115846171975, "total_loss": 0.6200584016914945}
{"data_time": 0.022032987792044878, "eta_seconds": 9349.864750429988, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19415584415584416, "fast_rcnn/fg_cls_accuracy": 0.7899350649350649, "iteration": 260659, "loss_box_reg": 0.19332517683506012, "loss_cls": 0.14083548448979855, "loss_mask": 0.21760324947535992, "loss_rpn_cls": 0.02572395163588226, "loss_rpn_loc": 0.06191582838073373, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007150384115308, "mask_rcnn/false_negative": 0.08332570085153279, "mask_rcnn/false_positive": 0.10384660251471656, "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": 1.03032993292436, "total_loss": 0.6717924962285906}
{"data_time": 0.013889415189623833, "eta_seconds": 9329.616308175027, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2399719495091164, "fast_rcnn/fg_cls_accuracy": 0.7408443789887089, "iteration": 260679, "loss_box_reg": 0.18095710035413504, "loss_cls": 0.13710344955325127, "loss_mask": 0.21908436715602875, "loss_rpn_cls": 0.021273131715133786, "loss_rpn_loc": 0.059517181129194796, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069965176095516, "mask_rcnn/false_negative": 0.09087101097000852, "mask_rcnn/false_positive": 0.10351485373313757, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9982108185067773, "total_loss": 0.6101671740761958}
{"data_time": 0.016329386737197638, "eta_seconds": 9320.023102266714, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19297746414750738, "fast_rcnn/fg_cls_accuracy": 0.7810260610137764, "iteration": 260699, "loss_box_reg": 0.18765746988356113, "loss_cls": 0.14259795751422644, "loss_mask": 0.2120242454111576, "loss_rpn_cls": 0.020640936389099807, "loss_rpn_loc": 0.06006882828660309, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028551001049046, "mask_rcnn/false_negative": 0.08967313535602875, "mask_rcnn/false_positive": 0.10212716365850641, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0517082237638533, "total_loss": 0.6255826182314195}
{"data_time": 0.016308445017784834, "eta_seconds": 9299.980041831732, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23810929648241208, "fast_rcnn/fg_cls_accuracy": 0.7413924747411971, "iteration": 260719, "loss_box_reg": 0.18510992266237736, "loss_cls": 0.13480683881789446, "loss_mask": 0.20925987139344215, "loss_rpn_cls": 0.02545017283409834, "loss_rpn_loc": 0.07271274039521813, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9073196350691933, "mask_rcnn/false_negative": 0.07926698132921618, "mask_rcnn/false_positive": 0.10106688560371857, "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": 1.0046186023391783, "total_loss": 0.6290769616607577}
{"data_time": 0.019523325376212597, "eta_seconds": 9278.482324574143, "fast_rcnn/cls_accuracy": 0.958251953125, "fast_rcnn/false_negative": 0.18218300532815918, "fast_rcnn/fg_cls_accuracy": 0.7942537783375314, "iteration": 260739, "loss_box_reg": 0.18917583860456944, "loss_cls": 0.13073209021240473, "loss_mask": 0.2178928405046463, "loss_rpn_cls": 0.0219715308630839, "loss_rpn_loc": 0.07004611589945853, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9149264192920603, "mask_rcnn/false_negative": 0.07674792419749876, "mask_rcnn/false_positive": 0.08974008652195738, "roi_head/num_bg_samples": 444.125, "roi_head/num_fg_samples": 67.875, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9967294340021908, "total_loss": 0.6317539821902756}
{"data_time": 0.025750042870640755, "eta_seconds": 9260.806728042662, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.24096706864564005, "fast_rcnn/fg_cls_accuracy": 0.7304165501817165, "iteration": 260759, "loss_box_reg": 0.19546649465337396, "loss_cls": 0.14177959691733122, "loss_mask": 0.21233369037508965, "loss_rpn_cls": 0.02438943658489734, "loss_rpn_loc": 0.056316202506422997, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072760125298938, "mask_rcnn/false_negative": 0.07480967735205477, "mask_rcnn/false_positive": 0.12333009594430683, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 0.999256141949445, "total_loss": 0.6369043565937318}
{"data_time": 0.016909080557525158, "eta_seconds": 9240.224639382213, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.24702669979442293, "fast_rcnn/fg_cls_accuracy": 0.7460845565648069, "iteration": 260779, "loss_box_reg": 0.19845362566411495, "loss_cls": 0.15383696556091309, "loss_mask": 0.21173047088086605, "loss_rpn_cls": 0.022968488090555184, "loss_rpn_loc": 0.06416833214461803, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9127464536877279, "mask_rcnn/false_negative": 0.07546046289885136, "mask_rcnn/false_positive": 0.10161248513127594, "roi_head/num_bg_samples": 449.375, "roi_head/num_fg_samples": 62.625, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 1.003586595878005, "total_loss": 0.6582048621494323}
{"data_time": 0.025353464297950268, "eta_seconds": 9219.680922664702, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25769230769230766, "fast_rcnn/fg_cls_accuracy": 0.7333540372670808, "iteration": 260799, "loss_box_reg": 0.18712813407182693, "loss_cls": 0.14271539449691772, "loss_mask": 0.2097415067255497, "loss_rpn_cls": 0.026893420290434733, "loss_rpn_loc": 0.057656743330881, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8931130713792944, "mask_rcnn/false_negative": 0.09214704713330832, "mask_rcnn/false_positive": 0.10124341280177379, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0207973779179156, "total_loss": 0.634144497802481}
{"data_time": 0.01784648234024644, "eta_seconds": 9200.136896912009, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.22004608294930875, "fast_rcnn/fg_cls_accuracy": 0.763240309830422, "iteration": 260819, "loss_box_reg": 0.20235287584364414, "loss_cls": 0.1483085760846734, "loss_mask": 0.22084269672632217, "loss_rpn_cls": 0.021205953555181623, "loss_rpn_loc": 0.07345328875817358, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9117721030404334, "mask_rcnn/false_negative": 0.07801352623662307, "mask_rcnn/false_positive": 0.09796934964381196, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.997533006593585, "total_loss": 0.6836398636805825}
{"data_time": 0.014057765249162912, "eta_seconds": 9179.595353435725, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.24777629920156885, "fast_rcnn/fg_cls_accuracy": 0.7036296231170506, "iteration": 260839, "loss_box_reg": 0.18870228249579668, "loss_cls": 0.1505535515025258, "loss_mask": 0.21001744270324707, "loss_rpn_cls": 0.028221656451933086, "loss_rpn_loc": 0.07102913875132799, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008977414247499, "mask_rcnn/false_negative": 0.0870521122186585, "mask_rcnn/false_positive": 0.10240258918411449, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 234.125, "rpn/num_pos_anchors": 21.875, "time": 1.0078812991268933, "total_loss": 0.6461235167807899}
{"data_time": 0.015057690441608429, "eta_seconds": 9151.386147532612, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.23295568621827045, "fast_rcnn/fg_cls_accuracy": 0.7631547707374982, "iteration": 260859, "loss_box_reg": 0.19336848054081202, "loss_cls": 0.13758439710363746, "loss_mask": 0.21227341145277023, "loss_rpn_cls": 0.023639982216991484, "loss_rpn_loc": 0.07152707234490663, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9180595967658873, "mask_rcnn/false_negative": 0.08353499959959054, "mask_rcnn/false_positive": 0.09383290519865395, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9734901473857462, "total_loss": 0.6375136696733534}
{"data_time": 0.013194505590945482, "eta_seconds": 9138.202894181013, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20390946502057614, "fast_rcnn/fg_cls_accuracy": 0.7810421532643754, "iteration": 260879, "loss_box_reg": 0.18934972677379847, "loss_cls": 0.12977802008390427, "loss_mask": 0.20909911580383778, "loss_rpn_cls": 0.02454409736674279, "loss_rpn_loc": 0.05850371019914746, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9173158570144244, "mask_rcnn/false_negative": 0.07538819527573182, "mask_rcnn/false_positive": 0.09323287158233681, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9875539429485798, "total_loss": 0.6013988445047289}
{"data_time": 0.013544789515435696, "eta_seconds": 9118.53188960813, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2169876800277633, "fast_rcnn/fg_cls_accuracy": 0.7802847166263766, "iteration": 260899, "loss_box_reg": 0.20600375160574913, "loss_cls": 0.1463360982015729, "loss_mask": 0.20426873862743378, "loss_rpn_cls": 0.025786346406675875, "loss_rpn_loc": 0.08637882140465081, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.91354508757526, "mask_rcnn/false_negative": 0.07591427603453421, "mask_rcnn/false_positive": 0.09669654102822936, "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": 1.0144909247756004, "total_loss": 0.7003815728239715}
{"data_time": 0.01521596685051918, "eta_seconds": 9099.917540736496, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24178707623412518, "fast_rcnn/fg_cls_accuracy": 0.7403723022144486, "iteration": 260919, "loss_box_reg": 0.20015234127640724, "loss_cls": 0.13822338357567787, "loss_mask": 0.21204284206032753, "loss_rpn_cls": 0.024999966728501022, "loss_rpn_loc": 0.061276286374777555, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9163522945943083, "mask_rcnn/false_negative": 0.07246428781731673, "mask_rcnn/false_positive": 0.09571640500661509, "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": 1.0055121313780546, "total_loss": 0.63527994469041}
{"data_time": 0.014033393934369087, "eta_seconds": 9080.401402171701, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.21212951611740102, "fast_rcnn/fg_cls_accuracy": 0.7742285319925071, "iteration": 260939, "loss_box_reg": 0.2079722797498107, "loss_cls": 0.15192414820194244, "loss_mask": 0.2224465049803257, "loss_rpn_cls": 0.024120520043652505, "loss_rpn_loc": 0.06420888658612967, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9064119434340281, "mask_rcnn/false_negative": 0.0735063682821819, "mask_rcnn/false_positive": 0.10122504176978889, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9988246290013194, "total_loss": 0.6422548740520142}
{"data_time": 0.015694635454565287, "eta_seconds": 9051.261572614312, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.19753736227773536, "fast_rcnn/fg_cls_accuracy": 0.7632291826997075, "iteration": 260959, "loss_box_reg": 0.19884232245385647, "loss_cls": 0.13931868830695748, "loss_mask": 0.2138506267219782, "loss_rpn_cls": 0.027413370553404093, "loss_rpn_loc": 0.061348191229626536, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111858323426458, "mask_rcnn/false_negative": 0.08094200400886045, "mask_rcnn/false_positive": 0.10589175724030776, "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": 0.9856024845503271, "total_loss": 0.6533159882819746}
{"data_time": 0.019294975325465202, "eta_seconds": 9036.697262302041, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24126984126984125, "fast_rcnn/fg_cls_accuracy": 0.7522633744855967, "iteration": 260979, "loss_box_reg": 0.20069561898708344, "loss_cls": 0.15085341408848763, "loss_mask": 0.21698947250843048, "loss_rpn_cls": 0.029461847036145627, "loss_rpn_loc": 0.08856343734078109, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8982512014285937, "mask_rcnn/false_negative": 0.08450360126259687, "mask_rcnn/false_positive": 0.10175528672138232, "roi_head/num_bg_samples": 436.125, "roi_head/num_fg_samples": 75.875, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.0018211398273706, "total_loss": 0.6735404410865158}
{"data_time": 0.030194698832929134, "eta_seconds": 9025.719630997628, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.21935853379152348, "fast_rcnn/fg_cls_accuracy": 0.7501204281367124, "iteration": 260999, "loss_box_reg": 0.19526525773108006, "loss_cls": 0.14735277462750673, "loss_mask": 0.20256726816296577, "loss_rpn_cls": 0.022503749933093786, "loss_rpn_loc": 0.055225004674866796, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9133761663328281, "mask_rcnn/false_negative": 0.08358363444193265, "mask_rcnn/false_positive": 0.09045554058178101, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0637528141960502, "total_loss": 0.6308914391556755}
{"data_time": 0.01567608816549182, "eta_seconds": 9008.87521228753, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.27966507177033495, "fast_rcnn/fg_cls_accuracy": 0.7066666666666667, "iteration": 261019, "loss_box_reg": 0.18468540720641613, "loss_cls": 0.13485902175307274, "loss_mask": 0.21752475295215845, "loss_rpn_cls": 0.01788445340935141, "loss_rpn_loc": 0.06410839257296175, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8925962430426716, "mask_rcnn/false_negative": 0.09775158311056326, "mask_rcnn/false_positive": 0.11934541459407068, "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": 1.0173143693245947, "total_loss": 0.6084309918805957}
{"data_time": 0.016367385629564524, "eta_seconds": 8991.181475520134, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.20511736622239907, "fast_rcnn/fg_cls_accuracy": 0.7824744980569949, "iteration": 261039, "loss_box_reg": 0.2161295199766755, "loss_cls": 0.15883250068873167, "loss_mask": 0.21392683871090412, "loss_rpn_cls": 0.02879842882975936, "loss_rpn_loc": 0.06550477491691709, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9121796874692425, "mask_rcnn/false_negative": 0.08063649282357274, "mask_rcnn/false_positive": 0.10397405316677746, "roi_head/num_bg_samples": 446.875, "roi_head/num_fg_samples": 65.125, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9999781991355121, "total_loss": 0.686379736289382}
{"data_time": 0.015585900284349918, "eta_seconds": 8970.458934735507, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.213529682466636, "fast_rcnn/fg_cls_accuracy": 0.7771551724137931, "iteration": 261059, "loss_box_reg": 0.17892576940357685, "loss_cls": 0.12865753564983606, "loss_mask": 0.21259096823632717, "loss_rpn_cls": 0.01913804793730378, "loss_rpn_loc": 0.057711391011253, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060258614315291, "mask_rcnn/false_negative": 0.08438957940337405, "mask_rcnn/false_positive": 0.09048944930808932, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.006140559911728, "total_loss": 0.5846206118585542}
{"data_time": 0.014929299242794514, "eta_seconds": 8952.604071516544, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2416773998030154, "fast_rcnn/fg_cls_accuracy": 0.7462688746750781, "iteration": 261079, "loss_box_reg": 0.1968226134777069, "loss_cls": 0.14404095336794853, "loss_mask": 0.2213174980133772, "loss_rpn_cls": 0.028679999290034175, "loss_rpn_loc": 0.06324640661478043, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9043781638454955, "mask_rcnn/false_negative": 0.0834644520304651, "mask_rcnn/false_positive": 0.09808416230381634, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.013139033690095, "total_loss": 0.6792759280069731}
{"data_time": 0.013534882105886936, "eta_seconds": 8938.625494251028, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25187704943152217, "fast_rcnn/fg_cls_accuracy": 0.7233311589475973, "iteration": 261099, "loss_box_reg": 0.20341242384165525, "loss_cls": 0.1492278566583991, "loss_mask": 0.21932890079915524, "loss_rpn_cls": 0.026530496077612042, "loss_rpn_loc": 0.07621795008890331, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8963014345348529, "mask_rcnn/false_negative": 0.08976732531588752, "mask_rcnn/false_positive": 0.11105018054676612, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0043561467900872, "total_loss": 0.6654407844762318}
{"data_time": 0.015538100153207779, "eta_seconds": 8922.536210305989, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.20675326489279977, "fast_rcnn/fg_cls_accuracy": 0.7797474747474747, "iteration": 261119, "loss_box_reg": 0.19065799936652184, "loss_cls": 0.13641804549843073, "loss_mask": 0.2103781457990408, "loss_rpn_cls": 0.01953889330616221, "loss_rpn_loc": 0.05593753501307219, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9136862768497762, "mask_rcnn/false_negative": 0.07031750921425509, "mask_rcnn/false_positive": 0.10932722026991351, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0170953464694321, "total_loss": 0.6089391992427409}
{"data_time": 0.014654786791652441, "eta_seconds": 8895.121410572901, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2054409005628518, "fast_rcnn/fg_cls_accuracy": 0.7879589922272849, "iteration": 261139, "loss_box_reg": 0.20874128956347704, "loss_cls": 0.14380305726081133, "loss_mask": 0.22293096780776978, "loss_rpn_cls": 0.025157807569485158, "loss_rpn_loc": 0.08170202001929283, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034932754103913, "mask_rcnn/false_negative": 0.07532055868004664, "mask_rcnn/false_positive": 0.10908078583879413, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 211.625, "rpn/num_pos_anchors": 44.375, "time": 0.9879299881868064, "total_loss": 0.7003492857329547}
{"data_time": 0.015174683183431625, "eta_seconds": 8871.28610348329, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.20028639203887988, "fast_rcnn/fg_cls_accuracy": 0.78663639062689, "iteration": 261159, "loss_box_reg": 0.20480708684772253, "loss_cls": 0.15329613257199526, "loss_mask": 0.21693207137286663, "loss_rpn_cls": 0.025033534271642566, "loss_rpn_loc": 0.07771163946017623, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026528555923434, "mask_rcnn/false_negative": 0.09311188469835557, "mask_rcnn/false_positive": 0.09438746073946047, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9913285602815449, "total_loss": 0.6756700277328491}
{"data_time": 0.015498862601816654, "eta_seconds": 8850.050089973956, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2135196046486369, "fast_rcnn/fg_cls_accuracy": 0.756252475527641, "iteration": 261179, "loss_box_reg": 0.19409253261983395, "loss_cls": 0.14258970320224762, "loss_mask": 0.20972806215286255, "loss_rpn_cls": 0.022178203507792205, "loss_rpn_loc": 0.06929641403257847, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9096753267702745, "mask_rcnn/false_negative": 0.09546987004224369, "mask_rcnn/false_positive": 0.09294068784734805, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9920345330610871, "total_loss": 0.6556689738063142}
{"data_time": 0.0180088859051466, "eta_seconds": 8829.981949180365, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2380975097796012, "fast_rcnn/fg_cls_accuracy": 0.7422206168986056, "iteration": 261199, "loss_box_reg": 0.18531475961208344, "loss_cls": 0.1426239046268165, "loss_mask": 0.21285710111260414, "loss_rpn_cls": 0.022202568405191414, "loss_rpn_loc": 0.0750277484767139, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9014125405415983, "mask_rcnn/false_negative": 0.08980212595556153, "mask_rcnn/false_positive": 0.11373654681025033, "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": 1.0158050251193345, "total_loss": 0.6539450897253118}
{"data_time": 0.013846124988049269, "eta_seconds": 8812.00174712576, "fast_rcnn/cls_accuracy": 0.957275390625, "fast_rcnn/false_negative": 0.19745830541285087, "fast_rcnn/fg_cls_accuracy": 0.7864619801148298, "iteration": 261219, "loss_box_reg": 0.2081168917939067, "loss_cls": 0.14731321251019835, "loss_mask": 0.2149418219923973, "loss_rpn_cls": 0.02297886647284031, "loss_rpn_loc": 0.0670754200546071, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9078874694592833, "mask_rcnn/false_negative": 0.08651833577738578, "mask_rcnn/false_positive": 0.10456429121657021, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.0067096310667694, "total_loss": 0.6547615302260965}
{"data_time": 0.015007826965302229, "eta_seconds": 8791.00297132507, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2280066287878788, "fast_rcnn/fg_cls_accuracy": 0.7479599280673181, "iteration": 261239, "loss_box_reg": 0.1817270740866661, "loss_cls": 0.13260794011875987, "loss_mask": 0.21032019518315792, "loss_rpn_cls": 0.023316997743677348, "loss_rpn_loc": 0.06032085744664073, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.902758048508157, "mask_rcnn/false_negative": 0.0880813297589979, "mask_rcnn/false_positive": 0.09900662107548008, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.979141806717962, "total_loss": 0.5941818131832406}
{"data_time": 0.01537452545017004, "eta_seconds": 8769.77752679959, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2398458237882259, "fast_rcnn/fg_cls_accuracy": 0.7293262557195003, "iteration": 261259, "loss_box_reg": 0.20190876070410013, "loss_cls": 0.14549147617071867, "loss_mask": 0.2003866620361805, "loss_rpn_cls": 0.023920856649056077, "loss_rpn_loc": 0.059868163778446615, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9115916029463325, "mask_rcnn/false_negative": 0.07710655552626962, "mask_rcnn/false_positive": 0.09683755373160438, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 1.0194753985852003, "total_loss": 0.6385602280497551}
{"data_time": 0.01712807035073638, "eta_seconds": 8750.346257425845, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22244118360417173, "fast_rcnn/fg_cls_accuracy": 0.735871414681575, "iteration": 261279, "loss_box_reg": 0.189524345099926, "loss_cls": 0.13689996721222997, "loss_mask": 0.21652266196906567, "loss_rpn_cls": 0.024046202655881643, "loss_rpn_loc": 0.06204217663616873, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8994980348050883, "mask_rcnn/false_negative": 0.09493691796722707, "mask_rcnn/false_positive": 0.10766539104899062, "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": 0.9848782937042415, "total_loss": 0.6259701897506602}
{"data_time": 0.014293382875621319, "eta_seconds": 8729.03134119697, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24392314962490402, "fast_rcnn/fg_cls_accuracy": 0.7447387111244019, "iteration": 261299, "loss_box_reg": 0.21882584504783154, "loss_cls": 0.15529186092317104, "loss_mask": 0.218122155405581, "loss_rpn_cls": 0.023857857537223026, "loss_rpn_loc": 0.06659591273637488, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8949653990244111, "mask_rcnn/false_negative": 0.0917492771742892, "mask_rcnn/false_positive": 0.1173387406418899, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0239435913972557, "total_loss": 0.6792754558846354}
{"data_time": 0.015390492044389248, "eta_seconds": 8703.788583073765, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2178214631002256, "fast_rcnn/fg_cls_accuracy": 0.7608670677194301, "iteration": 261319, "loss_box_reg": 0.19226687122136354, "loss_cls": 0.1385951740667224, "loss_mask": 0.21398913487792015, "loss_rpn_cls": 0.02186138357501477, "loss_rpn_loc": 0.05788789759390056, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9169895644318427, "mask_rcnn/false_negative": 0.07958922578817912, "mask_rcnn/false_positive": 0.08778637612599735, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.9907922958955169, "total_loss": 0.6123158992268145}
{"data_time": 0.016705197747796774, "eta_seconds": 8677.19444297254, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.1959069855373854, "fast_rcnn/fg_cls_accuracy": 0.7972161830040647, "iteration": 261339, "loss_box_reg": 0.1822838205844164, "loss_cls": 0.1321299416013062, "loss_mask": 0.209595606662333, "loss_rpn_cls": 0.022490584873594344, "loss_rpn_loc": 0.06363095040433109, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9161955060691798, "mask_rcnn/false_negative": 0.07612143301956993, "mask_rcnn/false_positive": 0.09877275768486118, "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": 0.9582982007414103, "total_loss": 0.6265041691076476}
{"data_time": 0.01625922741368413, "eta_seconds": 8658.392839282751, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.17675238749141753, "fast_rcnn/fg_cls_accuracy": 0.8029832538538317, "iteration": 261359, "loss_box_reg": 0.20237984415143728, "loss_cls": 0.14522499591112137, "loss_mask": 0.21824905648827553, "loss_rpn_cls": 0.023336395679507405, "loss_rpn_loc": 0.07750936783850193, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909213312603764, "mask_rcnn/false_negative": 0.08290200840907866, "mask_rcnn/false_positive": 0.10122116416808835, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 1.0039316602051258, "total_loss": 0.6707821654272266}
{"data_time": 0.014558172784745693, "eta_seconds": 8644.569045547396, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.20866827438370847, "fast_rcnn/fg_cls_accuracy": 0.769280083340846, "iteration": 261379, "loss_box_reg": 0.1888108914718032, "loss_cls": 0.13633612263947725, "loss_mask": 0.21503859385848045, "loss_rpn_cls": 0.021026958478614688, "loss_rpn_loc": 0.06338945403695107, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9009821461093361, "mask_rcnn/false_negative": 0.07677419530307661, "mask_rcnn/false_positive": 0.10561272390512146, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0028367643244565, "total_loss": 0.6459413495613262}
{"data_time": 0.021950886119157076, "eta_seconds": 8616.576681286097, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.24943801807708516, "fast_rcnn/fg_cls_accuracy": 0.6986418243149941, "iteration": 261399, "loss_box_reg": 0.18614631239324808, "loss_cls": 0.14026463218033314, "loss_mask": 0.21242155693471432, "loss_rpn_cls": 0.022860140597913414, "loss_rpn_loc": 0.07076849654549733, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9095380246960444, "mask_rcnn/false_negative": 0.08885062344821268, "mask_rcnn/false_positive": 0.09189187074379648, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9681769632734358, "total_loss": 0.6337060177465901}
{"data_time": 0.018143314868211746, "eta_seconds": 8604.455036055297, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22757822115696053, "fast_rcnn/fg_cls_accuracy": 0.7466267909305884, "iteration": 261419, "loss_box_reg": 0.18455562554299831, "loss_cls": 0.13086448470130563, "loss_mask": 0.21273024566471577, "loss_rpn_cls": 0.02490324480459094, "loss_rpn_loc": 0.07388096628710628, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9135211505237015, "mask_rcnn/false_negative": 0.0864082754909148, "mask_rcnn/false_positive": 0.08642557315075614, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0193193540908396, "total_loss": 0.6529264904092997}
{"data_time": 0.018521650694310665, "eta_seconds": 8582.580738440156, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.220262252211134, "fast_rcnn/fg_cls_accuracy": 0.762439738292011, "iteration": 261439, "loss_box_reg": 0.19202187471091747, "loss_cls": 0.1374244624748826, "loss_mask": 0.21884842962026596, "loss_rpn_cls": 0.023467818973585963, "loss_rpn_loc": 0.08114885468967259, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9078549702848173, "mask_rcnn/false_negative": 0.08022499297479739, "mask_rcnn/false_positive": 0.10031810819306486, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9963300386443734, "total_loss": 0.6505562501261011}
{"data_time": 0.015262079425156116, "eta_seconds": 8560.891556106508, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.24275823871503738, "fast_rcnn/fg_cls_accuracy": 0.7505980861244019, "iteration": 261459, "loss_box_reg": 0.19008108600974083, "loss_cls": 0.14236641908064485, "loss_mask": 0.21348534245043993, "loss_rpn_cls": 0.027140526450239122, "loss_rpn_loc": 0.06538187898695469, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9124579907625092, "mask_rcnn/false_negative": 0.08468986916371535, "mask_rcnn/false_positive": 0.08459765022331692, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.990202674176544, "total_loss": 0.6472090588213177}
{"data_time": 0.0146793806925416, "eta_seconds": 8538.137383181602, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22765319582683774, "fast_rcnn/fg_cls_accuracy": 0.7464324259503538, "iteration": 261479, "loss_box_reg": 0.19132425263524055, "loss_cls": 0.1287739798426628, "loss_mask": 0.21274958178400993, "loss_rpn_cls": 0.026371034808107652, "loss_rpn_loc": 0.06866997736506164, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018339479668545, "mask_rcnn/false_negative": 0.0863065370915691, "mask_rcnn/false_positive": 0.0960071268436748, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9906938876956701, "total_loss": 0.6272485328518087}
{"data_time": 0.02265432197600603, "eta_seconds": 8515.811426565051, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21319745359225378, "fast_rcnn/fg_cls_accuracy": 0.7634829311828643, "iteration": 261499, "loss_box_reg": 0.19585217535495758, "loss_cls": 0.1326543423347175, "loss_mask": 0.2189770545810461, "loss_rpn_cls": 0.023782497737556696, "loss_rpn_loc": 0.06558963120914996, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9070156566718441, "mask_rcnn/false_negative": 0.09023803124318852, "mask_rcnn/false_positive": 0.09576079958234412, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 1.000776166561991, "total_loss": 0.6708540005492978}
{"data_time": 0.01350058801472187, "eta_seconds": 8497.048850953579, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23074229691876752, "fast_rcnn/fg_cls_accuracy": 0.7450196408529741, "iteration": 261519, "loss_box_reg": 0.21517962589859962, "loss_cls": 0.15443671867251396, "loss_mask": 0.20966711919754744, "loss_rpn_cls": 0.02368886792100966, "loss_rpn_loc": 0.06707667279988527, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9059736906026628, "mask_rcnn/false_negative": 0.0875583342744892, "mask_rcnn/false_positive": 0.10555863324815776, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9872200842946768, "total_loss": 0.683989537297748}
{"data_time": 0.017007702495902777, "eta_seconds": 8477.008641399443, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22546243518552567, "fast_rcnn/fg_cls_accuracy": 0.7320082374140404, "iteration": 261539, "loss_box_reg": 0.1961970143020153, "loss_cls": 0.15081210620701313, "loss_mask": 0.21042308025062084, "loss_rpn_cls": 0.020001158583909273, "loss_rpn_loc": 0.059236970148049295, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046275136387355, "mask_rcnn/false_negative": 0.09250685150818111, "mask_rcnn/false_positive": 0.09000216604809991, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0206452566199005, "total_loss": 0.6353044230490923}
{"data_time": 0.01778476033359766, "eta_seconds": 8453.312663696706, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.26042407144126534, "fast_rcnn/fg_cls_accuracy": 0.72974324975892, "iteration": 261559, "loss_box_reg": 0.18218626640737057, "loss_cls": 0.14068348798900843, "loss_mask": 0.20968976616859436, "loss_rpn_cls": 0.019850275362841785, "loss_rpn_loc": 0.04718719108495861, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9013463591254561, "mask_rcnn/false_negative": 0.07747788418795698, "mask_rcnn/false_positive": 0.11495642767180037, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9870199481956661, "total_loss": 0.6082395399280358}
{"data_time": 0.013840888161212206, "eta_seconds": 8428.19564146921, "fast_rcnn/cls_accuracy": 0.966064453125, "fast_rcnn/false_negative": 0.1929257746817199, "fast_rcnn/fg_cls_accuracy": 0.7844574993804574, "iteration": 261579, "loss_box_reg": 0.18916068971157074, "loss_cls": 0.14097894448786974, "loss_mask": 0.2113269530236721, "loss_rpn_cls": 0.023914678895380348, "loss_rpn_loc": 0.06008234713226557, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9188608624110322, "mask_rcnn/false_negative": 0.08022461454003145, "mask_rcnn/false_positive": 0.09343922873589042, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0012962920591235, "total_loss": 0.6419901037588716}
{"data_time": 0.023600212763994932, "eta_seconds": 8407.298092916608, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2288794268721276, "fast_rcnn/fg_cls_accuracy": 0.7535310734463276, "iteration": 261599, "loss_box_reg": 0.21530885249376297, "loss_cls": 0.1534075764939189, "loss_mask": 0.21728645078837872, "loss_rpn_cls": 0.02544404985383153, "loss_rpn_loc": 0.0726699901279062, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8924821766239905, "mask_rcnn/false_negative": 0.09406964716444768, "mask_rcnn/false_positive": 0.09632847564340945, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.009061393328011, "total_loss": 0.6733880194369704}
{"data_time": 0.01978843891993165, "eta_seconds": 8393.218023907393, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20262443438914027, "fast_rcnn/fg_cls_accuracy": 0.7716591071212264, "iteration": 261619, "loss_box_reg": 0.19003662839531898, "loss_cls": 0.13391427602618933, "loss_mask": 0.2116134576499462, "loss_rpn_cls": 0.02529945624701213, "loss_rpn_loc": 0.06917668809182942, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092960983833271, "mask_rcnn/false_negative": 0.08586244882868675, "mask_rcnn/false_positive": 0.10330733099740905, "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": 1.0107033918611705, "total_loss": 0.6274454375961795}
{"data_time": 0.022168785333633423, "eta_seconds": 8375.551003068686, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23260694108151736, "fast_rcnn/fg_cls_accuracy": 0.7423393186776305, "iteration": 261639, "loss_box_reg": 0.19280299544334412, "loss_cls": 0.13959578517824411, "loss_mask": 0.21711257565766573, "loss_rpn_cls": 0.022226076456718147, "loss_rpn_loc": 0.06082912511192262, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057502680875307, "mask_rcnn/false_negative": 0.09511362001810614, "mask_rcnn/false_positive": 0.0915927019309771, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0202070595696568, "total_loss": 0.665347876958549}
{"data_time": 0.014371390920132399, "eta_seconds": 8353.750669509172, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27403143274853803, "fast_rcnn/fg_cls_accuracy": 0.7121826724808167, "iteration": 261659, "loss_box_reg": 0.20352672785520554, "loss_cls": 0.14311405457556248, "loss_mask": 0.21979150921106339, "loss_rpn_cls": 0.02362249488942325, "loss_rpn_loc": 0.060353352688252926, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9021205324874333, "mask_rcnn/false_negative": 0.08565055225401233, "mask_rcnn/false_positive": 0.11485945572227449, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.010894923005253, "total_loss": 0.6332455400843173}
{"data_time": 0.02292795991525054, "eta_seconds": 8334.642246067524, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.2590688062241673, "fast_rcnn/fg_cls_accuracy": 0.733665191740413, "iteration": 261679, "loss_box_reg": 0.19761264882981777, "loss_cls": 0.13651246670633554, "loss_mask": 0.20885020680725574, "loss_rpn_cls": 0.025893437152262777, "loss_rpn_loc": 0.06543068154132925, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9006896904980951, "mask_rcnn/false_negative": 0.08419092738561793, "mask_rcnn/false_positive": 0.10950972810825446, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0171182760968804, "total_loss": 0.6590124820795609}
{"data_time": 0.017358343582600355, "eta_seconds": 8313.684719055891, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.25311640322126694, "fast_rcnn/fg_cls_accuracy": 0.7391998094784473, "iteration": 261699, "loss_box_reg": 0.19176962692290545, "loss_cls": 0.13879275508224964, "loss_mask": 0.2161636371165514, "loss_rpn_cls": 0.027245580626185983, "loss_rpn_loc": 0.05393187399022281, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9082516222328793, "mask_rcnn/false_negative": 0.09680642337938426, "mask_rcnn/false_positive": 0.08189404707498019, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0053092879243195, "total_loss": 0.6068134367815219}
{"data_time": 0.014738562051206827, "eta_seconds": 8293.65174382925, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24137745009890307, "fast_rcnn/fg_cls_accuracy": 0.7088596092685143, "iteration": 261719, "loss_box_reg": 0.19586500711739063, "loss_cls": 0.1485099964775145, "loss_mask": 0.21768555790185928, "loss_rpn_cls": 0.026541996165178716, "loss_rpn_loc": 0.06308247498236597, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909197663325368, "mask_rcnn/false_negative": 0.0908873473031998, "mask_rcnn/false_positive": 0.09770608114861884, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.0084464699029922, "total_loss": 0.6788194783730432}
{"data_time": 0.015807450283318758, "eta_seconds": 8278.132078507915, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.2316175729349382, "fast_rcnn/fg_cls_accuracy": 0.7553431252299767, "iteration": 261739, "loss_box_reg": 0.18937930464744568, "loss_cls": 0.1364127341657877, "loss_mask": 0.2196385096758604, "loss_rpn_cls": 0.02376724302303046, "loss_rpn_loc": 0.07396062335465103, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9183338971789432, "mask_rcnn/false_negative": 0.07130701776201898, "mask_rcnn/false_positive": 0.09005086653703002, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.041778348851949, "total_loss": 0.6402241147443419}
{"data_time": 0.020797667559236288, "eta_seconds": 8262.043508887291, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.254483425464762, "fast_rcnn/fg_cls_accuracy": 0.7274862738438896, "iteration": 261759, "loss_box_reg": 0.2076253518462181, "loss_cls": 0.13895960804075003, "loss_mask": 0.21560679748654366, "loss_rpn_cls": 0.023389067500829697, "loss_rpn_loc": 0.06664946768432856, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903201207677089, "mask_rcnn/false_negative": 0.08908192499175688, "mask_rcnn/false_positive": 0.09550802031359312, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.049523366149515, "total_loss": 0.6531709879636765}
{"data_time": 0.016422608867287636, "eta_seconds": 8238.663718141615, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.24332119004250152, "fast_rcnn/fg_cls_accuracy": 0.7550979608156737, "iteration": 261779, "loss_box_reg": 0.16871679574251175, "loss_cls": 0.12742220936343074, "loss_mask": 0.20992765948176384, "loss_rpn_cls": 0.018978166044689715, "loss_rpn_loc": 0.05569719348568469, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9064942408796944, "mask_rcnn/false_negative": 0.08298626684266969, "mask_rcnn/false_positive": 0.10377750985022628, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 0.9770839996635914, "total_loss": 0.5709850119310431}
{"data_time": 0.016239472664892673, "eta_seconds": 8218.51726071909, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2251063433415096, "fast_rcnn/fg_cls_accuracy": 0.7349948058943481, "iteration": 261799, "loss_box_reg": 0.20980124361813068, "loss_cls": 0.14538764487951994, "loss_mask": 0.2231002412736416, "loss_rpn_cls": 0.022846046718768775, "loss_rpn_loc": 0.07534724078141153, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8984943576089245, "mask_rcnn/false_negative": 0.09541593402999635, "mask_rcnn/false_positive": 0.10434811600711331, "roi_head/num_bg_samples": 432.625, "roi_head/num_fg_samples": 79.375, "rpn/num_neg_anchors": 216.125, "rpn/num_pos_anchors": 39.875, "time": 1.0031215446069837, "total_loss": 0.7145512228016742}
{"data_time": 0.013121053110808134, "eta_seconds": 8202.274082964286, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25732005141388176, "fast_rcnn/fg_cls_accuracy": 0.7066700037542235, "iteration": 261819, "loss_box_reg": 0.1945211822167039, "loss_cls": 0.1474458035081625, "loss_mask": 0.2132884506136179, "loss_rpn_cls": 0.024770057701971382, "loss_rpn_loc": 0.06527153647039086, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8951378650242072, "mask_rcnn/false_negative": 0.08863403067778941, "mask_rcnn/false_positive": 0.10708141905283819, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0114870397374034, "total_loss": 0.672001194616314}
{"data_time": 0.021477499045431614, "eta_seconds": 8180.269392952323, "fast_rcnn/cls_accuracy": 0.958740234375, "fast_rcnn/false_negative": 0.2299950503217291, "fast_rcnn/fg_cls_accuracy": 0.7389341692789968, "iteration": 261839, "loss_box_reg": 0.18601022800430655, "loss_cls": 0.1392334746196866, "loss_mask": 0.21066481806337833, "loss_rpn_cls": 0.02087133945315145, "loss_rpn_loc": 0.06219931226223707, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9105496417776863, "mask_rcnn/false_negative": 0.07780082166865232, "mask_rcnn/false_positive": 0.10719358296264914, "roi_head/num_bg_samples": 457.875, "roi_head/num_fg_samples": 54.125, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 0.9763631001114845, "total_loss": 0.6441356014693156}
{"data_time": 0.02295052958652377, "eta_seconds": 8161.775990575552, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2154474350126524, "fast_rcnn/fg_cls_accuracy": 0.778341384863124, "iteration": 261859, "loss_box_reg": 0.1965857781469822, "loss_cls": 0.1419510217383504, "loss_mask": 0.21734735183417797, "loss_rpn_cls": 0.02156748517882079, "loss_rpn_loc": 0.05590853374451399, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018281225533692, "mask_rcnn/false_negative": 0.09205273758540991, "mask_rcnn/false_positive": 0.09934135877403258, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9733519461005926, "total_loss": 0.659298820188269}
{"data_time": 0.01305744331330061, "eta_seconds": 8140.170033182949, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.24353224533864873, "fast_rcnn/fg_cls_accuracy": 0.7292651648589351, "iteration": 261879, "loss_box_reg": 0.19466728996485472, "loss_cls": 0.1451546410098672, "loss_mask": 0.21446891501545906, "loss_rpn_cls": 0.02673946288996376, "loss_rpn_loc": 0.06391776539385319, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8992960716633966, "mask_rcnn/false_negative": 0.08632062663088302, "mask_rcnn/false_positive": 0.11454780714347063, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.9957144726067781, "total_loss": 0.6687063770368695}
{"data_time": 0.018619182519614697, "eta_seconds": 8117.367995716631, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22185882460720993, "fast_rcnn/fg_cls_accuracy": 0.7636937647987372, "iteration": 261899, "loss_box_reg": 0.18521032854914665, "loss_cls": 0.1361714992672205, "loss_mask": 0.21521182917058468, "loss_rpn_cls": 0.025671233888715506, "loss_rpn_loc": 0.07297059637494385, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9012139076125949, "mask_rcnn/false_negative": 0.10343583447919694, "mask_rcnn/false_positive": 0.09288438577375699, "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": 0.9874003967270255, "total_loss": 0.6643788492074236}
{"data_time": 0.01729313377290964, "eta_seconds": 8095.030156075954, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.1918348579449204, "fast_rcnn/fg_cls_accuracy": 0.7905503978779841, "iteration": 261919, "loss_box_reg": 0.20056652184575796, "loss_cls": 0.14503809344023466, "loss_mask": 0.2192017398774624, "loss_rpn_cls": 0.02527747061685659, "loss_rpn_loc": 0.06552361336071044, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084430732080346, "mask_rcnn/false_negative": 0.08772220317878263, "mask_rcnn/false_positive": 0.0957125250803012, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9952111472375691, "total_loss": 0.666716632025782}
{"data_time": 0.0169629012234509, "eta_seconds": 8077.282227836549, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2095556279878314, "fast_rcnn/fg_cls_accuracy": 0.7558020726901182, "iteration": 261939, "loss_box_reg": 0.1778191588819027, "loss_cls": 0.13156881369650364, "loss_mask": 0.21169873420149088, "loss_rpn_cls": 0.0188022754737176, "loss_rpn_loc": 0.05457662418484688, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9042442747045076, "mask_rcnn/false_negative": 0.08427329381997656, "mask_rcnn/false_positive": 0.10468092075159359, "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": 1.0227130283601582, "total_loss": 0.5960745202610269}
{"data_time": 0.015978819224983454, "eta_seconds": 8058.155948314816, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22858434153803364, "fast_rcnn/fg_cls_accuracy": 0.7402889256947098, "iteration": 261959, "loss_box_reg": 0.19530149549245834, "loss_cls": 0.1486206352710724, "loss_mask": 0.21950413659214973, "loss_rpn_cls": 0.026415144209749997, "loss_rpn_loc": 0.06764862546697259, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909140531977785, "mask_rcnn/false_negative": 0.07217489897130996, "mask_rcnn/false_positive": 0.1072963128414325, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.992369594052434, "total_loss": 0.6608986357459798}
{"data_time": 0.024361297953873873, "eta_seconds": 8039.9216337595135, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24970756813662415, "fast_rcnn/fg_cls_accuracy": 0.7154992064637138, "iteration": 261979, "loss_box_reg": 0.1995013002306223, "loss_cls": 0.14872063975781202, "loss_mask": 0.2136448584496975, "loss_rpn_cls": 0.02529324266652111, "loss_rpn_loc": 0.06726535805501044, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8988998317238772, "mask_rcnn/false_negative": 0.08217841926271229, "mask_rcnn/false_positive": 0.11091826436572971, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.015007785987109, "total_loss": 0.6770926835015416}
{"data_time": 0.015602276660501957, "eta_seconds": 8016.584876924753, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.2187220510782073, "fast_rcnn/fg_cls_accuracy": 0.7545970537895522, "iteration": 261999, "loss_box_reg": 0.19442843366414309, "loss_cls": 0.1397436116822064, "loss_mask": 0.22359570488333702, "loss_rpn_cls": 0.024141980087733828, "loss_rpn_loc": 0.057795983739197254, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9071022008428061, "mask_rcnn/false_negative": 0.09767407315575627, "mask_rcnn/false_positive": 0.0977967893571639, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0209084334783256, "total_loss": 0.6605442651780322}
{"data_time": 0.01579695427790284, "eta_seconds": 7996.543414732441, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23213694794450807, "fast_rcnn/fg_cls_accuracy": 0.7619097712722791, "iteration": 262019, "loss_box_reg": 0.19569252245128155, "loss_cls": 0.1294142995029688, "loss_mask": 0.19808822125196457, "loss_rpn_cls": 0.021968035027384758, "loss_rpn_loc": 0.04733357741497457, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9116281072030552, "mask_rcnn/false_negative": 0.09027552154483345, "mask_rcnn/false_positive": 0.08494118406609427, "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": 1.0180151206441224, "total_loss": 0.6358226294396445}
{"data_time": 0.013910886365920305, "eta_seconds": 7976.501952540129, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2616999899527781, "fast_rcnn/fg_cls_accuracy": 0.7281341939015212, "iteration": 262039, "loss_box_reg": 0.1932508358731866, "loss_cls": 0.1317999204620719, "loss_mask": 0.20415474474430084, "loss_rpn_cls": 0.021734090754762292, "loss_rpn_loc": 0.06455012154765427, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9151949646707183, "mask_rcnn/false_negative": 0.08261257153796378, "mask_rcnn/false_positive": 0.09094407612016155, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 1.0085976137779653, "total_loss": 0.6550905968470033}
{"data_time": 0.02083493210375309, "eta_seconds": 7956.107323113829, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22679432401709065, "fast_rcnn/fg_cls_accuracy": 0.7687272157108698, "iteration": 262059, "loss_box_reg": 0.19998595118522644, "loss_cls": 0.14002071786671877, "loss_mask": 0.2230664025992155, "loss_rpn_cls": 0.027761164703406394, "loss_rpn_loc": 0.07848446955904365, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9124231589187399, "mask_rcnn/false_negative": 0.07465500983420625, "mask_rcnn/false_positive": 0.10028582652491533, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9976928844116628, "total_loss": 0.67042445622792}
{"data_time": 0.02550680749118328, "eta_seconds": 7933.589359335601, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.19512138188608777, "fast_rcnn/fg_cls_accuracy": 0.7792570875899172, "iteration": 262079, "loss_box_reg": 0.19618281722068787, "loss_cls": 0.14165195636451244, "loss_mask": 0.20952188596129417, "loss_rpn_cls": 0.022452995995990932, "loss_rpn_loc": 0.06557050510309637, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9107284530403602, "mask_rcnn/false_negative": 0.07818335904084511, "mask_rcnn/false_positive": 0.09572422614504975, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 0.9729955797083676, "total_loss": 0.6302153668366373}
{"data_time": 0.01541560934856534, "eta_seconds": 7913.5550427716225, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.1986817800167926, "fast_rcnn/fg_cls_accuracy": 0.779265384100561, "iteration": 262099, "loss_box_reg": 0.20176462456583977, "loss_cls": 0.14554947149008512, "loss_mask": 0.2086476795375347, "loss_rpn_cls": 0.026792082120664418, "loss_rpn_loc": 0.06357324833516032, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9141319656259244, "mask_rcnn/false_negative": 0.07397232428112613, "mask_rcnn/false_positive": 0.0965058419084493, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.013547875918448, "total_loss": 0.667580459266901}
{"data_time": 0.01523258164525032, "eta_seconds": 7888.430020306259, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.225957743403705, "fast_rcnn/fg_cls_accuracy": 0.7675992482194671, "iteration": 262119, "loss_box_reg": 0.20417199470102787, "loss_cls": 0.13725538970902562, "loss_mask": 0.2069879611954093, "loss_rpn_cls": 0.022128383861854672, "loss_rpn_loc": 0.06778521731030196, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9115435875155586, "mask_rcnn/false_negative": 0.09107476701636891, "mask_rcnn/false_positive": 0.09128043578799802, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.983288086950779, "total_loss": 0.6476970465155318}
{"data_time": 0.02310403250157833, "eta_seconds": 7869.034365601838, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.25576259489302966, "fast_rcnn/fg_cls_accuracy": 0.73824016563147, "iteration": 262139, "loss_box_reg": 0.18934656493365765, "loss_cls": 0.14085940551012754, "loss_mask": 0.21752333268523216, "loss_rpn_cls": 0.02254102553706616, "loss_rpn_loc": 0.06406154832802713, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005086348612469, "mask_rcnn/false_negative": 0.09012374064471125, "mask_rcnn/false_positive": 0.11690952911892136, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 0.9947642292827368, "total_loss": 0.6630714769707993}
{"data_time": 0.01866423012688756, "eta_seconds": 7853.089150339365, "fast_rcnn/cls_accuracy": 0.960205078125, "fast_rcnn/false_negative": 0.1920837532191244, "fast_rcnn/fg_cls_accuracy": 0.7605194805194806, "iteration": 262159, "loss_box_reg": 0.17130713071674109, "loss_cls": 0.12456693220883608, "loss_mask": 0.20672474056482315, "loss_rpn_cls": 0.020500235725194216, "loss_rpn_loc": 0.0515147385885939, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.926745507985803, "mask_rcnn/false_negative": 0.0723064233075606, "mask_rcnn/false_positive": 0.07996540015975658, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0177000663243234, "total_loss": 0.5556865497783292}
{"data_time": 0.01602329732850194, "eta_seconds": 7833.762303395197, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24193175245806825, "fast_rcnn/fg_cls_accuracy": 0.7455203845913716, "iteration": 262179, "loss_box_reg": 0.1996354293078184, "loss_cls": 0.14806648902595043, "loss_mask": 0.2195651177316904, "loss_rpn_cls": 0.02662114053964615, "loss_rpn_loc": 0.06350108794867992, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035355925916526, "mask_rcnn/false_negative": 0.07757134035149664, "mask_rcnn/false_positive": 0.1121913645258825, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 213.625, "rpn/num_pos_anchors": 42.375, "time": 1.0072200130671263, "total_loss": 0.6636951776454225}
{"data_time": 0.018091225996613503, "eta_seconds": 7810.962386894971, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.24530648267008986, "fast_rcnn/fg_cls_accuracy": 0.7427498802251766, "iteration": 262199, "loss_box_reg": 0.19986269436776638, "loss_cls": 0.1473788544535637, "loss_mask": 0.23517291620373726, "loss_rpn_cls": 0.022208710317499936, "loss_rpn_loc": 0.0665482560871169, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903294922115085, "mask_rcnn/false_negative": 0.0847919876133115, "mask_rcnn/false_positive": 0.10668456071604598, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9615258178673685, "total_loss": 0.6764435430523008}
{"data_time": 0.01463922718539834, "eta_seconds": 7783.9074772410095, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2347991967871486, "fast_rcnn/fg_cls_accuracy": 0.7427536231884058, "iteration": 262219, "loss_box_reg": 0.20341461384668946, "loss_cls": 0.14547370560467243, "loss_mask": 0.21214726753532887, "loss_rpn_cls": 0.023424799903295934, "loss_rpn_loc": 0.0587131722131744, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018396094967416, "mask_rcnn/false_negative": 0.0851945518870813, "mask_rcnn/false_positive": 0.11050418272052645, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.970136858522892, "total_loss": 0.6563494947040454}
{"data_time": 0.01517051411792636, "eta_seconds": 7772.642583474517, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.21092263938392214, "fast_rcnn/fg_cls_accuracy": 0.7841695630217151, "iteration": 262239, "loss_box_reg": 0.1953001543879509, "loss_cls": 0.13547507114708424, "loss_mask": 0.20657899230718613, "loss_rpn_cls": 0.019536184991011396, "loss_rpn_loc": 0.05516293179243803, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9125327988713021, "mask_rcnn/false_negative": 0.07765771392179013, "mask_rcnn/false_positive": 0.09530161158569074, "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": 1.0150756356306374, "total_loss": 0.6249504788429476}
{"data_time": 0.014409273862838745, "eta_seconds": 7748.280248371884, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.2423562455160202, "fast_rcnn/fg_cls_accuracy": 0.7384866663613745, "iteration": 262259, "loss_box_reg": 0.21721854992210865, "loss_cls": 0.15297771152108908, "loss_mask": 0.2210227195173502, "loss_rpn_cls": 0.030232079327106476, "loss_rpn_loc": 0.07627870538271964, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8993823072707343, "mask_rcnn/false_negative": 0.08670370243784217, "mask_rcnn/false_positive": 0.12484657575535443, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0029203398153186, "total_loss": 0.7378986834082752}
{"data_time": 0.01683975476771593, "eta_seconds": 7735.17750615254, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2526180902302152, "fast_rcnn/fg_cls_accuracy": 0.7209493860437257, "iteration": 262279, "loss_box_reg": 0.20042559690773487, "loss_cls": 0.1500570848584175, "loss_mask": 0.2219728622585535, "loss_rpn_cls": 0.02426457271212712, "loss_rpn_loc": 0.06328137509990484, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9024086957030519, "mask_rcnn/false_negative": 0.08979832670905552, "mask_rcnn/false_positive": 0.11267691249573256, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.025707433000207, "total_loss": 0.6755576988798566}
{"data_time": 0.015615877695381641, "eta_seconds": 7714.323292300105, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.2052560169891458, "fast_rcnn/fg_cls_accuracy": 0.7793297167898994, "iteration": 262299, "loss_box_reg": 0.18118317518383265, "loss_cls": 0.13528334628790617, "loss_mask": 0.20441641472280025, "loss_rpn_cls": 0.020502024330198765, "loss_rpn_loc": 0.05912504275329411, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9205026690996079, "mask_rcnn/false_negative": 0.07276905235118628, "mask_rcnn/false_positive": 0.08662763202515619, "roi_head/num_bg_samples": 457.125, "roi_head/num_fg_samples": 54.875, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.0060216933488846, "total_loss": 0.5983008502516896}
{"data_time": 0.015328703913837671, "eta_seconds": 7693.177560567856, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2002855901160986, "fast_rcnn/fg_cls_accuracy": 0.7760020062924627, "iteration": 262319, "loss_box_reg": 0.19286923669278622, "loss_cls": 0.1341834906488657, "loss_mask": 0.20523314364254475, "loss_rpn_cls": 0.0250961474084761, "loss_rpn_loc": 0.05829704483039677, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072456007090477, "mask_rcnn/false_negative": 0.08734261714200126, "mask_rcnn/false_positive": 0.10446568343801609, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9810825800523162, "total_loss": 0.6354076230200008}
{"data_time": 0.022061049472540617, "eta_seconds": 7673.480721740052, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.22650438169425513, "fast_rcnn/fg_cls_accuracy": 0.7429211295034079, "iteration": 262339, "loss_box_reg": 0.1987174991518259, "loss_cls": 0.13714171294122934, "loss_mask": 0.2120623867958784, "loss_rpn_cls": 0.022316125337965786, "loss_rpn_loc": 0.05876405187882483, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9132901094347183, "mask_rcnn/false_negative": 0.08373213826497694, "mask_rcnn/false_positive": 0.09113536488286525, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9786761873401701, "total_loss": 0.616580237983726}
{"data_time": 0.014683556277304888, "eta_seconds": 7652.064105458558, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.19738394964594808, "fast_rcnn/fg_cls_accuracy": 0.8026160503540519, "iteration": 262359, "loss_box_reg": 0.18245187168940902, "loss_cls": 0.1357815694063902, "loss_mask": 0.2079329788684845, "loss_rpn_cls": 0.023664560954784974, "loss_rpn_loc": 0.05958877003286034, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9262241162380971, "mask_rcnn/false_negative": 0.0657495849847774, "mask_rcnn/false_positive": 0.07783798127510233, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.9577013598755002, "total_loss": 0.6133441220445093}
{"data_time": 0.013555132783949375, "eta_seconds": 7632.414495628327, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.23741039426523297, "fast_rcnn/fg_cls_accuracy": 0.7534517850266791, "iteration": 262379, "loss_box_reg": 0.18635497149080038, "loss_cls": 0.12510169949382544, "loss_mask": 0.20306652784347534, "loss_rpn_cls": 0.019416853378061205, "loss_rpn_loc": 0.054128902149386704, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.91242816922065, "mask_rcnn/false_negative": 0.09676416578975715, "mask_rcnn/false_positive": 0.09727448157567875, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0241987882182002, "total_loss": 0.5771306791575626}
{"data_time": 0.02455154014751315, "eta_seconds": 7612.68846206367, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.21674664215081732, "fast_rcnn/fg_cls_accuracy": 0.7303974221267455, "iteration": 262399, "loss_box_reg": 0.21993407513946295, "loss_cls": 0.1486678859218955, "loss_mask": 0.21657117269933224, "loss_rpn_cls": 0.02733849489595741, "loss_rpn_loc": 0.061411782866343856, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034060542183455, "mask_rcnn/false_negative": 0.09052434455804217, "mask_rcnn/false_positive": 0.09988447487420238, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9863233380019665, "total_loss": 0.7003541334997863}
{"data_time": 0.017039143946021795, "eta_seconds": 7591.969361174852, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2316379634100542, "fast_rcnn/fg_cls_accuracy": 0.73241930171278, "iteration": 262419, "loss_box_reg": 0.17760428227484226, "loss_cls": 0.12804055027663708, "loss_mask": 0.20965823158621788, "loss_rpn_cls": 0.0197136162314564, "loss_rpn_loc": 0.04435028962325305, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101809809620263, "mask_rcnn/false_negative": 0.08228257950042328, "mask_rcnn/false_positive": 0.09349993592454983, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9727913262322545, "total_loss": 0.6031902208924294}
{"data_time": 0.01619911938905716, "eta_seconds": 7571.93777974695, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.20697908793146888, "fast_rcnn/fg_cls_accuracy": 0.7892946652345149, "iteration": 262439, "loss_box_reg": 0.18468806706368923, "loss_cls": 0.13229867815971375, "loss_mask": 0.20561083033680916, "loss_rpn_cls": 0.019982049299869686, "loss_rpn_loc": 0.05376271717250347, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083191629131717, "mask_rcnn/false_negative": 0.08892571770917161, "mask_rcnn/false_positive": 0.09255562874726042, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.125, "rpn/num_pos_anchors": 34.875, "time": 0.9861641172319651, "total_loss": 0.6178791672573425}
{"data_time": 0.021109651308506727, "eta_seconds": 7552.588289994746, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.2229597325751172, "fast_rcnn/fg_cls_accuracy": 0.7335544889892716, "iteration": 262459, "loss_box_reg": 0.18355769105255604, "loss_cls": 0.14569764584302902, "loss_mask": 0.2100863754749298, "loss_rpn_cls": 0.022106426011305302, "loss_rpn_loc": 0.061254109255969524, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.905708912663426, "mask_rcnn/false_negative": 0.0900629218655839, "mask_rcnn/false_positive": 0.1043374482869473, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 221.875, "rpn/num_pos_anchors": 34.125, "time": 1.0050647649914026, "total_loss": 0.6329484435264021}
{"data_time": 0.01681547611951828, "eta_seconds": 7532.9030280560255, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.1920892319032237, "fast_rcnn/fg_cls_accuracy": 0.7747577899973814, "iteration": 262479, "loss_box_reg": 0.19414965901523829, "loss_cls": 0.13947069644927979, "loss_mask": 0.21794441156089306, "loss_rpn_cls": 0.02234978135675192, "loss_rpn_loc": 0.058189523755572736, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9141302527994752, "mask_rcnn/false_negative": 0.0710954941118816, "mask_rcnn/false_positive": 0.10635984861683653, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 226.375, "rpn/num_pos_anchors": 29.625, "time": 1.008922330569476, "total_loss": 0.6318491426645778}
{"data_time": 0.01567161688581109, "eta_seconds": 7512.521508615464, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.19729707298179605, "fast_rcnn/fg_cls_accuracy": 0.7611618439872374, "iteration": 262499, "loss_box_reg": 0.18597040697932243, "loss_cls": 0.13538477336987853, "loss_mask": 0.21783982403576374, "loss_rpn_cls": 0.01876081591763068, "loss_rpn_loc": 0.0715684739407152, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901516013189505, "mask_rcnn/false_negative": 0.08432714295960342, "mask_rcnn/false_positive": 0.10406378923817344, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9812094657681882, "total_loss": 0.6280255722376751}
{"data_time": 0.01728261122480035, "eta_seconds": 7495.174153260887, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2649364093463472, "fast_rcnn/fg_cls_accuracy": 0.7335107956225968, "iteration": 262519, "loss_box_reg": 0.20832387916743755, "loss_cls": 0.14814588613808155, "loss_mask": 0.2236865572631359, "loss_rpn_cls": 0.02802777651231736, "loss_rpn_loc": 0.08167848526500165, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9033922431667478, "mask_rcnn/false_negative": 0.08878987442270725, "mask_rcnn/false_positive": 0.09830467523889724, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 1.0189176015555859, "total_loss": 0.6952654313063249}
{"data_time": 0.01483478769659996, "eta_seconds": 7473.1887377705425, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.22047589722087554, "fast_rcnn/fg_cls_accuracy": 0.7583108715184187, "iteration": 262539, "loss_box_reg": 0.18111032154411077, "loss_cls": 0.13556124782189727, "loss_mask": 0.21528859622776508, "loss_rpn_cls": 0.02123661758378148, "loss_rpn_loc": 0.06205786345526576, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9014806214666693, "mask_rcnn/false_negative": 0.09951730525014518, "mask_rcnn/false_positive": 0.10328607014945188, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0008416543714702, "total_loss": 0.628911966632586}
{"data_time": 0.01671769516542554, "eta_seconds": 7454.4400499761105, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2666265221463937, "fast_rcnn/fg_cls_accuracy": 0.7175674235156166, "iteration": 262559, "loss_box_reg": 0.19587610941380262, "loss_cls": 0.1509238090366125, "loss_mask": 0.22134764678776264, "loss_rpn_cls": 0.02680558105930686, "loss_rpn_loc": 0.06976561760529876, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055951588848608, "mask_rcnn/false_negative": 0.09782921041246578, "mask_rcnn/false_positive": 0.09009483998014187, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.009829637594521, "total_loss": 0.6815777842421085}
{"data_time": 0.0206801681779325, "eta_seconds": 7435.052435453981, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.22826761187416927, "fast_rcnn/fg_cls_accuracy": 0.7465828971841342, "iteration": 262579, "loss_box_reg": 0.21247974783182144, "loss_cls": 0.15880569629371166, "loss_mask": 0.22782675176858902, "loss_rpn_cls": 0.027132600836921483, "loss_rpn_loc": 0.08321623597294092, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8988697971967394, "mask_rcnn/false_negative": 0.08222115498447372, "mask_rcnn/false_positive": 0.12436468791917779, "roi_head/num_bg_samples": 426.375, "roi_head/num_fg_samples": 85.625, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.002259876113385, "total_loss": 0.7135845999000594}
{"data_time": 0.015474198386073112, "eta_seconds": 7412.552366685122, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.22013574660633484, "fast_rcnn/fg_cls_accuracy": 0.7611351351351352, "iteration": 262599, "loss_box_reg": 0.18368160258978605, "loss_cls": 0.13140307972207665, "loss_mask": 0.21760701946914196, "loss_rpn_cls": 0.024015067261643708, "loss_rpn_loc": 0.08788589236792177, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9053614480739083, "mask_rcnn/false_negative": 0.07765149969397607, "mask_rcnn/false_positive": 0.09752584861485844, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9809754244051874, "total_loss": 0.6419764280435629}
{"data_time": 0.015353170689195395, "eta_seconds": 7391.653546895832, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.19558447977592883, "fast_rcnn/fg_cls_accuracy": 0.7953455803608205, "iteration": 262619, "loss_box_reg": 0.21181426011025906, "loss_cls": 0.14820250682532787, "loss_mask": 0.21368510089814663, "loss_rpn_cls": 0.02695351411239244, "loss_rpn_loc": 0.06892427057027817, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9095017364634488, "mask_rcnn/false_negative": 0.07787753452492935, "mask_rcnn/false_positive": 0.10110326638920732, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 1.0049514234997332, "total_loss": 0.6669279271736741}
{"data_time": 0.024396561086177826, "eta_seconds": 7370.132889896631, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.19083969465648856, "fast_rcnn/fg_cls_accuracy": 0.7719852084373737, "iteration": 262639, "loss_box_reg": 0.19460192322731018, "loss_cls": 0.13638521265238523, "loss_mask": 0.21110472828149796, "loss_rpn_cls": 0.023763332806993276, "loss_rpn_loc": 0.06136324431281537, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9135936867113257, "mask_rcnn/false_negative": 0.08098094075428632, "mask_rcnn/false_positive": 0.08847246033656861, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.016969971358776, "total_loss": 0.6371857648482546}
{"data_time": 0.015478436835110188, "eta_seconds": 7350.105354869738, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2537646235376463, "fast_rcnn/fg_cls_accuracy": 0.7261155382932655, "iteration": 262659, "loss_box_reg": 0.20052486285567284, "loss_cls": 0.14399769995361567, "loss_mask": 0.21691714227199554, "loss_rpn_cls": 0.02394811628619209, "loss_rpn_loc": 0.0673588877543807, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8921527734261993, "mask_rcnn/false_negative": 0.08972699366881523, "mask_rcnn/false_positive": 0.11919390768941962, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 215.125, "rpn/num_pos_anchors": 40.875, "time": 1.0233611552976072, "total_loss": 0.6787526317639276}
{"data_time": 0.014391476288437843, "eta_seconds": 7325.511536691338, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.20844827586206896, "fast_rcnn/fg_cls_accuracy": 0.7730208333333333, "iteration": 262679, "loss_box_reg": 0.19096989464014769, "loss_cls": 0.14119068812578917, "loss_mask": 0.21414445340633392, "loss_rpn_cls": 0.022249320289120078, "loss_rpn_loc": 0.06113725493196398, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9190380031779661, "mask_rcnn/false_negative": 0.08232233969154296, "mask_rcnn/false_positive": 0.08826352279902211, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9880500482395291, "total_loss": 0.6271792490151711}
{"data_time": 0.023997309152036905, "eta_seconds": 7305.496477847919, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.24903045300928917, "fast_rcnn/fg_cls_accuracy": 0.7263726179653864, "iteration": 262699, "loss_box_reg": 0.20356239564716816, "loss_cls": 0.13812913466244936, "loss_mask": 0.21171367354691029, "loss_rpn_cls": 0.025586164905689657, "loss_rpn_loc": 0.0740272164111957, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9119653755913244, "mask_rcnn/false_negative": 0.0807352723624012, "mask_rcnn/false_positive": 0.10123611408031771, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.013861482962966, "total_loss": 0.6467449856572784}
{"data_time": 0.022196225821971893, "eta_seconds": 7282.8264582157135, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.228249003528904, "fast_rcnn/fg_cls_accuracy": 0.7605536049644811, "iteration": 262719, "loss_box_reg": 0.19793048966675997, "loss_cls": 0.1461456180550158, "loss_mask": 0.2142047230154276, "loss_rpn_cls": 0.02400600051623769, "loss_rpn_loc": 0.05913150520063937, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9113879948747401, "mask_rcnn/false_negative": 0.08534387878198141, "mask_rcnn/false_positive": 0.10015292441791845, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9925346532836556, "total_loss": 0.632318840129301}
{"data_time": 0.018182531464844942, "eta_seconds": 7259.051165711135, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.21099887766554432, "fast_rcnn/fg_cls_accuracy": 0.7605970149253731, "iteration": 262739, "loss_box_reg": 0.19813984911888838, "loss_cls": 0.15131485369056463, "loss_mask": 0.22038722038269043, "loss_rpn_cls": 0.025350100768264383, "loss_rpn_loc": 0.07095798524096608, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9014338069938719, "mask_rcnn/false_negative": 0.08727269488105133, "mask_rcnn/false_positive": 0.10451569732050878, "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": 1.050429867580533, "total_loss": 0.6746887965709902}
{"data_time": 0.014934531413018703, "eta_seconds": 7239.053779579699, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22709213596518887, "fast_rcnn/fg_cls_accuracy": 0.7604450847561537, "iteration": 262759, "loss_box_reg": 0.17779082339257002, "loss_cls": 0.1265639285556972, "loss_mask": 0.2012991514056921, "loss_rpn_cls": 0.019635357661172748, "loss_rpn_loc": 0.050610939506441355, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9173367760778683, "mask_rcnn/false_negative": 0.08049035235892875, "mask_rcnn/false_positive": 0.09131136868156603, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 1.0144008053466678, "total_loss": 0.559633764292812}
{"data_time": 0.01571697276085615, "eta_seconds": 7222.803163230419, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2206525209361723, "fast_rcnn/fg_cls_accuracy": 0.7619722109807096, "iteration": 262779, "loss_box_reg": 0.17167659848928452, "loss_cls": 0.1260243896394968, "loss_mask": 0.21445161290466785, "loss_rpn_cls": 0.01979591458075447, "loss_rpn_loc": 0.06668452976737171, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9077107893996177, "mask_rcnn/false_negative": 0.08655573251296471, "mask_rcnn/false_positive": 0.10148949969499457, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0121314469724894, "total_loss": 0.6003888443810865}
{"data_time": 0.015241106040775776, "eta_seconds": 7198.7880405038595, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.22441235146153177, "fast_rcnn/fg_cls_accuracy": 0.767110428400751, "iteration": 262799, "loss_box_reg": 0.19234924670308828, "loss_cls": 0.13818706292659044, "loss_mask": 0.21720445901155472, "loss_rpn_cls": 0.021370432135881856, "loss_rpn_loc": 0.06016532424837351, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041794068724669, "mask_rcnn/false_negative": 0.0839889306077598, "mask_rcnn/false_positive": 0.11574915749828497, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9827960273250937, "total_loss": 0.6262847541365772}
{"data_time": 0.012971433810889721, "eta_seconds": 7176.877533812076, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23945851660852419, "fast_rcnn/fg_cls_accuracy": 0.7397404398885585, "iteration": 262819, "loss_box_reg": 0.19911543279886246, "loss_cls": 0.13685639668256044, "loss_mask": 0.22912663780152798, "loss_rpn_cls": 0.023611650802195072, "loss_rpn_loc": 0.06488862028345466, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8949517029880354, "mask_rcnn/false_negative": 0.08862880578089333, "mask_rcnn/false_positive": 0.10962154636516755, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9941637851297855, "total_loss": 0.6554022532654926}
{"data_time": 0.013939145486801863, "eta_seconds": 7158.195839636028, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2511784948264077, "fast_rcnn/fg_cls_accuracy": 0.7122841982999841, "iteration": 262839, "loss_box_reg": 0.19958330690860748, "loss_cls": 0.14978410862386227, "loss_mask": 0.21549652144312859, "loss_rpn_cls": 0.02394679910503328, "loss_rpn_loc": 0.0707471224013716, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9091367571535081, "mask_rcnn/false_negative": 0.07060171419657621, "mask_rcnn/false_positive": 0.1088958990208986, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.009557285811752, "total_loss": 0.6588482918450609}
{"data_time": 0.022108183708041906, "eta_seconds": 7142.772103250027, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2584448322668218, "fast_rcnn/fg_cls_accuracy": 0.7216169048629781, "iteration": 262859, "loss_box_reg": 0.2057786751538515, "loss_cls": 0.14733212254941463, "loss_mask": 0.21725664474070072, "loss_rpn_cls": 0.026854508148971945, "loss_rpn_loc": 0.06421694357413799, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9078657749709289, "mask_rcnn/false_negative": 0.07183228501085029, "mask_rcnn/false_positive": 0.11707675541425408, "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": 1.0309325503185391, "total_loss": 0.667078601079993}
{"data_time": 0.014733729884028435, "eta_seconds": 7124.8318561166525, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.21629247945037416, "fast_rcnn/fg_cls_accuracy": 0.7416547590696198, "iteration": 262879, "loss_box_reg": 0.18627235013991594, "loss_cls": 0.14154441421851516, "loss_mask": 0.21858745627105236, "loss_rpn_cls": 0.02500180437345989, "loss_rpn_loc": 0.06872177124023438, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046869537778679, "mask_rcnn/false_negative": 0.08224068334896195, "mask_rcnn/false_positive": 0.1153622141411679, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0037419041618705, "total_loss": 0.6399250419344753}
{"data_time": 0.0135832279920578, "eta_seconds": 7101.410138513893, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.1553146853146853, "fast_rcnn/fg_cls_accuracy": 0.8242096944151738, "iteration": 262899, "loss_box_reg": 0.19826185703277588, "loss_cls": 0.13772167451679707, "loss_mask": 0.21051041968166828, "loss_rpn_cls": 0.025440841214731336, "loss_rpn_loc": 0.05442523816600442, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9214333807813817, "mask_rcnn/false_negative": 0.07484109628731954, "mask_rcnn/false_positive": 0.0831179809178802, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.125, "rpn/num_pos_anchors": 24.875, "time": 0.9694118918851018, "total_loss": 0.6439581559970975}
{"data_time": 0.015795669984072447, "eta_seconds": 7082.748808264732, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2630432177446591, "fast_rcnn/fg_cls_accuracy": 0.717687074829932, "iteration": 262919, "loss_box_reg": 0.20821566693484783, "loss_cls": 0.1559799537062645, "loss_mask": 0.207593796774745, "loss_rpn_cls": 0.023051818134263158, "loss_rpn_loc": 0.055585121968761086, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101062945348999, "mask_rcnn/false_negative": 0.08792189087945085, "mask_rcnn/false_positive": 0.09304375812829682, "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": 1.0055796331726015, "total_loss": 0.6715549666405423}
{"data_time": 0.024288303218781948, "eta_seconds": 7062.741043269634, "fast_rcnn/cls_accuracy": 0.935791015625, "fast_rcnn/false_negative": 0.27347490347490344, "fast_rcnn/fg_cls_accuracy": 0.6833161881604788, "iteration": 262939, "loss_box_reg": 0.21353895589709282, "loss_cls": 0.14235418941825628, "loss_mask": 0.22583934478461742, "loss_rpn_cls": 0.021298956067766994, "loss_rpn_loc": 0.0723533954587765, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8940743890148652, "mask_rcnn/false_negative": 0.10341336334781123, "mask_rcnn/false_positive": 0.10648336598370864, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0233645802363753, "total_loss": 0.6954972203820944}
{"data_time": 0.022887053433805704, "eta_seconds": 7045.872378349304, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25688063569577413, "fast_rcnn/fg_cls_accuracy": 0.7105212060691798, "iteration": 262959, "loss_box_reg": 0.2045340482145548, "loss_cls": 0.15107105486094952, "loss_mask": 0.21737043745815754, "loss_rpn_cls": 0.026370680308900774, "loss_rpn_loc": 0.0554197677411139, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005272440003669, "mask_rcnn/false_negative": 0.09411201513190229, "mask_rcnn/false_positive": 0.10947568746347729, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.01993414061144, "total_loss": 0.6719417931744829}
{"data_time": 0.02509545022621751, "eta_seconds": 7025.855695456266, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23806341267103598, "fast_rcnn/fg_cls_accuracy": 0.7442408712363869, "iteration": 262979, "loss_box_reg": 0.177463767118752, "loss_cls": 0.1370512843132019, "loss_mask": 0.2261565774679184, "loss_rpn_cls": 0.02379529841709882, "loss_rpn_loc": 0.055321602150797844, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060480485900655, "mask_rcnn/false_negative": 0.09198871533802297, "mask_rcnn/false_positive": 0.09741234299915126, "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": 1.014250167645514, "total_loss": 0.6160653546103276}
{"data_time": 0.0153583949431777, "eta_seconds": 7005.839012563229, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22577360947103886, "fast_rcnn/fg_cls_accuracy": 0.7480835758371748, "iteration": 262999, "loss_box_reg": 0.190595299936831, "loss_cls": 0.1490994691848755, "loss_mask": 0.22056805714964867, "loss_rpn_cls": 0.02435077281552367, "loss_rpn_loc": 0.06470374949276447, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9012020333927222, "mask_rcnn/false_negative": 0.08710473836263602, "mask_rcnn/false_positive": 0.11396163668585016, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 1.0223638424649835, "total_loss": 0.6246505724266171}
{"data_time": 0.01656294707208872, "eta_seconds": 6984.736847709864, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2276926899792175, "fast_rcnn/fg_cls_accuracy": 0.7538610038610039, "iteration": 263019, "loss_box_reg": 0.19296158850193024, "loss_cls": 0.14524992927908897, "loss_mask": 0.2090106252580881, "loss_rpn_cls": 0.0216563087888062, "loss_rpn_loc": 0.05808970471844077, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9200860601110217, "mask_rcnn/false_negative": 0.07234726233196867, "mask_rcnn/false_positive": 0.09309548159936329, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0036664572544396, "total_loss": 0.6323931613005698}
{"data_time": 0.015883042942732573, "eta_seconds": 6961.382332965732, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22983603084892307, "fast_rcnn/fg_cls_accuracy": 0.7481343491074903, "iteration": 263039, "loss_box_reg": 0.1892896667122841, "loss_cls": 0.1318788193166256, "loss_mask": 0.20494678057730198, "loss_rpn_cls": 0.01737419218989089, "loss_rpn_loc": 0.05611781566403806, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9099328076804746, "mask_rcnn/false_negative": 0.08199700768358137, "mask_rcnn/false_positive": 0.10604621667961557, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9952397341839969, "total_loss": 0.5993056515580975}
{"data_time": 0.018667106982320547, "eta_seconds": 6937.6573968771845, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2334637268847795, "fast_rcnn/fg_cls_accuracy": 0.7325486020742142, "iteration": 263059, "loss_box_reg": 0.1846347115933895, "loss_cls": 0.13242996018379927, "loss_mask": 0.2174005750566721, "loss_rpn_cls": 0.023004866729024798, "loss_rpn_loc": 0.05221357336267829, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910270778079803, "mask_rcnn/false_negative": 0.08188693968141819, "mask_rcnn/false_positive": 0.10672273790456416, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.954880709759891, "total_loss": 0.6084720166400075}
{"data_time": 0.01616398897022009, "eta_seconds": 6919.887416623533, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.22325483599663581, "fast_rcnn/fg_cls_accuracy": 0.7749557590213126, "iteration": 263079, "loss_box_reg": 0.1776223722845316, "loss_cls": 0.13479611137881875, "loss_mask": 0.20267485827207565, "loss_rpn_cls": 0.024462524394039065, "loss_rpn_loc": 0.05119276384357363, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100388066367131, "mask_rcnn/false_negative": 0.08140176883085398, "mask_rcnn/false_positive": 0.09094588974947954, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 1.0132357981055975, "total_loss": 0.6155117677117232}
{"data_time": 0.01443037437275052, "eta_seconds": 6897.7449439466, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24999304899071345, "fast_rcnn/fg_cls_accuracy": 0.732195106958446, "iteration": 263099, "loss_box_reg": 0.1953358743339777, "loss_cls": 0.14851741027086973, "loss_mask": 0.21212268248200417, "loss_rpn_cls": 0.018215574033092707, "loss_rpn_loc": 0.05701977526769042, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9000694502162212, "mask_rcnn/false_negative": 0.07929874062056406, "mask_rcnn/false_positive": 0.11361017892151809, "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": 0.9942717351950705, "total_loss": 0.6201617250335403}
{"data_time": 0.015643232967704535, "eta_seconds": 6881.366444081068, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.26364207615935653, "fast_rcnn/fg_cls_accuracy": 0.7135053977377399, "iteration": 263119, "loss_box_reg": 0.2098762933164835, "loss_cls": 0.1532145030796528, "loss_mask": 0.22450829856097698, "loss_rpn_cls": 0.027283617993816733, "loss_rpn_loc": 0.07898711995221674, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8997500920028493, "mask_rcnn/false_negative": 0.08654204803365491, "mask_rcnn/false_positive": 0.11641419797296038, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.9790661344304681, "total_loss": 0.7189215017715469}
{"data_time": 0.013641695491969585, "eta_seconds": 6861.362471859902, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.20055338231084818, "fast_rcnn/fg_cls_accuracy": 0.7757364311117984, "iteration": 263139, "loss_box_reg": 0.19524763524532318, "loss_cls": 0.1434744568541646, "loss_mask": 0.21790539659559727, "loss_rpn_cls": 0.019299828680232167, "loss_rpn_loc": 0.061125036561861634, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9021157851677222, "mask_rcnn/false_negative": 0.09079260885980298, "mask_rcnn/false_positive": 0.09366627436713733, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 1.0000757318921387, "total_loss": 0.6638381266966462}
{"data_time": 0.01693148398771882, "eta_seconds": 6838.641579989344, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.22089500677632803, "fast_rcnn/fg_cls_accuracy": 0.7420767306088407, "iteration": 263159, "loss_box_reg": 0.1951186489313841, "loss_cls": 0.13299862714484334, "loss_mask": 0.21243921853601933, "loss_rpn_cls": 0.025176163180731237, "loss_rpn_loc": 0.06043709581717849, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9168239427805754, "mask_rcnn/false_negative": 0.0808689698810013, "mask_rcnn/false_positive": 0.08665679833452675, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.9846932743676007, "total_loss": 0.6574089807691053}
{"data_time": 0.012294546235352755, "eta_seconds": 6814.922835761681, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2214065829978688, "fast_rcnn/fg_cls_accuracy": 0.765414441901856, "iteration": 263179, "loss_box_reg": 0.1812814474105835, "loss_cls": 0.13749824650585651, "loss_mask": 0.19848929904401302, "loss_rpn_cls": 0.02279819385148585, "loss_rpn_loc": 0.06821361486800015, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9207535921180539, "mask_rcnn/false_negative": 0.07626776591136028, "mask_rcnn/false_positive": 0.08064961142402202, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9603845681995153, "total_loss": 0.6183926705853082}
{"data_time": 0.013875923119485378, "eta_seconds": 6798.649523966014, "fast_rcnn/cls_accuracy": 0.961669921875, "fast_rcnn/false_negative": 0.17974588938714497, "fast_rcnn/fg_cls_accuracy": 0.8084119375289933, "iteration": 263199, "loss_box_reg": 0.18896079529076815, "loss_cls": 0.12300540320575237, "loss_mask": 0.21245422400534153, "loss_rpn_cls": 0.01906994215096347, "loss_rpn_loc": 0.07068334217183292, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9025237817450029, "mask_rcnn/false_negative": 0.09363881556143752, "mask_rcnn/false_positive": 0.0963569149055285, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0135237164795399, "total_loss": 0.6297563379630446}
{"data_time": 0.018582054879516363, "eta_seconds": 6783.4946959186345, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.2321022657834918, "fast_rcnn/fg_cls_accuracy": 0.7493462575813584, "iteration": 263219, "loss_box_reg": 0.16741743125021458, "loss_cls": 0.12504015676677227, "loss_mask": 0.20068268850445747, "loss_rpn_cls": 0.0227752942009829, "loss_rpn_loc": 0.056012641987763345, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9087791888992793, "mask_rcnn/false_negative": 0.09071010739010046, "mask_rcnn/false_positive": 0.0918315718474278, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9955399897880852, "total_loss": 0.5782012844574638}
{"data_time": 0.018057769630104303, "eta_seconds": 6757.62482797727, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.2313797226888364, "fast_rcnn/fg_cls_accuracy": 0.7433183104496384, "iteration": 263239, "loss_box_reg": 0.19471582118421793, "loss_cls": 0.14591960329562426, "loss_mask": 0.22146953456103802, "loss_rpn_cls": 0.021722762030549347, "loss_rpn_loc": 0.07139095687307417, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028143997944479, "mask_rcnn/false_negative": 0.09114245181555183, "mask_rcnn/false_positive": 0.10034722398734303, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9967904579825699, "total_loss": 0.6687638538423926}
{"data_time": 0.014787537511438131, "eta_seconds": 6736.356116402894, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24217340310357272, "fast_rcnn/fg_cls_accuracy": 0.7314841778295477, "iteration": 263259, "loss_box_reg": 0.19340178556740284, "loss_cls": 0.13831399753689766, "loss_mask": 0.2178045753389597, "loss_rpn_cls": 0.020791715593077242, "loss_rpn_loc": 0.06501417804975063, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9154748527405255, "mask_rcnn/false_negative": 0.07792705606991285, "mask_rcnn/false_positive": 0.08505900806638066, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.375, "rpn/num_pos_anchors": 32.625, "time": 0.9820652725175023, "total_loss": 0.6484141235123388}
{"data_time": 0.015176412183791399, "eta_seconds": 6713.410062789917, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23809197215459005, "fast_rcnn/fg_cls_accuracy": 0.737647389107243, "iteration": 263279, "loss_box_reg": 0.19662835448980331, "loss_cls": 0.14994785748422146, "loss_mask": 0.21724729053676128, "loss_rpn_cls": 0.02211963350418955, "loss_rpn_loc": 0.06800006073899567, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8995295238891559, "mask_rcnn/false_negative": 0.09626731277480324, "mask_rcnn/false_positive": 0.10601916703761674, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.00525364279747, "total_loss": 0.6522641837655101}
{"data_time": 0.018882834818214178, "eta_seconds": 6693.42967569828, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21528388853970248, "fast_rcnn/fg_cls_accuracy": 0.7723302570863546, "iteration": 263299, "loss_box_reg": 0.19064627029001713, "loss_cls": 0.14464123733341694, "loss_mask": 0.20636083744466305, "loss_rpn_cls": 0.021082971012219787, "loss_rpn_loc": 0.05762880854308605, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9102990033222591, "mask_rcnn/false_negative": 0.08620904617128343, "mask_rcnn/false_positive": 0.09367370465180556, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 0.9980490813031793, "total_loss": 0.6089850253192708}
{"data_time": 0.02000157255679369, "eta_seconds": 6673.449288606644, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.21293576184880533, "fast_rcnn/fg_cls_accuracy": 0.7668315637065637, "iteration": 263319, "loss_box_reg": 0.18875944148749113, "loss_cls": 0.13058106089010835, "loss_mask": 0.204381063580513, "loss_rpn_cls": 0.023584950366057456, "loss_rpn_loc": 0.053212142549455166, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9125483047447466, "mask_rcnn/false_negative": 0.08013596630065872, "mask_rcnn/false_positive": 0.09480186547121291, "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": 0.9884181865490973, "total_loss": 0.6173329844605178}
{"data_time": 0.01541280560195446, "eta_seconds": 6656.399367246777, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.20023666203632248, "fast_rcnn/fg_cls_accuracy": 0.7973709934660698, "iteration": 263339, "loss_box_reg": 0.21087349392473698, "loss_cls": 0.14770929794758558, "loss_mask": 0.22105522453784943, "loss_rpn_cls": 0.021655139746144414, "loss_rpn_loc": 0.06613034941256046, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9014084025832146, "mask_rcnn/false_negative": 0.09151962380006101, "mask_rcnn/false_positive": 0.10291401602783337, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0026918076910079, "total_loss": 0.6729393643327057}
{"data_time": 0.020025577396154404, "eta_seconds": 6639.017408564687, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.25834103274817777, "fast_rcnn/fg_cls_accuracy": 0.7258529483135161, "iteration": 263359, "loss_box_reg": 0.19227686431258917, "loss_cls": 0.15505766309797764, "loss_mask": 0.21913941390812397, "loss_rpn_cls": 0.0212395474081859, "loss_rpn_loc": 0.06746435887180269, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035903423869547, "mask_rcnn/false_negative": 0.10308518339414224, "mask_rcnn/false_positive": 0.10498909736213866, "roi_head/num_bg_samples": 441.375, "roi_head/num_fg_samples": 70.625, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 1.0209719170816243, "total_loss": 0.6525744429673068}
{"data_time": 0.01605798816308379, "eta_seconds": 6618.43375002034, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.20692539636222157, "fast_rcnn/fg_cls_accuracy": 0.7866571847637673, "iteration": 263379, "loss_box_reg": 0.19693737104535103, "loss_cls": 0.15007224027067423, "loss_mask": 0.2120552659034729, "loss_rpn_cls": 0.023980078287422657, "loss_rpn_loc": 0.058378843357786536, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9179153593398062, "mask_rcnn/false_negative": 0.07736397716959643, "mask_rcnn/false_positive": 0.08974678278501538, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 1.0230024652555585, "total_loss": 0.656741869810503}
{"data_time": 0.012915332801640034, "eta_seconds": 6600.692299939692, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2203343949044586, "fast_rcnn/fg_cls_accuracy": 0.7555746500125744, "iteration": 263399, "loss_box_reg": 0.1868143710307777, "loss_cls": 0.13898825738579035, "loss_mask": 0.21405518241226673, "loss_rpn_cls": 0.019888639799319208, "loss_rpn_loc": 0.06029241636861116, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9149889532268378, "mask_rcnn/false_negative": 0.06943803512386088, "mask_rcnn/false_positive": 0.08504119654677943, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9756076252087951, "total_loss": 0.6250662271049805}
{"data_time": 0.019539215601980686, "eta_seconds": 6580.690202061087, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19693891684749987, "fast_rcnn/fg_cls_accuracy": 0.7727733570923838, "iteration": 263419, "loss_box_reg": 0.17994968313723803, "loss_cls": 0.12845230288803577, "loss_mask": 0.20672195963561535, "loss_rpn_cls": 0.022151112789288163, "loss_rpn_loc": 0.042715431889519095, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083574822701157, "mask_rcnn/false_negative": 0.08220512145872733, "mask_rcnn/false_positive": 0.07864872390282834, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 232.625, "rpn/num_pos_anchors": 23.375, "time": 0.9803649191744626, "total_loss": 0.5894706732942723}
{"data_time": 0.02010255167260766, "eta_seconds": 6562.932099476457, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.21639445572525823, "fast_rcnn/fg_cls_accuracy": 0.7692082914802301, "iteration": 263439, "loss_box_reg": 0.18409665441140532, "loss_cls": 0.1421455405652523, "loss_mask": 0.2101063746958971, "loss_rpn_cls": 0.023917814542073756, "loss_rpn_loc": 0.07007486221846193, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9068130120795426, "mask_rcnn/false_negative": 0.0884103656376457, "mask_rcnn/false_positive": 0.10571440049646244, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9995550853200257, "total_loss": 0.6528470378252678}
{"data_time": 0.013276164885610342, "eta_seconds": 6539.032206628472, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.258419447935577, "fast_rcnn/fg_cls_accuracy": 0.7229049325823519, "iteration": 263459, "loss_box_reg": 0.18800589628517628, "loss_cls": 0.13507218891754746, "loss_mask": 0.2158087771385908, "loss_rpn_cls": 0.02372401626780629, "loss_rpn_loc": 0.05901092430576682, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9029268539853217, "mask_rcnn/false_negative": 0.09018854051017472, "mask_rcnn/false_positive": 0.10293933417581676, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9957556235603988, "total_loss": 0.634391759056598}
{"data_time": 0.0167909013107419, "eta_seconds": 6518.457409385592, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25841721486882774, "fast_rcnn/fg_cls_accuracy": 0.7242107986889771, "iteration": 263479, "loss_box_reg": 0.19355220720171928, "loss_cls": 0.13965547922998667, "loss_mask": 0.2083298321813345, "loss_rpn_cls": 0.021947228873614222, "loss_rpn_loc": 0.07558442314621061, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084171696847754, "mask_rcnn/false_negative": 0.07858591374714546, "mask_rcnn/false_positive": 0.0976085825253899, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 213.125, "rpn/num_pos_anchors": 42.875, "time": 0.9737938544712961, "total_loss": 0.6408792581642047}
{"data_time": 0.013420096598565578, "eta_seconds": 6499.038125853986, "fast_rcnn/cls_accuracy": 0.940185546875, "fast_rcnn/false_negative": 0.2507795571058612, "fast_rcnn/fg_cls_accuracy": 0.7408170815496009, "iteration": 263499, "loss_box_reg": 0.20568353775888681, "loss_cls": 0.13672875287011266, "loss_mask": 0.21958795376121998, "loss_rpn_cls": 0.025593406055122614, "loss_rpn_loc": 0.06292481685522944, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8918797170030803, "mask_rcnn/false_negative": 0.08691903326141373, "mask_rcnn/false_positive": 0.12288034344378315, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9752488397061825, "total_loss": 0.6664558933116496}
{"data_time": 0.025475106667727232, "eta_seconds": 6478.036462068558, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.19750470809792844, "fast_rcnn/fg_cls_accuracy": 0.7754126970503248, "iteration": 263519, "loss_box_reg": 0.2056143954396248, "loss_cls": 0.14797948254272342, "loss_mask": 0.2133907899260521, "loss_rpn_cls": 0.020817779004573822, "loss_rpn_loc": 0.05202368076425046, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9167044365375747, "mask_rcnn/false_negative": 0.07434964886866559, "mask_rcnn/false_positive": 0.09462133610607538, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 1.01258962508291, "total_loss": 0.6614420232363045}
{"data_time": 0.02830297825857997, "eta_seconds": 6457.645437661558, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.21855590062111802, "fast_rcnn/fg_cls_accuracy": 0.7690812440495081, "iteration": 263539, "loss_box_reg": 0.1763421008363366, "loss_cls": 0.12897256668657064, "loss_mask": 0.21224970743060112, "loss_rpn_cls": 0.023857142601627856, "loss_rpn_loc": 0.058809179929085076, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9152814808380791, "mask_rcnn/false_negative": 0.07702923729431614, "mask_rcnn/false_positive": 0.09796993464300577, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 232.125, "rpn/num_pos_anchors": 23.875, "time": 0.9985631448216736, "total_loss": 0.6193688738858327}
{"data_time": 0.013580017257481813, "eta_seconds": 6441.249951291829, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2463135593220339, "fast_rcnn/fg_cls_accuracy": 0.741186440677966, "iteration": 263559, "loss_box_reg": 0.20089900866150856, "loss_cls": 0.13890505023300648, "loss_mask": 0.21842685714364052, "loss_rpn_cls": 0.02204828307731077, "loss_rpn_loc": 0.06867302302271128, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9127832293489733, "mask_rcnn/false_negative": 0.07793208576586746, "mask_rcnn/false_positive": 0.08916988545947227, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.036485738120973, "total_loss": 0.669694852665998}
{"data_time": 0.013042310252785683, "eta_seconds": 6418.481068750843, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2175063891931362, "fast_rcnn/fg_cls_accuracy": 0.7504656783509598, "iteration": 263579, "loss_box_reg": 0.19638747815042734, "loss_cls": 0.1467092391103506, "loss_mask": 0.20994755811989307, "loss_rpn_cls": 0.025620741362217814, "loss_rpn_loc": 0.06776434602215886, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9113798715658126, "mask_rcnn/false_negative": 0.0809439493759304, "mask_rcnn/false_positive": 0.0921787699031655, "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": 1.002166994381696, "total_loss": 0.6401672625215724}
{"data_time": 0.015016794204711914, "eta_seconds": 6398.060703277588, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.21133305298570226, "fast_rcnn/fg_cls_accuracy": 0.7690365496030327, "iteration": 263599, "loss_box_reg": 0.1702591385692358, "loss_cls": 0.12577940616756678, "loss_mask": 0.21953513659536839, "loss_rpn_cls": 0.02240368415368721, "loss_rpn_loc": 0.05097490502521396, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055208793708567, "mask_rcnn/false_negative": 0.07844218046075183, "mask_rcnn/false_positive": 0.10787220088687183, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.962915160227567, "total_loss": 0.5927617472480051}
{"data_time": 0.014318976551294327, "eta_seconds": 6376.550745200366, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21688429965662806, "fast_rcnn/fg_cls_accuracy": 0.7587817714495533, "iteration": 263619, "loss_box_reg": 0.16854126565158367, "loss_cls": 0.12258121371269226, "loss_mask": 0.20388443674892187, "loss_rpn_cls": 0.020020891446620226, "loss_rpn_loc": 0.0712024588137865, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111601249086465, "mask_rcnn/false_negative": 0.08831887487474177, "mask_rcnn/false_positive": 0.09852907844749922, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9879297469742596, "total_loss": 0.6251730746589601}
{"data_time": 0.024634525645524263, "eta_seconds": 6354.328421261162, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.18957861431704598, "fast_rcnn/fg_cls_accuracy": 0.7790675748933462, "iteration": 263639, "loss_box_reg": 0.17741303704679012, "loss_cls": 0.12462339736521244, "loss_mask": 0.20839164406061172, "loss_rpn_cls": 0.023897129052784294, "loss_rpn_loc": 0.056438713043462485, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.912984965545935, "mask_rcnn/false_negative": 0.0736331262585953, "mask_rcnn/false_positive": 0.09362821619926764, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 1.0046201120130718, "total_loss": 0.5985071344766766}
{"data_time": 0.019306357018649578, "eta_seconds": 6327.08818981424, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.24133844297778723, "fast_rcnn/fg_cls_accuracy": 0.7347340405592833, "iteration": 263659, "loss_box_reg": 0.20587747916579247, "loss_cls": 0.13893063087016344, "loss_mask": 0.21223159693181515, "loss_rpn_cls": 0.02383367664879188, "loss_rpn_loc": 0.06178583262953907, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8968656212484993, "mask_rcnn/false_negative": 0.09142849970152703, "mask_rcnn/false_positive": 0.1103295895579827, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.968834969215095, "total_loss": 0.6414697938307654}
{"data_time": 0.02751755202189088, "eta_seconds": 6309.529497548938, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.22316774811190299, "fast_rcnn/fg_cls_accuracy": 0.7557280118255728, "iteration": 263679, "loss_box_reg": 0.17730264458805323, "loss_cls": 0.14004045305773616, "loss_mask": 0.21304099727422, "loss_rpn_cls": 0.026779339066706598, "loss_rpn_loc": 0.0624234511051327, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9006561516696778, "mask_rcnn/false_negative": 0.08941301760700382, "mask_rcnn/false_positive": 0.1032668224634997, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9997632289305329, "total_loss": 0.6351725565036759}
{"data_time": 0.014156355988234282, "eta_seconds": 6283.889358909801, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21275613033254953, "fast_rcnn/fg_cls_accuracy": 0.7717395868323815, "iteration": 263699, "loss_box_reg": 0.1751849725842476, "loss_cls": 0.13005612324923277, "loss_mask": 0.20544061064720154, "loss_rpn_cls": 0.018458348466083407, "loss_rpn_loc": 0.06618929037358612, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9153586434573829, "mask_rcnn/false_negative": 0.0775473426701584, "mask_rcnn/false_positive": 0.08607107328515495, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9766957955434918, "total_loss": 0.590254316222854}
{"data_time": 0.014921974390745163, "eta_seconds": 6267.210383601487, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2633066415449835, "fast_rcnn/fg_cls_accuracy": 0.7132110091743119, "iteration": 263719, "loss_box_reg": 0.17543981363996863, "loss_cls": 0.13191005308181047, "loss_mask": 0.20684092119336128, "loss_rpn_cls": 0.020862568402662873, "loss_rpn_loc": 0.05739440501201898, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057652315609385, "mask_rcnn/false_negative": 0.09216408888427699, "mask_rcnn/false_positive": 0.1163940987955501, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0209750453941524, "total_loss": 0.5914364159398247}
{"data_time": 0.01837714109569788, "eta_seconds": 6243.9916486945, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.24004676305289802, "fast_rcnn/fg_cls_accuracy": 0.7562068634969326, "iteration": 263739, "loss_box_reg": 0.18311700876802206, "loss_cls": 0.13159613590687513, "loss_mask": 0.20339439436793327, "loss_rpn_cls": 0.0225680370349437, "loss_rpn_loc": 0.05678508954588324, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9230687696290191, "mask_rcnn/false_negative": 0.07156618643464267, "mask_rcnn/false_positive": 0.0811948571708487, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.9712166436947882, "total_loss": 0.5878499738173559}
{"data_time": 0.013548958580940962, "eta_seconds": 6220.375766828656, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.24127906976744184, "fast_rcnn/fg_cls_accuracy": 0.7420930232558139, "iteration": 263759, "loss_box_reg": 0.1836286410689354, "loss_cls": 0.1286802920512855, "loss_mask": 0.2224458046257496, "loss_rpn_cls": 0.02336152584757656, "loss_rpn_loc": 0.05655395472422242, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9075001483151399, "mask_rcnn/false_negative": 0.09328033593868976, "mask_rcnn/false_positive": 0.09927490608356446, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.125, "rpn/num_pos_anchors": 32.875, "time": 0.9715839782729745, "total_loss": 0.6250050895032473}
{"data_time": 0.016206656116992235, "eta_seconds": 6195.940961074084, "fast_rcnn/cls_accuracy": 0.932373046875, "fast_rcnn/false_negative": 0.2555018786902845, "fast_rcnn/fg_cls_accuracy": 0.7193221523410203, "iteration": 263779, "loss_box_reg": 0.20988788083195686, "loss_cls": 0.15598075138404965, "loss_mask": 0.2278240555897355, "loss_rpn_cls": 0.023828075936762616, "loss_rpn_loc": 0.06630293827038258, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8829412345295261, "mask_rcnn/false_negative": 0.10362325549880735, "mask_rcnn/false_positive": 0.11907763703436905, "roi_head/num_bg_samples": 429.125, "roi_head/num_fg_samples": 82.875, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9774000528268516, "total_loss": 0.6831030985340476}
{"data_time": 0.01640670094639063, "eta_seconds": 6176.54888657853, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.22020818377602297, "fast_rcnn/fg_cls_accuracy": 0.7490362096919474, "iteration": 263799, "loss_box_reg": 0.18186735175549984, "loss_cls": 0.14381256327033043, "loss_mask": 0.2085112538188696, "loss_rpn_cls": 0.021422863705083728, "loss_rpn_loc": 0.06867475621402264, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.90688879486877, "mask_rcnn/false_negative": 0.07828554100554366, "mask_rcnn/false_positive": 0.10400428874407674, "roi_head/num_bg_samples": 440.875, "roi_head/num_fg_samples": 71.125, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9964618533849716, "total_loss": 0.6297426612582058}
{"data_time": 0.01587498327717185, "eta_seconds": 6157.1291178278625, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24502262443438916, "fast_rcnn/fg_cls_accuracy": 0.7160787029493239, "iteration": 263819, "loss_box_reg": 0.19456711690872908, "loss_cls": 0.13930499367415905, "loss_mask": 0.21125799603760242, "loss_rpn_cls": 0.025398521276656538, "loss_rpn_loc": 0.054347160970792174, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9022265510961149, "mask_rcnn/false_negative": 0.08316193802407423, "mask_rcnn/false_positive": 0.10862558300890515, "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": 1.0025715208612382, "total_loss": 0.6276338549796492}
{"data_time": 0.015481027774512768, "eta_seconds": 6138.921776674688, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23991228070175438, "fast_rcnn/fg_cls_accuracy": 0.7513157894736842, "iteration": 263839, "loss_box_reg": 0.18266730662435293, "loss_cls": 0.1252941144630313, "loss_mask": 0.20830939151346684, "loss_rpn_cls": 0.018446889240294695, "loss_rpn_loc": 0.04635871690697968, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.914395388837353, "mask_rcnn/false_negative": 0.0833707712365273, "mask_rcnn/false_positive": 0.09604400972774849, "roi_head/num_bg_samples": 432.125, "roi_head/num_fg_samples": 79.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0163486078381538, "total_loss": 0.5848262078943662}
{"data_time": 0.015052035916596651, "eta_seconds": 6116.7758328374475, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23190235690235692, "fast_rcnn/fg_cls_accuracy": 0.7492762981288952, "iteration": 263859, "loss_box_reg": 0.2024845127016306, "loss_cls": 0.15128188207745552, "loss_mask": 0.21002387441694736, "loss_rpn_cls": 0.028341276803985238, "loss_rpn_loc": 0.0805719681084156, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9089853341738436, "mask_rcnn/false_negative": 0.08532628696323956, "mask_rcnn/false_positive": 0.09936952803971882, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9974276539869606, "total_loss": 0.67045033571776}
{"data_time": 0.016663636080920696, "eta_seconds": 6096.85148159042, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.24615315261164872, "fast_rcnn/fg_cls_accuracy": 0.7481633472995466, "iteration": 263879, "loss_box_reg": 0.1933507053181529, "loss_cls": 0.13303244300186634, "loss_mask": 0.22116786241531372, "loss_rpn_cls": 0.02391256601549685, "loss_rpn_loc": 0.07495874119922519, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9109487080723379, "mask_rcnn/false_negative": 0.08383417864620735, "mask_rcnn/false_positive": 0.0977376216964139, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0048027955926955, "total_loss": 0.640138921502512}
{"data_time": 0.020395788364112377, "eta_seconds": 6083.143107499927, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23353247549019607, "fast_rcnn/fg_cls_accuracy": 0.7632308619650392, "iteration": 263899, "loss_box_reg": 0.20217483025044203, "loss_cls": 0.1434134878218174, "loss_mask": 0.21325771883130074, "loss_rpn_cls": 0.021146790124475956, "loss_rpn_loc": 0.05330386816058308, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081201258145473, "mask_rcnn/false_negative": 0.07826154880141986, "mask_rcnn/false_positive": 0.10352577868316593, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 1.0246273917146027, "total_loss": 0.6369265362154692}
{"data_time": 0.017521203961223364, "eta_seconds": 6060.878952294588, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.23025583982202447, "fast_rcnn/fg_cls_accuracy": 0.7498009950248756, "iteration": 263919, "loss_box_reg": 0.19588900357484818, "loss_cls": 0.1336098238825798, "loss_mask": 0.21224945411086082, "loss_rpn_cls": 0.01998236810322851, "loss_rpn_loc": 0.05523517867550254, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901372966221887, "mask_rcnn/false_negative": 0.08767196237047911, "mask_rcnn/false_positive": 0.10223424039193386, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9766769469715655, "total_loss": 0.6258251075341832}
{"data_time": 0.016595922876149416, "eta_seconds": 6041.96073400788, "fast_rcnn/cls_accuracy": 0.941650390625, "fast_rcnn/false_negative": 0.22658307210031348, "fast_rcnn/fg_cls_accuracy": 0.7655799373040753, "iteration": 263939, "loss_box_reg": 0.19265616312623024, "loss_cls": 0.14260497270151973, "loss_mask": 0.20607437752187252, "loss_rpn_cls": 0.023756874492391944, "loss_rpn_loc": 0.06785547733306885, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9114104293496716, "mask_rcnn/false_negative": 0.08222560778818039, "mask_rcnn/false_positive": 0.10784878681477132, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 1.0413072309456766, "total_loss": 0.6450079113710672}
{"data_time": 0.014033955056220293, "eta_seconds": 6017.647228427231, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.24588394062078273, "fast_rcnn/fg_cls_accuracy": 0.7299019607843137, "iteration": 263959, "loss_box_reg": 0.1896880315616727, "loss_cls": 0.15333480620756745, "loss_mask": 0.21302581764757633, "loss_rpn_cls": 0.027531970757991076, "loss_rpn_loc": 0.0704944139579311, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018834452584452, "mask_rcnn/false_negative": 0.08757395148791183, "mask_rcnn/false_positive": 0.10516459300495024, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9971314235590398, "total_loss": 0.6488442462868989}
{"data_time": 0.019437007140368223, "eta_seconds": 6001.067646844313, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.28417624521072793, "fast_rcnn/fg_cls_accuracy": 0.6945693819756789, "iteration": 263979, "loss_box_reg": 0.19615565054118633, "loss_cls": 0.1402553655207157, "loss_mask": 0.22146080806851387, "loss_rpn_cls": 0.01982265547849238, "loss_rpn_loc": 0.064025376457721, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970843192438875, "mask_rcnn/false_negative": 0.08589473544823953, "mask_rcnn/false_positive": 0.11820659642175467, "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": 1.014810036867857, "total_loss": 0.6485946400789544}
{"data_time": 0.01632294151932001, "eta_seconds": 5979.469262994826, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.22016172037393755, "fast_rcnn/fg_cls_accuracy": 0.7431003324334575, "iteration": 263999, "loss_box_reg": 0.16959179937839508, "loss_cls": 0.1280601778998971, "loss_mask": 0.20004077907651663, "loss_rpn_cls": 0.022472943528555334, "loss_rpn_loc": 0.04767031245864928, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9177060610810843, "mask_rcnn/false_negative": 0.07921728575574782, "mask_rcnn/false_positive": 0.09660697495755036, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.9925990290939808, "total_loss": 0.6207818286493421}
{"data_time": 0.014382334426045418, "eta_seconds": 5961.727208569646, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23466506885485638, "fast_rcnn/fg_cls_accuracy": 0.7185972629521016, "iteration": 264019, "loss_box_reg": 0.20789712434634566, "loss_cls": 0.15121719799935818, "loss_mask": 0.212949862703681, "loss_rpn_cls": 0.02488278946839273, "loss_rpn_loc": 0.07059605442918837, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.903467610577592, "mask_rcnn/false_negative": 0.08191549741849255, "mask_rcnn/false_positive": 0.10641544269734844, "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": 1.0124376653693616, "total_loss": 0.6876232115318999}
{"data_time": 0.016168077941983938, "eta_seconds": 5939.372314848006, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.21236345580933466, "fast_rcnn/fg_cls_accuracy": 0.7805242678681139, "iteration": 264039, "loss_box_reg": 0.1826959913596511, "loss_cls": 0.1388556770980358, "loss_mask": 0.20344322733581066, "loss_rpn_cls": 0.023034925223328173, "loss_rpn_loc": 0.06373014743439853, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9166997647625208, "mask_rcnn/false_negative": 0.07848845523365972, "mask_rcnn/false_positive": 0.07947587502400402, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9924347805790603, "total_loss": 0.6183650327147916}
{"data_time": 0.014970314223319292, "eta_seconds": 5926.23441609554, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23403547671840355, "fast_rcnn/fg_cls_accuracy": 0.7379239710365854, "iteration": 264059, "loss_box_reg": 0.2006579479202628, "loss_cls": 0.1536945765838027, "loss_mask": 0.21122649498283863, "loss_rpn_cls": 0.023048329079756513, "loss_rpn_loc": 0.06294518709182739, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9161559777994404, "mask_rcnn/false_negative": 0.07641489813502393, "mask_rcnn/false_positive": 0.09242213767010307, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 1.0308860260993242, "total_loss": 0.6577655330765992}
{"data_time": 0.020956774707883596, "eta_seconds": 5902.9078333079815, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23099582898852972, "fast_rcnn/fg_cls_accuracy": 0.7486292641000563, "iteration": 264079, "loss_box_reg": 0.18584666773676872, "loss_cls": 0.13631224632263184, "loss_mask": 0.2000940628349781, "loss_rpn_cls": 0.02268316541449167, "loss_rpn_loc": 0.06082011491525918, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.907083587149667, "mask_rcnn/false_negative": 0.07747859205673144, "mask_rcnn/false_positive": 0.1005348694679333, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9644859535619617, "total_loss": 0.6017886813497171}
{"data_time": 0.014527502004057169, "eta_seconds": 5883.757158461958, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23810357476323862, "fast_rcnn/fg_cls_accuracy": 0.7415191242059738, "iteration": 264099, "loss_box_reg": 0.19168483652174473, "loss_cls": 0.13625286519527435, "loss_mask": 0.20690889470279217, "loss_rpn_cls": 0.022630573716014624, "loss_rpn_loc": 0.08116380381397903, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9082864002283051, "mask_rcnn/false_negative": 0.08280601546277441, "mask_rcnn/false_positive": 0.10193643673832109, "roi_head/num_bg_samples": 437.875, "roi_head/num_fg_samples": 74.125, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 1.0088837947696447, "total_loss": 0.6367215745849535}
{"data_time": 0.021986131090670824, "eta_seconds": 5868.028384912759, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.21271990961513065, "fast_rcnn/fg_cls_accuracy": 0.7772468255036569, "iteration": 264119, "loss_box_reg": 0.20138246333226562, "loss_cls": 0.14540127106010914, "loss_mask": 0.21445543877780437, "loss_rpn_cls": 0.023882909561507404, "loss_rpn_loc": 0.060897703864611685, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9097133127000072, "mask_rcnn/false_negative": 0.07899718755328516, "mask_rcnn/false_positive": 0.09851175194823414, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.125, "rpn/num_pos_anchors": 28.875, "time": 1.0128767360001802, "total_loss": 0.6345400381833315}
{"data_time": 0.01579636987298727, "eta_seconds": 5849.854092020541, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.20669475655430714, "fast_rcnn/fg_cls_accuracy": 0.7822212618841833, "iteration": 264139, "loss_box_reg": 0.19205191731452942, "loss_cls": 0.13998267892748117, "loss_mask": 0.22696077078580856, "loss_rpn_cls": 0.02415174397174269, "loss_rpn_loc": 0.0669302047463134, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9064670326416271, "mask_rcnn/false_negative": 0.07568360038928178, "mask_rcnn/false_positive": 0.09575040945121868, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 1.017725223209709, "total_loss": 0.6629230193793774}
{"data_time": 0.014566113241016865, "eta_seconds": 5828.892776593566, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.2387575231611929, "fast_rcnn/fg_cls_accuracy": 0.7554268196470031, "iteration": 264159, "loss_box_reg": 0.17769897170364857, "loss_cls": 0.14287236332893372, "loss_mask": 0.21062848158180714, "loss_rpn_cls": 0.019683610065840185, "loss_rpn_loc": 0.0676372607704252, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055627280483036, "mask_rcnn/false_negative": 0.08044264016805086, "mask_rcnn/false_positive": 0.10499739223782775, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9784998199902475, "total_loss": 0.6142653407296166}
{"data_time": 0.021801579743623734, "eta_seconds": 5809.353140210733, "fast_rcnn/cls_accuracy": 0.940673828125, "fast_rcnn/false_negative": 0.2529946524064171, "fast_rcnn/fg_cls_accuracy": 0.7172816399286988, "iteration": 264179, "loss_box_reg": 0.18948356388136744, "loss_cls": 0.14999284781515598, "loss_mask": 0.21964623592793941, "loss_rpn_cls": 0.02263675257563591, "loss_rpn_loc": 0.08342359960079193, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.908270077010024, "mask_rcnn/false_negative": 0.09672528392400254, "mask_rcnn/false_positive": 0.09132179886626542, "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": 0.9812617041170597, "total_loss": 0.7056373900268227}
{"data_time": 0.014486349187791348, "eta_seconds": 5788.968853466213, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.21154234992013263, "fast_rcnn/fg_cls_accuracy": 0.7791623218630518, "iteration": 264199, "loss_box_reg": 0.21281605027616024, "loss_cls": 0.15419090446084738, "loss_mask": 0.21463938988745213, "loss_rpn_cls": 0.02485922898631543, "loss_rpn_loc": 0.07276900624856353, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9104081972125855, "mask_rcnn/false_negative": 0.08071785783502536, "mask_rcnn/false_positive": 0.1016473650929848, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 1.0010770265944302, "total_loss": 0.6932226927019656}
{"data_time": 0.013609202578663826, "eta_seconds": 5769.992602709681, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.18681657571766083, "fast_rcnn/fg_cls_accuracy": 0.8066486309231021, "iteration": 264219, "loss_box_reg": 0.18062346475198865, "loss_cls": 0.12259772140532732, "loss_mask": 0.21302615571767092, "loss_rpn_cls": 0.019510082551278174, "loss_rpn_loc": 0.053783428855240345, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111491715127482, "mask_rcnn/false_negative": 0.08491770103886392, "mask_rcnn/false_positive": 0.08420167294161338, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9950469024479389, "total_loss": 0.5924099410476629}
{"data_time": 0.017671496607363224, "eta_seconds": 5748.272703588009, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2421749813054161, "fast_rcnn/fg_cls_accuracy": 0.7232878509577538, "iteration": 264239, "loss_box_reg": 0.19056513346731663, "loss_cls": 0.1368071399629116, "loss_mask": 0.21469471231102943, "loss_rpn_cls": 0.020399873377755284, "loss_rpn_loc": 0.06196468381676823, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9080029157580372, "mask_rcnn/false_negative": 0.08010611062889615, "mask_rcnn/false_positive": 0.09886482477402704, "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": 0.9799152342602611, "total_loss": 0.5923861215342185}
{"data_time": 0.02366754785180092, "eta_seconds": 5729.499488798901, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.215479902979903, "fast_rcnn/fg_cls_accuracy": 0.7751989389920424, "iteration": 264259, "loss_box_reg": 0.19082978554069996, "loss_cls": 0.1352968462742865, "loss_mask": 0.21377859450876713, "loss_rpn_cls": 0.02344751503551379, "loss_rpn_loc": 0.06940399901941419, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909176723574045, "mask_rcnn/false_negative": 0.08398486657717667, "mask_rcnn/false_positive": 0.08236933432599092, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 1.0116129778325558, "total_loss": 0.6338975067483261}
{"data_time": 0.014484415762126446, "eta_seconds": 5709.121007211506, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.21536226268888026, "fast_rcnn/fg_cls_accuracy": 0.7455760368663594, "iteration": 264279, "loss_box_reg": 0.18893248960375786, "loss_cls": 0.13880115002393723, "loss_mask": 0.22051740810275078, "loss_rpn_cls": 0.02187549590598792, "loss_rpn_loc": 0.05852616997435689, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.91260175010175, "mask_rcnn/false_negative": 0.07799846782196865, "mask_rcnn/false_positive": 0.09298886684173029, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.011995187960565, "total_loss": 0.6218778897309676}
{"data_time": 0.016787977423518896, "eta_seconds": 5689.572663092986, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.19923664122137405, "fast_rcnn/fg_cls_accuracy": 0.775281129442666, "iteration": 264299, "loss_box_reg": 0.19804915599524975, "loss_cls": 0.1494240676984191, "loss_mask": 0.20829989574849606, "loss_rpn_cls": 0.023442557197995484, "loss_rpn_loc": 0.06576311477692798, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9189309024417124, "mask_rcnn/false_negative": 0.07085647657777673, "mask_rcnn/false_positive": 0.08181277293924538, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.875, "rpn/num_pos_anchors": 28.125, "time": 1.017375087365508, "total_loss": 0.6421095224795863}
{"data_time": 0.013804763555526733, "eta_seconds": 5671.77887070924, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2277281485373971, "fast_rcnn/fg_cls_accuracy": 0.7640350877192983, "iteration": 264319, "loss_box_reg": 0.1952729052864015, "loss_cls": 0.14002077095210552, "loss_mask": 0.21150316670536995, "loss_rpn_cls": 0.02655284316278994, "loss_rpn_loc": 0.06723782373592257, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.907709093311772, "mask_rcnn/false_negative": 0.08779775526639805, "mask_rcnn/false_positive": 0.10224953938281636, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0259568188339472, "total_loss": 0.6829703238327056}
{"data_time": 0.015895267017185688, "eta_seconds": 5650.665333047509, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.23308099308099306, "fast_rcnn/fg_cls_accuracy": 0.7576442968392121, "iteration": 264339, "loss_box_reg": 0.1861095391213894, "loss_cls": 0.1404482563957572, "loss_mask": 0.21504523418843746, "loss_rpn_cls": 0.02348288695793599, "loss_rpn_loc": 0.04704266879707575, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9124364324986354, "mask_rcnn/false_negative": 0.07956124127055134, "mask_rcnn/false_positive": 0.08515878906701022, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9956962643191218, "total_loss": 0.6031146300956607}
{"data_time": 0.02363246213644743, "eta_seconds": 5634.8659037053585, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.22000150789244616, "fast_rcnn/fg_cls_accuracy": 0.7730805068057597, "iteration": 264359, "loss_box_reg": 0.1888634618371725, "loss_cls": 0.14044829178601503, "loss_mask": 0.2122608795762062, "loss_rpn_cls": 0.020034559653140604, "loss_rpn_loc": 0.06763862492516637, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910790037809616, "mask_rcnn/false_negative": 0.08093696291372379, "mask_rcnn/false_positive": 0.09294416495629289, "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": 1.0342260752804577, "total_loss": 0.6153821676853113}
{"data_time": 0.015436377841979265, "eta_seconds": 5611.865713624284, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2578418083737233, "fast_rcnn/fg_cls_accuracy": 0.7397332397332397, "iteration": 264379, "loss_box_reg": 0.21169976331293583, "loss_cls": 0.1570849809795618, "loss_mask": 0.22544432245194912, "loss_rpn_cls": 0.02784382039681077, "loss_rpn_loc": 0.093233352759853, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9075342153700363, "mask_rcnn/false_negative": 0.08195090771858665, "mask_rcnn/false_positive": 0.09639139394261156, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9899183823727071, "total_loss": 0.7447292429278605}
{"data_time": 0.01866649789735675, "eta_seconds": 5596.0906852036715, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2181241988320752, "fast_rcnn/fg_cls_accuracy": 0.7627500955779278, "iteration": 264399, "loss_box_reg": 0.18124567717313766, "loss_cls": 0.1443514423444867, "loss_mask": 0.2044140947982669, "loss_rpn_cls": 0.023952840361744165, "loss_rpn_loc": 0.056759574625175446, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9196621786409318, "mask_rcnn/false_negative": 0.07915569652279215, "mask_rcnn/false_positive": 0.08620764979404251, "roi_head/num_bg_samples": 451.375, "roi_head/num_fg_samples": 60.625, "rpn/num_neg_anchors": 227.625, "rpn/num_pos_anchors": 28.375, "time": 1.024769193958491, "total_loss": 0.6077868809225038}
{"data_time": 0.01585199823603034, "eta_seconds": 5579.609137186781, "fast_rcnn/cls_accuracy": 0.954345703125, "fast_rcnn/false_negative": 0.2197250280583614, "fast_rcnn/fg_cls_accuracy": 0.7684333759046402, "iteration": 264419, "loss_box_reg": 0.1905799014493823, "loss_cls": 0.1412232769653201, "loss_mask": 0.21760489232838154, "loss_rpn_cls": 0.022046934813261032, "loss_rpn_loc": 0.06411398318596184, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9145167242265457, "mask_rcnn/false_negative": 0.07935508918677214, "mask_rcnn/false_positive": 0.09871145620443098, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.0189707619138062, "total_loss": 0.6442577786801849}
{"data_time": 0.017423586919903755, "eta_seconds": 5562.807659562677, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.20936960276338515, "fast_rcnn/fg_cls_accuracy": 0.7815630397236615, "iteration": 264439, "loss_box_reg": 0.19253393448889256, "loss_cls": 0.14740609098225832, "loss_mask": 0.22046609222888947, "loss_rpn_cls": 0.024948737118393183, "loss_rpn_loc": 0.06576193077489734, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9065657208795308, "mask_rcnn/false_negative": 0.0822508916073311, "mask_rcnn/false_positive": 0.1128120075375437, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 1.005921985488385, "total_loss": 0.6874661992769688}
{"data_time": 0.01393887773156166, "eta_seconds": 5538.203813843429, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2342518182512076, "fast_rcnn/fg_cls_accuracy": 0.7618583599574015, "iteration": 264459, "loss_box_reg": 0.1924287686124444, "loss_cls": 0.13546970672905445, "loss_mask": 0.21302515640854836, "loss_rpn_cls": 0.020847963693086058, "loss_rpn_loc": 0.05165292741730809, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100752131731082, "mask_rcnn/false_negative": 0.07903959974473561, "mask_rcnn/false_positive": 0.10266528234470645, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9615317666903138, "total_loss": 0.598993466119282}
{"data_time": 0.015731265768408775, "eta_seconds": 5522.787460573018, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.25634004960566287, "fast_rcnn/fg_cls_accuracy": 0.7233296734023037, "iteration": 264479, "loss_box_reg": 0.19357443042099476, "loss_cls": 0.1389755979180336, "loss_mask": 0.20650009997189045, "loss_rpn_cls": 0.021806253818795085, "loss_rpn_loc": 0.055905390181578696, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9022876245733119, "mask_rcnn/false_negative": 0.09568564802845202, "mask_rcnn/false_positive": 0.10259548929407868, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 1.0136349904350936, "total_loss": 0.6437073635752313}
{"data_time": 0.016106118448078632, "eta_seconds": 5505.923646269366, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.22772058823529412, "fast_rcnn/fg_cls_accuracy": 0.7616463414634147, "iteration": 264499, "loss_box_reg": 0.18501670006662607, "loss_cls": 0.13450508983805776, "loss_mask": 0.21952375583350658, "loss_rpn_cls": 0.024425476090982556, "loss_rpn_loc": 0.06002907414222136, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9023993698559671, "mask_rcnn/false_negative": 0.07980998386909041, "mask_rcnn/false_positive": 0.1024060714880275, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0044270996004343, "total_loss": 0.6060807163594291}
{"data_time": 0.013548593502491713, "eta_seconds": 5482.767261583358, "fast_rcnn/cls_accuracy": 0.953857421875, "fast_rcnn/false_negative": 0.19746675851670847, "fast_rcnn/fg_cls_accuracy": 0.8025332414832915, "iteration": 264519, "loss_box_reg": 0.1803830466233194, "loss_cls": 0.13657786138355732, "loss_mask": 0.20347412303090096, "loss_rpn_cls": 0.019710851862328127, "loss_rpn_loc": 0.07115369010716677, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9172492951961636, "mask_rcnn/false_negative": 0.0768402707479865, "mask_rcnn/false_positive": 0.08862306835219247, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9816617597825825, "total_loss": 0.611373336694669}
{"data_time": 0.014668806921690702, "eta_seconds": 5460.920215956867, "fast_rcnn/cls_accuracy": 0.939697265625, "fast_rcnn/false_negative": 0.23656644546761832, "fast_rcnn/fg_cls_accuracy": 0.7232350982350982, "iteration": 264539, "loss_box_reg": 0.18008650839328766, "loss_cls": 0.13322331523522735, "loss_mask": 0.21216719970107079, "loss_rpn_cls": 0.0198769360940787, "loss_rpn_loc": 0.057015415513888, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9105238053289093, "mask_rcnn/false_negative": 0.08120909509937849, "mask_rcnn/false_positive": 0.10608899764220585, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9930384200997651, "total_loss": 0.5827208588598296}
{"data_time": 0.013818477280437946, "eta_seconds": 5439.223716855049, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.24508904479222882, "fast_rcnn/fg_cls_accuracy": 0.7319242455529662, "iteration": 264559, "loss_box_reg": 0.20550029072910547, "loss_cls": 0.14358753990381956, "loss_mask": 0.21645996533334255, "loss_rpn_cls": 0.02907550794770941, "loss_rpn_loc": 0.07436903659254313, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9149891429281458, "mask_rcnn/false_negative": 0.07797343416733421, "mask_rcnn/false_positive": 0.10080222045900067, "roi_head/num_bg_samples": 447.375, "roi_head/num_fg_samples": 64.625, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.019766192883253, "total_loss": 0.6787106867413968}
{"data_time": 0.016167611815035343, "eta_seconds": 5420.548987714574, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.22866046695686584, "fast_rcnn/fg_cls_accuracy": 0.7456794751640112, "iteration": 264579, "loss_box_reg": 0.19111699983477592, "loss_cls": 0.15082349441945553, "loss_mask": 0.21776014380156994, "loss_rpn_cls": 0.024951270897872746, "loss_rpn_loc": 0.07337944349274039, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.896362723410102, "mask_rcnn/false_negative": 0.0908083298340153, "mask_rcnn/false_positive": 0.11239618599704225, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.0302998940460384, "total_loss": 0.659191076469142}
{"data_time": 0.019525019451975822, "eta_seconds": 5407.353427726775, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2902912445073901, "fast_rcnn/fg_cls_accuracy": 0.6897805165131898, "iteration": 264599, "loss_box_reg": 0.19785825908184052, "loss_cls": 0.1392321321181953, "loss_mask": 0.21954187378287315, "loss_rpn_cls": 0.02637003338895738, "loss_rpn_loc": 0.07053085730876774, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8975794622511637, "mask_rcnn/false_negative": 0.09152769043549225, "mask_rcnn/false_positive": 0.10417152098367954, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.0114911021664739, "total_loss": 0.6670010217931122}
{"data_time": 0.01714773988351226, "eta_seconds": 5388.740009954199, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.22693303736588977, "fast_rcnn/fg_cls_accuracy": 0.7384541289180464, "iteration": 264619, "loss_box_reg": 0.1990717016160488, "loss_cls": 0.13509082794189453, "loss_mask": 0.21225187554955482, "loss_rpn_cls": 0.02390149887651205, "loss_rpn_loc": 0.07387790898792446, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9052973434255835, "mask_rcnn/false_negative": 0.08850834128890601, "mask_rcnn/false_positive": 0.1043326531481151, "roi_head/num_bg_samples": 434.125, "roi_head/num_fg_samples": 77.875, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0082410504110157, "total_loss": 0.6330364714958705}
{"data_time": 0.01602295832708478, "eta_seconds": 5368.337345682085, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2386588632657815, "fast_rcnn/fg_cls_accuracy": 0.7393660035581433, "iteration": 264639, "loss_box_reg": 0.17675391118973494, "loss_cls": 0.13754385616630316, "loss_mask": 0.1950373835861683, "loss_rpn_cls": 0.022682366077788174, "loss_rpn_loc": 0.05627916194498539, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9012460291852484, "mask_rcnn/false_negative": 0.08617105779122515, "mask_rcnn/false_positive": 0.09867615719981764, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9770415052771568, "total_loss": 0.5901519558101427}
{"data_time": 0.021381917409598827, "eta_seconds": 5349.920925227925, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2462616489159376, "fast_rcnn/fg_cls_accuracy": 0.7276172824434259, "iteration": 264659, "loss_box_reg": 0.20217609871178865, "loss_cls": 0.14126050099730492, "loss_mask": 0.21530801430344582, "loss_rpn_cls": 0.022533880663104355, "loss_rpn_loc": 0.07407178590074182, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8982362748755561, "mask_rcnn/false_negative": 0.09264679683585217, "mask_rcnn/false_positive": 0.1149127004520899, "roi_head/num_bg_samples": 441.875, "roi_head/num_fg_samples": 70.125, "rpn/num_neg_anchors": 214.375, "rpn/num_pos_anchors": 41.625, "time": 1.0134323947131634, "total_loss": 0.6718305258546025}
{"data_time": 0.015515659935772419, "eta_seconds": 5329.8837682046, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.22139589485404462, "fast_rcnn/fg_cls_accuracy": 0.7731095996514499, "iteration": 264679, "loss_box_reg": 0.2038025539368391, "loss_cls": 0.14750636834651232, "loss_mask": 0.218710757791996, "loss_rpn_cls": 0.022757103928597644, "loss_rpn_loc": 0.06666930438950658, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9018638401779803, "mask_rcnn/false_negative": 0.0864575242409027, "mask_rcnn/false_positive": 0.10109915421620655, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.125, "rpn/num_pos_anchors": 27.875, "time": 0.9915099618956447, "total_loss": 0.6639550115214661}
{"data_time": 0.017520931083709, "eta_seconds": 5312.813834147528, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.20996028194226896, "fast_rcnn/fg_cls_accuracy": 0.7691279090361659, "iteration": 264699, "loss_box_reg": 0.19377484265714884, "loss_cls": 0.1426553651690483, "loss_mask": 0.2187635377049446, "loss_rpn_cls": 0.022711746161803603, "loss_rpn_loc": 0.07462414726614952, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054913445700283, "mask_rcnn/false_negative": 0.09454489440145981, "mask_rcnn/false_positive": 0.10535734707026277, "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": 1.0057071866467595, "total_loss": 0.6347558792913333}
{"data_time": 0.023814494255930185, "eta_seconds": 5291.277192234993, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21297107800175286, "fast_rcnn/fg_cls_accuracy": 0.7496721868777622, "iteration": 264719, "loss_box_reg": 0.19404919166117907, "loss_cls": 0.1465504951775074, "loss_mask": 0.21434305980801582, "loss_rpn_cls": 0.023721619858406484, "loss_rpn_loc": 0.058851964422501624, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9070046750030183, "mask_rcnn/false_negative": 0.08631382639161908, "mask_rcnn/false_positive": 0.08953513211788941, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0172780589200556, "total_loss": 0.6491032426711172}
{"data_time": 0.020841496996581554, "eta_seconds": 5276.777766663581, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.20571046600458365, "fast_rcnn/fg_cls_accuracy": 0.7732286096256684, "iteration": 264739, "loss_box_reg": 0.18884122371673584, "loss_cls": 0.15229265810921788, "loss_mask": 0.21234907768666744, "loss_rpn_cls": 0.027524704579263926, "loss_rpn_loc": 0.06814319361001253, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9090291125315375, "mask_rcnn/false_negative": 0.08195990367059408, "mask_rcnn/false_positive": 0.1047616825575172, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0355961308814585, "total_loss": 0.6647275452269241}
{"data_time": 0.015768909826874733, "eta_seconds": 5261.030487157404, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23565129755605946, "fast_rcnn/fg_cls_accuracy": 0.7504713423831071, "iteration": 264759, "loss_box_reg": 0.1930300248786807, "loss_cls": 0.13823682628571987, "loss_mask": 0.21031221188604832, "loss_rpn_cls": 0.02271095896139741, "loss_rpn_loc": 0.0703803714714013, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9211082746237007, "mask_rcnn/false_negative": 0.06816770404514103, "mask_rcnn/false_positive": 0.0807934497888249, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 1.0016765054315329, "total_loss": 0.6166417613858357}
{"data_time": 0.023892998695373535, "eta_seconds": 5245.447276895866, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1966972843144026, "fast_rcnn/fg_cls_accuracy": 0.7716913077637312, "iteration": 264779, "loss_box_reg": 0.20319021679461002, "loss_cls": 0.146282481495291, "loss_mask": 0.2144694086164236, "loss_rpn_cls": 0.025677326368167996, "loss_rpn_loc": 0.07655315357260406, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9112770386923725, "mask_rcnn/false_negative": 0.07745763020915672, "mask_rcnn/false_positive": 0.10152230522317268, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 1.0105673992075026, "total_loss": 0.6722028871590737}
{"data_time": 0.021343070548027754, "eta_seconds": 5225.349777750671, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.2017063492063492, "fast_rcnn/fg_cls_accuracy": 0.7470605969249322, "iteration": 264799, "loss_box_reg": 0.179721899330616, "loss_cls": 0.1314796106889844, "loss_mask": 0.20333666913211346, "loss_rpn_cls": 0.025286950985901058, "loss_rpn_loc": 0.07354937167838216, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9097899358640088, "mask_rcnn/false_negative": 0.08049816705847479, "mask_rcnn/false_positive": 0.10461599807012698, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9991975398734212, "total_loss": 0.612959323101677}
{"data_time": 0.013978505041450262, "eta_seconds": 5206.94641080685, "fast_rcnn/cls_accuracy": 0.945068359375, "fast_rcnn/false_negative": 0.2479783973142607, "fast_rcnn/fg_cls_accuracy": 0.7104244577412118, "iteration": 264819, "loss_box_reg": 0.18915648106485605, "loss_cls": 0.13994757924228907, "loss_mask": 0.20676821656525135, "loss_rpn_cls": 0.020375139429233968, "loss_rpn_loc": 0.0823668654775247, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9190610314561651, "mask_rcnn/false_negative": 0.07568604012314038, "mask_rcnn/false_positive": 0.09228261300532803, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0230184909887612, "total_loss": 0.6488676320295781}
{"data_time": 0.015702463686466217, "eta_seconds": 5185.837108455598, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2663342092689919, "fast_rcnn/fg_cls_accuracy": 0.7121653878942882, "iteration": 264839, "loss_box_reg": 0.1822417564690113, "loss_cls": 0.1429373398423195, "loss_mask": 0.21891645155847073, "loss_rpn_cls": 0.02328710164874792, "loss_rpn_loc": 0.0542652866570279, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9076010250879589, "mask_rcnn/false_negative": 0.07849819263291524, "mask_rcnn/false_positive": 0.09808536734507861, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0001459592022002, "total_loss": 0.6703082815511152}
{"data_time": 0.0179026173427701, "eta_seconds": 5168.304803716019, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2424992499249925, "fast_rcnn/fg_cls_accuracy": 0.746621957277695, "iteration": 264859, "loss_box_reg": 0.18834043014794588, "loss_cls": 0.13485270692035556, "loss_mask": 0.2146060522645712, "loss_rpn_cls": 0.023983835300896317, "loss_rpn_loc": 0.06872865883633494, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9031976151893435, "mask_rcnn/false_negative": 0.08068493429912307, "mask_rcnn/false_positive": 0.11249501052804398, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 222.375, "rpn/num_pos_anchors": 33.625, "time": 1.0220166244544089, "total_loss": 0.5999668073491193}
{"data_time": 0.014433346688747406, "eta_seconds": 5147.756440639496, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.24101047904191616, "fast_rcnn/fg_cls_accuracy": 0.7560478417127179, "iteration": 264879, "loss_box_reg": 0.18930288590490818, "loss_cls": 0.12752676755189896, "loss_mask": 0.2105016428977251, "loss_rpn_cls": 0.017469864047598094, "loss_rpn_loc": 0.04251448158174753, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9063862940968368, "mask_rcnn/false_negative": 0.07632459041793316, "mask_rcnn/false_positive": 0.1009165876446394, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 227.375, "rpn/num_pos_anchors": 28.625, "time": 0.9993636561557651, "total_loss": 0.6077088579768315}
{"data_time": 0.018238553311675787, "eta_seconds": 5124.8622820246965, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.20810276679841896, "fast_rcnn/fg_cls_accuracy": 0.7728443972042387, "iteration": 264899, "loss_box_reg": 0.17489573918282986, "loss_cls": 0.1254872353747487, "loss_mask": 0.19950350560247898, "loss_rpn_cls": 0.021846574149094522, "loss_rpn_loc": 0.052801950951106846, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.914728582092416, "mask_rcnn/false_negative": 0.08129477839143251, "mask_rcnn/false_positive": 0.09545545978170661, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.9908634275197983, "total_loss": 0.5626036468020175}
{"data_time": 0.01951737329363823, "eta_seconds": 5105.436533130705, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.19316075211864409, "fast_rcnn/fg_cls_accuracy": 0.7922956391242938, "iteration": 264919, "loss_box_reg": 0.18467308953404427, "loss_cls": 0.1289000939577818, "loss_mask": 0.20156078599393368, "loss_rpn_cls": 0.02221735962666571, "loss_rpn_loc": 0.06092656194232404, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9139657467033843, "mask_rcnn/false_negative": 0.07827938601816595, "mask_rcnn/false_positive": 0.10134054241091281, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9930077609606087, "total_loss": 0.5977648614207283}
{"data_time": 0.01824211422353983, "eta_seconds": 5084.667283734307, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.22884646939780123, "fast_rcnn/fg_cls_accuracy": 0.7433930571108622, "iteration": 264939, "loss_box_reg": 0.2027912987396121, "loss_cls": 0.1522288452833891, "loss_mask": 0.2300566080957651, "loss_rpn_cls": 0.024462145433062688, "loss_rpn_loc": 0.0642469187732786, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9021928486949997, "mask_rcnn/false_negative": 0.08225365898140759, "mask_rcnn/false_positive": 0.1136805316735756, "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": 1.015174996573478, "total_loss": 0.6820758015965112}
{"data_time": 0.013730295468121767, "eta_seconds": 5064.569784589112, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24689164349342507, "fast_rcnn/fg_cls_accuracy": 0.7166633196104026, "iteration": 264959, "loss_box_reg": 0.2119348905980587, "loss_cls": 0.1525022559799254, "loss_mask": 0.2177265528589487, "loss_rpn_cls": 0.02591311911237426, "loss_rpn_loc": 0.06098593934439123, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9079586723242579, "mask_rcnn/false_negative": 0.08181693211626376, "mask_rcnn/false_positive": 0.10186922690395209, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9680025679990649, "total_loss": 0.6811455551360268}
{"data_time": 0.018392060417681932, "eta_seconds": 5038.081247312948, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.243294625423903, "fast_rcnn/fg_cls_accuracy": 0.7496138158465677, "iteration": 264979, "loss_box_reg": 0.19092037621885538, "loss_cls": 0.15318427979946136, "loss_mask": 0.2217052709311247, "loss_rpn_cls": 0.021320156753063202, "loss_rpn_loc": 0.06336531043052673, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9065701824805096, "mask_rcnn/false_negative": 0.08666233026377086, "mask_rcnn/false_positive": 0.10211278994771184, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0033971201628447, "total_loss": 0.6581539472099394}
{"data_time": 0.01733878767117858, "eta_seconds": 5025.688151363283, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.21453373015873017, "fast_rcnn/fg_cls_accuracy": 0.7507214289268123, "iteration": 264999, "loss_box_reg": 0.18719676416367292, "loss_cls": 0.13742118515074253, "loss_mask": 0.2013263702392578, "loss_rpn_cls": 0.021577316118055023, "loss_rpn_loc": 0.06571713089942932, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9155881828452703, "mask_rcnn/false_negative": 0.08595066834537968, "mask_rcnn/false_positive": 0.083804307423458, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 1.0120650469325483, "total_loss": 0.61933249887079}
{"data_time": 0.015874676406383514, "eta_seconds": 4998.994286684319, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.24540991288419348, "fast_rcnn/fg_cls_accuracy": 0.7375537206045681, "iteration": 265019, "loss_box_reg": 0.1901452075690031, "loss_cls": 0.14577854936942458, "loss_mask": 0.21485032700002193, "loss_rpn_cls": 0.02312069444451481, "loss_rpn_loc": 0.06657317443750799, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9117098441793288, "mask_rcnn/false_negative": 0.0873637363425384, "mask_rcnn/false_positive": 0.08428833697008208, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.979004377964884, "total_loss": 0.647790378308855}
{"data_time": 0.016920609399676323, "eta_seconds": 4985.80196864903, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22096582355338562, "fast_rcnn/fg_cls_accuracy": 0.7416319570204033, "iteration": 265039, "loss_box_reg": 0.20756056625396013, "loss_cls": 0.1485913093201816, "loss_mask": 0.2202765103429556, "loss_rpn_cls": 0.022678493231069297, "loss_rpn_loc": 0.08060393400955945, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9076245943862089, "mask_rcnn/false_negative": 0.08026417744117113, "mask_rcnn/false_positive": 0.09502966410335416, "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": 1.0307309422641993, "total_loss": 0.6873791195102967}
{"data_time": 0.016402019653469324, "eta_seconds": 4961.873405389488, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.1998896759958193, "fast_rcnn/fg_cls_accuracy": 0.7765950229314229, "iteration": 265059, "loss_box_reg": 0.18293295428156853, "loss_cls": 0.13469981867820024, "loss_mask": 0.21442343667149544, "loss_rpn_cls": 0.024876598152332008, "loss_rpn_loc": 0.06311118334997445, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062616236757779, "mask_rcnn/false_negative": 0.08694182656504565, "mask_rcnn/false_positive": 0.09951211830100197, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 0.9938463782891631, "total_loss": 0.5982081339461729}
{"data_time": 0.019997685216367245, "eta_seconds": 4945.593888256699, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.24246404002501565, "fast_rcnn/fg_cls_accuracy": 0.7415687760515347, "iteration": 265079, "loss_box_reg": 0.19348249211907387, "loss_cls": 0.14519772119820118, "loss_mask": 0.2243137452751398, "loss_rpn_cls": 0.024000821038498543, "loss_rpn_loc": 0.07427159289363772, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9129242664342306, "mask_rcnn/false_negative": 0.07671257095601083, "mask_rcnn/false_positive": 0.10308708746629933, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 1.0132058560848236, "total_loss": 0.6592986105242744}
{"data_time": 0.015427508391439915, "eta_seconds": 4925.174388336018, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21772623785606285, "fast_rcnn/fg_cls_accuracy": 0.7793235892177479, "iteration": 265099, "loss_box_reg": 0.18283521384000778, "loss_cls": 0.13392980163916945, "loss_mask": 0.2117126416414976, "loss_rpn_cls": 0.025509624741971493, "loss_rpn_loc": 0.07858243538066745, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9147867717456931, "mask_rcnn/false_negative": 0.08066646240671765, "mask_rcnn/false_positive": 0.09343221226876877, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0121339880861342, "total_loss": 0.6297751781530678}
{"data_time": 0.02118132309988141, "eta_seconds": 4904.571647234261, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2163492633848365, "fast_rcnn/fg_cls_accuracy": 0.7555744762883948, "iteration": 265119, "loss_box_reg": 0.19541006721556187, "loss_cls": 0.14161902479827404, "loss_mask": 0.218568311072886, "loss_rpn_cls": 0.023791038780473173, "loss_rpn_loc": 0.06639446766348556, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9130187984886113, "mask_rcnn/false_negative": 0.08330219159678483, "mask_rcnn/false_positive": 0.0937125157853666, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 1.0153429973870516, "total_loss": 0.6609493378200568}
{"data_time": 0.015648952685296535, "eta_seconds": 4879.846628168598, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.27194871917606045, "fast_rcnn/fg_cls_accuracy": 0.706359139400441, "iteration": 265139, "loss_box_reg": 0.19364752061665058, "loss_cls": 0.14553874684497714, "loss_mask": 0.20929053146392107, "loss_rpn_cls": 0.026422702707350254, "loss_rpn_loc": 0.06039807992056012, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8928332159635508, "mask_rcnn/false_negative": 0.08555133764575373, "mask_rcnn/false_positive": 0.11676389105886172, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9991780971176922, "total_loss": 0.6231277949409559}
{"data_time": 0.013675520662218332, "eta_seconds": 4864.047085847706, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.23061804679227765, "fast_rcnn/fg_cls_accuracy": 0.7399300648179736, "iteration": 265159, "loss_box_reg": 0.21230790950357914, "loss_cls": 0.1506559420377016, "loss_mask": 0.22902101650834084, "loss_rpn_cls": 0.029048837022855878, "loss_rpn_loc": 0.07398533658124506, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9143031555687968, "mask_rcnn/false_negative": 0.08324732337112606, "mask_rcnn/false_positive": 0.09874237688021709, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9832995841279626, "total_loss": 0.6994292759336531}
{"data_time": 0.016074161510914564, "eta_seconds": 4843.947717724368, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22319273972991643, "fast_rcnn/fg_cls_accuracy": 0.7528412205371826, "iteration": 265179, "loss_box_reg": 0.20470348186790943, "loss_cls": 0.1443180595524609, "loss_mask": 0.21856797859072685, "loss_rpn_cls": 0.024237243342213333, "loss_rpn_loc": 0.06887125200591981, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092849516576922, "mask_rcnn/false_negative": 0.08619378785442566, "mask_rcnn/false_positive": 0.0993956281379485, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.9834054769016802, "total_loss": 0.6888520495849662}
{"data_time": 0.01749201165512204, "eta_seconds": 4821.7478916049, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.21896595528455284, "fast_rcnn/fg_cls_accuracy": 0.7713514813132798, "iteration": 265199, "loss_box_reg": 0.17411186639219522, "loss_cls": 0.12306140130385756, "loss_mask": 0.20685825124382973, "loss_rpn_cls": 0.023149279062636197, "loss_rpn_loc": 0.06484392425045371, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9106407029914698, "mask_rcnn/false_negative": 0.08466753738713054, "mask_rcnn/false_positive": 0.09735059678900987, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.9822527053765953, "total_loss": 0.600171267753467}
{"data_time": 0.028801556676626205, "eta_seconds": 4804.561258237809, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23541864514086736, "fast_rcnn/fg_cls_accuracy": 0.7482462584446077, "iteration": 265219, "loss_box_reg": 0.17681715078651905, "loss_cls": 0.13796289917081594, "loss_mask": 0.2171168439090252, "loss_rpn_cls": 0.02414774289354682, "loss_rpn_loc": 0.047667494451161474, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9091047665641598, "mask_rcnn/false_negative": 0.08055114438307867, "mask_rcnn/false_positive": 0.09272449744521503, "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": 1.0201258044689894, "total_loss": 0.6116842585033737}
{"data_time": 0.015613797586411238, "eta_seconds": 4787.874308992177, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24641280353200884, "fast_rcnn/fg_cls_accuracy": 0.7464553498454213, "iteration": 265239, "loss_box_reg": 0.1802649311721325, "loss_cls": 0.1386843454092741, "loss_mask": 0.2122710756957531, "loss_rpn_cls": 0.022913368826266378, "loss_rpn_loc": 0.0550160565180704, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049203423411718, "mask_rcnn/false_negative": 0.09194164619766976, "mask_rcnn/false_positive": 0.0953074519989475, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0174734839238226, "total_loss": 0.5900447818421526}
{"data_time": 0.01951706036925316, "eta_seconds": 4765.104615082964, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23762577447335811, "fast_rcnn/fg_cls_accuracy": 0.759182156133829, "iteration": 265259, "loss_box_reg": 0.19291989877820015, "loss_cls": 0.13612591149285436, "loss_mask": 0.20188509114086628, "loss_rpn_cls": 0.024509476264938712, "loss_rpn_loc": 0.06944765686057508, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9150544371139122, "mask_rcnn/false_negative": 0.07524964620442728, "mask_rcnn/false_positive": 0.09293246549375957, "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": 1.0020107286982238, "total_loss": 0.615457316103857}
{"data_time": 0.022060722578316927, "eta_seconds": 4745.92720028013, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.25497181334168495, "fast_rcnn/fg_cls_accuracy": 0.7216932245109471, "iteration": 265279, "loss_box_reg": 0.19313461799174547, "loss_cls": 0.14401917438954115, "loss_mask": 0.2139954250305891, "loss_rpn_cls": 0.022174758021719754, "loss_rpn_loc": 0.05631320597603917, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9073991710434446, "mask_rcnn/false_negative": 0.08117807880815994, "mask_rcnn/false_positive": 0.09334518943340889, "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": 1.0099379550665617, "total_loss": 0.640413032611832}
{"data_time": 0.018901073839515448, "eta_seconds": 4726.683391164988, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.24343309634296906, "fast_rcnn/fg_cls_accuracy": 0.7338595923649305, "iteration": 265299, "loss_box_reg": 0.19923947751522064, "loss_cls": 0.14588070753961802, "loss_mask": 0.21876715496182442, "loss_rpn_cls": 0.02194879238959402, "loss_rpn_loc": 0.0771687418455258, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9132391219643314, "mask_rcnn/false_negative": 0.08525787733707095, "mask_rcnn/false_positive": 0.08500919974319877, "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": 1.0196288023144007, "total_loss": 0.6382119774934836}
{"data_time": 0.013796214014291763, "eta_seconds": 4701.204194314778, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2501883664858348, "fast_rcnn/fg_cls_accuracy": 0.7301959815546772, "iteration": 265319, "loss_box_reg": 0.19071408733725548, "loss_cls": 0.1454148879274726, "loss_mask": 0.21297881565988064, "loss_rpn_cls": 0.023615627898834646, "loss_rpn_loc": 0.0723677147179842, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9015919374301529, "mask_rcnn/false_negative": 0.08484523786133984, "mask_rcnn/false_positive": 0.10948714031752182, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9835002520121634, "total_loss": 0.6389911984442733}
{"data_time": 0.014297346584498882, "eta_seconds": 4681.113578099757, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21826441190469525, "fast_rcnn/fg_cls_accuracy": 0.7603281133482476, "iteration": 265339, "loss_box_reg": 0.18998291809111834, "loss_cls": 0.1403605854138732, "loss_mask": 0.21402006782591343, "loss_rpn_cls": 0.021900402440223843, "loss_rpn_loc": 0.07764793874230236, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9120345206825223, "mask_rcnn/false_negative": 0.07677441958467705, "mask_rcnn/false_positive": 0.09829357593799361, "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": 0.9941909671761096, "total_loss": 0.6556525175692514}
{"data_time": 0.012926119845360518, "eta_seconds": 4657.849158272147, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23102766798418972, "fast_rcnn/fg_cls_accuracy": 0.7366406990209495, "iteration": 265359, "loss_box_reg": 0.1949509410187602, "loss_cls": 0.15363191021606326, "loss_mask": 0.21936125122010708, "loss_rpn_cls": 0.024689327576197684, "loss_rpn_loc": 0.06475493870675564, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083650619795198, "mask_rcnn/false_negative": 0.0884772976206839, "mask_rcnn/false_positive": 0.09591109319114051, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0129129993729293, "total_loss": 0.6445562989101745}
{"data_time": 0.01733868196606636, "eta_seconds": 4643.559935549274, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.24291177970423256, "fast_rcnn/fg_cls_accuracy": 0.7408938588183871, "iteration": 265379, "loss_box_reg": 0.19969815853983164, "loss_cls": 0.15542655810713768, "loss_mask": 0.21909049339592457, "loss_rpn_cls": 0.027552319457754493, "loss_rpn_loc": 0.07373499742243439, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9042511086435605, "mask_rcnn/false_negative": 0.08410620434066268, "mask_rcnn/false_positive": 0.11174487045939238, "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": 1.007120466325432, "total_loss": 0.675608967372682}
{"data_time": 0.014016381930559874, "eta_seconds": 4623.45794448629, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2204515714063921, "fast_rcnn/fg_cls_accuracy": 0.7631800740790029, "iteration": 265399, "loss_box_reg": 0.19865401182323694, "loss_cls": 0.1485376786440611, "loss_mask": 0.2175046382471919, "loss_rpn_cls": 0.024734380771405995, "loss_rpn_loc": 0.06758525501936674, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8939806951825698, "mask_rcnn/false_negative": 0.10301279410650753, "mask_rcnn/false_positive": 0.11348428963932986, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 1.0175673766061664, "total_loss": 0.6571789066074416}
{"data_time": 0.017005582340061665, "eta_seconds": 4597.618350191042, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2671086215461569, "fast_rcnn/fg_cls_accuracy": 0.7143064759911638, "iteration": 265419, "loss_box_reg": 0.20154746621847153, "loss_cls": 0.14609706914052367, "loss_mask": 0.2166993785649538, "loss_rpn_cls": 0.02408949559321627, "loss_rpn_loc": 0.07519838539883494, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8987428065718002, "mask_rcnn/false_negative": 0.10212660373741075, "mask_rcnn/false_positive": 0.109788900250149, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9884931915439665, "total_loss": 0.6707483820791822}
{"data_time": 0.01500009186565876, "eta_seconds": 4571.717214658856, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.19882847038019452, "fast_rcnn/fg_cls_accuracy": 0.7859748010610079, "iteration": 265439, "loss_box_reg": 0.19271504227072, "loss_cls": 0.14492350234650075, "loss_mask": 0.20898180082440376, "loss_rpn_cls": 0.02200400391302537, "loss_rpn_loc": 0.06800709012895823, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9169868510928962, "mask_rcnn/false_negative": 0.08014460438713109, "mask_rcnn/false_positive": 0.08498898590595144, "roi_head/num_bg_samples": 432.375, "roi_head/num_fg_samples": 79.625, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9966085562482476, "total_loss": 0.6390730106504634}
{"data_time": 0.01328045129776001, "eta_seconds": 4555.243939300999, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2542754191404354, "fast_rcnn/fg_cls_accuracy": 0.7402854740440548, "iteration": 265459, "loss_box_reg": 0.18596510775387287, "loss_cls": 0.13575941557064652, "loss_mask": 0.22199989669024944, "loss_rpn_cls": 0.022295269242022187, "loss_rpn_loc": 0.064879086217843, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.908486182238927, "mask_rcnn/false_negative": 0.08937666097401595, "mask_rcnn/false_positive": 0.09441162938361386, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.9993751184083521, "total_loss": 0.6163121224672068}
{"data_time": 0.013997488655149937, "eta_seconds": 4533.755019344389, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.22813235294117648, "fast_rcnn/fg_cls_accuracy": 0.7534756097560975, "iteration": 265479, "loss_box_reg": 0.19830187503248453, "loss_cls": 0.14401864632964134, "loss_mask": 0.21614542789757252, "loss_rpn_cls": 0.024013092974200845, "loss_rpn_loc": 0.057878791354596615, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9085286694749074, "mask_rcnn/false_negative": 0.07694463042268657, "mask_rcnn/false_positive": 0.09402341885063817, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9966299626976252, "total_loss": 0.6447868893155828}
{"data_time": 0.014118989929556847, "eta_seconds": 4513.298333622515, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.22329947676208062, "fast_rcnn/fg_cls_accuracy": 0.7383457608395472, "iteration": 265499, "loss_box_reg": 0.19901871588081121, "loss_cls": 0.1468812245875597, "loss_mask": 0.21337145194411278, "loss_rpn_cls": 0.0264611782040447, "loss_rpn_loc": 0.06836540508083999, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9173296388224143, "mask_rcnn/false_negative": 0.07767581493884188, "mask_rcnn/false_positive": 0.0965176307169866, "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": 0.9982143566012383, "total_loss": 0.6710485419025645}
{"data_time": 0.020456820260733366, "eta_seconds": 4493.633293509483, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2319623971797885, "fast_rcnn/fg_cls_accuracy": 0.7531116794543904, "iteration": 265519, "loss_box_reg": 0.18353515956550837, "loss_cls": 0.13294035755097866, "loss_mask": 0.2166367620229721, "loss_rpn_cls": 0.02349286584649235, "loss_rpn_loc": 0.06283896113745868, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9060652843454455, "mask_rcnn/false_negative": 0.09225593772478935, "mask_rcnn/false_positive": 0.09971554369785718, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9944221959449351, "total_loss": 0.6414403306262102}
{"data_time": 0.014669216703623533, "eta_seconds": 4475.788867054507, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2385000930628307, "fast_rcnn/fg_cls_accuracy": 0.7291613990729036, "iteration": 265539, "loss_box_reg": 0.182077725417912, "loss_cls": 0.1413821503520012, "loss_mask": 0.20731014758348465, "loss_rpn_cls": 0.022986667696386576, "loss_rpn_loc": 0.06875844532623887, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9061991528554815, "mask_rcnn/false_negative": 0.0867864118239858, "mask_rcnn/false_positive": 0.10669433717833889, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 1.0353303761221468, "total_loss": 0.6024350684601814}
{"data_time": 0.016872693318873644, "eta_seconds": 4453.121022507548, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24864207221350076, "fast_rcnn/fg_cls_accuracy": 0.7474795307344495, "iteration": 265559, "loss_box_reg": 0.1806180076673627, "loss_cls": 0.13096522027626634, "loss_mask": 0.2170441932976246, "loss_rpn_cls": 0.019972600450273603, "loss_rpn_loc": 0.0593508358579129, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9175302174441204, "mask_rcnn/false_negative": 0.07544279072883185, "mask_rcnn/false_positive": 0.0851731827714, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9673042637296021, "total_loss": 0.6438456288306043}
{"data_time": 0.01914047496393323, "eta_seconds": 4429.273263541982, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2351194268296269, "fast_rcnn/fg_cls_accuracy": 0.7419517347850817, "iteration": 265579, "loss_box_reg": 0.20687666535377502, "loss_cls": 0.15095351729542017, "loss_mask": 0.21981077082455158, "loss_rpn_cls": 0.02552062418544665, "loss_rpn_loc": 0.07816198095679283, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8966880294686417, "mask_rcnn/false_negative": 0.08751159302694567, "mask_rcnn/false_positive": 0.11287777259959453, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9992330661043525, "total_loss": 0.6875686557032168}
{"data_time": 0.01722244080156088, "eta_seconds": 4408.947647921741, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.20653705269089884, "fast_rcnn/fg_cls_accuracy": 0.7589445311391687, "iteration": 265599, "loss_box_reg": 0.19539233297109604, "loss_cls": 0.1405724724754691, "loss_mask": 0.21279001235961914, "loss_rpn_cls": 0.022485362365841866, "loss_rpn_loc": 0.05864553479477763, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057708265728772, "mask_rcnn/false_negative": 0.09029763529574339, "mask_rcnn/false_positive": 0.07997772629274925, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0215806877240539, "total_loss": 0.6494249889656203}
{"data_time": 0.013779877219349146, "eta_seconds": 4388.56791020371, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22342414529914528, "fast_rcnn/fg_cls_accuracy": 0.7513733416252073, "iteration": 265619, "loss_box_reg": 0.17790267150849104, "loss_cls": 0.1334932204335928, "loss_mask": 0.2131060864776373, "loss_rpn_cls": 0.019608367641922086, "loss_rpn_loc": 0.05622445896733552, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9098386673704334, "mask_rcnn/false_negative": 0.08230695097407038, "mask_rcnn/false_positive": 0.09772762515538017, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9814416775479913, "total_loss": 0.603664324793499}
{"data_time": 0.01451543951407075, "eta_seconds": 4367.8609439358115, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.20109059280074937, "fast_rcnn/fg_cls_accuracy": 0.7872921248601304, "iteration": 265639, "loss_box_reg": 0.19961137231439352, "loss_cls": 0.14703382761217654, "loss_mask": 0.21398277021944523, "loss_rpn_cls": 0.023635572637431324, "loss_rpn_loc": 0.06190870446152985, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9102220907028167, "mask_rcnn/false_negative": 0.08968098467001762, "mask_rcnn/false_positive": 0.09046781727148795, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.9866164731793106, "total_loss": 0.6394898523576558}
{"data_time": 0.018449048977345228, "eta_seconds": 4345.246563386172, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2628058975528196, "fast_rcnn/fg_cls_accuracy": 0.7071415842466364, "iteration": 265659, "loss_box_reg": 0.1925089079886675, "loss_cls": 0.13825206505134702, "loss_mask": 0.22361929528415203, "loss_rpn_cls": 0.02327909623272717, "loss_rpn_loc": 0.05724613612983376, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970150560224089, "mask_rcnn/false_negative": 0.1016831161100068, "mask_rcnn/false_positive": 0.1052400894559446, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9843387114815414, "total_loss": 0.6456488230032846}
{"data_time": 0.027951189316809177, "eta_seconds": 4326.844650059938, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.2134214626545915, "fast_rcnn/fg_cls_accuracy": 0.7484567901234568, "iteration": 265679, "loss_box_reg": 0.19580068066716194, "loss_cls": 0.13893595430999994, "loss_mask": 0.21239427663385868, "loss_rpn_cls": 0.023920713341794908, "loss_rpn_loc": 0.06268169323448092, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9155963419036472, "mask_rcnn/false_negative": 0.09322716912643036, "mask_rcnn/false_positive": 0.08477166727956803, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 1.0069082747213542, "total_loss": 0.6530941752134822}
{"data_time": 0.019345737528055906, "eta_seconds": 4303.846636088565, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.20877823985613128, "fast_rcnn/fg_cls_accuracy": 0.7507481891653534, "iteration": 265699, "loss_box_reg": 0.18306873831897974, "loss_cls": 0.130795082077384, "loss_mask": 0.2183775883167982, "loss_rpn_cls": 0.021739252493716776, "loss_rpn_loc": 0.05689307488501072, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054045891451907, "mask_rcnn/false_negative": 0.08447476716511715, "mask_rcnn/false_positive": 0.11149732507583329, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 0.9915536572225392, "total_loss": 0.6138356735464185}
{"data_time": 0.02038175007328391, "eta_seconds": 4285.174030251801, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.1906341521726137, "fast_rcnn/fg_cls_accuracy": 0.77710027100271, "iteration": 265719, "loss_box_reg": 0.1914697177708149, "loss_cls": 0.14218611922115088, "loss_mask": 0.22127305530011654, "loss_rpn_cls": 0.024527905450668186, "loss_rpn_loc": 0.06836803234182298, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9179563978681693, "mask_rcnn/false_negative": 0.08202193562696719, "mask_rcnn/false_positive": 0.08954424995012211, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.625, "rpn/num_pos_anchors": 32.375, "time": 1.0114371194504201, "total_loss": 0.665286554954946}
{"data_time": 0.018576427828520536, "eta_seconds": 4263.810853427276, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23178871090770403, "fast_rcnn/fg_cls_accuracy": 0.7499924830116063, "iteration": 265739, "loss_box_reg": 0.18763634003698826, "loss_cls": 0.1308640306815505, "loss_mask": 0.2096181269735098, "loss_rpn_cls": 0.02369530248688534, "loss_rpn_loc": 0.05974280519876629, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9120621212735343, "mask_rcnn/false_negative": 0.08130058006646991, "mask_rcnn/false_positive": 0.09669365995955628, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 216.375, "rpn/num_pos_anchors": 39.625, "time": 1.0341534269973636, "total_loss": 0.5924077001400292}
{"data_time": 0.016896157059818506, "eta_seconds": 4245.504387207329, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.1878136200716846, "fast_rcnn/fg_cls_accuracy": 0.8108108108108109, "iteration": 265759, "loss_box_reg": 0.1864709686487913, "loss_cls": 0.13139446265995502, "loss_mask": 0.21819645166397095, "loss_rpn_cls": 0.022043222445063293, "loss_rpn_loc": 0.05143430083990097, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.914624701231844, "mask_rcnn/false_negative": 0.08328090968336233, "mask_rcnn/false_positive": 0.09268763961457585, "roi_head/num_bg_samples": 448.625, "roi_head/num_fg_samples": 63.375, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 1.014753500930965, "total_loss": 0.6244730689795688}
{"data_time": 0.012605899479240179, "eta_seconds": 4225.10149711743, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21696446969473965, "fast_rcnn/fg_cls_accuracy": 0.7787895268432912, "iteration": 265779, "loss_box_reg": 0.21569001767784357, "loss_cls": 0.14868622040376067, "loss_mask": 0.22201099433004856, "loss_rpn_cls": 0.023429357330314815, "loss_rpn_loc": 0.06655535311438143, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8948972719318152, "mask_rcnn/false_negative": 0.09259039477045825, "mask_rcnn/false_positive": 0.1166500012353041, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0158884511329234, "total_loss": 0.6744699056725949}
{"data_time": 0.015426843892782927, "eta_seconds": 4206.578237749636, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2553994275305751, "fast_rcnn/fg_cls_accuracy": 0.7326090727730072, "iteration": 265799, "loss_box_reg": 0.20729470811784267, "loss_cls": 0.1524054240435362, "loss_mask": 0.21235933154821396, "loss_rpn_cls": 0.023281524248886853, "loss_rpn_loc": 0.07126151281408966, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9030825676958467, "mask_rcnn/false_negative": 0.08066325033038761, "mask_rcnn/false_positive": 0.0975477330460856, "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": 1.046121648978442, "total_loss": 0.702620311640203}
{"data_time": 0.024252702482044697, "eta_seconds": 4186.546912807971, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.21910919540229884, "fast_rcnn/fg_cls_accuracy": 0.7679255610290092, "iteration": 265819, "loss_box_reg": 0.20430347882211208, "loss_cls": 0.15215134620666504, "loss_mask": 0.21415932849049568, "loss_rpn_cls": 0.02403165295254439, "loss_rpn_loc": 0.06845980742946267, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049104295736151, "mask_rcnn/false_negative": 0.07840882364145713, "mask_rcnn/false_positive": 0.10438037251549775, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 1.0154755134135485, "total_loss": 0.6869645680417307}
{"data_time": 0.01525532640516758, "eta_seconds": 4166.515587866306, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.21766824518108452, "fast_rcnn/fg_cls_accuracy": 0.7590775547101586, "iteration": 265839, "loss_box_reg": 0.18756622914224863, "loss_cls": 0.13457397697493434, "loss_mask": 0.2224169373512268, "loss_rpn_cls": 0.021204982418566942, "loss_rpn_loc": 0.06057739211246371, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9022061996641666, "mask_rcnn/false_negative": 0.08475055374895629, "mask_rcnn/false_positive": 0.1035346059430225, "roi_head/num_bg_samples": 446.375, "roi_head/num_fg_samples": 65.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9999953843653202, "total_loss": 0.6439077788672876}
{"data_time": 0.020724558737128973, "eta_seconds": 4143.703505443409, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.2119830318203042, "fast_rcnn/fg_cls_accuracy": 0.7379227453580902, "iteration": 265859, "loss_box_reg": 0.19374744221568108, "loss_cls": 0.1410775538533926, "loss_mask": 0.20749433897435665, "loss_rpn_cls": 0.020797242177650332, "loss_rpn_loc": 0.05722862505353987, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9211820595585173, "mask_rcnn/false_negative": 0.08429060494725837, "mask_rcnn/false_positive": 0.07839978002208842, "roi_head/num_bg_samples": 446.625, "roi_head/num_fg_samples": 65.375, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.9949133922345936, "total_loss": 0.6378615082940087}
{"data_time": 0.013476051390171051, "eta_seconds": 4125.348602663726, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2478980816294308, "fast_rcnn/fg_cls_accuracy": 0.7261741340031544, "iteration": 265879, "loss_box_reg": 0.1970818666741252, "loss_cls": 0.14028046187013388, "loss_mask": 0.2213851697742939, "loss_rpn_cls": 0.02363656699890271, "loss_rpn_loc": 0.060985938645899296, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9073177641190184, "mask_rcnn/false_negative": 0.09005612703610866, "mask_rcnn/false_positive": 0.09149076533016617, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.875, "rpn/num_pos_anchors": 33.125, "time": 1.0097695551812649, "total_loss": 0.6649724098970182}
{"data_time": 0.01585129601880908, "eta_seconds": 4107.703350577503, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22229035510860384, "fast_rcnn/fg_cls_accuracy": 0.7657004830917875, "iteration": 265899, "loss_box_reg": 0.19338766857981682, "loss_cls": 0.13227739185094833, "loss_mask": 0.21136131882667542, "loss_rpn_cls": 0.0216972550842911, "loss_rpn_loc": 0.05997308506630361, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9132343856110018, "mask_rcnn/false_negative": 0.07859200099414437, "mask_rcnn/false_positive": 0.09000744494982048, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 1.047410058323294, "total_loss": 0.6211527523119003}
{"data_time": 0.0184919903986156, "eta_seconds": 4087.354953736067, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2436758661186142, "fast_rcnn/fg_cls_accuracy": 0.7442632066728452, "iteration": 265919, "loss_box_reg": 0.20900763384997845, "loss_cls": 0.1456356132403016, "loss_mask": 0.2162869442254305, "loss_rpn_cls": 0.024313601024914533, "loss_rpn_loc": 0.06286231603007764, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9071861761421893, "mask_rcnn/false_negative": 0.08290165666887371, "mask_rcnn/false_positive": 0.09769900649053623, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9832995175383985, "total_loss": 0.6530163900461048}
{"data_time": 0.01519432757049799, "eta_seconds": 4063.631940120831, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.21005230743271747, "fast_rcnn/fg_cls_accuracy": 0.7680492280435333, "iteration": 265939, "loss_box_reg": 0.18042677035555243, "loss_cls": 0.1416898127645254, "loss_mask": 0.20839065499603748, "loss_rpn_cls": 0.021964380517601967, "loss_rpn_loc": 0.05509867798537016, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9075745665859805, "mask_rcnn/false_negative": 0.08405472489939098, "mask_rcnn/false_positive": 0.10286185636926452, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9913348229601979, "total_loss": 0.631059744162485}
{"data_time": 0.016409420408308506, "eta_seconds": 4044.906155038625, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.20406860062032475, "fast_rcnn/fg_cls_accuracy": 0.7785911879371632, "iteration": 265959, "loss_box_reg": 0.19834369607269764, "loss_cls": 0.1417914917692542, "loss_mask": 0.22118918411433697, "loss_rpn_cls": 0.02365059667499736, "loss_rpn_loc": 0.08169659902341664, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055848574660799, "mask_rcnn/false_negative": 0.08931857277082142, "mask_rcnn/false_positive": 0.09913526551856457, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.375, "rpn/num_pos_anchors": 40.625, "time": 0.9928394323214889, "total_loss": 0.6670819442952052}
{"data_time": 0.019913471769541502, "eta_seconds": 4023.596157459542, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2155157930107527, "fast_rcnn/fg_cls_accuracy": 0.75650414004659, "iteration": 265979, "loss_box_reg": 0.1897128215059638, "loss_cls": 0.14058995200321078, "loss_mask": 0.2110695317387581, "loss_rpn_cls": 0.022628632374107838, "loss_rpn_loc": 0.06217352399835363, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8974896086623143, "mask_rcnn/false_negative": 0.07682425798914966, "mask_rcnn/false_positive": 0.11284952426896373, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9858732726424932, "total_loss": 0.6110977505450137}
{"data_time": 0.015018952079117298, "eta_seconds": 4000.841887667775, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.20833833954103087, "fast_rcnn/fg_cls_accuracy": 0.7626729759009054, "iteration": 265999, "loss_box_reg": 0.17315807566046715, "loss_cls": 0.13629198307171464, "loss_mask": 0.22034724801778793, "loss_rpn_cls": 0.022141983383335173, "loss_rpn_loc": 0.06357647839467973, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9128114715382246, "mask_rcnn/false_negative": 0.07406075276506541, "mask_rcnn/false_positive": 0.10562673378602062, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.9975541736930609, "total_loss": 0.6117809434654191}
{"data_time": 0.014451038092374802, "eta_seconds": 3982.1210420131683, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.2101498738685265, "fast_rcnn/fg_cls_accuracy": 0.7613453815261044, "iteration": 266019, "loss_box_reg": 0.18815880781039596, "loss_cls": 0.13794397609308362, "loss_mask": 0.19995589181780815, "loss_rpn_cls": 0.019411068002227694, "loss_rpn_loc": 0.055078300181776285, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9168072594065593, "mask_rcnn/false_negative": 0.08062268310693846, "mask_rcnn/false_positive": 0.09142701380212792, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 224.125, "rpn/num_pos_anchors": 31.875, "time": 0.9933752776123583, "total_loss": 0.5987696005031466}
{"data_time": 0.017813981510698795, "eta_seconds": 3958.788612484932, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2376435669118596, "fast_rcnn/fg_cls_accuracy": 0.728785510710674, "iteration": 266039, "loss_box_reg": 0.1813739687204361, "loss_cls": 0.13597207982093096, "loss_mask": 0.2092463094741106, "loss_rpn_cls": 0.02628841216210276, "loss_rpn_loc": 0.06373334443196654, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9094240248829673, "mask_rcnn/false_negative": 0.07457823243479153, "mask_rcnn/false_positive": 0.10473262161966726, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.9874365231953561, "total_loss": 0.6474466990621295}
{"data_time": 0.0170253305695951, "eta_seconds": 3938.3132855407894, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24231293004587157, "fast_rcnn/fg_cls_accuracy": 0.7391975308641976, "iteration": 266059, "loss_box_reg": 0.19280293211340904, "loss_cls": 0.15271528577432036, "loss_mask": 0.22304613515734673, "loss_rpn_cls": 0.023120528319850564, "loss_rpn_loc": 0.07203383697196841, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028762324767964, "mask_rcnn/false_negative": 0.09299686288115847, "mask_rcnn/false_positive": 0.09720423867315388, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.9923329311423004, "total_loss": 0.6619507146533579}
{"data_time": 0.01322374027222395, "eta_seconds": 3919.6467154100537, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.23605901475368843, "fast_rcnn/fg_cls_accuracy": 0.7379611068869381, "iteration": 266079, "loss_box_reg": 0.18629588140174747, "loss_cls": 0.13772578723728657, "loss_mask": 0.2089830432087183, "loss_rpn_cls": 0.021903679124079645, "loss_rpn_loc": 0.06328962277621031, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9144285006560035, "mask_rcnn/false_negative": 0.07144395439925584, "mask_rcnn/false_positive": 0.09288275062513278, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0293698133900762, "total_loss": 0.6132306527579203}
{"data_time": 0.014426523819565773, "eta_seconds": 3897.409515827894, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.22863877254721546, "fast_rcnn/fg_cls_accuracy": 0.7219520210318764, "iteration": 266099, "loss_box_reg": 0.1886733053252101, "loss_cls": 0.1461717812344432, "loss_mask": 0.21788687631487846, "loss_rpn_cls": 0.021519997157156467, "loss_rpn_loc": 0.06710860296152532, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9007891510989439, "mask_rcnn/false_negative": 0.09122653852532078, "mask_rcnn/false_positive": 0.11125191852656194, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.995930849108845, "total_loss": 0.6365147738251835}
{"data_time": 0.014855459798127413, "eta_seconds": 3875.0720715895295, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2580691212111152, "fast_rcnn/fg_cls_accuracy": 0.7140125220569136, "iteration": 266119, "loss_box_reg": 0.1791576649993658, "loss_cls": 0.12912346608936787, "loss_mask": 0.22419312223792076, "loss_rpn_cls": 0.02269574045203626, "loss_rpn_loc": 0.06908588530495763, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8920487460062252, "mask_rcnn/false_negative": 0.07913971406556741, "mask_rcnn/false_positive": 0.11727991102610785, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.984704349655658, "total_loss": 0.6297949469881132}
{"data_time": 0.02123684110119939, "eta_seconds": 3855.80460190773, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23144743045733146, "fast_rcnn/fg_cls_accuracy": 0.7413610485899642, "iteration": 266139, "loss_box_reg": 0.17986652627587318, "loss_cls": 0.13828825019299984, "loss_mask": 0.21055450104176998, "loss_rpn_cls": 0.025041486602276564, "loss_rpn_loc": 0.05496295262128115, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9105654009120648, "mask_rcnn/false_negative": 0.08522524081396893, "mask_rcnn/false_positive": 0.08826712753444076, "roi_head/num_bg_samples": 441.125, "roi_head/num_fg_samples": 70.875, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 1.0141888321377337, "total_loss": 0.6235523172654212}
{"data_time": 0.01466316869482398, "eta_seconds": 3837.449369430542, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24927754168028765, "fast_rcnn/fg_cls_accuracy": 0.7223450134770889, "iteration": 266159, "loss_box_reg": 0.19732865318655968, "loss_cls": 0.14262191997841, "loss_mask": 0.21119559928774834, "loss_rpn_cls": 0.026341150514781475, "loss_rpn_loc": 0.07964659889694303, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9071429212388473, "mask_rcnn/false_negative": 0.08440158738486281, "mask_rcnn/false_positive": 0.10195817621057512, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.038467774167657, "total_loss": 0.6500838089559693}
{"data_time": 0.01742154499515891, "eta_seconds": 3821.9484193995595, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.22797015095848167, "fast_rcnn/fg_cls_accuracy": 0.7401765855631193, "iteration": 266179, "loss_box_reg": 0.21363402623683214, "loss_cls": 0.15387276653200388, "loss_mask": 0.22370624355971813, "loss_rpn_cls": 0.026820315571967512, "loss_rpn_loc": 0.07116138841956854, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005549457674531, "mask_rcnn/false_negative": 0.08508656719522352, "mask_rcnn/false_positive": 0.12204479799889034, "roi_head/num_bg_samples": 435.875, "roi_head/num_fg_samples": 76.125, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.039109990466386, "total_loss": 0.7086791967740282}
{"data_time": 0.025720709934830666, "eta_seconds": 3803.3525315113366, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2050656660412758, "fast_rcnn/fg_cls_accuracy": 0.7687524351281851, "iteration": 266199, "loss_box_reg": 0.20371247455477715, "loss_cls": 0.14253288507461548, "loss_mask": 0.2134267557412386, "loss_rpn_cls": 0.023424790357239544, "loss_rpn_loc": 0.06327754666563123, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9046194356300221, "mask_rcnn/false_negative": 0.0810767756866923, "mask_rcnn/false_positive": 0.10172011054756386, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 1.0123133091256022, "total_loss": 0.6478708641370758}
{"data_time": 0.01464470149949193, "eta_seconds": 3782.766968747601, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19750387596899224, "fast_rcnn/fg_cls_accuracy": 0.791119229958547, "iteration": 266219, "loss_box_reg": 0.18307323846966028, "loss_cls": 0.14276355504989624, "loss_mask": 0.20569142885506153, "loss_rpn_cls": 0.02627754956483841, "loss_rpn_loc": 0.06525312701705843, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9169404390254636, "mask_rcnn/false_negative": 0.0856725325016709, "mask_rcnn/false_positive": 0.09632270308355664, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0132304378785193, "total_loss": 0.6406700280786026}
{"data_time": 0.014569181483238935, "eta_seconds": 3761.4287566021085, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.2826880162862624, "fast_rcnn/fg_cls_accuracy": 0.6930561698363555, "iteration": 266239, "loss_box_reg": 0.2044862722977996, "loss_cls": 0.16386871971189976, "loss_mask": 0.22989638894796371, "loss_rpn_cls": 0.026370870356913656, "loss_rpn_loc": 0.07869546301662922, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.899507674618351, "mask_rcnn/false_negative": 0.08514114367443357, "mask_rcnn/false_positive": 0.1179094216058597, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 0.995415988843888, "total_loss": 0.7090125962276943}
{"data_time": 0.020559437107294798, "eta_seconds": 3737.5157921016216, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.21634577213179834, "fast_rcnn/fg_cls_accuracy": 0.745496632996633, "iteration": 266259, "loss_box_reg": 0.1616025986149907, "loss_cls": 0.12099789455533028, "loss_mask": 0.213269067928195, "loss_rpn_cls": 0.022717016516253352, "loss_rpn_loc": 0.06041851779446006, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9017830714454856, "mask_rcnn/false_negative": 0.0904637900554672, "mask_rcnn/false_positive": 0.10594357950040562, "roi_head/num_bg_samples": 456.625, "roi_head/num_fg_samples": 55.375, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.9683262705802917, "total_loss": 0.5931093180552125}
{"data_time": 0.01700331876054406, "eta_seconds": 3714.9796351231635, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.1881720430107527, "fast_rcnn/fg_cls_accuracy": 0.7894867188287048, "iteration": 266279, "loss_box_reg": 0.18958495371043682, "loss_cls": 0.13948620483279228, "loss_mask": 0.21532166749238968, "loss_rpn_cls": 0.019429474836215377, "loss_rpn_loc": 0.06827736017294228, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9202434914442752, "mask_rcnn/false_negative": 0.0813792281756805, "mask_rcnn/false_positive": 0.0894423252505725, "roi_head/num_bg_samples": 441.625, "roi_head/num_fg_samples": 70.375, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.9761786940507591, "total_loss": 0.6544721531681716}
{"data_time": 0.01724339136853814, "eta_seconds": 3695.978504419327, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22275454308321016, "fast_rcnn/fg_cls_accuracy": 0.7662196679438058, "iteration": 266299, "loss_box_reg": 0.18749446235597134, "loss_cls": 0.14317050762474537, "loss_mask": 0.2144133597612381, "loss_rpn_cls": 0.025930570671334863, "loss_rpn_loc": 0.06188742909580469, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9192495569656434, "mask_rcnn/false_negative": 0.07799217672593886, "mask_rcnn/false_positive": 0.10241421492670659, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 1.0273020495660603, "total_loss": 0.6557337386766449}
{"data_time": 0.022538525983691216, "eta_seconds": 3680.185219794512, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.213864406779661, "fast_rcnn/fg_cls_accuracy": 0.7729669165580182, "iteration": 266319, "loss_box_reg": 0.19497306644916534, "loss_cls": 0.14382494147866964, "loss_mask": 0.21547235921025276, "loss_rpn_cls": 0.023552955128252506, "loss_rpn_loc": 0.0657754503772594, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9243274797048224, "mask_rcnn/false_negative": 0.06006096291021157, "mask_rcnn/false_positive": 0.09477073644767062, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 1.017273419070989, "total_loss": 0.6563656402286142}
{"data_time": 0.024419491179287434, "eta_seconds": 3661.934550125152, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.22680560891279294, "fast_rcnn/fg_cls_accuracy": 0.7638157894736842, "iteration": 266339, "loss_box_reg": 0.17937965597957373, "loss_cls": 0.1352458104956895, "loss_mask": 0.20788276474922895, "loss_rpn_cls": 0.023025729809887707, "loss_rpn_loc": 0.06509678065776825, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9036811129276938, "mask_rcnn/false_negative": 0.08333506438567548, "mask_rcnn/false_positive": 0.11467888569026058, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 212.125, "rpn/num_pos_anchors": 43.875, "time": 1.0074195554479957, "total_loss": 0.6175668094074354}
{"data_time": 0.014059530571103096, "eta_seconds": 3641.9239788129926, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24407008086253368, "fast_rcnn/fg_cls_accuracy": 0.7251667593107283, "iteration": 266359, "loss_box_reg": 0.20346387336030602, "loss_cls": 0.1449755784124136, "loss_mask": 0.214883828535676, "loss_rpn_cls": 0.023850078985560685, "loss_rpn_loc": 0.07140289642848074, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035772875524873, "mask_rcnn/false_negative": 0.08844409081776544, "mask_rcnn/false_positive": 0.10459321577429191, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0037878453731537, "total_loss": 0.6507026273757219}
{"data_time": 0.014832337852567434, "eta_seconds": 3623.1937273871154, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.26061356707317074, "fast_rcnn/fg_cls_accuracy": 0.7224346599346599, "iteration": 266379, "loss_box_reg": 0.2040576208382845, "loss_cls": 0.144372736569494, "loss_mask": 0.21041055396199226, "loss_rpn_cls": 0.020042046147864312, "loss_rpn_loc": 0.07582950638607144, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9020649476006619, "mask_rcnn/false_negative": 0.09007781761650194, "mask_rcnn/false_positive": 0.10538207588920612, "roi_head/num_bg_samples": 438.125, "roi_head/num_fg_samples": 73.875, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.0651019886136055, "total_loss": 0.6720957986544818}
{"data_time": 0.024214524775743484, "eta_seconds": 3603.0098894611, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1800721171535801, "fast_rcnn/fg_cls_accuracy": 0.8127744253930875, "iteration": 266399, "loss_box_reg": 0.18170613422989845, "loss_cls": 0.1366062443703413, "loss_mask": 0.2067640107125044, "loss_rpn_cls": 0.023232693085446954, "loss_rpn_loc": 0.062282304279506207, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057138944167828, "mask_rcnn/false_negative": 0.07726940758990077, "mask_rcnn/false_positive": 0.09888453609336173, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.375, "rpn/num_pos_anchors": 37.625, "time": 1.0070288386195898, "total_loss": 0.624140442116186}
{"data_time": 0.015839796513319016, "eta_seconds": 3583.158437581733, "fast_rcnn/cls_accuracy": 0.948974609375, "fast_rcnn/false_negative": 0.188254381019227, "fast_rcnn/fg_cls_accuracy": 0.7966252915984819, "iteration": 266419, "loss_box_reg": 0.18308777082711458, "loss_cls": 0.1377662494778633, "loss_mask": 0.2033795490860939, "loss_rpn_cls": 0.02112035805475898, "loss_rpn_loc": 0.06327249901369214, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9055536703544671, "mask_rcnn/false_negative": 0.0806839789269595, "mask_rcnn/false_positive": 0.0933653602963378, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9929876024834812, "total_loss": 0.6308582738274708}
{"data_time": 0.018449220806360245, "eta_seconds": 3564.0110771544278, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.21564615959788974, "fast_rcnn/fg_cls_accuracy": 0.7787147426577494, "iteration": 266439, "loss_box_reg": 0.19762155134230852, "loss_cls": 0.1448907097801566, "loss_mask": 0.21639580465853214, "loss_rpn_cls": 0.021735910966526717, "loss_rpn_loc": 0.06156673363875598, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9114435370584293, "mask_rcnn/false_negative": 0.07838909594233615, "mask_rcnn/false_positive": 0.09675722075463694, "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": 1.051715866662562, "total_loss": 0.6456687561003491}
{"data_time": 0.015131545253098011, "eta_seconds": 3543.5146459098905, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.22207595526561044, "fast_rcnn/fg_cls_accuracy": 0.740976695718075, "iteration": 266459, "loss_box_reg": 0.18717221077531576, "loss_cls": 0.13029060373082757, "loss_mask": 0.21304398775100708, "loss_rpn_cls": 0.02284048090223223, "loss_rpn_loc": 0.06482282769866288, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9059066062793525, "mask_rcnn/false_negative": 0.07475194960872958, "mask_rcnn/false_positive": 0.11345457531255793, "roi_head/num_bg_samples": 443.625, "roi_head/num_fg_samples": 68.375, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9843391417525709, "total_loss": 0.6137535966117866}
{"data_time": 0.017475861124694347, "eta_seconds": 3523.9045153558254, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.21808545550013125, "fast_rcnn/fg_cls_accuracy": 0.7788461538461539, "iteration": 266479, "loss_box_reg": 0.18324573151767254, "loss_cls": 0.12148448079824448, "loss_mask": 0.20893562957644463, "loss_rpn_cls": 0.020244357525371015, "loss_rpn_loc": 0.052672635996714234, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9123017074930776, "mask_rcnn/false_negative": 0.07387838802479213, "mask_rcnn/false_positive": 0.09227230806633033, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 0.9987153992988169, "total_loss": 0.5817040142719634}
{"data_time": 0.01931755803525448, "eta_seconds": 3504.7499982174486, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.24241111829347123, "fast_rcnn/fg_cls_accuracy": 0.7553387533875339, "iteration": 266499, "loss_box_reg": 0.17329938057810068, "loss_cls": 0.13347241189330816, "loss_mask": 0.21307111158967018, "loss_rpn_cls": 0.023667215835303068, "loss_rpn_loc": 0.0628095191786997, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9066705618836484, "mask_rcnn/false_negative": 0.07978681398267067, "mask_rcnn/false_positive": 0.10202109762861016, "roi_head/num_bg_samples": 448.875, "roi_head/num_fg_samples": 63.125, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 1.0146930837072432, "total_loss": 0.6236826651729643}
{"data_time": 0.017210899386554956, "eta_seconds": 3484.7228553704917, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.24941314553990612, "fast_rcnn/fg_cls_accuracy": 0.7303078148978869, "iteration": 266519, "loss_box_reg": 0.18958423379808664, "loss_cls": 0.138046283274889, "loss_mask": 0.21656757406890392, "loss_rpn_cls": 0.022677656379528344, "loss_rpn_loc": 0.06038667820394039, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8970008029608592, "mask_rcnn/false_negative": 0.0945737634234718, "mask_rcnn/false_positive": 0.10104379179990317, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.125, "rpn/num_pos_anchors": 35.875, "time": 0.9925918914377689, "total_loss": 0.6366169962566346}
{"data_time": 0.01970579707995057, "eta_seconds": 3463.8379611168057, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21713362068965517, "fast_rcnn/fg_cls_accuracy": 0.7449287141454164, "iteration": 266539, "loss_box_reg": 0.18472442869096994, "loss_cls": 0.13510389160364866, "loss_mask": 0.20574166253209114, "loss_rpn_cls": 0.02127196209039539, "loss_rpn_loc": 0.05946114379912615, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.91332066680839, "mask_rcnn/false_negative": 0.07043071587591367, "mask_rcnn/false_positive": 0.11053503260674423, "roi_head/num_bg_samples": 434.375, "roi_head/num_fg_samples": 77.625, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 0.989401594735682, "total_loss": 0.599002840303001}
{"data_time": 0.013503680005669594, "eta_seconds": 3443.8758723065257, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2068514991806546, "fast_rcnn/fg_cls_accuracy": 0.7689590355198341, "iteration": 266559, "loss_box_reg": 0.19464773498475552, "loss_cls": 0.1424737237393856, "loss_mask": 0.2148104142397642, "loss_rpn_cls": 0.02050216996576637, "loss_rpn_loc": 0.0696726170135662, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9094751128540692, "mask_rcnn/false_negative": 0.08633124343492246, "mask_rcnn/false_positive": 0.09762596586120006, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 216.625, "rpn/num_pos_anchors": 39.375, "time": 0.9951071045361459, "total_loss": 0.6353490342444275}
{"data_time": 0.019105684477835894, "eta_seconds": 3421.8076943792403, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.22494714587737843, "fast_rcnn/fg_cls_accuracy": 0.7387981391444263, "iteration": 266579, "loss_box_reg": 0.20894150622189045, "loss_cls": 0.16237001679837704, "loss_mask": 0.2203635647892952, "loss_rpn_cls": 0.026709194760769606, "loss_rpn_loc": 0.07794975454453379, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9026830905597264, "mask_rcnn/false_negative": 0.086620178765247, "mask_rcnn/false_positive": 0.09463019571019038, "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": 0.9828760749660432, "total_loss": 0.667414348339662}
{"data_time": 0.01427795272320509, "eta_seconds": 3400.368958618492, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2020999839081693, "fast_rcnn/fg_cls_accuracy": 0.766883353925643, "iteration": 266599, "loss_box_reg": 0.2051525143906474, "loss_cls": 0.14913923293352127, "loss_mask": 0.21737886779010296, "loss_rpn_cls": 0.024229162561823614, "loss_rpn_loc": 0.0812284384155646, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9096670363797693, "mask_rcnn/false_negative": 0.08692268522421785, "mask_rcnn/false_positive": 0.10036078571865727, "roi_head/num_bg_samples": 434.875, "roi_head/num_fg_samples": 77.125, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9684586203657091, "total_loss": 0.6624688523006625}
{"data_time": 0.020917365793138742, "eta_seconds": 3379.399863248691, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27536833367918656, "fast_rcnn/fg_cls_accuracy": 0.6870523635206112, "iteration": 266619, "loss_box_reg": 0.21053648740053177, "loss_cls": 0.15955319767817855, "loss_mask": 0.21647214330732822, "loss_rpn_cls": 0.026160691399127245, "loss_rpn_loc": 0.06492203683592379, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111748162522209, "mask_rcnn/false_negative": 0.08455077900639996, "mask_rcnn/false_positive": 0.09330158566180981, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.9951679673977196, "total_loss": 0.6904490679735318}
{"data_time": 0.013974384870380163, "eta_seconds": 3361.222859993577, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.27033220225378074, "fast_rcnn/fg_cls_accuracy": 0.7218787807828904, "iteration": 266639, "loss_box_reg": 0.19470783695578575, "loss_cls": 0.14655461395159364, "loss_mask": 0.21368839405477047, "loss_rpn_cls": 0.024622384167741984, "loss_rpn_loc": 0.07206303183920681, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9099753627191428, "mask_rcnn/false_negative": 0.08236591615609486, "mask_rcnn/false_positive": 0.10016876764358518, "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": 1.00133197568357, "total_loss": 0.6346850898698904}
{"data_time": 0.016401017550379038, "eta_seconds": 3341.4280440099537, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.26131978653530374, "fast_rcnn/fg_cls_accuracy": 0.7053796949319338, "iteration": 266659, "loss_box_reg": 0.20412640180438757, "loss_cls": 0.14436529064550996, "loss_mask": 0.2179996855556965, "loss_rpn_cls": 0.026500373031012714, "loss_rpn_loc": 0.05194479413330555, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092971573571105, "mask_rcnn/false_negative": 0.08012718894831579, "mask_rcnn/false_positive": 0.1097015666883108, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 1.0064901914447546, "total_loss": 0.6368214953690767}
{"data_time": 0.01660854695364833, "eta_seconds": 3321.304786168039, "fast_rcnn/cls_accuracy": 0.948486328125, "fast_rcnn/false_negative": 0.22365073350295026, "fast_rcnn/fg_cls_accuracy": 0.7601134966181595, "iteration": 266679, "loss_box_reg": 0.18512481823563576, "loss_cls": 0.13714442402124405, "loss_mask": 0.19902812782675028, "loss_rpn_cls": 0.021021202177507803, "loss_rpn_loc": 0.05603299546055496, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.910317744257982, "mask_rcnn/false_negative": 0.08946875210121932, "mask_rcnn/false_positive": 0.0947560745448282, "roi_head/num_bg_samples": 442.125, "roi_head/num_fg_samples": 69.875, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 0.9939967351965606, "total_loss": 0.586278356728144}
{"data_time": 0.013684713281691074, "eta_seconds": 3301.7442665062845, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24600862998921252, "fast_rcnn/fg_cls_accuracy": 0.7305190256009928, "iteration": 266699, "loss_box_reg": 0.20037070289254189, "loss_cls": 0.13857553945854306, "loss_mask": 0.2001842726022005, "loss_rpn_cls": 0.018996377039002255, "loss_rpn_loc": 0.05805487802717835, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909232697737162, "mask_rcnn/false_negative": 0.08807183348689321, "mask_rcnn/false_positive": 0.09117246983059388, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 1.0061037405394018, "total_loss": 0.6361452857963741}
{"data_time": 0.013632445596158504, "eta_seconds": 3282.307700328529, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.2429833448870403, "fast_rcnn/fg_cls_accuracy": 0.7435121491672444, "iteration": 266719, "loss_box_reg": 0.19414626341313124, "loss_cls": 0.13204413140192628, "loss_mask": 0.20408903807401657, "loss_rpn_cls": 0.02260511671192944, "loss_rpn_loc": 0.0668128659017384, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9104358436384037, "mask_rcnn/false_negative": 0.08133403246777385, "mask_rcnn/false_positive": 0.09155318435290036, "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": 1.039610916748643, "total_loss": 0.6317807853338309}
{"data_time": 0.020700819790363312, "eta_seconds": 3261.186465350911, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2269756857400151, "fast_rcnn/fg_cls_accuracy": 0.7150135515480038, "iteration": 266739, "loss_box_reg": 0.18288147263228893, "loss_cls": 0.13106206338852644, "loss_mask": 0.21172309666872025, "loss_rpn_cls": 0.021815082989633083, "loss_rpn_loc": 0.05655830370960757, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9030668470158845, "mask_rcnn/false_negative": 0.08782107139810497, "mask_rcnn/false_positive": 0.1069273051594696, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.99074403103441, "total_loss": 0.6309756300179288}
{"data_time": 0.01327383378520608, "eta_seconds": 3239.4247209839523, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.17803017206606048, "fast_rcnn/fg_cls_accuracy": 0.8045048353531644, "iteration": 266759, "loss_box_reg": 0.18538102693855762, "loss_cls": 0.13408919796347618, "loss_mask": 0.20350657403469086, "loss_rpn_cls": 0.024428833043202758, "loss_rpn_loc": 0.05918912077322602, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9151343770831909, "mask_rcnn/false_negative": 0.08576515238126066, "mask_rcnn/false_positive": 0.08887471726123233, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 1.0075292945839465, "total_loss": 0.6128998804488219}
{"data_time": 0.016816584393382072, "eta_seconds": 3217.8248378261924, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2505835942901298, "fast_rcnn/fg_cls_accuracy": 0.7370506535947712, "iteration": 266779, "loss_box_reg": 0.2152905324473977, "loss_cls": 0.15570110641419888, "loss_mask": 0.2175038531422615, "loss_rpn_cls": 0.02841531758895144, "loss_rpn_loc": 0.07627466740086675, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8994666837669868, "mask_rcnn/false_negative": 0.09339849973567013, "mask_rcnn/false_positive": 0.1058090343007432, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9724762672558427, "total_loss": 0.7126886908663437}
{"data_time": 0.014250597450882196, "eta_seconds": 3196.5219497680664, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2657023166891588, "fast_rcnn/fg_cls_accuracy": 0.7342976833108412, "iteration": 266799, "loss_box_reg": 0.1884619202464819, "loss_cls": 0.1368976873345673, "loss_mask": 0.21041777729988098, "loss_rpn_cls": 0.021068604954052716, "loss_rpn_loc": 0.057806839351542294, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049294634195005, "mask_rcnn/false_negative": 0.08226809500631838, "mask_rcnn/false_positive": 0.09681493188642995, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.875, "rpn/num_pos_anchors": 30.125, "time": 0.9890875690616667, "total_loss": 0.6086709900409915}
{"data_time": 0.022161396220326424, "eta_seconds": 3176.8769259843975, "fast_rcnn/cls_accuracy": 0.936767578125, "fast_rcnn/false_negative": 0.2404284562079239, "fast_rcnn/fg_cls_accuracy": 0.7437677265263473, "iteration": 266819, "loss_box_reg": 0.21313605457544327, "loss_cls": 0.14941662503406405, "loss_mask": 0.2161360327154398, "loss_rpn_cls": 0.023702750215306878, "loss_rpn_loc": 0.05716031533665955, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9048913398159629, "mask_rcnn/false_negative": 0.0859514378295631, "mask_rcnn/false_positive": 0.10761037052606531, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.014487554319203, "total_loss": 0.6759718707762659}
{"data_time": 0.01643055770546198, "eta_seconds": 3157.865368798375, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.232915316330844, "fast_rcnn/fg_cls_accuracy": 0.7305251342732461, "iteration": 266839, "loss_box_reg": 0.18924016691744328, "loss_cls": 0.14025051519274712, "loss_mask": 0.21613004989922047, "loss_rpn_cls": 0.0191471612197347, "loss_rpn_loc": 0.05224706721492112, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8936858192690567, "mask_rcnn/false_negative": 0.09072423726292392, "mask_rcnn/false_positive": 0.11953580507607547, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0080914041027427, "total_loss": 0.6230542699340731}
{"data_time": 0.019834726583212614, "eta_seconds": 3138.65576563403, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.20218978102189783, "fast_rcnn/fg_cls_accuracy": 0.7696841865237716, "iteration": 266859, "loss_box_reg": 0.18241788540035486, "loss_cls": 0.13746269792318344, "loss_mask": 0.21698885783553123, "loss_rpn_cls": 0.02329355478286743, "loss_rpn_loc": 0.06221206532791257, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9041232978790015, "mask_rcnn/false_negative": 0.08308587354000349, "mask_rcnn/false_positive": 0.09453670414228424, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0180307663977146, "total_loss": 0.6192117726313882}
{"data_time": 0.01668519014492631, "eta_seconds": 3116.6089010238647, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.20027920962199314, "fast_rcnn/fg_cls_accuracy": 0.7841767404538873, "iteration": 266879, "loss_box_reg": 0.18171058222651482, "loss_cls": 0.13483706675469875, "loss_mask": 0.20552504993975163, "loss_rpn_cls": 0.017906736815348268, "loss_rpn_loc": 0.05118951213080436, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9142070174692112, "mask_rcnn/false_negative": 0.08663871769511511, "mask_rcnn/false_positive": 0.09509520814621139, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.9743628110736609, "total_loss": 0.6138589398469776}
{"data_time": 0.018563367892056704, "eta_seconds": 3096.385444654152, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.21975853262131412, "fast_rcnn/fg_cls_accuracy": 0.7703546188004253, "iteration": 266899, "loss_box_reg": 0.18228389602154493, "loss_cls": 0.13041384890675545, "loss_mask": 0.20507602579891682, "loss_rpn_cls": 0.018659506895346567, "loss_rpn_loc": 0.060847057960927486, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069327416294957, "mask_rcnn/false_negative": 0.0848859874410651, "mask_rcnn/false_positive": 0.09880784249948488, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0230835545808077, "total_loss": 0.6257008428219706}
{"data_time": 0.014826541766524315, "eta_seconds": 3076.975135859102, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.25439286650931026, "fast_rcnn/fg_cls_accuracy": 0.718511099300928, "iteration": 266919, "loss_box_reg": 0.1934367660433054, "loss_cls": 0.14473199471831322, "loss_mask": 0.21112120524048805, "loss_rpn_cls": 0.027509784034918994, "loss_rpn_loc": 0.08363628294318914, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9092033561676419, "mask_rcnn/false_negative": 0.08124611988685182, "mask_rcnn/false_positive": 0.09060355894646671, "roi_head/num_bg_samples": 433.625, "roi_head/num_fg_samples": 78.375, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 0.9972138521261513, "total_loss": 0.6803931544418447}
{"data_time": 0.016191383823752403, "eta_seconds": 3058.4518177248538, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20626822157434402, "fast_rcnn/fg_cls_accuracy": 0.7893586005830904, "iteration": 266939, "loss_box_reg": 0.19719147682189941, "loss_cls": 0.1441161474213004, "loss_mask": 0.21712400950491428, "loss_rpn_cls": 0.02239783655386418, "loss_rpn_loc": 0.06411831127479672, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909404829067616, "mask_rcnn/false_negative": 0.08430950998134581, "mask_rcnn/false_positive": 0.10084128071013906, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 1.012434174772352, "total_loss": 0.6735160655807704}
{"data_time": 0.017568189185112715, "eta_seconds": 3037.597746104002, "fast_rcnn/cls_accuracy": 0.949951171875, "fast_rcnn/false_negative": 0.19641367806505422, "fast_rcnn/fg_cls_accuracy": 0.7742448996690545, "iteration": 266959, "loss_box_reg": 0.16868062317371368, "loss_cls": 0.12139781727455556, "loss_mask": 0.20211463049054146, "loss_rpn_cls": 0.019905495224520564, "loss_rpn_loc": 0.04493252211250365, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9081188194389724, "mask_rcnn/false_negative": 0.07830546071773366, "mask_rcnn/false_positive": 0.10185211186724774, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.9683991731144488, "total_loss": 0.5805576937273145}
{"data_time": 0.016882788855582476, "eta_seconds": 3018.6730433814228, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.221339499219383, "fast_rcnn/fg_cls_accuracy": 0.7656561876247505, "iteration": 266979, "loss_box_reg": 0.18898072000592947, "loss_cls": 0.13559265062212944, "loss_mask": 0.21566404215991497, "loss_rpn_cls": 0.019373461022041738, "loss_rpn_loc": 0.07093717553652823, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9100051889598204, "mask_rcnn/false_negative": 0.08478942941273052, "mask_rcnn/false_positive": 0.09720162121885981, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9971714718267322, "total_loss": 0.643219158257125}
{"data_time": 0.019399421755224466, "eta_seconds": 2998.8923259079456, "fast_rcnn/cls_accuracy": 0.937255859375, "fast_rcnn/false_negative": 0.2387822082884295, "fast_rcnn/fg_cls_accuracy": 0.7341458259950687, "iteration": 266999, "loss_box_reg": 0.1928183101117611, "loss_cls": 0.14529751101508737, "loss_mask": 0.22717923298478127, "loss_rpn_cls": 0.020383631272125058, "loss_rpn_loc": 0.06964199084904976, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8984878019745995, "mask_rcnn/false_negative": 0.09026956147756444, "mask_rcnn/false_positive": 0.10823265380313996, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9893757742829621, "total_loss": 0.6479086953913793}
{"data_time": 0.01485346257686615, "eta_seconds": 2979.4708853494376, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.22502675628237512, "fast_rcnn/fg_cls_accuracy": 0.7601827179291968, "iteration": 267019, "loss_box_reg": 0.20986626809462905, "loss_cls": 0.1448215562850237, "loss_mask": 0.21316940523684025, "loss_rpn_cls": 0.024855855735950172, "loss_rpn_loc": 0.06882947584381327, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9107000960649354, "mask_rcnn/false_negative": 0.08422697062429434, "mask_rcnn/false_positive": 0.10147875391168949, "roi_head/num_bg_samples": 445.625, "roi_head/num_fg_samples": 66.375, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 1.0077459630556405, "total_loss": 0.6593739716045093}
{"data_time": 0.017225030809640884, "eta_seconds": 2958.9070948958397, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.21543395934770848, "fast_rcnn/fg_cls_accuracy": 0.7502479104689049, "iteration": 267039, "loss_box_reg": 0.20445314422249794, "loss_cls": 0.14347290992736816, "loss_mask": 0.21999496594071388, "loss_rpn_cls": 0.027407552115619183, "loss_rpn_loc": 0.07776873256079853, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9096697643235039, "mask_rcnn/false_negative": 0.08874477201131527, "mask_rcnn/false_positive": 0.09143043800724118, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9675874281674623, "total_loss": 0.6973827525507659}
{"data_time": 0.015805420000106096, "eta_seconds": 2939.6361354365945, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.2135707977627318, "fast_rcnn/fg_cls_accuracy": 0.7768759018759019, "iteration": 267059, "loss_box_reg": 0.20439283549785614, "loss_cls": 0.15262323804199696, "loss_mask": 0.21782551147043705, "loss_rpn_cls": 0.02737826609518379, "loss_rpn_loc": 0.06613607332110405, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9160669874740925, "mask_rcnn/false_negative": 0.07752141100858928, "mask_rcnn/false_positive": 0.09383721989271263, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.981761914677918, "total_loss": 0.6941373862791806}
{"data_time": 0.015982723329216242, "eta_seconds": 2918.9218638837337, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22929292929292927, "fast_rcnn/fg_cls_accuracy": 0.7321375921375921, "iteration": 267079, "loss_box_reg": 0.1997368335723877, "loss_cls": 0.15601465664803982, "loss_mask": 0.21625496819615364, "loss_rpn_cls": 0.023680381127633154, "loss_rpn_loc": 0.07779543730430305, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9091275417424367, "mask_rcnn/false_negative": 0.08990317130667515, "mask_rcnn/false_positive": 0.10552707144178874, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0135394572280347, "total_loss": 0.6779651487013325}
{"data_time": 0.019534932915121317, "eta_seconds": 2900.38183061406, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.20222222222222225, "fast_rcnn/fg_cls_accuracy": 0.7679002671873394, "iteration": 267099, "loss_box_reg": 0.19523929618299007, "loss_cls": 0.14432984124869108, "loss_mask": 0.2067878618836403, "loss_rpn_cls": 0.01976575329899788, "loss_rpn_loc": 0.05899573373608291, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084160491386941, "mask_rcnn/false_negative": 0.0844873612728897, "mask_rcnn/false_positive": 0.09718328079358993, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0317852264270186, "total_loss": 0.649849193127011}
{"data_time": 0.012938553933054209, "eta_seconds": 2881.522268950939, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.20139631610219844, "fast_rcnn/fg_cls_accuracy": 0.7825563003690592, "iteration": 267119, "loss_box_reg": 0.20272149052470922, "loss_cls": 0.14196526166051626, "loss_mask": 0.21691798605024815, "loss_rpn_cls": 0.027491814689710736, "loss_rpn_loc": 0.06978605291806161, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101866762979551, "mask_rcnn/false_negative": 0.08803001852991554, "mask_rcnn/false_positive": 0.10728299542031094, "roi_head/num_bg_samples": 443.125, "roi_head/num_fg_samples": 68.875, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0000503384508193, "total_loss": 0.6655885591753758}
{"data_time": 0.022986043244600296, "eta_seconds": 2861.51169763878, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.22587183830831242, "fast_rcnn/fg_cls_accuracy": 0.7491117373192846, "iteration": 267139, "loss_box_reg": 0.19324550963938236, "loss_cls": 0.13729298952966928, "loss_mask": 0.2064456343650818, "loss_rpn_cls": 0.023526466597104445, "loss_rpn_loc": 0.06204659817740321, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9150194830679524, "mask_rcnn/false_negative": 0.0806075135297789, "mask_rcnn/false_positive": 0.09477257308354359, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0115355500020087, "total_loss": 0.6125979291973636}
{"data_time": 0.014760709833353758, "eta_seconds": 2841.5011263266206, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.1844018956313324, "fast_rcnn/fg_cls_accuracy": 0.780347963621985, "iteration": 267159, "loss_box_reg": 0.19232545793056488, "loss_cls": 0.14008149597793818, "loss_mask": 0.21128681115806103, "loss_rpn_cls": 0.027460018289275467, "loss_rpn_loc": 0.07857854466419667, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9170694719342498, "mask_rcnn/false_negative": 0.07895521567468375, "mask_rcnn/false_positive": 0.08454580945507256, "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": 1.0233124857768416, "total_loss": 0.6328863423550501}
{"data_time": 0.014997387304902077, "eta_seconds": 2819.4992941897362, "fast_rcnn/cls_accuracy": 0.961181640625, "fast_rcnn/false_negative": 0.17613636363636365, "fast_rcnn/fg_cls_accuracy": 0.7612263756573012, "iteration": 267179, "loss_box_reg": 0.17336984910070896, "loss_cls": 0.14100199623499066, "loss_mask": 0.2099269451573491, "loss_rpn_cls": 0.025580679532140493, "loss_rpn_loc": 0.0757703862618655, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9120490262603358, "mask_rcnn/false_negative": 0.07100188076301052, "mask_rcnn/false_positive": 0.09066636753711982, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.875, "rpn/num_pos_anchors": 25.125, "time": 1.00253311637789, "total_loss": 0.6242920570075512}
{"data_time": 0.02130543300881982, "eta_seconds": 2798.966170847416, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2485580389329488, "fast_rcnn/fg_cls_accuracy": 0.7370660192801753, "iteration": 267199, "loss_box_reg": 0.18848307244479656, "loss_cls": 0.13697877107188106, "loss_mask": 0.2062313724309206, "loss_rpn_cls": 0.020103444810956717, "loss_rpn_loc": 0.0612890818156302, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9058127968168399, "mask_rcnn/false_negative": 0.08674283457601223, "mask_rcnn/false_positive": 0.10539684183642016, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.0045703453943133, "total_loss": 0.59815249661915}
{"data_time": 0.014172561466693878, "eta_seconds": 2778.2432337477803, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.22186252771618625, "fast_rcnn/fg_cls_accuracy": 0.747692774387754, "iteration": 267219, "loss_box_reg": 0.20040974114090204, "loss_cls": 0.14003801066428423, "loss_mask": 0.21677023358643055, "loss_rpn_cls": 0.026072851731441915, "loss_rpn_loc": 0.06297911563888192, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9185503025403028, "mask_rcnn/false_negative": 0.08097321956885989, "mask_rcnn/false_positive": 0.09489671382488163, "roi_head/num_bg_samples": 442.875, "roi_head/num_fg_samples": 69.125, "rpn/num_neg_anchors": 221.375, "rpn/num_pos_anchors": 34.625, "time": 0.9988362854346633, "total_loss": 0.6433460707194172}
{"data_time": 0.01737324194982648, "eta_seconds": 2759.658412858844, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2122992125984252, "fast_rcnn/fg_cls_accuracy": 0.7752411630364386, "iteration": 267239, "loss_box_reg": 0.18161250837147236, "loss_cls": 0.14271750068292022, "loss_mask": 0.20965312235057354, "loss_rpn_cls": 0.021893280543736182, "loss_rpn_loc": 0.06135447835549712, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9086656722282545, "mask_rcnn/false_negative": 0.08114154567347245, "mask_rcnn/false_positive": 0.09400070626619988, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.0033666980452836, "total_loss": 0.6098006857428118}
{"data_time": 0.01498348405584693, "eta_seconds": 2740.3607640974224, "fast_rcnn/cls_accuracy": 0.955322265625, "fast_rcnn/false_negative": 0.20100250626566415, "fast_rcnn/fg_cls_accuracy": 0.7700619725738396, "iteration": 267259, "loss_box_reg": 0.18567912466824055, "loss_cls": 0.13410356547683477, "loss_mask": 0.2074419353157282, "loss_rpn_cls": 0.019427406310569495, "loss_rpn_loc": 0.05043711245525628, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9158367261045832, "mask_rcnn/false_negative": 0.07836207243087395, "mask_rcnn/false_positive": 0.09533451959926692, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9946153620257974, "total_loss": 0.5952134617837146}
{"data_time": 0.023743010591715574, "eta_seconds": 2723.477545529604, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24812312312312312, "fast_rcnn/fg_cls_accuracy": 0.7372222222222222, "iteration": 267279, "loss_box_reg": 0.1989323478192091, "loss_cls": 0.1453919243067503, "loss_mask": 0.22488612681627274, "loss_rpn_cls": 0.026777469203807414, "loss_rpn_loc": 0.06428485992364585, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9004639753392962, "mask_rcnn/false_negative": 0.092217868930508, "mask_rcnn/false_positive": 0.09891950712275784, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9845612687058747, "total_loss": 0.6345532115665264}
{"data_time": 0.01695510046556592, "eta_seconds": 2699.003093317151, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22864746286906174, "fast_rcnn/fg_cls_accuracy": 0.7519746622713464, "iteration": 267299, "loss_box_reg": 0.21394972503185272, "loss_cls": 0.15373579319566488, "loss_mask": 0.21398956142365932, "loss_rpn_cls": 0.02220785478129983, "loss_rpn_loc": 0.05550698356819339, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9051717410628153, "mask_rcnn/false_negative": 0.07796098349999162, "mask_rcnn/false_positive": 0.09255659815800261, "roi_head/num_bg_samples": 437.625, "roi_head/num_fg_samples": 74.375, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9908182397484779, "total_loss": 0.6657113914843649}
{"data_time": 0.027905254159122705, "eta_seconds": 2678.3064267784357, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2074217668235946, "fast_rcnn/fg_cls_accuracy": 0.769900959013586, "iteration": 267319, "loss_box_reg": 0.18826157972216606, "loss_cls": 0.13910210505127907, "loss_mask": 0.20969980582594872, "loss_rpn_cls": 0.01962390510016121, "loss_rpn_loc": 0.05560287297703326, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028821728474505, "mask_rcnn/false_negative": 0.08470180241345164, "mask_rcnn/false_positive": 0.10005581512279402, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0348609718494117, "total_loss": 0.6192152698058635}
{"data_time": 0.024206859525293112, "eta_seconds": 2656.7126769851893, "fast_rcnn/cls_accuracy": 0.957763671875, "fast_rcnn/false_negative": 0.19913793103448277, "fast_rcnn/fg_cls_accuracy": 0.7918168168168168, "iteration": 267339, "loss_box_reg": 0.1827357430011034, "loss_cls": 0.13185907620936632, "loss_mask": 0.2090356945991516, "loss_rpn_cls": 0.0220022153807804, "loss_rpn_loc": 0.06443308223970234, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.92053367367093, "mask_rcnn/false_negative": 0.08599436616061937, "mask_rcnn/false_positive": 0.07039541835592847, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 1.0063984412699938, "total_loss": 0.6030947731342167}
{"data_time": 0.014048372860997915, "eta_seconds": 2633.8785856962204, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2121724429416737, "fast_rcnn/fg_cls_accuracy": 0.7617138364779874, "iteration": 267359, "loss_box_reg": 0.20062462240457535, "loss_cls": 0.1499435557052493, "loss_mask": 0.21439651399850845, "loss_rpn_cls": 0.023631569580174983, "loss_rpn_loc": 0.05935761681757867, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9072465541016747, "mask_rcnn/false_negative": 0.08232820721702488, "mask_rcnn/false_positive": 0.09074686299346857, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.9929259126074612, "total_loss": 0.6507648534316104}
{"data_time": 0.01466582203283906, "eta_seconds": 2612.5397692248225, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.19937063207073633, "fast_rcnn/fg_cls_accuracy": 0.7844644194756554, "iteration": 267379, "loss_box_reg": 0.1914447909221053, "loss_cls": 0.1460260641761124, "loss_mask": 0.2102248016744852, "loss_rpn_cls": 0.021982797421514988, "loss_rpn_loc": 0.06491987523622811, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9156410712682594, "mask_rcnn/false_negative": 0.07942747170497295, "mask_rcnn/false_positive": 0.0921742823128965, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9942521434277296, "total_loss": 0.6471053336281329}
{"data_time": 0.015438599046319723, "eta_seconds": 2592.4979240633547, "fast_rcnn/cls_accuracy": 0.962646484375, "fast_rcnn/false_negative": 0.22256233469048115, "fast_rcnn/fg_cls_accuracy": 0.7658783926832367, "iteration": 267399, "loss_box_reg": 0.1913195513188839, "loss_cls": 0.13205541018396616, "loss_mask": 0.2160569466650486, "loss_rpn_cls": 0.021607294329442084, "loss_rpn_loc": 0.0748014401178807, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9112051770198294, "mask_rcnn/false_negative": 0.07646246465271464, "mask_rcnn/false_positive": 0.10367076771405218, "roi_head/num_bg_samples": 452.375, "roi_head/num_fg_samples": 59.625, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.0004278630949557, "total_loss": 0.6355567423161119}
{"data_time": 0.01446355227380991, "eta_seconds": 2572.5556323397905, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23089149405738119, "fast_rcnn/fg_cls_accuracy": 0.7395378579533434, "iteration": 267419, "loss_box_reg": 0.20032434910535812, "loss_cls": 0.14907362731173635, "loss_mask": 0.21713795885443687, "loss_rpn_cls": 0.02479315421078354, "loss_rpn_loc": 0.07649341109208763, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.906390860692103, "mask_rcnn/false_negative": 0.0767676066621828, "mask_rcnn/false_positive": 0.08806444274653646, "roi_head/num_bg_samples": 440.125, "roi_head/num_fg_samples": 71.875, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.996260579675436, "total_loss": 0.6935301667544991}
{"data_time": 0.013181373476982117, "eta_seconds": 2552.613340616226, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.2347036439114391, "fast_rcnn/fg_cls_accuracy": 0.7347921640981117, "iteration": 267439, "loss_box_reg": 0.19063932728022337, "loss_cls": 0.1366382346022874, "loss_mask": 0.21165940538048744, "loss_rpn_cls": 0.023257975437445566, "loss_rpn_loc": 0.06818481511436403, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035719078968614, "mask_rcnn/false_negative": 0.09367099486292427, "mask_rcnn/false_positive": 0.10054443115419398, "roi_head/num_bg_samples": 442.375, "roi_head/num_fg_samples": 69.625, "rpn/num_neg_anchors": 218.125, "rpn/num_pos_anchors": 37.875, "time": 1.0061285188421607, "total_loss": 0.6143150727439206}
{"data_time": 0.01616065204143524, "eta_seconds": 2533.707257322967, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2154837643559448, "fast_rcnn/fg_cls_accuracy": 0.7488694341372912, "iteration": 267459, "loss_box_reg": 0.17384452372789383, "loss_cls": 0.1182083417661488, "loss_mask": 0.205184331163764, "loss_rpn_cls": 0.021946250170003623, "loss_rpn_loc": 0.053748139878734946, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9111073511037068, "mask_rcnn/false_negative": 0.07771321481400956, "mask_rcnn/false_positive": 0.09626030879539973, "roi_head/num_bg_samples": 451.125, "roi_head/num_fg_samples": 60.875, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0470583597198129, "total_loss": 0.5708205969422124}
{"data_time": 0.013717086985707283, "eta_seconds": 2514.131524823606, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.25188656572939194, "fast_rcnn/fg_cls_accuracy": 0.7202956020187454, "iteration": 267479, "loss_box_reg": 0.19673987664282322, "loss_cls": 0.13088586553931236, "loss_mask": 0.21660222671926022, "loss_rpn_cls": 0.02252318081445992, "loss_rpn_loc": 0.06378199835307896, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9059737813957536, "mask_rcnn/false_negative": 0.0809458693583722, "mask_rcnn/false_positive": 0.1064127355268948, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.625, "rpn/num_pos_anchors": 41.375, "time": 1.0097824572585523, "total_loss": 0.628822993603535}
{"data_time": 0.013050515670329332, "eta_seconds": 2493.459383258596, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.19627650535299562, "fast_rcnn/fg_cls_accuracy": 0.7819263330374822, "iteration": 267499, "loss_box_reg": 0.18868154101073742, "loss_cls": 0.14520681742578745, "loss_mask": 0.20958968810737133, "loss_rpn_cls": 0.025718848686665297, "loss_rpn_loc": 0.06080629397183657, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9124765225488898, "mask_rcnn/false_negative": 0.09059514616450504, "mask_rcnn/false_positive": 0.10737553894695374, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 1.0020217434503138, "total_loss": 0.613328772073146}
{"data_time": 0.02510958118364215, "eta_seconds": 2473.5117081925273, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23834308240935376, "fast_rcnn/fg_cls_accuracy": 0.7325121733155013, "iteration": 267519, "loss_box_reg": 0.19640935771167278, "loss_cls": 0.13741105236113071, "loss_mask": 0.21543378569185734, "loss_rpn_cls": 0.022627422644291073, "loss_rpn_loc": 0.05815196852199733, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9099574581739296, "mask_rcnn/false_negative": 0.07490407450361966, "mask_rcnn/false_positive": 0.09459390879175254, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.875, "rpn/num_pos_anchors": 29.125, "time": 0.9827225347980857, "total_loss": 0.6238506838562898}
{"data_time": 0.024539900943636894, "eta_seconds": 2454.16848750785, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2190284323248312, "fast_rcnn/fg_cls_accuracy": 0.7747463077158647, "iteration": 267539, "loss_box_reg": 0.1856751199811697, "loss_cls": 0.13379305507987738, "loss_mask": 0.21462935395538807, "loss_rpn_cls": 0.02358827745774761, "loss_rpn_loc": 0.05840871576219797, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003707406757815, "mask_rcnn/false_negative": 0.09086493995819953, "mask_rcnn/false_positive": 0.10348532637982068, "roi_head/num_bg_samples": 435.125, "roi_head/num_fg_samples": 76.875, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 1.0108668426983058, "total_loss": 0.6302489063236862}
{"data_time": 0.02104818820953369, "eta_seconds": 2434.215898178518, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2197021904996308, "fast_rcnn/fg_cls_accuracy": 0.764605500903433, "iteration": 267559, "loss_box_reg": 0.1969952192157507, "loss_cls": 0.144957035779953, "loss_mask": 0.21398138254880905, "loss_rpn_cls": 0.026670477935113013, "loss_rpn_loc": 0.05936080403625965, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9094686384541366, "mask_rcnn/false_negative": 0.08830576920975694, "mask_rcnn/false_positive": 0.10099537027323069, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.375, "rpn/num_pos_anchors": 35.625, "time": 0.9984352099709213, "total_loss": 0.6432476009358652}
{"data_time": 0.02035413309931755, "eta_seconds": 2420.4184980969876, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.24956626654572034, "fast_rcnn/fg_cls_accuracy": 0.7249471371118206, "iteration": 267579, "loss_box_reg": 0.18398183956742287, "loss_cls": 0.14970646984875202, "loss_mask": 0.20815483294427395, "loss_rpn_cls": 0.02148008090443909, "loss_rpn_loc": 0.05937581276521087, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9109933878299018, "mask_rcnn/false_negative": 0.07880009632233984, "mask_rcnn/false_positive": 0.10170220528840035, "roi_head/num_bg_samples": 443.375, "roi_head/num_fg_samples": 68.625, "rpn/num_neg_anchors": 229.125, "rpn/num_pos_anchors": 26.875, "time": 1.0021278648637235, "total_loss": 0.630276869458612}
{"data_time": 0.020285860169678926, "eta_seconds": 2401.325288414955, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22033998347302564, "fast_rcnn/fg_cls_accuracy": 0.744259337860781, "iteration": 267599, "loss_box_reg": 0.19491695147007704, "loss_cls": 0.14293497416656464, "loss_mask": 0.20600169990211725, "loss_rpn_cls": 0.024103962641675025, "loss_rpn_loc": 0.06895329663529992, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.907734498549334, "mask_rcnn/false_negative": 0.07716072256714536, "mask_rcnn/false_positive": 0.09879623235469473, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.875, "rpn/num_pos_anchors": 35.125, "time": 0.9936321661807597, "total_loss": 0.6684586441842839}
{"data_time": 0.018286509905010462, "eta_seconds": 2384.688721038401, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.23479377307013322, "fast_rcnn/fg_cls_accuracy": 0.7445783901007781, "iteration": 267619, "loss_box_reg": 0.1952897310256958, "loss_cls": 0.14244438894093037, "loss_mask": 0.2180162761360407, "loss_rpn_cls": 0.023831866710679606, "loss_rpn_loc": 0.07380927447229624, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9005543586284128, "mask_rcnn/false_negative": 0.09340130405653707, "mask_rcnn/false_positive": 0.10282521792139743, "roi_head/num_bg_samples": 453.375, "roi_head/num_fg_samples": 58.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0093182921409607, "total_loss": 0.6750542836089153}
{"data_time": 0.01807494880631566, "eta_seconds": 2363.4819139167666, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.23589093214965123, "fast_rcnn/fg_cls_accuracy": 0.7487720163594138, "iteration": 267639, "loss_box_reg": 0.16866736207157373, "loss_cls": 0.12203721003606915, "loss_mask": 0.20618541166186333, "loss_rpn_cls": 0.019648876506835222, "loss_rpn_loc": 0.06935023446567357, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.908749782126466, "mask_rcnn/false_negative": 0.08024466105319303, "mask_rcnn/false_positive": 0.10282916758216545, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.125, "rpn/num_pos_anchors": 36.875, "time": 0.9892030069604516, "total_loss": 0.5915751777938567}
{"data_time": 0.01577336760237813, "eta_seconds": 2342.4090622365475, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.22154266921708782, "fast_rcnn/fg_cls_accuracy": 0.7536347517730496, "iteration": 267659, "loss_box_reg": 0.19418788701295853, "loss_cls": 0.13794041378423572, "loss_mask": 0.21246162615716457, "loss_rpn_cls": 0.0247747820103541, "loss_rpn_loc": 0.05618938466068357, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134306210199068, "mask_rcnn/false_negative": 0.07488587968333747, "mask_rcnn/false_positive": 0.10228618801029243, "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": 1.0057534407824278, "total_loss": 0.6258974442025647}
{"data_time": 0.01842791587114334, "eta_seconds": 2322.3884719610214, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.26118538793557217, "fast_rcnn/fg_cls_accuracy": 0.7259552042160737, "iteration": 267679, "loss_box_reg": 0.18327565398067236, "loss_cls": 0.13690061774104834, "loss_mask": 0.2187417522072792, "loss_rpn_cls": 0.02008634019875899, "loss_rpn_loc": 0.04683562181890011, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8967605395401668, "mask_rcnn/false_negative": 0.09648855579475575, "mask_rcnn/false_positive": 0.09666321825656624, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.125, "rpn/num_pos_anchors": 38.875, "time": 1.0060870693996549, "total_loss": 0.6077122226706706}
{"data_time": 0.014692242257297039, "eta_seconds": 2305.1814730279148, "fast_rcnn/cls_accuracy": 0.941162109375, "fast_rcnn/false_negative": 0.24723188864283457, "fast_rcnn/fg_cls_accuracy": 0.7263699954304194, "iteration": 267699, "loss_box_reg": 0.22922160103917122, "loss_cls": 0.16149636777117848, "loss_mask": 0.22573085315525532, "loss_rpn_cls": 0.01956669575702108, "loss_rpn_loc": 0.06770728214178234, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062116888480662, "mask_rcnn/false_negative": 0.08746531333536733, "mask_rcnn/false_positive": 0.10299504812317878, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 1.0396247073076665, "total_loss": 0.7123690497828647}
{"data_time": 0.01741124875843525, "eta_seconds": 2281.2947483360767, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2588309456866158, "fast_rcnn/fg_cls_accuracy": 0.7343910385147498, "iteration": 267719, "loss_box_reg": 0.20187970343977213, "loss_cls": 0.14321810053661466, "loss_mask": 0.22114720568060875, "loss_rpn_cls": 0.026374722830951214, "loss_rpn_loc": 0.056668930221349, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9014012210195109, "mask_rcnn/false_negative": 0.09065253386663247, "mask_rcnn/false_positive": 0.09035744536790867, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.9934285208582878, "total_loss": 0.668454325030325}
{"data_time": 0.016087328549474478, "eta_seconds": 2261.7660400643945, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.2382154882154882, "fast_rcnn/fg_cls_accuracy": 0.740772707112118, "iteration": 267739, "loss_box_reg": 0.18355487752705812, "loss_cls": 0.1331276772543788, "loss_mask": 0.2199253812432289, "loss_rpn_cls": 0.023445232858648524, "loss_rpn_loc": 0.056864815240260214, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9090289302120549, "mask_rcnn/false_negative": 0.0835893423798626, "mask_rcnn/false_positive": 0.09235564091149145, "roi_head/num_bg_samples": 450.125, "roi_head/num_fg_samples": 61.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.9805266442708671, "total_loss": 0.5989048816263676}
{"data_time": 0.01486571691930294, "eta_seconds": 2242.3061108589172, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.23250089509488003, "fast_rcnn/fg_cls_accuracy": 0.7187782192523027, "iteration": 267759, "loss_box_reg": 0.1873164838179946, "loss_cls": 0.13178775273263454, "loss_mask": 0.21154040470719337, "loss_rpn_cls": 0.02319561457261443, "loss_rpn_loc": 0.06141754871350713, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083667403194782, "mask_rcnn/false_negative": 0.08964176806042387, "mask_rcnn/false_positive": 0.09365935015502375, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 1.0019045695662498, "total_loss": 0.6230152101197746}
{"data_time": 0.017928491346538067, "eta_seconds": 2222.5806417223066, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.21487189491481337, "fast_rcnn/fg_cls_accuracy": 0.764717611758897, "iteration": 267779, "loss_box_reg": 0.1933079082518816, "loss_cls": 0.14245498552918434, "loss_mask": 0.2133478969335556, "loss_rpn_cls": 0.024339038995094597, "loss_rpn_loc": 0.0692154043354094, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9079824397578822, "mask_rcnn/false_negative": 0.0838587205379288, "mask_rcnn/false_positive": 0.0997193742458378, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.9798961575143039, "total_loss": 0.6651087792124599}
{"data_time": 0.016802392899990082, "eta_seconds": 2204.0448130108416, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22161414937130736, "fast_rcnn/fg_cls_accuracy": 0.7613624037314242, "iteration": 267799, "loss_box_reg": 0.1972168330103159, "loss_cls": 0.14121432043612003, "loss_mask": 0.21667048335075378, "loss_rpn_cls": 0.02230346284341067, "loss_rpn_loc": 0.05506916902959347, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9142510888779545, "mask_rcnn/false_negative": 0.07996678426450386, "mask_rcnn/false_positive": 0.08178447739368325, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0049180872738361, "total_loss": 0.6259112232364714}
{"data_time": 0.019110566936433315, "eta_seconds": 2184.0080419834703, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.2281297134238311, "fast_rcnn/fg_cls_accuracy": 0.7662947739283618, "iteration": 267819, "loss_box_reg": 0.18456819280982018, "loss_cls": 0.14480779133737087, "loss_mask": 0.21460093557834625, "loss_rpn_cls": 0.02267531503457576, "loss_rpn_loc": 0.056340320385061204, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9110748529018858, "mask_rcnn/false_negative": 0.08141103479409144, "mask_rcnn/false_positive": 0.10039777777189657, "roi_head/num_bg_samples": 438.625, "roi_head/num_fg_samples": 73.375, "rpn/num_neg_anchors": 229.875, "rpn/num_pos_anchors": 26.125, "time": 1.0505735450424254, "total_loss": 0.620162237319164}
{"data_time": 0.029679425060749054, "eta_seconds": 2161.92216116935, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23672892915309446, "fast_rcnn/fg_cls_accuracy": 0.7516365706334398, "iteration": 267839, "loss_box_reg": 0.18431482836604118, "loss_cls": 0.1347853373736143, "loss_mask": 0.21510571334511042, "loss_rpn_cls": 0.02396430680528283, "loss_rpn_loc": 0.06634822289925069, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054514182903686, "mask_rcnn/false_negative": 0.08979118143921008, "mask_rcnn/false_positive": 0.0988957191577804, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9760259590111673, "total_loss": 0.6413337767589837}
{"data_time": 0.015317989513278008, "eta_seconds": 2142.4876456242055, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24486461251167133, "fast_rcnn/fg_cls_accuracy": 0.7290655536141849, "iteration": 267859, "loss_box_reg": 0.18735804967582226, "loss_cls": 0.13757065124809742, "loss_mask": 0.21905509568750858, "loss_rpn_cls": 0.025735538685694337, "loss_rpn_loc": 0.05434280401095748, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9004523184612142, "mask_rcnn/false_negative": 0.0866915540429761, "mask_rcnn/false_positive": 0.11069198034688518, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.028603333979845, "total_loss": 0.6413244435098022}
{"data_time": 0.016857275273650885, "eta_seconds": 2125.3395955637097, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.2568539588528678, "fast_rcnn/fg_cls_accuracy": 0.7133248967134402, "iteration": 267879, "loss_box_reg": 0.18658312782645226, "loss_cls": 0.14095084136351943, "loss_mask": 0.2080975640565157, "loss_rpn_cls": 0.024282371130539104, "loss_rpn_loc": 0.06219431897625327, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9038031149251083, "mask_rcnn/false_negative": 0.08865590413567806, "mask_rcnn/false_positive": 0.11376193475284642, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 1.0037176157347858, "total_loss": 0.6394428988569416}
{"data_time": 0.013417984824627638, "eta_seconds": 2102.3089135531336, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22714211076280041, "fast_rcnn/fg_cls_accuracy": 0.7469652062485939, "iteration": 267899, "loss_box_reg": 0.20792135782539845, "loss_cls": 0.1452817302197218, "loss_mask": 0.22281283140182495, "loss_rpn_cls": 0.022709448356181383, "loss_rpn_loc": 0.0703707542270422, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9131444131514105, "mask_rcnn/false_negative": 0.07823622465579033, "mask_rcnn/false_positive": 0.09096691074070291, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9896333352662623, "total_loss": 0.679043909709435}
{"data_time": 0.014650590717792511, "eta_seconds": 2081.8509700149298, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.2247080979284369, "fast_rcnn/fg_cls_accuracy": 0.7531378748682571, "iteration": 267919, "loss_box_reg": 0.19166213646531105, "loss_cls": 0.1413499778136611, "loss_mask": 0.21188792400062084, "loss_rpn_cls": 0.02697003702633083, "loss_rpn_loc": 0.06984969275072217, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9144440143904123, "mask_rcnn/false_negative": 0.0784358319914874, "mask_rcnn/false_positive": 0.10104491173228519, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9781722887419164, "total_loss": 0.63113575958414}
{"data_time": 0.017137890681624413, "eta_seconds": 2061.557107102126, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2178876315267024, "fast_rcnn/fg_cls_accuracy": 0.7645920190589637, "iteration": 267939, "loss_box_reg": 0.18931290041655302, "loss_cls": 0.1413606284186244, "loss_mask": 0.22479059733450413, "loss_rpn_cls": 0.02660200302489102, "loss_rpn_loc": 0.0730822894256562, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9127838533090011, "mask_rcnn/false_negative": 0.07891258458680875, "mask_rcnn/false_positive": 0.09478256528605059, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.018736775033176, "total_loss": 0.6579338682931848}
{"data_time": 0.02472801599651575, "eta_seconds": 2042.2429445944726, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2143213769544081, "fast_rcnn/fg_cls_accuracy": 0.7697968795996468, "iteration": 267959, "loss_box_reg": 0.174625214189291, "loss_cls": 0.12866664212197065, "loss_mask": 0.19672146905213594, "loss_rpn_cls": 0.019113805145025253, "loss_rpn_loc": 0.06447160197421908, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.901232605397051, "mask_rcnn/false_negative": 0.09583109197581804, "mask_rcnn/false_positive": 0.10115529866036421, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.125, "rpn/num_pos_anchors": 25.875, "time": 1.006529267411679, "total_loss": 0.5947078616009094}
{"data_time": 0.015284941997379065, "eta_seconds": 2023.0234790686518, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.23996116535383552, "fast_rcnn/fg_cls_accuracy": 0.7503473249546548, "iteration": 267979, "loss_box_reg": 0.2092484962195158, "loss_cls": 0.14459306048229337, "loss_mask": 0.2210290301591158, "loss_rpn_cls": 0.023916200269013643, "loss_rpn_loc": 0.06922910618595779, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9106134758678304, "mask_rcnn/false_negative": 0.0835265660026322, "mask_rcnn/false_positive": 0.09765565111529798, "roi_head/num_bg_samples": 430.125, "roi_head/num_fg_samples": 81.875, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 1.021107014734298, "total_loss": 0.6797706031939015}
{"data_time": 0.015549420844763517, "eta_seconds": 2005.0373543053865, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2263454861111111, "fast_rcnn/fg_cls_accuracy": 0.7511202608858859, "iteration": 267999, "loss_box_reg": 0.19980891235172749, "loss_cls": 0.1523108584806323, "loss_mask": 0.21150113083422184, "loss_rpn_cls": 0.02606963086873293, "loss_rpn_loc": 0.06697183777578175, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9070831035116749, "mask_rcnn/false_negative": 0.07957178865721964, "mask_rcnn/false_positive": 0.11142868573384418, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 218.875, "rpn/num_pos_anchors": 37.125, "time": 1.0400267485529184, "total_loss": 0.6616195782553405}
{"data_time": 0.017492903862148523, "eta_seconds": 1985.8065843768418, "fast_rcnn/cls_accuracy": 0.950927734375, "fast_rcnn/false_negative": 0.2332437103898598, "fast_rcnn/fg_cls_accuracy": 0.7504448398576513, "iteration": 268019, "loss_box_reg": 0.18665329925715923, "loss_cls": 0.14457236602902412, "loss_mask": 0.2164633460342884, "loss_rpn_cls": 0.024292201560456306, "loss_rpn_loc": 0.07529589626938105, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9021146167275792, "mask_rcnn/false_negative": 0.09444012609052954, "mask_rcnn/false_positive": 0.10637732358384033, "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": 1.0183966127224267, "total_loss": 0.6483911413233727}
{"data_time": 0.01621795305982232, "eta_seconds": 1965.9797732532024, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.22361208844116887, "fast_rcnn/fg_cls_accuracy": 0.7689344839080035, "iteration": 268039, "loss_box_reg": 0.20932718459516764, "loss_cls": 0.15662438701838255, "loss_mask": 0.21741667203605175, "loss_rpn_cls": 0.024478054605424404, "loss_rpn_loc": 0.06782587259658612, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9118403668961037, "mask_rcnn/false_negative": 0.08013829824057626, "mask_rcnn/false_positive": 0.09592301070714199, "roi_head/num_bg_samples": 428.625, "roi_head/num_fg_samples": 83.375, "rpn/num_neg_anchors": 219.375, "rpn/num_pos_anchors": 36.625, "time": 1.0013915579766035, "total_loss": 0.6870773398550227}
{"data_time": 0.014690112322568893, "eta_seconds": 1946.0996801685542, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22783344106873518, "fast_rcnn/fg_cls_accuracy": 0.7534615384615384, "iteration": 268059, "loss_box_reg": 0.19041895121335983, "loss_cls": 0.14331807754933834, "loss_mask": 0.2138556782156229, "loss_rpn_cls": 0.02195948947337456, "loss_rpn_loc": 0.06483783712610602, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9094975249715271, "mask_rcnn/false_negative": 0.0847109697701024, "mask_rcnn/false_positive": 0.082489418987816, "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": 0.986017030198127, "total_loss": 0.6303140997188166}
{"data_time": 0.01620666729286313, "eta_seconds": 1925.6306272745132, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23965364781691312, "fast_rcnn/fg_cls_accuracy": 0.7387413932138205, "iteration": 268079, "loss_box_reg": 0.18191712256520987, "loss_cls": 0.1413099393248558, "loss_mask": 0.21393807791173458, "loss_rpn_cls": 0.02392180541937705, "loss_rpn_loc": 0.07024654746055603, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.907739208566687, "mask_rcnn/false_negative": 0.08076183725045454, "mask_rcnn/false_positive": 0.10190894813086931, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 224.375, "rpn/num_pos_anchors": 31.625, "time": 0.9700207435525954, "total_loss": 0.6303403255878948}
{"data_time": 0.01513327332213521, "eta_seconds": 1904.7854865901172, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.18962581502554093, "fast_rcnn/fg_cls_accuracy": 0.7854403409090909, "iteration": 268099, "loss_box_reg": 0.18086462281644344, "loss_cls": 0.12878448609262705, "loss_mask": 0.20475828275084496, "loss_rpn_cls": 0.02275963270221837, "loss_rpn_loc": 0.06406137917656451, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9070596226761996, "mask_rcnn/false_negative": 0.088440306696253, "mask_rcnn/false_positive": 0.10228403545528084, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.9966145888902247, "total_loss": 0.6300720463041216}
{"data_time": 0.015486483462154865, "eta_seconds": 1884.3780941702425, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2068243028128415, "fast_rcnn/fg_cls_accuracy": 0.7808702119046946, "iteration": 268119, "loss_box_reg": 0.21140173822641373, "loss_cls": 0.14104377757757902, "loss_mask": 0.21079717203974724, "loss_rpn_cls": 0.025007574120536447, "loss_rpn_loc": 0.0784239403437823, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9177936822494903, "mask_rcnn/false_negative": 0.07345071580188808, "mask_rcnn/false_positive": 0.09844116160394065, "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": 1.0014454470947385, "total_loss": 0.6723925273108762}
{"data_time": 0.01508182194083929, "eta_seconds": 1863.7138467561454, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22806421152030215, "fast_rcnn/fg_cls_accuracy": 0.7556858612032276, "iteration": 268139, "loss_box_reg": 0.21266301721334457, "loss_cls": 0.15354708582162857, "loss_mask": 0.21499140560626984, "loss_rpn_cls": 0.025909942807629704, "loss_rpn_loc": 0.07988507684785873, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9099188512213554, "mask_rcnn/false_negative": 0.08181067555239518, "mask_rcnn/false_positive": 0.09591030081253125, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9817729131318629, "total_loss": 0.6668972856132314}
{"data_time": 0.013571542222052813, "eta_seconds": 1842.1389102563262, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24604375383357185, "fast_rcnn/fg_cls_accuracy": 0.7386158116214523, "iteration": 268159, "loss_box_reg": 0.20072806626558304, "loss_cls": 0.13832172844558954, "loss_mask": 0.21414056606590748, "loss_rpn_cls": 0.022165736590977758, "loss_rpn_loc": 0.05971746752038598, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.909327843901717, "mask_rcnn/false_negative": 0.07903211014883768, "mask_rcnn/false_positive": 0.1091762971927717, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0005356264300644, "total_loss": 0.6459657771047205}
{"data_time": 0.01713535003364086, "eta_seconds": 1821.8853224813938, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.21951625693893734, "fast_rcnn/fg_cls_accuracy": 0.7482635206786851, "iteration": 268179, "loss_box_reg": 0.19346799980849028, "loss_cls": 0.13863300159573555, "loss_mask": 0.20971864089369774, "loss_rpn_cls": 0.01973312854534015, "loss_rpn_loc": 0.05816570855677128, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9095811238406752, "mask_rcnn/false_negative": 0.07896022974098094, "mask_rcnn/false_positive": 0.10686072699185681, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 220.625, "rpn/num_pos_anchors": 35.375, "time": 0.9938677093014121, "total_loss": 0.6285246141778771}
{"data_time": 0.016613935586065054, "eta_seconds": 1802.0924122072756, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.19428815432532903, "fast_rcnn/fg_cls_accuracy": 0.7888915690002554, "iteration": 268199, "loss_box_reg": 0.18239989411085844, "loss_cls": 0.13295793440192938, "loss_mask": 0.2021374236792326, "loss_rpn_cls": 0.026198235267656855, "loss_rpn_loc": 0.07708775001810864, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9165802181877098, "mask_rcnn/false_negative": 0.06963515194292702, "mask_rcnn/false_positive": 0.09864892979122623, "roi_head/num_bg_samples": 445.875, "roi_head/num_fg_samples": 66.125, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 1.017391218803823, "total_loss": 0.6186443527112715}
{"data_time": 0.0173696163110435, "eta_seconds": 1783.941962895915, "fast_rcnn/cls_accuracy": 0.960693359375, "fast_rcnn/false_negative": 0.2403209076861201, "fast_rcnn/fg_cls_accuracy": 0.7477766958779617, "iteration": 268219, "loss_box_reg": 0.18667592480778694, "loss_cls": 0.1376208858564496, "loss_mask": 0.20752190053462982, "loss_rpn_cls": 0.023467645805794746, "loss_rpn_loc": 0.061636113096028566, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9215380371694954, "mask_rcnn/false_negative": 0.0690243409113345, "mask_rcnn/false_positive": 0.08424064789176997, "roi_head/num_bg_samples": 445.375, "roi_head/num_fg_samples": 66.625, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 1.0119068203493953, "total_loss": 0.6197962137812283}
{"data_time": 0.017299809958785772, "eta_seconds": 1761.8231689929962, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.1981335968013338, "fast_rcnn/fg_cls_accuracy": 0.7920052574432825, "iteration": 268239, "loss_box_reg": 0.18058695271611214, "loss_cls": 0.13076646300032735, "loss_mask": 0.21305194403976202, "loss_rpn_cls": 0.024821072758641094, "loss_rpn_loc": 0.05985761620104313, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9191303953057792, "mask_rcnn/false_negative": 0.07959903248557865, "mask_rcnn/false_positive": 0.08356455718996564, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 222.125, "rpn/num_pos_anchors": 33.875, "time": 0.9564782851375639, "total_loss": 0.604510725941509}
{"data_time": 0.016188067849725485, "eta_seconds": 1741.7009048815817, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.22646153846153846, "fast_rcnn/fg_cls_accuracy": 0.7578862314156432, "iteration": 268259, "loss_box_reg": 0.18917452916502953, "loss_cls": 0.13455255888402462, "loss_mask": 0.2073604017496109, "loss_rpn_cls": 0.02491428516805172, "loss_rpn_loc": 0.06727090734057128, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9031362661768154, "mask_rcnn/false_negative": 0.08768153893679967, "mask_rcnn/false_positive": 0.11453437629886981, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.9845905709080398, "total_loss": 0.6475122845149599}
{"data_time": 0.016791661735624075, "eta_seconds": 1724.3321247026324, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.24160266257040452, "fast_rcnn/fg_cls_accuracy": 0.7431124888979983, "iteration": 268279, "loss_box_reg": 0.20839501451700926, "loss_cls": 0.14304753998294473, "loss_mask": 0.22000913880765438, "loss_rpn_cls": 0.023408832727000117, "loss_rpn_loc": 0.06442821840755641, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9110811099331507, "mask_rcnn/false_negative": 0.08533370369078552, "mask_rcnn/false_positive": 0.09622039446058733, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.025609076488763, "total_loss": 0.6565400168765336}
{"data_time": 0.015179512090981007, "eta_seconds": 1704.7858819831163, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2470417256846081, "fast_rcnn/fg_cls_accuracy": 0.7445161490490522, "iteration": 268299, "loss_box_reg": 0.17932078801095486, "loss_cls": 0.13518002955242991, "loss_mask": 0.21210744976997375, "loss_rpn_cls": 0.02732121618464589, "loss_rpn_loc": 0.06845272984355688, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028807356275843, "mask_rcnn/false_negative": 0.09575042096323431, "mask_rcnn/false_positive": 0.09281535360385076, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9989549648016691, "total_loss": 0.6205741511948872}
{"data_time": 0.016797608230262995, "eta_seconds": 1685.116198696196, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.21726101288582558, "fast_rcnn/fg_cls_accuracy": 0.7777903983038013, "iteration": 268319, "loss_box_reg": 0.19374454021453857, "loss_cls": 0.12762914551422, "loss_mask": 0.2115968707948923, "loss_rpn_cls": 0.021264675073325634, "loss_rpn_loc": 0.06156445073429495, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9025664039577492, "mask_rcnn/false_negative": 0.08745561896432041, "mask_rcnn/false_positive": 0.10107233055340087, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.625, "rpn/num_pos_anchors": 31.375, "time": 1.0489205410704017, "total_loss": 0.6158191026479471}
{"data_time": 0.018874625209718943, "eta_seconds": 1665.9323193412274, "fast_rcnn/cls_accuracy": 0.949462890625, "fast_rcnn/false_negative": 0.23650003014227153, "fast_rcnn/fg_cls_accuracy": 0.7457949782966622, "iteration": 268339, "loss_box_reg": 0.20336467772722244, "loss_cls": 0.1429052553139627, "loss_mask": 0.21946855634450912, "loss_rpn_cls": 0.023604512796737254, "loss_rpn_loc": 0.06915408093482256, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9078339158147887, "mask_rcnn/false_negative": 0.0906064466722315, "mask_rcnn/false_positive": 0.09452678171247605, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 1.0436566649004817, "total_loss": 0.6479931398644112}
{"data_time": 0.016056151129305363, "eta_seconds": 1646.620815563947, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.179255964887706, "fast_rcnn/fg_cls_accuracy": 0.7980927485719818, "iteration": 268359, "loss_box_reg": 0.1957447174936533, "loss_cls": 0.14064646791666746, "loss_mask": 0.20384511537849903, "loss_rpn_cls": 0.024361461750231683, "loss_rpn_loc": 0.06663827924057841, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9237141112240098, "mask_rcnn/false_negative": 0.07525677579331955, "mask_rcnn/false_positive": 0.08702835701734482, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 1.009538623970002, "total_loss": 0.6562731948797591}
{"data_time": 0.01525920769199729, "eta_seconds": 1626.540073910728, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.20816666666666667, "fast_rcnn/fg_cls_accuracy": 0.7550212765957447, "iteration": 268379, "loss_box_reg": 0.18635311909019947, "loss_cls": 0.15087761590257287, "loss_mask": 0.21928728185594082, "loss_rpn_cls": 0.021427021245472133, "loss_rpn_loc": 0.06067190528847277, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9129640838098156, "mask_rcnn/false_negative": 0.07709767168085888, "mask_rcnn/false_positive": 0.1021405659776072, "roi_head/num_bg_samples": 449.625, "roi_head/num_fg_samples": 62.375, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9669324313290417, "total_loss": 0.6187600949779153}
{"data_time": 0.013044099323451519, "eta_seconds": 1606.8953096866608, "fast_rcnn/cls_accuracy": 0.945556640625, "fast_rcnn/false_negative": 0.2309567166269786, "fast_rcnn/fg_cls_accuracy": 0.7398243278320649, "iteration": 268399, "loss_box_reg": 0.19786685891449451, "loss_cls": 0.1372395702637732, "loss_mask": 0.22146787494421005, "loss_rpn_cls": 0.0248589601542335, "loss_rpn_loc": 0.062383273616433144, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9135402828062053, "mask_rcnn/false_negative": 0.08806128961945126, "mask_rcnn/false_positive": 0.09377375540780292, "roi_head/num_bg_samples": 439.625, "roi_head/num_fg_samples": 72.375, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 1.0566942319273949, "total_loss": 0.660917559376685}
{"data_time": 0.013207387644797564, "eta_seconds": 1586.8091183155775, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.262752617848255, "fast_rcnn/fg_cls_accuracy": 0.7225987740563129, "iteration": 268419, "loss_box_reg": 0.20673918910324574, "loss_cls": 0.15106364339590073, "loss_mask": 0.22233674116432667, "loss_rpn_cls": 0.025205275625921786, "loss_rpn_loc": 0.05736816965509206, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003334923496518, "mask_rcnn/false_negative": 0.09353215134177872, "mask_rcnn/false_positive": 0.10522143127448563, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 1.0045789466239512, "total_loss": 0.6572225848358357}
{"data_time": 0.017294098623096943, "eta_seconds": 1566.7229269444942, "fast_rcnn/cls_accuracy": 0.954833984375, "fast_rcnn/false_negative": 0.22666312649703982, "fast_rcnn/fg_cls_accuracy": 0.7710432955213089, "iteration": 268439, "loss_box_reg": 0.1888951826840639, "loss_cls": 0.1332008303143084, "loss_mask": 0.21175347454845905, "loss_rpn_cls": 0.021682952996343374, "loss_rpn_loc": 0.07296005968237296, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9163407603791274, "mask_rcnn/false_negative": 0.07407128369950798, "mask_rcnn/false_positive": 0.10054968587426956, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.375, "rpn/num_pos_anchors": 38.625, "time": 1.031138211954385, "total_loss": 0.6348780172993429}
{"data_time": 0.01717822253704071, "eta_seconds": 1546.4067872613668, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.25691526610644255, "fast_rcnn/fg_cls_accuracy": 0.7140063099574205, "iteration": 268459, "loss_box_reg": 0.2017517127096653, "loss_cls": 0.1381346583366394, "loss_mask": 0.21653803810477257, "loss_rpn_cls": 0.027752290247008204, "loss_rpn_loc": 0.06065193796530366, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003933153858766, "mask_rcnn/false_negative": 0.09272820103586943, "mask_rcnn/false_positive": 0.10753878151480539, "roi_head/num_bg_samples": 425.625, "roi_head/num_fg_samples": 86.375, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 1.0045212181285024, "total_loss": 0.6606742658186704}
{"data_time": 0.019661763217300177, "eta_seconds": 1525.0325512886047, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.20813492063492062, "fast_rcnn/fg_cls_accuracy": 0.7692829457364341, "iteration": 268479, "loss_box_reg": 0.16686330176889896, "loss_cls": 0.12426454806700349, "loss_mask": 0.20572764612734318, "loss_rpn_cls": 0.02375747059704736, "loss_rpn_loc": 0.05548612866550684, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9065747567097235, "mask_rcnn/false_negative": 0.08630149853815386, "mask_rcnn/false_positive": 0.09833453556135349, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9593046912923455, "total_loss": 0.568933120543079}
{"data_time": 0.01850359747186303, "eta_seconds": 1504.7532299067825, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2118216907591009, "fast_rcnn/fg_cls_accuracy": 0.7683695360686511, "iteration": 268499, "loss_box_reg": 0.18802307732403278, "loss_cls": 0.1383717693388462, "loss_mask": 0.20797552168369293, "loss_rpn_cls": 0.02464340825099498, "loss_rpn_loc": 0.053126826183870435, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9214264821127162, "mask_rcnn/false_negative": 0.06445449621253341, "mask_rcnn/false_positive": 0.09474914710858612, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.625, "rpn/num_pos_anchors": 33.375, "time": 0.9785704012028873, "total_loss": 0.6071942405542359}
{"data_time": 0.017103904858231544, "eta_seconds": 1484.9001157283783, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.16453979752948827, "fast_rcnn/fg_cls_accuracy": 0.8150080812745324, "iteration": 268519, "loss_box_reg": 0.18727522483095527, "loss_cls": 0.13778916746377945, "loss_mask": 0.21419589035212994, "loss_rpn_cls": 0.022473604942206293, "loss_rpn_loc": 0.05912846821593121, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9170002653824141, "mask_rcnn/false_negative": 0.07597878437738287, "mask_rcnn/false_positive": 0.09366357225775623, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 1.0115964659489691, "total_loss": 0.6535865687183104}
{"data_time": 0.022230915259569883, "eta_seconds": 1464.833897948265, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23118245790399597, "fast_rcnn/fg_cls_accuracy": 0.7546912959705119, "iteration": 268539, "loss_box_reg": 0.20540102198719978, "loss_cls": 0.15141044650226831, "loss_mask": 0.21686339005827904, "loss_rpn_cls": 0.023519635782577097, "loss_rpn_loc": 0.06777831050567329, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9004954886400431, "mask_rcnn/false_negative": 0.08095122652216095, "mask_rcnn/false_positive": 0.11112019632603871, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 1.0109338369220495, "total_loss": 0.6907180341950152}
{"data_time": 0.01890964899212122, "eta_seconds": 1445.3506227582693, "fast_rcnn/cls_accuracy": 0.938720703125, "fast_rcnn/false_negative": 0.22405157264619924, "fast_rcnn/fg_cls_accuracy": 0.7516758241758241, "iteration": 268559, "loss_box_reg": 0.19935157895088196, "loss_cls": 0.13823762070387602, "loss_mask": 0.22606221958994865, "loss_rpn_cls": 0.02407346444670111, "loss_rpn_loc": 0.05638411804102361, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904700747493384, "mask_rcnn/false_negative": 0.08961499311818841, "mask_rcnn/false_positive": 0.0982670410531763, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0213213176466525, "total_loss": 0.6465937376779038}
{"data_time": 0.023148824460804462, "eta_seconds": 1425.2763085532933, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2584249177436315, "fast_rcnn/fg_cls_accuracy": 0.7056803435215175, "iteration": 268579, "loss_box_reg": 0.20082607120275497, "loss_cls": 0.1499655656516552, "loss_mask": 0.21707497723400593, "loss_rpn_cls": 0.020948067889548838, "loss_rpn_loc": 0.055013463366776705, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9088339827091849, "mask_rcnn/false_negative": 0.0845111928766367, "mask_rcnn/false_positive": 0.09690803873013175, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 0.9971555359661579, "total_loss": 0.6522028371691704}
{"data_time": 0.01334381802007556, "eta_seconds": 1405.824352055788, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.22395636866591223, "fast_rcnn/fg_cls_accuracy": 0.770643889232218, "iteration": 268599, "loss_box_reg": 0.1959318956360221, "loss_cls": 0.13292070012539625, "loss_mask": 0.21312122605741024, "loss_rpn_cls": 0.025261586299166083, "loss_rpn_loc": 0.0710399093804881, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9096706597262317, "mask_rcnn/false_negative": 0.08061662139102568, "mask_rcnn/false_positive": 0.0953520747797342, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 217.875, "rpn/num_pos_anchors": 38.125, "time": 1.0102580073289573, "total_loss": 0.6429475547629409}
{"data_time": 0.014918144326657057, "eta_seconds": 1385.3760074917227, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.19160951996772893, "fast_rcnn/fg_cls_accuracy": 0.7828111541774332, "iteration": 268619, "loss_box_reg": 0.20281471870839596, "loss_cls": 0.14603022951632738, "loss_mask": 0.22710620425641537, "loss_rpn_cls": 0.02363038994371891, "loss_rpn_loc": 0.06761681893840432, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9189502361660309, "mask_rcnn/false_negative": 0.07472854859621006, "mask_rcnn/false_positive": 0.09267302011087214, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.9992864029482007, "total_loss": 0.667717894539237}
{"data_time": 0.022260525729507208, "eta_seconds": 1365.4904324188828, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23441019262446633, "fast_rcnn/fg_cls_accuracy": 0.736594124829419, "iteration": 268639, "loss_box_reg": 0.20553747285157442, "loss_cls": 0.14657762553542852, "loss_mask": 0.21947861276566982, "loss_rpn_cls": 0.022101940005086362, "loss_rpn_loc": 0.061967903457116336, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9105332274910665, "mask_rcnn/false_negative": 0.08397655637709103, "mask_rcnn/false_positive": 0.09531834578520182, "roi_head/num_bg_samples": 455.125, "roi_head/num_fg_samples": 56.875, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 1.0012022443115711, "total_loss": 0.6337232302757911}
{"data_time": 0.016569022089242935, "eta_seconds": 1345.2201811876148, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.236720737913486, "fast_rcnn/fg_cls_accuracy": 0.7558243283434123, "iteration": 268659, "loss_box_reg": 0.20014632865786552, "loss_cls": 0.14470790419727564, "loss_mask": 0.21802703198045492, "loss_rpn_cls": 0.024542059167288244, "loss_rpn_loc": 0.06574051873758435, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035530797335516, "mask_rcnn/false_negative": 0.09018643526425217, "mask_rcnn/false_positive": 0.09653574376454269, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 0.9759072326123714, "total_loss": 0.6832053487887606}
{"data_time": 0.017039412166923285, "eta_seconds": 1324.9156866967678, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2128511911120607, "fast_rcnn/fg_cls_accuracy": 0.7673427071859004, "iteration": 268679, "loss_box_reg": 0.19351652450859547, "loss_cls": 0.13951619062572718, "loss_mask": 0.207219822332263, "loss_rpn_cls": 0.02538986993022263, "loss_rpn_loc": 0.06311323819682002, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9107009991496599, "mask_rcnn/false_negative": 0.08589271262633423, "mask_rcnn/false_positive": 0.08913746360338158, "roi_head/num_bg_samples": 448.125, "roi_head/num_fg_samples": 63.875, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 1.0035038823261857, "total_loss": 0.6195886548812268}
{"data_time": 0.015034572687000036, "eta_seconds": 1303.9589632768184, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.24781452579989227, "fast_rcnn/fg_cls_accuracy": 0.7313938174047016, "iteration": 268699, "loss_box_reg": 0.1683237161487341, "loss_cls": 0.1306448569521308, "loss_mask": 0.22125688940286636, "loss_rpn_cls": 0.02319607581011951, "loss_rpn_loc": 0.053209197241812944, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9036104101633438, "mask_rcnn/false_negative": 0.09145366200391394, "mask_rcnn/false_positive": 0.10743585124382844, "roi_head/num_bg_samples": 443.875, "roi_head/num_fg_samples": 68.125, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9675359530374408, "total_loss": 0.6035649246769026}
{"data_time": 0.01605037320405245, "eta_seconds": 1283.5392022132874, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2582303097652452, "fast_rcnn/fg_cls_accuracy": 0.7368688802030865, "iteration": 268719, "loss_box_reg": 0.16770077496767044, "loss_cls": 0.13575223833322525, "loss_mask": 0.2081440594047308, "loss_rpn_cls": 0.02361951128114015, "loss_rpn_loc": 0.062015643110498786, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9008052688828738, "mask_rcnn/false_negative": 0.09483223029186431, "mask_rcnn/false_positive": 0.09859794317720112, "roi_head/num_bg_samples": 439.875, "roi_head/num_fg_samples": 72.125, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 0.9678455516695976, "total_loss": 0.5931082974711899}
{"data_time": 0.01513141579926014, "eta_seconds": 1263.7232030835003, "fast_rcnn/cls_accuracy": 0.942626953125, "fast_rcnn/false_negative": 0.24556587837837837, "fast_rcnn/fg_cls_accuracy": 0.7268639053254438, "iteration": 268739, "loss_box_reg": 0.19268884882330894, "loss_cls": 0.13661096058785915, "loss_mask": 0.21867471560835838, "loss_rpn_cls": 0.019653100229334086, "loss_rpn_loc": 0.065017846878618, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9054231938313737, "mask_rcnn/false_negative": 0.08157966332592745, "mask_rcnn/false_positive": 0.1186740389891173, "roi_head/num_bg_samples": 434.625, "roi_head/num_fg_samples": 77.375, "rpn/num_neg_anchors": 219.875, "rpn/num_pos_anchors": 36.125, "time": 1.007260624319315, "total_loss": 0.6382330176711548}
{"data_time": 0.014551612548530102, "eta_seconds": 1243.1931216083467, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.23778366308355403, "fast_rcnn/fg_cls_accuracy": 0.7473489689475321, "iteration": 268759, "loss_box_reg": 0.19767786376178265, "loss_cls": 0.15655536763370037, "loss_mask": 0.22315755672752857, "loss_rpn_cls": 0.021547677810303867, "loss_rpn_loc": 0.049697539303451777, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8998622433838622, "mask_rcnn/false_negative": 0.08901005716684385, "mask_rcnn/false_positive": 0.10659699968302207, "roi_head/num_bg_samples": 445.125, "roi_head/num_fg_samples": 66.875, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.987242869567126, "total_loss": 0.6661892940755934}
{"data_time": 0.017118878662586212, "eta_seconds": 1223.6050061602145, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21220419202163623, "fast_rcnn/fg_cls_accuracy": 0.7556502242152466, "iteration": 268779, "loss_box_reg": 0.18538108468055725, "loss_cls": 0.1455615535378456, "loss_mask": 0.21478896029293537, "loss_rpn_cls": 0.0238858315278776, "loss_rpn_loc": 0.05799931369256228, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.919130797930109, "mask_rcnn/false_negative": 0.07636807770113738, "mask_rcnn/false_positive": 0.09807179728355561, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.9865029486827552, "total_loss": 0.6225321977981366}
{"data_time": 0.020014033652842045, "eta_seconds": 1203.0901176854968, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22373583260680036, "fast_rcnn/fg_cls_accuracy": 0.7585302844280746, "iteration": 268799, "loss_box_reg": 0.20413571083918214, "loss_cls": 0.15453591011464596, "loss_mask": 0.21456906013190746, "loss_rpn_cls": 0.021346777910366654, "loss_rpn_loc": 0.06372087181080133, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9105167521675439, "mask_rcnn/false_negative": 0.07835443152794042, "mask_rcnn/false_positive": 0.09873138475770885, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 233.375, "rpn/num_pos_anchors": 22.625, "time": 0.9985190355218947, "total_loss": 0.6752961367601529}
{"data_time": 0.01726359035819769, "eta_seconds": 1182.5021850131452, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2343014466390531, "fast_rcnn/fg_cls_accuracy": 0.7361989587367153, "iteration": 268819, "loss_box_reg": 0.19405466504395008, "loss_cls": 0.14363763621076941, "loss_mask": 0.21365899220108986, "loss_rpn_cls": 0.020926469704136252, "loss_rpn_loc": 0.054484581225551665, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9006206221262422, "mask_rcnn/false_negative": 0.095606741393931, "mask_rcnn/false_positive": 0.10010200558868002, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 215.875, "rpn/num_pos_anchors": 40.125, "time": 1.029436050914228, "total_loss": 0.6424037337274058}
{"data_time": 0.014802409801632166, "eta_seconds": 1163.4743547439575, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.27527107946269624, "fast_rcnn/fg_cls_accuracy": 0.7247289205373038, "iteration": 268839, "loss_box_reg": 0.18994932249188423, "loss_cls": 0.1447572261095047, "loss_mask": 0.21695762127637863, "loss_rpn_cls": 0.01973775972146541, "loss_rpn_loc": 0.06610481743700802, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9206749615869514, "mask_rcnn/false_negative": 0.07380657472136051, "mask_rcnn/false_positive": 0.09075811464093096, "roi_head/num_bg_samples": 438.875, "roi_head/num_fg_samples": 73.125, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 1.0094077778048813, "total_loss": 0.6404496110626496}
{"data_time": 0.01673920638859272, "eta_seconds": 1142.3090996593237, "fast_rcnn/cls_accuracy": 0.943603515625, "fast_rcnn/false_negative": 0.24309964634907427, "fast_rcnn/fg_cls_accuracy": 0.7367621076699231, "iteration": 268859, "loss_box_reg": 0.20362254232168198, "loss_cls": 0.14640967920422554, "loss_mask": 0.21431755274534225, "loss_rpn_cls": 0.02258389675989747, "loss_rpn_loc": 0.06691786670126021, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8992529425399225, "mask_rcnn/false_negative": 0.08745239683390368, "mask_rcnn/false_positive": 0.11248365925770396, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 210.375, "rpn/num_pos_anchors": 45.625, "time": 0.9730934635736048, "total_loss": 0.6629728118423373}
{"data_time": 0.020440892316401005, "eta_seconds": 1121.6466780006886, "fast_rcnn/cls_accuracy": 0.956298828125, "fast_rcnn/false_negative": 0.20844255626864322, "fast_rcnn/fg_cls_accuracy": 0.7781795173099522, "iteration": 268879, "loss_box_reg": 0.18502753879874945, "loss_cls": 0.13465512031689286, "loss_mask": 0.21225361712276936, "loss_rpn_cls": 0.02296570152975619, "loss_rpn_loc": 0.067944795882795, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9134310953022133, "mask_rcnn/false_negative": 0.08127545933532604, "mask_rcnn/false_positive": 0.08960929979229937, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9567382582463324, "total_loss": 0.6154471171321347}
{"data_time": 0.01545949513092637, "eta_seconds": 1102.332545351237, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2350251076040172, "fast_rcnn/fg_cls_accuracy": 0.7634505021520803, "iteration": 268899, "loss_box_reg": 0.20908375829458237, "loss_cls": 0.14541665464639664, "loss_mask": 0.21028728038072586, "loss_rpn_cls": 0.02335083037178265, "loss_rpn_loc": 0.07753226137720048, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9074781023212448, "mask_rcnn/false_negative": 0.09046689260227075, "mask_rcnn/false_positive": 0.09358783249314521, "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": 1.0134048708714545, "total_loss": 0.6479271339485422}
{"data_time": 0.017955784685909748, "eta_seconds": 1083.6861528083682, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21073825503355706, "fast_rcnn/fg_cls_accuracy": 0.7843234733615047, "iteration": 268919, "loss_box_reg": 0.2086693523451686, "loss_cls": 0.1484993235208094, "loss_mask": 0.21447152271866798, "loss_rpn_cls": 0.026099115784745663, "loss_rpn_loc": 0.07417002762667835, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9101190212415988, "mask_rcnn/false_negative": 0.0854186633409019, "mask_rcnn/false_positive": 0.0894040791122046, "roi_head/num_bg_samples": 435.375, "roi_head/num_fg_samples": 76.625, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 1.020118166692555, "total_loss": 0.6935788156697527}
{"data_time": 0.016555428504943848, "eta_seconds": 1062.3474610503763, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.22988372093023257, "fast_rcnn/fg_cls_accuracy": 0.7584496124031008, "iteration": 268939, "loss_box_reg": 0.18263420090079308, "loss_cls": 0.1393249249085784, "loss_mask": 0.21430001221597195, "loss_rpn_cls": 0.023501519463025033, "loss_rpn_loc": 0.05453409370966256, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9029250367755994, "mask_rcnn/false_negative": 0.07512152488861387, "mask_rcnn/false_positive": 0.10592547409133932, "roi_head/num_bg_samples": 446.125, "roi_head/num_fg_samples": 65.875, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.9480188610032201, "total_loss": 0.6157605206535663}
{"data_time": 0.016122401226311922, "eta_seconds": 1041.9385273009539, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.1789976724607537, "fast_rcnn/fg_cls_accuracy": 0.807950835413866, "iteration": 268959, "loss_box_reg": 0.18040619418025017, "loss_cls": 0.12395746540278196, "loss_mask": 0.20678725466132164, "loss_rpn_cls": 0.018482670187950134, "loss_rpn_loc": 0.04553168918937445, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9217997007415406, "mask_rcnn/false_negative": 0.06411424654449044, "mask_rcnn/false_positive": 0.09860889707120239, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 224.875, "rpn/num_pos_anchors": 31.125, "time": 0.9870141851715744, "total_loss": 0.5720760964904912}
{"data_time": 0.02580561162903905, "eta_seconds": 1021.4996531791985, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2430316514146587, "fast_rcnn/fg_cls_accuracy": 0.7509971150662904, "iteration": 268979, "loss_box_reg": 0.18107183650135994, "loss_cls": 0.1303797196596861, "loss_mask": 0.2195736989378929, "loss_rpn_cls": 0.021850391756743193, "loss_rpn_loc": 0.05362272169440985, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.900871222994123, "mask_rcnn/false_negative": 0.08249294326318987, "mask_rcnn/false_positive": 0.11278724185730302, "roi_head/num_bg_samples": 442.625, "roi_head/num_fg_samples": 69.375, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 1.0021502478048205, "total_loss": 0.6070691572967917}
{"data_time": 0.0180766386911273, "eta_seconds": 1000.5805646069348, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.2472403898353282, "fast_rcnn/fg_cls_accuracy": 0.7275533637013891, "iteration": 268999, "loss_box_reg": 0.17891775909811258, "loss_cls": 0.13609622279182076, "loss_mask": 0.22070929780602455, "loss_rpn_cls": 0.02246006380300969, "loss_rpn_loc": 0.07039575814269483, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8993609942168718, "mask_rcnn/false_negative": 0.09047241563458519, "mask_rcnn/false_positive": 0.09962231164854692, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9989174171350896, "total_loss": 0.6275345920585096}
{"data_time": 0.01437885919585824, "eta_seconds": 980.6835696939379, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23575629128957115, "fast_rcnn/fg_cls_accuracy": 0.7626186906546727, "iteration": 269019, "loss_box_reg": 0.18114884197711945, "loss_cls": 0.14237074088305235, "loss_mask": 0.2075402233749628, "loss_rpn_cls": 0.024614312627818435, "loss_rpn_loc": 0.07073243713239208, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9028362621672272, "mask_rcnn/false_negative": 0.09316063417043982, "mask_rcnn/false_positive": 0.09835989870251262, "roi_head/num_bg_samples": 437.375, "roi_head/num_fg_samples": 74.625, "rpn/num_neg_anchors": 226.625, "rpn/num_pos_anchors": 29.375, "time": 1.0146222151815891, "total_loss": 0.606569834111724}
{"data_time": 0.02358949277549982, "eta_seconds": 961.1541545391083, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.2729490022172949, "fast_rcnn/fg_cls_accuracy": 0.7131798923623038, "iteration": 269039, "loss_box_reg": 0.19333033496513963, "loss_cls": 0.13075558771379292, "loss_mask": 0.21421222761273384, "loss_rpn_cls": 0.02403813018463552, "loss_rpn_loc": 0.06610764708602801, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9182833560587433, "mask_rcnn/false_negative": 0.07283913065123213, "mask_rcnn/false_positive": 0.08187787689444412, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.125, "rpn/num_pos_anchors": 22.875, "time": 1.0277383159846067, "total_loss": 0.6485865525028203}
{"data_time": 0.02076140372082591, "eta_seconds": 941.9039944559336, "fast_rcnn/cls_accuracy": 0.943115234375, "fast_rcnn/false_negative": 0.2284688203362902, "fast_rcnn/fg_cls_accuracy": 0.7607484733454366, "iteration": 269059, "loss_box_reg": 0.20485478546470404, "loss_cls": 0.14293716195970774, "loss_mask": 0.21721197105944157, "loss_rpn_cls": 0.025635696831159294, "loss_rpn_loc": 0.07611759519204497, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9043503901053835, "mask_rcnn/false_negative": 0.07967313233536294, "mask_rcnn/false_positive": 0.11150710462710445, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 213.875, "rpn/num_pos_anchors": 42.125, "time": 1.0131806591525674, "total_loss": 0.6663246072130278}
{"data_time": 0.01733735715970397, "eta_seconds": 922.7350272424519, "fast_rcnn/cls_accuracy": 0.937744140625, "fast_rcnn/false_negative": 0.2451503243512974, "fast_rcnn/fg_cls_accuracy": 0.7417664670658682, "iteration": 269079, "loss_box_reg": 0.2067077849060297, "loss_cls": 0.14363898523151875, "loss_mask": 0.21618430316448212, "loss_rpn_cls": 0.02205277250322979, "loss_rpn_loc": 0.07000834960490465, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9034181601850814, "mask_rcnn/false_negative": 0.09577650942367788, "mask_rcnn/false_positive": 0.10736786920376482, "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": 1.01366360578686, "total_loss": 0.6594229571637698}
{"data_time": 0.014346916694194078, "eta_seconds": 902.0276481751353, "fast_rcnn/cls_accuracy": 0.951416015625, "fast_rcnn/false_negative": 0.22314727954971858, "fast_rcnn/fg_cls_accuracy": 0.7598854397634885, "iteration": 269099, "loss_box_reg": 0.2009168192744255, "loss_cls": 0.15107436571270227, "loss_mask": 0.2199187260121107, "loss_rpn_cls": 0.0221388537902385, "loss_rpn_loc": 0.06269371416419744, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9030130159339411, "mask_rcnn/false_negative": 0.08077558797020304, "mask_rcnn/false_positive": 0.1039583952175964, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 0.9821920157410204, "total_loss": 0.6703727489802986}
{"data_time": 0.018755886238068342, "eta_seconds": 882.6872175559402, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20913048810399804, "fast_rcnn/fg_cls_accuracy": 0.7764027149321266, "iteration": 269119, "loss_box_reg": 0.19025832507759333, "loss_cls": 0.13838258106261492, "loss_mask": 0.2120043057948351, "loss_rpn_cls": 0.02558922755997628, "loss_rpn_loc": 0.0638645098078996, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069250630361027, "mask_rcnn/false_negative": 0.09412073521538415, "mask_rcnn/false_positive": 0.09353984786919545, "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": 1.0295219807885587, "total_loss": 0.6255436933715828}
{"data_time": 0.015120881143957376, "eta_seconds": 862.8324438817799, "fast_rcnn/cls_accuracy": 0.947509765625, "fast_rcnn/false_negative": 0.20442219440967876, "fast_rcnn/fg_cls_accuracy": 0.7941482843137255, "iteration": 269139, "loss_box_reg": 0.18644406646490097, "loss_cls": 0.14103000611066818, "loss_mask": 0.2140746247023344, "loss_rpn_cls": 0.021670855465345085, "loss_rpn_loc": 0.06315416330471635, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9131379116703964, "mask_rcnn/false_negative": 0.07447073187329065, "mask_rcnn/false_positive": 0.09133349722826745, "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": 1.0191059177741408, "total_loss": 0.6442763087688945}
{"data_time": 0.01667762454599142, "eta_seconds": 842.950828447938, "fast_rcnn/cls_accuracy": 0.942138671875, "fast_rcnn/false_negative": 0.24545719560781265, "fast_rcnn/fg_cls_accuracy": 0.729329109811566, "iteration": 269159, "loss_box_reg": 0.2031895136460662, "loss_cls": 0.15841111913323402, "loss_mask": 0.21650979854166508, "loss_rpn_cls": 0.023312824545428157, "loss_rpn_loc": 0.05417965439846739, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8994635056019495, "mask_rcnn/false_negative": 0.09831537589745085, "mask_rcnn/false_positive": 0.10773586080659818, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 212.625, "rpn/num_pos_anchors": 43.375, "time": 1.021209322847426, "total_loss": 0.6390578686259687}
{"data_time": 0.017494633328169584, "eta_seconds": 823.6847964767367, "fast_rcnn/cls_accuracy": 0.944091796875, "fast_rcnn/false_negative": 0.23734177215189872, "fast_rcnn/fg_cls_accuracy": 0.7531645569620253, "iteration": 269179, "loss_box_reg": 0.18120698351413012, "loss_cls": 0.13949738908559084, "loss_mask": 0.2129919920116663, "loss_rpn_cls": 0.022024840000085533, "loss_rpn_loc": 0.06443131458945572, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9009615778656226, "mask_rcnn/false_negative": 0.09116389084105683, "mask_rcnn/false_positive": 0.09821784423301605, "roi_head/num_bg_samples": 437.125, "roi_head/num_fg_samples": 74.875, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0069146794266999, "total_loss": 0.6385527144884691}
{"data_time": 0.01621239772066474, "eta_seconds": 802.6853639632463, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21387411347517732, "fast_rcnn/fg_cls_accuracy": 0.7601730510752688, "iteration": 269199, "loss_box_reg": 0.18860690481960773, "loss_cls": 0.14128131326287985, "loss_mask": 0.21361147798597813, "loss_rpn_cls": 0.027376017183996737, "loss_rpn_loc": 0.05726068711373955, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.8988293820151203, "mask_rcnn/false_negative": 0.09171362298728353, "mask_rcnn/false_positive": 0.1108789138754136, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.125, "rpn/num_pos_anchors": 29.875, "time": 0.9603391094133258, "total_loss": 0.6262607479002327}
{"data_time": 0.01419346360489726, "eta_seconds": 782.6182298641652, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2728537360890302, "fast_rcnn/fg_cls_accuracy": 0.7167446524064172, "iteration": 269219, "loss_box_reg": 0.1858906550332904, "loss_cls": 0.14434068743139505, "loss_mask": 0.20633557811379433, "loss_rpn_cls": 0.026644719240721315, "loss_rpn_loc": 0.06729070888832211, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.913573716450014, "mask_rcnn/false_negative": 0.07047425166262246, "mask_rcnn/false_positive": 0.09923065457007046, "roi_head/num_bg_samples": 440.625, "roi_head/num_fg_samples": 71.375, "rpn/num_neg_anchors": 225.125, "rpn/num_pos_anchors": 30.875, "time": 1.0101904249750078, "total_loss": 0.6394479949958622}
{"data_time": 0.02058130456134677, "eta_seconds": 762.8302438557148, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21413983303518186, "fast_rcnn/fg_cls_accuracy": 0.7505562841067728, "iteration": 269239, "loss_box_reg": 0.1776082287542522, "loss_cls": 0.12768729403614998, "loss_mask": 0.20745926164090633, "loss_rpn_cls": 0.01775419560726732, "loss_rpn_loc": 0.05672851932467893, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9137479014684815, "mask_rcnn/false_negative": 0.07122748386127385, "mask_rcnn/false_positive": 0.09325199867579653, "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": 1.002790997736156, "total_loss": 0.5778444451279938}
{"data_time": 0.01691346289590001, "eta_seconds": 743.7658698949963, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2248736664795059, "fast_rcnn/fg_cls_accuracy": 0.7434439251260563, "iteration": 269259, "loss_box_reg": 0.2013174667954445, "loss_cls": 0.14961286261677742, "loss_mask": 0.21477189101278782, "loss_rpn_cls": 0.023071509087458253, "loss_rpn_loc": 0.057004334637895226, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.904905201301885, "mask_rcnn/false_negative": 0.08397429486951405, "mask_rcnn/false_positive": 0.10390024479422877, "roi_head/num_bg_samples": 444.375, "roi_head/num_fg_samples": 67.625, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 1.0081390962004662, "total_loss": 0.6574367610155605}
{"data_time": 0.015442312695086002, "eta_seconds": 722.4168275669217, "fast_rcnn/cls_accuracy": 0.946044921875, "fast_rcnn/false_negative": 0.20546649928379446, "fast_rcnn/fg_cls_accuracy": 0.7677504206719146, "iteration": 269279, "loss_box_reg": 0.20168115384876728, "loss_cls": 0.1537568075582385, "loss_mask": 0.21542158164083958, "loss_rpn_cls": 0.022739692125469446, "loss_rpn_loc": 0.06837125215679407, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9057643792656711, "mask_rcnn/false_negative": 0.09070094419029096, "mask_rcnn/false_positive": 0.09318221367789561, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 219.625, "rpn/num_pos_anchors": 36.375, "time": 0.9773320057429373, "total_loss": 0.6415931230876595}
{"data_time": 0.016324077267199755, "eta_seconds": 702.6068035513163, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.19236039739636862, "fast_rcnn/fg_cls_accuracy": 0.7958559981283266, "iteration": 269299, "loss_box_reg": 0.19047750532627106, "loss_cls": 0.13826625607907772, "loss_mask": 0.2091288873925805, "loss_rpn_cls": 0.019527413125615567, "loss_rpn_loc": 0.05963962513487786, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9161083230082105, "mask_rcnn/false_negative": 0.07592696288640935, "mask_rcnn/false_positive": 0.09130116030763902, "roi_head/num_bg_samples": 449.875, "roi_head/num_fg_samples": 62.125, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 1.0153695279732347, "total_loss": 0.6329139429726638}
{"data_time": 0.01768250996246934, "eta_seconds": 682.176444362849, "fast_rcnn/cls_accuracy": 0.959716796875, "fast_rcnn/false_negative": 0.21253098940725715, "fast_rcnn/fg_cls_accuracy": 0.7692424796005359, "iteration": 269319, "loss_box_reg": 0.181441699154675, "loss_cls": 0.13743955455720425, "loss_mask": 0.20673074014484882, "loss_rpn_cls": 0.020011943619465455, "loss_rpn_loc": 0.06572340452112257, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9145024325519682, "mask_rcnn/false_negative": 0.07625723400509093, "mask_rcnn/false_positive": 0.08948639870625233, "roi_head/num_bg_samples": 454.375, "roi_head/num_fg_samples": 57.625, "rpn/num_neg_anchors": 234.625, "rpn/num_pos_anchors": 21.375, "time": 0.9954816554673016, "total_loss": 0.6158220459474251}
{"data_time": 0.016334516927599907, "eta_seconds": 661.2302192486823, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.24326444120318133, "fast_rcnn/fg_cls_accuracy": 0.7457793294753455, "iteration": 269339, "loss_box_reg": 0.20892195962369442, "loss_cls": 0.14334592875093222, "loss_mask": 0.21732560731470585, "loss_rpn_cls": 0.021176225796807557, "loss_rpn_loc": 0.07154246582649648, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.894707123233909, "mask_rcnn/false_negative": 0.09131991838280466, "mask_rcnn/false_positive": 0.10453997140803448, "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": 0.9806157322600484, "total_loss": 0.6839639332029037}
{"data_time": 0.01875696424394846, "eta_seconds": 641.1929398775101, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2051912568306011, "fast_rcnn/fg_cls_accuracy": 0.7839714471122647, "iteration": 269359, "loss_box_reg": 0.20575962215662003, "loss_cls": 0.14670460112392902, "loss_mask": 0.22055424563586712, "loss_rpn_cls": 0.023555490071885288, "loss_rpn_loc": 0.06762196053750813, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069858712715856, "mask_rcnn/false_negative": 0.08173372582845617, "mask_rcnn/false_positive": 0.10590992359434837, "roi_head/num_bg_samples": 438.375, "roi_head/num_fg_samples": 73.625, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 1.0176043878309429, "total_loss": 0.6761539495782927}
{"data_time": 0.015015609096735716, "eta_seconds": 620.9560432378203, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.25802297815949693, "fast_rcnn/fg_cls_accuracy": 0.7090012928248223, "iteration": 269379, "loss_box_reg": 0.19714257773011923, "loss_cls": 0.14498220849782228, "loss_mask": 0.2158074975013733, "loss_rpn_cls": 0.020617436966858804, "loss_rpn_loc": 0.06946660531684756, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.900679877597554, "mask_rcnn/false_negative": 0.09602688188243733, "mask_rcnn/false_positive": 0.10466040673735075, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.875, "rpn/num_pos_anchors": 32.125, "time": 0.9818596518598497, "total_loss": 0.6687994386302307}
{"data_time": 0.01579152327030897, "eta_seconds": 600.9252031333745, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.18818988228232236, "fast_rcnn/fg_cls_accuracy": 0.7918440255396777, "iteration": 269399, "loss_box_reg": 0.165327874943614, "loss_cls": 0.12064903415739536, "loss_mask": 0.19787622615695, "loss_rpn_cls": 0.01982786578446394, "loss_rpn_loc": 0.045888927299529314, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9192982432717418, "mask_rcnn/false_negative": 0.07693792360045866, "mask_rcnn/false_positive": 0.09156515719482611, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0108819068409503, "total_loss": 0.5484794785152189}
{"data_time": 0.015308449976146221, "eta_seconds": 581.1748050898314, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.23407253124234256, "fast_rcnn/fg_cls_accuracy": 0.761589134677944, "iteration": 269419, "loss_box_reg": 0.1814888441003859, "loss_cls": 0.14277352206408978, "loss_mask": 0.2127437312155962, "loss_rpn_cls": 0.020130670338403434, "loss_rpn_loc": 0.061417154502123594, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9062200604635385, "mask_rcnn/false_negative": 0.07858997692305439, "mask_rcnn/false_positive": 0.10058511392738623, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 1.0087400982156396, "total_loss": 0.6221508480666671}
{"data_time": 0.014067491982132196, "eta_seconds": 560.8635229244828, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.19699074074074074, "fast_rcnn/fg_cls_accuracy": 0.7801587301587302, "iteration": 269439, "loss_box_reg": 0.19122852385044098, "loss_cls": 0.13604813441634178, "loss_mask": 0.21330033242702484, "loss_rpn_cls": 0.025500861403997988, "loss_rpn_loc": 0.06888166232965887, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9083528202947846, "mask_rcnn/false_negative": 0.08181859646199241, "mask_rcnn/false_positive": 0.09400835035732175, "roi_head/num_bg_samples": 440.375, "roi_head/num_fg_samples": 71.625, "rpn/num_neg_anchors": 229.625, "rpn/num_pos_anchors": 26.375, "time": 0.9878908600658178, "total_loss": 0.6436166159110144}
{"data_time": 0.0135353934019804, "eta_seconds": 540.4704752191901, "fast_rcnn/cls_accuracy": 0.946533203125, "fast_rcnn/false_negative": 0.2099462365591398, "fast_rcnn/fg_cls_accuracy": 0.7663358147229116, "iteration": 269459, "loss_box_reg": 0.18917369656264782, "loss_cls": 0.13003491424024105, "loss_mask": 0.20745055750012398, "loss_rpn_cls": 0.02239377098158002, "loss_rpn_loc": 0.05729372624773532, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9190279466310857, "mask_rcnn/false_negative": 0.06961091889200087, "mask_rcnn/false_positive": 0.09515874786319872, "roi_head/num_bg_samples": 447.875, "roi_head/num_fg_samples": 64.125, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9896757076494396, "total_loss": 0.6180550809949636}
{"data_time": 0.013886024709790945, "eta_seconds": 521.3589963875711, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2151387425360028, "fast_rcnn/fg_cls_accuracy": 0.7602631692666696, "iteration": 269479, "loss_box_reg": 0.22181805968284607, "loss_cls": 0.14521382190287113, "loss_mask": 0.22417385131120682, "loss_rpn_cls": 0.024072704487480223, "loss_rpn_loc": 0.07273295312188566, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9075353377973201, "mask_rcnn/false_negative": 0.08538357798268625, "mask_rcnn/false_positive": 0.10365548370138998, "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": 1.0113969529047608, "total_loss": 0.7039882473181933}
{"data_time": 0.013336811680346727, "eta_seconds": 501.51561363600194, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.20046189376443418, "fast_rcnn/fg_cls_accuracy": 0.785592155909404, "iteration": 269499, "loss_box_reg": 0.19227004144340754, "loss_cls": 0.14288409473374486, "loss_mask": 0.20904679782688618, "loss_rpn_cls": 0.020353791187517345, "loss_rpn_loc": 0.06118153559509665, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9173805321229904, "mask_rcnn/false_negative": 0.0729273336622193, "mask_rcnn/false_positive": 0.09333309941127582, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 1.0028355531394482, "total_loss": 0.6363726986455731}
{"data_time": 0.014966733288019896, "eta_seconds": 481.34576708078384, "fast_rcnn/cls_accuracy": 0.955810546875, "fast_rcnn/false_negative": 0.18848650131025657, "fast_rcnn/fg_cls_accuracy": 0.7748140818040062, "iteration": 269519, "loss_box_reg": 0.20995693653821945, "loss_cls": 0.1391512081027031, "loss_mask": 0.21610620990395546, "loss_rpn_cls": 0.021894888603128493, "loss_rpn_loc": 0.06355058285407722, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9143548869470148, "mask_rcnn/false_negative": 0.06959071262191156, "mask_rcnn/false_positive": 0.08598035814266611, "roi_head/num_bg_samples": 447.625, "roi_head/num_fg_samples": 64.375, "rpn/num_neg_anchors": 225.625, "rpn/num_pos_anchors": 30.375, "time": 0.9921068833209574, "total_loss": 0.658067043957999}
{"data_time": 0.013608277775347233, "eta_seconds": 460.70932240225375, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.20655349388077376, "fast_rcnn/fg_cls_accuracy": 0.7837322001043763, "iteration": 269539, "loss_box_reg": 0.17928863409906626, "loss_cls": 0.1292812335304916, "loss_mask": 0.20424268767237663, "loss_rpn_cls": 0.02415753429522738, "loss_rpn_loc": 0.0492566442117095, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.91209948476432, "mask_rcnn/false_negative": 0.07748914773800421, "mask_rcnn/false_positive": 0.08511195724862086, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.375, "rpn/num_pos_anchors": 27.625, "time": 0.9731195960193872, "total_loss": 0.5904953869758174}
{"data_time": 0.019565580412745476, "eta_seconds": 440.5081742629409, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.1980769230769231, "fast_rcnn/fg_cls_accuracy": 0.76102243910755, "iteration": 269559, "loss_box_reg": 0.187229560688138, "loss_cls": 0.14072812581434846, "loss_mask": 0.2139384038746357, "loss_rpn_cls": 0.022856463794596493, "loss_rpn_loc": 0.07465955405496061, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9139906203585764, "mask_rcnn/false_negative": 0.07754167325887681, "mask_rcnn/false_positive": 0.09340097963319752, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.9991154801100492, "total_loss": 0.6623557154380251}
{"data_time": 0.015358632896095514, "eta_seconds": 420.57911722920835, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7774140752864157, "iteration": 269579, "loss_box_reg": 0.1778217814862728, "loss_cls": 0.12267999909818172, "loss_mask": 0.21707817539572716, "loss_rpn_cls": 0.021844430244527757, "loss_rpn_loc": 0.07366956700570881, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9128595801640776, "mask_rcnn/false_negative": 0.08885872991926483, "mask_rcnn/false_positive": 0.0934041093549221, "roi_head/num_bg_samples": 444.625, "roi_head/num_fg_samples": 67.375, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 1.01388406381011, "total_loss": 0.6039220640668646}
{"data_time": 0.015165688004344702, "eta_seconds": 400.3244822844863, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.21681823767973454, "fast_rcnn/fg_cls_accuracy": 0.7786448732128959, "iteration": 269599, "loss_box_reg": 0.19601287972182035, "loss_cls": 0.14457435719668865, "loss_mask": 0.2089869137853384, "loss_rpn_cls": 0.02303255465812981, "loss_rpn_loc": 0.06548569444566965, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9254669694882172, "mask_rcnn/false_negative": 0.08028801811061306, "mask_rcnn/false_positive": 0.07476661475535928, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.9731967034749687, "total_loss": 0.6518971282639541}
{"data_time": 0.015505725517868996, "eta_seconds": 380.4949525743723, "fast_rcnn/cls_accuracy": 0.952880859375, "fast_rcnn/false_negative": 0.21918265221017513, "fast_rcnn/fg_cls_accuracy": 0.7756455669299707, "iteration": 269619, "loss_box_reg": 0.17527038604021072, "loss_cls": 0.12493493221700191, "loss_mask": 0.20079538971185684, "loss_rpn_cls": 0.02338847063947469, "loss_rpn_loc": 0.06118863867595792, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9043861021301166, "mask_rcnn/false_negative": 0.08813795288745369, "mask_rcnn/false_positive": 0.09420475445154543, "roi_head/num_bg_samples": 436.625, "roi_head/num_fg_samples": 75.375, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 1.0264162686653435, "total_loss": 0.6089903303654864}
{"data_time": 0.014000576455146074, "eta_seconds": 360.3281285427511, "fast_rcnn/cls_accuracy": 0.947998046875, "fast_rcnn/false_negative": 0.2542738164815897, "fast_rcnn/fg_cls_accuracy": 0.736815415821501, "iteration": 269639, "loss_box_reg": 0.18435380700975657, "loss_cls": 0.13101294822990894, "loss_mask": 0.20303277112543583, "loss_rpn_cls": 0.017933795519638807, "loss_rpn_loc": 0.05550650623627007, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9070525085034014, "mask_rcnn/false_negative": 0.08107587518770862, "mask_rcnn/false_positive": 0.10597020811097088, "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": 0.9717869535088539, "total_loss": 0.5806544957740698}
{"data_time": 0.015272259712219238, "eta_seconds": 340.53415570408106, "fast_rcnn/cls_accuracy": 0.939208984375, "fast_rcnn/false_negative": 0.22760113281627137, "fast_rcnn/fg_cls_accuracy": 0.7524351924587589, "iteration": 269659, "loss_box_reg": 0.19034061767160892, "loss_cls": 0.13654051045887172, "loss_mask": 0.21055498532950878, "loss_rpn_cls": 0.023148647975176573, "loss_rpn_loc": 0.06971115665510297, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.911398413287541, "mask_rcnn/false_negative": 0.07429560337593574, "mask_rcnn/false_positive": 0.10863925942828265, "roi_head/num_bg_samples": 429.875, "roi_head/num_fg_samples": 82.125, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 1.0222350042313337, "total_loss": 0.6512354334117845}
{"data_time": 0.011600072961300611, "eta_seconds": 320.14971420168877, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.22034769298053794, "fast_rcnn/fg_cls_accuracy": 0.7647612034317857, "iteration": 269679, "loss_box_reg": 0.18698071129620075, "loss_cls": 0.13494957238435745, "loss_mask": 0.22010550647974014, "loss_rpn_cls": 0.01959503220859915, "loss_rpn_loc": 0.06546203204197809, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9104495207173778, "mask_rcnn/false_negative": 0.08209965603352452, "mask_rcnn/false_positive": 0.10680508356849092, "roi_head/num_bg_samples": 454.625, "roi_head/num_fg_samples": 57.375, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.9947021272964776, "total_loss": 0.6431149282725528}
{"data_time": 0.018812012393027544, "eta_seconds": 300.55951508693397, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.204710420308581, "fast_rcnn/fg_cls_accuracy": 0.749728109819465, "iteration": 269699, "loss_box_reg": 0.179869438521564, "loss_cls": 0.13859872287139297, "loss_mask": 0.20437778905034065, "loss_rpn_cls": 0.0239218445494771, "loss_rpn_loc": 0.06873019644990563, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9137959657057991, "mask_rcnn/false_negative": 0.07832853330139375, "mask_rcnn/false_positive": 0.09641469314820295, "roi_head/num_bg_samples": 453.875, "roi_head/num_fg_samples": 58.125, "rpn/num_neg_anchors": 228.875, "rpn/num_pos_anchors": 27.125, "time": 1.0016646082513034, "total_loss": 0.6073042923380854}
{"data_time": 0.019103504717350006, "eta_seconds": 280.88820626959205, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.20496406109613657, "fast_rcnn/fg_cls_accuracy": 0.7898693985142583, "iteration": 269719, "loss_box_reg": 0.18205148540437222, "loss_cls": 0.13293349742889404, "loss_mask": 0.20787168480455875, "loss_rpn_cls": 0.020961065049050376, "loss_rpn_loc": 0.054743093613069504, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9160184455528592, "mask_rcnn/false_negative": 0.09241916767591571, "mask_rcnn/false_positive": 0.09728500594484231, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 1.0199925741180778, "total_loss": 0.6284976725000888}
{"data_time": 0.014344540890306234, "eta_seconds": 260.7996934466064, "fast_rcnn/cls_accuracy": 0.947021484375, "fast_rcnn/false_negative": 0.23705004389815626, "fast_rcnn/fg_cls_accuracy": 0.7438879980263969, "iteration": 269739, "loss_box_reg": 0.18029742687940598, "loss_cls": 0.13435954879969358, "loss_mask": 0.21630262956023216, "loss_rpn_cls": 0.02312865841668099, "loss_rpn_loc": 0.06134320277487859, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9036423458837834, "mask_rcnn/false_negative": 0.08411569397773276, "mask_rcnn/false_positive": 0.10459352795167229, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.625, "rpn/num_pos_anchors": 40.375, "time": 0.9921191870234907, "total_loss": 0.6200893986970186}
{"data_time": 0.01410855958238244, "eta_seconds": 240.76131965965033, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19863741670448304, "fast_rcnn/fg_cls_accuracy": 0.7821734836251901, "iteration": 269759, "loss_box_reg": 0.1955355629324913, "loss_cls": 0.1401462396606803, "loss_mask": 0.21524248644709587, "loss_rpn_cls": 0.02378497808240354, "loss_rpn_loc": 0.06900952116120607, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084138005052714, "mask_rcnn/false_negative": 0.09258188028201952, "mask_rcnn/false_positive": 0.09399880827013718, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9768275958485901, "total_loss": 0.6571378506487235}
{"data_time": 0.01625482877716422, "eta_seconds": 220.73013029061258, "fast_rcnn/cls_accuracy": 0.953369140625, "fast_rcnn/false_negative": 0.20643631436314364, "fast_rcnn/fg_cls_accuracy": 0.7756227360135951, "iteration": 269779, "loss_box_reg": 0.18950592540204525, "loss_cls": 0.13067060429602861, "loss_mask": 0.2190612368285656, "loss_rpn_cls": 0.020180378924123943, "loss_rpn_loc": 0.06011645297985524, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9170696787486925, "mask_rcnn/false_negative": 0.07108930109271346, "mask_rcnn/false_positive": 0.10511480492440337, "roi_head/num_bg_samples": 448.375, "roi_head/num_fg_samples": 63.625, "rpn/num_neg_anchors": 232.375, "rpn/num_pos_anchors": 23.625, "time": 1.0049414006061852, "total_loss": 0.633666830661241}
{"data_time": 0.0212119547650218, "eta_seconds": 200.74115889146924, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22570754716981134, "fast_rcnn/fg_cls_accuracy": 0.7444868405239755, "iteration": 269799, "loss_box_reg": 0.1797929760068655, "loss_cls": 0.12605009588878602, "loss_mask": 0.19917487539350986, "loss_rpn_cls": 0.01969425129937008, "loss_rpn_loc": 0.05907235958147794, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9084014431015124, "mask_rcnn/false_negative": 0.08988486737965569, "mask_rcnn/false_positive": 0.09381112427554206, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 225.375, "rpn/num_pos_anchors": 30.625, "time": 1.0113777252845466, "total_loss": 0.5940700779901817}
{"data_time": 0.01752925105392933, "eta_seconds": 180.57098974473774, "fast_rcnn/cls_accuracy": 0.935302734375, "fast_rcnn/false_negative": 0.25107691174846286, "fast_rcnn/fg_cls_accuracy": 0.729515571938583, "iteration": 269819, "loss_box_reg": 0.19434992130845785, "loss_cls": 0.13456389401108027, "loss_mask": 0.2141208816319704, "loss_rpn_cls": 0.021703616628656164, "loss_rpn_loc": 0.06554393167607486, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9049905518874608, "mask_rcnn/false_negative": 0.08940339178346043, "mask_rcnn/false_positive": 0.11295109163679404, "roi_head/num_bg_samples": 432.875, "roi_head/num_fg_samples": 79.125, "rpn/num_neg_anchors": 209.375, "rpn/num_pos_anchors": 46.625, "time": 0.9883798328228295, "total_loss": 0.6565741752274334}
{"data_time": 0.019835740327835083, "eta_seconds": 160.48499636352062, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2113584798638684, "fast_rcnn/fg_cls_accuracy": 0.7694530601176252, "iteration": 269839, "loss_box_reg": 0.20003943052142859, "loss_cls": 0.13707751221954823, "loss_mask": 0.21806897409260273, "loss_rpn_cls": 0.026055530062876642, "loss_rpn_loc": 0.06387906544841826, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9163660288307558, "mask_rcnn/false_negative": 0.07453423986449431, "mask_rcnn/false_positive": 0.08902341188485603, "roi_head/num_bg_samples": 450.375, "roi_head/num_fg_samples": 61.625, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.9782028305344284, "total_loss": 0.6440022279275581}
{"data_time": 0.01570200640708208, "eta_seconds": 140.46462836675346, "fast_rcnn/cls_accuracy": 0.944580078125, "fast_rcnn/false_negative": 0.26182063095424024, "fast_rcnn/fg_cls_accuracy": 0.7210538996351621, "iteration": 269859, "loss_box_reg": 0.18354126997292042, "loss_cls": 0.14439765363931656, "loss_mask": 0.21014736033976078, "loss_rpn_cls": 0.023576880746986717, "loss_rpn_loc": 0.0730485375970602, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9080254933122276, "mask_rcnn/false_negative": 0.08154317434574818, "mask_rcnn/false_positive": 0.09651449112050603, "roi_head/num_bg_samples": 439.375, "roi_head/num_fg_samples": 72.625, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 1.0102746495977044, "total_loss": 0.6394301619729958}
{"data_time": 0.025703121908009052, "eta_seconds": 120.44469533488154, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22498443821973235, "fast_rcnn/fg_cls_accuracy": 0.7589635854341736, "iteration": 269879, "loss_box_reg": 0.17604443337768316, "loss_cls": 0.1282167425379157, "loss_mask": 0.21690051816403866, "loss_rpn_cls": 0.02321391989244148, "loss_rpn_loc": 0.08562356105539948, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9042644108603853, "mask_rcnn/false_negative": 0.0863117120963476, "mask_rcnn/false_positive": 0.10739207182626041, "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": 0.9843936474062502, "total_loss": 0.6395834935538005}
{"data_time": 0.016386748291552067, "eta_seconds": 100.3318774048239, "fast_rcnn/cls_accuracy": 0.956787109375, "fast_rcnn/false_negative": 0.2328299062668695, "fast_rcnn/fg_cls_accuracy": 0.7314569233583319, "iteration": 269899, "loss_box_reg": 0.18326161243021488, "loss_cls": 0.13433737866580486, "loss_mask": 0.20521151274442673, "loss_rpn_cls": 0.020130699616856873, "loss_rpn_loc": 0.054726064670830965, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9097893701862236, "mask_rcnn/false_negative": 0.08460208889715665, "mask_rcnn/false_positive": 0.08656584410298798, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.9960979702882469, "total_loss": 0.6142217353335582}
{"data_time": 0.015822026878595352, "eta_seconds": 80.24249818176031, "fast_rcnn/cls_accuracy": 0.950439453125, "fast_rcnn/false_negative": 0.2371932198293682, "fast_rcnn/fg_cls_accuracy": 0.7286133587180708, "iteration": 269919, "loss_box_reg": 0.20473773125559092, "loss_cls": 0.1515807481482625, "loss_mask": 0.21049843356013298, "loss_rpn_cls": 0.022885099286213517, "loss_rpn_loc": 0.06194758141646162, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9128094533037063, "mask_rcnn/false_negative": 0.08169386794497299, "mask_rcnn/false_positive": 0.10103678052174647, "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": 0.9800932486541569, "total_loss": 0.655791339580901}
{"data_time": 0.015574002638459206, "eta_seconds": 60.19912644289434, "fast_rcnn/cls_accuracy": 0.951904296875, "fast_rcnn/false_negative": 0.22346295323173937, "fast_rcnn/fg_cls_accuracy": 0.7512014705556662, "iteration": 269939, "loss_box_reg": 0.20585943944752216, "loss_cls": 0.15186116937547922, "loss_mask": 0.21075798384845257, "loss_rpn_cls": 0.022905696067027748, "loss_rpn_loc": 0.06628982594702393, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9149648274476662, "mask_rcnn/false_negative": 0.06708640029869782, "mask_rcnn/false_positive": 0.10112934342588711, "roi_head/num_bg_samples": 444.875, "roi_head/num_fg_samples": 67.125, "rpn/num_neg_anchors": 229.375, "rpn/num_pos_anchors": 26.625, "time": 1.0008858093060553, "total_loss": 0.6417405875981785}
{"data_time": 0.013437182176858187, "eta_seconds": 40.14285231009126, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26888508226536395, "fast_rcnn/fg_cls_accuracy": 0.7033426976956076, "iteration": 269959, "loss_box_reg": 0.20096451975405216, "loss_cls": 0.1478756219148636, "loss_mask": 0.21397466026246548, "loss_rpn_cls": 0.023560391971841455, "loss_rpn_loc": 0.06653741910122335, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9003115869475317, "mask_rcnn/false_negative": 0.09109789558444617, "mask_rcnn/false_positive": 0.11211655944510993, "roi_head/num_bg_samples": 436.875, "roi_head/num_fg_samples": 75.125, "rpn/num_neg_anchors": 218.625, "rpn/num_pos_anchors": 37.375, "time": 0.9921579989604652, "total_loss": 0.6494335243478417}
{"data_time": 0.015988009050488472, "eta_seconds": 20.07142615504563, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2376656492678592, "fast_rcnn/fg_cls_accuracy": 0.74499812261975, "iteration": 269979, "loss_box_reg": 0.17117441585287452, "loss_cls": 0.12570025864988565, "loss_mask": 0.2133529633283615, "loss_rpn_cls": 0.01981556389364414, "loss_rpn_loc": 0.04906120366649702, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9035774112787771, "mask_rcnn/false_negative": 0.0964710460655806, "mask_rcnn/false_positive": 0.09634387231324482, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.625, "rpn/num_pos_anchors": 34.375, "time": 1.0096283899620175, "total_loss": 0.5931178377941251}
{"bbox/AP": 46.62963913032864, "bbox/AP-airplane": 69.42247589001312, "bbox/AP-apple": 23.71435566070408, "bbox/AP-backpack": 20.46739995466875, "bbox/AP-banana": 29.547598677636493, "bbox/AP-baseball bat": 38.405262388297565, "bbox/AP-baseball glove": 42.2078265797186, "bbox/AP-bear": 76.28951529273786, "bbox/AP-bed": 48.17489032397452, "bbox/AP-bench": 30.02699788499415, "bbox/AP-bicycle": 36.15614277903545, "bbox/AP-bird": 40.62066858538469, "bbox/AP-boat": 31.342791950739922, "bbox/AP-book": 19.08767631726145, "bbox/AP-bottle": 43.36857613951235, "bbox/AP-bowl": 46.57479785521027, "bbox/AP-broccoli": 26.916713685670047, "bbox/AP-bus": 69.24820944263058, "bbox/AP-cake": 43.0865555683022, "bbox/AP-car": 49.126758928260394, "bbox/AP-carrot": 25.582699819745685, "bbox/AP-cat": 71.22552361694503, "bbox/AP-cell phone": 40.720837398251156, "bbox/AP-chair": 33.218259667784174, "bbox/AP-clock": 53.503331524111395, "bbox/AP-couch": 47.72075437070724, "bbox/AP-cow": 64.09016764894963, "bbox/AP-cup": 46.87479968349029, "bbox/AP-dining table": 31.176940588554515, "bbox/AP-dog": 69.57670256304844, "bbox/AP-donut": 54.550705853754344, "bbox/AP-elephant": 68.19282858899297, "bbox/AP-fire hydrant": 72.32429191037517, "bbox/AP-fork": 42.65342803525583, "bbox/AP-frisbee": 70.2770440394711, "bbox/AP-giraffe": 69.75620192845412, "bbox/AP-hair drier": 3.9603960396039604, "bbox/AP-handbag": 20.489772370807763, "bbox/AP-horse": 62.47147155167586, "bbox/AP-hot dog": 36.45721923549441, "bbox/AP-keyboard": 53.127803063841974, "bbox/AP-kite": 47.90675891363015, "bbox/AP-knife": 26.393928073843526, "bbox/AP-laptop": 64.09507999732041, "bbox/AP-microwave": 60.02926047431156, "bbox/AP-motorcycle": 48.44351110330457, "bbox/AP-mouse": 65.32602569246862, "bbox/AP-orange": 33.43359424960292, "bbox/AP-oven": 38.14963232370765, "bbox/AP-parking meter": 48.02342593288686, "bbox/AP-person": 58.11381584402776, "bbox/AP-pizza": 54.49860729334134, "bbox/AP-potted plant": 31.502698428432453, "bbox/AP-refrigerator": 59.31983269529817, "bbox/AP-remote": 41.285458389319416, "bbox/AP-sandwich": 39.60787814230563, "bbox/AP-scissors": 38.20864878600515, "bbox/AP-sheep": 56.41899198394091, "bbox/AP-sink": 41.04664704462104, "bbox/AP-skateboard": 57.47887760285075, "bbox/AP-skis": 30.936248744653316, "bbox/AP-snowboard": 46.56181287473628, "bbox/AP-spoon": 23.510554265601872, "bbox/AP-sports ball": 51.129532887629544, "bbox/AP-stop sign": 72.26060192608202, "bbox/AP-suitcase": 44.44910478844083, "bbox/AP-surfboard": 45.318003879805104, "bbox/AP-teddy bear": 52.99761802952263, "bbox/AP-tennis racket": 54.40569778432217, "bbox/AP-tie": 39.05664882065854, "bbox/AP-toaster": 47.128702935975035, "bbox/AP-toilet": 64.41356634694483, "bbox/AP-toothbrush": 32.767283412278616, "bbox/AP-traffic light": 30.771931283888893, "bbox/AP-train": 67.71979852104269, "bbox/AP-truck": 41.80809962658276, "bbox/AP-tv": 59.567737542937515, "bbox/AP-umbrella": 45.10699300704893, "bbox/AP-vase": 41.357379298357024, "bbox/AP-wine glass": 40.638649959318265, "bbox/AP-zebra": 67.44609811517807, "bbox/AP50": 68.54958490215486, "bbox/AP75": 51.14519143480265, "bbox/APl": 58.897928865684, "bbox/APm": 49.99477055556141, "bbox/APs": 31.232266279495217, "data_time": 0.017413680907338858, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.952392578125, "fast_rcnn/false_negative": 0.2580114168353016, "fast_rcnn/fg_cls_accuracy": 0.725235753683904, "iteration": 269999, "loss_box_reg": 0.18024593405425549, "loss_cls": 0.13791729975491762, "loss_mask": 0.21328224427998066, "loss_rpn_cls": 0.021394445560872555, "loss_rpn_loc": 0.055974717950448394, "lr": 1.0000000000000002e-06, "mask_rcnn/accuracy": 0.9069931020962869, "mask_rcnn/false_negative": 0.08976554646172503, "mask_rcnn/false_positive": 0.10569641024082141, "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, "segm/AP": 42.34033046176319, "segm/AP-airplane": 55.867433629765586, "segm/AP-apple": 23.778941380919992, "segm/AP-backpack": 20.605493814261955, "segm/AP-banana": 24.613654927432222, "segm/AP-baseball bat": 30.399745152010926, "segm/AP-baseball glove": 46.03756276613961, "segm/AP-bear": 76.30045550858117, "segm/AP-bed": 35.949911893396944, "segm/AP-bench": 22.440093460015763, "segm/AP-bicycle": 22.13542360529659, "segm/AP-bird": 35.25927121960282, "segm/AP-boat": 27.84858535656537, "segm/AP-book": 13.666267867732726, "segm/AP-bottle": 41.926451283456295, "segm/AP-bowl": 43.25407074319585, "segm/AP-broccoli": 24.749788492041, "segm/AP-bus": 68.01125435185482, "segm/AP-cake": 44.18326815847583, "segm/AP-car": 45.915147304016074, "segm/AP-carrot": 21.97249765683833, "segm/AP-cat": 70.84528157991342, "segm/AP-cell phone": 39.56781234734556, "segm/AP-chair": 23.821871284022166, "segm/AP-clock": 53.951968034688846, "segm/AP-couch": 40.40874656440233, "segm/AP-cow": 55.633012144072836, "segm/AP-cup": 47.27158072696515, "segm/AP-dining table": 18.492754203133803, "segm/AP-dog": 65.4927180897215, "segm/AP-donut": 54.35406331374254, "segm/AP-elephant": 62.14119835147015, "segm/AP-fire hydrant": 69.30646797377511, "segm/AP-fork": 22.361466422676195, "segm/AP-frisbee": 68.52707714789979, "segm/AP-giraffe": 55.54765273079011, "segm/AP-hair drier": 5.379659289458357, "segm/AP-handbag": 20.05174297270827, "segm/AP-horse": 46.10138779320111, "segm/AP-hot dog": 29.736672408835574, "segm/AP-keyboard": 51.43559589503953, "segm/AP-kite": 36.20616833133532, "segm/AP-knife": 18.751813851549638, "segm/AP-laptop": 64.65195577523468, "segm/AP-microwave": 62.24835912662684, "segm/AP-motorcycle": 37.9561259512168, "segm/AP-mouse": 63.409354625918226, "segm/AP-orange": 33.17116644191515, "segm/AP-oven": 35.40896851713417, "segm/AP-parking meter": 49.254324974264904, "segm/AP-person": 51.18323592388984, "segm/AP-pizza": 53.27698531432837, "segm/AP-potted plant": 27.513900453987546, "segm/AP-refrigerator": 62.62611083030701, "segm/AP-remote": 38.61358458248451, "segm/AP-sandwich": 40.98764590645963, "segm/AP-scissors": 25.87143494236702, "segm/AP-sheep": 50.98038265830513, "segm/AP-sink": 37.85532434805508, "segm/AP-skateboard": 38.20306551811953, "segm/AP-skis": 5.7585764758824824, "segm/AP-snowboard": 28.822755062695833, "segm/AP-spoon": 17.10042954046695, "segm/AP-sports ball": 51.52578165128359, "segm/AP-stop sign": 69.88959218595639, "segm/AP-suitcase": 46.61725300564244, "segm/AP-surfboard": 39.19774263956658, "segm/AP-teddy bear": 51.47192208343011, "segm/AP-tennis racket": 59.99319315550986, "segm/AP-tie": 36.163451559983244, "segm/AP-toaster": 50.69779761227354, "segm/AP-toilet": 62.49108151308046, "segm/AP-toothbrush": 24.06094386068848, "segm/AP-traffic light": 30.222109706572297, "segm/AP-train": 65.39971482344737, "segm/AP-truck": 41.59010179496293, "segm/AP-tv": 62.56270888865612, "segm/AP-umbrella": 51.97416704166273, "segm/AP-vase": 41.82281343630173, "segm/AP-wine glass": 37.03094090277883, "segm/AP-zebra": 59.31940408125116, "segm/AP50": 65.78541566256526, "segm/AP75": 45.820047880832284, "segm/APl": 58.68335957211494, "segm/APm": 45.14069810508078, "segm/APs": 23.944473790653547, "time": 0.9868861702270806, "total_loss": 0.6187050600128714}
{"bbox/AP": 46.62963913032864, "bbox/AP-airplane": 69.42247589001312, "bbox/AP-apple": 23.71435566070408, "bbox/AP-backpack": 20.46739995466875, "bbox/AP-banana": 29.547598677636493, "bbox/AP-baseball bat": 38.405262388297565, "bbox/AP-baseball glove": 42.2078265797186, "bbox/AP-bear": 76.28951529273786, "bbox/AP-bed": 48.17489032397452, "bbox/AP-bench": 30.02699788499415, "bbox/AP-bicycle": 36.15614277903545, "bbox/AP-bird": 40.62066858538469, "bbox/AP-boat": 31.342791950739922, "bbox/AP-book": 19.08767631726145, "bbox/AP-bottle": 43.36857613951235, "bbox/AP-bowl": 46.57479785521027, "bbox/AP-broccoli": 26.916713685670047, "bbox/AP-bus": 69.24820944263058, "bbox/AP-cake": 43.0865555683022, "bbox/AP-car": 49.126758928260394, "bbox/AP-carrot": 25.582699819745685, "bbox/AP-cat": 71.22552361694503, "bbox/AP-cell phone": 40.720837398251156, "bbox/AP-chair": 33.218259667784174, "bbox/AP-clock": 53.503331524111395, "bbox/AP-couch": 47.72075437070724, "bbox/AP-cow": 64.09016764894963, "bbox/AP-cup": 46.87479968349029, "bbox/AP-dining table": 31.176940588554515, "bbox/AP-dog": 69.57670256304844, "bbox/AP-donut": 54.550705853754344, "bbox/AP-elephant": 68.19282858899297, "bbox/AP-fire hydrant": 72.32429191037517, "bbox/AP-fork": 42.65342803525583, "bbox/AP-frisbee": 70.2770440394711, "bbox/AP-giraffe": 69.75620192845412, "bbox/AP-hair drier": 3.9603960396039604, "bbox/AP-handbag": 20.489772370807763, "bbox/AP-horse": 62.47147155167586, "bbox/AP-hot dog": 36.45721923549441, "bbox/AP-keyboard": 53.127803063841974, "bbox/AP-kite": 47.90675891363015, "bbox/AP-knife": 26.393928073843526, "bbox/AP-laptop": 64.09507999732041, "bbox/AP-microwave": 60.02926047431156, "bbox/AP-motorcycle": 48.44351110330457, "bbox/AP-mouse": 65.32602569246862, "bbox/AP-orange": 33.43359424960292, "bbox/AP-oven": 38.14963232370765, "bbox/AP-parking meter": 48.02342593288686, "bbox/AP-person": 58.11381584402776, "bbox/AP-pizza": 54.49860729334134, "bbox/AP-potted plant": 31.502698428432453, "bbox/AP-refrigerator": 59.31983269529817, "bbox/AP-remote": 41.285458389319416, "bbox/AP-sandwich": 39.60787814230563, "bbox/AP-scissors": 38.20864878600515, "bbox/AP-sheep": 56.41899198394091, "bbox/AP-sink": 41.04664704462104, "bbox/AP-skateboard": 57.47887760285075, "bbox/AP-skis": 30.936248744653316, "bbox/AP-snowboard": 46.56181287473628, "bbox/AP-spoon": 23.510554265601872, "bbox/AP-sports ball": 51.129532887629544, "bbox/AP-stop sign": 72.26060192608202, "bbox/AP-suitcase": 44.44910478844083, "bbox/AP-surfboard": 45.318003879805104, "bbox/AP-teddy bear": 52.99761802952263, "bbox/AP-tennis racket": 54.40569778432217, "bbox/AP-tie": 39.05664882065854, "bbox/AP-toaster": 47.128702935975035, "bbox/AP-toilet": 64.41356634694483, "bbox/AP-toothbrush": 32.767283412278616, "bbox/AP-traffic light": 30.771931283888893, "bbox/AP-train": 67.71979852104269, "bbox/AP-truck": 41.80809962658276, "bbox/AP-tv": 59.567737542937515, "bbox/AP-umbrella": 45.10699300704893, "bbox/AP-vase": 41.357379298357024, "bbox/AP-wine glass": 40.638649959318265, "bbox/AP-zebra": 67.44609811517807, "bbox/AP50": 68.54958490215486, "bbox/AP75": 51.14519143480265, "bbox/APl": 58.897928865684, "bbox/APm": 49.99477055556141, "bbox/APs": 31.232266279495217, "iteration": 270000, "segm/AP": 42.34033046176319, "segm/AP-airplane": 55.867433629765586, "segm/AP-apple": 23.778941380919992, "segm/AP-backpack": 20.605493814261955, "segm/AP-banana": 24.613654927432222, "segm/AP-baseball bat": 30.399745152010926, "segm/AP-baseball glove": 46.03756276613961, "segm/AP-bear": 76.30045550858117, "segm/AP-bed": 35.949911893396944, "segm/AP-bench": 22.440093460015763, "segm/AP-bicycle": 22.13542360529659, "segm/AP-bird": 35.25927121960282, "segm/AP-boat": 27.84858535656537, "segm/AP-book": 13.666267867732726, "segm/AP-bottle": 41.926451283456295, "segm/AP-bowl": 43.25407074319585, "segm/AP-broccoli": 24.749788492041, "segm/AP-bus": 68.01125435185482, "segm/AP-cake": 44.18326815847583, "segm/AP-car": 45.915147304016074, "segm/AP-carrot": 21.97249765683833, "segm/AP-cat": 70.84528157991342, "segm/AP-cell phone": 39.56781234734556, "segm/AP-chair": 23.821871284022166, "segm/AP-clock": 53.951968034688846, "segm/AP-couch": 40.40874656440233, "segm/AP-cow": 55.633012144072836, "segm/AP-cup": 47.27158072696515, "segm/AP-dining table": 18.492754203133803, "segm/AP-dog": 65.4927180897215, "segm/AP-donut": 54.35406331374254, "segm/AP-elephant": 62.14119835147015, "segm/AP-fire hydrant": 69.30646797377511, "segm/AP-fork": 22.361466422676195, "segm/AP-frisbee": 68.52707714789979, "segm/AP-giraffe": 55.54765273079011, "segm/AP-hair drier": 5.379659289458357, "segm/AP-handbag": 20.05174297270827, "segm/AP-horse": 46.10138779320111, "segm/AP-hot dog": 29.736672408835574, "segm/AP-keyboard": 51.43559589503953, "segm/AP-kite": 36.20616833133532, "segm/AP-knife": 18.751813851549638, "segm/AP-laptop": 64.65195577523468, "segm/AP-microwave": 62.24835912662684, "segm/AP-motorcycle": 37.9561259512168, "segm/AP-mouse": 63.409354625918226, "segm/AP-orange": 33.17116644191515, "segm/AP-oven": 35.40896851713417, "segm/AP-parking meter": 49.254324974264904, "segm/AP-person": 51.18323592388984, "segm/AP-pizza": 53.27698531432837, "segm/AP-potted plant": 27.513900453987546, "segm/AP-refrigerator": 62.62611083030701, "segm/AP-remote": 38.61358458248451, "segm/AP-sandwich": 40.98764590645963, "segm/AP-scissors": 25.87143494236702, "segm/AP-sheep": 50.98038265830513, "segm/AP-sink": 37.85532434805508, "segm/AP-skateboard": 38.20306551811953, "segm/AP-skis": 5.7585764758824824, "segm/AP-snowboard": 28.822755062695833, "segm/AP-spoon": 17.10042954046695, "segm/AP-sports ball": 51.52578165128359, "segm/AP-stop sign": 69.88959218595639, "segm/AP-suitcase": 46.61725300564244, "segm/AP-surfboard": 39.19774263956658, "segm/AP-teddy bear": 51.47192208343011, "segm/AP-tennis racket": 59.99319315550986, "segm/AP-tie": 36.163451559983244, "segm/AP-toaster": 50.69779761227354, "segm/AP-toilet": 62.49108151308046, "segm/AP-toothbrush": 24.06094386068848, "segm/AP-traffic light": 30.222109706572297, "segm/AP-train": 65.39971482344737, "segm/AP-truck": 41.59010179496293, "segm/AP-tv": 62.56270888865612, "segm/AP-umbrella": 51.97416704166273, "segm/AP-vase": 41.82281343630173, "segm/AP-wine glass": 37.03094090277883, "segm/AP-zebra": 59.31940408125116, "segm/AP50": 65.78541566256526, "segm/AP75": 45.820047880832284, "segm/APl": 58.68335957211494, "segm/APm": 45.14069810508078, "segm/APs": 23.944473790653547}